warning: commands will be executed using /bin/sh
job 2473 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
ElecNo	2
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 5878878 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1959626 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 103378 members 
Mstep: Class 3 contains 103428 members 
Mstep: Class 4 contains 103373 members 
Mstep: Class 5 contains 102902 members 
Mstep: Class 6 contains 103142 members 
Mstep: Class 7 contains 104186 members 
Mstep: Class 8 contains 102884 members 
Mstep: Class 9 contains 103204 members 
Mstep: Class 10 contains 102923 members 
Mstep: Class 11 contains 102908 members 
Mstep: Class 12 contains 103039 members 
Mstep: Class 13 contains 103662 members 
Mstep: Class 14 contains 102574 members 
Mstep: Class 15 contains 103461 members 
Mstep: Class 16 contains 103154 members 
Mstep: Class 17 contains 102933 members 
Mstep: Class 18 contains 103182 members 
Mstep: Class 19 contains 102467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1337.585327 but Gain 3593.093750
Score: -195116288.000000 Penalty: 64675.609375
Iteration 0F: 19 clusters Score -1.951163e+08 nChanged 1852136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4853 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 3 contains 123791 members 
Mstep: Class 4 contains 107566 members 
Mstep: Class 5 contains 82123 members 
Mstep: Class 6 contains 57468 members 
Mstep: Class 7 contains 29053 members 
Mstep: Class 8 contains 74334 members 
Mstep: Class 9 contains 95796 members 
Mstep: Class 10 contains 78256 members 
Mstep: Class 11 contains 76829 members 
Mstep: Class 12 contains 119270 members 
Mstep: Class 13 contains 119010 members 
Mstep: Class 14 contains 130511 members 
Mstep: Class 15 contains 202858 members 
Mstep: Class 16 contains 67630 members 
Mstep: Class 17 contains 316334 members 
Mstep: Class 18 contains 34615 members 
Mstep: Class 19 contains 196874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204221664.000000 Penalty: 64675.609375
Iteration 1F: 19 clusters Score -2.042217e+08 nChanged 977995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3123 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 3 contains 96952 members 
Mstep: Class 4 contains 99058 members 
Mstep: Class 5 contains 68473 members 
Mstep: Class 6 contains 91822 members 
Mstep: Class 7 contains 20316 members 
Mstep: Class 8 contains 56092 members 
Mstep: Class 9 contains 43781 members 
Mstep: Class 10 contains 56816 members 
Mstep: Class 11 contains 48519 members 
Mstep: Class 12 contains 185582 members 
Mstep: Class 13 contains 128036 members 
Mstep: Class 14 contains 65373 members 
Mstep: Class 15 contains 199000 members 
Mstep: Class 16 contains 50229 members 
Mstep: Class 17 contains 524049 members 
Mstep: Class 18 contains 40680 members 
Mstep: Class 19 contains 124471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207497104.000000 Penalty: 64675.609375
Iteration 2F: 19 clusters Score -2.074971e+08 nChanged 670913
Entering Unmasked Mstep 
Mstep: Class 0 contains 2293 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 3 contains 103076 members 
Mstep: Class 4 contains 122923 members 
Mstep: Class 5 contains 89024 members 
Mstep: Class 6 contains 114923 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 77687 members 
Mstep: Class 9 contains 38069 members 
Mstep: Class 10 contains 44620 members 
Mstep: Class 11 contains 41479 members 
Mstep: Class 12 contains 261875 members 
Mstep: Class 13 contains 133236 members 
Mstep: Class 14 contains 53187 members 
Mstep: Class 15 contains 204060 members 
Mstep: Class 16 contains 38611 members 
Mstep: Class 17 contains 414551 members 
Mstep: Class 18 contains 67984 members 
Mstep: Class 19 contains 80231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -209071504.000000 Penalty: 64675.609375
Iteration 3F: 19 clusters Score -2.090715e+08 nChanged 429371
Entering Unmasked Mstep 
Mstep: Class 0 contains 2125 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 3 contains 105986 members 
Mstep: Class 4 contains 145728 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 125038 members 
Mstep: Class 7 contains 20291 members 
Mstep: Class 8 contains 89374 members 
Mstep: Class 9 contains 39938 members 
Mstep: Class 10 contains 34976 members 
Mstep: Class 11 contains 38478 members 
Mstep: Class 12 contains 283909 members 
Mstep: Class 13 contains 130068 members 
Mstep: Class 14 contains 52315 members 
Mstep: Class 15 contains 197471 members 
Mstep: Class 16 contains 37065 members 
Mstep: Class 17 contains 341048 members 
Mstep: Class 18 contains 94687 members 
Mstep: Class 19 contains 67988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -209748080.000000 Penalty: 64675.609375
Iteration 4F: 19 clusters Score -2.097481e+08 nChanged 277697
Entering Unmasked Mstep 
Mstep: Class 0 contains 1964 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 3 contains 105435 members 
Mstep: Class 4 contains 155989 members 
Mstep: Class 5 contains 109220 members 
Mstep: Class 6 contains 132369 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 91680 members 
Mstep: Class 9 contains 42088 members 
Mstep: Class 10 contains 28113 members 
Mstep: Class 11 contains 38457 members 
Mstep: Class 12 contains 280687 members 
Mstep: Class 13 contains 122996 members 
Mstep: Class 14 contains 57935 members 
Mstep: Class 15 contains 184596 members 
Mstep: Class 16 contains 41341 members 
Mstep: Class 17 contains 319517 members 
Mstep: Class 18 contains 117120 members 
Mstep: Class 19 contains 65359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210135184.000000 Penalty: 64675.609375
Iteration 5F: 19 clusters Score -2.101352e+08 nChanged 193065
Entering Unmasked Mstep 
Mstep: Class 0 contains 608 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 3 contains 106080 members 
Mstep: Class 4 contains 161943 members 
Mstep: Class 5 contains 106746 members 
Mstep: Class 6 contains 137255 members 
Mstep: Class 7 contains 21862 members 
Mstep: Class 8 contains 92033 members 
Mstep: Class 9 contains 44080 members 
Mstep: Class 10 contains 24335 members 
Mstep: Class 11 contains 41663 members 
Mstep: Class 12 contains 275303 members 
Mstep: Class 13 contains 117416 members 
Mstep: Class 14 contains 63466 members 
Mstep: Class 15 contains 173463 members 
Mstep: Class 16 contains 46681 members 
Mstep: Class 17 contains 314184 members 
Mstep: Class 18 contains 129431 members 
Mstep: Class 19 contains 63690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210462624.000000 Penalty: 64675.609375
Iteration 6F: 19 clusters Score -2.104626e+08 nChanged 139941
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 3 contains 106978 members 
Mstep: Class 4 contains 166331 members 
Mstep: Class 5 contains 103616 members 
Mstep: Class 6 contains 139832 members 
Mstep: Class 7 contains 17939 members 
Mstep: Class 8 contains 92746 members 
Mstep: Class 9 contains 46271 members 
Mstep: Class 10 contains 23296 members 
Mstep: Class 11 contains 46617 members 
Mstep: Class 12 contains 268263 members 
Mstep: Class 13 contains 115319 members 
Mstep: Class 14 contains 66736 members 
Mstep: Class 15 contains 164690 members 
Mstep: Class 16 contains 51529 members 
Mstep: Class 17 contains 315440 members 
Mstep: Class 18 contains 135173 members 
Mstep: Class 19 contains 62320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210604672.000000 Penalty: 64675.609375
Iteration 7F: 19 clusters Score -2.106047e+08 nChanged 101733
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 3 contains 108009 members 
Mstep: Class 4 contains 169731 members 
Mstep: Class 5 contains 101951 members 
Mstep: Class 6 contains 142646 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 92705 members 
Mstep: Class 9 contains 46909 members 
Mstep: Class 10 contains 23354 members 
Mstep: Class 11 contains 50174 members 
Mstep: Class 12 contains 260845 members 
Mstep: Class 13 contains 114967 members 
Mstep: Class 14 contains 68760 members 
Mstep: Class 15 contains 157974 members 
Mstep: Class 16 contains 55484 members 
Mstep: Class 17 contains 316167 members 
Mstep: Class 18 contains 137552 members 
Mstep: Class 19 contains 60523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210691744.000000 Penalty: 64675.609375
Iteration 8F: 19 clusters Score -2.106917e+08 nChanged 78228
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 3 contains 109105 members 
Mstep: Class 4 contains 172536 members 
Mstep: Class 5 contains 101141 members 
Mstep: Class 6 contains 145555 members 
Mstep: Class 7 contains 13555 members 
Mstep: Class 8 contains 92232 members 
Mstep: Class 9 contains 46900 members 
Mstep: Class 10 contains 23604 members 
Mstep: Class 11 contains 52674 members 
Mstep: Class 12 contains 254165 members 
Mstep: Class 13 contains 115015 members 
Mstep: Class 14 contains 70239 members 
Mstep: Class 15 contains 152991 members 
Mstep: Class 16 contains 59064 members 
Mstep: Class 17 contains 315946 members 
Mstep: Class 18 contains 138015 members 
Mstep: Class 19 contains 58798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210758000.000000 Penalty: 64675.609375
Iteration 9Q: 19 clusters Score -2.10758e+08 nChanged 66019
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 3 contains 110233 members 
Mstep: Class 4 contains 174771 members 
Mstep: Class 5 contains 100797 members 
Mstep: Class 6 contains 147890 members 
Mstep: Class 7 contains 12697 members 
Mstep: Class 8 contains 91743 members 
Mstep: Class 9 contains 46800 members 
Mstep: Class 10 contains 24239 members 
Mstep: Class 11 contains 54527 members 
Mstep: Class 12 contains 248375 members 
Mstep: Class 13 contains 115006 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 149146 members 
Mstep: Class 16 contains 62795 members 
Mstep: Class 17 contains 315294 members 
Mstep: Class 18 contains 137721 members 
Mstep: Class 19 contains 57383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210817168.000000 Penalty: 64675.609375
Iteration 10Q: 19 clusters Score -2.108172e+08 nChanged 59978
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 3 contains 111776 members 
Mstep: Class 4 contains 176446 members 
Mstep: Class 5 contains 100708 members 
Mstep: Class 6 contains 149247 members 
Mstep: Class 7 contains 12065 members 
Mstep: Class 8 contains 91277 members 
Mstep: Class 9 contains 46605 members 
Mstep: Class 10 contains 25428 members 
Mstep: Class 11 contains 56274 members 
Mstep: Class 12 contains 243325 members 
Mstep: Class 13 contains 115022 members 
Mstep: Class 14 contains 71850 members 
Mstep: Class 15 contains 146018 members 
Mstep: Class 16 contains 66209 members 
Mstep: Class 17 contains 314362 members 
Mstep: Class 18 contains 137135 members 
Mstep: Class 19 contains 56489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210863744.000000 Penalty: 64675.609375
Iteration 11Q: 19 clusters Score -2.108637e+08 nChanged 56952
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 3 contains 113665 members 
Mstep: Class 4 contains 178304 members 
Mstep: Class 5 contains 100642 members 
Mstep: Class 6 contains 149283 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 90910 members 
Mstep: Class 9 contains 46492 members 
Mstep: Class 10 contains 26226 members 
Mstep: Class 11 contains 57837 members 
Mstep: Class 12 contains 239912 members 
Mstep: Class 13 contains 114796 members 
Mstep: Class 14 contains 72462 members 
Mstep: Class 15 contains 142827 members 
Mstep: Class 16 contains 69348 members 
Mstep: Class 17 contains 313336 members 
Mstep: Class 18 contains 136465 members 
Mstep: Class 19 contains 56166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210907568.000000 Penalty: 64675.609375
Iteration 12Q: 19 clusters Score -2.109076e+08 nChanged 54967
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 3 contains 115005 members 
Mstep: Class 4 contains 180957 members 
Mstep: Class 5 contains 100604 members 
Mstep: Class 6 contains 148338 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 90594 members 
Mstep: Class 9 contains 46511 members 
Mstep: Class 10 contains 26849 members 
Mstep: Class 11 contains 59200 members 
Mstep: Class 12 contains 238466 members 
Mstep: Class 13 contains 114727 members 
Mstep: Class 14 contains 73046 members 
Mstep: Class 15 contains 138433 members 
Mstep: Class 16 contains 71868 members 
Mstep: Class 17 contains 312443 members 
Mstep: Class 18 contains 135960 members 
Mstep: Class 19 contains 56322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210956848.000000 Penalty: 64675.609375
Iteration 13Q: 19 clusters Score -2.109568e+08 nChanged 52191
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 3 contains 115684 members 
Mstep: Class 4 contains 181863 members 
Mstep: Class 5 contains 100618 members 
Mstep: Class 6 contains 146882 members 
Mstep: Class 7 contains 11691 members 
Mstep: Class 8 contains 90372 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 60042 members 
Mstep: Class 12 contains 238276 members 
Mstep: Class 13 contains 114956 members 
Mstep: Class 14 contains 73387 members 
Mstep: Class 15 contains 136067 members 
Mstep: Class 16 contains 73820 members 
Mstep: Class 17 contains 311641 members 
Mstep: Class 18 contains 135635 members 
Mstep: Class 19 contains 56670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211002640.000000 Penalty: 64675.609375
Iteration 14Q: 19 clusters Score -2.110026e+08 nChanged 48563
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 3 contains 115642 members 
Mstep: Class 4 contains 180720 members 
Mstep: Class 5 contains 100891 members 
Mstep: Class 6 contains 145500 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 90197 members 
Mstep: Class 9 contains 46707 members 
Mstep: Class 10 contains 28034 members 
Mstep: Class 11 contains 60275 members 
Mstep: Class 12 contains 238655 members 
Mstep: Class 13 contains 115576 members 
Mstep: Class 14 contains 73416 members 
Mstep: Class 15 contains 136178 members 
Mstep: Class 16 contains 74676 members 
Mstep: Class 17 contains 310933 members 
Mstep: Class 18 contains 135435 members 
Mstep: Class 19 contains 57161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211026576.000000 Penalty: 64675.609375
Iteration 15Q: 19 clusters Score -2.110266e+08 nChanged 42261
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 3 contains 114988 members 
Mstep: Class 4 contains 178927 members 
Mstep: Class 5 contains 101488 members 
Mstep: Class 6 contains 144769 members 
Mstep: Class 7 contains 11969 members 
Mstep: Class 8 contains 90075 members 
Mstep: Class 9 contains 46776 members 
Mstep: Class 10 contains 28693 members 
Mstep: Class 11 contains 60145 members 
Mstep: Class 12 contains 239370 members 
Mstep: Class 13 contains 116396 members 
Mstep: Class 14 contains 73235 members 
Mstep: Class 15 contains 136350 members 
Mstep: Class 16 contains 75182 members 
Mstep: Class 17 contains 310176 members 
Mstep: Class 18 contains 135431 members 
Mstep: Class 19 contains 57771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211042560.000000 Penalty: 64675.609375
Iteration 16Q: 19 clusters Score -2.110426e+08 nChanged 35644
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 3 contains 113534 members 
Mstep: Class 4 contains 177285 members 
Mstep: Class 5 contains 102706 members 
Mstep: Class 6 contains 144551 members 
Mstep: Class 7 contains 12079 members 
Mstep: Class 8 contains 90006 members 
Mstep: Class 9 contains 46732 members 
Mstep: Class 10 contains 29452 members 
Mstep: Class 11 contains 59888 members 
Mstep: Class 12 contains 240360 members 
Mstep: Class 13 contains 117159 members 
Mstep: Class 14 contains 73192 members 
Mstep: Class 15 contains 136237 members 
Mstep: Class 16 contains 75317 members 
Mstep: Class 17 contains 309433 members 
Mstep: Class 18 contains 135490 members 
Mstep: Class 19 contains 58423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211052192.000000 Penalty: 64675.609375
Iteration 17Q: 19 clusters Score -2.110522e+08 nChanged 32008
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 3 contains 110980 members 
Mstep: Class 4 contains 175696 members 
Mstep: Class 5 contains 105195 members 
Mstep: Class 6 contains 144539 members 
Mstep: Class 7 contains 12191 members 
Mstep: Class 8 contains 90005 members 
Mstep: Class 9 contains 46661 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 59554 members 
Mstep: Class 12 contains 241634 members 
Mstep: Class 13 contains 117917 members 
Mstep: Class 14 contains 73203 members 
Mstep: Class 15 contains 135910 members 
Mstep: Class 16 contains 75155 members 
Mstep: Class 17 contains 308816 members 
Mstep: Class 18 contains 135581 members 
Mstep: Class 19 contains 58902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211062960.000000 Penalty: 64675.609375
Iteration 18Q: 19 clusters Score -2.11063e+08 nChanged 30767
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 3 contains 107874 members 
Mstep: Class 4 contains 174102 members 
Mstep: Class 5 contains 108754 members 
Mstep: Class 6 contains 144515 members 
Mstep: Class 7 contains 12300 members 
Mstep: Class 8 contains 90145 members 
Mstep: Class 9 contains 46588 members 
Mstep: Class 10 contains 31197 members 
Mstep: Class 11 contains 59253 members 
Mstep: Class 12 contains 243334 members 
Mstep: Class 13 contains 118816 members 
Mstep: Class 14 contains 73266 members 
Mstep: Class 15 contains 135139 members 
Mstep: Class 16 contains 74783 members 
Mstep: Class 17 contains 308149 members 
Mstep: Class 18 contains 135543 members 
Mstep: Class 19 contains 59225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211076048.000000 Penalty: 64675.609375
Iteration 19Q: 19 clusters Score -2.11076e+08 nChanged 29385
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 3 contains 107133 members 
Mstep: Class 4 contains 172442 members 
Mstep: Class 5 contains 111525 members 
Mstep: Class 6 contains 144542 members 
Mstep: Class 7 contains 12378 members 
Mstep: Class 8 contains 90390 members 
Mstep: Class 9 contains 46436 members 
Mstep: Class 10 contains 32144 members 
Mstep: Class 11 contains 58920 members 
Mstep: Class 12 contains 245271 members 
Mstep: Class 13 contains 119928 members 
Mstep: Class 14 contains 73037 members 
Mstep: Class 15 contains 134027 members 
Mstep: Class 16 contains 74200 members 
Mstep: Class 17 contains 306819 members 
Mstep: Class 18 contains 135379 members 
Mstep: Class 19 contains 59417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211089728.000000 Penalty: 64675.609375
Iteration 20F: 19 clusters Score -2.110897e+08 nChanged 29068
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 3 contains 107650 members 
Mstep: Class 4 contains 170681 members 
Mstep: Class 5 contains 113016 members 
Mstep: Class 6 contains 144761 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 90545 members 
Mstep: Class 9 contains 45876 members 
Mstep: Class 10 contains 33888 members 
Mstep: Class 11 contains 57982 members 
Mstep: Class 12 contains 247091 members 
Mstep: Class 13 contains 121171 members 
Mstep: Class 14 contains 72688 members 
Mstep: Class 15 contains 133063 members 
Mstep: Class 16 contains 73889 members 
Mstep: Class 17 contains 304972 members 
Mstep: Class 18 contains 135159 members 
Mstep: Class 19 contains 59302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211100976.000000 Penalty: 64675.609375
Iteration 21Q: 19 clusters Score -2.11101e+08 nChanged 27746
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 3 contains 108379 members 
Mstep: Class 4 contains 168850 members 
Mstep: Class 5 contains 113875 members 
Mstep: Class 6 contains 144946 members 
Mstep: Class 7 contains 12313 members 
Mstep: Class 8 contains 90679 members 
Mstep: Class 9 contains 45394 members 
Mstep: Class 10 contains 36191 members 
Mstep: Class 11 contains 57175 members 
Mstep: Class 12 contains 248942 members 
Mstep: Class 13 contains 122502 members 
Mstep: Class 14 contains 72438 members 
Mstep: Class 15 contains 132143 members 
Mstep: Class 16 contains 72943 members 
Mstep: Class 17 contains 303065 members 
Mstep: Class 18 contains 134972 members 
Mstep: Class 19 contains 59427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211111648.000000 Penalty: 64675.609375
Iteration 22Q: 19 clusters Score -2.111116e+08 nChanged 26121
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 3 contains 108721 members 
Mstep: Class 4 contains 166972 members 
Mstep: Class 5 contains 114698 members 
Mstep: Class 6 contains 144963 members 
Mstep: Class 7 contains 12160 members 
Mstep: Class 8 contains 90773 members 
Mstep: Class 9 contains 45057 members 
Mstep: Class 10 contains 38778 members 
Mstep: Class 11 contains 56541 members 
Mstep: Class 12 contains 250919 members 
Mstep: Class 13 contains 123668 members 
Mstep: Class 14 contains 72242 members 
Mstep: Class 15 contains 131706 members 
Mstep: Class 16 contains 71705 members 
Mstep: Class 17 contains 301038 members 
Mstep: Class 18 contains 134830 members 
Mstep: Class 19 contains 59663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211120608.000000 Penalty: 64675.609375
Iteration 23Q: 19 clusters Score -2.111206e+08 nChanged 23568
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 3 contains 109171 members 
Mstep: Class 4 contains 165339 members 
Mstep: Class 5 contains 115616 members 
Mstep: Class 6 contains 144799 members 
Mstep: Class 7 contains 12105 members 
Mstep: Class 8 contains 90865 members 
Mstep: Class 9 contains 44749 members 
Mstep: Class 10 contains 40947 members 
Mstep: Class 11 contains 56131 members 
Mstep: Class 12 contains 252874 members 
Mstep: Class 13 contains 124771 members 
Mstep: Class 14 contains 71941 members 
Mstep: Class 15 contains 131199 members 
Mstep: Class 16 contains 70422 members 
Mstep: Class 17 contains 299088 members 
Mstep: Class 18 contains 134671 members 
Mstep: Class 19 contains 59946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211126048.000000 Penalty: 64675.609375
Iteration 24Q: 19 clusters Score -2.11126e+08 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 3 contains 109873 members 
Mstep: Class 4 contains 164069 members 
Mstep: Class 5 contains 116597 members 
Mstep: Class 6 contains 144539 members 
Mstep: Class 7 contains 12086 members 
Mstep: Class 8 contains 90894 members 
Mstep: Class 9 contains 44527 members 
Mstep: Class 10 contains 42328 members 
Mstep: Class 11 contains 55752 members 
Mstep: Class 12 contains 254783 members 
Mstep: Class 13 contains 125844 members 
Mstep: Class 14 contains 71715 members 
Mstep: Class 15 contains 130704 members 
Mstep: Class 16 contains 69030 members 
Mstep: Class 17 contains 297116 members 
Mstep: Class 18 contains 134579 members 
Mstep: Class 19 contains 60247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211128144.000000 Penalty: 64675.609375
Iteration 25Q: 19 clusters Score -2.111281e+08 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 3 contains 110517 members 
Mstep: Class 4 contains 163027 members 
Mstep: Class 5 contains 117478 members 
Mstep: Class 6 contains 144309 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 90919 members 
Mstep: Class 9 contains 44321 members 
Mstep: Class 10 contains 43272 members 
Mstep: Class 11 contains 55348 members 
Mstep: Class 12 contains 256545 members 
Mstep: Class 13 contains 126895 members 
Mstep: Class 14 contains 71635 members 
Mstep: Class 15 contains 130346 members 
Mstep: Class 16 contains 67632 members 
Mstep: Class 17 contains 295310 members 
Mstep: Class 18 contains 134482 members 
Mstep: Class 19 contains 60535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211128240.000000 Penalty: 64675.609375
Iteration 26Q: 19 clusters Score -2.111282e+08 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 3 contains 111170 members 
Mstep: Class 4 contains 162265 members 
Mstep: Class 5 contains 118320 members 
Mstep: Class 6 contains 144120 members 
Mstep: Class 7 contains 12155 members 
Mstep: Class 8 contains 90961 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 43989 members 
Mstep: Class 11 contains 54962 members 
Mstep: Class 12 contains 258111 members 
Mstep: Class 13 contains 128056 members 
Mstep: Class 14 contains 71582 members 
Mstep: Class 15 contains 129987 members 
Mstep: Class 16 contains 66135 members 
Mstep: Class 17 contains 293627 members 
Mstep: Class 18 contains 134403 members 
Mstep: Class 19 contains 60694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211127904.000000 Penalty: 64675.609375
Iteration 27Q: 19 clusters Score -2.111279e+08 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 3 contains 111793 members 
Mstep: Class 4 contains 161639 members 
Mstep: Class 5 contains 119165 members 
Mstep: Class 6 contains 143892 members 
Mstep: Class 7 contains 12209 members 
Mstep: Class 8 contains 90975 members 
Mstep: Class 9 contains 43917 members 
Mstep: Class 10 contains 44519 members 
Mstep: Class 11 contains 54619 members 
Mstep: Class 12 contains 259537 members 
Mstep: Class 13 contains 129226 members 
Mstep: Class 14 contains 71507 members 
Mstep: Class 15 contains 129696 members 
Mstep: Class 16 contains 64691 members 
Mstep: Class 17 contains 292087 members 
Mstep: Class 18 contains 134349 members 
Mstep: Class 19 contains 60761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211128816.000000 Penalty: 64675.609375
Iteration 28Q: 19 clusters Score -2.111288e+08 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 3 contains 112329 members 
Mstep: Class 4 contains 161143 members 
Mstep: Class 5 contains 119947 members 
Mstep: Class 6 contains 143631 members 
Mstep: Class 7 contains 12242 members 
Mstep: Class 8 contains 91000 members 
Mstep: Class 9 contains 43761 members 
Mstep: Class 10 contains 44961 members 
Mstep: Class 11 contains 54330 members 
Mstep: Class 12 contains 260864 members 
Mstep: Class 13 contains 130321 members 
Mstep: Class 14 contains 71429 members 
Mstep: Class 15 contains 129462 members 
Mstep: Class 16 contains 63265 members 
Mstep: Class 17 contains 290787 members 
Mstep: Class 18 contains 134294 members 
Mstep: Class 19 contains 60769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211129392.000000 Penalty: 64675.609375
Iteration 29Q: 19 clusters Score -2.111294e+08 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 3 contains 112895 members 
Mstep: Class 4 contains 160790 members 
Mstep: Class 5 contains 120693 members 
Mstep: Class 6 contains 143369 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 91051 members 
Mstep: Class 9 contains 43610 members 
Mstep: Class 10 contains 45347 members 
Mstep: Class 11 contains 54052 members 
Mstep: Class 12 contains 262036 members 
Mstep: Class 13 contains 131296 members 
Mstep: Class 14 contains 71392 members 
Mstep: Class 15 contains 129199 members 
Mstep: Class 16 contains 61985 members 
Mstep: Class 17 contains 289528 members 
Mstep: Class 18 contains 134248 members 
Mstep: Class 19 contains 60725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130288.000000 Penalty: 64675.609375
Iteration 30Q: 19 clusters Score -2.111303e+08 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 3 contains 113403 members 
Mstep: Class 4 contains 160456 members 
Mstep: Class 5 contains 121492 members 
Mstep: Class 6 contains 143193 members 
Mstep: Class 7 contains 12265 members 
Mstep: Class 8 contains 91097 members 
Mstep: Class 9 contains 43435 members 
Mstep: Class 10 contains 45692 members 
Mstep: Class 11 contains 53786 members 
Mstep: Class 12 contains 263114 members 
Mstep: Class 13 contains 132069 members 
Mstep: Class 14 contains 71359 members 
Mstep: Class 15 contains 128975 members 
Mstep: Class 16 contains 60858 members 
Mstep: Class 17 contains 288362 members 
Mstep: Class 18 contains 134174 members 
Mstep: Class 19 contains 60702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130288.000000 Penalty: 64675.609375
Iteration 31Q: 19 clusters Score -2.111303e+08 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 3 contains 113883 members 
Mstep: Class 4 contains 160161 members 
Mstep: Class 5 contains 122291 members 
Mstep: Class 6 contains 142984 members 
Mstep: Class 7 contains 12286 members 
Mstep: Class 8 contains 91140 members 
Mstep: Class 9 contains 43280 members 
Mstep: Class 10 contains 46006 members 
Mstep: Class 11 contains 53580 members 
Mstep: Class 12 contains 264104 members 
Mstep: Class 13 contains 132757 members 
Mstep: Class 14 contains 71317 members 
Mstep: Class 15 contains 128812 members 
Mstep: Class 16 contains 59907 members 
Mstep: Class 17 contains 287247 members 
Mstep: Class 18 contains 134134 members 
Mstep: Class 19 contains 60518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211129664.000000 Penalty: 64675.609375
Iteration 32Q: 19 clusters Score -2.111297e+08 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 3 contains 114239 members 
Mstep: Class 4 contains 159950 members 
Mstep: Class 5 contains 123102 members 
Mstep: Class 6 contains 142719 members 
Mstep: Class 7 contains 12303 members 
Mstep: Class 8 contains 91199 members 
Mstep: Class 9 contains 43169 members 
Mstep: Class 10 contains 46268 members 
Mstep: Class 11 contains 53416 members 
Mstep: Class 12 contains 264956 members 
Mstep: Class 13 contains 133373 members 
Mstep: Class 14 contains 71279 members 
Mstep: Class 15 contains 128685 members 
Mstep: Class 16 contains 59078 members 
Mstep: Class 17 contains 286232 members 
Mstep: Class 18 contains 134105 members 
Mstep: Class 19 contains 60321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130784.000000 Penalty: 64675.609375
Iteration 33Q: 19 clusters Score -2.111308e+08 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 3 contains 114573 members 
Mstep: Class 4 contains 159784 members 
Mstep: Class 5 contains 123890 members 
Mstep: Class 6 contains 142506 members 
Mstep: Class 7 contains 12319 members 
Mstep: Class 8 contains 91232 members 
Mstep: Class 9 contains 43022 members 
Mstep: Class 10 contains 46514 members 
Mstep: Class 11 contains 53266 members 
Mstep: Class 12 contains 265696 members 
Mstep: Class 13 contains 133963 members 
Mstep: Class 14 contains 71228 members 
Mstep: Class 15 contains 128570 members 
Mstep: Class 16 contains 58332 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 18 contains 134072 members 
Mstep: Class 19 contains 60142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130672.000000 Penalty: 64675.609375
Iteration 34Q: 19 clusters Score -2.111307e+08 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 3 contains 114847 members 
Mstep: Class 4 contains 159621 members 
Mstep: Class 5 contains 124688 members 
Mstep: Class 6 contains 142293 members 
Mstep: Class 7 contains 12321 members 
Mstep: Class 8 contains 91260 members 
Mstep: Class 9 contains 42903 members 
Mstep: Class 10 contains 46694 members 
Mstep: Class 11 contains 53127 members 
Mstep: Class 12 contains 266321 members 
Mstep: Class 13 contains 134578 members 
Mstep: Class 14 contains 71181 members 
Mstep: Class 15 contains 128503 members 
Mstep: Class 16 contains 57620 members 
Mstep: Class 17 contains 284354 members 
Mstep: Class 18 contains 134048 members 
Mstep: Class 19 contains 60006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130736.000000 Penalty: 64675.609375
Iteration 35Q: 19 clusters Score -2.111307e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 3 contains 115039 members 
Mstep: Class 4 contains 159433 members 
Mstep: Class 5 contains 125460 members 
Mstep: Class 6 contains 142044 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 91283 members 
Mstep: Class 9 contains 42798 members 
Mstep: Class 10 contains 46849 members 
Mstep: Class 11 contains 52987 members 
Mstep: Class 12 contains 266867 members 
Mstep: Class 13 contains 135199 members 
Mstep: Class 14 contains 71157 members 
Mstep: Class 15 contains 128528 members 
Mstep: Class 16 contains 56969 members 
Mstep: Class 17 contains 283465 members 
Mstep: Class 18 contains 134030 members 
Mstep: Class 19 contains 59883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211129872.000000 Penalty: 64675.609375
Iteration 36Q: 19 clusters Score -2.111299e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 3 contains 115212 members 
Mstep: Class 4 contains 159314 members 
Mstep: Class 5 contains 126238 members 
Mstep: Class 6 contains 141745 members 
Mstep: Class 7 contains 12344 members 
Mstep: Class 8 contains 91301 members 
Mstep: Class 9 contains 42735 members 
Mstep: Class 10 contains 46974 members 
Mstep: Class 11 contains 52848 members 
Mstep: Class 12 contains 267323 members 
Mstep: Class 13 contains 135760 members 
Mstep: Class 14 contains 71151 members 
Mstep: Class 15 contains 128548 members 
Mstep: Class 16 contains 56417 members 
Mstep: Class 17 contains 282597 members 
Mstep: Class 18 contains 134042 members 
Mstep: Class 19 contains 59738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130304.000000 Penalty: 64675.609375
Iteration 37Q: 19 clusters Score -2.111303e+08 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 3 contains 115349 members 
Mstep: Class 4 contains 159218 members 
Mstep: Class 5 contains 127057 members 
Mstep: Class 6 contains 141410 members 
Mstep: Class 7 contains 12344 members 
Mstep: Class 8 contains 91318 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 47097 members 
Mstep: Class 11 contains 52731 members 
Mstep: Class 12 contains 267749 members 
Mstep: Class 13 contains 136338 members 
Mstep: Class 14 contains 71134 members 
Mstep: Class 15 contains 128567 members 
Mstep: Class 16 contains 55913 members 
Mstep: Class 17 contains 281668 members 
Mstep: Class 18 contains 134037 members 
Mstep: Class 19 contains 59646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211130640.000000 Penalty: 64675.609375
Iteration 38Q: 19 clusters Score -2.111306e+08 nChanged 4783
Entering ConstructFrom: 
Score: -211130640.000000 Penalty: 64675.609375
Entering ConstructFrom: 
Trying to split cluster 1 (35379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Entering Unmasked Estep 
Score: -3619151.000000 Penalty: 2597.520752
	Iteration 0F: 2 clusters Score -3619151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3595357.250000 Penalty: 5195.041504
	Iteration 0F: 3 clusters Score -3595357 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3619295.000000 Penalty: 5195.041504
	Iteration 1F: 3 clusters Score -3619295 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3643907.000000 Penalty: 5195.041504
	Iteration 2F: 3 clusters Score -3643907 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3653835.000000 Penalty: 5195.041504
	Iteration 3F: 3 clusters Score -3653835 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3655978.000000 Penalty: 5195.041504
	Iteration 4F: 3 clusters Score -3655978 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3656840.750000 Penalty: 5195.041504
	Iteration 5Q: 3 clusters Score -3656841 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3657840.500000 Penalty: 5195.041504
	Iteration 6Q: 3 clusters Score -3657840 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3659482.250000 Penalty: 5195.041504
	Iteration 7Q: 3 clusters Score -3659482 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3660985.250000 Penalty: 5195.041504
	Iteration 8Q: 3 clusters Score -3660985 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3661609.500000 Penalty: 5195.041504
	Iteration 9Q: 3 clusters Score -3661610 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3661883.000000 Penalty: 5195.041504
	Iteration 10Q: 3 clusters Score -3661883 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3661968.000000 Penalty: 5195.041504
	Iteration 11Q: 3 clusters Score -3661968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3662018.000000 Penalty: 5195.041504
	Iteration 12Q: 3 clusters Score -3662018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3662035.750000 Penalty: 5195.041504
	Iteration 13Q: 3 clusters Score -3662036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3662041.500000 Penalty: 5195.041504
	Iteration 14Q: 3 clusters Score -3662042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3662039.500000 Penalty: 5195.041504
	Iteration 15Q: 3 clusters Score -3662040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3662049.750000 Penalty: 5195.041504
	Iteration 16Q: 3 clusters Score -3662050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3662040.500000 Penalty: 5195.041504
	Iteration 17Q: 3 clusters Score -3662040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3662046.250000 Penalty: 5195.041504
	Iteration 18Q: 3 clusters Score -3662046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3662053.500000 Penalty: 5195.041504
	Iteration 19Q: 3 clusters Score -3662054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3662062.250000 Penalty: 5195.041504
	Iteration 20F: 3 clusters Score -3662062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3662067.750000 Penalty: 5195.041504
	Iteration 21Q: 3 clusters Score -3662068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3662058.000000 Penalty: 5195.041504
	Iteration 22Q: 3 clusters Score -3662058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3662061.750000 Penalty: 5195.041504
	Iteration 23Q: 3 clusters Score -3662062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3662058.000000 Penalty: 5195.041504
	Iteration 24Q: 3 clusters Score -3662058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3662058.000000 Penalty: 5195.041504
	Iteration 25Q: 3 clusters Score -3662058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3662055.500000 Penalty: 5195.041504
	Iteration 26Q: 3 clusters Score -3662056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3662055.500000 Penalty: 5195.041504
	Iteration 27F: 3 clusters Score -3662056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 115458 members 
Mstep: Class 4 contains 159124 members 
Mstep: Class 5 contains 127888 members 
Mstep: Class 6 contains 141087 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Entering Unmasked Estep 
Score: -211175264.000000 Penalty: 68268.703125
Splitting cluster 1 changes total score from -211130640.000000 to -211175264.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (115458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Entering Unmasked Estep 
Score: -13055268.000000 Penalty: 2890.852051
	Iteration 0F: 2 clusters Score -1.305527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -12977952.000000 Penalty: 5781.704102
	Iteration 0F: 3 clusters Score -1.297795e+07 nChanged 54979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -13012238.000000 Penalty: 5781.704102
	Iteration 1F: 3 clusters Score -1.301224e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -13016619.000000 Penalty: 5781.704102
	Iteration 2F: 3 clusters Score -1.301662e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -13022872.000000 Penalty: 5781.704102
	Iteration 3F: 3 clusters Score -1.302287e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -13030202.000000 Penalty: 5781.704102
	Iteration 4F: 3 clusters Score -1.30302e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -13036817.000000 Penalty: 5781.704102
	Iteration 5F: 3 clusters Score -1.303682e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -13041999.000000 Penalty: 5781.704102
	Iteration 6F: 3 clusters Score -1.3042e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -13046062.000000 Penalty: 5781.704102
	Iteration 7Q: 3 clusters Score -1.304606e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -13049455.000000 Penalty: 5781.704102
	Iteration 8Q: 3 clusters Score -1.304946e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -13052085.000000 Penalty: 5781.704102
	Iteration 9Q: 3 clusters Score -1.305208e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -13054068.000000 Penalty: 5781.704102
	Iteration 10Q: 3 clusters Score -1.305407e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -13055717.000000 Penalty: 5781.704102
	Iteration 11Q: 3 clusters Score -1.305572e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104334 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -13056944.000000 Penalty: 5781.704102
	Iteration 12Q: 3 clusters Score -1.305694e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -13057798.000000 Penalty: 5781.704102
	Iteration 13Q: 3 clusters Score -1.30578e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -13058178.000000 Penalty: 5781.704102
	Iteration 14Q: 3 clusters Score -1.305818e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -13058550.000000 Penalty: 5781.704102
	Iteration 15Q: 3 clusters Score -1.305855e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -13058862.000000 Penalty: 5781.704102
	Iteration 16Q: 3 clusters Score -1.305886e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -13059102.000000 Penalty: 5781.704102
	Iteration 17Q: 3 clusters Score -1.30591e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -13059268.000000 Penalty: 5781.704102
	Iteration 18Q: 3 clusters Score -1.305927e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -13059357.000000 Penalty: 5781.704102
	Iteration 19Q: 3 clusters Score -1.305936e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -13059421.000000 Penalty: 5781.704102
	Iteration 20F: 3 clusters Score -1.305942e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -13059427.000000 Penalty: 5781.704102
	Iteration 21Q: 3 clusters Score -1.305943e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -13059466.000000 Penalty: 5781.704102
	Iteration 22Q: 3 clusters Score -1.305947e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107411 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -13059493.000000 Penalty: 5781.704102
	Iteration 23Q: 3 clusters Score -1.305949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -13059521.000000 Penalty: 5781.704102
	Iteration 24Q: 3 clusters Score -1.305952e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -13059518.000000 Penalty: 5781.704102
	Iteration 25Q: 3 clusters Score -1.305952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -13059520.000000 Penalty: 5781.704102
	Iteration 26Q: 3 clusters Score -1.305952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -13059511.000000 Penalty: 5781.704102
	Iteration 27Q: 3 clusters Score -1.305951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -13059513.000000 Penalty: 5781.704102
	Iteration 28Q: 3 clusters Score -1.305951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -13059520.000000 Penalty: 5781.704102
	Iteration 29Q: 3 clusters Score -1.305952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -13059501.000000 Penalty: 5781.704102
	Iteration 30Q: 3 clusters Score -1.30595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -13059497.000000 Penalty: 5781.704102
	Iteration 31Q: 3 clusters Score -1.30595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -13059501.000000 Penalty: 5781.704102
	Iteration 32Q: 3 clusters Score -1.30595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -13059507.000000 Penalty: 5781.704102
	Iteration 33Q: 3 clusters Score -1.305951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -13059496.000000 Penalty: 5781.704102
	Iteration 34Q: 3 clusters Score -1.30595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -13059510.000000 Penalty: 5781.704102
	Iteration 35Q: 3 clusters Score -1.305951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -13059512.000000 Penalty: 5781.704102
	Iteration 36Q: 3 clusters Score -1.305951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -13059512.000000 Penalty: 5781.704102
	Iteration 37F: 3 clusters Score -1.305951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 159124 members 
Mstep: Class 5 contains 127888 members 
Mstep: Class 6 contains 141087 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Entering Unmasked Estep 
Score: -211176784.000000 Penalty: 71861.789062
Splitting cluster 3 changes total score from -211130640.000000 to -211176784.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (159124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159124 members 
Entering Unmasked Estep 
Score: -17797326.000000 Penalty: 2970.404785
	Iteration 0F: 2 clusters Score -1.779733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -17690896.000000 Penalty: 5940.809570
	Iteration 0F: 3 clusters Score -1.76909e+07 nChanged 76448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -17743178.000000 Penalty: 5940.809570
	Iteration 1F: 3 clusters Score -1.774318e+07 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -17764100.000000 Penalty: 5940.809570
	Iteration 2F: 3 clusters Score -1.77641e+07 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -17792520.000000 Penalty: 5940.809570
	Iteration 3F: 3 clusters Score -1.779252e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -17809744.000000 Penalty: 5940.809570
	Iteration 4F: 3 clusters Score -1.780974e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -17818918.000000 Penalty: 5940.809570
	Iteration 5F: 3 clusters Score -1.781892e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -17825518.000000 Penalty: 5940.809570
	Iteration 6Q: 3 clusters Score -1.782552e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -17831848.000000 Penalty: 5940.809570
	Iteration 7Q: 3 clusters Score -1.783185e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115735 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -17837688.000000 Penalty: 5940.809570
	Iteration 8Q: 3 clusters Score -1.783769e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -17842650.000000 Penalty: 5940.809570
	Iteration 9Q: 3 clusters Score -1.784265e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -17845148.000000 Penalty: 5940.809570
	Iteration 10Q: 3 clusters Score -1.784515e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -17846000.000000 Penalty: 5940.809570
	Iteration 11Q: 3 clusters Score -1.7846e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -17846406.000000 Penalty: 5940.809570
	Iteration 12Q: 3 clusters Score -1.784641e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -17846532.000000 Penalty: 5940.809570
	Iteration 13Q: 3 clusters Score -1.784653e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -17846694.000000 Penalty: 5940.809570
	Iteration 14Q: 3 clusters Score -1.784669e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -17846866.000000 Penalty: 5940.809570
	Iteration 15Q: 3 clusters Score -1.784687e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -17846980.000000 Penalty: 5940.809570
	Iteration 16Q: 3 clusters Score -1.784698e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124075 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -17847136.000000 Penalty: 5940.809570
	Iteration 17Q: 3 clusters Score -1.784714e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124507 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -17847190.000000 Penalty: 5940.809570
	Iteration 18Q: 3 clusters Score -1.784719e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -17847286.000000 Penalty: 5940.809570
	Iteration 19Q: 3 clusters Score -1.784729e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -17847378.000000 Penalty: 5940.809570
	Iteration 20F: 3 clusters Score -1.784738e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126030 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -17847612.000000 Penalty: 5940.809570
	Iteration 21Q: 3 clusters Score -1.784761e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126601 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -17847882.000000 Penalty: 5940.809570
	Iteration 22Q: 3 clusters Score -1.784788e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -17848302.000000 Penalty: 5940.809570
	Iteration 23Q: 3 clusters Score -1.78483e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -17848900.000000 Penalty: 5940.809570
	Iteration 24Q: 3 clusters Score -1.78489e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128366 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -17849580.000000 Penalty: 5940.809570
	Iteration 25Q: 3 clusters Score -1.784958e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -17850314.000000 Penalty: 5940.809570
	Iteration 26Q: 3 clusters Score -1.785031e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -17851406.000000 Penalty: 5940.809570
	Iteration 27Q: 3 clusters Score -1.785141e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -17852624.000000 Penalty: 5940.809570
	Iteration 28Q: 3 clusters Score -1.785262e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -17854394.000000 Penalty: 5940.809570
	Iteration 29Q: 3 clusters Score -1.785439e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129191 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -17857050.000000 Penalty: 5940.809570
	Iteration 30Q: 3 clusters Score -1.785705e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -17861346.000000 Penalty: 5940.809570
	Iteration 31Q: 3 clusters Score -1.786135e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -17865844.000000 Penalty: 5940.809570
	Iteration 32Q: 3 clusters Score -1.786584e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -17868222.000000 Penalty: 5940.809570
	Iteration 33Q: 3 clusters Score -1.786822e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122373 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -17869124.000000 Penalty: 5940.809570
	Iteration 34Q: 3 clusters Score -1.786912e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121698 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -17869498.000000 Penalty: 5940.809570
	Iteration 35Q: 3 clusters Score -1.78695e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -17869568.000000 Penalty: 5940.809570
	Iteration 36Q: 3 clusters Score -1.786957e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -17869590.000000 Penalty: 5940.809570
	Iteration 37Q: 3 clusters Score -1.786959e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -17869668.000000 Penalty: 5940.809570
	Iteration 38Q: 3 clusters Score -1.786967e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120990 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -17869656.000000 Penalty: 5940.809570
	Iteration 39Q: 3 clusters Score -1.786966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -17870906.000000 Penalty: 5940.809570
	Iteration 40F: 3 clusters Score -1.787091e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -17871670.000000 Penalty: 5940.809570
	Iteration 41Q: 3 clusters Score -1.787167e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -17872142.000000 Penalty: 5940.809570
	Iteration 42Q: 3 clusters Score -1.787214e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119070 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -17872464.000000 Penalty: 5940.809570
	Iteration 43Q: 3 clusters Score -1.787246e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118509 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -17872788.000000 Penalty: 5940.809570
	Iteration 44Q: 3 clusters Score -1.787279e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -17873208.000000 Penalty: 5940.809570
	Iteration 45Q: 3 clusters Score -1.787321e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -17873412.000000 Penalty: 5940.809570
	Iteration 46Q: 3 clusters Score -1.787341e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -17873542.000000 Penalty: 5940.809570
	Iteration 47Q: 3 clusters Score -1.787354e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -17873662.000000 Penalty: 5940.809570
	Iteration 48Q: 3 clusters Score -1.787366e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -17873690.000000 Penalty: 5940.809570
	Iteration 49Q: 3 clusters Score -1.787369e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -17873708.000000 Penalty: 5940.809570
	Iteration 50Q: 3 clusters Score -1.787371e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -17873760.000000 Penalty: 5940.809570
	Iteration 51Q: 3 clusters Score -1.787376e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -17873760.000000 Penalty: 5940.809570
	Iteration 52Q: 3 clusters Score -1.787376e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115637 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -17873772.000000 Penalty: 5940.809570
	Iteration 53Q: 3 clusters Score -1.787377e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -17873746.000000 Penalty: 5940.809570
	Iteration 54Q: 3 clusters Score -1.787375e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -17873744.000000 Penalty: 5940.809570
	Iteration 55Q: 3 clusters Score -1.787374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -17873736.000000 Penalty: 5940.809570
	Iteration 56Q: 3 clusters Score -1.787374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -17873728.000000 Penalty: 5940.809570
	Iteration 57Q: 3 clusters Score -1.787373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -17873748.000000 Penalty: 5940.809570
	Iteration 58Q: 3 clusters Score -1.787375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -17873724.000000 Penalty: 5940.809570
	Iteration 59Q: 3 clusters Score -1.787372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115409 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -17873932.000000 Penalty: 5940.809570
	Iteration 60F: 3 clusters Score -1.787393e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -17874010.000000 Penalty: 5940.809570
	Iteration 61Q: 3 clusters Score -1.787401e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -17874058.000000 Penalty: 5940.809570
	Iteration 62Q: 3 clusters Score -1.787406e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114807 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -17874062.000000 Penalty: 5940.809570
	Iteration 63Q: 3 clusters Score -1.787406e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114581 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -17874154.000000 Penalty: 5940.809570
	Iteration 64Q: 3 clusters Score -1.787415e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -17874182.000000 Penalty: 5940.809570
	Iteration 65Q: 3 clusters Score -1.787418e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114195 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -17874196.000000 Penalty: 5940.809570
	Iteration 66Q: 3 clusters Score -1.78742e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -17874242.000000 Penalty: 5940.809570
	Iteration 67Q: 3 clusters Score -1.787424e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -17874284.000000 Penalty: 5940.809570
	Iteration 68Q: 3 clusters Score -1.787428e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -17874282.000000 Penalty: 5940.809570
	Iteration 69Q: 3 clusters Score -1.787428e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -17874290.000000 Penalty: 5940.809570
	Iteration 70Q: 3 clusters Score -1.787429e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -17874310.000000 Penalty: 5940.809570
	Iteration 71Q: 3 clusters Score -1.787431e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -17874332.000000 Penalty: 5940.809570
	Iteration 72Q: 3 clusters Score -1.787433e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -17874304.000000 Penalty: 5940.809570
	Iteration 73Q: 3 clusters Score -1.78743e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -17874318.000000 Penalty: 5940.809570
	Iteration 74Q: 3 clusters Score -1.787432e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -17874326.000000 Penalty: 5940.809570
	Iteration 75Q: 3 clusters Score -1.787433e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -17874366.000000 Penalty: 5940.809570
	Iteration 76Q: 3 clusters Score -1.787437e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -17874380.000000 Penalty: 5940.809570
	Iteration 77Q: 3 clusters Score -1.787438e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112306 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -17874378.000000 Penalty: 5940.809570
	Iteration 78Q: 3 clusters Score -1.787438e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -17874404.000000 Penalty: 5940.809570
	Iteration 79Q: 3 clusters Score -1.78744e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -17874380.000000 Penalty: 5940.809570
	Iteration 80F: 3 clusters Score -1.787438e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111878 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -17874400.000000 Penalty: 5940.809570
	Iteration 81Q: 3 clusters Score -1.78744e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -17874438.000000 Penalty: 5940.809570
	Iteration 82Q: 3 clusters Score -1.787444e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -17874472.000000 Penalty: 5940.809570
	Iteration 83Q: 3 clusters Score -1.787447e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -17874462.000000 Penalty: 5940.809570
	Iteration 84Q: 3 clusters Score -1.787446e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111365 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -17874542.000000 Penalty: 5940.809570
	Iteration 85Q: 3 clusters Score -1.787454e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -17874530.000000 Penalty: 5940.809570
	Iteration 86Q: 3 clusters Score -1.787453e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -17874536.000000 Penalty: 5940.809570
	Iteration 87Q: 3 clusters Score -1.787454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -17874518.000000 Penalty: 5940.809570
	Iteration 88Q: 3 clusters Score -1.787452e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -17874516.000000 Penalty: 5940.809570
	Iteration 89Q: 3 clusters Score -1.787452e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -17874526.000000 Penalty: 5940.809570
	Iteration 90Q: 3 clusters Score -1.787453e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -17874506.000000 Penalty: 5940.809570
	Iteration 91Q: 3 clusters Score -1.787451e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -17874484.000000 Penalty: 5940.809570
	Iteration 92Q: 3 clusters Score -1.787448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -17874492.000000 Penalty: 5940.809570
	Iteration 93Q: 3 clusters Score -1.787449e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -17874504.000000 Penalty: 5940.809570
	Iteration 94Q: 3 clusters Score -1.78745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -17874510.000000 Penalty: 5940.809570
	Iteration 95Q: 3 clusters Score -1.787451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110571 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -17874492.000000 Penalty: 5940.809570
	Iteration 96Q: 3 clusters Score -1.787449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110530 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -17874512.000000 Penalty: 5940.809570
	Iteration 97Q: 3 clusters Score -1.787451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -17874522.000000 Penalty: 5940.809570
	Iteration 98Q: 3 clusters Score -1.787452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -17874536.000000 Penalty: 5940.809570
	Iteration 99Q: 3 clusters Score -1.787454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -17874528.000000 Penalty: 5940.809570
	Iteration 100F: 3 clusters Score -1.787453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -17874542.000000 Penalty: 5940.809570
	Iteration 101Q: 3 clusters Score -1.787454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -17874540.000000 Penalty: 5940.809570
	Iteration 102Q: 3 clusters Score -1.787454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -17874556.000000 Penalty: 5940.809570
	Iteration 103Q: 3 clusters Score -1.787456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -17874564.000000 Penalty: 5940.809570
	Iteration 104Q: 3 clusters Score -1.787456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -17874558.000000 Penalty: 5940.809570
	Iteration 105Q: 3 clusters Score -1.787456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -17874564.000000 Penalty: 5940.809570
	Iteration 106Q: 3 clusters Score -1.787456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -17874568.000000 Penalty: 5940.809570
	Iteration 107Q: 3 clusters Score -1.787457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -17874560.000000 Penalty: 5940.809570
	Iteration 108Q: 3 clusters Score -1.787456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -17874560.000000 Penalty: 5940.809570
	Iteration 109F: 3 clusters Score -1.787456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 127888 members 
Mstep: Class 6 contains 141087 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Entering Unmasked Estep 
Score: -211235456.000000 Penalty: 75454.882812
Splitting cluster 4 changes total score from -211130640.000000 to -211235456.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (127888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127888 members 
Entering Unmasked Estep 
Score: -14270125.000000 Penalty: 2916.209717
	Iteration 0F: 2 clusters Score -1.427012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -14184921.000000 Penalty: 5832.419434
	Iteration 0F: 3 clusters Score -1.418492e+07 nChanged 60773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -14222586.000000 Penalty: 5832.419434
	Iteration 1F: 3 clusters Score -1.422259e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -14228400.000000 Penalty: 5832.419434
	Iteration 2F: 3 clusters Score -1.42284e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -14236793.000000 Penalty: 5832.419434
	Iteration 3F: 3 clusters Score -1.423679e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -14246757.000000 Penalty: 5832.419434
	Iteration 4F: 3 clusters Score -1.424676e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -14255385.000000 Penalty: 5832.419434
	Iteration 5F: 3 clusters Score -1.425538e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -14261174.000000 Penalty: 5832.419434
	Iteration 6F: 3 clusters Score -1.426117e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -14264460.000000 Penalty: 5832.419434
	Iteration 7Q: 3 clusters Score -1.426446e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -14266051.000000 Penalty: 5832.419434
	Iteration 8Q: 3 clusters Score -1.426605e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -14267285.000000 Penalty: 5832.419434
	Iteration 9Q: 3 clusters Score -1.426728e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -14268032.000000 Penalty: 5832.419434
	Iteration 10Q: 3 clusters Score -1.426803e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -14268580.000000 Penalty: 5832.419434
	Iteration 11Q: 3 clusters Score -1.426858e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -14269158.000000 Penalty: 5832.419434
	Iteration 12Q: 3 clusters Score -1.426916e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -14269596.000000 Penalty: 5832.419434
	Iteration 13Q: 3 clusters Score -1.42696e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -14269948.000000 Penalty: 5832.419434
	Iteration 14Q: 3 clusters Score -1.426995e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -14270285.000000 Penalty: 5832.419434
	Iteration 15Q: 3 clusters Score -1.427028e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -14270591.000000 Penalty: 5832.419434
	Iteration 16Q: 3 clusters Score -1.427059e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -14270881.000000 Penalty: 5832.419434
	Iteration 17Q: 3 clusters Score -1.427088e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -14271126.000000 Penalty: 5832.419434
	Iteration 18Q: 3 clusters Score -1.427113e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -14271451.000000 Penalty: 5832.419434
	Iteration 19Q: 3 clusters Score -1.427145e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -14271843.000000 Penalty: 5832.419434
	Iteration 20F: 3 clusters Score -1.427184e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -14272274.000000 Penalty: 5832.419434
	Iteration 21Q: 3 clusters Score -1.427227e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -14272531.000000 Penalty: 5832.419434
	Iteration 22Q: 3 clusters Score -1.427253e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -14272928.000000 Penalty: 5832.419434
	Iteration 23Q: 3 clusters Score -1.427293e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -14273397.000000 Penalty: 5832.419434
	Iteration 24Q: 3 clusters Score -1.42734e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -14273951.000000 Penalty: 5832.419434
	Iteration 25Q: 3 clusters Score -1.427395e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -14274458.000000 Penalty: 5832.419434
	Iteration 26Q: 3 clusters Score -1.427446e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -14275113.000000 Penalty: 5832.419434
	Iteration 27Q: 3 clusters Score -1.427511e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -14275812.000000 Penalty: 5832.419434
	Iteration 28Q: 3 clusters Score -1.427581e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -14276461.000000 Penalty: 5832.419434
	Iteration 29Q: 3 clusters Score -1.427646e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -14277472.000000 Penalty: 5832.419434
	Iteration 30Q: 3 clusters Score -1.427747e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -14278882.000000 Penalty: 5832.419434
	Iteration 31Q: 3 clusters Score -1.427888e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -14280516.000000 Penalty: 5832.419434
	Iteration 32Q: 3 clusters Score -1.428052e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -14282133.000000 Penalty: 5832.419434
	Iteration 33Q: 3 clusters Score -1.428213e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -14283322.000000 Penalty: 5832.419434
	Iteration 34Q: 3 clusters Score -1.428332e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -14284097.000000 Penalty: 5832.419434
	Iteration 35Q: 3 clusters Score -1.42841e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -14284537.000000 Penalty: 5832.419434
	Iteration 36Q: 3 clusters Score -1.428454e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 87128 members 
Entering Unmasked Estep 
Score: -14284698.000000 Penalty: 5832.419434
	Iteration 37Q: 3 clusters Score -1.42847e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -14284861.000000 Penalty: 5832.419434
	Iteration 38Q: 3 clusters Score -1.428486e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -14284888.000000 Penalty: 5832.419434
	Iteration 39Q: 3 clusters Score -1.428489e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -14285606.000000 Penalty: 5832.419434
	Iteration 40F: 3 clusters Score -1.428561e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -14286059.000000 Penalty: 5832.419434
	Iteration 41Q: 3 clusters Score -1.428606e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -14286201.000000 Penalty: 5832.419434
	Iteration 42Q: 3 clusters Score -1.42862e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -14286247.000000 Penalty: 5832.419434
	Iteration 43Q: 3 clusters Score -1.428625e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -14286278.000000 Penalty: 5832.419434
	Iteration 44Q: 3 clusters Score -1.428628e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -14286305.000000 Penalty: 5832.419434
	Iteration 45Q: 3 clusters Score -1.42863e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -14286357.000000 Penalty: 5832.419434
	Iteration 46Q: 3 clusters Score -1.428636e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -14286411.000000 Penalty: 5832.419434
	Iteration 47Q: 3 clusters Score -1.428641e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -14286452.000000 Penalty: 5832.419434
	Iteration 48Q: 3 clusters Score -1.428645e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -14286461.000000 Penalty: 5832.419434
	Iteration 49Q: 3 clusters Score -1.428646e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -14286559.000000 Penalty: 5832.419434
	Iteration 50Q: 3 clusters Score -1.428656e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -14286629.000000 Penalty: 5832.419434
	Iteration 51Q: 3 clusters Score -1.428663e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -14286712.000000 Penalty: 5832.419434
	Iteration 52Q: 3 clusters Score -1.428671e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -14286747.000000 Penalty: 5832.419434
	Iteration 53Q: 3 clusters Score -1.428675e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -14286869.000000 Penalty: 5832.419434
	Iteration 54Q: 3 clusters Score -1.428687e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -14286935.000000 Penalty: 5832.419434
	Iteration 55Q: 3 clusters Score -1.428694e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -14287068.000000 Penalty: 5832.419434
	Iteration 56Q: 3 clusters Score -1.428707e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -14287222.000000 Penalty: 5832.419434
	Iteration 57Q: 3 clusters Score -1.428722e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -14287247.000000 Penalty: 5832.419434
	Iteration 58Q: 3 clusters Score -1.428725e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -14287354.000000 Penalty: 5832.419434
	Iteration 59Q: 3 clusters Score -1.428735e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -14287497.000000 Penalty: 5832.419434
	Iteration 60F: 3 clusters Score -1.42875e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -14287647.000000 Penalty: 5832.419434
	Iteration 61Q: 3 clusters Score -1.428765e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -14287747.000000 Penalty: 5832.419434
	Iteration 62Q: 3 clusters Score -1.428775e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -14287859.000000 Penalty: 5832.419434
	Iteration 63Q: 3 clusters Score -1.428786e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -14287896.000000 Penalty: 5832.419434
	Iteration 64Q: 3 clusters Score -1.42879e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -14288004.000000 Penalty: 5832.419434
	Iteration 65Q: 3 clusters Score -1.4288e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -14288094.000000 Penalty: 5832.419434
	Iteration 66Q: 3 clusters Score -1.428809e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -14288152.000000 Penalty: 5832.419434
	Iteration 67Q: 3 clusters Score -1.428815e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -14288148.000000 Penalty: 5832.419434
	Iteration 68Q: 3 clusters Score -1.428815e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -14288162.000000 Penalty: 5832.419434
	Iteration 69Q: 3 clusters Score -1.428816e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -14288176.000000 Penalty: 5832.419434
	Iteration 70Q: 3 clusters Score -1.428818e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -14288198.000000 Penalty: 5832.419434
	Iteration 71Q: 3 clusters Score -1.42882e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -14288203.000000 Penalty: 5832.419434
	Iteration 72Q: 3 clusters Score -1.42882e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -14288179.000000 Penalty: 5832.419434
	Iteration 73Q: 3 clusters Score -1.428818e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -14288169.000000 Penalty: 5832.419434
	Iteration 74Q: 3 clusters Score -1.428817e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -14288166.000000 Penalty: 5832.419434
	Iteration 75Q: 3 clusters Score -1.428817e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -14288166.000000 Penalty: 5832.419434
	Iteration 76Q: 3 clusters Score -1.428817e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 100402 members 
Entering Unmasked Estep 
Score: -14288182.000000 Penalty: 5832.419434
	Iteration 77Q: 3 clusters Score -1.428818e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -14288190.000000 Penalty: 5832.419434
	Iteration 78Q: 3 clusters Score -1.428819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -14288207.000000 Penalty: 5832.419434
	Iteration 79Q: 3 clusters Score -1.428821e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -14288208.000000 Penalty: 5832.419434
	Iteration 80F: 3 clusters Score -1.428821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -14288225.000000 Penalty: 5832.419434
	Iteration 81Q: 3 clusters Score -1.428822e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -14288238.000000 Penalty: 5832.419434
	Iteration 82Q: 3 clusters Score -1.428824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -14288255.000000 Penalty: 5832.419434
	Iteration 83Q: 3 clusters Score -1.428826e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -14288275.000000 Penalty: 5832.419434
	Iteration 84Q: 3 clusters Score -1.428828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -14288293.000000 Penalty: 5832.419434
	Iteration 85Q: 3 clusters Score -1.428829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -14288276.000000 Penalty: 5832.419434
	Iteration 86Q: 3 clusters Score -1.428828e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -14288275.000000 Penalty: 5832.419434
	Iteration 87Q: 3 clusters Score -1.428828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
Score: -14288277.000000 Penalty: 5832.419434
	Iteration 88Q: 3 clusters Score -1.428828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 101038 members 
Entering Unmasked Estep 
Score: -14288289.000000 Penalty: 5832.419434
	Iteration 89Q: 3 clusters Score -1.428829e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -14288307.000000 Penalty: 5832.419434
	Iteration 90Q: 3 clusters Score -1.428831e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -14288329.000000 Penalty: 5832.419434
	Iteration 91Q: 3 clusters Score -1.428833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -14288337.000000 Penalty: 5832.419434
	Iteration 92Q: 3 clusters Score -1.428834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -14288331.000000 Penalty: 5832.419434
	Iteration 93Q: 3 clusters Score -1.428833e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -14288343.000000 Penalty: 5832.419434
	Iteration 94Q: 3 clusters Score -1.428834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -14288344.000000 Penalty: 5832.419434
	Iteration 95Q: 3 clusters Score -1.428834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 101318 members 
Entering Unmasked Estep 
Score: -14288368.000000 Penalty: 5832.419434
	Iteration 96Q: 3 clusters Score -1.428837e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -14288376.000000 Penalty: 5832.419434
	Iteration 97Q: 3 clusters Score -1.428838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -14288366.000000 Penalty: 5832.419434
	Iteration 98Q: 3 clusters Score -1.428837e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -14288366.000000 Penalty: 5832.419434
	Iteration 99Q: 3 clusters Score -1.428837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -14288371.000000 Penalty: 5832.419434
	Iteration 100F: 3 clusters Score -1.428837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -14288385.000000 Penalty: 5832.419434
	Iteration 101Q: 3 clusters Score -1.428838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -14288369.000000 Penalty: 5832.419434
	Iteration 102Q: 3 clusters Score -1.428837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -14288368.000000 Penalty: 5832.419434
	Iteration 103Q: 3 clusters Score -1.428837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -14288371.000000 Penalty: 5832.419434
	Iteration 104Q: 3 clusters Score -1.428837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -14288358.000000 Penalty: 5832.419434
	Iteration 105Q: 3 clusters Score -1.428836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -14288369.000000 Penalty: 5832.419434
	Iteration 106Q: 3 clusters Score -1.428837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -14288370.000000 Penalty: 5832.419434
	Iteration 107Q: 3 clusters Score -1.428837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -14288370.000000 Penalty: 5832.419434
	Iteration 108F: 3 clusters Score -1.428837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 141087 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Entering Unmasked Estep 
Score: -211248592.000000 Penalty: 79047.968750
Splitting cluster 5 changes total score from -211130640.000000 to -211248592.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (141087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Entering Unmasked Estep 
Score: -15731864.000000 Penalty: 2940.568848
	Iteration 0F: 2 clusters Score -1.573186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -15637184.000000 Penalty: 5881.137695
	Iteration 0F: 3 clusters Score -1.563718e+07 nChanged 67534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -15677806.000000 Penalty: 5881.137695
	Iteration 1F: 3 clusters Score -1.567781e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -15680748.000000 Penalty: 5881.137695
	Iteration 2Q: 3 clusters Score -1.568075e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -15686259.000000 Penalty: 5881.137695
	Iteration 3F: 3 clusters Score -1.568626e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -15696237.000000 Penalty: 5881.137695
	Iteration 4F: 3 clusters Score -1.569624e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -15710026.000000 Penalty: 5881.137695
	Iteration 5F: 3 clusters Score -1.571003e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -15722155.000000 Penalty: 5881.137695
	Iteration 6F: 3 clusters Score -1.572216e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -15729441.000000 Penalty: 5881.137695
	Iteration 7F: 3 clusters Score -1.572944e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -15733475.000000 Penalty: 5881.137695
	Iteration 8Q: 3 clusters Score -1.573348e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -15735587.000000 Penalty: 5881.137695
	Iteration 9Q: 3 clusters Score -1.573559e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -15736608.000000 Penalty: 5881.137695
	Iteration 10Q: 3 clusters Score -1.573661e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -15737385.000000 Penalty: 5881.137695
	Iteration 11Q: 3 clusters Score -1.573738e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -15737850.000000 Penalty: 5881.137695
	Iteration 12Q: 3 clusters Score -1.573785e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -15738309.000000 Penalty: 5881.137695
	Iteration 13Q: 3 clusters Score -1.573831e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -15738584.000000 Penalty: 5881.137695
	Iteration 14Q: 3 clusters Score -1.573858e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -15738814.000000 Penalty: 5881.137695
	Iteration 15Q: 3 clusters Score -1.573881e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -15739032.000000 Penalty: 5881.137695
	Iteration 16Q: 3 clusters Score -1.573903e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -15739128.000000 Penalty: 5881.137695
	Iteration 17Q: 3 clusters Score -1.573913e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -15739157.000000 Penalty: 5881.137695
	Iteration 18Q: 3 clusters Score -1.573916e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -15739161.000000 Penalty: 5881.137695
	Iteration 19Q: 3 clusters Score -1.573916e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -15739174.000000 Penalty: 5881.137695
	Iteration 20F: 3 clusters Score -1.573917e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -15739217.000000 Penalty: 5881.137695
	Iteration 21Q: 3 clusters Score -1.573922e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -15739283.000000 Penalty: 5881.137695
	Iteration 22Q: 3 clusters Score -1.573928e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -15739329.000000 Penalty: 5881.137695
	Iteration 23Q: 3 clusters Score -1.573933e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -15739380.000000 Penalty: 5881.137695
	Iteration 24Q: 3 clusters Score -1.573938e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -15739415.000000 Penalty: 5881.137695
	Iteration 25Q: 3 clusters Score -1.573942e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -15739404.000000 Penalty: 5881.137695
	Iteration 26Q: 3 clusters Score -1.57394e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -15739422.000000 Penalty: 5881.137695
	Iteration 27Q: 3 clusters Score -1.573942e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -15739391.000000 Penalty: 5881.137695
	Iteration 28Q: 3 clusters Score -1.573939e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -15739442.000000 Penalty: 5881.137695
	Iteration 29Q: 3 clusters Score -1.573944e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -15739462.000000 Penalty: 5881.137695
	Iteration 30Q: 3 clusters Score -1.573946e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -15739457.000000 Penalty: 5881.137695
	Iteration 31Q: 3 clusters Score -1.573946e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -15739454.000000 Penalty: 5881.137695
	Iteration 32Q: 3 clusters Score -1.573945e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -15739460.000000 Penalty: 5881.137695
	Iteration 33Q: 3 clusters Score -1.573946e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -15739486.000000 Penalty: 5881.137695
	Iteration 34Q: 3 clusters Score -1.573949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -15739516.000000 Penalty: 5881.137695
	Iteration 35Q: 3 clusters Score -1.573952e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -15739516.000000 Penalty: 5881.137695
	Iteration 36Q: 3 clusters Score -1.573952e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -15739522.000000 Penalty: 5881.137695
	Iteration 37Q: 3 clusters Score -1.573952e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -15739519.000000 Penalty: 5881.137695
	Iteration 38Q: 3 clusters Score -1.573952e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -15739494.000000 Penalty: 5881.137695
	Iteration 39Q: 3 clusters Score -1.573949e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -15739498.000000 Penalty: 5881.137695
	Iteration 40F: 3 clusters Score -1.57395e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -15739511.000000 Penalty: 5881.137695
	Iteration 41Q: 3 clusters Score -1.573951e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -15739508.000000 Penalty: 5881.137695
	Iteration 42Q: 3 clusters Score -1.573951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -15739493.000000 Penalty: 5881.137695
	Iteration 43Q: 3 clusters Score -1.573949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -15739480.000000 Penalty: 5881.137695
	Iteration 44Q: 3 clusters Score -1.573948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -15739488.000000 Penalty: 5881.137695
	Iteration 45Q: 3 clusters Score -1.573949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -15739486.000000 Penalty: 5881.137695
	Iteration 46Q: 3 clusters Score -1.573949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -15739506.000000 Penalty: 5881.137695
	Iteration 47Q: 3 clusters Score -1.573951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -15739502.000000 Penalty: 5881.137695
	Iteration 48Q: 3 clusters Score -1.57395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -15739516.000000 Penalty: 5881.137695
	Iteration 49Q: 3 clusters Score -1.573952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -15739513.000000 Penalty: 5881.137695
	Iteration 50Q: 3 clusters Score -1.573951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 71203 members 
Entering Unmasked Estep 
Score: -15739493.000000 Penalty: 5881.137695
	Iteration 51Q: 3 clusters Score -1.573949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -15739487.000000 Penalty: 5881.137695
	Iteration 52Q: 3 clusters Score -1.573949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -15739495.000000 Penalty: 5881.137695
	Iteration 53Q: 3 clusters Score -1.57395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -15739482.000000 Penalty: 5881.137695
	Iteration 54Q: 3 clusters Score -1.573948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -15739489.000000 Penalty: 5881.137695
	Iteration 55Q: 3 clusters Score -1.573949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -15739487.000000 Penalty: 5881.137695
	Iteration 56Q: 3 clusters Score -1.573949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -15739493.000000 Penalty: 5881.137695
	Iteration 57Q: 3 clusters Score -1.573949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -15739485.000000 Penalty: 5881.137695
	Iteration 58Q: 3 clusters Score -1.573948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -15739495.000000 Penalty: 5881.137695
	Iteration 59Q: 3 clusters Score -1.57395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -15739488.000000 Penalty: 5881.137695
	Iteration 60F: 3 clusters Score -1.573949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -15739481.000000 Penalty: 5881.137695
	Iteration 61Q: 3 clusters Score -1.573948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -15739479.000000 Penalty: 5881.137695
	Iteration 62Q: 3 clusters Score -1.573948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -15739488.000000 Penalty: 5881.137695
	Iteration 63Q: 3 clusters Score -1.573949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -15739488.000000 Penalty: 5881.137695
	Iteration 64Q: 3 clusters Score -1.573949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -15739488.000000 Penalty: 5881.137695
	Iteration 65F: 3 clusters Score -1.573949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Entering Unmasked Estep 
Score: -211254416.000000 Penalty: 82641.054688
Splitting cluster 6 changes total score from -211130640.000000 to -211254416.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (12348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Entering Unmasked Estep 
Score: -1038513.312500 Penalty: 2336.469727
	Iteration 0F: 2 clusters Score -1038513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1029895.500000 Penalty: 4672.939453
	Iteration 0F: 3 clusters Score -1029896 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1046066.812500 Penalty: 4672.939453
	Iteration 1F: 3 clusters Score -1046067 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1057215.000000 Penalty: 4672.939453
	Iteration 2F: 3 clusters Score -1057215 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1060461.500000 Penalty: 4672.939453
	Iteration 3F: 3 clusters Score -1060462 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1061997.875000 Penalty: 4672.939453
	Iteration 4F: 3 clusters Score -1061998 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1062930.000000 Penalty: 4672.939453
	Iteration 5Q: 3 clusters Score -1062930 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1063682.875000 Penalty: 4672.939453
	Iteration 6Q: 3 clusters Score -1063683 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1064443.000000 Penalty: 4672.939453
	Iteration 7Q: 3 clusters Score -1064443 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1064920.125000 Penalty: 4672.939453
	Iteration 8Q: 3 clusters Score -1064920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1065143.875000 Penalty: 4672.939453
	Iteration 9Q: 3 clusters Score -1065144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1065325.500000 Penalty: 4672.939453
	Iteration 10Q: 3 clusters Score -1065326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1065504.000000 Penalty: 4672.939453
	Iteration 11Q: 3 clusters Score -1065504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1065750.750000 Penalty: 4672.939453
	Iteration 12Q: 3 clusters Score -1065751 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1066010.625000 Penalty: 4672.939453
	Iteration 13Q: 3 clusters Score -1066011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1066148.250000 Penalty: 4672.939453
	Iteration 14Q: 3 clusters Score -1066148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1066201.625000 Penalty: 4672.939453
	Iteration 15Q: 3 clusters Score -1066202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1066252.750000 Penalty: 4672.939453
	Iteration 16Q: 3 clusters Score -1066253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1066312.875000 Penalty: 4672.939453
	Iteration 17Q: 3 clusters Score -1066313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1066375.875000 Penalty: 4672.939453
	Iteration 18Q: 3 clusters Score -1066376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1066414.625000 Penalty: 4672.939453
	Iteration 19Q: 3 clusters Score -1066415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1066596.875000 Penalty: 4672.939453
	Iteration 20F: 3 clusters Score -1066597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1066807.750000 Penalty: 4672.939453
	Iteration 21Q: 3 clusters Score -1066808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1066919.125000 Penalty: 4672.939453
	Iteration 22Q: 3 clusters Score -1066919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1067027.375000 Penalty: 4672.939453
	Iteration 23Q: 3 clusters Score -1067027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1067105.500000 Penalty: 4672.939453
	Iteration 24Q: 3 clusters Score -1067106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1067214.625000 Penalty: 4672.939453
	Iteration 25Q: 3 clusters Score -1067215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1067417.500000 Penalty: 4672.939453
	Iteration 26Q: 3 clusters Score -1067418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1067765.375000 Penalty: 4672.939453
	Iteration 27Q: 3 clusters Score -1067765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1068011.875000 Penalty: 4672.939453
	Iteration 28Q: 3 clusters Score -1068012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1068162.375000 Penalty: 4672.939453
	Iteration 29Q: 3 clusters Score -1068162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1068296.250000 Penalty: 4672.939453
	Iteration 30Q: 3 clusters Score -1068296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1068397.250000 Penalty: 4672.939453
	Iteration 31Q: 3 clusters Score -1068397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1068479.625000 Penalty: 4672.939453
	Iteration 32Q: 3 clusters Score -1068480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1068593.750000 Penalty: 4672.939453
	Iteration 33Q: 3 clusters Score -1068594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1068728.000000 Penalty: 4672.939453
	Iteration 34Q: 3 clusters Score -1068728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1068855.750000 Penalty: 4672.939453
	Iteration 35Q: 3 clusters Score -1068856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1068964.875000 Penalty: 4672.939453
	Iteration 36Q: 3 clusters Score -1068965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1069072.500000 Penalty: 4672.939453
	Iteration 37Q: 3 clusters Score -1069072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1069191.625000 Penalty: 4672.939453
	Iteration 38Q: 3 clusters Score -1069192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1069262.500000 Penalty: 4672.939453
	Iteration 39Q: 3 clusters Score -1069262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1069693.000000 Penalty: 4672.939453
	Iteration 40F: 3 clusters Score -1069693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1070654.625000 Penalty: 4672.939453
	Iteration 41Q: 3 clusters Score -1070655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1072045.750000 Penalty: 4672.939453
	Iteration 42Q: 3 clusters Score -1072046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1072642.750000 Penalty: 4672.939453
	Iteration 43Q: 3 clusters Score -1072643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1072729.750000 Penalty: 4672.939453
	Iteration 44Q: 3 clusters Score -1072730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1072752.250000 Penalty: 4672.939453
	Iteration 45Q: 3 clusters Score -1072752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1072768.000000 Penalty: 4672.939453
	Iteration 46Q: 3 clusters Score -1072768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1072769.250000 Penalty: 4672.939453
	Iteration 47Q: 3 clusters Score -1072769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1072784.000000 Penalty: 4672.939453
	Iteration 48F: 3 clusters Score -1072784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1072792.000000 Penalty: 4672.939453
	Iteration 49Q: 3 clusters Score -1072792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1072794.375000 Penalty: 4672.939453
	Iteration 50Q: 3 clusters Score -1072794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1072792.625000 Penalty: 4672.939453
	Iteration 51Q: 3 clusters Score -1072793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1072799.875000 Penalty: 4672.939453
	Iteration 52F: 3 clusters Score -1072800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1072837.625000 Penalty: 4672.939453
	Iteration 53Q: 3 clusters Score -1072838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1072838.500000 Penalty: 4672.939453
	Iteration 54Q: 3 clusters Score -1072838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1072838.750000 Penalty: 4672.939453
	Iteration 55Q: 3 clusters Score -1072839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1072838.750000 Penalty: 4672.939453
	Iteration 56F: 3 clusters Score -1072839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Entering Unmasked Estep 
Score: -211287472.000000 Penalty: 86234.148438
Splitting cluster 7 changes total score from -211130640.000000 to -211287472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (91329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Entering Unmasked Estep 
Score: -10173444.000000 Penalty: 2832.711670
	Iteration 0F: 2 clusters Score -1.017344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -10112509.000000 Penalty: 5665.423340
	Iteration 0F: 3 clusters Score -1.011251e+07 nChanged 43228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -10140345.000000 Penalty: 5665.423340
	Iteration 1F: 3 clusters Score -1.014034e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -10149611.000000 Penalty: 5665.423340
	Iteration 2F: 3 clusters Score -1.014961e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -10164384.000000 Penalty: 5665.423340
	Iteration 3F: 3 clusters Score -1.016438e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -10180208.000000 Penalty: 5665.423340
	Iteration 4F: 3 clusters Score -1.018021e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -10192741.000000 Penalty: 5665.423340
	Iteration 5F: 3 clusters Score -1.019274e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -10201237.000000 Penalty: 5665.423340
	Iteration 6F: 3 clusters Score -1.020124e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -10205094.000000 Penalty: 5665.423340
	Iteration 7F: 3 clusters Score -1.020509e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -10206682.000000 Penalty: 5665.423340
	Iteration 8Q: 3 clusters Score -1.020668e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -10207450.000000 Penalty: 5665.423340
	Iteration 9Q: 3 clusters Score -1.020745e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -10207878.000000 Penalty: 5665.423340
	Iteration 10Q: 3 clusters Score -1.020788e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -10208196.000000 Penalty: 5665.423340
	Iteration 11Q: 3 clusters Score -1.02082e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -10208437.000000 Penalty: 5665.423340
	Iteration 12Q: 3 clusters Score -1.020844e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -10208628.000000 Penalty: 5665.423340
	Iteration 13Q: 3 clusters Score -1.020863e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -10208816.000000 Penalty: 5665.423340
	Iteration 14Q: 3 clusters Score -1.020882e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -10208973.000000 Penalty: 5665.423340
	Iteration 15Q: 3 clusters Score -1.020897e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -10209107.000000 Penalty: 5665.423340
	Iteration 16Q: 3 clusters Score -1.020911e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -10209203.000000 Penalty: 5665.423340
	Iteration 17Q: 3 clusters Score -1.02092e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -10209298.000000 Penalty: 5665.423340
	Iteration 18Q: 3 clusters Score -1.02093e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -10209313.000000 Penalty: 5665.423340
	Iteration 19Q: 3 clusters Score -1.020931e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10209379.000000 Penalty: 5665.423340
	Iteration 20F: 3 clusters Score -1.020938e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -10209417.000000 Penalty: 5665.423340
	Iteration 21Q: 3 clusters Score -1.020942e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -10209436.000000 Penalty: 5665.423340
	Iteration 22Q: 3 clusters Score -1.020944e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -10209445.000000 Penalty: 5665.423340
	Iteration 23Q: 3 clusters Score -1.020944e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -10209413.000000 Penalty: 5665.423340
	Iteration 24Q: 3 clusters Score -1.020941e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -10209416.000000 Penalty: 5665.423340
	Iteration 25Q: 3 clusters Score -1.020942e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -10209458.000000 Penalty: 5665.423340
	Iteration 26Q: 3 clusters Score -1.020946e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -10209462.000000 Penalty: 5665.423340
	Iteration 27Q: 3 clusters Score -1.020946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -10209476.000000 Penalty: 5665.423340
	Iteration 28Q: 3 clusters Score -1.020948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -10209475.000000 Penalty: 5665.423340
	Iteration 29Q: 3 clusters Score -1.020948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -10209485.000000 Penalty: 5665.423340
	Iteration 30Q: 3 clusters Score -1.020948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -10209491.000000 Penalty: 5665.423340
	Iteration 31Q: 3 clusters Score -1.020949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -10209493.000000 Penalty: 5665.423340
	Iteration 32Q: 3 clusters Score -1.020949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -10209493.000000 Penalty: 5665.423340
	Iteration 33Q: 3 clusters Score -1.020949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10209489.000000 Penalty: 5665.423340
	Iteration 34Q: 3 clusters Score -1.020949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -10209490.000000 Penalty: 5665.423340
	Iteration 35Q: 3 clusters Score -1.020949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -10209482.000000 Penalty: 5665.423340
	Iteration 36Q: 3 clusters Score -1.020948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -10209483.000000 Penalty: 5665.423340
	Iteration 37Q: 3 clusters Score -1.020948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -10209483.000000 Penalty: 5665.423340
	Iteration 38F: 3 clusters Score -1.020948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Entering Unmasked Estep 
Score: -211317600.000000 Penalty: 89827.234375
Splitting cluster 8 changes total score from -211130640.000000 to -211317600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (42650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Entering Unmasked Estep 
Score: -3784126.750000 Penalty: 2643.874023
	Iteration 0F: 2 clusters Score -3784127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3755779.000000 Penalty: 5287.748047
	Iteration 0F: 3 clusters Score -3755779 nChanged 19817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3774650.500000 Penalty: 5287.748047
	Iteration 1F: 3 clusters Score -3774650 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3787773.500000 Penalty: 5287.748047
	Iteration 2F: 3 clusters Score -3787774 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3799492.000000 Penalty: 5287.748047
	Iteration 3F: 3 clusters Score -3799492 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3806053.250000 Penalty: 5287.748047
	Iteration 4F: 3 clusters Score -3806053 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3810024.750000 Penalty: 5287.748047
	Iteration 5F: 3 clusters Score -3810025 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3812519.500000 Penalty: 5287.748047
	Iteration 6Q: 3 clusters Score -3812520 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3813906.250000 Penalty: 5287.748047
	Iteration 7Q: 3 clusters Score -3813906 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3814820.000000 Penalty: 5287.748047
	Iteration 8Q: 3 clusters Score -3814820 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3815273.250000 Penalty: 5287.748047
	Iteration 9Q: 3 clusters Score -3815273 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3815523.000000 Penalty: 5287.748047
	Iteration 10Q: 3 clusters Score -3815523 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3815649.000000 Penalty: 5287.748047
	Iteration 11Q: 3 clusters Score -3815649 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3815772.250000 Penalty: 5287.748047
	Iteration 12Q: 3 clusters Score -3815772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3815830.750000 Penalty: 5287.748047
	Iteration 13Q: 3 clusters Score -3815831 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3815883.750000 Penalty: 5287.748047
	Iteration 14Q: 3 clusters Score -3815884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3815956.250000 Penalty: 5287.748047
	Iteration 15Q: 3 clusters Score -3815956 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3815973.750000 Penalty: 5287.748047
	Iteration 16Q: 3 clusters Score -3815974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3815983.750000 Penalty: 5287.748047
	Iteration 17Q: 3 clusters Score -3815984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3816034.750000 Penalty: 5287.748047
	Iteration 18Q: 3 clusters Score -3816035 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3816079.000000 Penalty: 5287.748047
	Iteration 19Q: 3 clusters Score -3816079 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3816338.250000 Penalty: 5287.748047
	Iteration 20F: 3 clusters Score -3816338 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3816582.250000 Penalty: 5287.748047
	Iteration 21Q: 3 clusters Score -3816582 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3816875.250000 Penalty: 5287.748047
	Iteration 22Q: 3 clusters Score -3816875 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3817277.250000 Penalty: 5287.748047
	Iteration 23Q: 3 clusters Score -3817277 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3817837.000000 Penalty: 5287.748047
	Iteration 24Q: 3 clusters Score -3817837 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3818976.750000 Penalty: 5287.748047
	Iteration 25Q: 3 clusters Score -3818977 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3821491.250000 Penalty: 5287.748047
	Iteration 26Q: 3 clusters Score -3821491 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3824626.750000 Penalty: 5287.748047
	Iteration 27Q: 3 clusters Score -3824627 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3826278.000000 Penalty: 5287.748047
	Iteration 28Q: 3 clusters Score -3826278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3826802.750000 Penalty: 5287.748047
	Iteration 29Q: 3 clusters Score -3826803 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3826958.000000 Penalty: 5287.748047
	Iteration 30Q: 3 clusters Score -3826958 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3827029.500000 Penalty: 5287.748047
	Iteration 31Q: 3 clusters Score -3827030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3827057.750000 Penalty: 5287.748047
	Iteration 32Q: 3 clusters Score -3827058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3827088.750000 Penalty: 5287.748047
	Iteration 33Q: 3 clusters Score -3827089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3827120.250000 Penalty: 5287.748047
	Iteration 34Q: 3 clusters Score -3827120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3827129.000000 Penalty: 5287.748047
	Iteration 35Q: 3 clusters Score -3827129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3827120.000000 Penalty: 5287.748047
	Iteration 36Q: 3 clusters Score -3827120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3827122.750000 Penalty: 5287.748047
	Iteration 37Q: 3 clusters Score -3827123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3827127.000000 Penalty: 5287.748047
	Iteration 38Q: 3 clusters Score -3827127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3827120.500000 Penalty: 5287.748047
	Iteration 39Q: 3 clusters Score -3827120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3827126.000000 Penalty: 5287.748047
	Iteration 40F: 3 clusters Score -3827126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3827129.750000 Penalty: 5287.748047
	Iteration 41Q: 3 clusters Score -3827130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3827126.250000 Penalty: 5287.748047
	Iteration 42Q: 3 clusters Score -3827126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3827123.500000 Penalty: 5287.748047
	Iteration 43Q: 3 clusters Score -3827124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3827131.500000 Penalty: 5287.748047
	Iteration 44Q: 3 clusters Score -3827132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3827136.750000 Penalty: 5287.748047
	Iteration 45Q: 3 clusters Score -3827137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3827128.000000 Penalty: 5287.748047
	Iteration 46Q: 3 clusters Score -3827128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3827138.250000 Penalty: 5287.748047
	Iteration 47Q: 3 clusters Score -3827138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3827141.750000 Penalty: 5287.748047
	Iteration 48Q: 3 clusters Score -3827142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3827139.750000 Penalty: 5287.748047
	Iteration 49Q: 3 clusters Score -3827140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3827144.000000 Penalty: 5287.748047
	Iteration 50Q: 3 clusters Score -3827144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3827138.250000 Penalty: 5287.748047
	Iteration 51Q: 3 clusters Score -3827138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3827138.250000 Penalty: 5287.748047
	Iteration 52Q: 3 clusters Score -3827138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3827140.750000 Penalty: 5287.748047
	Iteration 53Q: 3 clusters Score -3827141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3827136.500000 Penalty: 5287.748047
	Iteration 54Q: 3 clusters Score -3827136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3827137.000000 Penalty: 5287.748047
	Iteration 55Q: 3 clusters Score -3827137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3827137.750000 Penalty: 5287.748047
	Iteration 56Q: 3 clusters Score -3827138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3827148.000000 Penalty: 5287.748047
	Iteration 57Q: 3 clusters Score -3827148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3827143.750000 Penalty: 5287.748047
	Iteration 58Q: 3 clusters Score -3827144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3827142.500000 Penalty: 5287.748047
	Iteration 59Q: 3 clusters Score -3827142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3827141.750000 Penalty: 5287.748047
	Iteration 60F: 3 clusters Score -3827142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Entering Unmasked Estep 
Score: -211350112.000000 Penalty: 93420.328125
Splitting cluster 9 changes total score from -211130640.000000 to -211350112.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (47176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Entering Unmasked Estep 
Score: -4937445.500000 Penalty: 2668.886963
	Iteration 0F: 2 clusters Score -4937446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4905581.000000 Penalty: 5337.773926
	Iteration 0F: 3 clusters Score -4905581 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4920933.000000 Penalty: 5337.773926
	Iteration 1F: 3 clusters Score -4920933 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4929985.000000 Penalty: 5337.773926
	Iteration 2F: 3 clusters Score -4929985 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -4945867.500000 Penalty: 5337.773926
	Iteration 3F: 3 clusters Score -4945868 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4962711.000000 Penalty: 5337.773926
	Iteration 4F: 3 clusters Score -4962711 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4970220.000000 Penalty: 5337.773926
	Iteration 5F: 3 clusters Score -4970220 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4971920.000000 Penalty: 5337.773926
	Iteration 6Q: 3 clusters Score -4971920 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4972808.500000 Penalty: 5337.773926
	Iteration 7Q: 3 clusters Score -4972808 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4973288.000000 Penalty: 5337.773926
	Iteration 8Q: 3 clusters Score -4973288 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4973655.000000 Penalty: 5337.773926
	Iteration 9Q: 3 clusters Score -4973655 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4973925.500000 Penalty: 5337.773926
	Iteration 10Q: 3 clusters Score -4973926 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4974255.000000 Penalty: 5337.773926
	Iteration 11Q: 3 clusters Score -4974255 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4974569.500000 Penalty: 5337.773926
	Iteration 12Q: 3 clusters Score -4974570 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4974817.000000 Penalty: 5337.773926
	Iteration 13Q: 3 clusters Score -4974817 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4975048.000000 Penalty: 5337.773926
	Iteration 14Q: 3 clusters Score -4975048 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4975221.000000 Penalty: 5337.773926
	Iteration 15Q: 3 clusters Score -4975221 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4975386.500000 Penalty: 5337.773926
	Iteration 16Q: 3 clusters Score -4975386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4975523.000000 Penalty: 5337.773926
	Iteration 17Q: 3 clusters Score -4975523 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4975628.500000 Penalty: 5337.773926
	Iteration 18Q: 3 clusters Score -4975628 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4975706.500000 Penalty: 5337.773926
	Iteration 19Q: 3 clusters Score -4975706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4975760.000000 Penalty: 5337.773926
	Iteration 20F: 3 clusters Score -4975760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4975886.500000 Penalty: 5337.773926
	Iteration 21Q: 3 clusters Score -4975886 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4975982.500000 Penalty: 5337.773926
	Iteration 22Q: 3 clusters Score -4975982 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4976086.000000 Penalty: 5337.773926
	Iteration 23Q: 3 clusters Score -4976086 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4976196.000000 Penalty: 5337.773926
	Iteration 24Q: 3 clusters Score -4976196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4976247.000000 Penalty: 5337.773926
	Iteration 25Q: 3 clusters Score -4976247 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4976310.500000 Penalty: 5337.773926
	Iteration 26Q: 3 clusters Score -4976310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4976364.000000 Penalty: 5337.773926
	Iteration 27Q: 3 clusters Score -4976364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4976417.500000 Penalty: 5337.773926
	Iteration 28Q: 3 clusters Score -4976418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4976440.000000 Penalty: 5337.773926
	Iteration 29Q: 3 clusters Score -4976440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4976473.000000 Penalty: 5337.773926
	Iteration 30Q: 3 clusters Score -4976473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4976476.000000 Penalty: 5337.773926
	Iteration 31Q: 3 clusters Score -4976476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4976481.500000 Penalty: 5337.773926
	Iteration 32Q: 3 clusters Score -4976482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4976482.500000 Penalty: 5337.773926
	Iteration 33Q: 3 clusters Score -4976482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4976481.500000 Penalty: 5337.773926
	Iteration 34Q: 3 clusters Score -4976482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4976481.500000 Penalty: 5337.773926
	Iteration 35Q: 3 clusters Score -4976482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4976476.500000 Penalty: 5337.773926
	Iteration 36Q: 3 clusters Score -4976476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4976498.000000 Penalty: 5337.773926
	Iteration 37Q: 3 clusters Score -4976498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4976519.500000 Penalty: 5337.773926
	Iteration 38Q: 3 clusters Score -4976520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4976511.000000 Penalty: 5337.773926
	Iteration 39Q: 3 clusters Score -4976511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -4976508.500000 Penalty: 5337.773926
	Iteration 40F: 3 clusters Score -4976508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4976508.500000 Penalty: 5337.773926
	Iteration 41Q: 3 clusters Score -4976508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4976510.500000 Penalty: 5337.773926
	Iteration 42Q: 3 clusters Score -4976510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4976510.500000 Penalty: 5337.773926
	Iteration 43F: 3 clusters Score -4976510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 52619 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Entering Unmasked Estep 
Score: -211395648.000000 Penalty: 97013.414062
Splitting cluster 10 changes total score from -211130640.000000 to -211395648.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (52619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Entering Unmasked Estep 
Score: -5517179.000000 Penalty: 2695.966553
	Iteration 0F: 2 clusters Score -5517179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -5482046.500000 Penalty: 5391.933105
	Iteration 0F: 3 clusters Score -5482046 nChanged 24491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -5500601.000000 Penalty: 5391.933105
	Iteration 1F: 3 clusters Score -5500601 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5507958.000000 Penalty: 5391.933105
	Iteration 2F: 3 clusters Score -5507958 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -5517644.000000 Penalty: 5391.933105
	Iteration 3F: 3 clusters Score -5517644 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5531105.500000 Penalty: 5391.933105
	Iteration 4F: 3 clusters Score -5531106 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -5541186.000000 Penalty: 5391.933105
	Iteration 5F: 3 clusters Score -5541186 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5546186.500000 Penalty: 5391.933105
	Iteration 6F: 3 clusters Score -5546186 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5548695.500000 Penalty: 5391.933105
	Iteration 7Q: 3 clusters Score -5548696 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -5550325.500000 Penalty: 5391.933105
	Iteration 8Q: 3 clusters Score -5550326 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5551765.500000 Penalty: 5391.933105
	Iteration 9Q: 3 clusters Score -5551766 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -5553022.000000 Penalty: 5391.933105
	Iteration 10Q: 3 clusters Score -5553022 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -5553873.500000 Penalty: 5391.933105
	Iteration 11Q: 3 clusters Score -5553874 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -5554308.000000 Penalty: 5391.933105
	Iteration 12Q: 3 clusters Score -5554308 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -5554535.000000 Penalty: 5391.933105
	Iteration 13Q: 3 clusters Score -5554535 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5554583.500000 Penalty: 5391.933105
	Iteration 14Q: 3 clusters Score -5554584 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -5554659.000000 Penalty: 5391.933105
	Iteration 15Q: 3 clusters Score -5554659 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -5554695.000000 Penalty: 5391.933105
	Iteration 16Q: 3 clusters Score -5554695 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -5554718.500000 Penalty: 5391.933105
	Iteration 17Q: 3 clusters Score -5554718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5554731.000000 Penalty: 5391.933105
	Iteration 18Q: 3 clusters Score -5554731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5554737.000000 Penalty: 5391.933105
	Iteration 19Q: 3 clusters Score -5554737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5554769.000000 Penalty: 5391.933105
	Iteration 20F: 3 clusters Score -5554769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -5554772.500000 Penalty: 5391.933105
	Iteration 21Q: 3 clusters Score -5554772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -5554773.000000 Penalty: 5391.933105
	Iteration 22Q: 3 clusters Score -5554773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5554790.000000 Penalty: 5391.933105
	Iteration 23Q: 3 clusters Score -5554790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5554793.500000 Penalty: 5391.933105
	Iteration 24Q: 3 clusters Score -5554794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -5554802.500000 Penalty: 5391.933105
	Iteration 25Q: 3 clusters Score -5554802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -5554804.000000 Penalty: 5391.933105
	Iteration 26Q: 3 clusters Score -5554804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -5554799.000000 Penalty: 5391.933105
	Iteration 27Q: 3 clusters Score -5554799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5554797.500000 Penalty: 5391.933105
	Iteration 28Q: 3 clusters Score -5554798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -5554797.500000 Penalty: 5391.933105
	Iteration 29Q: 3 clusters Score -5554798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5554798.500000 Penalty: 5391.933105
	Iteration 30Q: 3 clusters Score -5554798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -5554804.500000 Penalty: 5391.933105
	Iteration 31Q: 3 clusters Score -5554804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -5554803.500000 Penalty: 5391.933105
	Iteration 32Q: 3 clusters Score -5554804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -5554806.000000 Penalty: 5391.933105
	Iteration 33Q: 3 clusters Score -5554806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -5554804.500000 Penalty: 5391.933105
	Iteration 34Q: 3 clusters Score -5554804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -5554803.500000 Penalty: 5391.933105
	Iteration 35Q: 3 clusters Score -5554804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5554803.000000 Penalty: 5391.933105
	Iteration 36Q: 3 clusters Score -5554803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5554803.000000 Penalty: 5391.933105
	Iteration 37F: 3 clusters Score -5554803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 136901 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Entering Unmasked Estep 
Score: -211439152.000000 Penalty: 100606.507812
Splitting cluster 11 changes total score from -211130640.000000 to -211439152.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (268108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268108 members 
Entering Unmasked Estep 
Score: -31324074.000000 Penalty: 3099.788086
	Iteration 0F: 2 clusters Score -3.132407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 133873 members 
Entering Unmasked Estep 
Score: -31154920.000000 Penalty: 6199.576172
	Iteration 0F: 3 clusters Score -3.115492e+07 nChanged 129882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -31232452.000000 Penalty: 6199.576172
	Iteration 1F: 3 clusters Score -3.123245e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 127080 members 
Entering Unmasked Estep 
Score: -31235502.000000 Penalty: 6199.576172
	Iteration 2Q: 3 clusters Score -3.12355e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143827 members 
Mstep: Class 2 contains 124281 members 
Entering Unmasked Estep 
Score: -31240180.000000 Penalty: 6199.576172
	Iteration 3Q: 3 clusters Score -3.124018e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -31245768.000000 Penalty: 6199.576172
	Iteration 4Q: 3 clusters Score -3.124577e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147708 members 
Mstep: Class 2 contains 120400 members 
Entering Unmasked Estep 
Score: -31251384.000000 Penalty: 6199.576172
	Iteration 5Q: 3 clusters Score -3.125138e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 120605 members 
Entering Unmasked Estep 
Score: -31257208.000000 Penalty: 6199.576172
	Iteration 6Q: 3 clusters Score -3.125721e+07 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -31263530.000000 Penalty: 6199.576172
	Iteration 7F: 3 clusters Score -3.126353e+07 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -31270882.000000 Penalty: 6199.576172
	Iteration 8F: 3 clusters Score -3.127088e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 130035 members 
Entering Unmasked Estep 
Score: -31278476.000000 Penalty: 6199.576172
	Iteration 9F: 3 clusters Score -3.127848e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -31285132.000000 Penalty: 6199.576172
	Iteration 10F: 3 clusters Score -3.128513e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132152 members 
Mstep: Class 2 contains 135956 members 
Entering Unmasked Estep 
Score: -31290966.000000 Penalty: 6199.576172
	Iteration 11Q: 3 clusters Score -3.129097e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131034 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -31295578.000000 Penalty: 6199.576172
	Iteration 12Q: 3 clusters Score -3.129558e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131159 members 
Mstep: Class 2 contains 136949 members 
Entering Unmasked Estep 
Score: -31298236.000000 Penalty: 6199.576172
	Iteration 13Q: 3 clusters Score -3.129824e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -31300036.000000 Penalty: 6199.576172
	Iteration 14Q: 3 clusters Score -3.130004e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133398 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -31301094.000000 Penalty: 6199.576172
	Iteration 15Q: 3 clusters Score -3.130109e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -31301576.000000 Penalty: 6199.576172
	Iteration 16Q: 3 clusters Score -3.130158e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 130508 members 
Entering Unmasked Estep 
Score: -31302054.000000 Penalty: 6199.576172
	Iteration 17Q: 3 clusters Score -3.130205e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140440 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -31302586.000000 Penalty: 6199.576172
	Iteration 18Q: 3 clusters Score -3.130259e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -31303110.000000 Penalty: 6199.576172
	Iteration 19Q: 3 clusters Score -3.130311e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147088 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -31303608.000000 Penalty: 6199.576172
	Iteration 20F: 3 clusters Score -3.130361e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -31304068.000000 Penalty: 6199.576172
	Iteration 21Q: 3 clusters Score -3.130407e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -31304782.000000 Penalty: 6199.576172
	Iteration 22Q: 3 clusters Score -3.130478e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -31305718.000000 Penalty: 6199.576172
	Iteration 23Q: 3 clusters Score -3.130572e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165743 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -31306850.000000 Penalty: 6199.576172
	Iteration 24Q: 3 clusters Score -3.130685e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -31307862.000000 Penalty: 6199.576172
	Iteration 25Q: 3 clusters Score -3.130786e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177286 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -31308800.000000 Penalty: 6199.576172
	Iteration 26Q: 3 clusters Score -3.13088e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -31310062.000000 Penalty: 6199.576172
	Iteration 27Q: 3 clusters Score -3.131006e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189860 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -31311310.000000 Penalty: 6199.576172
	Iteration 28Q: 3 clusters Score -3.131131e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196349 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -31312866.000000 Penalty: 6199.576172
	Iteration 29Q: 3 clusters Score -3.131287e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202757 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -31314070.000000 Penalty: 6199.576172
	Iteration 30Q: 3 clusters Score -3.131407e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208958 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -31315478.000000 Penalty: 6199.576172
	Iteration 31Q: 3 clusters Score -3.131548e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214998 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -31316724.000000 Penalty: 6199.576172
	Iteration 32Q: 3 clusters Score -3.131672e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220605 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -31317798.000000 Penalty: 6199.576172
	Iteration 33Q: 3 clusters Score -3.13178e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225758 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -31318744.000000 Penalty: 6199.576172
	Iteration 34Q: 3 clusters Score -3.131874e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230375 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -31319836.000000 Penalty: 6199.576172
	Iteration 35Q: 3 clusters Score -3.131984e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234492 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -31320522.000000 Penalty: 6199.576172
	Iteration 36Q: 3 clusters Score -3.132052e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238163 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -31321186.000000 Penalty: 6199.576172
	Iteration 37Q: 3 clusters Score -3.132119e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241285 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -31321722.000000 Penalty: 6199.576172
	Iteration 38Q: 3 clusters Score -3.132172e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244084 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -31322106.000000 Penalty: 6199.576172
	Iteration 39Q: 3 clusters Score -3.132211e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246446 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -31322342.000000 Penalty: 6199.576172
	Iteration 40F: 3 clusters Score -3.132234e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248432 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -31322608.000000 Penalty: 6199.576172
	Iteration 41Q: 3 clusters Score -3.132261e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250155 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -31322724.000000 Penalty: 6199.576172
	Iteration 42Q: 3 clusters Score -3.132272e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251629 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -31323034.000000 Penalty: 6199.576172
	Iteration 43Q: 3 clusters Score -3.132303e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252860 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -31323060.000000 Penalty: 6199.576172
	Iteration 44Q: 3 clusters Score -3.132306e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253901 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -31323102.000000 Penalty: 6199.576172
	Iteration 45Q: 3 clusters Score -3.13231e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254761 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -31323164.000000 Penalty: 6199.576172
	Iteration 46Q: 3 clusters Score -3.132316e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255467 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -31323200.000000 Penalty: 6199.576172
	Iteration 47Q: 3 clusters Score -3.13232e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256065 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -31323162.000000 Penalty: 6199.576172
	Iteration 48Q: 3 clusters Score -3.132316e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256548 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -31323166.000000 Penalty: 6199.576172
	Iteration 49Q: 3 clusters Score -3.132317e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256978 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -31323144.000000 Penalty: 6199.576172
	Iteration 50Q: 3 clusters Score -3.132314e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257353 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -31323164.000000 Penalty: 6199.576172
	Iteration 51Q: 3 clusters Score -3.132316e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257673 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -31323204.000000 Penalty: 6199.576172
	Iteration 52Q: 3 clusters Score -3.13232e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257934 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -31323226.000000 Penalty: 6199.576172
	Iteration 53Q: 3 clusters Score -3.132323e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258170 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -31323234.000000 Penalty: 6199.576172
	Iteration 54Q: 3 clusters Score -3.132323e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258368 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -31323324.000000 Penalty: 6199.576172
	Iteration 55Q: 3 clusters Score -3.132332e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258549 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -31323314.000000 Penalty: 6199.576172
	Iteration 56Q: 3 clusters Score -3.132331e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258719 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -31323382.000000 Penalty: 6199.576172
	Iteration 57Q: 3 clusters Score -3.132338e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258893 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -31323364.000000 Penalty: 6199.576172
	Iteration 58Q: 3 clusters Score -3.132336e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259051 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -31323398.000000 Penalty: 6199.576172
	Iteration 59Q: 3 clusters Score -3.13234e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259180 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -31323382.000000 Penalty: 6199.576172
	Iteration 60F: 3 clusters Score -3.132338e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259274 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -31323378.000000 Penalty: 6199.576172
	Iteration 61Q: 3 clusters Score -3.132338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259352 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -31323406.000000 Penalty: 6199.576172
	Iteration 62Q: 3 clusters Score -3.132341e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259422 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -31323434.000000 Penalty: 6199.576172
	Iteration 63Q: 3 clusters Score -3.132343e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259460 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -31323416.000000 Penalty: 6199.576172
	Iteration 64Q: 3 clusters Score -3.132342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259502 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -31323414.000000 Penalty: 6199.576172
	Iteration 65Q: 3 clusters Score -3.132341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259553 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -31323394.000000 Penalty: 6199.576172
	Iteration 66Q: 3 clusters Score -3.132339e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259600 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -31323412.000000 Penalty: 6199.576172
	Iteration 67Q: 3 clusters Score -3.132341e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259645 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -31323430.000000 Penalty: 6199.576172
	Iteration 68Q: 3 clusters Score -3.132343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259690 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -31323430.000000 Penalty: 6199.576172
	Iteration 69Q: 3 clusters Score -3.132343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259726 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -31323432.000000 Penalty: 6199.576172
	Iteration 70Q: 3 clusters Score -3.132343e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259753 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -31323428.000000 Penalty: 6199.576172
	Iteration 71Q: 3 clusters Score -3.132343e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259786 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -31323418.000000 Penalty: 6199.576172
	Iteration 72Q: 3 clusters Score -3.132342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259818 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -31323410.000000 Penalty: 6199.576172
	Iteration 73Q: 3 clusters Score -3.132341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259844 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -31323398.000000 Penalty: 6199.576172
	Iteration 74Q: 3 clusters Score -3.13234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259876 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -31323392.000000 Penalty: 6199.576172
	Iteration 75Q: 3 clusters Score -3.132339e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259909 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -31323398.000000 Penalty: 6199.576172
	Iteration 76Q: 3 clusters Score -3.13234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259939 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -31323422.000000 Penalty: 6199.576172
	Iteration 77Q: 3 clusters Score -3.132342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259980 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -31323414.000000 Penalty: 6199.576172
	Iteration 78Q: 3 clusters Score -3.132341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260011 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -31323414.000000 Penalty: 6199.576172
	Iteration 79Q: 3 clusters Score -3.132341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260025 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -31323422.000000 Penalty: 6199.576172
	Iteration 80F: 3 clusters Score -3.132342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260042 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -31323402.000000 Penalty: 6199.576172
	Iteration 81Q: 3 clusters Score -3.13234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260056 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -31323410.000000 Penalty: 6199.576172
	Iteration 82Q: 3 clusters Score -3.132341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260067 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -31323404.000000 Penalty: 6199.576172
	Iteration 83Q: 3 clusters Score -3.13234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260085 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -31323426.000000 Penalty: 6199.576172
	Iteration 84Q: 3 clusters Score -3.132343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260099 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -31323444.000000 Penalty: 6199.576172
	Iteration 85Q: 3 clusters Score -3.132344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260115 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -31323402.000000 Penalty: 6199.576172
	Iteration 86Q: 3 clusters Score -3.13234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260128 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -31323402.000000 Penalty: 6199.576172
	Iteration 87Q: 3 clusters Score -3.13234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260139 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -31323408.000000 Penalty: 6199.576172
	Iteration 88Q: 3 clusters Score -3.132341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260149 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -31323392.000000 Penalty: 6199.576172
	Iteration 89Q: 3 clusters Score -3.132339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260151 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -31323396.000000 Penalty: 6199.576172
	Iteration 90Q: 3 clusters Score -3.13234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260157 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -31323418.000000 Penalty: 6199.576172
	Iteration 91Q: 3 clusters Score -3.132342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260161 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -31323400.000000 Penalty: 6199.576172
	Iteration 92Q: 3 clusters Score -3.13234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260165 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -31323400.000000 Penalty: 6199.576172
	Iteration 93Q: 3 clusters Score -3.13234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260172 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -31323372.000000 Penalty: 6199.576172
	Iteration 94Q: 3 clusters Score -3.132337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260181 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -31323380.000000 Penalty: 6199.576172
	Iteration 95Q: 3 clusters Score -3.132338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260192 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -31323390.000000 Penalty: 6199.576172
	Iteration 96Q: 3 clusters Score -3.132339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260206 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -31323380.000000 Penalty: 6199.576172
	Iteration 97Q: 3 clusters Score -3.132338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260221 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -31323380.000000 Penalty: 6199.576172
	Iteration 98Q: 3 clusters Score -3.132338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260227 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -31323384.000000 Penalty: 6199.576172
	Iteration 99Q: 3 clusters Score -3.132338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260234 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -31323372.000000 Penalty: 6199.576172
	Iteration 100F: 3 clusters Score -3.132337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260245 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -31323356.000000 Penalty: 6199.576172
	Iteration 101Q: 3 clusters Score -3.132336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260259 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -31323354.000000 Penalty: 6199.576172
	Iteration 102Q: 3 clusters Score -3.132335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260269 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -31323366.000000 Penalty: 6199.576172
	Iteration 103Q: 3 clusters Score -3.132337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260274 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -31323350.000000 Penalty: 6199.576172
	Iteration 104Q: 3 clusters Score -3.132335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260277 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -31323348.000000 Penalty: 6199.576172
	Iteration 105Q: 3 clusters Score -3.132335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260281 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -31323354.000000 Penalty: 6199.576172
	Iteration 106Q: 3 clusters Score -3.132335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260284 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -31323342.000000 Penalty: 6199.576172
	Iteration 107Q: 3 clusters Score -3.132334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260287 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -31323336.000000 Penalty: 6199.576172
	Iteration 108Q: 3 clusters Score -3.132334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260288 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -31323338.000000 Penalty: 6199.576172
	Iteration 109Q: 3 clusters Score -3.132334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260292 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -31323346.000000 Penalty: 6199.576172
	Iteration 110Q: 3 clusters Score -3.132335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260292 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -31323362.000000 Penalty: 6199.576172
	Iteration 111Q: 3 clusters Score -3.132336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260294 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -31323342.000000 Penalty: 6199.576172
	Iteration 112Q: 3 clusters Score -3.132334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260296 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -31323340.000000 Penalty: 6199.576172
	Iteration 113Q: 3 clusters Score -3.132334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260301 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -31323376.000000 Penalty: 6199.576172
	Iteration 114Q: 3 clusters Score -3.132338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260305 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -31323380.000000 Penalty: 6199.576172
	Iteration 115Q: 3 clusters Score -3.132338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260310 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -31323374.000000 Penalty: 6199.576172
	Iteration 116Q: 3 clusters Score -3.132337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260321 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -31323352.000000 Penalty: 6199.576172
	Iteration 117Q: 3 clusters Score -3.132335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260337 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -31323340.000000 Penalty: 6199.576172
	Iteration 118Q: 3 clusters Score -3.132334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260349 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -31323344.000000 Penalty: 6199.576172
	Iteration 119Q: 3 clusters Score -3.132334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260354 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -31323372.000000 Penalty: 6199.576172
	Iteration 120F: 3 clusters Score -3.132337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260361 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -31323360.000000 Penalty: 6199.576172
	Iteration 121Q: 3 clusters Score -3.132336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260367 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -31323358.000000 Penalty: 6199.576172
	Iteration 122Q: 3 clusters Score -3.132336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260375 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -31323358.000000 Penalty: 6199.576172
	Iteration 123Q: 3 clusters Score -3.132336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260386 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -31323362.000000 Penalty: 6199.576172
	Iteration 124Q: 3 clusters Score -3.132336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260393 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -31323360.000000 Penalty: 6199.576172
	Iteration 125Q: 3 clusters Score -3.132336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260396 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -31323348.000000 Penalty: 6199.576172
	Iteration 126Q: 3 clusters Score -3.132335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260405 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -31323356.000000 Penalty: 6199.576172
	Iteration 127Q: 3 clusters Score -3.132336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260408 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -31323368.000000 Penalty: 6199.576172
	Iteration 128Q: 3 clusters Score -3.132337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260411 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -31323362.000000 Penalty: 6199.576172
	Iteration 129Q: 3 clusters Score -3.132336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260414 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -31323356.000000 Penalty: 6199.576172
	Iteration 130Q: 3 clusters Score -3.132336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260416 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -31323354.000000 Penalty: 6199.576172
	Iteration 131Q: 3 clusters Score -3.132335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260420 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -31323368.000000 Penalty: 6199.576172
	Iteration 132Q: 3 clusters Score -3.132337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260425 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -31323358.000000 Penalty: 6199.576172
	Iteration 133Q: 3 clusters Score -3.132336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260431 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -31323358.000000 Penalty: 6199.576172
	Iteration 134Q: 3 clusters Score -3.132336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260438 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -31323342.000000 Penalty: 6199.576172
	Iteration 135Q: 3 clusters Score -3.132334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260441 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -31323326.000000 Penalty: 6199.576172
	Iteration 136Q: 3 clusters Score -3.132333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260447 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -31323328.000000 Penalty: 6199.576172
	Iteration 137Q: 3 clusters Score -3.132333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260455 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -31323334.000000 Penalty: 6199.576172
	Iteration 138Q: 3 clusters Score -3.132333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260465 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -31323346.000000 Penalty: 6199.576172
	Iteration 139Q: 3 clusters Score -3.132335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260481 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -31323300.000000 Penalty: 6199.576172
	Iteration 140F: 3 clusters Score -3.13233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260497 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -31323306.000000 Penalty: 6199.576172
	Iteration 141Q: 3 clusters Score -3.132331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260509 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -31323290.000000 Penalty: 6199.576172
	Iteration 142Q: 3 clusters Score -3.132329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260531 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -31323306.000000 Penalty: 6199.576172
	Iteration 143Q: 3 clusters Score -3.132331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260542 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -31323302.000000 Penalty: 6199.576172
	Iteration 144Q: 3 clusters Score -3.13233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260547 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -31323288.000000 Penalty: 6199.576172
	Iteration 145Q: 3 clusters Score -3.132329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260556 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -31323298.000000 Penalty: 6199.576172
	Iteration 146Q: 3 clusters Score -3.13233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260573 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -31323310.000000 Penalty: 6199.576172
	Iteration 147Q: 3 clusters Score -3.132331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260578 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -31323316.000000 Penalty: 6199.576172
	Iteration 148Q: 3 clusters Score -3.132332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260591 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -31323324.000000 Penalty: 6199.576172
	Iteration 149Q: 3 clusters Score -3.132332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260604 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -31323304.000000 Penalty: 6199.576172
	Iteration 150Q: 3 clusters Score -3.13233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260612 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -31323308.000000 Penalty: 6199.576172
	Iteration 151Q: 3 clusters Score -3.132331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260617 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -31323312.000000 Penalty: 6199.576172
	Iteration 152Q: 3 clusters Score -3.132331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260617 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -31323306.000000 Penalty: 6199.576172
	Iteration 153Q: 3 clusters Score -3.132331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260616 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -31323312.000000 Penalty: 6199.576172
	Iteration 154Q: 3 clusters Score -3.132331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260616 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -31323312.000000 Penalty: 6199.576172
	Iteration 155F: 3 clusters Score -3.132331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (136901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136901 members 
Entering Unmasked Estep 
Score: -14388011.000000 Penalty: 2933.099121
	Iteration 0F: 2 clusters Score -1.438801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -14296537.000000 Penalty: 5866.198242
	Iteration 0F: 3 clusters Score -1.429654e+07 nChanged 65383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -14338210.000000 Penalty: 5866.198242
	Iteration 1F: 3 clusters Score -1.433821e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -14344169.000000 Penalty: 5866.198242
	Iteration 2F: 3 clusters Score -1.434417e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -14350571.000000 Penalty: 5866.198242
	Iteration 3F: 3 clusters Score -1.435057e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -14356744.000000 Penalty: 5866.198242
	Iteration 4F: 3 clusters Score -1.435674e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -14361671.000000 Penalty: 5866.198242
	Iteration 5F: 3 clusters Score -1.436167e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -14365424.000000 Penalty: 5866.198242
	Iteration 6F: 3 clusters Score -1.436542e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -14368326.000000 Penalty: 5866.198242
	Iteration 7Q: 3 clusters Score -1.436833e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -14370527.000000 Penalty: 5866.198242
	Iteration 8Q: 3 clusters Score -1.437053e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -14372738.000000 Penalty: 5866.198242
	Iteration 9Q: 3 clusters Score -1.437274e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -14375013.000000 Penalty: 5866.198242
	Iteration 10Q: 3 clusters Score -1.437501e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -14377080.000000 Penalty: 5866.198242
	Iteration 11Q: 3 clusters Score -1.437708e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -14379365.000000 Penalty: 5866.198242
	Iteration 12Q: 3 clusters Score -1.437936e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -14381481.000000 Penalty: 5866.198242
	Iteration 13Q: 3 clusters Score -1.438148e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -14383599.000000 Penalty: 5866.198242
	Iteration 14Q: 3 clusters Score -1.43836e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -14385643.000000 Penalty: 5866.198242
	Iteration 15Q: 3 clusters Score -1.438564e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -14387380.000000 Penalty: 5866.198242
	Iteration 16Q: 3 clusters Score -1.438738e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -14388701.000000 Penalty: 5866.198242
	Iteration 17Q: 3 clusters Score -1.43887e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -14389833.000000 Penalty: 5866.198242
	Iteration 18Q: 3 clusters Score -1.438983e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -14390737.000000 Penalty: 5866.198242
	Iteration 19Q: 3 clusters Score -1.439074e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -14391450.000000 Penalty: 5866.198242
	Iteration 20F: 3 clusters Score -1.439145e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -14392004.000000 Penalty: 5866.198242
	Iteration 21Q: 3 clusters Score -1.4392e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -14392372.000000 Penalty: 5866.198242
	Iteration 22Q: 3 clusters Score -1.439237e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 129119 members 
Entering Unmasked Estep 
Score: -14392726.000000 Penalty: 5866.198242
	Iteration 23Q: 3 clusters Score -1.439273e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -14392941.000000 Penalty: 5866.198242
	Iteration 24Q: 3 clusters Score -1.439294e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
Score: -14393028.000000 Penalty: 5866.198242
	Iteration 25Q: 3 clusters Score -1.439303e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 130570 members 
Entering Unmasked Estep 
Score: -14393256.000000 Penalty: 5866.198242
	Iteration 26Q: 3 clusters Score -1.439326e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 130868 members 
Entering Unmasked Estep 
Score: -14393440.000000 Penalty: 5866.198242
	Iteration 27Q: 3 clusters Score -1.439344e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 131158 members 
Entering Unmasked Estep 
Score: -14393718.000000 Penalty: 5866.198242
	Iteration 28Q: 3 clusters Score -1.439372e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 131417 members 
Entering Unmasked Estep 
Score: -14394157.000000 Penalty: 5866.198242
	Iteration 29Q: 3 clusters Score -1.439416e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -14394823.000000 Penalty: 5866.198242
	Iteration 30Q: 3 clusters Score -1.439482e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -14394971.000000 Penalty: 5866.198242
	Iteration 31Q: 3 clusters Score -1.439497e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -14395045.000000 Penalty: 5866.198242
	Iteration 32Q: 3 clusters Score -1.439504e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -14395098.000000 Penalty: 5866.198242
	Iteration 33Q: 3 clusters Score -1.43951e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -14395096.000000 Penalty: 5866.198242
	Iteration 34Q: 3 clusters Score -1.43951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 131549 members 
Entering Unmasked Estep 
Score: -14395091.000000 Penalty: 5866.198242
	Iteration 35Q: 3 clusters Score -1.439509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -14395074.000000 Penalty: 5866.198242
	Iteration 36Q: 3 clusters Score -1.439507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -14395090.000000 Penalty: 5866.198242
	Iteration 37Q: 3 clusters Score -1.439509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -14395091.000000 Penalty: 5866.198242
	Iteration 38Q: 3 clusters Score -1.439509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 131556 members 
Entering Unmasked Estep 
Score: -14395089.000000 Penalty: 5866.198242
	Iteration 39Q: 3 clusters Score -1.439509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -14395087.000000 Penalty: 5866.198242
	Iteration 40F: 3 clusters Score -1.439509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -14395082.000000 Penalty: 5866.198242
	Iteration 41Q: 3 clusters Score -1.439508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -14395082.000000 Penalty: 5866.198242
	Iteration 42F: 3 clusters Score -1.439508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 71126 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Entering Unmasked Estep 
Score: -211446896.000000 Penalty: 104199.593750
Splitting cluster 13 changes total score from -211130640.000000 to -211446896.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (71126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Entering Unmasked Estep 
Score: -7840130.000000 Penalty: 2770.707520
	Iteration 0F: 2 clusters Score -7840130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -7792620.000000 Penalty: 5541.415039
	Iteration 0F: 3 clusters Score -7792620 nChanged 33159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -7811854.000000 Penalty: 5541.415039
	Iteration 1F: 3 clusters Score -7811854 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -7813962.500000 Penalty: 5541.415039
	Iteration 2F: 3 clusters Score -7813962 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -7817488.000000 Penalty: 5541.415039
	Iteration 3F: 3 clusters Score -7817488 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -7822734.000000 Penalty: 5541.415039
	Iteration 4F: 3 clusters Score -7822734 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7828376.000000 Penalty: 5541.415039
	Iteration 5F: 3 clusters Score -7828376 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -7832723.500000 Penalty: 5541.415039
	Iteration 6F: 3 clusters Score -7832724 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -7835227.500000 Penalty: 5541.415039
	Iteration 7F: 3 clusters Score -7835228 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7836405.500000 Penalty: 5541.415039
	Iteration 8Q: 3 clusters Score -7836406 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -7837084.000000 Penalty: 5541.415039
	Iteration 9Q: 3 clusters Score -7837084 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7837503.500000 Penalty: 5541.415039
	Iteration 10Q: 3 clusters Score -7837504 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7837882.000000 Penalty: 5541.415039
	Iteration 11Q: 3 clusters Score -7837882 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -7838276.000000 Penalty: 5541.415039
	Iteration 12Q: 3 clusters Score -7838276 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -7838661.500000 Penalty: 5541.415039
	Iteration 13Q: 3 clusters Score -7838662 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7839057.000000 Penalty: 5541.415039
	Iteration 14Q: 3 clusters Score -7839057 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -7839639.000000 Penalty: 5541.415039
	Iteration 15Q: 3 clusters Score -7839639 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7840277.500000 Penalty: 5541.415039
	Iteration 16Q: 3 clusters Score -7840278 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -7841030.500000 Penalty: 5541.415039
	Iteration 17Q: 3 clusters Score -7841030 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -7841627.000000 Penalty: 5541.415039
	Iteration 18Q: 3 clusters Score -7841627 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -7841964.500000 Penalty: 5541.415039
	Iteration 19Q: 3 clusters Score -7841964 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -7842142.500000 Penalty: 5541.415039
	Iteration 20F: 3 clusters Score -7842142 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -7842309.500000 Penalty: 5541.415039
	Iteration 21Q: 3 clusters Score -7842310 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -7842366.500000 Penalty: 5541.415039
	Iteration 22Q: 3 clusters Score -7842366 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -7842450.500000 Penalty: 5541.415039
	Iteration 23Q: 3 clusters Score -7842450 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -7842508.500000 Penalty: 5541.415039
	Iteration 24Q: 3 clusters Score -7842508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -7842544.000000 Penalty: 5541.415039
	Iteration 25Q: 3 clusters Score -7842544 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7842565.500000 Penalty: 5541.415039
	Iteration 26Q: 3 clusters Score -7842566 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -7842585.000000 Penalty: 5541.415039
	Iteration 27Q: 3 clusters Score -7842585 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -7842632.500000 Penalty: 5541.415039
	Iteration 28Q: 3 clusters Score -7842632 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -7842641.500000 Penalty: 5541.415039
	Iteration 29Q: 3 clusters Score -7842642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -7842653.500000 Penalty: 5541.415039
	Iteration 30Q: 3 clusters Score -7842654 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -7842705.000000 Penalty: 5541.415039
	Iteration 31Q: 3 clusters Score -7842705 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -7842698.500000 Penalty: 5541.415039
	Iteration 32Q: 3 clusters Score -7842698 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -7842736.000000 Penalty: 5541.415039
	Iteration 33Q: 3 clusters Score -7842736 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -7842755.500000 Penalty: 5541.415039
	Iteration 34Q: 3 clusters Score -7842756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7842791.000000 Penalty: 5541.415039
	Iteration 35Q: 3 clusters Score -7842791 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -7842793.500000 Penalty: 5541.415039
	Iteration 36Q: 3 clusters Score -7842794 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -7842842.000000 Penalty: 5541.415039
	Iteration 37Q: 3 clusters Score -7842842 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -7842880.500000 Penalty: 5541.415039
	Iteration 38Q: 3 clusters Score -7842880 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -7842902.500000 Penalty: 5541.415039
	Iteration 39Q: 3 clusters Score -7842902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -7842942.000000 Penalty: 5541.415039
	Iteration 40F: 3 clusters Score -7842942 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -7843004.500000 Penalty: 5541.415039
	Iteration 41Q: 3 clusters Score -7843004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7843039.500000 Penalty: 5541.415039
	Iteration 42Q: 3 clusters Score -7843040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -7843037.500000 Penalty: 5541.415039
	Iteration 43Q: 3 clusters Score -7843038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -7843041.000000 Penalty: 5541.415039
	Iteration 44Q: 3 clusters Score -7843041 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -7843062.000000 Penalty: 5541.415039
	Iteration 45Q: 3 clusters Score -7843062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -7843071.000000 Penalty: 5541.415039
	Iteration 46Q: 3 clusters Score -7843071 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -7843084.000000 Penalty: 5541.415039
	Iteration 47Q: 3 clusters Score -7843084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7843081.500000 Penalty: 5541.415039
	Iteration 48Q: 3 clusters Score -7843082 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -7843093.500000 Penalty: 5541.415039
	Iteration 49Q: 3 clusters Score -7843094 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -7843097.500000 Penalty: 5541.415039
	Iteration 50Q: 3 clusters Score -7843098 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -7843115.000000 Penalty: 5541.415039
	Iteration 51Q: 3 clusters Score -7843115 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -7843153.500000 Penalty: 5541.415039
	Iteration 52Q: 3 clusters Score -7843154 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -7843152.000000 Penalty: 5541.415039
	Iteration 53Q: 3 clusters Score -7843152 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -7843202.000000 Penalty: 5541.415039
	Iteration 54Q: 3 clusters Score -7843202 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -7843232.500000 Penalty: 5541.415039
	Iteration 55Q: 3 clusters Score -7843232 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -7843233.000000 Penalty: 5541.415039
	Iteration 56Q: 3 clusters Score -7843233 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -7843273.500000 Penalty: 5541.415039
	Iteration 57Q: 3 clusters Score -7843274 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7843325.000000 Penalty: 5541.415039
	Iteration 58Q: 3 clusters Score -7843325 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -7843359.500000 Penalty: 5541.415039
	Iteration 59Q: 3 clusters Score -7843360 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7843411.500000 Penalty: 5541.415039
	Iteration 60F: 3 clusters Score -7843412 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7843456.000000 Penalty: 5541.415039
	Iteration 61Q: 3 clusters Score -7843456 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7843488.500000 Penalty: 5541.415039
	Iteration 62Q: 3 clusters Score -7843488 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7843504.000000 Penalty: 5541.415039
	Iteration 63Q: 3 clusters Score -7843504 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -7843522.500000 Penalty: 5541.415039
	Iteration 64Q: 3 clusters Score -7843522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -7843576.500000 Penalty: 5541.415039
	Iteration 65Q: 3 clusters Score -7843576 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7843603.000000 Penalty: 5541.415039
	Iteration 66Q: 3 clusters Score -7843603 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -7843634.000000 Penalty: 5541.415039
	Iteration 67Q: 3 clusters Score -7843634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -7843638.500000 Penalty: 5541.415039
	Iteration 68Q: 3 clusters Score -7843638 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7843652.000000 Penalty: 5541.415039
	Iteration 69Q: 3 clusters Score -7843652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7843675.500000 Penalty: 5541.415039
	Iteration 70Q: 3 clusters Score -7843676 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -7843704.500000 Penalty: 5541.415039
	Iteration 71Q: 3 clusters Score -7843704 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7843727.000000 Penalty: 5541.415039
	Iteration 72Q: 3 clusters Score -7843727 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -7843755.500000 Penalty: 5541.415039
	Iteration 73Q: 3 clusters Score -7843756 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -7843782.000000 Penalty: 5541.415039
	Iteration 74Q: 3 clusters Score -7843782 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7843809.000000 Penalty: 5541.415039
	Iteration 75Q: 3 clusters Score -7843809 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7843831.000000 Penalty: 5541.415039
	Iteration 76Q: 3 clusters Score -7843831 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7843900.500000 Penalty: 5541.415039
	Iteration 77Q: 3 clusters Score -7843900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7843930.000000 Penalty: 5541.415039
	Iteration 78Q: 3 clusters Score -7843930 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -7843986.000000 Penalty: 5541.415039
	Iteration 79Q: 3 clusters Score -7843986 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7843993.500000 Penalty: 5541.415039
	Iteration 80F: 3 clusters Score -7843994 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -7844020.000000 Penalty: 5541.415039
	Iteration 81Q: 3 clusters Score -7844020 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -7844040.500000 Penalty: 5541.415039
	Iteration 82Q: 3 clusters Score -7844040 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -7844069.000000 Penalty: 5541.415039
	Iteration 83Q: 3 clusters Score -7844069 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -7844093.000000 Penalty: 5541.415039
	Iteration 84Q: 3 clusters Score -7844093 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -7844129.500000 Penalty: 5541.415039
	Iteration 85Q: 3 clusters Score -7844130 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -7844149.500000 Penalty: 5541.415039
	Iteration 86Q: 3 clusters Score -7844150 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -7844161.000000 Penalty: 5541.415039
	Iteration 87Q: 3 clusters Score -7844161 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -7844207.000000 Penalty: 5541.415039
	Iteration 88Q: 3 clusters Score -7844207 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -7844232.000000 Penalty: 5541.415039
	Iteration 89Q: 3 clusters Score -7844232 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -7844227.500000 Penalty: 5541.415039
	Iteration 90Q: 3 clusters Score -7844228 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -7844253.000000 Penalty: 5541.415039
	Iteration 91Q: 3 clusters Score -7844253 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -7844249.000000 Penalty: 5541.415039
	Iteration 92Q: 3 clusters Score -7844249 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -7844311.000000 Penalty: 5541.415039
	Iteration 93Q: 3 clusters Score -7844311 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -7844340.000000 Penalty: 5541.415039
	Iteration 94Q: 3 clusters Score -7844340 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -7844360.000000 Penalty: 5541.415039
	Iteration 95Q: 3 clusters Score -7844360 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -7844378.500000 Penalty: 5541.415039
	Iteration 96Q: 3 clusters Score -7844378 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -7844415.500000 Penalty: 5541.415039
	Iteration 97Q: 3 clusters Score -7844416 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -7844421.500000 Penalty: 5541.415039
	Iteration 98Q: 3 clusters Score -7844422 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -7844443.000000 Penalty: 5541.415039
	Iteration 99Q: 3 clusters Score -7844443 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -7844446.500000 Penalty: 5541.415039
	Iteration 100F: 3 clusters Score -7844446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -7844434.500000 Penalty: 5541.415039
	Iteration 101Q: 3 clusters Score -7844434 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -7844449.000000 Penalty: 5541.415039
	Iteration 102Q: 3 clusters Score -7844449 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -7844461.500000 Penalty: 5541.415039
	Iteration 103Q: 3 clusters Score -7844462 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -7844486.500000 Penalty: 5541.415039
	Iteration 104Q: 3 clusters Score -7844486 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -7844490.500000 Penalty: 5541.415039
	Iteration 105Q: 3 clusters Score -7844490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -7844504.500000 Penalty: 5541.415039
	Iteration 106Q: 3 clusters Score -7844504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -7844516.500000 Penalty: 5541.415039
	Iteration 107Q: 3 clusters Score -7844516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -7844528.500000 Penalty: 5541.415039
	Iteration 108Q: 3 clusters Score -7844528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -7844537.000000 Penalty: 5541.415039
	Iteration 109Q: 3 clusters Score -7844537 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -7844527.000000 Penalty: 5541.415039
	Iteration 110Q: 3 clusters Score -7844527 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -7844558.500000 Penalty: 5541.415039
	Iteration 111Q: 3 clusters Score -7844558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -7844558.500000 Penalty: 5541.415039
	Iteration 112Q: 3 clusters Score -7844558 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -7844558.500000 Penalty: 5541.415039
	Iteration 113Q: 3 clusters Score -7844558 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -7844568.500000 Penalty: 5541.415039
	Iteration 114Q: 3 clusters Score -7844568 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -7844597.000000 Penalty: 5541.415039
	Iteration 115Q: 3 clusters Score -7844597 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -7844599.000000 Penalty: 5541.415039
	Iteration 116Q: 3 clusters Score -7844599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -7844621.500000 Penalty: 5541.415039
	Iteration 117Q: 3 clusters Score -7844622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -7844646.000000 Penalty: 5541.415039
	Iteration 118Q: 3 clusters Score -7844646 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -7844646.000000 Penalty: 5541.415039
	Iteration 119Q: 3 clusters Score -7844646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -7844661.000000 Penalty: 5541.415039
	Iteration 120F: 3 clusters Score -7844661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -7844674.000000 Penalty: 5541.415039
	Iteration 121Q: 3 clusters Score -7844674 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -7844691.000000 Penalty: 5541.415039
	Iteration 122Q: 3 clusters Score -7844691 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -7844702.000000 Penalty: 5541.415039
	Iteration 123Q: 3 clusters Score -7844702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -7844753.500000 Penalty: 5541.415039
	Iteration 124Q: 3 clusters Score -7844754 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -7844751.500000 Penalty: 5541.415039
	Iteration 125Q: 3 clusters Score -7844752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -7844753.500000 Penalty: 5541.415039
	Iteration 126Q: 3 clusters Score -7844754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -7844751.000000 Penalty: 5541.415039
	Iteration 127Q: 3 clusters Score -7844751 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -7844768.000000 Penalty: 5541.415039
	Iteration 128Q: 3 clusters Score -7844768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -7844785.000000 Penalty: 5541.415039
	Iteration 129Q: 3 clusters Score -7844785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -7844793.000000 Penalty: 5541.415039
	Iteration 130Q: 3 clusters Score -7844793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -7844777.500000 Penalty: 5541.415039
	Iteration 131Q: 3 clusters Score -7844778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -7844794.500000 Penalty: 5541.415039
	Iteration 132Q: 3 clusters Score -7844794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -7844810.000000 Penalty: 5541.415039
	Iteration 133Q: 3 clusters Score -7844810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -7844808.500000 Penalty: 5541.415039
	Iteration 134Q: 3 clusters Score -7844808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -7844823.000000 Penalty: 5541.415039
	Iteration 135Q: 3 clusters Score -7844823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -7844804.500000 Penalty: 5541.415039
	Iteration 136Q: 3 clusters Score -7844804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -7844821.000000 Penalty: 5541.415039
	Iteration 137Q: 3 clusters Score -7844821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -7844821.500000 Penalty: 5541.415039
	Iteration 138Q: 3 clusters Score -7844822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7844825.000000 Penalty: 5541.415039
	Iteration 139Q: 3 clusters Score -7844825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7844824.000000 Penalty: 5541.415039
	Iteration 140F: 3 clusters Score -7844824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -7844807.500000 Penalty: 5541.415039
	Iteration 141Q: 3 clusters Score -7844808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -7844818.000000 Penalty: 5541.415039
	Iteration 142Q: 3 clusters Score -7844818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -7844826.000000 Penalty: 5541.415039
	Iteration 143Q: 3 clusters Score -7844826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -7844829.500000 Penalty: 5541.415039
	Iteration 144Q: 3 clusters Score -7844830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -7844803.500000 Penalty: 5541.415039
	Iteration 145Q: 3 clusters Score -7844804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -7844823.500000 Penalty: 5541.415039
	Iteration 146Q: 3 clusters Score -7844824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -7844816.000000 Penalty: 5541.415039
	Iteration 147Q: 3 clusters Score -7844816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -7844810.500000 Penalty: 5541.415039
	Iteration 148Q: 3 clusters Score -7844810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -7844816.500000 Penalty: 5541.415039
	Iteration 149Q: 3 clusters Score -7844816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -7844821.000000 Penalty: 5541.415039
	Iteration 150Q: 3 clusters Score -7844821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -7844826.500000 Penalty: 5541.415039
	Iteration 151Q: 3 clusters Score -7844826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -7844823.500000 Penalty: 5541.415039
	Iteration 152Q: 3 clusters Score -7844824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -7844824.000000 Penalty: 5541.415039
	Iteration 153Q: 3 clusters Score -7844824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -7844830.500000 Penalty: 5541.415039
	Iteration 154Q: 3 clusters Score -7844830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -7844835.000000 Penalty: 5541.415039
	Iteration 155Q: 3 clusters Score -7844835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -7844828.500000 Penalty: 5541.415039
	Iteration 156Q: 3 clusters Score -7844828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -7844820.500000 Penalty: 5541.415039
	Iteration 157Q: 3 clusters Score -7844820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -7844821.500000 Penalty: 5541.415039
	Iteration 158Q: 3 clusters Score -7844822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7844832.000000 Penalty: 5541.415039
	Iteration 159Q: 3 clusters Score -7844832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7844827.500000 Penalty: 5541.415039
	Iteration 160F: 3 clusters Score -7844828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -7844827.500000 Penalty: 5541.415039
	Iteration 161Q: 3 clusters Score -7844828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -7844817.000000 Penalty: 5541.415039
	Iteration 162Q: 3 clusters Score -7844817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -7844810.500000 Penalty: 5541.415039
	Iteration 163Q: 3 clusters Score -7844810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -7844809.000000 Penalty: 5541.415039
	Iteration 164Q: 3 clusters Score -7844809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -7844824.000000 Penalty: 5541.415039
	Iteration 165Q: 3 clusters Score -7844824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -7844825.500000 Penalty: 5541.415039
	Iteration 166Q: 3 clusters Score -7844826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -7844823.500000 Penalty: 5541.415039
	Iteration 167Q: 3 clusters Score -7844824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7844825.000000 Penalty: 5541.415039
	Iteration 168Q: 3 clusters Score -7844825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -7844822.500000 Penalty: 5541.415039
	Iteration 169Q: 3 clusters Score -7844822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -7844824.000000 Penalty: 5541.415039
	Iteration 170Q: 3 clusters Score -7844824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -7844823.000000 Penalty: 5541.415039
	Iteration 171Q: 3 clusters Score -7844823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -7844824.500000 Penalty: 5541.415039
	Iteration 172Q: 3 clusters Score -7844824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -7844826.000000 Penalty: 5541.415039
	Iteration 173Q: 3 clusters Score -7844826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7844834.500000 Penalty: 5541.415039
	Iteration 174Q: 3 clusters Score -7844834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -7844835.500000 Penalty: 5541.415039
	Iteration 175Q: 3 clusters Score -7844836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -7844832.000000 Penalty: 5541.415039
	Iteration 176Q: 3 clusters Score -7844832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -7844829.500000 Penalty: 5541.415039
	Iteration 177Q: 3 clusters Score -7844830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -7844830.500000 Penalty: 5541.415039
	Iteration 178Q: 3 clusters Score -7844830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -7844825.500000 Penalty: 5541.415039
	Iteration 179Q: 3 clusters Score -7844826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -7844827.500000 Penalty: 5541.415039
	Iteration 180F: 3 clusters Score -7844828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -7844820.500000 Penalty: 5541.415039
	Iteration 181Q: 3 clusters Score -7844820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -7844831.000000 Penalty: 5541.415039
	Iteration 182Q: 3 clusters Score -7844831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -7844817.000000 Penalty: 5541.415039
	Iteration 183Q: 3 clusters Score -7844817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -7844817.000000 Penalty: 5541.415039
	Iteration 184Q: 3 clusters Score -7844817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -7844827.000000 Penalty: 5541.415039
	Iteration 185Q: 3 clusters Score -7844827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7844825.000000 Penalty: 5541.415039
	Iteration 186Q: 3 clusters Score -7844825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -7844827.000000 Penalty: 5541.415039
	Iteration 187Q: 3 clusters Score -7844827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -7844821.500000 Penalty: 5541.415039
	Iteration 188Q: 3 clusters Score -7844822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -7844822.000000 Penalty: 5541.415039
	Iteration 189Q: 3 clusters Score -7844822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -7844815.000000 Penalty: 5541.415039
	Iteration 190Q: 3 clusters Score -7844815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -7844818.000000 Penalty: 5541.415039
	Iteration 191Q: 3 clusters Score -7844818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7844817.500000 Penalty: 5541.415039
	Iteration 192Q: 3 clusters Score -7844818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -7844817.500000 Penalty: 5541.415039
	Iteration 193Q: 3 clusters Score -7844818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -7844820.500000 Penalty: 5541.415039
	Iteration 194Q: 3 clusters Score -7844820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -7844817.500000 Penalty: 5541.415039
	Iteration 195Q: 3 clusters Score -7844818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -7844813.500000 Penalty: 5541.415039
	Iteration 196Q: 3 clusters Score -7844814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7844806.500000 Penalty: 5541.415039
	Iteration 197Q: 3 clusters Score -7844806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -7844810.500000 Penalty: 5541.415039
	Iteration 198Q: 3 clusters Score -7844810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -7844810.500000 Penalty: 5541.415039
	Iteration 199Q: 3 clusters Score -7844810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7844807.500000 Penalty: 5541.415039
	Iteration 200F: 3 clusters Score -7844808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -7844806.000000 Penalty: 5541.415039
	Iteration 201Q: 3 clusters Score -7844806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -7844798.500000 Penalty: 5541.415039
	Iteration 202Q: 3 clusters Score -7844798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -7844809.000000 Penalty: 5541.415039
	Iteration 203Q: 3 clusters Score -7844809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -7844804.500000 Penalty: 5541.415039
	Iteration 204Q: 3 clusters Score -7844804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -7844803.500000 Penalty: 5541.415039
	Iteration 205Q: 3 clusters Score -7844804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -7844802.500000 Penalty: 5541.415039
	Iteration 206Q: 3 clusters Score -7844802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -7844799.000000 Penalty: 5541.415039
	Iteration 207Q: 3 clusters Score -7844799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -7844802.500000 Penalty: 5541.415039
	Iteration 208Q: 3 clusters Score -7844802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -7844803.000000 Penalty: 5541.415039
	Iteration 209Q: 3 clusters Score -7844803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -7844811.500000 Penalty: 5541.415039
	Iteration 210Q: 3 clusters Score -7844812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -7844813.000000 Penalty: 5541.415039
	Iteration 211Q: 3 clusters Score -7844813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -7844809.500000 Penalty: 5541.415039
	Iteration 212Q: 3 clusters Score -7844810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -7844811.000000 Penalty: 5541.415039
	Iteration 213Q: 3 clusters Score -7844811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -7844804.500000 Penalty: 5541.415039
	Iteration 214Q: 3 clusters Score -7844804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7844801.500000 Penalty: 5541.415039
	Iteration 215Q: 3 clusters Score -7844802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7844801.500000 Penalty: 5541.415039
	Iteration 216F: 3 clusters Score -7844802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 128618 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Mstep: Class 30 contains 51514 members 
Entering Unmasked Estep 
Score: -211447408.000000 Penalty: 107792.687500
Splitting cluster 14 changes total score from -211130640.000000 to -211447408.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (128618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Entering Unmasked Estep 
Score: -14384516.000000 Penalty: 2917.621338
	Iteration 0F: 2 clusters Score -1.438452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -14298570.000000 Penalty: 5835.242676
	Iteration 0F: 3 clusters Score -1.429857e+07 nChanged 61162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -14337536.000000 Penalty: 5835.242676
	Iteration 1F: 3 clusters Score -1.433754e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -14347009.000000 Penalty: 5835.242676
	Iteration 2F: 3 clusters Score -1.434701e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -14359796.000000 Penalty: 5835.242676
	Iteration 3F: 3 clusters Score -1.43598e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -14372151.000000 Penalty: 5835.242676
	Iteration 4F: 3 clusters Score -1.437215e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -14381816.000000 Penalty: 5835.242676
	Iteration 5F: 3 clusters Score -1.438182e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -14387859.000000 Penalty: 5835.242676
	Iteration 6F: 3 clusters Score -1.438786e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -14391109.000000 Penalty: 5835.242676
	Iteration 7Q: 3 clusters Score -1.439111e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -14392945.000000 Penalty: 5835.242676
	Iteration 8Q: 3 clusters Score -1.439294e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -14394046.000000 Penalty: 5835.242676
	Iteration 9Q: 3 clusters Score -1.439405e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -14394864.000000 Penalty: 5835.242676
	Iteration 10Q: 3 clusters Score -1.439486e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -14395393.000000 Penalty: 5835.242676
	Iteration 11Q: 3 clusters Score -1.439539e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -14395796.000000 Penalty: 5835.242676
	Iteration 12Q: 3 clusters Score -1.43958e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -14395995.000000 Penalty: 5835.242676
	Iteration 13Q: 3 clusters Score -1.4396e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -14396150.000000 Penalty: 5835.242676
	Iteration 14Q: 3 clusters Score -1.439615e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -14396157.000000 Penalty: 5835.242676
	Iteration 15Q: 3 clusters Score -1.439616e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -14396166.000000 Penalty: 5835.242676
	Iteration 16Q: 3 clusters Score -1.439617e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -14396205.000000 Penalty: 5835.242676
	Iteration 17Q: 3 clusters Score -1.43962e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -14396175.000000 Penalty: 5835.242676
	Iteration 18Q: 3 clusters Score -1.439618e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -14396196.000000 Penalty: 5835.242676
	Iteration 19Q: 3 clusters Score -1.43962e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -14396166.000000 Penalty: 5835.242676
	Iteration 20F: 3 clusters Score -1.439617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -14396199.000000 Penalty: 5835.242676
	Iteration 21Q: 3 clusters Score -1.43962e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -14396196.000000 Penalty: 5835.242676
	Iteration 22Q: 3 clusters Score -1.43962e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -14396234.000000 Penalty: 5835.242676
	Iteration 23Q: 3 clusters Score -1.439623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -14396209.000000 Penalty: 5835.242676
	Iteration 24Q: 3 clusters Score -1.439621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -14396213.000000 Penalty: 5835.242676
	Iteration 25Q: 3 clusters Score -1.439621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -14396216.000000 Penalty: 5835.242676
	Iteration 26Q: 3 clusters Score -1.439622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -14396225.000000 Penalty: 5835.242676
	Iteration 27Q: 3 clusters Score -1.439622e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -14396239.000000 Penalty: 5835.242676
	Iteration 28Q: 3 clusters Score -1.439624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -14396255.000000 Penalty: 5835.242676
	Iteration 29Q: 3 clusters Score -1.439626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -14396254.000000 Penalty: 5835.242676
	Iteration 30Q: 3 clusters Score -1.439625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -14396256.000000 Penalty: 5835.242676
	Iteration 31Q: 3 clusters Score -1.439626e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -14396274.000000 Penalty: 5835.242676
	Iteration 32Q: 3 clusters Score -1.439627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -14396275.000000 Penalty: 5835.242676
	Iteration 33Q: 3 clusters Score -1.439628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -14396300.000000 Penalty: 5835.242676
	Iteration 34Q: 3 clusters Score -1.43963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -14396285.000000 Penalty: 5835.242676
	Iteration 35Q: 3 clusters Score -1.439628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -14396281.000000 Penalty: 5835.242676
	Iteration 36Q: 3 clusters Score -1.439628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -14396278.000000 Penalty: 5835.242676
	Iteration 37Q: 3 clusters Score -1.439628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -14396272.000000 Penalty: 5835.242676
	Iteration 38Q: 3 clusters Score -1.439627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -14396261.000000 Penalty: 5835.242676
	Iteration 39Q: 3 clusters Score -1.439626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -14396274.000000 Penalty: 5835.242676
	Iteration 40F: 3 clusters Score -1.439627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -14396274.000000 Penalty: 5835.242676
	Iteration 41Q: 3 clusters Score -1.439627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -14396268.000000 Penalty: 5835.242676
	Iteration 42Q: 3 clusters Score -1.439627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -14396269.000000 Penalty: 5835.242676
	Iteration 43Q: 3 clusters Score -1.439627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -14396282.000000 Penalty: 5835.242676
	Iteration 44Q: 3 clusters Score -1.439628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -14396300.000000 Penalty: 5835.242676
	Iteration 45Q: 3 clusters Score -1.43963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -14396279.000000 Penalty: 5835.242676
	Iteration 46Q: 3 clusters Score -1.439628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -14396296.000000 Penalty: 5835.242676
	Iteration 47Q: 3 clusters Score -1.43963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -14396290.000000 Penalty: 5835.242676
	Iteration 48Q: 3 clusters Score -1.439629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -14396290.000000 Penalty: 5835.242676
	Iteration 49Q: 3 clusters Score -1.439629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -14396292.000000 Penalty: 5835.242676
	Iteration 50Q: 3 clusters Score -1.439629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -14396291.000000 Penalty: 5835.242676
	Iteration 51Q: 3 clusters Score -1.439629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -14396295.000000 Penalty: 5835.242676
	Iteration 52Q: 3 clusters Score -1.43963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -14396292.000000 Penalty: 5835.242676
	Iteration 53Q: 3 clusters Score -1.439629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -14396304.000000 Penalty: 5835.242676
	Iteration 54Q: 3 clusters Score -1.43963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -14396307.000000 Penalty: 5835.242676
	Iteration 55Q: 3 clusters Score -1.439631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -14396305.000000 Penalty: 5835.242676
	Iteration 56Q: 3 clusters Score -1.43963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -14396299.000000 Penalty: 5835.242676
	Iteration 57Q: 3 clusters Score -1.43963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -14396296.000000 Penalty: 5835.242676
	Iteration 58Q: 3 clusters Score -1.43963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -14396295.000000 Penalty: 5835.242676
	Iteration 59Q: 3 clusters Score -1.43963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -14396299.000000 Penalty: 5835.242676
	Iteration 60F: 3 clusters Score -1.43963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -14396310.000000 Penalty: 5835.242676
	Iteration 61Q: 3 clusters Score -1.439631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -14396313.000000 Penalty: 5835.242676
	Iteration 62Q: 3 clusters Score -1.439631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -14396314.000000 Penalty: 5835.242676
	Iteration 63Q: 3 clusters Score -1.439631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -14396313.000000 Penalty: 5835.242676
	Iteration 64Q: 3 clusters Score -1.439631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -14396317.000000 Penalty: 5835.242676
	Iteration 65Q: 3 clusters Score -1.439632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -14396307.000000 Penalty: 5835.242676
	Iteration 66Q: 3 clusters Score -1.439631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -14396311.000000 Penalty: 5835.242676
	Iteration 67Q: 3 clusters Score -1.439631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -14396305.000000 Penalty: 5835.242676
	Iteration 68Q: 3 clusters Score -1.43963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -14396308.000000 Penalty: 5835.242676
	Iteration 69Q: 3 clusters Score -1.439631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -14396308.000000 Penalty: 5835.242676
	Iteration 70F: 3 clusters Score -1.439631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 55414 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Mstep: Class 30 contains 51514 members 
Mstep: Class 31 contains 88098 members 
Entering Unmasked Estep 
Score: -211454640.000000 Penalty: 111385.773438
Splitting cluster 15 changes total score from -211130640.000000 to -211454640.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (55414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Entering Unmasked Estep 
Score: -5473482.000000 Penalty: 2708.801758
	Iteration 0F: 2 clusters Score -5473482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -5436712.000000 Penalty: 5417.603516
	Iteration 0F: 3 clusters Score -5436712 nChanged 25786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5459121.000000 Penalty: 5417.603516
	Iteration 1F: 3 clusters Score -5459121 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5467467.000000 Penalty: 5417.603516
	Iteration 2F: 3 clusters Score -5467467 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -5473686.000000 Penalty: 5417.603516
	Iteration 3F: 3 clusters Score -5473686 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -5477336.000000 Penalty: 5417.603516
	Iteration 4F: 3 clusters Score -5477336 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -5479406.000000 Penalty: 5417.603516
	Iteration 5F: 3 clusters Score -5479406 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -5480455.500000 Penalty: 5417.603516
	Iteration 6Q: 3 clusters Score -5480456 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5481013.000000 Penalty: 5417.603516
	Iteration 7Q: 3 clusters Score -5481013 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5481383.000000 Penalty: 5417.603516
	Iteration 8Q: 3 clusters Score -5481383 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5481623.000000 Penalty: 5417.603516
	Iteration 9Q: 3 clusters Score -5481623 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -5481814.000000 Penalty: 5417.603516
	Iteration 10Q: 3 clusters Score -5481814 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5481953.500000 Penalty: 5417.603516
	Iteration 11Q: 3 clusters Score -5481954 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -5482032.500000 Penalty: 5417.603516
	Iteration 12Q: 3 clusters Score -5482032 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5482115.500000 Penalty: 5417.603516
	Iteration 13Q: 3 clusters Score -5482116 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5482204.000000 Penalty: 5417.603516
	Iteration 14Q: 3 clusters Score -5482204 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -5482289.500000 Penalty: 5417.603516
	Iteration 15Q: 3 clusters Score -5482290 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5482384.500000 Penalty: 5417.603516
	Iteration 16Q: 3 clusters Score -5482384 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -5482489.000000 Penalty: 5417.603516
	Iteration 17Q: 3 clusters Score -5482489 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5482559.000000 Penalty: 5417.603516
	Iteration 18Q: 3 clusters Score -5482559 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -5482637.500000 Penalty: 5417.603516
	Iteration 19Q: 3 clusters Score -5482638 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5482668.500000 Penalty: 5417.603516
	Iteration 20F: 3 clusters Score -5482668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -5482715.000000 Penalty: 5417.603516
	Iteration 21Q: 3 clusters Score -5482715 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5482773.000000 Penalty: 5417.603516
	Iteration 22Q: 3 clusters Score -5482773 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5482816.500000 Penalty: 5417.603516
	Iteration 23Q: 3 clusters Score -5482816 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5482824.500000 Penalty: 5417.603516
	Iteration 24Q: 3 clusters Score -5482824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5482861.500000 Penalty: 5417.603516
	Iteration 25Q: 3 clusters Score -5482862 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5482898.000000 Penalty: 5417.603516
	Iteration 26Q: 3 clusters Score -5482898 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5482912.000000 Penalty: 5417.603516
	Iteration 27Q: 3 clusters Score -5482912 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5482925.500000 Penalty: 5417.603516
	Iteration 28Q: 3 clusters Score -5482926 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5482932.500000 Penalty: 5417.603516
	Iteration 29Q: 3 clusters Score -5482932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5482950.000000 Penalty: 5417.603516
	Iteration 30Q: 3 clusters Score -5482950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5482927.500000 Penalty: 5417.603516
	Iteration 31Q: 3 clusters Score -5482928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5482968.000000 Penalty: 5417.603516
	Iteration 32Q: 3 clusters Score -5482968 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5482985.500000 Penalty: 5417.603516
	Iteration 33Q: 3 clusters Score -5482986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5483028.500000 Penalty: 5417.603516
	Iteration 34Q: 3 clusters Score -5483028 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5483043.000000 Penalty: 5417.603516
	Iteration 35Q: 3 clusters Score -5483043 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5483067.000000 Penalty: 5417.603516
	Iteration 36Q: 3 clusters Score -5483067 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5483065.000000 Penalty: 5417.603516
	Iteration 37Q: 3 clusters Score -5483065 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5483086.000000 Penalty: 5417.603516
	Iteration 38Q: 3 clusters Score -5483086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5483102.500000 Penalty: 5417.603516
	Iteration 39Q: 3 clusters Score -5483102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -5483138.500000 Penalty: 5417.603516
	Iteration 40F: 3 clusters Score -5483138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5483147.000000 Penalty: 5417.603516
	Iteration 41Q: 3 clusters Score -5483147 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5483167.500000 Penalty: 5417.603516
	Iteration 42Q: 3 clusters Score -5483168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5483179.500000 Penalty: 5417.603516
	Iteration 43Q: 3 clusters Score -5483180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5483182.000000 Penalty: 5417.603516
	Iteration 44Q: 3 clusters Score -5483182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5483192.500000 Penalty: 5417.603516
	Iteration 45Q: 3 clusters Score -5483192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5483186.000000 Penalty: 5417.603516
	Iteration 46Q: 3 clusters Score -5483186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5483207.000000 Penalty: 5417.603516
	Iteration 47Q: 3 clusters Score -5483207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5483203.000000 Penalty: 5417.603516
	Iteration 48Q: 3 clusters Score -5483203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5483204.000000 Penalty: 5417.603516
	Iteration 49Q: 3 clusters Score -5483204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5483210.000000 Penalty: 5417.603516
	Iteration 50Q: 3 clusters Score -5483210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -5483217.500000 Penalty: 5417.603516
	Iteration 51Q: 3 clusters Score -5483218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5483216.000000 Penalty: 5417.603516
	Iteration 52Q: 3 clusters Score -5483216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5483224.500000 Penalty: 5417.603516
	Iteration 53Q: 3 clusters Score -5483224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5483219.000000 Penalty: 5417.603516
	Iteration 54Q: 3 clusters Score -5483219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5483236.000000 Penalty: 5417.603516
	Iteration 55Q: 3 clusters Score -5483236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5483241.500000 Penalty: 5417.603516
	Iteration 56Q: 3 clusters Score -5483242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5483241.500000 Penalty: 5417.603516
	Iteration 57Q: 3 clusters Score -5483242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5483244.000000 Penalty: 5417.603516
	Iteration 58Q: 3 clusters Score -5483244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5483252.500000 Penalty: 5417.603516
	Iteration 59Q: 3 clusters Score -5483252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -5483245.500000 Penalty: 5417.603516
	Iteration 60F: 3 clusters Score -5483246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -5483241.000000 Penalty: 5417.603516
	Iteration 61Q: 3 clusters Score -5483241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5483251.500000 Penalty: 5417.603516
	Iteration 62Q: 3 clusters Score -5483252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5483258.500000 Penalty: 5417.603516
	Iteration 63Q: 3 clusters Score -5483258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -5483260.500000 Penalty: 5417.603516
	Iteration 64Q: 3 clusters Score -5483260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5483275.000000 Penalty: 5417.603516
	Iteration 65Q: 3 clusters Score -5483275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5483275.500000 Penalty: 5417.603516
	Iteration 66Q: 3 clusters Score -5483276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -5483269.000000 Penalty: 5417.603516
	Iteration 67Q: 3 clusters Score -5483269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5483269.500000 Penalty: 5417.603516
	Iteration 68Q: 3 clusters Score -5483270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5483265.000000 Penalty: 5417.603516
	Iteration 69Q: 3 clusters Score -5483265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5483258.000000 Penalty: 5417.603516
	Iteration 70Q: 3 clusters Score -5483258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5483250.000000 Penalty: 5417.603516
	Iteration 71Q: 3 clusters Score -5483250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5483248.000000 Penalty: 5417.603516
	Iteration 72Q: 3 clusters Score -5483248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5483247.000000 Penalty: 5417.603516
	Iteration 73Q: 3 clusters Score -5483247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5483254.000000 Penalty: 5417.603516
	Iteration 74Q: 3 clusters Score -5483254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5483251.000000 Penalty: 5417.603516
	Iteration 75Q: 3 clusters Score -5483251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5483249.500000 Penalty: 5417.603516
	Iteration 76Q: 3 clusters Score -5483250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5483253.500000 Penalty: 5417.603516
	Iteration 77Q: 3 clusters Score -5483254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5483252.000000 Penalty: 5417.603516
	Iteration 78Q: 3 clusters Score -5483252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5483248.500000 Penalty: 5417.603516
	Iteration 79Q: 3 clusters Score -5483248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5483252.500000 Penalty: 5417.603516
	Iteration 80F: 3 clusters Score -5483252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -5483245.500000 Penalty: 5417.603516
	Iteration 81Q: 3 clusters Score -5483246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5483252.500000 Penalty: 5417.603516
	Iteration 82Q: 3 clusters Score -5483252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5483254.500000 Penalty: 5417.603516
	Iteration 83Q: 3 clusters Score -5483254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5483258.000000 Penalty: 5417.603516
	Iteration 84Q: 3 clusters Score -5483258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5483257.000000 Penalty: 5417.603516
	Iteration 85Q: 3 clusters Score -5483257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5483257.000000 Penalty: 5417.603516
	Iteration 86F: 3 clusters Score -5483257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 13247 members 
Mstep: Class 17 contains 280765 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Mstep: Class 30 contains 51514 members 
Mstep: Class 31 contains 88098 members 
Mstep: Class 32 contains 42167 members 
Entering Unmasked Estep 
Score: -211463008.000000 Penalty: 114978.867188
Splitting cluster 16 changes total score from -211130640.000000 to -211463008.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (280765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280765 members 
Entering Unmasked Estep 
Score: -32059192.000000 Penalty: 3111.227539
	Iteration 0F: 2 clusters Score -3.205919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140236 members 
Mstep: Class 2 contains 140529 members 
Entering Unmasked Estep 
Score: -31885542.000000 Penalty: 6222.455078
	Iteration 0F: 3 clusters Score -3.188554e+07 nChanged 135564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -31966902.000000 Penalty: 6222.455078
	Iteration 1F: 3 clusters Score -3.19669e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -31969688.000000 Penalty: 6222.455078
	Iteration 2Q: 3 clusters Score -3.196969e+07 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -31974014.000000 Penalty: 6222.455078
	Iteration 3Q: 3 clusters Score -3.197401e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 141969 members 
Entering Unmasked Estep 
Score: -31981050.000000 Penalty: 6222.455078
	Iteration 4Q: 3 clusters Score -3.198105e+07 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 142715 members 
Entering Unmasked Estep 
Score: -31991904.000000 Penalty: 6222.455078
	Iteration 5F: 3 clusters Score -3.19919e+07 nChanged 19565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -32007020.000000 Penalty: 6222.455078
	Iteration 6F: 3 clusters Score -3.200702e+07 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -32025078.000000 Penalty: 6222.455078
	Iteration 7F: 3 clusters Score -3.202508e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -32043256.000000 Penalty: 6222.455078
	Iteration 8F: 3 clusters Score -3.204326e+07 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124104 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -32058396.000000 Penalty: 6222.455078
	Iteration 9F: 3 clusters Score -3.20584e+07 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -32068170.000000 Penalty: 6222.455078
	Iteration 10F: 3 clusters Score -3.206817e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -32073814.000000 Penalty: 6222.455078
	Iteration 11Q: 3 clusters Score -3.207381e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 153461 members 
Entering Unmasked Estep 
Score: -32077070.000000 Penalty: 6222.455078
	Iteration 12Q: 3 clusters Score -3.207707e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130429 members 
Mstep: Class 2 contains 150336 members 
Entering Unmasked Estep 
Score: -32079258.000000 Penalty: 6222.455078
	Iteration 13Q: 3 clusters Score -3.207926e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133629 members 
Mstep: Class 2 contains 147136 members 
Entering Unmasked Estep 
Score: -32080798.000000 Penalty: 6222.455078
	Iteration 14Q: 3 clusters Score -3.20808e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -32082340.000000 Penalty: 6222.455078
	Iteration 15Q: 3 clusters Score -3.208234e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -32083426.000000 Penalty: 6222.455078
	Iteration 16Q: 3 clusters Score -3.208343e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -32084622.000000 Penalty: 6222.455078
	Iteration 17Q: 3 clusters Score -3.208462e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 136184 members 
Entering Unmasked Estep 
Score: -32085128.000000 Penalty: 6222.455078
	Iteration 18Q: 3 clusters Score -3.208513e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146649 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
Score: -32085526.000000 Penalty: 6222.455078
	Iteration 19Q: 3 clusters Score -3.208553e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 132367 members 
Entering Unmasked Estep 
Score: -32085862.000000 Penalty: 6222.455078
	Iteration 20F: 3 clusters Score -3.208586e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149932 members 
Mstep: Class 2 contains 130833 members 
Entering Unmasked Estep 
Score: -32085780.000000 Penalty: 6222.455078
	Iteration 21Q: 3 clusters Score -3.208578e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151178 members 
Mstep: Class 2 contains 129587 members 
Entering Unmasked Estep 
Score: -32085962.000000 Penalty: 6222.455078
	Iteration 22Q: 3 clusters Score -3.208596e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 128484 members 
Entering Unmasked Estep 
Score: -32086024.000000 Penalty: 6222.455078
	Iteration 23Q: 3 clusters Score -3.208602e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -32086204.000000 Penalty: 6222.455078
	Iteration 24Q: 3 clusters Score -3.20862e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -32086176.000000 Penalty: 6222.455078
	Iteration 25Q: 3 clusters Score -3.208618e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -32086136.000000 Penalty: 6222.455078
	Iteration 26Q: 3 clusters Score -3.208614e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -32086220.000000 Penalty: 6222.455078
	Iteration 27Q: 3 clusters Score -3.208622e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155636 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -32086154.000000 Penalty: 6222.455078
	Iteration 28Q: 3 clusters Score -3.208615e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -32086198.000000 Penalty: 6222.455078
	Iteration 29Q: 3 clusters Score -3.20862e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -32086210.000000 Penalty: 6222.455078
	Iteration 30Q: 3 clusters Score -3.208621e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -32086160.000000 Penalty: 6222.455078
	Iteration 31Q: 3 clusters Score -3.208616e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -32086142.000000 Penalty: 6222.455078
	Iteration 32Q: 3 clusters Score -3.208614e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 123551 members 
Entering Unmasked Estep 
Score: -32086178.000000 Penalty: 6222.455078
	Iteration 33Q: 3 clusters Score -3.208618e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -32086116.000000 Penalty: 6222.455078
	Iteration 34Q: 3 clusters Score -3.208612e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Mstep: Class 2 contains 123122 members 
Entering Unmasked Estep 
Score: -32086074.000000 Penalty: 6222.455078
	Iteration 35Q: 3 clusters Score -3.208607e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157784 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -32086168.000000 Penalty: 6222.455078
	Iteration 36Q: 3 clusters Score -3.208617e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -32086136.000000 Penalty: 6222.455078
	Iteration 37Q: 3 clusters Score -3.208614e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 122726 members 
Entering Unmasked Estep 
Score: -32086122.000000 Penalty: 6222.455078
	Iteration 38Q: 3 clusters Score -3.208612e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158148 members 
Mstep: Class 2 contains 122617 members 
Entering Unmasked Estep 
Score: -32086092.000000 Penalty: 6222.455078
	Iteration 39Q: 3 clusters Score -3.208609e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 122526 members 
Entering Unmasked Estep 
Score: -32086082.000000 Penalty: 6222.455078
	Iteration 40F: 3 clusters Score -3.208608e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 122460 members 
Entering Unmasked Estep 
Score: -32086084.000000 Penalty: 6222.455078
	Iteration 41Q: 3 clusters Score -3.208608e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158367 members 
Mstep: Class 2 contains 122398 members 
Entering Unmasked Estep 
Score: -32086072.000000 Penalty: 6222.455078
	Iteration 42Q: 3 clusters Score -3.208607e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -32086080.000000 Penalty: 6222.455078
	Iteration 43Q: 3 clusters Score -3.208608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -32086068.000000 Penalty: 6222.455078
	Iteration 44Q: 3 clusters Score -3.208607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 122254 members 
Entering Unmasked Estep 
Score: -32086070.000000 Penalty: 6222.455078
	Iteration 45Q: 3 clusters Score -3.208607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 122228 members 
Entering Unmasked Estep 
Score: -32086050.000000 Penalty: 6222.455078
	Iteration 46Q: 3 clusters Score -3.208605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158563 members 
Mstep: Class 2 contains 122202 members 
Entering Unmasked Estep 
Score: -32086026.000000 Penalty: 6222.455078
	Iteration 47Q: 3 clusters Score -3.208603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158592 members 
Mstep: Class 2 contains 122173 members 
Entering Unmasked Estep 
Score: -32086014.000000 Penalty: 6222.455078
	Iteration 48Q: 3 clusters Score -3.208601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158626 members 
Mstep: Class 2 contains 122139 members 
Entering Unmasked Estep 
Score: -32086018.000000 Penalty: 6222.455078
	Iteration 49Q: 3 clusters Score -3.208602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -32086006.000000 Penalty: 6222.455078
	Iteration 50Q: 3 clusters Score -3.208601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158681 members 
Mstep: Class 2 contains 122084 members 
Entering Unmasked Estep 
Score: -32085994.000000 Penalty: 6222.455078
	Iteration 51Q: 3 clusters Score -3.208599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158698 members 
Mstep: Class 2 contains 122067 members 
Entering Unmasked Estep 
Score: -32085990.000000 Penalty: 6222.455078
	Iteration 52Q: 3 clusters Score -3.208599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -32085980.000000 Penalty: 6222.455078
	Iteration 53Q: 3 clusters Score -3.208598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158731 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -32085974.000000 Penalty: 6222.455078
	Iteration 54Q: 3 clusters Score -3.208597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -32085972.000000 Penalty: 6222.455078
	Iteration 55Q: 3 clusters Score -3.208597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -32085980.000000 Penalty: 6222.455078
	Iteration 56Q: 3 clusters Score -3.208598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -32085982.000000 Penalty: 6222.455078
	Iteration 57Q: 3 clusters Score -3.208598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 122016 members 
Entering Unmasked Estep 
Score: -32085960.000000 Penalty: 6222.455078
	Iteration 58Q: 3 clusters Score -3.208596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 122010 members 
Entering Unmasked Estep 
Score: -32085952.000000 Penalty: 6222.455078
	Iteration 59Q: 3 clusters Score -3.208595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -32085954.000000 Penalty: 6222.455078
	Iteration 60F: 3 clusters Score -3.208595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158763 members 
Mstep: Class 2 contains 122002 members 
Entering Unmasked Estep 
Score: -32085942.000000 Penalty: 6222.455078
	Iteration 61Q: 3 clusters Score -3.208594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 121999 members 
Entering Unmasked Estep 
Score: -32085942.000000 Penalty: 6222.455078
	Iteration 62Q: 3 clusters Score -3.208594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -32085946.000000 Penalty: 6222.455078
	Iteration 63Q: 3 clusters Score -3.208595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -32085946.000000 Penalty: 6222.455078
	Iteration 64F: 3 clusters Score -3.208595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 13247 members 
Mstep: Class 17 contains 158768 members 
Mstep: Class 18 contains 134081 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Mstep: Class 30 contains 51514 members 
Mstep: Class 31 contains 88098 members 
Mstep: Class 32 contains 42167 members 
Mstep: Class 33 contains 121997 members 
Entering Unmasked Estep 
Score: -211484448.000000 Penalty: 118571.953125
Splitting cluster 17 changes total score from -211130640.000000 to -211484448.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (134081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Entering Unmasked Estep 
Score: -15363041.000000 Penalty: 2927.937256
	Iteration 0F: 2 clusters Score -1.536304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -15273248.000000 Penalty: 5855.874512
	Iteration 0F: 3 clusters Score -1.527325e+07 nChanged 64119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -15316230.000000 Penalty: 5855.874512
	Iteration 1F: 3 clusters Score -1.531623e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -15333367.000000 Penalty: 5855.874512
	Iteration 2F: 3 clusters Score -1.533337e+07 nChanged 18099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -15362364.000000 Penalty: 5855.874512
	Iteration 3F: 3 clusters Score -1.536236e+07 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -15381581.000000 Penalty: 5855.874512
	Iteration 4F: 3 clusters Score -1.538158e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
Score: -15387867.000000 Penalty: 5855.874512
	Iteration 5F: 3 clusters Score -1.538787e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -15389630.000000 Penalty: 5855.874512
	Iteration 6Q: 3 clusters Score -1.538963e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -15390483.000000 Penalty: 5855.874512
	Iteration 7Q: 3 clusters Score -1.539048e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -15390937.000000 Penalty: 5855.874512
	Iteration 8Q: 3 clusters Score -1.539094e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 111445 members 
Entering Unmasked Estep 
Score: -15391199.000000 Penalty: 5855.874512
	Iteration 9Q: 3 clusters Score -1.53912e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -15391329.000000 Penalty: 5855.874512
	Iteration 10Q: 3 clusters Score -1.539133e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -15391468.000000 Penalty: 5855.874512
	Iteration 11Q: 3 clusters Score -1.539147e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -15391555.000000 Penalty: 5855.874512
	Iteration 12Q: 3 clusters Score -1.539156e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -15391588.000000 Penalty: 5855.874512
	Iteration 13Q: 3 clusters Score -1.539159e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -15391660.000000 Penalty: 5855.874512
	Iteration 14Q: 3 clusters Score -1.539166e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 115368 members 
Entering Unmasked Estep 
Score: -15391703.000000 Penalty: 5855.874512
	Iteration 15Q: 3 clusters Score -1.53917e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -15391738.000000 Penalty: 5855.874512
	Iteration 16Q: 3 clusters Score -1.539174e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 115955 members 
Entering Unmasked Estep 
Score: -15391740.000000 Penalty: 5855.874512
	Iteration 17Q: 3 clusters Score -1.539174e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -15391781.000000 Penalty: 5855.874512
	Iteration 18Q: 3 clusters Score -1.539178e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -15391740.000000 Penalty: 5855.874512
	Iteration 19Q: 3 clusters Score -1.539174e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 116496 members 
Entering Unmasked Estep 
Score: -15391724.000000 Penalty: 5855.874512
	Iteration 20F: 3 clusters Score -1.539172e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -15391735.000000 Penalty: 5855.874512
	Iteration 21Q: 3 clusters Score -1.539174e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -15391732.000000 Penalty: 5855.874512
	Iteration 22Q: 3 clusters Score -1.539173e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -15391729.000000 Penalty: 5855.874512
	Iteration 23Q: 3 clusters Score -1.539173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -15391753.000000 Penalty: 5855.874512
	Iteration 24Q: 3 clusters Score -1.539175e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -15391762.000000 Penalty: 5855.874512
	Iteration 25Q: 3 clusters Score -1.539176e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -15391750.000000 Penalty: 5855.874512
	Iteration 26Q: 3 clusters Score -1.539175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -15391727.000000 Penalty: 5855.874512
	Iteration 27Q: 3 clusters Score -1.539173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -15391749.000000 Penalty: 5855.874512
	Iteration 28Q: 3 clusters Score -1.539175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -15391769.000000 Penalty: 5855.874512
	Iteration 29Q: 3 clusters Score -1.539177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -15391761.000000 Penalty: 5855.874512
	Iteration 30Q: 3 clusters Score -1.539176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -15391747.000000 Penalty: 5855.874512
	Iteration 31Q: 3 clusters Score -1.539175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -15391770.000000 Penalty: 5855.874512
	Iteration 32Q: 3 clusters Score -1.539177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -15391754.000000 Penalty: 5855.874512
	Iteration 33Q: 3 clusters Score -1.539175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 117139 members 
Entering Unmasked Estep 
Score: -15391747.000000 Penalty: 5855.874512
	Iteration 34Q: 3 clusters Score -1.539175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -15391751.000000 Penalty: 5855.874512
	Iteration 35Q: 3 clusters Score -1.539175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 117157 members 
Entering Unmasked Estep 
Score: -15391748.000000 Penalty: 5855.874512
	Iteration 36Q: 3 clusters Score -1.539175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 117165 members 
Entering Unmasked Estep 
Score: -15391755.000000 Penalty: 5855.874512
	Iteration 37Q: 3 clusters Score -1.539176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -15391764.000000 Penalty: 5855.874512
	Iteration 38Q: 3 clusters Score -1.539176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -15391765.000000 Penalty: 5855.874512
	Iteration 39Q: 3 clusters Score -1.539176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -15391773.000000 Penalty: 5855.874512
	Iteration 40F: 3 clusters Score -1.539177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -15391768.000000 Penalty: 5855.874512
	Iteration 41Q: 3 clusters Score -1.539177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 117192 members 
Entering Unmasked Estep 
Score: -15391769.000000 Penalty: 5855.874512
	Iteration 42Q: 3 clusters Score -1.539177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -15391767.000000 Penalty: 5855.874512
	Iteration 43Q: 3 clusters Score -1.539177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -15391768.000000 Penalty: 5855.874512
	Iteration 44Q: 3 clusters Score -1.539177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -15391768.000000 Penalty: 5855.874512
	Iteration 45F: 3 clusters Score -1.539177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 13247 members 
Mstep: Class 17 contains 158768 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 59534 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Mstep: Class 30 contains 51514 members 
Mstep: Class 31 contains 88098 members 
Mstep: Class 32 contains 42167 members 
Mstep: Class 33 contains 121997 members 
Mstep: Class 34 contains 117196 members 
Entering Unmasked Estep 
Score: -211520672.000000 Penalty: 122165.039062
Splitting cluster 18 changes total score from -211130640.000000 to -211520672.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (59534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Entering Unmasked Estep 
Score: -5820649.000000 Penalty: 2726.587158
	Iteration 0F: 2 clusters Score -5820649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5780741.500000 Penalty: 5453.174316
	Iteration 0F: 3 clusters Score -5780742 nChanged 27789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -5801919.500000 Penalty: 5453.174316
	Iteration 1F: 3 clusters Score -5801920 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -5810041.000000 Penalty: 5453.174316
	Iteration 2F: 3 clusters Score -5810041 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -5816927.500000 Penalty: 5453.174316
	Iteration 3F: 3 clusters Score -5816928 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5820981.500000 Penalty: 5453.174316
	Iteration 4F: 3 clusters Score -5820982 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5823498.500000 Penalty: 5453.174316
	Iteration 5F: 3 clusters Score -5823498 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5825445.000000 Penalty: 5453.174316
	Iteration 6Q: 3 clusters Score -5825445 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5827281.000000 Penalty: 5453.174316
	Iteration 7Q: 3 clusters Score -5827281 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5829329.000000 Penalty: 5453.174316
	Iteration 8Q: 3 clusters Score -5829329 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5831466.500000 Penalty: 5453.174316
	Iteration 9Q: 3 clusters Score -5831466 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5833359.500000 Penalty: 5453.174316
	Iteration 10Q: 3 clusters Score -5833360 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5834866.000000 Penalty: 5453.174316
	Iteration 11Q: 3 clusters Score -5834866 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5835942.500000 Penalty: 5453.174316
	Iteration 12Q: 3 clusters Score -5835942 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5836658.000000 Penalty: 5453.174316
	Iteration 13Q: 3 clusters Score -5836658 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5837201.500000 Penalty: 5453.174316
	Iteration 14Q: 3 clusters Score -5837202 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5837507.000000 Penalty: 5453.174316
	Iteration 15Q: 3 clusters Score -5837507 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5837759.000000 Penalty: 5453.174316
	Iteration 16Q: 3 clusters Score -5837759 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5837982.500000 Penalty: 5453.174316
	Iteration 17Q: 3 clusters Score -5837982 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5838217.000000 Penalty: 5453.174316
	Iteration 18Q: 3 clusters Score -5838217 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5838511.500000 Penalty: 5453.174316
	Iteration 19Q: 3 clusters Score -5838512 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5838906.500000 Penalty: 5453.174316
	Iteration 20F: 3 clusters Score -5838906 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5839092.000000 Penalty: 5453.174316
	Iteration 21Q: 3 clusters Score -5839092 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5839178.000000 Penalty: 5453.174316
	Iteration 22Q: 3 clusters Score -5839178 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5839200.500000 Penalty: 5453.174316
	Iteration 23Q: 3 clusters Score -5839200 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5839232.500000 Penalty: 5453.174316
	Iteration 24Q: 3 clusters Score -5839232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5839270.000000 Penalty: 5453.174316
	Iteration 25Q: 3 clusters Score -5839270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5839297.000000 Penalty: 5453.174316
	Iteration 26Q: 3 clusters Score -5839297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5839302.000000 Penalty: 5453.174316
	Iteration 27Q: 3 clusters Score -5839302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5839297.000000 Penalty: 5453.174316
	Iteration 28Q: 3 clusters Score -5839297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5839325.000000 Penalty: 5453.174316
	Iteration 29Q: 3 clusters Score -5839325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -5839329.500000 Penalty: 5453.174316
	Iteration 30Q: 3 clusters Score -5839330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5839346.500000 Penalty: 5453.174316
	Iteration 31Q: 3 clusters Score -5839346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -5839360.000000 Penalty: 5453.174316
	Iteration 32Q: 3 clusters Score -5839360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5839352.500000 Penalty: 5453.174316
	Iteration 33Q: 3 clusters Score -5839352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -5839361.500000 Penalty: 5453.174316
	Iteration 34Q: 3 clusters Score -5839362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -5839368.000000 Penalty: 5453.174316
	Iteration 35Q: 3 clusters Score -5839368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5839365.500000 Penalty: 5453.174316
	Iteration 36Q: 3 clusters Score -5839366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5839363.500000 Penalty: 5453.174316
	Iteration 37Q: 3 clusters Score -5839364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5839356.000000 Penalty: 5453.174316
	Iteration 38Q: 3 clusters Score -5839356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5839360.000000 Penalty: 5453.174316
	Iteration 39Q: 3 clusters Score -5839360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5839359.500000 Penalty: 5453.174316
	Iteration 40F: 3 clusters Score -5839360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5839360.500000 Penalty: 5453.174316
	Iteration 41Q: 3 clusters Score -5839360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5839361.500000 Penalty: 5453.174316
	Iteration 42Q: 3 clusters Score -5839362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5839366.000000 Penalty: 5453.174316
	Iteration 43Q: 3 clusters Score -5839366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5839364.000000 Penalty: 5453.174316
	Iteration 44Q: 3 clusters Score -5839364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5839361.000000 Penalty: 5453.174316
	Iteration 45Q: 3 clusters Score -5839361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -5839358.000000 Penalty: 5453.174316
	Iteration 46Q: 3 clusters Score -5839358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5839356.000000 Penalty: 5453.174316
	Iteration 47Q: 3 clusters Score -5839356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5839364.000000 Penalty: 5453.174316
	Iteration 48Q: 3 clusters Score -5839364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5839361.000000 Penalty: 5453.174316
	Iteration 49Q: 3 clusters Score -5839361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -5839358.000000 Penalty: 5453.174316
	Iteration 50Q: 3 clusters Score -5839358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5839362.500000 Penalty: 5453.174316
	Iteration 51Q: 3 clusters Score -5839362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5839361.500000 Penalty: 5453.174316
	Iteration 52Q: 3 clusters Score -5839362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5839356.500000 Penalty: 5453.174316
	Iteration 53Q: 3 clusters Score -5839356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5839356.500000 Penalty: 5453.174316
	Iteration 54Q: 3 clusters Score -5839356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5839356.500000 Penalty: 5453.174316
	Iteration 55F: 3 clusters Score -5839356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 13247 members 
Mstep: Class 17 contains 158768 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 37053 members 
Mstep: Class 20 contains 7965 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 101491 members 
Mstep: Class 23 contains 71275 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 27402 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 33344 members 
Mstep: Class 29 contains 131554 members 
Mstep: Class 30 contains 51514 members 
Mstep: Class 31 contains 88098 members 
Mstep: Class 32 contains 42167 members 
Mstep: Class 33 contains 121997 members 
Mstep: Class 34 contains 117196 members 
Mstep: Class 35 contains 22481 members 
Entering Unmasked Estep 
Score: -211534336.000000 Penalty: 125758.132812
Splitting cluster 19 changes total score from -211130640.000000 to -211534336.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 3 contains 107493 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 69812 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 268108 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 19612 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 13247 members 
Mstep: Class 17 contains 158768 members 
Mstep: Class 18 contains 16885 members 
Mstep: Class 19 contains 37053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211611888.000000 Penalty: 125758.132812
Iteration 39Q: 36 clusters Score -2.116119e+08 nChanged 96750
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 10870 members 
Mstep: Class 3 contains 107316 members 
Mstep: Class 4 contains 114787 members 
Mstep: Class 5 contains 25002 members 
Mstep: Class 6 contains 73356 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 43870 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 35405 members 
Mstep: Class 11 contains 18636 members 
Mstep: Class 12 contains 272340 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 21221 members 
Mstep: Class 15 contains 40548 members 
Mstep: Class 16 contains 15894 members 
Mstep: Class 17 contains 166830 members 
Mstep: Class 18 contains 16685 members 
Mstep: Class 19 contains 40656 members 
Mstep: Class 20 contains 8064 members 
Mstep: Class 21 contains 47698 members 
Mstep: Class 22 contains 97129 members 
Mstep: Class 23 contains 64507 members 
Mstep: Class 24 contains 2079 members 
Mstep: Class 25 contains 47414 members 
Mstep: Class 26 contains 24318 members 
Mstep: Class 27 contains 11972 members 
Mstep: Class 28 contains 31935 members 
Mstep: Class 29 contains 127878 members 
Mstep: Class 30 contains 47724 members 
Mstep: Class 31 contains 83273 members 
Mstep: Class 32 contains 38408 members 
Mstep: Class 33 contains 120785 members 
Mstep: Class 34 contains 119690 members 
Mstep: Class 35 contains 23383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211667536.000000 Penalty: 125758.132812
Iteration 40F: 36 clusters Score -2.116675e+08 nChanged 71902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 104898 members 
Mstep: Class 4 contains 113572 members 
Mstep: Class 5 contains 23698 members 
Mstep: Class 6 contains 71080 members 
Mstep: Class 7 contains 10816 members 
Mstep: Class 8 contains 42510 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 34575 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 272483 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 21749 members 
Mstep: Class 15 contains 39848 members 
Mstep: Class 16 contains 16770 members 
Mstep: Class 17 contains 166422 members 
Mstep: Class 18 contains 16800 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 8949 members 
Mstep: Class 21 contains 47240 members 
Mstep: Class 22 contains 95670 members 
Mstep: Class 23 contains 63449 members 
Mstep: Class 24 contains 1900 members 
Mstep: Class 25 contains 48243 members 
Mstep: Class 26 contains 23537 members 
Mstep: Class 27 contains 12139 members 
Mstep: Class 28 contains 32192 members 
Mstep: Class 29 contains 132877 members 
Mstep: Class 30 contains 47010 members 
Mstep: Class 31 contains 82600 members 
Mstep: Class 32 contains 36679 members 
Mstep: Class 33 contains 120711 members 
Mstep: Class 34 contains 125273 members 
Mstep: Class 35 contains 26458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211684624.000000 Penalty: 125758.132812
Iteration 41Q: 36 clusters Score -2.116846e+08 nChanged 39171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 103159 members 
Mstep: Class 4 contains 112709 members 
Mstep: Class 5 contains 22983 members 
Mstep: Class 6 contains 69537 members 
Mstep: Class 7 contains 10931 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 19358 members 
Mstep: Class 10 contains 33965 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 272868 members 
Mstep: Class 13 contains 6283 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 39752 members 
Mstep: Class 16 contains 17516 members 
Mstep: Class 17 contains 165395 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 41152 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 46926 members 
Mstep: Class 22 contains 94811 members 
Mstep: Class 23 contains 62577 members 
Mstep: Class 24 contains 1816 members 
Mstep: Class 25 contains 48645 members 
Mstep: Class 26 contains 22997 members 
Mstep: Class 27 contains 12315 members 
Mstep: Class 28 contains 32008 members 
Mstep: Class 29 contains 136570 members 
Mstep: Class 30 contains 46296 members 
Mstep: Class 31 contains 82227 members 
Mstep: Class 32 contains 35103 members 
Mstep: Class 33 contains 121288 members 
Mstep: Class 34 contains 128389 members 
Mstep: Class 35 contains 28252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211693792.000000 Penalty: 125758.132812
Iteration 42Q: 36 clusters Score -2.116938e+08 nChanged 29219
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 101710 members 
Mstep: Class 4 contains 112006 members 
Mstep: Class 5 contains 22444 members 
Mstep: Class 6 contains 68501 members 
Mstep: Class 7 contains 10991 members 
Mstep: Class 8 contains 41049 members 
Mstep: Class 9 contains 19764 members 
Mstep: Class 10 contains 33486 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 273066 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 39859 members 
Mstep: Class 16 contains 18067 members 
Mstep: Class 17 contains 164218 members 
Mstep: Class 18 contains 17567 members 
Mstep: Class 19 contains 41512 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 46727 members 
Mstep: Class 22 contains 94240 members 
Mstep: Class 23 contains 61832 members 
Mstep: Class 24 contains 1782 members 
Mstep: Class 25 contains 48904 members 
Mstep: Class 26 contains 22615 members 
Mstep: Class 27 contains 12643 members 
Mstep: Class 28 contains 31796 members 
Mstep: Class 29 contains 139583 members 
Mstep: Class 30 contains 45504 members 
Mstep: Class 31 contains 82210 members 
Mstep: Class 32 contains 33778 members 
Mstep: Class 33 contains 121972 members 
Mstep: Class 34 contains 130551 members 
Mstep: Class 35 contains 29387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211701216.000000 Penalty: 125758.132812
Iteration 43Q: 36 clusters Score -2.117012e+08 nChanged 23832
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 100618 members 
Mstep: Class 4 contains 111616 members 
Mstep: Class 5 contains 22049 members 
Mstep: Class 6 contains 67618 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 40592 members 
Mstep: Class 9 contains 20107 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 16881 members 
Mstep: Class 12 contains 273100 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 23230 members 
Mstep: Class 15 contains 40051 members 
Mstep: Class 16 contains 18476 members 
Mstep: Class 17 contains 163085 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 41815 members 
Mstep: Class 20 contains 10291 members 
Mstep: Class 21 contains 46579 members 
Mstep: Class 22 contains 93834 members 
Mstep: Class 23 contains 61098 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 49100 members 
Mstep: Class 26 contains 22290 members 
Mstep: Class 27 contains 13037 members 
Mstep: Class 28 contains 31578 members 
Mstep: Class 29 contains 142248 members 
Mstep: Class 30 contains 44706 members 
Mstep: Class 31 contains 82343 members 
Mstep: Class 32 contains 32655 members 
Mstep: Class 33 contains 122576 members 
Mstep: Class 34 contains 132249 members 
Mstep: Class 35 contains 30055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211705392.000000 Penalty: 125758.132812
Iteration 44Q: 36 clusters Score -2.117054e+08 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 99708 members 
Mstep: Class 4 contains 111324 members 
Mstep: Class 5 contains 21859 members 
Mstep: Class 6 contains 66884 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 20377 members 
Mstep: Class 10 contains 32663 members 
Mstep: Class 11 contains 16587 members 
Mstep: Class 12 contains 273088 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 23728 members 
Mstep: Class 15 contains 40312 members 
Mstep: Class 16 contains 18788 members 
Mstep: Class 17 contains 161989 members 
Mstep: Class 18 contains 18264 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 10602 members 
Mstep: Class 21 contains 46479 members 
Mstep: Class 22 contains 93514 members 
Mstep: Class 23 contains 60264 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49277 members 
Mstep: Class 26 contains 22016 members 
Mstep: Class 27 contains 13359 members 
Mstep: Class 28 contains 31359 members 
Mstep: Class 29 contains 144617 members 
Mstep: Class 30 contains 43946 members 
Mstep: Class 31 contains 82576 members 
Mstep: Class 32 contains 31710 members 
Mstep: Class 33 contains 123069 members 
Mstep: Class 34 contains 133723 members 
Mstep: Class 35 contains 30492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211710160.000000 Penalty: 125758.132812
Iteration 45Q: 36 clusters Score -2.117102e+08 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 11316 members 
Mstep: Class 3 contains 98966 members 
Mstep: Class 4 contains 111139 members 
Mstep: Class 5 contains 21752 members 
Mstep: Class 6 contains 66273 members 
Mstep: Class 7 contains 10923 members 
Mstep: Class 8 contains 39896 members 
Mstep: Class 9 contains 20664 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 16328 members 
Mstep: Class 12 contains 272980 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 14 contains 24204 members 
Mstep: Class 15 contains 40593 members 
Mstep: Class 16 contains 18998 members 
Mstep: Class 17 contains 160887 members 
Mstep: Class 18 contains 18532 members 
Mstep: Class 19 contains 42227 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 46466 members 
Mstep: Class 22 contains 93281 members 
Mstep: Class 23 contains 59412 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49413 members 
Mstep: Class 26 contains 21794 members 
Mstep: Class 27 contains 13572 members 
Mstep: Class 28 contains 31153 members 
Mstep: Class 29 contains 146893 members 
Mstep: Class 30 contains 43208 members 
Mstep: Class 31 contains 82775 members 
Mstep: Class 32 contains 31007 members 
Mstep: Class 33 contains 123514 members 
Mstep: Class 34 contains 134999 members 
Mstep: Class 35 contains 30711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211715616.000000 Penalty: 125758.132812
Iteration 46Q: 36 clusters Score -2.117156e+08 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 98386 members 
Mstep: Class 4 contains 110967 members 
Mstep: Class 5 contains 21737 members 
Mstep: Class 6 contains 65760 members 
Mstep: Class 7 contains 10846 members 
Mstep: Class 8 contains 39652 members 
Mstep: Class 9 contains 20861 members 
Mstep: Class 10 contains 32026 members 
Mstep: Class 11 contains 16134 members 
Mstep: Class 12 contains 272787 members 
Mstep: Class 13 contains 7130 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 40877 members 
Mstep: Class 16 contains 19118 members 
Mstep: Class 17 contains 159812 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 42321 members 
Mstep: Class 20 contains 11097 members 
Mstep: Class 21 contains 46483 members 
Mstep: Class 22 contains 93114 members 
Mstep: Class 23 contains 58639 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49505 members 
Mstep: Class 26 contains 21613 members 
Mstep: Class 27 contains 13762 members 
Mstep: Class 28 contains 30947 members 
Mstep: Class 29 contains 149084 members 
Mstep: Class 30 contains 42534 members 
Mstep: Class 31 contains 82955 members 
Mstep: Class 32 contains 30426 members 
Mstep: Class 33 contains 123913 members 
Mstep: Class 34 contains 136113 members 
Mstep: Class 35 contains 30797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211718864.000000 Penalty: 125758.132812
Iteration 47Q: 36 clusters Score -2.117189e+08 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 97944 members 
Mstep: Class 4 contains 110849 members 
Mstep: Class 5 contains 21739 members 
Mstep: Class 6 contains 65313 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 21037 members 
Mstep: Class 10 contains 31763 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 272578 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 25033 members 
Mstep: Class 15 contains 41153 members 
Mstep: Class 16 contains 19173 members 
Mstep: Class 17 contains 158871 members 
Mstep: Class 18 contains 18991 members 
Mstep: Class 19 contains 42392 members 
Mstep: Class 20 contains 11296 members 
Mstep: Class 21 contains 46527 members 
Mstep: Class 22 contains 92988 members 
Mstep: Class 23 contains 57779 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49557 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 13897 members 
Mstep: Class 28 contains 30748 members 
Mstep: Class 29 contains 151175 members 
Mstep: Class 30 contains 41941 members 
Mstep: Class 31 contains 83106 members 
Mstep: Class 32 contains 29941 members 
Mstep: Class 33 contains 124219 members 
Mstep: Class 34 contains 137174 members 
Mstep: Class 35 contains 30789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211722736.000000 Penalty: 125758.132812
Iteration 48Q: 36 clusters Score -2.117227e+08 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 97600 members 
Mstep: Class 4 contains 110755 members 
Mstep: Class 5 contains 21732 members 
Mstep: Class 6 contains 64918 members 
Mstep: Class 7 contains 10702 members 
Mstep: Class 8 contains 39267 members 
Mstep: Class 9 contains 21152 members 
Mstep: Class 10 contains 31510 members 
Mstep: Class 11 contains 15832 members 
Mstep: Class 12 contains 272334 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 14 contains 25414 members 
Mstep: Class 15 contains 41420 members 
Mstep: Class 16 contains 19174 members 
Mstep: Class 17 contains 158100 members 
Mstep: Class 18 contains 19170 members 
Mstep: Class 19 contains 42460 members 
Mstep: Class 20 contains 11478 members 
Mstep: Class 21 contains 46556 members 
Mstep: Class 22 contains 92880 members 
Mstep: Class 23 contains 56911 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49598 members 
Mstep: Class 26 contains 21205 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 30577 members 
Mstep: Class 29 contains 153227 members 
Mstep: Class 30 contains 41398 members 
Mstep: Class 31 contains 83213 members 
Mstep: Class 32 contains 29541 members 
Mstep: Class 33 contains 124415 members 
Mstep: Class 34 contains 138176 members 
Mstep: Class 35 contains 30719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211726768.000000 Penalty: 125758.132812
Iteration 49Q: 36 clusters Score -2.117268e+08 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 97295 members 
Mstep: Class 4 contains 110667 members 
Mstep: Class 5 contains 21715 members 
Mstep: Class 6 contains 64603 members 
Mstep: Class 7 contains 10634 members 
Mstep: Class 8 contains 39096 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 31257 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 272123 members 
Mstep: Class 13 contains 7509 members 
Mstep: Class 14 contains 25798 members 
Mstep: Class 15 contains 41682 members 
Mstep: Class 16 contains 19135 members 
Mstep: Class 17 contains 157329 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 42572 members 
Mstep: Class 20 contains 11658 members 
Mstep: Class 21 contains 46602 members 
Mstep: Class 22 contains 92845 members 
Mstep: Class 23 contains 56028 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49622 members 
Mstep: Class 26 contains 20956 members 
Mstep: Class 27 contains 14221 members 
Mstep: Class 28 contains 30413 members 
Mstep: Class 29 contains 155214 members 
Mstep: Class 30 contains 40910 members 
Mstep: Class 31 contains 83261 members 
Mstep: Class 32 contains 29197 members 
Mstep: Class 33 contains 124569 members 
Mstep: Class 34 contains 139042 members 
Mstep: Class 35 contains 30622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211730832.000000 Penalty: 125758.132812
Iteration 50Q: 36 clusters Score -2.117308e+08 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 97056 members 
Mstep: Class 4 contains 110634 members 
Mstep: Class 5 contains 21669 members 
Mstep: Class 6 contains 64326 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 38921 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 10 contains 31023 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 271928 members 
Mstep: Class 13 contains 7628 members 
Mstep: Class 14 contains 26159 members 
Mstep: Class 15 contains 41964 members 
Mstep: Class 16 contains 19079 members 
Mstep: Class 17 contains 156589 members 
Mstep: Class 18 contains 19523 members 
Mstep: Class 19 contains 42613 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 46623 members 
Mstep: Class 22 contains 92839 members 
Mstep: Class 23 contains 55154 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49676 members 
Mstep: Class 26 contains 20731 members 
Mstep: Class 27 contains 14456 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 157106 members 
Mstep: Class 30 contains 40481 members 
Mstep: Class 31 contains 83269 members 
Mstep: Class 32 contains 28860 members 
Mstep: Class 33 contains 124645 members 
Mstep: Class 34 contains 139883 members 
Mstep: Class 35 contains 30495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211735104.000000 Penalty: 125758.132812
Iteration 51Q: 36 clusters Score -2.117351e+08 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 96888 members 
Mstep: Class 4 contains 110594 members 
Mstep: Class 5 contains 21725 members 
Mstep: Class 6 contains 64079 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 38770 members 
Mstep: Class 9 contains 21449 members 
Mstep: Class 10 contains 30783 members 
Mstep: Class 11 contains 15579 members 
Mstep: Class 12 contains 271694 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 26493 members 
Mstep: Class 15 contains 42281 members 
Mstep: Class 16 contains 18985 members 
Mstep: Class 17 contains 155858 members 
Mstep: Class 18 contains 19651 members 
Mstep: Class 19 contains 42611 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 46656 members 
Mstep: Class 22 contains 92806 members 
Mstep: Class 23 contains 54317 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49715 members 
Mstep: Class 26 contains 20538 members 
Mstep: Class 27 contains 14707 members 
Mstep: Class 28 contains 30070 members 
Mstep: Class 29 contains 159013 members 
Mstep: Class 30 contains 40120 members 
Mstep: Class 31 contains 83256 members 
Mstep: Class 32 contains 28535 members 
Mstep: Class 33 contains 124685 members 
Mstep: Class 34 contains 140605 members 
Mstep: Class 35 contains 30369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211737856.000000 Penalty: 125758.132812
Iteration 52Q: 36 clusters Score -2.117379e+08 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 96743 members 
Mstep: Class 4 contains 110565 members 
Mstep: Class 5 contains 21847 members 
Mstep: Class 6 contains 63821 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 8 contains 38620 members 
Mstep: Class 9 contains 21542 members 
Mstep: Class 10 contains 30565 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 12 contains 271485 members 
Mstep: Class 13 contains 7896 members 
Mstep: Class 14 contains 26852 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 18874 members 
Mstep: Class 17 contains 155123 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 42594 members 
Mstep: Class 20 contains 12058 members 
Mstep: Class 21 contains 46707 members 
Mstep: Class 22 contains 92683 members 
Mstep: Class 23 contains 53452 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49728 members 
Mstep: Class 26 contains 20368 members 
Mstep: Class 27 contains 14896 members 
Mstep: Class 28 contains 29893 members 
Mstep: Class 29 contains 160921 members 
Mstep: Class 30 contains 39752 members 
Mstep: Class 31 contains 83270 members 
Mstep: Class 32 contains 28206 members 
Mstep: Class 33 contains 124701 members 
Mstep: Class 34 contains 141321 members 
Mstep: Class 35 contains 30262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211739696.000000 Penalty: 125758.132812
Iteration 53Q: 36 clusters Score -2.117397e+08 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 96623 members 
Mstep: Class 4 contains 110556 members 
Mstep: Class 5 contains 21971 members 
Mstep: Class 6 contains 63572 members 
Mstep: Class 7 contains 10355 members 
Mstep: Class 8 contains 38461 members 
Mstep: Class 9 contains 21662 members 
Mstep: Class 10 contains 30355 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 12 contains 271293 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 27172 members 
Mstep: Class 15 contains 42981 members 
Mstep: Class 16 contains 18776 members 
Mstep: Class 17 contains 154518 members 
Mstep: Class 18 contains 19860 members 
Mstep: Class 19 contains 42574 members 
Mstep: Class 20 contains 12173 members 
Mstep: Class 21 contains 46769 members 
Mstep: Class 22 contains 92508 members 
Mstep: Class 23 contains 52542 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49734 members 
Mstep: Class 26 contains 20208 members 
Mstep: Class 27 contains 14976 members 
Mstep: Class 28 contains 29743 members 
Mstep: Class 29 contains 162778 members 
Mstep: Class 30 contains 39477 members 
Mstep: Class 31 contains 83178 members 
Mstep: Class 32 contains 27861 members 
Mstep: Class 33 contains 124637 members 
Mstep: Class 34 contains 142076 members 
Mstep: Class 35 contains 30148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211741152.000000 Penalty: 125758.132812
Iteration 54Q: 36 clusters Score -2.117412e+08 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 11352 members 
Mstep: Class 3 contains 96547 members 
Mstep: Class 4 contains 110537 members 
Mstep: Class 5 contains 22047 members 
Mstep: Class 6 contains 63378 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 38375 members 
Mstep: Class 9 contains 21764 members 
Mstep: Class 10 contains 30173 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 271060 members 
Mstep: Class 13 contains 8184 members 
Mstep: Class 14 contains 27458 members 
Mstep: Class 15 contains 43331 members 
Mstep: Class 16 contains 18648 members 
Mstep: Class 17 contains 153946 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 42542 members 
Mstep: Class 20 contains 12268 members 
Mstep: Class 21 contains 46819 members 
Mstep: Class 22 contains 92381 members 
Mstep: Class 23 contains 51667 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49714 members 
Mstep: Class 26 contains 20063 members 
Mstep: Class 27 contains 15005 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 164522 members 
Mstep: Class 30 contains 39280 members 
Mstep: Class 31 contains 83086 members 
Mstep: Class 32 contains 27578 members 
Mstep: Class 33 contains 124528 members 
Mstep: Class 34 contains 142810 members 
Mstep: Class 35 contains 30066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211742368.000000 Penalty: 125758.132812
Iteration 55Q: 36 clusters Score -2.117424e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 96507 members 
Mstep: Class 4 contains 110554 members 
Mstep: Class 5 contains 22143 members 
Mstep: Class 6 contains 63216 members 
Mstep: Class 7 contains 10280 members 
Mstep: Class 8 contains 38282 members 
Mstep: Class 9 contains 21838 members 
Mstep: Class 10 contains 30028 members 
Mstep: Class 11 contains 15383 members 
Mstep: Class 12 contains 270809 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 27715 members 
Mstep: Class 15 contains 43680 members 
Mstep: Class 16 contains 18484 members 
Mstep: Class 17 contains 153409 members 
Mstep: Class 18 contains 20049 members 
Mstep: Class 19 contains 42499 members 
Mstep: Class 20 contains 12354 members 
Mstep: Class 21 contains 46867 members 
Mstep: Class 22 contains 92300 members 
Mstep: Class 23 contains 50824 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49694 members 
Mstep: Class 26 contains 19941 members 
Mstep: Class 27 contains 15013 members 
Mstep: Class 28 contains 29407 members 
Mstep: Class 29 contains 166225 members 
Mstep: Class 30 contains 39094 members 
Mstep: Class 31 contains 82982 members 
Mstep: Class 32 contains 27346 members 
Mstep: Class 33 contains 124377 members 
Mstep: Class 34 contains 143410 members 
Mstep: Class 35 contains 29982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211744160.000000 Penalty: 125758.132812
Iteration 56Q: 36 clusters Score -2.117442e+08 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 96449 members 
Mstep: Class 4 contains 110588 members 
Mstep: Class 5 contains 22230 members 
Mstep: Class 6 contains 63059 members 
Mstep: Class 7 contains 10247 members 
Mstep: Class 8 contains 38181 members 
Mstep: Class 9 contains 21895 members 
Mstep: Class 10 contains 29927 members 
Mstep: Class 11 contains 15353 members 
Mstep: Class 12 contains 270571 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 27941 members 
Mstep: Class 15 contains 44045 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 152906 members 
Mstep: Class 18 contains 20144 members 
Mstep: Class 19 contains 42469 members 
Mstep: Class 20 contains 12444 members 
Mstep: Class 21 contains 46882 members 
Mstep: Class 22 contains 92259 members 
Mstep: Class 23 contains 49992 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49680 members 
Mstep: Class 26 contains 19847 members 
Mstep: Class 27 contains 14998 members 
Mstep: Class 28 contains 29231 members 
Mstep: Class 29 contains 167852 members 
Mstep: Class 30 contains 38959 members 
Mstep: Class 31 contains 82859 members 
Mstep: Class 32 contains 27138 members 
Mstep: Class 33 contains 124204 members 
Mstep: Class 34 contains 143978 members 
Mstep: Class 35 contains 29910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211746576.000000 Penalty: 125758.132812
Iteration 57Q: 36 clusters Score -2.117466e+08 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 3 contains 96403 members 
Mstep: Class 4 contains 110614 members 
Mstep: Class 5 contains 22321 members 
Mstep: Class 6 contains 62895 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 38108 members 
Mstep: Class 9 contains 21925 members 
Mstep: Class 10 contains 29845 members 
Mstep: Class 11 contains 15351 members 
Mstep: Class 12 contains 270330 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 14 contains 28112 members 
Mstep: Class 15 contains 44449 members 
Mstep: Class 16 contains 18151 members 
Mstep: Class 17 contains 152426 members 
Mstep: Class 18 contains 20217 members 
Mstep: Class 19 contains 42456 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 46899 members 
Mstep: Class 22 contains 92250 members 
Mstep: Class 23 contains 49210 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49657 members 
Mstep: Class 26 contains 19767 members 
Mstep: Class 27 contains 14989 members 
Mstep: Class 28 contains 29042 members 
Mstep: Class 29 contains 169379 members 
Mstep: Class 30 contains 38871 members 
Mstep: Class 31 contains 82687 members 
Mstep: Class 32 contains 26936 members 
Mstep: Class 33 contains 124068 members 
Mstep: Class 34 contains 144462 members 
Mstep: Class 35 contains 29847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211748192.000000 Penalty: 125758.132812
Iteration 58Q: 36 clusters Score -2.117482e+08 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 96369 members 
Mstep: Class 4 contains 110656 members 
Mstep: Class 5 contains 22402 members 
Mstep: Class 6 contains 62733 members 
Mstep: Class 7 contains 10156 members 
Mstep: Class 8 contains 38044 members 
Mstep: Class 9 contains 21933 members 
Mstep: Class 10 contains 29776 members 
Mstep: Class 11 contains 15340 members 
Mstep: Class 12 contains 270105 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 28306 members 
Mstep: Class 15 contains 44817 members 
Mstep: Class 16 contains 17959 members 
Mstep: Class 17 contains 151984 members 
Mstep: Class 18 contains 20308 members 
Mstep: Class 19 contains 42483 members 
Mstep: Class 20 contains 12573 members 
Mstep: Class 21 contains 46905 members 
Mstep: Class 22 contains 92198 members 
Mstep: Class 23 contains 48402 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49643 members 
Mstep: Class 26 contains 19704 members 
Mstep: Class 27 contains 14979 members 
Mstep: Class 28 contains 28873 members 
Mstep: Class 29 contains 170853 members 
Mstep: Class 30 contains 38804 members 
Mstep: Class 31 contains 82531 members 
Mstep: Class 32 contains 26790 members 
Mstep: Class 33 contains 123860 members 
Mstep: Class 34 contains 144927 members 
Mstep: Class 35 contains 29814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211749136.000000 Penalty: 125758.132812
Iteration 59Q: 36 clusters Score -2.117491e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 11364 members 
Mstep: Class 3 contains 96387 members 
Mstep: Class 4 contains 110693 members 
Mstep: Class 5 contains 22481 members 
Mstep: Class 6 contains 62603 members 
Mstep: Class 7 contains 10114 members 
Mstep: Class 8 contains 37963 members 
Mstep: Class 9 contains 21926 members 
Mstep: Class 10 contains 29719 members 
Mstep: Class 11 contains 15336 members 
Mstep: Class 12 contains 269852 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 28471 members 
Mstep: Class 15 contains 45173 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 151540 members 
Mstep: Class 18 contains 20401 members 
Mstep: Class 19 contains 42476 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 46928 members 
Mstep: Class 22 contains 92169 members 
Mstep: Class 23 contains 47647 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49626 members 
Mstep: Class 26 contains 19651 members 
Mstep: Class 27 contains 14978 members 
Mstep: Class 28 contains 28699 members 
Mstep: Class 29 contains 172268 members 
Mstep: Class 30 contains 38777 members 
Mstep: Class 31 contains 82383 members 
Mstep: Class 32 contains 26649 members 
Mstep: Class 33 contains 123681 members 
Mstep: Class 34 contains 145316 members 
Mstep: Class 35 contains 29768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211751760.000000 Penalty: 125758.132812
Iteration 60F: 36 clusters Score -2.117518e+08 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 96367 members 
Mstep: Class 4 contains 110715 members 
Mstep: Class 5 contains 22576 members 
Mstep: Class 6 contains 62473 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 37878 members 
Mstep: Class 9 contains 21745 members 
Mstep: Class 10 contains 29658 members 
Mstep: Class 11 contains 15330 members 
Mstep: Class 12 contains 269603 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 28625 members 
Mstep: Class 15 contains 45504 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 17 contains 151136 members 
Mstep: Class 18 contains 20491 members 
Mstep: Class 19 contains 42422 members 
Mstep: Class 20 contains 12657 members 
Mstep: Class 21 contains 46941 members 
Mstep: Class 22 contains 92042 members 
Mstep: Class 23 contains 47072 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49627 members 
Mstep: Class 26 contains 19549 members 
Mstep: Class 27 contains 15283 members 
Mstep: Class 28 contains 28529 members 
Mstep: Class 29 contains 173398 members 
Mstep: Class 30 contains 38930 members 
Mstep: Class 31 contains 82229 members 
Mstep: Class 32 contains 26367 members 
Mstep: Class 33 contains 123538 members 
Mstep: Class 34 contains 145672 members 
Mstep: Class 35 contains 29690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211753568.000000 Penalty: 125758.132812
Iteration 61Q: 36 clusters Score -2.117536e+08 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 96328 members 
Mstep: Class 4 contains 110726 members 
Mstep: Class 5 contains 22662 members 
Mstep: Class 6 contains 62328 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 8 contains 37798 members 
Mstep: Class 9 contains 21631 members 
Mstep: Class 10 contains 29586 members 
Mstep: Class 11 contains 15319 members 
Mstep: Class 12 contains 269373 members 
Mstep: Class 13 contains 9478 members 
Mstep: Class 14 contains 28787 members 
Mstep: Class 15 contains 45815 members 
Mstep: Class 16 contains 17544 members 
Mstep: Class 17 contains 150715 members 
Mstep: Class 18 contains 20579 members 
Mstep: Class 19 contains 42361 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 46929 members 
Mstep: Class 22 contains 91954 members 
Mstep: Class 23 contains 46433 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49614 members 
Mstep: Class 26 contains 19493 members 
Mstep: Class 27 contains 15495 members 
Mstep: Class 28 contains 28366 members 
Mstep: Class 29 contains 174550 members 
Mstep: Class 30 contains 39094 members 
Mstep: Class 31 contains 82114 members 
Mstep: Class 32 contains 26179 members 
Mstep: Class 33 contains 123368 members 
Mstep: Class 34 contains 146071 members 
Mstep: Class 35 contains 29607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211755024.000000 Penalty: 125758.132812
Iteration 62Q: 36 clusters Score -2.11755e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 96343 members 
Mstep: Class 4 contains 110712 members 
Mstep: Class 5 contains 22722 members 
Mstep: Class 6 contains 62197 members 
Mstep: Class 7 contains 9826 members 
Mstep: Class 8 contains 37735 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 29508 members 
Mstep: Class 11 contains 15315 members 
Mstep: Class 12 contains 269156 members 
Mstep: Class 13 contains 9719 members 
Mstep: Class 14 contains 28947 members 
Mstep: Class 15 contains 46117 members 
Mstep: Class 16 contains 17379 members 
Mstep: Class 17 contains 150348 members 
Mstep: Class 18 contains 20663 members 
Mstep: Class 19 contains 42304 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 46938 members 
Mstep: Class 22 contains 91903 members 
Mstep: Class 23 contains 45788 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49599 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 15647 members 
Mstep: Class 28 contains 28219 members 
Mstep: Class 29 contains 175649 members 
Mstep: Class 30 contains 39261 members 
Mstep: Class 31 contains 82021 members 
Mstep: Class 32 contains 26031 members 
Mstep: Class 33 contains 123159 members 
Mstep: Class 34 contains 146448 members 
Mstep: Class 35 contains 29534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211755664.000000 Penalty: 125758.132812
Iteration 63Q: 36 clusters Score -2.117557e+08 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 96374 members 
Mstep: Class 4 contains 110698 members 
Mstep: Class 5 contains 22771 members 
Mstep: Class 6 contains 62120 members 
Mstep: Class 7 contains 9752 members 
Mstep: Class 8 contains 37696 members 
Mstep: Class 9 contains 21391 members 
Mstep: Class 10 contains 29424 members 
Mstep: Class 11 contains 15306 members 
Mstep: Class 12 contains 268930 members 
Mstep: Class 13 contains 9939 members 
Mstep: Class 14 contains 29073 members 
Mstep: Class 15 contains 46398 members 
Mstep: Class 16 contains 17203 members 
Mstep: Class 17 contains 150003 members 
Mstep: Class 18 contains 20746 members 
Mstep: Class 19 contains 42233 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 46957 members 
Mstep: Class 22 contains 91909 members 
Mstep: Class 23 contains 45114 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49587 members 
Mstep: Class 26 contains 19410 members 
Mstep: Class 27 contains 15755 members 
Mstep: Class 28 contains 28097 members 
Mstep: Class 29 contains 176703 members 
Mstep: Class 30 contains 39482 members 
Mstep: Class 31 contains 81937 members 
Mstep: Class 32 contains 25877 members 
Mstep: Class 33 contains 122951 members 
Mstep: Class 34 contains 146788 members 
Mstep: Class 35 contains 29516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211757456.000000 Penalty: 125758.132812
Iteration 64Q: 36 clusters Score -2.117575e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 96411 members 
Mstep: Class 4 contains 110717 members 
Mstep: Class 5 contains 22828 members 
Mstep: Class 6 contains 62091 members 
Mstep: Class 7 contains 9697 members 
Mstep: Class 8 contains 37660 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 29355 members 
Mstep: Class 11 contains 15295 members 
Mstep: Class 12 contains 268688 members 
Mstep: Class 13 contains 10109 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 46696 members 
Mstep: Class 16 contains 17069 members 
Mstep: Class 17 contains 149698 members 
Mstep: Class 18 contains 20823 members 
Mstep: Class 19 contains 42162 members 
Mstep: Class 20 contains 12739 members 
Mstep: Class 21 contains 46967 members 
Mstep: Class 22 contains 91907 members 
Mstep: Class 23 contains 44450 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49574 members 
Mstep: Class 26 contains 19358 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 27990 members 
Mstep: Class 29 contains 177718 members 
Mstep: Class 30 contains 39719 members 
Mstep: Class 31 contains 81837 members 
Mstep: Class 32 contains 25650 members 
Mstep: Class 33 contains 122700 members 
Mstep: Class 34 contains 147111 members 
Mstep: Class 35 contains 29488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211758800.000000 Penalty: 125758.132812
Iteration 65Q: 36 clusters Score -2.117588e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 96445 members 
Mstep: Class 4 contains 110740 members 
Mstep: Class 5 contains 22879 members 
Mstep: Class 6 contains 62051 members 
Mstep: Class 7 contains 9655 members 
Mstep: Class 8 contains 37623 members 
Mstep: Class 9 contains 21206 members 
Mstep: Class 10 contains 29301 members 
Mstep: Class 11 contains 15278 members 
Mstep: Class 12 contains 268494 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 29305 members 
Mstep: Class 15 contains 46926 members 
Mstep: Class 16 contains 16946 members 
Mstep: Class 17 contains 149433 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 42108 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 46992 members 
Mstep: Class 22 contains 91854 members 
Mstep: Class 23 contains 43804 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49566 members 
Mstep: Class 26 contains 19295 members 
Mstep: Class 27 contains 15919 members 
Mstep: Class 28 contains 27891 members 
Mstep: Class 29 contains 178729 members 
Mstep: Class 30 contains 39997 members 
Mstep: Class 31 contains 81759 members 
Mstep: Class 32 contains 25414 members 
Mstep: Class 33 contains 122461 members 
Mstep: Class 34 contains 147404 members 
Mstep: Class 35 contains 29478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211759632.000000 Penalty: 125758.132812
Iteration 66Q: 36 clusters Score -2.117596e+08 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 96503 members 
Mstep: Class 4 contains 110763 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 62032 members 
Mstep: Class 7 contains 9613 members 
Mstep: Class 8 contains 37560 members 
Mstep: Class 9 contains 21116 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 15265 members 
Mstep: Class 12 contains 268260 members 
Mstep: Class 13 contains 10366 members 
Mstep: Class 14 contains 29390 members 
Mstep: Class 15 contains 47120 members 
Mstep: Class 16 contains 16838 members 
Mstep: Class 17 contains 149190 members 
Mstep: Class 18 contains 20944 members 
Mstep: Class 19 contains 42047 members 
Mstep: Class 20 contains 12772 members 
Mstep: Class 21 contains 47011 members 
Mstep: Class 22 contains 91805 members 
Mstep: Class 23 contains 43196 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49564 members 
Mstep: Class 26 contains 19234 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 27813 members 
Mstep: Class 29 contains 179703 members 
Mstep: Class 30 contains 40247 members 
Mstep: Class 31 contains 81694 members 
Mstep: Class 32 contains 25220 members 
Mstep: Class 33 contains 122251 members 
Mstep: Class 34 contains 147693 members 
Mstep: Class 35 contains 29458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211761648.000000 Penalty: 125758.132812
Iteration 67Q: 36 clusters Score -2.117616e+08 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 96578 members 
Mstep: Class 4 contains 110805 members 
Mstep: Class 5 contains 22973 members 
Mstep: Class 6 contains 61965 members 
Mstep: Class 7 contains 9567 members 
Mstep: Class 8 contains 37501 members 
Mstep: Class 9 contains 21048 members 
Mstep: Class 10 contains 29187 members 
Mstep: Class 11 contains 15250 members 
Mstep: Class 12 contains 268096 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 14 contains 29460 members 
Mstep: Class 15 contains 47285 members 
Mstep: Class 16 contains 16778 members 
Mstep: Class 17 contains 148981 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 19 contains 42008 members 
Mstep: Class 20 contains 12789 members 
Mstep: Class 21 contains 47033 members 
Mstep: Class 22 contains 91768 members 
Mstep: Class 23 contains 42616 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49556 members 
Mstep: Class 26 contains 19175 members 
Mstep: Class 27 contains 16004 members 
Mstep: Class 28 contains 27746 members 
Mstep: Class 29 contains 180615 members 
Mstep: Class 30 contains 40481 members 
Mstep: Class 31 contains 81651 members 
Mstep: Class 32 contains 25015 members 
Mstep: Class 33 contains 122046 members 
Mstep: Class 34 contains 147940 members 
Mstep: Class 35 contains 29414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211763056.000000 Penalty: 125758.132812
Iteration 68Q: 36 clusters Score -2.117631e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 96632 members 
Mstep: Class 4 contains 110831 members 
Mstep: Class 5 contains 23027 members 
Mstep: Class 6 contains 61909 members 
Mstep: Class 7 contains 9528 members 
Mstep: Class 8 contains 37444 members 
Mstep: Class 9 contains 20985 members 
Mstep: Class 10 contains 29137 members 
Mstep: Class 11 contains 15235 members 
Mstep: Class 12 contains 267910 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 29505 members 
Mstep: Class 15 contains 47450 members 
Mstep: Class 16 contains 16718 members 
Mstep: Class 17 contains 148793 members 
Mstep: Class 18 contains 21072 members 
Mstep: Class 19 contains 41939 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 47058 members 
Mstep: Class 22 contains 91719 members 
Mstep: Class 23 contains 42074 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49545 members 
Mstep: Class 26 contains 19120 members 
Mstep: Class 27 contains 16025 members 
Mstep: Class 28 contains 27698 members 
Mstep: Class 29 contains 181469 members 
Mstep: Class 30 contains 40783 members 
Mstep: Class 31 contains 81633 members 
Mstep: Class 32 contains 24796 members 
Mstep: Class 33 contains 121842 members 
Mstep: Class 34 contains 148174 members 
Mstep: Class 35 contains 29373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211764480.000000 Penalty: 125758.132812
Iteration 69Q: 36 clusters Score -2.117645e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 96711 members 
Mstep: Class 4 contains 110846 members 
Mstep: Class 5 contains 23083 members 
Mstep: Class 6 contains 61851 members 
Mstep: Class 7 contains 9480 members 
Mstep: Class 8 contains 37377 members 
Mstep: Class 9 contains 20921 members 
Mstep: Class 10 contains 29084 members 
Mstep: Class 11 contains 15229 members 
Mstep: Class 12 contains 267724 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 29580 members 
Mstep: Class 15 contains 47606 members 
Mstep: Class 16 contains 16648 members 
Mstep: Class 17 contains 148593 members 
Mstep: Class 18 contains 21119 members 
Mstep: Class 19 contains 41863 members 
Mstep: Class 20 contains 12816 members 
Mstep: Class 21 contains 47077 members 
Mstep: Class 22 contains 91637 members 
Mstep: Class 23 contains 41540 members 
Mstep: Class 24 contains 1771 members 
Mstep: Class 25 contains 49543 members 
Mstep: Class 26 contains 19071 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 27646 members 
Mstep: Class 29 contains 182308 members 
Mstep: Class 30 contains 41081 members 
Mstep: Class 31 contains 81596 members 
Mstep: Class 32 contains 24585 members 
Mstep: Class 33 contains 121677 members 
Mstep: Class 34 contains 148400 members 
Mstep: Class 35 contains 29390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211764800.000000 Penalty: 125758.132812
Iteration 70Q: 36 clusters Score -2.117648e+08 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 96773 members 
Mstep: Class 4 contains 110859 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 61808 members 
Mstep: Class 7 contains 9445 members 
Mstep: Class 8 contains 37334 members 
Mstep: Class 9 contains 20840 members 
Mstep: Class 10 contains 29029 members 
Mstep: Class 11 contains 15218 members 
Mstep: Class 12 contains 267580 members 
Mstep: Class 13 contains 10654 members 
Mstep: Class 14 contains 29643 members 
Mstep: Class 15 contains 47753 members 
Mstep: Class 16 contains 16578 members 
Mstep: Class 17 contains 148406 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 19 contains 41800 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 47088 members 
Mstep: Class 22 contains 91589 members 
Mstep: Class 23 contains 41032 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 49541 members 
Mstep: Class 26 contains 19008 members 
Mstep: Class 27 contains 16071 members 
Mstep: Class 28 contains 27604 members 
Mstep: Class 29 contains 183055 members 
Mstep: Class 30 contains 41416 members 
Mstep: Class 31 contains 81559 members 
Mstep: Class 32 contains 24355 members 
Mstep: Class 33 contains 121509 members 
Mstep: Class 34 contains 148620 members 
Mstep: Class 35 contains 29401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211765152.000000 Penalty: 125758.132812
Iteration 71Q: 36 clusters Score -2.117652e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 11409 members 
Mstep: Class 3 contains 96838 members 
Mstep: Class 4 contains 110874 members 
Mstep: Class 5 contains 23150 members 
Mstep: Class 6 contains 61797 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 37301 members 
Mstep: Class 9 contains 20739 members 
Mstep: Class 10 contains 28980 members 
Mstep: Class 11 contains 15211 members 
Mstep: Class 12 contains 267410 members 
Mstep: Class 13 contains 10720 members 
Mstep: Class 14 contains 29708 members 
Mstep: Class 15 contains 47870 members 
Mstep: Class 16 contains 16524 members 
Mstep: Class 17 contains 148211 members 
Mstep: Class 18 contains 21204 members 
Mstep: Class 19 contains 41748 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 47100 members 
Mstep: Class 22 contains 91522 members 
Mstep: Class 23 contains 40549 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 49545 members 
Mstep: Class 26 contains 18966 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 27574 members 
Mstep: Class 29 contains 183765 members 
Mstep: Class 30 contains 41758 members 
Mstep: Class 31 contains 81518 members 
Mstep: Class 32 contains 24132 members 
Mstep: Class 33 contains 121358 members 
Mstep: Class 34 contains 148812 members 
Mstep: Class 35 contains 29423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211766016.000000 Penalty: 125758.132812
Iteration 72Q: 36 clusters Score -2.11766e+08 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 96905 members 
Mstep: Class 4 contains 110872 members 
Mstep: Class 5 contains 23183 members 
Mstep: Class 6 contains 61786 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 37276 members 
Mstep: Class 9 contains 20640 members 
Mstep: Class 10 contains 28937 members 
Mstep: Class 11 contains 15203 members 
Mstep: Class 12 contains 267233 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 29775 members 
Mstep: Class 15 contains 47996 members 
Mstep: Class 16 contains 16474 members 
Mstep: Class 17 contains 148054 members 
Mstep: Class 18 contains 21249 members 
Mstep: Class 19 contains 41673 members 
Mstep: Class 20 contains 12857 members 
Mstep: Class 21 contains 47115 members 
Mstep: Class 22 contains 91473 members 
Mstep: Class 23 contains 40052 members 
Mstep: Class 24 contains 1771 members 
Mstep: Class 25 contains 49543 members 
Mstep: Class 26 contains 18929 members 
Mstep: Class 27 contains 16102 members 
Mstep: Class 28 contains 27532 members 
Mstep: Class 29 contains 184463 members 
Mstep: Class 30 contains 42076 members 
Mstep: Class 31 contains 81520 members 
Mstep: Class 32 contains 23884 members 
Mstep: Class 33 contains 121210 members 
Mstep: Class 34 contains 149004 members 
Mstep: Class 35 contains 29457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211766176.000000 Penalty: 125758.132812
Iteration 73Q: 36 clusters Score -2.117662e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 11417 members 
Mstep: Class 3 contains 96980 members 
Mstep: Class 4 contains 110842 members 
Mstep: Class 5 contains 23206 members 
Mstep: Class 6 contains 61796 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 37253 members 
Mstep: Class 9 contains 20526 members 
Mstep: Class 10 contains 28914 members 
Mstep: Class 11 contains 15194 members 
Mstep: Class 12 contains 267069 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 48102 members 
Mstep: Class 16 contains 16457 members 
Mstep: Class 17 contains 147916 members 
Mstep: Class 18 contains 21287 members 
Mstep: Class 19 contains 41609 members 
Mstep: Class 20 contains 12865 members 
Mstep: Class 21 contains 47132 members 
Mstep: Class 22 contains 91416 members 
Mstep: Class 23 contains 39551 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 49534 members 
Mstep: Class 26 contains 18875 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 27494 members 
Mstep: Class 29 contains 185108 members 
Mstep: Class 30 contains 42393 members 
Mstep: Class 31 contains 81579 members 
Mstep: Class 32 contains 23603 members 
Mstep: Class 33 contains 121069 members 
Mstep: Class 34 contains 149175 members 
Mstep: Class 35 contains 29513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211767024.000000 Penalty: 125758.132812
Iteration 74Q: 36 clusters Score -2.11767e+08 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 97046 members 
Mstep: Class 4 contains 110790 members 
Mstep: Class 5 contains 23237 members 
Mstep: Class 6 contains 61814 members 
Mstep: Class 7 contains 9335 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 20415 members 
Mstep: Class 10 contains 28906 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 12 contains 266893 members 
Mstep: Class 13 contains 10870 members 
Mstep: Class 14 contains 29963 members 
Mstep: Class 15 contains 48207 members 
Mstep: Class 16 contains 16390 members 
Mstep: Class 17 contains 147771 members 
Mstep: Class 18 contains 21341 members 
Mstep: Class 19 contains 41530 members 
Mstep: Class 20 contains 12876 members 
Mstep: Class 21 contains 47146 members 
Mstep: Class 22 contains 91335 members 
Mstep: Class 23 contains 39039 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49532 members 
Mstep: Class 26 contains 18826 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 27447 members 
Mstep: Class 29 contains 185762 members 
Mstep: Class 30 contains 42719 members 
Mstep: Class 31 contains 81641 members 
Mstep: Class 32 contains 23330 members 
Mstep: Class 33 contains 120941 members 
Mstep: Class 34 contains 149333 members 
Mstep: Class 35 contains 29625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211767120.000000 Penalty: 125758.132812
Iteration 75Q: 36 clusters Score -2.117671e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 97103 members 
Mstep: Class 4 contains 110713 members 
Mstep: Class 5 contains 23267 members 
Mstep: Class 6 contains 61857 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 37232 members 
Mstep: Class 9 contains 20288 members 
Mstep: Class 10 contains 28901 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 266729 members 
Mstep: Class 13 contains 10891 members 
Mstep: Class 14 contains 30064 members 
Mstep: Class 15 contains 48271 members 
Mstep: Class 16 contains 16354 members 
Mstep: Class 17 contains 147657 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 12896 members 
Mstep: Class 21 contains 47156 members 
Mstep: Class 22 contains 91238 members 
Mstep: Class 23 contains 38563 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 49527 members 
Mstep: Class 26 contains 18780 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 27401 members 
Mstep: Class 29 contains 186326 members 
Mstep: Class 30 contains 43062 members 
Mstep: Class 31 contains 81712 members 
Mstep: Class 32 contains 23026 members 
Mstep: Class 33 contains 120825 members 
Mstep: Class 34 contains 149465 members 
Mstep: Class 35 contains 29790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211768336.000000 Penalty: 125758.132812
Iteration 76Q: 36 clusters Score -2.117683e+08 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 11416 members 
Mstep: Class 3 contains 97169 members 
Mstep: Class 4 contains 110590 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 61881 members 
Mstep: Class 7 contains 9296 members 
Mstep: Class 8 contains 37227 members 
Mstep: Class 9 contains 20167 members 
Mstep: Class 10 contains 28883 members 
Mstep: Class 11 contains 15148 members 
Mstep: Class 12 contains 266574 members 
Mstep: Class 13 contains 10909 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 48353 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 17 contains 147553 members 
Mstep: Class 18 contains 21438 members 
Mstep: Class 19 contains 41425 members 
Mstep: Class 20 contains 12921 members 
Mstep: Class 21 contains 47160 members 
Mstep: Class 22 contains 91080 members 
Mstep: Class 23 contains 38116 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 49520 members 
Mstep: Class 26 contains 18689 members 
Mstep: Class 27 contains 16140 members 
Mstep: Class 28 contains 27361 members 
Mstep: Class 29 contains 186933 members 
Mstep: Class 30 contains 43436 members 
Mstep: Class 31 contains 81781 members 
Mstep: Class 32 contains 22725 members 
Mstep: Class 33 contains 120718 members 
Mstep: Class 34 contains 149553 members 
Mstep: Class 35 contains 30000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211769472.000000 Penalty: 125758.132812
Iteration 77Q: 36 clusters Score -2.117695e+08 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 11416 members 
Mstep: Class 3 contains 97232 members 
Mstep: Class 4 contains 110434 members 
Mstep: Class 5 contains 23340 members 
Mstep: Class 6 contains 61923 members 
Mstep: Class 7 contains 9286 members 
Mstep: Class 8 contains 37218 members 
Mstep: Class 9 contains 20051 members 
Mstep: Class 10 contains 28859 members 
Mstep: Class 11 contains 15136 members 
Mstep: Class 12 contains 266424 members 
Mstep: Class 13 contains 10912 members 
Mstep: Class 14 contains 30215 members 
Mstep: Class 15 contains 48438 members 
Mstep: Class 16 contains 16349 members 
Mstep: Class 17 contains 147459 members 
Mstep: Class 18 contains 21486 members 
Mstep: Class 19 contains 41357 members 
Mstep: Class 20 contains 12934 members 
Mstep: Class 21 contains 47178 members 
Mstep: Class 22 contains 90965 members 
Mstep: Class 23 contains 37677 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49519 members 
Mstep: Class 26 contains 18564 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 27314 members 
Mstep: Class 29 contains 187485 members 
Mstep: Class 30 contains 43790 members 
Mstep: Class 31 contains 81883 members 
Mstep: Class 32 contains 22452 members 
Mstep: Class 33 contains 120635 members 
Mstep: Class 34 contains 149652 members 
Mstep: Class 35 contains 30232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211770528.000000 Penalty: 125758.132812
Iteration 78Q: 36 clusters Score -2.117705e+08 nChanged 4662
Entering ConstructFrom: 
Score: -211770528.000000 Penalty: 125758.132812
Entering ConstructFrom: 
Trying to split cluster 1 (23861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Entering Unmasked Estep 
Score: -2452759.250000 Penalty: 2499.840332
	Iteration 0F: 2 clusters Score -2452759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2436376.000000 Penalty: 4999.680664
	Iteration 0F: 3 clusters Score -2436376 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2444340.500000 Penalty: 4999.680664
	Iteration 1F: 3 clusters Score -2444340 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2449259.750000 Penalty: 4999.680664
	Iteration 2F: 3 clusters Score -2449260 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2457799.750000 Penalty: 4999.680664
	Iteration 3F: 3 clusters Score -2457800 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2464426.000000 Penalty: 4999.680664
	Iteration 4F: 3 clusters Score -2464426 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2466981.250000 Penalty: 4999.680664
	Iteration 5F: 3 clusters Score -2466981 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2468330.000000 Penalty: 4999.680664
	Iteration 6Q: 3 clusters Score -2468330 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2470972.250000 Penalty: 4999.680664
	Iteration 7Q: 3 clusters Score -2470972 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2474592.000000 Penalty: 4999.680664
	Iteration 8Q: 3 clusters Score -2474592 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2476246.250000 Penalty: 4999.680664
	Iteration 9Q: 3 clusters Score -2476246 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2476931.750000 Penalty: 4999.680664
	Iteration 10Q: 3 clusters Score -2476932 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2477330.250000 Penalty: 4999.680664
	Iteration 11Q: 3 clusters Score -2477330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2477485.500000 Penalty: 4999.680664
	Iteration 12Q: 3 clusters Score -2477486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2477578.500000 Penalty: 4999.680664
	Iteration 13Q: 3 clusters Score -2477578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2477613.000000 Penalty: 4999.680664
	Iteration 14Q: 3 clusters Score -2477613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2477633.000000 Penalty: 4999.680664
	Iteration 15Q: 3 clusters Score -2477633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2477645.500000 Penalty: 4999.680664
	Iteration 16Q: 3 clusters Score -2477646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2477653.000000 Penalty: 4999.680664
	Iteration 17Q: 3 clusters Score -2477653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2477655.250000 Penalty: 4999.680664
	Iteration 18Q: 3 clusters Score -2477655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2477654.500000 Penalty: 4999.680664
	Iteration 19Q: 3 clusters Score -2477654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2477655.000000 Penalty: 4999.680664
	Iteration 20F: 3 clusters Score -2477655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2477653.500000 Penalty: 4999.680664
	Iteration 21Q: 3 clusters Score -2477654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2477653.500000 Penalty: 4999.680664
	Iteration 22F: 3 clusters Score -2477654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 11416 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 110289 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Entering Unmasked Estep 
Score: -211796944.000000 Penalty: 129351.218750
Splitting cluster 1 changes total score from -211770528.000000 to -211796944.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (11416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Entering Unmasked Estep 
Score: -1189822.625000 Penalty: 2317.007324
	Iteration 0F: 2 clusters Score -1189823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1181284.750000 Penalty: 4634.014648
	Iteration 0F: 3 clusters Score -1181285 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1185247.375000 Penalty: 4634.014648
	Iteration 1F: 3 clusters Score -1185247 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1188503.375000 Penalty: 4634.014648
	Iteration 2F: 3 clusters Score -1188503 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1191671.875000 Penalty: 4634.014648
	Iteration 3F: 3 clusters Score -1191672 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1193280.125000 Penalty: 4634.014648
	Iteration 4F: 3 clusters Score -1193280 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1194927.375000 Penalty: 4634.014648
	Iteration 5F: 3 clusters Score -1194927 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1200705.125000 Penalty: 4634.014648
	Iteration 6F: 3 clusters Score -1200705 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1202893.375000 Penalty: 4634.014648
	Iteration 7Q: 3 clusters Score -1202893 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1203409.375000 Penalty: 4634.014648
	Iteration 8Q: 3 clusters Score -1203409 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1203834.875000 Penalty: 4634.014648
	Iteration 9Q: 3 clusters Score -1203835 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1204191.125000 Penalty: 4634.014648
	Iteration 10Q: 3 clusters Score -1204191 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1204539.250000 Penalty: 4634.014648
	Iteration 11Q: 3 clusters Score -1204539 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1204782.875000 Penalty: 4634.014648
	Iteration 12Q: 3 clusters Score -1204783 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1204993.875000 Penalty: 4634.014648
	Iteration 13Q: 3 clusters Score -1204994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1205183.500000 Penalty: 4634.014648
	Iteration 14Q: 3 clusters Score -1205184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1205300.375000 Penalty: 4634.014648
	Iteration 15Q: 3 clusters Score -1205300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1205381.875000 Penalty: 4634.014648
	Iteration 16Q: 3 clusters Score -1205382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1205430.000000 Penalty: 4634.014648
	Iteration 17Q: 3 clusters Score -1205430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1205476.375000 Penalty: 4634.014648
	Iteration 18Q: 3 clusters Score -1205476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1205510.750000 Penalty: 4634.014648
	Iteration 19Q: 3 clusters Score -1205511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1205561.500000 Penalty: 4634.014648
	Iteration 20F: 3 clusters Score -1205562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1205642.375000 Penalty: 4634.014648
	Iteration 21Q: 3 clusters Score -1205642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1205745.250000 Penalty: 4634.014648
	Iteration 22Q: 3 clusters Score -1205745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1205951.125000 Penalty: 4634.014648
	Iteration 23Q: 3 clusters Score -1205951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1206214.500000 Penalty: 4634.014648
	Iteration 24Q: 3 clusters Score -1206214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1206544.125000 Penalty: 4634.014648
	Iteration 25Q: 3 clusters Score -1206544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1206840.125000 Penalty: 4634.014648
	Iteration 26Q: 3 clusters Score -1206840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1206974.750000 Penalty: 4634.014648
	Iteration 27Q: 3 clusters Score -1206975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1207072.375000 Penalty: 4634.014648
	Iteration 28Q: 3 clusters Score -1207072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1207110.000000 Penalty: 4634.014648
	Iteration 29Q: 3 clusters Score -1207110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1207138.875000 Penalty: 4634.014648
	Iteration 30Q: 3 clusters Score -1207139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1207149.125000 Penalty: 4634.014648
	Iteration 31Q: 3 clusters Score -1207149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1207148.625000 Penalty: 4634.014648
	Iteration 32Q: 3 clusters Score -1207149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1207154.250000 Penalty: 4634.014648
	Iteration 33F: 3 clusters Score -1207154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1207166.625000 Penalty: 4634.014648
	Iteration 34Q: 3 clusters Score -1207167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1207166.875000 Penalty: 4634.014648
	Iteration 35Q: 3 clusters Score -1207167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1207170.500000 Penalty: 4634.014648
	Iteration 36Q: 3 clusters Score -1207170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1207172.000000 Penalty: 4634.014648
	Iteration 37Q: 3 clusters Score -1207172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1207172.000000 Penalty: 4634.014648
	Iteration 38F: 3 clusters Score -1207172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 110289 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Entering Unmasked Estep 
Score: -211816304.000000 Penalty: 132944.312500
Splitting cluster 2 changes total score from -211770528.000000 to -211816304.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (97302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Entering Unmasked Estep 
Score: -11037725.000000 Penalty: 2848.422607
	Iteration 0F: 2 clusters Score -1.103772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -10972604.000000 Penalty: 5696.845215
	Iteration 0F: 3 clusters Score -1.09726e+07 nChanged 45989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -11000260.000000 Penalty: 5696.845215
	Iteration 1F: 3 clusters Score -1.100026e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -11002922.000000 Penalty: 5696.845215
	Iteration 2F: 3 clusters Score -1.100292e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -11007129.000000 Penalty: 5696.845215
	Iteration 3F: 3 clusters Score -1.100713e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -11012208.000000 Penalty: 5696.845215
	Iteration 4F: 3 clusters Score -1.101221e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -11017485.000000 Penalty: 5696.845215
	Iteration 5F: 3 clusters Score -1.101748e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -11021624.000000 Penalty: 5696.845215
	Iteration 6F: 3 clusters Score -1.102162e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -11024614.000000 Penalty: 5696.845215
	Iteration 7F: 3 clusters Score -1.102461e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -11026941.000000 Penalty: 5696.845215
	Iteration 8Q: 3 clusters Score -1.102694e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -11028740.000000 Penalty: 5696.845215
	Iteration 9Q: 3 clusters Score -1.102874e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -11030085.000000 Penalty: 5696.845215
	Iteration 10Q: 3 clusters Score -1.103008e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -11031364.000000 Penalty: 5696.845215
	Iteration 11Q: 3 clusters Score -1.103136e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -11032457.000000 Penalty: 5696.845215
	Iteration 12Q: 3 clusters Score -1.103246e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -11033246.000000 Penalty: 5696.845215
	Iteration 13Q: 3 clusters Score -1.103325e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -11033890.000000 Penalty: 5696.845215
	Iteration 14Q: 3 clusters Score -1.103389e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -11034356.000000 Penalty: 5696.845215
	Iteration 15Q: 3 clusters Score -1.103436e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11034674.000000 Penalty: 5696.845215
	Iteration 16Q: 3 clusters Score -1.103467e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -11034926.000000 Penalty: 5696.845215
	Iteration 17Q: 3 clusters Score -1.103493e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11035123.000000 Penalty: 5696.845215
	Iteration 18Q: 3 clusters Score -1.103512e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11035184.000000 Penalty: 5696.845215
	Iteration 19Q: 3 clusters Score -1.103518e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11035245.000000 Penalty: 5696.845215
	Iteration 20F: 3 clusters Score -1.103524e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11035328.000000 Penalty: 5696.845215
	Iteration 21Q: 3 clusters Score -1.103533e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95886 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11035350.000000 Penalty: 5696.845215
	Iteration 22Q: 3 clusters Score -1.103535e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11035384.000000 Penalty: 5696.845215
	Iteration 23Q: 3 clusters Score -1.103538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11035426.000000 Penalty: 5696.845215
	Iteration 24Q: 3 clusters Score -1.103543e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11035426.000000 Penalty: 5696.845215
	Iteration 25Q: 3 clusters Score -1.103543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11035450.000000 Penalty: 5696.845215
	Iteration 26Q: 3 clusters Score -1.103545e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11035470.000000 Penalty: 5696.845215
	Iteration 27Q: 3 clusters Score -1.103547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11035490.000000 Penalty: 5696.845215
	Iteration 28Q: 3 clusters Score -1.103549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11035489.000000 Penalty: 5696.845215
	Iteration 29Q: 3 clusters Score -1.103549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11035487.000000 Penalty: 5696.845215
	Iteration 30Q: 3 clusters Score -1.103549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11035487.000000 Penalty: 5696.845215
	Iteration 31Q: 3 clusters Score -1.103549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11035494.000000 Penalty: 5696.845215
	Iteration 32Q: 3 clusters Score -1.103549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11035492.000000 Penalty: 5696.845215
	Iteration 33Q: 3 clusters Score -1.103549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11035492.000000 Penalty: 5696.845215
	Iteration 34Q: 3 clusters Score -1.103549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11035498.000000 Penalty: 5696.845215
	Iteration 35Q: 3 clusters Score -1.10355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11035504.000000 Penalty: 5696.845215
	Iteration 36Q: 3 clusters Score -1.10355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11035514.000000 Penalty: 5696.845215
	Iteration 37Q: 3 clusters Score -1.103551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11035518.000000 Penalty: 5696.845215
	Iteration 38Q: 3 clusters Score -1.103552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11035518.000000 Penalty: 5696.845215
	Iteration 39Q: 3 clusters Score -1.103552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11035523.000000 Penalty: 5696.845215
	Iteration 40F: 3 clusters Score -1.103552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11035532.000000 Penalty: 5696.845215
	Iteration 41Q: 3 clusters Score -1.103553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11035530.000000 Penalty: 5696.845215
	Iteration 42Q: 3 clusters Score -1.103553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11035543.000000 Penalty: 5696.845215
	Iteration 43Q: 3 clusters Score -1.103554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11035542.000000 Penalty: 5696.845215
	Iteration 44Q: 3 clusters Score -1.103554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11035538.000000 Penalty: 5696.845215
	Iteration 45Q: 3 clusters Score -1.103554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11035524.000000 Penalty: 5696.845215
	Iteration 46Q: 3 clusters Score -1.103552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11035532.000000 Penalty: 5696.845215
	Iteration 47Q: 3 clusters Score -1.103553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11035525.000000 Penalty: 5696.845215
	Iteration 48Q: 3 clusters Score -1.103552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96293 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11035534.000000 Penalty: 5696.845215
	Iteration 49Q: 3 clusters Score -1.103553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11035539.000000 Penalty: 5696.845215
	Iteration 50Q: 3 clusters Score -1.103554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11035539.000000 Penalty: 5696.845215
	Iteration 51F: 3 clusters Score -1.103554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (110289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Entering Unmasked Estep 
Score: -12569711.000000 Penalty: 2879.493164
	Iteration 0F: 2 clusters Score -1.256971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -12496008.000000 Penalty: 5758.986328
	Iteration 0F: 3 clusters Score -1.249601e+07 nChanged 52373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -12530683.000000 Penalty: 5758.986328
	Iteration 1F: 3 clusters Score -1.253068e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -12540076.000000 Penalty: 5758.986328
	Iteration 2F: 3 clusters Score -1.254008e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -12553475.000000 Penalty: 5758.986328
	Iteration 3F: 3 clusters Score -1.255348e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -12565320.000000 Penalty: 5758.986328
	Iteration 4F: 3 clusters Score -1.256532e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -12573576.000000 Penalty: 5758.986328
	Iteration 5F: 3 clusters Score -1.257358e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -12580220.000000 Penalty: 5758.986328
	Iteration 6F: 3 clusters Score -1.258022e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -12584803.000000 Penalty: 5758.986328
	Iteration 7Q: 3 clusters Score -1.25848e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -12586828.000000 Penalty: 5758.986328
	Iteration 8Q: 3 clusters Score -1.258683e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -12587454.000000 Penalty: 5758.986328
	Iteration 9Q: 3 clusters Score -1.258745e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -12587715.000000 Penalty: 5758.986328
	Iteration 10Q: 3 clusters Score -1.258772e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -12587922.000000 Penalty: 5758.986328
	Iteration 11Q: 3 clusters Score -1.258792e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -12588044.000000 Penalty: 5758.986328
	Iteration 12Q: 3 clusters Score -1.258804e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -12588142.000000 Penalty: 5758.986328
	Iteration 13Q: 3 clusters Score -1.258814e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -12588181.000000 Penalty: 5758.986328
	Iteration 14Q: 3 clusters Score -1.258818e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -12588198.000000 Penalty: 5758.986328
	Iteration 15Q: 3 clusters Score -1.25882e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -12588225.000000 Penalty: 5758.986328
	Iteration 16Q: 3 clusters Score -1.258822e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -12588244.000000 Penalty: 5758.986328
	Iteration 17Q: 3 clusters Score -1.258824e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -12588279.000000 Penalty: 5758.986328
	Iteration 18Q: 3 clusters Score -1.258828e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -12588286.000000 Penalty: 5758.986328
	Iteration 19Q: 3 clusters Score -1.258829e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -12588282.000000 Penalty: 5758.986328
	Iteration 20F: 3 clusters Score -1.258828e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -12588282.000000 Penalty: 5758.986328
	Iteration 21Q: 3 clusters Score -1.258828e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -12588312.000000 Penalty: 5758.986328
	Iteration 22Q: 3 clusters Score -1.258831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -12588305.000000 Penalty: 5758.986328
	Iteration 23Q: 3 clusters Score -1.25883e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -12588297.000000 Penalty: 5758.986328
	Iteration 24Q: 3 clusters Score -1.25883e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -12588279.000000 Penalty: 5758.986328
	Iteration 25Q: 3 clusters Score -1.258828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -12588276.000000 Penalty: 5758.986328
	Iteration 26Q: 3 clusters Score -1.258828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -12588286.000000 Penalty: 5758.986328
	Iteration 27Q: 3 clusters Score -1.258829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -12588298.000000 Penalty: 5758.986328
	Iteration 28Q: 3 clusters Score -1.25883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -12588306.000000 Penalty: 5758.986328
	Iteration 29Q: 3 clusters Score -1.258831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -12588299.000000 Penalty: 5758.986328
	Iteration 30Q: 3 clusters Score -1.25883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -12588308.000000 Penalty: 5758.986328
	Iteration 31Q: 3 clusters Score -1.258831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -12588307.000000 Penalty: 5758.986328
	Iteration 32Q: 3 clusters Score -1.258831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -12588310.000000 Penalty: 5758.986328
	Iteration 33Q: 3 clusters Score -1.258831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -12588313.000000 Penalty: 5758.986328
	Iteration 34Q: 3 clusters Score -1.258831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -12588318.000000 Penalty: 5758.986328
	Iteration 35Q: 3 clusters Score -1.258832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -12588318.000000 Penalty: 5758.986328
	Iteration 36Q: 3 clusters Score -1.258832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -12588315.000000 Penalty: 5758.986328
	Iteration 37Q: 3 clusters Score -1.258832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -12588328.000000 Penalty: 5758.986328
	Iteration 38Q: 3 clusters Score -1.258833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -12588328.000000 Penalty: 5758.986328
	Iteration 39Q: 3 clusters Score -1.258833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -12588322.000000 Penalty: 5758.986328
	Iteration 40F: 3 clusters Score -1.258832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -12588325.000000 Penalty: 5758.986328
	Iteration 41Q: 3 clusters Score -1.258832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -12588321.000000 Penalty: 5758.986328
	Iteration 42Q: 3 clusters Score -1.258832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -12588327.000000 Penalty: 5758.986328
	Iteration 43Q: 3 clusters Score -1.258833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -12588322.000000 Penalty: 5758.986328
	Iteration 44Q: 3 clusters Score -1.258832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -12588325.000000 Penalty: 5758.986328
	Iteration 45Q: 3 clusters Score -1.258832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -12588340.000000 Penalty: 5758.986328
	Iteration 46Q: 3 clusters Score -1.258834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -12588334.000000 Penalty: 5758.986328
	Iteration 47Q: 3 clusters Score -1.258833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -12588351.000000 Penalty: 5758.986328
	Iteration 48Q: 3 clusters Score -1.258835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -12588348.000000 Penalty: 5758.986328
	Iteration 49Q: 3 clusters Score -1.258835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -12588351.000000 Penalty: 5758.986328
	Iteration 50Q: 3 clusters Score -1.258835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -12588352.000000 Penalty: 5758.986328
	Iteration 51Q: 3 clusters Score -1.258835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -12588350.000000 Penalty: 5758.986328
	Iteration 52Q: 3 clusters Score -1.258835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -12588337.000000 Penalty: 5758.986328
	Iteration 53Q: 3 clusters Score -1.258834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -12588332.000000 Penalty: 5758.986328
	Iteration 54Q: 3 clusters Score -1.258833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -12588332.000000 Penalty: 5758.986328
	Iteration 55Q: 3 clusters Score -1.258833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -12588335.000000 Penalty: 5758.986328
	Iteration 56Q: 3 clusters Score -1.258834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -12588331.000000 Penalty: 5758.986328
	Iteration 57Q: 3 clusters Score -1.258833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -12588341.000000 Penalty: 5758.986328
	Iteration 58Q: 3 clusters Score -1.258834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -12588333.000000 Penalty: 5758.986328
	Iteration 59Q: 3 clusters Score -1.258833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -12588333.000000 Penalty: 5758.986328
	Iteration 60F: 3 clusters Score -1.258833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Entering Unmasked Estep 
Score: -211829904.000000 Penalty: 136537.406250
Splitting cluster 4 changes total score from -211770528.000000 to -211829904.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (23379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Entering Unmasked Estep 
Score: -2641836.750000 Penalty: 2494.779053
	Iteration 0F: 2 clusters Score -2641837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2625515.000000 Penalty: 4989.558105
	Iteration 0F: 3 clusters Score -2625515 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2631507.750000 Penalty: 4989.558105
	Iteration 1F: 3 clusters Score -2631508 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2632649.000000 Penalty: 4989.558105
	Iteration 2F: 3 clusters Score -2632649 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2634399.000000 Penalty: 4989.558105
	Iteration 3F: 3 clusters Score -2634399 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2636681.250000 Penalty: 4989.558105
	Iteration 4F: 3 clusters Score -2636681 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2638896.250000 Penalty: 4989.558105
	Iteration 5F: 3 clusters Score -2638896 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2640356.250000 Penalty: 4989.558105
	Iteration 6F: 3 clusters Score -2640356 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2641111.000000 Penalty: 4989.558105
	Iteration 7F: 3 clusters Score -2641111 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2641494.750000 Penalty: 4989.558105
	Iteration 8Q: 3 clusters Score -2641495 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2641743.250000 Penalty: 4989.558105
	Iteration 9Q: 3 clusters Score -2641743 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2641911.000000 Penalty: 4989.558105
	Iteration 10Q: 3 clusters Score -2641911 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2642035.500000 Penalty: 4989.558105
	Iteration 11Q: 3 clusters Score -2642036 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2642127.250000 Penalty: 4989.558105
	Iteration 12Q: 3 clusters Score -2642127 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2642217.250000 Penalty: 4989.558105
	Iteration 13Q: 3 clusters Score -2642217 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2642312.250000 Penalty: 4989.558105
	Iteration 14Q: 3 clusters Score -2642312 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2642400.000000 Penalty: 4989.558105
	Iteration 15Q: 3 clusters Score -2642400 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2642490.500000 Penalty: 4989.558105
	Iteration 16Q: 3 clusters Score -2642490 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2642567.250000 Penalty: 4989.558105
	Iteration 17Q: 3 clusters Score -2642567 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2642634.750000 Penalty: 4989.558105
	Iteration 18Q: 3 clusters Score -2642635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2642696.000000 Penalty: 4989.558105
	Iteration 19Q: 3 clusters Score -2642696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2642759.750000 Penalty: 4989.558105
	Iteration 20F: 3 clusters Score -2642760 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2642797.500000 Penalty: 4989.558105
	Iteration 21Q: 3 clusters Score -2642798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2642834.750000 Penalty: 4989.558105
	Iteration 22Q: 3 clusters Score -2642835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2642863.500000 Penalty: 4989.558105
	Iteration 23Q: 3 clusters Score -2642864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2642894.000000 Penalty: 4989.558105
	Iteration 24Q: 3 clusters Score -2642894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2642901.750000 Penalty: 4989.558105
	Iteration 25Q: 3 clusters Score -2642902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2642913.750000 Penalty: 4989.558105
	Iteration 26Q: 3 clusters Score -2642914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2642917.250000 Penalty: 4989.558105
	Iteration 27Q: 3 clusters Score -2642917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2642931.500000 Penalty: 4989.558105
	Iteration 28Q: 3 clusters Score -2642932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2642937.000000 Penalty: 4989.558105
	Iteration 29Q: 3 clusters Score -2642937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2642944.750000 Penalty: 4989.558105
	Iteration 30Q: 3 clusters Score -2642945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2642936.000000 Penalty: 4989.558105
	Iteration 31Q: 3 clusters Score -2642936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2642939.750000 Penalty: 4989.558105
	Iteration 32Q: 3 clusters Score -2642940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2642939.750000 Penalty: 4989.558105
	Iteration 33Q: 3 clusters Score -2642940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2642940.500000 Penalty: 4989.558105
	Iteration 34Q: 3 clusters Score -2642940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2642942.250000 Penalty: 4989.558105
	Iteration 35Q: 3 clusters Score -2642942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2642946.250000 Penalty: 4989.558105
	Iteration 36Q: 3 clusters Score -2642946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2642939.250000 Penalty: 4989.558105
	Iteration 37Q: 3 clusters Score -2642939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2642943.750000 Penalty: 4989.558105
	Iteration 38Q: 3 clusters Score -2642944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2642941.250000 Penalty: 4989.558105
	Iteration 39Q: 3 clusters Score -2642941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2642941.500000 Penalty: 4989.558105
	Iteration 40F: 3 clusters Score -2642942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2642944.500000 Penalty: 4989.558105
	Iteration 41Q: 3 clusters Score -2642944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2642944.750000 Penalty: 4989.558105
	Iteration 42Q: 3 clusters Score -2642945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2642945.750000 Penalty: 4989.558105
	Iteration 43Q: 3 clusters Score -2642946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2642940.750000 Penalty: 4989.558105
	Iteration 44Q: 3 clusters Score -2642941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2642948.750000 Penalty: 4989.558105
	Iteration 45Q: 3 clusters Score -2642949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2642945.000000 Penalty: 4989.558105
	Iteration 46Q: 3 clusters Score -2642945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2642947.750000 Penalty: 4989.558105
	Iteration 47Q: 3 clusters Score -2642948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2642951.750000 Penalty: 4989.558105
	Iteration 48Q: 3 clusters Score -2642952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2642952.250000 Penalty: 4989.558105
	Iteration 49Q: 3 clusters Score -2642952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2642953.250000 Penalty: 4989.558105
	Iteration 50Q: 3 clusters Score -2642953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2642959.750000 Penalty: 4989.558105
	Iteration 51Q: 3 clusters Score -2642960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2642961.750000 Penalty: 4989.558105
	Iteration 52Q: 3 clusters Score -2642962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2642957.000000 Penalty: 4989.558105
	Iteration 53Q: 3 clusters Score -2642957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2642960.250000 Penalty: 4989.558105
	Iteration 54Q: 3 clusters Score -2642960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2642961.750000 Penalty: 4989.558105
	Iteration 55Q: 3 clusters Score -2642962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2642961.500000 Penalty: 4989.558105
	Iteration 56Q: 3 clusters Score -2642962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2642963.750000 Penalty: 4989.558105
	Iteration 57Q: 3 clusters Score -2642964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2642960.250000 Penalty: 4989.558105
	Iteration 58Q: 3 clusters Score -2642960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2642963.000000 Penalty: 4989.558105
	Iteration 59Q: 3 clusters Score -2642963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2642965.000000 Penalty: 4989.558105
	Iteration 60F: 3 clusters Score -2642965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2642961.750000 Penalty: 4989.558105
	Iteration 61Q: 3 clusters Score -2642962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2642962.250000 Penalty: 4989.558105
	Iteration 62Q: 3 clusters Score -2642962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2642963.750000 Penalty: 4989.558105
	Iteration 63Q: 3 clusters Score -2642964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2642967.500000 Penalty: 4989.558105
	Iteration 64Q: 3 clusters Score -2642968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2642967.250000 Penalty: 4989.558105
	Iteration 65Q: 3 clusters Score -2642967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2642967.250000 Penalty: 4989.558105
	Iteration 66F: 3 clusters Score -2642967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Entering Unmasked Estep 
Score: -211829072.000000 Penalty: 140130.484375
Splitting cluster 5 changes total score from -211770528.000000 to -211829072.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (61938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Entering Unmasked Estep 
Score: -7105695.500000 Penalty: 2736.404541
	Iteration 0F: 2 clusters Score -7105696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7064195.000000 Penalty: 5472.809082
	Iteration 0F: 3 clusters Score -7064195 nChanged 28868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -7080331.500000 Penalty: 5472.809082
	Iteration 1F: 3 clusters Score -7080332 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -7080851.500000 Penalty: 5472.809082
	Iteration 2Q: 3 clusters Score -7080852 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -7081280.000000 Penalty: 5472.809082
	Iteration 3Q: 3 clusters Score -7081280 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7081678.000000 Penalty: 5472.809082
	Iteration 4Q: 3 clusters Score -7081678 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -7082165.000000 Penalty: 5472.809082
	Iteration 5Q: 3 clusters Score -7082165 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -7082615.000000 Penalty: 5472.809082
	Iteration 6Q: 3 clusters Score -7082615 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7083159.500000 Penalty: 5472.809082
	Iteration 7Q: 3 clusters Score -7083160 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -7083877.500000 Penalty: 5472.809082
	Iteration 8Q: 3 clusters Score -7083878 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -7084722.500000 Penalty: 5472.809082
	Iteration 9Q: 3 clusters Score -7084722 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -7085891.500000 Penalty: 5472.809082
	Iteration 10Q: 3 clusters Score -7085892 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -7087585.000000 Penalty: 5472.809082
	Iteration 11Q: 3 clusters Score -7087585 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -7089842.000000 Penalty: 5472.809082
	Iteration 12F: 3 clusters Score -7089842 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -7092317.000000 Penalty: 5472.809082
	Iteration 13F: 3 clusters Score -7092317 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -7094748.000000 Penalty: 5472.809082
	Iteration 14F: 3 clusters Score -7094748 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -7096660.000000 Penalty: 5472.809082
	Iteration 15Q: 3 clusters Score -7096660 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7098088.500000 Penalty: 5472.809082
	Iteration 16Q: 3 clusters Score -7098088 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -7099063.500000 Penalty: 5472.809082
	Iteration 17Q: 3 clusters Score -7099064 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -7099938.500000 Penalty: 5472.809082
	Iteration 18Q: 3 clusters Score -7099938 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -7100642.500000 Penalty: 5472.809082
	Iteration 19Q: 3 clusters Score -7100642 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -7101281.000000 Penalty: 5472.809082
	Iteration 20F: 3 clusters Score -7101281 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -7101817.000000 Penalty: 5472.809082
	Iteration 21Q: 3 clusters Score -7101817 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -7102192.000000 Penalty: 5472.809082
	Iteration 22Q: 3 clusters Score -7102192 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -7102505.500000 Penalty: 5472.809082
	Iteration 23Q: 3 clusters Score -7102506 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -7102782.500000 Penalty: 5472.809082
	Iteration 24Q: 3 clusters Score -7102782 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -7102951.000000 Penalty: 5472.809082
	Iteration 25Q: 3 clusters Score -7102951 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -7103094.500000 Penalty: 5472.809082
	Iteration 26Q: 3 clusters Score -7103094 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -7103168.500000 Penalty: 5472.809082
	Iteration 27Q: 3 clusters Score -7103168 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -7103258.500000 Penalty: 5472.809082
	Iteration 28Q: 3 clusters Score -7103258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -7103304.500000 Penalty: 5472.809082
	Iteration 29Q: 3 clusters Score -7103304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -7103338.500000 Penalty: 5472.809082
	Iteration 30Q: 3 clusters Score -7103338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -7103372.000000 Penalty: 5472.809082
	Iteration 31Q: 3 clusters Score -7103372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -7103384.500000 Penalty: 5472.809082
	Iteration 32Q: 3 clusters Score -7103384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7103416.000000 Penalty: 5472.809082
	Iteration 33Q: 3 clusters Score -7103416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -7103436.000000 Penalty: 5472.809082
	Iteration 34Q: 3 clusters Score -7103436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7103461.000000 Penalty: 5472.809082
	Iteration 35Q: 3 clusters Score -7103461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -7103466.000000 Penalty: 5472.809082
	Iteration 36Q: 3 clusters Score -7103466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -7103468.000000 Penalty: 5472.809082
	Iteration 37Q: 3 clusters Score -7103468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7103487.000000 Penalty: 5472.809082
	Iteration 38Q: 3 clusters Score -7103487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -7103484.000000 Penalty: 5472.809082
	Iteration 39Q: 3 clusters Score -7103484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -7103489.000000 Penalty: 5472.809082
	Iteration 40F: 3 clusters Score -7103489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -7103496.500000 Penalty: 5472.809082
	Iteration 41Q: 3 clusters Score -7103496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -7103502.000000 Penalty: 5472.809082
	Iteration 42Q: 3 clusters Score -7103502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -7103503.500000 Penalty: 5472.809082
	Iteration 43Q: 3 clusters Score -7103504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -7103505.500000 Penalty: 5472.809082
	Iteration 44Q: 3 clusters Score -7103506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -7103502.000000 Penalty: 5472.809082
	Iteration 45Q: 3 clusters Score -7103502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7103504.500000 Penalty: 5472.809082
	Iteration 46Q: 3 clusters Score -7103504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -7103505.000000 Penalty: 5472.809082
	Iteration 47Q: 3 clusters Score -7103505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7103501.500000 Penalty: 5472.809082
	Iteration 48Q: 3 clusters Score -7103502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -7103508.500000 Penalty: 5472.809082
	Iteration 49Q: 3 clusters Score -7103508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7103507.000000 Penalty: 5472.809082
	Iteration 50Q: 3 clusters Score -7103507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7103507.000000 Penalty: 5472.809082
	Iteration 51F: 3 clusters Score -7103507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Entering Unmasked Estep 
Score: -819973.625000 Penalty: 2265.365479
	Iteration 0F: 2 clusters Score -819973.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -813122.875000 Penalty: 4530.730957
	Iteration 0F: 3 clusters Score -813122.9 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -818722.437500 Penalty: 4530.730957
	Iteration 1F: 3 clusters Score -818722.4 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -821538.125000 Penalty: 4530.730957
	Iteration 2F: 3 clusters Score -821538.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -824380.812500 Penalty: 4530.730957
	Iteration 3F: 3 clusters Score -824380.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -828923.812500 Penalty: 4530.730957
	Iteration 4F: 3 clusters Score -828923.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -836903.937500 Penalty: 4530.730957
	Iteration 5F: 3 clusters Score -836903.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -838952.000000 Penalty: 4530.730957
	Iteration 6F: 3 clusters Score -838952 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -840548.187500 Penalty: 4530.730957
	Iteration 7Q: 3 clusters Score -840548.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -841813.500000 Penalty: 4530.730957
	Iteration 8Q: 3 clusters Score -841813.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -842859.937500 Penalty: 4530.730957
	Iteration 9Q: 3 clusters Score -842859.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -843606.437500 Penalty: 4530.730957
	Iteration 10Q: 3 clusters Score -843606.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -844029.687500 Penalty: 4530.730957
	Iteration 11Q: 3 clusters Score -844029.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -844166.187500 Penalty: 4530.730957
	Iteration 12Q: 3 clusters Score -844166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -844205.250000 Penalty: 4530.730957
	Iteration 13Q: 3 clusters Score -844205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -844205.250000 Penalty: 4530.730957
	Iteration 14F: 3 clusters Score -844205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Entering Unmasked Estep 
Score: -211852416.000000 Penalty: 143723.578125
Splitting cluster 7 changes total score from -211770528.000000 to -211852416.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (37215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Entering Unmasked Estep 
Score: -4183126.750000 Penalty: 2610.067871
	Iteration 0F: 2 clusters Score -4183127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4157926.500000 Penalty: 5220.135742
	Iteration 0F: 3 clusters Score -4157926 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4167419.000000 Penalty: 5220.135742
	Iteration 1F: 3 clusters Score -4167419 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4169374.750000 Penalty: 5220.135742
	Iteration 2F: 3 clusters Score -4169375 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4173500.500000 Penalty: 5220.135742
	Iteration 3F: 3 clusters Score -4173500 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4179520.750000 Penalty: 5220.135742
	Iteration 4F: 3 clusters Score -4179521 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4185136.000000 Penalty: 5220.135742
	Iteration 5F: 3 clusters Score -4185136 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4188210.000000 Penalty: 5220.135742
	Iteration 6F: 3 clusters Score -4188210 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4189588.250000 Penalty: 5220.135742
	Iteration 7F: 3 clusters Score -4189588 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4190344.000000 Penalty: 5220.135742
	Iteration 8Q: 3 clusters Score -4190344 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4190821.750000 Penalty: 5220.135742
	Iteration 9Q: 3 clusters Score -4190822 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4191300.500000 Penalty: 5220.135742
	Iteration 10Q: 3 clusters Score -4191300 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4191835.000000 Penalty: 5220.135742
	Iteration 11Q: 3 clusters Score -4191835 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4192544.500000 Penalty: 5220.135742
	Iteration 12Q: 3 clusters Score -4192544 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4193569.000000 Penalty: 5220.135742
	Iteration 13Q: 3 clusters Score -4193569 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4194638.000000 Penalty: 5220.135742
	Iteration 14Q: 3 clusters Score -4194638 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4195267.000000 Penalty: 5220.135742
	Iteration 15Q: 3 clusters Score -4195267 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4195448.500000 Penalty: 5220.135742
	Iteration 16Q: 3 clusters Score -4195448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4195513.000000 Penalty: 5220.135742
	Iteration 17Q: 3 clusters Score -4195513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4195538.000000 Penalty: 5220.135742
	Iteration 18Q: 3 clusters Score -4195538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4195544.500000 Penalty: 5220.135742
	Iteration 19Q: 3 clusters Score -4195544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4195534.000000 Penalty: 5220.135742
	Iteration 20F: 3 clusters Score -4195534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4195534.000000 Penalty: 5220.135742
	Iteration 21Q: 3 clusters Score -4195534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4195533.000000 Penalty: 5220.135742
	Iteration 22Q: 3 clusters Score -4195533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4195534.500000 Penalty: 5220.135742
	Iteration 23Q: 3 clusters Score -4195534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4195536.000000 Penalty: 5220.135742
	Iteration 24Q: 3 clusters Score -4195536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4195539.500000 Penalty: 5220.135742
	Iteration 25Q: 3 clusters Score -4195540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4195539.500000 Penalty: 5220.135742
	Iteration 26F: 3 clusters Score -4195540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Entering Unmasked Estep 
Score: -211861440.000000 Penalty: 147316.671875
Splitting cluster 8 changes total score from -211770528.000000 to -211861440.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (19931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Entering Unmasked Estep 
Score: -1956944.250000 Penalty: 2455.208008
	Iteration 0F: 2 clusters Score -1956944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1943043.875000 Penalty: 4910.416016
	Iteration 0F: 3 clusters Score -1943044 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1949766.625000 Penalty: 4910.416016
	Iteration 1F: 3 clusters Score -1949767 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1954084.500000 Penalty: 4910.416016
	Iteration 2F: 3 clusters Score -1954084 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1958613.750000 Penalty: 4910.416016
	Iteration 3F: 3 clusters Score -1958614 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1961609.500000 Penalty: 4910.416016
	Iteration 4F: 3 clusters Score -1961610 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1963926.375000 Penalty: 4910.416016
	Iteration 5F: 3 clusters Score -1963926 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1965626.875000 Penalty: 4910.416016
	Iteration 6F: 3 clusters Score -1965627 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1966754.000000 Penalty: 4910.416016
	Iteration 7Q: 3 clusters Score -1966754 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1967582.750000 Penalty: 4910.416016
	Iteration 8Q: 3 clusters Score -1967583 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1968370.500000 Penalty: 4910.416016
	Iteration 9Q: 3 clusters Score -1968370 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1968963.125000 Penalty: 4910.416016
	Iteration 10Q: 3 clusters Score -1968963 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1969359.125000 Penalty: 4910.416016
	Iteration 11Q: 3 clusters Score -1969359 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1969619.875000 Penalty: 4910.416016
	Iteration 12Q: 3 clusters Score -1969620 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1969759.750000 Penalty: 4910.416016
	Iteration 13Q: 3 clusters Score -1969760 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1969848.375000 Penalty: 4910.416016
	Iteration 14Q: 3 clusters Score -1969848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1969905.625000 Penalty: 4910.416016
	Iteration 15Q: 3 clusters Score -1969906 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1969955.500000 Penalty: 4910.416016
	Iteration 16Q: 3 clusters Score -1969956 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1969996.250000 Penalty: 4910.416016
	Iteration 17Q: 3 clusters Score -1969996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1970026.500000 Penalty: 4910.416016
	Iteration 18Q: 3 clusters Score -1970026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1970043.875000 Penalty: 4910.416016
	Iteration 19Q: 3 clusters Score -1970044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1970069.250000 Penalty: 4910.416016
	Iteration 20F: 3 clusters Score -1970069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1970078.125000 Penalty: 4910.416016
	Iteration 21Q: 3 clusters Score -1970078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1970089.750000 Penalty: 4910.416016
	Iteration 22Q: 3 clusters Score -1970090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1970100.875000 Penalty: 4910.416016
	Iteration 23Q: 3 clusters Score -1970101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1970107.250000 Penalty: 4910.416016
	Iteration 24Q: 3 clusters Score -1970107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1970116.250000 Penalty: 4910.416016
	Iteration 25Q: 3 clusters Score -1970116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1970128.875000 Penalty: 4910.416016
	Iteration 26Q: 3 clusters Score -1970129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1970134.500000 Penalty: 4910.416016
	Iteration 27Q: 3 clusters Score -1970134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1970142.625000 Penalty: 4910.416016
	Iteration 28Q: 3 clusters Score -1970143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1970150.500000 Penalty: 4910.416016
	Iteration 29Q: 3 clusters Score -1970150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1970160.625000 Penalty: 4910.416016
	Iteration 30Q: 3 clusters Score -1970161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1970165.500000 Penalty: 4910.416016
	Iteration 31Q: 3 clusters Score -1970166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1970178.750000 Penalty: 4910.416016
	Iteration 32Q: 3 clusters Score -1970179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1970184.250000 Penalty: 4910.416016
	Iteration 33Q: 3 clusters Score -1970184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1970195.125000 Penalty: 4910.416016
	Iteration 34Q: 3 clusters Score -1970195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1970209.500000 Penalty: 4910.416016
	Iteration 35Q: 3 clusters Score -1970210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1970213.875000 Penalty: 4910.416016
	Iteration 36Q: 3 clusters Score -1970214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1970222.250000 Penalty: 4910.416016
	Iteration 37Q: 3 clusters Score -1970222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1970227.625000 Penalty: 4910.416016
	Iteration 38Q: 3 clusters Score -1970228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1970233.375000 Penalty: 4910.416016
	Iteration 39Q: 3 clusters Score -1970233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1970254.125000 Penalty: 4910.416016
	Iteration 40F: 3 clusters Score -1970254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1970276.000000 Penalty: 4910.416016
	Iteration 41Q: 3 clusters Score -1970276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1970332.000000 Penalty: 4910.416016
	Iteration 42Q: 3 clusters Score -1970332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1970379.875000 Penalty: 4910.416016
	Iteration 43Q: 3 clusters Score -1970380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1970447.875000 Penalty: 4910.416016
	Iteration 44Q: 3 clusters Score -1970448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1970503.500000 Penalty: 4910.416016
	Iteration 45Q: 3 clusters Score -1970504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1970559.250000 Penalty: 4910.416016
	Iteration 46Q: 3 clusters Score -1970559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1970594.875000 Penalty: 4910.416016
	Iteration 47Q: 3 clusters Score -1970595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1970619.875000 Penalty: 4910.416016
	Iteration 48Q: 3 clusters Score -1970620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1970643.125000 Penalty: 4910.416016
	Iteration 49Q: 3 clusters Score -1970643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1970654.125000 Penalty: 4910.416016
	Iteration 50Q: 3 clusters Score -1970654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1970665.250000 Penalty: 4910.416016
	Iteration 51Q: 3 clusters Score -1970665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1970673.750000 Penalty: 4910.416016
	Iteration 52Q: 3 clusters Score -1970674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1970671.000000 Penalty: 4910.416016
	Iteration 53Q: 3 clusters Score -1970671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1970683.125000 Penalty: 4910.416016
	Iteration 54Q: 3 clusters Score -1970683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1970689.125000 Penalty: 4910.416016
	Iteration 55Q: 3 clusters Score -1970689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1970692.500000 Penalty: 4910.416016
	Iteration 56Q: 3 clusters Score -1970692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1970689.375000 Penalty: 4910.416016
	Iteration 57Q: 3 clusters Score -1970689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1970689.750000 Penalty: 4910.416016
	Iteration 58Q: 3 clusters Score -1970690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1970783.250000 Penalty: 4910.416016
	Iteration 59F: 3 clusters Score -1970783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1970888.500000 Penalty: 4910.416016
	Iteration 60F: 3 clusters Score -1970888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1970967.625000 Penalty: 4910.416016
	Iteration 61Q: 3 clusters Score -1970968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1970994.250000 Penalty: 4910.416016
	Iteration 62Q: 3 clusters Score -1970994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1971021.125000 Penalty: 4910.416016
	Iteration 63Q: 3 clusters Score -1971021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1971031.750000 Penalty: 4910.416016
	Iteration 64Q: 3 clusters Score -1971032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1971038.000000 Penalty: 4910.416016
	Iteration 65Q: 3 clusters Score -1971038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1971041.750000 Penalty: 4910.416016
	Iteration 66Q: 3 clusters Score -1971042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1971043.250000 Penalty: 4910.416016
	Iteration 67Q: 3 clusters Score -1971043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1971045.375000 Penalty: 4910.416016
	Iteration 68Q: 3 clusters Score -1971045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1971044.125000 Penalty: 4910.416016
	Iteration 69Q: 3 clusters Score -1971044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1971045.625000 Penalty: 4910.416016
	Iteration 70Q: 3 clusters Score -1971046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1971044.250000 Penalty: 4910.416016
	Iteration 71Q: 3 clusters Score -1971044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1971043.750000 Penalty: 4910.416016
	Iteration 72Q: 3 clusters Score -1971044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1971045.250000 Penalty: 4910.416016
	Iteration 73Q: 3 clusters Score -1971045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1971045.250000 Penalty: 4910.416016
	Iteration 74F: 3 clusters Score -1971045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 28842 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Entering Unmasked Estep 
Score: -211876640.000000 Penalty: 150909.765625
Splitting cluster 9 changes total score from -211770528.000000 to -211876640.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (28842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Entering Unmasked Estep 
Score: -3086143.500000 Penalty: 2546.857666
	Iteration 0F: 2 clusters Score -3086144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3066410.000000 Penalty: 5093.715332
	Iteration 0F: 3 clusters Score -3066410 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3075401.250000 Penalty: 5093.715332
	Iteration 1F: 3 clusters Score -3075401 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3078794.750000 Penalty: 5093.715332
	Iteration 2F: 3 clusters Score -3078795 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3083317.000000 Penalty: 5093.715332
	Iteration 3F: 3 clusters Score -3083317 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3086929.750000 Penalty: 5093.715332
	Iteration 4F: 3 clusters Score -3086930 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3088733.000000 Penalty: 5093.715332
	Iteration 5F: 3 clusters Score -3088733 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3089325.000000 Penalty: 5093.715332
	Iteration 6Q: 3 clusters Score -3089325 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3089530.000000 Penalty: 5093.715332
	Iteration 7Q: 3 clusters Score -3089530 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3089636.750000 Penalty: 5093.715332
	Iteration 8Q: 3 clusters Score -3089637 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3089682.000000 Penalty: 5093.715332
	Iteration 9Q: 3 clusters Score -3089682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3089734.000000 Penalty: 5093.715332
	Iteration 10Q: 3 clusters Score -3089734 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3089772.000000 Penalty: 5093.715332
	Iteration 11Q: 3 clusters Score -3089772 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3089796.000000 Penalty: 5093.715332
	Iteration 12Q: 3 clusters Score -3089796 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3089802.000000 Penalty: 5093.715332
	Iteration 13Q: 3 clusters Score -3089802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3089821.000000 Penalty: 5093.715332
	Iteration 14Q: 3 clusters Score -3089821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3089851.500000 Penalty: 5093.715332
	Iteration 15Q: 3 clusters Score -3089852 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3089868.500000 Penalty: 5093.715332
	Iteration 16Q: 3 clusters Score -3089868 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3089889.750000 Penalty: 5093.715332
	Iteration 17Q: 3 clusters Score -3089890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3089907.250000 Penalty: 5093.715332
	Iteration 18Q: 3 clusters Score -3089907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3089929.000000 Penalty: 5093.715332
	Iteration 19Q: 3 clusters Score -3089929 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3089945.500000 Penalty: 5093.715332
	Iteration 20F: 3 clusters Score -3089946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3089946.750000 Penalty: 5093.715332
	Iteration 21Q: 3 clusters Score -3089947 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3089964.750000 Penalty: 5093.715332
	Iteration 22Q: 3 clusters Score -3089965 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3089980.750000 Penalty: 5093.715332
	Iteration 23Q: 3 clusters Score -3089981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3090002.000000 Penalty: 5093.715332
	Iteration 24Q: 3 clusters Score -3090002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3090006.000000 Penalty: 5093.715332
	Iteration 25Q: 3 clusters Score -3090006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3090021.000000 Penalty: 5093.715332
	Iteration 26Q: 3 clusters Score -3090021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3090018.000000 Penalty: 5093.715332
	Iteration 27Q: 3 clusters Score -3090018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3090025.000000 Penalty: 5093.715332
	Iteration 28Q: 3 clusters Score -3090025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3090028.500000 Penalty: 5093.715332
	Iteration 29Q: 3 clusters Score -3090028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3090036.000000 Penalty: 5093.715332
	Iteration 30Q: 3 clusters Score -3090036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3090032.250000 Penalty: 5093.715332
	Iteration 31Q: 3 clusters Score -3090032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3090042.000000 Penalty: 5093.715332
	Iteration 32Q: 3 clusters Score -3090042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3090057.750000 Penalty: 5093.715332
	Iteration 33Q: 3 clusters Score -3090058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3090065.000000 Penalty: 5093.715332
	Iteration 34Q: 3 clusters Score -3090065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3090066.250000 Penalty: 5093.715332
	Iteration 35Q: 3 clusters Score -3090066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3090064.750000 Penalty: 5093.715332
	Iteration 36Q: 3 clusters Score -3090065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3090068.750000 Penalty: 5093.715332
	Iteration 37Q: 3 clusters Score -3090069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3090068.250000 Penalty: 5093.715332
	Iteration 38Q: 3 clusters Score -3090068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3090074.000000 Penalty: 5093.715332
	Iteration 39Q: 3 clusters Score -3090074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3090078.500000 Penalty: 5093.715332
	Iteration 40F: 3 clusters Score -3090078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3090070.250000 Penalty: 5093.715332
	Iteration 41Q: 3 clusters Score -3090070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3090069.750000 Penalty: 5093.715332
	Iteration 42Q: 3 clusters Score -3090070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3090069.500000 Penalty: 5093.715332
	Iteration 43Q: 3 clusters Score -3090070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3090072.750000 Penalty: 5093.715332
	Iteration 44Q: 3 clusters Score -3090073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3090074.500000 Penalty: 5093.715332
	Iteration 45Q: 3 clusters Score -3090074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3090076.250000 Penalty: 5093.715332
	Iteration 46Q: 3 clusters Score -3090076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3090080.750000 Penalty: 5093.715332
	Iteration 47Q: 3 clusters Score -3090081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3090086.500000 Penalty: 5093.715332
	Iteration 48Q: 3 clusters Score -3090086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3090084.500000 Penalty: 5093.715332
	Iteration 49Q: 3 clusters Score -3090084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3090087.000000 Penalty: 5093.715332
	Iteration 50Q: 3 clusters Score -3090087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3090093.000000 Penalty: 5093.715332
	Iteration 51Q: 3 clusters Score -3090093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3090089.000000 Penalty: 5093.715332
	Iteration 52Q: 3 clusters Score -3090089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3090092.000000 Penalty: 5093.715332
	Iteration 53Q: 3 clusters Score -3090092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3090093.250000 Penalty: 5093.715332
	Iteration 54Q: 3 clusters Score -3090093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3090087.750000 Penalty: 5093.715332
	Iteration 55Q: 3 clusters Score -3090088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3090087.250000 Penalty: 5093.715332
	Iteration 56Q: 3 clusters Score -3090087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3090086.750000 Penalty: 5093.715332
	Iteration 57Q: 3 clusters Score -3090087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3090087.000000 Penalty: 5093.715332
	Iteration 58Q: 3 clusters Score -3090087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3090084.000000 Penalty: 5093.715332
	Iteration 59Q: 3 clusters Score -3090084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3090083.250000 Penalty: 5093.715332
	Iteration 60F: 3 clusters Score -3090083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3090083.500000 Penalty: 5093.715332
	Iteration 61Q: 3 clusters Score -3090084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3090080.500000 Penalty: 5093.715332
	Iteration 62Q: 3 clusters Score -3090080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3090084.500000 Penalty: 5093.715332
	Iteration 63Q: 3 clusters Score -3090084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3090085.750000 Penalty: 5093.715332
	Iteration 64Q: 3 clusters Score -3090086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3090083.750000 Penalty: 5093.715332
	Iteration 65Q: 3 clusters Score -3090084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3090084.750000 Penalty: 5093.715332
	Iteration 66Q: 3 clusters Score -3090085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3090084.500000 Penalty: 5093.715332
	Iteration 67Q: 3 clusters Score -3090084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3090086.000000 Penalty: 5093.715332
	Iteration 68Q: 3 clusters Score -3090086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3090084.750000 Penalty: 5093.715332
	Iteration 69Q: 3 clusters Score -3090085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3090084.750000 Penalty: 5093.715332
	Iteration 70F: 3 clusters Score -3090085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Entering Unmasked Estep 
Score: -211879280.000000 Penalty: 154502.843750
Splitting cluster 10 changes total score from -211770528.000000 to -211879280.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (15121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Entering Unmasked Estep 
Score: -1622982.875000 Penalty: 2386.712158
	Iteration 0F: 2 clusters Score -1622983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1612108.875000 Penalty: 4773.424316
	Iteration 0F: 3 clusters Score -1612109 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1616496.250000 Penalty: 4773.424316
	Iteration 1F: 3 clusters Score -1616496 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1618605.375000 Penalty: 4773.424316
	Iteration 2F: 3 clusters Score -1618605 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1621267.750000 Penalty: 4773.424316
	Iteration 3F: 3 clusters Score -1621268 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1623056.500000 Penalty: 4773.424316
	Iteration 4F: 3 clusters Score -1623056 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1623920.875000 Penalty: 4773.424316
	Iteration 5F: 3 clusters Score -1623921 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1624379.000000 Penalty: 4773.424316
	Iteration 6Q: 3 clusters Score -1624379 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1624652.125000 Penalty: 4773.424316
	Iteration 7Q: 3 clusters Score -1624652 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1624850.625000 Penalty: 4773.424316
	Iteration 8Q: 3 clusters Score -1624851 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1624970.625000 Penalty: 4773.424316
	Iteration 9Q: 3 clusters Score -1624971 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1625024.125000 Penalty: 4773.424316
	Iteration 10Q: 3 clusters Score -1625024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1625056.750000 Penalty: 4773.424316
	Iteration 11Q: 3 clusters Score -1625057 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1625070.375000 Penalty: 4773.424316
	Iteration 12Q: 3 clusters Score -1625070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1625080.750000 Penalty: 4773.424316
	Iteration 13Q: 3 clusters Score -1625081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1625089.875000 Penalty: 4773.424316
	Iteration 14Q: 3 clusters Score -1625090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1625093.750000 Penalty: 4773.424316
	Iteration 15Q: 3 clusters Score -1625094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1625095.500000 Penalty: 4773.424316
	Iteration 16Q: 3 clusters Score -1625096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1625098.500000 Penalty: 4773.424316
	Iteration 17Q: 3 clusters Score -1625098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1625102.625000 Penalty: 4773.424316
	Iteration 18Q: 3 clusters Score -1625103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1625108.375000 Penalty: 4773.424316
	Iteration 19Q: 3 clusters Score -1625108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1625112.500000 Penalty: 4773.424316
	Iteration 20F: 3 clusters Score -1625112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1625109.000000 Penalty: 4773.424316
	Iteration 21Q: 3 clusters Score -1625109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1625113.875000 Penalty: 4773.424316
	Iteration 22Q: 3 clusters Score -1625114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1625111.625000 Penalty: 4773.424316
	Iteration 23Q: 3 clusters Score -1625112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1625112.000000 Penalty: 4773.424316
	Iteration 24Q: 3 clusters Score -1625112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1625114.750000 Penalty: 4773.424316
	Iteration 25Q: 3 clusters Score -1625115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1625115.875000 Penalty: 4773.424316
	Iteration 26Q: 3 clusters Score -1625116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1625120.375000 Penalty: 4773.424316
	Iteration 27Q: 3 clusters Score -1625120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1625121.625000 Penalty: 4773.424316
	Iteration 28Q: 3 clusters Score -1625122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1625122.625000 Penalty: 4773.424316
	Iteration 29Q: 3 clusters Score -1625123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1625123.750000 Penalty: 4773.424316
	Iteration 30Q: 3 clusters Score -1625124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1625125.875000 Penalty: 4773.424316
	Iteration 31Q: 3 clusters Score -1625126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1625120.875000 Penalty: 4773.424316
	Iteration 32Q: 3 clusters Score -1625121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1625125.750000 Penalty: 4773.424316
	Iteration 33Q: 3 clusters Score -1625126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1625124.125000 Penalty: 4773.424316
	Iteration 34Q: 3 clusters Score -1625124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1625125.375000 Penalty: 4773.424316
	Iteration 35Q: 3 clusters Score -1625125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1625129.125000 Penalty: 4773.424316
	Iteration 36Q: 3 clusters Score -1625129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1625129.000000 Penalty: 4773.424316
	Iteration 37Q: 3 clusters Score -1625129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1625126.875000 Penalty: 4773.424316
	Iteration 38Q: 3 clusters Score -1625127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1625128.500000 Penalty: 4773.424316
	Iteration 39Q: 3 clusters Score -1625128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1625133.625000 Penalty: 4773.424316
	Iteration 40F: 3 clusters Score -1625134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1625134.500000 Penalty: 4773.424316
	Iteration 41Q: 3 clusters Score -1625134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1625133.750000 Penalty: 4773.424316
	Iteration 42Q: 3 clusters Score -1625134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1625136.375000 Penalty: 4773.424316
	Iteration 43Q: 3 clusters Score -1625136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1625141.500000 Penalty: 4773.424316
	Iteration 44Q: 3 clusters Score -1625142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1625141.000000 Penalty: 4773.424316
	Iteration 45Q: 3 clusters Score -1625141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1625143.750000 Penalty: 4773.424316
	Iteration 46Q: 3 clusters Score -1625144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1625151.000000 Penalty: 4773.424316
	Iteration 47Q: 3 clusters Score -1625151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1625150.875000 Penalty: 4773.424316
	Iteration 48Q: 3 clusters Score -1625151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1625148.875000 Penalty: 4773.424316
	Iteration 49Q: 3 clusters Score -1625149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1625150.125000 Penalty: 4773.424316
	Iteration 50Q: 3 clusters Score -1625150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1625149.250000 Penalty: 4773.424316
	Iteration 51Q: 3 clusters Score -1625149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1625154.750000 Penalty: 4773.424316
	Iteration 52Q: 3 clusters Score -1625155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1625155.625000 Penalty: 4773.424316
	Iteration 53Q: 3 clusters Score -1625156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1625154.625000 Penalty: 4773.424316
	Iteration 54Q: 3 clusters Score -1625155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1625156.500000 Penalty: 4773.424316
	Iteration 55Q: 3 clusters Score -1625156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1625155.250000 Penalty: 4773.424316
	Iteration 56Q: 3 clusters Score -1625155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1625160.250000 Penalty: 4773.424316
	Iteration 57Q: 3 clusters Score -1625160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1625161.500000 Penalty: 4773.424316
	Iteration 58Q: 3 clusters Score -1625162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1625162.125000 Penalty: 4773.424316
	Iteration 59Q: 3 clusters Score -1625162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1625167.000000 Penalty: 4773.424316
	Iteration 60F: 3 clusters Score -1625167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1625164.625000 Penalty: 4773.424316
	Iteration 61Q: 3 clusters Score -1625165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1625166.000000 Penalty: 4773.424316
	Iteration 62Q: 3 clusters Score -1625166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1625162.875000 Penalty: 4773.424316
	Iteration 63Q: 3 clusters Score -1625163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1625165.750000 Penalty: 4773.424316
	Iteration 64Q: 3 clusters Score -1625166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1625167.000000 Penalty: 4773.424316
	Iteration 65Q: 3 clusters Score -1625167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1625170.000000 Penalty: 4773.424316
	Iteration 66Q: 3 clusters Score -1625170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1625172.625000 Penalty: 4773.424316
	Iteration 67Q: 3 clusters Score -1625173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1625172.750000 Penalty: 4773.424316
	Iteration 68Q: 3 clusters Score -1625173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1625174.375000 Penalty: 4773.424316
	Iteration 69Q: 3 clusters Score -1625174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1625173.625000 Penalty: 4773.424316
	Iteration 70Q: 3 clusters Score -1625174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1625176.125000 Penalty: 4773.424316
	Iteration 71Q: 3 clusters Score -1625176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1625175.125000 Penalty: 4773.424316
	Iteration 72Q: 3 clusters Score -1625175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1625174.500000 Penalty: 4773.424316
	Iteration 73Q: 3 clusters Score -1625174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1625177.875000 Penalty: 4773.424316
	Iteration 74Q: 3 clusters Score -1625178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1625182.125000 Penalty: 4773.424316
	Iteration 75Q: 3 clusters Score -1625182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1625181.750000 Penalty: 4773.424316
	Iteration 76Q: 3 clusters Score -1625182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1625185.625000 Penalty: 4773.424316
	Iteration 77Q: 3 clusters Score -1625186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1625187.125000 Penalty: 4773.424316
	Iteration 78Q: 3 clusters Score -1625187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1625188.250000 Penalty: 4773.424316
	Iteration 79Q: 3 clusters Score -1625188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1625188.750000 Penalty: 4773.424316
	Iteration 80F: 3 clusters Score -1625189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1625189.000000 Penalty: 4773.424316
	Iteration 81Q: 3 clusters Score -1625189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1625185.750000 Penalty: 4773.424316
	Iteration 82Q: 3 clusters Score -1625186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1625187.875000 Penalty: 4773.424316
	Iteration 83Q: 3 clusters Score -1625188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1625189.750000 Penalty: 4773.424316
	Iteration 84Q: 3 clusters Score -1625190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1625187.375000 Penalty: 4773.424316
	Iteration 85Q: 3 clusters Score -1625187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1625188.375000 Penalty: 4773.424316
	Iteration 86Q: 3 clusters Score -1625188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1625192.750000 Penalty: 4773.424316
	Iteration 87Q: 3 clusters Score -1625193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1625191.625000 Penalty: 4773.424316
	Iteration 88Q: 3 clusters Score -1625192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1625191.250000 Penalty: 4773.424316
	Iteration 89Q: 3 clusters Score -1625191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1625193.750000 Penalty: 4773.424316
	Iteration 90Q: 3 clusters Score -1625194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1625195.250000 Penalty: 4773.424316
	Iteration 91Q: 3 clusters Score -1625195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1625194.375000 Penalty: 4773.424316
	Iteration 92Q: 3 clusters Score -1625194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1625193.250000 Penalty: 4773.424316
	Iteration 93Q: 3 clusters Score -1625193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1625192.625000 Penalty: 4773.424316
	Iteration 94Q: 3 clusters Score -1625193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1625194.250000 Penalty: 4773.424316
	Iteration 95Q: 3 clusters Score -1625194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1625198.375000 Penalty: 4773.424316
	Iteration 96Q: 3 clusters Score -1625198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1625197.375000 Penalty: 4773.424316
	Iteration 97Q: 3 clusters Score -1625197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1625195.750000 Penalty: 4773.424316
	Iteration 98Q: 3 clusters Score -1625196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1625195.750000 Penalty: 4773.424316
	Iteration 99F: 3 clusters Score -1625196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 30271 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Entering Unmasked Estep 
Score: -211879840.000000 Penalty: 158095.937500
Splitting cluster 11 changes total score from -211770528.000000 to -211879840.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (266270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266270 members 
Entering Unmasked Estep 
Score: -31131294.000000 Penalty: 3098.081787
	Iteration 0F: 2 clusters Score -3.113129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -30963658.000000 Penalty: 6196.163574
	Iteration 0F: 3 clusters Score -3.096366e+07 nChanged 128932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132976 members 
Mstep: Class 2 contains 133294 members 
Entering Unmasked Estep 
Score: -31041112.000000 Penalty: 6196.163574
	Iteration 1F: 3 clusters Score -3.104111e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133945 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -31044468.000000 Penalty: 6196.163574
	Iteration 2Q: 3 clusters Score -3.104447e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135902 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -31049472.000000 Penalty: 6196.163574
	Iteration 3Q: 3 clusters Score -3.104947e+07 nChanged 14940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 127106 members 
Entering Unmasked Estep 
Score: -31057176.000000 Penalty: 6196.163574
	Iteration 4F: 3 clusters Score -3.105718e+07 nChanged 17393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143013 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -31068078.000000 Penalty: 6196.163574
	Iteration 5F: 3 clusters Score -3.106808e+07 nChanged 18385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -31079740.000000 Penalty: 6196.163574
	Iteration 6F: 3 clusters Score -3.107974e+07 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -31087864.000000 Penalty: 6196.163574
	Iteration 7F: 3 clusters Score -3.108786e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151452 members 
Mstep: Class 2 contains 114818 members 
Entering Unmasked Estep 
Score: -31092428.000000 Penalty: 6196.163574
	Iteration 8Q: 3 clusters Score -3.109243e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 113944 members 
Entering Unmasked Estep 
Score: -31094540.000000 Penalty: 6196.163574
	Iteration 9Q: 3 clusters Score -3.109454e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152525 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -31095540.000000 Penalty: 6196.163574
	Iteration 10Q: 3 clusters Score -3.109554e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -31096212.000000 Penalty: 6196.163574
	Iteration 11Q: 3 clusters Score -3.109621e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151561 members 
Mstep: Class 2 contains 114709 members 
Entering Unmasked Estep 
Score: -31096496.000000 Penalty: 6196.163574
	Iteration 12Q: 3 clusters Score -3.10965e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150557 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -31097004.000000 Penalty: 6196.163574
	Iteration 13Q: 3 clusters Score -3.1097e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -31097530.000000 Penalty: 6196.163574
	Iteration 14Q: 3 clusters Score -3.109753e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -31097776.000000 Penalty: 6196.163574
	Iteration 15Q: 3 clusters Score -3.109778e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -31097946.000000 Penalty: 6196.163574
	Iteration 16Q: 3 clusters Score -3.109795e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -31098430.000000 Penalty: 6196.163574
	Iteration 17Q: 3 clusters Score -3.109843e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 125909 members 
Entering Unmasked Estep 
Score: -31098848.000000 Penalty: 6196.163574
	Iteration 18Q: 3 clusters Score -3.109885e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136859 members 
Mstep: Class 2 contains 129411 members 
Entering Unmasked Estep 
Score: -31099504.000000 Penalty: 6196.163574
	Iteration 19Q: 3 clusters Score -3.10995e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132777 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -31100174.000000 Penalty: 6196.163574
	Iteration 20F: 3 clusters Score -3.110017e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 138164 members 
Entering Unmasked Estep 
Score: -31101128.000000 Penalty: 6196.163574
	Iteration 21Q: 3 clusters Score -3.110113e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 143544 members 
Entering Unmasked Estep 
Score: -31102374.000000 Penalty: 6196.163574
	Iteration 22Q: 3 clusters Score -3.110237e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -31103804.000000 Penalty: 6196.163574
	Iteration 23Q: 3 clusters Score -3.11038e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -31105632.000000 Penalty: 6196.163574
	Iteration 24Q: 3 clusters Score -3.110563e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -31107624.000000 Penalty: 6196.163574
	Iteration 25Q: 3 clusters Score -3.110762e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -31109850.000000 Penalty: 6196.163574
	Iteration 26Q: 3 clusters Score -3.110985e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -31111848.000000 Penalty: 6196.163574
	Iteration 27Q: 3 clusters Score -3.111185e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 188056 members 
Entering Unmasked Estep 
Score: -31114214.000000 Penalty: 6196.163574
	Iteration 28Q: 3 clusters Score -3.111421e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 196244 members 
Entering Unmasked Estep 
Score: -31116408.000000 Penalty: 6196.163574
	Iteration 29Q: 3 clusters Score -3.111641e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 204254 members 
Entering Unmasked Estep 
Score: -31118582.000000 Penalty: 6196.163574
	Iteration 30Q: 3 clusters Score -3.111858e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 211989 members 
Entering Unmasked Estep 
Score: -31120820.000000 Penalty: 6196.163574
	Iteration 31Q: 3 clusters Score -3.112082e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 219067 members 
Entering Unmasked Estep 
Score: -31122352.000000 Penalty: 6196.163574
	Iteration 32Q: 3 clusters Score -3.112235e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 225479 members 
Entering Unmasked Estep 
Score: -31123904.000000 Penalty: 6196.163574
	Iteration 33Q: 3 clusters Score -3.11239e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 231068 members 
Entering Unmasked Estep 
Score: -31125308.000000 Penalty: 6196.163574
	Iteration 34Q: 3 clusters Score -3.112531e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 235921 members 
Entering Unmasked Estep 
Score: -31126344.000000 Penalty: 6196.163574
	Iteration 35Q: 3 clusters Score -3.112634e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 240098 members 
Entering Unmasked Estep 
Score: -31127216.000000 Penalty: 6196.163574
	Iteration 36Q: 3 clusters Score -3.112722e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 243540 members 
Entering Unmasked Estep 
Score: -31127752.000000 Penalty: 6196.163574
	Iteration 37Q: 3 clusters Score -3.112775e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 246448 members 
Entering Unmasked Estep 
Score: -31128256.000000 Penalty: 6196.163574
	Iteration 38Q: 3 clusters Score -3.112826e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 248819 members 
Entering Unmasked Estep 
Score: -31128680.000000 Penalty: 6196.163574
	Iteration 39Q: 3 clusters Score -3.112868e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 250749 members 
Entering Unmasked Estep 
Score: -31128972.000000 Penalty: 6196.163574
	Iteration 40F: 3 clusters Score -3.112897e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 252296 members 
Entering Unmasked Estep 
Score: -31129106.000000 Penalty: 6196.163574
	Iteration 41Q: 3 clusters Score -3.112911e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 253595 members 
Entering Unmasked Estep 
Score: -31129326.000000 Penalty: 6196.163574
	Iteration 42Q: 3 clusters Score -3.112933e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 254616 members 
Entering Unmasked Estep 
Score: -31129500.000000 Penalty: 6196.163574
	Iteration 43Q: 3 clusters Score -3.11295e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 255416 members 
Entering Unmasked Estep 
Score: -31129724.000000 Penalty: 6196.163574
	Iteration 44Q: 3 clusters Score -3.112972e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 256116 members 
Entering Unmasked Estep 
Score: -31129818.000000 Penalty: 6196.163574
	Iteration 45Q: 3 clusters Score -3.112982e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 256673 members 
Entering Unmasked Estep 
Score: -31129846.000000 Penalty: 6196.163574
	Iteration 46Q: 3 clusters Score -3.112985e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 257163 members 
Entering Unmasked Estep 
Score: -31129940.000000 Penalty: 6196.163574
	Iteration 47Q: 3 clusters Score -3.112994e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 257541 members 
Entering Unmasked Estep 
Score: -31129958.000000 Penalty: 6196.163574
	Iteration 48Q: 3 clusters Score -3.112996e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 257858 members 
Entering Unmasked Estep 
Score: -31130028.000000 Penalty: 6196.163574
	Iteration 49Q: 3 clusters Score -3.113003e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 258109 members 
Entering Unmasked Estep 
Score: -31130004.000000 Penalty: 6196.163574
	Iteration 50Q: 3 clusters Score -3.113e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 258323 members 
Entering Unmasked Estep 
Score: -31129982.000000 Penalty: 6196.163574
	Iteration 51Q: 3 clusters Score -3.112998e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 258517 members 
Entering Unmasked Estep 
Score: -31129988.000000 Penalty: 6196.163574
	Iteration 52Q: 3 clusters Score -3.112999e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 258690 members 
Entering Unmasked Estep 
Score: -31129968.000000 Penalty: 6196.163574
	Iteration 53Q: 3 clusters Score -3.112997e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 258817 members 
Entering Unmasked Estep 
Score: -31129972.000000 Penalty: 6196.163574
	Iteration 54Q: 3 clusters Score -3.112997e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 258926 members 
Entering Unmasked Estep 
Score: -31129978.000000 Penalty: 6196.163574
	Iteration 55Q: 3 clusters Score -3.112998e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 259032 members 
Entering Unmasked Estep 
Score: -31129962.000000 Penalty: 6196.163574
	Iteration 56Q: 3 clusters Score -3.112996e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 259129 members 
Entering Unmasked Estep 
Score: -31129948.000000 Penalty: 6196.163574
	Iteration 57Q: 3 clusters Score -3.112995e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 259221 members 
Entering Unmasked Estep 
Score: -31129934.000000 Penalty: 6196.163574
	Iteration 58Q: 3 clusters Score -3.112993e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 259318 members 
Entering Unmasked Estep 
Score: -31129924.000000 Penalty: 6196.163574
	Iteration 59Q: 3 clusters Score -3.112992e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 259391 members 
Entering Unmasked Estep 
Score: -31129932.000000 Penalty: 6196.163574
	Iteration 60F: 3 clusters Score -3.112993e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 259465 members 
Entering Unmasked Estep 
Score: -31129962.000000 Penalty: 6196.163574
	Iteration 61Q: 3 clusters Score -3.112996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 259513 members 
Entering Unmasked Estep 
Score: -31129944.000000 Penalty: 6196.163574
	Iteration 62Q: 3 clusters Score -3.112994e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 259571 members 
Entering Unmasked Estep 
Score: -31129968.000000 Penalty: 6196.163574
	Iteration 63Q: 3 clusters Score -3.112997e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 259612 members 
Entering Unmasked Estep 
Score: -31129990.000000 Penalty: 6196.163574
	Iteration 64Q: 3 clusters Score -3.112999e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 259647 members 
Entering Unmasked Estep 
Score: -31130010.000000 Penalty: 6196.163574
	Iteration 65Q: 3 clusters Score -3.113001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 259679 members 
Entering Unmasked Estep 
Score: -31130026.000000 Penalty: 6196.163574
	Iteration 66Q: 3 clusters Score -3.113003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 259715 members 
Entering Unmasked Estep 
Score: -31130056.000000 Penalty: 6196.163574
	Iteration 67Q: 3 clusters Score -3.113006e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 259758 members 
Entering Unmasked Estep 
Score: -31130064.000000 Penalty: 6196.163574
	Iteration 68Q: 3 clusters Score -3.113006e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 259795 members 
Entering Unmasked Estep 
Score: -31130054.000000 Penalty: 6196.163574
	Iteration 69Q: 3 clusters Score -3.113005e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 259835 members 
Entering Unmasked Estep 
Score: -31130078.000000 Penalty: 6196.163574
	Iteration 70Q: 3 clusters Score -3.113008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 259872 members 
Entering Unmasked Estep 
Score: -31130040.000000 Penalty: 6196.163574
	Iteration 71Q: 3 clusters Score -3.113004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 259904 members 
Entering Unmasked Estep 
Score: -31130040.000000 Penalty: 6196.163574
	Iteration 72Q: 3 clusters Score -3.113004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 259936 members 
Entering Unmasked Estep 
Score: -31130024.000000 Penalty: 6196.163574
	Iteration 73Q: 3 clusters Score -3.113002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 259958 members 
Entering Unmasked Estep 
Score: -31130038.000000 Penalty: 6196.163574
	Iteration 74Q: 3 clusters Score -3.113004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 259991 members 
Entering Unmasked Estep 
Score: -31130046.000000 Penalty: 6196.163574
	Iteration 75Q: 3 clusters Score -3.113005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 260026 members 
Entering Unmasked Estep 
Score: -31130064.000000 Penalty: 6196.163574
	Iteration 76Q: 3 clusters Score -3.113006e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 260056 members 
Entering Unmasked Estep 
Score: -31130094.000000 Penalty: 6196.163574
	Iteration 77Q: 3 clusters Score -3.113009e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 260089 members 
Entering Unmasked Estep 
Score: -31130082.000000 Penalty: 6196.163574
	Iteration 78Q: 3 clusters Score -3.113008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 260123 members 
Entering Unmasked Estep 
Score: -31130084.000000 Penalty: 6196.163574
	Iteration 79Q: 3 clusters Score -3.113008e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 260146 members 
Entering Unmasked Estep 
Score: -31130092.000000 Penalty: 6196.163574
	Iteration 80F: 3 clusters Score -3.113009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 260176 members 
Entering Unmasked Estep 
Score: -31130092.000000 Penalty: 6196.163574
	Iteration 81Q: 3 clusters Score -3.113009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 260205 members 
Entering Unmasked Estep 
Score: -31130082.000000 Penalty: 6196.163574
	Iteration 82Q: 3 clusters Score -3.113008e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 260236 members 
Entering Unmasked Estep 
Score: -31130112.000000 Penalty: 6196.163574
	Iteration 83Q: 3 clusters Score -3.113011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 260260 members 
Entering Unmasked Estep 
Score: -31130106.000000 Penalty: 6196.163574
	Iteration 84Q: 3 clusters Score -3.113011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 260272 members 
Entering Unmasked Estep 
Score: -31130078.000000 Penalty: 6196.163574
	Iteration 85Q: 3 clusters Score -3.113008e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 260294 members 
Entering Unmasked Estep 
Score: -31130096.000000 Penalty: 6196.163574
	Iteration 86Q: 3 clusters Score -3.11301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 260307 members 
Entering Unmasked Estep 
Score: -31130104.000000 Penalty: 6196.163574
	Iteration 87Q: 3 clusters Score -3.11301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 260320 members 
Entering Unmasked Estep 
Score: -31130102.000000 Penalty: 6196.163574
	Iteration 88Q: 3 clusters Score -3.11301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 260340 members 
Entering Unmasked Estep 
Score: -31130104.000000 Penalty: 6196.163574
	Iteration 89Q: 3 clusters Score -3.11301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 260356 members 
Entering Unmasked Estep 
Score: -31130100.000000 Penalty: 6196.163574
	Iteration 90Q: 3 clusters Score -3.11301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 260375 members 
Entering Unmasked Estep 
Score: -31130110.000000 Penalty: 6196.163574
	Iteration 91Q: 3 clusters Score -3.113011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 260399 members 
Entering Unmasked Estep 
Score: -31130104.000000 Penalty: 6196.163574
	Iteration 92Q: 3 clusters Score -3.11301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 260413 members 
Entering Unmasked Estep 
Score: -31130088.000000 Penalty: 6196.163574
	Iteration 93Q: 3 clusters Score -3.113009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 260437 members 
Entering Unmasked Estep 
Score: -31130092.000000 Penalty: 6196.163574
	Iteration 94Q: 3 clusters Score -3.113009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 260454 members 
Entering Unmasked Estep 
Score: -31130078.000000 Penalty: 6196.163574
	Iteration 95Q: 3 clusters Score -3.113008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 260468 members 
Entering Unmasked Estep 
Score: -31130084.000000 Penalty: 6196.163574
	Iteration 96Q: 3 clusters Score -3.113008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 260482 members 
Entering Unmasked Estep 
Score: -31130100.000000 Penalty: 6196.163574
	Iteration 97Q: 3 clusters Score -3.11301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 260495 members 
Entering Unmasked Estep 
Score: -31130130.000000 Penalty: 6196.163574
	Iteration 98Q: 3 clusters Score -3.113013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 260506 members 
Entering Unmasked Estep 
Score: -31130120.000000 Penalty: 6196.163574
	Iteration 99Q: 3 clusters Score -3.113012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 260513 members 
Entering Unmasked Estep 
Score: -31130106.000000 Penalty: 6196.163574
	Iteration 100F: 3 clusters Score -3.113011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 260518 members 
Entering Unmasked Estep 
Score: -31130106.000000 Penalty: 6196.163574
	Iteration 101Q: 3 clusters Score -3.113011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 260524 members 
Entering Unmasked Estep 
Score: -31130096.000000 Penalty: 6196.163574
	Iteration 102Q: 3 clusters Score -3.11301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 260526 members 
Entering Unmasked Estep 
Score: -31130110.000000 Penalty: 6196.163574
	Iteration 103Q: 3 clusters Score -3.113011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 260527 members 
Entering Unmasked Estep 
Score: -31130100.000000 Penalty: 6196.163574
	Iteration 104Q: 3 clusters Score -3.11301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 260527 members 
Entering Unmasked Estep 
Score: -31130100.000000 Penalty: 6196.163574
	Iteration 105F: 3 clusters Score -3.11301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Entering Unmasked Estep 
Score: -1161119.625000 Penalty: 2306.218262
	Iteration 0F: 2 clusters Score -1161120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1152969.750000 Penalty: 4612.436523
	Iteration 0F: 3 clusters Score -1152970 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1155745.500000 Penalty: 4612.436523
	Iteration 1F: 3 clusters Score -1155746 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1156657.750000 Penalty: 4612.436523
	Iteration 2F: 3 clusters Score -1156658 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1157693.875000 Penalty: 4612.436523
	Iteration 3F: 3 clusters Score -1157694 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1158704.875000 Penalty: 4612.436523
	Iteration 4F: 3 clusters Score -1158705 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1159368.625000 Penalty: 4612.436523
	Iteration 5F: 3 clusters Score -1159369 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1159694.500000 Penalty: 4612.436523
	Iteration 6Q: 3 clusters Score -1159694 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1159881.000000 Penalty: 4612.436523
	Iteration 7Q: 3 clusters Score -1159881 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1159983.250000 Penalty: 4612.436523
	Iteration 8Q: 3 clusters Score -1159983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1160055.375000 Penalty: 4612.436523
	Iteration 9Q: 3 clusters Score -1160055 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1160089.625000 Penalty: 4612.436523
	Iteration 10Q: 3 clusters Score -1160090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1160109.000000 Penalty: 4612.436523
	Iteration 11Q: 3 clusters Score -1160109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1160118.250000 Penalty: 4612.436523
	Iteration 12Q: 3 clusters Score -1160118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1160127.625000 Penalty: 4612.436523
	Iteration 13Q: 3 clusters Score -1160128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1160130.250000 Penalty: 4612.436523
	Iteration 14Q: 3 clusters Score -1160130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1160138.000000 Penalty: 4612.436523
	Iteration 15Q: 3 clusters Score -1160138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1160139.250000 Penalty: 4612.436523
	Iteration 16Q: 3 clusters Score -1160139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1160143.375000 Penalty: 4612.436523
	Iteration 17Q: 3 clusters Score -1160143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1160150.875000 Penalty: 4612.436523
	Iteration 18Q: 3 clusters Score -1160151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1160155.750000 Penalty: 4612.436523
	Iteration 19Q: 3 clusters Score -1160156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1160161.125000 Penalty: 4612.436523
	Iteration 20F: 3 clusters Score -1160161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1160166.125000 Penalty: 4612.436523
	Iteration 21Q: 3 clusters Score -1160166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1160171.875000 Penalty: 4612.436523
	Iteration 22Q: 3 clusters Score -1160172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1160177.375000 Penalty: 4612.436523
	Iteration 23Q: 3 clusters Score -1160177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1160186.750000 Penalty: 4612.436523
	Iteration 24Q: 3 clusters Score -1160187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1160194.875000 Penalty: 4612.436523
	Iteration 25Q: 3 clusters Score -1160195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1160202.000000 Penalty: 4612.436523
	Iteration 26Q: 3 clusters Score -1160202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1160207.125000 Penalty: 4612.436523
	Iteration 27Q: 3 clusters Score -1160207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1160224.500000 Penalty: 4612.436523
	Iteration 28Q: 3 clusters Score -1160224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1160234.750000 Penalty: 4612.436523
	Iteration 29Q: 3 clusters Score -1160235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1160242.375000 Penalty: 4612.436523
	Iteration 30Q: 3 clusters Score -1160242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1160249.000000 Penalty: 4612.436523
	Iteration 31Q: 3 clusters Score -1160249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1160261.625000 Penalty: 4612.436523
	Iteration 32Q: 3 clusters Score -1160262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1160266.500000 Penalty: 4612.436523
	Iteration 33Q: 3 clusters Score -1160266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1160276.500000 Penalty: 4612.436523
	Iteration 34Q: 3 clusters Score -1160276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1160284.000000 Penalty: 4612.436523
	Iteration 35Q: 3 clusters Score -1160284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1160294.625000 Penalty: 4612.436523
	Iteration 36Q: 3 clusters Score -1160295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1160302.625000 Penalty: 4612.436523
	Iteration 37Q: 3 clusters Score -1160303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1160306.250000 Penalty: 4612.436523
	Iteration 38Q: 3 clusters Score -1160306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1160311.125000 Penalty: 4612.436523
	Iteration 39Q: 3 clusters Score -1160311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1160318.750000 Penalty: 4612.436523
	Iteration 40F: 3 clusters Score -1160319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1160326.375000 Penalty: 4612.436523
	Iteration 41Q: 3 clusters Score -1160326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1160325.125000 Penalty: 4612.436523
	Iteration 42Q: 3 clusters Score -1160325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1160327.750000 Penalty: 4612.436523
	Iteration 43Q: 3 clusters Score -1160328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1160327.375000 Penalty: 4612.436523
	Iteration 44Q: 3 clusters Score -1160327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1160328.000000 Penalty: 4612.436523
	Iteration 45Q: 3 clusters Score -1160328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1160330.875000 Penalty: 4612.436523
	Iteration 46Q: 3 clusters Score -1160331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1160331.125000 Penalty: 4612.436523
	Iteration 47Q: 3 clusters Score -1160331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1160331.250000 Penalty: 4612.436523
	Iteration 48Q: 3 clusters Score -1160331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1160333.750000 Penalty: 4612.436523
	Iteration 49Q: 3 clusters Score -1160334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1160334.375000 Penalty: 4612.436523
	Iteration 50Q: 3 clusters Score -1160334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1160336.500000 Penalty: 4612.436523
	Iteration 51Q: 3 clusters Score -1160336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1160340.625000 Penalty: 4612.436523
	Iteration 52Q: 3 clusters Score -1160341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1160344.875000 Penalty: 4612.436523
	Iteration 53Q: 3 clusters Score -1160345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1160344.125000 Penalty: 4612.436523
	Iteration 54Q: 3 clusters Score -1160344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1160344.375000 Penalty: 4612.436523
	Iteration 55Q: 3 clusters Score -1160344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1160345.125000 Penalty: 4612.436523
	Iteration 56Q: 3 clusters Score -1160345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1160345.750000 Penalty: 4612.436523
	Iteration 57Q: 3 clusters Score -1160346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1160348.375000 Penalty: 4612.436523
	Iteration 58Q: 3 clusters Score -1160348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1160349.125000 Penalty: 4612.436523
	Iteration 59Q: 3 clusters Score -1160349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1160348.875000 Penalty: 4612.436523
	Iteration 60F: 3 clusters Score -1160349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1160350.500000 Penalty: 4612.436523
	Iteration 61Q: 3 clusters Score -1160350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1160350.250000 Penalty: 4612.436523
	Iteration 62Q: 3 clusters Score -1160350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1160350.500000 Penalty: 4612.436523
	Iteration 63Q: 3 clusters Score -1160350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1160350.750000 Penalty: 4612.436523
	Iteration 64Q: 3 clusters Score -1160351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1160348.750000 Penalty: 4612.436523
	Iteration 65Q: 3 clusters Score -1160349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1160348.750000 Penalty: 4612.436523
	Iteration 66F: 3 clusters Score -1160349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Entering Unmasked Estep 
Score: -3459639.750000 Penalty: 2558.850586
	Iteration 0F: 2 clusters Score -3459640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3439021.500000 Penalty: 5117.701172
	Iteration 0F: 3 clusters Score -3439022 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3446326.750000 Penalty: 5117.701172
	Iteration 1F: 3 clusters Score -3446327 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3446823.750000 Penalty: 5117.701172
	Iteration 2Q: 3 clusters Score -3446824 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3447309.500000 Penalty: 5117.701172
	Iteration 3Q: 3 clusters Score -3447310 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3447888.750000 Penalty: 5117.701172
	Iteration 4Q: 3 clusters Score -3447889 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3448712.750000 Penalty: 5117.701172
	Iteration 5Q: 3 clusters Score -3448713 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3449843.250000 Penalty: 5117.701172
	Iteration 6F: 3 clusters Score -3449843 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3451137.000000 Penalty: 5117.701172
	Iteration 7F: 3 clusters Score -3451137 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3452588.500000 Penalty: 5117.701172
	Iteration 8F: 3 clusters Score -3452588 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3453885.250000 Penalty: 5117.701172
	Iteration 9F: 3 clusters Score -3453885 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3455014.500000 Penalty: 5117.701172
	Iteration 10F: 3 clusters Score -3455014 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3456028.500000 Penalty: 5117.701172
	Iteration 11F: 3 clusters Score -3456028 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3456905.500000 Penalty: 5117.701172
	Iteration 12Q: 3 clusters Score -3456906 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3457722.500000 Penalty: 5117.701172
	Iteration 13Q: 3 clusters Score -3457722 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3458336.000000 Penalty: 5117.701172
	Iteration 14Q: 3 clusters Score -3458336 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3458862.250000 Penalty: 5117.701172
	Iteration 15Q: 3 clusters Score -3458862 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3459336.250000 Penalty: 5117.701172
	Iteration 16Q: 3 clusters Score -3459336 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3459784.000000 Penalty: 5117.701172
	Iteration 17Q: 3 clusters Score -3459784 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3460196.250000 Penalty: 5117.701172
	Iteration 18Q: 3 clusters Score -3460196 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3460548.500000 Penalty: 5117.701172
	Iteration 19Q: 3 clusters Score -3460548 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3460889.250000 Penalty: 5117.701172
	Iteration 20F: 3 clusters Score -3460889 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3461209.250000 Penalty: 5117.701172
	Iteration 21Q: 3 clusters Score -3461209 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3461461.000000 Penalty: 5117.701172
	Iteration 22Q: 3 clusters Score -3461461 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3461675.250000 Penalty: 5117.701172
	Iteration 23Q: 3 clusters Score -3461675 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3461773.250000 Penalty: 5117.701172
	Iteration 24Q: 3 clusters Score -3461773 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3461866.250000 Penalty: 5117.701172
	Iteration 25Q: 3 clusters Score -3461866 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3461906.000000 Penalty: 5117.701172
	Iteration 26Q: 3 clusters Score -3461906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3461937.000000 Penalty: 5117.701172
	Iteration 27Q: 3 clusters Score -3461937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3461961.000000 Penalty: 5117.701172
	Iteration 28Q: 3 clusters Score -3461961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3461966.250000 Penalty: 5117.701172
	Iteration 29Q: 3 clusters Score -3461966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3461973.500000 Penalty: 5117.701172
	Iteration 30Q: 3 clusters Score -3461974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3461990.750000 Penalty: 5117.701172
	Iteration 31Q: 3 clusters Score -3461991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3461992.000000 Penalty: 5117.701172
	Iteration 32Q: 3 clusters Score -3461992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3461996.500000 Penalty: 5117.701172
	Iteration 33Q: 3 clusters Score -3461996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3462002.250000 Penalty: 5117.701172
	Iteration 34Q: 3 clusters Score -3462002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3462005.750000 Penalty: 5117.701172
	Iteration 35Q: 3 clusters Score -3462006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3462004.500000 Penalty: 5117.701172
	Iteration 36Q: 3 clusters Score -3462004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3462009.000000 Penalty: 5117.701172
	Iteration 37Q: 3 clusters Score -3462009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3462009.250000 Penalty: 5117.701172
	Iteration 38Q: 3 clusters Score -3462009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3461999.250000 Penalty: 5117.701172
	Iteration 39Q: 3 clusters Score -3461999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3462002.750000 Penalty: 5117.701172
	Iteration 40F: 3 clusters Score -3462003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3462002.500000 Penalty: 5117.701172
	Iteration 41Q: 3 clusters Score -3462002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3462001.500000 Penalty: 5117.701172
	Iteration 42Q: 3 clusters Score -3462002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3462000.750000 Penalty: 5117.701172
	Iteration 43Q: 3 clusters Score -3462001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3462000.000000 Penalty: 5117.701172
	Iteration 44Q: 3 clusters Score -3462000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3462001.500000 Penalty: 5117.701172
	Iteration 45Q: 3 clusters Score -3462002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3462001.250000 Penalty: 5117.701172
	Iteration 46Q: 3 clusters Score -3462001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3462005.000000 Penalty: 5117.701172
	Iteration 47Q: 3 clusters Score -3462005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3462005.000000 Penalty: 5117.701172
	Iteration 48F: 3 clusters Score -3462005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 48549 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Entering Unmasked Estep 
Score: -211879776.000000 Penalty: 161689.031250
Splitting cluster 14 changes total score from -211770528.000000 to -211879776.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (48549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Entering Unmasked Estep 
Score: -5419147.000000 Penalty: 2676.001465
	Iteration 0F: 2 clusters Score -5419147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5386414.500000 Penalty: 5352.002930
	Iteration 0F: 3 clusters Score -5386414 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -5399055.500000 Penalty: 5352.002930
	Iteration 1F: 3 clusters Score -5399056 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5400546.500000 Penalty: 5352.002930
	Iteration 2F: 3 clusters Score -5400546 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5404277.500000 Penalty: 5352.002930
	Iteration 3F: 3 clusters Score -5404278 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5412473.000000 Penalty: 5352.002930
	Iteration 4F: 3 clusters Score -5412473 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5421662.500000 Penalty: 5352.002930
	Iteration 5F: 3 clusters Score -5421662 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5428569.000000 Penalty: 5352.002930
	Iteration 6F: 3 clusters Score -5428569 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5431404.000000 Penalty: 5352.002930
	Iteration 7F: 3 clusters Score -5431404 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5432001.000000 Penalty: 5352.002930
	Iteration 8Q: 3 clusters Score -5432001 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5432150.500000 Penalty: 5352.002930
	Iteration 9Q: 3 clusters Score -5432150 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -5432196.000000 Penalty: 5352.002930
	Iteration 10Q: 3 clusters Score -5432196 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5432214.000000 Penalty: 5352.002930
	Iteration 11Q: 3 clusters Score -5432214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5432228.000000 Penalty: 5352.002930
	Iteration 12Q: 3 clusters Score -5432228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -5432225.500000 Penalty: 5352.002930
	Iteration 13Q: 3 clusters Score -5432226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5432237.500000 Penalty: 5352.002930
	Iteration 14Q: 3 clusters Score -5432238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5432241.000000 Penalty: 5352.002930
	Iteration 15Q: 3 clusters Score -5432241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5432239.000000 Penalty: 5352.002930
	Iteration 16Q: 3 clusters Score -5432239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5432223.500000 Penalty: 5352.002930
	Iteration 17Q: 3 clusters Score -5432224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5432233.000000 Penalty: 5352.002930
	Iteration 18Q: 3 clusters Score -5432233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5432227.500000 Penalty: 5352.002930
	Iteration 19Q: 3 clusters Score -5432228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5432232.500000 Penalty: 5352.002930
	Iteration 20F: 3 clusters Score -5432232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5432228.000000 Penalty: 5352.002930
	Iteration 21Q: 3 clusters Score -5432228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5432230.500000 Penalty: 5352.002930
	Iteration 22Q: 3 clusters Score -5432230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5432228.500000 Penalty: 5352.002930
	Iteration 23Q: 3 clusters Score -5432228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -5432233.000000 Penalty: 5352.002930
	Iteration 24Q: 3 clusters Score -5432233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -5432223.500000 Penalty: 5352.002930
	Iteration 25Q: 3 clusters Score -5432224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -5432223.500000 Penalty: 5352.002930
	Iteration 26F: 3 clusters Score -5432224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 16366 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Entering Unmasked Estep 
Score: -211888432.000000 Penalty: 165282.109375
Splitting cluster 15 changes total score from -211770528.000000 to -211888432.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 16 (16366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Entering Unmasked Estep 
Score: -1651984.500000 Penalty: 2406.334229
	Iteration 0F: 2 clusters Score -1651984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1640348.375000 Penalty: 4812.668457
	Iteration 0F: 3 clusters Score -1640348 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1645094.375000 Penalty: 4812.668457
	Iteration 1F: 3 clusters Score -1645094 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1646629.750000 Penalty: 4812.668457
	Iteration 2F: 3 clusters Score -1646630 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1648134.500000 Penalty: 4812.668457
	Iteration 3F: 3 clusters Score -1648134 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1649266.375000 Penalty: 4812.668457
	Iteration 4F: 3 clusters Score -1649266 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1649966.375000 Penalty: 4812.668457
	Iteration 5F: 3 clusters Score -1649966 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1650391.500000 Penalty: 4812.668457
	Iteration 6Q: 3 clusters Score -1650392 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1650695.625000 Penalty: 4812.668457
	Iteration 7Q: 3 clusters Score -1650696 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1650956.625000 Penalty: 4812.668457
	Iteration 8Q: 3 clusters Score -1650957 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1651203.125000 Penalty: 4812.668457
	Iteration 9Q: 3 clusters Score -1651203 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1651462.500000 Penalty: 4812.668457
	Iteration 10Q: 3 clusters Score -1651462 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1651695.625000 Penalty: 4812.668457
	Iteration 11Q: 3 clusters Score -1651696 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1651945.250000 Penalty: 4812.668457
	Iteration 12Q: 3 clusters Score -1651945 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1652283.250000 Penalty: 4812.668457
	Iteration 13Q: 3 clusters Score -1652283 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1652762.125000 Penalty: 4812.668457
	Iteration 14Q: 3 clusters Score -1652762 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1653478.625000 Penalty: 4812.668457
	Iteration 15Q: 3 clusters Score -1653479 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1654198.375000 Penalty: 4812.668457
	Iteration 16Q: 3 clusters Score -1654198 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1654776.625000 Penalty: 4812.668457
	Iteration 17Q: 3 clusters Score -1654777 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1655315.500000 Penalty: 4812.668457
	Iteration 18Q: 3 clusters Score -1655316 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1655758.500000 Penalty: 4812.668457
	Iteration 19Q: 3 clusters Score -1655758 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1656169.125000 Penalty: 4812.668457
	Iteration 20F: 3 clusters Score -1656169 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1656560.250000 Penalty: 4812.668457
	Iteration 21Q: 3 clusters Score -1656560 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1656920.500000 Penalty: 4812.668457
	Iteration 22Q: 3 clusters Score -1656920 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1657213.500000 Penalty: 4812.668457
	Iteration 23Q: 3 clusters Score -1657214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1657378.500000 Penalty: 4812.668457
	Iteration 24Q: 3 clusters Score -1657378 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1657459.250000 Penalty: 4812.668457
	Iteration 25Q: 3 clusters Score -1657459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1657488.500000 Penalty: 4812.668457
	Iteration 26Q: 3 clusters Score -1657488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1657499.125000 Penalty: 4812.668457
	Iteration 27Q: 3 clusters Score -1657499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1657502.000000 Penalty: 4812.668457
	Iteration 28Q: 3 clusters Score -1657502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1657509.625000 Penalty: 4812.668457
	Iteration 29Q: 3 clusters Score -1657510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1657511.250000 Penalty: 4812.668457
	Iteration 30Q: 3 clusters Score -1657511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1657512.125000 Penalty: 4812.668457
	Iteration 31Q: 3 clusters Score -1657512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1657514.500000 Penalty: 4812.668457
	Iteration 32Q: 3 clusters Score -1657514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1657512.750000 Penalty: 4812.668457
	Iteration 33Q: 3 clusters Score -1657513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1657516.500000 Penalty: 4812.668457
	Iteration 34Q: 3 clusters Score -1657516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1657514.250000 Penalty: 4812.668457
	Iteration 35Q: 3 clusters Score -1657514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1657519.750000 Penalty: 4812.668457
	Iteration 36Q: 3 clusters Score -1657520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1657518.750000 Penalty: 4812.668457
	Iteration 37Q: 3 clusters Score -1657519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1657520.125000 Penalty: 4812.668457
	Iteration 38Q: 3 clusters Score -1657520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1657518.750000 Penalty: 4812.668457
	Iteration 39Q: 3 clusters Score -1657519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1657517.625000 Penalty: 4812.668457
	Iteration 40F: 3 clusters Score -1657518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1657522.125000 Penalty: 4812.668457
	Iteration 41Q: 3 clusters Score -1657522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1657520.875000 Penalty: 4812.668457
	Iteration 42Q: 3 clusters Score -1657521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1657524.750000 Penalty: 4812.668457
	Iteration 43Q: 3 clusters Score -1657525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1657525.375000 Penalty: 4812.668457
	Iteration 44Q: 3 clusters Score -1657525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1657525.375000 Penalty: 4812.668457
	Iteration 45F: 3 clusters Score -1657525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 147336 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Entering Unmasked Estep 
Score: -211892608.000000 Penalty: 168875.203125
Splitting cluster 16 changes total score from -211770528.000000 to -211892608.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 17 (147336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147336 members 
Entering Unmasked Estep 
Score: -16981664.000000 Penalty: 2951.316650
	Iteration 0F: 2 clusters Score -1.698166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -16883154.000000 Penalty: 5902.633301
	Iteration 0F: 3 clusters Score -1.688315e+07 nChanged 70384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -16924006.000000 Penalty: 5902.633301
	Iteration 1F: 3 clusters Score -1.692401e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -16924988.000000 Penalty: 5902.633301
	Iteration 2Q: 3 clusters Score -1.692499e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -16926952.000000 Penalty: 5902.633301
	Iteration 3Q: 3 clusters Score -1.692695e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -16929708.000000 Penalty: 5902.633301
	Iteration 4Q: 3 clusters Score -1.692971e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -16934436.000000 Penalty: 5902.633301
	Iteration 5F: 3 clusters Score -1.693444e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -16942262.000000 Penalty: 5902.633301
	Iteration 6F: 3 clusters Score -1.694226e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -16952700.000000 Penalty: 5902.633301
	Iteration 7F: 3 clusters Score -1.69527e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -16963396.000000 Penalty: 5902.633301
	Iteration 8F: 3 clusters Score -1.69634e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107320 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -16969828.000000 Penalty: 5902.633301
	Iteration 9F: 3 clusters Score -1.696983e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -16972790.000000 Penalty: 5902.633301
	Iteration 10Q: 3 clusters Score -1.697279e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -16974428.000000 Penalty: 5902.633301
	Iteration 11Q: 3 clusters Score -1.697443e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -16976018.000000 Penalty: 5902.633301
	Iteration 12Q: 3 clusters Score -1.697602e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109674 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -16977964.000000 Penalty: 5902.633301
	Iteration 13Q: 3 clusters Score -1.697796e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -16980294.000000 Penalty: 5902.633301
	Iteration 14Q: 3 clusters Score -1.698029e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112475 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -16983680.000000 Penalty: 5902.633301
	Iteration 15Q: 3 clusters Score -1.698368e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -16987638.000000 Penalty: 5902.633301
	Iteration 16Q: 3 clusters Score -1.698764e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -16989880.000000 Penalty: 5902.633301
	Iteration 17Q: 3 clusters Score -1.698988e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116598 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -16990582.000000 Penalty: 5902.633301
	Iteration 18Q: 3 clusters Score -1.699058e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -16990768.000000 Penalty: 5902.633301
	Iteration 19Q: 3 clusters Score -1.699077e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -16990882.000000 Penalty: 5902.633301
	Iteration 20F: 3 clusters Score -1.699088e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117798 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -16990898.000000 Penalty: 5902.633301
	Iteration 21Q: 3 clusters Score -1.69909e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -16990944.000000 Penalty: 5902.633301
	Iteration 22Q: 3 clusters Score -1.699094e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -16990978.000000 Penalty: 5902.633301
	Iteration 23Q: 3 clusters Score -1.699098e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118219 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -16991000.000000 Penalty: 5902.633301
	Iteration 24Q: 3 clusters Score -1.6991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -16990998.000000 Penalty: 5902.633301
	Iteration 25Q: 3 clusters Score -1.6991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -16991004.000000 Penalty: 5902.633301
	Iteration 26Q: 3 clusters Score -1.6991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118403 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -16990994.000000 Penalty: 5902.633301
	Iteration 27Q: 3 clusters Score -1.699099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -16991014.000000 Penalty: 5902.633301
	Iteration 28Q: 3 clusters Score -1.699101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -16991012.000000 Penalty: 5902.633301
	Iteration 29Q: 3 clusters Score -1.699101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -16991004.000000 Penalty: 5902.633301
	Iteration 30Q: 3 clusters Score -1.6991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118483 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -16990996.000000 Penalty: 5902.633301
	Iteration 31Q: 3 clusters Score -1.6991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -16990996.000000 Penalty: 5902.633301
	Iteration 32Q: 3 clusters Score -1.6991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -16990994.000000 Penalty: 5902.633301
	Iteration 33Q: 3 clusters Score -1.699099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -16990994.000000 Penalty: 5902.633301
	Iteration 34F: 3 clusters Score -1.699099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 41319 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Entering Unmasked Estep 
Score: -211898992.000000 Penalty: 172468.296875
Splitting cluster 17 changes total score from -211770528.000000 to -211898992.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 18 (21535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Entering Unmasked Estep 
Score: -2433302.750000 Penalty: 2474.403809
	Iteration 0F: 2 clusters Score -2433303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2418406.500000 Penalty: 4948.807617
	Iteration 0F: 3 clusters Score -2418406 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2423376.750000 Penalty: 4948.807617
	Iteration 1F: 3 clusters Score -2423377 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2424004.750000 Penalty: 4948.807617
	Iteration 2F: 3 clusters Score -2424005 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2424997.750000 Penalty: 4948.807617
	Iteration 3F: 3 clusters Score -2424998 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2426632.500000 Penalty: 4948.807617
	Iteration 4F: 3 clusters Score -2426632 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2428718.000000 Penalty: 4948.807617
	Iteration 5F: 3 clusters Score -2428718 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2430609.750000 Penalty: 4948.807617
	Iteration 6F: 3 clusters Score -2430610 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2431699.000000 Penalty: 4948.807617
	Iteration 7F: 3 clusters Score -2431699 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2432266.250000 Penalty: 4948.807617
	Iteration 8Q: 3 clusters Score -2432266 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2432493.750000 Penalty: 4948.807617
	Iteration 9Q: 3 clusters Score -2432494 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2432617.500000 Penalty: 4948.807617
	Iteration 10Q: 3 clusters Score -2432618 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2432682.750000 Penalty: 4948.807617
	Iteration 11Q: 3 clusters Score -2432683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2432714.250000 Penalty: 4948.807617
	Iteration 12Q: 3 clusters Score -2432714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2432724.500000 Penalty: 4948.807617
	Iteration 13Q: 3 clusters Score -2432724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2432746.500000 Penalty: 4948.807617
	Iteration 14Q: 3 clusters Score -2432746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2432753.250000 Penalty: 4948.807617
	Iteration 15Q: 3 clusters Score -2432753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2432759.500000 Penalty: 4948.807617
	Iteration 16Q: 3 clusters Score -2432760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2432760.500000 Penalty: 4948.807617
	Iteration 17Q: 3 clusters Score -2432760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2432763.250000 Penalty: 4948.807617
	Iteration 18Q: 3 clusters Score -2432763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2432769.250000 Penalty: 4948.807617
	Iteration 19Q: 3 clusters Score -2432769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2432769.750000 Penalty: 4948.807617
	Iteration 20F: 3 clusters Score -2432770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2432770.750000 Penalty: 4948.807617
	Iteration 21Q: 3 clusters Score -2432771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2432776.500000 Penalty: 4948.807617
	Iteration 22Q: 3 clusters Score -2432776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2432776.000000 Penalty: 4948.807617
	Iteration 23Q: 3 clusters Score -2432776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2432775.500000 Penalty: 4948.807617
	Iteration 24Q: 3 clusters Score -2432776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2432776.250000 Penalty: 4948.807617
	Iteration 25Q: 3 clusters Score -2432776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2432773.500000 Penalty: 4948.807617
	Iteration 26Q: 3 clusters Score -2432774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2432775.500000 Penalty: 4948.807617
	Iteration 27Q: 3 clusters Score -2432776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2432777.000000 Penalty: 4948.807617
	Iteration 28Q: 3 clusters Score -2432777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2432775.250000 Penalty: 4948.807617
	Iteration 29Q: 3 clusters Score -2432775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2432781.250000 Penalty: 4948.807617
	Iteration 30Q: 3 clusters Score -2432781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2432777.000000 Penalty: 4948.807617
	Iteration 31Q: 3 clusters Score -2432777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2432777.750000 Penalty: 4948.807617
	Iteration 32Q: 3 clusters Score -2432778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2432777.000000 Penalty: 4948.807617
	Iteration 33Q: 3 clusters Score -2432777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2432780.250000 Penalty: 4948.807617
	Iteration 34Q: 3 clusters Score -2432780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2432781.500000 Penalty: 4948.807617
	Iteration 35Q: 3 clusters Score -2432782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2432781.750000 Penalty: 4948.807617
	Iteration 36Q: 3 clusters Score -2432782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2432779.500000 Penalty: 4948.807617
	Iteration 37Q: 3 clusters Score -2432780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2432780.500000 Penalty: 4948.807617
	Iteration 38Q: 3 clusters Score -2432780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2432779.750000 Penalty: 4948.807617
	Iteration 39Q: 3 clusters Score -2432780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2432783.000000 Penalty: 4948.807617
	Iteration 40F: 3 clusters Score -2432783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2432783.500000 Penalty: 4948.807617
	Iteration 41Q: 3 clusters Score -2432784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2432785.500000 Penalty: 4948.807617
	Iteration 42Q: 3 clusters Score -2432786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2432785.500000 Penalty: 4948.807617
	Iteration 43Q: 3 clusters Score -2432786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2432784.000000 Penalty: 4948.807617
	Iteration 44Q: 3 clusters Score -2432784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2432784.250000 Penalty: 4948.807617
	Iteration 45Q: 3 clusters Score -2432784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2432784.500000 Penalty: 4948.807617
	Iteration 46Q: 3 clusters Score -2432784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2432784.500000 Penalty: 4948.807617
	Iteration 47F: 3 clusters Score -2432784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Entering Unmasked Estep 
Score: -4054679.000000 Penalty: 2636.011230
	Iteration 0F: 2 clusters Score -4054679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4026773.750000 Penalty: 5272.022461
	Iteration 0F: 3 clusters Score -4026774 nChanged 18956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4040376.750000 Penalty: 5272.022461
	Iteration 1F: 3 clusters Score -4040377 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4046198.250000 Penalty: 5272.022461
	Iteration 2F: 3 clusters Score -4046198 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4052366.250000 Penalty: 5272.022461
	Iteration 3F: 3 clusters Score -4052366 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4056304.500000 Penalty: 5272.022461
	Iteration 4F: 3 clusters Score -4056304 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -4058349.500000 Penalty: 5272.022461
	Iteration 5F: 3 clusters Score -4058350 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4059436.000000 Penalty: 5272.022461
	Iteration 6Q: 3 clusters Score -4059436 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -4059996.000000 Penalty: 5272.022461
	Iteration 7Q: 3 clusters Score -4059996 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4060249.750000 Penalty: 5272.022461
	Iteration 8Q: 3 clusters Score -4060250 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4060369.500000 Penalty: 5272.022461
	Iteration 9Q: 3 clusters Score -4060370 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4060451.250000 Penalty: 5272.022461
	Iteration 10Q: 3 clusters Score -4060451 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4060502.500000 Penalty: 5272.022461
	Iteration 11Q: 3 clusters Score -4060502 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4060546.750000 Penalty: 5272.022461
	Iteration 12Q: 3 clusters Score -4060547 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4060561.750000 Penalty: 5272.022461
	Iteration 13Q: 3 clusters Score -4060562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4060578.250000 Penalty: 5272.022461
	Iteration 14Q: 3 clusters Score -4060578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4060575.000000 Penalty: 5272.022461
	Iteration 15Q: 3 clusters Score -4060575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4060560.750000 Penalty: 5272.022461
	Iteration 16Q: 3 clusters Score -4060561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4060584.500000 Penalty: 5272.022461
	Iteration 17Q: 3 clusters Score -4060584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4060580.000000 Penalty: 5272.022461
	Iteration 18Q: 3 clusters Score -4060580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4060588.500000 Penalty: 5272.022461
	Iteration 19Q: 3 clusters Score -4060588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4060591.000000 Penalty: 5272.022461
	Iteration 20F: 3 clusters Score -4060591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4060602.750000 Penalty: 5272.022461
	Iteration 21Q: 3 clusters Score -4060603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4060600.500000 Penalty: 5272.022461
	Iteration 22Q: 3 clusters Score -4060600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4060591.000000 Penalty: 5272.022461
	Iteration 23Q: 3 clusters Score -4060591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4060599.000000 Penalty: 5272.022461
	Iteration 24Q: 3 clusters Score -4060599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4060604.750000 Penalty: 5272.022461
	Iteration 25Q: 3 clusters Score -4060605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4060609.000000 Penalty: 5272.022461
	Iteration 26Q: 3 clusters Score -4060609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4060604.000000 Penalty: 5272.022461
	Iteration 27Q: 3 clusters Score -4060604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4060599.500000 Penalty: 5272.022461
	Iteration 28Q: 3 clusters Score -4060600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4060617.750000 Penalty: 5272.022461
	Iteration 29Q: 3 clusters Score -4060618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4060620.500000 Penalty: 5272.022461
	Iteration 30Q: 3 clusters Score -4060620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4060620.500000 Penalty: 5272.022461
	Iteration 31Q: 3 clusters Score -4060620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4060611.500000 Penalty: 5272.022461
	Iteration 32Q: 3 clusters Score -4060612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4060620.750000 Penalty: 5272.022461
	Iteration 33Q: 3 clusters Score -4060621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4060627.500000 Penalty: 5272.022461
	Iteration 34Q: 3 clusters Score -4060628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4060629.250000 Penalty: 5272.022461
	Iteration 35Q: 3 clusters Score -4060629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4060620.750000 Penalty: 5272.022461
	Iteration 36Q: 3 clusters Score -4060621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4060623.000000 Penalty: 5272.022461
	Iteration 37Q: 3 clusters Score -4060623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4060622.250000 Penalty: 5272.022461
	Iteration 38Q: 3 clusters Score -4060622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4060618.500000 Penalty: 5272.022461
	Iteration 39Q: 3 clusters Score -4060618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4060614.750000 Penalty: 5272.022461
	Iteration 40F: 3 clusters Score -4060615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4060615.750000 Penalty: 5272.022461
	Iteration 41Q: 3 clusters Score -4060616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4060616.500000 Penalty: 5272.022461
	Iteration 42Q: 3 clusters Score -4060616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4060615.250000 Penalty: 5272.022461
	Iteration 43Q: 3 clusters Score -4060615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4060617.250000 Penalty: 5272.022461
	Iteration 44Q: 3 clusters Score -4060617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4060621.000000 Penalty: 5272.022461
	Iteration 45Q: 3 clusters Score -4060621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4060618.250000 Penalty: 5272.022461
	Iteration 46Q: 3 clusters Score -4060618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4060616.750000 Penalty: 5272.022461
	Iteration 47Q: 3 clusters Score -4060617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4060620.500000 Penalty: 5272.022461
	Iteration 48Q: 3 clusters Score -4060620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4060619.250000 Penalty: 5272.022461
	Iteration 49Q: 3 clusters Score -4060619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4060619.000000 Penalty: 5272.022461
	Iteration 50Q: 3 clusters Score -4060619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4060620.750000 Penalty: 5272.022461
	Iteration 51Q: 3 clusters Score -4060621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4060620.750000 Penalty: 5272.022461
	Iteration 52Q: 3 clusters Score -4060621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4060623.250000 Penalty: 5272.022461
	Iteration 53Q: 3 clusters Score -4060623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4060627.500000 Penalty: 5272.022461
	Iteration 54Q: 3 clusters Score -4060628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4060630.750000 Penalty: 5272.022461
	Iteration 55Q: 3 clusters Score -4060631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4060636.750000 Penalty: 5272.022461
	Iteration 56Q: 3 clusters Score -4060637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4060639.250000 Penalty: 5272.022461
	Iteration 57Q: 3 clusters Score -4060639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4060639.250000 Penalty: 5272.022461
	Iteration 58F: 3 clusters Score -4060639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Entering Unmasked Estep 
Score: -211903536.000000 Penalty: 176061.390625
Splitting cluster 19 changes total score from -211770528.000000 to -211903536.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (12940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Entering Unmasked Estep 
Score: -1475635.125000 Penalty: 2348.083496
	Iteration 0F: 2 clusters Score -1475635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1466124.125000 Penalty: 4696.166992
	Iteration 0F: 3 clusters Score -1466124 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1469175.500000 Penalty: 4696.166992
	Iteration 1F: 3 clusters Score -1469176 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1469806.375000 Penalty: 4696.166992
	Iteration 2F: 3 clusters Score -1469806 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1470508.750000 Penalty: 4696.166992
	Iteration 3F: 3 clusters Score -1470509 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1471545.750000 Penalty: 4696.166992
	Iteration 4F: 3 clusters Score -1471546 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1473137.750000 Penalty: 4696.166992
	Iteration 5F: 3 clusters Score -1473138 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1474984.250000 Penalty: 4696.166992
	Iteration 6F: 3 clusters Score -1474984 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1476723.750000 Penalty: 4696.166992
	Iteration 7F: 3 clusters Score -1476724 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1477507.250000 Penalty: 4696.166992
	Iteration 8F: 3 clusters Score -1477507 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1477811.875000 Penalty: 4696.166992
	Iteration 9Q: 3 clusters Score -1477812 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1477986.750000 Penalty: 4696.166992
	Iteration 10Q: 3 clusters Score -1477987 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1478156.125000 Penalty: 4696.166992
	Iteration 11Q: 3 clusters Score -1478156 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1478278.875000 Penalty: 4696.166992
	Iteration 12Q: 3 clusters Score -1478279 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1478364.500000 Penalty: 4696.166992
	Iteration 13Q: 3 clusters Score -1478364 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1478432.000000 Penalty: 4696.166992
	Iteration 14Q: 3 clusters Score -1478432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1478479.250000 Penalty: 4696.166992
	Iteration 15Q: 3 clusters Score -1478479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1478509.125000 Penalty: 4696.166992
	Iteration 16Q: 3 clusters Score -1478509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1478518.000000 Penalty: 4696.166992
	Iteration 17Q: 3 clusters Score -1478518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1478518.500000 Penalty: 4696.166992
	Iteration 18Q: 3 clusters Score -1478518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1478526.750000 Penalty: 4696.166992
	Iteration 19Q: 3 clusters Score -1478527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1478531.500000 Penalty: 4696.166992
	Iteration 20F: 3 clusters Score -1478532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1478533.750000 Penalty: 4696.166992
	Iteration 21Q: 3 clusters Score -1478534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1478534.250000 Penalty: 4696.166992
	Iteration 22Q: 3 clusters Score -1478534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1478537.000000 Penalty: 4696.166992
	Iteration 23Q: 3 clusters Score -1478537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1478535.125000 Penalty: 4696.166992
	Iteration 24Q: 3 clusters Score -1478535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1478539.250000 Penalty: 4696.166992
	Iteration 25Q: 3 clusters Score -1478539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1478537.875000 Penalty: 4696.166992
	Iteration 26Q: 3 clusters Score -1478538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1478537.625000 Penalty: 4696.166992
	Iteration 27Q: 3 clusters Score -1478538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1478539.625000 Penalty: 4696.166992
	Iteration 28Q: 3 clusters Score -1478540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1478542.250000 Penalty: 4696.166992
	Iteration 29Q: 3 clusters Score -1478542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1478542.375000 Penalty: 4696.166992
	Iteration 30Q: 3 clusters Score -1478542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1478542.750000 Penalty: 4696.166992
	Iteration 31Q: 3 clusters Score -1478543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1478542.625000 Penalty: 4696.166992
	Iteration 32Q: 3 clusters Score -1478543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1478542.625000 Penalty: 4696.166992
	Iteration 33F: 3 clusters Score -1478543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Entering Unmasked Estep 
Score: -211904032.000000 Penalty: 179654.468750
Splitting cluster 20 changes total score from -211770528.000000 to -211904032.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 21 (47200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Entering Unmasked Estep 
Score: -5316562.000000 Penalty: 2669.012939
	Iteration 0F: 2 clusters Score -5316562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -5284870.000000 Penalty: 5338.025879
	Iteration 0F: 3 clusters Score -5284870 nChanged 21755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5299027.500000 Penalty: 5338.025879
	Iteration 1F: 3 clusters Score -5299028 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5303272.500000 Penalty: 5338.025879
	Iteration 2F: 3 clusters Score -5303272 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5308515.500000 Penalty: 5338.025879
	Iteration 3F: 3 clusters Score -5308516 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5311995.500000 Penalty: 5338.025879
	Iteration 4F: 3 clusters Score -5311996 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -5313420.000000 Penalty: 5338.025879
	Iteration 5F: 3 clusters Score -5313420 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5313959.500000 Penalty: 5338.025879
	Iteration 6Q: 3 clusters Score -5313960 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5314288.500000 Penalty: 5338.025879
	Iteration 7Q: 3 clusters Score -5314288 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5314521.500000 Penalty: 5338.025879
	Iteration 8Q: 3 clusters Score -5314522 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5314738.000000 Penalty: 5338.025879
	Iteration 9Q: 3 clusters Score -5314738 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5314951.500000 Penalty: 5338.025879
	Iteration 10Q: 3 clusters Score -5314952 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5315170.500000 Penalty: 5338.025879
	Iteration 11Q: 3 clusters Score -5315170 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -5315347.000000 Penalty: 5338.025879
	Iteration 12Q: 3 clusters Score -5315347 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5315588.500000 Penalty: 5338.025879
	Iteration 13Q: 3 clusters Score -5315588 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -5315764.500000 Penalty: 5338.025879
	Iteration 14Q: 3 clusters Score -5315764 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -5315968.000000 Penalty: 5338.025879
	Iteration 15Q: 3 clusters Score -5315968 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -5316117.500000 Penalty: 5338.025879
	Iteration 16Q: 3 clusters Score -5316118 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -5316252.500000 Penalty: 5338.025879
	Iteration 17Q: 3 clusters Score -5316252 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5316392.000000 Penalty: 5338.025879
	Iteration 18Q: 3 clusters Score -5316392 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5316557.500000 Penalty: 5338.025879
	Iteration 19Q: 3 clusters Score -5316558 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5316779.500000 Penalty: 5338.025879
	Iteration 20F: 3 clusters Score -5316780 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -5317090.000000 Penalty: 5338.025879
	Iteration 21Q: 3 clusters Score -5317090 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5317569.500000 Penalty: 5338.025879
	Iteration 22Q: 3 clusters Score -5317570 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -5318365.500000 Penalty: 5338.025879
	Iteration 23Q: 3 clusters Score -5318366 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -5319477.000000 Penalty: 5338.025879
	Iteration 24Q: 3 clusters Score -5319477 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -5321060.000000 Penalty: 5338.025879
	Iteration 25Q: 3 clusters Score -5321060 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5322998.000000 Penalty: 5338.025879
	Iteration 26Q: 3 clusters Score -5322998 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5325019.000000 Penalty: 5338.025879
	Iteration 27Q: 3 clusters Score -5325019 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -5326714.000000 Penalty: 5338.025879
	Iteration 28Q: 3 clusters Score -5326714 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5327597.500000 Penalty: 5338.025879
	Iteration 29Q: 3 clusters Score -5327598 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5328041.000000 Penalty: 5338.025879
	Iteration 30Q: 3 clusters Score -5328041 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5328265.500000 Penalty: 5338.025879
	Iteration 31Q: 3 clusters Score -5328266 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -5328398.500000 Penalty: 5338.025879
	Iteration 32Q: 3 clusters Score -5328398 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -5328453.500000 Penalty: 5338.025879
	Iteration 33Q: 3 clusters Score -5328454 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5328488.500000 Penalty: 5338.025879
	Iteration 34Q: 3 clusters Score -5328488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -5328522.500000 Penalty: 5338.025879
	Iteration 35Q: 3 clusters Score -5328522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5328542.000000 Penalty: 5338.025879
	Iteration 36Q: 3 clusters Score -5328542 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -5328546.500000 Penalty: 5338.025879
	Iteration 37Q: 3 clusters Score -5328546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5328551.000000 Penalty: 5338.025879
	Iteration 38Q: 3 clusters Score -5328551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5328567.000000 Penalty: 5338.025879
	Iteration 39Q: 3 clusters Score -5328567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5328570.000000 Penalty: 5338.025879
	Iteration 40F: 3 clusters Score -5328570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5328565.000000 Penalty: 5338.025879
	Iteration 41Q: 3 clusters Score -5328565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5328567.500000 Penalty: 5338.025879
	Iteration 42Q: 3 clusters Score -5328568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -5328588.000000 Penalty: 5338.025879
	Iteration 43Q: 3 clusters Score -5328588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5328598.000000 Penalty: 5338.025879
	Iteration 44Q: 3 clusters Score -5328598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -5328601.500000 Penalty: 5338.025879
	Iteration 45Q: 3 clusters Score -5328602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5328590.500000 Penalty: 5338.025879
	Iteration 46Q: 3 clusters Score -5328590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5328591.000000 Penalty: 5338.025879
	Iteration 47Q: 3 clusters Score -5328591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5328600.500000 Penalty: 5338.025879
	Iteration 48Q: 3 clusters Score -5328600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -5328612.000000 Penalty: 5338.025879
	Iteration 49Q: 3 clusters Score -5328612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5328603.000000 Penalty: 5338.025879
	Iteration 50Q: 3 clusters Score -5328603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5328623.000000 Penalty: 5338.025879
	Iteration 51Q: 3 clusters Score -5328623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5328615.500000 Penalty: 5338.025879
	Iteration 52Q: 3 clusters Score -5328616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -5328617.000000 Penalty: 5338.025879
	Iteration 53Q: 3 clusters Score -5328617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -5328610.500000 Penalty: 5338.025879
	Iteration 54Q: 3 clusters Score -5328610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -5328608.000000 Penalty: 5338.025879
	Iteration 55Q: 3 clusters Score -5328608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -5328608.000000 Penalty: 5338.025879
	Iteration 56Q: 3 clusters Score -5328608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5328587.500000 Penalty: 5338.025879
	Iteration 57Q: 3 clusters Score -5328588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5328598.500000 Penalty: 5338.025879
	Iteration 58Q: 3 clusters Score -5328598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5328603.000000 Penalty: 5338.025879
	Iteration 59Q: 3 clusters Score -5328603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5328618.500000 Penalty: 5338.025879
	Iteration 60F: 3 clusters Score -5328618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5328618.500000 Penalty: 5338.025879
	Iteration 61Q: 3 clusters Score -5328618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -5328622.000000 Penalty: 5338.025879
	Iteration 62Q: 3 clusters Score -5328622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5328609.500000 Penalty: 5338.025879
	Iteration 63Q: 3 clusters Score -5328610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5328613.000000 Penalty: 5338.025879
	Iteration 64Q: 3 clusters Score -5328613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5328611.500000 Penalty: 5338.025879
	Iteration 65Q: 3 clusters Score -5328612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -5328614.000000 Penalty: 5338.025879
	Iteration 66Q: 3 clusters Score -5328614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5328616.500000 Penalty: 5338.025879
	Iteration 67Q: 3 clusters Score -5328616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -5328622.500000 Penalty: 5338.025879
	Iteration 68Q: 3 clusters Score -5328622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5328623.500000 Penalty: 5338.025879
	Iteration 69Q: 3 clusters Score -5328624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -5328622.500000 Penalty: 5338.025879
	Iteration 70Q: 3 clusters Score -5328622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5328627.500000 Penalty: 5338.025879
	Iteration 71Q: 3 clusters Score -5328628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5328627.000000 Penalty: 5338.025879
	Iteration 72Q: 3 clusters Score -5328627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5328622.500000 Penalty: 5338.025879
	Iteration 73Q: 3 clusters Score -5328622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5328626.000000 Penalty: 5338.025879
	Iteration 74Q: 3 clusters Score -5328626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5328618.000000 Penalty: 5338.025879
	Iteration 75Q: 3 clusters Score -5328618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5328623.500000 Penalty: 5338.025879
	Iteration 76Q: 3 clusters Score -5328624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5328619.000000 Penalty: 5338.025879
	Iteration 77Q: 3 clusters Score -5328619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -5328621.500000 Penalty: 5338.025879
	Iteration 78Q: 3 clusters Score -5328622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -5328621.500000 Penalty: 5338.025879
	Iteration 79F: 3 clusters Score -5328622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 90876 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Entering Unmasked Estep 
Score: -211912224.000000 Penalty: 183247.562500
Splitting cluster 21 changes total score from -211770528.000000 to -211912224.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (90876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Entering Unmasked Estep 
Score: -10172371.000000 Penalty: 2831.478516
	Iteration 0F: 2 clusters Score -1.017237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -10111478.000000 Penalty: 5662.957031
	Iteration 0F: 3 clusters Score -1.011148e+07 nChanged 42962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -10136705.000000 Penalty: 5662.957031
	Iteration 1F: 3 clusters Score -1.01367e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -10138312.000000 Penalty: 5662.957031
	Iteration 2Q: 3 clusters Score -1.013831e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -10140779.000000 Penalty: 5662.957031
	Iteration 3F: 3 clusters Score -1.014078e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -10144353.000000 Penalty: 5662.957031
	Iteration 4F: 3 clusters Score -1.014435e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -10149232.000000 Penalty: 5662.957031
	Iteration 5F: 3 clusters Score -1.014923e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -10155510.000000 Penalty: 5662.957031
	Iteration 6F: 3 clusters Score -1.015551e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -10160770.000000 Penalty: 5662.957031
	Iteration 7F: 3 clusters Score -1.016077e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -10163984.000000 Penalty: 5662.957031
	Iteration 8F: 3 clusters Score -1.016398e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -10166157.000000 Penalty: 5662.957031
	Iteration 9Q: 3 clusters Score -1.016616e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -10168040.000000 Penalty: 5662.957031
	Iteration 10Q: 3 clusters Score -1.016804e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -10170033.000000 Penalty: 5662.957031
	Iteration 11Q: 3 clusters Score -1.017003e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -10171898.000000 Penalty: 5662.957031
	Iteration 12Q: 3 clusters Score -1.01719e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -10173580.000000 Penalty: 5662.957031
	Iteration 13Q: 3 clusters Score -1.017358e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -10174618.000000 Penalty: 5662.957031
	Iteration 14Q: 3 clusters Score -1.017462e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -10175373.000000 Penalty: 5662.957031
	Iteration 15Q: 3 clusters Score -1.017537e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -10175793.000000 Penalty: 5662.957031
	Iteration 16Q: 3 clusters Score -1.017579e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -10176106.000000 Penalty: 5662.957031
	Iteration 17Q: 3 clusters Score -1.017611e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -10176403.000000 Penalty: 5662.957031
	Iteration 18Q: 3 clusters Score -1.01764e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -10176531.000000 Penalty: 5662.957031
	Iteration 19Q: 3 clusters Score -1.017653e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -10176679.000000 Penalty: 5662.957031
	Iteration 20F: 3 clusters Score -1.017668e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -10176826.000000 Penalty: 5662.957031
	Iteration 21Q: 3 clusters Score -1.017683e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -10176925.000000 Penalty: 5662.957031
	Iteration 22Q: 3 clusters Score -1.017692e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -10176997.000000 Penalty: 5662.957031
	Iteration 23Q: 3 clusters Score -1.0177e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -10177069.000000 Penalty: 5662.957031
	Iteration 24Q: 3 clusters Score -1.017707e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -10177101.000000 Penalty: 5662.957031
	Iteration 25Q: 3 clusters Score -1.01771e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -10177078.000000 Penalty: 5662.957031
	Iteration 26Q: 3 clusters Score -1.017708e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -10177098.000000 Penalty: 5662.957031
	Iteration 27Q: 3 clusters Score -1.01771e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -10177091.000000 Penalty: 5662.957031
	Iteration 28Q: 3 clusters Score -1.017709e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -10177134.000000 Penalty: 5662.957031
	Iteration 29Q: 3 clusters Score -1.017713e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -10177175.000000 Penalty: 5662.957031
	Iteration 30Q: 3 clusters Score -1.017718e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -10177166.000000 Penalty: 5662.957031
	Iteration 31Q: 3 clusters Score -1.017717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -10177178.000000 Penalty: 5662.957031
	Iteration 32Q: 3 clusters Score -1.017718e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -10177192.000000 Penalty: 5662.957031
	Iteration 33Q: 3 clusters Score -1.017719e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -10177198.000000 Penalty: 5662.957031
	Iteration 34Q: 3 clusters Score -1.01772e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -10177197.000000 Penalty: 5662.957031
	Iteration 35Q: 3 clusters Score -1.01772e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -10177242.000000 Penalty: 5662.957031
	Iteration 36Q: 3 clusters Score -1.017724e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -10177224.000000 Penalty: 5662.957031
	Iteration 37Q: 3 clusters Score -1.017722e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -10177214.000000 Penalty: 5662.957031
	Iteration 38Q: 3 clusters Score -1.017721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -10177189.000000 Penalty: 5662.957031
	Iteration 39Q: 3 clusters Score -1.017719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -10177204.000000 Penalty: 5662.957031
	Iteration 40F: 3 clusters Score -1.01772e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -10177211.000000 Penalty: 5662.957031
	Iteration 41Q: 3 clusters Score -1.017721e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -10177194.000000 Penalty: 5662.957031
	Iteration 42Q: 3 clusters Score -1.017719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -10177182.000000 Penalty: 5662.957031
	Iteration 43Q: 3 clusters Score -1.017718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -10177187.000000 Penalty: 5662.957031
	Iteration 44Q: 3 clusters Score -1.017719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -10177181.000000 Penalty: 5662.957031
	Iteration 45Q: 3 clusters Score -1.017718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -10177179.000000 Penalty: 5662.957031
	Iteration 46Q: 3 clusters Score -1.017718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -10177182.000000 Penalty: 5662.957031
	Iteration 47Q: 3 clusters Score -1.017718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -10177185.000000 Penalty: 5662.957031
	Iteration 48Q: 3 clusters Score -1.017718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -10177190.000000 Penalty: 5662.957031
	Iteration 49Q: 3 clusters Score -1.017719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -10177199.000000 Penalty: 5662.957031
	Iteration 50Q: 3 clusters Score -1.01772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -10177188.000000 Penalty: 5662.957031
	Iteration 51Q: 3 clusters Score -1.017719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10177191.000000 Penalty: 5662.957031
	Iteration 52Q: 3 clusters Score -1.017719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -10177210.000000 Penalty: 5662.957031
	Iteration 53Q: 3 clusters Score -1.017721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -10177218.000000 Penalty: 5662.957031
	Iteration 54Q: 3 clusters Score -1.017722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -10177222.000000 Penalty: 5662.957031
	Iteration 55Q: 3 clusters Score -1.017722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -10177220.000000 Penalty: 5662.957031
	Iteration 56Q: 3 clusters Score -1.017722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -10177222.000000 Penalty: 5662.957031
	Iteration 57Q: 3 clusters Score -1.017722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -10177223.000000 Penalty: 5662.957031
	Iteration 58Q: 3 clusters Score -1.017722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -10177217.000000 Penalty: 5662.957031
	Iteration 59Q: 3 clusters Score -1.017722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -10177211.000000 Penalty: 5662.957031
	Iteration 60F: 3 clusters Score -1.017721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -10177210.000000 Penalty: 5662.957031
	Iteration 61Q: 3 clusters Score -1.017721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -10177207.000000 Penalty: 5662.957031
	Iteration 62Q: 3 clusters Score -1.017721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -10177215.000000 Penalty: 5662.957031
	Iteration 63Q: 3 clusters Score -1.017722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -10177209.000000 Penalty: 5662.957031
	Iteration 64Q: 3 clusters Score -1.017721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -10177209.000000 Penalty: 5662.957031
	Iteration 65Q: 3 clusters Score -1.017721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -10177207.000000 Penalty: 5662.957031
	Iteration 66Q: 3 clusters Score -1.017721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -10177213.000000 Penalty: 5662.957031
	Iteration 67Q: 3 clusters Score -1.017721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -10177215.000000 Penalty: 5662.957031
	Iteration 68Q: 3 clusters Score -1.017722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -10177218.000000 Penalty: 5662.957031
	Iteration 69Q: 3 clusters Score -1.017722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -10177209.000000 Penalty: 5662.957031
	Iteration 70Q: 3 clusters Score -1.017721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -10177192.000000 Penalty: 5662.957031
	Iteration 71Q: 3 clusters Score -1.017719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -10177192.000000 Penalty: 5662.957031
	Iteration 72Q: 3 clusters Score -1.017719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -10177196.000000 Penalty: 5662.957031
	Iteration 73Q: 3 clusters Score -1.01772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -10177206.000000 Penalty: 5662.957031
	Iteration 74Q: 3 clusters Score -1.017721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10177215.000000 Penalty: 5662.957031
	Iteration 75Q: 3 clusters Score -1.017722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -10177198.000000 Penalty: 5662.957031
	Iteration 76Q: 3 clusters Score -1.01772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -10177195.000000 Penalty: 5662.957031
	Iteration 77Q: 3 clusters Score -1.01772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -10177201.000000 Penalty: 5662.957031
	Iteration 78Q: 3 clusters Score -1.01772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -10177202.000000 Penalty: 5662.957031
	Iteration 79Q: 3 clusters Score -1.01772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -10177202.000000 Penalty: 5662.957031
	Iteration 80F: 3 clusters Score -1.01772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -10177205.000000 Penalty: 5662.957031
	Iteration 81Q: 3 clusters Score -1.01772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -10177203.000000 Penalty: 5662.957031
	Iteration 82Q: 3 clusters Score -1.01772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -10177193.000000 Penalty: 5662.957031
	Iteration 83Q: 3 clusters Score -1.017719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -10177191.000000 Penalty: 5662.957031
	Iteration 84Q: 3 clusters Score -1.017719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -10177208.000000 Penalty: 5662.957031
	Iteration 85Q: 3 clusters Score -1.017721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -10177223.000000 Penalty: 5662.957031
	Iteration 86Q: 3 clusters Score -1.017722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -10177212.000000 Penalty: 5662.957031
	Iteration 87Q: 3 clusters Score -1.017721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -10177205.000000 Penalty: 5662.957031
	Iteration 88Q: 3 clusters Score -1.01772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -10177195.000000 Penalty: 5662.957031
	Iteration 89Q: 3 clusters Score -1.01772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -10177216.000000 Penalty: 5662.957031
	Iteration 90Q: 3 clusters Score -1.017722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -10177228.000000 Penalty: 5662.957031
	Iteration 91Q: 3 clusters Score -1.017723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -10177225.000000 Penalty: 5662.957031
	Iteration 92Q: 3 clusters Score -1.017722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -10177229.000000 Penalty: 5662.957031
	Iteration 93Q: 3 clusters Score -1.017723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -10177246.000000 Penalty: 5662.957031
	Iteration 94Q: 3 clusters Score -1.017725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -10177238.000000 Penalty: 5662.957031
	Iteration 95Q: 3 clusters Score -1.017724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -10177246.000000 Penalty: 5662.957031
	Iteration 96Q: 3 clusters Score -1.017725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -10177249.000000 Penalty: 5662.957031
	Iteration 97Q: 3 clusters Score -1.017725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -10177249.000000 Penalty: 5662.957031
	Iteration 98Q: 3 clusters Score -1.017725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -10177258.000000 Penalty: 5662.957031
	Iteration 99Q: 3 clusters Score -1.017726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -10177257.000000 Penalty: 5662.957031
	Iteration 100F: 3 clusters Score -1.017726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -10177252.000000 Penalty: 5662.957031
	Iteration 101Q: 3 clusters Score -1.017725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -10177259.000000 Penalty: 5662.957031
	Iteration 102Q: 3 clusters Score -1.017726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -10177252.000000 Penalty: 5662.957031
	Iteration 103Q: 3 clusters Score -1.017725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -10177250.000000 Penalty: 5662.957031
	Iteration 104Q: 3 clusters Score -1.017725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -10177264.000000 Penalty: 5662.957031
	Iteration 105Q: 3 clusters Score -1.017726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -10177269.000000 Penalty: 5662.957031
	Iteration 106Q: 3 clusters Score -1.017727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -10177263.000000 Penalty: 5662.957031
	Iteration 107Q: 3 clusters Score -1.017726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -10177268.000000 Penalty: 5662.957031
	Iteration 108Q: 3 clusters Score -1.017727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -10177275.000000 Penalty: 5662.957031
	Iteration 109Q: 3 clusters Score -1.017728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -10177261.000000 Penalty: 5662.957031
	Iteration 110Q: 3 clusters Score -1.017726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -10177269.000000 Penalty: 5662.957031
	Iteration 111Q: 3 clusters Score -1.017727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -10177265.000000 Penalty: 5662.957031
	Iteration 112Q: 3 clusters Score -1.017726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -10177268.000000 Penalty: 5662.957031
	Iteration 113Q: 3 clusters Score -1.017727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -10177269.000000 Penalty: 5662.957031
	Iteration 114Q: 3 clusters Score -1.017727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -10177269.000000 Penalty: 5662.957031
	Iteration 115F: 3 clusters Score -1.017727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Entering Unmasked Estep 
Score: -211914304.000000 Penalty: 186840.656250
Splitting cluster 22 changes total score from -211770528.000000 to -211914304.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (37187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Entering Unmasked Estep 
Score: -4039588.250000 Penalty: 2609.881104
	Iteration 0F: 2 clusters Score -4039588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4014309.750000 Penalty: 5219.762207
	Iteration 0F: 3 clusters Score -4014310 nChanged 17139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4024909.000000 Penalty: 5219.762207
	Iteration 1F: 3 clusters Score -4024909 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4027078.750000 Penalty: 5219.762207
	Iteration 2F: 3 clusters Score -4027079 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4029949.750000 Penalty: 5219.762207
	Iteration 3F: 3 clusters Score -4029950 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4033076.000000 Penalty: 5219.762207
	Iteration 4F: 3 clusters Score -4033076 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -4035366.250000 Penalty: 5219.762207
	Iteration 5F: 3 clusters Score -4035366 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4036886.500000 Penalty: 5219.762207
	Iteration 6F: 3 clusters Score -4036886 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4037737.250000 Penalty: 5219.762207
	Iteration 7Q: 3 clusters Score -4037737 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4038208.750000 Penalty: 5219.762207
	Iteration 8Q: 3 clusters Score -4038209 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4038512.750000 Penalty: 5219.762207
	Iteration 9Q: 3 clusters Score -4038513 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4038747.000000 Penalty: 5219.762207
	Iteration 10Q: 3 clusters Score -4038747 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4038893.250000 Penalty: 5219.762207
	Iteration 11Q: 3 clusters Score -4038893 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4039001.500000 Penalty: 5219.762207
	Iteration 12Q: 3 clusters Score -4039002 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4039108.250000 Penalty: 5219.762207
	Iteration 13Q: 3 clusters Score -4039108 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4039169.250000 Penalty: 5219.762207
	Iteration 14Q: 3 clusters Score -4039169 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4039213.000000 Penalty: 5219.762207
	Iteration 15Q: 3 clusters Score -4039213 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -4039224.750000 Penalty: 5219.762207
	Iteration 16Q: 3 clusters Score -4039225 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4039250.500000 Penalty: 5219.762207
	Iteration 17Q: 3 clusters Score -4039250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4039265.000000 Penalty: 5219.762207
	Iteration 18Q: 3 clusters Score -4039265 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4039281.250000 Penalty: 5219.762207
	Iteration 19Q: 3 clusters Score -4039281 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4039297.000000 Penalty: 5219.762207
	Iteration 20F: 3 clusters Score -4039297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4039293.750000 Penalty: 5219.762207
	Iteration 21Q: 3 clusters Score -4039294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4039305.500000 Penalty: 5219.762207
	Iteration 22Q: 3 clusters Score -4039306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4039313.250000 Penalty: 5219.762207
	Iteration 23Q: 3 clusters Score -4039313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4039319.250000 Penalty: 5219.762207
	Iteration 24Q: 3 clusters Score -4039319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4039315.000000 Penalty: 5219.762207
	Iteration 25Q: 3 clusters Score -4039315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4039306.250000 Penalty: 5219.762207
	Iteration 26Q: 3 clusters Score -4039306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4039313.250000 Penalty: 5219.762207
	Iteration 27Q: 3 clusters Score -4039313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4039310.750000 Penalty: 5219.762207
	Iteration 28Q: 3 clusters Score -4039311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4039310.500000 Penalty: 5219.762207
	Iteration 29Q: 3 clusters Score -4039310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4039313.500000 Penalty: 5219.762207
	Iteration 30Q: 3 clusters Score -4039314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4039314.750000 Penalty: 5219.762207
	Iteration 31Q: 3 clusters Score -4039315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4039310.000000 Penalty: 5219.762207
	Iteration 32Q: 3 clusters Score -4039310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4039312.250000 Penalty: 5219.762207
	Iteration 33Q: 3 clusters Score -4039312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4039318.250000 Penalty: 5219.762207
	Iteration 34Q: 3 clusters Score -4039318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4039321.250000 Penalty: 5219.762207
	Iteration 35Q: 3 clusters Score -4039321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4039321.750000 Penalty: 5219.762207
	Iteration 36Q: 3 clusters Score -4039322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4039321.750000 Penalty: 5219.762207
	Iteration 37Q: 3 clusters Score -4039322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4039329.250000 Penalty: 5219.762207
	Iteration 38Q: 3 clusters Score -4039329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4039337.000000 Penalty: 5219.762207
	Iteration 39Q: 3 clusters Score -4039337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4039327.750000 Penalty: 5219.762207
	Iteration 40F: 3 clusters Score -4039328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4039329.250000 Penalty: 5219.762207
	Iteration 41Q: 3 clusters Score -4039329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4039332.000000 Penalty: 5219.762207
	Iteration 42Q: 3 clusters Score -4039332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4039334.000000 Penalty: 5219.762207
	Iteration 43Q: 3 clusters Score -4039334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4039332.500000 Penalty: 5219.762207
	Iteration 44Q: 3 clusters Score -4039332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4039335.250000 Penalty: 5219.762207
	Iteration 45Q: 3 clusters Score -4039335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4039323.250000 Penalty: 5219.762207
	Iteration 46Q: 3 clusters Score -4039323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4039332.000000 Penalty: 5219.762207
	Iteration 47Q: 3 clusters Score -4039332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4039333.500000 Penalty: 5219.762207
	Iteration 48Q: 3 clusters Score -4039334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4039337.000000 Penalty: 5219.762207
	Iteration 49Q: 3 clusters Score -4039337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -4039338.000000 Penalty: 5219.762207
	Iteration 50Q: 3 clusters Score -4039338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4039328.250000 Penalty: 5219.762207
	Iteration 51Q: 3 clusters Score -4039328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4039331.500000 Penalty: 5219.762207
	Iteration 52Q: 3 clusters Score -4039332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4039341.000000 Penalty: 5219.762207
	Iteration 53Q: 3 clusters Score -4039341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4039343.000000 Penalty: 5219.762207
	Iteration 54Q: 3 clusters Score -4039343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -4039336.750000 Penalty: 5219.762207
	Iteration 55Q: 3 clusters Score -4039337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4039339.750000 Penalty: 5219.762207
	Iteration 56Q: 3 clusters Score -4039340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -4039339.500000 Penalty: 5219.762207
	Iteration 57Q: 3 clusters Score -4039340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4039343.750000 Penalty: 5219.762207
	Iteration 58Q: 3 clusters Score -4039344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4039341.750000 Penalty: 5219.762207
	Iteration 59Q: 3 clusters Score -4039342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4039340.750000 Penalty: 5219.762207
	Iteration 60F: 3 clusters Score -4039341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4039340.750000 Penalty: 5219.762207
	Iteration 61Q: 3 clusters Score -4039341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -4039343.000000 Penalty: 5219.762207
	Iteration 62Q: 3 clusters Score -4039343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -4039343.000000 Penalty: 5219.762207
	Iteration 63F: 3 clusters Score -4039343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -177867.593750 Penalty: 1855.425903
	Iteration 0F: 2 clusters Score -177867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -175526.203125 Penalty: 3710.851807
	Iteration 0F: 3 clusters Score -175526.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -176547.046875 Penalty: 3710.851807
	Iteration 1F: 3 clusters Score -176547 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -177423.671875 Penalty: 3710.851807
	Iteration 2F: 3 clusters Score -177423.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -178108.171875 Penalty: 3710.851807
	Iteration 3F: 3 clusters Score -178108.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -178614.515625 Penalty: 3710.851807
	Iteration 4F: 3 clusters Score -178614.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -179003.750000 Penalty: 3710.851807
	Iteration 5Q: 3 clusters Score -179003.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -179303.640625 Penalty: 3710.851807
	Iteration 6Q: 3 clusters Score -179303.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -179524.718750 Penalty: 3710.851807
	Iteration 7Q: 3 clusters Score -179524.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -179620.203125 Penalty: 3710.851807
	Iteration 8Q: 3 clusters Score -179620.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -179642.312500 Penalty: 3710.851807
	Iteration 9Q: 3 clusters Score -179642.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -179662.281250 Penalty: 3710.851807
	Iteration 10Q: 3 clusters Score -179662.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -179682.781250 Penalty: 3710.851807
	Iteration 11Q: 3 clusters Score -179682.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -179714.921875 Penalty: 3710.851807
	Iteration 12Q: 3 clusters Score -179714.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -179761.234375 Penalty: 3710.851807
	Iteration 13Q: 3 clusters Score -179761.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -179827.171875 Penalty: 3710.851807
	Iteration 14Q: 3 clusters Score -179827.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179932.359375 Penalty: 3710.851807
	Iteration 15Q: 3 clusters Score -179932.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -180060.265625 Penalty: 3710.851807
	Iteration 16Q: 3 clusters Score -180060.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -180096.031250 Penalty: 3710.851807
	Iteration 17Q: 3 clusters Score -180096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -180103.906250 Penalty: 3710.851807
	Iteration 18Q: 3 clusters Score -180103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -180106.390625 Penalty: 3710.851807
	Iteration 19Q: 3 clusters Score -180106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -180106.390625 Penalty: 3710.851807
	Iteration 20F: 3 clusters Score -180106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 49511 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Entering Unmasked Estep 
Score: -211914480.000000 Penalty: 190433.750000
Splitting cluster 24 changes total score from -211770528.000000 to -211914480.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 25 (49511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Entering Unmasked Estep 
Score: -5597044.000000 Penalty: 2680.867676
	Iteration 0F: 2 clusters Score -5597044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -5563896.000000 Penalty: 5361.735352
	Iteration 0F: 3 clusters Score -5563896 nChanged 22834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5576799.500000 Penalty: 5361.735352
	Iteration 1F: 3 clusters Score -5576800 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5579080.500000 Penalty: 5361.735352
	Iteration 2F: 3 clusters Score -5579080 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -5584086.500000 Penalty: 5361.735352
	Iteration 3F: 3 clusters Score -5584086 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -5591183.000000 Penalty: 5361.735352
	Iteration 4F: 3 clusters Score -5591183 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5595852.500000 Penalty: 5361.735352
	Iteration 5F: 3 clusters Score -5595852 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5597864.000000 Penalty: 5361.735352
	Iteration 6F: 3 clusters Score -5597864 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5598648.500000 Penalty: 5361.735352
	Iteration 7Q: 3 clusters Score -5598648 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -5599001.000000 Penalty: 5361.735352
	Iteration 8Q: 3 clusters Score -5599001 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -5599281.500000 Penalty: 5361.735352
	Iteration 9Q: 3 clusters Score -5599282 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5599451.000000 Penalty: 5361.735352
	Iteration 10Q: 3 clusters Score -5599451 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -5599647.000000 Penalty: 5361.735352
	Iteration 11Q: 3 clusters Score -5599647 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5599808.000000 Penalty: 5361.735352
	Iteration 12Q: 3 clusters Score -5599808 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -5599950.000000 Penalty: 5361.735352
	Iteration 13Q: 3 clusters Score -5599950 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -5600102.000000 Penalty: 5361.735352
	Iteration 14Q: 3 clusters Score -5600102 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -5600220.500000 Penalty: 5361.735352
	Iteration 15Q: 3 clusters Score -5600220 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -5600327.000000 Penalty: 5361.735352
	Iteration 16Q: 3 clusters Score -5600327 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -5600408.500000 Penalty: 5361.735352
	Iteration 17Q: 3 clusters Score -5600408 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5600507.500000 Penalty: 5361.735352
	Iteration 18Q: 3 clusters Score -5600508 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -5600567.500000 Penalty: 5361.735352
	Iteration 19Q: 3 clusters Score -5600568 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -5600607.000000 Penalty: 5361.735352
	Iteration 20F: 3 clusters Score -5600607 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -5600620.500000 Penalty: 5361.735352
	Iteration 21Q: 3 clusters Score -5600620 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5600663.500000 Penalty: 5361.735352
	Iteration 22Q: 3 clusters Score -5600664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -5600664.500000 Penalty: 5361.735352
	Iteration 23Q: 3 clusters Score -5600664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -5600670.000000 Penalty: 5361.735352
	Iteration 24Q: 3 clusters Score -5600670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -5600704.500000 Penalty: 5361.735352
	Iteration 25Q: 3 clusters Score -5600704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -5600717.500000 Penalty: 5361.735352
	Iteration 26Q: 3 clusters Score -5600718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5600722.000000 Penalty: 5361.735352
	Iteration 27Q: 3 clusters Score -5600722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -5600721.500000 Penalty: 5361.735352
	Iteration 28Q: 3 clusters Score -5600722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5600722.500000 Penalty: 5361.735352
	Iteration 29Q: 3 clusters Score -5600722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -5600726.500000 Penalty: 5361.735352
	Iteration 30Q: 3 clusters Score -5600726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5600727.000000 Penalty: 5361.735352
	Iteration 31Q: 3 clusters Score -5600727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5600732.000000 Penalty: 5361.735352
	Iteration 32Q: 3 clusters Score -5600732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -5600722.000000 Penalty: 5361.735352
	Iteration 33Q: 3 clusters Score -5600722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -5600731.000000 Penalty: 5361.735352
	Iteration 34Q: 3 clusters Score -5600731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -5600734.000000 Penalty: 5361.735352
	Iteration 35Q: 3 clusters Score -5600734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -5600739.500000 Penalty: 5361.735352
	Iteration 36Q: 3 clusters Score -5600740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5600755.000000 Penalty: 5361.735352
	Iteration 37Q: 3 clusters Score -5600755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5600753.000000 Penalty: 5361.735352
	Iteration 38Q: 3 clusters Score -5600753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5600750.500000 Penalty: 5361.735352
	Iteration 39Q: 3 clusters Score -5600750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5600748.500000 Penalty: 5361.735352
	Iteration 40F: 3 clusters Score -5600748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -5600749.500000 Penalty: 5361.735352
	Iteration 41Q: 3 clusters Score -5600750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -5600754.000000 Penalty: 5361.735352
	Iteration 42Q: 3 clusters Score -5600754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -5600750.500000 Penalty: 5361.735352
	Iteration 43Q: 3 clusters Score -5600750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -5600753.000000 Penalty: 5361.735352
	Iteration 44Q: 3 clusters Score -5600753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -5600751.000000 Penalty: 5361.735352
	Iteration 45Q: 3 clusters Score -5600751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -5600743.000000 Penalty: 5361.735352
	Iteration 46Q: 3 clusters Score -5600743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -5600742.500000 Penalty: 5361.735352
	Iteration 47Q: 3 clusters Score -5600742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -5600745.500000 Penalty: 5361.735352
	Iteration 48Q: 3 clusters Score -5600746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5600741.500000 Penalty: 5361.735352
	Iteration 49Q: 3 clusters Score -5600742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5600741.000000 Penalty: 5361.735352
	Iteration 50Q: 3 clusters Score -5600741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -5600744.500000 Penalty: 5361.735352
	Iteration 51Q: 3 clusters Score -5600744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5600744.000000 Penalty: 5361.735352
	Iteration 52Q: 3 clusters Score -5600744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -5600743.000000 Penalty: 5361.735352
	Iteration 53Q: 3 clusters Score -5600743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5600747.500000 Penalty: 5361.735352
	Iteration 54Q: 3 clusters Score -5600748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5600746.000000 Penalty: 5361.735352
	Iteration 55Q: 3 clusters Score -5600746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -5600751.500000 Penalty: 5361.735352
	Iteration 56Q: 3 clusters Score -5600752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5600748.500000 Penalty: 5361.735352
	Iteration 57Q: 3 clusters Score -5600748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -5600750.500000 Penalty: 5361.735352
	Iteration 58Q: 3 clusters Score -5600750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5600749.500000 Penalty: 5361.735352
	Iteration 59Q: 3 clusters Score -5600750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5600754.000000 Penalty: 5361.735352
	Iteration 60F: 3 clusters Score -5600754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Entering Unmasked Estep 
Score: -211913536.000000 Penalty: 194026.828125
Splitting cluster 25 changes total score from -211770528.000000 to -211913536.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 26 (18440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Entering Unmasked Estep 
Score: -1528924.500000 Penalty: 2435.924805
	Iteration 0F: 2 clusters Score -1528924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1516289.250000 Penalty: 4871.849609
	Iteration 0F: 3 clusters Score -1516289 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1526116.750000 Penalty: 4871.849609
	Iteration 1F: 3 clusters Score -1526117 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1531037.000000 Penalty: 4871.849609
	Iteration 2F: 3 clusters Score -1531037 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1534551.125000 Penalty: 4871.849609
	Iteration 3F: 3 clusters Score -1534551 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1536803.750000 Penalty: 4871.849609
	Iteration 4F: 3 clusters Score -1536804 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1538517.500000 Penalty: 4871.849609
	Iteration 5F: 3 clusters Score -1538518 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1539810.125000 Penalty: 4871.849609
	Iteration 6Q: 3 clusters Score -1539810 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1540504.750000 Penalty: 4871.849609
	Iteration 7Q: 3 clusters Score -1540505 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1540779.000000 Penalty: 4871.849609
	Iteration 8Q: 3 clusters Score -1540779 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1540904.875000 Penalty: 4871.849609
	Iteration 9Q: 3 clusters Score -1540905 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1540977.750000 Penalty: 4871.849609
	Iteration 10Q: 3 clusters Score -1540978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1541011.750000 Penalty: 4871.849609
	Iteration 11Q: 3 clusters Score -1541012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1541027.750000 Penalty: 4871.849609
	Iteration 12Q: 3 clusters Score -1541028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1541040.875000 Penalty: 4871.849609
	Iteration 13Q: 3 clusters Score -1541041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1541048.875000 Penalty: 4871.849609
	Iteration 14Q: 3 clusters Score -1541049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1541059.000000 Penalty: 4871.849609
	Iteration 15Q: 3 clusters Score -1541059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1541067.500000 Penalty: 4871.849609
	Iteration 16Q: 3 clusters Score -1541068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1541073.250000 Penalty: 4871.849609
	Iteration 17Q: 3 clusters Score -1541073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1541081.875000 Penalty: 4871.849609
	Iteration 18Q: 3 clusters Score -1541082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1541085.500000 Penalty: 4871.849609
	Iteration 19Q: 3 clusters Score -1541086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1541086.875000 Penalty: 4871.849609
	Iteration 20F: 3 clusters Score -1541087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1541090.500000 Penalty: 4871.849609
	Iteration 21Q: 3 clusters Score -1541090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1541093.375000 Penalty: 4871.849609
	Iteration 22Q: 3 clusters Score -1541093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1541092.375000 Penalty: 4871.849609
	Iteration 23Q: 3 clusters Score -1541092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1541100.625000 Penalty: 4871.849609
	Iteration 24Q: 3 clusters Score -1541101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1541101.750000 Penalty: 4871.849609
	Iteration 25Q: 3 clusters Score -1541102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1541098.375000 Penalty: 4871.849609
	Iteration 26Q: 3 clusters Score -1541098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1541102.750000 Penalty: 4871.849609
	Iteration 27Q: 3 clusters Score -1541103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1541104.375000 Penalty: 4871.849609
	Iteration 28Q: 3 clusters Score -1541104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1541106.500000 Penalty: 4871.849609
	Iteration 29Q: 3 clusters Score -1541106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1541106.500000 Penalty: 4871.849609
	Iteration 30Q: 3 clusters Score -1541106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1541103.250000 Penalty: 4871.849609
	Iteration 31Q: 3 clusters Score -1541103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1541102.500000 Penalty: 4871.849609
	Iteration 32Q: 3 clusters Score -1541102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1541103.375000 Penalty: 4871.849609
	Iteration 33Q: 3 clusters Score -1541103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1541106.250000 Penalty: 4871.849609
	Iteration 34Q: 3 clusters Score -1541106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1541107.875000 Penalty: 4871.849609
	Iteration 35Q: 3 clusters Score -1541108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1541106.375000 Penalty: 4871.849609
	Iteration 36Q: 3 clusters Score -1541106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1541105.125000 Penalty: 4871.849609
	Iteration 37Q: 3 clusters Score -1541105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1541106.625000 Penalty: 4871.849609
	Iteration 38Q: 3 clusters Score -1541107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1541106.375000 Penalty: 4871.849609
	Iteration 39Q: 3 clusters Score -1541106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1541106.875000 Penalty: 4871.849609
	Iteration 40F: 3 clusters Score -1541107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1541108.000000 Penalty: 4871.849609
	Iteration 41Q: 3 clusters Score -1541108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1541106.750000 Penalty: 4871.849609
	Iteration 42Q: 3 clusters Score -1541107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1541105.125000 Penalty: 4871.849609
	Iteration 43Q: 3 clusters Score -1541105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1541103.625000 Penalty: 4871.849609
	Iteration 44Q: 3 clusters Score -1541104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1541105.375000 Penalty: 4871.849609
	Iteration 45Q: 3 clusters Score -1541105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1541105.750000 Penalty: 4871.849609
	Iteration 46Q: 3 clusters Score -1541106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1541105.750000 Penalty: 4871.849609
	Iteration 47F: 3 clusters Score -1541106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Entering Unmasked Estep 
Score: -211924928.000000 Penalty: 197619.921875
Splitting cluster 26 changes total score from -211770528.000000 to -211924928.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 27 (16163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Entering Unmasked Estep 
Score: -1742756.375000 Penalty: 2403.239014
	Iteration 0F: 2 clusters Score -1742756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1731098.500000 Penalty: 4806.478027
	Iteration 0F: 3 clusters Score -1731098 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1735448.500000 Penalty: 4806.478027
	Iteration 1F: 3 clusters Score -1735448 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1736540.375000 Penalty: 4806.478027
	Iteration 2F: 3 clusters Score -1736540 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1737489.000000 Penalty: 4806.478027
	Iteration 3F: 3 clusters Score -1737489 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1738392.875000 Penalty: 4806.478027
	Iteration 4F: 3 clusters Score -1738393 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1739486.250000 Penalty: 4806.478027
	Iteration 5F: 3 clusters Score -1739486 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1740949.875000 Penalty: 4806.478027
	Iteration 6F: 3 clusters Score -1740950 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1742835.625000 Penalty: 4806.478027
	Iteration 7F: 3 clusters Score -1742836 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1743987.875000 Penalty: 4806.478027
	Iteration 8F: 3 clusters Score -1743988 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1744599.375000 Penalty: 4806.478027
	Iteration 9Q: 3 clusters Score -1744599 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1745085.250000 Penalty: 4806.478027
	Iteration 10Q: 3 clusters Score -1745085 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1745573.625000 Penalty: 4806.478027
	Iteration 11Q: 3 clusters Score -1745574 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1745999.375000 Penalty: 4806.478027
	Iteration 12Q: 3 clusters Score -1745999 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1746297.250000 Penalty: 4806.478027
	Iteration 13Q: 3 clusters Score -1746297 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1746476.875000 Penalty: 4806.478027
	Iteration 14Q: 3 clusters Score -1746477 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1746582.625000 Penalty: 4806.478027
	Iteration 15Q: 3 clusters Score -1746583 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1746637.125000 Penalty: 4806.478027
	Iteration 16Q: 3 clusters Score -1746637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1746665.000000 Penalty: 4806.478027
	Iteration 17Q: 3 clusters Score -1746665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1746684.000000 Penalty: 4806.478027
	Iteration 18Q: 3 clusters Score -1746684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1746701.125000 Penalty: 4806.478027
	Iteration 19Q: 3 clusters Score -1746701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1746712.875000 Penalty: 4806.478027
	Iteration 20F: 3 clusters Score -1746713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1746713.125000 Penalty: 4806.478027
	Iteration 21Q: 3 clusters Score -1746713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1746719.250000 Penalty: 4806.478027
	Iteration 22Q: 3 clusters Score -1746719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1746718.750000 Penalty: 4806.478027
	Iteration 23Q: 3 clusters Score -1746719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1746717.250000 Penalty: 4806.478027
	Iteration 24Q: 3 clusters Score -1746717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1746716.750000 Penalty: 4806.478027
	Iteration 25Q: 3 clusters Score -1746717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1746716.750000 Penalty: 4806.478027
	Iteration 26F: 3 clusters Score -1746717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 27262 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Mstep: Class 56 contains 7590 members 
Entering Unmasked Estep 
Score: -211928272.000000 Penalty: 201213.015625
Splitting cluster 27 changes total score from -211770528.000000 to -211928272.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 28 (27262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Entering Unmasked Estep 
Score: -2935738.250000 Penalty: 2532.885742
	Iteration 0F: 2 clusters Score -2935738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2917129.500000 Penalty: 5065.771484
	Iteration 0F: 3 clusters Score -2917130 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2926144.500000 Penalty: 5065.771484
	Iteration 1F: 3 clusters Score -2926144 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2931052.000000 Penalty: 5065.771484
	Iteration 2F: 3 clusters Score -2931052 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2935886.500000 Penalty: 5065.771484
	Iteration 3F: 3 clusters Score -2935886 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2939075.750000 Penalty: 5065.771484
	Iteration 4F: 3 clusters Score -2939076 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2940656.250000 Penalty: 5065.771484
	Iteration 5F: 3 clusters Score -2940656 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2941546.500000 Penalty: 5065.771484
	Iteration 6Q: 3 clusters Score -2941546 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2942215.500000 Penalty: 5065.771484
	Iteration 7Q: 3 clusters Score -2942216 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2942715.500000 Penalty: 5065.771484
	Iteration 8Q: 3 clusters Score -2942716 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2943037.750000 Penalty: 5065.771484
	Iteration 9Q: 3 clusters Score -2943038 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2943280.250000 Penalty: 5065.771484
	Iteration 10Q: 3 clusters Score -2943280 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2943446.750000 Penalty: 5065.771484
	Iteration 11Q: 3 clusters Score -2943447 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2943535.500000 Penalty: 5065.771484
	Iteration 12Q: 3 clusters Score -2943536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2943589.500000 Penalty: 5065.771484
	Iteration 13Q: 3 clusters Score -2943590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2943625.250000 Penalty: 5065.771484
	Iteration 14Q: 3 clusters Score -2943625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2943644.000000 Penalty: 5065.771484
	Iteration 15Q: 3 clusters Score -2943644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2943647.750000 Penalty: 5065.771484
	Iteration 16Q: 3 clusters Score -2943648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2943672.250000 Penalty: 5065.771484
	Iteration 17Q: 3 clusters Score -2943672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2943671.000000 Penalty: 5065.771484
	Iteration 18Q: 3 clusters Score -2943671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2943676.250000 Penalty: 5065.771484
	Iteration 19Q: 3 clusters Score -2943676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2943676.000000 Penalty: 5065.771484
	Iteration 20F: 3 clusters Score -2943676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2943677.750000 Penalty: 5065.771484
	Iteration 21Q: 3 clusters Score -2943678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2943677.750000 Penalty: 5065.771484
	Iteration 22Q: 3 clusters Score -2943678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2943679.250000 Penalty: 5065.771484
	Iteration 23Q: 3 clusters Score -2943679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2943673.500000 Penalty: 5065.771484
	Iteration 24Q: 3 clusters Score -2943674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2943680.000000 Penalty: 5065.771484
	Iteration 25Q: 3 clusters Score -2943680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2943683.000000 Penalty: 5065.771484
	Iteration 26Q: 3 clusters Score -2943683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2943686.750000 Penalty: 5065.771484
	Iteration 27Q: 3 clusters Score -2943687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2943688.250000 Penalty: 5065.771484
	Iteration 28Q: 3 clusters Score -2943688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2943691.000000 Penalty: 5065.771484
	Iteration 29Q: 3 clusters Score -2943691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2943696.000000 Penalty: 5065.771484
	Iteration 30Q: 3 clusters Score -2943696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2943695.500000 Penalty: 5065.771484
	Iteration 31Q: 3 clusters Score -2943696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2943696.000000 Penalty: 5065.771484
	Iteration 32Q: 3 clusters Score -2943696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2943693.250000 Penalty: 5065.771484
	Iteration 33Q: 3 clusters Score -2943693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2943689.000000 Penalty: 5065.771484
	Iteration 34Q: 3 clusters Score -2943689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2943690.250000 Penalty: 5065.771484
	Iteration 35Q: 3 clusters Score -2943690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2943691.500000 Penalty: 5065.771484
	Iteration 36Q: 3 clusters Score -2943692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2943690.250000 Penalty: 5065.771484
	Iteration 37Q: 3 clusters Score -2943690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2943690.000000 Penalty: 5065.771484
	Iteration 38Q: 3 clusters Score -2943690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2943689.750000 Penalty: 5065.771484
	Iteration 39Q: 3 clusters Score -2943690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2943689.750000 Penalty: 5065.771484
	Iteration 40F: 3 clusters Score -2943690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 22006 members 
Mstep: Class 29 contains 188033 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Mstep: Class 56 contains 7590 members 
Mstep: Class 57 contains 5256 members 
Entering Unmasked Estep 
Score: -211935984.000000 Penalty: 204806.093750
Splitting cluster 28 changes total score from -211770528.000000 to -211935984.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 29 (188033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Entering Unmasked Estep 
Score: -19896740.000000 Penalty: 3011.804443
	Iteration 0F: 2 clusters Score -1.989674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -19770420.000000 Penalty: 6023.608887
	Iteration 0F: 3 clusters Score -1.977042e+07 nChanged 90478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -19826654.000000 Penalty: 6023.608887
	Iteration 1F: 3 clusters Score -1.982665e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -19830522.000000 Penalty: 6023.608887
	Iteration 2Q: 3 clusters Score -1.983052e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -19835544.000000 Penalty: 6023.608887
	Iteration 3F: 3 clusters Score -1.983554e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -19841448.000000 Penalty: 6023.608887
	Iteration 4F: 3 clusters Score -1.984145e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -19846638.000000 Penalty: 6023.608887
	Iteration 5F: 3 clusters Score -1.984664e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -19851448.000000 Penalty: 6023.608887
	Iteration 6F: 3 clusters Score -1.985145e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -19855310.000000 Penalty: 6023.608887
	Iteration 7F: 3 clusters Score -1.985531e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -19858504.000000 Penalty: 6023.608887
	Iteration 8Q: 3 clusters Score -1.98585e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -19861594.000000 Penalty: 6023.608887
	Iteration 9Q: 3 clusters Score -1.986159e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -19864524.000000 Penalty: 6023.608887
	Iteration 10Q: 3 clusters Score -1.986452e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127795 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -19867812.000000 Penalty: 6023.608887
	Iteration 11Q: 3 clusters Score -1.986781e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134331 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -19870880.000000 Penalty: 6023.608887
	Iteration 12Q: 3 clusters Score -1.987088e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141399 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -19874616.000000 Penalty: 6023.608887
	Iteration 13Q: 3 clusters Score -1.987462e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -19878472.000000 Penalty: 6023.608887
	Iteration 14Q: 3 clusters Score -1.987847e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -19882042.000000 Penalty: 6023.608887
	Iteration 15Q: 3 clusters Score -1.988204e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -19885380.000000 Penalty: 6023.608887
	Iteration 16Q: 3 clusters Score -1.988538e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166972 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -19888296.000000 Penalty: 6023.608887
	Iteration 17Q: 3 clusters Score -1.98883e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -19890708.000000 Penalty: 6023.608887
	Iteration 18Q: 3 clusters Score -1.989071e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -19892426.000000 Penalty: 6023.608887
	Iteration 19Q: 3 clusters Score -1.989243e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -19893718.000000 Penalty: 6023.608887
	Iteration 20F: 3 clusters Score -1.989372e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178877 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -19894830.000000 Penalty: 6023.608887
	Iteration 21Q: 3 clusters Score -1.989483e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180052 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -19895522.000000 Penalty: 6023.608887
	Iteration 22Q: 3 clusters Score -1.989552e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -19896062.000000 Penalty: 6023.608887
	Iteration 23Q: 3 clusters Score -1.989606e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181335 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -19896508.000000 Penalty: 6023.608887
	Iteration 24Q: 3 clusters Score -1.989651e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181631 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -19896676.000000 Penalty: 6023.608887
	Iteration 25Q: 3 clusters Score -1.989668e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -19896820.000000 Penalty: 6023.608887
	Iteration 26Q: 3 clusters Score -1.989682e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181932 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -19896964.000000 Penalty: 6023.608887
	Iteration 27Q: 3 clusters Score -1.989696e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -19897014.000000 Penalty: 6023.608887
	Iteration 28Q: 3 clusters Score -1.989701e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182079 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -19897040.000000 Penalty: 6023.608887
	Iteration 29Q: 3 clusters Score -1.989704e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182129 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -19897168.000000 Penalty: 6023.608887
	Iteration 30Q: 3 clusters Score -1.989717e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182166 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -19897192.000000 Penalty: 6023.608887
	Iteration 31Q: 3 clusters Score -1.989719e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182193 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -19897244.000000 Penalty: 6023.608887
	Iteration 32Q: 3 clusters Score -1.989724e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -19897298.000000 Penalty: 6023.608887
	Iteration 33Q: 3 clusters Score -1.98973e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182224 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -19897292.000000 Penalty: 6023.608887
	Iteration 34Q: 3 clusters Score -1.989729e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182216 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -19897326.000000 Penalty: 6023.608887
	Iteration 35Q: 3 clusters Score -1.989733e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -19897324.000000 Penalty: 6023.608887
	Iteration 36Q: 3 clusters Score -1.989732e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -19897314.000000 Penalty: 6023.608887
	Iteration 37Q: 3 clusters Score -1.989731e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -19897320.000000 Penalty: 6023.608887
	Iteration 38Q: 3 clusters Score -1.989732e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182255 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -19897384.000000 Penalty: 6023.608887
	Iteration 39Q: 3 clusters Score -1.989738e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182267 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -19897356.000000 Penalty: 6023.608887
	Iteration 40F: 3 clusters Score -1.989736e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -19897354.000000 Penalty: 6023.608887
	Iteration 41Q: 3 clusters Score -1.989735e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -19897350.000000 Penalty: 6023.608887
	Iteration 42Q: 3 clusters Score -1.989735e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182299 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -19897410.000000 Penalty: 6023.608887
	Iteration 43Q: 3 clusters Score -1.989741e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182328 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -19897458.000000 Penalty: 6023.608887
	Iteration 44Q: 3 clusters Score -1.989746e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -19897576.000000 Penalty: 6023.608887
	Iteration 45Q: 3 clusters Score -1.989758e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182464 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -19897684.000000 Penalty: 6023.608887
	Iteration 46Q: 3 clusters Score -1.989768e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182501 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -19897854.000000 Penalty: 6023.608887
	Iteration 47Q: 3 clusters Score -1.989785e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182499 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -19897940.000000 Penalty: 6023.608887
	Iteration 48Q: 3 clusters Score -1.989794e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182505 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -19898068.000000 Penalty: 6023.608887
	Iteration 49Q: 3 clusters Score -1.989807e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182471 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -19898224.000000 Penalty: 6023.608887
	Iteration 50Q: 3 clusters Score -1.989822e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182414 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -19898274.000000 Penalty: 6023.608887
	Iteration 51Q: 3 clusters Score -1.989827e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182333 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -19898460.000000 Penalty: 6023.608887
	Iteration 52Q: 3 clusters Score -1.989846e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182231 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -19898582.000000 Penalty: 6023.608887
	Iteration 53Q: 3 clusters Score -1.989858e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182150 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -19898720.000000 Penalty: 6023.608887
	Iteration 54Q: 3 clusters Score -1.989872e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182076 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -19898758.000000 Penalty: 6023.608887
	Iteration 55Q: 3 clusters Score -1.989876e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182000 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -19898830.000000 Penalty: 6023.608887
	Iteration 56Q: 3 clusters Score -1.989883e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181945 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -19898822.000000 Penalty: 6023.608887
	Iteration 57Q: 3 clusters Score -1.989882e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181910 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -19898826.000000 Penalty: 6023.608887
	Iteration 58Q: 3 clusters Score -1.989883e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181881 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -19898826.000000 Penalty: 6023.608887
	Iteration 59Q: 3 clusters Score -1.989883e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181837 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -19898818.000000 Penalty: 6023.608887
	Iteration 60F: 3 clusters Score -1.989882e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -19898830.000000 Penalty: 6023.608887
	Iteration 61Q: 3 clusters Score -1.989883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181796 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -19898826.000000 Penalty: 6023.608887
	Iteration 62Q: 3 clusters Score -1.989883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181783 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -19898866.000000 Penalty: 6023.608887
	Iteration 63Q: 3 clusters Score -1.989887e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -19898852.000000 Penalty: 6023.608887
	Iteration 64Q: 3 clusters Score -1.989885e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181771 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -19898864.000000 Penalty: 6023.608887
	Iteration 65Q: 3 clusters Score -1.989886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181764 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -19898858.000000 Penalty: 6023.608887
	Iteration 66Q: 3 clusters Score -1.989886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -19898886.000000 Penalty: 6023.608887
	Iteration 67Q: 3 clusters Score -1.989889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181772 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -19898880.000000 Penalty: 6023.608887
	Iteration 68Q: 3 clusters Score -1.989888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181782 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -19898876.000000 Penalty: 6023.608887
	Iteration 69Q: 3 clusters Score -1.989888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181783 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -19898880.000000 Penalty: 6023.608887
	Iteration 70Q: 3 clusters Score -1.989888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181777 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -19898890.000000 Penalty: 6023.608887
	Iteration 71Q: 3 clusters Score -1.989889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -19898914.000000 Penalty: 6023.608887
	Iteration 72Q: 3 clusters Score -1.989891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181765 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -19898908.000000 Penalty: 6023.608887
	Iteration 73Q: 3 clusters Score -1.989891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181763 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -19898908.000000 Penalty: 6023.608887
	Iteration 74Q: 3 clusters Score -1.989891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181757 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -19898908.000000 Penalty: 6023.608887
	Iteration 75Q: 3 clusters Score -1.989891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -19898924.000000 Penalty: 6023.608887
	Iteration 76Q: 3 clusters Score -1.989892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181758 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -19898916.000000 Penalty: 6023.608887
	Iteration 77Q: 3 clusters Score -1.989892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -19898900.000000 Penalty: 6023.608887
	Iteration 78Q: 3 clusters Score -1.98989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181758 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -19898920.000000 Penalty: 6023.608887
	Iteration 79Q: 3 clusters Score -1.989892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -19898916.000000 Penalty: 6023.608887
	Iteration 80F: 3 clusters Score -1.989892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181755 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -19898908.000000 Penalty: 6023.608887
	Iteration 81Q: 3 clusters Score -1.989891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -19898914.000000 Penalty: 6023.608887
	Iteration 82Q: 3 clusters Score -1.989891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181755 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -19898920.000000 Penalty: 6023.608887
	Iteration 83Q: 3 clusters Score -1.989892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181755 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -19898920.000000 Penalty: 6023.608887
	Iteration 84F: 3 clusters Score -1.989892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 22006 members 
Mstep: Class 29 contains 181755 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 81999 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Mstep: Class 56 contains 7590 members 
Mstep: Class 57 contains 5256 members 
Mstep: Class 58 contains 6278 members 
Entering Unmasked Estep 
Score: -211935584.000000 Penalty: 208399.187500
Splitting cluster 29 changes total score from -211770528.000000 to -211935584.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 30 (44166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Entering Unmasked Estep 
Score: -4609190.000000 Penalty: 2652.536133
	Iteration 0F: 2 clusters Score -4609190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4579663.000000 Penalty: 5305.072266
	Iteration 0F: 3 clusters Score -4579663 nChanged 20169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4592436.500000 Penalty: 5305.072266
	Iteration 1F: 3 clusters Score -4592436 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4595069.000000 Penalty: 5305.072266
	Iteration 2F: 3 clusters Score -4595069 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4597756.000000 Penalty: 5305.072266
	Iteration 3F: 3 clusters Score -4597756 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4599739.500000 Penalty: 5305.072266
	Iteration 4F: 3 clusters Score -4599740 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4601159.500000 Penalty: 5305.072266
	Iteration 5F: 3 clusters Score -4601160 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4601975.000000 Penalty: 5305.072266
	Iteration 6Q: 3 clusters Score -4601975 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4602621.500000 Penalty: 5305.072266
	Iteration 7Q: 3 clusters Score -4602622 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4603037.500000 Penalty: 5305.072266
	Iteration 8Q: 3 clusters Score -4603038 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4603427.500000 Penalty: 5305.072266
	Iteration 9Q: 3 clusters Score -4603428 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -4603780.000000 Penalty: 5305.072266
	Iteration 10Q: 3 clusters Score -4603780 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4604118.500000 Penalty: 5305.072266
	Iteration 11Q: 3 clusters Score -4604118 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4604441.000000 Penalty: 5305.072266
	Iteration 12Q: 3 clusters Score -4604441 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4604672.500000 Penalty: 5305.072266
	Iteration 13Q: 3 clusters Score -4604672 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4604975.500000 Penalty: 5305.072266
	Iteration 14Q: 3 clusters Score -4604976 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4605302.500000 Penalty: 5305.072266
	Iteration 15Q: 3 clusters Score -4605302 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4605576.500000 Penalty: 5305.072266
	Iteration 16Q: 3 clusters Score -4605576 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4605787.000000 Penalty: 5305.072266
	Iteration 17Q: 3 clusters Score -4605787 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -4605988.500000 Penalty: 5305.072266
	Iteration 18Q: 3 clusters Score -4605988 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4606197.500000 Penalty: 5305.072266
	Iteration 19Q: 3 clusters Score -4606198 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4606376.500000 Penalty: 5305.072266
	Iteration 20F: 3 clusters Score -4606376 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4606548.000000 Penalty: 5305.072266
	Iteration 21Q: 3 clusters Score -4606548 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4606731.000000 Penalty: 5305.072266
	Iteration 22Q: 3 clusters Score -4606731 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4606885.000000 Penalty: 5305.072266
	Iteration 23Q: 3 clusters Score -4606885 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4607010.000000 Penalty: 5305.072266
	Iteration 24Q: 3 clusters Score -4607010 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4607128.000000 Penalty: 5305.072266
	Iteration 25Q: 3 clusters Score -4607128 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4607227.500000 Penalty: 5305.072266
	Iteration 26Q: 3 clusters Score -4607228 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4607304.000000 Penalty: 5305.072266
	Iteration 27Q: 3 clusters Score -4607304 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4607385.000000 Penalty: 5305.072266
	Iteration 28Q: 3 clusters Score -4607385 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4607484.500000 Penalty: 5305.072266
	Iteration 29Q: 3 clusters Score -4607484 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4607548.000000 Penalty: 5305.072266
	Iteration 30Q: 3 clusters Score -4607548 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4607624.000000 Penalty: 5305.072266
	Iteration 31Q: 3 clusters Score -4607624 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4607670.000000 Penalty: 5305.072266
	Iteration 32Q: 3 clusters Score -4607670 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4607711.500000 Penalty: 5305.072266
	Iteration 33Q: 3 clusters Score -4607712 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4607765.500000 Penalty: 5305.072266
	Iteration 34Q: 3 clusters Score -4607766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4607804.000000 Penalty: 5305.072266
	Iteration 35Q: 3 clusters Score -4607804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4607858.500000 Penalty: 5305.072266
	Iteration 36Q: 3 clusters Score -4607858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4607890.500000 Penalty: 5305.072266
	Iteration 37Q: 3 clusters Score -4607890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4607933.000000 Penalty: 5305.072266
	Iteration 38Q: 3 clusters Score -4607933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4607992.000000 Penalty: 5305.072266
	Iteration 39Q: 3 clusters Score -4607992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4608013.500000 Penalty: 5305.072266
	Iteration 40F: 3 clusters Score -4608014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4608034.500000 Penalty: 5305.072266
	Iteration 41Q: 3 clusters Score -4608034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4608049.000000 Penalty: 5305.072266
	Iteration 42Q: 3 clusters Score -4608049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4608070.000000 Penalty: 5305.072266
	Iteration 43Q: 3 clusters Score -4608070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4608086.500000 Penalty: 5305.072266
	Iteration 44Q: 3 clusters Score -4608086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4608096.000000 Penalty: 5305.072266
	Iteration 45Q: 3 clusters Score -4608096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4608106.500000 Penalty: 5305.072266
	Iteration 46Q: 3 clusters Score -4608106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4608125.500000 Penalty: 5305.072266
	Iteration 47Q: 3 clusters Score -4608126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4608135.500000 Penalty: 5305.072266
	Iteration 48Q: 3 clusters Score -4608136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4608138.000000 Penalty: 5305.072266
	Iteration 49Q: 3 clusters Score -4608138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4608153.000000 Penalty: 5305.072266
	Iteration 50Q: 3 clusters Score -4608153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4608174.500000 Penalty: 5305.072266
	Iteration 51Q: 3 clusters Score -4608174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4608189.500000 Penalty: 5305.072266
	Iteration 52Q: 3 clusters Score -4608190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4608201.000000 Penalty: 5305.072266
	Iteration 53Q: 3 clusters Score -4608201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4608218.000000 Penalty: 5305.072266
	Iteration 54Q: 3 clusters Score -4608218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4608224.000000 Penalty: 5305.072266
	Iteration 55Q: 3 clusters Score -4608224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4608238.000000 Penalty: 5305.072266
	Iteration 56Q: 3 clusters Score -4608238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4608242.500000 Penalty: 5305.072266
	Iteration 57Q: 3 clusters Score -4608242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4608254.000000 Penalty: 5305.072266
	Iteration 58Q: 3 clusters Score -4608254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4608262.000000 Penalty: 5305.072266
	Iteration 59Q: 3 clusters Score -4608262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4608265.000000 Penalty: 5305.072266
	Iteration 60F: 3 clusters Score -4608265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4608270.000000 Penalty: 5305.072266
	Iteration 61Q: 3 clusters Score -4608270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4608271.000000 Penalty: 5305.072266
	Iteration 62Q: 3 clusters Score -4608271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4608272.500000 Penalty: 5305.072266
	Iteration 63Q: 3 clusters Score -4608272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4608273.000000 Penalty: 5305.072266
	Iteration 64Q: 3 clusters Score -4608273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4608278.000000 Penalty: 5305.072266
	Iteration 65Q: 3 clusters Score -4608278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4608277.000000 Penalty: 5305.072266
	Iteration 66Q: 3 clusters Score -4608277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4608277.000000 Penalty: 5305.072266
	Iteration 67F: 3 clusters Score -4608277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (81999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Entering Unmasked Estep 
Score: -9294045.000000 Penalty: 2805.986816
	Iteration 0F: 2 clusters Score -9294045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -9239102.000000 Penalty: 5611.973633
	Iteration 0F: 3 clusters Score -9239102 nChanged 38373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -9261669.000000 Penalty: 5611.973633
	Iteration 1F: 3 clusters Score -9261669 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -9262920.000000 Penalty: 5611.973633
	Iteration 2Q: 3 clusters Score -9262920 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -9264528.000000 Penalty: 5611.973633
	Iteration 3Q: 3 clusters Score -9264528 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -9266958.000000 Penalty: 5611.973633
	Iteration 4F: 3 clusters Score -9266958 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -9270336.000000 Penalty: 5611.973633
	Iteration 5F: 3 clusters Score -9270336 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -9275084.000000 Penalty: 5611.973633
	Iteration 6F: 3 clusters Score -9275084 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -9280700.000000 Penalty: 5611.973633
	Iteration 7F: 3 clusters Score -9280700 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -9285412.000000 Penalty: 5611.973633
	Iteration 8F: 3 clusters Score -9285412 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -9289275.000000 Penalty: 5611.973633
	Iteration 9F: 3 clusters Score -9289275 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -9292671.000000 Penalty: 5611.973633
	Iteration 10Q: 3 clusters Score -9292671 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -9295071.000000 Penalty: 5611.973633
	Iteration 11Q: 3 clusters Score -9295071 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -9296342.000000 Penalty: 5611.973633
	Iteration 12Q: 3 clusters Score -9296342 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9296962.000000 Penalty: 5611.973633
	Iteration 13Q: 3 clusters Score -9296962 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -9297264.000000 Penalty: 5611.973633
	Iteration 14Q: 3 clusters Score -9297264 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -9297327.000000 Penalty: 5611.973633
	Iteration 15Q: 3 clusters Score -9297327 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -9297452.000000 Penalty: 5611.973633
	Iteration 16Q: 3 clusters Score -9297452 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -9297514.000000 Penalty: 5611.973633
	Iteration 17Q: 3 clusters Score -9297514 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -9297565.000000 Penalty: 5611.973633
	Iteration 18Q: 3 clusters Score -9297565 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -9297613.000000 Penalty: 5611.973633
	Iteration 19Q: 3 clusters Score -9297613 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -9297652.000000 Penalty: 5611.973633
	Iteration 20F: 3 clusters Score -9297652 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -9297688.000000 Penalty: 5611.973633
	Iteration 21Q: 3 clusters Score -9297688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -9297695.000000 Penalty: 5611.973633
	Iteration 22Q: 3 clusters Score -9297695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -9297704.000000 Penalty: 5611.973633
	Iteration 23Q: 3 clusters Score -9297704 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -9297747.000000 Penalty: 5611.973633
	Iteration 24Q: 3 clusters Score -9297747 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -9297770.000000 Penalty: 5611.973633
	Iteration 25Q: 3 clusters Score -9297770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -9297755.000000 Penalty: 5611.973633
	Iteration 26Q: 3 clusters Score -9297755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -9297771.000000 Penalty: 5611.973633
	Iteration 27Q: 3 clusters Score -9297771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -9297770.000000 Penalty: 5611.973633
	Iteration 28Q: 3 clusters Score -9297770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -9297773.000000 Penalty: 5611.973633
	Iteration 29Q: 3 clusters Score -9297773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -9297788.000000 Penalty: 5611.973633
	Iteration 30Q: 3 clusters Score -9297788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -9297789.000000 Penalty: 5611.973633
	Iteration 31Q: 3 clusters Score -9297789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -9297799.000000 Penalty: 5611.973633
	Iteration 32Q: 3 clusters Score -9297799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -9297827.000000 Penalty: 5611.973633
	Iteration 33Q: 3 clusters Score -9297827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -9297836.000000 Penalty: 5611.973633
	Iteration 34Q: 3 clusters Score -9297836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -9297836.000000 Penalty: 5611.973633
	Iteration 35Q: 3 clusters Score -9297836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -9297834.000000 Penalty: 5611.973633
	Iteration 36Q: 3 clusters Score -9297834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -9297840.000000 Penalty: 5611.973633
	Iteration 37Q: 3 clusters Score -9297840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -9297852.000000 Penalty: 5611.973633
	Iteration 38Q: 3 clusters Score -9297852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -9297852.000000 Penalty: 5611.973633
	Iteration 39Q: 3 clusters Score -9297852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -9297849.000000 Penalty: 5611.973633
	Iteration 40F: 3 clusters Score -9297849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -9297864.000000 Penalty: 5611.973633
	Iteration 41Q: 3 clusters Score -9297864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -9297848.000000 Penalty: 5611.973633
	Iteration 42Q: 3 clusters Score -9297848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -9297857.000000 Penalty: 5611.973633
	Iteration 43Q: 3 clusters Score -9297857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -9297851.000000 Penalty: 5611.973633
	Iteration 44Q: 3 clusters Score -9297851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -9297841.000000 Penalty: 5611.973633
	Iteration 45Q: 3 clusters Score -9297841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -9297834.000000 Penalty: 5611.973633
	Iteration 46Q: 3 clusters Score -9297834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -9297856.000000 Penalty: 5611.973633
	Iteration 47Q: 3 clusters Score -9297856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -9297843.000000 Penalty: 5611.973633
	Iteration 48Q: 3 clusters Score -9297843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -9297855.000000 Penalty: 5611.973633
	Iteration 49Q: 3 clusters Score -9297855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -9297863.000000 Penalty: 5611.973633
	Iteration 50Q: 3 clusters Score -9297863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -9297859.000000 Penalty: 5611.973633
	Iteration 51Q: 3 clusters Score -9297859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -9297866.000000 Penalty: 5611.973633
	Iteration 52Q: 3 clusters Score -9297866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -9297871.000000 Penalty: 5611.973633
	Iteration 53Q: 3 clusters Score -9297871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -9297869.000000 Penalty: 5611.973633
	Iteration 54Q: 3 clusters Score -9297869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -9297873.000000 Penalty: 5611.973633
	Iteration 55Q: 3 clusters Score -9297873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -9297871.000000 Penalty: 5611.973633
	Iteration 56Q: 3 clusters Score -9297871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -9297880.000000 Penalty: 5611.973633
	Iteration 57Q: 3 clusters Score -9297880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -9297882.000000 Penalty: 5611.973633
	Iteration 58Q: 3 clusters Score -9297882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -9297881.000000 Penalty: 5611.973633
	Iteration 59Q: 3 clusters Score -9297881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -9297880.000000 Penalty: 5611.973633
	Iteration 60F: 3 clusters Score -9297880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -9297867.000000 Penalty: 5611.973633
	Iteration 61Q: 3 clusters Score -9297867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -9297863.000000 Penalty: 5611.973633
	Iteration 62Q: 3 clusters Score -9297863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -9297870.000000 Penalty: 5611.973633
	Iteration 63Q: 3 clusters Score -9297870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -9297868.000000 Penalty: 5611.973633
	Iteration 64Q: 3 clusters Score -9297868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -9297860.000000 Penalty: 5611.973633
	Iteration 65Q: 3 clusters Score -9297860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -9297855.000000 Penalty: 5611.973633
	Iteration 66Q: 3 clusters Score -9297855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -9297853.000000 Penalty: 5611.973633
	Iteration 67Q: 3 clusters Score -9297853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -9297846.000000 Penalty: 5611.973633
	Iteration 68Q: 3 clusters Score -9297846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -9297847.000000 Penalty: 5611.973633
	Iteration 69Q: 3 clusters Score -9297847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -9297849.000000 Penalty: 5611.973633
	Iteration 70Q: 3 clusters Score -9297849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -9297845.000000 Penalty: 5611.973633
	Iteration 71Q: 3 clusters Score -9297845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -9297843.000000 Penalty: 5611.973633
	Iteration 72Q: 3 clusters Score -9297843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -9297858.000000 Penalty: 5611.973633
	Iteration 73Q: 3 clusters Score -9297858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -9297858.000000 Penalty: 5611.973633
	Iteration 74F: 3 clusters Score -9297858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 22006 members 
Mstep: Class 29 contains 181755 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 62317 members 
Mstep: Class 32 contains 22221 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Mstep: Class 56 contains 7590 members 
Mstep: Class 57 contains 5256 members 
Mstep: Class 58 contains 6278 members 
Mstep: Class 59 contains 19682 members 
Entering Unmasked Estep 
Score: -211937040.000000 Penalty: 211992.281250
Splitting cluster 31 changes total score from -211770528.000000 to -211937040.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 32 (22221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Entering Unmasked Estep 
Score: -2112524.750000 Penalty: 2482.180664
	Iteration 0F: 2 clusters Score -2112525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2097051.875000 Penalty: 4964.361328
	Iteration 0F: 3 clusters Score -2097052 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2104150.250000 Penalty: 4964.361328
	Iteration 1F: 3 clusters Score -2104150 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2107060.000000 Penalty: 4964.361328
	Iteration 2F: 3 clusters Score -2107060 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2109636.250000 Penalty: 4964.361328
	Iteration 3F: 3 clusters Score -2109636 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2111280.250000 Penalty: 4964.361328
	Iteration 4F: 3 clusters Score -2111280 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2112199.750000 Penalty: 4964.361328
	Iteration 5F: 3 clusters Score -2112200 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2112751.000000 Penalty: 4964.361328
	Iteration 6Q: 3 clusters Score -2112751 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2113081.500000 Penalty: 4964.361328
	Iteration 7Q: 3 clusters Score -2113082 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2113319.250000 Penalty: 4964.361328
	Iteration 8Q: 3 clusters Score -2113319 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2113505.500000 Penalty: 4964.361328
	Iteration 9Q: 3 clusters Score -2113506 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2113685.500000 Penalty: 4964.361328
	Iteration 10Q: 3 clusters Score -2113686 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2113873.000000 Penalty: 4964.361328
	Iteration 11Q: 3 clusters Score -2113873 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2114071.750000 Penalty: 4964.361328
	Iteration 12Q: 3 clusters Score -2114072 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2114302.750000 Penalty: 4964.361328
	Iteration 13Q: 3 clusters Score -2114303 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2114555.250000 Penalty: 4964.361328
	Iteration 14Q: 3 clusters Score -2114555 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2114913.250000 Penalty: 4964.361328
	Iteration 15Q: 3 clusters Score -2114913 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2115323.500000 Penalty: 4964.361328
	Iteration 16Q: 3 clusters Score -2115324 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2115685.250000 Penalty: 4964.361328
	Iteration 17Q: 3 clusters Score -2115685 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2116011.500000 Penalty: 4964.361328
	Iteration 18Q: 3 clusters Score -2116012 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2116325.500000 Penalty: 4964.361328
	Iteration 19Q: 3 clusters Score -2116326 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2116606.000000 Penalty: 4964.361328
	Iteration 20F: 3 clusters Score -2116606 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2116834.250000 Penalty: 4964.361328
	Iteration 21Q: 3 clusters Score -2116834 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2117020.500000 Penalty: 4964.361328
	Iteration 22Q: 3 clusters Score -2117020 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2117182.750000 Penalty: 4964.361328
	Iteration 23Q: 3 clusters Score -2117183 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2117286.250000 Penalty: 4964.361328
	Iteration 24Q: 3 clusters Score -2117286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2117385.000000 Penalty: 4964.361328
	Iteration 25Q: 3 clusters Score -2117385 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2117440.250000 Penalty: 4964.361328
	Iteration 26Q: 3 clusters Score -2117440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2117484.750000 Penalty: 4964.361328
	Iteration 27Q: 3 clusters Score -2117485 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2117524.250000 Penalty: 4964.361328
	Iteration 28Q: 3 clusters Score -2117524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2117556.250000 Penalty: 4964.361328
	Iteration 29Q: 3 clusters Score -2117556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2117571.000000 Penalty: 4964.361328
	Iteration 30Q: 3 clusters Score -2117571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2117587.250000 Penalty: 4964.361328
	Iteration 31Q: 3 clusters Score -2117587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2117602.500000 Penalty: 4964.361328
	Iteration 32Q: 3 clusters Score -2117602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2117612.500000 Penalty: 4964.361328
	Iteration 33Q: 3 clusters Score -2117612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2117616.750000 Penalty: 4964.361328
	Iteration 34Q: 3 clusters Score -2117617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2117620.500000 Penalty: 4964.361328
	Iteration 35Q: 3 clusters Score -2117620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2117623.000000 Penalty: 4964.361328
	Iteration 36Q: 3 clusters Score -2117623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2117623.250000 Penalty: 4964.361328
	Iteration 37Q: 3 clusters Score -2117623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2117627.750000 Penalty: 4964.361328
	Iteration 38Q: 3 clusters Score -2117628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2117634.500000 Penalty: 4964.361328
	Iteration 39Q: 3 clusters Score -2117634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2117637.250000 Penalty: 4964.361328
	Iteration 40F: 3 clusters Score -2117637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2117638.000000 Penalty: 4964.361328
	Iteration 41Q: 3 clusters Score -2117638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2117639.500000 Penalty: 4964.361328
	Iteration 42Q: 3 clusters Score -2117640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2117644.750000 Penalty: 4964.361328
	Iteration 43Q: 3 clusters Score -2117645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2117641.500000 Penalty: 4964.361328
	Iteration 44Q: 3 clusters Score -2117642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2117646.500000 Penalty: 4964.361328
	Iteration 45Q: 3 clusters Score -2117646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2117645.000000 Penalty: 4964.361328
	Iteration 46Q: 3 clusters Score -2117645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2117643.250000 Penalty: 4964.361328
	Iteration 47Q: 3 clusters Score -2117643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2117643.250000 Penalty: 4964.361328
	Iteration 48F: 3 clusters Score -2117643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 22006 members 
Mstep: Class 29 contains 181755 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 62317 members 
Mstep: Class 32 contains 18412 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 30395 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Mstep: Class 56 contains 7590 members 
Mstep: Class 57 contains 5256 members 
Mstep: Class 58 contains 6278 members 
Mstep: Class 59 contains 19682 members 
Mstep: Class 60 contains 3809 members 
Entering Unmasked Estep 
Score: -211940224.000000 Penalty: 215585.375000
Splitting cluster 32 changes total score from -211770528.000000 to -211940224.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 33 (120541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Entering Unmasked Estep 
Score: -13987682.000000 Penalty: 2901.536865
	Iteration 0F: 2 clusters Score -1.398768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -13906729.000000 Penalty: 5803.073730
	Iteration 0F: 3 clusters Score -1.390673e+07 nChanged 57488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -13939776.000000 Penalty: 5803.073730
	Iteration 1F: 3 clusters Score -1.393978e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -13940757.000000 Penalty: 5803.073730
	Iteration 2Q: 3 clusters Score -1.394076e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -13942149.000000 Penalty: 5803.073730
	Iteration 3Q: 3 clusters Score -1.394215e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -13944480.000000 Penalty: 5803.073730
	Iteration 4Q: 3 clusters Score -1.394448e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -13948095.000000 Penalty: 5803.073730
	Iteration 5F: 3 clusters Score -1.39481e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -13953701.000000 Penalty: 5803.073730
	Iteration 6F: 3 clusters Score -1.39537e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -13961385.000000 Penalty: 5803.073730
	Iteration 7F: 3 clusters Score -1.396138e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -13969564.000000 Penalty: 5803.073730
	Iteration 8F: 3 clusters Score -1.396956e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -13976578.000000 Penalty: 5803.073730
	Iteration 9F: 3 clusters Score -1.397658e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -13981175.000000 Penalty: 5803.073730
	Iteration 10Q: 3 clusters Score -1.398118e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -13983535.000000 Penalty: 5803.073730
	Iteration 11Q: 3 clusters Score -1.398354e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -13984556.000000 Penalty: 5803.073730
	Iteration 12Q: 3 clusters Score -1.398456e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -13984941.000000 Penalty: 5803.073730
	Iteration 13Q: 3 clusters Score -1.398494e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -13985070.000000 Penalty: 5803.073730
	Iteration 14Q: 3 clusters Score -1.398507e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -13985141.000000 Penalty: 5803.073730
	Iteration 15Q: 3 clusters Score -1.398514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -13985181.000000 Penalty: 5803.073730
	Iteration 16Q: 3 clusters Score -1.398518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -13985207.000000 Penalty: 5803.073730
	Iteration 17Q: 3 clusters Score -1.398521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 120130 members 
Entering Unmasked Estep 
Score: -13985240.000000 Penalty: 5803.073730
	Iteration 18Q: 3 clusters Score -1.398524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -13985241.000000 Penalty: 5803.073730
	Iteration 19Q: 3 clusters Score -1.398524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 120148 members 
Entering Unmasked Estep 
Score: -13985256.000000 Penalty: 5803.073730
	Iteration 20F: 3 clusters Score -1.398526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 120153 members 
Entering Unmasked Estep 
Score: -13985265.000000 Penalty: 5803.073730
	Iteration 21Q: 3 clusters Score -1.398526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -13985275.000000 Penalty: 5803.073730
	Iteration 22Q: 3 clusters Score -1.398528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -13985291.000000 Penalty: 5803.073730
	Iteration 23Q: 3 clusters Score -1.398529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -13985293.000000 Penalty: 5803.073730
	Iteration 24Q: 3 clusters Score -1.398529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -13985297.000000 Penalty: 5803.073730
	Iteration 25Q: 3 clusters Score -1.39853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -13985297.000000 Penalty: 5803.073730
	Iteration 26F: 3 clusters Score -1.39853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (149760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Entering Unmasked Estep 
Score: -17239562.000000 Penalty: 2955.363770
	Iteration 0F: 2 clusters Score -1.723956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -17139122.000000 Penalty: 5910.727539
	Iteration 0F: 3 clusters Score -1.713912e+07 nChanged 71618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -17180666.000000 Penalty: 5910.727539
	Iteration 1F: 3 clusters Score -1.718067e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -17182296.000000 Penalty: 5910.727539
	Iteration 2Q: 3 clusters Score -1.71823e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -17185110.000000 Penalty: 5910.727539
	Iteration 3Q: 3 clusters Score -1.718511e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -17189792.000000 Penalty: 5910.727539
	Iteration 4F: 3 clusters Score -1.718979e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -17197000.000000 Penalty: 5910.727539
	Iteration 5F: 3 clusters Score -1.7197e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -17207126.000000 Penalty: 5910.727539
	Iteration 6F: 3 clusters Score -1.720713e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127391 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -17217606.000000 Penalty: 5910.727539
	Iteration 7F: 3 clusters Score -1.721761e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -17226048.000000 Penalty: 5910.727539
	Iteration 8F: 3 clusters Score -1.722605e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -17231562.000000 Penalty: 5910.727539
	Iteration 9Q: 3 clusters Score -1.723156e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -17234538.000000 Penalty: 5910.727539
	Iteration 10Q: 3 clusters Score -1.723454e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -17235808.000000 Penalty: 5910.727539
	Iteration 11Q: 3 clusters Score -1.723581e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147842 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -17236544.000000 Penalty: 5910.727539
	Iteration 12Q: 3 clusters Score -1.723654e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -17236834.000000 Penalty: 5910.727539
	Iteration 13Q: 3 clusters Score -1.723683e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148332 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -17237008.000000 Penalty: 5910.727539
	Iteration 14Q: 3 clusters Score -1.723701e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -17237112.000000 Penalty: 5910.727539
	Iteration 15Q: 3 clusters Score -1.723711e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -17237180.000000 Penalty: 5910.727539
	Iteration 16Q: 3 clusters Score -1.723718e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148554 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17237246.000000 Penalty: 5910.727539
	Iteration 17Q: 3 clusters Score -1.723725e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148589 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17237262.000000 Penalty: 5910.727539
	Iteration 18Q: 3 clusters Score -1.723726e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17237272.000000 Penalty: 5910.727539
	Iteration 19Q: 3 clusters Score -1.723727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17237294.000000 Penalty: 5910.727539
	Iteration 20F: 3 clusters Score -1.723729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148645 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17237308.000000 Penalty: 5910.727539
	Iteration 21Q: 3 clusters Score -1.723731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148645 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17237300.000000 Penalty: 5910.727539
	Iteration 22Q: 3 clusters Score -1.72373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17237306.000000 Penalty: 5910.727539
	Iteration 23Q: 3 clusters Score -1.723731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17237316.000000 Penalty: 5910.727539
	Iteration 24Q: 3 clusters Score -1.723732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148655 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -17237320.000000 Penalty: 5910.727539
	Iteration 25Q: 3 clusters Score -1.723732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17237322.000000 Penalty: 5910.727539
	Iteration 26Q: 3 clusters Score -1.723732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17237324.000000 Penalty: 5910.727539
	Iteration 27Q: 3 clusters Score -1.723732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148662 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17237338.000000 Penalty: 5910.727539
	Iteration 28Q: 3 clusters Score -1.723734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17237334.000000 Penalty: 5910.727539
	Iteration 29Q: 3 clusters Score -1.723733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17237340.000000 Penalty: 5910.727539
	Iteration 30Q: 3 clusters Score -1.723734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17237340.000000 Penalty: 5910.727539
	Iteration 31Q: 3 clusters Score -1.723734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17237340.000000 Penalty: 5910.727539
	Iteration 32Q: 3 clusters Score -1.723734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17237340.000000 Penalty: 5910.727539
	Iteration 33F: 3 clusters Score -1.723734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Entering Unmasked Estep 
Score: -3070951.500000 Penalty: 2559.864258
	Iteration 0F: 2 clusters Score -3070952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3050160.250000 Penalty: 5119.728516
	Iteration 0F: 3 clusters Score -3050160 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3059025.500000 Penalty: 5119.728516
	Iteration 1F: 3 clusters Score -3059026 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3061305.750000 Penalty: 5119.728516
	Iteration 2F: 3 clusters Score -3061306 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3063987.000000 Penalty: 5119.728516
	Iteration 3F: 3 clusters Score -3063987 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3066103.000000 Penalty: 5119.728516
	Iteration 4F: 3 clusters Score -3066103 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3067365.250000 Penalty: 5119.728516
	Iteration 5F: 3 clusters Score -3067365 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3068242.250000 Penalty: 5119.728516
	Iteration 6Q: 3 clusters Score -3068242 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3069026.000000 Penalty: 5119.728516
	Iteration 7Q: 3 clusters Score -3069026 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3069904.250000 Penalty: 5119.728516
	Iteration 8Q: 3 clusters Score -3069904 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3070870.000000 Penalty: 5119.728516
	Iteration 9Q: 3 clusters Score -3070870 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3071757.500000 Penalty: 5119.728516
	Iteration 10Q: 3 clusters Score -3071758 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3072427.750000 Penalty: 5119.728516
	Iteration 11Q: 3 clusters Score -3072428 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3072890.250000 Penalty: 5119.728516
	Iteration 12Q: 3 clusters Score -3072890 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3073212.000000 Penalty: 5119.728516
	Iteration 13Q: 3 clusters Score -3073212 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3073469.750000 Penalty: 5119.728516
	Iteration 14Q: 3 clusters Score -3073470 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3073667.500000 Penalty: 5119.728516
	Iteration 15Q: 3 clusters Score -3073668 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3073878.250000 Penalty: 5119.728516
	Iteration 16Q: 3 clusters Score -3073878 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3074070.000000 Penalty: 5119.728516
	Iteration 17Q: 3 clusters Score -3074070 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3074295.500000 Penalty: 5119.728516
	Iteration 18Q: 3 clusters Score -3074296 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3074523.500000 Penalty: 5119.728516
	Iteration 19Q: 3 clusters Score -3074524 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3074759.500000 Penalty: 5119.728516
	Iteration 20F: 3 clusters Score -3074760 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3074983.750000 Penalty: 5119.728516
	Iteration 21Q: 3 clusters Score -3074984 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3075192.500000 Penalty: 5119.728516
	Iteration 22Q: 3 clusters Score -3075192 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3075516.250000 Penalty: 5119.728516
	Iteration 23Q: 3 clusters Score -3075516 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3076001.250000 Penalty: 5119.728516
	Iteration 24Q: 3 clusters Score -3076001 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3076575.000000 Penalty: 5119.728516
	Iteration 25Q: 3 clusters Score -3076575 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3077030.500000 Penalty: 5119.728516
	Iteration 26Q: 3 clusters Score -3077030 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3077296.000000 Penalty: 5119.728516
	Iteration 27Q: 3 clusters Score -3077296 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3077400.500000 Penalty: 5119.728516
	Iteration 28Q: 3 clusters Score -3077400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3077458.250000 Penalty: 5119.728516
	Iteration 29Q: 3 clusters Score -3077458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3077492.750000 Penalty: 5119.728516
	Iteration 30Q: 3 clusters Score -3077493 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3077492.750000 Penalty: 5119.728516
	Iteration 31Q: 3 clusters Score -3077493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3077509.750000 Penalty: 5119.728516
	Iteration 32Q: 3 clusters Score -3077510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3077523.750000 Penalty: 5119.728516
	Iteration 33Q: 3 clusters Score -3077524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3077523.250000 Penalty: 5119.728516
	Iteration 34Q: 3 clusters Score -3077523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3077530.000000 Penalty: 5119.728516
	Iteration 35Q: 3 clusters Score -3077530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3077530.000000 Penalty: 5119.728516
	Iteration 36Q: 3 clusters Score -3077530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3077536.000000 Penalty: 5119.728516
	Iteration 37Q: 3 clusters Score -3077536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3077532.750000 Penalty: 5119.728516
	Iteration 38Q: 3 clusters Score -3077533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3077534.250000 Penalty: 5119.728516
	Iteration 39Q: 3 clusters Score -3077534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3077534.500000 Penalty: 5119.728516
	Iteration 40F: 3 clusters Score -3077534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3077535.750000 Penalty: 5119.728516
	Iteration 41Q: 3 clusters Score -3077536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3077533.750000 Penalty: 5119.728516
	Iteration 42Q: 3 clusters Score -3077534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3077531.500000 Penalty: 5119.728516
	Iteration 43Q: 3 clusters Score -3077532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3077526.250000 Penalty: 5119.728516
	Iteration 44Q: 3 clusters Score -3077526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3077524.500000 Penalty: 5119.728516
	Iteration 45Q: 3 clusters Score -3077524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3077524.750000 Penalty: 5119.728516
	Iteration 46Q: 3 clusters Score -3077525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3077524.750000 Penalty: 5119.728516
	Iteration 47F: 3 clusters Score -3077525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 22006 members 
Mstep: Class 29 contains 181755 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 62317 members 
Mstep: Class 32 contains 18412 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 20753 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 8895 members 
Mstep: Class 38 contains 29898 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 21408 members 
Mstep: Class 42 contains 12991 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 22682 members 
Mstep: Class 46 contains 17138 members 
Mstep: Class 47 contains 6136 members 
Mstep: Class 48 contains 28839 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 7476 members 
Mstep: Class 51 contains 13055 members 
Mstep: Class 52 contains 28046 members 
Mstep: Class 53 contains 876 members 
Mstep: Class 54 contains 6027 members 
Mstep: Class 55 contains 10700 members 
Mstep: Class 56 contains 7590 members 
Mstep: Class 57 contains 5256 members 
Mstep: Class 58 contains 6278 members 
Mstep: Class 59 contains 19682 members 
Mstep: Class 60 contains 3809 members 
Mstep: Class 61 contains 9642 members 
Entering Unmasked Estep 
Score: -211945280.000000 Penalty: 219178.453125
Splitting cluster 35 changes total score from -211770528.000000 to -211945280.000000
So it's getting split into cluster 61.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 97302 members 
Mstep: Class 4 contains 80391 members 
Mstep: Class 5 contains 17840 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 266270 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 118497 members 
Mstep: Class 18 contains 21535 members 
Mstep: Class 19 contains 27695 members 
Mstep: Class 20 contains 5464 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 62830 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 899 members 
Mstep: Class 25 contains 43484 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 22006 members 
Mstep: Class 29 contains 181755 members 
Mstep: Class 30 contains 44166 members 
Mstep: Class 31 contains 62317 members 
Mstep: Class 32 contains 18412 members 
Mstep: Class 33 contains 120541 members 
Mstep: Class 34 contains 149760 members 
Mstep: Class 35 contains 20753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211994448.000000 Penalty: 219178.453125
Iteration 79Q: 62 clusters Score -2.119944e+08 nChanged 64901
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 98488 members 
Mstep: Class 4 contains 81586 members 
Mstep: Class 5 contains 18463 members 
Mstep: Class 6 contains 62405 members 
Mstep: Class 7 contains 9606 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 21809 members 
Mstep: Class 11 contains 8171 members 
Mstep: Class 12 contains 266993 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 7674 members 
Mstep: Class 15 contains 32879 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 114998 members 
Mstep: Class 18 contains 21280 members 
Mstep: Class 19 contains 28882 members 
Mstep: Class 20 contains 5470 members 
Mstep: Class 21 contains 33964 members 
Mstep: Class 22 contains 64299 members 
Mstep: Class 23 contains 36676 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 43271 members 
Mstep: Class 26 contains 7960 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 21882 members 
Mstep: Class 29 contains 183928 members 
Mstep: Class 30 contains 46713 members 
Mstep: Class 31 contains 62008 members 
Mstep: Class 32 contains 18270 members 
Mstep: Class 33 contains 121746 members 
Mstep: Class 34 contains 150243 members 
Mstep: Class 35 contains 22391 members 
Mstep: Class 36 contains 16717 members 
Mstep: Class 37 contains 8704 members 
Mstep: Class 38 contains 29103 members 
Mstep: Class 39 contains 5468 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 20211 members 
Mstep: Class 42 contains 12019 members 
Mstep: Class 43 contains 7543 members 
Mstep: Class 44 contains 6303 members 
Mstep: Class 45 contains 21483 members 
Mstep: Class 46 contains 15190 members 
Mstep: Class 47 contains 6030 members 
Mstep: Class 48 contains 27450 members 
Mstep: Class 49 contains 12107 members 
Mstep: Class 50 contains 7073 members 
Mstep: Class 51 contains 12689 members 
Mstep: Class 52 contains 27234 members 
Mstep: Class 53 contains 838 members 
Mstep: Class 54 contains 5935 members 
Mstep: Class 55 contains 9274 members 
Mstep: Class 56 contains 7640 members 
Mstep: Class 57 contains 4877 members 
Mstep: Class 58 contains 6261 members 
Mstep: Class 59 contains 18976 members 
Mstep: Class 60 contains 3866 members 
Mstep: Class 61 contains 8797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212039216.000000 Penalty: 219178.453125
Iteration 80F: 62 clusters Score -2.120392e+08 nChanged 53444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2796 members 
Mstep: Class 3 contains 97243 members 
Mstep: Class 4 contains 81909 members 
Mstep: Class 5 contains 17759 members 
Mstep: Class 6 contains 61704 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 8 contains 16433 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 264640 members 
Mstep: Class 13 contains 10871 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 33167 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 112018 members 
Mstep: Class 18 contains 21215 members 
Mstep: Class 19 contains 28413 members 
Mstep: Class 20 contains 5475 members 
Mstep: Class 21 contains 33408 members 
Mstep: Class 22 contains 64621 members 
Mstep: Class 23 contains 34889 members 
Mstep: Class 24 contains 897 members 
Mstep: Class 25 contains 42504 members 
Mstep: Class 26 contains 7416 members 
Mstep: Class 27 contains 8746 members 
Mstep: Class 28 contains 21266 members 
Mstep: Class 29 contains 181945 members 
Mstep: Class 30 contains 46677 members 
Mstep: Class 31 contains 61274 members 
Mstep: Class 32 contains 17552 members 
Mstep: Class 33 contains 122428 members 
Mstep: Class 34 contains 149203 members 
Mstep: Class 35 contains 22781 members 
Mstep: Class 36 contains 16639 members 
Mstep: Class 37 contains 8729 members 
Mstep: Class 38 contains 29237 members 
Mstep: Class 39 contains 5663 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 20928 members 
Mstep: Class 42 contains 12272 members 
Mstep: Class 43 contains 8431 members 
Mstep: Class 44 contains 6620 members 
Mstep: Class 45 contains 21939 members 
Mstep: Class 46 contains 15334 members 
Mstep: Class 47 contains 7279 members 
Mstep: Class 48 contains 30093 members 
Mstep: Class 49 contains 12285 members 
Mstep: Class 50 contains 7548 members 
Mstep: Class 51 contains 13018 members 
Mstep: Class 52 contains 28047 members 
Mstep: Class 53 contains 855 members 
Mstep: Class 54 contains 7441 members 
Mstep: Class 55 contains 9008 members 
Mstep: Class 56 contains 7660 members 
Mstep: Class 57 contains 5149 members 
Mstep: Class 58 contains 8753 members 
Mstep: Class 59 contains 20542 members 
Mstep: Class 60 contains 4922 members 
Mstep: Class 61 contains 9606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212060208.000000 Penalty: 219178.453125
Iteration 81Q: 62 clusters Score -2.120602e+08 nChanged 32836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 96218 members 
Mstep: Class 4 contains 82121 members 
Mstep: Class 5 contains 17168 members 
Mstep: Class 6 contains 61274 members 
Mstep: Class 7 contains 9109 members 
Mstep: Class 8 contains 16629 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 21494 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 262562 members 
Mstep: Class 13 contains 10883 members 
Mstep: Class 14 contains 7778 members 
Mstep: Class 15 contains 33400 members 
Mstep: Class 16 contains 9774 members 
Mstep: Class 17 contains 109622 members 
Mstep: Class 18 contains 21126 members 
Mstep: Class 19 contains 28152 members 
Mstep: Class 20 contains 5532 members 
Mstep: Class 21 contains 33026 members 
Mstep: Class 22 contains 64918 members 
Mstep: Class 23 contains 33557 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 42176 members 
Mstep: Class 26 contains 7046 members 
Mstep: Class 27 contains 8727 members 
Mstep: Class 28 contains 20935 members 
Mstep: Class 29 contains 181058 members 
Mstep: Class 30 contains 47035 members 
Mstep: Class 31 contains 60843 members 
Mstep: Class 32 contains 17461 members 
Mstep: Class 33 contains 122953 members 
Mstep: Class 34 contains 148443 members 
Mstep: Class 35 contains 23232 members 
Mstep: Class 36 contains 16564 members 
Mstep: Class 37 contains 8706 members 
Mstep: Class 38 contains 29316 members 
Mstep: Class 39 contains 5795 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 21317 members 
Mstep: Class 42 contains 12308 members 
Mstep: Class 43 contains 8987 members 
Mstep: Class 44 contains 6795 members 
Mstep: Class 45 contains 22314 members 
Mstep: Class 46 contains 15227 members 
Mstep: Class 47 contains 8015 members 
Mstep: Class 48 contains 31940 members 
Mstep: Class 49 contains 12308 members 
Mstep: Class 50 contains 7878 members 
Mstep: Class 51 contains 13254 members 
Mstep: Class 52 contains 28471 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 8157 members 
Mstep: Class 55 contains 8697 members 
Mstep: Class 56 contains 7646 members 
Mstep: Class 57 contains 5224 members 
Mstep: Class 58 contains 10596 members 
Mstep: Class 59 contains 21531 members 
Mstep: Class 60 contains 5559 members 
Mstep: Class 61 contains 10030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212071168.000000 Penalty: 219178.453125
Iteration 82Q: 62 clusters Score -2.120712e+08 nChanged 24915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 95319 members 
Mstep: Class 4 contains 82300 members 
Mstep: Class 5 contains 16650 members 
Mstep: Class 6 contains 60916 members 
Mstep: Class 7 contains 9273 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 21476 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 260831 members 
Mstep: Class 13 contains 10945 members 
Mstep: Class 14 contains 7841 members 
Mstep: Class 15 contains 33561 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 107489 members 
Mstep: Class 18 contains 21044 members 
Mstep: Class 19 contains 27923 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 32702 members 
Mstep: Class 22 contains 65156 members 
Mstep: Class 23 contains 32490 members 
Mstep: Class 24 contains 897 members 
Mstep: Class 25 contains 42026 members 
Mstep: Class 26 contains 6725 members 
Mstep: Class 27 contains 8733 members 
Mstep: Class 28 contains 20720 members 
Mstep: Class 29 contains 180435 members 
Mstep: Class 30 contains 47519 members 
Mstep: Class 31 contains 60560 members 
Mstep: Class 32 contains 17490 members 
Mstep: Class 33 contains 123325 members 
Mstep: Class 34 contains 147840 members 
Mstep: Class 35 contains 23600 members 
Mstep: Class 36 contains 16481 members 
Mstep: Class 37 contains 8706 members 
Mstep: Class 38 contains 29382 members 
Mstep: Class 39 contains 5887 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 21616 members 
Mstep: Class 42 contains 12248 members 
Mstep: Class 43 contains 9461 members 
Mstep: Class 44 contains 6896 members 
Mstep: Class 45 contains 22723 members 
Mstep: Class 46 contains 15090 members 
Mstep: Class 47 contains 8486 members 
Mstep: Class 48 contains 33544 members 
Mstep: Class 49 contains 12361 members 
Mstep: Class 50 contains 8188 members 
Mstep: Class 51 contains 13483 members 
Mstep: Class 52 contains 28846 members 
Mstep: Class 53 contains 858 members 
Mstep: Class 54 contains 8579 members 
Mstep: Class 55 contains 8382 members 
Mstep: Class 56 contains 7635 members 
Mstep: Class 57 contains 5225 members 
Mstep: Class 58 contains 12044 members 
Mstep: Class 59 contains 22284 members 
Mstep: Class 60 contains 6014 members 
Mstep: Class 61 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212079008.000000 Penalty: 219178.453125
Iteration 83Q: 62 clusters Score -2.12079e+08 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 94515 members 
Mstep: Class 4 contains 82454 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 60616 members 
Mstep: Class 7 contains 9415 members 
Mstep: Class 8 contains 16876 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 21502 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 259355 members 
Mstep: Class 13 contains 11024 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 33667 members 
Mstep: Class 16 contains 9576 members 
Mstep: Class 17 contains 105670 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 27651 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 32440 members 
Mstep: Class 22 contains 65289 members 
Mstep: Class 23 contains 31542 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 41920 members 
Mstep: Class 26 contains 6469 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 20550 members 
Mstep: Class 29 contains 180093 members 
Mstep: Class 30 contains 47894 members 
Mstep: Class 31 contains 60390 members 
Mstep: Class 32 contains 17568 members 
Mstep: Class 33 contains 123633 members 
Mstep: Class 34 contains 147374 members 
Mstep: Class 35 contains 23958 members 
Mstep: Class 36 contains 16390 members 
Mstep: Class 37 contains 8722 members 
Mstep: Class 38 contains 29402 members 
Mstep: Class 39 contains 5969 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 21909 members 
Mstep: Class 42 contains 12138 members 
Mstep: Class 43 contains 9846 members 
Mstep: Class 44 contains 6997 members 
Mstep: Class 45 contains 23198 members 
Mstep: Class 46 contains 14993 members 
Mstep: Class 47 contains 8790 members 
Mstep: Class 48 contains 34895 members 
Mstep: Class 49 contains 12373 members 
Mstep: Class 50 contains 8430 members 
Mstep: Class 51 contains 13745 members 
Mstep: Class 52 contains 29222 members 
Mstep: Class 53 contains 858 members 
Mstep: Class 54 contains 8830 members 
Mstep: Class 55 contains 8124 members 
Mstep: Class 56 contains 7641 members 
Mstep: Class 57 contains 5233 members 
Mstep: Class 58 contains 13209 members 
Mstep: Class 59 contains 22907 members 
Mstep: Class 60 contains 6348 members 
Mstep: Class 61 contains 10535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212083840.000000 Penalty: 219178.453125
Iteration 84Q: 62 clusters Score -2.120838e+08 nChanged 17076
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 93859 members 
Mstep: Class 4 contains 82567 members 
Mstep: Class 5 contains 15734 members 
Mstep: Class 6 contains 60402 members 
Mstep: Class 7 contains 9573 members 
Mstep: Class 8 contains 16966 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 21559 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 258157 members 
Mstep: Class 13 contains 11102 members 
Mstep: Class 14 contains 7948 members 
Mstep: Class 15 contains 33751 members 
Mstep: Class 16 contains 9515 members 
Mstep: Class 17 contains 104008 members 
Mstep: Class 18 contains 20894 members 
Mstep: Class 19 contains 27379 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 32213 members 
Mstep: Class 22 contains 65352 members 
Mstep: Class 23 contains 30680 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 41834 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 8785 members 
Mstep: Class 28 contains 20387 members 
Mstep: Class 29 contains 179894 members 
Mstep: Class 30 contains 48243 members 
Mstep: Class 31 contains 60269 members 
Mstep: Class 32 contains 17588 members 
Mstep: Class 33 contains 123950 members 
Mstep: Class 34 contains 147003 members 
Mstep: Class 35 contains 24296 members 
Mstep: Class 36 contains 16284 members 
Mstep: Class 37 contains 8726 members 
Mstep: Class 38 contains 29392 members 
Mstep: Class 39 contains 6049 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 22155 members 
Mstep: Class 42 contains 12016 members 
Mstep: Class 43 contains 10154 members 
Mstep: Class 44 contains 7107 members 
Mstep: Class 45 contains 23700 members 
Mstep: Class 46 contains 14893 members 
Mstep: Class 47 contains 9008 members 
Mstep: Class 48 contains 36107 members 
Mstep: Class 49 contains 12377 members 
Mstep: Class 50 contains 8663 members 
Mstep: Class 51 contains 14019 members 
Mstep: Class 52 contains 29604 members 
Mstep: Class 53 contains 862 members 
Mstep: Class 54 contains 9018 members 
Mstep: Class 55 contains 7912 members 
Mstep: Class 56 contains 7661 members 
Mstep: Class 57 contains 5230 members 
Mstep: Class 58 contains 14013 members 
Mstep: Class 59 contains 23455 members 
Mstep: Class 60 contains 6588 members 
Mstep: Class 61 contains 10688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212089408.000000 Penalty: 219178.453125
Iteration 85Q: 62 clusters Score -2.120894e+08 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 93229 members 
Mstep: Class 4 contains 82645 members 
Mstep: Class 5 contains 15391 members 
Mstep: Class 6 contains 60231 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 17027 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 21645 members 
Mstep: Class 11 contains 8271 members 
Mstep: Class 12 contains 257261 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 8017 members 
Mstep: Class 15 contains 33788 members 
Mstep: Class 16 contains 9466 members 
Mstep: Class 17 contains 102505 members 
Mstep: Class 18 contains 20829 members 
Mstep: Class 19 contains 27139 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 31988 members 
Mstep: Class 22 contains 65295 members 
Mstep: Class 23 contains 29907 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 41767 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 20259 members 
Mstep: Class 29 contains 179665 members 
Mstep: Class 30 contains 48448 members 
Mstep: Class 31 contains 60198 members 
Mstep: Class 32 contains 17614 members 
Mstep: Class 33 contains 124244 members 
Mstep: Class 34 contains 146709 members 
Mstep: Class 35 contains 24584 members 
Mstep: Class 36 contains 16164 members 
Mstep: Class 37 contains 8726 members 
Mstep: Class 38 contains 29368 members 
Mstep: Class 39 contains 6114 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 22319 members 
Mstep: Class 42 contains 11922 members 
Mstep: Class 43 contains 10409 members 
Mstep: Class 44 contains 7235 members 
Mstep: Class 45 contains 24373 members 
Mstep: Class 46 contains 14797 members 
Mstep: Class 47 contains 9187 members 
Mstep: Class 48 contains 37124 members 
Mstep: Class 49 contains 12437 members 
Mstep: Class 50 contains 8892 members 
Mstep: Class 51 contains 14337 members 
Mstep: Class 52 contains 29941 members 
Mstep: Class 53 contains 863 members 
Mstep: Class 54 contains 9214 members 
Mstep: Class 55 contains 7717 members 
Mstep: Class 56 contains 7688 members 
Mstep: Class 57 contains 5219 members 
Mstep: Class 58 contains 14587 members 
Mstep: Class 59 contains 23926 members 
Mstep: Class 60 contains 6778 members 
Mstep: Class 61 contains 10788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212092816.000000 Penalty: 219178.453125
Iteration 86Q: 62 clusters Score -2.120928e+08 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 92665 members 
Mstep: Class 4 contains 82710 members 
Mstep: Class 5 contains 15155 members 
Mstep: Class 6 contains 60094 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 8372 members 
Mstep: Class 12 contains 256560 members 
Mstep: Class 13 contains 11261 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 33814 members 
Mstep: Class 16 contains 9404 members 
Mstep: Class 17 contains 101061 members 
Mstep: Class 18 contains 20783 members 
Mstep: Class 19 contains 26914 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 31804 members 
Mstep: Class 22 contains 65217 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 41724 members 
Mstep: Class 26 contains 5885 members 
Mstep: Class 27 contains 8874 members 
Mstep: Class 28 contains 20148 members 
Mstep: Class 29 contains 179393 members 
Mstep: Class 30 contains 48534 members 
Mstep: Class 31 contains 60149 members 
Mstep: Class 32 contains 17582 members 
Mstep: Class 33 contains 124479 members 
Mstep: Class 34 contains 146481 members 
Mstep: Class 35 contains 24826 members 
Mstep: Class 36 contains 16061 members 
Mstep: Class 37 contains 8731 members 
Mstep: Class 38 contains 29347 members 
Mstep: Class 39 contains 6167 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 22416 members 
Mstep: Class 42 contains 11844 members 
Mstep: Class 43 contains 10604 members 
Mstep: Class 44 contains 7391 members 
Mstep: Class 45 contains 25214 members 
Mstep: Class 46 contains 14697 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 37945 members 
Mstep: Class 49 contains 12482 members 
Mstep: Class 50 contains 9138 members 
Mstep: Class 51 contains 14656 members 
Mstep: Class 52 contains 30258 members 
Mstep: Class 53 contains 862 members 
Mstep: Class 54 contains 9432 members 
Mstep: Class 55 contains 7532 members 
Mstep: Class 56 contains 7702 members 
Mstep: Class 57 contains 5212 members 
Mstep: Class 58 contains 15012 members 
Mstep: Class 59 contains 24357 members 
Mstep: Class 60 contains 6948 members 
Mstep: Class 61 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212096768.000000 Penalty: 219178.453125
Iteration 87Q: 62 clusters Score -2.120968e+08 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 92082 members 
Mstep: Class 4 contains 82765 members 
Mstep: Class 5 contains 14943 members 
Mstep: Class 6 contains 60023 members 
Mstep: Class 7 contains 9831 members 
Mstep: Class 8 contains 17081 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 21784 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 256043 members 
Mstep: Class 13 contains 11316 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 33815 members 
Mstep: Class 16 contains 9365 members 
Mstep: Class 17 contains 99648 members 
Mstep: Class 18 contains 20733 members 
Mstep: Class 19 contains 26670 members 
Mstep: Class 20 contains 5701 members 
Mstep: Class 21 contains 31624 members 
Mstep: Class 22 contains 65125 members 
Mstep: Class 23 contains 28634 members 
Mstep: Class 24 contains 900 members 
Mstep: Class 25 contains 41697 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 8910 members 
Mstep: Class 28 contains 20042 members 
Mstep: Class 29 contains 179202 members 
Mstep: Class 30 contains 48525 members 
Mstep: Class 31 contains 60123 members 
Mstep: Class 32 contains 17561 members 
Mstep: Class 33 contains 124685 members 
Mstep: Class 34 contains 146383 members 
Mstep: Class 35 contains 25103 members 
Mstep: Class 36 contains 15976 members 
Mstep: Class 37 contains 8742 members 
Mstep: Class 38 contains 29306 members 
Mstep: Class 39 contains 6207 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 22485 members 
Mstep: Class 42 contains 11781 members 
Mstep: Class 43 contains 10752 members 
Mstep: Class 44 contains 7525 members 
Mstep: Class 45 contains 26198 members 
Mstep: Class 46 contains 14619 members 
Mstep: Class 47 contains 9432 members 
Mstep: Class 48 contains 38581 members 
Mstep: Class 49 contains 12533 members 
Mstep: Class 50 contains 9404 members 
Mstep: Class 51 contains 14911 members 
Mstep: Class 52 contains 30537 members 
Mstep: Class 53 contains 859 members 
Mstep: Class 54 contains 9622 members 
Mstep: Class 55 contains 7367 members 
Mstep: Class 56 contains 7715 members 
Mstep: Class 57 contains 5197 members 
Mstep: Class 58 contains 15303 members 
Mstep: Class 59 contains 24739 members 
Mstep: Class 60 contains 7097 members 
Mstep: Class 61 contains 10908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212099872.000000 Penalty: 219178.453125
Iteration 88Q: 62 clusters Score -2.120999e+08 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 91542 members 
Mstep: Class 4 contains 82794 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 59970 members 
Mstep: Class 7 contains 9859 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 21852 members 
Mstep: Class 11 contains 8653 members 
Mstep: Class 12 contains 255648 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 8311 members 
Mstep: Class 15 contains 33819 members 
Mstep: Class 16 contains 9338 members 
Mstep: Class 17 contains 98200 members 
Mstep: Class 18 contains 20698 members 
Mstep: Class 19 contains 26452 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 31486 members 
Mstep: Class 22 contains 65187 members 
Mstep: Class 23 contains 28076 members 
Mstep: Class 24 contains 901 members 
Mstep: Class 25 contains 41636 members 
Mstep: Class 26 contains 5656 members 
Mstep: Class 27 contains 8962 members 
Mstep: Class 28 contains 19934 members 
Mstep: Class 29 contains 179055 members 
Mstep: Class 30 contains 48466 members 
Mstep: Class 31 contains 60131 members 
Mstep: Class 32 contains 17551 members 
Mstep: Class 33 contains 124874 members 
Mstep: Class 34 contains 146305 members 
Mstep: Class 35 contains 25320 members 
Mstep: Class 36 contains 15904 members 
Mstep: Class 37 contains 8744 members 
Mstep: Class 38 contains 29271 members 
Mstep: Class 39 contains 6240 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22553 members 
Mstep: Class 42 contains 11705 members 
Mstep: Class 43 contains 10896 members 
Mstep: Class 44 contains 7687 members 
Mstep: Class 45 contains 27091 members 
Mstep: Class 46 contains 14554 members 
Mstep: Class 47 contains 9515 members 
Mstep: Class 48 contains 39144 members 
Mstep: Class 49 contains 12590 members 
Mstep: Class 50 contains 9720 members 
Mstep: Class 51 contains 15137 members 
Mstep: Class 52 contains 30779 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 9809 members 
Mstep: Class 55 contains 7225 members 
Mstep: Class 56 contains 7730 members 
Mstep: Class 57 contains 5162 members 
Mstep: Class 58 contains 15486 members 
Mstep: Class 59 contains 25044 members 
Mstep: Class 60 contains 7221 members 
Mstep: Class 61 contains 10935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212101056.000000 Penalty: 219178.453125
Iteration 89Q: 62 clusters Score -2.121011e+08 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 91048 members 
Mstep: Class 4 contains 82818 members 
Mstep: Class 5 contains 14661 members 
Mstep: Class 6 contains 59927 members 
Mstep: Class 7 contains 9888 members 
Mstep: Class 8 contains 17141 members 
Mstep: Class 9 contains 7346 members 
Mstep: Class 10 contains 21895 members 
Mstep: Class 11 contains 8772 members 
Mstep: Class 12 contains 255334 members 
Mstep: Class 13 contains 11424 members 
Mstep: Class 14 contains 8438 members 
Mstep: Class 15 contains 33821 members 
Mstep: Class 16 contains 9280 members 
Mstep: Class 17 contains 96812 members 
Mstep: Class 18 contains 20672 members 
Mstep: Class 19 contains 26286 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 31377 members 
Mstep: Class 22 contains 65317 members 
Mstep: Class 23 contains 27539 members 
Mstep: Class 24 contains 902 members 
Mstep: Class 25 contains 41586 members 
Mstep: Class 26 contains 5567 members 
Mstep: Class 27 contains 9040 members 
Mstep: Class 28 contains 19837 members 
Mstep: Class 29 contains 179021 members 
Mstep: Class 30 contains 48451 members 
Mstep: Class 31 contains 60173 members 
Mstep: Class 32 contains 17541 members 
Mstep: Class 33 contains 125055 members 
Mstep: Class 34 contains 146209 members 
Mstep: Class 35 contains 25514 members 
Mstep: Class 36 contains 15848 members 
Mstep: Class 37 contains 8746 members 
Mstep: Class 38 contains 29203 members 
Mstep: Class 39 contains 6280 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22612 members 
Mstep: Class 42 contains 11555 members 
Mstep: Class 43 contains 11025 members 
Mstep: Class 44 contains 7850 members 
Mstep: Class 45 contains 27826 members 
Mstep: Class 46 contains 14496 members 
Mstep: Class 47 contains 9583 members 
Mstep: Class 48 contains 39614 members 
Mstep: Class 49 contains 12627 members 
Mstep: Class 50 contains 10060 members 
Mstep: Class 51 contains 15384 members 
Mstep: Class 52 contains 31024 members 
Mstep: Class 53 contains 855 members 
Mstep: Class 54 contains 9946 members 
Mstep: Class 55 contains 7100 members 
Mstep: Class 56 contains 7748 members 
Mstep: Class 57 contains 5143 members 
Mstep: Class 58 contains 15588 members 
Mstep: Class 59 contains 25288 members 
Mstep: Class 60 contains 7321 members 
Mstep: Class 61 contains 10956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212103808.000000 Penalty: 219178.453125
Iteration 90Q: 62 clusters Score -2.121038e+08 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 90485 members 
Mstep: Class 4 contains 82826 members 
Mstep: Class 5 contains 14561 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 9923 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 21933 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 255137 members 
Mstep: Class 13 contains 11463 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 33845 members 
Mstep: Class 16 contains 9234 members 
Mstep: Class 17 contains 95435 members 
Mstep: Class 18 contains 20645 members 
Mstep: Class 19 contains 26141 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 31275 members 
Mstep: Class 22 contains 65610 members 
Mstep: Class 23 contains 26995 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41550 members 
Mstep: Class 26 contains 5483 members 
Mstep: Class 27 contains 9114 members 
Mstep: Class 28 contains 19749 members 
Mstep: Class 29 contains 179027 members 
Mstep: Class 30 contains 48392 members 
Mstep: Class 31 contains 60240 members 
Mstep: Class 32 contains 17531 members 
Mstep: Class 33 contains 125241 members 
Mstep: Class 34 contains 146174 members 
Mstep: Class 35 contains 25723 members 
Mstep: Class 36 contains 15785 members 
Mstep: Class 37 contains 8753 members 
Mstep: Class 38 contains 29115 members 
Mstep: Class 39 contains 6328 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22649 members 
Mstep: Class 42 contains 11441 members 
Mstep: Class 43 contains 11111 members 
Mstep: Class 44 contains 8031 members 
Mstep: Class 45 contains 28409 members 
Mstep: Class 46 contains 14420 members 
Mstep: Class 47 contains 9642 members 
Mstep: Class 48 contains 39975 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 10425 members 
Mstep: Class 51 contains 15625 members 
Mstep: Class 52 contains 31259 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 10054 members 
Mstep: Class 55 contains 6988 members 
Mstep: Class 56 contains 7769 members 
Mstep: Class 57 contains 5093 members 
Mstep: Class 58 contains 15592 members 
Mstep: Class 59 contains 25545 members 
Mstep: Class 60 contains 7405 members 
Mstep: Class 61 contains 10970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212105520.000000 Penalty: 219178.453125
Iteration 91Q: 62 clusters Score -2.121055e+08 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 89910 members 
Mstep: Class 4 contains 82826 members 
Mstep: Class 5 contains 14479 members 
Mstep: Class 6 contains 59881 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 8 contains 17183 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 22000 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 255009 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 8877 members 
Mstep: Class 15 contains 33874 members 
Mstep: Class 16 contains 9206 members 
Mstep: Class 17 contains 94082 members 
Mstep: Class 18 contains 20620 members 
Mstep: Class 19 contains 26025 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 31170 members 
Mstep: Class 22 contains 66015 members 
Mstep: Class 23 contains 26460 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41532 members 
Mstep: Class 26 contains 5410 members 
Mstep: Class 27 contains 9178 members 
Mstep: Class 28 contains 19711 members 
Mstep: Class 29 contains 179017 members 
Mstep: Class 30 contains 48194 members 
Mstep: Class 31 contains 60342 members 
Mstep: Class 32 contains 17491 members 
Mstep: Class 33 contains 125435 members 
Mstep: Class 34 contains 146106 members 
Mstep: Class 35 contains 25886 members 
Mstep: Class 36 contains 15732 members 
Mstep: Class 37 contains 8757 members 
Mstep: Class 38 contains 29041 members 
Mstep: Class 39 contains 6380 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22682 members 
Mstep: Class 42 contains 11333 members 
Mstep: Class 43 contains 11164 members 
Mstep: Class 44 contains 8182 members 
Mstep: Class 45 contains 28895 members 
Mstep: Class 46 contains 14322 members 
Mstep: Class 47 contains 9692 members 
Mstep: Class 48 contains 40249 members 
Mstep: Class 49 contains 12782 members 
Mstep: Class 50 contains 10783 members 
Mstep: Class 51 contains 15894 members 
Mstep: Class 52 contains 31524 members 
Mstep: Class 53 contains 854 members 
Mstep: Class 54 contains 10139 members 
Mstep: Class 55 contains 6906 members 
Mstep: Class 56 contains 7798 members 
Mstep: Class 57 contains 5039 members 
Mstep: Class 58 contains 15563 members 
Mstep: Class 59 contains 25800 members 
Mstep: Class 60 contains 7482 members 
Mstep: Class 61 contains 10998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212108624.000000 Penalty: 219178.453125
Iteration 92Q: 62 clusters Score -2.121086e+08 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 89459 members 
Mstep: Class 4 contains 82843 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 59851 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 254990 members 
Mstep: Class 13 contains 11516 members 
Mstep: Class 14 contains 9381 members 
Mstep: Class 15 contains 33916 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 18 contains 20596 members 
Mstep: Class 19 contains 25916 members 
Mstep: Class 20 contains 5740 members 
Mstep: Class 21 contains 31086 members 
Mstep: Class 22 contains 66480 members 
Mstep: Class 23 contains 25972 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41527 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 9206 members 
Mstep: Class 28 contains 19688 members 
Mstep: Class 29 contains 178989 members 
Mstep: Class 30 contains 47758 members 
Mstep: Class 31 contains 60447 members 
Mstep: Class 32 contains 17422 members 
Mstep: Class 33 contains 125649 members 
Mstep: Class 34 contains 146030 members 
Mstep: Class 35 contains 26012 members 
Mstep: Class 36 contains 15684 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 28970 members 
Mstep: Class 39 contains 6462 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22697 members 
Mstep: Class 42 contains 11244 members 
Mstep: Class 43 contains 11233 members 
Mstep: Class 44 contains 8322 members 
Mstep: Class 45 contains 29264 members 
Mstep: Class 46 contains 14240 members 
Mstep: Class 47 contains 9745 members 
Mstep: Class 48 contains 40478 members 
Mstep: Class 49 contains 12828 members 
Mstep: Class 50 contains 11065 members 
Mstep: Class 51 contains 16129 members 
Mstep: Class 52 contains 31787 members 
Mstep: Class 53 contains 855 members 
Mstep: Class 54 contains 10223 members 
Mstep: Class 55 contains 6854 members 
Mstep: Class 56 contains 7826 members 
Mstep: Class 57 contains 4978 members 
Mstep: Class 58 contains 15472 members 
Mstep: Class 59 contains 26037 members 
Mstep: Class 60 contains 7543 members 
Mstep: Class 61 contains 11007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212110528.000000 Penalty: 219178.453125
Iteration 93Q: 62 clusters Score -2.121105e+08 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 89140 members 
Mstep: Class 4 contains 82839 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 59803 members 
Mstep: Class 7 contains 9960 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 22097 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 12 contains 254962 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 9767 members 
Mstep: Class 15 contains 33974 members 
Mstep: Class 16 contains 9163 members 
Mstep: Class 17 contains 91577 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 25793 members 
Mstep: Class 20 contains 5746 members 
Mstep: Class 21 contains 31021 members 
Mstep: Class 22 contains 67013 members 
Mstep: Class 23 contains 25513 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41505 members 
Mstep: Class 26 contains 5314 members 
Mstep: Class 27 contains 9229 members 
Mstep: Class 28 contains 19699 members 
Mstep: Class 29 contains 178983 members 
Mstep: Class 30 contains 47368 members 
Mstep: Class 31 contains 60565 members 
Mstep: Class 32 contains 17318 members 
Mstep: Class 33 contains 125829 members 
Mstep: Class 34 contains 145964 members 
Mstep: Class 35 contains 26144 members 
Mstep: Class 36 contains 15644 members 
Mstep: Class 37 contains 8761 members 
Mstep: Class 38 contains 28877 members 
Mstep: Class 39 contains 6514 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22716 members 
Mstep: Class 42 contains 11126 members 
Mstep: Class 43 contains 11296 members 
Mstep: Class 44 contains 8407 members 
Mstep: Class 45 contains 29603 members 
Mstep: Class 46 contains 14156 members 
Mstep: Class 47 contains 9773 members 
Mstep: Class 48 contains 40658 members 
Mstep: Class 49 contains 12868 members 
Mstep: Class 50 contains 11272 members 
Mstep: Class 51 contains 16355 members 
Mstep: Class 52 contains 32075 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 10308 members 
Mstep: Class 55 contains 6797 members 
Mstep: Class 56 contains 7847 members 
Mstep: Class 57 contains 4895 members 
Mstep: Class 58 contains 15426 members 
Mstep: Class 59 contains 26274 members 
Mstep: Class 60 contains 7603 members 
Mstep: Class 61 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212112240.000000 Penalty: 219178.453125
Iteration 94Q: 62 clusters Score -2.121122e+08 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 88914 members 
Mstep: Class 4 contains 82845 members 
Mstep: Class 5 contains 14298 members 
Mstep: Class 6 contains 59777 members 
Mstep: Class 7 contains 10018 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 7160 members 
Mstep: Class 10 contains 22148 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 254931 members 
Mstep: Class 13 contains 11562 members 
Mstep: Class 14 contains 9902 members 
Mstep: Class 15 contains 33997 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 90473 members 
Mstep: Class 18 contains 20560 members 
Mstep: Class 19 contains 25713 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 30959 members 
Mstep: Class 22 contains 67540 members 
Mstep: Class 23 contains 25041 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41487 members 
Mstep: Class 26 contains 5276 members 
Mstep: Class 27 contains 9263 members 
Mstep: Class 28 contains 19700 members 
Mstep: Class 29 contains 178990 members 
Mstep: Class 30 contains 47186 members 
Mstep: Class 31 contains 60705 members 
Mstep: Class 32 contains 17214 members 
Mstep: Class 33 contains 125988 members 
Mstep: Class 34 contains 145893 members 
Mstep: Class 35 contains 26274 members 
Mstep: Class 36 contains 15606 members 
Mstep: Class 37 contains 8763 members 
Mstep: Class 38 contains 28797 members 
Mstep: Class 39 contains 6557 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22726 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 11375 members 
Mstep: Class 44 contains 8477 members 
Mstep: Class 45 contains 29873 members 
Mstep: Class 46 contains 14086 members 
Mstep: Class 47 contains 9816 members 
Mstep: Class 48 contains 40800 members 
Mstep: Class 49 contains 12875 members 
Mstep: Class 50 contains 11423 members 
Mstep: Class 51 contains 16586 members 
Mstep: Class 52 contains 32332 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 10366 members 
Mstep: Class 55 contains 6741 members 
Mstep: Class 56 contains 7867 members 
Mstep: Class 57 contains 4813 members 
Mstep: Class 58 contains 15408 members 
Mstep: Class 59 contains 26477 members 
Mstep: Class 60 contains 7658 members 
Mstep: Class 61 contains 10987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212112912.000000 Penalty: 219178.453125
Iteration 95Q: 62 clusters Score -2.121129e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 88786 members 
Mstep: Class 4 contains 82854 members 
Mstep: Class 5 contains 14248 members 
Mstep: Class 6 contains 59738 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 7113 members 
Mstep: Class 10 contains 22190 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 254879 members 
Mstep: Class 13 contains 11589 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 34006 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 89406 members 
Mstep: Class 18 contains 20540 members 
Mstep: Class 19 contains 25649 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 30903 members 
Mstep: Class 22 contains 68113 members 
Mstep: Class 23 contains 24545 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41458 members 
Mstep: Class 26 contains 5244 members 
Mstep: Class 27 contains 9307 members 
Mstep: Class 28 contains 19702 members 
Mstep: Class 29 contains 179002 members 
Mstep: Class 30 contains 47090 members 
Mstep: Class 31 contains 60856 members 
Mstep: Class 32 contains 17149 members 
Mstep: Class 33 contains 126125 members 
Mstep: Class 34 contains 145822 members 
Mstep: Class 35 contains 26396 members 
Mstep: Class 36 contains 15578 members 
Mstep: Class 37 contains 8761 members 
Mstep: Class 38 contains 28696 members 
Mstep: Class 39 contains 6589 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22752 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 11433 members 
Mstep: Class 44 contains 8540 members 
Mstep: Class 45 contains 30081 members 
Mstep: Class 46 contains 14021 members 
Mstep: Class 47 contains 9829 members 
Mstep: Class 48 contains 40936 members 
Mstep: Class 49 contains 12901 members 
Mstep: Class 50 contains 11532 members 
Mstep: Class 51 contains 16812 members 
Mstep: Class 52 contains 32582 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 10426 members 
Mstep: Class 55 contains 6677 members 
Mstep: Class 56 contains 7882 members 
Mstep: Class 57 contains 4737 members 
Mstep: Class 58 contains 15426 members 
Mstep: Class 59 contains 26687 members 
Mstep: Class 60 contains 7695 members 
Mstep: Class 61 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212114176.000000 Penalty: 219178.453125
Iteration 96Q: 62 clusters Score -2.121142e+08 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 88646 members 
Mstep: Class 4 contains 82857 members 
Mstep: Class 5 contains 14218 members 
Mstep: Class 6 contains 59691 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 22233 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 254789 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 9976 members 
Mstep: Class 15 contains 34037 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 88362 members 
Mstep: Class 18 contains 20518 members 
Mstep: Class 19 contains 25582 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 30842 members 
Mstep: Class 22 contains 68752 members 
Mstep: Class 23 contains 24055 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41424 members 
Mstep: Class 26 contains 5218 members 
Mstep: Class 27 contains 9346 members 
Mstep: Class 28 contains 19712 members 
Mstep: Class 29 contains 179084 members 
Mstep: Class 30 contains 47064 members 
Mstep: Class 31 contains 61045 members 
Mstep: Class 32 contains 17045 members 
Mstep: Class 33 contains 126242 members 
Mstep: Class 34 contains 145719 members 
Mstep: Class 35 contains 26493 members 
Mstep: Class 36 contains 15547 members 
Mstep: Class 37 contains 8763 members 
Mstep: Class 38 contains 28623 members 
Mstep: Class 39 contains 6615 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22772 members 
Mstep: Class 42 contains 10930 members 
Mstep: Class 43 contains 11474 members 
Mstep: Class 44 contains 8593 members 
Mstep: Class 45 contains 30229 members 
Mstep: Class 46 contains 13951 members 
Mstep: Class 47 contains 9846 members 
Mstep: Class 48 contains 41062 members 
Mstep: Class 49 contains 12917 members 
Mstep: Class 50 contains 11621 members 
Mstep: Class 51 contains 17066 members 
Mstep: Class 52 contains 32802 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 10485 members 
Mstep: Class 55 contains 6626 members 
Mstep: Class 56 contains 7901 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 15449 members 
Mstep: Class 59 contains 26889 members 
Mstep: Class 60 contains 7724 members 
Mstep: Class 61 contains 11004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212115344.000000 Penalty: 219178.453125
Iteration 97Q: 62 clusters Score -2.121153e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 88500 members 
Mstep: Class 4 contains 82836 members 
Mstep: Class 5 contains 14184 members 
Mstep: Class 6 contains 59685 members 
Mstep: Class 7 contains 10114 members 
Mstep: Class 8 contains 17320 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 22277 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 254744 members 
Mstep: Class 13 contains 11634 members 
Mstep: Class 14 contains 10019 members 
Mstep: Class 15 contains 34064 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 87335 members 
Mstep: Class 18 contains 20500 members 
Mstep: Class 19 contains 25536 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 30790 members 
Mstep: Class 22 contains 69396 members 
Mstep: Class 23 contains 23562 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41403 members 
Mstep: Class 26 contains 5198 members 
Mstep: Class 27 contains 9386 members 
Mstep: Class 28 contains 19727 members 
Mstep: Class 29 contains 179163 members 
Mstep: Class 30 contains 47028 members 
Mstep: Class 31 contains 61243 members 
Mstep: Class 32 contains 16982 members 
Mstep: Class 33 contains 126329 members 
Mstep: Class 34 contains 145631 members 
Mstep: Class 35 contains 26556 members 
Mstep: Class 36 contains 15537 members 
Mstep: Class 37 contains 8771 members 
Mstep: Class 38 contains 28563 members 
Mstep: Class 39 contains 6633 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22779 members 
Mstep: Class 42 contains 10885 members 
Mstep: Class 43 contains 11492 members 
Mstep: Class 44 contains 8638 members 
Mstep: Class 45 contains 30361 members 
Mstep: Class 46 contains 13889 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 41174 members 
Mstep: Class 49 contains 12941 members 
Mstep: Class 50 contains 11697 members 
Mstep: Class 51 contains 17300 members 
Mstep: Class 52 contains 33003 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 10518 members 
Mstep: Class 55 contains 6592 members 
Mstep: Class 56 contains 7921 members 
Mstep: Class 57 contains 4599 members 
Mstep: Class 58 contains 15458 members 
Mstep: Class 59 contains 27094 members 
Mstep: Class 60 contains 7761 members 
Mstep: Class 61 contains 11001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212115472.000000 Penalty: 219178.453125
Iteration 98Q: 62 clusters Score -2.121155e+08 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 88360 members 
Mstep: Class 4 contains 82796 members 
Mstep: Class 5 contains 14154 members 
Mstep: Class 6 contains 59701 members 
Mstep: Class 7 contains 10137 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 6945 members 
Mstep: Class 10 contains 22321 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 254707 members 
Mstep: Class 13 contains 11654 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 86358 members 
Mstep: Class 18 contains 20478 members 
Mstep: Class 19 contains 25504 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 30740 members 
Mstep: Class 22 contains 70020 members 
Mstep: Class 23 contains 23093 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41394 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 19752 members 
Mstep: Class 29 contains 179278 members 
Mstep: Class 30 contains 46993 members 
Mstep: Class 31 contains 61471 members 
Mstep: Class 32 contains 16914 members 
Mstep: Class 33 contains 126425 members 
Mstep: Class 34 contains 145546 members 
Mstep: Class 35 contains 26622 members 
Mstep: Class 36 contains 15519 members 
Mstep: Class 37 contains 8772 members 
Mstep: Class 38 contains 28507 members 
Mstep: Class 39 contains 6666 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22776 members 
Mstep: Class 42 contains 10864 members 
Mstep: Class 43 contains 11499 members 
Mstep: Class 44 contains 8664 members 
Mstep: Class 45 contains 30466 members 
Mstep: Class 46 contains 13824 members 
Mstep: Class 47 contains 9864 members 
Mstep: Class 48 contains 41258 members 
Mstep: Class 49 contains 12964 members 
Mstep: Class 50 contains 11758 members 
Mstep: Class 51 contains 17498 members 
Mstep: Class 52 contains 33212 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 10540 members 
Mstep: Class 55 contains 6567 members 
Mstep: Class 56 contains 7937 members 
Mstep: Class 57 contains 4529 members 
Mstep: Class 58 contains 15470 members 
Mstep: Class 59 contains 27315 members 
Mstep: Class 60 contains 7775 members 
Mstep: Class 61 contains 11012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212116160.000000 Penalty: 219178.453125
Iteration 99Q: 62 clusters Score -2.121162e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 88258 members 
Mstep: Class 4 contains 82748 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 59687 members 
Mstep: Class 7 contains 10148 members 
Mstep: Class 8 contains 17354 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 22359 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 254664 members 
Mstep: Class 13 contains 11679 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 34065 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 85353 members 
Mstep: Class 18 contains 20460 members 
Mstep: Class 19 contains 25468 members 
Mstep: Class 20 contains 5747 members 
Mstep: Class 21 contains 30712 members 
Mstep: Class 22 contains 70735 members 
Mstep: Class 23 contains 22652 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 41383 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 19784 members 
Mstep: Class 29 contains 179417 members 
Mstep: Class 30 contains 46947 members 
Mstep: Class 31 contains 61684 members 
Mstep: Class 32 contains 16851 members 
Mstep: Class 33 contains 126515 members 
Mstep: Class 34 contains 145478 members 
Mstep: Class 35 contains 26672 members 
Mstep: Class 36 contains 15503 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 28455 members 
Mstep: Class 39 contains 6688 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22779 members 
Mstep: Class 42 contains 10842 members 
Mstep: Class 43 contains 11514 members 
Mstep: Class 44 contains 8707 members 
Mstep: Class 45 contains 30521 members 
Mstep: Class 46 contains 13760 members 
Mstep: Class 47 contains 9883 members 
Mstep: Class 48 contains 41335 members 
Mstep: Class 49 contains 12945 members 
Mstep: Class 50 contains 11804 members 
Mstep: Class 51 contains 17681 members 
Mstep: Class 52 contains 33403 members 
Mstep: Class 53 contains 856 members 
Mstep: Class 54 contains 10551 members 
Mstep: Class 55 contains 6547 members 
Mstep: Class 56 contains 7950 members 
Mstep: Class 57 contains 4448 members 
Mstep: Class 58 contains 15487 members 
Mstep: Class 59 contains 27515 members 
Mstep: Class 60 contains 7790 members 
Mstep: Class 61 contains 11018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212121184.000000 Penalty: 219178.453125
Iteration 100F: 62 clusters Score -2.121212e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 82692 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 59665 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 17365 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 22390 members 
Mstep: Class 11 contains 9107 members 
Mstep: Class 12 contains 254596 members 
Mstep: Class 13 contains 11698 members 
Mstep: Class 14 contains 10930 members 
Mstep: Class 15 contains 34053 members 
Mstep: Class 16 contains 9017 members 
Mstep: Class 17 contains 84340 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 25408 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 30681 members 
Mstep: Class 22 contains 71456 members 
Mstep: Class 23 contains 22185 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 41373 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 9448 members 
Mstep: Class 28 contains 19719 members 
Mstep: Class 29 contains 179470 members 
Mstep: Class 30 contains 46022 members 
Mstep: Class 31 contains 61950 members 
Mstep: Class 32 contains 16785 members 
Mstep: Class 33 contains 126613 members 
Mstep: Class 34 contains 145419 members 
Mstep: Class 35 contains 26726 members 
Mstep: Class 36 contains 15471 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 28387 members 
Mstep: Class 39 contains 6734 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22734 members 
Mstep: Class 42 contains 10876 members 
Mstep: Class 43 contains 11568 members 
Mstep: Class 44 contains 9088 members 
Mstep: Class 45 contains 30717 members 
Mstep: Class 46 contains 13697 members 
Mstep: Class 47 contains 9901 members 
Mstep: Class 48 contains 41409 members 
Mstep: Class 49 contains 12936 members 
Mstep: Class 50 contains 12587 members 
Mstep: Class 51 contains 17864 members 
Mstep: Class 52 contains 33581 members 
Mstep: Class 53 contains 853 members 
Mstep: Class 54 contains 10846 members 
Mstep: Class 55 contains 6410 members 
Mstep: Class 56 contains 7974 members 
Mstep: Class 57 contains 4424 members 
Mstep: Class 58 contains 15505 members 
Mstep: Class 59 contains 27711 members 
Mstep: Class 60 contains 7818 members 
Mstep: Class 61 contains 11013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212124336.000000 Penalty: 219178.453125
Iteration 101Q: 62 clusters Score -2.121243e+08 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 86489 members 
Mstep: Class 4 contains 82633 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 59684 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 17369 members 
Mstep: Class 9 contains 6805 members 
Mstep: Class 10 contains 22455 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 254526 members 
Mstep: Class 13 contains 11707 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 34092 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 83335 members 
Mstep: Class 18 contains 20408 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 30635 members 
Mstep: Class 22 contains 72272 members 
Mstep: Class 23 contains 21724 members 
Mstep: Class 24 contains 895 members 
Mstep: Class 25 contains 41412 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 9454 members 
Mstep: Class 28 contains 19638 members 
Mstep: Class 29 contains 179576 members 
Mstep: Class 30 contains 45481 members 
Mstep: Class 31 contains 62215 members 
Mstep: Class 32 contains 16625 members 
Mstep: Class 33 contains 126686 members 
Mstep: Class 34 contains 145342 members 
Mstep: Class 35 contains 26758 members 
Mstep: Class 36 contains 15426 members 
Mstep: Class 37 contains 8738 members 
Mstep: Class 38 contains 28344 members 
Mstep: Class 39 contains 6776 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22672 members 
Mstep: Class 42 contains 10874 members 
Mstep: Class 43 contains 11630 members 
Mstep: Class 44 contains 9430 members 
Mstep: Class 45 contains 30834 members 
Mstep: Class 46 contains 13633 members 
Mstep: Class 47 contains 9931 members 
Mstep: Class 48 contains 41470 members 
Mstep: Class 49 contains 12948 members 
Mstep: Class 50 contains 13443 members 
Mstep: Class 51 contains 18032 members 
Mstep: Class 52 contains 33808 members 
Mstep: Class 53 contains 849 members 
Mstep: Class 54 contains 11133 members 
Mstep: Class 55 contains 6280 members 
Mstep: Class 56 contains 8000 members 
Mstep: Class 57 contains 4390 members 
Mstep: Class 58 contains 15524 members 
Mstep: Class 59 contains 27937 members 
Mstep: Class 60 contains 7854 members 
Mstep: Class 61 contains 11006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212126672.000000 Penalty: 219178.453125
Iteration 102Q: 62 clusters Score -2.121267e+08 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 85572 members 
Mstep: Class 4 contains 82557 members 
Mstep: Class 5 contains 14009 members 
Mstep: Class 6 contains 59708 members 
Mstep: Class 7 contains 9501 members 
Mstep: Class 8 contains 17367 members 
Mstep: Class 9 contains 6788 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 11 contains 9208 members 
Mstep: Class 12 contains 254491 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 34131 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 82323 members 
Mstep: Class 18 contains 20388 members 
Mstep: Class 19 contains 25318 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 30570 members 
Mstep: Class 22 contains 73143 members 
Mstep: Class 23 contains 21253 members 
Mstep: Class 24 contains 891 members 
Mstep: Class 25 contains 41466 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 9458 members 
Mstep: Class 28 contains 19555 members 
Mstep: Class 29 contains 179714 members 
Mstep: Class 30 contains 45171 members 
Mstep: Class 31 contains 62472 members 
Mstep: Class 32 contains 16471 members 
Mstep: Class 33 contains 126750 members 
Mstep: Class 34 contains 145255 members 
Mstep: Class 35 contains 26824 members 
Mstep: Class 36 contains 15395 members 
Mstep: Class 37 contains 8730 members 
Mstep: Class 38 contains 28302 members 
Mstep: Class 39 contains 6811 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22601 members 
Mstep: Class 42 contains 10826 members 
Mstep: Class 43 contains 11709 members 
Mstep: Class 44 contains 9734 members 
Mstep: Class 45 contains 30870 members 
Mstep: Class 46 contains 13567 members 
Mstep: Class 47 contains 9943 members 
Mstep: Class 48 contains 41530 members 
Mstep: Class 49 contains 12933 members 
Mstep: Class 50 contains 14279 members 
Mstep: Class 51 contains 18222 members 
Mstep: Class 52 contains 34028 members 
Mstep: Class 53 contains 849 members 
Mstep: Class 54 contains 11352 members 
Mstep: Class 55 contains 6157 members 
Mstep: Class 56 contains 8024 members 
Mstep: Class 57 contains 4335 members 
Mstep: Class 58 contains 15530 members 
Mstep: Class 59 contains 28170 members 
Mstep: Class 60 contains 7873 members 
Mstep: Class 61 contains 11018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212128320.000000 Penalty: 219178.453125
Iteration 103Q: 62 clusters Score -2.121283e+08 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 84789 members 
Mstep: Class 4 contains 82489 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 6 contains 59759 members 
Mstep: Class 7 contains 9350 members 
Mstep: Class 8 contains 17379 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 22578 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 254452 members 
Mstep: Class 13 contains 11749 members 
Mstep: Class 14 contains 11641 members 
Mstep: Class 15 contains 34177 members 
Mstep: Class 16 contains 8901 members 
Mstep: Class 17 contains 81287 members 
Mstep: Class 18 contains 20363 members 
Mstep: Class 19 contains 25291 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 30502 members 
Mstep: Class 22 contains 74077 members 
Mstep: Class 23 contains 20790 members 
Mstep: Class 24 contains 890 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 9461 members 
Mstep: Class 28 contains 19510 members 
Mstep: Class 29 contains 179766 members 
Mstep: Class 30 contains 44991 members 
Mstep: Class 31 contains 62751 members 
Mstep: Class 32 contains 16329 members 
Mstep: Class 33 contains 126825 members 
Mstep: Class 34 contains 145164 members 
Mstep: Class 35 contains 26880 members 
Mstep: Class 36 contains 15366 members 
Mstep: Class 37 contains 8724 members 
Mstep: Class 38 contains 28256 members 
Mstep: Class 39 contains 6859 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22518 members 
Mstep: Class 42 contains 10777 members 
Mstep: Class 43 contains 11764 members 
Mstep: Class 44 contains 9931 members 
Mstep: Class 45 contains 30846 members 
Mstep: Class 46 contains 13509 members 
Mstep: Class 47 contains 9965 members 
Mstep: Class 48 contains 41603 members 
Mstep: Class 49 contains 12918 members 
Mstep: Class 50 contains 14913 members 
Mstep: Class 51 contains 18427 members 
Mstep: Class 52 contains 34219 members 
Mstep: Class 53 contains 848 members 
Mstep: Class 54 contains 11542 members 
Mstep: Class 55 contains 6067 members 
Mstep: Class 56 contains 8042 members 
Mstep: Class 57 contains 4268 members 
Mstep: Class 58 contains 15533 members 
Mstep: Class 59 contains 28436 members 
Mstep: Class 60 contains 7911 members 
Mstep: Class 61 contains 11018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212129232.000000 Penalty: 219178.453125
Iteration 104Q: 62 clusters Score -2.121292e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 84215 members 
Mstep: Class 4 contains 82408 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 59814 members 
Mstep: Class 7 contains 9243 members 
Mstep: Class 8 contains 17389 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 22612 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 254414 members 
Mstep: Class 13 contains 11761 members 
Mstep: Class 14 contains 11721 members 
Mstep: Class 15 contains 34256 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 80194 members 
Mstep: Class 18 contains 20339 members 
Mstep: Class 19 contains 25272 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 30436 members 
Mstep: Class 22 contains 75122 members 
Mstep: Class 23 contains 20321 members 
Mstep: Class 24 contains 888 members 
Mstep: Class 25 contains 41546 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 9461 members 
Mstep: Class 28 contains 19497 members 
Mstep: Class 29 contains 179846 members 
Mstep: Class 30 contains 44863 members 
Mstep: Class 31 contains 63028 members 
Mstep: Class 32 contains 16209 members 
Mstep: Class 33 contains 126871 members 
Mstep: Class 34 contains 145096 members 
Mstep: Class 35 contains 26933 members 
Mstep: Class 36 contains 15325 members 
Mstep: Class 37 contains 8720 members 
Mstep: Class 38 contains 28225 members 
Mstep: Class 39 contains 6909 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22466 members 
Mstep: Class 42 contains 10747 members 
Mstep: Class 43 contains 11810 members 
Mstep: Class 44 contains 10068 members 
Mstep: Class 45 contains 30783 members 
Mstep: Class 46 contains 13456 members 
Mstep: Class 47 contains 9985 members 
Mstep: Class 48 contains 41665 members 
Mstep: Class 49 contains 12903 members 
Mstep: Class 50 contains 15316 members 
Mstep: Class 51 contains 18601 members 
Mstep: Class 52 contains 34405 members 
Mstep: Class 53 contains 845 members 
Mstep: Class 54 contains 11670 members 
Mstep: Class 55 contains 5996 members 
Mstep: Class 56 contains 8057 members 
Mstep: Class 57 contains 4188 members 
Mstep: Class 58 contains 15532 members 
Mstep: Class 59 contains 28694 members 
Mstep: Class 60 contains 7929 members 
Mstep: Class 61 contains 11039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212129888.000000 Penalty: 219178.453125
Iteration 105Q: 62 clusters Score -2.121299e+08 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 83784 members 
Mstep: Class 4 contains 82346 members 
Mstep: Class 5 contains 13913 members 
Mstep: Class 6 contains 59882 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 17424 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 10 contains 22643 members 
Mstep: Class 11 contains 9406 members 
Mstep: Class 12 contains 254404 members 
Mstep: Class 13 contains 11765 members 
Mstep: Class 14 contains 11801 members 
Mstep: Class 15 contains 34283 members 
Mstep: Class 16 contains 8865 members 
Mstep: Class 17 contains 79088 members 
Mstep: Class 18 contains 20313 members 
Mstep: Class 19 contains 25262 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 30368 members 
Mstep: Class 22 contains 76217 members 
Mstep: Class 23 contains 19836 members 
Mstep: Class 24 contains 885 members 
Mstep: Class 25 contains 41583 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 9452 members 
Mstep: Class 28 contains 19501 members 
Mstep: Class 29 contains 179896 members 
Mstep: Class 30 contains 44784 members 
Mstep: Class 31 contains 63278 members 
Mstep: Class 32 contains 16089 members 
Mstep: Class 33 contains 126921 members 
Mstep: Class 34 contains 145021 members 
Mstep: Class 35 contains 26960 members 
Mstep: Class 36 contains 15304 members 
Mstep: Class 37 contains 8712 members 
Mstep: Class 38 contains 28202 members 
Mstep: Class 39 contains 6956 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22400 members 
Mstep: Class 42 contains 10726 members 
Mstep: Class 43 contains 11859 members 
Mstep: Class 44 contains 10135 members 
Mstep: Class 45 contains 30684 members 
Mstep: Class 46 contains 13401 members 
Mstep: Class 47 contains 10008 members 
Mstep: Class 48 contains 41716 members 
Mstep: Class 49 contains 12878 members 
Mstep: Class 50 contains 15583 members 
Mstep: Class 51 contains 18790 members 
Mstep: Class 52 contains 34574 members 
Mstep: Class 53 contains 845 members 
Mstep: Class 54 contains 11770 members 
Mstep: Class 55 contains 5945 members 
Mstep: Class 56 contains 8077 members 
Mstep: Class 57 contains 4128 members 
Mstep: Class 58 contains 15538 members 
Mstep: Class 59 contains 28946 members 
Mstep: Class 60 contains 7938 members 
Mstep: Class 61 contains 11066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212131168.000000 Penalty: 219178.453125
Iteration 106Q: 62 clusters Score -2.121312e+08 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 83450 members 
Mstep: Class 4 contains 82280 members 
Mstep: Class 5 contains 13892 members 
Mstep: Class 6 contains 59957 members 
Mstep: Class 7 contains 9098 members 
Mstep: Class 8 contains 17448 members 
Mstep: Class 9 contains 6798 members 
Mstep: Class 10 contains 22672 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 254354 members 
Mstep: Class 13 contains 11773 members 
Mstep: Class 14 contains 11843 members 
Mstep: Class 15 contains 34305 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 17 contains 78017 members 
Mstep: Class 18 contains 20286 members 
Mstep: Class 19 contains 25264 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 77284 members 
Mstep: Class 23 contains 19340 members 
Mstep: Class 24 contains 876 members 
Mstep: Class 25 contains 41620 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 9443 members 
Mstep: Class 28 contains 19511 members 
Mstep: Class 29 contains 179948 members 
Mstep: Class 30 contains 44764 members 
Mstep: Class 31 contains 63551 members 
Mstep: Class 32 contains 16000 members 
Mstep: Class 33 contains 126962 members 
Mstep: Class 34 contains 144955 members 
Mstep: Class 35 contains 27007 members 
Mstep: Class 36 contains 15279 members 
Mstep: Class 37 contains 8703 members 
Mstep: Class 38 contains 28185 members 
Mstep: Class 39 contains 6989 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22359 members 
Mstep: Class 42 contains 10717 members 
Mstep: Class 43 contains 11892 members 
Mstep: Class 44 contains 10216 members 
Mstep: Class 45 contains 30581 members 
Mstep: Class 46 contains 13355 members 
Mstep: Class 47 contains 10022 members 
Mstep: Class 48 contains 41765 members 
Mstep: Class 49 contains 12854 members 
Mstep: Class 50 contains 15780 members 
Mstep: Class 51 contains 18947 members 
Mstep: Class 52 contains 34751 members 
Mstep: Class 53 contains 844 members 
Mstep: Class 54 contains 11835 members 
Mstep: Class 55 contains 5896 members 
Mstep: Class 56 contains 8091 members 
Mstep: Class 57 contains 4065 members 
Mstep: Class 58 contains 15545 members 
Mstep: Class 59 contains 29172 members 
Mstep: Class 60 contains 7928 members 
Mstep: Class 61 contains 11099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133024.000000 Penalty: 219178.453125
Iteration 107Q: 62 clusters Score -2.12133e+08 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 83223 members 
Mstep: Class 4 contains 82207 members 
Mstep: Class 5 contains 13877 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 17468 members 
Mstep: Class 9 contains 6804 members 
Mstep: Class 10 contains 22696 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 254295 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 34318 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 76952 members 
Mstep: Class 18 contains 20266 members 
Mstep: Class 19 contains 25248 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 30248 members 
Mstep: Class 22 contains 78410 members 
Mstep: Class 23 contains 18847 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 41650 members 
Mstep: Class 26 contains 4601 members 
Mstep: Class 27 contains 9442 members 
Mstep: Class 28 contains 19540 members 
Mstep: Class 29 contains 179965 members 
Mstep: Class 30 contains 44725 members 
Mstep: Class 31 contains 63845 members 
Mstep: Class 32 contains 15947 members 
Mstep: Class 33 contains 126993 members 
Mstep: Class 34 contains 144915 members 
Mstep: Class 35 contains 27052 members 
Mstep: Class 36 contains 15259 members 
Mstep: Class 37 contains 8688 members 
Mstep: Class 38 contains 28168 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22315 members 
Mstep: Class 42 contains 10690 members 
Mstep: Class 43 contains 11929 members 
Mstep: Class 44 contains 10263 members 
Mstep: Class 45 contains 30442 members 
Mstep: Class 46 contains 13298 members 
Mstep: Class 47 contains 10031 members 
Mstep: Class 48 contains 41811 members 
Mstep: Class 49 contains 12835 members 
Mstep: Class 50 contains 15940 members 
Mstep: Class 51 contains 19099 members 
Mstep: Class 52 contains 34902 members 
Mstep: Class 53 contains 842 members 
Mstep: Class 54 contains 11886 members 
Mstep: Class 55 contains 5857 members 
Mstep: Class 56 contains 8100 members 
Mstep: Class 57 contains 4004 members 
Mstep: Class 58 contains 15553 members 
Mstep: Class 59 contains 29389 members 
Mstep: Class 60 contains 7924 members 
Mstep: Class 61 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133664.000000 Penalty: 219178.453125
Iteration 108Q: 62 clusters Score -2.121337e+08 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 83017 members 
Mstep: Class 4 contains 82122 members 
Mstep: Class 5 contains 13853 members 
Mstep: Class 6 contains 60115 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 17492 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 22710 members 
Mstep: Class 11 contains 9558 members 
Mstep: Class 12 contains 254243 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 11907 members 
Mstep: Class 15 contains 34310 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 75897 members 
Mstep: Class 18 contains 20249 members 
Mstep: Class 19 contains 25218 members 
Mstep: Class 20 contains 5699 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 79497 members 
Mstep: Class 23 contains 18378 members 
Mstep: Class 24 contains 881 members 
Mstep: Class 25 contains 41673 members 
Mstep: Class 26 contains 4573 members 
Mstep: Class 27 contains 9449 members 
Mstep: Class 28 contains 19583 members 
Mstep: Class 29 contains 179949 members 
Mstep: Class 30 contains 44702 members 
Mstep: Class 31 contains 64129 members 
Mstep: Class 32 contains 15895 members 
Mstep: Class 33 contains 127056 members 
Mstep: Class 34 contains 144852 members 
Mstep: Class 35 contains 27114 members 
Mstep: Class 36 contains 15244 members 
Mstep: Class 37 contains 8679 members 
Mstep: Class 38 contains 28153 members 
Mstep: Class 39 contains 7052 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22286 members 
Mstep: Class 42 contains 10666 members 
Mstep: Class 43 contains 11961 members 
Mstep: Class 44 contains 10275 members 
Mstep: Class 45 contains 30288 members 
Mstep: Class 46 contains 13239 members 
Mstep: Class 47 contains 10042 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 12829 members 
Mstep: Class 50 contains 16054 members 
Mstep: Class 51 contains 19260 members 
Mstep: Class 52 contains 35072 members 
Mstep: Class 53 contains 834 members 
Mstep: Class 54 contains 11934 members 
Mstep: Class 55 contains 5820 members 
Mstep: Class 56 contains 8117 members 
Mstep: Class 57 contains 3961 members 
Mstep: Class 58 contains 15559 members 
Mstep: Class 59 contains 29580 members 
Mstep: Class 60 contains 7920 members 
Mstep: Class 61 contains 11161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133440.000000 Penalty: 219178.453125
Iteration 109Q: 62 clusters Score -2.121334e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 82867 members 
Mstep: Class 4 contains 82044 members 
Mstep: Class 5 contains 13830 members 
Mstep: Class 6 contains 60172 members 
Mstep: Class 7 contains 8921 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 6808 members 
Mstep: Class 10 contains 22725 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 254181 members 
Mstep: Class 13 contains 11776 members 
Mstep: Class 14 contains 11927 members 
Mstep: Class 15 contains 34311 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 74824 members 
Mstep: Class 18 contains 20226 members 
Mstep: Class 19 contains 25182 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 30122 members 
Mstep: Class 22 contains 80618 members 
Mstep: Class 23 contains 17900 members 
Mstep: Class 24 contains 893 members 
Mstep: Class 25 contains 41694 members 
Mstep: Class 26 contains 4544 members 
Mstep: Class 27 contains 9446 members 
Mstep: Class 28 contains 19623 members 
Mstep: Class 29 contains 180009 members 
Mstep: Class 30 contains 44697 members 
Mstep: Class 31 contains 64391 members 
Mstep: Class 32 contains 15819 members 
Mstep: Class 33 contains 127111 members 
Mstep: Class 34 contains 144802 members 
Mstep: Class 35 contains 27186 members 
Mstep: Class 36 contains 15227 members 
Mstep: Class 37 contains 8671 members 
Mstep: Class 38 contains 28147 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22272 members 
Mstep: Class 42 contains 10662 members 
Mstep: Class 43 contains 11991 members 
Mstep: Class 44 contains 10292 members 
Mstep: Class 45 contains 30123 members 
Mstep: Class 46 contains 13157 members 
Mstep: Class 47 contains 10056 members 
Mstep: Class 48 contains 41912 members 
Mstep: Class 49 contains 12811 members 
Mstep: Class 50 contains 16136 members 
Mstep: Class 51 contains 19418 members 
Mstep: Class 52 contains 35206 members 
Mstep: Class 53 contains 822 members 
Mstep: Class 54 contains 11975 members 
Mstep: Class 55 contains 5785 members 
Mstep: Class 56 contains 8128 members 
Mstep: Class 57 contains 3915 members 
Mstep: Class 58 contains 15570 members 
Mstep: Class 59 contains 29757 members 
Mstep: Class 60 contains 7926 members 
Mstep: Class 61 contains 11189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133808.000000 Penalty: 219178.453125
Iteration 110Q: 62 clusters Score -2.121338e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 82769 members 
Mstep: Class 4 contains 81938 members 
Mstep: Class 5 contains 13813 members 
Mstep: Class 6 contains 60223 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 17540 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 22733 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 254131 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 15 contains 34311 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 73740 members 
Mstep: Class 18 contains 20214 members 
Mstep: Class 19 contains 25134 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 30071 members 
Mstep: Class 22 contains 81784 members 
Mstep: Class 23 contains 17456 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 41705 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 9435 members 
Mstep: Class 28 contains 19654 members 
Mstep: Class 29 contains 180056 members 
Mstep: Class 30 contains 44708 members 
Mstep: Class 31 contains 64647 members 
Mstep: Class 32 contains 15792 members 
Mstep: Class 33 contains 127161 members 
Mstep: Class 34 contains 144745 members 
Mstep: Class 35 contains 27238 members 
Mstep: Class 36 contains 15207 members 
Mstep: Class 37 contains 8666 members 
Mstep: Class 38 contains 28143 members 
Mstep: Class 39 contains 7133 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 22270 members 
Mstep: Class 42 contains 10646 members 
Mstep: Class 43 contains 12016 members 
Mstep: Class 44 contains 10326 members 
Mstep: Class 45 contains 29946 members 
Mstep: Class 46 contains 13083 members 
Mstep: Class 47 contains 10052 members 
Mstep: Class 48 contains 41950 members 
Mstep: Class 49 contains 12798 members 
Mstep: Class 50 contains 16211 members 
Mstep: Class 51 contains 19586 members 
Mstep: Class 52 contains 35310 members 
Mstep: Class 53 contains 806 members 
Mstep: Class 54 contains 12001 members 
Mstep: Class 55 contains 5747 members 
Mstep: Class 56 contains 8145 members 
Mstep: Class 57 contains 3872 members 
Mstep: Class 58 contains 15570 members 
Mstep: Class 59 contains 29914 members 
Mstep: Class 60 contains 7939 members 
Mstep: Class 61 contains 11184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133648.000000 Penalty: 219178.453125
Iteration 111Q: 62 clusters Score -2.121336e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 82701 members 
Mstep: Class 4 contains 81805 members 
Mstep: Class 5 contains 13803 members 
Mstep: Class 6 contains 60271 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 10 contains 22739 members 
Mstep: Class 11 contains 9658 members 
Mstep: Class 12 contains 254073 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 34310 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 72682 members 
Mstep: Class 18 contains 20205 members 
Mstep: Class 19 contains 25070 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 30009 members 
Mstep: Class 22 contains 82920 members 
Mstep: Class 23 contains 17068 members 
Mstep: Class 24 contains 919 members 
Mstep: Class 25 contains 41717 members 
Mstep: Class 26 contains 4493 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 19679 members 
Mstep: Class 29 contains 180062 members 
Mstep: Class 30 contains 44723 members 
Mstep: Class 31 contains 64911 members 
Mstep: Class 32 contains 15749 members 
Mstep: Class 33 contains 127224 members 
Mstep: Class 34 contains 144676 members 
Mstep: Class 35 contains 27304 members 
Mstep: Class 36 contains 15183 members 
Mstep: Class 37 contains 8667 members 
Mstep: Class 38 contains 28128 members 
Mstep: Class 39 contains 7174 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 22260 members 
Mstep: Class 42 contains 10629 members 
Mstep: Class 43 contains 12047 members 
Mstep: Class 44 contains 10344 members 
Mstep: Class 45 contains 29774 members 
Mstep: Class 46 contains 12999 members 
Mstep: Class 47 contains 10048 members 
Mstep: Class 48 contains 41982 members 
Mstep: Class 49 contains 12799 members 
Mstep: Class 50 contains 16259 members 
Mstep: Class 51 contains 19756 members 
Mstep: Class 52 contains 35418 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 12026 members 
Mstep: Class 55 contains 5718 members 
Mstep: Class 56 contains 8160 members 
Mstep: Class 57 contains 3836 members 
Mstep: Class 58 contains 15568 members 
Mstep: Class 59 contains 30088 members 
Mstep: Class 60 contains 7952 members 
Mstep: Class 61 contains 11199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133984.000000 Penalty: 219178.453125
Iteration 112Q: 62 clusters Score -2.12134e+08 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 82609 members 
Mstep: Class 4 contains 81645 members 
Mstep: Class 5 contains 13790 members 
Mstep: Class 6 contains 60324 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 17567 members 
Mstep: Class 9 contains 6810 members 
Mstep: Class 10 contains 22750 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 254009 members 
Mstep: Class 13 contains 11800 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 34308 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 71684 members 
Mstep: Class 18 contains 20196 members 
Mstep: Class 19 contains 25013 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 29936 members 
Mstep: Class 22 contains 84026 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 933 members 
Mstep: Class 25 contains 41731 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 19699 members 
Mstep: Class 29 contains 180061 members 
Mstep: Class 30 contains 44722 members 
Mstep: Class 31 contains 65224 members 
Mstep: Class 32 contains 15696 members 
Mstep: Class 33 contains 127255 members 
Mstep: Class 34 contains 144625 members 
Mstep: Class 35 contains 27376 members 
Mstep: Class 36 contains 15165 members 
Mstep: Class 37 contains 8670 members 
Mstep: Class 38 contains 28121 members 
Mstep: Class 39 contains 7213 members 
Mstep: Class 40 contains 1175 members 
Mstep: Class 41 contains 22251 members 
Mstep: Class 42 contains 10627 members 
Mstep: Class 43 contains 12065 members 
Mstep: Class 44 contains 10356 members 
Mstep: Class 45 contains 29615 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 10053 members 
Mstep: Class 48 contains 42004 members 
Mstep: Class 49 contains 12792 members 
Mstep: Class 50 contains 16301 members 
Mstep: Class 51 contains 19919 members 
Mstep: Class 52 contains 35540 members 
Mstep: Class 53 contains 781 members 
Mstep: Class 54 contains 12047 members 
Mstep: Class 55 contains 5707 members 
Mstep: Class 56 contains 8174 members 
Mstep: Class 57 contains 3803 members 
Mstep: Class 58 contains 15569 members 
Mstep: Class 59 contains 30247 members 
Mstep: Class 60 contains 7961 members 
Mstep: Class 61 contains 11228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212135008.000000 Penalty: 219178.453125
Iteration 113Q: 62 clusters Score -2.12135e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 82513 members 
Mstep: Class 4 contains 81493 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 60373 members 
Mstep: Class 7 contains 8830 members 
Mstep: Class 8 contains 17576 members 
Mstep: Class 9 contains 6812 members 
Mstep: Class 10 contains 22756 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 253932 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 12023 members 
Mstep: Class 15 contains 34305 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 70693 members 
Mstep: Class 18 contains 20186 members 
Mstep: Class 19 contains 24974 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 29881 members 
Mstep: Class 22 contains 85110 members 
Mstep: Class 23 contains 16337 members 
Mstep: Class 24 contains 951 members 
Mstep: Class 25 contains 41748 members 
Mstep: Class 26 contains 4440 members 
Mstep: Class 27 contains 9419 members 
Mstep: Class 28 contains 19704 members 
Mstep: Class 29 contains 180111 members 
Mstep: Class 30 contains 44713 members 
Mstep: Class 31 contains 65532 members 
Mstep: Class 32 contains 15659 members 
Mstep: Class 33 contains 127288 members 
Mstep: Class 34 contains 144590 members 
Mstep: Class 35 contains 27406 members 
Mstep: Class 36 contains 15147 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28129 members 
Mstep: Class 39 contains 7246 members 
Mstep: Class 40 contains 1174 members 
Mstep: Class 41 contains 22240 members 
Mstep: Class 42 contains 10617 members 
Mstep: Class 43 contains 12075 members 
Mstep: Class 44 contains 10373 members 
Mstep: Class 45 contains 29427 members 
Mstep: Class 46 contains 12836 members 
Mstep: Class 47 contains 10060 members 
Mstep: Class 48 contains 42029 members 
Mstep: Class 49 contains 12792 members 
Mstep: Class 50 contains 16351 members 
Mstep: Class 51 contains 20064 members 
Mstep: Class 52 contains 35662 members 
Mstep: Class 53 contains 765 members 
Mstep: Class 54 contains 12063 members 
Mstep: Class 55 contains 5697 members 
Mstep: Class 56 contains 8186 members 
Mstep: Class 57 contains 3783 members 
Mstep: Class 58 contains 15569 members 
Mstep: Class 59 contains 30406 members 
Mstep: Class 60 contains 7965 members 
Mstep: Class 61 contains 11233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212135584.000000 Penalty: 219178.453125
Iteration 114Q: 62 clusters Score -2.121356e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 82445 members 
Mstep: Class 4 contains 81298 members 
Mstep: Class 5 contains 13770 members 
Mstep: Class 6 contains 60411 members 
Mstep: Class 7 contains 8815 members 
Mstep: Class 8 contains 17583 members 
Mstep: Class 9 contains 6814 members 
Mstep: Class 10 contains 22768 members 
Mstep: Class 11 contains 9719 members 
Mstep: Class 12 contains 253881 members 
Mstep: Class 13 contains 11808 members 
Mstep: Class 14 contains 12051 members 
Mstep: Class 15 contains 34285 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 69715 members 
Mstep: Class 18 contains 20179 members 
Mstep: Class 19 contains 24951 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 29833 members 
Mstep: Class 22 contains 86168 members 
Mstep: Class 23 contains 15993 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 41758 members 
Mstep: Class 26 contains 4416 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19709 members 
Mstep: Class 29 contains 180153 members 
Mstep: Class 30 contains 44722 members 
Mstep: Class 31 contains 65860 members 
Mstep: Class 32 contains 15629 members 
Mstep: Class 33 contains 127319 members 
Mstep: Class 34 contains 144553 members 
Mstep: Class 35 contains 27447 members 
Mstep: Class 36 contains 15138 members 
Mstep: Class 37 contains 8674 members 
Mstep: Class 38 contains 28130 members 
Mstep: Class 39 contains 7271 members 
Mstep: Class 40 contains 1171 members 
Mstep: Class 41 contains 22229 members 
Mstep: Class 42 contains 10610 members 
Mstep: Class 43 contains 12081 members 
Mstep: Class 44 contains 10382 members 
Mstep: Class 45 contains 29245 members 
Mstep: Class 46 contains 12772 members 
Mstep: Class 47 contains 10079 members 
Mstep: Class 48 contains 42042 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16395 members 
Mstep: Class 51 contains 20184 members 
Mstep: Class 52 contains 35776 members 
Mstep: Class 53 contains 754 members 
Mstep: Class 54 contains 12070 members 
Mstep: Class 55 contains 5693 members 
Mstep: Class 56 contains 8201 members 
Mstep: Class 57 contains 3767 members 
Mstep: Class 58 contains 15572 members 
Mstep: Class 59 contains 30558 members 
Mstep: Class 60 contains 7958 members 
Mstep: Class 61 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212136384.000000 Penalty: 219178.453125
Iteration 115Q: 62 clusters Score -2.121364e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 82382 members 
Mstep: Class 4 contains 81118 members 
Mstep: Class 5 contains 13760 members 
Mstep: Class 6 contains 60433 members 
Mstep: Class 7 contains 8805 members 
Mstep: Class 8 contains 17586 members 
Mstep: Class 9 contains 6816 members 
Mstep: Class 10 contains 22775 members 
Mstep: Class 11 contains 9738 members 
Mstep: Class 12 contains 253825 members 
Mstep: Class 13 contains 11818 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 34275 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 68744 members 
Mstep: Class 18 contains 20169 members 
Mstep: Class 19 contains 24928 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 29783 members 
Mstep: Class 22 contains 87193 members 
Mstep: Class 23 contains 15689 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 41768 members 
Mstep: Class 26 contains 4400 members 
Mstep: Class 27 contains 9412 members 
Mstep: Class 28 contains 19714 members 
Mstep: Class 29 contains 180200 members 
Mstep: Class 30 contains 44747 members 
Mstep: Class 31 contains 66166 members 
Mstep: Class 32 contains 15600 members 
Mstep: Class 33 contains 127369 members 
Mstep: Class 34 contains 144547 members 
Mstep: Class 35 contains 27506 members 
Mstep: Class 36 contains 15128 members 
Mstep: Class 37 contains 8673 members 
Mstep: Class 38 contains 28118 members 
Mstep: Class 39 contains 7296 members 
Mstep: Class 40 contains 1168 members 
Mstep: Class 41 contains 22225 members 
Mstep: Class 42 contains 10592 members 
Mstep: Class 43 contains 12099 members 
Mstep: Class 44 contains 10385 members 
Mstep: Class 45 contains 29040 members 
Mstep: Class 46 contains 12697 members 
Mstep: Class 47 contains 10092 members 
Mstep: Class 48 contains 42060 members 
Mstep: Class 49 contains 12772 members 
Mstep: Class 50 contains 16431 members 
Mstep: Class 51 contains 20290 members 
Mstep: Class 52 contains 35890 members 
Mstep: Class 53 contains 747 members 
Mstep: Class 54 contains 12072 members 
Mstep: Class 55 contains 5689 members 
Mstep: Class 56 contains 8207 members 
Mstep: Class 57 contains 3753 members 
Mstep: Class 58 contains 15577 members 
Mstep: Class 59 contains 30679 members 
Mstep: Class 60 contains 7968 members 
Mstep: Class 61 contains 11245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212136976.000000 Penalty: 219178.453125
Iteration 116Q: 62 clusters Score -2.12137e+08 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 82337 members 
Mstep: Class 4 contains 80915 members 
Mstep: Class 5 contains 13755 members 
Mstep: Class 6 contains 60460 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 17595 members 
Mstep: Class 9 contains 6816 members 
Mstep: Class 10 contains 22780 members 
Mstep: Class 11 contains 9755 members 
Mstep: Class 12 contains 253781 members 
Mstep: Class 13 contains 11822 members 
Mstep: Class 14 contains 12095 members 
Mstep: Class 15 contains 34256 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 67788 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 24892 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 29728 members 
Mstep: Class 22 contains 88188 members 
Mstep: Class 23 contains 15438 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 41765 members 
Mstep: Class 26 contains 4380 members 
Mstep: Class 27 contains 9410 members 
Mstep: Class 28 contains 19728 members 
Mstep: Class 29 contains 180224 members 
Mstep: Class 30 contains 44787 members 
Mstep: Class 31 contains 66476 members 
Mstep: Class 32 contains 15572 members 
Mstep: Class 33 contains 127456 members 
Mstep: Class 34 contains 144522 members 
Mstep: Class 35 contains 27559 members 
Mstep: Class 36 contains 15109 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28117 members 
Mstep: Class 39 contains 7321 members 
Mstep: Class 40 contains 1164 members 
Mstep: Class 41 contains 22230 members 
Mstep: Class 42 contains 10593 members 
Mstep: Class 43 contains 12109 members 
Mstep: Class 44 contains 10385 members 
Mstep: Class 45 contains 28844 members 
Mstep: Class 46 contains 12603 members 
Mstep: Class 47 contains 10098 members 
Mstep: Class 48 contains 42068 members 
Mstep: Class 49 contains 12790 members 
Mstep: Class 50 contains 16466 members 
Mstep: Class 51 contains 20396 members 
Mstep: Class 52 contains 35972 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 12078 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8214 members 
Mstep: Class 57 contains 3745 members 
Mstep: Class 58 contains 15576 members 
Mstep: Class 59 contains 30804 members 
Mstep: Class 60 contains 7967 members 
Mstep: Class 61 contains 11254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212138208.000000 Penalty: 219178.453125
Iteration 117Q: 62 clusters Score -2.121382e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 82309 members 
Mstep: Class 4 contains 80728 members 
Mstep: Class 5 contains 13747 members 
Mstep: Class 6 contains 60478 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 17606 members 
Mstep: Class 9 contains 6816 members 
Mstep: Class 10 contains 22787 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 253750 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 34233 members 
Mstep: Class 16 contains 8816 members 
Mstep: Class 17 contains 66845 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 24868 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 29680 members 
Mstep: Class 22 contains 89150 members 
Mstep: Class 23 contains 15221 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 41764 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 9407 members 
Mstep: Class 28 contains 19738 members 
Mstep: Class 29 contains 180237 members 
Mstep: Class 30 contains 44830 members 
Mstep: Class 31 contains 66735 members 
Mstep: Class 32 contains 15543 members 
Mstep: Class 33 contains 127552 members 
Mstep: Class 34 contains 144521 members 
Mstep: Class 35 contains 27608 members 
Mstep: Class 36 contains 15093 members 
Mstep: Class 37 contains 8671 members 
Mstep: Class 38 contains 28111 members 
Mstep: Class 39 contains 7346 members 
Mstep: Class 40 contains 1160 members 
Mstep: Class 41 contains 22229 members 
Mstep: Class 42 contains 10592 members 
Mstep: Class 43 contains 12109 members 
Mstep: Class 44 contains 10391 members 
Mstep: Class 45 contains 28648 members 
Mstep: Class 46 contains 12515 members 
Mstep: Class 47 contains 10106 members 
Mstep: Class 48 contains 42073 members 
Mstep: Class 49 contains 12787 members 
Mstep: Class 50 contains 16497 members 
Mstep: Class 51 contains 20482 members 
Mstep: Class 52 contains 36034 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 12088 members 
Mstep: Class 55 contains 5680 members 
Mstep: Class 56 contains 8228 members 
Mstep: Class 57 contains 3742 members 
Mstep: Class 58 contains 15580 members 
Mstep: Class 59 contains 30926 members 
Mstep: Class 60 contains 7974 members 
Mstep: Class 61 contains 11263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212138608.000000 Penalty: 219178.453125
Iteration 118Q: 62 clusters Score -2.121386e+08 nChanged 3427
Entering ConstructFrom: 
Score: -212138608.000000 Penalty: 219178.453125
Entering ConstructFrom: 
Trying to split cluster 1 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -740710.687500 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -740710.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -735011.375000 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -735011.4 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -736785.687500 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -736785.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -737455.687500 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -737455.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -738301.875000 Penalty: 4386.433105
	Iteration 3F: 3 clusters Score -738301.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -739446.062500 Penalty: 4386.433105
	Iteration 4F: 3 clusters Score -739446.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -740434.687500 Penalty: 4386.433105
	Iteration 5F: 3 clusters Score -740434.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -741120.000000 Penalty: 4386.433105
	Iteration 6F: 3 clusters Score -741120 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -741626.625000 Penalty: 4386.433105
	Iteration 7F: 3 clusters Score -741626.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -742184.500000 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -742184.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -742995.812500 Penalty: 4386.433105
	Iteration 9F: 3 clusters Score -742995.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -743407.125000 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -743407.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -743545.250000 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -743545.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -743600.375000 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -743600.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -743641.750000 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -743641.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -743671.500000 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -743671.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -743701.187500 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -743701.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -743719.750000 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -743719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -743731.312500 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -743731.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -743738.500000 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -743738.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -743745.000000 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -743745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -743747.250000 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -743747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -743747.500000 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -743747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -743752.687500 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -743752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -743757.250000 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -743757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -743762.312500 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -743762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -743765.750000 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -743765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -743764.000000 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -743764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -743766.875000 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -743766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -743766.750000 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -743766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -743766.187500 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -743766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -743767.625000 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -743767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -743767.625000 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -743767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -743767.625000 Penalty: 4386.433105
	Iteration 32F: 3 clusters Score -743767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 80536 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 22789 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Entering Unmasked Estep 
Score: -212141456.000000 Penalty: 222771.546875
Splitting cluster 1 changes total score from -212138608.000000 to -212141456.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 2 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -311582.156250 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -311582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -308403.000000 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -308403 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -309423.593750 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -309423.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -310252.468750 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -310252.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -311077.687500 Penalty: 3960.631592
	Iteration 3F: 3 clusters Score -311077.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -311527.968750 Penalty: 3960.631592
	Iteration 4F: 3 clusters Score -311528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -311758.781250 Penalty: 3960.631592
	Iteration 5F: 3 clusters Score -311758.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -311852.937500 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -311852.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -311891.000000 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -311891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -311914.156250 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -311914.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -311932.125000 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -311932.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -311942.468750 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -311942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -311952.718750 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -311952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -311956.906250 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -311956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -311958.187500 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -311958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -311958.343750 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -311958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -311958.343750 Penalty: 3960.631592
	Iteration 15F: 3 clusters Score -311958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 80536 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 22789 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Entering Unmasked Estep 
Score: -212141024.000000 Penalty: 226364.640625
Splitting cluster 2 changes total score from -212138608.000000 to -212141024.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 3 (82291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Entering Unmasked Estep 
Score: -9355750.000000 Penalty: 2806.868164
	Iteration 0F: 2 clusters Score -9355750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -9300675.000000 Penalty: 5613.736328
	Iteration 0F: 3 clusters Score -9300675 nChanged 38779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -9322974.000000 Penalty: 5613.736328
	Iteration 1F: 3 clusters Score -9322974 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -9324074.000000 Penalty: 5613.736328
	Iteration 2Q: 3 clusters Score -9324074 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -9325611.000000 Penalty: 5613.736328
	Iteration 3Q: 3 clusters Score -9325611 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -9327663.000000 Penalty: 5613.736328
	Iteration 4Q: 3 clusters Score -9327663 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9330190.000000 Penalty: 5613.736328
	Iteration 5F: 3 clusters Score -9330190 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -9332911.000000 Penalty: 5613.736328
	Iteration 6F: 3 clusters Score -9332911 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -9335503.000000 Penalty: 5613.736328
	Iteration 7F: 3 clusters Score -9335503 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -9337866.000000 Penalty: 5613.736328
	Iteration 8F: 3 clusters Score -9337866 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -9340039.000000 Penalty: 5613.736328
	Iteration 9Q: 3 clusters Score -9340039 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -9342023.000000 Penalty: 5613.736328
	Iteration 10Q: 3 clusters Score -9342023 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -9343928.000000 Penalty: 5613.736328
	Iteration 11Q: 3 clusters Score -9343928 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -9345774.000000 Penalty: 5613.736328
	Iteration 12Q: 3 clusters Score -9345774 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -9347341.000000 Penalty: 5613.736328
	Iteration 13Q: 3 clusters Score -9347341 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -9348707.000000 Penalty: 5613.736328
	Iteration 14Q: 3 clusters Score -9348707 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -9349752.000000 Penalty: 5613.736328
	Iteration 15Q: 3 clusters Score -9349752 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -9350642.000000 Penalty: 5613.736328
	Iteration 16Q: 3 clusters Score -9350642 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -9351367.000000 Penalty: 5613.736328
	Iteration 17Q: 3 clusters Score -9351367 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -9352128.000000 Penalty: 5613.736328
	Iteration 18Q: 3 clusters Score -9352128 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -9352722.000000 Penalty: 5613.736328
	Iteration 19Q: 3 clusters Score -9352722 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -9353100.000000 Penalty: 5613.736328
	Iteration 20F: 3 clusters Score -9353100 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -9353440.000000 Penalty: 5613.736328
	Iteration 21Q: 3 clusters Score -9353440 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9353660.000000 Penalty: 5613.736328
	Iteration 22Q: 3 clusters Score -9353660 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -9353778.000000 Penalty: 5613.736328
	Iteration 23Q: 3 clusters Score -9353778 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -9353870.000000 Penalty: 5613.736328
	Iteration 24Q: 3 clusters Score -9353870 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -9353961.000000 Penalty: 5613.736328
	Iteration 25Q: 3 clusters Score -9353961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -9354060.000000 Penalty: 5613.736328
	Iteration 26Q: 3 clusters Score -9354060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -9354098.000000 Penalty: 5613.736328
	Iteration 27Q: 3 clusters Score -9354098 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -9354131.000000 Penalty: 5613.736328
	Iteration 28Q: 3 clusters Score -9354131 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -9354133.000000 Penalty: 5613.736328
	Iteration 29Q: 3 clusters Score -9354133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -9354144.000000 Penalty: 5613.736328
	Iteration 30Q: 3 clusters Score -9354144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -9354178.000000 Penalty: 5613.736328
	Iteration 31Q: 3 clusters Score -9354178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -9354206.000000 Penalty: 5613.736328
	Iteration 32Q: 3 clusters Score -9354206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -9354227.000000 Penalty: 5613.736328
	Iteration 33Q: 3 clusters Score -9354227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -9354242.000000 Penalty: 5613.736328
	Iteration 34Q: 3 clusters Score -9354242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -9354261.000000 Penalty: 5613.736328
	Iteration 35Q: 3 clusters Score -9354261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9354267.000000 Penalty: 5613.736328
	Iteration 36Q: 3 clusters Score -9354267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -9354261.000000 Penalty: 5613.736328
	Iteration 37Q: 3 clusters Score -9354261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -9354268.000000 Penalty: 5613.736328
	Iteration 38Q: 3 clusters Score -9354268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -9354269.000000 Penalty: 5613.736328
	Iteration 39Q: 3 clusters Score -9354269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -9354275.000000 Penalty: 5613.736328
	Iteration 40F: 3 clusters Score -9354275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -9354279.000000 Penalty: 5613.736328
	Iteration 41Q: 3 clusters Score -9354279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -9354281.000000 Penalty: 5613.736328
	Iteration 42Q: 3 clusters Score -9354281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -9354279.000000 Penalty: 5613.736328
	Iteration 43Q: 3 clusters Score -9354279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -9354283.000000 Penalty: 5613.736328
	Iteration 44Q: 3 clusters Score -9354283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -9354285.000000 Penalty: 5613.736328
	Iteration 45Q: 3 clusters Score -9354285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -9354274.000000 Penalty: 5613.736328
	Iteration 46Q: 3 clusters Score -9354274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -9354276.000000 Penalty: 5613.736328
	Iteration 47Q: 3 clusters Score -9354276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -9354280.000000 Penalty: 5613.736328
	Iteration 48Q: 3 clusters Score -9354280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -9354278.000000 Penalty: 5613.736328
	Iteration 49Q: 3 clusters Score -9354278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -9354270.000000 Penalty: 5613.736328
	Iteration 50Q: 3 clusters Score -9354270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9354270.000000 Penalty: 5613.736328
	Iteration 51Q: 3 clusters Score -9354270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -9354274.000000 Penalty: 5613.736328
	Iteration 52Q: 3 clusters Score -9354274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -9354272.000000 Penalty: 5613.736328
	Iteration 53Q: 3 clusters Score -9354272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -9354275.000000 Penalty: 5613.736328
	Iteration 54Q: 3 clusters Score -9354275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -9354279.000000 Penalty: 5613.736328
	Iteration 55Q: 3 clusters Score -9354279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -9354275.000000 Penalty: 5613.736328
	Iteration 56Q: 3 clusters Score -9354275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -9354275.000000 Penalty: 5613.736328
	Iteration 57F: 3 clusters Score -9354275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (80536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Entering Unmasked Estep 
Score: -9228064.000000 Penalty: 2801.521973
	Iteration 0F: 2 clusters Score -9228064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -9173977.000000 Penalty: 5603.043945
	Iteration 0F: 3 clusters Score -9173977 nChanged 37980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -9196861.000000 Penalty: 5603.043945
	Iteration 1F: 3 clusters Score -9196861 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -9199277.000000 Penalty: 5603.043945
	Iteration 2F: 3 clusters Score -9199277 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -9202634.000000 Penalty: 5603.043945
	Iteration 3F: 3 clusters Score -9202634 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -9206371.000000 Penalty: 5603.043945
	Iteration 4F: 3 clusters Score -9206371 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -9210287.000000 Penalty: 5603.043945
	Iteration 5F: 3 clusters Score -9210287 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -9214006.000000 Penalty: 5603.043945
	Iteration 6F: 3 clusters Score -9214006 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -9217220.000000 Penalty: 5603.043945
	Iteration 7F: 3 clusters Score -9217220 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -9219509.000000 Penalty: 5603.043945
	Iteration 8Q: 3 clusters Score -9219509 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9220895.000000 Penalty: 5603.043945
	Iteration 9Q: 3 clusters Score -9220895 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -9221589.000000 Penalty: 5603.043945
	Iteration 10Q: 3 clusters Score -9221589 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -9221969.000000 Penalty: 5603.043945
	Iteration 11Q: 3 clusters Score -9221969 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -9222265.000000 Penalty: 5603.043945
	Iteration 12Q: 3 clusters Score -9222265 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -9222548.000000 Penalty: 5603.043945
	Iteration 13Q: 3 clusters Score -9222548 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -9222837.000000 Penalty: 5603.043945
	Iteration 14Q: 3 clusters Score -9222837 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -9223124.000000 Penalty: 5603.043945
	Iteration 15Q: 3 clusters Score -9223124 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -9223424.000000 Penalty: 5603.043945
	Iteration 16Q: 3 clusters Score -9223424 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -9223707.000000 Penalty: 5603.043945
	Iteration 17Q: 3 clusters Score -9223707 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -9224069.000000 Penalty: 5603.043945
	Iteration 18Q: 3 clusters Score -9224069 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -9224388.000000 Penalty: 5603.043945
	Iteration 19Q: 3 clusters Score -9224388 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -9224766.000000 Penalty: 5603.043945
	Iteration 20F: 3 clusters Score -9224766 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -9225114.000000 Penalty: 5603.043945
	Iteration 21Q: 3 clusters Score -9225114 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -9225395.000000 Penalty: 5603.043945
	Iteration 22Q: 3 clusters Score -9225395 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -9225732.000000 Penalty: 5603.043945
	Iteration 23Q: 3 clusters Score -9225732 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -9226091.000000 Penalty: 5603.043945
	Iteration 24Q: 3 clusters Score -9226091 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -9226398.000000 Penalty: 5603.043945
	Iteration 25Q: 3 clusters Score -9226398 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -9226759.000000 Penalty: 5603.043945
	Iteration 26Q: 3 clusters Score -9226759 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -9227107.000000 Penalty: 5603.043945
	Iteration 27Q: 3 clusters Score -9227107 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -9227577.000000 Penalty: 5603.043945
	Iteration 28Q: 3 clusters Score -9227577 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -9227935.000000 Penalty: 5603.043945
	Iteration 29Q: 3 clusters Score -9227935 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -9228296.000000 Penalty: 5603.043945
	Iteration 30Q: 3 clusters Score -9228296 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -9228618.000000 Penalty: 5603.043945
	Iteration 31Q: 3 clusters Score -9228618 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -9228816.000000 Penalty: 5603.043945
	Iteration 32Q: 3 clusters Score -9228816 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -9228988.000000 Penalty: 5603.043945
	Iteration 33Q: 3 clusters Score -9228988 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -9229081.000000 Penalty: 5603.043945
	Iteration 34Q: 3 clusters Score -9229081 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -9229147.000000 Penalty: 5603.043945
	Iteration 35Q: 3 clusters Score -9229147 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -9229194.000000 Penalty: 5603.043945
	Iteration 36Q: 3 clusters Score -9229194 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -9229198.000000 Penalty: 5603.043945
	Iteration 37Q: 3 clusters Score -9229198 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -9229204.000000 Penalty: 5603.043945
	Iteration 38Q: 3 clusters Score -9229204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -9229201.000000 Penalty: 5603.043945
	Iteration 39Q: 3 clusters Score -9229201 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -9229228.000000 Penalty: 5603.043945
	Iteration 40F: 3 clusters Score -9229228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -9229236.000000 Penalty: 5603.043945
	Iteration 41Q: 3 clusters Score -9229236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -9229248.000000 Penalty: 5603.043945
	Iteration 42Q: 3 clusters Score -9229248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -9229260.000000 Penalty: 5603.043945
	Iteration 43Q: 3 clusters Score -9229260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -9229247.000000 Penalty: 5603.043945
	Iteration 44Q: 3 clusters Score -9229247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -9229234.000000 Penalty: 5603.043945
	Iteration 45Q: 3 clusters Score -9229234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -9229243.000000 Penalty: 5603.043945
	Iteration 46Q: 3 clusters Score -9229243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -9229276.000000 Penalty: 5603.043945
	Iteration 47Q: 3 clusters Score -9229276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -9229271.000000 Penalty: 5603.043945
	Iteration 48Q: 3 clusters Score -9229271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -9229278.000000 Penalty: 5603.043945
	Iteration 49Q: 3 clusters Score -9229278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -9229264.000000 Penalty: 5603.043945
	Iteration 50Q: 3 clusters Score -9229264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -9229277.000000 Penalty: 5603.043945
	Iteration 51Q: 3 clusters Score -9229277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -9229270.000000 Penalty: 5603.043945
	Iteration 52Q: 3 clusters Score -9229270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -9229270.000000 Penalty: 5603.043945
	Iteration 53Q: 3 clusters Score -9229270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -9229272.000000 Penalty: 5603.043945
	Iteration 54Q: 3 clusters Score -9229272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -9229269.000000 Penalty: 5603.043945
	Iteration 55Q: 3 clusters Score -9229269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -9229280.000000 Penalty: 5603.043945
	Iteration 56Q: 3 clusters Score -9229280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -9229268.000000 Penalty: 5603.043945
	Iteration 57Q: 3 clusters Score -9229268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -9229261.000000 Penalty: 5603.043945
	Iteration 58Q: 3 clusters Score -9229261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -9229260.000000 Penalty: 5603.043945
	Iteration 59Q: 3 clusters Score -9229260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -9229265.000000 Penalty: 5603.043945
	Iteration 60F: 3 clusters Score -9229265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -9229275.000000 Penalty: 5603.043945
	Iteration 61Q: 3 clusters Score -9229275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -9229283.000000 Penalty: 5603.043945
	Iteration 62Q: 3 clusters Score -9229283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -9229272.000000 Penalty: 5603.043945
	Iteration 63Q: 3 clusters Score -9229272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -9229273.000000 Penalty: 5603.043945
	Iteration 64Q: 3 clusters Score -9229273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -9229277.000000 Penalty: 5603.043945
	Iteration 65Q: 3 clusters Score -9229277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -9229275.000000 Penalty: 5603.043945
	Iteration 66Q: 3 clusters Score -9229275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -9229272.000000 Penalty: 5603.043945
	Iteration 67Q: 3 clusters Score -9229272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 5603.043945
	Iteration 68Q: 3 clusters Score -9229274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -9229270.000000 Penalty: 5603.043945
	Iteration 69Q: 3 clusters Score -9229270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 5603.043945
	Iteration 70Q: 3 clusters Score -9229274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -9229276.000000 Penalty: 5603.043945
	Iteration 71Q: 3 clusters Score -9229276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -9229273.000000 Penalty: 5603.043945
	Iteration 72Q: 3 clusters Score -9229273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -9229271.000000 Penalty: 5603.043945
	Iteration 73Q: 3 clusters Score -9229271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 5603.043945
	Iteration 74Q: 3 clusters Score -9229274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -9229270.000000 Penalty: 5603.043945
	Iteration 75Q: 3 clusters Score -9229270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -9229271.000000 Penalty: 5603.043945
	Iteration 76Q: 3 clusters Score -9229271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -9229268.000000 Penalty: 5603.043945
	Iteration 77Q: 3 clusters Score -9229268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -9229273.000000 Penalty: 5603.043945
	Iteration 78Q: 3 clusters Score -9229273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -9229268.000000 Penalty: 5603.043945
	Iteration 79Q: 3 clusters Score -9229268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -9229263.000000 Penalty: 5603.043945
	Iteration 80F: 3 clusters Score -9229263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -9229271.000000 Penalty: 5603.043945
	Iteration 81Q: 3 clusters Score -9229271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -9229271.000000 Penalty: 5603.043945
	Iteration 82Q: 3 clusters Score -9229271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -9229269.000000 Penalty: 5603.043945
	Iteration 83Q: 3 clusters Score -9229269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -9229269.000000 Penalty: 5603.043945
	Iteration 84Q: 3 clusters Score -9229269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -9229265.000000 Penalty: 5603.043945
	Iteration 85Q: 3 clusters Score -9229265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -9229275.000000 Penalty: 5603.043945
	Iteration 86Q: 3 clusters Score -9229275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -9229275.000000 Penalty: 5603.043945
	Iteration 87Q: 3 clusters Score -9229275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 5603.043945
	Iteration 88Q: 3 clusters Score -9229274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -9229268.000000 Penalty: 5603.043945
	Iteration 89Q: 3 clusters Score -9229268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -9229269.000000 Penalty: 5603.043945
	Iteration 90Q: 3 clusters Score -9229269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -9229272.000000 Penalty: 5603.043945
	Iteration 91Q: 3 clusters Score -9229272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -9229273.000000 Penalty: 5603.043945
	Iteration 92Q: 3 clusters Score -9229273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 5603.043945
	Iteration 93Q: 3 clusters Score -9229274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 5603.043945
	Iteration 94F: 3 clusters Score -9229274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 22789 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Entering Unmasked Estep 
Score: -212140912.000000 Penalty: 229957.734375
Splitting cluster 4 changes total score from -212138608.000000 to -212140912.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 5 (13734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Entering Unmasked Estep 
Score: -1562766.875000 Penalty: 2362.852295
	Iteration 0F: 2 clusters Score -1562767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1552784.625000 Penalty: 4725.704590
	Iteration 0F: 3 clusters Score -1552785 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1555899.875000 Penalty: 4725.704590
	Iteration 1F: 3 clusters Score -1555900 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1556315.125000 Penalty: 4725.704590
	Iteration 2F: 3 clusters Score -1556315 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1556682.875000 Penalty: 4725.704590
	Iteration 3F: 3 clusters Score -1556683 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1557052.500000 Penalty: 4725.704590
	Iteration 4F: 3 clusters Score -1557052 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1557505.875000 Penalty: 4725.704590
	Iteration 5F: 3 clusters Score -1557506 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1558068.125000 Penalty: 4725.704590
	Iteration 6F: 3 clusters Score -1558068 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1558711.125000 Penalty: 4725.704590
	Iteration 7F: 3 clusters Score -1558711 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1559271.750000 Penalty: 4725.704590
	Iteration 8F: 3 clusters Score -1559272 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1559695.125000 Penalty: 4725.704590
	Iteration 9F: 3 clusters Score -1559695 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1559972.500000 Penalty: 4725.704590
	Iteration 10Q: 3 clusters Score -1559972 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1560137.750000 Penalty: 4725.704590
	Iteration 11Q: 3 clusters Score -1560138 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1560233.625000 Penalty: 4725.704590
	Iteration 12Q: 3 clusters Score -1560234 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1560300.500000 Penalty: 4725.704590
	Iteration 13Q: 3 clusters Score -1560300 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1560354.125000 Penalty: 4725.704590
	Iteration 14Q: 3 clusters Score -1560354 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1560390.125000 Penalty: 4725.704590
	Iteration 15Q: 3 clusters Score -1560390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1560422.000000 Penalty: 4725.704590
	Iteration 16Q: 3 clusters Score -1560422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1560447.500000 Penalty: 4725.704590
	Iteration 17Q: 3 clusters Score -1560448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1560466.625000 Penalty: 4725.704590
	Iteration 18Q: 3 clusters Score -1560467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1560480.875000 Penalty: 4725.704590
	Iteration 19Q: 3 clusters Score -1560481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1560495.125000 Penalty: 4725.704590
	Iteration 20F: 3 clusters Score -1560495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1560506.375000 Penalty: 4725.704590
	Iteration 21Q: 3 clusters Score -1560506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1560515.500000 Penalty: 4725.704590
	Iteration 22Q: 3 clusters Score -1560516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1560523.125000 Penalty: 4725.704590
	Iteration 23Q: 3 clusters Score -1560523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1560538.000000 Penalty: 4725.704590
	Iteration 24Q: 3 clusters Score -1560538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1560550.875000 Penalty: 4725.704590
	Iteration 25Q: 3 clusters Score -1560551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1560563.750000 Penalty: 4725.704590
	Iteration 26Q: 3 clusters Score -1560564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1560567.375000 Penalty: 4725.704590
	Iteration 27Q: 3 clusters Score -1560567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1560570.375000 Penalty: 4725.704590
	Iteration 28Q: 3 clusters Score -1560570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1560575.500000 Penalty: 4725.704590
	Iteration 29Q: 3 clusters Score -1560576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1560583.250000 Penalty: 4725.704590
	Iteration 30Q: 3 clusters Score -1560583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1560585.875000 Penalty: 4725.704590
	Iteration 31Q: 3 clusters Score -1560586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1560600.500000 Penalty: 4725.704590
	Iteration 32Q: 3 clusters Score -1560600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1560607.375000 Penalty: 4725.704590
	Iteration 33Q: 3 clusters Score -1560607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1560612.875000 Penalty: 4725.704590
	Iteration 34Q: 3 clusters Score -1560613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1560625.875000 Penalty: 4725.704590
	Iteration 35Q: 3 clusters Score -1560626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1560636.500000 Penalty: 4725.704590
	Iteration 36Q: 3 clusters Score -1560636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1560653.375000 Penalty: 4725.704590
	Iteration 37Q: 3 clusters Score -1560653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1560662.875000 Penalty: 4725.704590
	Iteration 38Q: 3 clusters Score -1560663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1560680.000000 Penalty: 4725.704590
	Iteration 39Q: 3 clusters Score -1560680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1560697.250000 Penalty: 4725.704590
	Iteration 40F: 3 clusters Score -1560697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1560713.250000 Penalty: 4725.704590
	Iteration 41Q: 3 clusters Score -1560713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1560721.000000 Penalty: 4725.704590
	Iteration 42Q: 3 clusters Score -1560721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1560731.000000 Penalty: 4725.704590
	Iteration 43Q: 3 clusters Score -1560731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1560737.875000 Penalty: 4725.704590
	Iteration 44Q: 3 clusters Score -1560738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1560736.000000 Penalty: 4725.704590
	Iteration 45Q: 3 clusters Score -1560736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1560743.500000 Penalty: 4725.704590
	Iteration 46Q: 3 clusters Score -1560744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1560753.625000 Penalty: 4725.704590
	Iteration 47Q: 3 clusters Score -1560754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1560759.750000 Penalty: 4725.704590
	Iteration 48Q: 3 clusters Score -1560760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1560764.875000 Penalty: 4725.704590
	Iteration 49Q: 3 clusters Score -1560765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1560772.625000 Penalty: 4725.704590
	Iteration 50Q: 3 clusters Score -1560773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1560777.625000 Penalty: 4725.704590
	Iteration 51Q: 3 clusters Score -1560778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1560777.125000 Penalty: 4725.704590
	Iteration 52Q: 3 clusters Score -1560777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1560783.500000 Penalty: 4725.704590
	Iteration 53Q: 3 clusters Score -1560784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1560789.625000 Penalty: 4725.704590
	Iteration 54Q: 3 clusters Score -1560790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1560790.875000 Penalty: 4725.704590
	Iteration 55Q: 3 clusters Score -1560791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1560801.500000 Penalty: 4725.704590
	Iteration 56Q: 3 clusters Score -1560802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1560803.875000 Penalty: 4725.704590
	Iteration 57Q: 3 clusters Score -1560804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1560802.500000 Penalty: 4725.704590
	Iteration 58Q: 3 clusters Score -1560802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1560805.000000 Penalty: 4725.704590
	Iteration 59Q: 3 clusters Score -1560805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1560809.750000 Penalty: 4725.704590
	Iteration 60F: 3 clusters Score -1560810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1560811.375000 Penalty: 4725.704590
	Iteration 61Q: 3 clusters Score -1560811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1560812.875000 Penalty: 4725.704590
	Iteration 62Q: 3 clusters Score -1560813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1560812.875000 Penalty: 4725.704590
	Iteration 63Q: 3 clusters Score -1560813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1560814.500000 Penalty: 4725.704590
	Iteration 64Q: 3 clusters Score -1560814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1560817.125000 Penalty: 4725.704590
	Iteration 65Q: 3 clusters Score -1560817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1560817.875000 Penalty: 4725.704590
	Iteration 66Q: 3 clusters Score -1560818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1560821.375000 Penalty: 4725.704590
	Iteration 67Q: 3 clusters Score -1560821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1560822.000000 Penalty: 4725.704590
	Iteration 68Q: 3 clusters Score -1560822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1560823.625000 Penalty: 4725.704590
	Iteration 69Q: 3 clusters Score -1560824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1560824.125000 Penalty: 4725.704590
	Iteration 70Q: 3 clusters Score -1560824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1560825.000000 Penalty: 4725.704590
	Iteration 71Q: 3 clusters Score -1560825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1560825.125000 Penalty: 4725.704590
	Iteration 72Q: 3 clusters Score -1560825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1560824.750000 Penalty: 4725.704590
	Iteration 73Q: 3 clusters Score -1560825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1560822.250000 Penalty: 4725.704590
	Iteration 74Q: 3 clusters Score -1560822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1560821.500000 Penalty: 4725.704590
	Iteration 75Q: 3 clusters Score -1560822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1560824.375000 Penalty: 4725.704590
	Iteration 76Q: 3 clusters Score -1560824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1560822.750000 Penalty: 4725.704590
	Iteration 77Q: 3 clusters Score -1560823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1560826.250000 Penalty: 4725.704590
	Iteration 78Q: 3 clusters Score -1560826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1560827.625000 Penalty: 4725.704590
	Iteration 79Q: 3 clusters Score -1560828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1560828.250000 Penalty: 4725.704590
	Iteration 80F: 3 clusters Score -1560828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1560831.000000 Penalty: 4725.704590
	Iteration 81Q: 3 clusters Score -1560831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1560829.500000 Penalty: 4725.704590
	Iteration 82Q: 3 clusters Score -1560830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1560827.250000 Penalty: 4725.704590
	Iteration 83Q: 3 clusters Score -1560827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1560828.500000 Penalty: 4725.704590
	Iteration 84Q: 3 clusters Score -1560828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1560826.625000 Penalty: 4725.704590
	Iteration 85Q: 3 clusters Score -1560827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1560827.375000 Penalty: 4725.704590
	Iteration 86Q: 3 clusters Score -1560827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1560828.375000 Penalty: 4725.704590
	Iteration 87Q: 3 clusters Score -1560828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1560828.375000 Penalty: 4725.704590
	Iteration 88F: 3 clusters Score -1560828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Entering Unmasked Estep 
Score: -6943904.000000 Penalty: 2730.537842
	Iteration 0F: 2 clusters Score -6943904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -6903186.000000 Penalty: 5461.075684
	Iteration 0F: 3 clusters Score -6903186 nChanged 28283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -6918969.000000 Penalty: 5461.075684
	Iteration 1F: 3 clusters Score -6918969 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6919708.500000 Penalty: 5461.075684
	Iteration 2Q: 3 clusters Score -6919708 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6920664.500000 Penalty: 5461.075684
	Iteration 3Q: 3 clusters Score -6920664 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -6921894.500000 Penalty: 5461.075684
	Iteration 4Q: 3 clusters Score -6921894 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -6923625.500000 Penalty: 5461.075684
	Iteration 5F: 3 clusters Score -6923626 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -6925420.500000 Penalty: 5461.075684
	Iteration 6F: 3 clusters Score -6925420 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -6927586.500000 Penalty: 5461.075684
	Iteration 7F: 3 clusters Score -6927586 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6929621.000000 Penalty: 5461.075684
	Iteration 8F: 3 clusters Score -6929621 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -6931474.000000 Penalty: 5461.075684
	Iteration 9F: 3 clusters Score -6931474 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -6932981.500000 Penalty: 5461.075684
	Iteration 10Q: 3 clusters Score -6932982 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -6934006.000000 Penalty: 5461.075684
	Iteration 11Q: 3 clusters Score -6934006 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -6934571.500000 Penalty: 5461.075684
	Iteration 12Q: 3 clusters Score -6934572 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -6934871.000000 Penalty: 5461.075684
	Iteration 13Q: 3 clusters Score -6934871 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6935164.000000 Penalty: 5461.075684
	Iteration 14Q: 3 clusters Score -6935164 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -6935346.500000 Penalty: 5461.075684
	Iteration 15Q: 3 clusters Score -6935346 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -6935507.000000 Penalty: 5461.075684
	Iteration 16Q: 3 clusters Score -6935507 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6935692.000000 Penalty: 5461.075684
	Iteration 17Q: 3 clusters Score -6935692 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -6935894.000000 Penalty: 5461.075684
	Iteration 18Q: 3 clusters Score -6935894 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -6936056.500000 Penalty: 5461.075684
	Iteration 19Q: 3 clusters Score -6936056 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -6936270.000000 Penalty: 5461.075684
	Iteration 20F: 3 clusters Score -6936270 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6936421.500000 Penalty: 5461.075684
	Iteration 21Q: 3 clusters Score -6936422 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6936631.000000 Penalty: 5461.075684
	Iteration 22Q: 3 clusters Score -6936631 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -6936841.500000 Penalty: 5461.075684
	Iteration 23Q: 3 clusters Score -6936842 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -6937127.500000 Penalty: 5461.075684
	Iteration 24Q: 3 clusters Score -6937128 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -6937429.000000 Penalty: 5461.075684
	Iteration 25Q: 3 clusters Score -6937429 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6937742.000000 Penalty: 5461.075684
	Iteration 26Q: 3 clusters Score -6937742 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -6938073.500000 Penalty: 5461.075684
	Iteration 27Q: 3 clusters Score -6938074 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -6938446.000000 Penalty: 5461.075684
	Iteration 28Q: 3 clusters Score -6938446 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6938827.500000 Penalty: 5461.075684
	Iteration 29Q: 3 clusters Score -6938828 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -6939232.500000 Penalty: 5461.075684
	Iteration 30Q: 3 clusters Score -6939232 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -6939557.500000 Penalty: 5461.075684
	Iteration 31Q: 3 clusters Score -6939558 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -6939858.000000 Penalty: 5461.075684
	Iteration 32Q: 3 clusters Score -6939858 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -6940106.000000 Penalty: 5461.075684
	Iteration 33Q: 3 clusters Score -6940106 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -6940362.000000 Penalty: 5461.075684
	Iteration 34Q: 3 clusters Score -6940362 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6940575.500000 Penalty: 5461.075684
	Iteration 35Q: 3 clusters Score -6940576 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -6940774.000000 Penalty: 5461.075684
	Iteration 36Q: 3 clusters Score -6940774 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -6940952.500000 Penalty: 5461.075684
	Iteration 37Q: 3 clusters Score -6940952 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -6941126.000000 Penalty: 5461.075684
	Iteration 38Q: 3 clusters Score -6941126 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6941289.000000 Penalty: 5461.075684
	Iteration 39Q: 3 clusters Score -6941289 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -6941410.500000 Penalty: 5461.075684
	Iteration 40F: 3 clusters Score -6941410 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -6941521.000000 Penalty: 5461.075684
	Iteration 41Q: 3 clusters Score -6941521 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -6941615.500000 Penalty: 5461.075684
	Iteration 42Q: 3 clusters Score -6941616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -6941686.000000 Penalty: 5461.075684
	Iteration 43Q: 3 clusters Score -6941686 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -6941765.500000 Penalty: 5461.075684
	Iteration 44Q: 3 clusters Score -6941766 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6941814.000000 Penalty: 5461.075684
	Iteration 45Q: 3 clusters Score -6941814 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -6941846.500000 Penalty: 5461.075684
	Iteration 46Q: 3 clusters Score -6941846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -6941917.000000 Penalty: 5461.075684
	Iteration 47Q: 3 clusters Score -6941917 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -6941954.000000 Penalty: 5461.075684
	Iteration 48Q: 3 clusters Score -6941954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6942026.000000 Penalty: 5461.075684
	Iteration 49Q: 3 clusters Score -6942026 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6942079.000000 Penalty: 5461.075684
	Iteration 50Q: 3 clusters Score -6942079 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6942119.000000 Penalty: 5461.075684
	Iteration 51Q: 3 clusters Score -6942119 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6942190.000000 Penalty: 5461.075684
	Iteration 52Q: 3 clusters Score -6942190 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -6942226.000000 Penalty: 5461.075684
	Iteration 53Q: 3 clusters Score -6942226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6942278.000000 Penalty: 5461.075684
	Iteration 54Q: 3 clusters Score -6942278 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6942332.500000 Penalty: 5461.075684
	Iteration 55Q: 3 clusters Score -6942332 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6942373.000000 Penalty: 5461.075684
	Iteration 56Q: 3 clusters Score -6942373 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6942433.500000 Penalty: 5461.075684
	Iteration 57Q: 3 clusters Score -6942434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6942515.000000 Penalty: 5461.075684
	Iteration 58Q: 3 clusters Score -6942515 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6942563.000000 Penalty: 5461.075684
	Iteration 59Q: 3 clusters Score -6942563 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6942643.000000 Penalty: 5461.075684
	Iteration 60F: 3 clusters Score -6942643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6942713.500000 Penalty: 5461.075684
	Iteration 61Q: 3 clusters Score -6942714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6942778.500000 Penalty: 5461.075684
	Iteration 62Q: 3 clusters Score -6942778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6942778.000000 Penalty: 5461.075684
	Iteration 63Q: 3 clusters Score -6942778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -6942842.500000 Penalty: 5461.075684
	Iteration 64Q: 3 clusters Score -6942842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6942861.500000 Penalty: 5461.075684
	Iteration 65Q: 3 clusters Score -6942862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6942862.000000 Penalty: 5461.075684
	Iteration 66Q: 3 clusters Score -6942862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -6942875.000000 Penalty: 5461.075684
	Iteration 67Q: 3 clusters Score -6942875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -6942873.000000 Penalty: 5461.075684
	Iteration 68Q: 3 clusters Score -6942873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6942866.500000 Penalty: 5461.075684
	Iteration 69Q: 3 clusters Score -6942866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6942877.000000 Penalty: 5461.075684
	Iteration 70Q: 3 clusters Score -6942877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6942882.500000 Penalty: 5461.075684
	Iteration 71Q: 3 clusters Score -6942882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6942875.500000 Penalty: 5461.075684
	Iteration 72Q: 3 clusters Score -6942876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6942881.500000 Penalty: 5461.075684
	Iteration 73Q: 3 clusters Score -6942882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6942876.000000 Penalty: 5461.075684
	Iteration 74Q: 3 clusters Score -6942876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6942877.000000 Penalty: 5461.075684
	Iteration 75Q: 3 clusters Score -6942877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6942883.000000 Penalty: 5461.075684
	Iteration 76Q: 3 clusters Score -6942883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6942878.000000 Penalty: 5461.075684
	Iteration 77Q: 3 clusters Score -6942878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6942874.500000 Penalty: 5461.075684
	Iteration 78Q: 3 clusters Score -6942874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6942877.000000 Penalty: 5461.075684
	Iteration 79Q: 3 clusters Score -6942877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6942876.500000 Penalty: 5461.075684
	Iteration 80F: 3 clusters Score -6942876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6942871.000000 Penalty: 5461.075684
	Iteration 81Q: 3 clusters Score -6942871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6942870.500000 Penalty: 5461.075684
	Iteration 82Q: 3 clusters Score -6942870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6942865.500000 Penalty: 5461.075684
	Iteration 83Q: 3 clusters Score -6942866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6942865.500000 Penalty: 5461.075684
	Iteration 84Q: 3 clusters Score -6942866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6942867.000000 Penalty: 5461.075684
	Iteration 85Q: 3 clusters Score -6942867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6942868.000000 Penalty: 5461.075684
	Iteration 86Q: 3 clusters Score -6942868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6942874.500000 Penalty: 5461.075684
	Iteration 87Q: 3 clusters Score -6942874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6942875.500000 Penalty: 5461.075684
	Iteration 88Q: 3 clusters Score -6942876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6942870.000000 Penalty: 5461.075684
	Iteration 89Q: 3 clusters Score -6942870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6942873.500000 Penalty: 5461.075684
	Iteration 90Q: 3 clusters Score -6942874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6942870.000000 Penalty: 5461.075684
	Iteration 91Q: 3 clusters Score -6942870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6942870.000000 Penalty: 5461.075684
	Iteration 92F: 3 clusters Score -6942870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -776535.375000 Penalty: 2252.038574
	Iteration 0F: 2 clusters Score -776535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -769782.562500 Penalty: 4504.077148
	Iteration 0F: 3 clusters Score -769782.6 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -773041.125000 Penalty: 4504.077148
	Iteration 1F: 3 clusters Score -773041.1 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -774502.375000 Penalty: 4504.077148
	Iteration 2F: 3 clusters Score -774502.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -775699.375000 Penalty: 4504.077148
	Iteration 3F: 3 clusters Score -775699.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -776429.812500 Penalty: 4504.077148
	Iteration 4F: 3 clusters Score -776429.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -776792.312500 Penalty: 4504.077148
	Iteration 5F: 3 clusters Score -776792.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -776982.187500 Penalty: 4504.077148
	Iteration 6Q: 3 clusters Score -776982.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -777123.562500 Penalty: 4504.077148
	Iteration 7Q: 3 clusters Score -777123.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -777233.000000 Penalty: 4504.077148
	Iteration 8Q: 3 clusters Score -777233 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -777296.187500 Penalty: 4504.077148
	Iteration 9Q: 3 clusters Score -777296.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -777338.625000 Penalty: 4504.077148
	Iteration 10Q: 3 clusters Score -777338.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -777377.750000 Penalty: 4504.077148
	Iteration 11Q: 3 clusters Score -777377.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -777403.625000 Penalty: 4504.077148
	Iteration 12Q: 3 clusters Score -777403.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -777423.812500 Penalty: 4504.077148
	Iteration 13Q: 3 clusters Score -777423.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -777450.312500 Penalty: 4504.077148
	Iteration 14Q: 3 clusters Score -777450.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -777470.875000 Penalty: 4504.077148
	Iteration 15Q: 3 clusters Score -777470.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -777494.437500 Penalty: 4504.077148
	Iteration 16Q: 3 clusters Score -777494.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -777515.687500 Penalty: 4504.077148
	Iteration 17Q: 3 clusters Score -777515.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -777527.875000 Penalty: 4504.077148
	Iteration 18Q: 3 clusters Score -777527.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -777538.437500 Penalty: 4504.077148
	Iteration 19Q: 3 clusters Score -777538.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -777555.625000 Penalty: 4504.077148
	Iteration 20F: 3 clusters Score -777555.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -777570.187500 Penalty: 4504.077148
	Iteration 21Q: 3 clusters Score -777570.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -777577.250000 Penalty: 4504.077148
	Iteration 22Q: 3 clusters Score -777577.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -777586.875000 Penalty: 4504.077148
	Iteration 23Q: 3 clusters Score -777586.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -777594.312500 Penalty: 4504.077148
	Iteration 24Q: 3 clusters Score -777594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -777598.937500 Penalty: 4504.077148
	Iteration 25Q: 3 clusters Score -777598.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -777605.937500 Penalty: 4504.077148
	Iteration 26Q: 3 clusters Score -777605.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -777610.562500 Penalty: 4504.077148
	Iteration 27Q: 3 clusters Score -777610.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -777613.000000 Penalty: 4504.077148
	Iteration 28Q: 3 clusters Score -777613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -777618.375000 Penalty: 4504.077148
	Iteration 29Q: 3 clusters Score -777618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -777619.437500 Penalty: 4504.077148
	Iteration 30Q: 3 clusters Score -777619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -777621.375000 Penalty: 4504.077148
	Iteration 31Q: 3 clusters Score -777621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -777619.125000 Penalty: 4504.077148
	Iteration 32Q: 3 clusters Score -777619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -777618.687500 Penalty: 4504.077148
	Iteration 33Q: 3 clusters Score -777618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -777619.812500 Penalty: 4504.077148
	Iteration 34Q: 3 clusters Score -777619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -777619.062500 Penalty: 4504.077148
	Iteration 35Q: 3 clusters Score -777619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -777620.187500 Penalty: 4504.077148
	Iteration 36Q: 3 clusters Score -777620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -777620.187500 Penalty: 4504.077148
	Iteration 37F: 3 clusters Score -777620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 22789 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Entering Unmasked Estep 
Score: -212141280.000000 Penalty: 233550.812500
Splitting cluster 7 changes total score from -212138608.000000 to -212141280.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 8 (17614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Entering Unmasked Estep 
Score: -1994796.500000 Penalty: 2424.559326
	Iteration 0F: 2 clusters Score -1994796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1982219.125000 Penalty: 4849.118652
	Iteration 0F: 3 clusters Score -1982219 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1986575.500000 Penalty: 4849.118652
	Iteration 1F: 3 clusters Score -1986576 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1987353.625000 Penalty: 4849.118652
	Iteration 2F: 3 clusters Score -1987354 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1988149.000000 Penalty: 4849.118652
	Iteration 3F: 3 clusters Score -1988149 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1988872.625000 Penalty: 4849.118652
	Iteration 4F: 3 clusters Score -1988873 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1989547.375000 Penalty: 4849.118652
	Iteration 5F: 3 clusters Score -1989547 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1990118.375000 Penalty: 4849.118652
	Iteration 6F: 3 clusters Score -1990118 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1990561.125000 Penalty: 4849.118652
	Iteration 7Q: 3 clusters Score -1990561 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1990913.750000 Penalty: 4849.118652
	Iteration 8Q: 3 clusters Score -1990914 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1991222.250000 Penalty: 4849.118652
	Iteration 9Q: 3 clusters Score -1991222 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1991506.375000 Penalty: 4849.118652
	Iteration 10Q: 3 clusters Score -1991506 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1991764.250000 Penalty: 4849.118652
	Iteration 11Q: 3 clusters Score -1991764 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1992014.500000 Penalty: 4849.118652
	Iteration 12Q: 3 clusters Score -1992014 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1992257.375000 Penalty: 4849.118652
	Iteration 13Q: 3 clusters Score -1992257 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1992517.250000 Penalty: 4849.118652
	Iteration 14Q: 3 clusters Score -1992517 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1992804.125000 Penalty: 4849.118652
	Iteration 15Q: 3 clusters Score -1992804 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1993139.375000 Penalty: 4849.118652
	Iteration 16Q: 3 clusters Score -1993139 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1993456.875000 Penalty: 4849.118652
	Iteration 17Q: 3 clusters Score -1993457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1993786.125000 Penalty: 4849.118652
	Iteration 18Q: 3 clusters Score -1993786 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1993989.500000 Penalty: 4849.118652
	Iteration 19Q: 3 clusters Score -1993990 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1994118.250000 Penalty: 4849.118652
	Iteration 20F: 3 clusters Score -1994118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1994197.875000 Penalty: 4849.118652
	Iteration 21Q: 3 clusters Score -1994198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1994245.000000 Penalty: 4849.118652
	Iteration 22Q: 3 clusters Score -1994245 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1994281.625000 Penalty: 4849.118652
	Iteration 23Q: 3 clusters Score -1994282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1994314.000000 Penalty: 4849.118652
	Iteration 24Q: 3 clusters Score -1994314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1994329.500000 Penalty: 4849.118652
	Iteration 25Q: 3 clusters Score -1994330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1994339.875000 Penalty: 4849.118652
	Iteration 26Q: 3 clusters Score -1994340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1994349.750000 Penalty: 4849.118652
	Iteration 27Q: 3 clusters Score -1994350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1994354.500000 Penalty: 4849.118652
	Iteration 28Q: 3 clusters Score -1994354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1994354.000000 Penalty: 4849.118652
	Iteration 29Q: 3 clusters Score -1994354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1994352.500000 Penalty: 4849.118652
	Iteration 30Q: 3 clusters Score -1994352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1994354.125000 Penalty: 4849.118652
	Iteration 31Q: 3 clusters Score -1994354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1994355.625000 Penalty: 4849.118652
	Iteration 32Q: 3 clusters Score -1994356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1994358.500000 Penalty: 4849.118652
	Iteration 33Q: 3 clusters Score -1994358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1994358.250000 Penalty: 4849.118652
	Iteration 34Q: 3 clusters Score -1994358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1994358.250000 Penalty: 4849.118652
	Iteration 35F: 3 clusters Score -1994358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -712380.812500 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -712380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -706813.312500 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -706813.3 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -708852.875000 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -708852.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -709619.125000 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -709619.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -710925.250000 Penalty: 4378.497070
	Iteration 3F: 3 clusters Score -710925.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -712779.875000 Penalty: 4378.497070
	Iteration 4F: 3 clusters Score -712779.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -714062.062500 Penalty: 4378.497070
	Iteration 5F: 3 clusters Score -714062.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -714866.937500 Penalty: 4378.497070
	Iteration 6F: 3 clusters Score -714866.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -715255.937500 Penalty: 4378.497070
	Iteration 7Q: 3 clusters Score -715255.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -715494.125000 Penalty: 4378.497070
	Iteration 8Q: 3 clusters Score -715494.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -715648.312500 Penalty: 4378.497070
	Iteration 9Q: 3 clusters Score -715648.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -715728.250000 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -715728.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -715786.562500 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -715786.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -715831.062500 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -715831.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -715857.312500 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -715857.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -715878.625000 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -715878.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -715886.687500 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -715886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -715892.250000 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -715892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -715894.312500 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -715894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -715895.125000 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -715895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -715896.000000 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -715896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -715897.937500 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -715897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -715899.000000 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -715899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -715901.000000 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -715901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -715904.250000 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -715904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -715908.812500 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -715908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -715913.687500 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -715913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -715917.250000 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -715917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -715918.812500 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -715918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -715921.187500 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -715921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -715923.687500 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -715923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -715925.187500 Penalty: 4378.497070
	Iteration 30Q: 3 clusters Score -715925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -715925.187500 Penalty: 4378.497070
	Iteration 31F: 3 clusters Score -715925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 22789 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Entering Unmasked Estep 
Score: -212144912.000000 Penalty: 237143.906250
Splitting cluster 9 changes total score from -212138608.000000 to -212144912.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 10 (22789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Entering Unmasked Estep 
Score: -2493594.500000 Penalty: 2488.440186
	Iteration 0F: 2 clusters Score -2493594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2477855.000000 Penalty: 4976.880371
	Iteration 0F: 3 clusters Score -2477855 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2483875.750000 Penalty: 4976.880371
	Iteration 1F: 3 clusters Score -2483876 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2485256.000000 Penalty: 4976.880371
	Iteration 2F: 3 clusters Score -2485256 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2487076.000000 Penalty: 4976.880371
	Iteration 3F: 3 clusters Score -2487076 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2489322.000000 Penalty: 4976.880371
	Iteration 4F: 3 clusters Score -2489322 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2492096.750000 Penalty: 4976.880371
	Iteration 5F: 3 clusters Score -2492097 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2495524.500000 Penalty: 4976.880371
	Iteration 6F: 3 clusters Score -2495524 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2497230.250000 Penalty: 4976.880371
	Iteration 7F: 3 clusters Score -2497230 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2498477.000000 Penalty: 4976.880371
	Iteration 8Q: 3 clusters Score -2498477 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2499897.750000 Penalty: 4976.880371
	Iteration 9Q: 3 clusters Score -2499898 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2500865.750000 Penalty: 4976.880371
	Iteration 10Q: 3 clusters Score -2500866 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2501145.250000 Penalty: 4976.880371
	Iteration 11Q: 3 clusters Score -2501145 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2501189.250000 Penalty: 4976.880371
	Iteration 12Q: 3 clusters Score -2501189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2501199.500000 Penalty: 4976.880371
	Iteration 13Q: 3 clusters Score -2501200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2501205.750000 Penalty: 4976.880371
	Iteration 14Q: 3 clusters Score -2501206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2501209.250000 Penalty: 4976.880371
	Iteration 15Q: 3 clusters Score -2501209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2501207.000000 Penalty: 4976.880371
	Iteration 16Q: 3 clusters Score -2501207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2501206.500000 Penalty: 4976.880371
	Iteration 17Q: 3 clusters Score -2501206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2501205.250000 Penalty: 4976.880371
	Iteration 18Q: 3 clusters Score -2501205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2501203.250000 Penalty: 4976.880371
	Iteration 19Q: 3 clusters Score -2501203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2501203.250000 Penalty: 4976.880371
	Iteration 20F: 3 clusters Score -2501203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Entering Unmasked Estep 
Score: -212152832.000000 Penalty: 240737.000000
Splitting cluster 10 changes total score from -212138608.000000 to -212152832.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 11 (9770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Entering Unmasked Estep 
Score: -1079655.750000 Penalty: 2278.393799
	Iteration 0F: 2 clusters Score -1079656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1072102.500000 Penalty: 4556.787598
	Iteration 0F: 3 clusters Score -1072102 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1074437.250000 Penalty: 4556.787598
	Iteration 1F: 3 clusters Score -1074437 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1075015.875000 Penalty: 4556.787598
	Iteration 2F: 3 clusters Score -1075016 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1075777.750000 Penalty: 4556.787598
	Iteration 3F: 3 clusters Score -1075778 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1077032.250000 Penalty: 4556.787598
	Iteration 4F: 3 clusters Score -1077032 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1078955.750000 Penalty: 4556.787598
	Iteration 5F: 3 clusters Score -1078956 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1080470.875000 Penalty: 4556.787598
	Iteration 6F: 3 clusters Score -1080471 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1081355.875000 Penalty: 4556.787598
	Iteration 7F: 3 clusters Score -1081356 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1082093.625000 Penalty: 4556.787598
	Iteration 8Q: 3 clusters Score -1082094 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1083178.375000 Penalty: 4556.787598
	Iteration 9Q: 3 clusters Score -1083178 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1084902.625000 Penalty: 4556.787598
	Iteration 10Q: 3 clusters Score -1084903 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1085459.375000 Penalty: 4556.787598
	Iteration 11Q: 3 clusters Score -1085459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1085477.125000 Penalty: 4556.787598
	Iteration 12Q: 3 clusters Score -1085477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1085480.500000 Penalty: 4556.787598
	Iteration 13Q: 3 clusters Score -1085480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1085478.375000 Penalty: 4556.787598
	Iteration 14Q: 3 clusters Score -1085478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1085479.250000 Penalty: 4556.787598
	Iteration 15F: 3 clusters Score -1085479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1085481.625000 Penalty: 4556.787598
	Iteration 16Q: 3 clusters Score -1085482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1085481.625000 Penalty: 4556.787598
	Iteration 17F: 3 clusters Score -1085482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Entering Unmasked Estep 
Score: -212157312.000000 Penalty: 244330.078125
Splitting cluster 11 changes total score from -212138608.000000 to -212157312.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 12 (253736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253736 members 
Entering Unmasked Estep 
Score: -29721794.000000 Penalty: 3086.124268
	Iteration 0F: 2 clusters Score -2.972179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 126541 members 
Entering Unmasked Estep 
Score: -29560636.000000 Penalty: 6172.248535
	Iteration 0F: 3 clusters Score -2.956064e+07 nChanged 122395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 121982 members 
Entering Unmasked Estep 
Score: -29633726.000000 Penalty: 6172.248535
	Iteration 1F: 3 clusters Score -2.963373e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135105 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -29635794.000000 Penalty: 6172.248535
	Iteration 2Q: 3 clusters Score -2.963579e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140273 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -29638688.000000 Penalty: 6172.248535
	Iteration 3Q: 3 clusters Score -2.963869e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147772 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -29643282.000000 Penalty: 6172.248535
	Iteration 4Q: 3 clusters Score -2.964328e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158604 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -29650044.000000 Penalty: 6172.248535
	Iteration 5F: 3 clusters Score -2.965004e+07 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -29659566.000000 Penalty: 6172.248535
	Iteration 6F: 3 clusters Score -2.965957e+07 nChanged 18936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190867 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -29671462.000000 Penalty: 6172.248535
	Iteration 7F: 3 clusters Score -2.967146e+07 nChanged 18924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -29683922.000000 Penalty: 6172.248535
	Iteration 8F: 3 clusters Score -2.968392e+07 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224559 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -29695000.000000 Penalty: 6172.248535
	Iteration 9F: 3 clusters Score -2.9695e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236056 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -29703924.000000 Penalty: 6172.248535
	Iteration 10Q: 3 clusters Score -2.970392e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243736 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -29710748.000000 Penalty: 6172.248535
	Iteration 11Q: 3 clusters Score -2.971075e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248270 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -29714770.000000 Penalty: 6172.248535
	Iteration 12Q: 3 clusters Score -2.971477e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250614 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -29716918.000000 Penalty: 6172.248535
	Iteration 13Q: 3 clusters Score -2.971692e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251730 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -29717916.000000 Penalty: 6172.248535
	Iteration 14Q: 3 clusters Score -2.971792e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252253 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -29718392.000000 Penalty: 6172.248535
	Iteration 15Q: 3 clusters Score -2.971839e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252495 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -29718592.000000 Penalty: 6172.248535
	Iteration 16Q: 3 clusters Score -2.971859e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252650 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -29718760.000000 Penalty: 6172.248535
	Iteration 17Q: 3 clusters Score -2.971876e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252740 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -29718898.000000 Penalty: 6172.248535
	Iteration 18Q: 3 clusters Score -2.97189e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -29718934.000000 Penalty: 6172.248535
	Iteration 19Q: 3 clusters Score -2.971893e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252854 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -29718968.000000 Penalty: 6172.248535
	Iteration 20F: 3 clusters Score -2.971897e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252885 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -29718960.000000 Penalty: 6172.248535
	Iteration 21Q: 3 clusters Score -2.971896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252915 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -29718948.000000 Penalty: 6172.248535
	Iteration 22Q: 3 clusters Score -2.971895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -29718986.000000 Penalty: 6172.248535
	Iteration 23Q: 3 clusters Score -2.971899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252950 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -29719000.000000 Penalty: 6172.248535
	Iteration 24Q: 3 clusters Score -2.9719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252957 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -29718988.000000 Penalty: 6172.248535
	Iteration 25Q: 3 clusters Score -2.971899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252970 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -29718998.000000 Penalty: 6172.248535
	Iteration 26Q: 3 clusters Score -2.9719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252976 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -29718996.000000 Penalty: 6172.248535
	Iteration 27Q: 3 clusters Score -2.9719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252984 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -29719020.000000 Penalty: 6172.248535
	Iteration 28Q: 3 clusters Score -2.971902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252985 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -29719030.000000 Penalty: 6172.248535
	Iteration 29Q: 3 clusters Score -2.971903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252994 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -29719050.000000 Penalty: 6172.248535
	Iteration 30Q: 3 clusters Score -2.971905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253006 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -29719072.000000 Penalty: 6172.248535
	Iteration 31Q: 3 clusters Score -2.971907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253009 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -29719062.000000 Penalty: 6172.248535
	Iteration 32Q: 3 clusters Score -2.971906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253008 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -29719056.000000 Penalty: 6172.248535
	Iteration 33Q: 3 clusters Score -2.971906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -29719082.000000 Penalty: 6172.248535
	Iteration 34Q: 3 clusters Score -2.971908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -29719080.000000 Penalty: 6172.248535
	Iteration 35Q: 3 clusters Score -2.971908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253010 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -29719084.000000 Penalty: 6172.248535
	Iteration 36Q: 3 clusters Score -2.971908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253013 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -29719080.000000 Penalty: 6172.248535
	Iteration 37Q: 3 clusters Score -2.971908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253014 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -29719084.000000 Penalty: 6172.248535
	Iteration 38Q: 3 clusters Score -2.971908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253017 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -29719082.000000 Penalty: 6172.248535
	Iteration 39Q: 3 clusters Score -2.971908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253016 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -29719080.000000 Penalty: 6172.248535
	Iteration 40F: 3 clusters Score -2.971908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253017 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -29719086.000000 Penalty: 6172.248535
	Iteration 41Q: 3 clusters Score -2.971909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253018 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -29719086.000000 Penalty: 6172.248535
	Iteration 42Q: 3 clusters Score -2.971909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253018 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -29719086.000000 Penalty: 6172.248535
	Iteration 43F: 3 clusters Score -2.971909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Entering Unmasked Estep 
Score: -1271631.375000 Penalty: 2325.610840
	Iteration 0F: 2 clusters Score -1271631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1262845.375000 Penalty: 4651.221680
	Iteration 0F: 3 clusters Score -1262845 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1265727.250000 Penalty: 4651.221680
	Iteration 1F: 3 clusters Score -1265727 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1266466.500000 Penalty: 4651.221680
	Iteration 2F: 3 clusters Score -1266466 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1267453.625000 Penalty: 4651.221680
	Iteration 3F: 3 clusters Score -1267454 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1268479.000000 Penalty: 4651.221680
	Iteration 4F: 3 clusters Score -1268479 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1269197.375000 Penalty: 4651.221680
	Iteration 5F: 3 clusters Score -1269197 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1269609.750000 Penalty: 4651.221680
	Iteration 6F: 3 clusters Score -1269610 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1269810.000000 Penalty: 4651.221680
	Iteration 7Q: 3 clusters Score -1269810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1269925.875000 Penalty: 4651.221680
	Iteration 8Q: 3 clusters Score -1269926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1269976.250000 Penalty: 4651.221680
	Iteration 9Q: 3 clusters Score -1269976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1270001.000000 Penalty: 4651.221680
	Iteration 10Q: 3 clusters Score -1270001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1270021.625000 Penalty: 4651.221680
	Iteration 11Q: 3 clusters Score -1270022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1270038.375000 Penalty: 4651.221680
	Iteration 12Q: 3 clusters Score -1270038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1270049.625000 Penalty: 4651.221680
	Iteration 13Q: 3 clusters Score -1270050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1270058.500000 Penalty: 4651.221680
	Iteration 14Q: 3 clusters Score -1270058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1270066.375000 Penalty: 4651.221680
	Iteration 15Q: 3 clusters Score -1270066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1270073.500000 Penalty: 4651.221680
	Iteration 16Q: 3 clusters Score -1270074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1270088.500000 Penalty: 4651.221680
	Iteration 17Q: 3 clusters Score -1270088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1270092.750000 Penalty: 4651.221680
	Iteration 18Q: 3 clusters Score -1270093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1270096.375000 Penalty: 4651.221680
	Iteration 19Q: 3 clusters Score -1270096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1270099.500000 Penalty: 4651.221680
	Iteration 20F: 3 clusters Score -1270100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1270104.875000 Penalty: 4651.221680
	Iteration 21Q: 3 clusters Score -1270105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1270107.125000 Penalty: 4651.221680
	Iteration 22Q: 3 clusters Score -1270107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1270104.000000 Penalty: 4651.221680
	Iteration 23Q: 3 clusters Score -1270104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1270107.375000 Penalty: 4651.221680
	Iteration 24Q: 3 clusters Score -1270107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1270110.250000 Penalty: 4651.221680
	Iteration 25Q: 3 clusters Score -1270110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1270116.375000 Penalty: 4651.221680
	Iteration 26Q: 3 clusters Score -1270116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1270118.125000 Penalty: 4651.221680
	Iteration 27Q: 3 clusters Score -1270118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1270121.500000 Penalty: 4651.221680
	Iteration 28Q: 3 clusters Score -1270122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1270120.625000 Penalty: 4651.221680
	Iteration 29Q: 3 clusters Score -1270121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1270119.000000 Penalty: 4651.221680
	Iteration 30Q: 3 clusters Score -1270119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1270120.250000 Penalty: 4651.221680
	Iteration 31Q: 3 clusters Score -1270120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1270119.500000 Penalty: 4651.221680
	Iteration 32Q: 3 clusters Score -1270120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1270121.500000 Penalty: 4651.221680
	Iteration 33Q: 3 clusters Score -1270122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1270119.625000 Penalty: 4651.221680
	Iteration 34Q: 3 clusters Score -1270120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1270121.125000 Penalty: 4651.221680
	Iteration 35Q: 3 clusters Score -1270121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1270120.750000 Penalty: 4651.221680
	Iteration 36Q: 3 clusters Score -1270121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1270124.375000 Penalty: 4651.221680
	Iteration 37Q: 3 clusters Score -1270124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1270125.125000 Penalty: 4651.221680
	Iteration 38Q: 3 clusters Score -1270125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1270125.375000 Penalty: 4651.221680
	Iteration 39Q: 3 clusters Score -1270125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1270129.375000 Penalty: 4651.221680
	Iteration 40F: 3 clusters Score -1270129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1270134.125000 Penalty: 4651.221680
	Iteration 41Q: 3 clusters Score -1270134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1270140.500000 Penalty: 4651.221680
	Iteration 42Q: 3 clusters Score -1270140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1270146.125000 Penalty: 4651.221680
	Iteration 43Q: 3 clusters Score -1270146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1270146.250000 Penalty: 4651.221680
	Iteration 44Q: 3 clusters Score -1270146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1270150.000000 Penalty: 4651.221680
	Iteration 45Q: 3 clusters Score -1270150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1270154.250000 Penalty: 4651.221680
	Iteration 46Q: 3 clusters Score -1270154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1270162.500000 Penalty: 4651.221680
	Iteration 47Q: 3 clusters Score -1270162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1270174.375000 Penalty: 4651.221680
	Iteration 48Q: 3 clusters Score -1270174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1270187.875000 Penalty: 4651.221680
	Iteration 49Q: 3 clusters Score -1270188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1270205.375000 Penalty: 4651.221680
	Iteration 50Q: 3 clusters Score -1270205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1270220.500000 Penalty: 4651.221680
	Iteration 51Q: 3 clusters Score -1270220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1270223.000000 Penalty: 4651.221680
	Iteration 52Q: 3 clusters Score -1270223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1270232.000000 Penalty: 4651.221680
	Iteration 53Q: 3 clusters Score -1270232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1270238.500000 Penalty: 4651.221680
	Iteration 54Q: 3 clusters Score -1270238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1270252.750000 Penalty: 4651.221680
	Iteration 55Q: 3 clusters Score -1270253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1270265.750000 Penalty: 4651.221680
	Iteration 56Q: 3 clusters Score -1270266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1270271.625000 Penalty: 4651.221680
	Iteration 57Q: 3 clusters Score -1270272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1270279.125000 Penalty: 4651.221680
	Iteration 58Q: 3 clusters Score -1270279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1270290.125000 Penalty: 4651.221680
	Iteration 59Q: 3 clusters Score -1270290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1270299.125000 Penalty: 4651.221680
	Iteration 60F: 3 clusters Score -1270299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1270302.625000 Penalty: 4651.221680
	Iteration 61Q: 3 clusters Score -1270303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1270303.375000 Penalty: 4651.221680
	Iteration 62Q: 3 clusters Score -1270303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1270308.875000 Penalty: 4651.221680
	Iteration 63Q: 3 clusters Score -1270309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1270313.875000 Penalty: 4651.221680
	Iteration 64Q: 3 clusters Score -1270314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1270316.625000 Penalty: 4651.221680
	Iteration 65Q: 3 clusters Score -1270317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1270320.125000 Penalty: 4651.221680
	Iteration 66Q: 3 clusters Score -1270320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1270316.625000 Penalty: 4651.221680
	Iteration 67Q: 3 clusters Score -1270317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1270322.500000 Penalty: 4651.221680
	Iteration 68Q: 3 clusters Score -1270322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1270330.500000 Penalty: 4651.221680
	Iteration 69Q: 3 clusters Score -1270330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1270334.750000 Penalty: 4651.221680
	Iteration 70Q: 3 clusters Score -1270335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1270334.500000 Penalty: 4651.221680
	Iteration 71Q: 3 clusters Score -1270334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1270339.750000 Penalty: 4651.221680
	Iteration 72Q: 3 clusters Score -1270340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1270340.250000 Penalty: 4651.221680
	Iteration 73Q: 3 clusters Score -1270340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1270340.625000 Penalty: 4651.221680
	Iteration 74Q: 3 clusters Score -1270341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1270345.125000 Penalty: 4651.221680
	Iteration 75Q: 3 clusters Score -1270345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1270348.875000 Penalty: 4651.221680
	Iteration 76Q: 3 clusters Score -1270349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1270347.000000 Penalty: 4651.221680
	Iteration 77Q: 3 clusters Score -1270347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1270350.500000 Penalty: 4651.221680
	Iteration 78Q: 3 clusters Score -1270350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1270350.875000 Penalty: 4651.221680
	Iteration 79Q: 3 clusters Score -1270351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1270352.375000 Penalty: 4651.221680
	Iteration 80F: 3 clusters Score -1270352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1270353.500000 Penalty: 4651.221680
	Iteration 81Q: 3 clusters Score -1270354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1270352.000000 Penalty: 4651.221680
	Iteration 82Q: 3 clusters Score -1270352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1270354.750000 Penalty: 4651.221680
	Iteration 83Q: 3 clusters Score -1270355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1270357.375000 Penalty: 4651.221680
	Iteration 84Q: 3 clusters Score -1270357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1270357.750000 Penalty: 4651.221680
	Iteration 85Q: 3 clusters Score -1270358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1270358.875000 Penalty: 4651.221680
	Iteration 86Q: 3 clusters Score -1270359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1270359.875000 Penalty: 4651.221680
	Iteration 87Q: 3 clusters Score -1270360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1270363.750000 Penalty: 4651.221680
	Iteration 88Q: 3 clusters Score -1270364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1270364.375000 Penalty: 4651.221680
	Iteration 89Q: 3 clusters Score -1270364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1270362.125000 Penalty: 4651.221680
	Iteration 90Q: 3 clusters Score -1270362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1270367.250000 Penalty: 4651.221680
	Iteration 91Q: 3 clusters Score -1270367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1270366.875000 Penalty: 4651.221680
	Iteration 92Q: 3 clusters Score -1270367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1270368.375000 Penalty: 4651.221680
	Iteration 93Q: 3 clusters Score -1270368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1270374.250000 Penalty: 4651.221680
	Iteration 94Q: 3 clusters Score -1270374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1270374.500000 Penalty: 4651.221680
	Iteration 95Q: 3 clusters Score -1270374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1270373.875000 Penalty: 4651.221680
	Iteration 96Q: 3 clusters Score -1270374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1270372.625000 Penalty: 4651.221680
	Iteration 97Q: 3 clusters Score -1270373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1270377.625000 Penalty: 4651.221680
	Iteration 98Q: 3 clusters Score -1270378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1270378.000000 Penalty: 4651.221680
	Iteration 99Q: 3 clusters Score -1270378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1270377.250000 Penalty: 4651.221680
	Iteration 100F: 3 clusters Score -1270377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1270379.000000 Penalty: 4651.221680
	Iteration 101Q: 3 clusters Score -1270379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1270378.500000 Penalty: 4651.221680
	Iteration 102Q: 3 clusters Score -1270378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1270377.000000 Penalty: 4651.221680
	Iteration 103Q: 3 clusters Score -1270377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1270376.375000 Penalty: 4651.221680
	Iteration 104Q: 3 clusters Score -1270376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1270375.625000 Penalty: 4651.221680
	Iteration 105Q: 3 clusters Score -1270376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1270377.250000 Penalty: 4651.221680
	Iteration 106Q: 3 clusters Score -1270377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1270375.125000 Penalty: 4651.221680
	Iteration 107Q: 3 clusters Score -1270375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1270378.875000 Penalty: 4651.221680
	Iteration 108Q: 3 clusters Score -1270379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1270378.750000 Penalty: 4651.221680
	Iteration 109Q: 3 clusters Score -1270379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1270377.875000 Penalty: 4651.221680
	Iteration 110Q: 3 clusters Score -1270378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1270378.500000 Penalty: 4651.221680
	Iteration 111Q: 3 clusters Score -1270378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1270378.000000 Penalty: 4651.221680
	Iteration 112Q: 3 clusters Score -1270378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1270378.000000 Penalty: 4651.221680
	Iteration 113Q: 3 clusters Score -1270378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1270379.250000 Penalty: 4651.221680
	Iteration 114Q: 3 clusters Score -1270379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1270379.625000 Penalty: 4651.221680
	Iteration 115Q: 3 clusters Score -1270380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1270377.875000 Penalty: 4651.221680
	Iteration 116Q: 3 clusters Score -1270378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1270379.250000 Penalty: 4651.221680
	Iteration 117Q: 3 clusters Score -1270379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1270379.625000 Penalty: 4651.221680
	Iteration 118Q: 3 clusters Score -1270380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1270380.000000 Penalty: 4651.221680
	Iteration 119Q: 3 clusters Score -1270380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1270381.875000 Penalty: 4651.221680
	Iteration 120F: 3 clusters Score -1270382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1270382.125000 Penalty: 4651.221680
	Iteration 121Q: 3 clusters Score -1270382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1270383.125000 Penalty: 4651.221680
	Iteration 122Q: 3 clusters Score -1270383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1270384.000000 Penalty: 4651.221680
	Iteration 123Q: 3 clusters Score -1270384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1270390.750000 Penalty: 4651.221680
	Iteration 124Q: 3 clusters Score -1270391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1270398.125000 Penalty: 4651.221680
	Iteration 125Q: 3 clusters Score -1270398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1270400.875000 Penalty: 4651.221680
	Iteration 126Q: 3 clusters Score -1270401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1270405.375000 Penalty: 4651.221680
	Iteration 127Q: 3 clusters Score -1270405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1270408.375000 Penalty: 4651.221680
	Iteration 128Q: 3 clusters Score -1270408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1270415.750000 Penalty: 4651.221680
	Iteration 129Q: 3 clusters Score -1270416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1270417.750000 Penalty: 4651.221680
	Iteration 130Q: 3 clusters Score -1270418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1270418.250000 Penalty: 4651.221680
	Iteration 131Q: 3 clusters Score -1270418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1270425.250000 Penalty: 4651.221680
	Iteration 132Q: 3 clusters Score -1270425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1270424.375000 Penalty: 4651.221680
	Iteration 133Q: 3 clusters Score -1270424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1270428.375000 Penalty: 4651.221680
	Iteration 134Q: 3 clusters Score -1270428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1270430.500000 Penalty: 4651.221680
	Iteration 135Q: 3 clusters Score -1270430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1270435.375000 Penalty: 4651.221680
	Iteration 136Q: 3 clusters Score -1270435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1270436.000000 Penalty: 4651.221680
	Iteration 137Q: 3 clusters Score -1270436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1270440.250000 Penalty: 4651.221680
	Iteration 138Q: 3 clusters Score -1270440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1270445.500000 Penalty: 4651.221680
	Iteration 139Q: 3 clusters Score -1270446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1270451.375000 Penalty: 4651.221680
	Iteration 140F: 3 clusters Score -1270451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1270453.125000 Penalty: 4651.221680
	Iteration 141Q: 3 clusters Score -1270453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1270458.250000 Penalty: 4651.221680
	Iteration 142Q: 3 clusters Score -1270458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1270459.375000 Penalty: 4651.221680
	Iteration 143Q: 3 clusters Score -1270459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1270463.000000 Penalty: 4651.221680
	Iteration 144Q: 3 clusters Score -1270463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1270468.125000 Penalty: 4651.221680
	Iteration 145Q: 3 clusters Score -1270468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1270473.875000 Penalty: 4651.221680
	Iteration 146Q: 3 clusters Score -1270474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1270477.125000 Penalty: 4651.221680
	Iteration 147Q: 3 clusters Score -1270477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1270482.625000 Penalty: 4651.221680
	Iteration 148Q: 3 clusters Score -1270483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1270485.000000 Penalty: 4651.221680
	Iteration 149Q: 3 clusters Score -1270485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1270491.250000 Penalty: 4651.221680
	Iteration 150Q: 3 clusters Score -1270491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1270496.375000 Penalty: 4651.221680
	Iteration 151Q: 3 clusters Score -1270496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1270506.500000 Penalty: 4651.221680
	Iteration 152Q: 3 clusters Score -1270506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1270512.125000 Penalty: 4651.221680
	Iteration 153Q: 3 clusters Score -1270512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1270516.000000 Penalty: 4651.221680
	Iteration 154Q: 3 clusters Score -1270516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1270524.875000 Penalty: 4651.221680
	Iteration 155Q: 3 clusters Score -1270525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1270545.250000 Penalty: 4651.221680
	Iteration 156Q: 3 clusters Score -1270545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1270561.625000 Penalty: 4651.221680
	Iteration 157Q: 3 clusters Score -1270562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1270586.625000 Penalty: 4651.221680
	Iteration 158Q: 3 clusters Score -1270587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1270613.625000 Penalty: 4651.221680
	Iteration 159Q: 3 clusters Score -1270614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1270636.750000 Penalty: 4651.221680
	Iteration 160F: 3 clusters Score -1270637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1270659.750000 Penalty: 4651.221680
	Iteration 161Q: 3 clusters Score -1270660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1270685.000000 Penalty: 4651.221680
	Iteration 162Q: 3 clusters Score -1270685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1270716.625000 Penalty: 4651.221680
	Iteration 163Q: 3 clusters Score -1270717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1270744.500000 Penalty: 4651.221680
	Iteration 164Q: 3 clusters Score -1270744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1270776.250000 Penalty: 4651.221680
	Iteration 165Q: 3 clusters Score -1270776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1270817.875000 Penalty: 4651.221680
	Iteration 166Q: 3 clusters Score -1270818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1270847.875000 Penalty: 4651.221680
	Iteration 167Q: 3 clusters Score -1270848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1270885.875000 Penalty: 4651.221680
	Iteration 168Q: 3 clusters Score -1270886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1270933.875000 Penalty: 4651.221680
	Iteration 169Q: 3 clusters Score -1270934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1270979.125000 Penalty: 4651.221680
	Iteration 170Q: 3 clusters Score -1270979 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1271023.875000 Penalty: 4651.221680
	Iteration 171Q: 3 clusters Score -1271024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1271096.500000 Penalty: 4651.221680
	Iteration 172Q: 3 clusters Score -1271096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1271226.875000 Penalty: 4651.221680
	Iteration 173Q: 3 clusters Score -1271227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1271478.000000 Penalty: 4651.221680
	Iteration 174Q: 3 clusters Score -1271478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1271824.750000 Penalty: 4651.221680
	Iteration 175Q: 3 clusters Score -1271825 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1272055.125000 Penalty: 4651.221680
	Iteration 176Q: 3 clusters Score -1272055 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1272202.250000 Penalty: 4651.221680
	Iteration 177Q: 3 clusters Score -1272202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1272335.500000 Penalty: 4651.221680
	Iteration 178Q: 3 clusters Score -1272336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1272456.125000 Penalty: 4651.221680
	Iteration 179Q: 3 clusters Score -1272456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1272573.500000 Penalty: 4651.221680
	Iteration 180F: 3 clusters Score -1272574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1272699.500000 Penalty: 4651.221680
	Iteration 181Q: 3 clusters Score -1272700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1272826.750000 Penalty: 4651.221680
	Iteration 182Q: 3 clusters Score -1272827 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1272932.125000 Penalty: 4651.221680
	Iteration 183Q: 3 clusters Score -1272932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1273008.250000 Penalty: 4651.221680
	Iteration 184Q: 3 clusters Score -1273008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1273058.875000 Penalty: 4651.221680
	Iteration 185Q: 3 clusters Score -1273059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1273090.750000 Penalty: 4651.221680
	Iteration 186Q: 3 clusters Score -1273091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1273114.250000 Penalty: 4651.221680
	Iteration 187Q: 3 clusters Score -1273114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1273137.125000 Penalty: 4651.221680
	Iteration 188Q: 3 clusters Score -1273137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1273148.250000 Penalty: 4651.221680
	Iteration 189Q: 3 clusters Score -1273148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1273163.125000 Penalty: 4651.221680
	Iteration 190Q: 3 clusters Score -1273163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1273174.000000 Penalty: 4651.221680
	Iteration 191Q: 3 clusters Score -1273174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1273181.250000 Penalty: 4651.221680
	Iteration 192Q: 3 clusters Score -1273181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1273187.375000 Penalty: 4651.221680
	Iteration 193Q: 3 clusters Score -1273187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1273194.375000 Penalty: 4651.221680
	Iteration 194Q: 3 clusters Score -1273194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1273194.500000 Penalty: 4651.221680
	Iteration 195Q: 3 clusters Score -1273194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1273199.750000 Penalty: 4651.221680
	Iteration 196Q: 3 clusters Score -1273200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1273201.500000 Penalty: 4651.221680
	Iteration 197Q: 3 clusters Score -1273202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1273198.875000 Penalty: 4651.221680
	Iteration 198Q: 3 clusters Score -1273199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1273201.250000 Penalty: 4651.221680
	Iteration 199Q: 3 clusters Score -1273201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1273201.375000 Penalty: 4651.221680
	Iteration 200F: 3 clusters Score -1273201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1273202.500000 Penalty: 4651.221680
	Iteration 201Q: 3 clusters Score -1273202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1273206.375000 Penalty: 4651.221680
	Iteration 202Q: 3 clusters Score -1273206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1273207.125000 Penalty: 4651.221680
	Iteration 203Q: 3 clusters Score -1273207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1273211.625000 Penalty: 4651.221680
	Iteration 204Q: 3 clusters Score -1273212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1273211.500000 Penalty: 4651.221680
	Iteration 205Q: 3 clusters Score -1273212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1273211.125000 Penalty: 4651.221680
	Iteration 206Q: 3 clusters Score -1273211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1273213.750000 Penalty: 4651.221680
	Iteration 207Q: 3 clusters Score -1273214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1273212.125000 Penalty: 4651.221680
	Iteration 208Q: 3 clusters Score -1273212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1273213.250000 Penalty: 4651.221680
	Iteration 209Q: 3 clusters Score -1273213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1273214.125000 Penalty: 4651.221680
	Iteration 210Q: 3 clusters Score -1273214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1273211.500000 Penalty: 4651.221680
	Iteration 211Q: 3 clusters Score -1273212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1273211.000000 Penalty: 4651.221680
	Iteration 212Q: 3 clusters Score -1273211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1273211.000000 Penalty: 4651.221680
	Iteration 213F: 3 clusters Score -1273211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Entering Unmasked Estep 
Score: -212157888.000000 Penalty: 247923.171875
Splitting cluster 13 changes total score from -212138608.000000 to -212157888.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 14 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1378278.875000 Penalty: 2332.256592
	Iteration 0F: 2 clusters Score -1378279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1369222.625000 Penalty: 4664.513184
	Iteration 0F: 3 clusters Score -1369223 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1371984.250000 Penalty: 4664.513184
	Iteration 1F: 3 clusters Score -1371984 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1372430.750000 Penalty: 4664.513184
	Iteration 2F: 3 clusters Score -1372431 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1372871.375000 Penalty: 4664.513184
	Iteration 3F: 3 clusters Score -1372871 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1373360.250000 Penalty: 4664.513184
	Iteration 4F: 3 clusters Score -1373360 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1373966.250000 Penalty: 4664.513184
	Iteration 5F: 3 clusters Score -1373966 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1374658.125000 Penalty: 4664.513184
	Iteration 6F: 3 clusters Score -1374658 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1375384.625000 Penalty: 4664.513184
	Iteration 7F: 3 clusters Score -1375385 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1376209.375000 Penalty: 4664.513184
	Iteration 8F: 3 clusters Score -1376209 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1376925.125000 Penalty: 4664.513184
	Iteration 9F: 3 clusters Score -1376925 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1377572.750000 Penalty: 4664.513184
	Iteration 10F: 3 clusters Score -1377573 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1378129.500000 Penalty: 4664.513184
	Iteration 11Q: 3 clusters Score -1378130 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1378625.250000 Penalty: 4664.513184
	Iteration 12Q: 3 clusters Score -1378625 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1379072.000000 Penalty: 4664.513184
	Iteration 13Q: 3 clusters Score -1379072 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1379296.500000 Penalty: 4664.513184
	Iteration 14Q: 3 clusters Score -1379296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1379370.125000 Penalty: 4664.513184
	Iteration 15Q: 3 clusters Score -1379370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1379410.875000 Penalty: 4664.513184
	Iteration 16Q: 3 clusters Score -1379411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1379423.375000 Penalty: 4664.513184
	Iteration 17Q: 3 clusters Score -1379423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1379433.625000 Penalty: 4664.513184
	Iteration 18Q: 3 clusters Score -1379434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1379439.375000 Penalty: 4664.513184
	Iteration 19Q: 3 clusters Score -1379439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1379440.250000 Penalty: 4664.513184
	Iteration 20F: 3 clusters Score -1379440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1379440.125000 Penalty: 4664.513184
	Iteration 21Q: 3 clusters Score -1379440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1379440.375000 Penalty: 4664.513184
	Iteration 22Q: 3 clusters Score -1379440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1379440.500000 Penalty: 4664.513184
	Iteration 23Q: 3 clusters Score -1379440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1379440.500000 Penalty: 4664.513184
	Iteration 24F: 3 clusters Score -1379440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Entering Unmasked Estep 
Score: -212157568.000000 Penalty: 251516.265625
Splitting cluster 14 changes total score from -212138608.000000 to -212157568.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 15 (34203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Entering Unmasked Estep 
Score: -3853784.250000 Penalty: 2589.136963
	Iteration 0F: 2 clusters Score -3853784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3830585.750000 Penalty: 5178.273926
	Iteration 0F: 3 clusters Score -3830586 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3839488.500000 Penalty: 5178.273926
	Iteration 1F: 3 clusters Score -3839488 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3840657.250000 Penalty: 5178.273926
	Iteration 2F: 3 clusters Score -3840657 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3842229.500000 Penalty: 5178.273926
	Iteration 3F: 3 clusters Score -3842230 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3843935.500000 Penalty: 5178.273926
	Iteration 4F: 3 clusters Score -3843936 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3845462.250000 Penalty: 5178.273926
	Iteration 5F: 3 clusters Score -3845462 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3846639.750000 Penalty: 5178.273926
	Iteration 6F: 3 clusters Score -3846640 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3847353.000000 Penalty: 5178.273926
	Iteration 7Q: 3 clusters Score -3847353 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3847771.000000 Penalty: 5178.273926
	Iteration 8Q: 3 clusters Score -3847771 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3848003.000000 Penalty: 5178.273926
	Iteration 9Q: 3 clusters Score -3848003 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3848128.250000 Penalty: 5178.273926
	Iteration 10Q: 3 clusters Score -3848128 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3848228.000000 Penalty: 5178.273926
	Iteration 11Q: 3 clusters Score -3848228 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3848311.500000 Penalty: 5178.273926
	Iteration 12Q: 3 clusters Score -3848312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3848335.000000 Penalty: 5178.273926
	Iteration 13Q: 3 clusters Score -3848335 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3848371.250000 Penalty: 5178.273926
	Iteration 14Q: 3 clusters Score -3848371 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3848388.750000 Penalty: 5178.273926
	Iteration 15Q: 3 clusters Score -3848389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3848407.250000 Penalty: 5178.273926
	Iteration 16Q: 3 clusters Score -3848407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3848428.500000 Penalty: 5178.273926
	Iteration 17Q: 3 clusters Score -3848428 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3848446.750000 Penalty: 5178.273926
	Iteration 18Q: 3 clusters Score -3848447 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3848474.500000 Penalty: 5178.273926
	Iteration 19Q: 3 clusters Score -3848474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3848471.750000 Penalty: 5178.273926
	Iteration 20F: 3 clusters Score -3848472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3848489.500000 Penalty: 5178.273926
	Iteration 21Q: 3 clusters Score -3848490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3848512.500000 Penalty: 5178.273926
	Iteration 22Q: 3 clusters Score -3848512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3848517.750000 Penalty: 5178.273926
	Iteration 23Q: 3 clusters Score -3848518 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3848532.750000 Penalty: 5178.273926
	Iteration 24Q: 3 clusters Score -3848533 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3848540.250000 Penalty: 5178.273926
	Iteration 25Q: 3 clusters Score -3848540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3848547.500000 Penalty: 5178.273926
	Iteration 26Q: 3 clusters Score -3848548 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3848587.250000 Penalty: 5178.273926
	Iteration 27Q: 3 clusters Score -3848587 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3848597.000000 Penalty: 5178.273926
	Iteration 28Q: 3 clusters Score -3848597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3848609.750000 Penalty: 5178.273926
	Iteration 29Q: 3 clusters Score -3848610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3848620.000000 Penalty: 5178.273926
	Iteration 30Q: 3 clusters Score -3848620 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3848635.250000 Penalty: 5178.273926
	Iteration 31Q: 3 clusters Score -3848635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3848633.750000 Penalty: 5178.273926
	Iteration 32Q: 3 clusters Score -3848634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3848659.500000 Penalty: 5178.273926
	Iteration 33Q: 3 clusters Score -3848660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3848686.000000 Penalty: 5178.273926
	Iteration 34Q: 3 clusters Score -3848686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3848692.750000 Penalty: 5178.273926
	Iteration 35Q: 3 clusters Score -3848693 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3848697.500000 Penalty: 5178.273926
	Iteration 36Q: 3 clusters Score -3848698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3848698.250000 Penalty: 5178.273926
	Iteration 37Q: 3 clusters Score -3848698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3848722.000000 Penalty: 5178.273926
	Iteration 38Q: 3 clusters Score -3848722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3848752.750000 Penalty: 5178.273926
	Iteration 39Q: 3 clusters Score -3848753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3848787.250000 Penalty: 5178.273926
	Iteration 40F: 3 clusters Score -3848787 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3848793.000000 Penalty: 5178.273926
	Iteration 41Q: 3 clusters Score -3848793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3848807.500000 Penalty: 5178.273926
	Iteration 42Q: 3 clusters Score -3848808 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3848820.000000 Penalty: 5178.273926
	Iteration 43Q: 3 clusters Score -3848820 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3848857.750000 Penalty: 5178.273926
	Iteration 44Q: 3 clusters Score -3848858 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3848912.000000 Penalty: 5178.273926
	Iteration 45Q: 3 clusters Score -3848912 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3848964.750000 Penalty: 5178.273926
	Iteration 46Q: 3 clusters Score -3848965 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3849021.750000 Penalty: 5178.273926
	Iteration 47Q: 3 clusters Score -3849022 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3849087.250000 Penalty: 5178.273926
	Iteration 48Q: 3 clusters Score -3849087 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3849143.750000 Penalty: 5178.273926
	Iteration 49Q: 3 clusters Score -3849144 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3849264.750000 Penalty: 5178.273926
	Iteration 50Q: 3 clusters Score -3849265 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3849355.750000 Penalty: 5178.273926
	Iteration 51Q: 3 clusters Score -3849356 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3849539.000000 Penalty: 5178.273926
	Iteration 52Q: 3 clusters Score -3849539 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3849742.500000 Penalty: 5178.273926
	Iteration 53Q: 3 clusters Score -3849742 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3850027.500000 Penalty: 5178.273926
	Iteration 54Q: 3 clusters Score -3850028 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3850349.750000 Penalty: 5178.273926
	Iteration 55Q: 3 clusters Score -3850350 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3850630.250000 Penalty: 5178.273926
	Iteration 56Q: 3 clusters Score -3850630 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3850865.500000 Penalty: 5178.273926
	Iteration 57Q: 3 clusters Score -3850866 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3851039.000000 Penalty: 5178.273926
	Iteration 58Q: 3 clusters Score -3851039 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3851198.250000 Penalty: 5178.273926
	Iteration 59Q: 3 clusters Score -3851198 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3851296.250000 Penalty: 5178.273926
	Iteration 60F: 3 clusters Score -3851296 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3851399.250000 Penalty: 5178.273926
	Iteration 61Q: 3 clusters Score -3851399 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3851485.250000 Penalty: 5178.273926
	Iteration 62Q: 3 clusters Score -3851485 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3851546.750000 Penalty: 5178.273926
	Iteration 63Q: 3 clusters Score -3851547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3851590.250000 Penalty: 5178.273926
	Iteration 64Q: 3 clusters Score -3851590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3851615.750000 Penalty: 5178.273926
	Iteration 65Q: 3 clusters Score -3851616 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3851655.000000 Penalty: 5178.273926
	Iteration 66Q: 3 clusters Score -3851655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3851700.500000 Penalty: 5178.273926
	Iteration 67Q: 3 clusters Score -3851700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3851727.750000 Penalty: 5178.273926
	Iteration 68Q: 3 clusters Score -3851728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3851762.750000 Penalty: 5178.273926
	Iteration 69Q: 3 clusters Score -3851763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3851774.750000 Penalty: 5178.273926
	Iteration 70Q: 3 clusters Score -3851775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3851791.250000 Penalty: 5178.273926
	Iteration 71Q: 3 clusters Score -3851791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3851828.500000 Penalty: 5178.273926
	Iteration 72Q: 3 clusters Score -3851828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3851862.500000 Penalty: 5178.273926
	Iteration 73Q: 3 clusters Score -3851862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3851880.000000 Penalty: 5178.273926
	Iteration 74Q: 3 clusters Score -3851880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3851889.250000 Penalty: 5178.273926
	Iteration 75Q: 3 clusters Score -3851889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3851903.250000 Penalty: 5178.273926
	Iteration 76Q: 3 clusters Score -3851903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3851922.750000 Penalty: 5178.273926
	Iteration 77Q: 3 clusters Score -3851923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3851937.000000 Penalty: 5178.273926
	Iteration 78Q: 3 clusters Score -3851937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3851947.750000 Penalty: 5178.273926
	Iteration 79Q: 3 clusters Score -3851948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3851961.250000 Penalty: 5178.273926
	Iteration 80F: 3 clusters Score -3851961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3851990.000000 Penalty: 5178.273926
	Iteration 81Q: 3 clusters Score -3851990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3851995.750000 Penalty: 5178.273926
	Iteration 82Q: 3 clusters Score -3851996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3852010.000000 Penalty: 5178.273926
	Iteration 83Q: 3 clusters Score -3852010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3852019.000000 Penalty: 5178.273926
	Iteration 84Q: 3 clusters Score -3852019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3852034.750000 Penalty: 5178.273926
	Iteration 85Q: 3 clusters Score -3852035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3852051.250000 Penalty: 5178.273926
	Iteration 86Q: 3 clusters Score -3852051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3852077.250000 Penalty: 5178.273926
	Iteration 87Q: 3 clusters Score -3852077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3852080.250000 Penalty: 5178.273926
	Iteration 88Q: 3 clusters Score -3852080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3852087.000000 Penalty: 5178.273926
	Iteration 89Q: 3 clusters Score -3852087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3852096.250000 Penalty: 5178.273926
	Iteration 90Q: 3 clusters Score -3852096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3852106.750000 Penalty: 5178.273926
	Iteration 91Q: 3 clusters Score -3852107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3852112.750000 Penalty: 5178.273926
	Iteration 92Q: 3 clusters Score -3852113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3852121.500000 Penalty: 5178.273926
	Iteration 93Q: 3 clusters Score -3852122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3852119.000000 Penalty: 5178.273926
	Iteration 94Q: 3 clusters Score -3852119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3852121.250000 Penalty: 5178.273926
	Iteration 95Q: 3 clusters Score -3852121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3852121.750000 Penalty: 5178.273926
	Iteration 96Q: 3 clusters Score -3852122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3852122.500000 Penalty: 5178.273926
	Iteration 97Q: 3 clusters Score -3852122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3852126.250000 Penalty: 5178.273926
	Iteration 98Q: 3 clusters Score -3852126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3852132.000000 Penalty: 5178.273926
	Iteration 99Q: 3 clusters Score -3852132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3852130.500000 Penalty: 5178.273926
	Iteration 100F: 3 clusters Score -3852130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3852135.250000 Penalty: 5178.273926
	Iteration 101Q: 3 clusters Score -3852135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3852138.000000 Penalty: 5178.273926
	Iteration 102Q: 3 clusters Score -3852138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3852147.000000 Penalty: 5178.273926
	Iteration 103Q: 3 clusters Score -3852147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3852150.500000 Penalty: 5178.273926
	Iteration 104Q: 3 clusters Score -3852150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3852148.000000 Penalty: 5178.273926
	Iteration 105Q: 3 clusters Score -3852148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3852155.250000 Penalty: 5178.273926
	Iteration 106Q: 3 clusters Score -3852155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3852153.000000 Penalty: 5178.273926
	Iteration 107Q: 3 clusters Score -3852153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3852159.000000 Penalty: 5178.273926
	Iteration 108Q: 3 clusters Score -3852159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3852161.250000 Penalty: 5178.273926
	Iteration 109Q: 3 clusters Score -3852161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3852160.750000 Penalty: 5178.273926
	Iteration 110Q: 3 clusters Score -3852161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3852158.500000 Penalty: 5178.273926
	Iteration 111Q: 3 clusters Score -3852158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3852159.750000 Penalty: 5178.273926
	Iteration 112Q: 3 clusters Score -3852160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3852164.000000 Penalty: 5178.273926
	Iteration 113Q: 3 clusters Score -3852164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3852172.500000 Penalty: 5178.273926
	Iteration 114Q: 3 clusters Score -3852172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3852176.750000 Penalty: 5178.273926
	Iteration 115Q: 3 clusters Score -3852177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3852170.750000 Penalty: 5178.273926
	Iteration 116Q: 3 clusters Score -3852171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3852175.250000 Penalty: 5178.273926
	Iteration 117Q: 3 clusters Score -3852175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3852180.000000 Penalty: 5178.273926
	Iteration 118Q: 3 clusters Score -3852180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3852179.250000 Penalty: 5178.273926
	Iteration 119Q: 3 clusters Score -3852179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3852184.250000 Penalty: 5178.273926
	Iteration 120F: 3 clusters Score -3852184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3852182.250000 Penalty: 5178.273926
	Iteration 121Q: 3 clusters Score -3852182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3852189.000000 Penalty: 5178.273926
	Iteration 122Q: 3 clusters Score -3852189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3852196.000000 Penalty: 5178.273926
	Iteration 123Q: 3 clusters Score -3852196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3852196.500000 Penalty: 5178.273926
	Iteration 124Q: 3 clusters Score -3852196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3852193.000000 Penalty: 5178.273926
	Iteration 125Q: 3 clusters Score -3852193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3852193.750000 Penalty: 5178.273926
	Iteration 126Q: 3 clusters Score -3852194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3852196.000000 Penalty: 5178.273926
	Iteration 127Q: 3 clusters Score -3852196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3852197.250000 Penalty: 5178.273926
	Iteration 128Q: 3 clusters Score -3852197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3852197.750000 Penalty: 5178.273926
	Iteration 129Q: 3 clusters Score -3852198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3852197.750000 Penalty: 5178.273926
	Iteration 130Q: 3 clusters Score -3852198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3852194.000000 Penalty: 5178.273926
	Iteration 131Q: 3 clusters Score -3852194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3852195.000000 Penalty: 5178.273926
	Iteration 132Q: 3 clusters Score -3852195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3852199.250000 Penalty: 5178.273926
	Iteration 133Q: 3 clusters Score -3852199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3852202.500000 Penalty: 5178.273926
	Iteration 134Q: 3 clusters Score -3852202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3852201.250000 Penalty: 5178.273926
	Iteration 135Q: 3 clusters Score -3852201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3852202.750000 Penalty: 5178.273926
	Iteration 136Q: 3 clusters Score -3852203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3852201.750000 Penalty: 5178.273926
	Iteration 137Q: 3 clusters Score -3852202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3852204.000000 Penalty: 5178.273926
	Iteration 138Q: 3 clusters Score -3852204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3852202.750000 Penalty: 5178.273926
	Iteration 139Q: 3 clusters Score -3852203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3852201.750000 Penalty: 5178.273926
	Iteration 140F: 3 clusters Score -3852202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3852203.000000 Penalty: 5178.273926
	Iteration 141Q: 3 clusters Score -3852203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3852203.750000 Penalty: 5178.273926
	Iteration 142Q: 3 clusters Score -3852204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3852205.500000 Penalty: 5178.273926
	Iteration 143Q: 3 clusters Score -3852206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3852206.000000 Penalty: 5178.273926
	Iteration 144Q: 3 clusters Score -3852206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3852205.000000 Penalty: 5178.273926
	Iteration 145Q: 3 clusters Score -3852205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3852207.000000 Penalty: 5178.273926
	Iteration 146Q: 3 clusters Score -3852207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3852207.000000 Penalty: 5178.273926
	Iteration 147F: 3 clusters Score -3852207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Entering Unmasked Estep 
Score: -905877.500000 Penalty: 2253.024658
	Iteration 0F: 2 clusters Score -905877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -899143.500000 Penalty: 4506.049316
	Iteration 0F: 3 clusters Score -899143.5 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -901579.062500 Penalty: 4506.049316
	Iteration 1F: 3 clusters Score -901579.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -902445.562500 Penalty: 4506.049316
	Iteration 2F: 3 clusters Score -902445.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -903173.687500 Penalty: 4506.049316
	Iteration 3F: 3 clusters Score -903173.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -903781.687500 Penalty: 4506.049316
	Iteration 4F: 3 clusters Score -903781.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -904371.500000 Penalty: 4506.049316
	Iteration 5F: 3 clusters Score -904371.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -904975.937500 Penalty: 4506.049316
	Iteration 6Q: 3 clusters Score -904975.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -905681.375000 Penalty: 4506.049316
	Iteration 7Q: 3 clusters Score -905681.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -906204.812500 Penalty: 4506.049316
	Iteration 8Q: 3 clusters Score -906204.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -906500.937500 Penalty: 4506.049316
	Iteration 9Q: 3 clusters Score -906500.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -906633.375000 Penalty: 4506.049316
	Iteration 10Q: 3 clusters Score -906633.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -906696.812500 Penalty: 4506.049316
	Iteration 11Q: 3 clusters Score -906696.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -906724.125000 Penalty: 4506.049316
	Iteration 12Q: 3 clusters Score -906724.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -906742.625000 Penalty: 4506.049316
	Iteration 13Q: 3 clusters Score -906742.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -906761.875000 Penalty: 4506.049316
	Iteration 14Q: 3 clusters Score -906761.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -906776.312500 Penalty: 4506.049316
	Iteration 15Q: 3 clusters Score -906776.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -906794.500000 Penalty: 4506.049316
	Iteration 16Q: 3 clusters Score -906794.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -906812.062500 Penalty: 4506.049316
	Iteration 17Q: 3 clusters Score -906812.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -906826.750000 Penalty: 4506.049316
	Iteration 18Q: 3 clusters Score -906826.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -906837.750000 Penalty: 4506.049316
	Iteration 19Q: 3 clusters Score -906837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -906886.687500 Penalty: 4506.049316
	Iteration 20F: 3 clusters Score -906886.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -907008.437500 Penalty: 4506.049316
	Iteration 21Q: 3 clusters Score -907008.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -907107.875000 Penalty: 4506.049316
	Iteration 22Q: 3 clusters Score -907107.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -907164.750000 Penalty: 4506.049316
	Iteration 23Q: 3 clusters Score -907164.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -907208.562500 Penalty: 4506.049316
	Iteration 24Q: 3 clusters Score -907208.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -907239.125000 Penalty: 4506.049316
	Iteration 25Q: 3 clusters Score -907239.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -907266.750000 Penalty: 4506.049316
	Iteration 26Q: 3 clusters Score -907266.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -907288.562500 Penalty: 4506.049316
	Iteration 27Q: 3 clusters Score -907288.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -907302.937500 Penalty: 4506.049316
	Iteration 28Q: 3 clusters Score -907302.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -907315.437500 Penalty: 4506.049316
	Iteration 29Q: 3 clusters Score -907315.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -907321.500000 Penalty: 4506.049316
	Iteration 30Q: 3 clusters Score -907321.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -907330.750000 Penalty: 4506.049316
	Iteration 31Q: 3 clusters Score -907330.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -907345.937500 Penalty: 4506.049316
	Iteration 32Q: 3 clusters Score -907345.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -907355.562500 Penalty: 4506.049316
	Iteration 33Q: 3 clusters Score -907355.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -907366.500000 Penalty: 4506.049316
	Iteration 34Q: 3 clusters Score -907366.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -907378.437500 Penalty: 4506.049316
	Iteration 35Q: 3 clusters Score -907378.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -907386.250000 Penalty: 4506.049316
	Iteration 36Q: 3 clusters Score -907386.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -907391.625000 Penalty: 4506.049316
	Iteration 37Q: 3 clusters Score -907391.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -907397.875000 Penalty: 4506.049316
	Iteration 38Q: 3 clusters Score -907397.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -907409.625000 Penalty: 4506.049316
	Iteration 39Q: 3 clusters Score -907409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -907452.625000 Penalty: 4506.049316
	Iteration 40F: 3 clusters Score -907452.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -907532.000000 Penalty: 4506.049316
	Iteration 41Q: 3 clusters Score -907532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -907592.687500 Penalty: 4506.049316
	Iteration 42Q: 3 clusters Score -907592.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -907618.625000 Penalty: 4506.049316
	Iteration 43Q: 3 clusters Score -907618.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -907631.000000 Penalty: 4506.049316
	Iteration 44Q: 3 clusters Score -907631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -907636.562500 Penalty: 4506.049316
	Iteration 45Q: 3 clusters Score -907636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -907640.000000 Penalty: 4506.049316
	Iteration 46Q: 3 clusters Score -907640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -907643.937500 Penalty: 4506.049316
	Iteration 47Q: 3 clusters Score -907643.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -907644.750000 Penalty: 4506.049316
	Iteration 48Q: 3 clusters Score -907644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -907649.000000 Penalty: 4506.049316
	Iteration 49Q: 3 clusters Score -907649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -907650.812500 Penalty: 4506.049316
	Iteration 50Q: 3 clusters Score -907650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -907653.062500 Penalty: 4506.049316
	Iteration 51Q: 3 clusters Score -907653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -907654.875000 Penalty: 4506.049316
	Iteration 52Q: 3 clusters Score -907654.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -907656.125000 Penalty: 4506.049316
	Iteration 53Q: 3 clusters Score -907656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -907657.562500 Penalty: 4506.049316
	Iteration 54Q: 3 clusters Score -907657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -907657.187500 Penalty: 4506.049316
	Iteration 55Q: 3 clusters Score -907657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907660.062500 Penalty: 4506.049316
	Iteration 56Q: 3 clusters Score -907660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -907662.000000 Penalty: 4506.049316
	Iteration 57Q: 3 clusters Score -907662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -907662.000000 Penalty: 4506.049316
	Iteration 58F: 3 clusters Score -907662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Entering Unmasked Estep 
Score: -212158016.000000 Penalty: 255109.359375
Splitting cluster 16 changes total score from -212138608.000000 to -212158016.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 17 (65900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Entering Unmasked Estep 
Score: -7706575.500000 Penalty: 2751.781738
	Iteration 0F: 2 clusters Score -7706576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -7662445.000000 Penalty: 5503.563477
	Iteration 0F: 3 clusters Score -7662445 nChanged 30735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -7679611.000000 Penalty: 5503.563477
	Iteration 1F: 3 clusters Score -7679611 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -7680249.500000 Penalty: 5503.563477
	Iteration 2Q: 3 clusters Score -7680250 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -7680851.000000 Penalty: 5503.563477
	Iteration 3Q: 3 clusters Score -7680851 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -7681488.500000 Penalty: 5503.563477
	Iteration 4Q: 3 clusters Score -7681488 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -7682224.000000 Penalty: 5503.563477
	Iteration 5Q: 3 clusters Score -7682224 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -7683156.500000 Penalty: 5503.563477
	Iteration 6Q: 3 clusters Score -7683156 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -7684534.000000 Penalty: 5503.563477
	Iteration 7Q: 3 clusters Score -7684534 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -7686615.500000 Penalty: 5503.563477
	Iteration 8F: 3 clusters Score -7686616 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7689292.500000 Penalty: 5503.563477
	Iteration 9F: 3 clusters Score -7689292 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -7692700.500000 Penalty: 5503.563477
	Iteration 10F: 3 clusters Score -7692700 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -7696203.500000 Penalty: 5503.563477
	Iteration 11F: 3 clusters Score -7696204 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -7699169.000000 Penalty: 5503.563477
	Iteration 12Q: 3 clusters Score -7699169 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -7701368.000000 Penalty: 5503.563477
	Iteration 13Q: 3 clusters Score -7701368 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -7702612.500000 Penalty: 5503.563477
	Iteration 14Q: 3 clusters Score -7702612 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -7703163.500000 Penalty: 5503.563477
	Iteration 15Q: 3 clusters Score -7703164 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -7703430.000000 Penalty: 5503.563477
	Iteration 16Q: 3 clusters Score -7703430 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -7703592.000000 Penalty: 5503.563477
	Iteration 17Q: 3 clusters Score -7703592 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -7703660.500000 Penalty: 5503.563477
	Iteration 18Q: 3 clusters Score -7703660 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -7703707.500000 Penalty: 5503.563477
	Iteration 19Q: 3 clusters Score -7703708 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7703757.000000 Penalty: 5503.563477
	Iteration 20F: 3 clusters Score -7703757 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -7703768.500000 Penalty: 5503.563477
	Iteration 21Q: 3 clusters Score -7703768 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -7703795.500000 Penalty: 5503.563477
	Iteration 22Q: 3 clusters Score -7703796 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -7703827.000000 Penalty: 5503.563477
	Iteration 23Q: 3 clusters Score -7703827 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -7703857.500000 Penalty: 5503.563477
	Iteration 24Q: 3 clusters Score -7703858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -7703880.000000 Penalty: 5503.563477
	Iteration 25Q: 3 clusters Score -7703880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -7703895.000000 Penalty: 5503.563477
	Iteration 26Q: 3 clusters Score -7703895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -7703906.000000 Penalty: 5503.563477
	Iteration 27Q: 3 clusters Score -7703906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -7703907.000000 Penalty: 5503.563477
	Iteration 28Q: 3 clusters Score -7703907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7703925.500000 Penalty: 5503.563477
	Iteration 29Q: 3 clusters Score -7703926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -7703926.000000 Penalty: 5503.563477
	Iteration 30Q: 3 clusters Score -7703926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -7703923.500000 Penalty: 5503.563477
	Iteration 31Q: 3 clusters Score -7703924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -7703918.000000 Penalty: 5503.563477
	Iteration 32Q: 3 clusters Score -7703918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -7703930.500000 Penalty: 5503.563477
	Iteration 33Q: 3 clusters Score -7703930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -7703927.000000 Penalty: 5503.563477
	Iteration 34Q: 3 clusters Score -7703927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -7703930.000000 Penalty: 5503.563477
	Iteration 35Q: 3 clusters Score -7703930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -7703951.000000 Penalty: 5503.563477
	Iteration 36Q: 3 clusters Score -7703951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -7703955.500000 Penalty: 5503.563477
	Iteration 37Q: 3 clusters Score -7703956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -7703967.500000 Penalty: 5503.563477
	Iteration 38Q: 3 clusters Score -7703968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -7703963.500000 Penalty: 5503.563477
	Iteration 39Q: 3 clusters Score -7703964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -7703951.500000 Penalty: 5503.563477
	Iteration 40F: 3 clusters Score -7703952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -7703954.000000 Penalty: 5503.563477
	Iteration 41Q: 3 clusters Score -7703954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -7703952.000000 Penalty: 5503.563477
	Iteration 42Q: 3 clusters Score -7703952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -7703956.500000 Penalty: 5503.563477
	Iteration 43Q: 3 clusters Score -7703956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -7703975.000000 Penalty: 5503.563477
	Iteration 44Q: 3 clusters Score -7703975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -7703967.000000 Penalty: 5503.563477
	Iteration 45Q: 3 clusters Score -7703967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7703985.000000 Penalty: 5503.563477
	Iteration 46Q: 3 clusters Score -7703985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -7703983.000000 Penalty: 5503.563477
	Iteration 47Q: 3 clusters Score -7703983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -7703986.000000 Penalty: 5503.563477
	Iteration 48Q: 3 clusters Score -7703986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -7703982.500000 Penalty: 5503.563477
	Iteration 49Q: 3 clusters Score -7703982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -7703981.500000 Penalty: 5503.563477
	Iteration 50Q: 3 clusters Score -7703982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -7703990.000000 Penalty: 5503.563477
	Iteration 51Q: 3 clusters Score -7703990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -7703982.500000 Penalty: 5503.563477
	Iteration 52Q: 3 clusters Score -7703982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -7703973.000000 Penalty: 5503.563477
	Iteration 53Q: 3 clusters Score -7703973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -7703983.500000 Penalty: 5503.563477
	Iteration 54Q: 3 clusters Score -7703984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -7703985.500000 Penalty: 5503.563477
	Iteration 55Q: 3 clusters Score -7703986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -7703995.000000 Penalty: 5503.563477
	Iteration 56Q: 3 clusters Score -7703995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -7703999.000000 Penalty: 5503.563477
	Iteration 57Q: 3 clusters Score -7703999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -7703991.500000 Penalty: 5503.563477
	Iteration 58Q: 3 clusters Score -7703992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -7703993.500000 Penalty: 5503.563477
	Iteration 59Q: 3 clusters Score -7703994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -7704004.000000 Penalty: 5503.563477
	Iteration 60F: 3 clusters Score -7704004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -7703999.000000 Penalty: 5503.563477
	Iteration 61Q: 3 clusters Score -7703999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -7704019.500000 Penalty: 5503.563477
	Iteration 62Q: 3 clusters Score -7704020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -7704019.500000 Penalty: 5503.563477
	Iteration 63Q: 3 clusters Score -7704020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -7704028.000000 Penalty: 5503.563477
	Iteration 64Q: 3 clusters Score -7704028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -7704038.000000 Penalty: 5503.563477
	Iteration 65Q: 3 clusters Score -7704038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -7704030.000000 Penalty: 5503.563477
	Iteration 66Q: 3 clusters Score -7704030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -7704007.500000 Penalty: 5503.563477
	Iteration 67Q: 3 clusters Score -7704008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7704020.500000 Penalty: 5503.563477
	Iteration 68Q: 3 clusters Score -7704020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -7704032.500000 Penalty: 5503.563477
	Iteration 69Q: 3 clusters Score -7704032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -7704028.500000 Penalty: 5503.563477
	Iteration 70Q: 3 clusters Score -7704028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -7704045.000000 Penalty: 5503.563477
	Iteration 71Q: 3 clusters Score -7704045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -7704051.000000 Penalty: 5503.563477
	Iteration 72Q: 3 clusters Score -7704051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7704043.000000 Penalty: 5503.563477
	Iteration 73Q: 3 clusters Score -7704043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7704052.000000 Penalty: 5503.563477
	Iteration 74Q: 3 clusters Score -7704052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -7704048.500000 Penalty: 5503.563477
	Iteration 75Q: 3 clusters Score -7704048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -7704036.000000 Penalty: 5503.563477
	Iteration 76Q: 3 clusters Score -7704036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -7704027.500000 Penalty: 5503.563477
	Iteration 77Q: 3 clusters Score -7704028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7704045.500000 Penalty: 5503.563477
	Iteration 78Q: 3 clusters Score -7704046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -7704036.000000 Penalty: 5503.563477
	Iteration 79Q: 3 clusters Score -7704036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -7704046.500000 Penalty: 5503.563477
	Iteration 80F: 3 clusters Score -7704046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -7704049.500000 Penalty: 5503.563477
	Iteration 81Q: 3 clusters Score -7704050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -7704052.000000 Penalty: 5503.563477
	Iteration 82Q: 3 clusters Score -7704052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -7704045.000000 Penalty: 5503.563477
	Iteration 83Q: 3 clusters Score -7704045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -7704049.000000 Penalty: 5503.563477
	Iteration 84Q: 3 clusters Score -7704049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -7704053.500000 Penalty: 5503.563477
	Iteration 85Q: 3 clusters Score -7704054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -7704084.500000 Penalty: 5503.563477
	Iteration 86Q: 3 clusters Score -7704084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -7704092.000000 Penalty: 5503.563477
	Iteration 87Q: 3 clusters Score -7704092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -7704095.500000 Penalty: 5503.563477
	Iteration 88Q: 3 clusters Score -7704096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -7704122.000000 Penalty: 5503.563477
	Iteration 89Q: 3 clusters Score -7704122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -7704136.000000 Penalty: 5503.563477
	Iteration 90Q: 3 clusters Score -7704136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -7704136.500000 Penalty: 5503.563477
	Iteration 91Q: 3 clusters Score -7704136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -7704139.500000 Penalty: 5503.563477
	Iteration 92Q: 3 clusters Score -7704140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -7704153.500000 Penalty: 5503.563477
	Iteration 93Q: 3 clusters Score -7704154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -7704146.500000 Penalty: 5503.563477
	Iteration 94Q: 3 clusters Score -7704146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7704151.000000 Penalty: 5503.563477
	Iteration 95Q: 3 clusters Score -7704151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -7704145.000000 Penalty: 5503.563477
	Iteration 96Q: 3 clusters Score -7704145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -7704142.000000 Penalty: 5503.563477
	Iteration 97Q: 3 clusters Score -7704142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -7704136.500000 Penalty: 5503.563477
	Iteration 98Q: 3 clusters Score -7704136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7704138.500000 Penalty: 5503.563477
	Iteration 99Q: 3 clusters Score -7704138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7704140.500000 Penalty: 5503.563477
	Iteration 100F: 3 clusters Score -7704140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -7704166.000000 Penalty: 5503.563477
	Iteration 101Q: 3 clusters Score -7704166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7704168.500000 Penalty: 5503.563477
	Iteration 102Q: 3 clusters Score -7704168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -7704150.500000 Penalty: 5503.563477
	Iteration 103Q: 3 clusters Score -7704150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -7704156.000000 Penalty: 5503.563477
	Iteration 104Q: 3 clusters Score -7704156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7704155.000000 Penalty: 5503.563477
	Iteration 105Q: 3 clusters Score -7704155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -7704175.500000 Penalty: 5503.563477
	Iteration 106Q: 3 clusters Score -7704176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7704172.500000 Penalty: 5503.563477
	Iteration 107Q: 3 clusters Score -7704172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -7704178.000000 Penalty: 5503.563477
	Iteration 108Q: 3 clusters Score -7704178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7704178.500000 Penalty: 5503.563477
	Iteration 109Q: 3 clusters Score -7704178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -7704186.000000 Penalty: 5503.563477
	Iteration 110Q: 3 clusters Score -7704186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7704206.000000 Penalty: 5503.563477
	Iteration 111Q: 3 clusters Score -7704206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7704210.000000 Penalty: 5503.563477
	Iteration 112Q: 3 clusters Score -7704210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7704206.000000 Penalty: 5503.563477
	Iteration 113Q: 3 clusters Score -7704206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7704207.500000 Penalty: 5503.563477
	Iteration 114Q: 3 clusters Score -7704208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -7704203.000000 Penalty: 5503.563477
	Iteration 115Q: 3 clusters Score -7704203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7704218.000000 Penalty: 5503.563477
	Iteration 116Q: 3 clusters Score -7704218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7704208.500000 Penalty: 5503.563477
	Iteration 117Q: 3 clusters Score -7704208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7704212.500000 Penalty: 5503.563477
	Iteration 118Q: 3 clusters Score -7704212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -7704204.500000 Penalty: 5503.563477
	Iteration 119Q: 3 clusters Score -7704204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -7704206.000000 Penalty: 5503.563477
	Iteration 120F: 3 clusters Score -7704206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -7704194.500000 Penalty: 5503.563477
	Iteration 121Q: 3 clusters Score -7704194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -7704194.500000 Penalty: 5503.563477
	Iteration 122Q: 3 clusters Score -7704194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7704193.500000 Penalty: 5503.563477
	Iteration 123Q: 3 clusters Score -7704194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7704198.500000 Penalty: 5503.563477
	Iteration 124Q: 3 clusters Score -7704198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -7704210.500000 Penalty: 5503.563477
	Iteration 125Q: 3 clusters Score -7704210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7704218.500000 Penalty: 5503.563477
	Iteration 126Q: 3 clusters Score -7704218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -7704214.000000 Penalty: 5503.563477
	Iteration 127Q: 3 clusters Score -7704214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7704217.500000 Penalty: 5503.563477
	Iteration 128Q: 3 clusters Score -7704218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7704211.500000 Penalty: 5503.563477
	Iteration 129Q: 3 clusters Score -7704212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -7704212.000000 Penalty: 5503.563477
	Iteration 130Q: 3 clusters Score -7704212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -7704217.500000 Penalty: 5503.563477
	Iteration 131Q: 3 clusters Score -7704218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -7704217.500000 Penalty: 5503.563477
	Iteration 132Q: 3 clusters Score -7704218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -7704207.000000 Penalty: 5503.563477
	Iteration 133Q: 3 clusters Score -7704207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -7704213.000000 Penalty: 5503.563477
	Iteration 134Q: 3 clusters Score -7704213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -7704216.500000 Penalty: 5503.563477
	Iteration 135Q: 3 clusters Score -7704216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -7704225.000000 Penalty: 5503.563477
	Iteration 136Q: 3 clusters Score -7704225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -7704222.000000 Penalty: 5503.563477
	Iteration 137Q: 3 clusters Score -7704222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -7704229.500000 Penalty: 5503.563477
	Iteration 138Q: 3 clusters Score -7704230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -7704234.500000 Penalty: 5503.563477
	Iteration 139Q: 3 clusters Score -7704234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -7704235.500000 Penalty: 5503.563477
	Iteration 140F: 3 clusters Score -7704236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7704240.000000 Penalty: 5503.563477
	Iteration 141Q: 3 clusters Score -7704240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7704233.500000 Penalty: 5503.563477
	Iteration 142Q: 3 clusters Score -7704234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -7704236.500000 Penalty: 5503.563477
	Iteration 143Q: 3 clusters Score -7704236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -7704234.000000 Penalty: 5503.563477
	Iteration 144Q: 3 clusters Score -7704234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7704232.000000 Penalty: 5503.563477
	Iteration 145Q: 3 clusters Score -7704232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -7704240.000000 Penalty: 5503.563477
	Iteration 146Q: 3 clusters Score -7704240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -7704238.500000 Penalty: 5503.563477
	Iteration 147Q: 3 clusters Score -7704238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7704247.000000 Penalty: 5503.563477
	Iteration 148Q: 3 clusters Score -7704247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7704244.500000 Penalty: 5503.563477
	Iteration 149Q: 3 clusters Score -7704244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -7704240.000000 Penalty: 5503.563477
	Iteration 150Q: 3 clusters Score -7704240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7704233.000000 Penalty: 5503.563477
	Iteration 151Q: 3 clusters Score -7704233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7704245.000000 Penalty: 5503.563477
	Iteration 152Q: 3 clusters Score -7704245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7704247.500000 Penalty: 5503.563477
	Iteration 153Q: 3 clusters Score -7704248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -7704245.500000 Penalty: 5503.563477
	Iteration 154Q: 3 clusters Score -7704246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -7704245.500000 Penalty: 5503.563477
	Iteration 155Q: 3 clusters Score -7704246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -7704254.000000 Penalty: 5503.563477
	Iteration 156Q: 3 clusters Score -7704254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -7704254.500000 Penalty: 5503.563477
	Iteration 157Q: 3 clusters Score -7704254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7704246.000000 Penalty: 5503.563477
	Iteration 158Q: 3 clusters Score -7704246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -7704252.500000 Penalty: 5503.563477
	Iteration 159Q: 3 clusters Score -7704252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -7704246.500000 Penalty: 5503.563477
	Iteration 160F: 3 clusters Score -7704246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -7704252.000000 Penalty: 5503.563477
	Iteration 161Q: 3 clusters Score -7704252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -7704248.000000 Penalty: 5503.563477
	Iteration 162Q: 3 clusters Score -7704248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7704251.000000 Penalty: 5503.563477
	Iteration 163Q: 3 clusters Score -7704251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -7704254.500000 Penalty: 5503.563477
	Iteration 164Q: 3 clusters Score -7704254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -7704256.000000 Penalty: 5503.563477
	Iteration 165Q: 3 clusters Score -7704256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7704256.000000 Penalty: 5503.563477
	Iteration 166Q: 3 clusters Score -7704256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7704255.000000 Penalty: 5503.563477
	Iteration 167Q: 3 clusters Score -7704255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7704255.000000 Penalty: 5503.563477
	Iteration 168F: 3 clusters Score -7704255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Entering Unmasked Estep 
Score: -2290050.750000 Penalty: 2457.831787
	Iteration 0F: 2 clusters Score -2290051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2275823.250000 Penalty: 4915.663574
	Iteration 0F: 3 clusters Score -2275823 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2280745.250000 Penalty: 4915.663574
	Iteration 1F: 3 clusters Score -2280745 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2281514.000000 Penalty: 4915.663574
	Iteration 2F: 3 clusters Score -2281514 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2282349.500000 Penalty: 4915.663574
	Iteration 3F: 3 clusters Score -2282350 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2283270.750000 Penalty: 4915.663574
	Iteration 4F: 3 clusters Score -2283271 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2284341.750000 Penalty: 4915.663574
	Iteration 5F: 3 clusters Score -2284342 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2285285.000000 Penalty: 4915.663574
	Iteration 6F: 3 clusters Score -2285285 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2286020.750000 Penalty: 4915.663574
	Iteration 7F: 3 clusters Score -2286021 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2286631.000000 Penalty: 4915.663574
	Iteration 8F: 3 clusters Score -2286631 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2287099.750000 Penalty: 4915.663574
	Iteration 9Q: 3 clusters Score -2287100 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2287471.750000 Penalty: 4915.663574
	Iteration 10Q: 3 clusters Score -2287472 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2287785.000000 Penalty: 4915.663574
	Iteration 11Q: 3 clusters Score -2287785 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2288037.500000 Penalty: 4915.663574
	Iteration 12Q: 3 clusters Score -2288038 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2288270.750000 Penalty: 4915.663574
	Iteration 13Q: 3 clusters Score -2288271 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2288478.000000 Penalty: 4915.663574
	Iteration 14Q: 3 clusters Score -2288478 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2288715.750000 Penalty: 4915.663574
	Iteration 15Q: 3 clusters Score -2288716 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2288916.000000 Penalty: 4915.663574
	Iteration 16Q: 3 clusters Score -2288916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2289065.250000 Penalty: 4915.663574
	Iteration 17Q: 3 clusters Score -2289065 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2289172.000000 Penalty: 4915.663574
	Iteration 18Q: 3 clusters Score -2289172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2289238.000000 Penalty: 4915.663574
	Iteration 19Q: 3 clusters Score -2289238 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2289270.000000 Penalty: 4915.663574
	Iteration 20F: 3 clusters Score -2289270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2289302.500000 Penalty: 4915.663574
	Iteration 21Q: 3 clusters Score -2289302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2289311.000000 Penalty: 4915.663574
	Iteration 22Q: 3 clusters Score -2289311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2289323.500000 Penalty: 4915.663574
	Iteration 23Q: 3 clusters Score -2289324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2289336.750000 Penalty: 4915.663574
	Iteration 24Q: 3 clusters Score -2289337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2289346.500000 Penalty: 4915.663574
	Iteration 25Q: 3 clusters Score -2289346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2289356.500000 Penalty: 4915.663574
	Iteration 26Q: 3 clusters Score -2289356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2289365.250000 Penalty: 4915.663574
	Iteration 27Q: 3 clusters Score -2289365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2289367.750000 Penalty: 4915.663574
	Iteration 28Q: 3 clusters Score -2289368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2289371.750000 Penalty: 4915.663574
	Iteration 29Q: 3 clusters Score -2289372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2289376.250000 Penalty: 4915.663574
	Iteration 30Q: 3 clusters Score -2289376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2289380.500000 Penalty: 4915.663574
	Iteration 31Q: 3 clusters Score -2289380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2289388.000000 Penalty: 4915.663574
	Iteration 32Q: 3 clusters Score -2289388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2289381.250000 Penalty: 4915.663574
	Iteration 33Q: 3 clusters Score -2289381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2289390.250000 Penalty: 4915.663574
	Iteration 34Q: 3 clusters Score -2289390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2289391.000000 Penalty: 4915.663574
	Iteration 35Q: 3 clusters Score -2289391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2289394.750000 Penalty: 4915.663574
	Iteration 36Q: 3 clusters Score -2289395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2289395.250000 Penalty: 4915.663574
	Iteration 37Q: 3 clusters Score -2289395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2289396.250000 Penalty: 4915.663574
	Iteration 38Q: 3 clusters Score -2289396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2289396.500000 Penalty: 4915.663574
	Iteration 39Q: 3 clusters Score -2289396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2289398.500000 Penalty: 4915.663574
	Iteration 40F: 3 clusters Score -2289398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Entering Unmasked Estep 
Score: -2542561.250000 Penalty: 2509.872070
	Iteration 0F: 2 clusters Score -2542561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2525395.750000 Penalty: 5019.744141
	Iteration 0F: 3 clusters Score -2525396 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2531995.750000 Penalty: 5019.744141
	Iteration 1F: 3 clusters Score -2531996 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2533348.250000 Penalty: 5019.744141
	Iteration 2F: 3 clusters Score -2533348 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2535001.750000 Penalty: 5019.744141
	Iteration 3F: 3 clusters Score -2535002 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2536920.000000 Penalty: 5019.744141
	Iteration 4F: 3 clusters Score -2536920 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2538814.250000 Penalty: 5019.744141
	Iteration 5F: 3 clusters Score -2538814 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2540365.250000 Penalty: 5019.744141
	Iteration 6F: 3 clusters Score -2540365 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2541373.500000 Penalty: 5019.744141
	Iteration 7F: 3 clusters Score -2541374 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2541989.250000 Penalty: 5019.744141
	Iteration 8Q: 3 clusters Score -2541989 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2542356.000000 Penalty: 5019.744141
	Iteration 9Q: 3 clusters Score -2542356 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2542590.500000 Penalty: 5019.744141
	Iteration 10Q: 3 clusters Score -2542590 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2542802.500000 Penalty: 5019.744141
	Iteration 11Q: 3 clusters Score -2542802 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2542956.500000 Penalty: 5019.744141
	Iteration 12Q: 3 clusters Score -2542956 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2543079.250000 Penalty: 5019.744141
	Iteration 13Q: 3 clusters Score -2543079 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2543193.000000 Penalty: 5019.744141
	Iteration 14Q: 3 clusters Score -2543193 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2543317.250000 Penalty: 5019.744141
	Iteration 15Q: 3 clusters Score -2543317 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2543411.000000 Penalty: 5019.744141
	Iteration 16Q: 3 clusters Score -2543411 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2543502.500000 Penalty: 5019.744141
	Iteration 17Q: 3 clusters Score -2543502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2543579.250000 Penalty: 5019.744141
	Iteration 18Q: 3 clusters Score -2543579 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2543658.000000 Penalty: 5019.744141
	Iteration 19Q: 3 clusters Score -2543658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2543720.000000 Penalty: 5019.744141
	Iteration 20F: 3 clusters Score -2543720 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2543769.750000 Penalty: 5019.744141
	Iteration 21Q: 3 clusters Score -2543770 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2543804.500000 Penalty: 5019.744141
	Iteration 22Q: 3 clusters Score -2543804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2543818.750000 Penalty: 5019.744141
	Iteration 23Q: 3 clusters Score -2543819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2543834.000000 Penalty: 5019.744141
	Iteration 24Q: 3 clusters Score -2543834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2543850.750000 Penalty: 5019.744141
	Iteration 25Q: 3 clusters Score -2543851 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2543855.000000 Penalty: 5019.744141
	Iteration 26Q: 3 clusters Score -2543855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2543871.750000 Penalty: 5019.744141
	Iteration 27Q: 3 clusters Score -2543872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2543883.000000 Penalty: 5019.744141
	Iteration 28Q: 3 clusters Score -2543883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2543888.250000 Penalty: 5019.744141
	Iteration 29Q: 3 clusters Score -2543888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2543898.000000 Penalty: 5019.744141
	Iteration 30Q: 3 clusters Score -2543898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2543900.000000 Penalty: 5019.744141
	Iteration 31Q: 3 clusters Score -2543900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2543899.250000 Penalty: 5019.744141
	Iteration 32Q: 3 clusters Score -2543899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2543902.250000 Penalty: 5019.744141
	Iteration 33Q: 3 clusters Score -2543902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2543902.000000 Penalty: 5019.744141
	Iteration 34Q: 3 clusters Score -2543902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2543908.500000 Penalty: 5019.744141
	Iteration 35Q: 3 clusters Score -2543908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2543911.750000 Penalty: 5019.744141
	Iteration 36Q: 3 clusters Score -2543912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2543921.250000 Penalty: 5019.744141
	Iteration 37Q: 3 clusters Score -2543921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2543923.250000 Penalty: 5019.744141
	Iteration 38Q: 3 clusters Score -2543923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2543919.750000 Penalty: 5019.744141
	Iteration 39Q: 3 clusters Score -2543920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2543921.500000 Penalty: 5019.744141
	Iteration 40F: 3 clusters Score -2543922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2543927.500000 Penalty: 5019.744141
	Iteration 41Q: 3 clusters Score -2543928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2543925.000000 Penalty: 5019.744141
	Iteration 42Q: 3 clusters Score -2543925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2543923.500000 Penalty: 5019.744141
	Iteration 43Q: 3 clusters Score -2543924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2543927.500000 Penalty: 5019.744141
	Iteration 44Q: 3 clusters Score -2543928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2543928.750000 Penalty: 5019.744141
	Iteration 45Q: 3 clusters Score -2543929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2543926.750000 Penalty: 5019.744141
	Iteration 46Q: 3 clusters Score -2543927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2543927.750000 Penalty: 5019.744141
	Iteration 47Q: 3 clusters Score -2543928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2543927.750000 Penalty: 5019.744141
	Iteration 48Q: 3 clusters Score -2543928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2543926.750000 Penalty: 5019.744141
	Iteration 49Q: 3 clusters Score -2543927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2543929.750000 Penalty: 5019.744141
	Iteration 50Q: 3 clusters Score -2543930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2543934.250000 Penalty: 5019.744141
	Iteration 51Q: 3 clusters Score -2543934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2543935.000000 Penalty: 5019.744141
	Iteration 52Q: 3 clusters Score -2543935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2543936.500000 Penalty: 5019.744141
	Iteration 53Q: 3 clusters Score -2543936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2543935.750000 Penalty: 5019.744141
	Iteration 54Q: 3 clusters Score -2543936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2543937.500000 Penalty: 5019.744141
	Iteration 55Q: 3 clusters Score -2543938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2543937.500000 Penalty: 5019.744141
	Iteration 56F: 3 clusters Score -2543938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 29626 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Entering Unmasked Estep 
Score: -212157840.000000 Penalty: 258702.437500
Splitting cluster 19 changes total score from -212138608.000000 to -212157840.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 20 (5708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Entering Unmasked Estep 
Score: -644698.937500 Penalty: 2145.106689
	Iteration 0F: 2 clusters Score -644698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -639713.937500 Penalty: 4290.213379
	Iteration 0F: 3 clusters Score -639713.9 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -640919.125000 Penalty: 4290.213379
	Iteration 1F: 3 clusters Score -640919.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -641161.375000 Penalty: 4290.213379
	Iteration 2F: 3 clusters Score -641161.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -641313.500000 Penalty: 4290.213379
	Iteration 3F: 3 clusters Score -641313.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -641410.937500 Penalty: 4290.213379
	Iteration 4Q: 3 clusters Score -641410.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -641492.000000 Penalty: 4290.213379
	Iteration 5Q: 3 clusters Score -641492 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -641572.375000 Penalty: 4290.213379
	Iteration 6Q: 3 clusters Score -641572.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -641660.062500 Penalty: 4290.213379
	Iteration 7Q: 3 clusters Score -641660.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -641748.875000 Penalty: 4290.213379
	Iteration 8Q: 3 clusters Score -641748.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -641834.875000 Penalty: 4290.213379
	Iteration 9Q: 3 clusters Score -641834.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -641914.750000 Penalty: 4290.213379
	Iteration 10Q: 3 clusters Score -641914.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -641993.937500 Penalty: 4290.213379
	Iteration 11Q: 3 clusters Score -641993.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -642052.687500 Penalty: 4290.213379
	Iteration 12Q: 3 clusters Score -642052.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -642111.187500 Penalty: 4290.213379
	Iteration 13Q: 3 clusters Score -642111.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -642173.500000 Penalty: 4290.213379
	Iteration 14Q: 3 clusters Score -642173.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -642232.312500 Penalty: 4290.213379
	Iteration 15Q: 3 clusters Score -642232.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -642306.937500 Penalty: 4290.213379
	Iteration 16Q: 3 clusters Score -642306.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -642374.125000 Penalty: 4290.213379
	Iteration 17Q: 3 clusters Score -642374.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -642444.500000 Penalty: 4290.213379
	Iteration 18Q: 3 clusters Score -642444.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -642506.500000 Penalty: 4290.213379
	Iteration 19Q: 3 clusters Score -642506.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -642563.562500 Penalty: 4290.213379
	Iteration 20F: 3 clusters Score -642563.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -642608.562500 Penalty: 4290.213379
	Iteration 21Q: 3 clusters Score -642608.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -642644.000000 Penalty: 4290.213379
	Iteration 22Q: 3 clusters Score -642644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -642675.562500 Penalty: 4290.213379
	Iteration 23Q: 3 clusters Score -642675.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -642706.687500 Penalty: 4290.213379
	Iteration 24Q: 3 clusters Score -642706.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -642731.750000 Penalty: 4290.213379
	Iteration 25Q: 3 clusters Score -642731.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -642756.875000 Penalty: 4290.213379
	Iteration 26Q: 3 clusters Score -642756.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -642776.750000 Penalty: 4290.213379
	Iteration 27Q: 3 clusters Score -642776.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -642792.625000 Penalty: 4290.213379
	Iteration 28Q: 3 clusters Score -642792.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -642806.250000 Penalty: 4290.213379
	Iteration 29Q: 3 clusters Score -642806.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -642824.250000 Penalty: 4290.213379
	Iteration 30Q: 3 clusters Score -642824.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -642840.375000 Penalty: 4290.213379
	Iteration 31Q: 3 clusters Score -642840.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -642852.250000 Penalty: 4290.213379
	Iteration 32Q: 3 clusters Score -642852.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -642860.000000 Penalty: 4290.213379
	Iteration 33Q: 3 clusters Score -642860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -642867.000000 Penalty: 4290.213379
	Iteration 34Q: 3 clusters Score -642867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -642875.437500 Penalty: 4290.213379
	Iteration 35Q: 3 clusters Score -642875.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -642888.687500 Penalty: 4290.213379
	Iteration 36Q: 3 clusters Score -642888.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -642897.687500 Penalty: 4290.213379
	Iteration 37Q: 3 clusters Score -642897.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -642903.812500 Penalty: 4290.213379
	Iteration 38Q: 3 clusters Score -642903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -642914.062500 Penalty: 4290.213379
	Iteration 39Q: 3 clusters Score -642914.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -642921.000000 Penalty: 4290.213379
	Iteration 40F: 3 clusters Score -642921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -642928.750000 Penalty: 4290.213379
	Iteration 41Q: 3 clusters Score -642928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -642937.750000 Penalty: 4290.213379
	Iteration 42Q: 3 clusters Score -642937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -642944.625000 Penalty: 4290.213379
	Iteration 43Q: 3 clusters Score -642944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -642951.437500 Penalty: 4290.213379
	Iteration 44Q: 3 clusters Score -642951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -642958.000000 Penalty: 4290.213379
	Iteration 45Q: 3 clusters Score -642958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -642968.062500 Penalty: 4290.213379
	Iteration 46Q: 3 clusters Score -642968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -642974.625000 Penalty: 4290.213379
	Iteration 47Q: 3 clusters Score -642974.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -642982.750000 Penalty: 4290.213379
	Iteration 48Q: 3 clusters Score -642982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -642990.625000 Penalty: 4290.213379
	Iteration 49Q: 3 clusters Score -642990.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -642995.125000 Penalty: 4290.213379
	Iteration 50Q: 3 clusters Score -642995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -643001.625000 Penalty: 4290.213379
	Iteration 51Q: 3 clusters Score -643001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -643005.812500 Penalty: 4290.213379
	Iteration 52Q: 3 clusters Score -643005.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -643009.437500 Penalty: 4290.213379
	Iteration 53Q: 3 clusters Score -643009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -643012.437500 Penalty: 4290.213379
	Iteration 54Q: 3 clusters Score -643012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -643014.562500 Penalty: 4290.213379
	Iteration 55Q: 3 clusters Score -643014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -643020.187500 Penalty: 4290.213379
	Iteration 56Q: 3 clusters Score -643020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -643024.437500 Penalty: 4290.213379
	Iteration 57Q: 3 clusters Score -643024.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -643028.687500 Penalty: 4290.213379
	Iteration 58Q: 3 clusters Score -643028.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -643034.437500 Penalty: 4290.213379
	Iteration 59Q: 3 clusters Score -643034.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -643036.250000 Penalty: 4290.213379
	Iteration 60F: 3 clusters Score -643036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -643040.437500 Penalty: 4290.213379
	Iteration 61Q: 3 clusters Score -643040.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -643042.875000 Penalty: 4290.213379
	Iteration 62Q: 3 clusters Score -643042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -643042.812500 Penalty: 4290.213379
	Iteration 63Q: 3 clusters Score -643042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -643042.812500 Penalty: 4290.213379
	Iteration 64F: 3 clusters Score -643042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Entering Unmasked Estep 
Score: -3383116.750000 Penalty: 2553.509033
	Iteration 0F: 2 clusters Score -3383117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3362696.500000 Penalty: 5107.018066
	Iteration 0F: 3 clusters Score -3362696 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3370144.000000 Penalty: 5107.018066
	Iteration 1F: 3 clusters Score -3370144 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3370801.750000 Penalty: 5107.018066
	Iteration 2F: 3 clusters Score -3370802 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3371523.250000 Penalty: 5107.018066
	Iteration 3F: 3 clusters Score -3371523 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3372392.750000 Penalty: 5107.018066
	Iteration 4F: 3 clusters Score -3372393 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3373468.500000 Penalty: 5107.018066
	Iteration 5F: 3 clusters Score -3373468 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3374710.500000 Penalty: 5107.018066
	Iteration 6F: 3 clusters Score -3374710 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3376040.000000 Penalty: 5107.018066
	Iteration 7F: 3 clusters Score -3376040 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3377480.000000 Penalty: 5107.018066
	Iteration 8F: 3 clusters Score -3377480 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3379184.500000 Penalty: 5107.018066
	Iteration 9F: 3 clusters Score -3379184 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3381573.250000 Penalty: 5107.018066
	Iteration 10F: 3 clusters Score -3381573 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3384565.250000 Penalty: 5107.018066
	Iteration 11F: 3 clusters Score -3384565 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3386567.500000 Penalty: 5107.018066
	Iteration 12F: 3 clusters Score -3386568 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3387367.000000 Penalty: 5107.018066
	Iteration 13Q: 3 clusters Score -3387367 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3387832.000000 Penalty: 5107.018066
	Iteration 14Q: 3 clusters Score -3387832 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3388199.000000 Penalty: 5107.018066
	Iteration 15Q: 3 clusters Score -3388199 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3388474.250000 Penalty: 5107.018066
	Iteration 16Q: 3 clusters Score -3388474 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3388675.250000 Penalty: 5107.018066
	Iteration 17Q: 3 clusters Score -3388675 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3388835.750000 Penalty: 5107.018066
	Iteration 18Q: 3 clusters Score -3388836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3388940.750000 Penalty: 5107.018066
	Iteration 19Q: 3 clusters Score -3388941 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3389022.250000 Penalty: 5107.018066
	Iteration 20F: 3 clusters Score -3389022 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3389087.500000 Penalty: 5107.018066
	Iteration 21Q: 3 clusters Score -3389088 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3389161.750000 Penalty: 5107.018066
	Iteration 22Q: 3 clusters Score -3389162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3389210.250000 Penalty: 5107.018066
	Iteration 23Q: 3 clusters Score -3389210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3389240.250000 Penalty: 5107.018066
	Iteration 24Q: 3 clusters Score -3389240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3389255.500000 Penalty: 5107.018066
	Iteration 25Q: 3 clusters Score -3389256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3389268.250000 Penalty: 5107.018066
	Iteration 26Q: 3 clusters Score -3389268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3389273.500000 Penalty: 5107.018066
	Iteration 27Q: 3 clusters Score -3389274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3389289.500000 Penalty: 5107.018066
	Iteration 28Q: 3 clusters Score -3389290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3389302.250000 Penalty: 5107.018066
	Iteration 29Q: 3 clusters Score -3389302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3389307.750000 Penalty: 5107.018066
	Iteration 30Q: 3 clusters Score -3389308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3389314.000000 Penalty: 5107.018066
	Iteration 31Q: 3 clusters Score -3389314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3389313.250000 Penalty: 5107.018066
	Iteration 32Q: 3 clusters Score -3389313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3389311.250000 Penalty: 5107.018066
	Iteration 33Q: 3 clusters Score -3389311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3389309.500000 Penalty: 5107.018066
	Iteration 34Q: 3 clusters Score -3389310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3389308.250000 Penalty: 5107.018066
	Iteration 35Q: 3 clusters Score -3389308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3389310.250000 Penalty: 5107.018066
	Iteration 36Q: 3 clusters Score -3389310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3389309.250000 Penalty: 5107.018066
	Iteration 37Q: 3 clusters Score -3389309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3389311.250000 Penalty: 5107.018066
	Iteration 38Q: 3 clusters Score -3389311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3389314.250000 Penalty: 5107.018066
	Iteration 39Q: 3 clusters Score -3389314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3389312.750000 Penalty: 5107.018066
	Iteration 40F: 3 clusters Score -3389313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3389316.750000 Penalty: 5107.018066
	Iteration 41Q: 3 clusters Score -3389317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3389313.750000 Penalty: 5107.018066
	Iteration 42Q: 3 clusters Score -3389314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3389315.000000 Penalty: 5107.018066
	Iteration 43Q: 3 clusters Score -3389315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3389315.000000 Penalty: 5107.018066
	Iteration 44F: 3 clusters Score -3389315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Entering Unmasked Estep 
Score: -212160640.000000 Penalty: 262295.531250
Splitting cluster 21 changes total score from -212138608.000000 to -212160640.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 22 (90153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Entering Unmasked Estep 
Score: -10266799.000000 Penalty: 2829.497314
	Iteration 0F: 2 clusters Score -1.02668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -10206341.000000 Penalty: 5658.994629
	Iteration 0F: 3 clusters Score -1.020634e+07 nChanged 42852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -10231297.000000 Penalty: 5658.994629
	Iteration 1F: 3 clusters Score -1.02313e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -10233054.000000 Penalty: 5658.994629
	Iteration 2Q: 3 clusters Score -1.023305e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -10235941.000000 Penalty: 5658.994629
	Iteration 3F: 3 clusters Score -1.023594e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -10240561.000000 Penalty: 5658.994629
	Iteration 4F: 3 clusters Score -1.024056e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -10246253.000000 Penalty: 5658.994629
	Iteration 5F: 3 clusters Score -1.024625e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -10251451.000000 Penalty: 5658.994629
	Iteration 6F: 3 clusters Score -1.025145e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -10255600.000000 Penalty: 5658.994629
	Iteration 7F: 3 clusters Score -1.02556e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10258779.000000 Penalty: 5658.994629
	Iteration 8Q: 3 clusters Score -1.025878e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -10261115.000000 Penalty: 5658.994629
	Iteration 9Q: 3 clusters Score -1.026112e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -10262698.000000 Penalty: 5658.994629
	Iteration 10Q: 3 clusters Score -1.02627e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -10263690.000000 Penalty: 5658.994629
	Iteration 11Q: 3 clusters Score -1.026369e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -10264339.000000 Penalty: 5658.994629
	Iteration 12Q: 3 clusters Score -1.026434e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -10264757.000000 Penalty: 5658.994629
	Iteration 13Q: 3 clusters Score -1.026476e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -10264971.000000 Penalty: 5658.994629
	Iteration 14Q: 3 clusters Score -1.026497e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -10265071.000000 Penalty: 5658.994629
	Iteration 15Q: 3 clusters Score -1.026507e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -10265107.000000 Penalty: 5658.994629
	Iteration 16Q: 3 clusters Score -1.026511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -10265138.000000 Penalty: 5658.994629
	Iteration 17Q: 3 clusters Score -1.026514e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -10265153.000000 Penalty: 5658.994629
	Iteration 18Q: 3 clusters Score -1.026515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -10265180.000000 Penalty: 5658.994629
	Iteration 19Q: 3 clusters Score -1.026518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -10265186.000000 Penalty: 5658.994629
	Iteration 20F: 3 clusters Score -1.026519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -10265168.000000 Penalty: 5658.994629
	Iteration 21Q: 3 clusters Score -1.026517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -10265183.000000 Penalty: 5658.994629
	Iteration 22Q: 3 clusters Score -1.026518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -10265179.000000 Penalty: 5658.994629
	Iteration 23Q: 3 clusters Score -1.026518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -10265191.000000 Penalty: 5658.994629
	Iteration 24Q: 3 clusters Score -1.026519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -10265178.000000 Penalty: 5658.994629
	Iteration 25Q: 3 clusters Score -1.026518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -10265194.000000 Penalty: 5658.994629
	Iteration 26Q: 3 clusters Score -1.026519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -10265189.000000 Penalty: 5658.994629
	Iteration 27Q: 3 clusters Score -1.026519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -10265201.000000 Penalty: 5658.994629
	Iteration 28Q: 3 clusters Score -1.02652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -10265196.000000 Penalty: 5658.994629
	Iteration 29Q: 3 clusters Score -1.02652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -10265196.000000 Penalty: 5658.994629
	Iteration 30Q: 3 clusters Score -1.02652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -10265200.000000 Penalty: 5658.994629
	Iteration 31Q: 3 clusters Score -1.02652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -10265196.000000 Penalty: 5658.994629
	Iteration 32Q: 3 clusters Score -1.02652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -10265198.000000 Penalty: 5658.994629
	Iteration 33Q: 3 clusters Score -1.02652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -10265206.000000 Penalty: 5658.994629
	Iteration 34Q: 3 clusters Score -1.026521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -10265207.000000 Penalty: 5658.994629
	Iteration 35Q: 3 clusters Score -1.026521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -10265210.000000 Penalty: 5658.994629
	Iteration 36Q: 3 clusters Score -1.026521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -10265204.000000 Penalty: 5658.994629
	Iteration 37Q: 3 clusters Score -1.02652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -10265206.000000 Penalty: 5658.994629
	Iteration 38Q: 3 clusters Score -1.026521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -10265206.000000 Penalty: 5658.994629
	Iteration 39F: 3 clusters Score -1.026521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Entering Unmasked Estep 
Score: -1626467.250000 Penalty: 2384.868652
	Iteration 0F: 2 clusters Score -1626467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1615612.875000 Penalty: 4769.737305
	Iteration 0F: 3 clusters Score -1615613 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1619385.250000 Penalty: 4769.737305
	Iteration 1F: 3 clusters Score -1619385 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1620111.125000 Penalty: 4769.737305
	Iteration 2F: 3 clusters Score -1620111 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1620959.500000 Penalty: 4769.737305
	Iteration 3F: 3 clusters Score -1620960 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1621961.625000 Penalty: 4769.737305
	Iteration 4F: 3 clusters Score -1621962 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1622954.000000 Penalty: 4769.737305
	Iteration 5F: 3 clusters Score -1622954 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1623887.750000 Penalty: 4769.737305
	Iteration 6F: 3 clusters Score -1623888 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1624763.375000 Penalty: 4769.737305
	Iteration 7F: 3 clusters Score -1624763 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1625389.375000 Penalty: 4769.737305
	Iteration 8F: 3 clusters Score -1625389 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1625754.750000 Penalty: 4769.737305
	Iteration 9Q: 3 clusters Score -1625755 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1625924.000000 Penalty: 4769.737305
	Iteration 10Q: 3 clusters Score -1625924 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1625993.625000 Penalty: 4769.737305
	Iteration 11Q: 3 clusters Score -1625994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1626034.750000 Penalty: 4769.737305
	Iteration 12Q: 3 clusters Score -1626035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1626052.250000 Penalty: 4769.737305
	Iteration 13Q: 3 clusters Score -1626052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1626066.500000 Penalty: 4769.737305
	Iteration 14Q: 3 clusters Score -1626066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1626072.375000 Penalty: 4769.737305
	Iteration 15Q: 3 clusters Score -1626072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1626080.500000 Penalty: 4769.737305
	Iteration 16Q: 3 clusters Score -1626080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1626090.875000 Penalty: 4769.737305
	Iteration 17Q: 3 clusters Score -1626091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1626089.000000 Penalty: 4769.737305
	Iteration 18Q: 3 clusters Score -1626089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1626090.875000 Penalty: 4769.737305
	Iteration 19Q: 3 clusters Score -1626091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1626093.250000 Penalty: 4769.737305
	Iteration 20F: 3 clusters Score -1626093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1626091.375000 Penalty: 4769.737305
	Iteration 21Q: 3 clusters Score -1626091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1626093.625000 Penalty: 4769.737305
	Iteration 22Q: 3 clusters Score -1626094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1626097.250000 Penalty: 4769.737305
	Iteration 23Q: 3 clusters Score -1626097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1626099.000000 Penalty: 4769.737305
	Iteration 24Q: 3 clusters Score -1626099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1626095.250000 Penalty: 4769.737305
	Iteration 25Q: 3 clusters Score -1626095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1626096.000000 Penalty: 4769.737305
	Iteration 26Q: 3 clusters Score -1626096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1626096.250000 Penalty: 4769.737305
	Iteration 27Q: 3 clusters Score -1626096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1626096.250000 Penalty: 4769.737305
	Iteration 28F: 3 clusters Score -1626096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -103747.570312 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -103747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101836.984375 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -101837 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102167.656250 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -102167.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102400.953125 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -102401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102510.617188 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -102510.6 nChanged 31
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: -102576.890625 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -102576.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102639.492188 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -102639.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102661.773438 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -102661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102681.992188 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -102682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102719.632812 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -102719.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102750.164062 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -102750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102803.125000 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -102803.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102938.531250 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -102938.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103025.781250 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -103025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103070.828125 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -103070.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103102.914062 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -103102.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103143.437500 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -103143.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103188.070312 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -103188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103255.250000 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -103255.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103333.359375 Penalty: 3422.762451
	Iteration 18Q: 3 clusters Score -103333.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103426.476562 Penalty: 3422.762451
	Iteration 19Q: 3 clusters Score -103426.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103503.750000 Penalty: 3422.762451
	Iteration 20F: 3 clusters Score -103503.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103549.039062 Penalty: 3422.762451
	Iteration 21Q: 3 clusters Score -103549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103572.468750 Penalty: 3422.762451
	Iteration 22Q: 3 clusters Score -103572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103578.750000 Penalty: 3422.762451
	Iteration 23Q: 3 clusters Score -103578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103580.742188 Penalty: 3422.762451
	Iteration 24Q: 3 clusters Score -103580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103580.742188 Penalty: 3422.762451
	Iteration 25F: 3 clusters Score -103580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Entering Unmasked Estep 
Score: -4782655.000000 Penalty: 2638.638184
	Iteration 0F: 2 clusters Score -4782655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4754410.500000 Penalty: 5277.276367
	Iteration 0F: 3 clusters Score -4754410 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4764762.000000 Penalty: 5277.276367
	Iteration 1F: 3 clusters Score -4764762 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4765487.000000 Penalty: 5277.276367
	Iteration 2Q: 3 clusters Score -4765487 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4766527.000000 Penalty: 5277.276367
	Iteration 3F: 3 clusters Score -4766527 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4768168.500000 Penalty: 5277.276367
	Iteration 4F: 3 clusters Score -4768168 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4770364.000000 Penalty: 5277.276367
	Iteration 5F: 3 clusters Score -4770364 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4772732.000000 Penalty: 5277.276367
	Iteration 6F: 3 clusters Score -4772732 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4775014.500000 Penalty: 5277.276367
	Iteration 7F: 3 clusters Score -4775014 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -4776939.000000 Penalty: 5277.276367
	Iteration 8F: 3 clusters Score -4776939 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4778227.000000 Penalty: 5277.276367
	Iteration 9Q: 3 clusters Score -4778227 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4779057.000000 Penalty: 5277.276367
	Iteration 10Q: 3 clusters Score -4779057 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4779583.500000 Penalty: 5277.276367
	Iteration 11Q: 3 clusters Score -4779584 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -4779881.000000 Penalty: 5277.276367
	Iteration 12Q: 3 clusters Score -4779881 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -4780092.500000 Penalty: 5277.276367
	Iteration 13Q: 3 clusters Score -4780092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4780239.000000 Penalty: 5277.276367
	Iteration 14Q: 3 clusters Score -4780239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4780301.500000 Penalty: 5277.276367
	Iteration 15Q: 3 clusters Score -4780302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -4780356.500000 Penalty: 5277.276367
	Iteration 16Q: 3 clusters Score -4780356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -4780393.500000 Penalty: 5277.276367
	Iteration 17Q: 3 clusters Score -4780394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4780435.500000 Penalty: 5277.276367
	Iteration 18Q: 3 clusters Score -4780436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -4780469.000000 Penalty: 5277.276367
	Iteration 19Q: 3 clusters Score -4780469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -4780485.000000 Penalty: 5277.276367
	Iteration 20F: 3 clusters Score -4780485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -4780496.500000 Penalty: 5277.276367
	Iteration 21Q: 3 clusters Score -4780496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4780499.000000 Penalty: 5277.276367
	Iteration 22Q: 3 clusters Score -4780499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4780512.500000 Penalty: 5277.276367
	Iteration 23Q: 3 clusters Score -4780512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -4780516.000000 Penalty: 5277.276367
	Iteration 24Q: 3 clusters Score -4780516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -4780526.000000 Penalty: 5277.276367
	Iteration 25Q: 3 clusters Score -4780526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -4780537.000000 Penalty: 5277.276367
	Iteration 26Q: 3 clusters Score -4780537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4780539.000000 Penalty: 5277.276367
	Iteration 27Q: 3 clusters Score -4780539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -4780541.500000 Penalty: 5277.276367
	Iteration 28Q: 3 clusters Score -4780542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4780547.500000 Penalty: 5277.276367
	Iteration 29Q: 3 clusters Score -4780548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4780546.000000 Penalty: 5277.276367
	Iteration 30Q: 3 clusters Score -4780546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -4780554.500000 Penalty: 5277.276367
	Iteration 31Q: 3 clusters Score -4780554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -4780562.000000 Penalty: 5277.276367
	Iteration 32Q: 3 clusters Score -4780562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4780560.000000 Penalty: 5277.276367
	Iteration 33Q: 3 clusters Score -4780560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4780560.000000 Penalty: 5277.276367
	Iteration 34Q: 3 clusters Score -4780560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4780560.000000 Penalty: 5277.276367
	Iteration 35F: 3 clusters Score -4780560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -370953.125000 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -370953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -367042.562500 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -367042.6 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -369159.812500 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -369159.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -370630.312500 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -370630.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -371503.000000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -371503 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -371885.937500 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -371885.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -372148.093750 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -372148.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -372372.718750 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -372372.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -372582.031250 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -372582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -372772.031250 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -372772 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -372954.125000 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -372954.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -373128.718750 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -373128.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -373271.375000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -373271.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -373420.531250 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -373420.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -373531.250000 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -373531.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -373599.000000 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -373599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -373649.812500 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -373649.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -373688.125000 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -373688.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -373718.781250 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -373718.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -373737.968750 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -373738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -373758.187500 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -373758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -373798.312500 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -373798.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -373846.375000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -373846.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -373885.593750 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -373885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -373908.906250 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -373908.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -373917.750000 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -373917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -373921.156250 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -373921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -373923.500000 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -373923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -373924.968750 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -373925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -373927.750000 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -373927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -373929.156250 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -373929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -373929.312500 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -373929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -373930.000000 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -373930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -373930.000000 Penalty: 4155.339844
	Iteration 32F: 3 clusters Score -373930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Entering Unmasked Estep 
Score: -212162160.000000 Penalty: 265888.625000
Splitting cluster 26 changes total score from -212138608.000000 to -212162160.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 27 (9411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Entering Unmasked Estep 
Score: -1007624.562500 Penalty: 2269.109375
	Iteration 0F: 2 clusters Score -1007625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1000317.875000 Penalty: 4538.218750
	Iteration 0F: 3 clusters Score -1000318 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1002802.375000 Penalty: 4538.218750
	Iteration 1F: 3 clusters Score -1002802 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1003823.000000 Penalty: 4538.218750
	Iteration 2F: 3 clusters Score -1003823 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1004908.750000 Penalty: 4538.218750
	Iteration 3F: 3 clusters Score -1004909 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1005833.312500 Penalty: 4538.218750
	Iteration 4F: 3 clusters Score -1005833 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1006519.125000 Penalty: 4538.218750
	Iteration 5F: 3 clusters Score -1006519 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1006979.000000 Penalty: 4538.218750
	Iteration 6F: 3 clusters Score -1006979 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1007293.812500 Penalty: 4538.218750
	Iteration 7Q: 3 clusters Score -1007294 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1007536.875000 Penalty: 4538.218750
	Iteration 8Q: 3 clusters Score -1007537 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1007759.875000 Penalty: 4538.218750
	Iteration 9Q: 3 clusters Score -1007760 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1007909.687500 Penalty: 4538.218750
	Iteration 10Q: 3 clusters Score -1007910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1007992.312500 Penalty: 4538.218750
	Iteration 11Q: 3 clusters Score -1007992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1008038.062500 Penalty: 4538.218750
	Iteration 12Q: 3 clusters Score -1008038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1008064.500000 Penalty: 4538.218750
	Iteration 13Q: 3 clusters Score -1008064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1008085.625000 Penalty: 4538.218750
	Iteration 14Q: 3 clusters Score -1008086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1008093.250000 Penalty: 4538.218750
	Iteration 15Q: 3 clusters Score -1008093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1008100.125000 Penalty: 4538.218750
	Iteration 16Q: 3 clusters Score -1008100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1008104.187500 Penalty: 4538.218750
	Iteration 17Q: 3 clusters Score -1008104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1008109.375000 Penalty: 4538.218750
	Iteration 18Q: 3 clusters Score -1008109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1008113.062500 Penalty: 4538.218750
	Iteration 19Q: 3 clusters Score -1008113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1008121.437500 Penalty: 4538.218750
	Iteration 20F: 3 clusters Score -1008121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1008127.375000 Penalty: 4538.218750
	Iteration 21Q: 3 clusters Score -1008127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1008132.875000 Penalty: 4538.218750
	Iteration 22Q: 3 clusters Score -1008133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1008134.312500 Penalty: 4538.218750
	Iteration 23Q: 3 clusters Score -1008134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1008139.250000 Penalty: 4538.218750
	Iteration 24Q: 3 clusters Score -1008139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1008140.187500 Penalty: 4538.218750
	Iteration 25Q: 3 clusters Score -1008140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1008140.062500 Penalty: 4538.218750
	Iteration 26Q: 3 clusters Score -1008140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1008140.687500 Penalty: 4538.218750
	Iteration 27Q: 3 clusters Score -1008141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1008139.875000 Penalty: 4538.218750
	Iteration 28Q: 3 clusters Score -1008140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1008141.312500 Penalty: 4538.218750
	Iteration 29Q: 3 clusters Score -1008141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1008142.625000 Penalty: 4538.218750
	Iteration 30Q: 3 clusters Score -1008143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1008143.562500 Penalty: 4538.218750
	Iteration 31Q: 3 clusters Score -1008144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1008142.187500 Penalty: 4538.218750
	Iteration 32Q: 3 clusters Score -1008142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1008142.187500 Penalty: 4538.218750
	Iteration 33F: 3 clusters Score -1008142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 19751 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Entering Unmasked Estep 
Score: -212162224.000000 Penalty: 269481.718750
Splitting cluster 27 changes total score from -212138608.000000 to -212162224.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 28 (19751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Entering Unmasked Estep 
Score: -2176620.250000 Penalty: 2452.958008
	Iteration 0F: 2 clusters Score -2176620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2162659.750000 Penalty: 4905.916016
	Iteration 0F: 3 clusters Score -2162660 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2168458.250000 Penalty: 4905.916016
	Iteration 1F: 3 clusters Score -2168458 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2169764.250000 Penalty: 4905.916016
	Iteration 2F: 3 clusters Score -2169764 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2171057.750000 Penalty: 4905.916016
	Iteration 3F: 3 clusters Score -2171058 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2172560.250000 Penalty: 4905.916016
	Iteration 4F: 3 clusters Score -2172560 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2174312.750000 Penalty: 4905.916016
	Iteration 5F: 3 clusters Score -2174313 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2176717.000000 Penalty: 4905.916016
	Iteration 6F: 3 clusters Score -2176717 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2179748.250000 Penalty: 4905.916016
	Iteration 7F: 3 clusters Score -2179748 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2181498.500000 Penalty: 4905.916016
	Iteration 8F: 3 clusters Score -2181498 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2182106.500000 Penalty: 4905.916016
	Iteration 9Q: 3 clusters Score -2182106 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2182727.000000 Penalty: 4905.916016
	Iteration 10Q: 3 clusters Score -2182727 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2183953.750000 Penalty: 4905.916016
	Iteration 11Q: 3 clusters Score -2183954 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2185473.750000 Penalty: 4905.916016
	Iteration 12Q: 3 clusters Score -2185474 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2186289.750000 Penalty: 4905.916016
	Iteration 13Q: 3 clusters Score -2186290 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2186467.750000 Penalty: 4905.916016
	Iteration 14Q: 3 clusters Score -2186468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2186534.750000 Penalty: 4905.916016
	Iteration 15Q: 3 clusters Score -2186535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2186536.250000 Penalty: 4905.916016
	Iteration 16Q: 3 clusters Score -2186536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2186538.500000 Penalty: 4905.916016
	Iteration 17Q: 3 clusters Score -2186538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2186543.250000 Penalty: 4905.916016
	Iteration 18Q: 3 clusters Score -2186543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2186542.500000 Penalty: 4905.916016
	Iteration 19Q: 3 clusters Score -2186542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2186545.500000 Penalty: 4905.916016
	Iteration 20F: 3 clusters Score -2186546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2186544.750000 Penalty: 4905.916016
	Iteration 21Q: 3 clusters Score -2186545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2186543.750000 Penalty: 4905.916016
	Iteration 22Q: 3 clusters Score -2186544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2186546.250000 Penalty: 4905.916016
	Iteration 23Q: 3 clusters Score -2186546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2186544.250000 Penalty: 4905.916016
	Iteration 24Q: 3 clusters Score -2186544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2186543.500000 Penalty: 4905.916016
	Iteration 25Q: 3 clusters Score -2186544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2186542.500000 Penalty: 4905.916016
	Iteration 26Q: 3 clusters Score -2186542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2186542.500000 Penalty: 4905.916016
	Iteration 27F: 3 clusters Score -2186542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 44858 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Entering Unmasked Estep 
Score: -212170432.000000 Penalty: 273074.812500
Splitting cluster 28 changes total score from -212138608.000000 to -212170432.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 29 (180252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180252 members 
Entering Unmasked Estep 
Score: -19101234.000000 Penalty: 3001.323486
	Iteration 0F: 2 clusters Score -1.910123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -18980708.000000 Penalty: 6002.646973
	Iteration 0F: 3 clusters Score -1.898071e+07 nChanged 86511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -19031828.000000 Penalty: 6002.646973
	Iteration 1F: 3 clusters Score -1.903183e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -19033870.000000 Penalty: 6002.646973
	Iteration 2Q: 3 clusters Score -1.903387e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -19036062.000000 Penalty: 6002.646973
	Iteration 3Q: 3 clusters Score -1.903606e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -19038442.000000 Penalty: 6002.646973
	Iteration 4Q: 3 clusters Score -1.903844e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -19041132.000000 Penalty: 6002.646973
	Iteration 5Q: 3 clusters Score -1.904113e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -19044100.000000 Penalty: 6002.646973
	Iteration 6Q: 3 clusters Score -1.90441e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -19047544.000000 Penalty: 6002.646973
	Iteration 7Q: 3 clusters Score -1.904754e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -19050762.000000 Penalty: 6002.646973
	Iteration 8Q: 3 clusters Score -1.905076e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -19054072.000000 Penalty: 6002.646973
	Iteration 9Q: 3 clusters Score -1.905407e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -19057294.000000 Penalty: 6002.646973
	Iteration 10Q: 3 clusters Score -1.905729e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -19060658.000000 Penalty: 6002.646973
	Iteration 11Q: 3 clusters Score -1.906066e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -19064432.000000 Penalty: 6002.646973
	Iteration 12Q: 3 clusters Score -1.906443e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -19068086.000000 Penalty: 6002.646973
	Iteration 13Q: 3 clusters Score -1.906809e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -19071292.000000 Penalty: 6002.646973
	Iteration 14Q: 3 clusters Score -1.907129e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -19074134.000000 Penalty: 6002.646973
	Iteration 15Q: 3 clusters Score -1.907413e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -19076976.000000 Penalty: 6002.646973
	Iteration 16Q: 3 clusters Score -1.907698e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 144587 members 
Entering Unmasked Estep 
Score: -19079446.000000 Penalty: 6002.646973
	Iteration 17Q: 3 clusters Score -1.907945e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -19081848.000000 Penalty: 6002.646973
	Iteration 18Q: 3 clusters Score -1.908185e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -19084634.000000 Penalty: 6002.646973
	Iteration 19Q: 3 clusters Score -1.908463e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -19087356.000000 Penalty: 6002.646973
	Iteration 20F: 3 clusters Score -1.908736e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 162334 members 
Entering Unmasked Estep 
Score: -19089912.000000 Penalty: 6002.646973
	Iteration 21Q: 3 clusters Score -1.908991e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -19092350.000000 Penalty: 6002.646973
	Iteration 22Q: 3 clusters Score -1.909235e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 169084 members 
Entering Unmasked Estep 
Score: -19094432.000000 Penalty: 6002.646973
	Iteration 23Q: 3 clusters Score -1.909443e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -19096040.000000 Penalty: 6002.646973
	Iteration 24Q: 3 clusters Score -1.909604e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 173446 members 
Entering Unmasked Estep 
Score: -19097056.000000 Penalty: 6002.646973
	Iteration 25Q: 3 clusters Score -1.909706e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -19097794.000000 Penalty: 6002.646973
	Iteration 26Q: 3 clusters Score -1.909779e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -19098266.000000 Penalty: 6002.646973
	Iteration 27Q: 3 clusters Score -1.909827e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -19098606.000000 Penalty: 6002.646973
	Iteration 28Q: 3 clusters Score -1.909861e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 176862 members 
Entering Unmasked Estep 
Score: -19098860.000000 Penalty: 6002.646973
	Iteration 29Q: 3 clusters Score -1.909886e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 177210 members 
Entering Unmasked Estep 
Score: -19099002.000000 Penalty: 6002.646973
	Iteration 30Q: 3 clusters Score -1.9099e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -19099122.000000 Penalty: 6002.646973
	Iteration 31Q: 3 clusters Score -1.909912e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -19099180.000000 Penalty: 6002.646973
	Iteration 32Q: 3 clusters Score -1.909918e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 177764 members 
Entering Unmasked Estep 
Score: -19099240.000000 Penalty: 6002.646973
	Iteration 33Q: 3 clusters Score -1.909924e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 177861 members 
Entering Unmasked Estep 
Score: -19099338.000000 Penalty: 6002.646973
	Iteration 34Q: 3 clusters Score -1.909934e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 177947 members 
Entering Unmasked Estep 
Score: -19099370.000000 Penalty: 6002.646973
	Iteration 35Q: 3 clusters Score -1.909937e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 178017 members 
Entering Unmasked Estep 
Score: -19099372.000000 Penalty: 6002.646973
	Iteration 36Q: 3 clusters Score -1.909937e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -19099428.000000 Penalty: 6002.646973
	Iteration 37Q: 3 clusters Score -1.909943e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 178104 members 
Entering Unmasked Estep 
Score: -19099434.000000 Penalty: 6002.646973
	Iteration 38Q: 3 clusters Score -1.909943e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 178146 members 
Entering Unmasked Estep 
Score: -19099436.000000 Penalty: 6002.646973
	Iteration 39Q: 3 clusters Score -1.909944e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 178183 members 
Entering Unmasked Estep 
Score: -19099474.000000 Penalty: 6002.646973
	Iteration 40F: 3 clusters Score -1.909947e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 178210 members 
Entering Unmasked Estep 
Score: -19099496.000000 Penalty: 6002.646973
	Iteration 41Q: 3 clusters Score -1.90995e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -19099542.000000 Penalty: 6002.646973
	Iteration 42Q: 3 clusters Score -1.909954e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 178248 members 
Entering Unmasked Estep 
Score: -19099560.000000 Penalty: 6002.646973
	Iteration 43Q: 3 clusters Score -1.909956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 178268 members 
Entering Unmasked Estep 
Score: -19099628.000000 Penalty: 6002.646973
	Iteration 44Q: 3 clusters Score -1.909963e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 178290 members 
Entering Unmasked Estep 
Score: -19099648.000000 Penalty: 6002.646973
	Iteration 45Q: 3 clusters Score -1.909965e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 178317 members 
Entering Unmasked Estep 
Score: -19099702.000000 Penalty: 6002.646973
	Iteration 46Q: 3 clusters Score -1.90997e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 178346 members 
Entering Unmasked Estep 
Score: -19099800.000000 Penalty: 6002.646973
	Iteration 47Q: 3 clusters Score -1.90998e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 178365 members 
Entering Unmasked Estep 
Score: -19099862.000000 Penalty: 6002.646973
	Iteration 48Q: 3 clusters Score -1.909986e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 178385 members 
Entering Unmasked Estep 
Score: -19099894.000000 Penalty: 6002.646973
	Iteration 49Q: 3 clusters Score -1.909989e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 178376 members 
Entering Unmasked Estep 
Score: -19099922.000000 Penalty: 6002.646973
	Iteration 50Q: 3 clusters Score -1.909992e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 178373 members 
Entering Unmasked Estep 
Score: -19099958.000000 Penalty: 6002.646973
	Iteration 51Q: 3 clusters Score -1.909996e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 178385 members 
Entering Unmasked Estep 
Score: -19100024.000000 Penalty: 6002.646973
	Iteration 52Q: 3 clusters Score -1.910002e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 178399 members 
Entering Unmasked Estep 
Score: -19100048.000000 Penalty: 6002.646973
	Iteration 53Q: 3 clusters Score -1.910005e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 178413 members 
Entering Unmasked Estep 
Score: -19100078.000000 Penalty: 6002.646973
	Iteration 54Q: 3 clusters Score -1.910008e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 178422 members 
Entering Unmasked Estep 
Score: -19100088.000000 Penalty: 6002.646973
	Iteration 55Q: 3 clusters Score -1.910009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 178438 members 
Entering Unmasked Estep 
Score: -19100130.000000 Penalty: 6002.646973
	Iteration 56Q: 3 clusters Score -1.910013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 178443 members 
Entering Unmasked Estep 
Score: -19100130.000000 Penalty: 6002.646973
	Iteration 57Q: 3 clusters Score -1.910013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -19100174.000000 Penalty: 6002.646973
	Iteration 58Q: 3 clusters Score -1.910017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 178454 members 
Entering Unmasked Estep 
Score: -19100224.000000 Penalty: 6002.646973
	Iteration 59Q: 3 clusters Score -1.910022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 178458 members 
Entering Unmasked Estep 
Score: -19100230.000000 Penalty: 6002.646973
	Iteration 60F: 3 clusters Score -1.910023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100256.000000 Penalty: 6002.646973
	Iteration 61Q: 3 clusters Score -1.910026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 178441 members 
Entering Unmasked Estep 
Score: -19100238.000000 Penalty: 6002.646973
	Iteration 62Q: 3 clusters Score -1.910024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 178446 members 
Entering Unmasked Estep 
Score: -19100260.000000 Penalty: 6002.646973
	Iteration 63Q: 3 clusters Score -1.910026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 178451 members 
Entering Unmasked Estep 
Score: -19100266.000000 Penalty: 6002.646973
	Iteration 64Q: 3 clusters Score -1.910027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 178454 members 
Entering Unmasked Estep 
Score: -19100256.000000 Penalty: 6002.646973
	Iteration 65Q: 3 clusters Score -1.910026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 178456 members 
Entering Unmasked Estep 
Score: -19100250.000000 Penalty: 6002.646973
	Iteration 66Q: 3 clusters Score -1.910025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -19100236.000000 Penalty: 6002.646973
	Iteration 67Q: 3 clusters Score -1.910024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -19100256.000000 Penalty: 6002.646973
	Iteration 68Q: 3 clusters Score -1.910026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 178448 members 
Entering Unmasked Estep 
Score: -19100254.000000 Penalty: 6002.646973
	Iteration 69Q: 3 clusters Score -1.910025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -19100244.000000 Penalty: 6002.646973
	Iteration 70Q: 3 clusters Score -1.910024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100242.000000 Penalty: 6002.646973
	Iteration 71Q: 3 clusters Score -1.910024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100246.000000 Penalty: 6002.646973
	Iteration 72Q: 3 clusters Score -1.910025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100234.000000 Penalty: 6002.646973
	Iteration 73Q: 3 clusters Score -1.910023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -19100240.000000 Penalty: 6002.646973
	Iteration 74Q: 3 clusters Score -1.910024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 178443 members 
Entering Unmasked Estep 
Score: -19100240.000000 Penalty: 6002.646973
	Iteration 75Q: 3 clusters Score -1.910024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -19100260.000000 Penalty: 6002.646973
	Iteration 76Q: 3 clusters Score -1.910026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 178446 members 
Entering Unmasked Estep 
Score: -19100264.000000 Penalty: 6002.646973
	Iteration 77Q: 3 clusters Score -1.910026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 178444 members 
Entering Unmasked Estep 
Score: -19100274.000000 Penalty: 6002.646973
	Iteration 78Q: 3 clusters Score -1.910027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100276.000000 Penalty: 6002.646973
	Iteration 79Q: 3 clusters Score -1.910028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100286.000000 Penalty: 6002.646973
	Iteration 80F: 3 clusters Score -1.910029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100268.000000 Penalty: 6002.646973
	Iteration 81Q: 3 clusters Score -1.910027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -19100268.000000 Penalty: 6002.646973
	Iteration 82F: 3 clusters Score -1.910027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Entering Unmasked Estep 
Score: -4604473.000000 Penalty: 2656.391846
	Iteration 0F: 2 clusters Score -4604473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4574032.500000 Penalty: 5312.783691
	Iteration 0F: 3 clusters Score -4574032 nChanged 20552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -4585634.500000 Penalty: 5312.783691
	Iteration 1F: 3 clusters Score -4585634 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4586907.500000 Penalty: 5312.783691
	Iteration 2F: 3 clusters Score -4586908 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4589010.500000 Penalty: 5312.783691
	Iteration 3F: 3 clusters Score -4589010 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -4591993.500000 Penalty: 5312.783691
	Iteration 4F: 3 clusters Score -4591994 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4595001.500000 Penalty: 5312.783691
	Iteration 5F: 3 clusters Score -4595002 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4597148.500000 Penalty: 5312.783691
	Iteration 6F: 3 clusters Score -4597148 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4598556.000000 Penalty: 5312.783691
	Iteration 7F: 3 clusters Score -4598556 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4599407.000000 Penalty: 5312.783691
	Iteration 8Q: 3 clusters Score -4599407 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4599971.500000 Penalty: 5312.783691
	Iteration 9Q: 3 clusters Score -4599972 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4600442.500000 Penalty: 5312.783691
	Iteration 10Q: 3 clusters Score -4600442 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4600895.000000 Penalty: 5312.783691
	Iteration 11Q: 3 clusters Score -4600895 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4601303.500000 Penalty: 5312.783691
	Iteration 12Q: 3 clusters Score -4601304 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4601700.000000 Penalty: 5312.783691
	Iteration 13Q: 3 clusters Score -4601700 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -4602076.000000 Penalty: 5312.783691
	Iteration 14Q: 3 clusters Score -4602076 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4602457.000000 Penalty: 5312.783691
	Iteration 15Q: 3 clusters Score -4602457 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4602806.500000 Penalty: 5312.783691
	Iteration 16Q: 3 clusters Score -4602806 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4603181.500000 Penalty: 5312.783691
	Iteration 17Q: 3 clusters Score -4603182 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4603612.500000 Penalty: 5312.783691
	Iteration 18Q: 3 clusters Score -4603612 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4604061.500000 Penalty: 5312.783691
	Iteration 19Q: 3 clusters Score -4604062 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4604381.500000 Penalty: 5312.783691
	Iteration 20F: 3 clusters Score -4604382 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4604561.000000 Penalty: 5312.783691
	Iteration 21Q: 3 clusters Score -4604561 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4604737.500000 Penalty: 5312.783691
	Iteration 22Q: 3 clusters Score -4604738 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4604848.000000 Penalty: 5312.783691
	Iteration 23Q: 3 clusters Score -4604848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -4604922.000000 Penalty: 5312.783691
	Iteration 24Q: 3 clusters Score -4604922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4604969.500000 Penalty: 5312.783691
	Iteration 25Q: 3 clusters Score -4604970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4604996.000000 Penalty: 5312.783691
	Iteration 26Q: 3 clusters Score -4604996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -4604994.000000 Penalty: 5312.783691
	Iteration 27Q: 3 clusters Score -4604994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4604999.000000 Penalty: 5312.783691
	Iteration 28Q: 3 clusters Score -4604999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4605011.500000 Penalty: 5312.783691
	Iteration 29Q: 3 clusters Score -4605012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4605016.500000 Penalty: 5312.783691
	Iteration 30Q: 3 clusters Score -4605016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4605025.000000 Penalty: 5312.783691
	Iteration 31Q: 3 clusters Score -4605025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -4605025.000000 Penalty: 5312.783691
	Iteration 32Q: 3 clusters Score -4605025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4605023.500000 Penalty: 5312.783691
	Iteration 33Q: 3 clusters Score -4605024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4605026.000000 Penalty: 5312.783691
	Iteration 34Q: 3 clusters Score -4605026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4605023.000000 Penalty: 5312.783691
	Iteration 35Q: 3 clusters Score -4605023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4605023.000000 Penalty: 5312.783691
	Iteration 36Q: 3 clusters Score -4605023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4605028.500000 Penalty: 5312.783691
	Iteration 37Q: 3 clusters Score -4605028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4605024.500000 Penalty: 5312.783691
	Iteration 38Q: 3 clusters Score -4605024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4605029.000000 Penalty: 5312.783691
	Iteration 39Q: 3 clusters Score -4605029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4605024.000000 Penalty: 5312.783691
	Iteration 40F: 3 clusters Score -4605024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4605026.500000 Penalty: 5312.783691
	Iteration 41Q: 3 clusters Score -4605026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4605025.500000 Penalty: 5312.783691
	Iteration 42Q: 3 clusters Score -4605026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4605030.500000 Penalty: 5312.783691
	Iteration 43Q: 3 clusters Score -4605030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4605030.500000 Penalty: 5312.783691
	Iteration 44F: 3 clusters Score -4605030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 67003 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Entering Unmasked Estep 
Score: -212169712.000000 Penalty: 276667.906250
Splitting cluster 30 changes total score from -212138608.000000 to -212169712.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 31 (67003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Entering Unmasked Estep 
Score: -7642857.500000 Penalty: 2755.898193
	Iteration 0F: 2 clusters Score -7642858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7598109.000000 Penalty: 5511.796387
	Iteration 0F: 3 clusters Score -7598109 nChanged 31204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -7616126.000000 Penalty: 5511.796387
	Iteration 1F: 3 clusters Score -7616126 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -7617847.000000 Penalty: 5511.796387
	Iteration 2F: 3 clusters Score -7617847 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7620870.500000 Penalty: 5511.796387
	Iteration 3F: 3 clusters Score -7620870 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -7624956.000000 Penalty: 5511.796387
	Iteration 4F: 3 clusters Score -7624956 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -7629015.000000 Penalty: 5511.796387
	Iteration 5F: 3 clusters Score -7629015 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -7632060.000000 Penalty: 5511.796387
	Iteration 6F: 3 clusters Score -7632060 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7634237.000000 Penalty: 5511.796387
	Iteration 7Q: 3 clusters Score -7634237 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7636018.500000 Penalty: 5511.796387
	Iteration 8Q: 3 clusters Score -7636018 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -7637722.500000 Penalty: 5511.796387
	Iteration 9Q: 3 clusters Score -7637722 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -7639650.000000 Penalty: 5511.796387
	Iteration 10Q: 3 clusters Score -7639650 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -7641577.000000 Penalty: 5511.796387
	Iteration 11Q: 3 clusters Score -7641577 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -7642634.000000 Penalty: 5511.796387
	Iteration 12Q: 3 clusters Score -7642634 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -7642941.500000 Penalty: 5511.796387
	Iteration 13Q: 3 clusters Score -7642942 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -7643103.000000 Penalty: 5511.796387
	Iteration 14Q: 3 clusters Score -7643103 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7643126.500000 Penalty: 5511.796387
	Iteration 15Q: 3 clusters Score -7643126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -7643167.500000 Penalty: 5511.796387
	Iteration 16Q: 3 clusters Score -7643168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -7643179.500000 Penalty: 5511.796387
	Iteration 17Q: 3 clusters Score -7643180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -7643187.000000 Penalty: 5511.796387
	Iteration 18Q: 3 clusters Score -7643187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -7643200.500000 Penalty: 5511.796387
	Iteration 19Q: 3 clusters Score -7643200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -7643193.500000 Penalty: 5511.796387
	Iteration 20F: 3 clusters Score -7643194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -7643201.000000 Penalty: 5511.796387
	Iteration 21Q: 3 clusters Score -7643201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -7643204.000000 Penalty: 5511.796387
	Iteration 22Q: 3 clusters Score -7643204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -7643202.000000 Penalty: 5511.796387
	Iteration 23Q: 3 clusters Score -7643202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -7643211.000000 Penalty: 5511.796387
	Iteration 24Q: 3 clusters Score -7643211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -7643201.000000 Penalty: 5511.796387
	Iteration 25Q: 3 clusters Score -7643201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -7643199.000000 Penalty: 5511.796387
	Iteration 26Q: 3 clusters Score -7643199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -7643189.000000 Penalty: 5511.796387
	Iteration 27Q: 3 clusters Score -7643189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -7643185.500000 Penalty: 5511.796387
	Iteration 28Q: 3 clusters Score -7643186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -7643195.000000 Penalty: 5511.796387
	Iteration 29Q: 3 clusters Score -7643195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -7643191.500000 Penalty: 5511.796387
	Iteration 30Q: 3 clusters Score -7643192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -7643199.000000 Penalty: 5511.796387
	Iteration 31Q: 3 clusters Score -7643199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -7643197.000000 Penalty: 5511.796387
	Iteration 32Q: 3 clusters Score -7643197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -7643197.000000 Penalty: 5511.796387
	Iteration 33Q: 3 clusters Score -7643197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -7643191.500000 Penalty: 5511.796387
	Iteration 34Q: 3 clusters Score -7643192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -7643198.500000 Penalty: 5511.796387
	Iteration 35Q: 3 clusters Score -7643198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -7643202.500000 Penalty: 5511.796387
	Iteration 36Q: 3 clusters Score -7643202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -7643205.500000 Penalty: 5511.796387
	Iteration 37Q: 3 clusters Score -7643206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -7643197.500000 Penalty: 5511.796387
	Iteration 38Q: 3 clusters Score -7643198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -7643203.000000 Penalty: 5511.796387
	Iteration 39Q: 3 clusters Score -7643203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -7643205.000000 Penalty: 5511.796387
	Iteration 40F: 3 clusters Score -7643205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -7643199.000000 Penalty: 5511.796387
	Iteration 41Q: 3 clusters Score -7643199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -7643200.000000 Penalty: 5511.796387
	Iteration 42Q: 3 clusters Score -7643200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -7643200.000000 Penalty: 5511.796387
	Iteration 43F: 3 clusters Score -7643200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 15076 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Entering Unmasked Estep 
Score: -212167936.000000 Penalty: 280260.968750
Splitting cluster 31 changes total score from -212138608.000000 to -212167936.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 32 (15520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Entering Unmasked Estep 
Score: -1447734.750000 Penalty: 2393.171631
	Iteration 0F: 2 clusters Score -1447735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1436575.750000 Penalty: 4786.343262
	Iteration 0F: 3 clusters Score -1436576 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1440770.750000 Penalty: 4786.343262
	Iteration 1F: 3 clusters Score -1440771 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1441814.375000 Penalty: 4786.343262
	Iteration 2F: 3 clusters Score -1441814 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1442861.125000 Penalty: 4786.343262
	Iteration 3F: 3 clusters Score -1442861 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1443819.375000 Penalty: 4786.343262
	Iteration 4F: 3 clusters Score -1443819 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1444567.000000 Penalty: 4786.343262
	Iteration 5F: 3 clusters Score -1444567 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1445132.500000 Penalty: 4786.343262
	Iteration 6F: 3 clusters Score -1445132 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1445550.625000 Penalty: 4786.343262
	Iteration 7Q: 3 clusters Score -1445551 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1445870.125000 Penalty: 4786.343262
	Iteration 8Q: 3 clusters Score -1445870 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1446099.875000 Penalty: 4786.343262
	Iteration 9Q: 3 clusters Score -1446100 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1446284.875000 Penalty: 4786.343262
	Iteration 10Q: 3 clusters Score -1446285 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1446415.875000 Penalty: 4786.343262
	Iteration 11Q: 3 clusters Score -1446416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1446508.750000 Penalty: 4786.343262
	Iteration 12Q: 3 clusters Score -1446509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1446592.375000 Penalty: 4786.343262
	Iteration 13Q: 3 clusters Score -1446592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1446660.500000 Penalty: 4786.343262
	Iteration 14Q: 3 clusters Score -1446660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1446729.500000 Penalty: 4786.343262
	Iteration 15Q: 3 clusters Score -1446730 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1446786.375000 Penalty: 4786.343262
	Iteration 16Q: 3 clusters Score -1446786 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1446829.500000 Penalty: 4786.343262
	Iteration 17Q: 3 clusters Score -1446830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1446864.375000 Penalty: 4786.343262
	Iteration 18Q: 3 clusters Score -1446864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1446904.375000 Penalty: 4786.343262
	Iteration 19Q: 3 clusters Score -1446904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1446938.875000 Penalty: 4786.343262
	Iteration 20F: 3 clusters Score -1446939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1446966.125000 Penalty: 4786.343262
	Iteration 21Q: 3 clusters Score -1446966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1446990.125000 Penalty: 4786.343262
	Iteration 22Q: 3 clusters Score -1446990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1447017.250000 Penalty: 4786.343262
	Iteration 23Q: 3 clusters Score -1447017 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1447041.875000 Penalty: 4786.343262
	Iteration 24Q: 3 clusters Score -1447042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1447075.125000 Penalty: 4786.343262
	Iteration 25Q: 3 clusters Score -1447075 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1447115.875000 Penalty: 4786.343262
	Iteration 26Q: 3 clusters Score -1447116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1447167.250000 Penalty: 4786.343262
	Iteration 27Q: 3 clusters Score -1447167 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1447222.250000 Penalty: 4786.343262
	Iteration 28Q: 3 clusters Score -1447222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1447287.875000 Penalty: 4786.343262
	Iteration 29Q: 3 clusters Score -1447288 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1447349.125000 Penalty: 4786.343262
	Iteration 30Q: 3 clusters Score -1447349 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1447407.750000 Penalty: 4786.343262
	Iteration 31Q: 3 clusters Score -1447408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1447454.125000 Penalty: 4786.343262
	Iteration 32Q: 3 clusters Score -1447454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1447499.000000 Penalty: 4786.343262
	Iteration 33Q: 3 clusters Score -1447499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1447541.125000 Penalty: 4786.343262
	Iteration 34Q: 3 clusters Score -1447541 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1447578.000000 Penalty: 4786.343262
	Iteration 35Q: 3 clusters Score -1447578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1447609.625000 Penalty: 4786.343262
	Iteration 36Q: 3 clusters Score -1447610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1447633.250000 Penalty: 4786.343262
	Iteration 37Q: 3 clusters Score -1447633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1447643.125000 Penalty: 4786.343262
	Iteration 38Q: 3 clusters Score -1447643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1447649.000000 Penalty: 4786.343262
	Iteration 39Q: 3 clusters Score -1447649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1447655.250000 Penalty: 4786.343262
	Iteration 40F: 3 clusters Score -1447655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1447659.000000 Penalty: 4786.343262
	Iteration 41Q: 3 clusters Score -1447659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1447661.125000 Penalty: 4786.343262
	Iteration 42Q: 3 clusters Score -1447661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1447661.000000 Penalty: 4786.343262
	Iteration 43Q: 3 clusters Score -1447661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1447663.500000 Penalty: 4786.343262
	Iteration 44Q: 3 clusters Score -1447664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1447665.125000 Penalty: 4786.343262
	Iteration 45Q: 3 clusters Score -1447665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1447666.750000 Penalty: 4786.343262
	Iteration 46Q: 3 clusters Score -1447667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1447669.375000 Penalty: 4786.343262
	Iteration 47Q: 3 clusters Score -1447669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1447668.500000 Penalty: 4786.343262
	Iteration 48Q: 3 clusters Score -1447668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1447667.875000 Penalty: 4786.343262
	Iteration 49Q: 3 clusters Score -1447668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1447668.875000 Penalty: 4786.343262
	Iteration 50Q: 3 clusters Score -1447669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1447668.875000 Penalty: 4786.343262
	Iteration 51F: 3 clusters Score -1447669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (127659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Entering Unmasked Estep 
Score: -14814601.000000 Penalty: 2915.765381
	Iteration 0F: 2 clusters Score -1.48146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -14729115.000000 Penalty: 5831.530762
	Iteration 0F: 3 clusters Score -1.472912e+07 nChanged 60485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -14764380.000000 Penalty: 5831.530762
	Iteration 1F: 3 clusters Score -1.476438e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -14765334.000000 Penalty: 5831.530762
	Iteration 2Q: 3 clusters Score -1.476533e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -14766699.000000 Penalty: 5831.530762
	Iteration 3Q: 3 clusters Score -1.47667e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -14768847.000000 Penalty: 5831.530762
	Iteration 4Q: 3 clusters Score -1.476885e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -14772602.000000 Penalty: 5831.530762
	Iteration 5F: 3 clusters Score -1.47726e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -14778574.000000 Penalty: 5831.530762
	Iteration 6F: 3 clusters Score -1.477857e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -14787318.000000 Penalty: 5831.530762
	Iteration 7F: 3 clusters Score -1.478732e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -14796793.000000 Penalty: 5831.530762
	Iteration 8F: 3 clusters Score -1.479679e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -14804563.000000 Penalty: 5831.530762
	Iteration 9F: 3 clusters Score -1.480456e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124365 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -14809058.000000 Penalty: 5831.530762
	Iteration 10Q: 3 clusters Score -1.480906e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126294 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14810775.000000 Penalty: 5831.530762
	Iteration 11Q: 3 clusters Score -1.481078e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14811351.000000 Penalty: 5831.530762
	Iteration 12Q: 3 clusters Score -1.481135e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127190 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14811642.000000 Penalty: 5831.530762
	Iteration 13Q: 3 clusters Score -1.481164e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14811795.000000 Penalty: 5831.530762
	Iteration 14Q: 3 clusters Score -1.48118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14811873.000000 Penalty: 5831.530762
	Iteration 15Q: 3 clusters Score -1.481187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14811912.000000 Penalty: 5831.530762
	Iteration 16Q: 3 clusters Score -1.481191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14811950.000000 Penalty: 5831.530762
	Iteration 17Q: 3 clusters Score -1.481195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14811956.000000 Penalty: 5831.530762
	Iteration 18Q: 3 clusters Score -1.481196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14811965.000000 Penalty: 5831.530762
	Iteration 19Q: 3 clusters Score -1.481196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14811975.000000 Penalty: 5831.530762
	Iteration 20F: 3 clusters Score -1.481198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14811974.000000 Penalty: 5831.530762
	Iteration 21Q: 3 clusters Score -1.481197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14811974.000000 Penalty: 5831.530762
	Iteration 22F: 3 clusters Score -1.481197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (144512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Entering Unmasked Estep 
Score: -16645709.000000 Penalty: 2946.517334
	Iteration 0F: 2 clusters Score -1.664571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -16548758.000000 Penalty: 5893.034668
	Iteration 0F: 3 clusters Score -1.654876e+07 nChanged 68909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -16589179.000000 Penalty: 5893.034668
	Iteration 1F: 3 clusters Score -1.658918e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -16590695.000000 Penalty: 5893.034668
	Iteration 2Q: 3 clusters Score -1.65907e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -16592718.000000 Penalty: 5893.034668
	Iteration 3Q: 3 clusters Score -1.659272e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -16595373.000000 Penalty: 5893.034668
	Iteration 4Q: 3 clusters Score -1.659537e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -16598277.000000 Penalty: 5893.034668
	Iteration 5F: 3 clusters Score -1.659828e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -16601633.000000 Penalty: 5893.034668
	Iteration 6F: 3 clusters Score -1.660163e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -16604555.000000 Penalty: 5893.034668
	Iteration 7F: 3 clusters Score -1.660456e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -16607195.000000 Penalty: 5893.034668
	Iteration 8Q: 3 clusters Score -1.66072e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -16609514.000000 Penalty: 5893.034668
	Iteration 9Q: 3 clusters Score -1.660951e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -16611694.000000 Penalty: 5893.034668
	Iteration 10Q: 3 clusters Score -1.661169e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -16614143.000000 Penalty: 5893.034668
	Iteration 11Q: 3 clusters Score -1.661414e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -16617063.000000 Penalty: 5893.034668
	Iteration 12Q: 3 clusters Score -1.661706e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 105430 members 
Entering Unmasked Estep 
Score: -16620570.000000 Penalty: 5893.034668
	Iteration 13Q: 3 clusters Score -1.662057e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 110215 members 
Entering Unmasked Estep 
Score: -16624465.000000 Penalty: 5893.034668
	Iteration 14Q: 3 clusters Score -1.662446e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -16627846.000000 Penalty: 5893.034668
	Iteration 15Q: 3 clusters Score -1.662785e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 118549 members 
Entering Unmasked Estep 
Score: -16630439.000000 Penalty: 5893.034668
	Iteration 16Q: 3 clusters Score -1.663044e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -16632617.000000 Penalty: 5893.034668
	Iteration 17Q: 3 clusters Score -1.663262e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -16634248.000000 Penalty: 5893.034668
	Iteration 18Q: 3 clusters Score -1.663425e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 127767 members 
Entering Unmasked Estep 
Score: -16635501.000000 Penalty: 5893.034668
	Iteration 19Q: 3 clusters Score -1.66355e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 130165 members 
Entering Unmasked Estep 
Score: -16636652.000000 Penalty: 5893.034668
	Iteration 20F: 3 clusters Score -1.663665e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -16637732.000000 Penalty: 5893.034668
	Iteration 21Q: 3 clusters Score -1.663773e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -16638724.000000 Penalty: 5893.034668
	Iteration 22Q: 3 clusters Score -1.663872e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -16639533.000000 Penalty: 5893.034668
	Iteration 23Q: 3 clusters Score -1.663953e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
Score: -16640217.000000 Penalty: 5893.034668
	Iteration 24Q: 3 clusters Score -1.664022e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 138583 members 
Entering Unmasked Estep 
Score: -16640923.000000 Penalty: 5893.034668
	Iteration 25Q: 3 clusters Score -1.664092e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 139612 members 
Entering Unmasked Estep 
Score: -16641491.000000 Penalty: 5893.034668
	Iteration 26Q: 3 clusters Score -1.664149e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -16641913.000000 Penalty: 5893.034668
	Iteration 27Q: 3 clusters Score -1.664191e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -16642306.000000 Penalty: 5893.034668
	Iteration 28Q: 3 clusters Score -1.664231e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 141670 members 
Entering Unmasked Estep 
Score: -16642618.000000 Penalty: 5893.034668
	Iteration 29Q: 3 clusters Score -1.664262e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 142075 members 
Entering Unmasked Estep 
Score: -16642781.000000 Penalty: 5893.034668
	Iteration 30Q: 3 clusters Score -1.664278e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -16642916.000000 Penalty: 5893.034668
	Iteration 31Q: 3 clusters Score -1.664292e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 142596 members 
Entering Unmasked Estep 
Score: -16643031.000000 Penalty: 5893.034668
	Iteration 32Q: 3 clusters Score -1.664303e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -16643109.000000 Penalty: 5893.034668
	Iteration 33Q: 3 clusters Score -1.664311e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 142921 members 
Entering Unmasked Estep 
Score: -16643158.000000 Penalty: 5893.034668
	Iteration 34Q: 3 clusters Score -1.664316e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -16643210.000000 Penalty: 5893.034668
	Iteration 35Q: 3 clusters Score -1.664321e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -16643249.000000 Penalty: 5893.034668
	Iteration 36Q: 3 clusters Score -1.664325e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -16643289.000000 Penalty: 5893.034668
	Iteration 37Q: 3 clusters Score -1.664329e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -16643317.000000 Penalty: 5893.034668
	Iteration 38Q: 3 clusters Score -1.664332e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 143215 members 
Entering Unmasked Estep 
Score: -16643293.000000 Penalty: 5893.034668
	Iteration 39Q: 3 clusters Score -1.664329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 143252 members 
Entering Unmasked Estep 
Score: -16643325.000000 Penalty: 5893.034668
	Iteration 40F: 3 clusters Score -1.664332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 143273 members 
Entering Unmasked Estep 
Score: -16643320.000000 Penalty: 5893.034668
	Iteration 41Q: 3 clusters Score -1.664332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -16643341.000000 Penalty: 5893.034668
	Iteration 42Q: 3 clusters Score -1.664334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -16643353.000000 Penalty: 5893.034668
	Iteration 43Q: 3 clusters Score -1.664335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 143307 members 
Entering Unmasked Estep 
Score: -16643374.000000 Penalty: 5893.034668
	Iteration 44Q: 3 clusters Score -1.664337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 143316 members 
Entering Unmasked Estep 
Score: -16643379.000000 Penalty: 5893.034668
	Iteration 45Q: 3 clusters Score -1.664338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 143325 members 
Entering Unmasked Estep 
Score: -16643399.000000 Penalty: 5893.034668
	Iteration 46Q: 3 clusters Score -1.66434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 143330 members 
Entering Unmasked Estep 
Score: -16643391.000000 Penalty: 5893.034668
	Iteration 47Q: 3 clusters Score -1.664339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -16643392.000000 Penalty: 5893.034668
	Iteration 48Q: 3 clusters Score -1.664339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -16643388.000000 Penalty: 5893.034668
	Iteration 49Q: 3 clusters Score -1.664339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -16643398.000000 Penalty: 5893.034668
	Iteration 50Q: 3 clusters Score -1.66434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -16643407.000000 Penalty: 5893.034668
	Iteration 51Q: 3 clusters Score -1.664341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 143346 members 
Entering Unmasked Estep 
Score: -16643410.000000 Penalty: 5893.034668
	Iteration 52Q: 3 clusters Score -1.664341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 143352 members 
Entering Unmasked Estep 
Score: -16643392.000000 Penalty: 5893.034668
	Iteration 53Q: 3 clusters Score -1.664339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 143359 members 
Entering Unmasked Estep 
Score: -16643403.000000 Penalty: 5893.034668
	Iteration 54Q: 3 clusters Score -1.66434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 143365 members 
Entering Unmasked Estep 
Score: -16643413.000000 Penalty: 5893.034668
	Iteration 55Q: 3 clusters Score -1.664341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -16643405.000000 Penalty: 5893.034668
	Iteration 56Q: 3 clusters Score -1.66434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -16643416.000000 Penalty: 5893.034668
	Iteration 57Q: 3 clusters Score -1.664342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -16643413.000000 Penalty: 5893.034668
	Iteration 58Q: 3 clusters Score -1.664341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -16643410.000000 Penalty: 5893.034668
	Iteration 59Q: 3 clusters Score -1.664341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 143399 members 
Entering Unmasked Estep 
Score: -16643404.000000 Penalty: 5893.034668
	Iteration 60F: 3 clusters Score -1.66434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 143403 members 
Entering Unmasked Estep 
Score: -16643415.000000 Penalty: 5893.034668
	Iteration 61Q: 3 clusters Score -1.664342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 143405 members 
Entering Unmasked Estep 
Score: -16643420.000000 Penalty: 5893.034668
	Iteration 62Q: 3 clusters Score -1.664342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 143406 members 
Entering Unmasked Estep 
Score: -16643418.000000 Penalty: 5893.034668
	Iteration 63Q: 3 clusters Score -1.664342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 143407 members 
Entering Unmasked Estep 
Score: -16643418.000000 Penalty: 5893.034668
	Iteration 64Q: 3 clusters Score -1.664342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 143408 members 
Entering Unmasked Estep 
Score: -16643420.000000 Penalty: 5893.034668
	Iteration 65Q: 3 clusters Score -1.664342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 143410 members 
Entering Unmasked Estep 
Score: -16643418.000000 Penalty: 5893.034668
	Iteration 66Q: 3 clusters Score -1.664342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 143411 members 
Entering Unmasked Estep 
Score: -16643410.000000 Penalty: 5893.034668
	Iteration 67Q: 3 clusters Score -1.664341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 143412 members 
Entering Unmasked Estep 
Score: -16643416.000000 Penalty: 5893.034668
	Iteration 68Q: 3 clusters Score -1.664342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -16643425.000000 Penalty: 5893.034668
	Iteration 69Q: 3 clusters Score -1.664342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -16643421.000000 Penalty: 5893.034668
	Iteration 70Q: 3 clusters Score -1.664342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -16643425.000000 Penalty: 5893.034668
	Iteration 71Q: 3 clusters Score -1.664342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -16643414.000000 Penalty: 5893.034668
	Iteration 72Q: 3 clusters Score -1.664341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -16643414.000000 Penalty: 5893.034668
	Iteration 73F: 3 clusters Score -1.664341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (27659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Entering Unmasked Estep 
Score: -2844678.750000 Penalty: 2536.471191
	Iteration 0F: 2 clusters Score -2844679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2825795.750000 Penalty: 5072.942383
	Iteration 0F: 3 clusters Score -2825796 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2833268.000000 Penalty: 5072.942383
	Iteration 1F: 3 clusters Score -2833268 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2834793.000000 Penalty: 5072.942383
	Iteration 2F: 3 clusters Score -2834793 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2836300.250000 Penalty: 5072.942383
	Iteration 3F: 3 clusters Score -2836300 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2837523.000000 Penalty: 5072.942383
	Iteration 4F: 3 clusters Score -2837523 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2838499.500000 Penalty: 5072.942383
	Iteration 5F: 3 clusters Score -2838500 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2839285.750000 Penalty: 5072.942383
	Iteration 6F: 3 clusters Score -2839286 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2839969.500000 Penalty: 5072.942383
	Iteration 7Q: 3 clusters Score -2839970 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2840601.500000 Penalty: 5072.942383
	Iteration 8Q: 3 clusters Score -2840602 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2841174.500000 Penalty: 5072.942383
	Iteration 9Q: 3 clusters Score -2841174 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2841655.000000 Penalty: 5072.942383
	Iteration 10Q: 3 clusters Score -2841655 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2842113.750000 Penalty: 5072.942383
	Iteration 11Q: 3 clusters Score -2842114 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2842567.250000 Penalty: 5072.942383
	Iteration 12Q: 3 clusters Score -2842567 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2842949.750000 Penalty: 5072.942383
	Iteration 13Q: 3 clusters Score -2842950 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2843229.750000 Penalty: 5072.942383
	Iteration 14Q: 3 clusters Score -2843230 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2843442.750000 Penalty: 5072.942383
	Iteration 15Q: 3 clusters Score -2843443 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2843608.750000 Penalty: 5072.942383
	Iteration 16Q: 3 clusters Score -2843609 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2843721.250000 Penalty: 5072.942383
	Iteration 17Q: 3 clusters Score -2843721 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2843796.500000 Penalty: 5072.942383
	Iteration 18Q: 3 clusters Score -2843796 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2843859.000000 Penalty: 5072.942383
	Iteration 19Q: 3 clusters Score -2843859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2843902.250000 Penalty: 5072.942383
	Iteration 20F: 3 clusters Score -2843902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2843944.750000 Penalty: 5072.942383
	Iteration 21Q: 3 clusters Score -2843945 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2843982.750000 Penalty: 5072.942383
	Iteration 22Q: 3 clusters Score -2843983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2844015.750000 Penalty: 5072.942383
	Iteration 23Q: 3 clusters Score -2844016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -2844056.750000 Penalty: 5072.942383
	Iteration 24Q: 3 clusters Score -2844057 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2844069.750000 Penalty: 5072.942383
	Iteration 25Q: 3 clusters Score -2844070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2844088.500000 Penalty: 5072.942383
	Iteration 26Q: 3 clusters Score -2844088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2844105.250000 Penalty: 5072.942383
	Iteration 27Q: 3 clusters Score -2844105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2844113.250000 Penalty: 5072.942383
	Iteration 28Q: 3 clusters Score -2844113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2844118.500000 Penalty: 5072.942383
	Iteration 29Q: 3 clusters Score -2844118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2844133.500000 Penalty: 5072.942383
	Iteration 30Q: 3 clusters Score -2844134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2844152.750000 Penalty: 5072.942383
	Iteration 31Q: 3 clusters Score -2844153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2844169.500000 Penalty: 5072.942383
	Iteration 32Q: 3 clusters Score -2844170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -2844177.000000 Penalty: 5072.942383
	Iteration 33Q: 3 clusters Score -2844177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2844188.000000 Penalty: 5072.942383
	Iteration 34Q: 3 clusters Score -2844188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -2844204.750000 Penalty: 5072.942383
	Iteration 35Q: 3 clusters Score -2844205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2844215.750000 Penalty: 5072.942383
	Iteration 36Q: 3 clusters Score -2844216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2844228.500000 Penalty: 5072.942383
	Iteration 37Q: 3 clusters Score -2844228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -2844247.750000 Penalty: 5072.942383
	Iteration 38Q: 3 clusters Score -2844248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -2844248.250000 Penalty: 5072.942383
	Iteration 39Q: 3 clusters Score -2844248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -2844255.750000 Penalty: 5072.942383
	Iteration 40F: 3 clusters Score -2844256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -2844260.000000 Penalty: 5072.942383
	Iteration 41Q: 3 clusters Score -2844260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2844256.750000 Penalty: 5072.942383
	Iteration 42Q: 3 clusters Score -2844257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2844265.750000 Penalty: 5072.942383
	Iteration 43Q: 3 clusters Score -2844266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2844264.500000 Penalty: 5072.942383
	Iteration 44Q: 3 clusters Score -2844264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2844276.750000 Penalty: 5072.942383
	Iteration 45Q: 3 clusters Score -2844277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2844280.250000 Penalty: 5072.942383
	Iteration 46Q: 3 clusters Score -2844280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -2844281.000000 Penalty: 5072.942383
	Iteration 47Q: 3 clusters Score -2844281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2844282.500000 Penalty: 5072.942383
	Iteration 48Q: 3 clusters Score -2844282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -2844283.750000 Penalty: 5072.942383
	Iteration 49Q: 3 clusters Score -2844284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2844284.750000 Penalty: 5072.942383
	Iteration 50Q: 3 clusters Score -2844285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2844285.500000 Penalty: 5072.942383
	Iteration 51Q: 3 clusters Score -2844286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2844284.250000 Penalty: 5072.942383
	Iteration 52Q: 3 clusters Score -2844284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2844285.250000 Penalty: 5072.942383
	Iteration 53Q: 3 clusters Score -2844285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2844286.250000 Penalty: 5072.942383
	Iteration 54Q: 3 clusters Score -2844286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -2844290.750000 Penalty: 5072.942383
	Iteration 55Q: 3 clusters Score -2844291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2844286.750000 Penalty: 5072.942383
	Iteration 56Q: 3 clusters Score -2844287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2844289.000000 Penalty: 5072.942383
	Iteration 57Q: 3 clusters Score -2844289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2844289.000000 Penalty: 5072.942383
	Iteration 58F: 3 clusters Score -2844289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Entering Unmasked Estep 
Score: -1591917.625000 Penalty: 2385.973145
	Iteration 0F: 2 clusters Score -1591918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1581101.250000 Penalty: 4771.946289
	Iteration 0F: 3 clusters Score -1581101 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1585240.625000 Penalty: 4771.946289
	Iteration 1F: 3 clusters Score -1585241 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1587113.125000 Penalty: 4771.946289
	Iteration 2F: 3 clusters Score -1587113 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1589911.750000 Penalty: 4771.946289
	Iteration 3F: 3 clusters Score -1589912 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1592841.250000 Penalty: 4771.946289
	Iteration 4F: 3 clusters Score -1592841 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1595118.875000 Penalty: 4771.946289
	Iteration 5F: 3 clusters Score -1595119 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1596082.750000 Penalty: 4771.946289
	Iteration 6F: 3 clusters Score -1596083 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1596395.250000 Penalty: 4771.946289
	Iteration 7Q: 3 clusters Score -1596395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1596552.625000 Penalty: 4771.946289
	Iteration 8Q: 3 clusters Score -1596553 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1596680.000000 Penalty: 4771.946289
	Iteration 9Q: 3 clusters Score -1596680 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1596778.875000 Penalty: 4771.946289
	Iteration 10Q: 3 clusters Score -1596779 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1596851.750000 Penalty: 4771.946289
	Iteration 11Q: 3 clusters Score -1596852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1596906.000000 Penalty: 4771.946289
	Iteration 12Q: 3 clusters Score -1596906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1596948.375000 Penalty: 4771.946289
	Iteration 13Q: 3 clusters Score -1596948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1596972.375000 Penalty: 4771.946289
	Iteration 14Q: 3 clusters Score -1596972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1596996.375000 Penalty: 4771.946289
	Iteration 15Q: 3 clusters Score -1596996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1597008.250000 Penalty: 4771.946289
	Iteration 16Q: 3 clusters Score -1597008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1597023.250000 Penalty: 4771.946289
	Iteration 17Q: 3 clusters Score -1597023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1597035.000000 Penalty: 4771.946289
	Iteration 18Q: 3 clusters Score -1597035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1597040.625000 Penalty: 4771.946289
	Iteration 19Q: 3 clusters Score -1597041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1597040.375000 Penalty: 4771.946289
	Iteration 20F: 3 clusters Score -1597040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1597041.625000 Penalty: 4771.946289
	Iteration 21Q: 3 clusters Score -1597042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1597043.875000 Penalty: 4771.946289
	Iteration 22Q: 3 clusters Score -1597044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1597043.750000 Penalty: 4771.946289
	Iteration 23Q: 3 clusters Score -1597044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1597043.750000 Penalty: 4771.946289
	Iteration 24F: 3 clusters Score -1597044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 8672 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Entering Unmasked Estep 
Score: -212172864.000000 Penalty: 283854.062500
Splitting cluster 36 changes total score from -212138608.000000 to -212172864.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 37 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -924699.687500 Penalty: 2248.828125
	Iteration 0F: 2 clusters Score -924699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -917911.437500 Penalty: 4497.656250
	Iteration 0F: 3 clusters Score -917911.4 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -920567.125000 Penalty: 4497.656250
	Iteration 1F: 3 clusters Score -920567.1 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -922161.000000 Penalty: 4497.656250
	Iteration 2F: 3 clusters Score -922161 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -924077.250000 Penalty: 4497.656250
	Iteration 3F: 3 clusters Score -924077.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -925276.812500 Penalty: 4497.656250
	Iteration 4F: 3 clusters Score -925276.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -925816.375000 Penalty: 4497.656250
	Iteration 5F: 3 clusters Score -925816.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -926028.437500 Penalty: 4497.656250
	Iteration 6Q: 3 clusters Score -926028.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -926116.062500 Penalty: 4497.656250
	Iteration 7Q: 3 clusters Score -926116.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -926150.562500 Penalty: 4497.656250
	Iteration 8Q: 3 clusters Score -926150.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -926165.687500 Penalty: 4497.656250
	Iteration 9Q: 3 clusters Score -926165.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -926180.875000 Penalty: 4497.656250
	Iteration 10Q: 3 clusters Score -926180.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -926191.687500 Penalty: 4497.656250
	Iteration 11Q: 3 clusters Score -926191.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -926198.500000 Penalty: 4497.656250
	Iteration 12Q: 3 clusters Score -926198.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -926204.250000 Penalty: 4497.656250
	Iteration 13Q: 3 clusters Score -926204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -926206.187500 Penalty: 4497.656250
	Iteration 14Q: 3 clusters Score -926206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -926210.187500 Penalty: 4497.656250
	Iteration 15Q: 3 clusters Score -926210.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -926217.062500 Penalty: 4497.656250
	Iteration 16Q: 3 clusters Score -926217.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -926221.687500 Penalty: 4497.656250
	Iteration 17Q: 3 clusters Score -926221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -926230.437500 Penalty: 4497.656250
	Iteration 18Q: 3 clusters Score -926230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -926241.312500 Penalty: 4497.656250
	Iteration 19Q: 3 clusters Score -926241.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -926250.312500 Penalty: 4497.656250
	Iteration 20F: 3 clusters Score -926250.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -926257.312500 Penalty: 4497.656250
	Iteration 21Q: 3 clusters Score -926257.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -926262.937500 Penalty: 4497.656250
	Iteration 22Q: 3 clusters Score -926262.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -926269.000000 Penalty: 4497.656250
	Iteration 23Q: 3 clusters Score -926269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -926277.250000 Penalty: 4497.656250
	Iteration 24Q: 3 clusters Score -926277.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -926278.625000 Penalty: 4497.656250
	Iteration 25Q: 3 clusters Score -926278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -926281.250000 Penalty: 4497.656250
	Iteration 26Q: 3 clusters Score -926281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -926281.687500 Penalty: 4497.656250
	Iteration 27Q: 3 clusters Score -926281.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -926284.625000 Penalty: 4497.656250
	Iteration 28Q: 3 clusters Score -926284.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -926289.187500 Penalty: 4497.656250
	Iteration 29Q: 3 clusters Score -926289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -926288.000000 Penalty: 4497.656250
	Iteration 30Q: 3 clusters Score -926288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -926292.375000 Penalty: 4497.656250
	Iteration 31Q: 3 clusters Score -926292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -926292.812500 Penalty: 4497.656250
	Iteration 32Q: 3 clusters Score -926292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -926294.375000 Penalty: 4497.656250
	Iteration 33Q: 3 clusters Score -926294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -926294.312500 Penalty: 4497.656250
	Iteration 34Q: 3 clusters Score -926294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -926295.750000 Penalty: 4497.656250
	Iteration 35Q: 3 clusters Score -926295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -926296.062500 Penalty: 4497.656250
	Iteration 36Q: 3 clusters Score -926296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -926296.062500 Penalty: 4497.656250
	Iteration 37F: 3 clusters Score -926296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Entering Unmasked Estep 
Score: -212173424.000000 Penalty: 287447.156250
Splitting cluster 37 changes total score from -212138608.000000 to -212173424.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 38 (28115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Entering Unmasked Estep 
Score: -3243923.750000 Penalty: 2540.526611
	Iteration 0F: 2 clusters Score -3243924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3224650.250000 Penalty: 5081.053223
	Iteration 0F: 3 clusters Score -3224650 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3231673.750000 Penalty: 5081.053223
	Iteration 1F: 3 clusters Score -3231674 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3232397.000000 Penalty: 5081.053223
	Iteration 2F: 3 clusters Score -3232397 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3233246.250000 Penalty: 5081.053223
	Iteration 3F: 3 clusters Score -3233246 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3234291.750000 Penalty: 5081.053223
	Iteration 4F: 3 clusters Score -3234292 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3235574.750000 Penalty: 5081.053223
	Iteration 5F: 3 clusters Score -3235575 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3236860.500000 Penalty: 5081.053223
	Iteration 6F: 3 clusters Score -3236860 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3238158.750000 Penalty: 5081.053223
	Iteration 7F: 3 clusters Score -3238159 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3239192.250000 Penalty: 5081.053223
	Iteration 8F: 3 clusters Score -3239192 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3239891.000000 Penalty: 5081.053223
	Iteration 9Q: 3 clusters Score -3239891 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3240286.000000 Penalty: 5081.053223
	Iteration 10Q: 3 clusters Score -3240286 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3240530.750000 Penalty: 5081.053223
	Iteration 11Q: 3 clusters Score -3240531 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3240675.250000 Penalty: 5081.053223
	Iteration 12Q: 3 clusters Score -3240675 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3240817.500000 Penalty: 5081.053223
	Iteration 13Q: 3 clusters Score -3240818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3240955.750000 Penalty: 5081.053223
	Iteration 14Q: 3 clusters Score -3240956 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3241061.250000 Penalty: 5081.053223
	Iteration 15Q: 3 clusters Score -3241061 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3241166.000000 Penalty: 5081.053223
	Iteration 16Q: 3 clusters Score -3241166 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3241249.000000 Penalty: 5081.053223
	Iteration 17Q: 3 clusters Score -3241249 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3241324.500000 Penalty: 5081.053223
	Iteration 18Q: 3 clusters Score -3241324 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3241374.250000 Penalty: 5081.053223
	Iteration 19Q: 3 clusters Score -3241374 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3241431.750000 Penalty: 5081.053223
	Iteration 20F: 3 clusters Score -3241432 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3241466.000000 Penalty: 5081.053223
	Iteration 21Q: 3 clusters Score -3241466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3241486.500000 Penalty: 5081.053223
	Iteration 22Q: 3 clusters Score -3241486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3241507.500000 Penalty: 5081.053223
	Iteration 23Q: 3 clusters Score -3241508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3241515.750000 Penalty: 5081.053223
	Iteration 24Q: 3 clusters Score -3241516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3241520.750000 Penalty: 5081.053223
	Iteration 25Q: 3 clusters Score -3241521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3241521.250000 Penalty: 5081.053223
	Iteration 26Q: 3 clusters Score -3241521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3241526.250000 Penalty: 5081.053223
	Iteration 27Q: 3 clusters Score -3241526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3241530.250000 Penalty: 5081.053223
	Iteration 28Q: 3 clusters Score -3241530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3241536.750000 Penalty: 5081.053223
	Iteration 29Q: 3 clusters Score -3241537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3241533.250000 Penalty: 5081.053223
	Iteration 30Q: 3 clusters Score -3241533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3241542.750000 Penalty: 5081.053223
	Iteration 31Q: 3 clusters Score -3241543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3241544.250000 Penalty: 5081.053223
	Iteration 32Q: 3 clusters Score -3241544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3241546.500000 Penalty: 5081.053223
	Iteration 33Q: 3 clusters Score -3241546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3241551.000000 Penalty: 5081.053223
	Iteration 34Q: 3 clusters Score -3241551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3241550.000000 Penalty: 5081.053223
	Iteration 35Q: 3 clusters Score -3241550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3241559.000000 Penalty: 5081.053223
	Iteration 36Q: 3 clusters Score -3241559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3241564.000000 Penalty: 5081.053223
	Iteration 37Q: 3 clusters Score -3241564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3241561.500000 Penalty: 5081.053223
	Iteration 38Q: 3 clusters Score -3241562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3241562.250000 Penalty: 5081.053223
	Iteration 39Q: 3 clusters Score -3241562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3241561.500000 Penalty: 5081.053223
	Iteration 40F: 3 clusters Score -3241562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3241561.750000 Penalty: 5081.053223
	Iteration 41Q: 3 clusters Score -3241562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3241557.250000 Penalty: 5081.053223
	Iteration 42Q: 3 clusters Score -3241557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3241551.500000 Penalty: 5081.053223
	Iteration 43Q: 3 clusters Score -3241552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3241553.250000 Penalty: 5081.053223
	Iteration 44Q: 3 clusters Score -3241553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3241552.000000 Penalty: 5081.053223
	Iteration 45Q: 3 clusters Score -3241552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3241554.000000 Penalty: 5081.053223
	Iteration 46Q: 3 clusters Score -3241554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3241560.750000 Penalty: 5081.053223
	Iteration 47Q: 3 clusters Score -3241561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3241562.500000 Penalty: 5081.053223
	Iteration 48Q: 3 clusters Score -3241562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3241561.000000 Penalty: 5081.053223
	Iteration 49Q: 3 clusters Score -3241561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3241558.750000 Penalty: 5081.053223
	Iteration 50Q: 3 clusters Score -3241559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3241562.250000 Penalty: 5081.053223
	Iteration 51Q: 3 clusters Score -3241562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3241563.500000 Penalty: 5081.053223
	Iteration 52Q: 3 clusters Score -3241564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3241565.250000 Penalty: 5081.053223
	Iteration 53Q: 3 clusters Score -3241565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3241568.250000 Penalty: 5081.053223
	Iteration 54Q: 3 clusters Score -3241568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3241566.000000 Penalty: 5081.053223
	Iteration 55Q: 3 clusters Score -3241566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3241568.000000 Penalty: 5081.053223
	Iteration 56Q: 3 clusters Score -3241568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3241564.000000 Penalty: 5081.053223
	Iteration 57Q: 3 clusters Score -3241564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3241569.000000 Penalty: 5081.053223
	Iteration 58Q: 3 clusters Score -3241569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3241567.500000 Penalty: 5081.053223
	Iteration 59Q: 3 clusters Score -3241568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3241567.500000 Penalty: 5081.053223
	Iteration 60F: 3 clusters Score -3241568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3241560.750000 Penalty: 5081.053223
	Iteration 61Q: 3 clusters Score -3241561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3241564.500000 Penalty: 5081.053223
	Iteration 62Q: 3 clusters Score -3241564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3241567.500000 Penalty: 5081.053223
	Iteration 63Q: 3 clusters Score -3241568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3241565.500000 Penalty: 5081.053223
	Iteration 64Q: 3 clusters Score -3241566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3241570.000000 Penalty: 5081.053223
	Iteration 65Q: 3 clusters Score -3241570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3241565.250000 Penalty: 5081.053223
	Iteration 66Q: 3 clusters Score -3241565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3241566.250000 Penalty: 5081.053223
	Iteration 67Q: 3 clusters Score -3241566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3241562.250000 Penalty: 5081.053223
	Iteration 68Q: 3 clusters Score -3241562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3241562.250000 Penalty: 5081.053223
	Iteration 69F: 3 clusters Score -3241562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -829979.812500 Penalty: 2208.550049
	Iteration 0F: 2 clusters Score -829979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -823936.312500 Penalty: 4417.100098
	Iteration 0F: 3 clusters Score -823936.3 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -825603.437500 Penalty: 4417.100098
	Iteration 1F: 3 clusters Score -825603.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -825906.250000 Penalty: 4417.100098
	Iteration 2F: 3 clusters Score -825906.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -826117.000000 Penalty: 4417.100098
	Iteration 3F: 3 clusters Score -826117 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -826270.687500 Penalty: 4417.100098
	Iteration 4Q: 3 clusters Score -826270.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -826419.000000 Penalty: 4417.100098
	Iteration 5Q: 3 clusters Score -826419 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -826607.937500 Penalty: 4417.100098
	Iteration 6Q: 3 clusters Score -826607.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -826841.312500 Penalty: 4417.100098
	Iteration 7Q: 3 clusters Score -826841.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -827078.125000 Penalty: 4417.100098
	Iteration 8Q: 3 clusters Score -827078.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -827259.125000 Penalty: 4417.100098
	Iteration 9Q: 3 clusters Score -827259.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -827410.000000 Penalty: 4417.100098
	Iteration 10Q: 3 clusters Score -827410 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -827530.187500 Penalty: 4417.100098
	Iteration 11Q: 3 clusters Score -827530.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -827625.875000 Penalty: 4417.100098
	Iteration 12Q: 3 clusters Score -827625.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -827695.750000 Penalty: 4417.100098
	Iteration 13Q: 3 clusters Score -827695.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -827739.625000 Penalty: 4417.100098
	Iteration 14Q: 3 clusters Score -827739.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -827768.500000 Penalty: 4417.100098
	Iteration 15Q: 3 clusters Score -827768.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -827793.750000 Penalty: 4417.100098
	Iteration 16Q: 3 clusters Score -827793.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -827810.750000 Penalty: 4417.100098
	Iteration 17Q: 3 clusters Score -827810.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -827822.437500 Penalty: 4417.100098
	Iteration 18Q: 3 clusters Score -827822.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -827833.875000 Penalty: 4417.100098
	Iteration 19Q: 3 clusters Score -827833.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -827844.312500 Penalty: 4417.100098
	Iteration 20F: 3 clusters Score -827844.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -827851.375000 Penalty: 4417.100098
	Iteration 21Q: 3 clusters Score -827851.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -827859.625000 Penalty: 4417.100098
	Iteration 22Q: 3 clusters Score -827859.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -827863.250000 Penalty: 4417.100098
	Iteration 23Q: 3 clusters Score -827863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -827866.812500 Penalty: 4417.100098
	Iteration 24Q: 3 clusters Score -827866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -827871.687500 Penalty: 4417.100098
	Iteration 25Q: 3 clusters Score -827871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -827874.250000 Penalty: 4417.100098
	Iteration 26Q: 3 clusters Score -827874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -827875.875000 Penalty: 4417.100098
	Iteration 27Q: 3 clusters Score -827875.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -827879.062500 Penalty: 4417.100098
	Iteration 28Q: 3 clusters Score -827879.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -827882.125000 Penalty: 4417.100098
	Iteration 29Q: 3 clusters Score -827882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -827883.750000 Penalty: 4417.100098
	Iteration 30Q: 3 clusters Score -827883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -827889.437500 Penalty: 4417.100098
	Iteration 31Q: 3 clusters Score -827889.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -827891.937500 Penalty: 4417.100098
	Iteration 32Q: 3 clusters Score -827891.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -827898.125000 Penalty: 4417.100098
	Iteration 33Q: 3 clusters Score -827898.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -827900.375000 Penalty: 4417.100098
	Iteration 34Q: 3 clusters Score -827900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -827902.687500 Penalty: 4417.100098
	Iteration 35Q: 3 clusters Score -827902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -827903.062500 Penalty: 4417.100098
	Iteration 36Q: 3 clusters Score -827903.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -827906.625000 Penalty: 4417.100098
	Iteration 37Q: 3 clusters Score -827906.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -827910.812500 Penalty: 4417.100098
	Iteration 38Q: 3 clusters Score -827910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -827913.500000 Penalty: 4417.100098
	Iteration 39Q: 3 clusters Score -827913.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -827916.812500 Penalty: 4417.100098
	Iteration 40F: 3 clusters Score -827916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -827920.625000 Penalty: 4417.100098
	Iteration 41Q: 3 clusters Score -827920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -827920.625000 Penalty: 4417.100098
	Iteration 42Q: 3 clusters Score -827920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -827924.687500 Penalty: 4417.100098
	Iteration 43Q: 3 clusters Score -827924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -827923.812500 Penalty: 4417.100098
	Iteration 44Q: 3 clusters Score -827923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -827925.625000 Penalty: 4417.100098
	Iteration 45Q: 3 clusters Score -827925.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -827928.625000 Penalty: 4417.100098
	Iteration 46Q: 3 clusters Score -827928.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -827929.625000 Penalty: 4417.100098
	Iteration 47Q: 3 clusters Score -827929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -827930.625000 Penalty: 4417.100098
	Iteration 48Q: 3 clusters Score -827930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -827932.312500 Penalty: 4417.100098
	Iteration 49Q: 3 clusters Score -827932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -827935.312500 Penalty: 4417.100098
	Iteration 50Q: 3 clusters Score -827935.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -827936.437500 Penalty: 4417.100098
	Iteration 51Q: 3 clusters Score -827936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -827937.750000 Penalty: 4417.100098
	Iteration 52Q: 3 clusters Score -827937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -827938.812500 Penalty: 4417.100098
	Iteration 53Q: 3 clusters Score -827938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -827936.937500 Penalty: 4417.100098
	Iteration 54Q: 3 clusters Score -827936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -827939.312500 Penalty: 4417.100098
	Iteration 55Q: 3 clusters Score -827939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -827941.937500 Penalty: 4417.100098
	Iteration 56Q: 3 clusters Score -827941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -827945.125000 Penalty: 4417.100098
	Iteration 57Q: 3 clusters Score -827945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -827943.812500 Penalty: 4417.100098
	Iteration 58Q: 3 clusters Score -827943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -827944.562500 Penalty: 4417.100098
	Iteration 59Q: 3 clusters Score -827944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -827945.437500 Penalty: 4417.100098
	Iteration 60F: 3 clusters Score -827945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -827947.687500 Penalty: 4417.100098
	Iteration 61Q: 3 clusters Score -827947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -827948.000000 Penalty: 4417.100098
	Iteration 62Q: 3 clusters Score -827948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -827950.937500 Penalty: 4417.100098
	Iteration 63Q: 3 clusters Score -827950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -827951.125000 Penalty: 4417.100098
	Iteration 64Q: 3 clusters Score -827951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -827951.500000 Penalty: 4417.100098
	Iteration 65Q: 3 clusters Score -827951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -827952.750000 Penalty: 4417.100098
	Iteration 66Q: 3 clusters Score -827952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -827952.750000 Penalty: 4417.100098
	Iteration 67F: 3 clusters Score -827952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -116018.125000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -116018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114309.742188 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -114309.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115285.601562 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -115285.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -116171.843750 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -116171.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -117163.726562 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -117163.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -117637.906250 Penalty: 3497.290771
	Iteration 4F: 3 clusters Score -117637.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -117753.226562 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -117753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -117778.492188 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -117778.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -117784.421875 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -117784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -117787.437500 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -117787.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -117795.296875 Penalty: 3497.290771
	Iteration 9F: 3 clusters Score -117795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -117827.476562 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -117827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -117832.945312 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -117832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -117835.398438 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -117835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -117835.398438 Penalty: 3497.290771
	Iteration 13F: 3 clusters Score -117835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Entering Unmasked Estep 
Score: -212173664.000000 Penalty: 291040.250000
Splitting cluster 40 changes total score from -212138608.000000 to -212173664.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 41 (22223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Entering Unmasked Estep 
Score: -2548850.750000 Penalty: 2482.203125
	Iteration 0F: 2 clusters Score -2548851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2533272.500000 Penalty: 4964.406250
	Iteration 0F: 3 clusters Score -2533272 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2538622.250000 Penalty: 4964.406250
	Iteration 1F: 3 clusters Score -2538622 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2539057.000000 Penalty: 4964.406250
	Iteration 2F: 3 clusters Score -2539057 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2539641.250000 Penalty: 4964.406250
	Iteration 3F: 3 clusters Score -2539641 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2540549.500000 Penalty: 4964.406250
	Iteration 4F: 3 clusters Score -2540550 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2541784.750000 Penalty: 4964.406250
	Iteration 5F: 3 clusters Score -2541785 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2543346.250000 Penalty: 4964.406250
	Iteration 6F: 3 clusters Score -2543346 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2544880.500000 Penalty: 4964.406250
	Iteration 7F: 3 clusters Score -2544880 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2546110.250000 Penalty: 4964.406250
	Iteration 8F: 3 clusters Score -2546110 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2547036.000000 Penalty: 4964.406250
	Iteration 9Q: 3 clusters Score -2547036 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2547755.500000 Penalty: 4964.406250
	Iteration 10Q: 3 clusters Score -2547756 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2548291.750000 Penalty: 4964.406250
	Iteration 11Q: 3 clusters Score -2548292 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2548572.250000 Penalty: 4964.406250
	Iteration 12Q: 3 clusters Score -2548572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2548676.250000 Penalty: 4964.406250
	Iteration 13Q: 3 clusters Score -2548676 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2548736.000000 Penalty: 4964.406250
	Iteration 14Q: 3 clusters Score -2548736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2548764.250000 Penalty: 4964.406250
	Iteration 15Q: 3 clusters Score -2548764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2548779.250000 Penalty: 4964.406250
	Iteration 16Q: 3 clusters Score -2548779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2548791.250000 Penalty: 4964.406250
	Iteration 17Q: 3 clusters Score -2548791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2548794.750000 Penalty: 4964.406250
	Iteration 18Q: 3 clusters Score -2548795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2548804.750000 Penalty: 4964.406250
	Iteration 19Q: 3 clusters Score -2548805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2548809.500000 Penalty: 4964.406250
	Iteration 20F: 3 clusters Score -2548810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2548808.250000 Penalty: 4964.406250
	Iteration 21Q: 3 clusters Score -2548808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2548813.750000 Penalty: 4964.406250
	Iteration 22Q: 3 clusters Score -2548814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2548813.000000 Penalty: 4964.406250
	Iteration 23Q: 3 clusters Score -2548813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2548811.500000 Penalty: 4964.406250
	Iteration 24Q: 3 clusters Score -2548812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2548808.250000 Penalty: 4964.406250
	Iteration 25Q: 3 clusters Score -2548808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2548810.500000 Penalty: 4964.406250
	Iteration 26Q: 3 clusters Score -2548810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2548812.750000 Penalty: 4964.406250
	Iteration 27Q: 3 clusters Score -2548813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2548817.500000 Penalty: 4964.406250
	Iteration 28Q: 3 clusters Score -2548818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2548819.250000 Penalty: 4964.406250
	Iteration 29Q: 3 clusters Score -2548819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2548814.750000 Penalty: 4964.406250
	Iteration 30Q: 3 clusters Score -2548815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2548814.750000 Penalty: 4964.406250
	Iteration 31Q: 3 clusters Score -2548815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2548814.750000 Penalty: 4964.406250
	Iteration 32F: 3 clusters Score -2548815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Entering Unmasked Estep 
Score: -987296.750000 Penalty: 2298.381104
	Iteration 0F: 2 clusters Score -987296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -979426.875000 Penalty: 4596.762207
	Iteration 0F: 3 clusters Score -979426.9 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -983343.687500 Penalty: 4596.762207
	Iteration 1F: 3 clusters Score -983343.7 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -985283.687500 Penalty: 4596.762207
	Iteration 2F: 3 clusters Score -985283.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -986700.562500 Penalty: 4596.762207
	Iteration 3F: 3 clusters Score -986700.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -987260.250000 Penalty: 4596.762207
	Iteration 4F: 3 clusters Score -987260.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -987451.000000 Penalty: 4596.762207
	Iteration 5Q: 3 clusters Score -987451 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -987540.562500 Penalty: 4596.762207
	Iteration 6Q: 3 clusters Score -987540.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -987593.312500 Penalty: 4596.762207
	Iteration 7Q: 3 clusters Score -987593.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -987624.812500 Penalty: 4596.762207
	Iteration 8Q: 3 clusters Score -987624.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -987647.312500 Penalty: 4596.762207
	Iteration 9Q: 3 clusters Score -987647.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -987665.375000 Penalty: 4596.762207
	Iteration 10Q: 3 clusters Score -987665.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -987676.250000 Penalty: 4596.762207
	Iteration 11Q: 3 clusters Score -987676.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -987681.812500 Penalty: 4596.762207
	Iteration 12Q: 3 clusters Score -987681.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -987685.687500 Penalty: 4596.762207
	Iteration 13Q: 3 clusters Score -987685.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -987696.562500 Penalty: 4596.762207
	Iteration 14Q: 3 clusters Score -987696.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -987707.375000 Penalty: 4596.762207
	Iteration 15Q: 3 clusters Score -987707.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -987719.812500 Penalty: 4596.762207
	Iteration 16Q: 3 clusters Score -987719.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -987732.250000 Penalty: 4596.762207
	Iteration 17Q: 3 clusters Score -987732.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -987746.125000 Penalty: 4596.762207
	Iteration 18Q: 3 clusters Score -987746.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -987759.562500 Penalty: 4596.762207
	Iteration 19Q: 3 clusters Score -987759.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -987769.250000 Penalty: 4596.762207
	Iteration 20F: 3 clusters Score -987769.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -987776.937500 Penalty: 4596.762207
	Iteration 21Q: 3 clusters Score -987776.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -987783.187500 Penalty: 4596.762207
	Iteration 22Q: 3 clusters Score -987783.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -987787.875000 Penalty: 4596.762207
	Iteration 23Q: 3 clusters Score -987787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -987789.062500 Penalty: 4596.762207
	Iteration 24Q: 3 clusters Score -987789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -987792.625000 Penalty: 4596.762207
	Iteration 25Q: 3 clusters Score -987792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -987791.562500 Penalty: 4596.762207
	Iteration 26Q: 3 clusters Score -987791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -987795.687500 Penalty: 4596.762207
	Iteration 27Q: 3 clusters Score -987795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -987796.250000 Penalty: 4596.762207
	Iteration 28Q: 3 clusters Score -987796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -987799.937500 Penalty: 4596.762207
	Iteration 29Q: 3 clusters Score -987799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -987798.875000 Penalty: 4596.762207
	Iteration 30Q: 3 clusters Score -987798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -987801.125000 Penalty: 4596.762207
	Iteration 31Q: 3 clusters Score -987801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -987801.312500 Penalty: 4596.762207
	Iteration 32Q: 3 clusters Score -987801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -987800.437500 Penalty: 4596.762207
	Iteration 33Q: 3 clusters Score -987800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -987803.125000 Penalty: 4596.762207
	Iteration 34Q: 3 clusters Score -987803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -987800.562500 Penalty: 4596.762207
	Iteration 35Q: 3 clusters Score -987800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -987801.125000 Penalty: 4596.762207
	Iteration 36Q: 3 clusters Score -987801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -987800.687500 Penalty: 4596.762207
	Iteration 37Q: 3 clusters Score -987800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -987800.687500 Penalty: 4596.762207
	Iteration 38F: 3 clusters Score -987800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 12115 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Entering Unmasked Estep 
Score: -212173360.000000 Penalty: 294633.343750
Splitting cluster 42 changes total score from -212138608.000000 to -212173360.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 43 (12115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Entering Unmasked Estep 
Score: -1185561.750000 Penalty: 2331.745605
	Iteration 0F: 2 clusters Score -1185562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1176709.000000 Penalty: 4663.491211
	Iteration 0F: 3 clusters Score -1176709 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1181014.500000 Penalty: 4663.491211
	Iteration 1F: 3 clusters Score -1181014 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1182918.250000 Penalty: 4663.491211
	Iteration 2F: 3 clusters Score -1182918 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1184427.500000 Penalty: 4663.491211
	Iteration 3F: 3 clusters Score -1184428 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1185471.750000 Penalty: 4663.491211
	Iteration 4F: 3 clusters Score -1185472 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1186064.875000 Penalty: 4663.491211
	Iteration 5F: 3 clusters Score -1186065 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1186427.625000 Penalty: 4663.491211
	Iteration 6Q: 3 clusters Score -1186428 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1186717.125000 Penalty: 4663.491211
	Iteration 7Q: 3 clusters Score -1186717 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1186960.875000 Penalty: 4663.491211
	Iteration 8Q: 3 clusters Score -1186961 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1187163.125000 Penalty: 4663.491211
	Iteration 9Q: 3 clusters Score -1187163 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1187327.375000 Penalty: 4663.491211
	Iteration 10Q: 3 clusters Score -1187327 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1187459.500000 Penalty: 4663.491211
	Iteration 11Q: 3 clusters Score -1187460 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1187564.625000 Penalty: 4663.491211
	Iteration 12Q: 3 clusters Score -1187565 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1187642.000000 Penalty: 4663.491211
	Iteration 13Q: 3 clusters Score -1187642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1187700.375000 Penalty: 4663.491211
	Iteration 14Q: 3 clusters Score -1187700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1187737.875000 Penalty: 4663.491211
	Iteration 15Q: 3 clusters Score -1187738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1187773.750000 Penalty: 4663.491211
	Iteration 16Q: 3 clusters Score -1187774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1187797.125000 Penalty: 4663.491211
	Iteration 17Q: 3 clusters Score -1187797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1187814.375000 Penalty: 4663.491211
	Iteration 18Q: 3 clusters Score -1187814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1187838.625000 Penalty: 4663.491211
	Iteration 19Q: 3 clusters Score -1187839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1187861.250000 Penalty: 4663.491211
	Iteration 20F: 3 clusters Score -1187861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1187890.000000 Penalty: 4663.491211
	Iteration 21Q: 3 clusters Score -1187890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1187912.000000 Penalty: 4663.491211
	Iteration 22Q: 3 clusters Score -1187912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1187926.875000 Penalty: 4663.491211
	Iteration 23Q: 3 clusters Score -1187927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1187936.875000 Penalty: 4663.491211
	Iteration 24Q: 3 clusters Score -1187937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1187951.875000 Penalty: 4663.491211
	Iteration 25Q: 3 clusters Score -1187952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1187961.750000 Penalty: 4663.491211
	Iteration 26Q: 3 clusters Score -1187962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1187964.750000 Penalty: 4663.491211
	Iteration 27Q: 3 clusters Score -1187965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1187969.750000 Penalty: 4663.491211
	Iteration 28Q: 3 clusters Score -1187970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1187978.000000 Penalty: 4663.491211
	Iteration 29Q: 3 clusters Score -1187978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1187982.125000 Penalty: 4663.491211
	Iteration 30Q: 3 clusters Score -1187982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1187980.500000 Penalty: 4663.491211
	Iteration 31Q: 3 clusters Score -1187980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1187984.125000 Penalty: 4663.491211
	Iteration 32Q: 3 clusters Score -1187984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1187989.375000 Penalty: 4663.491211
	Iteration 33Q: 3 clusters Score -1187989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1187993.875000 Penalty: 4663.491211
	Iteration 34Q: 3 clusters Score -1187994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1188002.125000 Penalty: 4663.491211
	Iteration 35Q: 3 clusters Score -1188002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1188004.750000 Penalty: 4663.491211
	Iteration 36Q: 3 clusters Score -1188005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1188007.875000 Penalty: 4663.491211
	Iteration 37Q: 3 clusters Score -1188008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1188013.375000 Penalty: 4663.491211
	Iteration 38Q: 3 clusters Score -1188013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1188018.000000 Penalty: 4663.491211
	Iteration 39Q: 3 clusters Score -1188018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1188017.500000 Penalty: 4663.491211
	Iteration 40F: 3 clusters Score -1188018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1188019.125000 Penalty: 4663.491211
	Iteration 41Q: 3 clusters Score -1188019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1188021.500000 Penalty: 4663.491211
	Iteration 42Q: 3 clusters Score -1188022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1188023.125000 Penalty: 4663.491211
	Iteration 43Q: 3 clusters Score -1188023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1188023.125000 Penalty: 4663.491211
	Iteration 44Q: 3 clusters Score -1188023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1188022.125000 Penalty: 4663.491211
	Iteration 45Q: 3 clusters Score -1188022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1188024.625000 Penalty: 4663.491211
	Iteration 46Q: 3 clusters Score -1188025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1188025.750000 Penalty: 4663.491211
	Iteration 47Q: 3 clusters Score -1188026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1188026.625000 Penalty: 4663.491211
	Iteration 48Q: 3 clusters Score -1188027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1188026.875000 Penalty: 4663.491211
	Iteration 49Q: 3 clusters Score -1188027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1188028.750000 Penalty: 4663.491211
	Iteration 50Q: 3 clusters Score -1188029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1188029.750000 Penalty: 4663.491211
	Iteration 51Q: 3 clusters Score -1188030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1188030.625000 Penalty: 4663.491211
	Iteration 52Q: 3 clusters Score -1188031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1188030.875000 Penalty: 4663.491211
	Iteration 53Q: 3 clusters Score -1188031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1188029.750000 Penalty: 4663.491211
	Iteration 54Q: 3 clusters Score -1188030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1188031.125000 Penalty: 4663.491211
	Iteration 55Q: 3 clusters Score -1188031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1188031.125000 Penalty: 4663.491211
	Iteration 56F: 3 clusters Score -1188031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 10394 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Entering Unmasked Estep 
Score: -212174480.000000 Penalty: 298226.437500
Splitting cluster 43 changes total score from -212138608.000000 to -212174480.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 44 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -1034112.937500 Penalty: 2293.748047
	Iteration 0F: 2 clusters Score -1034113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1026233.562500 Penalty: 4587.496094
	Iteration 0F: 3 clusters Score -1026234 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1028939.375000 Penalty: 4587.496094
	Iteration 1F: 3 clusters Score -1028939 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1029862.875000 Penalty: 4587.496094
	Iteration 2F: 3 clusters Score -1029863 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1030718.437500 Penalty: 4587.496094
	Iteration 3F: 3 clusters Score -1030718 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1031406.687500 Penalty: 4587.496094
	Iteration 4F: 3 clusters Score -1031407 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1032032.937500 Penalty: 4587.496094
	Iteration 5F: 3 clusters Score -1032033 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1032594.687500 Penalty: 4587.496094
	Iteration 6F: 3 clusters Score -1032595 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1033032.375000 Penalty: 4587.496094
	Iteration 7F: 3 clusters Score -1033032 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1033336.125000 Penalty: 4587.496094
	Iteration 8Q: 3 clusters Score -1033336 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1033606.687500 Penalty: 4587.496094
	Iteration 9Q: 3 clusters Score -1033607 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1033821.062500 Penalty: 4587.496094
	Iteration 10Q: 3 clusters Score -1033821 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1033969.375000 Penalty: 4587.496094
	Iteration 11Q: 3 clusters Score -1033969 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1034069.125000 Penalty: 4587.496094
	Iteration 12Q: 3 clusters Score -1034069 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1034156.375000 Penalty: 4587.496094
	Iteration 13Q: 3 clusters Score -1034156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1034246.125000 Penalty: 4587.496094
	Iteration 14Q: 3 clusters Score -1034246 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1034345.937500 Penalty: 4587.496094
	Iteration 15Q: 3 clusters Score -1034346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1034416.125000 Penalty: 4587.496094
	Iteration 16Q: 3 clusters Score -1034416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1034492.812500 Penalty: 4587.496094
	Iteration 17Q: 3 clusters Score -1034493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1034545.375000 Penalty: 4587.496094
	Iteration 18Q: 3 clusters Score -1034545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1034576.750000 Penalty: 4587.496094
	Iteration 19Q: 3 clusters Score -1034577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1034602.062500 Penalty: 4587.496094
	Iteration 20F: 3 clusters Score -1034602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1034618.562500 Penalty: 4587.496094
	Iteration 21Q: 3 clusters Score -1034619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1034630.687500 Penalty: 4587.496094
	Iteration 22Q: 3 clusters Score -1034631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1034639.875000 Penalty: 4587.496094
	Iteration 23Q: 3 clusters Score -1034640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1034652.062500 Penalty: 4587.496094
	Iteration 24Q: 3 clusters Score -1034652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1034664.687500 Penalty: 4587.496094
	Iteration 25Q: 3 clusters Score -1034665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1034678.187500 Penalty: 4587.496094
	Iteration 26Q: 3 clusters Score -1034678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1034693.750000 Penalty: 4587.496094
	Iteration 27Q: 3 clusters Score -1034694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1034701.562500 Penalty: 4587.496094
	Iteration 28Q: 3 clusters Score -1034702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1034702.062500 Penalty: 4587.496094
	Iteration 29Q: 3 clusters Score -1034702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1034707.437500 Penalty: 4587.496094
	Iteration 30Q: 3 clusters Score -1034707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1034708.625000 Penalty: 4587.496094
	Iteration 31Q: 3 clusters Score -1034709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1034709.687500 Penalty: 4587.496094
	Iteration 32Q: 3 clusters Score -1034710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1034714.625000 Penalty: 4587.496094
	Iteration 33Q: 3 clusters Score -1034715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1034713.437500 Penalty: 4587.496094
	Iteration 34Q: 3 clusters Score -1034713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1034714.625000 Penalty: 4587.496094
	Iteration 35Q: 3 clusters Score -1034715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1034718.625000 Penalty: 4587.496094
	Iteration 36Q: 3 clusters Score -1034719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1034723.125000 Penalty: 4587.496094
	Iteration 37Q: 3 clusters Score -1034723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1034720.750000 Penalty: 4587.496094
	Iteration 38Q: 3 clusters Score -1034721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1034724.812500 Penalty: 4587.496094
	Iteration 39Q: 3 clusters Score -1034725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1034728.000000 Penalty: 4587.496094
	Iteration 40F: 3 clusters Score -1034728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1034727.187500 Penalty: 4587.496094
	Iteration 41Q: 3 clusters Score -1034727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1034732.000000 Penalty: 4587.496094
	Iteration 42Q: 3 clusters Score -1034732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1034736.062500 Penalty: 4587.496094
	Iteration 43Q: 3 clusters Score -1034736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1034735.812500 Penalty: 4587.496094
	Iteration 44Q: 3 clusters Score -1034736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1034739.062500 Penalty: 4587.496094
	Iteration 45Q: 3 clusters Score -1034739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1034737.625000 Penalty: 4587.496094
	Iteration 46Q: 3 clusters Score -1034738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1034741.062500 Penalty: 4587.496094
	Iteration 47Q: 3 clusters Score -1034741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1034746.812500 Penalty: 4587.496094
	Iteration 48Q: 3 clusters Score -1034747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1034750.187500 Penalty: 4587.496094
	Iteration 49Q: 3 clusters Score -1034750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1034753.562500 Penalty: 4587.496094
	Iteration 50Q: 3 clusters Score -1034754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1034755.937500 Penalty: 4587.496094
	Iteration 51Q: 3 clusters Score -1034756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1034758.187500 Penalty: 4587.496094
	Iteration 52Q: 3 clusters Score -1034758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1034757.500000 Penalty: 4587.496094
	Iteration 53Q: 3 clusters Score -1034758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1034758.562500 Penalty: 4587.496094
	Iteration 54Q: 3 clusters Score -1034759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1034758.250000 Penalty: 4587.496094
	Iteration 55Q: 3 clusters Score -1034758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1034758.125000 Penalty: 4587.496094
	Iteration 56Q: 3 clusters Score -1034758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1034757.687500 Penalty: 4587.496094
	Iteration 57Q: 3 clusters Score -1034758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1034757.687500 Penalty: 4587.496094
	Iteration 58F: 3 clusters Score -1034758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 12411 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Entering Unmasked Estep 
Score: -212173472.000000 Penalty: 301819.531250
Splitting cluster 44 changes total score from -212138608.000000 to -212173472.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 45 (28437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Entering Unmasked Estep 
Score: -3243500.250000 Penalty: 2543.350830
	Iteration 0F: 2 clusters Score -3243500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3223907.250000 Penalty: 5086.701660
	Iteration 0F: 3 clusters Score -3223907 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3230913.250000 Penalty: 5086.701660
	Iteration 1F: 3 clusters Score -3230913 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3231391.500000 Penalty: 5086.701660
	Iteration 2Q: 3 clusters Score -3231392 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3231790.500000 Penalty: 5086.701660
	Iteration 3Q: 3 clusters Score -3231790 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3232240.250000 Penalty: 5086.701660
	Iteration 4Q: 3 clusters Score -3232240 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3232720.000000 Penalty: 5086.701660
	Iteration 5Q: 3 clusters Score -3232720 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3233250.500000 Penalty: 5086.701660
	Iteration 6Q: 3 clusters Score -3233250 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3233917.750000 Penalty: 5086.701660
	Iteration 7Q: 3 clusters Score -3233918 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3234653.000000 Penalty: 5086.701660
	Iteration 8Q: 3 clusters Score -3234653 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3235543.000000 Penalty: 5086.701660
	Iteration 9Q: 3 clusters Score -3235543 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3236459.000000 Penalty: 5086.701660
	Iteration 10Q: 3 clusters Score -3236459 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3237278.750000 Penalty: 5086.701660
	Iteration 11Q: 3 clusters Score -3237279 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3237867.750000 Penalty: 5086.701660
	Iteration 12Q: 3 clusters Score -3237868 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3238184.000000 Penalty: 5086.701660
	Iteration 13Q: 3 clusters Score -3238184 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3238373.000000 Penalty: 5086.701660
	Iteration 14Q: 3 clusters Score -3238373 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3238503.750000 Penalty: 5086.701660
	Iteration 15Q: 3 clusters Score -3238504 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3238596.500000 Penalty: 5086.701660
	Iteration 16Q: 3 clusters Score -3238596 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3238658.750000 Penalty: 5086.701660
	Iteration 17Q: 3 clusters Score -3238659 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3238716.500000 Penalty: 5086.701660
	Iteration 18Q: 3 clusters Score -3238716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3238767.250000 Penalty: 5086.701660
	Iteration 19Q: 3 clusters Score -3238767 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3238822.250000 Penalty: 5086.701660
	Iteration 20F: 3 clusters Score -3238822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3238851.000000 Penalty: 5086.701660
	Iteration 21Q: 3 clusters Score -3238851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3238863.250000 Penalty: 5086.701660
	Iteration 22Q: 3 clusters Score -3238863 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3238883.250000 Penalty: 5086.701660
	Iteration 23Q: 3 clusters Score -3238883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3238917.000000 Penalty: 5086.701660
	Iteration 24Q: 3 clusters Score -3238917 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3238930.750000 Penalty: 5086.701660
	Iteration 25Q: 3 clusters Score -3238931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3238939.500000 Penalty: 5086.701660
	Iteration 26Q: 3 clusters Score -3238940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3238952.000000 Penalty: 5086.701660
	Iteration 27Q: 3 clusters Score -3238952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3238961.250000 Penalty: 5086.701660
	Iteration 28Q: 3 clusters Score -3238961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3238980.500000 Penalty: 5086.701660
	Iteration 29Q: 3 clusters Score -3238980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3238985.000000 Penalty: 5086.701660
	Iteration 30Q: 3 clusters Score -3238985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3239001.000000 Penalty: 5086.701660
	Iteration 31Q: 3 clusters Score -3239001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3239008.250000 Penalty: 5086.701660
	Iteration 32Q: 3 clusters Score -3239008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3238999.750000 Penalty: 5086.701660
	Iteration 33Q: 3 clusters Score -3239000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3239015.750000 Penalty: 5086.701660
	Iteration 34Q: 3 clusters Score -3239016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3239029.250000 Penalty: 5086.701660
	Iteration 35Q: 3 clusters Score -3239029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3239030.750000 Penalty: 5086.701660
	Iteration 36Q: 3 clusters Score -3239031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3239028.500000 Penalty: 5086.701660
	Iteration 37Q: 3 clusters Score -3239028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3239025.250000 Penalty: 5086.701660
	Iteration 38Q: 3 clusters Score -3239025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3239027.250000 Penalty: 5086.701660
	Iteration 39Q: 3 clusters Score -3239027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3239034.250000 Penalty: 5086.701660
	Iteration 40F: 3 clusters Score -3239034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3239032.500000 Penalty: 5086.701660
	Iteration 41Q: 3 clusters Score -3239032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3239038.250000 Penalty: 5086.701660
	Iteration 42Q: 3 clusters Score -3239038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3239051.250000 Penalty: 5086.701660
	Iteration 43Q: 3 clusters Score -3239051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3239053.250000 Penalty: 5086.701660
	Iteration 44Q: 3 clusters Score -3239053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3239047.000000 Penalty: 5086.701660
	Iteration 45Q: 3 clusters Score -3239047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3239044.000000 Penalty: 5086.701660
	Iteration 46Q: 3 clusters Score -3239044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3239044.750000 Penalty: 5086.701660
	Iteration 47Q: 3 clusters Score -3239045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3239052.500000 Penalty: 5086.701660
	Iteration 48Q: 3 clusters Score -3239052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3239051.250000 Penalty: 5086.701660
	Iteration 49Q: 3 clusters Score -3239051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3239047.000000 Penalty: 5086.701660
	Iteration 50Q: 3 clusters Score -3239047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3239048.750000 Penalty: 5086.701660
	Iteration 51Q: 3 clusters Score -3239049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3239051.250000 Penalty: 5086.701660
	Iteration 52Q: 3 clusters Score -3239051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3239051.000000 Penalty: 5086.701660
	Iteration 53Q: 3 clusters Score -3239051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3239056.250000 Penalty: 5086.701660
	Iteration 54Q: 3 clusters Score -3239056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3239053.000000 Penalty: 5086.701660
	Iteration 55Q: 3 clusters Score -3239053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3239058.250000 Penalty: 5086.701660
	Iteration 56Q: 3 clusters Score -3239058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3239057.750000 Penalty: 5086.701660
	Iteration 57Q: 3 clusters Score -3239058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3239064.500000 Penalty: 5086.701660
	Iteration 58Q: 3 clusters Score -3239064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3239068.500000 Penalty: 5086.701660
	Iteration 59Q: 3 clusters Score -3239068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3239067.750000 Penalty: 5086.701660
	Iteration 60F: 3 clusters Score -3239068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3239071.750000 Penalty: 5086.701660
	Iteration 61Q: 3 clusters Score -3239072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3239070.750000 Penalty: 5086.701660
	Iteration 62Q: 3 clusters Score -3239071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3239071.000000 Penalty: 5086.701660
	Iteration 63Q: 3 clusters Score -3239071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3239075.500000 Penalty: 5086.701660
	Iteration 64Q: 3 clusters Score -3239076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3239075.500000 Penalty: 5086.701660
	Iteration 65Q: 3 clusters Score -3239076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3239079.000000 Penalty: 5086.701660
	Iteration 66Q: 3 clusters Score -3239079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3239071.750000 Penalty: 5086.701660
	Iteration 67Q: 3 clusters Score -3239072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3239073.250000 Penalty: 5086.701660
	Iteration 68Q: 3 clusters Score -3239073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3239070.500000 Penalty: 5086.701660
	Iteration 69Q: 3 clusters Score -3239070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3239075.000000 Penalty: 5086.701660
	Iteration 70Q: 3 clusters Score -3239075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3239076.250000 Penalty: 5086.701660
	Iteration 71Q: 3 clusters Score -3239076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3239071.000000 Penalty: 5086.701660
	Iteration 72Q: 3 clusters Score -3239071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3239075.500000 Penalty: 5086.701660
	Iteration 73Q: 3 clusters Score -3239076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3239073.250000 Penalty: 5086.701660
	Iteration 74Q: 3 clusters Score -3239073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3239074.250000 Penalty: 5086.701660
	Iteration 75Q: 3 clusters Score -3239074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3239071.250000 Penalty: 5086.701660
	Iteration 76Q: 3 clusters Score -3239071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3239072.500000 Penalty: 5086.701660
	Iteration 77Q: 3 clusters Score -3239072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3239075.500000 Penalty: 5086.701660
	Iteration 78Q: 3 clusters Score -3239076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3239073.750000 Penalty: 5086.701660
	Iteration 79Q: 3 clusters Score -3239074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3239070.750000 Penalty: 5086.701660
	Iteration 80F: 3 clusters Score -3239071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3239076.250000 Penalty: 5086.701660
	Iteration 81Q: 3 clusters Score -3239076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3239078.000000 Penalty: 5086.701660
	Iteration 82Q: 3 clusters Score -3239078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3239076.000000 Penalty: 5086.701660
	Iteration 83Q: 3 clusters Score -3239076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3239073.750000 Penalty: 5086.701660
	Iteration 84Q: 3 clusters Score -3239074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3239075.250000 Penalty: 5086.701660
	Iteration 85Q: 3 clusters Score -3239075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3239078.250000 Penalty: 5086.701660
	Iteration 86Q: 3 clusters Score -3239078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3239078.250000 Penalty: 5086.701660
	Iteration 87F: 3 clusters Score -3239078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Entering Unmasked Estep 
Score: -1403607.000000 Penalty: 2337.731934
	Iteration 0F: 2 clusters Score -1403607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1394498.000000 Penalty: 4675.463867
	Iteration 0F: 3 clusters Score -1394498 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1397469.000000 Penalty: 4675.463867
	Iteration 1F: 3 clusters Score -1397469 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1398010.875000 Penalty: 4675.463867
	Iteration 2F: 3 clusters Score -1398011 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1398676.125000 Penalty: 4675.463867
	Iteration 3F: 3 clusters Score -1398676 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1399495.125000 Penalty: 4675.463867
	Iteration 4F: 3 clusters Score -1399495 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1400562.125000 Penalty: 4675.463867
	Iteration 5F: 3 clusters Score -1400562 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1401964.125000 Penalty: 4675.463867
	Iteration 6F: 3 clusters Score -1401964 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1403314.000000 Penalty: 4675.463867
	Iteration 7F: 3 clusters Score -1403314 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1404507.625000 Penalty: 4675.463867
	Iteration 8F: 3 clusters Score -1404508 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1405450.000000 Penalty: 4675.463867
	Iteration 9F: 3 clusters Score -1405450 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1405988.500000 Penalty: 4675.463867
	Iteration 10Q: 3 clusters Score -1405988 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1406172.250000 Penalty: 4675.463867
	Iteration 11Q: 3 clusters Score -1406172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1406235.625000 Penalty: 4675.463867
	Iteration 12Q: 3 clusters Score -1406236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1406254.625000 Penalty: 4675.463867
	Iteration 13Q: 3 clusters Score -1406255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1406263.375000 Penalty: 4675.463867
	Iteration 14Q: 3 clusters Score -1406263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1406266.125000 Penalty: 4675.463867
	Iteration 15Q: 3 clusters Score -1406266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1406265.750000 Penalty: 4675.463867
	Iteration 16Q: 3 clusters Score -1406266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1406267.125000 Penalty: 4675.463867
	Iteration 17Q: 3 clusters Score -1406267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1406266.875000 Penalty: 4675.463867
	Iteration 18Q: 3 clusters Score -1406267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1406267.500000 Penalty: 4675.463867
	Iteration 19Q: 3 clusters Score -1406268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1406265.000000 Penalty: 4675.463867
	Iteration 20F: 3 clusters Score -1406265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1406265.000000 Penalty: 4675.463867
	Iteration 21Q: 3 clusters Score -1406265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1406265.375000 Penalty: 4675.463867
	Iteration 22Q: 3 clusters Score -1406265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1406265.375000 Penalty: 4675.463867
	Iteration 23F: 3 clusters Score -1406265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 16521 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 5511 members 
Entering Unmasked Estep 
Score: -212174768.000000 Penalty: 305412.593750
Splitting cluster 46 changes total score from -212138608.000000 to -212174768.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 47 (10127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Entering Unmasked Estep 
Score: -1037057.250000 Penalty: 2287.294189
	Iteration 0F: 2 clusters Score -1037057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1029331.500000 Penalty: 4574.588379
	Iteration 0F: 3 clusters Score -1029332 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1032043.187500 Penalty: 4574.588379
	Iteration 1F: 3 clusters Score -1032043 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1032698.562500 Penalty: 4574.588379
	Iteration 2F: 3 clusters Score -1032699 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1033321.937500 Penalty: 4574.588379
	Iteration 3F: 3 clusters Score -1033322 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1034025.062500 Penalty: 4574.588379
	Iteration 4F: 3 clusters Score -1034025 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1034716.437500 Penalty: 4574.588379
	Iteration 5F: 3 clusters Score -1034716 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1035336.625000 Penalty: 4574.588379
	Iteration 6F: 3 clusters Score -1035337 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1035810.312500 Penalty: 4574.588379
	Iteration 7F: 3 clusters Score -1035810 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1036083.500000 Penalty: 4574.588379
	Iteration 8Q: 3 clusters Score -1036084 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1036233.375000 Penalty: 4574.588379
	Iteration 9Q: 3 clusters Score -1036233 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1036298.375000 Penalty: 4574.588379
	Iteration 10Q: 3 clusters Score -1036298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1036340.875000 Penalty: 4574.588379
	Iteration 11Q: 3 clusters Score -1036341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1036372.687500 Penalty: 4574.588379
	Iteration 12Q: 3 clusters Score -1036373 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1036388.625000 Penalty: 4574.588379
	Iteration 13Q: 3 clusters Score -1036389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1036401.687500 Penalty: 4574.588379
	Iteration 14Q: 3 clusters Score -1036402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1036410.312500 Penalty: 4574.588379
	Iteration 15Q: 3 clusters Score -1036410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1036417.375000 Penalty: 4574.588379
	Iteration 16Q: 3 clusters Score -1036417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1036426.062500 Penalty: 4574.588379
	Iteration 17Q: 3 clusters Score -1036426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1036433.062500 Penalty: 4574.588379
	Iteration 18Q: 3 clusters Score -1036433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1036436.500000 Penalty: 4574.588379
	Iteration 19Q: 3 clusters Score -1036436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1036441.187500 Penalty: 4574.588379
	Iteration 20F: 3 clusters Score -1036441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1036445.625000 Penalty: 4574.588379
	Iteration 21Q: 3 clusters Score -1036446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1036449.875000 Penalty: 4574.588379
	Iteration 22Q: 3 clusters Score -1036450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1036451.812500 Penalty: 4574.588379
	Iteration 23Q: 3 clusters Score -1036452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1036457.937500 Penalty: 4574.588379
	Iteration 24Q: 3 clusters Score -1036458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1036459.500000 Penalty: 4574.588379
	Iteration 25Q: 3 clusters Score -1036460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1036462.812500 Penalty: 4574.588379
	Iteration 26Q: 3 clusters Score -1036463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1036464.500000 Penalty: 4574.588379
	Iteration 27Q: 3 clusters Score -1036464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1036470.000000 Penalty: 4574.588379
	Iteration 28Q: 3 clusters Score -1036470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1036476.812500 Penalty: 4574.588379
	Iteration 29Q: 3 clusters Score -1036477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1036480.500000 Penalty: 4574.588379
	Iteration 30Q: 3 clusters Score -1036480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1036480.687500 Penalty: 4574.588379
	Iteration 31Q: 3 clusters Score -1036481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1036482.500000 Penalty: 4574.588379
	Iteration 32Q: 3 clusters Score -1036482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1036483.812500 Penalty: 4574.588379
	Iteration 33Q: 3 clusters Score -1036484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1036483.750000 Penalty: 4574.588379
	Iteration 34Q: 3 clusters Score -1036484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1036482.875000 Penalty: 4574.588379
	Iteration 35Q: 3 clusters Score -1036483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1036484.000000 Penalty: 4574.588379
	Iteration 36Q: 3 clusters Score -1036484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1036485.937500 Penalty: 4574.588379
	Iteration 37Q: 3 clusters Score -1036486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1036485.937500 Penalty: 4574.588379
	Iteration 38F: 3 clusters Score -1036486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Entering Unmasked Estep 
Score: -4877631.000000 Penalty: 2640.566650
	Iteration 0F: 2 clusters Score -4877631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4849078.500000 Penalty: 5281.133301
	Iteration 0F: 3 clusters Score -4849078 nChanged 19261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4859747.500000 Penalty: 5281.133301
	Iteration 1F: 3 clusters Score -4859748 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4860344.000000 Penalty: 5281.133301
	Iteration 2Q: 3 clusters Score -4860344 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4861068.500000 Penalty: 5281.133301
	Iteration 3Q: 3 clusters Score -4861068 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4861993.500000 Penalty: 5281.133301
	Iteration 4Q: 3 clusters Score -4861994 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4863393.500000 Penalty: 5281.133301
	Iteration 5F: 3 clusters Score -4863394 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4865248.000000 Penalty: 5281.133301
	Iteration 6F: 3 clusters Score -4865248 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4867661.500000 Penalty: 5281.133301
	Iteration 7F: 3 clusters Score -4867662 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4870123.000000 Penalty: 5281.133301
	Iteration 8F: 3 clusters Score -4870123 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4872198.500000 Penalty: 5281.133301
	Iteration 9F: 3 clusters Score -4872198 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -4873718.500000 Penalty: 5281.133301
	Iteration 10Q: 3 clusters Score -4873718 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -4874615.500000 Penalty: 5281.133301
	Iteration 11Q: 3 clusters Score -4874616 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -4875045.500000 Penalty: 5281.133301
	Iteration 12Q: 3 clusters Score -4875046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -4875195.500000 Penalty: 5281.133301
	Iteration 13Q: 3 clusters Score -4875196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4875298.000000 Penalty: 5281.133301
	Iteration 14Q: 3 clusters Score -4875298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -4875353.500000 Penalty: 5281.133301
	Iteration 15Q: 3 clusters Score -4875354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4875382.500000 Penalty: 5281.133301
	Iteration 16Q: 3 clusters Score -4875382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -4875406.500000 Penalty: 5281.133301
	Iteration 17Q: 3 clusters Score -4875406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -4875423.000000 Penalty: 5281.133301
	Iteration 18Q: 3 clusters Score -4875423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -4875442.500000 Penalty: 5281.133301
	Iteration 19Q: 3 clusters Score -4875442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4875452.000000 Penalty: 5281.133301
	Iteration 20F: 3 clusters Score -4875452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4875458.000000 Penalty: 5281.133301
	Iteration 21Q: 3 clusters Score -4875458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -4875464.500000 Penalty: 5281.133301
	Iteration 22Q: 3 clusters Score -4875464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -4875468.500000 Penalty: 5281.133301
	Iteration 23Q: 3 clusters Score -4875468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -4875473.000000 Penalty: 5281.133301
	Iteration 24Q: 3 clusters Score -4875473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -4875481.500000 Penalty: 5281.133301
	Iteration 25Q: 3 clusters Score -4875482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -4875477.000000 Penalty: 5281.133301
	Iteration 26Q: 3 clusters Score -4875477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -4875476.500000 Penalty: 5281.133301
	Iteration 27Q: 3 clusters Score -4875476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -4875490.000000 Penalty: 5281.133301
	Iteration 28Q: 3 clusters Score -4875490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -4875494.500000 Penalty: 5281.133301
	Iteration 29Q: 3 clusters Score -4875494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -4875499.000000 Penalty: 5281.133301
	Iteration 30Q: 3 clusters Score -4875499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4875509.000000 Penalty: 5281.133301
	Iteration 31Q: 3 clusters Score -4875509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4875509.000000 Penalty: 5281.133301
	Iteration 32F: 3 clusters Score -4875509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Entering Unmasked Estep 
Score: -1263823.625000 Penalty: 2344.998047
	Iteration 0F: 2 clusters Score -1263824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1254451.125000 Penalty: 4689.996094
	Iteration 0F: 3 clusters Score -1254451 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1257609.125000 Penalty: 4689.996094
	Iteration 1F: 3 clusters Score -1257609 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1258345.625000 Penalty: 4689.996094
	Iteration 2F: 3 clusters Score -1258346 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1259033.625000 Penalty: 4689.996094
	Iteration 3F: 3 clusters Score -1259034 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1259688.625000 Penalty: 4689.996094
	Iteration 4F: 3 clusters Score -1259689 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1260362.875000 Penalty: 4689.996094
	Iteration 5F: 3 clusters Score -1260363 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1260983.500000 Penalty: 4689.996094
	Iteration 6F: 3 clusters Score -1260984 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1261484.750000 Penalty: 4689.996094
	Iteration 7F: 3 clusters Score -1261485 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1261875.875000 Penalty: 4689.996094
	Iteration 8Q: 3 clusters Score -1261876 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1262115.500000 Penalty: 4689.996094
	Iteration 9Q: 3 clusters Score -1262116 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1262230.750000 Penalty: 4689.996094
	Iteration 10Q: 3 clusters Score -1262231 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1262304.125000 Penalty: 4689.996094
	Iteration 11Q: 3 clusters Score -1262304 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1262356.875000 Penalty: 4689.996094
	Iteration 12Q: 3 clusters Score -1262357 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1262391.750000 Penalty: 4689.996094
	Iteration 13Q: 3 clusters Score -1262392 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1262439.125000 Penalty: 4689.996094
	Iteration 14Q: 3 clusters Score -1262439 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1262476.625000 Penalty: 4689.996094
	Iteration 15Q: 3 clusters Score -1262477 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1262518.625000 Penalty: 4689.996094
	Iteration 16Q: 3 clusters Score -1262519 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1262569.250000 Penalty: 4689.996094
	Iteration 17Q: 3 clusters Score -1262569 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1262621.500000 Penalty: 4689.996094
	Iteration 18Q: 3 clusters Score -1262622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1262664.750000 Penalty: 4689.996094
	Iteration 19Q: 3 clusters Score -1262665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1262713.250000 Penalty: 4689.996094
	Iteration 20F: 3 clusters Score -1262713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1262760.250000 Penalty: 4689.996094
	Iteration 21Q: 3 clusters Score -1262760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1262798.375000 Penalty: 4689.996094
	Iteration 22Q: 3 clusters Score -1262798 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1262819.750000 Penalty: 4689.996094
	Iteration 23Q: 3 clusters Score -1262820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1262835.625000 Penalty: 4689.996094
	Iteration 24Q: 3 clusters Score -1262836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1262859.500000 Penalty: 4689.996094
	Iteration 25Q: 3 clusters Score -1262860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1262876.000000 Penalty: 4689.996094
	Iteration 26Q: 3 clusters Score -1262876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1262887.875000 Penalty: 4689.996094
	Iteration 27Q: 3 clusters Score -1262888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1262897.125000 Penalty: 4689.996094
	Iteration 28Q: 3 clusters Score -1262897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1262912.500000 Penalty: 4689.996094
	Iteration 29Q: 3 clusters Score -1262912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1262919.875000 Penalty: 4689.996094
	Iteration 30Q: 3 clusters Score -1262920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1262929.625000 Penalty: 4689.996094
	Iteration 31Q: 3 clusters Score -1262930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1262936.625000 Penalty: 4689.996094
	Iteration 32Q: 3 clusters Score -1262937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1262945.625000 Penalty: 4689.996094
	Iteration 33Q: 3 clusters Score -1262946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1262952.500000 Penalty: 4689.996094
	Iteration 34Q: 3 clusters Score -1262952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1262954.500000 Penalty: 4689.996094
	Iteration 35Q: 3 clusters Score -1262954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1262958.875000 Penalty: 4689.996094
	Iteration 36Q: 3 clusters Score -1262959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1262961.250000 Penalty: 4689.996094
	Iteration 37Q: 3 clusters Score -1262961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1262963.375000 Penalty: 4689.996094
	Iteration 38Q: 3 clusters Score -1262963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1262965.250000 Penalty: 4689.996094
	Iteration 39Q: 3 clusters Score -1262965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1262964.375000 Penalty: 4689.996094
	Iteration 40F: 3 clusters Score -1262964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1262968.250000 Penalty: 4689.996094
	Iteration 41Q: 3 clusters Score -1262968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1262967.375000 Penalty: 4689.996094
	Iteration 42Q: 3 clusters Score -1262967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1262966.750000 Penalty: 4689.996094
	Iteration 43Q: 3 clusters Score -1262967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1262969.250000 Penalty: 4689.996094
	Iteration 44Q: 3 clusters Score -1262969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1262967.250000 Penalty: 4689.996094
	Iteration 45Q: 3 clusters Score -1262967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1262966.625000 Penalty: 4689.996094
	Iteration 46Q: 3 clusters Score -1262967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1262970.250000 Penalty: 4689.996094
	Iteration 47Q: 3 clusters Score -1262970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1262971.375000 Penalty: 4689.996094
	Iteration 48Q: 3 clusters Score -1262971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1262971.625000 Penalty: 4689.996094
	Iteration 49Q: 3 clusters Score -1262972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1262972.500000 Penalty: 4689.996094
	Iteration 50Q: 3 clusters Score -1262972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1262973.125000 Penalty: 4689.996094
	Iteration 51Q: 3 clusters Score -1262973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1262969.750000 Penalty: 4689.996094
	Iteration 52Q: 3 clusters Score -1262970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1262971.125000 Penalty: 4689.996094
	Iteration 53Q: 3 clusters Score -1262971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1262972.125000 Penalty: 4689.996094
	Iteration 54Q: 3 clusters Score -1262972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1262970.625000 Penalty: 4689.996094
	Iteration 55Q: 3 clusters Score -1262971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1262970.375000 Penalty: 4689.996094
	Iteration 56Q: 3 clusters Score -1262970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1262972.125000 Penalty: 4689.996094
	Iteration 57Q: 3 clusters Score -1262972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1262973.375000 Penalty: 4689.996094
	Iteration 58Q: 3 clusters Score -1262973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1262973.375000 Penalty: 4689.996094
	Iteration 59F: 3 clusters Score -1262973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Entering Unmasked Estep 
Score: -1931945.250000 Penalty: 2408.672119
	Iteration 0F: 2 clusters Score -1931945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1920118.125000 Penalty: 4817.344238
	Iteration 0F: 3 clusters Score -1920118 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1924059.750000 Penalty: 4817.344238
	Iteration 1F: 3 clusters Score -1924060 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1924636.750000 Penalty: 4817.344238
	Iteration 2F: 3 clusters Score -1924637 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1925252.000000 Penalty: 4817.344238
	Iteration 3F: 3 clusters Score -1925252 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1926007.375000 Penalty: 4817.344238
	Iteration 4F: 3 clusters Score -1926007 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1926949.250000 Penalty: 4817.344238
	Iteration 5F: 3 clusters Score -1926949 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1928095.625000 Penalty: 4817.344238
	Iteration 6F: 3 clusters Score -1928096 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1929427.500000 Penalty: 4817.344238
	Iteration 7F: 3 clusters Score -1929428 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1930672.125000 Penalty: 4817.344238
	Iteration 8F: 3 clusters Score -1930672 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1931508.875000 Penalty: 4817.344238
	Iteration 9F: 3 clusters Score -1931509 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1932084.500000 Penalty: 4817.344238
	Iteration 10Q: 3 clusters Score -1932084 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1932530.000000 Penalty: 4817.344238
	Iteration 11Q: 3 clusters Score -1932530 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1932812.750000 Penalty: 4817.344238
	Iteration 12Q: 3 clusters Score -1932813 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1932972.000000 Penalty: 4817.344238
	Iteration 13Q: 3 clusters Score -1932972 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1933056.625000 Penalty: 4817.344238
	Iteration 14Q: 3 clusters Score -1933057 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1933112.375000 Penalty: 4817.344238
	Iteration 15Q: 3 clusters Score -1933112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1933157.750000 Penalty: 4817.344238
	Iteration 16Q: 3 clusters Score -1933158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1933177.250000 Penalty: 4817.344238
	Iteration 17Q: 3 clusters Score -1933177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1933188.750000 Penalty: 4817.344238
	Iteration 18Q: 3 clusters Score -1933189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1933193.625000 Penalty: 4817.344238
	Iteration 19Q: 3 clusters Score -1933194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1933198.750000 Penalty: 4817.344238
	Iteration 20F: 3 clusters Score -1933199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1933196.125000 Penalty: 4817.344238
	Iteration 21Q: 3 clusters Score -1933196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1933198.875000 Penalty: 4817.344238
	Iteration 22Q: 3 clusters Score -1933199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1933199.875000 Penalty: 4817.344238
	Iteration 23Q: 3 clusters Score -1933200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1933206.125000 Penalty: 4817.344238
	Iteration 24Q: 3 clusters Score -1933206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1933207.875000 Penalty: 4817.344238
	Iteration 25Q: 3 clusters Score -1933208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1933205.625000 Penalty: 4817.344238
	Iteration 26Q: 3 clusters Score -1933206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1933204.500000 Penalty: 4817.344238
	Iteration 27Q: 3 clusters Score -1933204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1933204.250000 Penalty: 4817.344238
	Iteration 28Q: 3 clusters Score -1933204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1933207.250000 Penalty: 4817.344238
	Iteration 29Q: 3 clusters Score -1933207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1933211.000000 Penalty: 4817.344238
	Iteration 30Q: 3 clusters Score -1933211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1933207.250000 Penalty: 4817.344238
	Iteration 31Q: 3 clusters Score -1933207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1933207.250000 Penalty: 4817.344238
	Iteration 32F: 3 clusters Score -1933207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 9481 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 5511 members 
Mstep: Class 86 contains 7040 members 
Entering Unmasked Estep 
Score: -212174736.000000 Penalty: 309005.687500
Splitting cluster 50 changes total score from -212138608.000000 to -212174736.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 51 (20571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Entering Unmasked Estep 
Score: -2341489.250000 Penalty: 2463.046143
	Iteration 0F: 2 clusters Score -2341489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2327001.000000 Penalty: 4926.092285
	Iteration 0F: 3 clusters Score -2327001 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2331891.000000 Penalty: 4926.092285
	Iteration 1F: 3 clusters Score -2331891 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2332484.750000 Penalty: 4926.092285
	Iteration 2F: 3 clusters Score -2332485 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2333071.000000 Penalty: 4926.092285
	Iteration 3F: 3 clusters Score -2333071 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2333688.250000 Penalty: 4926.092285
	Iteration 4F: 3 clusters Score -2333688 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2334348.250000 Penalty: 4926.092285
	Iteration 5F: 3 clusters Score -2334348 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2335110.000000 Penalty: 4926.092285
	Iteration 6F: 3 clusters Score -2335110 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2335905.500000 Penalty: 4926.092285
	Iteration 7F: 3 clusters Score -2335906 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2336654.750000 Penalty: 4926.092285
	Iteration 8F: 3 clusters Score -2336655 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2337284.000000 Penalty: 4926.092285
	Iteration 9Q: 3 clusters Score -2337284 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2337764.000000 Penalty: 4926.092285
	Iteration 10Q: 3 clusters Score -2337764 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2338063.500000 Penalty: 4926.092285
	Iteration 11Q: 3 clusters Score -2338064 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2338310.750000 Penalty: 4926.092285
	Iteration 12Q: 3 clusters Score -2338311 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2338536.500000 Penalty: 4926.092285
	Iteration 13Q: 3 clusters Score -2338536 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2338707.250000 Penalty: 4926.092285
	Iteration 14Q: 3 clusters Score -2338707 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2338890.250000 Penalty: 4926.092285
	Iteration 15Q: 3 clusters Score -2338890 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2339009.500000 Penalty: 4926.092285
	Iteration 16Q: 3 clusters Score -2339010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2339124.250000 Penalty: 4926.092285
	Iteration 17Q: 3 clusters Score -2339124 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2339237.500000 Penalty: 4926.092285
	Iteration 18Q: 3 clusters Score -2339238 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2339331.500000 Penalty: 4926.092285
	Iteration 19Q: 3 clusters Score -2339332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2339429.750000 Penalty: 4926.092285
	Iteration 20F: 3 clusters Score -2339430 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2339517.500000 Penalty: 4926.092285
	Iteration 21Q: 3 clusters Score -2339518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2339617.500000 Penalty: 4926.092285
	Iteration 22Q: 3 clusters Score -2339618 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2339721.250000 Penalty: 4926.092285
	Iteration 23Q: 3 clusters Score -2339721 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2339833.500000 Penalty: 4926.092285
	Iteration 24Q: 3 clusters Score -2339834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2339950.750000 Penalty: 4926.092285
	Iteration 25Q: 3 clusters Score -2339951 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2340068.000000 Penalty: 4926.092285
	Iteration 26Q: 3 clusters Score -2340068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2340187.500000 Penalty: 4926.092285
	Iteration 27Q: 3 clusters Score -2340188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2340278.250000 Penalty: 4926.092285
	Iteration 28Q: 3 clusters Score -2340278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2340324.500000 Penalty: 4926.092285
	Iteration 29Q: 3 clusters Score -2340324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2340355.000000 Penalty: 4926.092285
	Iteration 30Q: 3 clusters Score -2340355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2340378.000000 Penalty: 4926.092285
	Iteration 31Q: 3 clusters Score -2340378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2340388.000000 Penalty: 4926.092285
	Iteration 32Q: 3 clusters Score -2340388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2340400.250000 Penalty: 4926.092285
	Iteration 33Q: 3 clusters Score -2340400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2340405.000000 Penalty: 4926.092285
	Iteration 34Q: 3 clusters Score -2340405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2340403.500000 Penalty: 4926.092285
	Iteration 35Q: 3 clusters Score -2340404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2340409.000000 Penalty: 4926.092285
	Iteration 36Q: 3 clusters Score -2340409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2340408.500000 Penalty: 4926.092285
	Iteration 37Q: 3 clusters Score -2340408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2340412.500000 Penalty: 4926.092285
	Iteration 38Q: 3 clusters Score -2340412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2340411.000000 Penalty: 4926.092285
	Iteration 39Q: 3 clusters Score -2340411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2340408.000000 Penalty: 4926.092285
	Iteration 40F: 3 clusters Score -2340408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2340407.500000 Penalty: 4926.092285
	Iteration 41Q: 3 clusters Score -2340408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2340407.500000 Penalty: 4926.092285
	Iteration 42Q: 3 clusters Score -2340408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2340408.000000 Penalty: 4926.092285
	Iteration 43Q: 3 clusters Score -2340408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2340412.000000 Penalty: 4926.092285
	Iteration 44Q: 3 clusters Score -2340412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2340413.500000 Penalty: 4926.092285
	Iteration 45Q: 3 clusters Score -2340414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2340408.000000 Penalty: 4926.092285
	Iteration 46Q: 3 clusters Score -2340408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2340405.500000 Penalty: 4926.092285
	Iteration 47Q: 3 clusters Score -2340406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2340412.250000 Penalty: 4926.092285
	Iteration 48Q: 3 clusters Score -2340412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2340410.500000 Penalty: 4926.092285
	Iteration 49Q: 3 clusters Score -2340410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2340409.750000 Penalty: 4926.092285
	Iteration 50Q: 3 clusters Score -2340410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2340408.500000 Penalty: 4926.092285
	Iteration 51Q: 3 clusters Score -2340408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2340408.250000 Penalty: 4926.092285
	Iteration 52Q: 3 clusters Score -2340408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2340415.750000 Penalty: 4926.092285
	Iteration 53Q: 3 clusters Score -2340416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2340420.000000 Penalty: 4926.092285
	Iteration 54Q: 3 clusters Score -2340420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2340420.750000 Penalty: 4926.092285
	Iteration 55Q: 3 clusters Score -2340421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2340421.000000 Penalty: 4926.092285
	Iteration 56Q: 3 clusters Score -2340421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2340418.500000 Penalty: 4926.092285
	Iteration 57Q: 3 clusters Score -2340418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2340419.750000 Penalty: 4926.092285
	Iteration 58Q: 3 clusters Score -2340420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2340417.000000 Penalty: 4926.092285
	Iteration 59Q: 3 clusters Score -2340417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2340420.250000 Penalty: 4926.092285
	Iteration 60F: 3 clusters Score -2340420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (36087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Entering Unmasked Estep 
Score: -4052034.000000 Penalty: 2602.434570
	Iteration 0F: 2 clusters Score -4052034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -4027683.500000 Penalty: 5204.869141
	Iteration 0F: 3 clusters Score -4027684 nChanged 16435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4036850.750000 Penalty: 5204.869141
	Iteration 1F: 3 clusters Score -4036851 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4037888.250000 Penalty: 5204.869141
	Iteration 2F: 3 clusters Score -4037888 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4039271.250000 Penalty: 5204.869141
	Iteration 3F: 3 clusters Score -4039271 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4041056.000000 Penalty: 5204.869141
	Iteration 4F: 3 clusters Score -4041056 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4042759.500000 Penalty: 5204.869141
	Iteration 5F: 3 clusters Score -4042760 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4044404.500000 Penalty: 5204.869141
	Iteration 6F: 3 clusters Score -4044404 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -4045660.500000 Penalty: 5204.869141
	Iteration 7F: 3 clusters Score -4045660 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4046719.750000 Penalty: 5204.869141
	Iteration 8Q: 3 clusters Score -4046720 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4047607.750000 Penalty: 5204.869141
	Iteration 9Q: 3 clusters Score -4047608 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4048363.250000 Penalty: 5204.869141
	Iteration 10Q: 3 clusters Score -4048363 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4049038.500000 Penalty: 5204.869141
	Iteration 11Q: 3 clusters Score -4049038 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4049619.750000 Penalty: 5204.869141
	Iteration 12Q: 3 clusters Score -4049620 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4050083.250000 Penalty: 5204.869141
	Iteration 13Q: 3 clusters Score -4050083 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4050421.750000 Penalty: 5204.869141
	Iteration 14Q: 3 clusters Score -4050422 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4050621.250000 Penalty: 5204.869141
	Iteration 15Q: 3 clusters Score -4050621 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4050746.250000 Penalty: 5204.869141
	Iteration 16Q: 3 clusters Score -4050746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4050843.000000 Penalty: 5204.869141
	Iteration 17Q: 3 clusters Score -4050843 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4050912.500000 Penalty: 5204.869141
	Iteration 18Q: 3 clusters Score -4050912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4050939.000000 Penalty: 5204.869141
	Iteration 19Q: 3 clusters Score -4050939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4050957.000000 Penalty: 5204.869141
	Iteration 20F: 3 clusters Score -4050957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4050971.500000 Penalty: 5204.869141
	Iteration 21Q: 3 clusters Score -4050972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4050980.250000 Penalty: 5204.869141
	Iteration 22Q: 3 clusters Score -4050980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4050999.250000 Penalty: 5204.869141
	Iteration 23Q: 3 clusters Score -4050999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4051006.750000 Penalty: 5204.869141
	Iteration 24Q: 3 clusters Score -4051007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4051002.250000 Penalty: 5204.869141
	Iteration 25Q: 3 clusters Score -4051002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4051006.000000 Penalty: 5204.869141
	Iteration 26Q: 3 clusters Score -4051006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4051010.500000 Penalty: 5204.869141
	Iteration 27Q: 3 clusters Score -4051010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4051009.750000 Penalty: 5204.869141
	Iteration 28Q: 3 clusters Score -4051010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4051014.750000 Penalty: 5204.869141
	Iteration 29Q: 3 clusters Score -4051015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4051019.750000 Penalty: 5204.869141
	Iteration 30Q: 3 clusters Score -4051020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4051024.750000 Penalty: 5204.869141
	Iteration 31Q: 3 clusters Score -4051025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4051030.500000 Penalty: 5204.869141
	Iteration 32Q: 3 clusters Score -4051030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4051024.750000 Penalty: 5204.869141
	Iteration 33Q: 3 clusters Score -4051025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4051024.500000 Penalty: 5204.869141
	Iteration 34Q: 3 clusters Score -4051024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4051028.750000 Penalty: 5204.869141
	Iteration 35Q: 3 clusters Score -4051029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4051025.500000 Penalty: 5204.869141
	Iteration 36Q: 3 clusters Score -4051026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4051025.500000 Penalty: 5204.869141
	Iteration 37F: 3 clusters Score -4051026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -77785.046875 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -77785.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76127.171875 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -76127.17 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76656.875000 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -76656.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76951.125000 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -76951.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77242.007812 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -77242.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77650.218750 Penalty: 3280.238525
	Iteration 4F: 3 clusters Score -77650.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78081.046875 Penalty: 3280.238525
	Iteration 5F: 3 clusters Score -78081.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -78372.976562 Penalty: 3280.238525
	Iteration 6F: 3 clusters Score -78372.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -78417.484375 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -78417.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -78457.320312 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -78457.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -78478.640625 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -78478.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -78487.429688 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -78487.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -78487.593750 Penalty: 3280.238525
	Iteration 11F: 3 clusters Score -78487.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -78533.156250 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -78533.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -78533.515625 Penalty: 3280.238525
	Iteration 13F: 3 clusters Score -78533.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -78537.960938 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -78537.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -78537.960938 Penalty: 3280.238525
	Iteration 15F: 3 clusters Score -78537.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 9481 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 582 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 5681 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 5511 members 
Mstep: Class 86 contains 7040 members 
Mstep: Class 87 contains 163 members 
Entering Unmasked Estep 
Score: -212174800.000000 Penalty: 312598.781250
Splitting cluster 53 changes total score from -212138608.000000 to -212174800.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 54 (12093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Entering Unmasked Estep 
Score: -1239639.000000 Penalty: 2331.294678
	Iteration 0F: 2 clusters Score -1239639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1230698.500000 Penalty: 4662.589355
	Iteration 0F: 3 clusters Score -1230698 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1234224.750000 Penalty: 4662.589355
	Iteration 1F: 3 clusters Score -1234225 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1235308.375000 Penalty: 4662.589355
	Iteration 2F: 3 clusters Score -1235308 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1236265.125000 Penalty: 4662.589355
	Iteration 3F: 3 clusters Score -1236265 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1236910.000000 Penalty: 4662.589355
	Iteration 4F: 3 clusters Score -1236910 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1237295.875000 Penalty: 4662.589355
	Iteration 5F: 3 clusters Score -1237296 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1237493.250000 Penalty: 4662.589355
	Iteration 6Q: 3 clusters Score -1237493 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1237589.000000 Penalty: 4662.589355
	Iteration 7Q: 3 clusters Score -1237589 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1237646.250000 Penalty: 4662.589355
	Iteration 8Q: 3 clusters Score -1237646 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1237690.250000 Penalty: 4662.589355
	Iteration 9Q: 3 clusters Score -1237690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1237724.375000 Penalty: 4662.589355
	Iteration 10Q: 3 clusters Score -1237724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1237744.750000 Penalty: 4662.589355
	Iteration 11Q: 3 clusters Score -1237745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1237761.875000 Penalty: 4662.589355
	Iteration 12Q: 3 clusters Score -1237762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1237773.625000 Penalty: 4662.589355
	Iteration 13Q: 3 clusters Score -1237774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1237782.875000 Penalty: 4662.589355
	Iteration 14Q: 3 clusters Score -1237783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1237788.125000 Penalty: 4662.589355
	Iteration 15Q: 3 clusters Score -1237788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1237796.750000 Penalty: 4662.589355
	Iteration 16Q: 3 clusters Score -1237797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1237802.625000 Penalty: 4662.589355
	Iteration 17Q: 3 clusters Score -1237803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1237808.375000 Penalty: 4662.589355
	Iteration 18Q: 3 clusters Score -1237808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1237816.625000 Penalty: 4662.589355
	Iteration 19Q: 3 clusters Score -1237817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1237820.500000 Penalty: 4662.589355
	Iteration 20F: 3 clusters Score -1237820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1237825.750000 Penalty: 4662.589355
	Iteration 21Q: 3 clusters Score -1237826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1237827.750000 Penalty: 4662.589355
	Iteration 22Q: 3 clusters Score -1237828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1237829.250000 Penalty: 4662.589355
	Iteration 23Q: 3 clusters Score -1237829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1237832.750000 Penalty: 4662.589355
	Iteration 24Q: 3 clusters Score -1237833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1237836.625000 Penalty: 4662.589355
	Iteration 25Q: 3 clusters Score -1237837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1237839.500000 Penalty: 4662.589355
	Iteration 26Q: 3 clusters Score -1237840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1237845.250000 Penalty: 4662.589355
	Iteration 27Q: 3 clusters Score -1237845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1237847.625000 Penalty: 4662.589355
	Iteration 28Q: 3 clusters Score -1237848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1237853.125000 Penalty: 4662.589355
	Iteration 29Q: 3 clusters Score -1237853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1237854.000000 Penalty: 4662.589355
	Iteration 30Q: 3 clusters Score -1237854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1237860.625000 Penalty: 4662.589355
	Iteration 31Q: 3 clusters Score -1237861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1237865.500000 Penalty: 4662.589355
	Iteration 32Q: 3 clusters Score -1237866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1237868.750000 Penalty: 4662.589355
	Iteration 33Q: 3 clusters Score -1237869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1237871.000000 Penalty: 4662.589355
	Iteration 34Q: 3 clusters Score -1237871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1237873.375000 Penalty: 4662.589355
	Iteration 35Q: 3 clusters Score -1237873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1237874.625000 Penalty: 4662.589355
	Iteration 36Q: 3 clusters Score -1237875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1237875.875000 Penalty: 4662.589355
	Iteration 37Q: 3 clusters Score -1237876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1237879.125000 Penalty: 4662.589355
	Iteration 38Q: 3 clusters Score -1237879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1237886.250000 Penalty: 4662.589355
	Iteration 39Q: 3 clusters Score -1237886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1237887.625000 Penalty: 4662.589355
	Iteration 40F: 3 clusters Score -1237888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1237890.375000 Penalty: 4662.589355
	Iteration 41Q: 3 clusters Score -1237890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1237893.500000 Penalty: 4662.589355
	Iteration 42Q: 3 clusters Score -1237894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1237893.750000 Penalty: 4662.589355
	Iteration 43Q: 3 clusters Score -1237894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1237896.625000 Penalty: 4662.589355
	Iteration 44Q: 3 clusters Score -1237897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1237899.750000 Penalty: 4662.589355
	Iteration 45Q: 3 clusters Score -1237900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1237905.875000 Penalty: 4662.589355
	Iteration 46Q: 3 clusters Score -1237906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1237913.875000 Penalty: 4662.589355
	Iteration 47Q: 3 clusters Score -1237914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1237913.125000 Penalty: 4662.589355
	Iteration 48Q: 3 clusters Score -1237913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1237917.500000 Penalty: 4662.589355
	Iteration 49Q: 3 clusters Score -1237918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1237921.875000 Penalty: 4662.589355
	Iteration 50Q: 3 clusters Score -1237922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1237924.500000 Penalty: 4662.589355
	Iteration 51Q: 3 clusters Score -1237924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1237927.625000 Penalty: 4662.589355
	Iteration 52Q: 3 clusters Score -1237928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1237932.500000 Penalty: 4662.589355
	Iteration 53Q: 3 clusters Score -1237932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1237937.750000 Penalty: 4662.589355
	Iteration 54Q: 3 clusters Score -1237938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1237944.875000 Penalty: 4662.589355
	Iteration 55Q: 3 clusters Score -1237945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1237946.125000 Penalty: 4662.589355
	Iteration 56Q: 3 clusters Score -1237946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1237955.750000 Penalty: 4662.589355
	Iteration 57Q: 3 clusters Score -1237956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1237971.500000 Penalty: 4662.589355
	Iteration 58Q: 3 clusters Score -1237972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1237982.375000 Penalty: 4662.589355
	Iteration 59Q: 3 clusters Score -1237982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1237995.625000 Penalty: 4662.589355
	Iteration 60F: 3 clusters Score -1237996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1238011.875000 Penalty: 4662.589355
	Iteration 61Q: 3 clusters Score -1238012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1238031.875000 Penalty: 4662.589355
	Iteration 62Q: 3 clusters Score -1238032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1238044.500000 Penalty: 4662.589355
	Iteration 63Q: 3 clusters Score -1238044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1238065.625000 Penalty: 4662.589355
	Iteration 64Q: 3 clusters Score -1238066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1238077.250000 Penalty: 4662.589355
	Iteration 65Q: 3 clusters Score -1238077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1238095.625000 Penalty: 4662.589355
	Iteration 66Q: 3 clusters Score -1238096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1238107.625000 Penalty: 4662.589355
	Iteration 67Q: 3 clusters Score -1238108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1238123.375000 Penalty: 4662.589355
	Iteration 68Q: 3 clusters Score -1238123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1238134.500000 Penalty: 4662.589355
	Iteration 69Q: 3 clusters Score -1238134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1238146.750000 Penalty: 4662.589355
	Iteration 70Q: 3 clusters Score -1238147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1238158.875000 Penalty: 4662.589355
	Iteration 71Q: 3 clusters Score -1238159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1238168.500000 Penalty: 4662.589355
	Iteration 72Q: 3 clusters Score -1238168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1238178.500000 Penalty: 4662.589355
	Iteration 73Q: 3 clusters Score -1238178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1238182.125000 Penalty: 4662.589355
	Iteration 74Q: 3 clusters Score -1238182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1238190.875000 Penalty: 4662.589355
	Iteration 75Q: 3 clusters Score -1238191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1238197.375000 Penalty: 4662.589355
	Iteration 76Q: 3 clusters Score -1238197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1238204.000000 Penalty: 4662.589355
	Iteration 77Q: 3 clusters Score -1238204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1238213.250000 Penalty: 4662.589355
	Iteration 78Q: 3 clusters Score -1238213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1238226.250000 Penalty: 4662.589355
	Iteration 79Q: 3 clusters Score -1238226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1238233.250000 Penalty: 4662.589355
	Iteration 80F: 3 clusters Score -1238233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1238242.875000 Penalty: 4662.589355
	Iteration 81Q: 3 clusters Score -1238243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1238248.375000 Penalty: 4662.589355
	Iteration 82Q: 3 clusters Score -1238248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1238259.625000 Penalty: 4662.589355
	Iteration 83Q: 3 clusters Score -1238260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1238271.500000 Penalty: 4662.589355
	Iteration 84Q: 3 clusters Score -1238272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1238273.500000 Penalty: 4662.589355
	Iteration 85Q: 3 clusters Score -1238274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1238276.500000 Penalty: 4662.589355
	Iteration 86Q: 3 clusters Score -1238276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1238280.750000 Penalty: 4662.589355
	Iteration 87Q: 3 clusters Score -1238281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1238284.625000 Penalty: 4662.589355
	Iteration 88Q: 3 clusters Score -1238285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1238284.625000 Penalty: 4662.589355
	Iteration 89Q: 3 clusters Score -1238285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1238288.250000 Penalty: 4662.589355
	Iteration 90Q: 3 clusters Score -1238288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1238290.250000 Penalty: 4662.589355
	Iteration 91Q: 3 clusters Score -1238290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1238295.750000 Penalty: 4662.589355
	Iteration 92Q: 3 clusters Score -1238296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1238295.125000 Penalty: 4662.589355
	Iteration 93Q: 3 clusters Score -1238295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1238301.375000 Penalty: 4662.589355
	Iteration 94Q: 3 clusters Score -1238301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1238301.250000 Penalty: 4662.589355
	Iteration 95Q: 3 clusters Score -1238301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1238303.625000 Penalty: 4662.589355
	Iteration 96Q: 3 clusters Score -1238304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1238311.375000 Penalty: 4662.589355
	Iteration 97Q: 3 clusters Score -1238311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1238313.125000 Penalty: 4662.589355
	Iteration 98Q: 3 clusters Score -1238313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1238321.250000 Penalty: 4662.589355
	Iteration 99Q: 3 clusters Score -1238321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1238322.750000 Penalty: 4662.589355
	Iteration 100F: 3 clusters Score -1238323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1238329.500000 Penalty: 4662.589355
	Iteration 101Q: 3 clusters Score -1238330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1238337.250000 Penalty: 4662.589355
	Iteration 102Q: 3 clusters Score -1238337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1238340.000000 Penalty: 4662.589355
	Iteration 103Q: 3 clusters Score -1238340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1238347.375000 Penalty: 4662.589355
	Iteration 104Q: 3 clusters Score -1238347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1238347.750000 Penalty: 4662.589355
	Iteration 105Q: 3 clusters Score -1238348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1238355.500000 Penalty: 4662.589355
	Iteration 106Q: 3 clusters Score -1238356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1238355.250000 Penalty: 4662.589355
	Iteration 107Q: 3 clusters Score -1238355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1238367.875000 Penalty: 4662.589355
	Iteration 108Q: 3 clusters Score -1238368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1238369.375000 Penalty: 4662.589355
	Iteration 109Q: 3 clusters Score -1238369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1238373.000000 Penalty: 4662.589355
	Iteration 110Q: 3 clusters Score -1238373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1238381.375000 Penalty: 4662.589355
	Iteration 111Q: 3 clusters Score -1238381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1238393.375000 Penalty: 4662.589355
	Iteration 112Q: 3 clusters Score -1238393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1238413.000000 Penalty: 4662.589355
	Iteration 113Q: 3 clusters Score -1238413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1238423.375000 Penalty: 4662.589355
	Iteration 114Q: 3 clusters Score -1238423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1238439.000000 Penalty: 4662.589355
	Iteration 115Q: 3 clusters Score -1238439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1238458.750000 Penalty: 4662.589355
	Iteration 116Q: 3 clusters Score -1238459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1238484.875000 Penalty: 4662.589355
	Iteration 117Q: 3 clusters Score -1238485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1238532.500000 Penalty: 4662.589355
	Iteration 118Q: 3 clusters Score -1238532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1238587.250000 Penalty: 4662.589355
	Iteration 119Q: 3 clusters Score -1238587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1238622.375000 Penalty: 4662.589355
	Iteration 120F: 3 clusters Score -1238622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1238647.625000 Penalty: 4662.589355
	Iteration 121Q: 3 clusters Score -1238648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1238668.875000 Penalty: 4662.589355
	Iteration 122Q: 3 clusters Score -1238669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1238686.875000 Penalty: 4662.589355
	Iteration 123Q: 3 clusters Score -1238687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1238699.625000 Penalty: 4662.589355
	Iteration 124Q: 3 clusters Score -1238700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1238715.125000 Penalty: 4662.589355
	Iteration 125Q: 3 clusters Score -1238715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1238718.875000 Penalty: 4662.589355
	Iteration 126Q: 3 clusters Score -1238719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1238721.500000 Penalty: 4662.589355
	Iteration 127Q: 3 clusters Score -1238722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1238724.750000 Penalty: 4662.589355
	Iteration 128Q: 3 clusters Score -1238725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1238725.750000 Penalty: 4662.589355
	Iteration 129Q: 3 clusters Score -1238726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1238731.625000 Penalty: 4662.589355
	Iteration 130Q: 3 clusters Score -1238732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1238737.000000 Penalty: 4662.589355
	Iteration 131Q: 3 clusters Score -1238737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1238747.625000 Penalty: 4662.589355
	Iteration 132Q: 3 clusters Score -1238748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1238748.875000 Penalty: 4662.589355
	Iteration 133Q: 3 clusters Score -1238749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1238753.250000 Penalty: 4662.589355
	Iteration 134Q: 3 clusters Score -1238753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1238757.625000 Penalty: 4662.589355
	Iteration 135Q: 3 clusters Score -1238758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1238758.000000 Penalty: 4662.589355
	Iteration 136Q: 3 clusters Score -1238758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1238767.875000 Penalty: 4662.589355
	Iteration 137Q: 3 clusters Score -1238768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1238771.250000 Penalty: 4662.589355
	Iteration 138Q: 3 clusters Score -1238771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1238771.000000 Penalty: 4662.589355
	Iteration 139Q: 3 clusters Score -1238771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1238776.500000 Penalty: 4662.589355
	Iteration 140F: 3 clusters Score -1238776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1238781.625000 Penalty: 4662.589355
	Iteration 141Q: 3 clusters Score -1238782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1238785.250000 Penalty: 4662.589355
	Iteration 142Q: 3 clusters Score -1238785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1238792.250000 Penalty: 4662.589355
	Iteration 143Q: 3 clusters Score -1238792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1238802.000000 Penalty: 4662.589355
	Iteration 144Q: 3 clusters Score -1238802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1238808.000000 Penalty: 4662.589355
	Iteration 145Q: 3 clusters Score -1238808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1238819.125000 Penalty: 4662.589355
	Iteration 146Q: 3 clusters Score -1238819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1238824.875000 Penalty: 4662.589355
	Iteration 147Q: 3 clusters Score -1238825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1238830.875000 Penalty: 4662.589355
	Iteration 148Q: 3 clusters Score -1238831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1238836.375000 Penalty: 4662.589355
	Iteration 149Q: 3 clusters Score -1238836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1238841.625000 Penalty: 4662.589355
	Iteration 150Q: 3 clusters Score -1238842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1238847.625000 Penalty: 4662.589355
	Iteration 151Q: 3 clusters Score -1238848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1238851.000000 Penalty: 4662.589355
	Iteration 152Q: 3 clusters Score -1238851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1238855.500000 Penalty: 4662.589355
	Iteration 153Q: 3 clusters Score -1238856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1238860.375000 Penalty: 4662.589355
	Iteration 154Q: 3 clusters Score -1238860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1238868.125000 Penalty: 4662.589355
	Iteration 155Q: 3 clusters Score -1238868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1238872.375000 Penalty: 4662.589355
	Iteration 156Q: 3 clusters Score -1238872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1238873.500000 Penalty: 4662.589355
	Iteration 157Q: 3 clusters Score -1238874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1238877.000000 Penalty: 4662.589355
	Iteration 158Q: 3 clusters Score -1238877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1238883.375000 Penalty: 4662.589355
	Iteration 159Q: 3 clusters Score -1238883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1238888.625000 Penalty: 4662.589355
	Iteration 160F: 3 clusters Score -1238889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1238890.250000 Penalty: 4662.589355
	Iteration 161Q: 3 clusters Score -1238890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1238894.125000 Penalty: 4662.589355
	Iteration 162Q: 3 clusters Score -1238894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1238894.125000 Penalty: 4662.589355
	Iteration 163Q: 3 clusters Score -1238894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1238897.125000 Penalty: 4662.589355
	Iteration 164Q: 3 clusters Score -1238897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1238898.875000 Penalty: 4662.589355
	Iteration 165Q: 3 clusters Score -1238899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1238898.250000 Penalty: 4662.589355
	Iteration 166Q: 3 clusters Score -1238898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1238899.000000 Penalty: 4662.589355
	Iteration 167Q: 3 clusters Score -1238899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1238899.875000 Penalty: 4662.589355
	Iteration 168Q: 3 clusters Score -1238900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1238904.375000 Penalty: 4662.589355
	Iteration 169Q: 3 clusters Score -1238904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1238905.875000 Penalty: 4662.589355
	Iteration 170Q: 3 clusters Score -1238906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1238907.000000 Penalty: 4662.589355
	Iteration 171Q: 3 clusters Score -1238907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1238907.000000 Penalty: 4662.589355
	Iteration 172Q: 3 clusters Score -1238907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1238907.750000 Penalty: 4662.589355
	Iteration 173Q: 3 clusters Score -1238908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1238907.750000 Penalty: 4662.589355
	Iteration 174F: 3 clusters Score -1238908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Entering Unmasked Estep 
Score: -454490.218750 Penalty: 2143.930664
	Iteration 0F: 2 clusters Score -454490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -449688.562500 Penalty: 4287.861328
	Iteration 0F: 3 clusters Score -449688.6 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -451722.812500 Penalty: 4287.861328
	Iteration 1F: 3 clusters Score -451722.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -452798.781250 Penalty: 4287.861328
	Iteration 2F: 3 clusters Score -452798.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -453851.750000 Penalty: 4287.861328
	Iteration 3F: 3 clusters Score -453851.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -454701.062500 Penalty: 4287.861328
	Iteration 4F: 3 clusters Score -454701.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -455334.687500 Penalty: 4287.861328
	Iteration 5F: 3 clusters Score -455334.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -455764.312500 Penalty: 4287.861328
	Iteration 6F: 3 clusters Score -455764.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -456016.781250 Penalty: 4287.861328
	Iteration 7Q: 3 clusters Score -456016.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -456153.656250 Penalty: 4287.861328
	Iteration 8Q: 3 clusters Score -456153.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -456217.781250 Penalty: 4287.861328
	Iteration 9Q: 3 clusters Score -456217.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -456263.656250 Penalty: 4287.861328
	Iteration 10Q: 3 clusters Score -456263.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -456302.625000 Penalty: 4287.861328
	Iteration 11Q: 3 clusters Score -456302.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -456332.187500 Penalty: 4287.861328
	Iteration 12Q: 3 clusters Score -456332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -456359.843750 Penalty: 4287.861328
	Iteration 13Q: 3 clusters Score -456359.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -456386.093750 Penalty: 4287.861328
	Iteration 14Q: 3 clusters Score -456386.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -456406.812500 Penalty: 4287.861328
	Iteration 15Q: 3 clusters Score -456406.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -456428.406250 Penalty: 4287.861328
	Iteration 16Q: 3 clusters Score -456428.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -456440.437500 Penalty: 4287.861328
	Iteration 17Q: 3 clusters Score -456440.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -456455.656250 Penalty: 4287.861328
	Iteration 18Q: 3 clusters Score -456455.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -456466.406250 Penalty: 4287.861328
	Iteration 19Q: 3 clusters Score -456466.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -456476.625000 Penalty: 4287.861328
	Iteration 20F: 3 clusters Score -456476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -456480.406250 Penalty: 4287.861328
	Iteration 21Q: 3 clusters Score -456480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -456485.718750 Penalty: 4287.861328
	Iteration 22Q: 3 clusters Score -456485.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -456494.343750 Penalty: 4287.861328
	Iteration 23Q: 3 clusters Score -456494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -456496.937500 Penalty: 4287.861328
	Iteration 24Q: 3 clusters Score -456496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -456498.437500 Penalty: 4287.861328
	Iteration 25Q: 3 clusters Score -456498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -456499.843750 Penalty: 4287.861328
	Iteration 26Q: 3 clusters Score -456499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -456500.343750 Penalty: 4287.861328
	Iteration 27Q: 3 clusters Score -456500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -456501.593750 Penalty: 4287.861328
	Iteration 28Q: 3 clusters Score -456501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -456501.625000 Penalty: 4287.861328
	Iteration 29Q: 3 clusters Score -456501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -456505.000000 Penalty: 4287.861328
	Iteration 30Q: 3 clusters Score -456505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -456509.875000 Penalty: 4287.861328
	Iteration 31Q: 3 clusters Score -456509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -456512.125000 Penalty: 4287.861328
	Iteration 32Q: 3 clusters Score -456512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -456516.562500 Penalty: 4287.861328
	Iteration 33Q: 3 clusters Score -456516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -456518.218750 Penalty: 4287.861328
	Iteration 34Q: 3 clusters Score -456518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -456518.156250 Penalty: 4287.861328
	Iteration 35Q: 3 clusters Score -456518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -456518.156250 Penalty: 4287.861328
	Iteration 36F: 3 clusters Score -456518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 9481 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 582 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 2042 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 7979 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 5511 members 
Mstep: Class 86 contains 7040 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 3639 members 
Entering Unmasked Estep 
Score: -212174720.000000 Penalty: 316191.875000
Splitting cluster 55 changes total score from -212138608.000000 to -212174720.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 56 (8239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Entering Unmasked Estep 
Score: -899757.625000 Penalty: 2236.125244
	Iteration 0F: 2 clusters Score -899757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -893149.875000 Penalty: 4472.250488
	Iteration 0F: 3 clusters Score -893149.9 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -895125.250000 Penalty: 4472.250488
	Iteration 1F: 3 clusters Score -895125.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -895575.000000 Penalty: 4472.250488
	Iteration 2F: 3 clusters Score -895575 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -895990.687500 Penalty: 4472.250488
	Iteration 3F: 3 clusters Score -895990.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -896460.187500 Penalty: 4472.250488
	Iteration 4F: 3 clusters Score -896460.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -896988.625000 Penalty: 4472.250488
	Iteration 5F: 3 clusters Score -896988.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -897573.812500 Penalty: 4472.250488
	Iteration 6F: 3 clusters Score -897573.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -898035.375000 Penalty: 4472.250488
	Iteration 7F: 3 clusters Score -898035.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -898379.125000 Penalty: 4472.250488
	Iteration 8Q: 3 clusters Score -898379.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -898607.312500 Penalty: 4472.250488
	Iteration 9Q: 3 clusters Score -898607.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -898782.375000 Penalty: 4472.250488
	Iteration 10Q: 3 clusters Score -898782.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -898910.562500 Penalty: 4472.250488
	Iteration 11Q: 3 clusters Score -898910.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -898986.125000 Penalty: 4472.250488
	Iteration 12Q: 3 clusters Score -898986.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -899030.437500 Penalty: 4472.250488
	Iteration 13Q: 3 clusters Score -899030.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -899058.437500 Penalty: 4472.250488
	Iteration 14Q: 3 clusters Score -899058.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -899072.875000 Penalty: 4472.250488
	Iteration 15Q: 3 clusters Score -899072.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -899079.187500 Penalty: 4472.250488
	Iteration 16Q: 3 clusters Score -899079.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -899085.062500 Penalty: 4472.250488
	Iteration 17Q: 3 clusters Score -899085.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -899091.562500 Penalty: 4472.250488
	Iteration 18Q: 3 clusters Score -899091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -899091.500000 Penalty: 4472.250488
	Iteration 19Q: 3 clusters Score -899091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -899096.750000 Penalty: 4472.250488
	Iteration 20F: 3 clusters Score -899096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -899097.812500 Penalty: 4472.250488
	Iteration 21Q: 3 clusters Score -899097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -899098.187500 Penalty: 4472.250488
	Iteration 22Q: 3 clusters Score -899098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -899100.875000 Penalty: 4472.250488
	Iteration 23Q: 3 clusters Score -899100.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -899100.937500 Penalty: 4472.250488
	Iteration 24Q: 3 clusters Score -899100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -899102.937500 Penalty: 4472.250488
	Iteration 25Q: 3 clusters Score -899102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -899102.312500 Penalty: 4472.250488
	Iteration 26Q: 3 clusters Score -899102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -899104.250000 Penalty: 4472.250488
	Iteration 27Q: 3 clusters Score -899104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -899104.625000 Penalty: 4472.250488
	Iteration 28Q: 3 clusters Score -899104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -899105.812500 Penalty: 4472.250488
	Iteration 29Q: 3 clusters Score -899105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -899106.187500 Penalty: 4472.250488
	Iteration 30Q: 3 clusters Score -899106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -899106.875000 Penalty: 4472.250488
	Iteration 31Q: 3 clusters Score -899106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -899109.437500 Penalty: 4472.250488
	Iteration 32Q: 3 clusters Score -899109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -899109.000000 Penalty: 4472.250488
	Iteration 33Q: 3 clusters Score -899109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -899109.687500 Penalty: 4472.250488
	Iteration 34Q: 3 clusters Score -899109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -899110.000000 Penalty: 4472.250488
	Iteration 35Q: 3 clusters Score -899110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -899110.812500 Penalty: 4472.250488
	Iteration 36Q: 3 clusters Score -899110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -899113.750000 Penalty: 4472.250488
	Iteration 37Q: 3 clusters Score -899113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -899117.125000 Penalty: 4472.250488
	Iteration 38Q: 3 clusters Score -899117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -899119.375000 Penalty: 4472.250488
	Iteration 39Q: 3 clusters Score -899119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -899118.375000 Penalty: 4472.250488
	Iteration 40F: 3 clusters Score -899118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -899121.937500 Penalty: 4472.250488
	Iteration 41Q: 3 clusters Score -899121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -899122.375000 Penalty: 4472.250488
	Iteration 42Q: 3 clusters Score -899122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -899123.187500 Penalty: 4472.250488
	Iteration 43Q: 3 clusters Score -899123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -899122.500000 Penalty: 4472.250488
	Iteration 44Q: 3 clusters Score -899122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -899122.625000 Penalty: 4472.250488
	Iteration 45Q: 3 clusters Score -899122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -899123.250000 Penalty: 4472.250488
	Iteration 46Q: 3 clusters Score -899123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -899125.000000 Penalty: 4472.250488
	Iteration 47Q: 3 clusters Score -899125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -899124.187500 Penalty: 4472.250488
	Iteration 48Q: 3 clusters Score -899124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -899126.000000 Penalty: 4472.250488
	Iteration 49Q: 3 clusters Score -899126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -899125.500000 Penalty: 4472.250488
	Iteration 50Q: 3 clusters Score -899125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -899128.375000 Penalty: 4472.250488
	Iteration 51Q: 3 clusters Score -899128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -899128.437500 Penalty: 4472.250488
	Iteration 52Q: 3 clusters Score -899128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -899128.687500 Penalty: 4472.250488
	Iteration 53Q: 3 clusters Score -899128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -899128.687500 Penalty: 4472.250488
	Iteration 54F: 3 clusters Score -899128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -396632.812500 Penalty: 2040.256592
	Iteration 0F: 2 clusters Score -396632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -392960.000000 Penalty: 4080.513184
	Iteration 0F: 3 clusters Score -392960 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -394038.750000 Penalty: 4080.513184
	Iteration 1F: 3 clusters Score -394038.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -394579.156250 Penalty: 4080.513184
	Iteration 2F: 3 clusters Score -394579.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -395031.250000 Penalty: 4080.513184
	Iteration 3F: 3 clusters Score -395031.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -395362.437500 Penalty: 4080.513184
	Iteration 4F: 3 clusters Score -395362.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -395534.843750 Penalty: 4080.513184
	Iteration 5F: 3 clusters Score -395534.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -395649.125000 Penalty: 4080.513184
	Iteration 6Q: 3 clusters Score -395649.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -395722.562500 Penalty: 4080.513184
	Iteration 7Q: 3 clusters Score -395722.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -395798.812500 Penalty: 4080.513184
	Iteration 8Q: 3 clusters Score -395798.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -395858.218750 Penalty: 4080.513184
	Iteration 9Q: 3 clusters Score -395858.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -395897.000000 Penalty: 4080.513184
	Iteration 10Q: 3 clusters Score -395897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -395926.375000 Penalty: 4080.513184
	Iteration 11Q: 3 clusters Score -395926.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -395943.812500 Penalty: 4080.513184
	Iteration 12Q: 3 clusters Score -395943.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -395960.406250 Penalty: 4080.513184
	Iteration 13Q: 3 clusters Score -395960.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -395979.781250 Penalty: 4080.513184
	Iteration 14Q: 3 clusters Score -395979.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -395999.375000 Penalty: 4080.513184
	Iteration 15Q: 3 clusters Score -395999.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -396020.343750 Penalty: 4080.513184
	Iteration 16Q: 3 clusters Score -396020.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -396039.687500 Penalty: 4080.513184
	Iteration 17Q: 3 clusters Score -396039.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -396058.250000 Penalty: 4080.513184
	Iteration 18Q: 3 clusters Score -396058.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -396073.625000 Penalty: 4080.513184
	Iteration 19Q: 3 clusters Score -396073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -396087.750000 Penalty: 4080.513184
	Iteration 20F: 3 clusters Score -396087.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -396106.250000 Penalty: 4080.513184
	Iteration 21Q: 3 clusters Score -396106.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -396121.843750 Penalty: 4080.513184
	Iteration 22Q: 3 clusters Score -396121.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -396140.531250 Penalty: 4080.513184
	Iteration 23Q: 3 clusters Score -396140.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -396162.375000 Penalty: 4080.513184
	Iteration 24Q: 3 clusters Score -396162.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -396184.625000 Penalty: 4080.513184
	Iteration 25Q: 3 clusters Score -396184.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -396209.156250 Penalty: 4080.513184
	Iteration 26Q: 3 clusters Score -396209.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -396236.625000 Penalty: 4080.513184
	Iteration 27Q: 3 clusters Score -396236.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -396259.687500 Penalty: 4080.513184
	Iteration 28Q: 3 clusters Score -396259.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -396275.968750 Penalty: 4080.513184
	Iteration 29Q: 3 clusters Score -396276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -396283.937500 Penalty: 4080.513184
	Iteration 30Q: 3 clusters Score -396283.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -396297.031250 Penalty: 4080.513184
	Iteration 31Q: 3 clusters Score -396297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -396305.125000 Penalty: 4080.513184
	Iteration 32Q: 3 clusters Score -396305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -396311.250000 Penalty: 4080.513184
	Iteration 33Q: 3 clusters Score -396311.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -396326.125000 Penalty: 4080.513184
	Iteration 34Q: 3 clusters Score -396326.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -396338.937500 Penalty: 4080.513184
	Iteration 35Q: 3 clusters Score -396338.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -396345.718750 Penalty: 4080.513184
	Iteration 36Q: 3 clusters Score -396345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -396351.781250 Penalty: 4080.513184
	Iteration 37Q: 3 clusters Score -396351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -396358.093750 Penalty: 4080.513184
	Iteration 38Q: 3 clusters Score -396358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -396363.218750 Penalty: 4080.513184
	Iteration 39Q: 3 clusters Score -396363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -396364.968750 Penalty: 4080.513184
	Iteration 40F: 3 clusters Score -396365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -396365.437500 Penalty: 4080.513184
	Iteration 41Q: 3 clusters Score -396365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -396365.468750 Penalty: 4080.513184
	Iteration 42Q: 3 clusters Score -396365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -396365.468750 Penalty: 4080.513184
	Iteration 43F: 3 clusters Score -396365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1801352.625000 Penalty: 2394.160156
	Iteration 0F: 2 clusters Score -1801353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1790182.875000 Penalty: 4788.320312
	Iteration 0F: 3 clusters Score -1790183 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1793713.875000 Penalty: 4788.320312
	Iteration 1F: 3 clusters Score -1793714 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1794132.375000 Penalty: 4788.320312
	Iteration 2F: 3 clusters Score -1794132 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1794497.875000 Penalty: 4788.320312
	Iteration 3F: 3 clusters Score -1794498 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1794892.000000 Penalty: 4788.320312
	Iteration 4Q: 3 clusters Score -1794892 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1795277.875000 Penalty: 4788.320312
	Iteration 5Q: 3 clusters Score -1795278 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1795754.125000 Penalty: 4788.320312
	Iteration 6Q: 3 clusters Score -1795754 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1796326.125000 Penalty: 4788.320312
	Iteration 7Q: 3 clusters Score -1796326 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1796875.375000 Penalty: 4788.320312
	Iteration 8Q: 3 clusters Score -1796875 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1797398.000000 Penalty: 4788.320312
	Iteration 9Q: 3 clusters Score -1797398 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1797837.750000 Penalty: 4788.320312
	Iteration 10Q: 3 clusters Score -1797838 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1798231.125000 Penalty: 4788.320312
	Iteration 11Q: 3 clusters Score -1798231 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1798515.875000 Penalty: 4788.320312
	Iteration 12Q: 3 clusters Score -1798516 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1798727.125000 Penalty: 4788.320312
	Iteration 13Q: 3 clusters Score -1798727 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1798869.625000 Penalty: 4788.320312
	Iteration 14Q: 3 clusters Score -1798870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1798974.125000 Penalty: 4788.320312
	Iteration 15Q: 3 clusters Score -1798974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1799048.875000 Penalty: 4788.320312
	Iteration 16Q: 3 clusters Score -1799049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1799114.250000 Penalty: 4788.320312
	Iteration 17Q: 3 clusters Score -1799114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1799158.000000 Penalty: 4788.320312
	Iteration 18Q: 3 clusters Score -1799158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1799199.000000 Penalty: 4788.320312
	Iteration 19Q: 3 clusters Score -1799199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1799229.750000 Penalty: 4788.320312
	Iteration 20F: 3 clusters Score -1799230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1799243.875000 Penalty: 4788.320312
	Iteration 21Q: 3 clusters Score -1799244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1799258.000000 Penalty: 4788.320312
	Iteration 22Q: 3 clusters Score -1799258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1799263.750000 Penalty: 4788.320312
	Iteration 23Q: 3 clusters Score -1799264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1799275.500000 Penalty: 4788.320312
	Iteration 24Q: 3 clusters Score -1799276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1799280.000000 Penalty: 4788.320312
	Iteration 25Q: 3 clusters Score -1799280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1799287.625000 Penalty: 4788.320312
	Iteration 26Q: 3 clusters Score -1799288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1799292.875000 Penalty: 4788.320312
	Iteration 27Q: 3 clusters Score -1799293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1799290.625000 Penalty: 4788.320312
	Iteration 28Q: 3 clusters Score -1799291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1799292.625000 Penalty: 4788.320312
	Iteration 29Q: 3 clusters Score -1799293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1799292.625000 Penalty: 4788.320312
	Iteration 30Q: 3 clusters Score -1799293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1799291.000000 Penalty: 4788.320312
	Iteration 31Q: 3 clusters Score -1799291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1799291.625000 Penalty: 4788.320312
	Iteration 32Q: 3 clusters Score -1799292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1799294.125000 Penalty: 4788.320312
	Iteration 33Q: 3 clusters Score -1799294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1799296.500000 Penalty: 4788.320312
	Iteration 34Q: 3 clusters Score -1799296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1799297.750000 Penalty: 4788.320312
	Iteration 35Q: 3 clusters Score -1799298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1799296.375000 Penalty: 4788.320312
	Iteration 36Q: 3 clusters Score -1799296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1799296.375000 Penalty: 4788.320312
	Iteration 37F: 3 clusters Score -1799296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (31041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Entering Unmasked Estep 
Score: -3500071.000000 Penalty: 2565.079834
	Iteration 0F: 2 clusters Score -3500071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3478705.000000 Penalty: 5130.159668
	Iteration 0F: 3 clusters Score -3478705 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3486369.250000 Penalty: 5130.159668
	Iteration 1F: 3 clusters Score -3486369 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3487017.750000 Penalty: 5130.159668
	Iteration 2F: 3 clusters Score -3487018 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3487739.500000 Penalty: 5130.159668
	Iteration 3F: 3 clusters Score -3487740 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3488636.500000 Penalty: 5130.159668
	Iteration 4F: 3 clusters Score -3488636 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3489750.750000 Penalty: 5130.159668
	Iteration 5F: 3 clusters Score -3489751 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3490982.250000 Penalty: 5130.159668
	Iteration 6F: 3 clusters Score -3490982 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3492132.500000 Penalty: 5130.159668
	Iteration 7F: 3 clusters Score -3492132 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3493217.000000 Penalty: 5130.159668
	Iteration 8F: 3 clusters Score -3493217 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3494260.250000 Penalty: 5130.159668
	Iteration 9Q: 3 clusters Score -3494260 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3495337.000000 Penalty: 5130.159668
	Iteration 10Q: 3 clusters Score -3495337 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3496224.000000 Penalty: 5130.159668
	Iteration 11Q: 3 clusters Score -3496224 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3497014.250000 Penalty: 5130.159668
	Iteration 12Q: 3 clusters Score -3497014 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3497553.750000 Penalty: 5130.159668
	Iteration 13Q: 3 clusters Score -3497554 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3497934.250000 Penalty: 5130.159668
	Iteration 14Q: 3 clusters Score -3497934 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3498141.750000 Penalty: 5130.159668
	Iteration 15Q: 3 clusters Score -3498142 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3498290.500000 Penalty: 5130.159668
	Iteration 16Q: 3 clusters Score -3498290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3498384.750000 Penalty: 5130.159668
	Iteration 17Q: 3 clusters Score -3498385 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3498467.250000 Penalty: 5130.159668
	Iteration 18Q: 3 clusters Score -3498467 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3498530.500000 Penalty: 5130.159668
	Iteration 19Q: 3 clusters Score -3498530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3498573.750000 Penalty: 5130.159668
	Iteration 20F: 3 clusters Score -3498574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3498602.000000 Penalty: 5130.159668
	Iteration 21Q: 3 clusters Score -3498602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3498637.500000 Penalty: 5130.159668
	Iteration 22Q: 3 clusters Score -3498638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3498656.000000 Penalty: 5130.159668
	Iteration 23Q: 3 clusters Score -3498656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3498663.750000 Penalty: 5130.159668
	Iteration 24Q: 3 clusters Score -3498664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3498686.500000 Penalty: 5130.159668
	Iteration 25Q: 3 clusters Score -3498686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3498698.500000 Penalty: 5130.159668
	Iteration 26Q: 3 clusters Score -3498698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3498698.250000 Penalty: 5130.159668
	Iteration 27Q: 3 clusters Score -3498698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3498703.000000 Penalty: 5130.159668
	Iteration 28Q: 3 clusters Score -3498703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3498705.000000 Penalty: 5130.159668
	Iteration 29Q: 3 clusters Score -3498705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3498714.500000 Penalty: 5130.159668
	Iteration 30Q: 3 clusters Score -3498714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3498715.500000 Penalty: 5130.159668
	Iteration 31Q: 3 clusters Score -3498716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3498719.750000 Penalty: 5130.159668
	Iteration 32Q: 3 clusters Score -3498720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3498722.000000 Penalty: 5130.159668
	Iteration 33Q: 3 clusters Score -3498722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3498720.250000 Penalty: 5130.159668
	Iteration 34Q: 3 clusters Score -3498720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3498725.750000 Penalty: 5130.159668
	Iteration 35Q: 3 clusters Score -3498726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3498726.250000 Penalty: 5130.159668
	Iteration 36Q: 3 clusters Score -3498726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3498725.000000 Penalty: 5130.159668
	Iteration 37Q: 3 clusters Score -3498725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3498723.750000 Penalty: 5130.159668
	Iteration 38Q: 3 clusters Score -3498724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3498728.000000 Penalty: 5130.159668
	Iteration 39Q: 3 clusters Score -3498728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3498723.000000 Penalty: 5130.159668
	Iteration 40F: 3 clusters Score -3498723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3498730.000000 Penalty: 5130.159668
	Iteration 41Q: 3 clusters Score -3498730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3498729.250000 Penalty: 5130.159668
	Iteration 42Q: 3 clusters Score -3498729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3498734.250000 Penalty: 5130.159668
	Iteration 43Q: 3 clusters Score -3498734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3498728.500000 Penalty: 5130.159668
	Iteration 44Q: 3 clusters Score -3498728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3498732.000000 Penalty: 5130.159668
	Iteration 45Q: 3 clusters Score -3498732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3498728.000000 Penalty: 5130.159668
	Iteration 46Q: 3 clusters Score -3498728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3498729.750000 Penalty: 5130.159668
	Iteration 47Q: 3 clusters Score -3498730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3498730.750000 Penalty: 5130.159668
	Iteration 48Q: 3 clusters Score -3498731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3498731.250000 Penalty: 5130.159668
	Iteration 49Q: 3 clusters Score -3498731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3498734.250000 Penalty: 5130.159668
	Iteration 50Q: 3 clusters Score -3498734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3498736.000000 Penalty: 5130.159668
	Iteration 51Q: 3 clusters Score -3498736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3498732.750000 Penalty: 5130.159668
	Iteration 52Q: 3 clusters Score -3498733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3498736.250000 Penalty: 5130.159668
	Iteration 53Q: 3 clusters Score -3498736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3498730.250000 Penalty: 5130.159668
	Iteration 54Q: 3 clusters Score -3498730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3498733.250000 Penalty: 5130.159668
	Iteration 55Q: 3 clusters Score -3498733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3498736.750000 Penalty: 5130.159668
	Iteration 56Q: 3 clusters Score -3498737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3498737.750000 Penalty: 5130.159668
	Iteration 57Q: 3 clusters Score -3498738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3498739.250000 Penalty: 5130.159668
	Iteration 58Q: 3 clusters Score -3498739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3498738.250000 Penalty: 5130.159668
	Iteration 59Q: 3 clusters Score -3498738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3498738.250000 Penalty: 5130.159668
	Iteration 60F: 3 clusters Score -3498738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -818422.375000 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -818422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -812034.625000 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -812034.6 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -813996.375000 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -813996.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -814537.000000 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -814537 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -815081.687500 Penalty: 4456.346191
	Iteration 3F: 3 clusters Score -815081.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -815697.937500 Penalty: 4456.346191
	Iteration 4F: 3 clusters Score -815697.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -816816.312500 Penalty: 4456.346191
	Iteration 5F: 3 clusters Score -816816.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -817852.062500 Penalty: 4456.346191
	Iteration 6F: 3 clusters Score -817852.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -818502.375000 Penalty: 4456.346191
	Iteration 7F: 3 clusters Score -818502.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -818878.000000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -818878 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -819118.250000 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -819118.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -819302.625000 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -819302.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -819481.187500 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -819481.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -819624.625000 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -819624.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -819722.062500 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -819722.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -819807.375000 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -819807.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -819872.125000 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -819872.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -819917.625000 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -819917.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -819946.312500 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -819946.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -819966.125000 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -819966.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -819985.875000 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -819985.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -820007.750000 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -820007.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -820020.812500 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -820020.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -820033.000000 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -820033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -820047.312500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -820047.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -820051.812500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -820051.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -820055.687500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -820055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -820057.062500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -820057.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -820063.312500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -820063.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -820070.062500 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -820070.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -820074.875000 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -820074.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -820087.875000 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -820087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -820094.625000 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -820094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -820099.562500 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -820099.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -820106.187500 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -820106.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -820112.500000 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -820112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -820115.125000 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -820115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -820120.187500 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -820120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -820122.000000 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -820122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -820124.375000 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -820124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -820127.250000 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -820127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -820131.375000 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -820131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -820137.312500 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -820137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -820138.750000 Penalty: 4456.346191
	Iteration 42Q: 3 clusters Score -820138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -820141.812500 Penalty: 4456.346191
	Iteration 43Q: 3 clusters Score -820141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -820146.562500 Penalty: 4456.346191
	Iteration 44Q: 3 clusters Score -820146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -820148.875000 Penalty: 4456.346191
	Iteration 45Q: 3 clusters Score -820148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -820154.750000 Penalty: 4456.346191
	Iteration 46Q: 3 clusters Score -820154.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -820156.937500 Penalty: 4456.346191
	Iteration 47Q: 3 clusters Score -820156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -820158.687500 Penalty: 4456.346191
	Iteration 48Q: 3 clusters Score -820158.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -820158.687500 Penalty: 4456.346191
	Iteration 49Q: 3 clusters Score -820158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -820158.687500 Penalty: 4456.346191
	Iteration 50F: 3 clusters Score -820158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 9481 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 582 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 2042 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 1416 members 
Mstep: Class 61 contains 11256 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 5511 members 
Mstep: Class 86 contains 7040 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 3639 members 
Mstep: Class 89 contains 6563 members 
Entering Unmasked Estep 
Score: -212174912.000000 Penalty: 319784.968750
Splitting cluster 60 changes total score from -212138608.000000 to -212174912.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 61 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1148674.875000 Penalty: 2313.506836
	Iteration 0F: 2 clusters Score -1148675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1140264.125000 Penalty: 4627.013672
	Iteration 0F: 3 clusters Score -1140264 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1143284.750000 Penalty: 4627.013672
	Iteration 1F: 3 clusters Score -1143285 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1144322.125000 Penalty: 4627.013672
	Iteration 2F: 3 clusters Score -1144322 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1145159.125000 Penalty: 4627.013672
	Iteration 3F: 3 clusters Score -1145159 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1145790.625000 Penalty: 4627.013672
	Iteration 4F: 3 clusters Score -1145791 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1146233.875000 Penalty: 4627.013672
	Iteration 5F: 3 clusters Score -1146234 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1146597.375000 Penalty: 4627.013672
	Iteration 6Q: 3 clusters Score -1146597 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1146858.750000 Penalty: 4627.013672
	Iteration 7Q: 3 clusters Score -1146859 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1147061.500000 Penalty: 4627.013672
	Iteration 8Q: 3 clusters Score -1147062 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1147230.875000 Penalty: 4627.013672
	Iteration 9Q: 3 clusters Score -1147231 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1147390.500000 Penalty: 4627.013672
	Iteration 10Q: 3 clusters Score -1147390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1147571.125000 Penalty: 4627.013672
	Iteration 11Q: 3 clusters Score -1147571 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1147734.625000 Penalty: 4627.013672
	Iteration 12Q: 3 clusters Score -1147735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1147867.500000 Penalty: 4627.013672
	Iteration 13Q: 3 clusters Score -1147868 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1147991.250000 Penalty: 4627.013672
	Iteration 14Q: 3 clusters Score -1147991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1148082.750000 Penalty: 4627.013672
	Iteration 15Q: 3 clusters Score -1148083 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1148172.625000 Penalty: 4627.013672
	Iteration 16Q: 3 clusters Score -1148173 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1148267.125000 Penalty: 4627.013672
	Iteration 17Q: 3 clusters Score -1148267 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1148364.875000 Penalty: 4627.013672
	Iteration 18Q: 3 clusters Score -1148365 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1148460.500000 Penalty: 4627.013672
	Iteration 19Q: 3 clusters Score -1148460 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1148569.625000 Penalty: 4627.013672
	Iteration 20F: 3 clusters Score -1148570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1148689.375000 Penalty: 4627.013672
	Iteration 21Q: 3 clusters Score -1148689 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1148801.750000 Penalty: 4627.013672
	Iteration 22Q: 3 clusters Score -1148802 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1148931.375000 Penalty: 4627.013672
	Iteration 23Q: 3 clusters Score -1148931 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1149058.625000 Penalty: 4627.013672
	Iteration 24Q: 3 clusters Score -1149059 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1149162.000000 Penalty: 4627.013672
	Iteration 25Q: 3 clusters Score -1149162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1149245.125000 Penalty: 4627.013672
	Iteration 26Q: 3 clusters Score -1149245 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1149320.625000 Penalty: 4627.013672
	Iteration 27Q: 3 clusters Score -1149321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1149386.250000 Penalty: 4627.013672
	Iteration 28Q: 3 clusters Score -1149386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1149437.625000 Penalty: 4627.013672
	Iteration 29Q: 3 clusters Score -1149438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1149483.125000 Penalty: 4627.013672
	Iteration 30Q: 3 clusters Score -1149483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1149521.750000 Penalty: 4627.013672
	Iteration 31Q: 3 clusters Score -1149522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1149551.750000 Penalty: 4627.013672
	Iteration 32Q: 3 clusters Score -1149552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1149572.500000 Penalty: 4627.013672
	Iteration 33Q: 3 clusters Score -1149572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1149584.500000 Penalty: 4627.013672
	Iteration 34Q: 3 clusters Score -1149584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1149599.375000 Penalty: 4627.013672
	Iteration 35Q: 3 clusters Score -1149599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1149612.500000 Penalty: 4627.013672
	Iteration 36Q: 3 clusters Score -1149612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1149628.375000 Penalty: 4627.013672
	Iteration 37Q: 3 clusters Score -1149628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1149639.500000 Penalty: 4627.013672
	Iteration 38Q: 3 clusters Score -1149640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1149653.000000 Penalty: 4627.013672
	Iteration 39Q: 3 clusters Score -1149653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1149672.375000 Penalty: 4627.013672
	Iteration 40F: 3 clusters Score -1149672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1149686.125000 Penalty: 4627.013672
	Iteration 41Q: 3 clusters Score -1149686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1149698.750000 Penalty: 4627.013672
	Iteration 42Q: 3 clusters Score -1149699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1149713.375000 Penalty: 4627.013672
	Iteration 43Q: 3 clusters Score -1149713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1149733.000000 Penalty: 4627.013672
	Iteration 44Q: 3 clusters Score -1149733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1149741.000000 Penalty: 4627.013672
	Iteration 45Q: 3 clusters Score -1149741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1149756.500000 Penalty: 4627.013672
	Iteration 46Q: 3 clusters Score -1149756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1149765.375000 Penalty: 4627.013672
	Iteration 47Q: 3 clusters Score -1149765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1149781.625000 Penalty: 4627.013672
	Iteration 48Q: 3 clusters Score -1149782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1149790.125000 Penalty: 4627.013672
	Iteration 49Q: 3 clusters Score -1149790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1149796.375000 Penalty: 4627.013672
	Iteration 50Q: 3 clusters Score -1149796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1149803.000000 Penalty: 4627.013672
	Iteration 51Q: 3 clusters Score -1149803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1149812.125000 Penalty: 4627.013672
	Iteration 52Q: 3 clusters Score -1149812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1149816.875000 Penalty: 4627.013672
	Iteration 53Q: 3 clusters Score -1149817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1149821.625000 Penalty: 4627.013672
	Iteration 54Q: 3 clusters Score -1149822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1149825.750000 Penalty: 4627.013672
	Iteration 55Q: 3 clusters Score -1149826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1149830.000000 Penalty: 4627.013672
	Iteration 56Q: 3 clusters Score -1149830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1149831.000000 Penalty: 4627.013672
	Iteration 57Q: 3 clusters Score -1149831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1149831.125000 Penalty: 4627.013672
	Iteration 58Q: 3 clusters Score -1149831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1149831.625000 Penalty: 4627.013672
	Iteration 59Q: 3 clusters Score -1149832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1149830.750000 Penalty: 4627.013672
	Iteration 60F: 3 clusters Score -1149831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1149831.625000 Penalty: 4627.013672
	Iteration 61Q: 3 clusters Score -1149832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1149833.375000 Penalty: 4627.013672
	Iteration 62Q: 3 clusters Score -1149833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1149833.375000 Penalty: 4627.013672
	Iteration 63F: 3 clusters Score -1149833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 9481 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 582 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 2042 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 1416 members 
Mstep: Class 61 contains 3043 members 
Mstep: Class 62 contains 3489 members 
Mstep: Class 63 contains 1868 members 
Mstep: Class 64 contains 57192 members 
Mstep: Class 65 contains 5753 members 
Mstep: Class 66 contains 2395 members 
Mstep: Class 67 contains 7532 members 
Mstep: Class 68 contains 3827 members 
Mstep: Class 69 contains 7562 members 
Mstep: Class 70 contains 4033 members 
Mstep: Class 71 contains 4518 members 
Mstep: Class 72 contains 16781 members 
Mstep: Class 73 contains 16453 members 
Mstep: Class 74 contains 2136 members 
Mstep: Class 75 contains 3503 members 
Mstep: Class 76 contains 10568 members 
Mstep: Class 77 contains 40089 members 
Mstep: Class 78 contains 58858 members 
Mstep: Class 79 contains 9875 members 
Mstep: Class 80 contains 3518 members 
Mstep: Class 81 contains 243 members 
Mstep: Class 82 contains 3636 members 
Mstep: Class 83 contains 2352 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 5511 members 
Mstep: Class 86 contains 7040 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 3639 members 
Mstep: Class 89 contains 6563 members 
Mstep: Class 90 contains 8213 members 
Entering Unmasked Estep 
Score: -212175152.000000 Penalty: 323378.062500
Splitting cluster 61 changes total score from -212138608.000000 to -212175152.000000
So it's getting split into cluster 90.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 82291 members 
Mstep: Class 4 contains 23344 members 
Mstep: Class 5 contains 13734 members 
Mstep: Class 6 contains 60490 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 253736 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 20143 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 90153 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 41759 members 
Mstep: Class 26 contains 2213 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 180252 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 8145 members 
Mstep: Class 32 contains 15520 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 144512 members 
Mstep: Class 35 contains 27659 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 5154 members 
Mstep: Class 38 contains 28115 members 
Mstep: Class 39 contains 7372 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 22223 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 8624 members 
Mstep: Class 45 contains 28437 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 10127 members 
Mstep: Class 48 contains 42085 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 9481 members 
Mstep: Class 51 contains 20571 members 
Mstep: Class 52 contains 36087 members 
Mstep: Class 53 contains 582 members 
Mstep: Class 54 contains 12093 members 
Mstep: Class 55 contains 2042 members 
Mstep: Class 56 contains 8239 members 
Mstep: Class 57 contains 3740 members 
Mstep: Class 58 contains 15582 members 
Mstep: Class 59 contains 31041 members 
Mstep: Class 60 contains 1416 members 
Mstep: Class 61 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 87. Lose 3266.810791 but Gain 3593.093750
Score: -212201888.000000 Penalty: 319784.968750
Iteration 119Q: 90 clusters Score -2.122019e+08 nChanged 34955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 82840 members 
Mstep: Class 4 contains 24341 members 
Mstep: Class 5 contains 13646 members 
Mstep: Class 6 contains 60543 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 17811 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 254047 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 34394 members 
Mstep: Class 16 contains 5102 members 
Mstep: Class 17 contains 64985 members 
Mstep: Class 18 contains 19964 members 
Mstep: Class 19 contains 8406 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 13536 members 
Mstep: Class 22 contains 91128 members 
Mstep: Class 23 contains 14782 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41761 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 5859 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 180857 members 
Mstep: Class 30 contains 5497 members 
Mstep: Class 31 contains 8873 members 
Mstep: Class 32 contains 15888 members 
Mstep: Class 33 contains 127816 members 
Mstep: Class 34 contains 144333 members 
Mstep: Class 35 contains 27950 members 
Mstep: Class 36 contains 5456 members 
Mstep: Class 37 contains 5139 members 
Mstep: Class 38 contains 28019 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 21867 members 
Mstep: Class 42 contains 7361 members 
Mstep: Class 43 contains 9959 members 
Mstep: Class 44 contains 8784 members 
Mstep: Class 45 contains 28272 members 
Mstep: Class 46 contains 7182 members 
Mstep: Class 47 contains 10232 members 
Mstep: Class 48 contains 42104 members 
Mstep: Class 49 contains 12957 members 
Mstep: Class 50 contains 9339 members 
Mstep: Class 51 contains 20330 members 
Mstep: Class 52 contains 36373 members 
Mstep: Class 53 contains 645 members 
Mstep: Class 54 contains 12128 members 
Mstep: Class 55 contains 2153 members 
Mstep: Class 56 contains 8266 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 15583 members 
Mstep: Class 59 contains 31406 members 
Mstep: Class 60 contains 1676 members 
Mstep: Class 61 contains 3622 members 
Mstep: Class 62 contains 3358 members 
Mstep: Class 63 contains 1862 members 
Mstep: Class 64 contains 55945 members 
Mstep: Class 65 contains 5108 members 
Mstep: Class 66 contains 2380 members 
Mstep: Class 67 contains 7234 members 
Mstep: Class 68 contains 3765 members 
Mstep: Class 69 contains 7064 members 
Mstep: Class 70 contains 4120 members 
Mstep: Class 71 contains 4315 members 
Mstep: Class 72 contains 15766 members 
Mstep: Class 73 contains 16153 members 
Mstep: Class 74 contains 2062 members 
Mstep: Class 75 contains 3374 members 
Mstep: Class 76 contains 10297 members 
Mstep: Class 77 contains 38159 members 
Mstep: Class 78 contains 57604 members 
Mstep: Class 79 contains 9617 members 
Mstep: Class 80 contains 3633 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3258 members 
Mstep: Class 83 contains 2257 members 
Mstep: Class 84 contains 1757 members 
Mstep: Class 85 contains 5131 members 
Mstep: Class 86 contains 6663 members 
Mstep: Class 88 contains 3527 members 
Mstep: Class 89 contains 6314 members 
Mstep: Class 90 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212226656.000000 Penalty: 319784.968750
Iteration 120F: 90 clusters Score -2.122267e+08 nChanged 28643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 82394 members 
Mstep: Class 4 contains 24535 members 
Mstep: Class 5 contains 13565 members 
Mstep: Class 6 contains 60482 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 254154 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 8468 members 
Mstep: Class 15 contains 33183 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 64047 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 8459 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 13665 members 
Mstep: Class 22 contains 91748 members 
Mstep: Class 23 contains 14454 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41748 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 5802 members 
Mstep: Class 28 contains 9462 members 
Mstep: Class 29 contains 179678 members 
Mstep: Class 30 contains 5870 members 
Mstep: Class 31 contains 9355 members 
Mstep: Class 32 contains 15207 members 
Mstep: Class 33 contains 127981 members 
Mstep: Class 34 contains 144097 members 
Mstep: Class 35 contains 27393 members 
Mstep: Class 36 contains 5562 members 
Mstep: Class 37 contains 5137 members 
Mstep: Class 38 contains 27988 members 
Mstep: Class 39 contains 7478 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 21589 members 
Mstep: Class 42 contains 7260 members 
Mstep: Class 43 contains 9623 members 
Mstep: Class 44 contains 8251 members 
Mstep: Class 45 contains 27941 members 
Mstep: Class 46 contains 7216 members 
Mstep: Class 47 contains 10073 members 
Mstep: Class 48 contains 42106 members 
Mstep: Class 49 contains 12430 members 
Mstep: Class 50 contains 9325 members 
Mstep: Class 51 contains 20125 members 
Mstep: Class 52 contains 36158 members 
Mstep: Class 53 contains 668 members 
Mstep: Class 54 contains 11993 members 
Mstep: Class 55 contains 2107 members 
Mstep: Class 56 contains 8255 members 
Mstep: Class 57 contains 3791 members 
Mstep: Class 58 contains 15591 members 
Mstep: Class 59 contains 30981 members 
Mstep: Class 60 contains 1774 members 
Mstep: Class 61 contains 3957 members 
Mstep: Class 62 contains 3437 members 
Mstep: Class 63 contains 1866 members 
Mstep: Class 64 contains 55695 members 
Mstep: Class 65 contains 5252 members 
Mstep: Class 66 contains 2414 members 
Mstep: Class 67 contains 7616 members 
Mstep: Class 68 contains 4467 members 
Mstep: Class 69 contains 7380 members 
Mstep: Class 70 contains 4345 members 
Mstep: Class 71 contains 4859 members 
Mstep: Class 72 contains 16297 members 
Mstep: Class 73 contains 16213 members 
Mstep: Class 74 contains 2203 members 
Mstep: Class 75 contains 3550 members 
Mstep: Class 76 contains 10487 members 
Mstep: Class 77 contains 38265 members 
Mstep: Class 78 contains 57808 members 
Mstep: Class 79 contains 9499 members 
Mstep: Class 80 contains 3923 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3478 members 
Mstep: Class 83 contains 2440 members 
Mstep: Class 84 contains 1845 members 
Mstep: Class 85 contains 5419 members 
Mstep: Class 86 contains 6827 members 
Mstep: Class 88 contains 3933 members 
Mstep: Class 89 contains 6744 members 
Mstep: Class 90 contains 7933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212233184.000000 Penalty: 319784.968750
Iteration 121Q: 90 clusters Score -2.122332e+08 nChanged 17649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1278 members 
Mstep: Class 3 contains 82050 members 
Mstep: Class 4 contains 24696 members 
Mstep: Class 5 contains 13485 members 
Mstep: Class 6 contains 60429 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 17617 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 15211 members 
Mstep: Class 11 contains 6209 members 
Mstep: Class 12 contains 254216 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 32211 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 63091 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 5751 members 
Mstep: Class 21 contains 13821 members 
Mstep: Class 22 contains 92475 members 
Mstep: Class 23 contains 14208 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41714 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 5772 members 
Mstep: Class 28 contains 9486 members 
Mstep: Class 29 contains 178872 members 
Mstep: Class 30 contains 6170 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 14874 members 
Mstep: Class 33 contains 128197 members 
Mstep: Class 34 contains 143850 members 
Mstep: Class 35 contains 27054 members 
Mstep: Class 36 contains 5638 members 
Mstep: Class 37 contains 5165 members 
Mstep: Class 38 contains 27934 members 
Mstep: Class 39 contains 7514 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 21381 members 
Mstep: Class 42 contains 7221 members 
Mstep: Class 43 contains 9513 members 
Mstep: Class 44 contains 7987 members 
Mstep: Class 45 contains 27636 members 
Mstep: Class 46 contains 7268 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 42105 members 
Mstep: Class 49 contains 12239 members 
Mstep: Class 50 contains 9326 members 
Mstep: Class 51 contains 20012 members 
Mstep: Class 52 contains 36013 members 
Mstep: Class 53 contains 686 members 
Mstep: Class 54 contains 11922 members 
Mstep: Class 55 contains 2161 members 
Mstep: Class 56 contains 8238 members 
Mstep: Class 57 contains 3786 members 
Mstep: Class 58 contains 15595 members 
Mstep: Class 59 contains 30644 members 
Mstep: Class 60 contains 1845 members 
Mstep: Class 61 contains 4198 members 
Mstep: Class 62 contains 3499 members 
Mstep: Class 63 contains 1873 members 
Mstep: Class 64 contains 55462 members 
Mstep: Class 65 contains 5266 members 
Mstep: Class 66 contains 2423 members 
Mstep: Class 67 contains 7890 members 
Mstep: Class 68 contains 4942 members 
Mstep: Class 69 contains 7549 members 
Mstep: Class 70 contains 4540 members 
Mstep: Class 71 contains 5169 members 
Mstep: Class 72 contains 16597 members 
Mstep: Class 73 contains 16269 members 
Mstep: Class 74 contains 2279 members 
Mstep: Class 75 contains 3659 members 
Mstep: Class 76 contains 10576 members 
Mstep: Class 77 contains 38083 members 
Mstep: Class 78 contains 57793 members 
Mstep: Class 79 contains 9421 members 
Mstep: Class 80 contains 4016 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3602 members 
Mstep: Class 83 contains 2550 members 
Mstep: Class 84 contains 1869 members 
Mstep: Class 85 contains 5727 members 
Mstep: Class 86 contains 6909 members 
Mstep: Class 88 contains 4144 members 
Mstep: Class 89 contains 7037 members 
Mstep: Class 90 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212237488.000000 Penalty: 319784.968750
Iteration 122Q: 90 clusters Score -2.122375e+08 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 81786 members 
Mstep: Class 4 contains 24871 members 
Mstep: Class 5 contains 13418 members 
Mstep: Class 6 contains 60373 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 17585 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 254273 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 31294 members 
Mstep: Class 16 contains 6122 members 
Mstep: Class 17 contains 62183 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 5747 members 
Mstep: Class 21 contains 14012 members 
Mstep: Class 22 contains 93214 members 
Mstep: Class 23 contains 14014 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41675 members 
Mstep: Class 26 contains 1890 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 9513 members 
Mstep: Class 29 contains 178230 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 10216 members 
Mstep: Class 32 contains 14656 members 
Mstep: Class 33 contains 128381 members 
Mstep: Class 34 contains 143641 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 5704 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 27859 members 
Mstep: Class 39 contains 7535 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 21214 members 
Mstep: Class 42 contains 7202 members 
Mstep: Class 43 contains 9476 members 
Mstep: Class 44 contains 7822 members 
Mstep: Class 45 contains 27370 members 
Mstep: Class 46 contains 7321 members 
Mstep: Class 47 contains 9868 members 
Mstep: Class 48 contains 42109 members 
Mstep: Class 49 contains 12157 members 
Mstep: Class 50 contains 9334 members 
Mstep: Class 51 contains 19858 members 
Mstep: Class 52 contains 35862 members 
Mstep: Class 53 contains 693 members 
Mstep: Class 54 contains 11887 members 
Mstep: Class 55 contains 2209 members 
Mstep: Class 56 contains 8213 members 
Mstep: Class 57 contains 3772 members 
Mstep: Class 58 contains 15604 members 
Mstep: Class 59 contains 30368 members 
Mstep: Class 60 contains 1901 members 
Mstep: Class 61 contains 4412 members 
Mstep: Class 62 contains 3532 members 
Mstep: Class 63 contains 1879 members 
Mstep: Class 64 contains 55244 members 
Mstep: Class 65 contains 5262 members 
Mstep: Class 66 contains 2426 members 
Mstep: Class 67 contains 8098 members 
Mstep: Class 68 contains 5346 members 
Mstep: Class 69 contains 7665 members 
Mstep: Class 70 contains 4756 members 
Mstep: Class 71 contains 5344 members 
Mstep: Class 72 contains 16833 members 
Mstep: Class 73 contains 16309 members 
Mstep: Class 74 contains 2333 members 
Mstep: Class 75 contains 3747 members 
Mstep: Class 76 contains 10634 members 
Mstep: Class 77 contains 37906 members 
Mstep: Class 78 contains 57738 members 
Mstep: Class 79 contains 9370 members 
Mstep: Class 80 contains 4032 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3640 members 
Mstep: Class 83 contains 2641 members 
Mstep: Class 84 contains 1889 members 
Mstep: Class 85 contains 6099 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 88 contains 4285 members 
Mstep: Class 89 contains 7230 members 
Mstep: Class 90 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212240896.000000 Penalty: 319784.968750
Iteration 123Q: 90 clusters Score -2.122409e+08 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 81597 members 
Mstep: Class 4 contains 25013 members 
Mstep: Class 5 contains 13354 members 
Mstep: Class 6 contains 60322 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 17566 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 254332 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 30397 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 61313 members 
Mstep: Class 18 contains 19738 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 14155 members 
Mstep: Class 22 contains 93921 members 
Mstep: Class 23 contains 13841 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41633 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 5756 members 
Mstep: Class 28 contains 9542 members 
Mstep: Class 29 contains 177747 members 
Mstep: Class 30 contains 6718 members 
Mstep: Class 31 contains 10538 members 
Mstep: Class 32 contains 14490 members 
Mstep: Class 33 contains 128607 members 
Mstep: Class 34 contains 143452 members 
Mstep: Class 35 contains 26586 members 
Mstep: Class 36 contains 5765 members 
Mstep: Class 37 contains 5256 members 
Mstep: Class 38 contains 27757 members 
Mstep: Class 39 contains 7553 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 21106 members 
Mstep: Class 42 contains 7147 members 
Mstep: Class 43 contains 9494 members 
Mstep: Class 44 contains 7704 members 
Mstep: Class 45 contains 27142 members 
Mstep: Class 46 contains 7356 members 
Mstep: Class 47 contains 9805 members 
Mstep: Class 48 contains 42119 members 
Mstep: Class 49 contains 12099 members 
Mstep: Class 50 contains 9314 members 
Mstep: Class 51 contains 19763 members 
Mstep: Class 52 contains 35720 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 11847 members 
Mstep: Class 55 contains 2246 members 
Mstep: Class 56 contains 8190 members 
Mstep: Class 57 contains 3764 members 
Mstep: Class 58 contains 15619 members 
Mstep: Class 59 contains 30085 members 
Mstep: Class 60 contains 1939 members 
Mstep: Class 61 contains 4574 members 
Mstep: Class 62 contains 3551 members 
Mstep: Class 63 contains 1883 members 
Mstep: Class 64 contains 55114 members 
Mstep: Class 65 contains 5268 members 
Mstep: Class 66 contains 2421 members 
Mstep: Class 67 contains 8248 members 
Mstep: Class 68 contains 5660 members 
Mstep: Class 69 contains 7751 members 
Mstep: Class 70 contains 4965 members 
Mstep: Class 71 contains 5472 members 
Mstep: Class 72 contains 17078 members 
Mstep: Class 73 contains 16349 members 
Mstep: Class 74 contains 2381 members 
Mstep: Class 75 contains 3817 members 
Mstep: Class 76 contains 10689 members 
Mstep: Class 77 contains 37720 members 
Mstep: Class 78 contains 57667 members 
Mstep: Class 79 contains 9346 members 
Mstep: Class 80 contains 4012 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3721 members 
Mstep: Class 83 contains 2694 members 
Mstep: Class 84 contains 1896 members 
Mstep: Class 85 contains 6563 members 
Mstep: Class 86 contains 6981 members 
Mstep: Class 88 contains 4359 members 
Mstep: Class 89 contains 7380 members 
Mstep: Class 90 contains 8291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212242864.000000 Penalty: 319784.968750
Iteration 124Q: 90 clusters Score -2.122429e+08 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1326 members 
Mstep: Class 3 contains 81430 members 
Mstep: Class 4 contains 25114 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 60276 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 254390 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 8662 members 
Mstep: Class 15 contains 29506 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 60493 members 
Mstep: Class 18 contains 19732 members 
Mstep: Class 19 contains 8653 members 
Mstep: Class 20 contains 5740 members 
Mstep: Class 21 contains 14293 members 
Mstep: Class 22 contains 94598 members 
Mstep: Class 23 contains 13702 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41582 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 9563 members 
Mstep: Class 29 contains 177342 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 10826 members 
Mstep: Class 32 contains 14361 members 
Mstep: Class 33 contains 128811 members 
Mstep: Class 34 contains 143282 members 
Mstep: Class 35 contains 26437 members 
Mstep: Class 36 contains 5813 members 
Mstep: Class 37 contains 5306 members 
Mstep: Class 38 contains 27657 members 
Mstep: Class 39 contains 7574 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 21031 members 
Mstep: Class 42 contains 7119 members 
Mstep: Class 43 contains 9507 members 
Mstep: Class 44 contains 7602 members 
Mstep: Class 45 contains 26959 members 
Mstep: Class 46 contains 7380 members 
Mstep: Class 47 contains 9743 members 
Mstep: Class 48 contains 42133 members 
Mstep: Class 49 contains 12079 members 
Mstep: Class 50 contains 9285 members 
Mstep: Class 51 contains 19681 members 
Mstep: Class 52 contains 35599 members 
Mstep: Class 53 contains 704 members 
Mstep: Class 54 contains 11811 members 
Mstep: Class 55 contains 2297 members 
Mstep: Class 56 contains 8160 members 
Mstep: Class 57 contains 3753 members 
Mstep: Class 58 contains 15619 members 
Mstep: Class 59 contains 29843 members 
Mstep: Class 60 contains 1956 members 
Mstep: Class 61 contains 4699 members 
Mstep: Class 62 contains 3572 members 
Mstep: Class 63 contains 1884 members 
Mstep: Class 64 contains 55014 members 
Mstep: Class 65 contains 5269 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 8351 members 
Mstep: Class 68 contains 5935 members 
Mstep: Class 69 contains 7813 members 
Mstep: Class 70 contains 5145 members 
Mstep: Class 71 contains 5545 members 
Mstep: Class 72 contains 17269 members 
Mstep: Class 73 contains 16394 members 
Mstep: Class 74 contains 2410 members 
Mstep: Class 75 contains 3892 members 
Mstep: Class 76 contains 10733 members 
Mstep: Class 77 contains 37600 members 
Mstep: Class 78 contains 57582 members 
Mstep: Class 79 contains 9320 members 
Mstep: Class 80 contains 3983 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3765 members 
Mstep: Class 83 contains 2737 members 
Mstep: Class 84 contains 1903 members 
Mstep: Class 85 contains 7134 members 
Mstep: Class 86 contains 6988 members 
Mstep: Class 88 contains 4409 members 
Mstep: Class 89 contains 7488 members 
Mstep: Class 90 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212244656.000000 Penalty: 319784.968750
Iteration 125Q: 90 clusters Score -2.122447e+08 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 81274 members 
Mstep: Class 4 contains 25205 members 
Mstep: Class 5 contains 13258 members 
Mstep: Class 6 contains 60255 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 17554 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 14962 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 254443 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 8695 members 
Mstep: Class 15 contains 28484 members 
Mstep: Class 16 contains 6503 members 
Mstep: Class 17 contains 59750 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 8694 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 14423 members 
Mstep: Class 22 contains 95183 members 
Mstep: Class 23 contains 13568 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41535 members 
Mstep: Class 26 contains 1842 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 9576 members 
Mstep: Class 29 contains 176998 members 
Mstep: Class 30 contains 7130 members 
Mstep: Class 31 contains 11036 members 
Mstep: Class 32 contains 14264 members 
Mstep: Class 33 contains 129040 members 
Mstep: Class 34 contains 143129 members 
Mstep: Class 35 contains 26308 members 
Mstep: Class 36 contains 5847 members 
Mstep: Class 37 contains 5335 members 
Mstep: Class 38 contains 27561 members 
Mstep: Class 39 contains 7597 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20985 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 9527 members 
Mstep: Class 44 contains 7529 members 
Mstep: Class 45 contains 26775 members 
Mstep: Class 46 contains 7411 members 
Mstep: Class 47 contains 9695 members 
Mstep: Class 48 contains 42141 members 
Mstep: Class 49 contains 12023 members 
Mstep: Class 50 contains 9254 members 
Mstep: Class 51 contains 19630 members 
Mstep: Class 52 contains 35508 members 
Mstep: Class 53 contains 708 members 
Mstep: Class 54 contains 11785 members 
Mstep: Class 55 contains 2341 members 
Mstep: Class 56 contains 8137 members 
Mstep: Class 57 contains 3750 members 
Mstep: Class 58 contains 15628 members 
Mstep: Class 59 contains 29554 members 
Mstep: Class 60 contains 1976 members 
Mstep: Class 61 contains 4793 members 
Mstep: Class 62 contains 3599 members 
Mstep: Class 63 contains 1886 members 
Mstep: Class 64 contains 54959 members 
Mstep: Class 65 contains 5265 members 
Mstep: Class 66 contains 2422 members 
Mstep: Class 67 contains 8431 members 
Mstep: Class 68 contains 6165 members 
Mstep: Class 69 contains 7870 members 
Mstep: Class 70 contains 5307 members 
Mstep: Class 71 contains 5611 members 
Mstep: Class 72 contains 17466 members 
Mstep: Class 73 contains 16434 members 
Mstep: Class 74 contains 2438 members 
Mstep: Class 75 contains 3949 members 
Mstep: Class 76 contains 10774 members 
Mstep: Class 77 contains 37485 members 
Mstep: Class 78 contains 57519 members 
Mstep: Class 79 contains 9309 members 
Mstep: Class 80 contains 3962 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3812 members 
Mstep: Class 83 contains 2774 members 
Mstep: Class 84 contains 1920 members 
Mstep: Class 85 contains 7925 members 
Mstep: Class 86 contains 6992 members 
Mstep: Class 88 contains 4452 members 
Mstep: Class 89 contains 7582 members 
Mstep: Class 90 contains 8402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212248640.000000 Penalty: 319784.968750
Iteration 126Q: 90 clusters Score -2.122486e+08 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 81171 members 
Mstep: Class 4 contains 25298 members 
Mstep: Class 5 contains 13223 members 
Mstep: Class 6 contains 60228 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 17559 members 
Mstep: Class 9 contains 4451 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 254488 members 
Mstep: Class 13 contains 5294 members 
Mstep: Class 14 contains 8727 members 
Mstep: Class 15 contains 27382 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 59035 members 
Mstep: Class 18 contains 19716 members 
Mstep: Class 19 contains 8741 members 
Mstep: Class 20 contains 5737 members 
Mstep: Class 21 contains 14579 members 
Mstep: Class 22 contains 95711 members 
Mstep: Class 23 contains 13472 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41510 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 5749 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 176664 members 
Mstep: Class 30 contains 7315 members 
Mstep: Class 31 contains 11224 members 
Mstep: Class 32 contains 14189 members 
Mstep: Class 33 contains 129272 members 
Mstep: Class 34 contains 142985 members 
Mstep: Class 35 contains 26184 members 
Mstep: Class 36 contains 5896 members 
Mstep: Class 37 contains 5365 members 
Mstep: Class 38 contains 27466 members 
Mstep: Class 39 contains 7620 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20933 members 
Mstep: Class 42 contains 7049 members 
Mstep: Class 43 contains 9535 members 
Mstep: Class 44 contains 7468 members 
Mstep: Class 45 contains 26605 members 
Mstep: Class 46 contains 7444 members 
Mstep: Class 47 contains 9656 members 
Mstep: Class 48 contains 42158 members 
Mstep: Class 49 contains 11993 members 
Mstep: Class 50 contains 9225 members 
Mstep: Class 51 contains 19566 members 
Mstep: Class 52 contains 35462 members 
Mstep: Class 53 contains 711 members 
Mstep: Class 54 contains 11753 members 
Mstep: Class 55 contains 2387 members 
Mstep: Class 56 contains 8112 members 
Mstep: Class 57 contains 3751 members 
Mstep: Class 58 contains 15640 members 
Mstep: Class 59 contains 29257 members 
Mstep: Class 60 contains 1994 members 
Mstep: Class 61 contains 4844 members 
Mstep: Class 62 contains 3621 members 
Mstep: Class 63 contains 1889 members 
Mstep: Class 64 contains 54912 members 
Mstep: Class 65 contains 5266 members 
Mstep: Class 66 contains 2426 members 
Mstep: Class 67 contains 8483 members 
Mstep: Class 68 contains 6351 members 
Mstep: Class 69 contains 7902 members 
Mstep: Class 70 contains 5451 members 
Mstep: Class 71 contains 5663 members 
Mstep: Class 72 contains 17594 members 
Mstep: Class 73 contains 16461 members 
Mstep: Class 74 contains 2468 members 
Mstep: Class 75 contains 3994 members 
Mstep: Class 76 contains 10800 members 
Mstep: Class 77 contains 37378 members 
Mstep: Class 78 contains 57461 members 
Mstep: Class 79 contains 9287 members 
Mstep: Class 80 contains 3939 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3851 members 
Mstep: Class 83 contains 2799 members 
Mstep: Class 84 contains 1944 members 
Mstep: Class 85 contains 8917 members 
Mstep: Class 86 contains 6985 members 
Mstep: Class 88 contains 4469 members 
Mstep: Class 89 contains 7650 members 
Mstep: Class 90 contains 8427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212253168.000000 Penalty: 319784.968750
Iteration 127Q: 90 clusters Score -2.122532e+08 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 81067 members 
Mstep: Class 4 contains 25367 members 
Mstep: Class 5 contains 13181 members 
Mstep: Class 6 contains 60224 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 14899 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 254542 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 8749 members 
Mstep: Class 15 contains 26729 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 58376 members 
Mstep: Class 18 contains 19699 members 
Mstep: Class 19 contains 8791 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 96228 members 
Mstep: Class 23 contains 13400 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41488 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 5739 members 
Mstep: Class 28 contains 9602 members 
Mstep: Class 29 contains 176367 members 
Mstep: Class 30 contains 7470 members 
Mstep: Class 31 contains 11385 members 
Mstep: Class 32 contains 14109 members 
Mstep: Class 33 contains 129532 members 
Mstep: Class 34 contains 142876 members 
Mstep: Class 35 contains 26066 members 
Mstep: Class 36 contains 5927 members 
Mstep: Class 37 contains 5385 members 
Mstep: Class 38 contains 27392 members 
Mstep: Class 39 contains 7637 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20920 members 
Mstep: Class 42 contains 7037 members 
Mstep: Class 43 contains 9548 members 
Mstep: Class 44 contains 7425 members 
Mstep: Class 45 contains 26429 members 
Mstep: Class 46 contains 7470 members 
Mstep: Class 47 contains 9617 members 
Mstep: Class 48 contains 42154 members 
Mstep: Class 49 contains 11987 members 
Mstep: Class 50 contains 9204 members 
Mstep: Class 51 contains 19502 members 
Mstep: Class 52 contains 35403 members 
Mstep: Class 53 contains 714 members 
Mstep: Class 54 contains 11730 members 
Mstep: Class 55 contains 2437 members 
Mstep: Class 56 contains 8096 members 
Mstep: Class 57 contains 3750 members 
Mstep: Class 58 contains 15655 members 
Mstep: Class 59 contains 29006 members 
Mstep: Class 60 contains 2019 members 
Mstep: Class 61 contains 4888 members 
Mstep: Class 62 contains 3643 members 
Mstep: Class 63 contains 1890 members 
Mstep: Class 64 contains 54882 members 
Mstep: Class 65 contains 5253 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 8523 members 
Mstep: Class 68 contains 6434 members 
Mstep: Class 69 contains 7922 members 
Mstep: Class 70 contains 5563 members 
Mstep: Class 71 contains 5707 members 
Mstep: Class 72 contains 17626 members 
Mstep: Class 73 contains 16489 members 
Mstep: Class 74 contains 2488 members 
Mstep: Class 75 contains 4040 members 
Mstep: Class 76 contains 10829 members 
Mstep: Class 77 contains 37310 members 
Mstep: Class 78 contains 57391 members 
Mstep: Class 79 contains 9265 members 
Mstep: Class 80 contains 3919 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3880 members 
Mstep: Class 83 contains 2816 members 
Mstep: Class 84 contains 1971 members 
Mstep: Class 85 contains 9641 members 
Mstep: Class 86 contains 6979 members 
Mstep: Class 88 contains 4478 members 
Mstep: Class 89 contains 7698 members 
Mstep: Class 90 contains 8463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212254064.000000 Penalty: 319784.968750
Iteration 128Q: 90 clusters Score -2.122541e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1356 members 
Mstep: Class 3 contains 80985 members 
Mstep: Class 4 contains 25447 members 
Mstep: Class 5 contains 13150 members 
Mstep: Class 6 contains 60213 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 17553 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 14873 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 254572 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 8770 members 
Mstep: Class 15 contains 26335 members 
Mstep: Class 16 contains 6645 members 
Mstep: Class 17 contains 57793 members 
Mstep: Class 18 contains 19687 members 
Mstep: Class 19 contains 8838 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 14795 members 
Mstep: Class 22 contains 96649 members 
Mstep: Class 23 contains 13338 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41469 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 5732 members 
Mstep: Class 28 contains 9611 members 
Mstep: Class 29 contains 176094 members 
Mstep: Class 30 contains 7604 members 
Mstep: Class 31 contains 11517 members 
Mstep: Class 32 contains 14021 members 
Mstep: Class 33 contains 129807 members 
Mstep: Class 34 contains 142787 members 
Mstep: Class 35 contains 25946 members 
Mstep: Class 36 contains 5966 members 
Mstep: Class 37 contains 5406 members 
Mstep: Class 38 contains 27288 members 
Mstep: Class 39 contains 7652 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20904 members 
Mstep: Class 42 contains 7025 members 
Mstep: Class 43 contains 9554 members 
Mstep: Class 44 contains 7392 members 
Mstep: Class 45 contains 26250 members 
Mstep: Class 46 contains 7488 members 
Mstep: Class 47 contains 9585 members 
Mstep: Class 48 contains 42138 members 
Mstep: Class 49 contains 11978 members 
Mstep: Class 50 contains 9217 members 
Mstep: Class 51 contains 19477 members 
Mstep: Class 52 contains 35388 members 
Mstep: Class 53 contains 717 members 
Mstep: Class 54 contains 11714 members 
Mstep: Class 55 contains 2479 members 
Mstep: Class 56 contains 8069 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15671 members 
Mstep: Class 59 contains 28776 members 
Mstep: Class 60 contains 2033 members 
Mstep: Class 61 contains 4925 members 
Mstep: Class 62 contains 3662 members 
Mstep: Class 63 contains 1892 members 
Mstep: Class 64 contains 54860 members 
Mstep: Class 65 contains 5242 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8543 members 
Mstep: Class 68 contains 6439 members 
Mstep: Class 69 contains 7945 members 
Mstep: Class 70 contains 5666 members 
Mstep: Class 71 contains 5744 members 
Mstep: Class 72 contains 17682 members 
Mstep: Class 73 contains 16508 members 
Mstep: Class 74 contains 2513 members 
Mstep: Class 75 contains 4086 members 
Mstep: Class 76 contains 10848 members 
Mstep: Class 77 contains 37256 members 
Mstep: Class 78 contains 57338 members 
Mstep: Class 79 contains 9249 members 
Mstep: Class 80 contains 3893 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3891 members 
Mstep: Class 83 contains 2828 members 
Mstep: Class 84 contains 1984 members 
Mstep: Class 85 contains 10133 members 
Mstep: Class 86 contains 6977 members 
Mstep: Class 88 contains 4482 members 
Mstep: Class 89 contains 7755 members 
Mstep: Class 90 contains 8506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212255360.000000 Penalty: 319784.968750
Iteration 129Q: 90 clusters Score -2.122554e+08 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 80903 members 
Mstep: Class 4 contains 25534 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 60201 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 17553 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 6402 members 
Mstep: Class 12 contains 254600 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 8780 members 
Mstep: Class 15 contains 26092 members 
Mstep: Class 16 contains 6685 members 
Mstep: Class 17 contains 57259 members 
Mstep: Class 18 contains 19673 members 
Mstep: Class 19 contains 8867 members 
Mstep: Class 20 contains 5732 members 
Mstep: Class 21 contains 14862 members 
Mstep: Class 22 contains 97020 members 
Mstep: Class 23 contains 13287 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41453 members 
Mstep: Class 26 contains 1880 members 
Mstep: Class 27 contains 5726 members 
Mstep: Class 28 contains 9624 members 
Mstep: Class 29 contains 175811 members 
Mstep: Class 30 contains 7722 members 
Mstep: Class 31 contains 11633 members 
Mstep: Class 32 contains 13920 members 
Mstep: Class 33 contains 130098 members 
Mstep: Class 34 contains 142705 members 
Mstep: Class 35 contains 25846 members 
Mstep: Class 36 contains 5986 members 
Mstep: Class 37 contains 5425 members 
Mstep: Class 38 contains 27196 members 
Mstep: Class 39 contains 7665 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20897 members 
Mstep: Class 42 contains 7004 members 
Mstep: Class 43 contains 9570 members 
Mstep: Class 44 contains 7348 members 
Mstep: Class 45 contains 26101 members 
Mstep: Class 46 contains 7502 members 
Mstep: Class 47 contains 9555 members 
Mstep: Class 48 contains 42139 members 
Mstep: Class 49 contains 11955 members 
Mstep: Class 50 contains 9227 members 
Mstep: Class 51 contains 19460 members 
Mstep: Class 52 contains 35382 members 
Mstep: Class 53 contains 719 members 
Mstep: Class 54 contains 11695 members 
Mstep: Class 55 contains 2512 members 
Mstep: Class 56 contains 8044 members 
Mstep: Class 57 contains 3778 members 
Mstep: Class 58 contains 15691 members 
Mstep: Class 59 contains 28566 members 
Mstep: Class 60 contains 2048 members 
Mstep: Class 61 contains 4957 members 
Mstep: Class 62 contains 3669 members 
Mstep: Class 63 contains 1895 members 
Mstep: Class 64 contains 54837 members 
Mstep: Class 65 contains 5234 members 
Mstep: Class 66 contains 2436 members 
Mstep: Class 67 contains 8563 members 
Mstep: Class 68 contains 6423 members 
Mstep: Class 69 contains 7957 members 
Mstep: Class 70 contains 5747 members 
Mstep: Class 71 contains 5770 members 
Mstep: Class 72 contains 17749 members 
Mstep: Class 73 contains 16522 members 
Mstep: Class 74 contains 2534 members 
Mstep: Class 75 contains 4134 members 
Mstep: Class 76 contains 10868 members 
Mstep: Class 77 contains 37244 members 
Mstep: Class 78 contains 57278 members 
Mstep: Class 79 contains 9241 members 
Mstep: Class 80 contains 3863 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3909 members 
Mstep: Class 83 contains 2824 members 
Mstep: Class 84 contains 1990 members 
Mstep: Class 85 contains 10493 members 
Mstep: Class 86 contains 6974 members 
Mstep: Class 88 contains 4499 members 
Mstep: Class 89 contains 7803 members 
Mstep: Class 90 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257168.000000 Penalty: 319784.968750
Iteration 130Q: 90 clusters Score -2.122572e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 80811 members 
Mstep: Class 4 contains 25628 members 
Mstep: Class 5 contains 13116 members 
Mstep: Class 6 contains 60194 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 14830 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 254664 members 
Mstep: Class 13 contains 5511 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 25939 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 56772 members 
Mstep: Class 18 contains 19666 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 14919 members 
Mstep: Class 22 contains 97371 members 
Mstep: Class 23 contains 13243 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41425 members 
Mstep: Class 26 contains 1890 members 
Mstep: Class 27 contains 5715 members 
Mstep: Class 28 contains 9629 members 
Mstep: Class 29 contains 175551 members 
Mstep: Class 30 contains 7835 members 
Mstep: Class 31 contains 11738 members 
Mstep: Class 32 contains 13828 members 
Mstep: Class 33 contains 130383 members 
Mstep: Class 34 contains 142636 members 
Mstep: Class 35 contains 25741 members 
Mstep: Class 36 contains 6016 members 
Mstep: Class 37 contains 5442 members 
Mstep: Class 38 contains 27098 members 
Mstep: Class 39 contains 7689 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20876 members 
Mstep: Class 42 contains 6992 members 
Mstep: Class 43 contains 9582 members 
Mstep: Class 44 contains 7340 members 
Mstep: Class 45 contains 25972 members 
Mstep: Class 46 contains 7511 members 
Mstep: Class 47 contains 9523 members 
Mstep: Class 48 contains 42138 members 
Mstep: Class 49 contains 11960 members 
Mstep: Class 50 contains 9224 members 
Mstep: Class 51 contains 19446 members 
Mstep: Class 52 contains 35389 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11683 members 
Mstep: Class 55 contains 2549 members 
Mstep: Class 56 contains 8014 members 
Mstep: Class 57 contains 3780 members 
Mstep: Class 58 contains 15702 members 
Mstep: Class 59 contains 28366 members 
Mstep: Class 60 contains 2064 members 
Mstep: Class 61 contains 4976 members 
Mstep: Class 62 contains 3680 members 
Mstep: Class 63 contains 1897 members 
Mstep: Class 64 contains 54809 members 
Mstep: Class 65 contains 5217 members 
Mstep: Class 66 contains 2437 members 
Mstep: Class 67 contains 8576 members 
Mstep: Class 68 contains 6410 members 
Mstep: Class 69 contains 7960 members 
Mstep: Class 70 contains 5802 members 
Mstep: Class 71 contains 5799 members 
Mstep: Class 72 contains 17813 members 
Mstep: Class 73 contains 16533 members 
Mstep: Class 74 contains 2552 members 
Mstep: Class 75 contains 4185 members 
Mstep: Class 76 contains 10890 members 
Mstep: Class 77 contains 37217 members 
Mstep: Class 78 contains 57211 members 
Mstep: Class 79 contains 9225 members 
Mstep: Class 80 contains 3837 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3931 members 
Mstep: Class 83 contains 2824 members 
Mstep: Class 84 contains 1991 members 
Mstep: Class 85 contains 10785 members 
Mstep: Class 86 contains 6970 members 
Mstep: Class 88 contains 4503 members 
Mstep: Class 89 contains 7851 members 
Mstep: Class 90 contains 8551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257728.000000 Penalty: 319784.968750
Iteration 131Q: 90 clusters Score -2.122577e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 80743 members 
Mstep: Class 4 contains 25699 members 
Mstep: Class 5 contains 13099 members 
Mstep: Class 6 contains 60194 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 17545 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 14816 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 254711 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 8804 members 
Mstep: Class 15 contains 25853 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 17 contains 56340 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 8934 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 14967 members 
Mstep: Class 22 contains 97680 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41393 members 
Mstep: Class 26 contains 1909 members 
Mstep: Class 27 contains 5707 members 
Mstep: Class 28 contains 9639 members 
Mstep: Class 29 contains 175308 members 
Mstep: Class 30 contains 7939 members 
Mstep: Class 31 contains 11827 members 
Mstep: Class 32 contains 13747 members 
Mstep: Class 33 contains 130645 members 
Mstep: Class 34 contains 142590 members 
Mstep: Class 35 contains 25688 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 5458 members 
Mstep: Class 38 contains 27001 members 
Mstep: Class 39 contains 7723 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20875 members 
Mstep: Class 42 contains 6994 members 
Mstep: Class 43 contains 9579 members 
Mstep: Class 44 contains 7318 members 
Mstep: Class 45 contains 25834 members 
Mstep: Class 46 contains 7513 members 
Mstep: Class 47 contains 9498 members 
Mstep: Class 48 contains 42149 members 
Mstep: Class 49 contains 11941 members 
Mstep: Class 50 contains 9221 members 
Mstep: Class 51 contains 19440 members 
Mstep: Class 52 contains 35404 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11672 members 
Mstep: Class 55 contains 2568 members 
Mstep: Class 56 contains 7986 members 
Mstep: Class 57 contains 3781 members 
Mstep: Class 58 contains 15703 members 
Mstep: Class 59 contains 28199 members 
Mstep: Class 60 contains 2070 members 
Mstep: Class 61 contains 4991 members 
Mstep: Class 62 contains 3684 members 
Mstep: Class 63 contains 1899 members 
Mstep: Class 64 contains 54792 members 
Mstep: Class 65 contains 5228 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 8585 members 
Mstep: Class 68 contains 6385 members 
Mstep: Class 69 contains 7971 members 
Mstep: Class 70 contains 5843 members 
Mstep: Class 71 contains 5809 members 
Mstep: Class 72 contains 17886 members 
Mstep: Class 73 contains 16543 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 4231 members 
Mstep: Class 76 contains 10908 members 
Mstep: Class 77 contains 37191 members 
Mstep: Class 78 contains 57143 members 
Mstep: Class 79 contains 9209 members 
Mstep: Class 80 contains 3818 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3942 members 
Mstep: Class 83 contains 2823 members 
Mstep: Class 84 contains 1997 members 
Mstep: Class 85 contains 11011 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 88 contains 4499 members 
Mstep: Class 89 contains 7895 members 
Mstep: Class 90 contains 8566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258368.000000 Penalty: 319784.968750
Iteration 132Q: 90 clusters Score -2.122584e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 80697 members 
Mstep: Class 4 contains 25767 members 
Mstep: Class 5 contains 13069 members 
Mstep: Class 6 contains 60212 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 17541 members 
Mstep: Class 9 contains 4459 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 254735 members 
Mstep: Class 13 contains 5599 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 25807 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 55952 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 8961 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 15004 members 
Mstep: Class 22 contains 97957 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41368 members 
Mstep: Class 26 contains 1920 members 
Mstep: Class 27 contains 5708 members 
Mstep: Class 28 contains 9642 members 
Mstep: Class 29 contains 175092 members 
Mstep: Class 30 contains 8015 members 
Mstep: Class 31 contains 11914 members 
Mstep: Class 32 contains 13674 members 
Mstep: Class 33 contains 130870 members 
Mstep: Class 34 contains 142549 members 
Mstep: Class 35 contains 25647 members 
Mstep: Class 36 contains 6032 members 
Mstep: Class 37 contains 5472 members 
Mstep: Class 38 contains 26897 members 
Mstep: Class 39 contains 7763 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20873 members 
Mstep: Class 42 contains 6984 members 
Mstep: Class 43 contains 9582 members 
Mstep: Class 44 contains 7298 members 
Mstep: Class 45 contains 25709 members 
Mstep: Class 46 contains 7517 members 
Mstep: Class 47 contains 9483 members 
Mstep: Class 48 contains 42157 members 
Mstep: Class 49 contains 11892 members 
Mstep: Class 50 contains 9205 members 
Mstep: Class 51 contains 19426 members 
Mstep: Class 52 contains 35422 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11662 members 
Mstep: Class 55 contains 2601 members 
Mstep: Class 56 contains 7956 members 
Mstep: Class 57 contains 3778 members 
Mstep: Class 58 contains 15708 members 
Mstep: Class 59 contains 28062 members 
Mstep: Class 60 contains 2080 members 
Mstep: Class 61 contains 5013 members 
Mstep: Class 62 contains 3689 members 
Mstep: Class 63 contains 1900 members 
Mstep: Class 64 contains 54791 members 
Mstep: Class 65 contains 5212 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8592 members 
Mstep: Class 68 contains 6366 members 
Mstep: Class 69 contains 7986 members 
Mstep: Class 70 contains 5874 members 
Mstep: Class 71 contains 5833 members 
Mstep: Class 72 contains 17939 members 
Mstep: Class 73 contains 16555 members 
Mstep: Class 74 contains 2589 members 
Mstep: Class 75 contains 4261 members 
Mstep: Class 76 contains 10926 members 
Mstep: Class 77 contains 37175 members 
Mstep: Class 78 contains 57085 members 
Mstep: Class 79 contains 9206 members 
Mstep: Class 80 contains 3805 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3950 members 
Mstep: Class 83 contains 2817 members 
Mstep: Class 84 contains 2008 members 
Mstep: Class 85 contains 11209 members 
Mstep: Class 86 contains 6969 members 
Mstep: Class 88 contains 4504 members 
Mstep: Class 89 contains 7911 members 
Mstep: Class 90 contains 8574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258736.000000 Penalty: 319784.968750
Iteration 133Q: 90 clusters Score -2.122587e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 80662 members 
Mstep: Class 4 contains 25843 members 
Mstep: Class 5 contains 13049 members 
Mstep: Class 6 contains 60223 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 17525 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 14783 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 254774 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 25757 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 55554 members 
Mstep: Class 18 contains 19649 members 
Mstep: Class 19 contains 9006 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 98274 members 
Mstep: Class 23 contains 13152 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41351 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 9642 members 
Mstep: Class 29 contains 174926 members 
Mstep: Class 30 contains 8093 members 
Mstep: Class 31 contains 11985 members 
Mstep: Class 32 contains 13616 members 
Mstep: Class 33 contains 131086 members 
Mstep: Class 34 contains 142507 members 
Mstep: Class 35 contains 25607 members 
Mstep: Class 36 contains 6051 members 
Mstep: Class 37 contains 5485 members 
Mstep: Class 38 contains 26797 members 
Mstep: Class 39 contains 7777 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20878 members 
Mstep: Class 42 contains 6974 members 
Mstep: Class 43 contains 9579 members 
Mstep: Class 44 contains 7277 members 
Mstep: Class 45 contains 25557 members 
Mstep: Class 46 contains 7521 members 
Mstep: Class 47 contains 9475 members 
Mstep: Class 48 contains 42155 members 
Mstep: Class 49 contains 11836 members 
Mstep: Class 50 contains 9185 members 
Mstep: Class 51 contains 19416 members 
Mstep: Class 52 contains 35441 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11655 members 
Mstep: Class 55 contains 2624 members 
Mstep: Class 56 contains 7930 members 
Mstep: Class 57 contains 3778 members 
Mstep: Class 58 contains 15709 members 
Mstep: Class 59 contains 27957 members 
Mstep: Class 60 contains 2090 members 
Mstep: Class 61 contains 5036 members 
Mstep: Class 62 contains 3695 members 
Mstep: Class 63 contains 1903 members 
Mstep: Class 64 contains 54796 members 
Mstep: Class 65 contains 5196 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 8601 members 
Mstep: Class 68 contains 6352 members 
Mstep: Class 69 contains 8001 members 
Mstep: Class 70 contains 5907 members 
Mstep: Class 71 contains 5849 members 
Mstep: Class 72 contains 17999 members 
Mstep: Class 73 contains 16564 members 
Mstep: Class 74 contains 2599 members 
Mstep: Class 75 contains 4289 members 
Mstep: Class 76 contains 10940 members 
Mstep: Class 77 contains 37132 members 
Mstep: Class 78 contains 57022 members 
Mstep: Class 79 contains 9201 members 
Mstep: Class 80 contains 3790 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3963 members 
Mstep: Class 83 contains 2818 members 
Mstep: Class 84 contains 2027 members 
Mstep: Class 85 contains 11357 members 
Mstep: Class 86 contains 6962 members 
Mstep: Class 88 contains 4516 members 
Mstep: Class 89 contains 7930 members 
Mstep: Class 90 contains 8575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258160.000000 Penalty: 319784.968750
Iteration 134Q: 90 clusters Score -2.122582e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 80628 members 
Mstep: Class 4 contains 25925 members 
Mstep: Class 5 contains 13037 members 
Mstep: Class 6 contains 60219 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 254802 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 25722 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 55169 members 
Mstep: Class 18 contains 19640 members 
Mstep: Class 19 contains 9018 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 15080 members 
Mstep: Class 22 contains 98572 members 
Mstep: Class 23 contains 13136 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41333 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 5695 members 
Mstep: Class 28 contains 9650 members 
Mstep: Class 29 contains 174759 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 12044 members 
Mstep: Class 32 contains 13581 members 
Mstep: Class 33 contains 131301 members 
Mstep: Class 34 contains 142451 members 
Mstep: Class 35 contains 25588 members 
Mstep: Class 36 contains 6063 members 
Mstep: Class 37 contains 5492 members 
Mstep: Class 38 contains 26713 members 
Mstep: Class 39 contains 7793 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20883 members 
Mstep: Class 42 contains 6953 members 
Mstep: Class 43 contains 9590 members 
Mstep: Class 44 contains 7257 members 
Mstep: Class 45 contains 25422 members 
Mstep: Class 46 contains 7523 members 
Mstep: Class 47 contains 9471 members 
Mstep: Class 48 contains 42158 members 
Mstep: Class 49 contains 11796 members 
Mstep: Class 50 contains 9180 members 
Mstep: Class 51 contains 19416 members 
Mstep: Class 52 contains 35452 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11642 members 
Mstep: Class 55 contains 2655 members 
Mstep: Class 56 contains 7910 members 
Mstep: Class 57 contains 3774 members 
Mstep: Class 58 contains 15712 members 
Mstep: Class 59 contains 27862 members 
Mstep: Class 60 contains 2096 members 
Mstep: Class 61 contains 5061 members 
Mstep: Class 62 contains 3704 members 
Mstep: Class 63 contains 1906 members 
Mstep: Class 64 contains 54787 members 
Mstep: Class 65 contains 5193 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8610 members 
Mstep: Class 68 contains 6338 members 
Mstep: Class 69 contains 8014 members 
Mstep: Class 70 contains 5931 members 
Mstep: Class 71 contains 5862 members 
Mstep: Class 72 contains 18056 members 
Mstep: Class 73 contains 16571 members 
Mstep: Class 74 contains 2607 members 
Mstep: Class 75 contains 4311 members 
Mstep: Class 76 contains 10966 members 
Mstep: Class 77 contains 37095 members 
Mstep: Class 78 contains 56968 members 
Mstep: Class 79 contains 9198 members 
Mstep: Class 80 contains 3776 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 3978 members 
Mstep: Class 83 contains 2815 members 
Mstep: Class 84 contains 2043 members 
Mstep: Class 85 contains 11481 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 88 contains 4511 members 
Mstep: Class 89 contains 7954 members 
Mstep: Class 90 contains 8572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258736.000000 Penalty: 319784.968750
Iteration 135Q: 90 clusters Score -2.122587e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 80613 members 
Mstep: Class 4 contains 26001 members 
Mstep: Class 5 contains 13028 members 
Mstep: Class 6 contains 60219 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 17520 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 254835 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 8844 members 
Mstep: Class 15 contains 25708 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 54846 members 
Mstep: Class 18 contains 19636 members 
Mstep: Class 19 contains 9029 members 
Mstep: Class 20 contains 5732 members 
Mstep: Class 21 contains 15118 members 
Mstep: Class 22 contains 98812 members 
Mstep: Class 23 contains 13116 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41310 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 5690 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 174592 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12092 members 
Mstep: Class 32 contains 13546 members 
Mstep: Class 33 contains 131500 members 
Mstep: Class 34 contains 142389 members 
Mstep: Class 35 contains 25558 members 
Mstep: Class 36 contains 6068 members 
Mstep: Class 37 contains 5496 members 
Mstep: Class 38 contains 26644 members 
Mstep: Class 39 contains 7808 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20898 members 
Mstep: Class 42 contains 6940 members 
Mstep: Class 43 contains 9595 members 
Mstep: Class 44 contains 7242 members 
Mstep: Class 45 contains 25290 members 
Mstep: Class 46 contains 7526 members 
Mstep: Class 47 contains 9457 members 
Mstep: Class 48 contains 42162 members 
Mstep: Class 49 contains 11772 members 
Mstep: Class 50 contains 9172 members 
Mstep: Class 51 contains 19402 members 
Mstep: Class 52 contains 35478 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11642 members 
Mstep: Class 55 contains 2676 members 
Mstep: Class 56 contains 7894 members 
Mstep: Class 57 contains 3774 members 
Mstep: Class 58 contains 15716 members 
Mstep: Class 59 contains 27755 members 
Mstep: Class 60 contains 2098 members 
Mstep: Class 61 contains 5080 members 
Mstep: Class 62 contains 3707 members 
Mstep: Class 63 contains 1910 members 
Mstep: Class 64 contains 54782 members 
Mstep: Class 65 contains 5197 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 8621 members 
Mstep: Class 68 contains 6327 members 
Mstep: Class 69 contains 8027 members 
Mstep: Class 70 contains 5949 members 
Mstep: Class 71 contains 5871 members 
Mstep: Class 72 contains 18092 members 
Mstep: Class 73 contains 16575 members 
Mstep: Class 74 contains 2612 members 
Mstep: Class 75 contains 4328 members 
Mstep: Class 76 contains 10981 members 
Mstep: Class 77 contains 37079 members 
Mstep: Class 78 contains 56923 members 
Mstep: Class 79 contains 9195 members 
Mstep: Class 80 contains 3767 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4007 members 
Mstep: Class 83 contains 2814 members 
Mstep: Class 84 contains 2064 members 
Mstep: Class 85 contains 11595 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 88 contains 4510 members 
Mstep: Class 89 contains 7976 members 
Mstep: Class 90 contains 8563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258768.000000 Penalty: 319784.968750
Iteration 136Q: 90 clusters Score -2.122588e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 80607 members 
Mstep: Class 4 contains 26081 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 60206 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 254872 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 14 contains 8850 members 
Mstep: Class 15 contains 25680 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 54564 members 
Mstep: Class 18 contains 19635 members 
Mstep: Class 19 contains 9040 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 99026 members 
Mstep: Class 23 contains 13101 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41295 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 5692 members 
Mstep: Class 28 contains 9651 members 
Mstep: Class 29 contains 174468 members 
Mstep: Class 30 contains 8263 members 
Mstep: Class 31 contains 12124 members 
Mstep: Class 32 contains 13493 members 
Mstep: Class 33 contains 131664 members 
Mstep: Class 34 contains 142337 members 
Mstep: Class 35 contains 25529 members 
Mstep: Class 36 contains 6073 members 
Mstep: Class 37 contains 5498 members 
Mstep: Class 38 contains 26570 members 
Mstep: Class 39 contains 7832 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20910 members 
Mstep: Class 42 contains 6920 members 
Mstep: Class 43 contains 9612 members 
Mstep: Class 44 contains 7220 members 
Mstep: Class 45 contains 25167 members 
Mstep: Class 46 contains 7529 members 
Mstep: Class 47 contains 9460 members 
Mstep: Class 48 contains 42164 members 
Mstep: Class 49 contains 11741 members 
Mstep: Class 50 contains 9167 members 
Mstep: Class 51 contains 19398 members 
Mstep: Class 52 contains 35489 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11645 members 
Mstep: Class 55 contains 2693 members 
Mstep: Class 56 contains 7869 members 
Mstep: Class 57 contains 3776 members 
Mstep: Class 58 contains 15717 members 
Mstep: Class 59 contains 27664 members 
Mstep: Class 60 contains 2101 members 
Mstep: Class 61 contains 5094 members 
Mstep: Class 62 contains 3713 members 
Mstep: Class 63 contains 1915 members 
Mstep: Class 64 contains 54777 members 
Mstep: Class 65 contains 5203 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8629 members 
Mstep: Class 68 contains 6319 members 
Mstep: Class 69 contains 8036 members 
Mstep: Class 70 contains 5966 members 
Mstep: Class 71 contains 5883 members 
Mstep: Class 72 contains 18124 members 
Mstep: Class 73 contains 16584 members 
Mstep: Class 74 contains 2611 members 
Mstep: Class 75 contains 4343 members 
Mstep: Class 76 contains 11001 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56882 members 
Mstep: Class 79 contains 9190 members 
Mstep: Class 80 contains 3759 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4038 members 
Mstep: Class 83 contains 2812 members 
Mstep: Class 84 contains 2078 members 
Mstep: Class 85 contains 11702 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 88 contains 4503 members 
Mstep: Class 89 contains 7999 members 
Mstep: Class 90 contains 8565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259024.000000 Penalty: 319784.968750
Iteration 137Q: 90 clusters Score -2.12259e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 80599 members 
Mstep: Class 4 contains 26166 members 
Mstep: Class 5 contains 13014 members 
Mstep: Class 6 contains 60198 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 14742 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 254899 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 8856 members 
Mstep: Class 15 contains 25667 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 54336 members 
Mstep: Class 18 contains 19633 members 
Mstep: Class 19 contains 9059 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 22 contains 99211 members 
Mstep: Class 23 contains 13079 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41284 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 5694 members 
Mstep: Class 28 contains 9654 members 
Mstep: Class 29 contains 174333 members 
Mstep: Class 30 contains 8297 members 
Mstep: Class 31 contains 12158 members 
Mstep: Class 32 contains 13444 members 
Mstep: Class 33 contains 131798 members 
Mstep: Class 34 contains 142296 members 
Mstep: Class 35 contains 25496 members 
Mstep: Class 36 contains 6085 members 
Mstep: Class 37 contains 5499 members 
Mstep: Class 38 contains 26502 members 
Mstep: Class 39 contains 7846 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20920 members 
Mstep: Class 42 contains 6881 members 
Mstep: Class 43 contains 9621 members 
Mstep: Class 44 contains 7187 members 
Mstep: Class 45 contains 25071 members 
Mstep: Class 46 contains 7530 members 
Mstep: Class 47 contains 9456 members 
Mstep: Class 48 contains 42155 members 
Mstep: Class 49 contains 11731 members 
Mstep: Class 50 contains 9158 members 
Mstep: Class 51 contains 19404 members 
Mstep: Class 52 contains 35503 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11638 members 
Mstep: Class 55 contains 2715 members 
Mstep: Class 56 contains 7846 members 
Mstep: Class 57 contains 3772 members 
Mstep: Class 58 contains 15724 members 
Mstep: Class 59 contains 27588 members 
Mstep: Class 60 contains 2103 members 
Mstep: Class 61 contains 5106 members 
Mstep: Class 62 contains 3718 members 
Mstep: Class 63 contains 1920 members 
Mstep: Class 64 contains 54768 members 
Mstep: Class 65 contains 5211 members 
Mstep: Class 66 contains 2431 members 
Mstep: Class 67 contains 8636 members 
Mstep: Class 68 contains 6316 members 
Mstep: Class 69 contains 8047 members 
Mstep: Class 70 contains 5977 members 
Mstep: Class 71 contains 5896 members 
Mstep: Class 72 contains 18150 members 
Mstep: Class 73 contains 16590 members 
Mstep: Class 74 contains 2611 members 
Mstep: Class 75 contains 4357 members 
Mstep: Class 76 contains 11022 members 
Mstep: Class 77 contains 37044 members 
Mstep: Class 78 contains 56850 members 
Mstep: Class 79 contains 9181 members 
Mstep: Class 80 contains 3756 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4077 members 
Mstep: Class 83 contains 2813 members 
Mstep: Class 84 contains 2086 members 
Mstep: Class 85 contains 11784 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 88 contains 4502 members 
Mstep: Class 89 contains 8026 members 
Mstep: Class 90 contains 8565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259472.000000 Penalty: 319784.968750
Iteration 138Q: 90 clusters Score -2.122595e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 80597 members 
Mstep: Class 4 contains 26246 members 
Mstep: Class 5 contains 13000 members 
Mstep: Class 6 contains 60198 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 254916 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 25660 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 54122 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 9074 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15180 members 
Mstep: Class 22 contains 99375 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41280 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 5693 members 
Mstep: Class 28 contains 9658 members 
Mstep: Class 29 contains 174205 members 
Mstep: Class 30 contains 8335 members 
Mstep: Class 31 contains 12198 members 
Mstep: Class 32 contains 13396 members 
Mstep: Class 33 contains 131935 members 
Mstep: Class 34 contains 142267 members 
Mstep: Class 35 contains 25465 members 
Mstep: Class 36 contains 6099 members 
Mstep: Class 37 contains 5499 members 
Mstep: Class 38 contains 26422 members 
Mstep: Class 39 contains 7862 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20926 members 
Mstep: Class 42 contains 6854 members 
Mstep: Class 43 contains 9628 members 
Mstep: Class 44 contains 7156 members 
Mstep: Class 45 contains 24972 members 
Mstep: Class 46 contains 7532 members 
Mstep: Class 47 contains 9447 members 
Mstep: Class 48 contains 42154 members 
Mstep: Class 49 contains 11711 members 
Mstep: Class 50 contains 9147 members 
Mstep: Class 51 contains 19405 members 
Mstep: Class 52 contains 35510 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11632 members 
Mstep: Class 55 contains 2735 members 
Mstep: Class 56 contains 7831 members 
Mstep: Class 57 contains 3771 members 
Mstep: Class 58 contains 15731 members 
Mstep: Class 59 contains 27545 members 
Mstep: Class 60 contains 2108 members 
Mstep: Class 61 contains 5123 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1923 members 
Mstep: Class 64 contains 54762 members 
Mstep: Class 65 contains 5218 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8640 members 
Mstep: Class 68 contains 6313 members 
Mstep: Class 69 contains 8051 members 
Mstep: Class 70 contains 5982 members 
Mstep: Class 71 contains 5912 members 
Mstep: Class 72 contains 18182 members 
Mstep: Class 73 contains 16594 members 
Mstep: Class 74 contains 2616 members 
Mstep: Class 75 contains 4370 members 
Mstep: Class 76 contains 11049 members 
Mstep: Class 77 contains 37022 members 
Mstep: Class 78 contains 56814 members 
Mstep: Class 79 contains 9177 members 
Mstep: Class 80 contains 3754 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4101 members 
Mstep: Class 83 contains 2816 members 
Mstep: Class 84 contains 2094 members 
Mstep: Class 85 contains 11835 members 
Mstep: Class 86 contains 6958 members 
Mstep: Class 88 contains 4492 members 
Mstep: Class 89 contains 8046 members 
Mstep: Class 90 contains 8561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259680.000000 Penalty: 319784.968750
Iteration 139Q: 90 clusters Score -2.122597e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 80586 members 
Mstep: Class 4 contains 26304 members 
Mstep: Class 5 contains 12989 members 
Mstep: Class 6 contains 60191 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 254936 members 
Mstep: Class 13 contains 5915 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 25655 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 53916 members 
Mstep: Class 18 contains 19619 members 
Mstep: Class 19 contains 9088 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15199 members 
Mstep: Class 22 contains 99528 members 
Mstep: Class 23 contains 13061 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41270 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5689 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 174046 members 
Mstep: Class 30 contains 8372 members 
Mstep: Class 31 contains 12213 members 
Mstep: Class 32 contains 13347 members 
Mstep: Class 33 contains 132075 members 
Mstep: Class 34 contains 142233 members 
Mstep: Class 35 contains 25442 members 
Mstep: Class 36 contains 6119 members 
Mstep: Class 37 contains 5500 members 
Mstep: Class 38 contains 26356 members 
Mstep: Class 39 contains 7869 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20932 members 
Mstep: Class 42 contains 6844 members 
Mstep: Class 43 contains 9630 members 
Mstep: Class 44 contains 7135 members 
Mstep: Class 45 contains 24889 members 
Mstep: Class 46 contains 7537 members 
Mstep: Class 47 contains 9442 members 
Mstep: Class 48 contains 42160 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 9131 members 
Mstep: Class 51 contains 19425 members 
Mstep: Class 52 contains 35513 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11631 members 
Mstep: Class 55 contains 2753 members 
Mstep: Class 56 contains 7818 members 
Mstep: Class 57 contains 3770 members 
Mstep: Class 58 contains 15737 members 
Mstep: Class 59 contains 27502 members 
Mstep: Class 60 contains 2113 members 
Mstep: Class 61 contains 5138 members 
Mstep: Class 62 contains 3715 members 
Mstep: Class 63 contains 1927 members 
Mstep: Class 64 contains 54762 members 
Mstep: Class 65 contains 5224 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 8645 members 
Mstep: Class 68 contains 6313 members 
Mstep: Class 69 contains 8059 members 
Mstep: Class 70 contains 5987 members 
Mstep: Class 71 contains 5934 members 
Mstep: Class 72 contains 18203 members 
Mstep: Class 73 contains 16595 members 
Mstep: Class 74 contains 2622 members 
Mstep: Class 75 contains 4383 members 
Mstep: Class 76 contains 11059 members 
Mstep: Class 77 contains 37014 members 
Mstep: Class 78 contains 56799 members 
Mstep: Class 79 contains 9166 members 
Mstep: Class 80 contains 3752 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4120 members 
Mstep: Class 83 contains 2818 members 
Mstep: Class 84 contains 2095 members 
Mstep: Class 85 contains 11881 members 
Mstep: Class 86 contains 6959 members 
Mstep: Class 88 contains 4491 members 
Mstep: Class 89 contains 8064 members 
Mstep: Class 90 contains 8564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259696.000000 Penalty: 319784.968750
Iteration 140F: 90 clusters Score -2.122597e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80573 members 
Mstep: Class 4 contains 26351 members 
Mstep: Class 5 contains 12975 members 
Mstep: Class 6 contains 60189 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 254957 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 8876 members 
Mstep: Class 15 contains 25652 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 53732 members 
Mstep: Class 18 contains 19615 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 99651 members 
Mstep: Class 23 contains 13052 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41260 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 5687 members 
Mstep: Class 28 contains 9658 members 
Mstep: Class 29 contains 173895 members 
Mstep: Class 30 contains 8405 members 
Mstep: Class 31 contains 12233 members 
Mstep: Class 32 contains 13312 members 
Mstep: Class 33 contains 132217 members 
Mstep: Class 34 contains 142222 members 
Mstep: Class 35 contains 25427 members 
Mstep: Class 36 contains 6130 members 
Mstep: Class 37 contains 5500 members 
Mstep: Class 38 contains 26304 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20935 members 
Mstep: Class 42 contains 6833 members 
Mstep: Class 43 contains 9635 members 
Mstep: Class 44 contains 7126 members 
Mstep: Class 45 contains 24822 members 
Mstep: Class 46 contains 7542 members 
Mstep: Class 47 contains 9447 members 
Mstep: Class 48 contains 42159 members 
Mstep: Class 49 contains 11681 members 
Mstep: Class 50 contains 9119 members 
Mstep: Class 51 contains 19437 members 
Mstep: Class 52 contains 35479 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11623 members 
Mstep: Class 55 contains 2759 members 
Mstep: Class 56 contains 7801 members 
Mstep: Class 57 contains 3768 members 
Mstep: Class 58 contains 15737 members 
Mstep: Class 59 contains 27434 members 
Mstep: Class 60 contains 2116 members 
Mstep: Class 61 contains 5145 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1932 members 
Mstep: Class 64 contains 54752 members 
Mstep: Class 65 contains 5222 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 8647 members 
Mstep: Class 68 contains 6302 members 
Mstep: Class 69 contains 8063 members 
Mstep: Class 70 contains 6053 members 
Mstep: Class 71 contains 5944 members 
Mstep: Class 72 contains 18197 members 
Mstep: Class 73 contains 16599 members 
Mstep: Class 74 contains 2626 members 
Mstep: Class 75 contains 4398 members 
Mstep: Class 76 contains 11064 members 
Mstep: Class 77 contains 36987 members 
Mstep: Class 78 contains 56793 members 
Mstep: Class 79 contains 9168 members 
Mstep: Class 80 contains 3751 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4138 members 
Mstep: Class 83 contains 2819 members 
Mstep: Class 84 contains 2104 members 
Mstep: Class 85 contains 12004 members 
Mstep: Class 86 contains 6961 members 
Mstep: Class 88 contains 4474 members 
Mstep: Class 89 contains 8073 members 
Mstep: Class 90 contains 8564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259664.000000 Penalty: 319784.968750
Iteration 141Q: 90 clusters Score -2.122597e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80560 members 
Mstep: Class 4 contains 26404 members 
Mstep: Class 5 contains 12964 members 
Mstep: Class 6 contains 60179 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14715 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 254989 members 
Mstep: Class 13 contains 6037 members 
Mstep: Class 14 contains 8878 members 
Mstep: Class 15 contains 25654 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 53549 members 
Mstep: Class 18 contains 19612 members 
Mstep: Class 19 contains 9104 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15233 members 
Mstep: Class 22 contains 99766 members 
Mstep: Class 23 contains 13039 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41252 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 5681 members 
Mstep: Class 28 contains 9659 members 
Mstep: Class 29 contains 173761 members 
Mstep: Class 30 contains 8436 members 
Mstep: Class 31 contains 12242 members 
Mstep: Class 32 contains 13288 members 
Mstep: Class 33 contains 132354 members 
Mstep: Class 34 contains 142191 members 
Mstep: Class 35 contains 25414 members 
Mstep: Class 36 contains 6141 members 
Mstep: Class 37 contains 5503 members 
Mstep: Class 38 contains 26259 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20937 members 
Mstep: Class 42 contains 6834 members 
Mstep: Class 43 contains 9629 members 
Mstep: Class 44 contains 7112 members 
Mstep: Class 45 contains 24751 members 
Mstep: Class 46 contains 7545 members 
Mstep: Class 47 contains 9437 members 
Mstep: Class 48 contains 42158 members 
Mstep: Class 49 contains 11662 members 
Mstep: Class 50 contains 9107 members 
Mstep: Class 51 contains 19456 members 
Mstep: Class 52 contains 35437 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11622 members 
Mstep: Class 55 contains 2774 members 
Mstep: Class 56 contains 7789 members 
Mstep: Class 57 contains 3764 members 
Mstep: Class 58 contains 15740 members 
Mstep: Class 59 contains 27380 members 
Mstep: Class 60 contains 2121 members 
Mstep: Class 61 contains 5149 members 
Mstep: Class 62 contains 3717 members 
Mstep: Class 63 contains 1937 members 
Mstep: Class 64 contains 54744 members 
Mstep: Class 65 contains 5220 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 8650 members 
Mstep: Class 68 contains 6289 members 
Mstep: Class 69 contains 8070 members 
Mstep: Class 70 contains 6119 members 
Mstep: Class 71 contains 5963 members 
Mstep: Class 72 contains 18208 members 
Mstep: Class 73 contains 16603 members 
Mstep: Class 74 contains 2631 members 
Mstep: Class 75 contains 4409 members 
Mstep: Class 76 contains 11079 members 
Mstep: Class 77 contains 36968 members 
Mstep: Class 78 contains 56774 members 
Mstep: Class 79 contains 9164 members 
Mstep: Class 80 contains 3750 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4152 members 
Mstep: Class 83 contains 2823 members 
Mstep: Class 84 contains 2116 members 
Mstep: Class 85 contains 12092 members 
Mstep: Class 86 contains 6958 members 
Mstep: Class 88 contains 4454 members 
Mstep: Class 89 contains 8092 members 
Mstep: Class 90 contains 8567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259632.000000 Penalty: 319784.968750
Iteration 142Q: 90 clusters Score -2.122596e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 80543 members 
Mstep: Class 4 contains 26446 members 
Mstep: Class 5 contains 12962 members 
Mstep: Class 6 contains 60159 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14709 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 255007 members 
Mstep: Class 13 contains 6099 members 
Mstep: Class 14 contains 8884 members 
Mstep: Class 15 contains 25662 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 53404 members 
Mstep: Class 18 contains 19609 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15242 members 
Mstep: Class 22 contains 99877 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41248 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 5673 members 
Mstep: Class 28 contains 9657 members 
Mstep: Class 29 contains 173626 members 
Mstep: Class 30 contains 8461 members 
Mstep: Class 31 contains 12269 members 
Mstep: Class 32 contains 13257 members 
Mstep: Class 33 contains 132464 members 
Mstep: Class 34 contains 142162 members 
Mstep: Class 35 contains 25402 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 5503 members 
Mstep: Class 38 contains 26220 members 
Mstep: Class 39 contains 7872 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20942 members 
Mstep: Class 42 contains 6829 members 
Mstep: Class 43 contains 9633 members 
Mstep: Class 44 contains 7094 members 
Mstep: Class 45 contains 24678 members 
Mstep: Class 46 contains 7549 members 
Mstep: Class 47 contains 9432 members 
Mstep: Class 48 contains 42164 members 
Mstep: Class 49 contains 11644 members 
Mstep: Class 50 contains 9101 members 
Mstep: Class 51 contains 19465 members 
Mstep: Class 52 contains 35418 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11623 members 
Mstep: Class 55 contains 2779 members 
Mstep: Class 56 contains 7777 members 
Mstep: Class 57 contains 3764 members 
Mstep: Class 58 contains 15745 members 
Mstep: Class 59 contains 27323 members 
Mstep: Class 60 contains 2122 members 
Mstep: Class 61 contains 5151 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1943 members 
Mstep: Class 64 contains 54738 members 
Mstep: Class 65 contains 5210 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8654 members 
Mstep: Class 68 contains 6279 members 
Mstep: Class 69 contains 8076 members 
Mstep: Class 70 contains 6162 members 
Mstep: Class 71 contains 5969 members 
Mstep: Class 72 contains 18212 members 
Mstep: Class 73 contains 16609 members 
Mstep: Class 74 contains 2635 members 
Mstep: Class 75 contains 4431 members 
Mstep: Class 76 contains 11094 members 
Mstep: Class 77 contains 36958 members 
Mstep: Class 78 contains 56757 members 
Mstep: Class 79 contains 9159 members 
Mstep: Class 80 contains 3750 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4171 members 
Mstep: Class 83 contains 2821 members 
Mstep: Class 84 contains 2128 members 
Mstep: Class 85 contains 12172 members 
Mstep: Class 86 contains 6956 members 
Mstep: Class 88 contains 4445 members 
Mstep: Class 89 contains 8119 members 
Mstep: Class 90 contains 8567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260144.000000 Penalty: 319784.968750
Iteration 143Q: 90 clusters Score -2.122601e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 80536 members 
Mstep: Class 4 contains 26498 members 
Mstep: Class 5 contains 12959 members 
Mstep: Class 6 contains 60137 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 255021 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 8887 members 
Mstep: Class 15 contains 25667 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 53266 members 
Mstep: Class 18 contains 19610 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15248 members 
Mstep: Class 22 contains 99972 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41242 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 5672 members 
Mstep: Class 28 contains 9653 members 
Mstep: Class 29 contains 173536 members 
Mstep: Class 30 contains 8484 members 
Mstep: Class 31 contains 12279 members 
Mstep: Class 32 contains 13225 members 
Mstep: Class 33 contains 132560 members 
Mstep: Class 34 contains 142141 members 
Mstep: Class 35 contains 25397 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 5504 members 
Mstep: Class 38 contains 26175 members 
Mstep: Class 39 contains 7878 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20945 members 
Mstep: Class 42 contains 6832 members 
Mstep: Class 43 contains 9631 members 
Mstep: Class 44 contains 7061 members 
Mstep: Class 45 contains 24614 members 
Mstep: Class 46 contains 7548 members 
Mstep: Class 47 contains 9423 members 
Mstep: Class 48 contains 42168 members 
Mstep: Class 49 contains 11635 members 
Mstep: Class 50 contains 9094 members 
Mstep: Class 51 contains 19476 members 
Mstep: Class 52 contains 35402 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11621 members 
Mstep: Class 55 contains 2789 members 
Mstep: Class 56 contains 7765 members 
Mstep: Class 57 contains 3764 members 
Mstep: Class 58 contains 15752 members 
Mstep: Class 59 contains 27284 members 
Mstep: Class 60 contains 2123 members 
Mstep: Class 61 contains 5160 members 
Mstep: Class 62 contains 3717 members 
Mstep: Class 63 contains 1945 members 
Mstep: Class 64 contains 54729 members 
Mstep: Class 65 contains 5206 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 8654 members 
Mstep: Class 68 contains 6271 members 
Mstep: Class 69 contains 8078 members 
Mstep: Class 70 contains 6193 members 
Mstep: Class 71 contains 5975 members 
Mstep: Class 72 contains 18220 members 
Mstep: Class 73 contains 16614 members 
Mstep: Class 74 contains 2641 members 
Mstep: Class 75 contains 4447 members 
Mstep: Class 76 contains 11110 members 
Mstep: Class 77 contains 36955 members 
Mstep: Class 78 contains 56749 members 
Mstep: Class 79 contains 9156 members 
Mstep: Class 80 contains 3750 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4188 members 
Mstep: Class 83 contains 2818 members 
Mstep: Class 84 contains 2145 members 
Mstep: Class 85 contains 12223 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 88 contains 4426 members 
Mstep: Class 89 contains 8119 members 
Mstep: Class 90 contains 8567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260336.000000 Penalty: 319784.968750
Iteration 144Q: 90 clusters Score -2.122603e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 80541 members 
Mstep: Class 4 contains 26550 members 
Mstep: Class 5 contains 12956 members 
Mstep: Class 6 contains 60103 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 255043 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 8894 members 
Mstep: Class 15 contains 25670 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 53156 members 
Mstep: Class 18 contains 19607 members 
Mstep: Class 19 contains 9114 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15258 members 
Mstep: Class 22 contains 100071 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41236 members 
Mstep: Class 26 contains 2203 members 
Mstep: Class 27 contains 5671 members 
Mstep: Class 28 contains 9655 members 
Mstep: Class 29 contains 173423 members 
Mstep: Class 30 contains 8502 members 
Mstep: Class 31 contains 12287 members 
Mstep: Class 32 contains 13203 members 
Mstep: Class 33 contains 132648 members 
Mstep: Class 34 contains 142129 members 
Mstep: Class 35 contains 25388 members 
Mstep: Class 36 contains 6146 members 
Mstep: Class 37 contains 5507 members 
Mstep: Class 38 contains 26134 members 
Mstep: Class 39 contains 7879 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20946 members 
Mstep: Class 42 contains 6841 members 
Mstep: Class 43 contains 9641 members 
Mstep: Class 44 contains 7039 members 
Mstep: Class 45 contains 24545 members 
Mstep: Class 46 contains 7549 members 
Mstep: Class 47 contains 9412 members 
Mstep: Class 48 contains 42176 members 
Mstep: Class 49 contains 11630 members 
Mstep: Class 50 contains 9087 members 
Mstep: Class 51 contains 19483 members 
Mstep: Class 52 contains 35392 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11618 members 
Mstep: Class 55 contains 2805 members 
Mstep: Class 56 contains 7750 members 
Mstep: Class 57 contains 3763 members 
Mstep: Class 58 contains 15758 members 
Mstep: Class 59 contains 27244 members 
Mstep: Class 60 contains 2129 members 
Mstep: Class 61 contains 5166 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1946 members 
Mstep: Class 64 contains 54718 members 
Mstep: Class 65 contains 5199 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 8657 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8080 members 
Mstep: Class 70 contains 6215 members 
Mstep: Class 71 contains 5990 members 
Mstep: Class 72 contains 18236 members 
Mstep: Class 73 contains 16617 members 
Mstep: Class 74 contains 2640 members 
Mstep: Class 75 contains 4455 members 
Mstep: Class 76 contains 11131 members 
Mstep: Class 77 contains 36958 members 
Mstep: Class 78 contains 56742 members 
Mstep: Class 79 contains 9151 members 
Mstep: Class 80 contains 3745 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4196 members 
Mstep: Class 83 contains 2808 members 
Mstep: Class 84 contains 2163 members 
Mstep: Class 85 contains 12256 members 
Mstep: Class 86 contains 6952 members 
Mstep: Class 88 contains 4405 members 
Mstep: Class 89 contains 8120 members 
Mstep: Class 90 contains 8563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260464.000000 Penalty: 319784.968750
Iteration 145Q: 90 clusters Score -2.122605e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 80531 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 12953 members 
Mstep: Class 6 contains 60086 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 255064 members 
Mstep: Class 13 contains 6255 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 25671 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 53052 members 
Mstep: Class 18 contains 19607 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15268 members 
Mstep: Class 22 contains 100157 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41234 members 
Mstep: Class 26 contains 2237 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 9657 members 
Mstep: Class 29 contains 173316 members 
Mstep: Class 30 contains 8513 members 
Mstep: Class 31 contains 12297 members 
Mstep: Class 32 contains 13166 members 
Mstep: Class 33 contains 132746 members 
Mstep: Class 34 contains 142106 members 
Mstep: Class 35 contains 25368 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 5511 members 
Mstep: Class 38 contains 26095 members 
Mstep: Class 39 contains 7879 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20947 members 
Mstep: Class 42 contains 6858 members 
Mstep: Class 43 contains 9644 members 
Mstep: Class 44 contains 7014 members 
Mstep: Class 45 contains 24479 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9410 members 
Mstep: Class 48 contains 42178 members 
Mstep: Class 49 contains 11629 members 
Mstep: Class 50 contains 9087 members 
Mstep: Class 51 contains 19491 members 
Mstep: Class 52 contains 35379 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11615 members 
Mstep: Class 55 contains 2820 members 
Mstep: Class 56 contains 7746 members 
Mstep: Class 57 contains 3763 members 
Mstep: Class 58 contains 15765 members 
Mstep: Class 59 contains 27201 members 
Mstep: Class 60 contains 2134 members 
Mstep: Class 61 contains 5168 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1946 members 
Mstep: Class 64 contains 54711 members 
Mstep: Class 65 contains 5200 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8657 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8085 members 
Mstep: Class 70 contains 6232 members 
Mstep: Class 71 contains 5998 members 
Mstep: Class 72 contains 18250 members 
Mstep: Class 73 contains 16622 members 
Mstep: Class 74 contains 2638 members 
Mstep: Class 75 contains 4461 members 
Mstep: Class 76 contains 11150 members 
Mstep: Class 77 contains 36976 members 
Mstep: Class 78 contains 56729 members 
Mstep: Class 79 contains 9149 members 
Mstep: Class 80 contains 3741 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4204 members 
Mstep: Class 83 contains 2803 members 
Mstep: Class 84 contains 2184 members 
Mstep: Class 85 contains 12284 members 
Mstep: Class 86 contains 6950 members 
Mstep: Class 88 contains 4376 members 
Mstep: Class 89 contains 8126 members 
Mstep: Class 90 contains 8557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260336.000000 Penalty: 319784.968750
Iteration 146Q: 90 clusters Score -2.122603e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 80523 members 
Mstep: Class 4 contains 26656 members 
Mstep: Class 5 contains 12954 members 
Mstep: Class 6 contains 60073 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 255089 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 8902 members 
Mstep: Class 15 contains 25669 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 52975 members 
Mstep: Class 18 contains 19605 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15274 members 
Mstep: Class 22 contains 100241 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41232 members 
Mstep: Class 26 contains 2260 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 9658 members 
Mstep: Class 29 contains 173201 members 
Mstep: Class 30 contains 8527 members 
Mstep: Class 31 contains 12303 members 
Mstep: Class 32 contains 13150 members 
Mstep: Class 33 contains 132821 members 
Mstep: Class 34 contains 142097 members 
Mstep: Class 35 contains 25352 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 5515 members 
Mstep: Class 38 contains 26044 members 
Mstep: Class 39 contains 7880 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20946 members 
Mstep: Class 42 contains 6878 members 
Mstep: Class 43 contains 9647 members 
Mstep: Class 44 contains 6993 members 
Mstep: Class 45 contains 24427 members 
Mstep: Class 46 contains 7551 members 
Mstep: Class 47 contains 9403 members 
Mstep: Class 48 contains 42182 members 
Mstep: Class 49 contains 11624 members 
Mstep: Class 50 contains 9087 members 
Mstep: Class 51 contains 19503 members 
Mstep: Class 52 contains 35363 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11613 members 
Mstep: Class 55 contains 2830 members 
Mstep: Class 56 contains 7737 members 
Mstep: Class 57 contains 3762 members 
Mstep: Class 58 contains 15763 members 
Mstep: Class 59 contains 27167 members 
Mstep: Class 60 contains 2137 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1947 members 
Mstep: Class 64 contains 54703 members 
Mstep: Class 65 contains 5211 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8659 members 
Mstep: Class 68 contains 6262 members 
Mstep: Class 69 contains 8086 members 
Mstep: Class 70 contains 6254 members 
Mstep: Class 71 contains 6003 members 
Mstep: Class 72 contains 18268 members 
Mstep: Class 73 contains 16628 members 
Mstep: Class 74 contains 2637 members 
Mstep: Class 75 contains 4466 members 
Mstep: Class 76 contains 11160 members 
Mstep: Class 77 contains 36972 members 
Mstep: Class 78 contains 56717 members 
Mstep: Class 79 contains 9143 members 
Mstep: Class 80 contains 3734 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4216 members 
Mstep: Class 83 contains 2798 members 
Mstep: Class 84 contains 2203 members 
Mstep: Class 85 contains 12303 members 
Mstep: Class 86 contains 6949 members 
Mstep: Class 88 contains 4361 members 
Mstep: Class 89 contains 8121 members 
Mstep: Class 90 contains 8553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260288.000000 Penalty: 319784.968750
Iteration 147Q: 90 clusters Score -2.122603e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 80516 members 
Mstep: Class 4 contains 26716 members 
Mstep: Class 5 contains 12950 members 
Mstep: Class 6 contains 60062 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 255108 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 25666 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 52911 members 
Mstep: Class 18 contains 19603 members 
Mstep: Class 19 contains 9123 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15274 members 
Mstep: Class 22 contains 100316 members 
Mstep: Class 23 contains 13000 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41230 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 173110 members 
Mstep: Class 30 contains 8540 members 
Mstep: Class 31 contains 12308 members 
Mstep: Class 32 contains 13129 members 
Mstep: Class 33 contains 132881 members 
Mstep: Class 34 contains 142095 members 
Mstep: Class 35 contains 25343 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 5519 members 
Mstep: Class 38 contains 25990 members 
Mstep: Class 39 contains 7880 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20947 members 
Mstep: Class 42 contains 6886 members 
Mstep: Class 43 contains 9651 members 
Mstep: Class 44 contains 6969 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 7551 members 
Mstep: Class 47 contains 9398 members 
Mstep: Class 48 contains 42188 members 
Mstep: Class 49 contains 11617 members 
Mstep: Class 50 contains 9079 members 
Mstep: Class 51 contains 19512 members 
Mstep: Class 52 contains 35346 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11613 members 
Mstep: Class 55 contains 2840 members 
Mstep: Class 56 contains 7729 members 
Mstep: Class 57 contains 3763 members 
Mstep: Class 58 contains 15766 members 
Mstep: Class 59 contains 27142 members 
Mstep: Class 60 contains 2140 members 
Mstep: Class 61 contains 5176 members 
Mstep: Class 62 contains 3715 members 
Mstep: Class 63 contains 1948 members 
Mstep: Class 64 contains 54696 members 
Mstep: Class 65 contains 5221 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6256 members 
Mstep: Class 69 contains 8096 members 
Mstep: Class 70 contains 6264 members 
Mstep: Class 71 contains 6014 members 
Mstep: Class 72 contains 18287 members 
Mstep: Class 73 contains 16634 members 
Mstep: Class 74 contains 2635 members 
Mstep: Class 75 contains 4470 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 36960 members 
Mstep: Class 78 contains 56703 members 
Mstep: Class 79 contains 9144 members 
Mstep: Class 80 contains 3727 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4234 members 
Mstep: Class 83 contains 2791 members 
Mstep: Class 84 contains 2216 members 
Mstep: Class 85 contains 12321 members 
Mstep: Class 86 contains 6949 members 
Mstep: Class 88 contains 4347 members 
Mstep: Class 89 contains 8133 members 
Mstep: Class 90 contains 8551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260256.000000 Penalty: 319784.968750
Iteration 148Q: 90 clusters Score -2.122603e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 80510 members 
Mstep: Class 4 contains 26763 members 
Mstep: Class 5 contains 12945 members 
Mstep: Class 6 contains 60065 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14692 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 255123 members 
Mstep: Class 13 contains 6351 members 
Mstep: Class 14 contains 8909 members 
Mstep: Class 15 contains 25668 members 
Mstep: Class 16 contains 6737 members 
Mstep: Class 17 contains 52839 members 
Mstep: Class 18 contains 19604 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15276 members 
Mstep: Class 22 contains 100385 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41229 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 9662 members 
Mstep: Class 29 contains 173001 members 
Mstep: Class 30 contains 8552 members 
Mstep: Class 31 contains 12315 members 
Mstep: Class 32 contains 13116 members 
Mstep: Class 33 contains 132943 members 
Mstep: Class 34 contains 142087 members 
Mstep: Class 35 contains 25337 members 
Mstep: Class 36 contains 6149 members 
Mstep: Class 37 contains 5522 members 
Mstep: Class 38 contains 25946 members 
Mstep: Class 39 contains 7878 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20949 members 
Mstep: Class 42 contains 6888 members 
Mstep: Class 43 contains 9664 members 
Mstep: Class 44 contains 6957 members 
Mstep: Class 45 contains 24320 members 
Mstep: Class 46 contains 7551 members 
Mstep: Class 47 contains 9400 members 
Mstep: Class 48 contains 42186 members 
Mstep: Class 49 contains 11613 members 
Mstep: Class 50 contains 9078 members 
Mstep: Class 51 contains 19520 members 
Mstep: Class 52 contains 35334 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11615 members 
Mstep: Class 55 contains 2843 members 
Mstep: Class 56 contains 7726 members 
Mstep: Class 57 contains 3765 members 
Mstep: Class 58 contains 15773 members 
Mstep: Class 59 contains 27129 members 
Mstep: Class 60 contains 2143 members 
Mstep: Class 61 contains 5181 members 
Mstep: Class 62 contains 3716 members 
Mstep: Class 63 contains 1949 members 
Mstep: Class 64 contains 54692 members 
Mstep: Class 65 contains 5230 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8659 members 
Mstep: Class 68 contains 6252 members 
Mstep: Class 69 contains 8098 members 
Mstep: Class 70 contains 6271 members 
Mstep: Class 71 contains 6032 members 
Mstep: Class 72 contains 18291 members 
Mstep: Class 73 contains 16637 members 
Mstep: Class 74 contains 2632 members 
Mstep: Class 75 contains 4476 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 36959 members 
Mstep: Class 78 contains 56682 members 
Mstep: Class 79 contains 9140 members 
Mstep: Class 80 contains 3725 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4242 members 
Mstep: Class 83 contains 2780 members 
Mstep: Class 84 contains 2226 members 
Mstep: Class 85 contains 12334 members 
Mstep: Class 86 contains 6949 members 
Mstep: Class 88 contains 4336 members 
Mstep: Class 89 contains 8143 members 
Mstep: Class 90 contains 8553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259984.000000 Penalty: 319784.968750
Iteration 149Q: 90 clusters Score -2.1226e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 80513 members 
Mstep: Class 4 contains 26813 members 
Mstep: Class 5 contains 12944 members 
Mstep: Class 6 contains 60069 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4459 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 255139 members 
Mstep: Class 13 contains 6387 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 25665 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 52775 members 
Mstep: Class 18 contains 19603 members 
Mstep: Class 19 contains 9133 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15282 members 
Mstep: Class 22 contains 100452 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41229 members 
Mstep: Class 26 contains 2318 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 9664 members 
Mstep: Class 29 contains 172907 members 
Mstep: Class 30 contains 8566 members 
Mstep: Class 31 contains 12317 members 
Mstep: Class 32 contains 13102 members 
Mstep: Class 33 contains 132983 members 
Mstep: Class 34 contains 142079 members 
Mstep: Class 35 contains 25328 members 
Mstep: Class 36 contains 6149 members 
Mstep: Class 37 contains 5525 members 
Mstep: Class 38 contains 25912 members 
Mstep: Class 39 contains 7874 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20951 members 
Mstep: Class 42 contains 6892 members 
Mstep: Class 43 contains 9665 members 
Mstep: Class 44 contains 6947 members 
Mstep: Class 45 contains 24279 members 
Mstep: Class 46 contains 7551 members 
Mstep: Class 47 contains 9397 members 
Mstep: Class 48 contains 42184 members 
Mstep: Class 49 contains 11609 members 
Mstep: Class 50 contains 9075 members 
Mstep: Class 51 contains 19525 members 
Mstep: Class 52 contains 35327 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11612 members 
Mstep: Class 55 contains 2850 members 
Mstep: Class 56 contains 7721 members 
Mstep: Class 57 contains 3763 members 
Mstep: Class 58 contains 15777 members 
Mstep: Class 59 contains 27104 members 
Mstep: Class 60 contains 2147 members 
Mstep: Class 61 contains 5181 members 
Mstep: Class 62 contains 3717 members 
Mstep: Class 63 contains 1950 members 
Mstep: Class 64 contains 54678 members 
Mstep: Class 65 contains 5237 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8656 members 
Mstep: Class 68 contains 6247 members 
Mstep: Class 69 contains 8100 members 
Mstep: Class 70 contains 6280 members 
Mstep: Class 71 contains 6039 members 
Mstep: Class 72 contains 18304 members 
Mstep: Class 73 contains 16643 members 
Mstep: Class 74 contains 2630 members 
Mstep: Class 75 contains 4481 members 
Mstep: Class 76 contains 11191 members 
Mstep: Class 77 contains 36955 members 
Mstep: Class 78 contains 56670 members 
Mstep: Class 79 contains 9139 members 
Mstep: Class 80 contains 3725 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4260 members 
Mstep: Class 83 contains 2769 members 
Mstep: Class 84 contains 2232 members 
Mstep: Class 85 contains 12350 members 
Mstep: Class 86 contains 6949 members 
Mstep: Class 88 contains 4314 members 
Mstep: Class 89 contains 8159 members 
Mstep: Class 90 contains 8550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260432.000000 Penalty: 319784.968750
Iteration 150Q: 90 clusters Score -2.122604e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 80501 members 
Mstep: Class 4 contains 26865 members 
Mstep: Class 5 contains 12944 members 
Mstep: Class 6 contains 60073 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 255159 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 25666 members 
Mstep: Class 16 contains 6717 members 
Mstep: Class 17 contains 52718 members 
Mstep: Class 18 contains 19599 members 
Mstep: Class 19 contains 9137 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15283 members 
Mstep: Class 22 contains 100509 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41229 members 
Mstep: Class 26 contains 2336 members 
Mstep: Class 27 contains 5665 members 
Mstep: Class 28 contains 9665 members 
Mstep: Class 29 contains 172806 members 
Mstep: Class 30 contains 8581 members 
Mstep: Class 31 contains 12327 members 
Mstep: Class 32 contains 13081 members 
Mstep: Class 33 contains 133027 members 
Mstep: Class 34 contains 142075 members 
Mstep: Class 35 contains 25324 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 5528 members 
Mstep: Class 38 contains 25868 members 
Mstep: Class 39 contains 7876 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20952 members 
Mstep: Class 42 contains 6891 members 
Mstep: Class 43 contains 9669 members 
Mstep: Class 44 contains 6926 members 
Mstep: Class 45 contains 24238 members 
Mstep: Class 46 contains 7551 members 
Mstep: Class 47 contains 9386 members 
Mstep: Class 48 contains 42181 members 
Mstep: Class 49 contains 11602 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19534 members 
Mstep: Class 52 contains 35320 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 2866 members 
Mstep: Class 56 contains 7717 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15783 members 
Mstep: Class 59 contains 27086 members 
Mstep: Class 60 contains 2149 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3717 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54670 members 
Mstep: Class 65 contains 5247 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8657 members 
Mstep: Class 68 contains 6248 members 
Mstep: Class 69 contains 8103 members 
Mstep: Class 70 contains 6292 members 
Mstep: Class 71 contains 6050 members 
Mstep: Class 72 contains 18323 members 
Mstep: Class 73 contains 16647 members 
Mstep: Class 74 contains 2624 members 
Mstep: Class 75 contains 4486 members 
Mstep: Class 76 contains 11200 members 
Mstep: Class 77 contains 36958 members 
Mstep: Class 78 contains 56649 members 
Mstep: Class 79 contains 9138 members 
Mstep: Class 80 contains 3720 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4269 members 
Mstep: Class 83 contains 2762 members 
Mstep: Class 84 contains 2238 members 
Mstep: Class 85 contains 12371 members 
Mstep: Class 86 contains 6951 members 
Mstep: Class 88 contains 4288 members 
Mstep: Class 89 contains 8174 members 
Mstep: Class 90 contains 8549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260192.000000 Penalty: 319784.968750
Iteration 151Q: 90 clusters Score -2.122602e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 80501 members 
Mstep: Class 4 contains 26916 members 
Mstep: Class 5 contains 12945 members 
Mstep: Class 6 contains 60073 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 14703 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 255174 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 14 contains 8925 members 
Mstep: Class 15 contains 25663 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 52661 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 9142 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 100563 members 
Mstep: Class 23 contains 12989 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41227 members 
Mstep: Class 26 contains 2353 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 9664 members 
Mstep: Class 29 contains 172711 members 
Mstep: Class 30 contains 8596 members 
Mstep: Class 31 contains 12332 members 
Mstep: Class 32 contains 13055 members 
Mstep: Class 33 contains 133074 members 
Mstep: Class 34 contains 142063 members 
Mstep: Class 35 contains 25314 members 
Mstep: Class 36 contains 6151 members 
Mstep: Class 37 contains 5528 members 
Mstep: Class 38 contains 25829 members 
Mstep: Class 39 contains 7881 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20952 members 
Mstep: Class 42 contains 6880 members 
Mstep: Class 43 contains 9670 members 
Mstep: Class 44 contains 6911 members 
Mstep: Class 45 contains 24196 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9374 members 
Mstep: Class 48 contains 42183 members 
Mstep: Class 49 contains 11598 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19543 members 
Mstep: Class 52 contains 35309 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11603 members 
Mstep: Class 55 contains 2894 members 
Mstep: Class 56 contains 7710 members 
Mstep: Class 57 contains 3760 members 
Mstep: Class 58 contains 15788 members 
Mstep: Class 59 contains 27073 members 
Mstep: Class 60 contains 2151 members 
Mstep: Class 61 contains 5186 members 
Mstep: Class 62 contains 3717 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54662 members 
Mstep: Class 65 contains 5249 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8656 members 
Mstep: Class 68 contains 6247 members 
Mstep: Class 69 contains 8105 members 
Mstep: Class 70 contains 6296 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 18339 members 
Mstep: Class 73 contains 16648 members 
Mstep: Class 74 contains 2620 members 
Mstep: Class 75 contains 4489 members 
Mstep: Class 76 contains 11205 members 
Mstep: Class 77 contains 36969 members 
Mstep: Class 78 contains 56635 members 
Mstep: Class 79 contains 9138 members 
Mstep: Class 80 contains 3717 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4288 members 
Mstep: Class 83 contains 2760 members 
Mstep: Class 84 contains 2245 members 
Mstep: Class 85 contains 12386 members 
Mstep: Class 86 contains 6949 members 
Mstep: Class 88 contains 4261 members 
Mstep: Class 89 contains 8188 members 
Mstep: Class 90 contains 8548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260128.000000 Penalty: 319784.968750
Iteration 152Q: 90 clusters Score -2.122601e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 80493 members 
Mstep: Class 4 contains 26974 members 
Mstep: Class 5 contains 12946 members 
Mstep: Class 6 contains 60069 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 17504 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 255183 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 8931 members 
Mstep: Class 15 contains 25662 members 
Mstep: Class 16 contains 6715 members 
Mstep: Class 17 contains 52617 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15289 members 
Mstep: Class 22 contains 100594 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41229 members 
Mstep: Class 26 contains 2369 members 
Mstep: Class 27 contains 5665 members 
Mstep: Class 28 contains 9667 members 
Mstep: Class 29 contains 172620 members 
Mstep: Class 30 contains 8610 members 
Mstep: Class 31 contains 12337 members 
Mstep: Class 32 contains 13032 members 
Mstep: Class 33 contains 133107 members 
Mstep: Class 34 contains 142053 members 
Mstep: Class 35 contains 25308 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5528 members 
Mstep: Class 38 contains 25792 members 
Mstep: Class 39 contains 7880 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20952 members 
Mstep: Class 42 contains 6879 members 
Mstep: Class 43 contains 9664 members 
Mstep: Class 44 contains 6902 members 
Mstep: Class 45 contains 24168 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9375 members 
Mstep: Class 48 contains 42183 members 
Mstep: Class 49 contains 11589 members 
Mstep: Class 50 contains 9076 members 
Mstep: Class 51 contains 19544 members 
Mstep: Class 52 contains 35315 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11606 members 
Mstep: Class 55 contains 2910 members 
Mstep: Class 56 contains 7704 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15794 members 
Mstep: Class 59 contains 27054 members 
Mstep: Class 60 contains 2151 members 
Mstep: Class 61 contains 5187 members 
Mstep: Class 62 contains 3717 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54649 members 
Mstep: Class 65 contains 5257 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8656 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8105 members 
Mstep: Class 70 contains 6302 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 18351 members 
Mstep: Class 73 contains 16651 members 
Mstep: Class 74 contains 2625 members 
Mstep: Class 75 contains 4491 members 
Mstep: Class 76 contains 11211 members 
Mstep: Class 77 contains 36982 members 
Mstep: Class 78 contains 56626 members 
Mstep: Class 79 contains 9135 members 
Mstep: Class 80 contains 3715 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4310 members 
Mstep: Class 83 contains 2757 members 
Mstep: Class 84 contains 2243 members 
Mstep: Class 85 contains 12402 members 
Mstep: Class 86 contains 6948 members 
Mstep: Class 88 contains 4231 members 
Mstep: Class 89 contains 8195 members 
Mstep: Class 90 contains 8547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260480.000000 Penalty: 319784.968750
Iteration 153Q: 90 clusters Score -2.122605e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 80479 members 
Mstep: Class 4 contains 27019 members 
Mstep: Class 5 contains 12946 members 
Mstep: Class 6 contains 60067 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 14703 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 255201 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 25657 members 
Mstep: Class 16 contains 6713 members 
Mstep: Class 17 contains 52572 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9155 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 100609 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41229 members 
Mstep: Class 26 contains 2378 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 9669 members 
Mstep: Class 29 contains 172542 members 
Mstep: Class 30 contains 8619 members 
Mstep: Class 31 contains 12338 members 
Mstep: Class 32 contains 13012 members 
Mstep: Class 33 contains 133147 members 
Mstep: Class 34 contains 142046 members 
Mstep: Class 35 contains 25310 members 
Mstep: Class 36 contains 6158 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25759 members 
Mstep: Class 39 contains 7883 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20954 members 
Mstep: Class 42 contains 6881 members 
Mstep: Class 43 contains 9660 members 
Mstep: Class 44 contains 6890 members 
Mstep: Class 45 contains 24148 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9369 members 
Mstep: Class 48 contains 42183 members 
Mstep: Class 49 contains 11578 members 
Mstep: Class 50 contains 9077 members 
Mstep: Class 51 contains 19546 members 
Mstep: Class 52 contains 35324 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11607 members 
Mstep: Class 55 contains 2933 members 
Mstep: Class 56 contains 7702 members 
Mstep: Class 57 contains 3760 members 
Mstep: Class 58 contains 15798 members 
Mstep: Class 59 contains 27044 members 
Mstep: Class 60 contains 2150 members 
Mstep: Class 61 contains 5186 members 
Mstep: Class 62 contains 3718 members 
Mstep: Class 63 contains 1952 members 
Mstep: Class 64 contains 54640 members 
Mstep: Class 65 contains 5260 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8655 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8110 members 
Mstep: Class 70 contains 6308 members 
Mstep: Class 71 contains 6068 members 
Mstep: Class 72 contains 18373 members 
Mstep: Class 73 contains 16652 members 
Mstep: Class 74 contains 2632 members 
Mstep: Class 75 contains 4489 members 
Mstep: Class 76 contains 11218 members 
Mstep: Class 77 contains 36981 members 
Mstep: Class 78 contains 56622 members 
Mstep: Class 79 contains 9132 members 
Mstep: Class 80 contains 3713 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4329 members 
Mstep: Class 83 contains 2751 members 
Mstep: Class 84 contains 2246 members 
Mstep: Class 85 contains 12409 members 
Mstep: Class 86 contains 6949 members 
Mstep: Class 88 contains 4201 members 
Mstep: Class 89 contains 8210 members 
Mstep: Class 90 contains 8547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260528.000000 Penalty: 319784.968750
Iteration 154Q: 90 clusters Score -2.122605e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1384 members 
Mstep: Class 3 contains 80463 members 
Mstep: Class 4 contains 27067 members 
Mstep: Class 5 contains 12946 members 
Mstep: Class 6 contains 60073 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 255210 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 8937 members 
Mstep: Class 15 contains 25651 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 52530 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15292 members 
Mstep: Class 22 contains 100620 members 
Mstep: Class 23 contains 12982 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41228 members 
Mstep: Class 26 contains 2390 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9673 members 
Mstep: Class 29 contains 172460 members 
Mstep: Class 30 contains 8626 members 
Mstep: Class 31 contains 12339 members 
Mstep: Class 32 contains 13000 members 
Mstep: Class 33 contains 133190 members 
Mstep: Class 34 contains 142036 members 
Mstep: Class 35 contains 25309 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25727 members 
Mstep: Class 39 contains 7885 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20954 members 
Mstep: Class 42 contains 6888 members 
Mstep: Class 43 contains 9661 members 
Mstep: Class 44 contains 6879 members 
Mstep: Class 45 contains 24137 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9364 members 
Mstep: Class 48 contains 42181 members 
Mstep: Class 49 contains 11560 members 
Mstep: Class 50 contains 9076 members 
Mstep: Class 51 contains 19548 members 
Mstep: Class 52 contains 35335 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11606 members 
Mstep: Class 55 contains 2941 members 
Mstep: Class 56 contains 7700 members 
Mstep: Class 57 contains 3758 members 
Mstep: Class 58 contains 15803 members 
Mstep: Class 59 contains 27034 members 
Mstep: Class 60 contains 2149 members 
Mstep: Class 61 contains 5186 members 
Mstep: Class 62 contains 3722 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54633 members 
Mstep: Class 65 contains 5262 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8657 members 
Mstep: Class 68 contains 6238 members 
Mstep: Class 69 contains 8111 members 
Mstep: Class 70 contains 6308 members 
Mstep: Class 71 contains 6068 members 
Mstep: Class 72 contains 18385 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2634 members 
Mstep: Class 75 contains 4490 members 
Mstep: Class 76 contains 11228 members 
Mstep: Class 77 contains 36975 members 
Mstep: Class 78 contains 56616 members 
Mstep: Class 79 contains 9129 members 
Mstep: Class 80 contains 3713 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4341 members 
Mstep: Class 83 contains 2747 members 
Mstep: Class 84 contains 2248 members 
Mstep: Class 85 contains 12415 members 
Mstep: Class 86 contains 6951 members 
Mstep: Class 88 contains 4191 members 
Mstep: Class 89 contains 8224 members 
Mstep: Class 90 contains 8545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260400.000000 Penalty: 319784.968750
Iteration 155Q: 90 clusters Score -2.122604e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1384 members 
Mstep: Class 3 contains 80446 members 
Mstep: Class 4 contains 27104 members 
Mstep: Class 5 contains 12944 members 
Mstep: Class 6 contains 60084 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 14703 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 255222 members 
Mstep: Class 13 contains 6634 members 
Mstep: Class 14 contains 8940 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 52490 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9170 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15298 members 
Mstep: Class 22 contains 100622 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41226 members 
Mstep: Class 26 contains 2403 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172373 members 
Mstep: Class 30 contains 8639 members 
Mstep: Class 31 contains 12337 members 
Mstep: Class 32 contains 12978 members 
Mstep: Class 33 contains 133225 members 
Mstep: Class 34 contains 142019 members 
Mstep: Class 35 contains 25309 members 
Mstep: Class 36 contains 6155 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25695 members 
Mstep: Class 39 contains 7887 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6885 members 
Mstep: Class 43 contains 9660 members 
Mstep: Class 44 contains 6869 members 
Mstep: Class 45 contains 24123 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9358 members 
Mstep: Class 48 contains 42181 members 
Mstep: Class 49 contains 11546 members 
Mstep: Class 50 contains 9076 members 
Mstep: Class 51 contains 19553 members 
Mstep: Class 52 contains 35349 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 2967 members 
Mstep: Class 56 contains 7698 members 
Mstep: Class 57 contains 3757 members 
Mstep: Class 58 contains 15809 members 
Mstep: Class 59 contains 27022 members 
Mstep: Class 60 contains 2148 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54627 members 
Mstep: Class 65 contains 5257 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 8657 members 
Mstep: Class 68 contains 6235 members 
Mstep: Class 69 contains 8114 members 
Mstep: Class 70 contains 6308 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 18402 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2639 members 
Mstep: Class 75 contains 4495 members 
Mstep: Class 76 contains 11235 members 
Mstep: Class 77 contains 36974 members 
Mstep: Class 78 contains 56610 members 
Mstep: Class 79 contains 9127 members 
Mstep: Class 80 contains 3713 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4361 members 
Mstep: Class 83 contains 2745 members 
Mstep: Class 84 contains 2251 members 
Mstep: Class 85 contains 12425 members 
Mstep: Class 86 contains 6953 members 
Mstep: Class 88 contains 4164 members 
Mstep: Class 89 contains 8248 members 
Mstep: Class 90 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260864.000000 Penalty: 319784.968750
Iteration 156Q: 90 clusters Score -2.122609e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1384 members 
Mstep: Class 3 contains 80435 members 
Mstep: Class 4 contains 27140 members 
Mstep: Class 5 contains 12940 members 
Mstep: Class 6 contains 60090 members 
Mstep: Class 7 contains 3902 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 255242 members 
Mstep: Class 13 contains 6664 members 
Mstep: Class 14 contains 8941 members 
Mstep: Class 15 contains 25652 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 17 contains 52459 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 9182 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15299 members 
Mstep: Class 22 contains 100641 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41224 members 
Mstep: Class 26 contains 2414 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 9675 members 
Mstep: Class 29 contains 172304 members 
Mstep: Class 30 contains 8645 members 
Mstep: Class 31 contains 12340 members 
Mstep: Class 32 contains 12945 members 
Mstep: Class 33 contains 133260 members 
Mstep: Class 34 contains 142011 members 
Mstep: Class 35 contains 25306 members 
Mstep: Class 36 contains 6153 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25656 members 
Mstep: Class 39 contains 7893 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20956 members 
Mstep: Class 42 contains 6888 members 
Mstep: Class 43 contains 9662 members 
Mstep: Class 44 contains 6859 members 
Mstep: Class 45 contains 24109 members 
Mstep: Class 46 contains 7549 members 
Mstep: Class 47 contains 9353 members 
Mstep: Class 48 contains 42176 members 
Mstep: Class 49 contains 11520 members 
Mstep: Class 50 contains 9077 members 
Mstep: Class 51 contains 19561 members 
Mstep: Class 52 contains 35362 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11605 members 
Mstep: Class 55 contains 2980 members 
Mstep: Class 56 contains 7696 members 
Mstep: Class 57 contains 3759 members 
Mstep: Class 58 contains 15812 members 
Mstep: Class 59 contains 27007 members 
Mstep: Class 60 contains 2145 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3724 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54620 members 
Mstep: Class 65 contains 5261 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 8658 members 
Mstep: Class 68 contains 6229 members 
Mstep: Class 69 contains 8117 members 
Mstep: Class 70 contains 6309 members 
Mstep: Class 71 contains 6078 members 
Mstep: Class 72 contains 18420 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2644 members 
Mstep: Class 75 contains 4497 members 
Mstep: Class 76 contains 11241 members 
Mstep: Class 77 contains 36978 members 
Mstep: Class 78 contains 56602 members 
Mstep: Class 79 contains 9125 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4379 members 
Mstep: Class 83 contains 2743 members 
Mstep: Class 84 contains 2253 members 
Mstep: Class 85 contains 12434 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 88 contains 4141 members 
Mstep: Class 89 contains 8270 members 
Mstep: Class 90 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260640.000000 Penalty: 319784.968750
Iteration 157Q: 90 clusters Score -2.122606e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1384 members 
Mstep: Class 3 contains 80429 members 
Mstep: Class 4 contains 27192 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60099 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 255260 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 8941 members 
Mstep: Class 15 contains 25649 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 52435 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15301 members 
Mstep: Class 22 contains 100657 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41221 members 
Mstep: Class 26 contains 2426 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 9675 members 
Mstep: Class 29 contains 172212 members 
Mstep: Class 30 contains 8648 members 
Mstep: Class 31 contains 12343 members 
Mstep: Class 32 contains 12923 members 
Mstep: Class 33 contains 133292 members 
Mstep: Class 34 contains 142002 members 
Mstep: Class 35 contains 25302 members 
Mstep: Class 36 contains 6151 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25613 members 
Mstep: Class 39 contains 7890 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9665 members 
Mstep: Class 44 contains 6856 members 
Mstep: Class 45 contains 24094 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9344 members 
Mstep: Class 48 contains 42172 members 
Mstep: Class 49 contains 11523 members 
Mstep: Class 50 contains 9077 members 
Mstep: Class 51 contains 19569 members 
Mstep: Class 52 contains 35370 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11605 members 
Mstep: Class 55 contains 2995 members 
Mstep: Class 56 contains 7694 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15813 members 
Mstep: Class 59 contains 26988 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5187 members 
Mstep: Class 62 contains 3724 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54614 members 
Mstep: Class 65 contains 5263 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 8659 members 
Mstep: Class 68 contains 6227 members 
Mstep: Class 69 contains 8118 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6089 members 
Mstep: Class 72 contains 18423 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2648 members 
Mstep: Class 75 contains 4501 members 
Mstep: Class 76 contains 11243 members 
Mstep: Class 77 contains 36991 members 
Mstep: Class 78 contains 56592 members 
Mstep: Class 79 contains 9124 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4391 members 
Mstep: Class 83 contains 2741 members 
Mstep: Class 84 contains 2254 members 
Mstep: Class 85 contains 12440 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 88 contains 4109 members 
Mstep: Class 89 contains 8299 members 
Mstep: Class 90 contains 8535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260784.000000 Penalty: 319784.968750
Iteration 158Q: 90 clusters Score -2.122608e+08 nChanged 751
Entering ConstructFrom: 
Score: -212260784.000000 Penalty: 319784.968750
Entering ConstructFrom: 
Trying to split cluster 1 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -595455.437500 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -595455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -590737.625000 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -590737.6 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -591911.750000 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -591911.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -592154.750000 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -592154.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -592380.937500 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -592380.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -592668.187500 Penalty: 4254.737793
	Iteration 4F: 3 clusters Score -592668.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -593073.250000 Penalty: 4254.737793
	Iteration 5F: 3 clusters Score -593073.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -593559.625000 Penalty: 4254.737793
	Iteration 6F: 3 clusters Score -593559.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -594078.000000 Penalty: 4254.737793
	Iteration 7F: 3 clusters Score -594078 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -594480.125000 Penalty: 4254.737793
	Iteration 8F: 3 clusters Score -594480.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -594719.812500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -594719.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -594820.000000 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -594820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -594871.750000 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -594871.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -594900.687500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -594900.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -594914.687500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -594914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -594920.437500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -594920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -594923.187500 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -594923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -594924.375000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -594924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -594925.000000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -594925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -594925.937500 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -594925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -594925.937500 Penalty: 4254.737793
	Iteration 19F: 3 clusters Score -594925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -136106.265625 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -136106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133919.890625 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -133919.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134425.343750 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -134425.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134631.328125 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -134631.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -134753.562500 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -134753.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134873.921875 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -134873.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134978.171875 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -134978.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135040.218750 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -135040.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135107.500000 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -135107.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135185.234375 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -135185.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -135250.046875 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -135250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135336.609375 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -135336.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -135443.234375 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -135443.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135534.593750 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -135534.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -135573.718750 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -135573.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135593.250000 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -135593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135606.218750 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -135606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -135613.468750 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -135613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135618.109375 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -135618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135623.359375 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -135623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135631.171875 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -135631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135636.562500 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -135636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -135651.875000 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -135651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135668.703125 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -135668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135685.531250 Penalty: 3587.793945
	Iteration 23Q: 3 clusters Score -135685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135689.171875 Penalty: 3587.793945
	Iteration 24Q: 3 clusters Score -135689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135693.437500 Penalty: 3587.793945
	Iteration 25Q: 3 clusters Score -135693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135702.375000 Penalty: 3587.793945
	Iteration 26Q: 3 clusters Score -135702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135709.281250 Penalty: 3587.793945
	Iteration 27Q: 3 clusters Score -135709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135714.312500 Penalty: 3587.793945
	Iteration 28Q: 3 clusters Score -135714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135722.234375 Penalty: 3587.793945
	Iteration 29Q: 3 clusters Score -135722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -135724.906250 Penalty: 3587.793945
	Iteration 30Q: 3 clusters Score -135724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -135724.906250 Penalty: 3587.793945
	Iteration 31F: 3 clusters Score -135724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Entering Unmasked Estep 
Score: -9161541.000000 Penalty: 2801.164551
	Iteration 0F: 2 clusters Score -9161541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -9107845.000000 Penalty: 5602.329102
	Iteration 0F: 3 clusters Score -9107845 nChanged 37767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -9129124.000000 Penalty: 5602.329102
	Iteration 1F: 3 clusters Score -9129124 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -9129835.000000 Penalty: 5602.329102
	Iteration 2Q: 3 clusters Score -9129835 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -9130368.000000 Penalty: 5602.329102
	Iteration 3Q: 3 clusters Score -9130368 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -9131027.000000 Penalty: 5602.329102
	Iteration 4Q: 3 clusters Score -9131027 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9131821.000000 Penalty: 5602.329102
	Iteration 5Q: 3 clusters Score -9131821 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -9132713.000000 Penalty: 5602.329102
	Iteration 6Q: 3 clusters Score -9132713 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -9134032.000000 Penalty: 5602.329102
	Iteration 7Q: 3 clusters Score -9134032 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9136034.000000 Penalty: 5602.329102
	Iteration 8F: 3 clusters Score -9136034 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -9139021.000000 Penalty: 5602.329102
	Iteration 9F: 3 clusters Score -9139021 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -9142805.000000 Penalty: 5602.329102
	Iteration 10F: 3 clusters Score -9142805 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -9146431.000000 Penalty: 5602.329102
	Iteration 11F: 3 clusters Score -9146431 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -9149662.000000 Penalty: 5602.329102
	Iteration 12F: 3 clusters Score -9149662 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -9152009.000000 Penalty: 5602.329102
	Iteration 13Q: 3 clusters Score -9152009 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -9154007.000000 Penalty: 5602.329102
	Iteration 14Q: 3 clusters Score -9154007 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -9155680.000000 Penalty: 5602.329102
	Iteration 15Q: 3 clusters Score -9155680 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -9156797.000000 Penalty: 5602.329102
	Iteration 16Q: 3 clusters Score -9156797 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -9157619.000000 Penalty: 5602.329102
	Iteration 17Q: 3 clusters Score -9157619 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -9158141.000000 Penalty: 5602.329102
	Iteration 18Q: 3 clusters Score -9158141 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -9158486.000000 Penalty: 5602.329102
	Iteration 19Q: 3 clusters Score -9158486 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -9158714.000000 Penalty: 5602.329102
	Iteration 20F: 3 clusters Score -9158714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -9158858.000000 Penalty: 5602.329102
	Iteration 21Q: 3 clusters Score -9158858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -9158949.000000 Penalty: 5602.329102
	Iteration 22Q: 3 clusters Score -9158949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -9159001.000000 Penalty: 5602.329102
	Iteration 23Q: 3 clusters Score -9159001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -9159037.000000 Penalty: 5602.329102
	Iteration 24Q: 3 clusters Score -9159037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -9159074.000000 Penalty: 5602.329102
	Iteration 25Q: 3 clusters Score -9159074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -9159083.000000 Penalty: 5602.329102
	Iteration 26Q: 3 clusters Score -9159083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -9159106.000000 Penalty: 5602.329102
	Iteration 27Q: 3 clusters Score -9159106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -9159108.000000 Penalty: 5602.329102
	Iteration 28Q: 3 clusters Score -9159108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -9159115.000000 Penalty: 5602.329102
	Iteration 29Q: 3 clusters Score -9159115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -9159130.000000 Penalty: 5602.329102
	Iteration 30Q: 3 clusters Score -9159130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -9159123.000000 Penalty: 5602.329102
	Iteration 31Q: 3 clusters Score -9159123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -9159137.000000 Penalty: 5602.329102
	Iteration 32Q: 3 clusters Score -9159137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -9159149.000000 Penalty: 5602.329102
	Iteration 33Q: 3 clusters Score -9159149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -9159147.000000 Penalty: 5602.329102
	Iteration 34Q: 3 clusters Score -9159147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -9159159.000000 Penalty: 5602.329102
	Iteration 35Q: 3 clusters Score -9159159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -9159157.000000 Penalty: 5602.329102
	Iteration 36Q: 3 clusters Score -9159157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -9159177.000000 Penalty: 5602.329102
	Iteration 37Q: 3 clusters Score -9159177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -9159178.000000 Penalty: 5602.329102
	Iteration 38Q: 3 clusters Score -9159178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -9159182.000000 Penalty: 5602.329102
	Iteration 39Q: 3 clusters Score -9159182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -9159194.000000 Penalty: 5602.329102
	Iteration 40F: 3 clusters Score -9159194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -9159204.000000 Penalty: 5602.329102
	Iteration 41Q: 3 clusters Score -9159204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -9159204.000000 Penalty: 5602.329102
	Iteration 42Q: 3 clusters Score -9159204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -9159203.000000 Penalty: 5602.329102
	Iteration 43Q: 3 clusters Score -9159203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -9159218.000000 Penalty: 5602.329102
	Iteration 44Q: 3 clusters Score -9159218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -9159219.000000 Penalty: 5602.329102
	Iteration 45Q: 3 clusters Score -9159219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -9159208.000000 Penalty: 5602.329102
	Iteration 46Q: 3 clusters Score -9159208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -9159210.000000 Penalty: 5602.329102
	Iteration 47Q: 3 clusters Score -9159210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -9159207.000000 Penalty: 5602.329102
	Iteration 48Q: 3 clusters Score -9159207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -9159212.000000 Penalty: 5602.329102
	Iteration 49Q: 3 clusters Score -9159212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -9159209.000000 Penalty: 5602.329102
	Iteration 50Q: 3 clusters Score -9159209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -9159211.000000 Penalty: 5602.329102
	Iteration 51Q: 3 clusters Score -9159211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -9159211.000000 Penalty: 5602.329102
	Iteration 52F: 3 clusters Score -9159211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Entering Unmasked Estep 
Score: -3183432.000000 Penalty: 2532.703613
	Iteration 0F: 2 clusters Score -3183432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3164640.500000 Penalty: 5065.407227
	Iteration 0F: 3 clusters Score -3164640 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3171291.250000 Penalty: 5065.407227
	Iteration 1F: 3 clusters Score -3171291 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3171768.750000 Penalty: 5065.407227
	Iteration 2F: 3 clusters Score -3171769 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3172195.750000 Penalty: 5065.407227
	Iteration 3Q: 3 clusters Score -3172196 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3172608.250000 Penalty: 5065.407227
	Iteration 4Q: 3 clusters Score -3172608 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3173065.750000 Penalty: 5065.407227
	Iteration 5Q: 3 clusters Score -3173066 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3173612.250000 Penalty: 5065.407227
	Iteration 6Q: 3 clusters Score -3173612 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3174292.750000 Penalty: 5065.407227
	Iteration 7Q: 3 clusters Score -3174293 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3175139.750000 Penalty: 5065.407227
	Iteration 8F: 3 clusters Score -3175140 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3176122.500000 Penalty: 5065.407227
	Iteration 9F: 3 clusters Score -3176122 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3177179.000000 Penalty: 5065.407227
	Iteration 10F: 3 clusters Score -3177179 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3178192.750000 Penalty: 5065.407227
	Iteration 11Q: 3 clusters Score -3178193 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3179185.500000 Penalty: 5065.407227
	Iteration 12Q: 3 clusters Score -3179186 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3179952.750000 Penalty: 5065.407227
	Iteration 13Q: 3 clusters Score -3179953 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3180510.500000 Penalty: 5065.407227
	Iteration 14Q: 3 clusters Score -3180510 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3180817.500000 Penalty: 5065.407227
	Iteration 15Q: 3 clusters Score -3180818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3180993.500000 Penalty: 5065.407227
	Iteration 16Q: 3 clusters Score -3180994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3181099.750000 Penalty: 5065.407227
	Iteration 17Q: 3 clusters Score -3181100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3181153.750000 Penalty: 5065.407227
	Iteration 18Q: 3 clusters Score -3181154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3181194.750000 Penalty: 5065.407227
	Iteration 19Q: 3 clusters Score -3181195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3181230.250000 Penalty: 5065.407227
	Iteration 20F: 3 clusters Score -3181230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3181241.250000 Penalty: 5065.407227
	Iteration 21Q: 3 clusters Score -3181241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3181264.000000 Penalty: 5065.407227
	Iteration 22Q: 3 clusters Score -3181264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3181271.500000 Penalty: 5065.407227
	Iteration 23Q: 3 clusters Score -3181272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3181273.500000 Penalty: 5065.407227
	Iteration 24Q: 3 clusters Score -3181274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3181280.250000 Penalty: 5065.407227
	Iteration 25Q: 3 clusters Score -3181280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3181293.500000 Penalty: 5065.407227
	Iteration 26Q: 3 clusters Score -3181294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3181297.750000 Penalty: 5065.407227
	Iteration 27Q: 3 clusters Score -3181298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3181296.500000 Penalty: 5065.407227
	Iteration 28Q: 3 clusters Score -3181296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3181296.500000 Penalty: 5065.407227
	Iteration 29F: 3 clusters Score -3181296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Entering Unmasked Estep 
Score: -1479142.750000 Penalty: 2348.064453
	Iteration 0F: 2 clusters Score -1479143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1469654.250000 Penalty: 4696.128906
	Iteration 0F: 3 clusters Score -1469654 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1472722.500000 Penalty: 4696.128906
	Iteration 1F: 3 clusters Score -1472722 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1473274.000000 Penalty: 4696.128906
	Iteration 2F: 3 clusters Score -1473274 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1473911.000000 Penalty: 4696.128906
	Iteration 3F: 3 clusters Score -1473911 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1474634.000000 Penalty: 4696.128906
	Iteration 4F: 3 clusters Score -1474634 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1475268.500000 Penalty: 4696.128906
	Iteration 5F: 3 clusters Score -1475268 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1475691.500000 Penalty: 4696.128906
	Iteration 6F: 3 clusters Score -1475692 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1475961.500000 Penalty: 4696.128906
	Iteration 7Q: 3 clusters Score -1475962 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1476129.625000 Penalty: 4696.128906
	Iteration 8Q: 3 clusters Score -1476130 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1476225.250000 Penalty: 4696.128906
	Iteration 9Q: 3 clusters Score -1476225 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1476293.000000 Penalty: 4696.128906
	Iteration 10Q: 3 clusters Score -1476293 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1476338.250000 Penalty: 4696.128906
	Iteration 11Q: 3 clusters Score -1476338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1476374.000000 Penalty: 4696.128906
	Iteration 12Q: 3 clusters Score -1476374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1476402.625000 Penalty: 4696.128906
	Iteration 13Q: 3 clusters Score -1476403 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1476430.625000 Penalty: 4696.128906
	Iteration 14Q: 3 clusters Score -1476431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1476450.875000 Penalty: 4696.128906
	Iteration 15Q: 3 clusters Score -1476451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1476474.750000 Penalty: 4696.128906
	Iteration 16Q: 3 clusters Score -1476475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1476488.875000 Penalty: 4696.128906
	Iteration 17Q: 3 clusters Score -1476489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1476500.750000 Penalty: 4696.128906
	Iteration 18Q: 3 clusters Score -1476501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1476510.375000 Penalty: 4696.128906
	Iteration 19Q: 3 clusters Score -1476510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1476526.000000 Penalty: 4696.128906
	Iteration 20F: 3 clusters Score -1476526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1476539.500000 Penalty: 4696.128906
	Iteration 21Q: 3 clusters Score -1476540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1476558.000000 Penalty: 4696.128906
	Iteration 22Q: 3 clusters Score -1476558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1476573.375000 Penalty: 4696.128906
	Iteration 23Q: 3 clusters Score -1476573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1476587.375000 Penalty: 4696.128906
	Iteration 24Q: 3 clusters Score -1476587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1476599.500000 Penalty: 4696.128906
	Iteration 25Q: 3 clusters Score -1476600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1476618.125000 Penalty: 4696.128906
	Iteration 26Q: 3 clusters Score -1476618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1476630.375000 Penalty: 4696.128906
	Iteration 27Q: 3 clusters Score -1476630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1476642.375000 Penalty: 4696.128906
	Iteration 28Q: 3 clusters Score -1476642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1476653.250000 Penalty: 4696.128906
	Iteration 29Q: 3 clusters Score -1476653 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1476670.875000 Penalty: 4696.128906
	Iteration 30Q: 3 clusters Score -1476671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1476684.625000 Penalty: 4696.128906
	Iteration 31Q: 3 clusters Score -1476685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1476700.375000 Penalty: 4696.128906
	Iteration 32Q: 3 clusters Score -1476700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1476719.000000 Penalty: 4696.128906
	Iteration 33Q: 3 clusters Score -1476719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1476730.875000 Penalty: 4696.128906
	Iteration 34Q: 3 clusters Score -1476731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1476750.500000 Penalty: 4696.128906
	Iteration 35Q: 3 clusters Score -1476750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1476771.375000 Penalty: 4696.128906
	Iteration 36Q: 3 clusters Score -1476771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1476794.125000 Penalty: 4696.128906
	Iteration 37Q: 3 clusters Score -1476794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1476814.375000 Penalty: 4696.128906
	Iteration 38Q: 3 clusters Score -1476814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1476833.500000 Penalty: 4696.128906
	Iteration 39Q: 3 clusters Score -1476834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1476858.125000 Penalty: 4696.128906
	Iteration 40F: 3 clusters Score -1476858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1476873.125000 Penalty: 4696.128906
	Iteration 41Q: 3 clusters Score -1476873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1476888.125000 Penalty: 4696.128906
	Iteration 42Q: 3 clusters Score -1476888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1476895.000000 Penalty: 4696.128906
	Iteration 43Q: 3 clusters Score -1476895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1476911.500000 Penalty: 4696.128906
	Iteration 44Q: 3 clusters Score -1476912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1476922.750000 Penalty: 4696.128906
	Iteration 45Q: 3 clusters Score -1476923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1476936.875000 Penalty: 4696.128906
	Iteration 46Q: 3 clusters Score -1476937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1476938.500000 Penalty: 4696.128906
	Iteration 47Q: 3 clusters Score -1476938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1476950.375000 Penalty: 4696.128906
	Iteration 48Q: 3 clusters Score -1476950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1476960.000000 Penalty: 4696.128906
	Iteration 49Q: 3 clusters Score -1476960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1476968.875000 Penalty: 4696.128906
	Iteration 50Q: 3 clusters Score -1476969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1476979.875000 Penalty: 4696.128906
	Iteration 51Q: 3 clusters Score -1476980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1476992.500000 Penalty: 4696.128906
	Iteration 52Q: 3 clusters Score -1476992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1477000.500000 Penalty: 4696.128906
	Iteration 53Q: 3 clusters Score -1477000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1477008.875000 Penalty: 4696.128906
	Iteration 54Q: 3 clusters Score -1477009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1477022.500000 Penalty: 4696.128906
	Iteration 55Q: 3 clusters Score -1477022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1477035.875000 Penalty: 4696.128906
	Iteration 56Q: 3 clusters Score -1477036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1477047.375000 Penalty: 4696.128906
	Iteration 57Q: 3 clusters Score -1477047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1477061.375000 Penalty: 4696.128906
	Iteration 58Q: 3 clusters Score -1477061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1477069.875000 Penalty: 4696.128906
	Iteration 59Q: 3 clusters Score -1477070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1477080.375000 Penalty: 4696.128906
	Iteration 60F: 3 clusters Score -1477080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1477089.125000 Penalty: 4696.128906
	Iteration 61Q: 3 clusters Score -1477089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1477095.250000 Penalty: 4696.128906
	Iteration 62Q: 3 clusters Score -1477095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1477098.375000 Penalty: 4696.128906
	Iteration 63Q: 3 clusters Score -1477098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1477109.750000 Penalty: 4696.128906
	Iteration 64Q: 3 clusters Score -1477110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1477111.750000 Penalty: 4696.128906
	Iteration 65Q: 3 clusters Score -1477112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1477115.250000 Penalty: 4696.128906
	Iteration 66Q: 3 clusters Score -1477115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1477123.625000 Penalty: 4696.128906
	Iteration 67Q: 3 clusters Score -1477124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1477129.125000 Penalty: 4696.128906
	Iteration 68Q: 3 clusters Score -1477129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1477137.750000 Penalty: 4696.128906
	Iteration 69Q: 3 clusters Score -1477138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1477143.250000 Penalty: 4696.128906
	Iteration 70Q: 3 clusters Score -1477143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1477148.625000 Penalty: 4696.128906
	Iteration 71Q: 3 clusters Score -1477149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1477161.875000 Penalty: 4696.128906
	Iteration 72Q: 3 clusters Score -1477162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1477163.875000 Penalty: 4696.128906
	Iteration 73Q: 3 clusters Score -1477164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1477169.875000 Penalty: 4696.128906
	Iteration 74Q: 3 clusters Score -1477170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1477172.250000 Penalty: 4696.128906
	Iteration 75Q: 3 clusters Score -1477172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1477180.750000 Penalty: 4696.128906
	Iteration 76Q: 3 clusters Score -1477181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1477181.750000 Penalty: 4696.128906
	Iteration 77Q: 3 clusters Score -1477182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1477182.750000 Penalty: 4696.128906
	Iteration 78Q: 3 clusters Score -1477183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1477186.000000 Penalty: 4696.128906
	Iteration 79Q: 3 clusters Score -1477186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1477186.625000 Penalty: 4696.128906
	Iteration 80F: 3 clusters Score -1477187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1477187.750000 Penalty: 4696.128906
	Iteration 81Q: 3 clusters Score -1477188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1477187.875000 Penalty: 4696.128906
	Iteration 82Q: 3 clusters Score -1477188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1477185.750000 Penalty: 4696.128906
	Iteration 83Q: 3 clusters Score -1477186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1477192.000000 Penalty: 4696.128906
	Iteration 84Q: 3 clusters Score -1477192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1477193.125000 Penalty: 4696.128906
	Iteration 85Q: 3 clusters Score -1477193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1477193.000000 Penalty: 4696.128906
	Iteration 86Q: 3 clusters Score -1477193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1477193.125000 Penalty: 4696.128906
	Iteration 87Q: 3 clusters Score -1477193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1477193.125000 Penalty: 4696.128906
	Iteration 88F: 3 clusters Score -1477193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Entering Unmasked Estep 
Score: -6898583.500000 Penalty: 2728.966797
	Iteration 0F: 2 clusters Score -6898584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -6858067.500000 Penalty: 5457.933594
	Iteration 0F: 3 clusters Score -6858068 nChanged 27971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -6873708.500000 Penalty: 5457.933594
	Iteration 1F: 3 clusters Score -6873708 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6874793.500000 Penalty: 5457.933594
	Iteration 2Q: 3 clusters Score -6874794 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6876518.000000 Penalty: 5457.933594
	Iteration 3F: 3 clusters Score -6876518 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -6879045.000000 Penalty: 5457.933594
	Iteration 4F: 3 clusters Score -6879045 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -6882324.500000 Penalty: 5457.933594
	Iteration 5F: 3 clusters Score -6882324 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -6885920.500000 Penalty: 5457.933594
	Iteration 6F: 3 clusters Score -6885920 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -6889338.500000 Penalty: 5457.933594
	Iteration 7F: 3 clusters Score -6889338 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6892096.000000 Penalty: 5457.933594
	Iteration 8F: 3 clusters Score -6892096 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6893896.000000 Penalty: 5457.933594
	Iteration 9Q: 3 clusters Score -6893896 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6894973.000000 Penalty: 5457.933594
	Iteration 10Q: 3 clusters Score -6894973 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6895549.000000 Penalty: 5457.933594
	Iteration 11Q: 3 clusters Score -6895549 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6895856.000000 Penalty: 5457.933594
	Iteration 12Q: 3 clusters Score -6895856 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6895999.500000 Penalty: 5457.933594
	Iteration 13Q: 3 clusters Score -6896000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6896134.000000 Penalty: 5457.933594
	Iteration 14Q: 3 clusters Score -6896134 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6896220.000000 Penalty: 5457.933594
	Iteration 15Q: 3 clusters Score -6896220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6896261.500000 Penalty: 5457.933594
	Iteration 16Q: 3 clusters Score -6896262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6896286.000000 Penalty: 5457.933594
	Iteration 17Q: 3 clusters Score -6896286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6896311.500000 Penalty: 5457.933594
	Iteration 18Q: 3 clusters Score -6896312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6896328.500000 Penalty: 5457.933594
	Iteration 19Q: 3 clusters Score -6896328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6896332.000000 Penalty: 5457.933594
	Iteration 20F: 3 clusters Score -6896332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6896336.000000 Penalty: 5457.933594
	Iteration 21Q: 3 clusters Score -6896336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6896337.500000 Penalty: 5457.933594
	Iteration 22Q: 3 clusters Score -6896338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6896343.500000 Penalty: 5457.933594
	Iteration 23Q: 3 clusters Score -6896344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6896348.500000 Penalty: 5457.933594
	Iteration 24Q: 3 clusters Score -6896348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6896348.000000 Penalty: 5457.933594
	Iteration 25Q: 3 clusters Score -6896348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6896352.500000 Penalty: 5457.933594
	Iteration 26Q: 3 clusters Score -6896352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6896357.000000 Penalty: 5457.933594
	Iteration 27Q: 3 clusters Score -6896357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6896355.500000 Penalty: 5457.933594
	Iteration 28Q: 3 clusters Score -6896356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6896351.500000 Penalty: 5457.933594
	Iteration 29Q: 3 clusters Score -6896352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6896355.000000 Penalty: 5457.933594
	Iteration 30Q: 3 clusters Score -6896355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6896354.500000 Penalty: 5457.933594
	Iteration 31Q: 3 clusters Score -6896354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6896352.000000 Penalty: 5457.933594
	Iteration 32Q: 3 clusters Score -6896352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6896349.500000 Penalty: 5457.933594
	Iteration 33Q: 3 clusters Score -6896350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6896361.000000 Penalty: 5457.933594
	Iteration 34Q: 3 clusters Score -6896361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6896353.500000 Penalty: 5457.933594
	Iteration 35Q: 3 clusters Score -6896354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6896365.500000 Penalty: 5457.933594
	Iteration 36Q: 3 clusters Score -6896366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6896368.000000 Penalty: 5457.933594
	Iteration 37Q: 3 clusters Score -6896368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6896369.500000 Penalty: 5457.933594
	Iteration 38Q: 3 clusters Score -6896370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6896368.500000 Penalty: 5457.933594
	Iteration 39Q: 3 clusters Score -6896368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6896368.500000 Penalty: 5457.933594
	Iteration 40F: 3 clusters Score -6896368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6896369.000000 Penalty: 5457.933594
	Iteration 41Q: 3 clusters Score -6896369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6896372.500000 Penalty: 5457.933594
	Iteration 42Q: 3 clusters Score -6896372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6896376.500000 Penalty: 5457.933594
	Iteration 43Q: 3 clusters Score -6896376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6896384.500000 Penalty: 5457.933594
	Iteration 44Q: 3 clusters Score -6896384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6896379.000000 Penalty: 5457.933594
	Iteration 45Q: 3 clusters Score -6896379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6896385.000000 Penalty: 5457.933594
	Iteration 46Q: 3 clusters Score -6896385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6896388.000000 Penalty: 5457.933594
	Iteration 47Q: 3 clusters Score -6896388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6896389.000000 Penalty: 5457.933594
	Iteration 48Q: 3 clusters Score -6896389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6896391.500000 Penalty: 5457.933594
	Iteration 49Q: 3 clusters Score -6896392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6896383.000000 Penalty: 5457.933594
	Iteration 50Q: 3 clusters Score -6896383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6896386.500000 Penalty: 5457.933594
	Iteration 51Q: 3 clusters Score -6896386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6896386.500000 Penalty: 5457.933594
	Iteration 52F: 3 clusters Score -6896386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Entering Unmasked Estep 
Score: -364034.000000 Penalty: 2051.153564
	Iteration 0F: 2 clusters Score -364034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -360252.750000 Penalty: 4102.307129
	Iteration 0F: 3 clusters Score -360252.8 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -361544.437500 Penalty: 4102.307129
	Iteration 1F: 3 clusters Score -361544.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -362182.656250 Penalty: 4102.307129
	Iteration 2F: 3 clusters Score -362182.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -362701.156250 Penalty: 4102.307129
	Iteration 3F: 3 clusters Score -362701.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -363059.562500 Penalty: 4102.307129
	Iteration 4F: 3 clusters Score -363059.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -363290.250000 Penalty: 4102.307129
	Iteration 5F: 3 clusters Score -363290.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -363393.812500 Penalty: 4102.307129
	Iteration 6Q: 3 clusters Score -363393.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -363440.437500 Penalty: 4102.307129
	Iteration 7Q: 3 clusters Score -363440.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -363470.406250 Penalty: 4102.307129
	Iteration 8Q: 3 clusters Score -363470.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363493.843750 Penalty: 4102.307129
	Iteration 9Q: 3 clusters Score -363493.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -363511.562500 Penalty: 4102.307129
	Iteration 10Q: 3 clusters Score -363511.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -363521.250000 Penalty: 4102.307129
	Iteration 11Q: 3 clusters Score -363521.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -363530.406250 Penalty: 4102.307129
	Iteration 12Q: 3 clusters Score -363530.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -363535.656250 Penalty: 4102.307129
	Iteration 13Q: 3 clusters Score -363535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -363538.812500 Penalty: 4102.307129
	Iteration 14Q: 3 clusters Score -363538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -363540.531250 Penalty: 4102.307129
	Iteration 15Q: 3 clusters Score -363540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -363542.687500 Penalty: 4102.307129
	Iteration 16Q: 3 clusters Score -363542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -363545.906250 Penalty: 4102.307129
	Iteration 17Q: 3 clusters Score -363545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363545.593750 Penalty: 4102.307129
	Iteration 18Q: 3 clusters Score -363545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363548.125000 Penalty: 4102.307129
	Iteration 19Q: 3 clusters Score -363548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -363548.625000 Penalty: 4102.307129
	Iteration 20F: 3 clusters Score -363548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363549.312500 Penalty: 4102.307129
	Iteration 21Q: 3 clusters Score -363549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363549.468750 Penalty: 4102.307129
	Iteration 22Q: 3 clusters Score -363549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -363549.812500 Penalty: 4102.307129
	Iteration 23Q: 3 clusters Score -363549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -363549.812500 Penalty: 4102.307129
	Iteration 24F: 3 clusters Score -363549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Entering Unmasked Estep 
Score: -1984345.500000 Penalty: 2422.949219
	Iteration 0F: 2 clusters Score -1984346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1971821.750000 Penalty: 4845.898438
	Iteration 0F: 3 clusters Score -1971822 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1976063.875000 Penalty: 4845.898438
	Iteration 1F: 3 clusters Score -1976064 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1976720.625000 Penalty: 4845.898438
	Iteration 2F: 3 clusters Score -1976721 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1977509.625000 Penalty: 4845.898438
	Iteration 3F: 3 clusters Score -1977510 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1978346.375000 Penalty: 4845.898438
	Iteration 4F: 3 clusters Score -1978346 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1979199.000000 Penalty: 4845.898438
	Iteration 5F: 3 clusters Score -1979199 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1980053.250000 Penalty: 4845.898438
	Iteration 6F: 3 clusters Score -1980053 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1980746.625000 Penalty: 4845.898438
	Iteration 7F: 3 clusters Score -1980747 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1981307.250000 Penalty: 4845.898438
	Iteration 8F: 3 clusters Score -1981307 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1981737.750000 Penalty: 4845.898438
	Iteration 9Q: 3 clusters Score -1981738 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1982039.375000 Penalty: 4845.898438
	Iteration 10Q: 3 clusters Score -1982039 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1982234.250000 Penalty: 4845.898438
	Iteration 11Q: 3 clusters Score -1982234 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1982397.875000 Penalty: 4845.898438
	Iteration 12Q: 3 clusters Score -1982398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1982549.875000 Penalty: 4845.898438
	Iteration 13Q: 3 clusters Score -1982550 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1982717.875000 Penalty: 4845.898438
	Iteration 14Q: 3 clusters Score -1982718 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1982883.875000 Penalty: 4845.898438
	Iteration 15Q: 3 clusters Score -1982884 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1983005.625000 Penalty: 4845.898438
	Iteration 16Q: 3 clusters Score -1983006 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1983118.125000 Penalty: 4845.898438
	Iteration 17Q: 3 clusters Score -1983118 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1983228.250000 Penalty: 4845.898438
	Iteration 18Q: 3 clusters Score -1983228 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1983323.125000 Penalty: 4845.898438
	Iteration 19Q: 3 clusters Score -1983323 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1983409.875000 Penalty: 4845.898438
	Iteration 20F: 3 clusters Score -1983410 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1983512.375000 Penalty: 4845.898438
	Iteration 21Q: 3 clusters Score -1983512 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1983613.625000 Penalty: 4845.898438
	Iteration 22Q: 3 clusters Score -1983614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1983685.875000 Penalty: 4845.898438
	Iteration 23Q: 3 clusters Score -1983686 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1983724.000000 Penalty: 4845.898438
	Iteration 24Q: 3 clusters Score -1983724 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1983761.000000 Penalty: 4845.898438
	Iteration 25Q: 3 clusters Score -1983761 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1983789.500000 Penalty: 4845.898438
	Iteration 26Q: 3 clusters Score -1983790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1983818.375000 Penalty: 4845.898438
	Iteration 27Q: 3 clusters Score -1983818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1983844.000000 Penalty: 4845.898438
	Iteration 28Q: 3 clusters Score -1983844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1983867.375000 Penalty: 4845.898438
	Iteration 29Q: 3 clusters Score -1983867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1983878.125000 Penalty: 4845.898438
	Iteration 30Q: 3 clusters Score -1983878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1983894.125000 Penalty: 4845.898438
	Iteration 31Q: 3 clusters Score -1983894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1983911.500000 Penalty: 4845.898438
	Iteration 32Q: 3 clusters Score -1983912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1983934.750000 Penalty: 4845.898438
	Iteration 33Q: 3 clusters Score -1983935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1983949.375000 Penalty: 4845.898438
	Iteration 34Q: 3 clusters Score -1983949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1983965.750000 Penalty: 4845.898438
	Iteration 35Q: 3 clusters Score -1983966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1983979.000000 Penalty: 4845.898438
	Iteration 36Q: 3 clusters Score -1983979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1983985.750000 Penalty: 4845.898438
	Iteration 37Q: 3 clusters Score -1983986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1983995.500000 Penalty: 4845.898438
	Iteration 38Q: 3 clusters Score -1983996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1984003.625000 Penalty: 4845.898438
	Iteration 39Q: 3 clusters Score -1984004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1984006.000000 Penalty: 4845.898438
	Iteration 40F: 3 clusters Score -1984006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1984009.000000 Penalty: 4845.898438
	Iteration 41Q: 3 clusters Score -1984009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1984012.125000 Penalty: 4845.898438
	Iteration 42Q: 3 clusters Score -1984012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1984016.375000 Penalty: 4845.898438
	Iteration 43Q: 3 clusters Score -1984016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1984019.000000 Penalty: 4845.898438
	Iteration 44Q: 3 clusters Score -1984019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1984021.750000 Penalty: 4845.898438
	Iteration 45Q: 3 clusters Score -1984022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1984021.500000 Penalty: 4845.898438
	Iteration 46Q: 3 clusters Score -1984022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1984021.125000 Penalty: 4845.898438
	Iteration 47Q: 3 clusters Score -1984021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1984022.750000 Penalty: 4845.898438
	Iteration 48Q: 3 clusters Score -1984023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1984023.625000 Penalty: 4845.898438
	Iteration 49Q: 3 clusters Score -1984024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1984024.250000 Penalty: 4845.898438
	Iteration 50Q: 3 clusters Score -1984024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1984026.250000 Penalty: 4845.898438
	Iteration 51Q: 3 clusters Score -1984026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1984025.250000 Penalty: 4845.898438
	Iteration 52Q: 3 clusters Score -1984025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1984028.000000 Penalty: 4845.898438
	Iteration 53Q: 3 clusters Score -1984028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1984024.250000 Penalty: 4845.898438
	Iteration 54Q: 3 clusters Score -1984024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1984025.625000 Penalty: 4845.898438
	Iteration 55Q: 3 clusters Score -1984026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1984027.125000 Penalty: 4845.898438
	Iteration 56Q: 3 clusters Score -1984027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1984027.000000 Penalty: 4845.898438
	Iteration 57Q: 3 clusters Score -1984027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1984028.750000 Penalty: 4845.898438
	Iteration 58Q: 3 clusters Score -1984029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1984029.375000 Penalty: 4845.898438
	Iteration 59Q: 3 clusters Score -1984029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1984031.750000 Penalty: 4845.898438
	Iteration 60F: 3 clusters Score -1984032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1984029.750000 Penalty: 4845.898438
	Iteration 61Q: 3 clusters Score -1984030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1984026.750000 Penalty: 4845.898438
	Iteration 62Q: 3 clusters Score -1984027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1984027.125000 Penalty: 4845.898438
	Iteration 63Q: 3 clusters Score -1984027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1984025.750000 Penalty: 4845.898438
	Iteration 64Q: 3 clusters Score -1984026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1984026.375000 Penalty: 4845.898438
	Iteration 65Q: 3 clusters Score -1984026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1984026.375000 Penalty: 4845.898438
	Iteration 66F: 3 clusters Score -1984026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -479426.781250 Penalty: 2083.363525
	Iteration 0F: 2 clusters Score -479426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -475237.281250 Penalty: 4166.727051
	Iteration 0F: 3 clusters Score -475237.3 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -476268.906250 Penalty: 4166.727051
	Iteration 1F: 3 clusters Score -476268.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -476583.812500 Penalty: 4166.727051
	Iteration 2F: 3 clusters Score -476583.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -476822.031250 Penalty: 4166.727051
	Iteration 3F: 3 clusters Score -476822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -477100.656250 Penalty: 4166.727051
	Iteration 4F: 3 clusters Score -477100.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -477361.843750 Penalty: 4166.727051
	Iteration 5F: 3 clusters Score -477361.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -477616.843750 Penalty: 4166.727051
	Iteration 6F: 3 clusters Score -477616.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -477807.750000 Penalty: 4166.727051
	Iteration 7Q: 3 clusters Score -477807.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -477918.250000 Penalty: 4166.727051
	Iteration 8Q: 3 clusters Score -477918.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -477990.750000 Penalty: 4166.727051
	Iteration 9Q: 3 clusters Score -477990.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -478049.000000 Penalty: 4166.727051
	Iteration 10Q: 3 clusters Score -478049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -478081.375000 Penalty: 4166.727051
	Iteration 11Q: 3 clusters Score -478081.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -478097.687500 Penalty: 4166.727051
	Iteration 12Q: 3 clusters Score -478097.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -478106.468750 Penalty: 4166.727051
	Iteration 13Q: 3 clusters Score -478106.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -478110.437500 Penalty: 4166.727051
	Iteration 14Q: 3 clusters Score -478110.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -478118.625000 Penalty: 4166.727051
	Iteration 15Q: 3 clusters Score -478118.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -478126.500000 Penalty: 4166.727051
	Iteration 16Q: 3 clusters Score -478126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -478131.343750 Penalty: 4166.727051
	Iteration 17Q: 3 clusters Score -478131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -478135.875000 Penalty: 4166.727051
	Iteration 18Q: 3 clusters Score -478135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -478137.968750 Penalty: 4166.727051
	Iteration 19Q: 3 clusters Score -478138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -478139.312500 Penalty: 4166.727051
	Iteration 20F: 3 clusters Score -478139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -478140.343750 Penalty: 4166.727051
	Iteration 21Q: 3 clusters Score -478140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -478141.437500 Penalty: 4166.727051
	Iteration 22Q: 3 clusters Score -478141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -478142.406250 Penalty: 4166.727051
	Iteration 23Q: 3 clusters Score -478142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -478143.125000 Penalty: 4166.727051
	Iteration 24Q: 3 clusters Score -478143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -478143.375000 Penalty: 4166.727051
	Iteration 25Q: 3 clusters Score -478143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -478143.468750 Penalty: 4166.727051
	Iteration 26Q: 3 clusters Score -478143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -478143.468750 Penalty: 4166.727051
	Iteration 27F: 3 clusters Score -478143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Entering Unmasked Estep 
Score: -1625158.250000 Penalty: 2379.776855
	Iteration 0F: 2 clusters Score -1625158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1614588.500000 Penalty: 4759.553711
	Iteration 0F: 3 clusters Score -1614588 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1618185.500000 Penalty: 4759.553711
	Iteration 1F: 3 clusters Score -1618186 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1618906.125000 Penalty: 4759.553711
	Iteration 2F: 3 clusters Score -1618906 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1619799.875000 Penalty: 4759.553711
	Iteration 3F: 3 clusters Score -1619800 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1620906.500000 Penalty: 4759.553711
	Iteration 4F: 3 clusters Score -1620906 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1622121.625000 Penalty: 4759.553711
	Iteration 5F: 3 clusters Score -1622122 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1623223.125000 Penalty: 4759.553711
	Iteration 6F: 3 clusters Score -1623223 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1623855.875000 Penalty: 4759.553711
	Iteration 7F: 3 clusters Score -1623856 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1624210.875000 Penalty: 4759.553711
	Iteration 8Q: 3 clusters Score -1624211 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1624385.375000 Penalty: 4759.553711
	Iteration 9Q: 3 clusters Score -1624385 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1624457.375000 Penalty: 4759.553711
	Iteration 10Q: 3 clusters Score -1624457 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1624506.500000 Penalty: 4759.553711
	Iteration 11Q: 3 clusters Score -1624506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1624539.375000 Penalty: 4759.553711
	Iteration 12Q: 3 clusters Score -1624539 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1624557.375000 Penalty: 4759.553711
	Iteration 13Q: 3 clusters Score -1624557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1624569.000000 Penalty: 4759.553711
	Iteration 14Q: 3 clusters Score -1624569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1624578.250000 Penalty: 4759.553711
	Iteration 15Q: 3 clusters Score -1624578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1624583.500000 Penalty: 4759.553711
	Iteration 16Q: 3 clusters Score -1624584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1624598.625000 Penalty: 4759.553711
	Iteration 17Q: 3 clusters Score -1624599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1624609.125000 Penalty: 4759.553711
	Iteration 18Q: 3 clusters Score -1624609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1624613.125000 Penalty: 4759.553711
	Iteration 19Q: 3 clusters Score -1624613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1624626.375000 Penalty: 4759.553711
	Iteration 20F: 3 clusters Score -1624626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1624638.750000 Penalty: 4759.553711
	Iteration 21Q: 3 clusters Score -1624639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1624654.375000 Penalty: 4759.553711
	Iteration 22Q: 3 clusters Score -1624654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1624658.250000 Penalty: 4759.553711
	Iteration 23Q: 3 clusters Score -1624658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1624669.250000 Penalty: 4759.553711
	Iteration 24Q: 3 clusters Score -1624669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1624683.500000 Penalty: 4759.553711
	Iteration 25Q: 3 clusters Score -1624684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1624694.125000 Penalty: 4759.553711
	Iteration 26Q: 3 clusters Score -1624694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1624713.750000 Penalty: 4759.553711
	Iteration 27Q: 3 clusters Score -1624714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1624739.500000 Penalty: 4759.553711
	Iteration 28Q: 3 clusters Score -1624740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1624762.750000 Penalty: 4759.553711
	Iteration 29Q: 3 clusters Score -1624763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1624793.500000 Penalty: 4759.553711
	Iteration 30Q: 3 clusters Score -1624794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1624829.875000 Penalty: 4759.553711
	Iteration 31Q: 3 clusters Score -1624830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1624895.250000 Penalty: 4759.553711
	Iteration 32Q: 3 clusters Score -1624895 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1624982.625000 Penalty: 4759.553711
	Iteration 33Q: 3 clusters Score -1624983 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1625071.000000 Penalty: 4759.553711
	Iteration 34Q: 3 clusters Score -1625071 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1625172.250000 Penalty: 4759.553711
	Iteration 35Q: 3 clusters Score -1625172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1625314.000000 Penalty: 4759.553711
	Iteration 36Q: 3 clusters Score -1625314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1625506.000000 Penalty: 4759.553711
	Iteration 37Q: 3 clusters Score -1625506 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1625809.375000 Penalty: 4759.553711
	Iteration 38Q: 3 clusters Score -1625809 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1626146.125000 Penalty: 4759.553711
	Iteration 39Q: 3 clusters Score -1626146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1626371.125000 Penalty: 4759.553711
	Iteration 40F: 3 clusters Score -1626371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1626463.625000 Penalty: 4759.553711
	Iteration 41Q: 3 clusters Score -1626464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1626489.750000 Penalty: 4759.553711
	Iteration 42Q: 3 clusters Score -1626490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1626492.625000 Penalty: 4759.553711
	Iteration 43Q: 3 clusters Score -1626493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1626492.750000 Penalty: 4759.553711
	Iteration 44Q: 3 clusters Score -1626493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1626497.250000 Penalty: 4759.553711
	Iteration 45Q: 3 clusters Score -1626497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1626498.000000 Penalty: 4759.553711
	Iteration 46Q: 3 clusters Score -1626498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1626498.125000 Penalty: 4759.553711
	Iteration 47Q: 3 clusters Score -1626498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1626498.125000 Penalty: 4759.553711
	Iteration 48F: 3 clusters Score -1626498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 255281 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 100678 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41217 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Entering Unmasked Estep 
Score: -212260928.000000 Penalty: 323378.062500
Splitting cluster 10 changes total score from -212260784.000000 to -212260928.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 11 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -718590.062500 Penalty: 2178.130127
	Iteration 0F: 2 clusters Score -718590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -713090.937500 Penalty: 4356.260254
	Iteration 0F: 3 clusters Score -713090.9 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -714542.625000 Penalty: 4356.260254
	Iteration 1F: 3 clusters Score -714542.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -714928.625000 Penalty: 4356.260254
	Iteration 2F: 3 clusters Score -714928.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -715378.875000 Penalty: 4356.260254
	Iteration 3F: 3 clusters Score -715378.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -715998.687500 Penalty: 4356.260254
	Iteration 4F: 3 clusters Score -715998.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -716795.437500 Penalty: 4356.260254
	Iteration 5F: 3 clusters Score -716795.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -717594.000000 Penalty: 4356.260254
	Iteration 6F: 3 clusters Score -717594 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -718153.812500 Penalty: 4356.260254
	Iteration 7F: 3 clusters Score -718153.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -718518.062500 Penalty: 4356.260254
	Iteration 8F: 3 clusters Score -718518.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -718731.312500 Penalty: 4356.260254
	Iteration 9Q: 3 clusters Score -718731.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -718853.437500 Penalty: 4356.260254
	Iteration 10Q: 3 clusters Score -718853.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -718913.125000 Penalty: 4356.260254
	Iteration 11Q: 3 clusters Score -718913.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -718938.937500 Penalty: 4356.260254
	Iteration 12Q: 3 clusters Score -718938.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -718966.500000 Penalty: 4356.260254
	Iteration 13Q: 3 clusters Score -718966.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -718995.125000 Penalty: 4356.260254
	Iteration 14Q: 3 clusters Score -718995.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -719019.312500 Penalty: 4356.260254
	Iteration 15Q: 3 clusters Score -719019.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -719036.687500 Penalty: 4356.260254
	Iteration 16Q: 3 clusters Score -719036.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -719045.687500 Penalty: 4356.260254
	Iteration 17Q: 3 clusters Score -719045.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -719052.500000 Penalty: 4356.260254
	Iteration 18Q: 3 clusters Score -719052.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -719061.062500 Penalty: 4356.260254
	Iteration 19Q: 3 clusters Score -719061.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -719070.812500 Penalty: 4356.260254
	Iteration 20F: 3 clusters Score -719070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -719082.687500 Penalty: 4356.260254
	Iteration 21Q: 3 clusters Score -719082.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -719092.000000 Penalty: 4356.260254
	Iteration 22Q: 3 clusters Score -719092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -719100.437500 Penalty: 4356.260254
	Iteration 23Q: 3 clusters Score -719100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -719109.812500 Penalty: 4356.260254
	Iteration 24Q: 3 clusters Score -719109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -719122.375000 Penalty: 4356.260254
	Iteration 25Q: 3 clusters Score -719122.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -719134.750000 Penalty: 4356.260254
	Iteration 26Q: 3 clusters Score -719134.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -719151.375000 Penalty: 4356.260254
	Iteration 27Q: 3 clusters Score -719151.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -719158.062500 Penalty: 4356.260254
	Iteration 28Q: 3 clusters Score -719158.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -719167.750000 Penalty: 4356.260254
	Iteration 29Q: 3 clusters Score -719167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -719168.125000 Penalty: 4356.260254
	Iteration 30Q: 3 clusters Score -719168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -719173.875000 Penalty: 4356.260254
	Iteration 31Q: 3 clusters Score -719173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -719174.500000 Penalty: 4356.260254
	Iteration 32Q: 3 clusters Score -719174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -719175.062500 Penalty: 4356.260254
	Iteration 33Q: 3 clusters Score -719175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -719178.437500 Penalty: 4356.260254
	Iteration 34Q: 3 clusters Score -719178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -719179.625000 Penalty: 4356.260254
	Iteration 35Q: 3 clusters Score -719179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -719179.937500 Penalty: 4356.260254
	Iteration 36Q: 3 clusters Score -719179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -719179.812500 Penalty: 4356.260254
	Iteration 37Q: 3 clusters Score -719179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -719183.250000 Penalty: 4356.260254
	Iteration 38Q: 3 clusters Score -719183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -719183.062500 Penalty: 4356.260254
	Iteration 39Q: 3 clusters Score -719183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -719183.875000 Penalty: 4356.260254
	Iteration 40F: 3 clusters Score -719183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -719184.937500 Penalty: 4356.260254
	Iteration 41Q: 3 clusters Score -719184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -719184.937500 Penalty: 4356.260254
	Iteration 42F: 3 clusters Score -719184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 255281 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 100678 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41217 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 2670 members 
Entering Unmasked Estep 
Score: -212260448.000000 Penalty: 326971.156250
Splitting cluster 11 changes total score from -212260784.000000 to -212260448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (255281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255281 members 
Entering Unmasked Estep 
Score: -29895622.000000 Penalty: 3087.629639
	Iteration 0F: 2 clusters Score -2.989562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -29734142.000000 Penalty: 6175.259277
	Iteration 0F: 3 clusters Score -2.973414e+07 nChanged 122951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -29807704.000000 Penalty: 6175.259277
	Iteration 1F: 3 clusters Score -2.98077e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 109861 members 
Entering Unmasked Estep 
Score: -29811614.000000 Penalty: 6175.259277
	Iteration 2Q: 3 clusters Score -2.981161e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -29818958.000000 Penalty: 6175.259277
	Iteration 3F: 3 clusters Score -2.981896e+07 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -29829610.000000 Penalty: 6175.259277
	Iteration 4F: 3 clusters Score -2.982961e+07 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187991 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -29841610.000000 Penalty: 6175.259277
	Iteration 5F: 3 clusters Score -2.984161e+07 nChanged 18224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204277 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -29852382.000000 Penalty: 6175.259277
	Iteration 6F: 3 clusters Score -2.985238e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218714 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -29861660.000000 Penalty: 6175.259277
	Iteration 7F: 3 clusters Score -2.986166e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230817 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -29871012.000000 Penalty: 6175.259277
	Iteration 8Q: 3 clusters Score -2.987101e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240702 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -29879654.000000 Penalty: 6175.259277
	Iteration 9Q: 3 clusters Score -2.987965e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247356 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -29886144.000000 Penalty: 6175.259277
	Iteration 10Q: 3 clusters Score -2.988614e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251143 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -29889840.000000 Penalty: 6175.259277
	Iteration 11Q: 3 clusters Score -2.988984e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -29891474.000000 Penalty: 6175.259277
	Iteration 12Q: 3 clusters Score -2.989147e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253712 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -29892300.000000 Penalty: 6175.259277
	Iteration 13Q: 3 clusters Score -2.98923e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254022 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -29892634.000000 Penalty: 6175.259277
	Iteration 14Q: 3 clusters Score -2.989263e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254140 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29892868.000000 Penalty: 6175.259277
	Iteration 15Q: 3 clusters Score -2.989287e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254203 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -29892996.000000 Penalty: 6175.259277
	Iteration 16Q: 3 clusters Score -2.9893e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254218 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -29893206.000000 Penalty: 6175.259277
	Iteration 17Q: 3 clusters Score -2.989321e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254198 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -29893562.000000 Penalty: 6175.259277
	Iteration 18Q: 3 clusters Score -2.989356e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254118 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -29893938.000000 Penalty: 6175.259277
	Iteration 19Q: 3 clusters Score -2.989394e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253963 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -29894266.000000 Penalty: 6175.259277
	Iteration 20F: 3 clusters Score -2.989427e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253746 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -29894608.000000 Penalty: 6175.259277
	Iteration 21Q: 3 clusters Score -2.989461e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253509 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -29894846.000000 Penalty: 6175.259277
	Iteration 22Q: 3 clusters Score -2.989485e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253253 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -29895170.000000 Penalty: 6175.259277
	Iteration 23Q: 3 clusters Score -2.989517e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252956 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -29895416.000000 Penalty: 6175.259277
	Iteration 24Q: 3 clusters Score -2.989542e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252657 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -29895592.000000 Penalty: 6175.259277
	Iteration 25Q: 3 clusters Score -2.989559e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252417 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -29895712.000000 Penalty: 6175.259277
	Iteration 26Q: 3 clusters Score -2.989571e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252215 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -29895792.000000 Penalty: 6175.259277
	Iteration 27Q: 3 clusters Score -2.989579e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252062 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -29895852.000000 Penalty: 6175.259277
	Iteration 28Q: 3 clusters Score -2.989585e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251940 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -29895906.000000 Penalty: 6175.259277
	Iteration 29Q: 3 clusters Score -2.989591e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251862 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -29895920.000000 Penalty: 6175.259277
	Iteration 30Q: 3 clusters Score -2.989592e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251802 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -29895966.000000 Penalty: 6175.259277
	Iteration 31Q: 3 clusters Score -2.989597e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251749 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -29896002.000000 Penalty: 6175.259277
	Iteration 32Q: 3 clusters Score -2.9896e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251704 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -29895986.000000 Penalty: 6175.259277
	Iteration 33Q: 3 clusters Score -2.989599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251673 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -29895996.000000 Penalty: 6175.259277
	Iteration 34Q: 3 clusters Score -2.9896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251651 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -29895994.000000 Penalty: 6175.259277
	Iteration 35Q: 3 clusters Score -2.989599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251639 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -29895984.000000 Penalty: 6175.259277
	Iteration 36Q: 3 clusters Score -2.989598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251628 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -29895996.000000 Penalty: 6175.259277
	Iteration 37Q: 3 clusters Score -2.9896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251618 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -29896024.000000 Penalty: 6175.259277
	Iteration 38Q: 3 clusters Score -2.989602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251614 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -29896010.000000 Penalty: 6175.259277
	Iteration 39Q: 3 clusters Score -2.989601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251613 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -29896048.000000 Penalty: 6175.259277
	Iteration 40F: 3 clusters Score -2.989605e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251533 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -29896102.000000 Penalty: 6175.259277
	Iteration 41Q: 3 clusters Score -2.98961e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251472 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -29896100.000000 Penalty: 6175.259277
	Iteration 42Q: 3 clusters Score -2.98961e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251406 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -29896128.000000 Penalty: 6175.259277
	Iteration 43Q: 3 clusters Score -2.989613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251355 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -29896136.000000 Penalty: 6175.259277
	Iteration 44Q: 3 clusters Score -2.989614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251327 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -29896114.000000 Penalty: 6175.259277
	Iteration 45Q: 3 clusters Score -2.989611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251304 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -29896090.000000 Penalty: 6175.259277
	Iteration 46Q: 3 clusters Score -2.989609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251291 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -29896094.000000 Penalty: 6175.259277
	Iteration 47Q: 3 clusters Score -2.989609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251286 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -29896094.000000 Penalty: 6175.259277
	Iteration 48Q: 3 clusters Score -2.989609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251283 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -29896088.000000 Penalty: 6175.259277
	Iteration 49Q: 3 clusters Score -2.989609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251279 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -29896094.000000 Penalty: 6175.259277
	Iteration 50Q: 3 clusters Score -2.989609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251274 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -29896100.000000 Penalty: 6175.259277
	Iteration 51Q: 3 clusters Score -2.98961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251271 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -29896084.000000 Penalty: 6175.259277
	Iteration 52Q: 3 clusters Score -2.989608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251266 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -29896090.000000 Penalty: 6175.259277
	Iteration 53Q: 3 clusters Score -2.989609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251263 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -29896088.000000 Penalty: 6175.259277
	Iteration 54Q: 3 clusters Score -2.989609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251256 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -29896092.000000 Penalty: 6175.259277
	Iteration 55Q: 3 clusters Score -2.989609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251252 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -29896100.000000 Penalty: 6175.259277
	Iteration 56Q: 3 clusters Score -2.98961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251249 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -29896094.000000 Penalty: 6175.259277
	Iteration 57Q: 3 clusters Score -2.989609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251244 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -29896068.000000 Penalty: 6175.259277
	Iteration 58Q: 3 clusters Score -2.989607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251241 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -29896074.000000 Penalty: 6175.259277
	Iteration 59Q: 3 clusters Score -2.989607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251237 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -29896092.000000 Penalty: 6175.259277
	Iteration 60F: 3 clusters Score -2.989609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251233 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -29896092.000000 Penalty: 6175.259277
	Iteration 61Q: 3 clusters Score -2.989609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251233 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -29896092.000000 Penalty: 6175.259277
	Iteration 62F: 3 clusters Score -2.989609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 100678 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41217 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Entering Unmasked Estep 
Score: -212261344.000000 Penalty: 326971.156250
Splitting cluster 12 changes total score from -212260784.000000 to -212261344.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 13 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -726801.437500 Penalty: 2185.252930
	Iteration 0F: 2 clusters Score -726801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -721194.812500 Penalty: 4370.505859
	Iteration 0F: 3 clusters Score -721194.8 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -722824.125000 Penalty: 4370.505859
	Iteration 1F: 3 clusters Score -722824.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -723189.125000 Penalty: 4370.505859
	Iteration 2F: 3 clusters Score -723189.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -723476.562500 Penalty: 4370.505859
	Iteration 3F: 3 clusters Score -723476.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -723699.375000 Penalty: 4370.505859
	Iteration 4F: 3 clusters Score -723699.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -723895.875000 Penalty: 4370.505859
	Iteration 5Q: 3 clusters Score -723895.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -724089.937500 Penalty: 4370.505859
	Iteration 6Q: 3 clusters Score -724089.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -724314.000000 Penalty: 4370.505859
	Iteration 7Q: 3 clusters Score -724314 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -724533.562500 Penalty: 4370.505859
	Iteration 8Q: 3 clusters Score -724533.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -724740.312500 Penalty: 4370.505859
	Iteration 9Q: 3 clusters Score -724740.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -724903.250000 Penalty: 4370.505859
	Iteration 10Q: 3 clusters Score -724903.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -725013.812500 Penalty: 4370.505859
	Iteration 11Q: 3 clusters Score -725013.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -725096.000000 Penalty: 4370.505859
	Iteration 12Q: 3 clusters Score -725096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -725173.812500 Penalty: 4370.505859
	Iteration 13Q: 3 clusters Score -725173.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -725244.062500 Penalty: 4370.505859
	Iteration 14Q: 3 clusters Score -725244.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -725314.625000 Penalty: 4370.505859
	Iteration 15Q: 3 clusters Score -725314.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -725389.500000 Penalty: 4370.505859
	Iteration 16Q: 3 clusters Score -725389.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -725440.687500 Penalty: 4370.505859
	Iteration 17Q: 3 clusters Score -725440.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -725487.937500 Penalty: 4370.505859
	Iteration 18Q: 3 clusters Score -725487.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -725532.187500 Penalty: 4370.505859
	Iteration 19Q: 3 clusters Score -725532.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -725568.812500 Penalty: 4370.505859
	Iteration 20F: 3 clusters Score -725568.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -725605.812500 Penalty: 4370.505859
	Iteration 21Q: 3 clusters Score -725605.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -725650.437500 Penalty: 4370.505859
	Iteration 22Q: 3 clusters Score -725650.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -725689.187500 Penalty: 4370.505859
	Iteration 23Q: 3 clusters Score -725689.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -725727.687500 Penalty: 4370.505859
	Iteration 24Q: 3 clusters Score -725727.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -725776.625000 Penalty: 4370.505859
	Iteration 25Q: 3 clusters Score -725776.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -725837.625000 Penalty: 4370.505859
	Iteration 26Q: 3 clusters Score -725837.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -725890.750000 Penalty: 4370.505859
	Iteration 27Q: 3 clusters Score -725890.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -725939.875000 Penalty: 4370.505859
	Iteration 28Q: 3 clusters Score -725939.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -725969.437500 Penalty: 4370.505859
	Iteration 29Q: 3 clusters Score -725969.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -725991.375000 Penalty: 4370.505859
	Iteration 30Q: 3 clusters Score -725991.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -726015.312500 Penalty: 4370.505859
	Iteration 31Q: 3 clusters Score -726015.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -726033.937500 Penalty: 4370.505859
	Iteration 32Q: 3 clusters Score -726033.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -726056.125000 Penalty: 4370.505859
	Iteration 33Q: 3 clusters Score -726056.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -726071.875000 Penalty: 4370.505859
	Iteration 34Q: 3 clusters Score -726071.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -726081.625000 Penalty: 4370.505859
	Iteration 35Q: 3 clusters Score -726081.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -726091.687500 Penalty: 4370.505859
	Iteration 36Q: 3 clusters Score -726091.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -726092.625000 Penalty: 4370.505859
	Iteration 37Q: 3 clusters Score -726092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -726094.875000 Penalty: 4370.505859
	Iteration 38Q: 3 clusters Score -726094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -726097.937500 Penalty: 4370.505859
	Iteration 39Q: 3 clusters Score -726097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -726097.062500 Penalty: 4370.505859
	Iteration 40F: 3 clusters Score -726097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -726097.875000 Penalty: 4370.505859
	Iteration 41Q: 3 clusters Score -726097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -726097.875000 Penalty: 4370.505859
	Iteration 42F: 3 clusters Score -726097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Entering Unmasked Estep 
Score: -1022626.062500 Penalty: 2256.459229
	Iteration 0F: 2 clusters Score -1022626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1015689.562500 Penalty: 4512.918457
	Iteration 0F: 3 clusters Score -1015690 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1017609.937500 Penalty: 4512.918457
	Iteration 1F: 3 clusters Score -1017610 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1017911.187500 Penalty: 4512.918457
	Iteration 2F: 3 clusters Score -1017911 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1018143.187500 Penalty: 4512.918457
	Iteration 3F: 3 clusters Score -1018143 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1018367.250000 Penalty: 4512.918457
	Iteration 4Q: 3 clusters Score -1018367 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1018577.687500 Penalty: 4512.918457
	Iteration 5Q: 3 clusters Score -1018578 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1018821.250000 Penalty: 4512.918457
	Iteration 6Q: 3 clusters Score -1018821 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1019068.750000 Penalty: 4512.918457
	Iteration 7Q: 3 clusters Score -1019069 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1019294.062500 Penalty: 4512.918457
	Iteration 8Q: 3 clusters Score -1019294 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1019524.937500 Penalty: 4512.918457
	Iteration 9Q: 3 clusters Score -1019525 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1019725.937500 Penalty: 4512.918457
	Iteration 10Q: 3 clusters Score -1019726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1019906.437500 Penalty: 4512.918457
	Iteration 11Q: 3 clusters Score -1019906 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1020020.937500 Penalty: 4512.918457
	Iteration 12Q: 3 clusters Score -1020021 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1020114.687500 Penalty: 4512.918457
	Iteration 13Q: 3 clusters Score -1020115 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1020198.875000 Penalty: 4512.918457
	Iteration 14Q: 3 clusters Score -1020199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1020262.937500 Penalty: 4512.918457
	Iteration 15Q: 3 clusters Score -1020263 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1020322.750000 Penalty: 4512.918457
	Iteration 16Q: 3 clusters Score -1020323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1020375.250000 Penalty: 4512.918457
	Iteration 17Q: 3 clusters Score -1020375 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1020417.687500 Penalty: 4512.918457
	Iteration 18Q: 3 clusters Score -1020418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1020476.875000 Penalty: 4512.918457
	Iteration 19Q: 3 clusters Score -1020477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1020531.375000 Penalty: 4512.918457
	Iteration 20F: 3 clusters Score -1020531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1020571.750000 Penalty: 4512.918457
	Iteration 21Q: 3 clusters Score -1020572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1020604.812500 Penalty: 4512.918457
	Iteration 22Q: 3 clusters Score -1020605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1020630.562500 Penalty: 4512.918457
	Iteration 23Q: 3 clusters Score -1020631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1020648.062500 Penalty: 4512.918457
	Iteration 24Q: 3 clusters Score -1020648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1020667.000000 Penalty: 4512.918457
	Iteration 25Q: 3 clusters Score -1020667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1020679.500000 Penalty: 4512.918457
	Iteration 26Q: 3 clusters Score -1020680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1020693.375000 Penalty: 4512.918457
	Iteration 27Q: 3 clusters Score -1020693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1020702.500000 Penalty: 4512.918457
	Iteration 28Q: 3 clusters Score -1020702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1020715.812500 Penalty: 4512.918457
	Iteration 29Q: 3 clusters Score -1020716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1020726.437500 Penalty: 4512.918457
	Iteration 30Q: 3 clusters Score -1020726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1020740.375000 Penalty: 4512.918457
	Iteration 31Q: 3 clusters Score -1020740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1020750.312500 Penalty: 4512.918457
	Iteration 32Q: 3 clusters Score -1020750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1020762.437500 Penalty: 4512.918457
	Iteration 33Q: 3 clusters Score -1020762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1020766.187500 Penalty: 4512.918457
	Iteration 34Q: 3 clusters Score -1020766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1020770.875000 Penalty: 4512.918457
	Iteration 35Q: 3 clusters Score -1020771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1020778.125000 Penalty: 4512.918457
	Iteration 36Q: 3 clusters Score -1020778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1020787.375000 Penalty: 4512.918457
	Iteration 37Q: 3 clusters Score -1020787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1020794.187500 Penalty: 4512.918457
	Iteration 38Q: 3 clusters Score -1020794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1020799.375000 Penalty: 4512.918457
	Iteration 39Q: 3 clusters Score -1020799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1020802.000000 Penalty: 4512.918457
	Iteration 40F: 3 clusters Score -1020802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1020803.250000 Penalty: 4512.918457
	Iteration 41Q: 3 clusters Score -1020803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1020809.375000 Penalty: 4512.918457
	Iteration 42Q: 3 clusters Score -1020809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1020811.375000 Penalty: 4512.918457
	Iteration 43Q: 3 clusters Score -1020811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1020816.125000 Penalty: 4512.918457
	Iteration 44Q: 3 clusters Score -1020816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1020820.187500 Penalty: 4512.918457
	Iteration 45Q: 3 clusters Score -1020820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1020821.937500 Penalty: 4512.918457
	Iteration 46Q: 3 clusters Score -1020822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1020823.250000 Penalty: 4512.918457
	Iteration 47Q: 3 clusters Score -1020823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1020824.500000 Penalty: 4512.918457
	Iteration 48Q: 3 clusters Score -1020824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1020827.062500 Penalty: 4512.918457
	Iteration 49Q: 3 clusters Score -1020827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1020828.250000 Penalty: 4512.918457
	Iteration 50Q: 3 clusters Score -1020828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1020829.062500 Penalty: 4512.918457
	Iteration 51Q: 3 clusters Score -1020829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1020831.687500 Penalty: 4512.918457
	Iteration 52Q: 3 clusters Score -1020832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1020831.375000 Penalty: 4512.918457
	Iteration 53Q: 3 clusters Score -1020831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1020832.812500 Penalty: 4512.918457
	Iteration 54Q: 3 clusters Score -1020833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1020832.812500 Penalty: 4512.918457
	Iteration 55Q: 3 clusters Score -1020833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1020832.812500 Penalty: 4512.918457
	Iteration 56F: 3 clusters Score -1020833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Entering Unmasked Estep 
Score: -2924165.000000 Penalty: 2517.770020
	Iteration 0F: 2 clusters Score -2924165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2906410.000000 Penalty: 5035.540039
	Iteration 0F: 3 clusters Score -2906410 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2912703.500000 Penalty: 5035.540039
	Iteration 1F: 3 clusters Score -2912704 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2913281.500000 Penalty: 5035.540039
	Iteration 2F: 3 clusters Score -2913282 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2913969.750000 Penalty: 5035.540039
	Iteration 3F: 3 clusters Score -2913970 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2914856.250000 Penalty: 5035.540039
	Iteration 4F: 3 clusters Score -2914856 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2916007.000000 Penalty: 5035.540039
	Iteration 5F: 3 clusters Score -2916007 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2917212.750000 Penalty: 5035.540039
	Iteration 6F: 3 clusters Score -2917213 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2918338.000000 Penalty: 5035.540039
	Iteration 7F: 3 clusters Score -2918338 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2919381.000000 Penalty: 5035.540039
	Iteration 8F: 3 clusters Score -2919381 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2920373.000000 Penalty: 5035.540039
	Iteration 9F: 3 clusters Score -2920373 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2921365.000000 Penalty: 5035.540039
	Iteration 10F: 3 clusters Score -2921365 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2922213.000000 Penalty: 5035.540039
	Iteration 11Q: 3 clusters Score -2922213 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2922961.750000 Penalty: 5035.540039
	Iteration 12Q: 3 clusters Score -2922962 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2923534.000000 Penalty: 5035.540039
	Iteration 13Q: 3 clusters Score -2923534 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2923903.750000 Penalty: 5035.540039
	Iteration 14Q: 3 clusters Score -2923904 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2924098.250000 Penalty: 5035.540039
	Iteration 15Q: 3 clusters Score -2924098 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2924194.750000 Penalty: 5035.540039
	Iteration 16Q: 3 clusters Score -2924195 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2924239.250000 Penalty: 5035.540039
	Iteration 17Q: 3 clusters Score -2924239 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2924276.750000 Penalty: 5035.540039
	Iteration 18Q: 3 clusters Score -2924277 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2924280.750000 Penalty: 5035.540039
	Iteration 19Q: 3 clusters Score -2924281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2924310.500000 Penalty: 5035.540039
	Iteration 20F: 3 clusters Score -2924310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2924320.250000 Penalty: 5035.540039
	Iteration 21Q: 3 clusters Score -2924320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2924324.250000 Penalty: 5035.540039
	Iteration 22Q: 3 clusters Score -2924324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2924323.750000 Penalty: 5035.540039
	Iteration 23Q: 3 clusters Score -2924324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2924325.500000 Penalty: 5035.540039
	Iteration 24Q: 3 clusters Score -2924326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2924324.250000 Penalty: 5035.540039
	Iteration 25Q: 3 clusters Score -2924324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2924334.750000 Penalty: 5035.540039
	Iteration 26Q: 3 clusters Score -2924335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2924337.250000 Penalty: 5035.540039
	Iteration 27Q: 3 clusters Score -2924337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2924338.250000 Penalty: 5035.540039
	Iteration 28Q: 3 clusters Score -2924338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2924333.250000 Penalty: 5035.540039
	Iteration 29Q: 3 clusters Score -2924333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2924338.000000 Penalty: 5035.540039
	Iteration 30Q: 3 clusters Score -2924338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2924334.500000 Penalty: 5035.540039
	Iteration 31Q: 3 clusters Score -2924334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2924336.000000 Penalty: 5035.540039
	Iteration 32Q: 3 clusters Score -2924336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2924342.500000 Penalty: 5035.540039
	Iteration 33Q: 3 clusters Score -2924342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2924343.250000 Penalty: 5035.540039
	Iteration 34Q: 3 clusters Score -2924343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2924344.500000 Penalty: 5035.540039
	Iteration 35Q: 3 clusters Score -2924344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2924346.250000 Penalty: 5035.540039
	Iteration 36Q: 3 clusters Score -2924346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2924343.750000 Penalty: 5035.540039
	Iteration 37Q: 3 clusters Score -2924344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2924337.500000 Penalty: 5035.540039
	Iteration 38Q: 3 clusters Score -2924338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2924340.500000 Penalty: 5035.540039
	Iteration 39Q: 3 clusters Score -2924340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2924340.000000 Penalty: 5035.540039
	Iteration 40F: 3 clusters Score -2924340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2924345.250000 Penalty: 5035.540039
	Iteration 41Q: 3 clusters Score -2924345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2924349.250000 Penalty: 5035.540039
	Iteration 42Q: 3 clusters Score -2924349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2924350.500000 Penalty: 5035.540039
	Iteration 43Q: 3 clusters Score -2924350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2924351.750000 Penalty: 5035.540039
	Iteration 44Q: 3 clusters Score -2924352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2924349.250000 Penalty: 5035.540039
	Iteration 45Q: 3 clusters Score -2924349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2924350.250000 Penalty: 5035.540039
	Iteration 46Q: 3 clusters Score -2924350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2924354.500000 Penalty: 5035.540039
	Iteration 47Q: 3 clusters Score -2924354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2924355.250000 Penalty: 5035.540039
	Iteration 48Q: 3 clusters Score -2924355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2924362.000000 Penalty: 5035.540039
	Iteration 49Q: 3 clusters Score -2924362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2924359.250000 Penalty: 5035.540039
	Iteration 50Q: 3 clusters Score -2924359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2924358.000000 Penalty: 5035.540039
	Iteration 51Q: 3 clusters Score -2924358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2924364.500000 Penalty: 5035.540039
	Iteration 52Q: 3 clusters Score -2924364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2924371.750000 Penalty: 5035.540039
	Iteration 53Q: 3 clusters Score -2924372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2924367.500000 Penalty: 5035.540039
	Iteration 54Q: 3 clusters Score -2924368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2924362.500000 Penalty: 5035.540039
	Iteration 55Q: 3 clusters Score -2924362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2924362.250000 Penalty: 5035.540039
	Iteration 56Q: 3 clusters Score -2924362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2924362.500000 Penalty: 5035.540039
	Iteration 57Q: 3 clusters Score -2924362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2924357.250000 Penalty: 5035.540039
	Iteration 58Q: 3 clusters Score -2924357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2924364.250000 Penalty: 5035.540039
	Iteration 59Q: 3 clusters Score -2924364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2924367.250000 Penalty: 5035.540039
	Iteration 60F: 3 clusters Score -2924367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2924362.500000 Penalty: 5035.540039
	Iteration 61Q: 3 clusters Score -2924362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2924368.500000 Penalty: 5035.540039
	Iteration 62Q: 3 clusters Score -2924368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2924362.000000 Penalty: 5035.540039
	Iteration 63Q: 3 clusters Score -2924362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2924365.000000 Penalty: 5035.540039
	Iteration 64Q: 3 clusters Score -2924365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2924363.500000 Penalty: 5035.540039
	Iteration 65Q: 3 clusters Score -2924364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2924364.500000 Penalty: 5035.540039
	Iteration 66Q: 3 clusters Score -2924364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2924369.500000 Penalty: 5035.540039
	Iteration 67Q: 3 clusters Score -2924370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2924366.500000 Penalty: 5035.540039
	Iteration 68Q: 3 clusters Score -2924366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2924367.750000 Penalty: 5035.540039
	Iteration 69Q: 3 clusters Score -2924368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2924366.750000 Penalty: 5035.540039
	Iteration 70Q: 3 clusters Score -2924367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2924366.250000 Penalty: 5035.540039
	Iteration 71Q: 3 clusters Score -2924366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2924366.000000 Penalty: 5035.540039
	Iteration 72Q: 3 clusters Score -2924366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2924368.000000 Penalty: 5035.540039
	Iteration 73Q: 3 clusters Score -2924368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2924366.500000 Penalty: 5035.540039
	Iteration 74Q: 3 clusters Score -2924366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2924364.750000 Penalty: 5035.540039
	Iteration 75Q: 3 clusters Score -2924365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2924358.750000 Penalty: 5035.540039
	Iteration 76Q: 3 clusters Score -2924359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2924361.500000 Penalty: 5035.540039
	Iteration 77Q: 3 clusters Score -2924362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2924363.000000 Penalty: 5035.540039
	Iteration 78Q: 3 clusters Score -2924363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2924363.750000 Penalty: 5035.540039
	Iteration 79Q: 3 clusters Score -2924364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2924369.500000 Penalty: 5035.540039
	Iteration 80F: 3 clusters Score -2924370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2924363.000000 Penalty: 5035.540039
	Iteration 81Q: 3 clusters Score -2924363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2924372.750000 Penalty: 5035.540039
	Iteration 82Q: 3 clusters Score -2924373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2924371.750000 Penalty: 5035.540039
	Iteration 83Q: 3 clusters Score -2924372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2924370.500000 Penalty: 5035.540039
	Iteration 84Q: 3 clusters Score -2924370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2924370.000000 Penalty: 5035.540039
	Iteration 85Q: 3 clusters Score -2924370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2924371.250000 Penalty: 5035.540039
	Iteration 86Q: 3 clusters Score -2924371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2924368.500000 Penalty: 5035.540039
	Iteration 87Q: 3 clusters Score -2924368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2924365.500000 Penalty: 5035.540039
	Iteration 88Q: 3 clusters Score -2924366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2924371.750000 Penalty: 5035.540039
	Iteration 89Q: 3 clusters Score -2924372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2924376.750000 Penalty: 5035.540039
	Iteration 90Q: 3 clusters Score -2924377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2924374.000000 Penalty: 5035.540039
	Iteration 91Q: 3 clusters Score -2924374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2924373.750000 Penalty: 5035.540039
	Iteration 92Q: 3 clusters Score -2924374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2924372.750000 Penalty: 5035.540039
	Iteration 93Q: 3 clusters Score -2924373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2924372.750000 Penalty: 5035.540039
	Iteration 94F: 3 clusters Score -2924373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 100678 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41217 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 18926 members 
Entering Unmasked Estep 
Score: -212259664.000000 Penalty: 330564.218750
Splitting cluster 15 changes total score from -212260784.000000 to -212259664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -692093.812500 Penalty: 2184.771973
	Iteration 0F: 2 clusters Score -692093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -686555.687500 Penalty: 4369.543945
	Iteration 0F: 3 clusters Score -686555.7 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -688581.250000 Penalty: 4369.543945
	Iteration 1F: 3 clusters Score -688581.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -689259.750000 Penalty: 4369.543945
	Iteration 2F: 3 clusters Score -689259.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -689805.250000 Penalty: 4369.543945
	Iteration 3F: 3 clusters Score -689805.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -690196.250000 Penalty: 4369.543945
	Iteration 4F: 3 clusters Score -690196.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -690485.125000 Penalty: 4369.543945
	Iteration 5F: 3 clusters Score -690485.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -690740.687500 Penalty: 4369.543945
	Iteration 6Q: 3 clusters Score -690740.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -690968.687500 Penalty: 4369.543945
	Iteration 7Q: 3 clusters Score -690968.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -691143.000000 Penalty: 4369.543945
	Iteration 8Q: 3 clusters Score -691143 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -691283.062500 Penalty: 4369.543945
	Iteration 9Q: 3 clusters Score -691283.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -691375.562500 Penalty: 4369.543945
	Iteration 10Q: 3 clusters Score -691375.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -691438.250000 Penalty: 4369.543945
	Iteration 11Q: 3 clusters Score -691438.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -691485.937500 Penalty: 4369.543945
	Iteration 12Q: 3 clusters Score -691485.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -691516.812500 Penalty: 4369.543945
	Iteration 13Q: 3 clusters Score -691516.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -691536.875000 Penalty: 4369.543945
	Iteration 14Q: 3 clusters Score -691536.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -691557.062500 Penalty: 4369.543945
	Iteration 15Q: 3 clusters Score -691557.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -691571.500000 Penalty: 4369.543945
	Iteration 16Q: 3 clusters Score -691571.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -691583.312500 Penalty: 4369.543945
	Iteration 17Q: 3 clusters Score -691583.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -691596.062500 Penalty: 4369.543945
	Iteration 18Q: 3 clusters Score -691596.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -691607.187500 Penalty: 4369.543945
	Iteration 19Q: 3 clusters Score -691607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -691615.437500 Penalty: 4369.543945
	Iteration 20F: 3 clusters Score -691615.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -691628.000000 Penalty: 4369.543945
	Iteration 21Q: 3 clusters Score -691628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -691635.500000 Penalty: 4369.543945
	Iteration 22Q: 3 clusters Score -691635.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -691642.875000 Penalty: 4369.543945
	Iteration 23Q: 3 clusters Score -691642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -691645.125000 Penalty: 4369.543945
	Iteration 24Q: 3 clusters Score -691645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -691649.250000 Penalty: 4369.543945
	Iteration 25Q: 3 clusters Score -691649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -691649.500000 Penalty: 4369.543945
	Iteration 26Q: 3 clusters Score -691649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -691649.812500 Penalty: 4369.543945
	Iteration 27Q: 3 clusters Score -691649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -691649.812500 Penalty: 4369.543945
	Iteration 28Q: 3 clusters Score -691649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -691649.812500 Penalty: 4369.543945
	Iteration 29F: 3 clusters Score -691649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Entering Unmasked Estep 
Score: -6142872.500000 Penalty: 2694.965332
	Iteration 0F: 2 clusters Score -6142872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -6107585.500000 Penalty: 5389.930664
	Iteration 0F: 3 clusters Score -6107586 nChanged 24176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -6121038.000000 Penalty: 5389.930664
	Iteration 1F: 3 clusters Score -6121038 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -6121549.000000 Penalty: 5389.930664
	Iteration 2Q: 3 clusters Score -6121549 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6122030.000000 Penalty: 5389.930664
	Iteration 3Q: 3 clusters Score -6122030 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6122393.000000 Penalty: 5389.930664
	Iteration 4Q: 3 clusters Score -6122393 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6122782.500000 Penalty: 5389.930664
	Iteration 5Q: 3 clusters Score -6122782 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6123160.500000 Penalty: 5389.930664
	Iteration 6Q: 3 clusters Score -6123160 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6123450.000000 Penalty: 5389.930664
	Iteration 7Q: 3 clusters Score -6123450 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6123780.500000 Penalty: 5389.930664
	Iteration 8Q: 3 clusters Score -6123780 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6124246.500000 Penalty: 5389.930664
	Iteration 9Q: 3 clusters Score -6124246 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -6124887.000000 Penalty: 5389.930664
	Iteration 10Q: 3 clusters Score -6124887 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -6125801.500000 Penalty: 5389.930664
	Iteration 11Q: 3 clusters Score -6125802 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6127099.500000 Penalty: 5389.930664
	Iteration 12Q: 3 clusters Score -6127100 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -6128943.000000 Penalty: 5389.930664
	Iteration 13F: 3 clusters Score -6128943 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -6131122.000000 Penalty: 5389.930664
	Iteration 14F: 3 clusters Score -6131122 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6133487.500000 Penalty: 5389.930664
	Iteration 15F: 3 clusters Score -6133488 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -6135732.500000 Penalty: 5389.930664
	Iteration 16F: 3 clusters Score -6135732 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6137617.500000 Penalty: 5389.930664
	Iteration 17Q: 3 clusters Score -6137618 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6138862.000000 Penalty: 5389.930664
	Iteration 18Q: 3 clusters Score -6138862 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6139591.500000 Penalty: 5389.930664
	Iteration 19Q: 3 clusters Score -6139592 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6140008.000000 Penalty: 5389.930664
	Iteration 20F: 3 clusters Score -6140008 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6140210.000000 Penalty: 5389.930664
	Iteration 21Q: 3 clusters Score -6140210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6140313.500000 Penalty: 5389.930664
	Iteration 22Q: 3 clusters Score -6140314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6140403.000000 Penalty: 5389.930664
	Iteration 23Q: 3 clusters Score -6140403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6140457.500000 Penalty: 5389.930664
	Iteration 24Q: 3 clusters Score -6140458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6140482.000000 Penalty: 5389.930664
	Iteration 25Q: 3 clusters Score -6140482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6140499.500000 Penalty: 5389.930664
	Iteration 26Q: 3 clusters Score -6140500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6140524.000000 Penalty: 5389.930664
	Iteration 27Q: 3 clusters Score -6140524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6140532.500000 Penalty: 5389.930664
	Iteration 28Q: 3 clusters Score -6140532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6140535.000000 Penalty: 5389.930664
	Iteration 29Q: 3 clusters Score -6140535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6140551.000000 Penalty: 5389.930664
	Iteration 30Q: 3 clusters Score -6140551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6140558.500000 Penalty: 5389.930664
	Iteration 31Q: 3 clusters Score -6140558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6140558.000000 Penalty: 5389.930664
	Iteration 32Q: 3 clusters Score -6140558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6140559.500000 Penalty: 5389.930664
	Iteration 33Q: 3 clusters Score -6140560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6140561.000000 Penalty: 5389.930664
	Iteration 34Q: 3 clusters Score -6140561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6140564.500000 Penalty: 5389.930664
	Iteration 35Q: 3 clusters Score -6140564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6140567.000000 Penalty: 5389.930664
	Iteration 36Q: 3 clusters Score -6140567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6140568.500000 Penalty: 5389.930664
	Iteration 37Q: 3 clusters Score -6140568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6140572.500000 Penalty: 5389.930664
	Iteration 38Q: 3 clusters Score -6140572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6140573.500000 Penalty: 5389.930664
	Iteration 39Q: 3 clusters Score -6140574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6140573.500000 Penalty: 5389.930664
	Iteration 40F: 3 clusters Score -6140574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Entering Unmasked Estep 
Score: -2232317.000000 Penalty: 2450.940918
	Iteration 0F: 2 clusters Score -2232317 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 9831 members 
Entering Unmasked Estep 
Score: -2218499.500000 Penalty: 4901.881836
	Iteration 0F: 3 clusters Score -2218500 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2223027.250000 Penalty: 4901.881836
	Iteration 1F: 3 clusters Score -2223027 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2223533.000000 Penalty: 4901.881836
	Iteration 2F: 3 clusters Score -2223533 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2224218.000000 Penalty: 4901.881836
	Iteration 3Q: 3 clusters Score -2224218 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2225052.500000 Penalty: 4901.881836
	Iteration 4F: 3 clusters Score -2225052 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2225985.000000 Penalty: 4901.881836
	Iteration 5F: 3 clusters Score -2225985 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2226982.000000 Penalty: 4901.881836
	Iteration 6F: 3 clusters Score -2226982 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2227837.500000 Penalty: 4901.881836
	Iteration 7F: 3 clusters Score -2227838 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2228474.250000 Penalty: 4901.881836
	Iteration 8F: 3 clusters Score -2228474 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2228967.000000 Penalty: 4901.881836
	Iteration 9Q: 3 clusters Score -2228967 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2229368.750000 Penalty: 4901.881836
	Iteration 10Q: 3 clusters Score -2229369 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2229719.000000 Penalty: 4901.881836
	Iteration 11Q: 3 clusters Score -2229719 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2230026.500000 Penalty: 4901.881836
	Iteration 12Q: 3 clusters Score -2230026 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2230330.000000 Penalty: 4901.881836
	Iteration 13Q: 3 clusters Score -2230330 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2230625.000000 Penalty: 4901.881836
	Iteration 14Q: 3 clusters Score -2230625 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2230951.500000 Penalty: 4901.881836
	Iteration 15Q: 3 clusters Score -2230952 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2231208.500000 Penalty: 4901.881836
	Iteration 16Q: 3 clusters Score -2231208 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2231310.500000 Penalty: 4901.881836
	Iteration 17Q: 3 clusters Score -2231310 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2231375.000000 Penalty: 4901.881836
	Iteration 18Q: 3 clusters Score -2231375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2231407.500000 Penalty: 4901.881836
	Iteration 19Q: 3 clusters Score -2231408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2231444.250000 Penalty: 4901.881836
	Iteration 20F: 3 clusters Score -2231444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2231468.000000 Penalty: 4901.881836
	Iteration 21Q: 3 clusters Score -2231468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2231489.250000 Penalty: 4901.881836
	Iteration 22Q: 3 clusters Score -2231489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2231500.250000 Penalty: 4901.881836
	Iteration 23Q: 3 clusters Score -2231500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2231517.000000 Penalty: 4901.881836
	Iteration 24Q: 3 clusters Score -2231517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2231525.000000 Penalty: 4901.881836
	Iteration 25Q: 3 clusters Score -2231525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2231533.000000 Penalty: 4901.881836
	Iteration 26Q: 3 clusters Score -2231533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2231540.750000 Penalty: 4901.881836
	Iteration 27Q: 3 clusters Score -2231541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2231550.500000 Penalty: 4901.881836
	Iteration 28Q: 3 clusters Score -2231550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2231551.500000 Penalty: 4901.881836
	Iteration 29Q: 3 clusters Score -2231552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2231562.250000 Penalty: 4901.881836
	Iteration 30Q: 3 clusters Score -2231562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2231558.000000 Penalty: 4901.881836
	Iteration 31Q: 3 clusters Score -2231558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2231556.750000 Penalty: 4901.881836
	Iteration 32Q: 3 clusters Score -2231557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2231560.250000 Penalty: 4901.881836
	Iteration 33Q: 3 clusters Score -2231560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2231562.250000 Penalty: 4901.881836
	Iteration 34Q: 3 clusters Score -2231562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2231564.500000 Penalty: 4901.881836
	Iteration 35Q: 3 clusters Score -2231564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2231570.000000 Penalty: 4901.881836
	Iteration 36Q: 3 clusters Score -2231570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2231574.000000 Penalty: 4901.881836
	Iteration 37Q: 3 clusters Score -2231574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2231575.250000 Penalty: 4901.881836
	Iteration 38Q: 3 clusters Score -2231575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2231573.750000 Penalty: 4901.881836
	Iteration 39Q: 3 clusters Score -2231574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2231572.250000 Penalty: 4901.881836
	Iteration 40F: 3 clusters Score -2231572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2231571.500000 Penalty: 4901.881836
	Iteration 41Q: 3 clusters Score -2231572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2231574.500000 Penalty: 4901.881836
	Iteration 42Q: 3 clusters Score -2231574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2231575.000000 Penalty: 4901.881836
	Iteration 43Q: 3 clusters Score -2231575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2231576.250000 Penalty: 4901.881836
	Iteration 44Q: 3 clusters Score -2231576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2231578.250000 Penalty: 4901.881836
	Iteration 45Q: 3 clusters Score -2231578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2231581.250000 Penalty: 4901.881836
	Iteration 46Q: 3 clusters Score -2231581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2231585.500000 Penalty: 4901.881836
	Iteration 47Q: 3 clusters Score -2231586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2231589.000000 Penalty: 4901.881836
	Iteration 48Q: 3 clusters Score -2231589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2231588.750000 Penalty: 4901.881836
	Iteration 49Q: 3 clusters Score -2231589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2231588.750000 Penalty: 4901.881836
	Iteration 50F: 3 clusters Score -2231589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Entering Unmasked Estep 
Score: -950050.750000 Penalty: 2263.512695
	Iteration 0F: 2 clusters Score -950050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -942934.000000 Penalty: 4527.025391
	Iteration 0F: 3 clusters Score -942934 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -945064.062500 Penalty: 4527.025391
	Iteration 1F: 3 clusters Score -945064.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -945543.562500 Penalty: 4527.025391
	Iteration 2F: 3 clusters Score -945543.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -945927.375000 Penalty: 4527.025391
	Iteration 3F: 3 clusters Score -945927.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -946225.187500 Penalty: 4527.025391
	Iteration 4F: 3 clusters Score -946225.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -946481.250000 Penalty: 4527.025391
	Iteration 5Q: 3 clusters Score -946481.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -946742.500000 Penalty: 4527.025391
	Iteration 6Q: 3 clusters Score -946742.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -946992.062500 Penalty: 4527.025391
	Iteration 7Q: 3 clusters Score -946992.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -947240.812500 Penalty: 4527.025391
	Iteration 8Q: 3 clusters Score -947240.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -947430.687500 Penalty: 4527.025391
	Iteration 9Q: 3 clusters Score -947430.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -947567.875000 Penalty: 4527.025391
	Iteration 10Q: 3 clusters Score -947567.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -947680.750000 Penalty: 4527.025391
	Iteration 11Q: 3 clusters Score -947680.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -947770.500000 Penalty: 4527.025391
	Iteration 12Q: 3 clusters Score -947770.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -947847.500000 Penalty: 4527.025391
	Iteration 13Q: 3 clusters Score -947847.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -947929.312500 Penalty: 4527.025391
	Iteration 14Q: 3 clusters Score -947929.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -948013.375000 Penalty: 4527.025391
	Iteration 15Q: 3 clusters Score -948013.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -948104.437500 Penalty: 4527.025391
	Iteration 16Q: 3 clusters Score -948104.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -948206.875000 Penalty: 4527.025391
	Iteration 17Q: 3 clusters Score -948206.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -948333.687500 Penalty: 4527.025391
	Iteration 18Q: 3 clusters Score -948333.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -948458.937500 Penalty: 4527.025391
	Iteration 19Q: 3 clusters Score -948458.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -948549.812500 Penalty: 4527.025391
	Iteration 20F: 3 clusters Score -948549.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -948633.375000 Penalty: 4527.025391
	Iteration 21Q: 3 clusters Score -948633.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -948711.187500 Penalty: 4527.025391
	Iteration 22Q: 3 clusters Score -948711.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -948788.125000 Penalty: 4527.025391
	Iteration 23Q: 3 clusters Score -948788.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -948849.062500 Penalty: 4527.025391
	Iteration 24Q: 3 clusters Score -948849.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -948895.500000 Penalty: 4527.025391
	Iteration 25Q: 3 clusters Score -948895.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -948933.625000 Penalty: 4527.025391
	Iteration 26Q: 3 clusters Score -948933.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -948969.000000 Penalty: 4527.025391
	Iteration 27Q: 3 clusters Score -948969 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -949009.875000 Penalty: 4527.025391
	Iteration 28Q: 3 clusters Score -949009.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -949044.437500 Penalty: 4527.025391
	Iteration 29Q: 3 clusters Score -949044.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -949068.250000 Penalty: 4527.025391
	Iteration 30Q: 3 clusters Score -949068.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -949090.187500 Penalty: 4527.025391
	Iteration 31Q: 3 clusters Score -949090.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -949114.250000 Penalty: 4527.025391
	Iteration 32Q: 3 clusters Score -949114.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -949142.125000 Penalty: 4527.025391
	Iteration 33Q: 3 clusters Score -949142.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -949164.562500 Penalty: 4527.025391
	Iteration 34Q: 3 clusters Score -949164.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -949187.125000 Penalty: 4527.025391
	Iteration 35Q: 3 clusters Score -949187.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -949225.500000 Penalty: 4527.025391
	Iteration 36Q: 3 clusters Score -949225.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -949253.375000 Penalty: 4527.025391
	Iteration 37Q: 3 clusters Score -949253.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -949269.125000 Penalty: 4527.025391
	Iteration 38Q: 3 clusters Score -949269.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -949288.437500 Penalty: 4527.025391
	Iteration 39Q: 3 clusters Score -949288.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -949299.750000 Penalty: 4527.025391
	Iteration 40F: 3 clusters Score -949299.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -949312.187500 Penalty: 4527.025391
	Iteration 41Q: 3 clusters Score -949312.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -949319.750000 Penalty: 4527.025391
	Iteration 42Q: 3 clusters Score -949319.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -949331.875000 Penalty: 4527.025391
	Iteration 43Q: 3 clusters Score -949331.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -949337.687500 Penalty: 4527.025391
	Iteration 44Q: 3 clusters Score -949337.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -949343.437500 Penalty: 4527.025391
	Iteration 45Q: 3 clusters Score -949343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -949348.437500 Penalty: 4527.025391
	Iteration 46Q: 3 clusters Score -949348.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -949356.750000 Penalty: 4527.025391
	Iteration 47Q: 3 clusters Score -949356.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -949359.812500 Penalty: 4527.025391
	Iteration 48Q: 3 clusters Score -949359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -949360.937500 Penalty: 4527.025391
	Iteration 49Q: 3 clusters Score -949360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -949363.312500 Penalty: 4527.025391
	Iteration 50Q: 3 clusters Score -949363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -949363.000000 Penalty: 4527.025391
	Iteration 51Q: 3 clusters Score -949363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -949363.937500 Penalty: 4527.025391
	Iteration 52Q: 3 clusters Score -949363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -949365.562500 Penalty: 4527.025391
	Iteration 53Q: 3 clusters Score -949365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -949368.625000 Penalty: 4527.025391
	Iteration 54Q: 3 clusters Score -949368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -949369.187500 Penalty: 4527.025391
	Iteration 55Q: 3 clusters Score -949369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -949369.312500 Penalty: 4527.025391
	Iteration 56Q: 3 clusters Score -949369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -949368.875000 Penalty: 4527.025391
	Iteration 57Q: 3 clusters Score -949368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -949369.125000 Penalty: 4527.025391
	Iteration 58Q: 3 clusters Score -949369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -949368.687500 Penalty: 4527.025391
	Iteration 59Q: 3 clusters Score -949368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -949368.687500 Penalty: 4527.025391
	Iteration 60F: 3 clusters Score -949368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -645845.875000 Penalty: 2145.844238
	Iteration 0F: 2 clusters Score -645845.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -640829.562500 Penalty: 4291.688477
	Iteration 0F: 3 clusters Score -640829.6 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -642107.000000 Penalty: 4291.688477
	Iteration 1F: 3 clusters Score -642107 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -642314.875000 Penalty: 4291.688477
	Iteration 2F: 3 clusters Score -642314.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -642454.000000 Penalty: 4291.688477
	Iteration 3Q: 3 clusters Score -642454 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -642558.375000 Penalty: 4291.688477
	Iteration 4Q: 3 clusters Score -642558.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -642641.562500 Penalty: 4291.688477
	Iteration 5Q: 3 clusters Score -642641.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -642720.687500 Penalty: 4291.688477
	Iteration 6Q: 3 clusters Score -642720.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -642812.250000 Penalty: 4291.688477
	Iteration 7Q: 3 clusters Score -642812.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -642918.312500 Penalty: 4291.688477
	Iteration 8Q: 3 clusters Score -642918.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -643042.375000 Penalty: 4291.688477
	Iteration 9Q: 3 clusters Score -643042.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -643169.125000 Penalty: 4291.688477
	Iteration 10Q: 3 clusters Score -643169.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -643297.250000 Penalty: 4291.688477
	Iteration 11Q: 3 clusters Score -643297.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -643406.625000 Penalty: 4291.688477
	Iteration 12Q: 3 clusters Score -643406.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -643482.625000 Penalty: 4291.688477
	Iteration 13Q: 3 clusters Score -643482.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -643552.000000 Penalty: 4291.688477
	Iteration 14Q: 3 clusters Score -643552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -643625.750000 Penalty: 4291.688477
	Iteration 15Q: 3 clusters Score -643625.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -643691.812500 Penalty: 4291.688477
	Iteration 16Q: 3 clusters Score -643691.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -643753.812500 Penalty: 4291.688477
	Iteration 17Q: 3 clusters Score -643753.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -643807.187500 Penalty: 4291.688477
	Iteration 18Q: 3 clusters Score -643807.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -643852.375000 Penalty: 4291.688477
	Iteration 19Q: 3 clusters Score -643852.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -643890.312500 Penalty: 4291.688477
	Iteration 20F: 3 clusters Score -643890.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -643927.062500 Penalty: 4291.688477
	Iteration 21Q: 3 clusters Score -643927.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -643956.250000 Penalty: 4291.688477
	Iteration 22Q: 3 clusters Score -643956.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -643977.375000 Penalty: 4291.688477
	Iteration 23Q: 3 clusters Score -643977.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -643995.562500 Penalty: 4291.688477
	Iteration 24Q: 3 clusters Score -643995.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -644005.812500 Penalty: 4291.688477
	Iteration 25Q: 3 clusters Score -644005.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -644011.687500 Penalty: 4291.688477
	Iteration 26Q: 3 clusters Score -644011.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -644017.750000 Penalty: 4291.688477
	Iteration 27Q: 3 clusters Score -644017.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -644024.750000 Penalty: 4291.688477
	Iteration 28Q: 3 clusters Score -644024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -644029.687500 Penalty: 4291.688477
	Iteration 29Q: 3 clusters Score -644029.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -644033.062500 Penalty: 4291.688477
	Iteration 30Q: 3 clusters Score -644033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -644039.875000 Penalty: 4291.688477
	Iteration 31Q: 3 clusters Score -644039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -644043.937500 Penalty: 4291.688477
	Iteration 32Q: 3 clusters Score -644043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -644049.187500 Penalty: 4291.688477
	Iteration 33Q: 3 clusters Score -644049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -644052.250000 Penalty: 4291.688477
	Iteration 34Q: 3 clusters Score -644052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -644056.000000 Penalty: 4291.688477
	Iteration 35Q: 3 clusters Score -644056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -644060.687500 Penalty: 4291.688477
	Iteration 36Q: 3 clusters Score -644060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -644064.750000 Penalty: 4291.688477
	Iteration 37Q: 3 clusters Score -644064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -644067.250000 Penalty: 4291.688477
	Iteration 38Q: 3 clusters Score -644067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -644071.125000 Penalty: 4291.688477
	Iteration 39Q: 3 clusters Score -644071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -644070.750000 Penalty: 4291.688477
	Iteration 40F: 3 clusters Score -644070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -644071.562500 Penalty: 4291.688477
	Iteration 41Q: 3 clusters Score -644071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -644072.125000 Penalty: 4291.688477
	Iteration 42Q: 3 clusters Score -644072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -644073.125000 Penalty: 4291.688477
	Iteration 43Q: 3 clusters Score -644073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -644073.125000 Penalty: 4291.688477
	Iteration 44F: 3 clusters Score -644073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Entering Unmasked Estep 
Score: -1762160.750000 Penalty: 2389.679443
	Iteration 0F: 2 clusters Score -1762161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1751183.875000 Penalty: 4779.358887
	Iteration 0F: 3 clusters Score -1751184 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1754849.125000 Penalty: 4779.358887
	Iteration 1F: 3 clusters Score -1754849 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1755458.125000 Penalty: 4779.358887
	Iteration 2F: 3 clusters Score -1755458 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1756039.625000 Penalty: 4779.358887
	Iteration 3F: 3 clusters Score -1756040 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1756567.500000 Penalty: 4779.358887
	Iteration 4F: 3 clusters Score -1756568 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1756996.875000 Penalty: 4779.358887
	Iteration 5F: 3 clusters Score -1756997 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1757406.500000 Penalty: 4779.358887
	Iteration 6Q: 3 clusters Score -1757406 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1757796.125000 Penalty: 4779.358887
	Iteration 7Q: 3 clusters Score -1757796 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1758165.500000 Penalty: 4779.358887
	Iteration 8Q: 3 clusters Score -1758166 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1758552.125000 Penalty: 4779.358887
	Iteration 9Q: 3 clusters Score -1758552 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1758994.625000 Penalty: 4779.358887
	Iteration 10Q: 3 clusters Score -1758995 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1759524.000000 Penalty: 4779.358887
	Iteration 11Q: 3 clusters Score -1759524 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1760162.875000 Penalty: 4779.358887
	Iteration 12Q: 3 clusters Score -1760163 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1760653.750000 Penalty: 4779.358887
	Iteration 13Q: 3 clusters Score -1760654 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1760914.500000 Penalty: 4779.358887
	Iteration 14Q: 3 clusters Score -1760914 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1761033.750000 Penalty: 4779.358887
	Iteration 15Q: 3 clusters Score -1761034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1761073.500000 Penalty: 4779.358887
	Iteration 16Q: 3 clusters Score -1761074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1761088.500000 Penalty: 4779.358887
	Iteration 17Q: 3 clusters Score -1761088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1761096.125000 Penalty: 4779.358887
	Iteration 18Q: 3 clusters Score -1761096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1761104.000000 Penalty: 4779.358887
	Iteration 19Q: 3 clusters Score -1761104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1761110.250000 Penalty: 4779.358887
	Iteration 20F: 3 clusters Score -1761110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1761119.625000 Penalty: 4779.358887
	Iteration 21Q: 3 clusters Score -1761120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1761121.000000 Penalty: 4779.358887
	Iteration 22Q: 3 clusters Score -1761121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1761125.875000 Penalty: 4779.358887
	Iteration 23Q: 3 clusters Score -1761126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1761126.625000 Penalty: 4779.358887
	Iteration 24Q: 3 clusters Score -1761127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1761126.375000 Penalty: 4779.358887
	Iteration 25Q: 3 clusters Score -1761126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1761127.375000 Penalty: 4779.358887
	Iteration 26Q: 3 clusters Score -1761127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1761127.375000 Penalty: 4779.358887
	Iteration 27F: 3 clusters Score -1761127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (100678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Entering Unmasked Estep 
Score: -11484961.000000 Penalty: 2856.881348
	Iteration 0F: 2 clusters Score -1.148496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -11417573.000000 Penalty: 5713.762695
	Iteration 0F: 3 clusters Score -1.141757e+07 nChanged 47592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -11445629.000000 Penalty: 5713.762695
	Iteration 1F: 3 clusters Score -1.144563e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -11447305.000000 Penalty: 5713.762695
	Iteration 2Q: 3 clusters Score -1.14473e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -11450211.000000 Penalty: 5713.762695
	Iteration 3F: 3 clusters Score -1.145021e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -11454601.000000 Penalty: 5713.762695
	Iteration 4F: 3 clusters Score -1.14546e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -11460499.000000 Penalty: 5713.762695
	Iteration 5F: 3 clusters Score -1.14605e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -11466600.000000 Penalty: 5713.762695
	Iteration 6F: 3 clusters Score -1.14666e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -11471785.000000 Penalty: 5713.762695
	Iteration 7F: 3 clusters Score -1.147178e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -11475745.000000 Penalty: 5713.762695
	Iteration 8Q: 3 clusters Score -1.147574e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -11478369.000000 Penalty: 5713.762695
	Iteration 9Q: 3 clusters Score -1.147837e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -11480092.000000 Penalty: 5713.762695
	Iteration 10Q: 3 clusters Score -1.148009e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -11481024.000000 Penalty: 5713.762695
	Iteration 11Q: 3 clusters Score -1.148102e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -11481618.000000 Penalty: 5713.762695
	Iteration 12Q: 3 clusters Score -1.148162e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11482031.000000 Penalty: 5713.762695
	Iteration 13Q: 3 clusters Score -1.148203e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11482240.000000 Penalty: 5713.762695
	Iteration 14Q: 3 clusters Score -1.148224e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98971 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -11482401.000000 Penalty: 5713.762695
	Iteration 15Q: 3 clusters Score -1.14824e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11482555.000000 Penalty: 5713.762695
	Iteration 16Q: 3 clusters Score -1.148256e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11482666.000000 Penalty: 5713.762695
	Iteration 17Q: 3 clusters Score -1.148267e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11482728.000000 Penalty: 5713.762695
	Iteration 18Q: 3 clusters Score -1.148273e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99294 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11482870.000000 Penalty: 5713.762695
	Iteration 19Q: 3 clusters Score -1.148287e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11483046.000000 Penalty: 5713.762695
	Iteration 20F: 3 clusters Score -1.148305e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11483313.000000 Penalty: 5713.762695
	Iteration 21Q: 3 clusters Score -1.148331e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11483521.000000 Penalty: 5713.762695
	Iteration 22Q: 3 clusters Score -1.148352e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11483728.000000 Penalty: 5713.762695
	Iteration 23Q: 3 clusters Score -1.148373e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11483937.000000 Penalty: 5713.762695
	Iteration 24Q: 3 clusters Score -1.148394e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11484118.000000 Penalty: 5713.762695
	Iteration 25Q: 3 clusters Score -1.148412e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11484259.000000 Penalty: 5713.762695
	Iteration 26Q: 3 clusters Score -1.148426e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -11484395.000000 Penalty: 5713.762695
	Iteration 27Q: 3 clusters Score -1.14844e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11484513.000000 Penalty: 5713.762695
	Iteration 28Q: 3 clusters Score -1.148451e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11484632.000000 Penalty: 5713.762695
	Iteration 29Q: 3 clusters Score -1.148463e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -11484665.000000 Penalty: 5713.762695
	Iteration 30Q: 3 clusters Score -1.148466e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -11484748.000000 Penalty: 5713.762695
	Iteration 31Q: 3 clusters Score -1.148475e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -11484785.000000 Penalty: 5713.762695
	Iteration 32Q: 3 clusters Score -1.148478e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11484821.000000 Penalty: 5713.762695
	Iteration 33Q: 3 clusters Score -1.148482e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97628 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -11484831.000000 Penalty: 5713.762695
	Iteration 34Q: 3 clusters Score -1.148483e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -11484846.000000 Penalty: 5713.762695
	Iteration 35Q: 3 clusters Score -1.148485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97553 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -11484857.000000 Penalty: 5713.762695
	Iteration 36Q: 3 clusters Score -1.148486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -11484857.000000 Penalty: 5713.762695
	Iteration 37Q: 3 clusters Score -1.148486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -11484856.000000 Penalty: 5713.762695
	Iteration 38Q: 3 clusters Score -1.148486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97496 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -11484862.000000 Penalty: 5713.762695
	Iteration 39Q: 3 clusters Score -1.148486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -11485105.000000 Penalty: 5713.762695
	Iteration 40F: 3 clusters Score -1.14851e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -11485400.000000 Penalty: 5713.762695
	Iteration 41Q: 3 clusters Score -1.14854e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -11485698.000000 Penalty: 5713.762695
	Iteration 42Q: 3 clusters Score -1.14857e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -11485878.000000 Penalty: 5713.762695
	Iteration 43Q: 3 clusters Score -1.148588e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -11486084.000000 Penalty: 5713.762695
	Iteration 44Q: 3 clusters Score -1.148608e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -11486230.000000 Penalty: 5713.762695
	Iteration 45Q: 3 clusters Score -1.148623e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -11486325.000000 Penalty: 5713.762695
	Iteration 46Q: 3 clusters Score -1.148632e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -11486376.000000 Penalty: 5713.762695
	Iteration 47Q: 3 clusters Score -1.148638e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -11486403.000000 Penalty: 5713.762695
	Iteration 48Q: 3 clusters Score -1.14864e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -11486460.000000 Penalty: 5713.762695
	Iteration 49Q: 3 clusters Score -1.148646e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -11486498.000000 Penalty: 5713.762695
	Iteration 50Q: 3 clusters Score -1.14865e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -11486527.000000 Penalty: 5713.762695
	Iteration 51Q: 3 clusters Score -1.148653e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -11486565.000000 Penalty: 5713.762695
	Iteration 52Q: 3 clusters Score -1.148656e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -11486589.000000 Penalty: 5713.762695
	Iteration 53Q: 3 clusters Score -1.148659e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -11486625.000000 Penalty: 5713.762695
	Iteration 54Q: 3 clusters Score -1.148662e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -11486659.000000 Penalty: 5713.762695
	Iteration 55Q: 3 clusters Score -1.148666e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -11486678.000000 Penalty: 5713.762695
	Iteration 56Q: 3 clusters Score -1.148668e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -11486688.000000 Penalty: 5713.762695
	Iteration 57Q: 3 clusters Score -1.148669e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -11486722.000000 Penalty: 5713.762695
	Iteration 58Q: 3 clusters Score -1.148672e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -11486701.000000 Penalty: 5713.762695
	Iteration 59Q: 3 clusters Score -1.14867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -11486754.000000 Penalty: 5713.762695
	Iteration 60F: 3 clusters Score -1.148675e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -11486794.000000 Penalty: 5713.762695
	Iteration 61Q: 3 clusters Score -1.148679e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -11486853.000000 Penalty: 5713.762695
	Iteration 62Q: 3 clusters Score -1.148685e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -11486839.000000 Penalty: 5713.762695
	Iteration 63Q: 3 clusters Score -1.148684e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -11486833.000000 Penalty: 5713.762695
	Iteration 64Q: 3 clusters Score -1.148683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -11486849.000000 Penalty: 5713.762695
	Iteration 65Q: 3 clusters Score -1.148685e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -11486858.000000 Penalty: 5713.762695
	Iteration 66Q: 3 clusters Score -1.148686e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -11486879.000000 Penalty: 5713.762695
	Iteration 67Q: 3 clusters Score -1.148688e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -11486898.000000 Penalty: 5713.762695
	Iteration 68Q: 3 clusters Score -1.14869e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -11486917.000000 Penalty: 5713.762695
	Iteration 69Q: 3 clusters Score -1.148692e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -11486936.000000 Penalty: 5713.762695
	Iteration 70Q: 3 clusters Score -1.148694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92511 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -11486930.000000 Penalty: 5713.762695
	Iteration 71Q: 3 clusters Score -1.148693e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -11486937.000000 Penalty: 5713.762695
	Iteration 72Q: 3 clusters Score -1.148694e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -11486954.000000 Penalty: 5713.762695
	Iteration 73Q: 3 clusters Score -1.148695e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -11486952.000000 Penalty: 5713.762695
	Iteration 74Q: 3 clusters Score -1.148695e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -11486943.000000 Penalty: 5713.762695
	Iteration 75Q: 3 clusters Score -1.148694e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -11486951.000000 Penalty: 5713.762695
	Iteration 76Q: 3 clusters Score -1.148695e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -11486951.000000 Penalty: 5713.762695
	Iteration 77Q: 3 clusters Score -1.148695e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -11486970.000000 Penalty: 5713.762695
	Iteration 78Q: 3 clusters Score -1.148697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -11486955.000000 Penalty: 5713.762695
	Iteration 79Q: 3 clusters Score -1.148696e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -11486955.000000 Penalty: 5713.762695
	Iteration 80F: 3 clusters Score -1.148696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -11486942.000000 Penalty: 5713.762695
	Iteration 81Q: 3 clusters Score -1.148694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -11486966.000000 Penalty: 5713.762695
	Iteration 82Q: 3 clusters Score -1.148697e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -11486974.000000 Penalty: 5713.762695
	Iteration 83Q: 3 clusters Score -1.148697e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -11487009.000000 Penalty: 5713.762695
	Iteration 84Q: 3 clusters Score -1.148701e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -11487012.000000 Penalty: 5713.762695
	Iteration 85Q: 3 clusters Score -1.148701e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -11487044.000000 Penalty: 5713.762695
	Iteration 86Q: 3 clusters Score -1.148704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -11487056.000000 Penalty: 5713.762695
	Iteration 87Q: 3 clusters Score -1.148706e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -11487028.000000 Penalty: 5713.762695
	Iteration 88Q: 3 clusters Score -1.148703e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -11487037.000000 Penalty: 5713.762695
	Iteration 89Q: 3 clusters Score -1.148704e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -11487053.000000 Penalty: 5713.762695
	Iteration 90Q: 3 clusters Score -1.148705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -11487062.000000 Penalty: 5713.762695
	Iteration 91Q: 3 clusters Score -1.148706e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -11487067.000000 Penalty: 5713.762695
	Iteration 92Q: 3 clusters Score -1.148707e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -11487062.000000 Penalty: 5713.762695
	Iteration 93Q: 3 clusters Score -1.148706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -11487040.000000 Penalty: 5713.762695
	Iteration 94Q: 3 clusters Score -1.148704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -11487049.000000 Penalty: 5713.762695
	Iteration 95Q: 3 clusters Score -1.148705e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -11487031.000000 Penalty: 5713.762695
	Iteration 96Q: 3 clusters Score -1.148703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -11487040.000000 Penalty: 5713.762695
	Iteration 97Q: 3 clusters Score -1.148704e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -11487046.000000 Penalty: 5713.762695
	Iteration 98Q: 3 clusters Score -1.148705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -11487034.000000 Penalty: 5713.762695
	Iteration 99Q: 3 clusters Score -1.148703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -11487047.000000 Penalty: 5713.762695
	Iteration 100F: 3 clusters Score -1.148705e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -11487045.000000 Penalty: 5713.762695
	Iteration 101Q: 3 clusters Score -1.148704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -11487066.000000 Penalty: 5713.762695
	Iteration 102Q: 3 clusters Score -1.148707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -11487074.000000 Penalty: 5713.762695
	Iteration 103Q: 3 clusters Score -1.148707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -11487071.000000 Penalty: 5713.762695
	Iteration 104Q: 3 clusters Score -1.148707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -11487072.000000 Penalty: 5713.762695
	Iteration 105Q: 3 clusters Score -1.148707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -11487093.000000 Penalty: 5713.762695
	Iteration 106Q: 3 clusters Score -1.148709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -11487085.000000 Penalty: 5713.762695
	Iteration 107Q: 3 clusters Score -1.148708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -11487076.000000 Penalty: 5713.762695
	Iteration 108Q: 3 clusters Score -1.148708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -11487068.000000 Penalty: 5713.762695
	Iteration 109Q: 3 clusters Score -1.148707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -11487063.000000 Penalty: 5713.762695
	Iteration 110Q: 3 clusters Score -1.148706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -11487072.000000 Penalty: 5713.762695
	Iteration 111Q: 3 clusters Score -1.148707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -11487085.000000 Penalty: 5713.762695
	Iteration 112Q: 3 clusters Score -1.148708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -11487081.000000 Penalty: 5713.762695
	Iteration 113Q: 3 clusters Score -1.148708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -11487059.000000 Penalty: 5713.762695
	Iteration 114Q: 3 clusters Score -1.148706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -11487064.000000 Penalty: 5713.762695
	Iteration 115Q: 3 clusters Score -1.148706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -11487060.000000 Penalty: 5713.762695
	Iteration 116Q: 3 clusters Score -1.148706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -11487055.000000 Penalty: 5713.762695
	Iteration 117Q: 3 clusters Score -1.148706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -11487059.000000 Penalty: 5713.762695
	Iteration 118Q: 3 clusters Score -1.148706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -11487061.000000 Penalty: 5713.762695
	Iteration 119Q: 3 clusters Score -1.148706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -11487065.000000 Penalty: 5713.762695
	Iteration 120F: 3 clusters Score -1.148706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -11487072.000000 Penalty: 5713.762695
	Iteration 121Q: 3 clusters Score -1.148707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -11487057.000000 Penalty: 5713.762695
	Iteration 122Q: 3 clusters Score -1.148706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -11487064.000000 Penalty: 5713.762695
	Iteration 123Q: 3 clusters Score -1.148706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -11487070.000000 Penalty: 5713.762695
	Iteration 124Q: 3 clusters Score -1.148707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -11487069.000000 Penalty: 5713.762695
	Iteration 125Q: 3 clusters Score -1.148707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -11487060.000000 Penalty: 5713.762695
	Iteration 126Q: 3 clusters Score -1.148706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -11487061.000000 Penalty: 5713.762695
	Iteration 127Q: 3 clusters Score -1.148706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -11487071.000000 Penalty: 5713.762695
	Iteration 128Q: 3 clusters Score -1.148707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -11487069.000000 Penalty: 5713.762695
	Iteration 129Q: 3 clusters Score -1.148707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -11487062.000000 Penalty: 5713.762695
	Iteration 130Q: 3 clusters Score -1.148706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -11487063.000000 Penalty: 5713.762695
	Iteration 131Q: 3 clusters Score -1.148706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -11487064.000000 Penalty: 5713.762695
	Iteration 132Q: 3 clusters Score -1.148706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -11487067.000000 Penalty: 5713.762695
	Iteration 133Q: 3 clusters Score -1.148707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -11487069.000000 Penalty: 5713.762695
	Iteration 134Q: 3 clusters Score -1.148707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -11487067.000000 Penalty: 5713.762695
	Iteration 135Q: 3 clusters Score -1.148707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -11487071.000000 Penalty: 5713.762695
	Iteration 136Q: 3 clusters Score -1.148707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -11487071.000000 Penalty: 5713.762695
	Iteration 137F: 3 clusters Score -1.148707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 41217 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Entering Unmasked Estep 
Score: -212261984.000000 Penalty: 330564.218750
Splitting cluster 22 changes total score from -212260784.000000 to -212261984.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 23 (12981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Entering Unmasked Estep 
Score: -1412938.375000 Penalty: 2348.867920
	Iteration 0F: 2 clusters Score -1412938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1403467.750000 Penalty: 4697.735840
	Iteration 0F: 3 clusters Score -1403468 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1406522.750000 Penalty: 4697.735840
	Iteration 1F: 3 clusters Score -1406523 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1406907.750000 Penalty: 4697.735840
	Iteration 2F: 3 clusters Score -1406908 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1407177.125000 Penalty: 4697.735840
	Iteration 3Q: 3 clusters Score -1407177 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1407431.500000 Penalty: 4697.735840
	Iteration 4Q: 3 clusters Score -1407432 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1407688.500000 Penalty: 4697.735840
	Iteration 5Q: 3 clusters Score -1407688 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1408017.500000 Penalty: 4697.735840
	Iteration 6Q: 3 clusters Score -1408018 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1408420.000000 Penalty: 4697.735840
	Iteration 7Q: 3 clusters Score -1408420 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1408862.250000 Penalty: 4697.735840
	Iteration 8Q: 3 clusters Score -1408862 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1409385.375000 Penalty: 4697.735840
	Iteration 9Q: 3 clusters Score -1409385 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1409922.625000 Penalty: 4697.735840
	Iteration 10F: 3 clusters Score -1409923 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1410540.125000 Penalty: 4697.735840
	Iteration 11F: 3 clusters Score -1410540 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1411085.500000 Penalty: 4697.735840
	Iteration 12Q: 3 clusters Score -1411086 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1411483.000000 Penalty: 4697.735840
	Iteration 13Q: 3 clusters Score -1411483 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1411716.000000 Penalty: 4697.735840
	Iteration 14Q: 3 clusters Score -1411716 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1411852.125000 Penalty: 4697.735840
	Iteration 15Q: 3 clusters Score -1411852 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1411939.625000 Penalty: 4697.735840
	Iteration 16Q: 3 clusters Score -1411940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1411994.000000 Penalty: 4697.735840
	Iteration 17Q: 3 clusters Score -1411994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1412030.750000 Penalty: 4697.735840
	Iteration 18Q: 3 clusters Score -1412031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1412058.375000 Penalty: 4697.735840
	Iteration 19Q: 3 clusters Score -1412058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1412074.750000 Penalty: 4697.735840
	Iteration 20F: 3 clusters Score -1412075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1412088.625000 Penalty: 4697.735840
	Iteration 21Q: 3 clusters Score -1412089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1412094.625000 Penalty: 4697.735840
	Iteration 22Q: 3 clusters Score -1412095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1412102.875000 Penalty: 4697.735840
	Iteration 23Q: 3 clusters Score -1412103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1412103.250000 Penalty: 4697.735840
	Iteration 24Q: 3 clusters Score -1412103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1412106.125000 Penalty: 4697.735840
	Iteration 25Q: 3 clusters Score -1412106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1412110.625000 Penalty: 4697.735840
	Iteration 26Q: 3 clusters Score -1412111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1412111.500000 Penalty: 4697.735840
	Iteration 27Q: 3 clusters Score -1412112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1412111.000000 Penalty: 4697.735840
	Iteration 28Q: 3 clusters Score -1412111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1412111.625000 Penalty: 4697.735840
	Iteration 29Q: 3 clusters Score -1412112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1412112.125000 Penalty: 4697.735840
	Iteration 30Q: 3 clusters Score -1412112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1412117.875000 Penalty: 4697.735840
	Iteration 31Q: 3 clusters Score -1412118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1412118.250000 Penalty: 4697.735840
	Iteration 32Q: 3 clusters Score -1412118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1412125.125000 Penalty: 4697.735840
	Iteration 33Q: 3 clusters Score -1412125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1412125.625000 Penalty: 4697.735840
	Iteration 34Q: 3 clusters Score -1412126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1412127.875000 Penalty: 4697.735840
	Iteration 35Q: 3 clusters Score -1412128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1412128.000000 Penalty: 4697.735840
	Iteration 36Q: 3 clusters Score -1412128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1412129.250000 Penalty: 4697.735840
	Iteration 37Q: 3 clusters Score -1412129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1412130.875000 Penalty: 4697.735840
	Iteration 38Q: 3 clusters Score -1412131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1412131.000000 Penalty: 4697.735840
	Iteration 39Q: 3 clusters Score -1412131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1412133.500000 Penalty: 4697.735840
	Iteration 40F: 3 clusters Score -1412134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1412134.500000 Penalty: 4697.735840
	Iteration 41Q: 3 clusters Score -1412134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1412137.625000 Penalty: 4697.735840
	Iteration 42Q: 3 clusters Score -1412138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1412139.750000 Penalty: 4697.735840
	Iteration 43Q: 3 clusters Score -1412140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1412137.625000 Penalty: 4697.735840
	Iteration 44Q: 3 clusters Score -1412138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1412137.625000 Penalty: 4697.735840
	Iteration 45Q: 3 clusters Score -1412138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1412139.125000 Penalty: 4697.735840
	Iteration 46Q: 3 clusters Score -1412139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1412140.000000 Penalty: 4697.735840
	Iteration 47Q: 3 clusters Score -1412140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1412139.875000 Penalty: 4697.735840
	Iteration 48Q: 3 clusters Score -1412140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1412137.500000 Penalty: 4697.735840
	Iteration 49Q: 3 clusters Score -1412138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1412137.000000 Penalty: 4697.735840
	Iteration 50Q: 3 clusters Score -1412137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1412138.000000 Penalty: 4697.735840
	Iteration 51Q: 3 clusters Score -1412138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1412137.000000 Penalty: 4697.735840
	Iteration 52Q: 3 clusters Score -1412137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1412138.375000 Penalty: 4697.735840
	Iteration 53Q: 3 clusters Score -1412138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1412136.875000 Penalty: 4697.735840
	Iteration 54Q: 3 clusters Score -1412137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1412140.000000 Penalty: 4697.735840
	Iteration 55Q: 3 clusters Score -1412140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1412139.000000 Penalty: 4697.735840
	Iteration 56Q: 3 clusters Score -1412139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1412140.375000 Penalty: 4697.735840
	Iteration 57Q: 3 clusters Score -1412140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1412140.125000 Penalty: 4697.735840
	Iteration 58Q: 3 clusters Score -1412140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1412140.625000 Penalty: 4697.735840
	Iteration 59Q: 3 clusters Score -1412141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1412142.000000 Penalty: 4697.735840
	Iteration 60F: 3 clusters Score -1412142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -106407.890625 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -106407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104661.515625 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -104661.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105382.617188 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -105382.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105716.929688 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -105716.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105881.890625 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -105881.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105979.109375 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -105979.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106075.476562 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -106075.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106208.359375 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -106208.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106278.640625 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -106278.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106311.734375 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -106311.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106349.976562 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -106350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106393.617188 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -106393.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106437.882812 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -106437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106472.328125 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -106472.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106509.562500 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -106509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106536.976562 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -106537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106549.500000 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -106549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106552.835938 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -106552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106554.609375 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -106554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106556.031250 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -106556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106557.710938 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -106557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106557.710938 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -106557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 41217 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 638 members 
Entering Unmasked Estep 
Score: -212260384.000000 Penalty: 334157.312500
Splitting cluster 24 changes total score from -212260784.000000 to -212260384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (41217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Entering Unmasked Estep 
Score: -4721066.500000 Penalty: 2635.398193
	Iteration 0F: 2 clusters Score -4721066 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 20571 members 
Entering Unmasked Estep 
Score: -4693085.000000 Penalty: 5270.796387
	Iteration 0F: 3 clusters Score -4693085 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4703648.000000 Penalty: 5270.796387
	Iteration 1F: 3 clusters Score -4703648 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4704565.500000 Penalty: 5270.796387
	Iteration 2F: 3 clusters Score -4704566 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4705918.000000 Penalty: 5270.796387
	Iteration 3F: 3 clusters Score -4705918 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4707980.000000 Penalty: 5270.796387
	Iteration 4F: 3 clusters Score -4707980 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4710951.000000 Penalty: 5270.796387
	Iteration 5F: 3 clusters Score -4710951 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4714609.000000 Penalty: 5270.796387
	Iteration 6F: 3 clusters Score -4714609 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4718034.000000 Penalty: 5270.796387
	Iteration 7F: 3 clusters Score -4718034 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4720657.500000 Penalty: 5270.796387
	Iteration 8F: 3 clusters Score -4720658 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4722221.000000 Penalty: 5270.796387
	Iteration 9Q: 3 clusters Score -4722221 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4722821.000000 Penalty: 5270.796387
	Iteration 10Q: 3 clusters Score -4722821 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4723072.000000 Penalty: 5270.796387
	Iteration 11Q: 3 clusters Score -4723072 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -4723211.000000 Penalty: 5270.796387
	Iteration 12Q: 3 clusters Score -4723211 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -4723250.500000 Penalty: 5270.796387
	Iteration 13Q: 3 clusters Score -4723250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4723293.500000 Penalty: 5270.796387
	Iteration 14Q: 3 clusters Score -4723294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -4723306.000000 Penalty: 5270.796387
	Iteration 15Q: 3 clusters Score -4723306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4723322.000000 Penalty: 5270.796387
	Iteration 16Q: 3 clusters Score -4723322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4723323.000000 Penalty: 5270.796387
	Iteration 17Q: 3 clusters Score -4723323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4723330.500000 Penalty: 5270.796387
	Iteration 18Q: 3 clusters Score -4723330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4723330.000000 Penalty: 5270.796387
	Iteration 19Q: 3 clusters Score -4723330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4723351.000000 Penalty: 5270.796387
	Iteration 20F: 3 clusters Score -4723351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4723350.500000 Penalty: 5270.796387
	Iteration 21Q: 3 clusters Score -4723350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4723349.500000 Penalty: 5270.796387
	Iteration 22Q: 3 clusters Score -4723350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4723355.000000 Penalty: 5270.796387
	Iteration 23Q: 3 clusters Score -4723355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4723354.500000 Penalty: 5270.796387
	Iteration 24Q: 3 clusters Score -4723354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -4723362.000000 Penalty: 5270.796387
	Iteration 25Q: 3 clusters Score -4723362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4723362.000000 Penalty: 5270.796387
	Iteration 26Q: 3 clusters Score -4723362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4723358.000000 Penalty: 5270.796387
	Iteration 27Q: 3 clusters Score -4723358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4723361.500000 Penalty: 5270.796387
	Iteration 28Q: 3 clusters Score -4723362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4723362.000000 Penalty: 5270.796387
	Iteration 29Q: 3 clusters Score -4723362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4723361.000000 Penalty: 5270.796387
	Iteration 30Q: 3 clusters Score -4723361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4723357.000000 Penalty: 5270.796387
	Iteration 31Q: 3 clusters Score -4723357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -4723358.500000 Penalty: 5270.796387
	Iteration 32Q: 3 clusters Score -4723358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4723360.500000 Penalty: 5270.796387
	Iteration 33Q: 3 clusters Score -4723360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -4723355.000000 Penalty: 5270.796387
	Iteration 34Q: 3 clusters Score -4723355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4723359.000000 Penalty: 5270.796387
	Iteration 35Q: 3 clusters Score -4723359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -4723357.500000 Penalty: 5270.796387
	Iteration 36Q: 3 clusters Score -4723358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4723354.500000 Penalty: 5270.796387
	Iteration 37Q: 3 clusters Score -4723354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4723359.000000 Penalty: 5270.796387
	Iteration 38Q: 3 clusters Score -4723359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4723357.000000 Penalty: 5270.796387
	Iteration 39Q: 3 clusters Score -4723357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4723357.000000 Penalty: 5270.796387
	Iteration 40F: 3 clusters Score -4723357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 2440 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Entering Unmasked Estep 
Score: -212262480.000000 Penalty: 334157.312500
Splitting cluster 25 changes total score from -212260784.000000 to -212262480.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 26 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -216488.656250 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -216488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -213721.531250 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -213721.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -214621.953125 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -214622 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -215260.468750 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -215260.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -215686.640625 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -215686.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -215898.000000 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -215898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -216099.625000 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -216099.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -216315.015625 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -216315 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -216432.906250 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -216432.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -216510.468750 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -216510.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -216551.890625 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -216551.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -216577.625000 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -216577.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -216591.343750 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -216591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -216597.906250 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -216597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -216602.640625 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -216602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -216606.703125 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -216606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -216610.656250 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -216610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -216614.812500 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -216614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -216618.218750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -216618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -216621.250000 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -216621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -216621.781250 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -216621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216634.562500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -216634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -216639.046875 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -216639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -216640.390625 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -216640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -216642.062500 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -216642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -216643.015625 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -216643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216644.218750 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -216644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -216646.031250 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -216646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -216646.531250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -216646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216646.718750 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -216646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216646.718750 Penalty: 3868.677490
	Iteration 29F: 3 clusters Score -216646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Entering Unmasked Estep 
Score: -212261136.000000 Penalty: 337750.406250
Splitting cluster 26 changes total score from -212260784.000000 to -212261136.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 27 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -612541.812500 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -612541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -607600.312500 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -607600.3 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -608846.062500 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -608846.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -609127.500000 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -609127.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -609383.750000 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -609383.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -609646.000000 Penalty: 4286.375488
	Iteration 4F: 3 clusters Score -609646 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -609954.062500 Penalty: 4286.375488
	Iteration 5F: 3 clusters Score -609954.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -610307.625000 Penalty: 4286.375488
	Iteration 6F: 3 clusters Score -610307.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -610727.875000 Penalty: 4286.375488
	Iteration 7F: 3 clusters Score -610727.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -611124.562500 Penalty: 4286.375488
	Iteration 8F: 3 clusters Score -611124.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -611454.937500 Penalty: 4286.375488
	Iteration 9F: 3 clusters Score -611454.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -611697.250000 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -611697.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -611824.187500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -611824.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -611915.437500 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -611915.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -611993.875000 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -611993.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -612040.625000 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -612040.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -612079.062500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -612079.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -612105.875000 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -612105.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -612126.750000 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -612126.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -612142.500000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -612142.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -612153.812500 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -612153.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -612163.437500 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -612163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -612169.625000 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -612169.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -612177.062500 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -612177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -612184.937500 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -612184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -612190.062500 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -612190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -612193.000000 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -612193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -612194.875000 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -612194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -612196.500000 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -612196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -612198.750000 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -612198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -612200.562500 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -612200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -612203.000000 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -612203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -612203.500000 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -612203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -612204.500000 Penalty: 4286.375488
	Iteration 32Q: 3 clusters Score -612204.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -612204.750000 Penalty: 4286.375488
	Iteration 33Q: 3 clusters Score -612204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -612206.937500 Penalty: 4286.375488
	Iteration 34Q: 3 clusters Score -612206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -612207.937500 Penalty: 4286.375488
	Iteration 35Q: 3 clusters Score -612207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -612210.750000 Penalty: 4286.375488
	Iteration 36Q: 3 clusters Score -612210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -612210.125000 Penalty: 4286.375488
	Iteration 37Q: 3 clusters Score -612210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -612210.125000 Penalty: 4286.375488
	Iteration 38F: 3 clusters Score -612210.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Entering Unmasked Estep 
Score: -1080815.375000 Penalty: 2275.945068
	Iteration 0F: 2 clusters Score -1080815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1073378.625000 Penalty: 4551.890137
	Iteration 0F: 3 clusters Score -1073379 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1075693.250000 Penalty: 4551.890137
	Iteration 1F: 3 clusters Score -1075693 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1076293.000000 Penalty: 4551.890137
	Iteration 2F: 3 clusters Score -1076293 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1076816.000000 Penalty: 4551.890137
	Iteration 3F: 3 clusters Score -1076816 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1077233.625000 Penalty: 4551.890137
	Iteration 4F: 3 clusters Score -1077234 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1077691.625000 Penalty: 4551.890137
	Iteration 5F: 3 clusters Score -1077692 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1078066.250000 Penalty: 4551.890137
	Iteration 6F: 3 clusters Score -1078066 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1078375.375000 Penalty: 4551.890137
	Iteration 7F: 3 clusters Score -1078375 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1078596.125000 Penalty: 4551.890137
	Iteration 8Q: 3 clusters Score -1078596 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1078749.500000 Penalty: 4551.890137
	Iteration 9Q: 3 clusters Score -1078750 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1078842.125000 Penalty: 4551.890137
	Iteration 10Q: 3 clusters Score -1078842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1078912.875000 Penalty: 4551.890137
	Iteration 11Q: 3 clusters Score -1078913 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1078961.125000 Penalty: 4551.890137
	Iteration 12Q: 3 clusters Score -1078961 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1079003.375000 Penalty: 4551.890137
	Iteration 13Q: 3 clusters Score -1079003 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1079034.250000 Penalty: 4551.890137
	Iteration 14Q: 3 clusters Score -1079034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1079066.625000 Penalty: 4551.890137
	Iteration 15Q: 3 clusters Score -1079067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1079093.250000 Penalty: 4551.890137
	Iteration 16Q: 3 clusters Score -1079093 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1079121.500000 Penalty: 4551.890137
	Iteration 17Q: 3 clusters Score -1079122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1079149.375000 Penalty: 4551.890137
	Iteration 18Q: 3 clusters Score -1079149 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1079171.500000 Penalty: 4551.890137
	Iteration 19Q: 3 clusters Score -1079172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1079198.875000 Penalty: 4551.890137
	Iteration 20F: 3 clusters Score -1079199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1079226.250000 Penalty: 4551.890137
	Iteration 21Q: 3 clusters Score -1079226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1079259.625000 Penalty: 4551.890137
	Iteration 22Q: 3 clusters Score -1079260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1079288.750000 Penalty: 4551.890137
	Iteration 23Q: 3 clusters Score -1079289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1079323.375000 Penalty: 4551.890137
	Iteration 24Q: 3 clusters Score -1079323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1079360.250000 Penalty: 4551.890137
	Iteration 25Q: 3 clusters Score -1079360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1079398.750000 Penalty: 4551.890137
	Iteration 26Q: 3 clusters Score -1079399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1079432.875000 Penalty: 4551.890137
	Iteration 27Q: 3 clusters Score -1079433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1079458.375000 Penalty: 4551.890137
	Iteration 28Q: 3 clusters Score -1079458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1079481.625000 Penalty: 4551.890137
	Iteration 29Q: 3 clusters Score -1079482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1079497.875000 Penalty: 4551.890137
	Iteration 30Q: 3 clusters Score -1079498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1079514.625000 Penalty: 4551.890137
	Iteration 31Q: 3 clusters Score -1079515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1079533.875000 Penalty: 4551.890137
	Iteration 32Q: 3 clusters Score -1079534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1079557.000000 Penalty: 4551.890137
	Iteration 33Q: 3 clusters Score -1079557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1079575.500000 Penalty: 4551.890137
	Iteration 34Q: 3 clusters Score -1079576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1079598.250000 Penalty: 4551.890137
	Iteration 35Q: 3 clusters Score -1079598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1079618.250000 Penalty: 4551.890137
	Iteration 36Q: 3 clusters Score -1079618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1079643.500000 Penalty: 4551.890137
	Iteration 37Q: 3 clusters Score -1079644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1079660.750000 Penalty: 4551.890137
	Iteration 38Q: 3 clusters Score -1079661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1079677.500000 Penalty: 4551.890137
	Iteration 39Q: 3 clusters Score -1079678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1079686.625000 Penalty: 4551.890137
	Iteration 40F: 3 clusters Score -1079687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1079695.875000 Penalty: 4551.890137
	Iteration 41Q: 3 clusters Score -1079696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1079703.875000 Penalty: 4551.890137
	Iteration 42Q: 3 clusters Score -1079704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1079712.375000 Penalty: 4551.890137
	Iteration 43Q: 3 clusters Score -1079712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1079718.375000 Penalty: 4551.890137
	Iteration 44Q: 3 clusters Score -1079718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1079723.500000 Penalty: 4551.890137
	Iteration 45Q: 3 clusters Score -1079724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1079728.125000 Penalty: 4551.890137
	Iteration 46Q: 3 clusters Score -1079728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1079733.750000 Penalty: 4551.890137
	Iteration 47Q: 3 clusters Score -1079734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1079738.250000 Penalty: 4551.890137
	Iteration 48Q: 3 clusters Score -1079738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1079742.125000 Penalty: 4551.890137
	Iteration 49Q: 3 clusters Score -1079742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1079752.500000 Penalty: 4551.890137
	Iteration 50Q: 3 clusters Score -1079752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1079754.625000 Penalty: 4551.890137
	Iteration 51Q: 3 clusters Score -1079755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1079756.875000 Penalty: 4551.890137
	Iteration 52Q: 3 clusters Score -1079757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1079759.250000 Penalty: 4551.890137
	Iteration 53Q: 3 clusters Score -1079759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1079762.500000 Penalty: 4551.890137
	Iteration 54Q: 3 clusters Score -1079762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1079767.375000 Penalty: 4551.890137
	Iteration 55Q: 3 clusters Score -1079767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1079770.375000 Penalty: 4551.890137
	Iteration 56Q: 3 clusters Score -1079770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1079772.125000 Penalty: 4551.890137
	Iteration 57Q: 3 clusters Score -1079772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1079773.875000 Penalty: 4551.890137
	Iteration 58Q: 3 clusters Score -1079774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1079773.875000 Penalty: 4551.890137
	Iteration 59F: 3 clusters Score -1079774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Entering Unmasked Estep 
Score: -18246138.000000 Penalty: 2989.879150
	Iteration 0F: 2 clusters Score -1.824614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -18130970.000000 Penalty: 5979.758301
	Iteration 0F: 3 clusters Score -1.813097e+07 nChanged 82476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -18180276.000000 Penalty: 5979.758301
	Iteration 1F: 3 clusters Score -1.818028e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -18183186.000000 Penalty: 5979.758301
	Iteration 2Q: 3 clusters Score -1.818319e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -18187038.000000 Penalty: 5979.758301
	Iteration 3Q: 3 clusters Score -1.818704e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -18191666.000000 Penalty: 5979.758301
	Iteration 4F: 3 clusters Score -1.819167e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -18196890.000000 Penalty: 5979.758301
	Iteration 5F: 3 clusters Score -1.819689e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -18202116.000000 Penalty: 5979.758301
	Iteration 6F: 3 clusters Score -1.820212e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -18206818.000000 Penalty: 5979.758301
	Iteration 7F: 3 clusters Score -1.820682e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -18211758.000000 Penalty: 5979.758301
	Iteration 8F: 3 clusters Score -1.821176e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -18216162.000000 Penalty: 5979.758301
	Iteration 9Q: 3 clusters Score -1.821616e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -18219898.000000 Penalty: 5979.758301
	Iteration 10Q: 3 clusters Score -1.82199e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -18222410.000000 Penalty: 5979.758301
	Iteration 11Q: 3 clusters Score -1.822241e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -18224010.000000 Penalty: 5979.758301
	Iteration 12Q: 3 clusters Score -1.822401e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -18225250.000000 Penalty: 5979.758301
	Iteration 13Q: 3 clusters Score -1.822525e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -18226174.000000 Penalty: 5979.758301
	Iteration 14Q: 3 clusters Score -1.822617e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -18227098.000000 Penalty: 5979.758301
	Iteration 15Q: 3 clusters Score -1.82271e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -18227950.000000 Penalty: 5979.758301
	Iteration 16Q: 3 clusters Score -1.822795e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -18228866.000000 Penalty: 5979.758301
	Iteration 17Q: 3 clusters Score -1.822887e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -18229678.000000 Penalty: 5979.758301
	Iteration 18Q: 3 clusters Score -1.822968e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -18230696.000000 Penalty: 5979.758301
	Iteration 19Q: 3 clusters Score -1.82307e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96597 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -18231454.000000 Penalty: 5979.758301
	Iteration 20F: 3 clusters Score -1.823145e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -18231938.000000 Penalty: 5979.758301
	Iteration 21Q: 3 clusters Score -1.823194e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -18232446.000000 Penalty: 5979.758301
	Iteration 22Q: 3 clusters Score -1.823245e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95614 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -18232734.000000 Penalty: 5979.758301
	Iteration 23Q: 3 clusters Score -1.823273e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -18233062.000000 Penalty: 5979.758301
	Iteration 24Q: 3 clusters Score -1.823306e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -18233386.000000 Penalty: 5979.758301
	Iteration 25Q: 3 clusters Score -1.823339e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -18233466.000000 Penalty: 5979.758301
	Iteration 26Q: 3 clusters Score -1.823347e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -18233476.000000 Penalty: 5979.758301
	Iteration 27Q: 3 clusters Score -1.823348e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -18233574.000000 Penalty: 5979.758301
	Iteration 28Q: 3 clusters Score -1.823357e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -18233584.000000 Penalty: 5979.758301
	Iteration 29Q: 3 clusters Score -1.823358e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -18233568.000000 Penalty: 5979.758301
	Iteration 30Q: 3 clusters Score -1.823357e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -18233582.000000 Penalty: 5979.758301
	Iteration 31Q: 3 clusters Score -1.823358e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -18233612.000000 Penalty: 5979.758301
	Iteration 32Q: 3 clusters Score -1.823361e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -18233664.000000 Penalty: 5979.758301
	Iteration 33Q: 3 clusters Score -1.823366e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -18233734.000000 Penalty: 5979.758301
	Iteration 34Q: 3 clusters Score -1.823373e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -18233794.000000 Penalty: 5979.758301
	Iteration 35Q: 3 clusters Score -1.823379e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -18233828.000000 Penalty: 5979.758301
	Iteration 36Q: 3 clusters Score -1.823383e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -18233832.000000 Penalty: 5979.758301
	Iteration 37Q: 3 clusters Score -1.823383e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -18233914.000000 Penalty: 5979.758301
	Iteration 38Q: 3 clusters Score -1.823391e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -18233900.000000 Penalty: 5979.758301
	Iteration 39Q: 3 clusters Score -1.82339e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -18233936.000000 Penalty: 5979.758301
	Iteration 40F: 3 clusters Score -1.823394e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -18233938.000000 Penalty: 5979.758301
	Iteration 41Q: 3 clusters Score -1.823394e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -18233906.000000 Penalty: 5979.758301
	Iteration 42Q: 3 clusters Score -1.823391e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -18233906.000000 Penalty: 5979.758301
	Iteration 43Q: 3 clusters Score -1.823391e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -18233888.000000 Penalty: 5979.758301
	Iteration 44Q: 3 clusters Score -1.823389e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -18233934.000000 Penalty: 5979.758301
	Iteration 45Q: 3 clusters Score -1.823393e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -18233966.000000 Penalty: 5979.758301
	Iteration 46Q: 3 clusters Score -1.823397e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -18233972.000000 Penalty: 5979.758301
	Iteration 47Q: 3 clusters Score -1.823397e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -18233982.000000 Penalty: 5979.758301
	Iteration 48Q: 3 clusters Score -1.823398e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -18233972.000000 Penalty: 5979.758301
	Iteration 49Q: 3 clusters Score -1.823397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -18233964.000000 Penalty: 5979.758301
	Iteration 50Q: 3 clusters Score -1.823396e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -18233980.000000 Penalty: 5979.758301
	Iteration 51Q: 3 clusters Score -1.823398e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -18234002.000000 Penalty: 5979.758301
	Iteration 52Q: 3 clusters Score -1.8234e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -18233998.000000 Penalty: 5979.758301
	Iteration 53Q: 3 clusters Score -1.8234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -18234012.000000 Penalty: 5979.758301
	Iteration 54Q: 3 clusters Score -1.823401e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -18234012.000000 Penalty: 5979.758301
	Iteration 55Q: 3 clusters Score -1.823401e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -18234008.000000 Penalty: 5979.758301
	Iteration 56Q: 3 clusters Score -1.823401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -18234022.000000 Penalty: 5979.758301
	Iteration 57Q: 3 clusters Score -1.823402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -18234054.000000 Penalty: 5979.758301
	Iteration 58Q: 3 clusters Score -1.823405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -18234048.000000 Penalty: 5979.758301
	Iteration 59Q: 3 clusters Score -1.823405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -18234056.000000 Penalty: 5979.758301
	Iteration 60F: 3 clusters Score -1.823406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -18234060.000000 Penalty: 5979.758301
	Iteration 61Q: 3 clusters Score -1.823406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -18234084.000000 Penalty: 5979.758301
	Iteration 62Q: 3 clusters Score -1.823408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -18234082.000000 Penalty: 5979.758301
	Iteration 63Q: 3 clusters Score -1.823408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -18234080.000000 Penalty: 5979.758301
	Iteration 64Q: 3 clusters Score -1.823408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -18234076.000000 Penalty: 5979.758301
	Iteration 65Q: 3 clusters Score -1.823408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -18234066.000000 Penalty: 5979.758301
	Iteration 66Q: 3 clusters Score -1.823407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -18234056.000000 Penalty: 5979.758301
	Iteration 67Q: 3 clusters Score -1.823406e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -18234064.000000 Penalty: 5979.758301
	Iteration 68Q: 3 clusters Score -1.823406e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -18234074.000000 Penalty: 5979.758301
	Iteration 69Q: 3 clusters Score -1.823407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -18234086.000000 Penalty: 5979.758301
	Iteration 70Q: 3 clusters Score -1.823409e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -18234080.000000 Penalty: 5979.758301
	Iteration 71Q: 3 clusters Score -1.823408e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -18234076.000000 Penalty: 5979.758301
	Iteration 72Q: 3 clusters Score -1.823408e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -18234072.000000 Penalty: 5979.758301
	Iteration 73Q: 3 clusters Score -1.823407e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -18234092.000000 Penalty: 5979.758301
	Iteration 74Q: 3 clusters Score -1.823409e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -18234088.000000 Penalty: 5979.758301
	Iteration 75Q: 3 clusters Score -1.823409e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -18234080.000000 Penalty: 5979.758301
	Iteration 76Q: 3 clusters Score -1.823408e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -18234064.000000 Penalty: 5979.758301
	Iteration 77Q: 3 clusters Score -1.823406e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -18234078.000000 Penalty: 5979.758301
	Iteration 78Q: 3 clusters Score -1.823408e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -18234100.000000 Penalty: 5979.758301
	Iteration 79Q: 3 clusters Score -1.82341e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -18234102.000000 Penalty: 5979.758301
	Iteration 80F: 3 clusters Score -1.82341e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -18234106.000000 Penalty: 5979.758301
	Iteration 81Q: 3 clusters Score -1.823411e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -18234122.000000 Penalty: 5979.758301
	Iteration 82Q: 3 clusters Score -1.823412e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -18234132.000000 Penalty: 5979.758301
	Iteration 83Q: 3 clusters Score -1.823413e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -18234172.000000 Penalty: 5979.758301
	Iteration 84Q: 3 clusters Score -1.823417e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -18234150.000000 Penalty: 5979.758301
	Iteration 85Q: 3 clusters Score -1.823415e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -18234172.000000 Penalty: 5979.758301
	Iteration 86Q: 3 clusters Score -1.823417e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -18234188.000000 Penalty: 5979.758301
	Iteration 87Q: 3 clusters Score -1.823419e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -18234212.000000 Penalty: 5979.758301
	Iteration 88Q: 3 clusters Score -1.823421e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -18234222.000000 Penalty: 5979.758301
	Iteration 89Q: 3 clusters Score -1.823422e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -18234226.000000 Penalty: 5979.758301
	Iteration 90Q: 3 clusters Score -1.823423e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -18234210.000000 Penalty: 5979.758301
	Iteration 91Q: 3 clusters Score -1.823421e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -18234222.000000 Penalty: 5979.758301
	Iteration 92Q: 3 clusters Score -1.823422e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -18234224.000000 Penalty: 5979.758301
	Iteration 93Q: 3 clusters Score -1.823422e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -18234248.000000 Penalty: 5979.758301
	Iteration 94Q: 3 clusters Score -1.823425e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -18234220.000000 Penalty: 5979.758301
	Iteration 95Q: 3 clusters Score -1.823422e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -18234250.000000 Penalty: 5979.758301
	Iteration 96Q: 3 clusters Score -1.823425e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -18234236.000000 Penalty: 5979.758301
	Iteration 97Q: 3 clusters Score -1.823424e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -18234302.000000 Penalty: 5979.758301
	Iteration 98Q: 3 clusters Score -1.82343e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -18234298.000000 Penalty: 5979.758301
	Iteration 99Q: 3 clusters Score -1.82343e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -18234352.000000 Penalty: 5979.758301
	Iteration 100F: 3 clusters Score -1.823435e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -18234408.000000 Penalty: 5979.758301
	Iteration 101Q: 3 clusters Score -1.823441e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97841 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -18234464.000000 Penalty: 5979.758301
	Iteration 102Q: 3 clusters Score -1.823446e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -18234490.000000 Penalty: 5979.758301
	Iteration 103Q: 3 clusters Score -1.823449e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -18234496.000000 Penalty: 5979.758301
	Iteration 104Q: 3 clusters Score -1.82345e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -18234528.000000 Penalty: 5979.758301
	Iteration 105Q: 3 clusters Score -1.823453e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99353 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -18234562.000000 Penalty: 5979.758301
	Iteration 106Q: 3 clusters Score -1.823456e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -18234636.000000 Penalty: 5979.758301
	Iteration 107Q: 3 clusters Score -1.823464e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -18234648.000000 Penalty: 5979.758301
	Iteration 108Q: 3 clusters Score -1.823465e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -18234680.000000 Penalty: 5979.758301
	Iteration 109Q: 3 clusters Score -1.823468e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -18234746.000000 Penalty: 5979.758301
	Iteration 110Q: 3 clusters Score -1.823475e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -18234762.000000 Penalty: 5979.758301
	Iteration 111Q: 3 clusters Score -1.823476e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -18234810.000000 Penalty: 5979.758301
	Iteration 112Q: 3 clusters Score -1.823481e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -18234790.000000 Penalty: 5979.758301
	Iteration 113Q: 3 clusters Score -1.823479e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -18234770.000000 Penalty: 5979.758301
	Iteration 114Q: 3 clusters Score -1.823477e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -18234798.000000 Penalty: 5979.758301
	Iteration 115Q: 3 clusters Score -1.82348e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -18234814.000000 Penalty: 5979.758301
	Iteration 116Q: 3 clusters Score -1.823481e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -18234840.000000 Penalty: 5979.758301
	Iteration 117Q: 3 clusters Score -1.823484e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -18234842.000000 Penalty: 5979.758301
	Iteration 118Q: 3 clusters Score -1.823484e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -18234878.000000 Penalty: 5979.758301
	Iteration 119Q: 3 clusters Score -1.823488e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -18234896.000000 Penalty: 5979.758301
	Iteration 120F: 3 clusters Score -1.82349e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -18234936.000000 Penalty: 5979.758301
	Iteration 121Q: 3 clusters Score -1.823494e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -18235016.000000 Penalty: 5979.758301
	Iteration 122Q: 3 clusters Score -1.823502e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -18235064.000000 Penalty: 5979.758301
	Iteration 123Q: 3 clusters Score -1.823506e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -18235126.000000 Penalty: 5979.758301
	Iteration 124Q: 3 clusters Score -1.823513e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -18235102.000000 Penalty: 5979.758301
	Iteration 125Q: 3 clusters Score -1.82351e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -18235164.000000 Penalty: 5979.758301
	Iteration 126Q: 3 clusters Score -1.823516e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -18235194.000000 Penalty: 5979.758301
	Iteration 127Q: 3 clusters Score -1.823519e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -18235212.000000 Penalty: 5979.758301
	Iteration 128Q: 3 clusters Score -1.823521e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -18235264.000000 Penalty: 5979.758301
	Iteration 129Q: 3 clusters Score -1.823526e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -18235254.000000 Penalty: 5979.758301
	Iteration 130Q: 3 clusters Score -1.823525e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -18235262.000000 Penalty: 5979.758301
	Iteration 131Q: 3 clusters Score -1.823526e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -18235266.000000 Penalty: 5979.758301
	Iteration 132Q: 3 clusters Score -1.823527e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -18235230.000000 Penalty: 5979.758301
	Iteration 133Q: 3 clusters Score -1.823523e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -18235266.000000 Penalty: 5979.758301
	Iteration 134Q: 3 clusters Score -1.823527e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -18235244.000000 Penalty: 5979.758301
	Iteration 135Q: 3 clusters Score -1.823524e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -18235266.000000 Penalty: 5979.758301
	Iteration 136Q: 3 clusters Score -1.823527e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -18235298.000000 Penalty: 5979.758301
	Iteration 137Q: 3 clusters Score -1.82353e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -18235322.000000 Penalty: 5979.758301
	Iteration 138Q: 3 clusters Score -1.823532e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111682 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -18235340.000000 Penalty: 5979.758301
	Iteration 139Q: 3 clusters Score -1.823534e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -18235334.000000 Penalty: 5979.758301
	Iteration 140F: 3 clusters Score -1.823533e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -18235368.000000 Penalty: 5979.758301
	Iteration 141Q: 3 clusters Score -1.823537e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -18235418.000000 Penalty: 5979.758301
	Iteration 142Q: 3 clusters Score -1.823542e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -18235376.000000 Penalty: 5979.758301
	Iteration 143Q: 3 clusters Score -1.823538e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -18235364.000000 Penalty: 5979.758301
	Iteration 144Q: 3 clusters Score -1.823536e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -18235400.000000 Penalty: 5979.758301
	Iteration 145Q: 3 clusters Score -1.82354e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -18235434.000000 Penalty: 5979.758301
	Iteration 146Q: 3 clusters Score -1.823543e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113685 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -18235420.000000 Penalty: 5979.758301
	Iteration 147Q: 3 clusters Score -1.823542e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -18235460.000000 Penalty: 5979.758301
	Iteration 148Q: 3 clusters Score -1.823546e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -18235458.000000 Penalty: 5979.758301
	Iteration 149Q: 3 clusters Score -1.823546e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -18235454.000000 Penalty: 5979.758301
	Iteration 150Q: 3 clusters Score -1.823545e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -18235480.000000 Penalty: 5979.758301
	Iteration 151Q: 3 clusters Score -1.823548e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -18235470.000000 Penalty: 5979.758301
	Iteration 152Q: 3 clusters Score -1.823547e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -18235464.000000 Penalty: 5979.758301
	Iteration 153Q: 3 clusters Score -1.823546e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -18235490.000000 Penalty: 5979.758301
	Iteration 154Q: 3 clusters Score -1.823549e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114785 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -18235492.000000 Penalty: 5979.758301
	Iteration 155Q: 3 clusters Score -1.823549e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -18235472.000000 Penalty: 5979.758301
	Iteration 156Q: 3 clusters Score -1.823547e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -18235448.000000 Penalty: 5979.758301
	Iteration 157Q: 3 clusters Score -1.823545e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -18235468.000000 Penalty: 5979.758301
	Iteration 158Q: 3 clusters Score -1.823547e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -18235420.000000 Penalty: 5979.758301
	Iteration 159Q: 3 clusters Score -1.823542e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -18235476.000000 Penalty: 5979.758301
	Iteration 160F: 3 clusters Score -1.823548e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115531 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -18235474.000000 Penalty: 5979.758301
	Iteration 161Q: 3 clusters Score -1.823547e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115669 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -18235430.000000 Penalty: 5979.758301
	Iteration 162Q: 3 clusters Score -1.823543e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -18235420.000000 Penalty: 5979.758301
	Iteration 163Q: 3 clusters Score -1.823542e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -18235434.000000 Penalty: 5979.758301
	Iteration 164Q: 3 clusters Score -1.823543e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -18235404.000000 Penalty: 5979.758301
	Iteration 165Q: 3 clusters Score -1.82354e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -18235430.000000 Penalty: 5979.758301
	Iteration 166Q: 3 clusters Score -1.823543e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -18235462.000000 Penalty: 5979.758301
	Iteration 167Q: 3 clusters Score -1.823546e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116592 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -18235414.000000 Penalty: 5979.758301
	Iteration 168Q: 3 clusters Score -1.823541e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -18235436.000000 Penalty: 5979.758301
	Iteration 169Q: 3 clusters Score -1.823544e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -18235468.000000 Penalty: 5979.758301
	Iteration 170Q: 3 clusters Score -1.823547e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -18235434.000000 Penalty: 5979.758301
	Iteration 171Q: 3 clusters Score -1.823543e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -18235458.000000 Penalty: 5979.758301
	Iteration 172Q: 3 clusters Score -1.823546e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -18235474.000000 Penalty: 5979.758301
	Iteration 173Q: 3 clusters Score -1.823547e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -18235476.000000 Penalty: 5979.758301
	Iteration 174Q: 3 clusters Score -1.823548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -18235482.000000 Penalty: 5979.758301
	Iteration 175Q: 3 clusters Score -1.823548e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117551 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -18235482.000000 Penalty: 5979.758301
	Iteration 176Q: 3 clusters Score -1.823548e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117641 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -18235478.000000 Penalty: 5979.758301
	Iteration 177Q: 3 clusters Score -1.823548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -18235484.000000 Penalty: 5979.758301
	Iteration 178Q: 3 clusters Score -1.823548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117839 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -18235490.000000 Penalty: 5979.758301
	Iteration 179Q: 3 clusters Score -1.823549e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -18235474.000000 Penalty: 5979.758301
	Iteration 180F: 3 clusters Score -1.823547e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -18235466.000000 Penalty: 5979.758301
	Iteration 181Q: 3 clusters Score -1.823547e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118158 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -18235486.000000 Penalty: 5979.758301
	Iteration 182Q: 3 clusters Score -1.823549e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118264 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -18235506.000000 Penalty: 5979.758301
	Iteration 183Q: 3 clusters Score -1.823551e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -18235478.000000 Penalty: 5979.758301
	Iteration 184Q: 3 clusters Score -1.823548e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118483 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -18235498.000000 Penalty: 5979.758301
	Iteration 185Q: 3 clusters Score -1.82355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -18235500.000000 Penalty: 5979.758301
	Iteration 186Q: 3 clusters Score -1.82355e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118714 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -18235498.000000 Penalty: 5979.758301
	Iteration 187Q: 3 clusters Score -1.82355e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -18235490.000000 Penalty: 5979.758301
	Iteration 188Q: 3 clusters Score -1.823549e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118974 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -18235462.000000 Penalty: 5979.758301
	Iteration 189Q: 3 clusters Score -1.823546e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -18235482.000000 Penalty: 5979.758301
	Iteration 190Q: 3 clusters Score -1.823548e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -18235484.000000 Penalty: 5979.758301
	Iteration 191Q: 3 clusters Score -1.823548e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119389 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -18235466.000000 Penalty: 5979.758301
	Iteration 192Q: 3 clusters Score -1.823547e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -18235490.000000 Penalty: 5979.758301
	Iteration 193Q: 3 clusters Score -1.823549e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -18235518.000000 Penalty: 5979.758301
	Iteration 194Q: 3 clusters Score -1.823552e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -18235538.000000 Penalty: 5979.758301
	Iteration 195Q: 3 clusters Score -1.823554e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119866 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -18235554.000000 Penalty: 5979.758301
	Iteration 196Q: 3 clusters Score -1.823555e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -18235546.000000 Penalty: 5979.758301
	Iteration 197Q: 3 clusters Score -1.823555e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120070 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -18235526.000000 Penalty: 5979.758301
	Iteration 198Q: 3 clusters Score -1.823553e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -18235554.000000 Penalty: 5979.758301
	Iteration 199Q: 3 clusters Score -1.823555e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120254 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -18235544.000000 Penalty: 5979.758301
	Iteration 200F: 3 clusters Score -1.823554e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -18235522.000000 Penalty: 5979.758301
	Iteration 201Q: 3 clusters Score -1.823552e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -18235546.000000 Penalty: 5979.758301
	Iteration 202Q: 3 clusters Score -1.823555e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -18235558.000000 Penalty: 5979.758301
	Iteration 203Q: 3 clusters Score -1.823556e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -18235562.000000 Penalty: 5979.758301
	Iteration 204Q: 3 clusters Score -1.823556e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -18235570.000000 Penalty: 5979.758301
	Iteration 205Q: 3 clusters Score -1.823557e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -18235568.000000 Penalty: 5979.758301
	Iteration 206Q: 3 clusters Score -1.823557e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -18235554.000000 Penalty: 5979.758301
	Iteration 207Q: 3 clusters Score -1.823555e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -18235544.000000 Penalty: 5979.758301
	Iteration 208Q: 3 clusters Score -1.823554e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -18235594.000000 Penalty: 5979.758301
	Iteration 209Q: 3 clusters Score -1.823559e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -18235570.000000 Penalty: 5979.758301
	Iteration 210Q: 3 clusters Score -1.823557e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121124 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -18235586.000000 Penalty: 5979.758301
	Iteration 211Q: 3 clusters Score -1.823559e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -18235578.000000 Penalty: 5979.758301
	Iteration 212Q: 3 clusters Score -1.823558e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121271 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -18235592.000000 Penalty: 5979.758301
	Iteration 213Q: 3 clusters Score -1.823559e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121362 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -18235604.000000 Penalty: 5979.758301
	Iteration 214Q: 3 clusters Score -1.82356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -18235606.000000 Penalty: 5979.758301
	Iteration 215Q: 3 clusters Score -1.823561e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -18235584.000000 Penalty: 5979.758301
	Iteration 216Q: 3 clusters Score -1.823558e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -18235606.000000 Penalty: 5979.758301
	Iteration 217Q: 3 clusters Score -1.823561e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -18235598.000000 Penalty: 5979.758301
	Iteration 218Q: 3 clusters Score -1.82356e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -18235608.000000 Penalty: 5979.758301
	Iteration 219Q: 3 clusters Score -1.823561e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121869 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -18235590.000000 Penalty: 5979.758301
	Iteration 220F: 3 clusters Score -1.823559e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -18235606.000000 Penalty: 5979.758301
	Iteration 221Q: 3 clusters Score -1.823561e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122032 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -18235598.000000 Penalty: 5979.758301
	Iteration 222Q: 3 clusters Score -1.82356e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -18235592.000000 Penalty: 5979.758301
	Iteration 223Q: 3 clusters Score -1.823559e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -18235596.000000 Penalty: 5979.758301
	Iteration 224Q: 3 clusters Score -1.82356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122243 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -18235610.000000 Penalty: 5979.758301
	Iteration 225Q: 3 clusters Score -1.823561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -18235616.000000 Penalty: 5979.758301
	Iteration 226Q: 3 clusters Score -1.823562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -18235612.000000 Penalty: 5979.758301
	Iteration 227Q: 3 clusters Score -1.823561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -18235630.000000 Penalty: 5979.758301
	Iteration 228Q: 3 clusters Score -1.823563e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -18235622.000000 Penalty: 5979.758301
	Iteration 229Q: 3 clusters Score -1.823562e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -18235640.000000 Penalty: 5979.758301
	Iteration 230Q: 3 clusters Score -1.823564e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122542 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -18235640.000000 Penalty: 5979.758301
	Iteration 231Q: 3 clusters Score -1.823564e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 232Q: 3 clusters Score -1.823566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -18235656.000000 Penalty: 5979.758301
	Iteration 233Q: 3 clusters Score -1.823566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -18235650.000000 Penalty: 5979.758301
	Iteration 234Q: 3 clusters Score -1.823565e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122715 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -18235648.000000 Penalty: 5979.758301
	Iteration 235Q: 3 clusters Score -1.823565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -18235642.000000 Penalty: 5979.758301
	Iteration 236Q: 3 clusters Score -1.823564e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122799 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -18235656.000000 Penalty: 5979.758301
	Iteration 237Q: 3 clusters Score -1.823566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -18235664.000000 Penalty: 5979.758301
	Iteration 238Q: 3 clusters Score -1.823566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 239Q: 3 clusters Score -1.823566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -18235652.000000 Penalty: 5979.758301
	Iteration 240F: 3 clusters Score -1.823565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -18235644.000000 Penalty: 5979.758301
	Iteration 241Q: 3 clusters Score -1.823564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -18235652.000000 Penalty: 5979.758301
	Iteration 242Q: 3 clusters Score -1.823565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -18235654.000000 Penalty: 5979.758301
	Iteration 243Q: 3 clusters Score -1.823565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -18235642.000000 Penalty: 5979.758301
	Iteration 244Q: 3 clusters Score -1.823564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -18235648.000000 Penalty: 5979.758301
	Iteration 245Q: 3 clusters Score -1.823565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -18235646.000000 Penalty: 5979.758301
	Iteration 246Q: 3 clusters Score -1.823565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -18235666.000000 Penalty: 5979.758301
	Iteration 247Q: 3 clusters Score -1.823567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -18235660.000000 Penalty: 5979.758301
	Iteration 248Q: 3 clusters Score -1.823566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123143 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -18235652.000000 Penalty: 5979.758301
	Iteration 249Q: 3 clusters Score -1.823565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -18235660.000000 Penalty: 5979.758301
	Iteration 250Q: 3 clusters Score -1.823566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -18235668.000000 Penalty: 5979.758301
	Iteration 251Q: 3 clusters Score -1.823567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -18235682.000000 Penalty: 5979.758301
	Iteration 252Q: 3 clusters Score -1.823568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 253Q: 3 clusters Score -1.823566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -18235672.000000 Penalty: 5979.758301
	Iteration 254Q: 3 clusters Score -1.823567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -18235652.000000 Penalty: 5979.758301
	Iteration 255Q: 3 clusters Score -1.823565e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -18235658.000000 Penalty: 5979.758301
	Iteration 256Q: 3 clusters Score -1.823566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -18235656.000000 Penalty: 5979.758301
	Iteration 257Q: 3 clusters Score -1.823566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123408 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -18235664.000000 Penalty: 5979.758301
	Iteration 258Q: 3 clusters Score -1.823566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 259Q: 3 clusters Score -1.823566e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -18235672.000000 Penalty: 5979.758301
	Iteration 260F: 3 clusters Score -1.823567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123531 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -18235672.000000 Penalty: 5979.758301
	Iteration 261Q: 3 clusters Score -1.823567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -18235706.000000 Penalty: 5979.758301
	Iteration 262Q: 3 clusters Score -1.823571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -18235714.000000 Penalty: 5979.758301
	Iteration 263Q: 3 clusters Score -1.823571e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123691 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -18235672.000000 Penalty: 5979.758301
	Iteration 264Q: 3 clusters Score -1.823567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123740 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -18235674.000000 Penalty: 5979.758301
	Iteration 265Q: 3 clusters Score -1.823567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -18235686.000000 Penalty: 5979.758301
	Iteration 266Q: 3 clusters Score -1.823569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -18235678.000000 Penalty: 5979.758301
	Iteration 267Q: 3 clusters Score -1.823568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -18235666.000000 Penalty: 5979.758301
	Iteration 268Q: 3 clusters Score -1.823567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123938 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -18235690.000000 Penalty: 5979.758301
	Iteration 269Q: 3 clusters Score -1.823569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -18235690.000000 Penalty: 5979.758301
	Iteration 270Q: 3 clusters Score -1.823569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -18235696.000000 Penalty: 5979.758301
	Iteration 271Q: 3 clusters Score -1.82357e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124093 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -18235660.000000 Penalty: 5979.758301
	Iteration 272Q: 3 clusters Score -1.823566e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 273Q: 3 clusters Score -1.823566e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -18235626.000000 Penalty: 5979.758301
	Iteration 274Q: 3 clusters Score -1.823563e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124290 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -18235660.000000 Penalty: 5979.758301
	Iteration 275Q: 3 clusters Score -1.823566e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 276Q: 3 clusters Score -1.823566e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124412 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -18235672.000000 Penalty: 5979.758301
	Iteration 277Q: 3 clusters Score -1.823567e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124464 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -18235662.000000 Penalty: 5979.758301
	Iteration 278Q: 3 clusters Score -1.823566e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -18235668.000000 Penalty: 5979.758301
	Iteration 279Q: 3 clusters Score -1.823567e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -18235688.000000 Penalty: 5979.758301
	Iteration 280F: 3 clusters Score -1.823569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124638 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -18235706.000000 Penalty: 5979.758301
	Iteration 281Q: 3 clusters Score -1.823571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -18235698.000000 Penalty: 5979.758301
	Iteration 282Q: 3 clusters Score -1.82357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124753 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -18235682.000000 Penalty: 5979.758301
	Iteration 283Q: 3 clusters Score -1.823568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124795 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -18235692.000000 Penalty: 5979.758301
	Iteration 284Q: 3 clusters Score -1.823569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -18235664.000000 Penalty: 5979.758301
	Iteration 285Q: 3 clusters Score -1.823566e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124883 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -18235658.000000 Penalty: 5979.758301
	Iteration 286Q: 3 clusters Score -1.823566e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -18235654.000000 Penalty: 5979.758301
	Iteration 287Q: 3 clusters Score -1.823565e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -18235680.000000 Penalty: 5979.758301
	Iteration 288Q: 3 clusters Score -1.823568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -18235696.000000 Penalty: 5979.758301
	Iteration 289Q: 3 clusters Score -1.82357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -18235710.000000 Penalty: 5979.758301
	Iteration 290Q: 3 clusters Score -1.823571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -18235708.000000 Penalty: 5979.758301
	Iteration 291Q: 3 clusters Score -1.823571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -18235712.000000 Penalty: 5979.758301
	Iteration 292Q: 3 clusters Score -1.823571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -18235710.000000 Penalty: 5979.758301
	Iteration 293Q: 3 clusters Score -1.823571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125226 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -18235706.000000 Penalty: 5979.758301
	Iteration 294Q: 3 clusters Score -1.823571e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125273 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -18235692.000000 Penalty: 5979.758301
	Iteration 295Q: 3 clusters Score -1.823569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -18235690.000000 Penalty: 5979.758301
	Iteration 296Q: 3 clusters Score -1.823569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -18235716.000000 Penalty: 5979.758301
	Iteration 297Q: 3 clusters Score -1.823572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -18235718.000000 Penalty: 5979.758301
	Iteration 298Q: 3 clusters Score -1.823572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -18235736.000000 Penalty: 5979.758301
	Iteration 299Q: 3 clusters Score -1.823574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -18235710.000000 Penalty: 5979.758301
	Iteration 300F: 3 clusters Score -1.823571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -18235724.000000 Penalty: 5979.758301
	Iteration 301Q: 3 clusters Score -1.823572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125559 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -18235718.000000 Penalty: 5979.758301
	Iteration 302Q: 3 clusters Score -1.823572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125599 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -18235704.000000 Penalty: 5979.758301
	Iteration 303Q: 3 clusters Score -1.82357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125635 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -18235702.000000 Penalty: 5979.758301
	Iteration 304Q: 3 clusters Score -1.82357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -18235724.000000 Penalty: 5979.758301
	Iteration 305Q: 3 clusters Score -1.823572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -18235710.000000 Penalty: 5979.758301
	Iteration 306Q: 3 clusters Score -1.823571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125725 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -18235712.000000 Penalty: 5979.758301
	Iteration 307Q: 3 clusters Score -1.823571e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -18235732.000000 Penalty: 5979.758301
	Iteration 308Q: 3 clusters Score -1.823573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125781 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -18235736.000000 Penalty: 5979.758301
	Iteration 309Q: 3 clusters Score -1.823574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -18235728.000000 Penalty: 5979.758301
	Iteration 310Q: 3 clusters Score -1.823573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -18235732.000000 Penalty: 5979.758301
	Iteration 311Q: 3 clusters Score -1.823573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -18235720.000000 Penalty: 5979.758301
	Iteration 312Q: 3 clusters Score -1.823572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -18235740.000000 Penalty: 5979.758301
	Iteration 313Q: 3 clusters Score -1.823574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -18235734.000000 Penalty: 5979.758301
	Iteration 314Q: 3 clusters Score -1.823573e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -18235728.000000 Penalty: 5979.758301
	Iteration 315Q: 3 clusters Score -1.823573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125963 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 316Q: 3 clusters Score -1.823574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125993 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -18235748.000000 Penalty: 5979.758301
	Iteration 317Q: 3 clusters Score -1.823575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -18235738.000000 Penalty: 5979.758301
	Iteration 318Q: 3 clusters Score -1.823574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 319Q: 3 clusters Score -1.823576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -18235752.000000 Penalty: 5979.758301
	Iteration 320F: 3 clusters Score -1.823575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126131 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 321Q: 3 clusters Score -1.823574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -18235760.000000 Penalty: 5979.758301
	Iteration 322Q: 3 clusters Score -1.823576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -18235740.000000 Penalty: 5979.758301
	Iteration 323Q: 3 clusters Score -1.823574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 324Q: 3 clusters Score -1.823575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -18235746.000000 Penalty: 5979.758301
	Iteration 325Q: 3 clusters Score -1.823575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -18235756.000000 Penalty: 5979.758301
	Iteration 326Q: 3 clusters Score -1.823576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126314 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -18235774.000000 Penalty: 5979.758301
	Iteration 327Q: 3 clusters Score -1.823577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -18235756.000000 Penalty: 5979.758301
	Iteration 328Q: 3 clusters Score -1.823576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126365 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 329Q: 3 clusters Score -1.823576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126385 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -18235754.000000 Penalty: 5979.758301
	Iteration 330Q: 3 clusters Score -1.823575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -18235754.000000 Penalty: 5979.758301
	Iteration 331Q: 3 clusters Score -1.823575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126404 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 332Q: 3 clusters Score -1.823575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126418 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -18235758.000000 Penalty: 5979.758301
	Iteration 333Q: 3 clusters Score -1.823576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 334Q: 3 clusters Score -1.823574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -18235746.000000 Penalty: 5979.758301
	Iteration 335Q: 3 clusters Score -1.823575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 336Q: 3 clusters Score -1.823576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -18235764.000000 Penalty: 5979.758301
	Iteration 337Q: 3 clusters Score -1.823576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -18235774.000000 Penalty: 5979.758301
	Iteration 338Q: 3 clusters Score -1.823577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -18235758.000000 Penalty: 5979.758301
	Iteration 339Q: 3 clusters Score -1.823576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -18235760.000000 Penalty: 5979.758301
	Iteration 340F: 3 clusters Score -1.823576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -18235768.000000 Penalty: 5979.758301
	Iteration 341Q: 3 clusters Score -1.823577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126508 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -18235764.000000 Penalty: 5979.758301
	Iteration 342Q: 3 clusters Score -1.823576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -18235758.000000 Penalty: 5979.758301
	Iteration 343Q: 3 clusters Score -1.823576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -18235766.000000 Penalty: 5979.758301
	Iteration 344Q: 3 clusters Score -1.823577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -18235760.000000 Penalty: 5979.758301
	Iteration 345Q: 3 clusters Score -1.823576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -18235756.000000 Penalty: 5979.758301
	Iteration 346Q: 3 clusters Score -1.823576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126550 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 347Q: 3 clusters Score -1.823576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126566 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -18235770.000000 Penalty: 5979.758301
	Iteration 348Q: 3 clusters Score -1.823577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -18235764.000000 Penalty: 5979.758301
	Iteration 349Q: 3 clusters Score -1.823576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -18235776.000000 Penalty: 5979.758301
	Iteration 350Q: 3 clusters Score -1.823578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -18235768.000000 Penalty: 5979.758301
	Iteration 351Q: 3 clusters Score -1.823577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -18235754.000000 Penalty: 5979.758301
	Iteration 352Q: 3 clusters Score -1.823575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -18235752.000000 Penalty: 5979.758301
	Iteration 353Q: 3 clusters Score -1.823575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126685 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -18235754.000000 Penalty: 5979.758301
	Iteration 354Q: 3 clusters Score -1.823575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -18235740.000000 Penalty: 5979.758301
	Iteration 355Q: 3 clusters Score -1.823574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -18235736.000000 Penalty: 5979.758301
	Iteration 356Q: 3 clusters Score -1.823574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -18235724.000000 Penalty: 5979.758301
	Iteration 357Q: 3 clusters Score -1.823572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -18235714.000000 Penalty: 5979.758301
	Iteration 358Q: 3 clusters Score -1.823571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -18235736.000000 Penalty: 5979.758301
	Iteration 359Q: 3 clusters Score -1.823574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -18235728.000000 Penalty: 5979.758301
	Iteration 360F: 3 clusters Score -1.823573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -18235746.000000 Penalty: 5979.758301
	Iteration 361Q: 3 clusters Score -1.823575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -18235736.000000 Penalty: 5979.758301
	Iteration 362Q: 3 clusters Score -1.823574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -18235734.000000 Penalty: 5979.758301
	Iteration 363Q: 3 clusters Score -1.823573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126829 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -18235734.000000 Penalty: 5979.758301
	Iteration 364Q: 3 clusters Score -1.823573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -18235714.000000 Penalty: 5979.758301
	Iteration 365Q: 3 clusters Score -1.823571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -18235716.000000 Penalty: 5979.758301
	Iteration 366Q: 3 clusters Score -1.823572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -18235712.000000 Penalty: 5979.758301
	Iteration 367Q: 3 clusters Score -1.823571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -18235712.000000 Penalty: 5979.758301
	Iteration 368Q: 3 clusters Score -1.823571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -18235702.000000 Penalty: 5979.758301
	Iteration 369Q: 3 clusters Score -1.82357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126966 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -18235724.000000 Penalty: 5979.758301
	Iteration 370Q: 3 clusters Score -1.823572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -18235714.000000 Penalty: 5979.758301
	Iteration 371Q: 3 clusters Score -1.823571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -18235706.000000 Penalty: 5979.758301
	Iteration 372Q: 3 clusters Score -1.823571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127034 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -18235712.000000 Penalty: 5979.758301
	Iteration 373Q: 3 clusters Score -1.823571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -18235698.000000 Penalty: 5979.758301
	Iteration 374Q: 3 clusters Score -1.82357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -18235684.000000 Penalty: 5979.758301
	Iteration 375Q: 3 clusters Score -1.823568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -18235708.000000 Penalty: 5979.758301
	Iteration 376Q: 3 clusters Score -1.823571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -18235718.000000 Penalty: 5979.758301
	Iteration 377Q: 3 clusters Score -1.823572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -18235720.000000 Penalty: 5979.758301
	Iteration 378Q: 3 clusters Score -1.823572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 379Q: 3 clusters Score -1.823575e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -18235740.000000 Penalty: 5979.758301
	Iteration 380F: 3 clusters Score -1.823574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127265 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -18235734.000000 Penalty: 5979.758301
	Iteration 381Q: 3 clusters Score -1.823573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127293 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -18235702.000000 Penalty: 5979.758301
	Iteration 382Q: 3 clusters Score -1.82357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -18235708.000000 Penalty: 5979.758301
	Iteration 383Q: 3 clusters Score -1.823571e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -18235724.000000 Penalty: 5979.758301
	Iteration 384Q: 3 clusters Score -1.823572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -18235716.000000 Penalty: 5979.758301
	Iteration 385Q: 3 clusters Score -1.823572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -18235726.000000 Penalty: 5979.758301
	Iteration 386Q: 3 clusters Score -1.823573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127406 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -18235722.000000 Penalty: 5979.758301
	Iteration 387Q: 3 clusters Score -1.823572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -18235718.000000 Penalty: 5979.758301
	Iteration 388Q: 3 clusters Score -1.823572e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -18235726.000000 Penalty: 5979.758301
	Iteration 389Q: 3 clusters Score -1.823573e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -18235738.000000 Penalty: 5979.758301
	Iteration 390Q: 3 clusters Score -1.823574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -18235734.000000 Penalty: 5979.758301
	Iteration 391Q: 3 clusters Score -1.823573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 392Q: 3 clusters Score -1.823574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -18235746.000000 Penalty: 5979.758301
	Iteration 393Q: 3 clusters Score -1.823575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127655 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -18235748.000000 Penalty: 5979.758301
	Iteration 394Q: 3 clusters Score -1.823575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -18235732.000000 Penalty: 5979.758301
	Iteration 395Q: 3 clusters Score -1.823573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -18235736.000000 Penalty: 5979.758301
	Iteration 396Q: 3 clusters Score -1.823574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 397Q: 3 clusters Score -1.823576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127793 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 398Q: 3 clusters Score -1.823576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -18235744.000000 Penalty: 5979.758301
	Iteration 399Q: 3 clusters Score -1.823574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127847 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -18235748.000000 Penalty: 5979.758301
	Iteration 400F: 3 clusters Score -1.823575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -18235720.000000 Penalty: 5979.758301
	Iteration 401Q: 3 clusters Score -1.823572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -18235762.000000 Penalty: 5979.758301
	Iteration 402Q: 3 clusters Score -1.823576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -18235770.000000 Penalty: 5979.758301
	Iteration 403Q: 3 clusters Score -1.823577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -18235764.000000 Penalty: 5979.758301
	Iteration 404Q: 3 clusters Score -1.823576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127974 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -18235766.000000 Penalty: 5979.758301
	Iteration 405Q: 3 clusters Score -1.823577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -18235758.000000 Penalty: 5979.758301
	Iteration 406Q: 3 clusters Score -1.823576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 407Q: 3 clusters Score -1.823574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -18235722.000000 Penalty: 5979.758301
	Iteration 408Q: 3 clusters Score -1.823572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128100 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 409Q: 3 clusters Score -1.823575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 410Q: 3 clusters Score -1.823575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -18235744.000000 Penalty: 5979.758301
	Iteration 411Q: 3 clusters Score -1.823574e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 412Q: 3 clusters Score -1.823574e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128272 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -18235760.000000 Penalty: 5979.758301
	Iteration 413Q: 3 clusters Score -1.823576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 414Q: 3 clusters Score -1.823575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128364 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -18235764.000000 Penalty: 5979.758301
	Iteration 415Q: 3 clusters Score -1.823576e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -18235742.000000 Penalty: 5979.758301
	Iteration 416Q: 3 clusters Score -1.823574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -18235750.000000 Penalty: 5979.758301
	Iteration 417Q: 3 clusters Score -1.823575e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -18235764.000000 Penalty: 5979.758301
	Iteration 418Q: 3 clusters Score -1.823576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -18235790.000000 Penalty: 5979.758301
	Iteration 419Q: 3 clusters Score -1.823579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128598 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -18235786.000000 Penalty: 5979.758301
	Iteration 420F: 3 clusters Score -1.823579e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128657 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -18235810.000000 Penalty: 5979.758301
	Iteration 421Q: 3 clusters Score -1.823581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128704 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -18235816.000000 Penalty: 5979.758301
	Iteration 422Q: 3 clusters Score -1.823582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128750 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -18235826.000000 Penalty: 5979.758301
	Iteration 423Q: 3 clusters Score -1.823583e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -18235806.000000 Penalty: 5979.758301
	Iteration 424Q: 3 clusters Score -1.823581e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128851 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -18235802.000000 Penalty: 5979.758301
	Iteration 425Q: 3 clusters Score -1.82358e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -18235816.000000 Penalty: 5979.758301
	Iteration 426Q: 3 clusters Score -1.823582e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -18235816.000000 Penalty: 5979.758301
	Iteration 427Q: 3 clusters Score -1.823582e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129017 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -18235804.000000 Penalty: 5979.758301
	Iteration 428Q: 3 clusters Score -1.82358e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -18235810.000000 Penalty: 5979.758301
	Iteration 429Q: 3 clusters Score -1.823581e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -18235816.000000 Penalty: 5979.758301
	Iteration 430Q: 3 clusters Score -1.823582e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -18235854.000000 Penalty: 5979.758301
	Iteration 431Q: 3 clusters Score -1.823585e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -18235848.000000 Penalty: 5979.758301
	Iteration 432Q: 3 clusters Score -1.823585e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -18235860.000000 Penalty: 5979.758301
	Iteration 433Q: 3 clusters Score -1.823586e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129403 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -18235862.000000 Penalty: 5979.758301
	Iteration 434Q: 3 clusters Score -1.823586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -18235858.000000 Penalty: 5979.758301
	Iteration 435Q: 3 clusters Score -1.823586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129485 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -18235850.000000 Penalty: 5979.758301
	Iteration 436Q: 3 clusters Score -1.823585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129517 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -18235856.000000 Penalty: 5979.758301
	Iteration 437Q: 3 clusters Score -1.823586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -18235852.000000 Penalty: 5979.758301
	Iteration 438Q: 3 clusters Score -1.823585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129575 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -18235852.000000 Penalty: 5979.758301
	Iteration 439Q: 3 clusters Score -1.823585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -18235854.000000 Penalty: 5979.758301
	Iteration 440F: 3 clusters Score -1.823585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129641 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -18235866.000000 Penalty: 5979.758301
	Iteration 441Q: 3 clusters Score -1.823587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129671 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -18235898.000000 Penalty: 5979.758301
	Iteration 442Q: 3 clusters Score -1.82359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -18235860.000000 Penalty: 5979.758301
	Iteration 443Q: 3 clusters Score -1.823586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129738 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -18235864.000000 Penalty: 5979.758301
	Iteration 444Q: 3 clusters Score -1.823586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -18235878.000000 Penalty: 5979.758301
	Iteration 445Q: 3 clusters Score -1.823588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -18235872.000000 Penalty: 5979.758301
	Iteration 446Q: 3 clusters Score -1.823587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -18235862.000000 Penalty: 5979.758301
	Iteration 447Q: 3 clusters Score -1.823586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129866 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -18235846.000000 Penalty: 5979.758301
	Iteration 448Q: 3 clusters Score -1.823585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -18235834.000000 Penalty: 5979.758301
	Iteration 449Q: 3 clusters Score -1.823583e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -18235812.000000 Penalty: 5979.758301
	Iteration 450Q: 3 clusters Score -1.823581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -18235814.000000 Penalty: 5979.758301
	Iteration 451Q: 3 clusters Score -1.823581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -18235824.000000 Penalty: 5979.758301
	Iteration 452Q: 3 clusters Score -1.823582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -18235830.000000 Penalty: 5979.758301
	Iteration 453Q: 3 clusters Score -1.823583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -18235816.000000 Penalty: 5979.758301
	Iteration 454Q: 3 clusters Score -1.823582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -18235830.000000 Penalty: 5979.758301
	Iteration 455Q: 3 clusters Score -1.823583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130049 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -18235834.000000 Penalty: 5979.758301
	Iteration 456Q: 3 clusters Score -1.823583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -18235838.000000 Penalty: 5979.758301
	Iteration 457Q: 3 clusters Score -1.823584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -18235840.000000 Penalty: 5979.758301
	Iteration 458Q: 3 clusters Score -1.823584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -18235828.000000 Penalty: 5979.758301
	Iteration 459Q: 3 clusters Score -1.823583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -18235814.000000 Penalty: 5979.758301
	Iteration 460F: 3 clusters Score -1.823581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130163 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -18235818.000000 Penalty: 5979.758301
	Iteration 461Q: 3 clusters Score -1.823582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130177 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -18235820.000000 Penalty: 5979.758301
	Iteration 462Q: 3 clusters Score -1.823582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130197 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -18235812.000000 Penalty: 5979.758301
	Iteration 463Q: 3 clusters Score -1.823581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -18235818.000000 Penalty: 5979.758301
	Iteration 464Q: 3 clusters Score -1.823582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -18235812.000000 Penalty: 5979.758301
	Iteration 465Q: 3 clusters Score -1.823581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -18235808.000000 Penalty: 5979.758301
	Iteration 466Q: 3 clusters Score -1.823581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -18235822.000000 Penalty: 5979.758301
	Iteration 467Q: 3 clusters Score -1.823582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130263 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -18235824.000000 Penalty: 5979.758301
	Iteration 468Q: 3 clusters Score -1.823582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130270 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -18235834.000000 Penalty: 5979.758301
	Iteration 469Q: 3 clusters Score -1.823583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -18235818.000000 Penalty: 5979.758301
	Iteration 470Q: 3 clusters Score -1.823582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -18235814.000000 Penalty: 5979.758301
	Iteration 471Q: 3 clusters Score -1.823581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -18235798.000000 Penalty: 5979.758301
	Iteration 472Q: 3 clusters Score -1.82358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130329 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -18235802.000000 Penalty: 5979.758301
	Iteration 473Q: 3 clusters Score -1.82358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130353 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -18235828.000000 Penalty: 5979.758301
	Iteration 474Q: 3 clusters Score -1.823583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130371 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -18235834.000000 Penalty: 5979.758301
	Iteration 475Q: 3 clusters Score -1.823583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -18235840.000000 Penalty: 5979.758301
	Iteration 476Q: 3 clusters Score -1.823584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -18235830.000000 Penalty: 5979.758301
	Iteration 477Q: 3 clusters Score -1.823583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -18235828.000000 Penalty: 5979.758301
	Iteration 478Q: 3 clusters Score -1.823583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130430 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -18235844.000000 Penalty: 5979.758301
	Iteration 479Q: 3 clusters Score -1.823584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -18235844.000000 Penalty: 5979.758301
	Iteration 480F: 3 clusters Score -1.823584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130461 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -18235848.000000 Penalty: 5979.758301
	Iteration 481Q: 3 clusters Score -1.823585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -18235842.000000 Penalty: 5979.758301
	Iteration 482Q: 3 clusters Score -1.823584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -18235844.000000 Penalty: 5979.758301
	Iteration 483Q: 3 clusters Score -1.823584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -18235856.000000 Penalty: 5979.758301
	Iteration 484Q: 3 clusters Score -1.823586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130545 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -18235842.000000 Penalty: 5979.758301
	Iteration 485Q: 3 clusters Score -1.823584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130573 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -18235850.000000 Penalty: 5979.758301
	Iteration 486Q: 3 clusters Score -1.823585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130592 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -18235848.000000 Penalty: 5979.758301
	Iteration 487Q: 3 clusters Score -1.823585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -18235852.000000 Penalty: 5979.758301
	Iteration 488Q: 3 clusters Score -1.823585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -18235824.000000 Penalty: 5979.758301
	Iteration 489Q: 3 clusters Score -1.823582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130664 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -18235806.000000 Penalty: 5979.758301
	Iteration 490Q: 3 clusters Score -1.823581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130679 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -18235796.000000 Penalty: 5979.758301
	Iteration 491Q: 3 clusters Score -1.82358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130701 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -18235804.000000 Penalty: 5979.758301
	Iteration 492Q: 3 clusters Score -1.82358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -18235802.000000 Penalty: 5979.758301
	Iteration 493Q: 3 clusters Score -1.82358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -18235790.000000 Penalty: 5979.758301
	Iteration 494Q: 3 clusters Score -1.823579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -18235800.000000 Penalty: 5979.758301
	Iteration 495Q: 3 clusters Score -1.82358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -18235788.000000 Penalty: 5979.758301
	Iteration 496Q: 3 clusters Score -1.823579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130822 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -18235788.000000 Penalty: 5979.758301
	Iteration 497Q: 3 clusters Score -1.823579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130851 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -18235778.000000 Penalty: 5979.758301
	Iteration 498Q: 3 clusters Score -1.823578e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -18235816.000000 Penalty: 5979.758301
	Iteration 499Q: 3 clusters Score -1.823582e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -18235824.000000 Penalty: 5979.758301
	Iteration 500F: 3 clusters Score -1.823582e+07 nChanged 56
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 30 (8655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Entering Unmasked Estep 
Score: -925874.375000 Penalty: 2248.341309
	Iteration 0F: 2 clusters Score -925874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -918972.375000 Penalty: 4496.682617
	Iteration 0F: 3 clusters Score -918972.4 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -920997.375000 Penalty: 4496.682617
	Iteration 1F: 3 clusters Score -920997.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -921376.625000 Penalty: 4496.682617
	Iteration 2F: 3 clusters Score -921376.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -921681.625000 Penalty: 4496.682617
	Iteration 3F: 3 clusters Score -921681.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -921993.125000 Penalty: 4496.682617
	Iteration 4F: 3 clusters Score -921993.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -922378.875000 Penalty: 4496.682617
	Iteration 5F: 3 clusters Score -922378.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -922822.687500 Penalty: 4496.682617
	Iteration 6F: 3 clusters Score -922822.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -923295.250000 Penalty: 4496.682617
	Iteration 7F: 3 clusters Score -923295.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -923678.750000 Penalty: 4496.682617
	Iteration 8F: 3 clusters Score -923678.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -923942.312500 Penalty: 4496.682617
	Iteration 9Q: 3 clusters Score -923942.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -924109.500000 Penalty: 4496.682617
	Iteration 10Q: 3 clusters Score -924109.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -924229.687500 Penalty: 4496.682617
	Iteration 11Q: 3 clusters Score -924229.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -924312.687500 Penalty: 4496.682617
	Iteration 12Q: 3 clusters Score -924312.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -924374.375000 Penalty: 4496.682617
	Iteration 13Q: 3 clusters Score -924374.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -924423.437500 Penalty: 4496.682617
	Iteration 14Q: 3 clusters Score -924423.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -924453.562500 Penalty: 4496.682617
	Iteration 15Q: 3 clusters Score -924453.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -924469.437500 Penalty: 4496.682617
	Iteration 16Q: 3 clusters Score -924469.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -924487.750000 Penalty: 4496.682617
	Iteration 17Q: 3 clusters Score -924487.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -924505.062500 Penalty: 4496.682617
	Iteration 18Q: 3 clusters Score -924505.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -924515.437500 Penalty: 4496.682617
	Iteration 19Q: 3 clusters Score -924515.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -924526.812500 Penalty: 4496.682617
	Iteration 20F: 3 clusters Score -924526.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -924535.562500 Penalty: 4496.682617
	Iteration 21Q: 3 clusters Score -924535.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -924546.687500 Penalty: 4496.682617
	Iteration 22Q: 3 clusters Score -924546.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -924560.000000 Penalty: 4496.682617
	Iteration 23Q: 3 clusters Score -924560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -924571.250000 Penalty: 4496.682617
	Iteration 24Q: 3 clusters Score -924571.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -924583.562500 Penalty: 4496.682617
	Iteration 25Q: 3 clusters Score -924583.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -924596.125000 Penalty: 4496.682617
	Iteration 26Q: 3 clusters Score -924596.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -924607.937500 Penalty: 4496.682617
	Iteration 27Q: 3 clusters Score -924607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -924615.375000 Penalty: 4496.682617
	Iteration 28Q: 3 clusters Score -924615.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -924627.625000 Penalty: 4496.682617
	Iteration 29Q: 3 clusters Score -924627.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -924641.875000 Penalty: 4496.682617
	Iteration 30Q: 3 clusters Score -924641.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -924653.125000 Penalty: 4496.682617
	Iteration 31Q: 3 clusters Score -924653.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -924660.500000 Penalty: 4496.682617
	Iteration 32Q: 3 clusters Score -924660.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -924664.625000 Penalty: 4496.682617
	Iteration 33Q: 3 clusters Score -924664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -924668.250000 Penalty: 4496.682617
	Iteration 34Q: 3 clusters Score -924668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -924674.312500 Penalty: 4496.682617
	Iteration 35Q: 3 clusters Score -924674.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -924678.500000 Penalty: 4496.682617
	Iteration 36Q: 3 clusters Score -924678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -924680.812500 Penalty: 4496.682617
	Iteration 37Q: 3 clusters Score -924680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -924682.750000 Penalty: 4496.682617
	Iteration 38Q: 3 clusters Score -924682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -924685.437500 Penalty: 4496.682617
	Iteration 39Q: 3 clusters Score -924685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -924687.812500 Penalty: 4496.682617
	Iteration 40F: 3 clusters Score -924687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -924687.250000 Penalty: 4496.682617
	Iteration 41Q: 3 clusters Score -924687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -924687.250000 Penalty: 4496.682617
	Iteration 42F: 3 clusters Score -924687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -1406639.625000 Penalty: 2336.449707
	Iteration 0F: 2 clusters Score -1406640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1397498.750000 Penalty: 4672.899414
	Iteration 0F: 3 clusters Score -1397499 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1400301.375000 Penalty: 4672.899414
	Iteration 1F: 3 clusters Score -1400301 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1400581.000000 Penalty: 4672.899414
	Iteration 2F: 3 clusters Score -1400581 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1400770.625000 Penalty: 4672.899414
	Iteration 3Q: 3 clusters Score -1400771 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1400913.875000 Penalty: 4672.899414
	Iteration 4Q: 3 clusters Score -1400914 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1401025.250000 Penalty: 4672.899414
	Iteration 5Q: 3 clusters Score -1401025 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1401147.625000 Penalty: 4672.899414
	Iteration 6Q: 3 clusters Score -1401148 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1401274.750000 Penalty: 4672.899414
	Iteration 7Q: 3 clusters Score -1401275 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1401409.500000 Penalty: 4672.899414
	Iteration 8Q: 3 clusters Score -1401410 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1401560.250000 Penalty: 4672.899414
	Iteration 9Q: 3 clusters Score -1401560 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1401714.000000 Penalty: 4672.899414
	Iteration 10Q: 3 clusters Score -1401714 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1401890.625000 Penalty: 4672.899414
	Iteration 11Q: 3 clusters Score -1401891 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1402051.250000 Penalty: 4672.899414
	Iteration 12Q: 3 clusters Score -1402051 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1402237.250000 Penalty: 4672.899414
	Iteration 13Q: 3 clusters Score -1402237 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1402438.500000 Penalty: 4672.899414
	Iteration 14Q: 3 clusters Score -1402438 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1402634.000000 Penalty: 4672.899414
	Iteration 15Q: 3 clusters Score -1402634 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1402812.375000 Penalty: 4672.899414
	Iteration 16Q: 3 clusters Score -1402812 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1402970.500000 Penalty: 4672.899414
	Iteration 17Q: 3 clusters Score -1402970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1403100.750000 Penalty: 4672.899414
	Iteration 18Q: 3 clusters Score -1403101 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1403210.750000 Penalty: 4672.899414
	Iteration 19Q: 3 clusters Score -1403211 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1403338.875000 Penalty: 4672.899414
	Iteration 20F: 3 clusters Score -1403339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1403449.875000 Penalty: 4672.899414
	Iteration 21Q: 3 clusters Score -1403450 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1403560.875000 Penalty: 4672.899414
	Iteration 22Q: 3 clusters Score -1403561 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1403663.750000 Penalty: 4672.899414
	Iteration 23Q: 3 clusters Score -1403664 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1403756.500000 Penalty: 4672.899414
	Iteration 24Q: 3 clusters Score -1403756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1403869.250000 Penalty: 4672.899414
	Iteration 25Q: 3 clusters Score -1403869 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1403970.750000 Penalty: 4672.899414
	Iteration 26Q: 3 clusters Score -1403971 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1404083.125000 Penalty: 4672.899414
	Iteration 27Q: 3 clusters Score -1404083 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1404177.250000 Penalty: 4672.899414
	Iteration 28Q: 3 clusters Score -1404177 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1404271.000000 Penalty: 4672.899414
	Iteration 29Q: 3 clusters Score -1404271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1404345.750000 Penalty: 4672.899414
	Iteration 30Q: 3 clusters Score -1404346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1404392.375000 Penalty: 4672.899414
	Iteration 31Q: 3 clusters Score -1404392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1404420.250000 Penalty: 4672.899414
	Iteration 32Q: 3 clusters Score -1404420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1404440.875000 Penalty: 4672.899414
	Iteration 33Q: 3 clusters Score -1404441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1404466.000000 Penalty: 4672.899414
	Iteration 34Q: 3 clusters Score -1404466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1404481.875000 Penalty: 4672.899414
	Iteration 35Q: 3 clusters Score -1404482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1404510.500000 Penalty: 4672.899414
	Iteration 36Q: 3 clusters Score -1404510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1404537.875000 Penalty: 4672.899414
	Iteration 37Q: 3 clusters Score -1404538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1404558.750000 Penalty: 4672.899414
	Iteration 38Q: 3 clusters Score -1404559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1404576.250000 Penalty: 4672.899414
	Iteration 39Q: 3 clusters Score -1404576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1404583.875000 Penalty: 4672.899414
	Iteration 40F: 3 clusters Score -1404584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1404593.000000 Penalty: 4672.899414
	Iteration 41Q: 3 clusters Score -1404593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1404598.250000 Penalty: 4672.899414
	Iteration 42Q: 3 clusters Score -1404598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1404603.875000 Penalty: 4672.899414
	Iteration 43Q: 3 clusters Score -1404604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1404610.000000 Penalty: 4672.899414
	Iteration 44Q: 3 clusters Score -1404610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1404611.250000 Penalty: 4672.899414
	Iteration 45Q: 3 clusters Score -1404611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1404616.250000 Penalty: 4672.899414
	Iteration 46Q: 3 clusters Score -1404616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1404624.000000 Penalty: 4672.899414
	Iteration 47Q: 3 clusters Score -1404624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1404631.250000 Penalty: 4672.899414
	Iteration 48Q: 3 clusters Score -1404631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1404635.500000 Penalty: 4672.899414
	Iteration 49Q: 3 clusters Score -1404636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1404635.125000 Penalty: 4672.899414
	Iteration 50Q: 3 clusters Score -1404635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1404636.125000 Penalty: 4672.899414
	Iteration 51Q: 3 clusters Score -1404636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1404639.375000 Penalty: 4672.899414
	Iteration 52Q: 3 clusters Score -1404639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1404641.375000 Penalty: 4672.899414
	Iteration 53Q: 3 clusters Score -1404641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1404641.375000 Penalty: 4672.899414
	Iteration 54F: 3 clusters Score -1404641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Entering Unmasked Estep 
Score: -1199869.500000 Penalty: 2347.334961
	Iteration 0F: 2 clusters Score -1199870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1190419.625000 Penalty: 4694.669922
	Iteration 0F: 3 clusters Score -1190420 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1193937.375000 Penalty: 4694.669922
	Iteration 1F: 3 clusters Score -1193937 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1194854.750000 Penalty: 4694.669922
	Iteration 2F: 3 clusters Score -1194855 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1195676.500000 Penalty: 4694.669922
	Iteration 3F: 3 clusters Score -1195676 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1196350.000000 Penalty: 4694.669922
	Iteration 4F: 3 clusters Score -1196350 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1196791.375000 Penalty: 4694.669922
	Iteration 5F: 3 clusters Score -1196791 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1197120.250000 Penalty: 4694.669922
	Iteration 6Q: 3 clusters Score -1197120 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1197335.875000 Penalty: 4694.669922
	Iteration 7Q: 3 clusters Score -1197336 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1197471.000000 Penalty: 4694.669922
	Iteration 8Q: 3 clusters Score -1197471 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1197573.250000 Penalty: 4694.669922
	Iteration 9Q: 3 clusters Score -1197573 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1197636.750000 Penalty: 4694.669922
	Iteration 10Q: 3 clusters Score -1197637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1197684.000000 Penalty: 4694.669922
	Iteration 11Q: 3 clusters Score -1197684 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1197743.125000 Penalty: 4694.669922
	Iteration 12Q: 3 clusters Score -1197743 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1197782.875000 Penalty: 4694.669922
	Iteration 13Q: 3 clusters Score -1197783 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1197822.375000 Penalty: 4694.669922
	Iteration 14Q: 3 clusters Score -1197822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1197857.500000 Penalty: 4694.669922
	Iteration 15Q: 3 clusters Score -1197858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1197880.875000 Penalty: 4694.669922
	Iteration 16Q: 3 clusters Score -1197881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1197913.000000 Penalty: 4694.669922
	Iteration 17Q: 3 clusters Score -1197913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1197931.250000 Penalty: 4694.669922
	Iteration 18Q: 3 clusters Score -1197931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1197953.125000 Penalty: 4694.669922
	Iteration 19Q: 3 clusters Score -1197953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1197966.750000 Penalty: 4694.669922
	Iteration 20F: 3 clusters Score -1197967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1197988.375000 Penalty: 4694.669922
	Iteration 21Q: 3 clusters Score -1197988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1198011.875000 Penalty: 4694.669922
	Iteration 22Q: 3 clusters Score -1198012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1198026.500000 Penalty: 4694.669922
	Iteration 23Q: 3 clusters Score -1198026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1198050.625000 Penalty: 4694.669922
	Iteration 24Q: 3 clusters Score -1198051 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1198067.625000 Penalty: 4694.669922
	Iteration 25Q: 3 clusters Score -1198068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1198079.750000 Penalty: 4694.669922
	Iteration 26Q: 3 clusters Score -1198080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1198092.625000 Penalty: 4694.669922
	Iteration 27Q: 3 clusters Score -1198093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1198108.875000 Penalty: 4694.669922
	Iteration 28Q: 3 clusters Score -1198109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1198128.250000 Penalty: 4694.669922
	Iteration 29Q: 3 clusters Score -1198128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1198153.000000 Penalty: 4694.669922
	Iteration 30Q: 3 clusters Score -1198153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1198176.125000 Penalty: 4694.669922
	Iteration 31Q: 3 clusters Score -1198176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1198199.750000 Penalty: 4694.669922
	Iteration 32Q: 3 clusters Score -1198200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1198226.000000 Penalty: 4694.669922
	Iteration 33Q: 3 clusters Score -1198226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1198247.250000 Penalty: 4694.669922
	Iteration 34Q: 3 clusters Score -1198247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1198275.375000 Penalty: 4694.669922
	Iteration 35Q: 3 clusters Score -1198275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1198304.375000 Penalty: 4694.669922
	Iteration 36Q: 3 clusters Score -1198304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1198326.250000 Penalty: 4694.669922
	Iteration 37Q: 3 clusters Score -1198326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1198353.750000 Penalty: 4694.669922
	Iteration 38Q: 3 clusters Score -1198354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1198367.125000 Penalty: 4694.669922
	Iteration 39Q: 3 clusters Score -1198367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1198383.750000 Penalty: 4694.669922
	Iteration 40F: 3 clusters Score -1198384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1198401.000000 Penalty: 4694.669922
	Iteration 41Q: 3 clusters Score -1198401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1198420.125000 Penalty: 4694.669922
	Iteration 42Q: 3 clusters Score -1198420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1198437.500000 Penalty: 4694.669922
	Iteration 43Q: 3 clusters Score -1198438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1198451.625000 Penalty: 4694.669922
	Iteration 44Q: 3 clusters Score -1198452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1198469.375000 Penalty: 4694.669922
	Iteration 45Q: 3 clusters Score -1198469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1198480.750000 Penalty: 4694.669922
	Iteration 46Q: 3 clusters Score -1198481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1198497.000000 Penalty: 4694.669922
	Iteration 47Q: 3 clusters Score -1198497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1198511.750000 Penalty: 4694.669922
	Iteration 48Q: 3 clusters Score -1198512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1198520.000000 Penalty: 4694.669922
	Iteration 49Q: 3 clusters Score -1198520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1198532.125000 Penalty: 4694.669922
	Iteration 50Q: 3 clusters Score -1198532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1198543.625000 Penalty: 4694.669922
	Iteration 51Q: 3 clusters Score -1198544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1198555.000000 Penalty: 4694.669922
	Iteration 52Q: 3 clusters Score -1198555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1198555.500000 Penalty: 4694.669922
	Iteration 53Q: 3 clusters Score -1198556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1198563.000000 Penalty: 4694.669922
	Iteration 54Q: 3 clusters Score -1198563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1198566.250000 Penalty: 4694.669922
	Iteration 55Q: 3 clusters Score -1198566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1198566.875000 Penalty: 4694.669922
	Iteration 56Q: 3 clusters Score -1198567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1198569.750000 Penalty: 4694.669922
	Iteration 57Q: 3 clusters Score -1198570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1198571.875000 Penalty: 4694.669922
	Iteration 58Q: 3 clusters Score -1198572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1198572.500000 Penalty: 4694.669922
	Iteration 59Q: 3 clusters Score -1198572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1198572.500000 Penalty: 4694.669922
	Iteration 60F: 3 clusters Score -1198572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1198572.750000 Penalty: 4694.669922
	Iteration 61Q: 3 clusters Score -1198573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1198577.000000 Penalty: 4694.669922
	Iteration 62Q: 3 clusters Score -1198577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1198580.625000 Penalty: 4694.669922
	Iteration 63Q: 3 clusters Score -1198581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1198582.500000 Penalty: 4694.669922
	Iteration 64Q: 3 clusters Score -1198582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1198584.500000 Penalty: 4694.669922
	Iteration 65Q: 3 clusters Score -1198584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1198586.750000 Penalty: 4694.669922
	Iteration 66Q: 3 clusters Score -1198587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1198592.625000 Penalty: 4694.669922
	Iteration 67Q: 3 clusters Score -1198593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1198592.125000 Penalty: 4694.669922
	Iteration 68Q: 3 clusters Score -1198592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1198595.000000 Penalty: 4694.669922
	Iteration 69Q: 3 clusters Score -1198595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1198602.750000 Penalty: 4694.669922
	Iteration 70Q: 3 clusters Score -1198603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1198606.250000 Penalty: 4694.669922
	Iteration 71Q: 3 clusters Score -1198606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1198606.250000 Penalty: 4694.669922
	Iteration 72Q: 3 clusters Score -1198606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1198610.125000 Penalty: 4694.669922
	Iteration 73Q: 3 clusters Score -1198610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1198609.875000 Penalty: 4694.669922
	Iteration 74Q: 3 clusters Score -1198610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1198613.875000 Penalty: 4694.669922
	Iteration 75Q: 3 clusters Score -1198614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1198616.750000 Penalty: 4694.669922
	Iteration 76Q: 3 clusters Score -1198617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1198618.625000 Penalty: 4694.669922
	Iteration 77Q: 3 clusters Score -1198619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1198622.125000 Penalty: 4694.669922
	Iteration 78Q: 3 clusters Score -1198622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1198626.000000 Penalty: 4694.669922
	Iteration 79Q: 3 clusters Score -1198626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1198631.125000 Penalty: 4694.669922
	Iteration 80F: 3 clusters Score -1198631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1198632.625000 Penalty: 4694.669922
	Iteration 81Q: 3 clusters Score -1198633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1198637.375000 Penalty: 4694.669922
	Iteration 82Q: 3 clusters Score -1198637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1198645.625000 Penalty: 4694.669922
	Iteration 83Q: 3 clusters Score -1198646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1198650.375000 Penalty: 4694.669922
	Iteration 84Q: 3 clusters Score -1198650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1198660.125000 Penalty: 4694.669922
	Iteration 85Q: 3 clusters Score -1198660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1198667.625000 Penalty: 4694.669922
	Iteration 86Q: 3 clusters Score -1198668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1198672.625000 Penalty: 4694.669922
	Iteration 87Q: 3 clusters Score -1198673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1198683.375000 Penalty: 4694.669922
	Iteration 88Q: 3 clusters Score -1198683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1198692.250000 Penalty: 4694.669922
	Iteration 89Q: 3 clusters Score -1198692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1198705.000000 Penalty: 4694.669922
	Iteration 90Q: 3 clusters Score -1198705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1198715.125000 Penalty: 4694.669922
	Iteration 91Q: 3 clusters Score -1198715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1198727.875000 Penalty: 4694.669922
	Iteration 92Q: 3 clusters Score -1198728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1198748.000000 Penalty: 4694.669922
	Iteration 93Q: 3 clusters Score -1198748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1198756.250000 Penalty: 4694.669922
	Iteration 94Q: 3 clusters Score -1198756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1198766.250000 Penalty: 4694.669922
	Iteration 95Q: 3 clusters Score -1198766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1198775.375000 Penalty: 4694.669922
	Iteration 96Q: 3 clusters Score -1198775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1198785.875000 Penalty: 4694.669922
	Iteration 97Q: 3 clusters Score -1198786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1198802.625000 Penalty: 4694.669922
	Iteration 98Q: 3 clusters Score -1198803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1198808.750000 Penalty: 4694.669922
	Iteration 99Q: 3 clusters Score -1198809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1198813.500000 Penalty: 4694.669922
	Iteration 100F: 3 clusters Score -1198814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1198823.125000 Penalty: 4694.669922
	Iteration 101Q: 3 clusters Score -1198823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1198829.375000 Penalty: 4694.669922
	Iteration 102Q: 3 clusters Score -1198829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1198831.875000 Penalty: 4694.669922
	Iteration 103Q: 3 clusters Score -1198832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1198834.750000 Penalty: 4694.669922
	Iteration 104Q: 3 clusters Score -1198835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1198840.000000 Penalty: 4694.669922
	Iteration 105Q: 3 clusters Score -1198840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1198842.875000 Penalty: 4694.669922
	Iteration 106Q: 3 clusters Score -1198843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1198845.750000 Penalty: 4694.669922
	Iteration 107Q: 3 clusters Score -1198846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1198845.875000 Penalty: 4694.669922
	Iteration 108Q: 3 clusters Score -1198846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1198849.500000 Penalty: 4694.669922
	Iteration 109Q: 3 clusters Score -1198850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1198849.625000 Penalty: 4694.669922
	Iteration 110Q: 3 clusters Score -1198850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1198850.000000 Penalty: 4694.669922
	Iteration 111Q: 3 clusters Score -1198850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1198852.250000 Penalty: 4694.669922
	Iteration 112Q: 3 clusters Score -1198852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1198852.500000 Penalty: 4694.669922
	Iteration 113Q: 3 clusters Score -1198852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1198854.250000 Penalty: 4694.669922
	Iteration 114Q: 3 clusters Score -1198854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1198856.375000 Penalty: 4694.669922
	Iteration 115Q: 3 clusters Score -1198856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1198859.250000 Penalty: 4694.669922
	Iteration 116Q: 3 clusters Score -1198859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1198862.125000 Penalty: 4694.669922
	Iteration 117Q: 3 clusters Score -1198862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1198861.750000 Penalty: 4694.669922
	Iteration 118Q: 3 clusters Score -1198862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1198863.375000 Penalty: 4694.669922
	Iteration 119Q: 3 clusters Score -1198863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1198864.250000 Penalty: 4694.669922
	Iteration 120F: 3 clusters Score -1198864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (133323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Entering Unmasked Estep 
Score: -15463426.000000 Penalty: 2926.531494
	Iteration 0F: 2 clusters Score -1.546343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -15373860.000000 Penalty: 5853.062988
	Iteration 0F: 3 clusters Score -1.537386e+07 nChanged 63626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -15411168.000000 Penalty: 5853.062988
	Iteration 1F: 3 clusters Score -1.541117e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -15412128.000000 Penalty: 5853.062988
	Iteration 2Q: 3 clusters Score -1.541213e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -15413251.000000 Penalty: 5853.062988
	Iteration 3Q: 3 clusters Score -1.541325e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -15414658.000000 Penalty: 5853.062988
	Iteration 4Q: 3 clusters Score -1.541466e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -15416280.000000 Penalty: 5853.062988
	Iteration 5Q: 3 clusters Score -1.541628e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -15418367.000000 Penalty: 5853.062988
	Iteration 6Q: 3 clusters Score -1.541837e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -15421304.000000 Penalty: 5853.062988
	Iteration 7Q: 3 clusters Score -1.54213e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -15425351.000000 Penalty: 5853.062988
	Iteration 8F: 3 clusters Score -1.542535e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -15431079.000000 Penalty: 5853.062988
	Iteration 9F: 3 clusters Score -1.543108e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -15438372.000000 Penalty: 5853.062988
	Iteration 10F: 3 clusters Score -1.543837e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -15446103.000000 Penalty: 5853.062988
	Iteration 11F: 3 clusters Score -1.54461e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -15452329.000000 Penalty: 5853.062988
	Iteration 12F: 3 clusters Score -1.545233e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -15456488.000000 Penalty: 5853.062988
	Iteration 13Q: 3 clusters Score -1.545649e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -15458759.000000 Penalty: 5853.062988
	Iteration 14Q: 3 clusters Score -1.545876e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -15459875.000000 Penalty: 5853.062988
	Iteration 15Q: 3 clusters Score -1.545988e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -15460435.000000 Penalty: 5853.062988
	Iteration 16Q: 3 clusters Score -1.546044e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -15460711.000000 Penalty: 5853.062988
	Iteration 17Q: 3 clusters Score -1.546071e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -15460859.000000 Penalty: 5853.062988
	Iteration 18Q: 3 clusters Score -1.546086e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 132197 members 
Entering Unmasked Estep 
Score: -15460943.000000 Penalty: 5853.062988
	Iteration 19Q: 3 clusters Score -1.546094e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -15460980.000000 Penalty: 5853.062988
	Iteration 20F: 3 clusters Score -1.546098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 132305 members 
Entering Unmasked Estep 
Score: -15461003.000000 Penalty: 5853.062988
	Iteration 21Q: 3 clusters Score -1.5461e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -15461049.000000 Penalty: 5853.062988
	Iteration 22Q: 3 clusters Score -1.546105e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -15461061.000000 Penalty: 5853.062988
	Iteration 23Q: 3 clusters Score -1.546106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -15461099.000000 Penalty: 5853.062988
	Iteration 24Q: 3 clusters Score -1.54611e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 132356 members 
Entering Unmasked Estep 
Score: -15461128.000000 Penalty: 5853.062988
	Iteration 25Q: 3 clusters Score -1.546113e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -15461139.000000 Penalty: 5853.062988
	Iteration 26Q: 3 clusters Score -1.546114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 132381 members 
Entering Unmasked Estep 
Score: -15461142.000000 Penalty: 5853.062988
	Iteration 27Q: 3 clusters Score -1.546114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 132392 members 
Entering Unmasked Estep 
Score: -15461157.000000 Penalty: 5853.062988
	Iteration 28Q: 3 clusters Score -1.546116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -15461175.000000 Penalty: 5853.062988
	Iteration 29Q: 3 clusters Score -1.546118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -15461167.000000 Penalty: 5853.062988
	Iteration 30Q: 3 clusters Score -1.546117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -15461190.000000 Penalty: 5853.062988
	Iteration 31Q: 3 clusters Score -1.546119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -15461200.000000 Penalty: 5853.062988
	Iteration 32Q: 3 clusters Score -1.54612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -15461200.000000 Penalty: 5853.062988
	Iteration 33Q: 3 clusters Score -1.54612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 132416 members 
Entering Unmasked Estep 
Score: -15461208.000000 Penalty: 5853.062988
	Iteration 34Q: 3 clusters Score -1.546121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 132419 members 
Entering Unmasked Estep 
Score: -15461208.000000 Penalty: 5853.062988
	Iteration 35Q: 3 clusters Score -1.546121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -15461208.000000 Penalty: 5853.062988
	Iteration 36Q: 3 clusters Score -1.546121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 132417 members 
Entering Unmasked Estep 
Score: -15461208.000000 Penalty: 5853.062988
	Iteration 37Q: 3 clusters Score -1.546121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -15461213.000000 Penalty: 5853.062988
	Iteration 38Q: 3 clusters Score -1.546121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 132425 members 
Entering Unmasked Estep 
Score: -15461217.000000 Penalty: 5853.062988
	Iteration 39Q: 3 clusters Score -1.546122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -15461231.000000 Penalty: 5853.062988
	Iteration 40F: 3 clusters Score -1.546123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 132433 members 
Entering Unmasked Estep 
Score: -15461230.000000 Penalty: 5853.062988
	Iteration 41Q: 3 clusters Score -1.546123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -15461244.000000 Penalty: 5853.062988
	Iteration 42Q: 3 clusters Score -1.546124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -15461236.000000 Penalty: 5853.062988
	Iteration 43Q: 3 clusters Score -1.546124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 132440 members 
Entering Unmasked Estep 
Score: -15461241.000000 Penalty: 5853.062988
	Iteration 44Q: 3 clusters Score -1.546124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 132442 members 
Entering Unmasked Estep 
Score: -15461252.000000 Penalty: 5853.062988
	Iteration 45Q: 3 clusters Score -1.546125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 132443 members 
Entering Unmasked Estep 
Score: -15461254.000000 Penalty: 5853.062988
	Iteration 46Q: 3 clusters Score -1.546125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -15461257.000000 Penalty: 5853.062988
	Iteration 47Q: 3 clusters Score -1.546126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -15461269.000000 Penalty: 5853.062988
	Iteration 48Q: 3 clusters Score -1.546127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -15461250.000000 Penalty: 5853.062988
	Iteration 49Q: 3 clusters Score -1.546125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -15461271.000000 Penalty: 5853.062988
	Iteration 50Q: 3 clusters Score -1.546127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -15461268.000000 Penalty: 5853.062988
	Iteration 51Q: 3 clusters Score -1.546127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -15461253.000000 Penalty: 5853.062988
	Iteration 52Q: 3 clusters Score -1.546125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 132437 members 
Entering Unmasked Estep 
Score: -15461262.000000 Penalty: 5853.062988
	Iteration 53Q: 3 clusters Score -1.546126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 132436 members 
Entering Unmasked Estep 
Score: -15461256.000000 Penalty: 5853.062988
	Iteration 54Q: 3 clusters Score -1.546126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 132435 members 
Entering Unmasked Estep 
Score: -15461268.000000 Penalty: 5853.062988
	Iteration 55Q: 3 clusters Score -1.546127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 132435 members 
Entering Unmasked Estep 
Score: -15461283.000000 Penalty: 5853.062988
	Iteration 56Q: 3 clusters Score -1.546128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -15461285.000000 Penalty: 5853.062988
	Iteration 57Q: 3 clusters Score -1.546128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 132438 members 
Entering Unmasked Estep 
Score: -15461285.000000 Penalty: 5853.062988
	Iteration 58F: 3 clusters Score -1.546128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (141987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141987 members 
Entering Unmasked Estep 
Score: -16365845.000000 Penalty: 2942.145752
	Iteration 0F: 2 clusters Score -1.636584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -16270950.000000 Penalty: 5884.291504
	Iteration 0F: 3 clusters Score -1.627095e+07 nChanged 67842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -16309689.000000 Penalty: 5884.291504
	Iteration 1F: 3 clusters Score -1.630969e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -16310488.000000 Penalty: 5884.291504
	Iteration 2Q: 3 clusters Score -1.631049e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -16311190.000000 Penalty: 5884.291504
	Iteration 3Q: 3 clusters Score -1.631119e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -16312037.000000 Penalty: 5884.291504
	Iteration 4Q: 3 clusters Score -1.631204e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -16312974.000000 Penalty: 5884.291504
	Iteration 5Q: 3 clusters Score -1.631297e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -16314400.000000 Penalty: 5884.291504
	Iteration 6Q: 3 clusters Score -1.63144e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -16316539.000000 Penalty: 5884.291504
	Iteration 7Q: 3 clusters Score -1.631654e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -16320111.000000 Penalty: 5884.291504
	Iteration 8F: 3 clusters Score -1.632011e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -16325599.000000 Penalty: 5884.291504
	Iteration 9F: 3 clusters Score -1.63256e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -16332972.000000 Penalty: 5884.291504
	Iteration 10F: 3 clusters Score -1.633297e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -16341815.000000 Penalty: 5884.291504
	Iteration 11F: 3 clusters Score -1.634182e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -16350440.000000 Penalty: 5884.291504
	Iteration 12F: 3 clusters Score -1.635044e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -16356813.000000 Penalty: 5884.291504
	Iteration 13Q: 3 clusters Score -1.635681e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -16360430.000000 Penalty: 5884.291504
	Iteration 14Q: 3 clusters Score -1.636043e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 140660 members 
Entering Unmasked Estep 
Score: -16362145.000000 Penalty: 5884.291504
	Iteration 15Q: 3 clusters Score -1.636214e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -16362837.000000 Penalty: 5884.291504
	Iteration 16Q: 3 clusters Score -1.636284e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -16363039.000000 Penalty: 5884.291504
	Iteration 17Q: 3 clusters Score -1.636304e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -16363140.000000 Penalty: 5884.291504
	Iteration 18Q: 3 clusters Score -1.636314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 141635 members 
Entering Unmasked Estep 
Score: -16363178.000000 Penalty: 5884.291504
	Iteration 19Q: 3 clusters Score -1.636318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 141652 members 
Entering Unmasked Estep 
Score: -16363200.000000 Penalty: 5884.291504
	Iteration 20F: 3 clusters Score -1.63632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -16363215.000000 Penalty: 5884.291504
	Iteration 21Q: 3 clusters Score -1.636322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -16363242.000000 Penalty: 5884.291504
	Iteration 22Q: 3 clusters Score -1.636324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 141673 members 
Entering Unmasked Estep 
Score: -16363275.000000 Penalty: 5884.291504
	Iteration 23Q: 3 clusters Score -1.636328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 141684 members 
Entering Unmasked Estep 
Score: -16363281.000000 Penalty: 5884.291504
	Iteration 24Q: 3 clusters Score -1.636328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -16363297.000000 Penalty: 5884.291504
	Iteration 25Q: 3 clusters Score -1.63633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -16363304.000000 Penalty: 5884.291504
	Iteration 26Q: 3 clusters Score -1.63633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -16363311.000000 Penalty: 5884.291504
	Iteration 27Q: 3 clusters Score -1.636331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -16363319.000000 Penalty: 5884.291504
	Iteration 28Q: 3 clusters Score -1.636332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -16363322.000000 Penalty: 5884.291504
	Iteration 29Q: 3 clusters Score -1.636332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -16363326.000000 Penalty: 5884.291504
	Iteration 30Q: 3 clusters Score -1.636333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -16363337.000000 Penalty: 5884.291504
	Iteration 31Q: 3 clusters Score -1.636334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 141692 members 
Entering Unmasked Estep 
Score: -16363345.000000 Penalty: 5884.291504
	Iteration 32Q: 3 clusters Score -1.636334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 141690 members 
Entering Unmasked Estep 
Score: -16363338.000000 Penalty: 5884.291504
	Iteration 33Q: 3 clusters Score -1.636334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 141690 members 
Entering Unmasked Estep 
Score: -16363347.000000 Penalty: 5884.291504
	Iteration 34Q: 3 clusters Score -1.636335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 141690 members 
Entering Unmasked Estep 
Score: -16363347.000000 Penalty: 5884.291504
	Iteration 35F: 3 clusters Score -1.636335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Entering Unmasked Estep 
Score: -2611808.750000 Penalty: 2514.294189
	Iteration 0F: 2 clusters Score -2611809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2594540.250000 Penalty: 5028.588379
	Iteration 0F: 3 clusters Score -2594540 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2600985.500000 Penalty: 5028.588379
	Iteration 1F: 3 clusters Score -2600986 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2602047.750000 Penalty: 5028.588379
	Iteration 2F: 3 clusters Score -2602048 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2603438.500000 Penalty: 5028.588379
	Iteration 3F: 3 clusters Score -2603438 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2604868.750000 Penalty: 5028.588379
	Iteration 4F: 3 clusters Score -2604869 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2606018.750000 Penalty: 5028.588379
	Iteration 5F: 3 clusters Score -2606019 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2606820.000000 Penalty: 5028.588379
	Iteration 6F: 3 clusters Score -2606820 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2607274.000000 Penalty: 5028.588379
	Iteration 7Q: 3 clusters Score -2607274 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2607562.750000 Penalty: 5028.588379
	Iteration 8Q: 3 clusters Score -2607563 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2607763.250000 Penalty: 5028.588379
	Iteration 9Q: 3 clusters Score -2607763 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2607911.250000 Penalty: 5028.588379
	Iteration 10Q: 3 clusters Score -2607911 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2608060.500000 Penalty: 5028.588379
	Iteration 11Q: 3 clusters Score -2608060 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2608200.000000 Penalty: 5028.588379
	Iteration 12Q: 3 clusters Score -2608200 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2608344.000000 Penalty: 5028.588379
	Iteration 13Q: 3 clusters Score -2608344 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2608502.750000 Penalty: 5028.588379
	Iteration 14Q: 3 clusters Score -2608503 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2608655.750000 Penalty: 5028.588379
	Iteration 15Q: 3 clusters Score -2608656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2608793.000000 Penalty: 5028.588379
	Iteration 16Q: 3 clusters Score -2608793 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2608930.250000 Penalty: 5028.588379
	Iteration 17Q: 3 clusters Score -2608930 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2609097.250000 Penalty: 5028.588379
	Iteration 18Q: 3 clusters Score -2609097 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2609267.250000 Penalty: 5028.588379
	Iteration 19Q: 3 clusters Score -2609267 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2609446.750000 Penalty: 5028.588379
	Iteration 20F: 3 clusters Score -2609447 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2609629.750000 Penalty: 5028.588379
	Iteration 21Q: 3 clusters Score -2609630 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2609807.500000 Penalty: 5028.588379
	Iteration 22Q: 3 clusters Score -2609808 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2609961.750000 Penalty: 5028.588379
	Iteration 23Q: 3 clusters Score -2609962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2610089.500000 Penalty: 5028.588379
	Iteration 24Q: 3 clusters Score -2610090 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2610186.500000 Penalty: 5028.588379
	Iteration 25Q: 3 clusters Score -2610186 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2610295.250000 Penalty: 5028.588379
	Iteration 26Q: 3 clusters Score -2610295 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2610379.500000 Penalty: 5028.588379
	Iteration 27Q: 3 clusters Score -2610380 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2610436.750000 Penalty: 5028.588379
	Iteration 28Q: 3 clusters Score -2610437 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2610516.750000 Penalty: 5028.588379
	Iteration 29Q: 3 clusters Score -2610517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2610557.750000 Penalty: 5028.588379
	Iteration 30Q: 3 clusters Score -2610558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2610597.500000 Penalty: 5028.588379
	Iteration 31Q: 3 clusters Score -2610598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2610627.000000 Penalty: 5028.588379
	Iteration 32Q: 3 clusters Score -2610627 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2610658.250000 Penalty: 5028.588379
	Iteration 33Q: 3 clusters Score -2610658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2610687.250000 Penalty: 5028.588379
	Iteration 34Q: 3 clusters Score -2610687 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2610708.250000 Penalty: 5028.588379
	Iteration 35Q: 3 clusters Score -2610708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2610727.250000 Penalty: 5028.588379
	Iteration 36Q: 3 clusters Score -2610727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2610751.750000 Penalty: 5028.588379
	Iteration 37Q: 3 clusters Score -2610752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2610768.500000 Penalty: 5028.588379
	Iteration 38Q: 3 clusters Score -2610768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2610777.000000 Penalty: 5028.588379
	Iteration 39Q: 3 clusters Score -2610777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2610780.000000 Penalty: 5028.588379
	Iteration 40F: 3 clusters Score -2610780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2610780.750000 Penalty: 5028.588379
	Iteration 41Q: 3 clusters Score -2610781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2610785.500000 Penalty: 5028.588379
	Iteration 42Q: 3 clusters Score -2610786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2610789.250000 Penalty: 5028.588379
	Iteration 43Q: 3 clusters Score -2610789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2610796.750000 Penalty: 5028.588379
	Iteration 44Q: 3 clusters Score -2610797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2610798.750000 Penalty: 5028.588379
	Iteration 45Q: 3 clusters Score -2610799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2610804.750000 Penalty: 5028.588379
	Iteration 46Q: 3 clusters Score -2610805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2610804.750000 Penalty: 5028.588379
	Iteration 47Q: 3 clusters Score -2610805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2610808.000000 Penalty: 5028.588379
	Iteration 48Q: 3 clusters Score -2610808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2610816.000000 Penalty: 5028.588379
	Iteration 49Q: 3 clusters Score -2610816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2610823.500000 Penalty: 5028.588379
	Iteration 50Q: 3 clusters Score -2610824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2610827.750000 Penalty: 5028.588379
	Iteration 51Q: 3 clusters Score -2610828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2610823.500000 Penalty: 5028.588379
	Iteration 52Q: 3 clusters Score -2610824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2610825.000000 Penalty: 5028.588379
	Iteration 53Q: 3 clusters Score -2610825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2610831.500000 Penalty: 5028.588379
	Iteration 54Q: 3 clusters Score -2610832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2610834.250000 Penalty: 5028.588379
	Iteration 55Q: 3 clusters Score -2610834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2610833.750000 Penalty: 5028.588379
	Iteration 56Q: 3 clusters Score -2610834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2610842.500000 Penalty: 5028.588379
	Iteration 57Q: 3 clusters Score -2610842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2610842.500000 Penalty: 5028.588379
	Iteration 58Q: 3 clusters Score -2610842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2610849.000000 Penalty: 5028.588379
	Iteration 59Q: 3 clusters Score -2610849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2610853.250000 Penalty: 5028.588379
	Iteration 60F: 3 clusters Score -2610853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2610856.750000 Penalty: 5028.588379
	Iteration 61Q: 3 clusters Score -2610857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2610853.500000 Penalty: 5028.588379
	Iteration 62Q: 3 clusters Score -2610854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2610858.750000 Penalty: 5028.588379
	Iteration 63Q: 3 clusters Score -2610859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2610863.750000 Penalty: 5028.588379
	Iteration 64Q: 3 clusters Score -2610864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2610865.250000 Penalty: 5028.588379
	Iteration 65Q: 3 clusters Score -2610865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2610865.500000 Penalty: 5028.588379
	Iteration 66Q: 3 clusters Score -2610866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2610864.750000 Penalty: 5028.588379
	Iteration 67Q: 3 clusters Score -2610865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2610864.750000 Penalty: 5028.588379
	Iteration 68F: 3 clusters Score -2610865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -637426.750000 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -637426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -632221.437500 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -632221.4 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -633688.625000 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -633688.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -634050.812500 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -634050.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -634351.187500 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -634351.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -634581.812500 Penalty: 4327.690430
	Iteration 4Q: 3 clusters Score -634581.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -634814.062500 Penalty: 4327.690430
	Iteration 5F: 3 clusters Score -634814.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -635021.812500 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -635021.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -635213.875000 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -635213.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -635433.000000 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -635433 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -635685.187500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -635685.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -636026.062500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -636026.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -636336.375000 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -636336.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -636525.937500 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -636525.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -636655.312500 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -636655.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -636752.875000 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -636752.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -636827.437500 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -636827.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -636889.562500 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -636889.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -636956.812500 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -636956.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -637017.875000 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -637017.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -637061.062500 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -637061.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -637097.812500 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -637097.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -637142.312500 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -637142.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -637198.437500 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -637198.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -637289.312500 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -637289.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -637481.625000 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -637481.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -637641.187500 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -637641.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -637706.125000 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -637706.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -637731.250000 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -637731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -637743.750000 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -637743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -637751.625000 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -637751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -637755.062500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -637755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -637763.875000 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -637763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -637767.500000 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -637767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -637771.562500 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -637771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -637773.250000 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -637773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -637774.312500 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -637774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -637777.875000 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -637777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -637780.250000 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -637780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -637781.375000 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -637781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -637781.562500 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -637781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -637783.187500 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -637783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -637784.312500 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -637784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -637784.687500 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -637784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -637785.812500 Penalty: 4327.690430
	Iteration 43Q: 3 clusters Score -637785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -637787.437500 Penalty: 4327.690430
	Iteration 44Q: 3 clusters Score -637787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -637793.312500 Penalty: 4327.690430
	Iteration 45Q: 3 clusters Score -637793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -637798.562500 Penalty: 4327.690430
	Iteration 46Q: 3 clusters Score -637798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -637801.562500 Penalty: 4327.690430
	Iteration 47Q: 3 clusters Score -637801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -637805.187500 Penalty: 4327.690430
	Iteration 48Q: 3 clusters Score -637805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -637808.750000 Penalty: 4327.690430
	Iteration 49Q: 3 clusters Score -637808.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -637812.750000 Penalty: 4327.690430
	Iteration 50Q: 3 clusters Score -637812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -637815.937500 Penalty: 4327.690430
	Iteration 51Q: 3 clusters Score -637815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -637821.750000 Penalty: 4327.690430
	Iteration 52Q: 3 clusters Score -637821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -637824.875000 Penalty: 4327.690430
	Iteration 53Q: 3 clusters Score -637824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -637826.000000 Penalty: 4327.690430
	Iteration 54Q: 3 clusters Score -637826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -637827.187500 Penalty: 4327.690430
	Iteration 55Q: 3 clusters Score -637827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -637827.312500 Penalty: 4327.690430
	Iteration 56Q: 3 clusters Score -637827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -637827.437500 Penalty: 4327.690430
	Iteration 57Q: 3 clusters Score -637827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -637827.437500 Penalty: 4327.690430
	Iteration 58F: 3 clusters Score -637827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 1740 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 4416 members 
Entering Unmasked Estep 
Score: -212260336.000000 Penalty: 341343.500000
Splitting cluster 36 changes total score from -212260784.000000 to -212260336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -612521.937500 Penalty: 2137.205078
	Iteration 0F: 2 clusters Score -612521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -607718.625000 Penalty: 4274.410156
	Iteration 0F: 3 clusters Score -607718.6 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -609008.687500 Penalty: 4274.410156
	Iteration 1F: 3 clusters Score -609008.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -609394.062500 Penalty: 4274.410156
	Iteration 2F: 3 clusters Score -609394.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -609778.125000 Penalty: 4274.410156
	Iteration 3F: 3 clusters Score -609778.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -610213.250000 Penalty: 4274.410156
	Iteration 4F: 3 clusters Score -610213.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -610638.687500 Penalty: 4274.410156
	Iteration 5F: 3 clusters Score -610638.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -611024.562500 Penalty: 4274.410156
	Iteration 6F: 3 clusters Score -611024.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -611344.312500 Penalty: 4274.410156
	Iteration 7Q: 3 clusters Score -611344.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -611626.812500 Penalty: 4274.410156
	Iteration 8Q: 3 clusters Score -611626.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -611802.500000 Penalty: 4274.410156
	Iteration 9Q: 3 clusters Score -611802.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -611913.062500 Penalty: 4274.410156
	Iteration 10Q: 3 clusters Score -611913.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -611992.812500 Penalty: 4274.410156
	Iteration 11Q: 3 clusters Score -611992.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -612057.000000 Penalty: 4274.410156
	Iteration 12Q: 3 clusters Score -612057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -612093.500000 Penalty: 4274.410156
	Iteration 13Q: 3 clusters Score -612093.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -612120.500000 Penalty: 4274.410156
	Iteration 14Q: 3 clusters Score -612120.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -612150.937500 Penalty: 4274.410156
	Iteration 15Q: 3 clusters Score -612150.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -612177.875000 Penalty: 4274.410156
	Iteration 16Q: 3 clusters Score -612177.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -612197.125000 Penalty: 4274.410156
	Iteration 17Q: 3 clusters Score -612197.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -612212.187500 Penalty: 4274.410156
	Iteration 18Q: 3 clusters Score -612212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -612231.375000 Penalty: 4274.410156
	Iteration 19Q: 3 clusters Score -612231.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -612250.187500 Penalty: 4274.410156
	Iteration 20F: 3 clusters Score -612250.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -612266.875000 Penalty: 4274.410156
	Iteration 21Q: 3 clusters Score -612266.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -612284.312500 Penalty: 4274.410156
	Iteration 22Q: 3 clusters Score -612284.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -612303.062500 Penalty: 4274.410156
	Iteration 23Q: 3 clusters Score -612303.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -612333.000000 Penalty: 4274.410156
	Iteration 24Q: 3 clusters Score -612333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -612367.312500 Penalty: 4274.410156
	Iteration 25Q: 3 clusters Score -612367.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -612417.625000 Penalty: 4274.410156
	Iteration 26Q: 3 clusters Score -612417.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -612485.687500 Penalty: 4274.410156
	Iteration 27Q: 3 clusters Score -612485.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -612602.750000 Penalty: 4274.410156
	Iteration 28Q: 3 clusters Score -612602.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -612781.125000 Penalty: 4274.410156
	Iteration 29Q: 3 clusters Score -612781.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -613040.125000 Penalty: 4274.410156
	Iteration 30Q: 3 clusters Score -613040.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -613452.187500 Penalty: 4274.410156
	Iteration 31Q: 3 clusters Score -613452.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -613961.937500 Penalty: 4274.410156
	Iteration 32Q: 3 clusters Score -613961.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -614275.250000 Penalty: 4274.410156
	Iteration 33Q: 3 clusters Score -614275.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -614515.000000 Penalty: 4274.410156
	Iteration 34Q: 3 clusters Score -614515 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -614654.250000 Penalty: 4274.410156
	Iteration 35Q: 3 clusters Score -614654.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -614740.000000 Penalty: 4274.410156
	Iteration 36Q: 3 clusters Score -614740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -614790.937500 Penalty: 4274.410156
	Iteration 37Q: 3 clusters Score -614790.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -614825.875000 Penalty: 4274.410156
	Iteration 38Q: 3 clusters Score -614825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -614837.062500 Penalty: 4274.410156
	Iteration 39Q: 3 clusters Score -614837.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -614962.687500 Penalty: 4274.410156
	Iteration 40F: 3 clusters Score -614962.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -615155.437500 Penalty: 4274.410156
	Iteration 41Q: 3 clusters Score -615155.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -615466.312500 Penalty: 4274.410156
	Iteration 42Q: 3 clusters Score -615466.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -615964.625000 Penalty: 4274.410156
	Iteration 43Q: 3 clusters Score -615964.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -616558.125000 Penalty: 4274.410156
	Iteration 44Q: 3 clusters Score -616558.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -616905.125000 Penalty: 4274.410156
	Iteration 45Q: 3 clusters Score -616905.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -616969.937500 Penalty: 4274.410156
	Iteration 46Q: 3 clusters Score -616969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -616974.250000 Penalty: 4274.410156
	Iteration 47Q: 3 clusters Score -616974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -616974.625000 Penalty: 4274.410156
	Iteration 48Q: 3 clusters Score -616974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -616974.625000 Penalty: 4274.410156
	Iteration 49F: 3 clusters Score -616974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 6851 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Entering Unmasked Estep 
Score: -212264912.000000 Penalty: 341343.500000
Splitting cluster 37 changes total score from -212260784.000000 to -212264912.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 38 (25564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Entering Unmasked Estep 
Score: -2947380.250000 Penalty: 2516.937256
	Iteration 0F: 2 clusters Score -2947380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2929748.500000 Penalty: 5033.874512
	Iteration 0F: 3 clusters Score -2929748 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2936069.750000 Penalty: 5033.874512
	Iteration 1F: 3 clusters Score -2936070 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2936631.000000 Penalty: 5033.874512
	Iteration 2F: 3 clusters Score -2936631 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2937262.250000 Penalty: 5033.874512
	Iteration 3F: 3 clusters Score -2937262 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2938044.250000 Penalty: 5033.874512
	Iteration 4F: 3 clusters Score -2938044 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2939020.000000 Penalty: 5033.874512
	Iteration 5F: 3 clusters Score -2939020 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2940150.000000 Penalty: 5033.874512
	Iteration 6F: 3 clusters Score -2940150 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2941361.750000 Penalty: 5033.874512
	Iteration 7F: 3 clusters Score -2941362 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2942547.250000 Penalty: 5033.874512
	Iteration 8F: 3 clusters Score -2942547 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2943504.500000 Penalty: 5033.874512
	Iteration 9Q: 3 clusters Score -2943504 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2944127.250000 Penalty: 5033.874512
	Iteration 10Q: 3 clusters Score -2944127 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2944414.250000 Penalty: 5033.874512
	Iteration 11Q: 3 clusters Score -2944414 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2944568.500000 Penalty: 5033.874512
	Iteration 12Q: 3 clusters Score -2944568 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2944678.500000 Penalty: 5033.874512
	Iteration 13Q: 3 clusters Score -2944678 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2944729.500000 Penalty: 5033.874512
	Iteration 14Q: 3 clusters Score -2944730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2944775.750000 Penalty: 5033.874512
	Iteration 15Q: 3 clusters Score -2944776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2944830.250000 Penalty: 5033.874512
	Iteration 16Q: 3 clusters Score -2944830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2944861.000000 Penalty: 5033.874512
	Iteration 17Q: 3 clusters Score -2944861 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2944879.000000 Penalty: 5033.874512
	Iteration 18Q: 3 clusters Score -2944879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2944882.000000 Penalty: 5033.874512
	Iteration 19Q: 3 clusters Score -2944882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2944900.750000 Penalty: 5033.874512
	Iteration 20F: 3 clusters Score -2944901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2944899.750000 Penalty: 5033.874512
	Iteration 21Q: 3 clusters Score -2944900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2944908.500000 Penalty: 5033.874512
	Iteration 22Q: 3 clusters Score -2944908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2944912.250000 Penalty: 5033.874512
	Iteration 23Q: 3 clusters Score -2944912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2944919.250000 Penalty: 5033.874512
	Iteration 24Q: 3 clusters Score -2944919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2944916.750000 Penalty: 5033.874512
	Iteration 25Q: 3 clusters Score -2944917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2944912.250000 Penalty: 5033.874512
	Iteration 26Q: 3 clusters Score -2944912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2944912.500000 Penalty: 5033.874512
	Iteration 27Q: 3 clusters Score -2944912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2944913.000000 Penalty: 5033.874512
	Iteration 28Q: 3 clusters Score -2944913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2944919.250000 Penalty: 5033.874512
	Iteration 29Q: 3 clusters Score -2944919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2944922.500000 Penalty: 5033.874512
	Iteration 30Q: 3 clusters Score -2944922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2944924.750000 Penalty: 5033.874512
	Iteration 31Q: 3 clusters Score -2944925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2944926.250000 Penalty: 5033.874512
	Iteration 32Q: 3 clusters Score -2944926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2944924.250000 Penalty: 5033.874512
	Iteration 33Q: 3 clusters Score -2944924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2944921.250000 Penalty: 5033.874512
	Iteration 34Q: 3 clusters Score -2944921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2944924.750000 Penalty: 5033.874512
	Iteration 35Q: 3 clusters Score -2944925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2944923.250000 Penalty: 5033.874512
	Iteration 36Q: 3 clusters Score -2944923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2944924.750000 Penalty: 5033.874512
	Iteration 37Q: 3 clusters Score -2944925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2944927.750000 Penalty: 5033.874512
	Iteration 38Q: 3 clusters Score -2944928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2944929.000000 Penalty: 5033.874512
	Iteration 39Q: 3 clusters Score -2944929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2944930.250000 Penalty: 5033.874512
	Iteration 40F: 3 clusters Score -2944930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2944929.250000 Penalty: 5033.874512
	Iteration 41Q: 3 clusters Score -2944929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2944926.000000 Penalty: 5033.874512
	Iteration 42Q: 3 clusters Score -2944926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2944923.750000 Penalty: 5033.874512
	Iteration 43Q: 3 clusters Score -2944924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2944918.000000 Penalty: 5033.874512
	Iteration 44Q: 3 clusters Score -2944918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2944921.750000 Penalty: 5033.874512
	Iteration 45Q: 3 clusters Score -2944922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2944923.250000 Penalty: 5033.874512
	Iteration 46Q: 3 clusters Score -2944923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2944922.500000 Penalty: 5033.874512
	Iteration 47Q: 3 clusters Score -2944922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2944921.500000 Penalty: 5033.874512
	Iteration 48Q: 3 clusters Score -2944922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2944921.500000 Penalty: 5033.874512
	Iteration 49F: 3 clusters Score -2944922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -885998.500000 Penalty: 2225.422607
	Iteration 0F: 2 clusters Score -885998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -879655.250000 Penalty: 4450.845215
	Iteration 0F: 3 clusters Score -879655.2 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -881496.375000 Penalty: 4450.845215
	Iteration 1F: 3 clusters Score -881496.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -881837.500000 Penalty: 4450.845215
	Iteration 2F: 3 clusters Score -881837.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -882068.875000 Penalty: 4450.845215
	Iteration 3F: 3 clusters Score -882068.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -882254.687500 Penalty: 4450.845215
	Iteration 4Q: 3 clusters Score -882254.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -882406.062500 Penalty: 4450.845215
	Iteration 5Q: 3 clusters Score -882406.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -882523.375000 Penalty: 4450.845215
	Iteration 6Q: 3 clusters Score -882523.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -882646.437500 Penalty: 4450.845215
	Iteration 7Q: 3 clusters Score -882646.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -882774.312500 Penalty: 4450.845215
	Iteration 8Q: 3 clusters Score -882774.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -882896.125000 Penalty: 4450.845215
	Iteration 9Q: 3 clusters Score -882896.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -883017.875000 Penalty: 4450.845215
	Iteration 10Q: 3 clusters Score -883017.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -883163.000000 Penalty: 4450.845215
	Iteration 11Q: 3 clusters Score -883163 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -883322.187500 Penalty: 4450.845215
	Iteration 12Q: 3 clusters Score -883322.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -883487.437500 Penalty: 4450.845215
	Iteration 13Q: 3 clusters Score -883487.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -883647.687500 Penalty: 4450.845215
	Iteration 14Q: 3 clusters Score -883647.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -883797.187500 Penalty: 4450.845215
	Iteration 15Q: 3 clusters Score -883797.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -883925.187500 Penalty: 4450.845215
	Iteration 16Q: 3 clusters Score -883925.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -884041.750000 Penalty: 4450.845215
	Iteration 17Q: 3 clusters Score -884041.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -884119.437500 Penalty: 4450.845215
	Iteration 18Q: 3 clusters Score -884119.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -884188.937500 Penalty: 4450.845215
	Iteration 19Q: 3 clusters Score -884188.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -884241.562500 Penalty: 4450.845215
	Iteration 20F: 3 clusters Score -884241.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -884299.500000 Penalty: 4450.845215
	Iteration 21Q: 3 clusters Score -884299.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -884343.250000 Penalty: 4450.845215
	Iteration 22Q: 3 clusters Score -884343.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -884381.687500 Penalty: 4450.845215
	Iteration 23Q: 3 clusters Score -884381.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -884411.187500 Penalty: 4450.845215
	Iteration 24Q: 3 clusters Score -884411.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -884434.187500 Penalty: 4450.845215
	Iteration 25Q: 3 clusters Score -884434.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -884453.750000 Penalty: 4450.845215
	Iteration 26Q: 3 clusters Score -884453.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -884470.437500 Penalty: 4450.845215
	Iteration 27Q: 3 clusters Score -884470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -884479.125000 Penalty: 4450.845215
	Iteration 28Q: 3 clusters Score -884479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -884489.312500 Penalty: 4450.845215
	Iteration 29Q: 3 clusters Score -884489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -884493.375000 Penalty: 4450.845215
	Iteration 30Q: 3 clusters Score -884493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -884498.437500 Penalty: 4450.845215
	Iteration 31Q: 3 clusters Score -884498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -884501.312500 Penalty: 4450.845215
	Iteration 32Q: 3 clusters Score -884501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -884505.687500 Penalty: 4450.845215
	Iteration 33Q: 3 clusters Score -884505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -884511.375000 Penalty: 4450.845215
	Iteration 34Q: 3 clusters Score -884511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -884514.312500 Penalty: 4450.845215
	Iteration 35Q: 3 clusters Score -884514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -884516.000000 Penalty: 4450.845215
	Iteration 36Q: 3 clusters Score -884516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -884516.750000 Penalty: 4450.845215
	Iteration 37Q: 3 clusters Score -884516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -884518.000000 Penalty: 4450.845215
	Iteration 38Q: 3 clusters Score -884518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -884519.312500 Penalty: 4450.845215
	Iteration 39Q: 3 clusters Score -884519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -884522.250000 Penalty: 4450.845215
	Iteration 40F: 3 clusters Score -884522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -884526.000000 Penalty: 4450.845215
	Iteration 41Q: 3 clusters Score -884526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -884527.375000 Penalty: 4450.845215
	Iteration 42Q: 3 clusters Score -884527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -884527.375000 Penalty: 4450.845215
	Iteration 43F: 3 clusters Score -884527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96537.812500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -96537.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94674.984375 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -94674.98 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95033.570312 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -95033.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95200.414062 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -95200.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95353.726562 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -95353.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -95584.632812 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -95584.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95700.562500 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -95700.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -95750.125000 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -95750.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95804.351562 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -95804.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95836.984375 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -95836.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95870.242188 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -95870.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -95898.109375 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -95898.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -95924.679688 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -95924.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95951.320312 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -95951.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95959.046875 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -95959.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -95970.312500 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -95970.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -95983.164062 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -95983.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95991.398438 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -95991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96008.898438 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -96008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96019.640625 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -96019.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96024.484375 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -96024.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96025.570312 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -96025.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -96027.187500 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -96027.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -96027.187500 Penalty: 3378.377197
	Iteration 22F: 3 clusters Score -96027.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -2409766.500000 Penalty: 2467.656494
	Iteration 0F: 2 clusters Score -2409766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2395165.750000 Penalty: 4935.312988
	Iteration 0F: 3 clusters Score -2395166 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2400147.250000 Penalty: 4935.312988
	Iteration 1F: 3 clusters Score -2400147 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2400620.500000 Penalty: 4935.312988
	Iteration 2F: 3 clusters Score -2400620 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2400994.000000 Penalty: 4935.312988
	Iteration 3Q: 3 clusters Score -2400994 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2401356.000000 Penalty: 4935.312988
	Iteration 4Q: 3 clusters Score -2401356 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2401757.750000 Penalty: 4935.312988
	Iteration 5Q: 3 clusters Score -2401758 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2402240.000000 Penalty: 4935.312988
	Iteration 6Q: 3 clusters Score -2402240 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2402916.500000 Penalty: 4935.312988
	Iteration 7F: 3 clusters Score -2402916 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2403858.250000 Penalty: 4935.312988
	Iteration 8F: 3 clusters Score -2403858 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2405086.750000 Penalty: 4935.312988
	Iteration 9F: 3 clusters Score -2405087 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2406375.250000 Penalty: 4935.312988
	Iteration 10F: 3 clusters Score -2406375 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2407428.000000 Penalty: 4935.312988
	Iteration 11F: 3 clusters Score -2407428 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2408111.000000 Penalty: 4935.312988
	Iteration 12Q: 3 clusters Score -2408111 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2408486.000000 Penalty: 4935.312988
	Iteration 13Q: 3 clusters Score -2408486 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2408648.500000 Penalty: 4935.312988
	Iteration 14Q: 3 clusters Score -2408648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2408783.750000 Penalty: 4935.312988
	Iteration 15Q: 3 clusters Score -2408784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2408882.500000 Penalty: 4935.312988
	Iteration 16Q: 3 clusters Score -2408882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2408939.500000 Penalty: 4935.312988
	Iteration 17Q: 3 clusters Score -2408940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2408986.000000 Penalty: 4935.312988
	Iteration 18Q: 3 clusters Score -2408986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2409010.500000 Penalty: 4935.312988
	Iteration 19Q: 3 clusters Score -2409010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2409041.000000 Penalty: 4935.312988
	Iteration 20F: 3 clusters Score -2409041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2409055.250000 Penalty: 4935.312988
	Iteration 21Q: 3 clusters Score -2409055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2409062.750000 Penalty: 4935.312988
	Iteration 22Q: 3 clusters Score -2409063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2409079.750000 Penalty: 4935.312988
	Iteration 23Q: 3 clusters Score -2409080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2409084.000000 Penalty: 4935.312988
	Iteration 24Q: 3 clusters Score -2409084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2409086.750000 Penalty: 4935.312988
	Iteration 25Q: 3 clusters Score -2409087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2409087.500000 Penalty: 4935.312988
	Iteration 26Q: 3 clusters Score -2409088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2409091.500000 Penalty: 4935.312988
	Iteration 27Q: 3 clusters Score -2409092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2409091.250000 Penalty: 4935.312988
	Iteration 28Q: 3 clusters Score -2409091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2409101.000000 Penalty: 4935.312988
	Iteration 29Q: 3 clusters Score -2409101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2409103.000000 Penalty: 4935.312988
	Iteration 30Q: 3 clusters Score -2409103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2409101.250000 Penalty: 4935.312988
	Iteration 31Q: 3 clusters Score -2409101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2409098.500000 Penalty: 4935.312988
	Iteration 32Q: 3 clusters Score -2409098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2409098.500000 Penalty: 4935.312988
	Iteration 33F: 3 clusters Score -2409098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -655777.812500 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -655777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -650103.625000 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -650103.6 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -652135.812500 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -652135.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -652904.562500 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -652904.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -653422.625000 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -653422.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -653828.375000 Penalty: 4383.849609
	Iteration 4F: 3 clusters Score -653828.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -654133.000000 Penalty: 4383.849609
	Iteration 5F: 3 clusters Score -654133 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -654379.437500 Penalty: 4383.849609
	Iteration 6Q: 3 clusters Score -654379.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -654544.875000 Penalty: 4383.849609
	Iteration 7Q: 3 clusters Score -654544.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -654644.562500 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -654644.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -654709.437500 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -654709.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -654755.312500 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -654755.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -654785.562500 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -654785.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -654810.812500 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -654810.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -654830.500000 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -654830.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -654851.812500 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -654851.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -654864.375000 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -654864.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -654873.250000 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -654873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -654884.375000 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -654884.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -654897.500000 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -654897.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -654909.437500 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -654909.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -654917.312500 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -654917.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -654926.437500 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -654926.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -654932.625000 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -654932.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -654937.562500 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -654937.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -654941.812500 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -654941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -654943.937500 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -654943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -654947.062500 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -654947.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -654952.562500 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -654952.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -654955.500000 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -654955.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -654958.250000 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -654958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -654960.812500 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -654960.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -654962.562500 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -654962.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -654966.062500 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -654966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -654969.312500 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -654969.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -654970.250000 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -654970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -654970.125000 Penalty: 4383.849609
	Iteration 35Q: 3 clusters Score -654970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -654971.437500 Penalty: 4383.849609
	Iteration 36Q: 3 clusters Score -654971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -654971.562500 Penalty: 4383.849609
	Iteration 37Q: 3 clusters Score -654971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -654971.562500 Penalty: 4383.849609
	Iteration 38F: 3 clusters Score -654971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -945510.437500 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -945510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -938093.812500 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -938093.8 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -940831.375000 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -940831.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -941753.625000 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -941753.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -942614.312500 Penalty: 4551.530762
	Iteration 3F: 3 clusters Score -942614.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -943188.250000 Penalty: 4551.530762
	Iteration 4F: 3 clusters Score -943188.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -943504.500000 Penalty: 4551.530762
	Iteration 5F: 3 clusters Score -943504.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -943663.125000 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -943663.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -943741.937500 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -943741.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -943803.125000 Penalty: 4551.530762
	Iteration 8Q: 3 clusters Score -943803.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -943849.687500 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -943849.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -943886.812500 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -943886.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -943918.312500 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -943918.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -943948.812500 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -943948.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -943978.125000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -943978.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -944001.687500 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -944001.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -944020.750000 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -944020.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -944039.625000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -944039.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -944062.500000 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -944062.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -944088.812500 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -944088.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -944109.187500 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -944109.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -944122.750000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -944122.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -944136.375000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -944136.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -944151.562500 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -944151.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -944165.750000 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -944165.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -944179.312500 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -944179.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -944199.125000 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -944199.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -944218.562500 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -944218.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -944242.750000 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -944242.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -944266.125000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -944266.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -944283.062500 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -944283.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -944292.250000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -944292.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -944299.812500 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -944299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -944305.062500 Penalty: 4551.530762
	Iteration 32Q: 3 clusters Score -944305.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -944309.000000 Penalty: 4551.530762
	Iteration 33Q: 3 clusters Score -944309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -944313.625000 Penalty: 4551.530762
	Iteration 34Q: 3 clusters Score -944313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -944318.000000 Penalty: 4551.530762
	Iteration 35Q: 3 clusters Score -944318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -944321.562500 Penalty: 4551.530762
	Iteration 36Q: 3 clusters Score -944321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -944323.187500 Penalty: 4551.530762
	Iteration 37Q: 3 clusters Score -944323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -944325.812500 Penalty: 4551.530762
	Iteration 38Q: 3 clusters Score -944325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -944324.937500 Penalty: 4551.530762
	Iteration 39Q: 3 clusters Score -944324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -944327.000000 Penalty: 4551.530762
	Iteration 40F: 3 clusters Score -944327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -944329.375000 Penalty: 4551.530762
	Iteration 41Q: 3 clusters Score -944329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -944331.250000 Penalty: 4551.530762
	Iteration 42Q: 3 clusters Score -944331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -944330.187500 Penalty: 4551.530762
	Iteration 43Q: 3 clusters Score -944330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -944330.750000 Penalty: 4551.530762
	Iteration 44Q: 3 clusters Score -944330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -944330.750000 Penalty: 4551.530762
	Iteration 45F: 3 clusters Score -944330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -677413.187500 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -677413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -671749.500000 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -671749.5 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -673443.375000 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -673443.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -673944.250000 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -673944.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -674388.562500 Penalty: 4380.746094
	Iteration 3F: 3 clusters Score -674388.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -674852.062500 Penalty: 4380.746094
	Iteration 4F: 3 clusters Score -674852.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -675232.500000 Penalty: 4380.746094
	Iteration 5F: 3 clusters Score -675232.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -675527.625000 Penalty: 4380.746094
	Iteration 6F: 3 clusters Score -675527.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -675799.187500 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -675799.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -676068.062500 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -676068.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -676321.000000 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -676321 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -676558.875000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -676558.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -676766.625000 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -676766.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -676961.687500 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -676961.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -677119.062500 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -677119.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -677250.062500 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -677250.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -677370.250000 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -677370.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -677470.125000 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -677470.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -677568.437500 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -677568.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -677694.187500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -677694.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -677875.062500 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -677875.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -678147.187500 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -678147.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -678419.625000 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -678419.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -678654.187500 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -678654.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -678783.125000 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -678783.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -678853.312500 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -678853.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -678879.125000 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -678879.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -678889.250000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -678889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -678894.500000 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -678894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -678898.437500 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -678898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -678898.312500 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -678898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -678900.625000 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -678900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -678900.625000 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -678900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -678901.437500 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -678901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -678902.062500 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -678902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -678903.437500 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -678903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -678903.000000 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -678903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -678904.687500 Penalty: 4380.746094
	Iteration 36Q: 3 clusters Score -678904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -678904.687500 Penalty: 4380.746094
	Iteration 37F: 3 clusters Score -678904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 7691 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Entering Unmasked Estep 
Score: -212264720.000000 Penalty: 344936.593750
Splitting cluster 44 changes total score from -212260784.000000 to -212264720.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 45 (24083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Entering Unmasked Estep 
Score: -2748621.000000 Penalty: 2502.136719
	Iteration 0F: 2 clusters Score -2748621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2731895.250000 Penalty: 5004.273438
	Iteration 0F: 3 clusters Score -2731895 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2737725.500000 Penalty: 5004.273438
	Iteration 1F: 3 clusters Score -2737726 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2738346.000000 Penalty: 5004.273438
	Iteration 2F: 3 clusters Score -2738346 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2739061.000000 Penalty: 5004.273438
	Iteration 3F: 3 clusters Score -2739061 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2739861.750000 Penalty: 5004.273438
	Iteration 4F: 3 clusters Score -2739862 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2740827.000000 Penalty: 5004.273438
	Iteration 5F: 3 clusters Score -2740827 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2741987.750000 Penalty: 5004.273438
	Iteration 6F: 3 clusters Score -2741988 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2743325.250000 Penalty: 5004.273438
	Iteration 7F: 3 clusters Score -2743325 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2744664.000000 Penalty: 5004.273438
	Iteration 8F: 3 clusters Score -2744664 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2745629.000000 Penalty: 5004.273438
	Iteration 9Q: 3 clusters Score -2745629 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2746104.750000 Penalty: 5004.273438
	Iteration 10Q: 3 clusters Score -2746105 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2746392.750000 Penalty: 5004.273438
	Iteration 11Q: 3 clusters Score -2746393 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2746622.000000 Penalty: 5004.273438
	Iteration 12Q: 3 clusters Score -2746622 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2746804.750000 Penalty: 5004.273438
	Iteration 13Q: 3 clusters Score -2746805 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2746968.250000 Penalty: 5004.273438
	Iteration 14Q: 3 clusters Score -2746968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2747108.500000 Penalty: 5004.273438
	Iteration 15Q: 3 clusters Score -2747108 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2747211.250000 Penalty: 5004.273438
	Iteration 16Q: 3 clusters Score -2747211 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2747293.250000 Penalty: 5004.273438
	Iteration 17Q: 3 clusters Score -2747293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2747344.000000 Penalty: 5004.273438
	Iteration 18Q: 3 clusters Score -2747344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2747412.000000 Penalty: 5004.273438
	Iteration 19Q: 3 clusters Score -2747412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2747438.000000 Penalty: 5004.273438
	Iteration 20F: 3 clusters Score -2747438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2747466.250000 Penalty: 5004.273438
	Iteration 21Q: 3 clusters Score -2747466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2747479.000000 Penalty: 5004.273438
	Iteration 22Q: 3 clusters Score -2747479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2747510.500000 Penalty: 5004.273438
	Iteration 23Q: 3 clusters Score -2747510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2747517.250000 Penalty: 5004.273438
	Iteration 24Q: 3 clusters Score -2747517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2747523.250000 Penalty: 5004.273438
	Iteration 25Q: 3 clusters Score -2747523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2747538.500000 Penalty: 5004.273438
	Iteration 26Q: 3 clusters Score -2747538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2747546.750000 Penalty: 5004.273438
	Iteration 27Q: 3 clusters Score -2747547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2747553.250000 Penalty: 5004.273438
	Iteration 28Q: 3 clusters Score -2747553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2747565.750000 Penalty: 5004.273438
	Iteration 29Q: 3 clusters Score -2747566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2747562.250000 Penalty: 5004.273438
	Iteration 30Q: 3 clusters Score -2747562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2747556.500000 Penalty: 5004.273438
	Iteration 31Q: 3 clusters Score -2747556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2747556.250000 Penalty: 5004.273438
	Iteration 32Q: 3 clusters Score -2747556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2747557.000000 Penalty: 5004.273438
	Iteration 33Q: 3 clusters Score -2747557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2747558.500000 Penalty: 5004.273438
	Iteration 34Q: 3 clusters Score -2747558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2747560.250000 Penalty: 5004.273438
	Iteration 35Q: 3 clusters Score -2747560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2747561.500000 Penalty: 5004.273438
	Iteration 36Q: 3 clusters Score -2747562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2747562.250000 Penalty: 5004.273438
	Iteration 37Q: 3 clusters Score -2747562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2747563.250000 Penalty: 5004.273438
	Iteration 38Q: 3 clusters Score -2747563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2747563.250000 Penalty: 5004.273438
	Iteration 39F: 3 clusters Score -2747563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -861601.187500 Penalty: 2214.467285
	Iteration 0F: 2 clusters Score -861601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -855485.875000 Penalty: 4428.934570
	Iteration 0F: 3 clusters Score -855485.9 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -857152.812500 Penalty: 4428.934570
	Iteration 1F: 3 clusters Score -857152.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -857450.812500 Penalty: 4428.934570
	Iteration 2F: 3 clusters Score -857450.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -857728.250000 Penalty: 4428.934570
	Iteration 3F: 3 clusters Score -857728.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -857988.500000 Penalty: 4428.934570
	Iteration 4F: 3 clusters Score -857988.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -858204.437500 Penalty: 4428.934570
	Iteration 5F: 3 clusters Score -858204.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -858383.875000 Penalty: 4428.934570
	Iteration 6Q: 3 clusters Score -858383.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -858548.312500 Penalty: 4428.934570
	Iteration 7Q: 3 clusters Score -858548.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -858684.625000 Penalty: 4428.934570
	Iteration 8Q: 3 clusters Score -858684.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -858803.375000 Penalty: 4428.934570
	Iteration 9Q: 3 clusters Score -858803.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -858894.187500 Penalty: 4428.934570
	Iteration 10Q: 3 clusters Score -858894.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -858955.937500 Penalty: 4428.934570
	Iteration 11Q: 3 clusters Score -858955.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -859000.250000 Penalty: 4428.934570
	Iteration 12Q: 3 clusters Score -859000.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -859038.250000 Penalty: 4428.934570
	Iteration 13Q: 3 clusters Score -859038.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -859064.000000 Penalty: 4428.934570
	Iteration 14Q: 3 clusters Score -859064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -859091.750000 Penalty: 4428.934570
	Iteration 15Q: 3 clusters Score -859091.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -859103.687500 Penalty: 4428.934570
	Iteration 16Q: 3 clusters Score -859103.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -859119.250000 Penalty: 4428.934570
	Iteration 17Q: 3 clusters Score -859119.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -859135.875000 Penalty: 4428.934570
	Iteration 18Q: 3 clusters Score -859135.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -859148.812500 Penalty: 4428.934570
	Iteration 19Q: 3 clusters Score -859148.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -859163.812500 Penalty: 4428.934570
	Iteration 20F: 3 clusters Score -859163.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -859174.187500 Penalty: 4428.934570
	Iteration 21Q: 3 clusters Score -859174.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -859183.500000 Penalty: 4428.934570
	Iteration 22Q: 3 clusters Score -859183.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -859187.875000 Penalty: 4428.934570
	Iteration 23Q: 3 clusters Score -859187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -859196.750000 Penalty: 4428.934570
	Iteration 24Q: 3 clusters Score -859196.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -859205.187500 Penalty: 4428.934570
	Iteration 25Q: 3 clusters Score -859205.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -859210.875000 Penalty: 4428.934570
	Iteration 26Q: 3 clusters Score -859210.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -859218.750000 Penalty: 4428.934570
	Iteration 27Q: 3 clusters Score -859218.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -859225.875000 Penalty: 4428.934570
	Iteration 28Q: 3 clusters Score -859225.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -859236.687500 Penalty: 4428.934570
	Iteration 29Q: 3 clusters Score -859236.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -859241.687500 Penalty: 4428.934570
	Iteration 30Q: 3 clusters Score -859241.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -859249.687500 Penalty: 4428.934570
	Iteration 31Q: 3 clusters Score -859249.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -859254.875000 Penalty: 4428.934570
	Iteration 32Q: 3 clusters Score -859254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -859260.187500 Penalty: 4428.934570
	Iteration 33Q: 3 clusters Score -859260.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -859262.562500 Penalty: 4428.934570
	Iteration 34Q: 3 clusters Score -859262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -859265.875000 Penalty: 4428.934570
	Iteration 35Q: 3 clusters Score -859265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -859266.250000 Penalty: 4428.934570
	Iteration 36Q: 3 clusters Score -859266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -859269.250000 Penalty: 4428.934570
	Iteration 37Q: 3 clusters Score -859269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -859273.687500 Penalty: 4428.934570
	Iteration 38Q: 3 clusters Score -859273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -859276.562500 Penalty: 4428.934570
	Iteration 39Q: 3 clusters Score -859276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -859279.125000 Penalty: 4428.934570
	Iteration 40F: 3 clusters Score -859279.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -859281.187500 Penalty: 4428.934570
	Iteration 41Q: 3 clusters Score -859281.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -859292.625000 Penalty: 4428.934570
	Iteration 42Q: 3 clusters Score -859292.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -859302.250000 Penalty: 4428.934570
	Iteration 43Q: 3 clusters Score -859302.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -859316.562500 Penalty: 4428.934570
	Iteration 44Q: 3 clusters Score -859316.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -859322.875000 Penalty: 4428.934570
	Iteration 45Q: 3 clusters Score -859322.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -859330.875000 Penalty: 4428.934570
	Iteration 46Q: 3 clusters Score -859330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -859337.125000 Penalty: 4428.934570
	Iteration 47Q: 3 clusters Score -859337.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -859347.562500 Penalty: 4428.934570
	Iteration 48Q: 3 clusters Score -859347.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -859361.187500 Penalty: 4428.934570
	Iteration 49Q: 3 clusters Score -859361.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -859376.312500 Penalty: 4428.934570
	Iteration 50Q: 3 clusters Score -859376.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -859393.062500 Penalty: 4428.934570
	Iteration 51Q: 3 clusters Score -859393.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -859403.625000 Penalty: 4428.934570
	Iteration 52Q: 3 clusters Score -859403.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -859409.812500 Penalty: 4428.934570
	Iteration 53Q: 3 clusters Score -859409.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -859418.437500 Penalty: 4428.934570
	Iteration 54Q: 3 clusters Score -859418.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -859420.000000 Penalty: 4428.934570
	Iteration 55Q: 3 clusters Score -859420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -859423.187500 Penalty: 4428.934570
	Iteration 56Q: 3 clusters Score -859423.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -859426.687500 Penalty: 4428.934570
	Iteration 57Q: 3 clusters Score -859426.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -859429.437500 Penalty: 4428.934570
	Iteration 58Q: 3 clusters Score -859429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -859432.937500 Penalty: 4428.934570
	Iteration 59Q: 3 clusters Score -859432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -859437.000000 Penalty: 4428.934570
	Iteration 60F: 3 clusters Score -859437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -859437.562500 Penalty: 4428.934570
	Iteration 61Q: 3 clusters Score -859437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -859437.250000 Penalty: 4428.934570
	Iteration 62Q: 3 clusters Score -859437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -859438.562500 Penalty: 4428.934570
	Iteration 63Q: 3 clusters Score -859438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -859438.750000 Penalty: 4428.934570
	Iteration 64Q: 3 clusters Score -859438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -859438.875000 Penalty: 4428.934570
	Iteration 65Q: 3 clusters Score -859438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -859440.750000 Penalty: 4428.934570
	Iteration 66Q: 3 clusters Score -859440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -859440.687500 Penalty: 4428.934570
	Iteration 67Q: 3 clusters Score -859440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -859440.750000 Penalty: 4428.934570
	Iteration 68Q: 3 clusters Score -859440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -859440.562500 Penalty: 4428.934570
	Iteration 69Q: 3 clusters Score -859440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -859441.875000 Penalty: 4428.934570
	Iteration 70Q: 3 clusters Score -859441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -859441.687500 Penalty: 4428.934570
	Iteration 71Q: 3 clusters Score -859441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -859440.687500 Penalty: 4428.934570
	Iteration 72Q: 3 clusters Score -859440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -859440.687500 Penalty: 4428.934570
	Iteration 73F: 3 clusters Score -859440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Entering Unmasked Estep 
Score: -957467.062500 Penalty: 2267.231201
	Iteration 0F: 2 clusters Score -957467.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -950259.437500 Penalty: 4534.462402
	Iteration 0F: 3 clusters Score -950259.4 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -952579.812500 Penalty: 4534.462402
	Iteration 1F: 3 clusters Score -952579.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -953138.625000 Penalty: 4534.462402
	Iteration 2F: 3 clusters Score -953138.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -953610.000000 Penalty: 4534.462402
	Iteration 3F: 3 clusters Score -953610 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -954078.500000 Penalty: 4534.462402
	Iteration 4F: 3 clusters Score -954078.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -954687.812500 Penalty: 4534.462402
	Iteration 5F: 3 clusters Score -954687.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -955223.187500 Penalty: 4534.462402
	Iteration 6F: 3 clusters Score -955223.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -955684.937500 Penalty: 4534.462402
	Iteration 7F: 3 clusters Score -955684.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -956054.000000 Penalty: 4534.462402
	Iteration 8Q: 3 clusters Score -956054 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -956371.375000 Penalty: 4534.462402
	Iteration 9Q: 3 clusters Score -956371.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -956630.250000 Penalty: 4534.462402
	Iteration 10Q: 3 clusters Score -956630.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -956815.000000 Penalty: 4534.462402
	Iteration 11Q: 3 clusters Score -956815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -956948.312500 Penalty: 4534.462402
	Iteration 12Q: 3 clusters Score -956948.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -957034.937500 Penalty: 4534.462402
	Iteration 13Q: 3 clusters Score -957034.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -957074.000000 Penalty: 4534.462402
	Iteration 14Q: 3 clusters Score -957074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -957101.375000 Penalty: 4534.462402
	Iteration 15Q: 3 clusters Score -957101.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -957115.125000 Penalty: 4534.462402
	Iteration 16Q: 3 clusters Score -957115.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -957125.625000 Penalty: 4534.462402
	Iteration 17Q: 3 clusters Score -957125.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -957132.750000 Penalty: 4534.462402
	Iteration 18Q: 3 clusters Score -957132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -957138.062500 Penalty: 4534.462402
	Iteration 19Q: 3 clusters Score -957138.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -957139.812500 Penalty: 4534.462402
	Iteration 20F: 3 clusters Score -957139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -957141.000000 Penalty: 4534.462402
	Iteration 21Q: 3 clusters Score -957141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -957141.625000 Penalty: 4534.462402
	Iteration 22Q: 3 clusters Score -957141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -957142.500000 Penalty: 4534.462402
	Iteration 23Q: 3 clusters Score -957142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -957142.000000 Penalty: 4534.462402
	Iteration 24Q: 3 clusters Score -957142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -957145.062500 Penalty: 4534.462402
	Iteration 25Q: 3 clusters Score -957145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -957147.500000 Penalty: 4534.462402
	Iteration 26Q: 3 clusters Score -957147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -957145.812500 Penalty: 4534.462402
	Iteration 27Q: 3 clusters Score -957145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -957148.875000 Penalty: 4534.462402
	Iteration 28Q: 3 clusters Score -957148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -957149.562500 Penalty: 4534.462402
	Iteration 29Q: 3 clusters Score -957149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -957146.437500 Penalty: 4534.462402
	Iteration 30Q: 3 clusters Score -957146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -957148.000000 Penalty: 4534.462402
	Iteration 31Q: 3 clusters Score -957148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -957148.750000 Penalty: 4534.462402
	Iteration 32Q: 3 clusters Score -957148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -957150.187500 Penalty: 4534.462402
	Iteration 33Q: 3 clusters Score -957150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -957150.937500 Penalty: 4534.462402
	Iteration 34Q: 3 clusters Score -957150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -957151.812500 Penalty: 4534.462402
	Iteration 35Q: 3 clusters Score -957151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -957152.500000 Penalty: 4534.462402
	Iteration 36Q: 3 clusters Score -957152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -957152.500000 Penalty: 4534.462402
	Iteration 37F: 3 clusters Score -957152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Entering Unmasked Estep 
Score: -4886446.000000 Penalty: 2641.061279
	Iteration 0F: 2 clusters Score -4886446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4858001.000000 Penalty: 5282.122559
	Iteration 0F: 3 clusters Score -4858001 nChanged 19300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4868652.000000 Penalty: 5282.122559
	Iteration 1F: 3 clusters Score -4868652 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4869212.500000 Penalty: 5282.122559
	Iteration 2Q: 3 clusters Score -4869212 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4869745.000000 Penalty: 5282.122559
	Iteration 3Q: 3 clusters Score -4869745 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4870270.000000 Penalty: 5282.122559
	Iteration 4Q: 3 clusters Score -4870270 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4870793.500000 Penalty: 5282.122559
	Iteration 5Q: 3 clusters Score -4870794 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4871377.000000 Penalty: 5282.122559
	Iteration 6Q: 3 clusters Score -4871377 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4872196.500000 Penalty: 5282.122559
	Iteration 7Q: 3 clusters Score -4872196 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4873326.000000 Penalty: 5282.122559
	Iteration 8Q: 3 clusters Score -4873326 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4874850.500000 Penalty: 5282.122559
	Iteration 9F: 3 clusters Score -4874850 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -4876747.500000 Penalty: 5282.122559
	Iteration 10F: 3 clusters Score -4876748 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4878801.000000 Penalty: 5282.122559
	Iteration 11F: 3 clusters Score -4878801 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4880623.500000 Penalty: 5282.122559
	Iteration 12F: 3 clusters Score -4880624 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4881939.000000 Penalty: 5282.122559
	Iteration 13Q: 3 clusters Score -4881939 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4882870.500000 Penalty: 5282.122559
	Iteration 14Q: 3 clusters Score -4882870 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4883390.500000 Penalty: 5282.122559
	Iteration 15Q: 3 clusters Score -4883390 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4883686.000000 Penalty: 5282.122559
	Iteration 16Q: 3 clusters Score -4883686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4883871.500000 Penalty: 5282.122559
	Iteration 17Q: 3 clusters Score -4883872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4883981.000000 Penalty: 5282.122559
	Iteration 18Q: 3 clusters Score -4883981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4884056.500000 Penalty: 5282.122559
	Iteration 19Q: 3 clusters Score -4884056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4884117.500000 Penalty: 5282.122559
	Iteration 20F: 3 clusters Score -4884118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4884149.500000 Penalty: 5282.122559
	Iteration 21Q: 3 clusters Score -4884150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4884179.500000 Penalty: 5282.122559
	Iteration 22Q: 3 clusters Score -4884180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4884186.500000 Penalty: 5282.122559
	Iteration 23Q: 3 clusters Score -4884186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4884188.000000 Penalty: 5282.122559
	Iteration 24Q: 3 clusters Score -4884188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4884195.000000 Penalty: 5282.122559
	Iteration 25Q: 3 clusters Score -4884195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4884209.000000 Penalty: 5282.122559
	Iteration 26Q: 3 clusters Score -4884209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4884210.500000 Penalty: 5282.122559
	Iteration 27Q: 3 clusters Score -4884210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4884213.000000 Penalty: 5282.122559
	Iteration 28Q: 3 clusters Score -4884213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4884216.000000 Penalty: 5282.122559
	Iteration 29Q: 3 clusters Score -4884216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4884216.000000 Penalty: 5282.122559
	Iteration 30Q: 3 clusters Score -4884216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4884221.500000 Penalty: 5282.122559
	Iteration 31Q: 3 clusters Score -4884222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4884228.500000 Penalty: 5282.122559
	Iteration 32Q: 3 clusters Score -4884228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4884236.000000 Penalty: 5282.122559
	Iteration 33Q: 3 clusters Score -4884236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4884240.500000 Penalty: 5282.122559
	Iteration 34Q: 3 clusters Score -4884240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4884247.000000 Penalty: 5282.122559
	Iteration 35Q: 3 clusters Score -4884247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4884247.000000 Penalty: 5282.122559
	Iteration 36Q: 3 clusters Score -4884247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4884246.500000 Penalty: 5282.122559
	Iteration 37Q: 3 clusters Score -4884246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4884241.500000 Penalty: 5282.122559
	Iteration 38Q: 3 clusters Score -4884242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4884241.500000 Penalty: 5282.122559
	Iteration 39F: 3 clusters Score -4884242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Entering Unmasked Estep 
Score: -1165276.625000 Penalty: 2319.277832
	Iteration 0F: 2 clusters Score -1165277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1156736.125000 Penalty: 4638.555664
	Iteration 0F: 3 clusters Score -1156736 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1159646.125000 Penalty: 4638.555664
	Iteration 1F: 3 clusters Score -1159646 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1160340.125000 Penalty: 4638.555664
	Iteration 2F: 3 clusters Score -1160340 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1160946.125000 Penalty: 4638.555664
	Iteration 3F: 3 clusters Score -1160946 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1161422.375000 Penalty: 4638.555664
	Iteration 4F: 3 clusters Score -1161422 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1161802.875000 Penalty: 4638.555664
	Iteration 5F: 3 clusters Score -1161803 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1162110.000000 Penalty: 4638.555664
	Iteration 6Q: 3 clusters Score -1162110 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1162333.625000 Penalty: 4638.555664
	Iteration 7Q: 3 clusters Score -1162334 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1162520.000000 Penalty: 4638.555664
	Iteration 8Q: 3 clusters Score -1162520 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1162678.250000 Penalty: 4638.555664
	Iteration 9Q: 3 clusters Score -1162678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1162832.375000 Penalty: 4638.555664
	Iteration 10Q: 3 clusters Score -1162832 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1162960.625000 Penalty: 4638.555664
	Iteration 11Q: 3 clusters Score -1162961 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1163080.000000 Penalty: 4638.555664
	Iteration 12Q: 3 clusters Score -1163080 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1163167.875000 Penalty: 4638.555664
	Iteration 13Q: 3 clusters Score -1163168 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1163252.250000 Penalty: 4638.555664
	Iteration 14Q: 3 clusters Score -1163252 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1163327.125000 Penalty: 4638.555664
	Iteration 15Q: 3 clusters Score -1163327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1163377.375000 Penalty: 4638.555664
	Iteration 16Q: 3 clusters Score -1163377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1163418.000000 Penalty: 4638.555664
	Iteration 17Q: 3 clusters Score -1163418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1163452.125000 Penalty: 4638.555664
	Iteration 18Q: 3 clusters Score -1163452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1163476.500000 Penalty: 4638.555664
	Iteration 19Q: 3 clusters Score -1163476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1163497.250000 Penalty: 4638.555664
	Iteration 20F: 3 clusters Score -1163497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1163515.375000 Penalty: 4638.555664
	Iteration 21Q: 3 clusters Score -1163515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1163526.500000 Penalty: 4638.555664
	Iteration 22Q: 3 clusters Score -1163526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1163535.625000 Penalty: 4638.555664
	Iteration 23Q: 3 clusters Score -1163536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1163541.250000 Penalty: 4638.555664
	Iteration 24Q: 3 clusters Score -1163541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1163538.750000 Penalty: 4638.555664
	Iteration 25Q: 3 clusters Score -1163539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1163546.250000 Penalty: 4638.555664
	Iteration 26Q: 3 clusters Score -1163546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1163549.375000 Penalty: 4638.555664
	Iteration 27Q: 3 clusters Score -1163549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1163554.375000 Penalty: 4638.555664
	Iteration 28Q: 3 clusters Score -1163554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1163559.625000 Penalty: 4638.555664
	Iteration 29Q: 3 clusters Score -1163560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1163560.875000 Penalty: 4638.555664
	Iteration 30Q: 3 clusters Score -1163561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1163561.250000 Penalty: 4638.555664
	Iteration 31Q: 3 clusters Score -1163561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1163568.125000 Penalty: 4638.555664
	Iteration 32Q: 3 clusters Score -1163568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1163569.125000 Penalty: 4638.555664
	Iteration 33Q: 3 clusters Score -1163569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1163571.250000 Penalty: 4638.555664
	Iteration 34Q: 3 clusters Score -1163571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1163576.125000 Penalty: 4638.555664
	Iteration 35Q: 3 clusters Score -1163576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1163578.250000 Penalty: 4638.555664
	Iteration 36Q: 3 clusters Score -1163578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1163580.250000 Penalty: 4638.555664
	Iteration 37Q: 3 clusters Score -1163580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1163582.375000 Penalty: 4638.555664
	Iteration 38Q: 3 clusters Score -1163582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1163588.125000 Penalty: 4638.555664
	Iteration 39Q: 3 clusters Score -1163588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1163596.000000 Penalty: 4638.555664
	Iteration 40F: 3 clusters Score -1163596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1163596.250000 Penalty: 4638.555664
	Iteration 41Q: 3 clusters Score -1163596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1163598.375000 Penalty: 4638.555664
	Iteration 42Q: 3 clusters Score -1163598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1163600.625000 Penalty: 4638.555664
	Iteration 43Q: 3 clusters Score -1163601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1163604.750000 Penalty: 4638.555664
	Iteration 44Q: 3 clusters Score -1163605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1163604.625000 Penalty: 4638.555664
	Iteration 45Q: 3 clusters Score -1163605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1163607.875000 Penalty: 4638.555664
	Iteration 46Q: 3 clusters Score -1163608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1163610.125000 Penalty: 4638.555664
	Iteration 47Q: 3 clusters Score -1163610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1163611.875000 Penalty: 4638.555664
	Iteration 48Q: 3 clusters Score -1163612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1163614.000000 Penalty: 4638.555664
	Iteration 49Q: 3 clusters Score -1163614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1163614.500000 Penalty: 4638.555664
	Iteration 50Q: 3 clusters Score -1163614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1163615.625000 Penalty: 4638.555664
	Iteration 51Q: 3 clusters Score -1163616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1163615.375000 Penalty: 4638.555664
	Iteration 52Q: 3 clusters Score -1163615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1163619.625000 Penalty: 4638.555664
	Iteration 53Q: 3 clusters Score -1163620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1163620.000000 Penalty: 4638.555664
	Iteration 54Q: 3 clusters Score -1163620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1163620.500000 Penalty: 4638.555664
	Iteration 55Q: 3 clusters Score -1163620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1163624.625000 Penalty: 4638.555664
	Iteration 56Q: 3 clusters Score -1163625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1163625.000000 Penalty: 4638.555664
	Iteration 57Q: 3 clusters Score -1163625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1163626.000000 Penalty: 4638.555664
	Iteration 58Q: 3 clusters Score -1163626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1163627.125000 Penalty: 4638.555664
	Iteration 59Q: 3 clusters Score -1163627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1163629.500000 Penalty: 4638.555664
	Iteration 60F: 3 clusters Score -1163630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1163632.125000 Penalty: 4638.555664
	Iteration 61Q: 3 clusters Score -1163632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1163636.375000 Penalty: 4638.555664
	Iteration 62Q: 3 clusters Score -1163636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1163636.250000 Penalty: 4638.555664
	Iteration 63Q: 3 clusters Score -1163636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1163636.125000 Penalty: 4638.555664
	Iteration 64Q: 3 clusters Score -1163636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1163638.125000 Penalty: 4638.555664
	Iteration 65Q: 3 clusters Score -1163638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1163636.500000 Penalty: 4638.555664
	Iteration 66Q: 3 clusters Score -1163636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1163637.750000 Penalty: 4638.555664
	Iteration 67Q: 3 clusters Score -1163638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1163637.750000 Penalty: 4638.555664
	Iteration 68F: 3 clusters Score -1163638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Entering Unmasked Estep 
Score: -1057873.625000 Penalty: 2260.038330
	Iteration 0F: 2 clusters Score -1057874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1050816.750000 Penalty: 4520.076660
	Iteration 0F: 3 clusters Score -1050817 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1052712.375000 Penalty: 4520.076660
	Iteration 1F: 3 clusters Score -1052712 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1053018.500000 Penalty: 4520.076660
	Iteration 2F: 3 clusters Score -1053018 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1053226.125000 Penalty: 4520.076660
	Iteration 3F: 3 clusters Score -1053226 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1053384.250000 Penalty: 4520.076660
	Iteration 4Q: 3 clusters Score -1053384 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1053493.125000 Penalty: 4520.076660
	Iteration 5Q: 3 clusters Score -1053493 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1053578.750000 Penalty: 4520.076660
	Iteration 6Q: 3 clusters Score -1053579 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1053643.375000 Penalty: 4520.076660
	Iteration 7Q: 3 clusters Score -1053643 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1053706.125000 Penalty: 4520.076660
	Iteration 8Q: 3 clusters Score -1053706 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1053768.875000 Penalty: 4520.076660
	Iteration 9Q: 3 clusters Score -1053769 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1053843.875000 Penalty: 4520.076660
	Iteration 10Q: 3 clusters Score -1053844 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1053941.375000 Penalty: 4520.076660
	Iteration 11Q: 3 clusters Score -1053941 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1054070.250000 Penalty: 4520.076660
	Iteration 12Q: 3 clusters Score -1054070 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1054193.375000 Penalty: 4520.076660
	Iteration 13Q: 3 clusters Score -1054193 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1054310.250000 Penalty: 4520.076660
	Iteration 14Q: 3 clusters Score -1054310 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1054436.000000 Penalty: 4520.076660
	Iteration 15Q: 3 clusters Score -1054436 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1054577.000000 Penalty: 4520.076660
	Iteration 16Q: 3 clusters Score -1054577 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1054705.375000 Penalty: 4520.076660
	Iteration 17Q: 3 clusters Score -1054705 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1054835.000000 Penalty: 4520.076660
	Iteration 18Q: 3 clusters Score -1054835 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1054987.000000 Penalty: 4520.076660
	Iteration 19Q: 3 clusters Score -1054987 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1055142.250000 Penalty: 4520.076660
	Iteration 20F: 3 clusters Score -1055142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1055291.875000 Penalty: 4520.076660
	Iteration 21Q: 3 clusters Score -1055292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1055419.625000 Penalty: 4520.076660
	Iteration 22Q: 3 clusters Score -1055420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1055527.750000 Penalty: 4520.076660
	Iteration 23Q: 3 clusters Score -1055528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1055599.375000 Penalty: 4520.076660
	Iteration 24Q: 3 clusters Score -1055599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1055656.750000 Penalty: 4520.076660
	Iteration 25Q: 3 clusters Score -1055657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1055708.750000 Penalty: 4520.076660
	Iteration 26Q: 3 clusters Score -1055709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1055755.000000 Penalty: 4520.076660
	Iteration 27Q: 3 clusters Score -1055755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1055798.000000 Penalty: 4520.076660
	Iteration 28Q: 3 clusters Score -1055798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1055824.125000 Penalty: 4520.076660
	Iteration 29Q: 3 clusters Score -1055824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1055848.625000 Penalty: 4520.076660
	Iteration 30Q: 3 clusters Score -1055849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1055861.875000 Penalty: 4520.076660
	Iteration 31Q: 3 clusters Score -1055862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1055869.750000 Penalty: 4520.076660
	Iteration 32Q: 3 clusters Score -1055870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1055876.375000 Penalty: 4520.076660
	Iteration 33Q: 3 clusters Score -1055876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1055884.875000 Penalty: 4520.076660
	Iteration 34Q: 3 clusters Score -1055885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1055894.750000 Penalty: 4520.076660
	Iteration 35Q: 3 clusters Score -1055895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1055903.625000 Penalty: 4520.076660
	Iteration 36Q: 3 clusters Score -1055904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1055914.375000 Penalty: 4520.076660
	Iteration 37Q: 3 clusters Score -1055914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1055921.750000 Penalty: 4520.076660
	Iteration 38Q: 3 clusters Score -1055922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1055928.125000 Penalty: 4520.076660
	Iteration 39Q: 3 clusters Score -1055928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1055931.750000 Penalty: 4520.076660
	Iteration 40F: 3 clusters Score -1055932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1055939.250000 Penalty: 4520.076660
	Iteration 41Q: 3 clusters Score -1055939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1055940.625000 Penalty: 4520.076660
	Iteration 42Q: 3 clusters Score -1055941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1055944.625000 Penalty: 4520.076660
	Iteration 43Q: 3 clusters Score -1055945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1055945.875000 Penalty: 4520.076660
	Iteration 44Q: 3 clusters Score -1055946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1055948.000000 Penalty: 4520.076660
	Iteration 45Q: 3 clusters Score -1055948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1055951.500000 Penalty: 4520.076660
	Iteration 46Q: 3 clusters Score -1055952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1055951.000000 Penalty: 4520.076660
	Iteration 47Q: 3 clusters Score -1055951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1055951.000000 Penalty: 4520.076660
	Iteration 48F: 3 clusters Score -1055951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Entering Unmasked Estep 
Score: -2230670.500000 Penalty: 2450.801514
	Iteration 0F: 2 clusters Score -2230670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2216973.500000 Penalty: 4901.603027
	Iteration 0F: 3 clusters Score -2216974 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2221535.500000 Penalty: 4901.603027
	Iteration 1F: 3 clusters Score -2221536 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2221897.500000 Penalty: 4901.603027
	Iteration 2F: 3 clusters Score -2221898 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2222143.250000 Penalty: 4901.603027
	Iteration 3Q: 3 clusters Score -2222143 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2222416.250000 Penalty: 4901.603027
	Iteration 4Q: 3 clusters Score -2222416 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2222682.000000 Penalty: 4901.603027
	Iteration 5Q: 3 clusters Score -2222682 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2223010.500000 Penalty: 4901.603027
	Iteration 6Q: 3 clusters Score -2223010 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2223430.500000 Penalty: 4901.603027
	Iteration 7Q: 3 clusters Score -2223430 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2224024.250000 Penalty: 4901.603027
	Iteration 8Q: 3 clusters Score -2224024 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2224827.500000 Penalty: 4901.603027
	Iteration 9F: 3 clusters Score -2224828 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2225842.000000 Penalty: 4901.603027
	Iteration 10F: 3 clusters Score -2225842 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2227081.000000 Penalty: 4901.603027
	Iteration 11F: 3 clusters Score -2227081 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2228326.500000 Penalty: 4901.603027
	Iteration 12F: 3 clusters Score -2228326 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2229145.750000 Penalty: 4901.603027
	Iteration 13Q: 3 clusters Score -2229146 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2229564.750000 Penalty: 4901.603027
	Iteration 14Q: 3 clusters Score -2229565 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2229755.750000 Penalty: 4901.603027
	Iteration 15Q: 3 clusters Score -2229756 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2229862.250000 Penalty: 4901.603027
	Iteration 16Q: 3 clusters Score -2229862 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2229910.750000 Penalty: 4901.603027
	Iteration 17Q: 3 clusters Score -2229911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2229945.250000 Penalty: 4901.603027
	Iteration 18Q: 3 clusters Score -2229945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2229962.500000 Penalty: 4901.603027
	Iteration 19Q: 3 clusters Score -2229962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2229975.250000 Penalty: 4901.603027
	Iteration 20F: 3 clusters Score -2229975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2229980.750000 Penalty: 4901.603027
	Iteration 21Q: 3 clusters Score -2229981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2229992.500000 Penalty: 4901.603027
	Iteration 22Q: 3 clusters Score -2229992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2229994.500000 Penalty: 4901.603027
	Iteration 23Q: 3 clusters Score -2229994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2229989.500000 Penalty: 4901.603027
	Iteration 24Q: 3 clusters Score -2229990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2229988.500000 Penalty: 4901.603027
	Iteration 25Q: 3 clusters Score -2229988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2229990.000000 Penalty: 4901.603027
	Iteration 26Q: 3 clusters Score -2229990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2229993.000000 Penalty: 4901.603027
	Iteration 27Q: 3 clusters Score -2229993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2229987.250000 Penalty: 4901.603027
	Iteration 28Q: 3 clusters Score -2229987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2229991.500000 Penalty: 4901.603027
	Iteration 29Q: 3 clusters Score -2229992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2229991.750000 Penalty: 4901.603027
	Iteration 30Q: 3 clusters Score -2229992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2229990.500000 Penalty: 4901.603027
	Iteration 31Q: 3 clusters Score -2229990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2229991.500000 Penalty: 4901.603027
	Iteration 32Q: 3 clusters Score -2229992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2229992.250000 Penalty: 4901.603027
	Iteration 33Q: 3 clusters Score -2229992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2229993.500000 Penalty: 4901.603027
	Iteration 34Q: 3 clusters Score -2229994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2229992.250000 Penalty: 4901.603027
	Iteration 35Q: 3 clusters Score -2229992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2229997.000000 Penalty: 4901.603027
	Iteration 36Q: 3 clusters Score -2229997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2229995.750000 Penalty: 4901.603027
	Iteration 37Q: 3 clusters Score -2229996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2229995.750000 Penalty: 4901.603027
	Iteration 38F: 3 clusters Score -2229996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Entering Unmasked Estep 
Score: -3978532.750000 Penalty: 2597.492676
	Iteration 0F: 2 clusters Score -3978533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3954349.250000 Penalty: 5194.985352
	Iteration 0F: 3 clusters Score -3954349 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3963361.250000 Penalty: 5194.985352
	Iteration 1F: 3 clusters Score -3963361 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3964308.000000 Penalty: 5194.985352
	Iteration 2F: 3 clusters Score -3964308 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3965656.000000 Penalty: 5194.985352
	Iteration 3F: 3 clusters Score -3965656 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3967402.750000 Penalty: 5194.985352
	Iteration 4F: 3 clusters Score -3967403 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3969117.500000 Penalty: 5194.985352
	Iteration 5F: 3 clusters Score -3969118 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3970538.250000 Penalty: 5194.985352
	Iteration 6F: 3 clusters Score -3970538 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3971460.000000 Penalty: 5194.985352
	Iteration 7F: 3 clusters Score -3971460 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3972007.000000 Penalty: 5194.985352
	Iteration 8Q: 3 clusters Score -3972007 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3972406.500000 Penalty: 5194.985352
	Iteration 9Q: 3 clusters Score -3972406 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3972736.250000 Penalty: 5194.985352
	Iteration 10Q: 3 clusters Score -3972736 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3973032.750000 Penalty: 5194.985352
	Iteration 11Q: 3 clusters Score -3973033 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3973328.000000 Penalty: 5194.985352
	Iteration 12Q: 3 clusters Score -3973328 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3973592.750000 Penalty: 5194.985352
	Iteration 13Q: 3 clusters Score -3973593 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3973912.000000 Penalty: 5194.985352
	Iteration 14Q: 3 clusters Score -3973912 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3974239.250000 Penalty: 5194.985352
	Iteration 15Q: 3 clusters Score -3974239 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -3974581.000000 Penalty: 5194.985352
	Iteration 16Q: 3 clusters Score -3974581 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3974858.500000 Penalty: 5194.985352
	Iteration 17Q: 3 clusters Score -3974858 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3975091.250000 Penalty: 5194.985352
	Iteration 18Q: 3 clusters Score -3975091 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3975355.250000 Penalty: 5194.985352
	Iteration 19Q: 3 clusters Score -3975355 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3975550.750000 Penalty: 5194.985352
	Iteration 20F: 3 clusters Score -3975551 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3975700.000000 Penalty: 5194.985352
	Iteration 21Q: 3 clusters Score -3975700 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -3975853.250000 Penalty: 5194.985352
	Iteration 22Q: 3 clusters Score -3975853 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -3975958.500000 Penalty: 5194.985352
	Iteration 23Q: 3 clusters Score -3975958 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3976054.500000 Penalty: 5194.985352
	Iteration 24Q: 3 clusters Score -3976054 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -3976157.250000 Penalty: 5194.985352
	Iteration 25Q: 3 clusters Score -3976157 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3976242.000000 Penalty: 5194.985352
	Iteration 26Q: 3 clusters Score -3976242 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -3976308.500000 Penalty: 5194.985352
	Iteration 27Q: 3 clusters Score -3976308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3976359.250000 Penalty: 5194.985352
	Iteration 28Q: 3 clusters Score -3976359 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -3976405.250000 Penalty: 5194.985352
	Iteration 29Q: 3 clusters Score -3976405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -3976451.750000 Penalty: 5194.985352
	Iteration 30Q: 3 clusters Score -3976452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3976495.750000 Penalty: 5194.985352
	Iteration 31Q: 3 clusters Score -3976496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3976521.500000 Penalty: 5194.985352
	Iteration 32Q: 3 clusters Score -3976522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -3976560.000000 Penalty: 5194.985352
	Iteration 33Q: 3 clusters Score -3976560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3976588.750000 Penalty: 5194.985352
	Iteration 34Q: 3 clusters Score -3976589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3976611.000000 Penalty: 5194.985352
	Iteration 35Q: 3 clusters Score -3976611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -3976625.000000 Penalty: 5194.985352
	Iteration 36Q: 3 clusters Score -3976625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -3976639.000000 Penalty: 5194.985352
	Iteration 37Q: 3 clusters Score -3976639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3976648.500000 Penalty: 5194.985352
	Iteration 38Q: 3 clusters Score -3976648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -3976661.750000 Penalty: 5194.985352
	Iteration 39Q: 3 clusters Score -3976662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3976666.500000 Penalty: 5194.985352
	Iteration 40F: 3 clusters Score -3976666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3976673.500000 Penalty: 5194.985352
	Iteration 41Q: 3 clusters Score -3976674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -3976671.750000 Penalty: 5194.985352
	Iteration 42Q: 3 clusters Score -3976672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3976681.750000 Penalty: 5194.985352
	Iteration 43Q: 3 clusters Score -3976682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3976681.500000 Penalty: 5194.985352
	Iteration 44Q: 3 clusters Score -3976682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -3976681.500000 Penalty: 5194.985352
	Iteration 45Q: 3 clusters Score -3976682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3976684.250000 Penalty: 5194.985352
	Iteration 46Q: 3 clusters Score -3976684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3976684.250000 Penalty: 5194.985352
	Iteration 47F: 3 clusters Score -3976684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -79024.734375 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -79024.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77305.226562 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -77305.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77473.593750 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -77473.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77555.960938 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -77555.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77616.484375 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -77616.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77650.015625 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -77650.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77660.343750 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -77660.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77669.250000 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -77669.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77676.468750 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -77676.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77682.296875 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -77682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77682.296875 Penalty: 3263.308594
	Iteration 9F: 3 clusters Score -77682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -1193391.250000 Penalty: 2321.143555
	Iteration 0F: 2 clusters Score -1193391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1184805.375000 Penalty: 4642.287109
	Iteration 0F: 3 clusters Score -1184805 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1188336.500000 Penalty: 4642.287109
	Iteration 1F: 3 clusters Score -1188336 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1189717.250000 Penalty: 4642.287109
	Iteration 2F: 3 clusters Score -1189717 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1190950.875000 Penalty: 4642.287109
	Iteration 3F: 3 clusters Score -1190951 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1191825.375000 Penalty: 4642.287109
	Iteration 4F: 3 clusters Score -1191825 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1192331.125000 Penalty: 4642.287109
	Iteration 5F: 3 clusters Score -1192331 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1192634.625000 Penalty: 4642.287109
	Iteration 6Q: 3 clusters Score -1192635 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1192816.125000 Penalty: 4642.287109
	Iteration 7Q: 3 clusters Score -1192816 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1192946.250000 Penalty: 4642.287109
	Iteration 8Q: 3 clusters Score -1192946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1193030.750000 Penalty: 4642.287109
	Iteration 9Q: 3 clusters Score -1193031 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1193093.250000 Penalty: 4642.287109
	Iteration 10Q: 3 clusters Score -1193093 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1193134.000000 Penalty: 4642.287109
	Iteration 11Q: 3 clusters Score -1193134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1193163.500000 Penalty: 4642.287109
	Iteration 12Q: 3 clusters Score -1193164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1193183.500000 Penalty: 4642.287109
	Iteration 13Q: 3 clusters Score -1193184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1193194.875000 Penalty: 4642.287109
	Iteration 14Q: 3 clusters Score -1193195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1193204.000000 Penalty: 4642.287109
	Iteration 15Q: 3 clusters Score -1193204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1193207.500000 Penalty: 4642.287109
	Iteration 16Q: 3 clusters Score -1193208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1193210.500000 Penalty: 4642.287109
	Iteration 17Q: 3 clusters Score -1193210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1193211.125000 Penalty: 4642.287109
	Iteration 18Q: 3 clusters Score -1193211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1193210.625000 Penalty: 4642.287109
	Iteration 19Q: 3 clusters Score -1193211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1193210.625000 Penalty: 4642.287109
	Iteration 20F: 3 clusters Score -1193211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1193210.375000 Penalty: 4642.287109
	Iteration 21Q: 3 clusters Score -1193210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1193210.250000 Penalty: 4642.287109
	Iteration 22Q: 3 clusters Score -1193210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1193208.250000 Penalty: 4642.287109
	Iteration 23Q: 3 clusters Score -1193208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1193208.250000 Penalty: 4642.287109
	Iteration 24F: 3 clusters Score -1193208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -230389.750000 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -230389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -227191.703125 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -227191.7 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -228133.546875 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -228133.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -228648.453125 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -228648.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -229032.890625 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -229032.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -229276.765625 Penalty: 3973.138428
	Iteration 4F: 3 clusters Score -229276.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -229452.703125 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -229452.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -229620.656250 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -229620.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -229776.500000 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -229776.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -229887.406250 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -229887.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -229977.187500 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -229977.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -230022.609375 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -230022.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -230056.953125 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -230057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -230076.484375 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -230076.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -230090.906250 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -230090.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -230103.453125 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -230103.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -230108.875000 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -230108.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -230115.296875 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -230115.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -230121.515625 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -230121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -230126.375000 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -230126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -230129.875000 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -230129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -230131.531250 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -230131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -230138.343750 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -230138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -230143.031250 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -230143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -230161.859375 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -230161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -230170.125000 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -230170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -230175.906250 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -230175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -230181.187500 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -230181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -230184.625000 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -230184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -230189.078125 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -230189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -230191.406250 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -230191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -230192.437500 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -230192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -230193.734375 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -230193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -230194.828125 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -230194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -230197.156250 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -230197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -230199.000000 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -230199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -230200.156250 Penalty: 3973.138428
	Iteration 35Q: 3 clusters Score -230200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -230200.156250 Penalty: 3973.138428
	Iteration 36F: 3 clusters Score -230200.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Entering Unmasked Estep 
Score: -842048.187500 Penalty: 2219.055908
	Iteration 0F: 2 clusters Score -842048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -835890.375000 Penalty: 4438.111816
	Iteration 0F: 3 clusters Score -835890.4 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -837645.250000 Penalty: 4438.111816
	Iteration 1F: 3 clusters Score -837645.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -838099.000000 Penalty: 4438.111816
	Iteration 2F: 3 clusters Score -838099 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -838554.937500 Penalty: 4438.111816
	Iteration 3F: 3 clusters Score -838554.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -839058.875000 Penalty: 4438.111816
	Iteration 4F: 3 clusters Score -839058.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -839558.562500 Penalty: 4438.111816
	Iteration 5F: 3 clusters Score -839558.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -840033.000000 Penalty: 4438.111816
	Iteration 6F: 3 clusters Score -840033 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -840384.937500 Penalty: 4438.111816
	Iteration 7F: 3 clusters Score -840384.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -840598.187500 Penalty: 4438.111816
	Iteration 8Q: 3 clusters Score -840598.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -840733.000000 Penalty: 4438.111816
	Iteration 9Q: 3 clusters Score -840733 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -840830.812500 Penalty: 4438.111816
	Iteration 10Q: 3 clusters Score -840830.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -840882.687500 Penalty: 4438.111816
	Iteration 11Q: 3 clusters Score -840882.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -840916.750000 Penalty: 4438.111816
	Iteration 12Q: 3 clusters Score -840916.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -840942.375000 Penalty: 4438.111816
	Iteration 13Q: 3 clusters Score -840942.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -840962.375000 Penalty: 4438.111816
	Iteration 14Q: 3 clusters Score -840962.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -840983.187500 Penalty: 4438.111816
	Iteration 15Q: 3 clusters Score -840983.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -841012.000000 Penalty: 4438.111816
	Iteration 16Q: 3 clusters Score -841012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -841039.062500 Penalty: 4438.111816
	Iteration 17Q: 3 clusters Score -841039.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -841066.937500 Penalty: 4438.111816
	Iteration 18Q: 3 clusters Score -841066.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -841109.562500 Penalty: 4438.111816
	Iteration 19Q: 3 clusters Score -841109.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -841171.000000 Penalty: 4438.111816
	Iteration 20F: 3 clusters Score -841171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -841248.375000 Penalty: 4438.111816
	Iteration 21Q: 3 clusters Score -841248.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -841336.312500 Penalty: 4438.111816
	Iteration 22Q: 3 clusters Score -841336.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -841432.250000 Penalty: 4438.111816
	Iteration 23Q: 3 clusters Score -841432.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -841532.812500 Penalty: 4438.111816
	Iteration 24Q: 3 clusters Score -841532.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -841650.562500 Penalty: 4438.111816
	Iteration 25Q: 3 clusters Score -841650.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -841768.937500 Penalty: 4438.111816
	Iteration 26Q: 3 clusters Score -841768.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -841851.625000 Penalty: 4438.111816
	Iteration 27Q: 3 clusters Score -841851.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -841897.812500 Penalty: 4438.111816
	Iteration 28Q: 3 clusters Score -841897.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -841921.437500 Penalty: 4438.111816
	Iteration 29Q: 3 clusters Score -841921.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -841949.875000 Penalty: 4438.111816
	Iteration 30Q: 3 clusters Score -841949.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -841972.312500 Penalty: 4438.111816
	Iteration 31Q: 3 clusters Score -841972.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -841994.312500 Penalty: 4438.111816
	Iteration 32Q: 3 clusters Score -841994.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -842013.250000 Penalty: 4438.111816
	Iteration 33Q: 3 clusters Score -842013.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -842026.187500 Penalty: 4438.111816
	Iteration 34Q: 3 clusters Score -842026.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -842038.812500 Penalty: 4438.111816
	Iteration 35Q: 3 clusters Score -842038.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -842052.750000 Penalty: 4438.111816
	Iteration 36Q: 3 clusters Score -842052.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -842057.812500 Penalty: 4438.111816
	Iteration 37Q: 3 clusters Score -842057.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -842059.812500 Penalty: 4438.111816
	Iteration 38Q: 3 clusters Score -842059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -842063.500000 Penalty: 4438.111816
	Iteration 39Q: 3 clusters Score -842063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -842065.875000 Penalty: 4438.111816
	Iteration 40F: 3 clusters Score -842065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -842067.375000 Penalty: 4438.111816
	Iteration 41Q: 3 clusters Score -842067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -842069.687500 Penalty: 4438.111816
	Iteration 42Q: 3 clusters Score -842069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -842069.937500 Penalty: 4438.111816
	Iteration 43Q: 3 clusters Score -842069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -842070.437500 Penalty: 4438.111816
	Iteration 44Q: 3 clusters Score -842070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -842072.500000 Penalty: 4438.111816
	Iteration 45Q: 3 clusters Score -842072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -842073.750000 Penalty: 4438.111816
	Iteration 46Q: 3 clusters Score -842073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -842072.812500 Penalty: 4438.111816
	Iteration 47Q: 3 clusters Score -842072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -842072.625000 Penalty: 4438.111816
	Iteration 48Q: 3 clusters Score -842072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -842072.625000 Penalty: 4438.111816
	Iteration 49F: 3 clusters Score -842072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 8660 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Mstep: Class 97 contains 4110 members 
Entering Unmasked Estep 
Score: -212263456.000000 Penalty: 348529.687500
Splitting cluster 56 changes total score from -212260784.000000 to -212263456.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 57 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -399620.156250 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -399620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -395956.875000 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -395956.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -396974.562500 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -396974.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -397314.281250 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -397314.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -397574.312500 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -397574.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -397802.875000 Penalty: 4083.290283
	Iteration 4F: 3 clusters Score -397802.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -398008.312500 Penalty: 4083.290283
	Iteration 5Q: 3 clusters Score -398008.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -398192.000000 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -398192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -398340.718750 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -398340.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -398486.031250 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -398486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -398615.968750 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -398616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -398747.156250 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -398747.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -398877.750000 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -398877.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -398982.656250 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -398982.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -399054.687500 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -399054.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399108.843750 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -399108.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -399146.250000 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -399146.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -399165.937500 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -399165.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399182.687500 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -399182.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -399190.468750 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -399190.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -399194.875000 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -399194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -399194.500000 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -399194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -399194.718750 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -399194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -399194.718750 Penalty: 4083.290283
	Iteration 22F: 3 clusters Score -399194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (15814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Entering Unmasked Estep 
Score: -1827604.500000 Penalty: 2397.825439
	Iteration 0F: 2 clusters Score -1827604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1816181.125000 Penalty: 4795.650879
	Iteration 0F: 3 clusters Score -1816181 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1819864.875000 Penalty: 4795.650879
	Iteration 1F: 3 clusters Score -1819865 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1820219.625000 Penalty: 4795.650879
	Iteration 2F: 3 clusters Score -1820220 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1820504.750000 Penalty: 4795.650879
	Iteration 3Q: 3 clusters Score -1820505 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1820765.750000 Penalty: 4795.650879
	Iteration 4Q: 3 clusters Score -1820766 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1821009.125000 Penalty: 4795.650879
	Iteration 5Q: 3 clusters Score -1821009 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1821249.125000 Penalty: 4795.650879
	Iteration 6Q: 3 clusters Score -1821249 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1821478.750000 Penalty: 4795.650879
	Iteration 7Q: 3 clusters Score -1821479 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1821702.500000 Penalty: 4795.650879
	Iteration 8Q: 3 clusters Score -1821702 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1821906.000000 Penalty: 4795.650879
	Iteration 9Q: 3 clusters Score -1821906 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1822105.750000 Penalty: 4795.650879
	Iteration 10Q: 3 clusters Score -1822106 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1822289.875000 Penalty: 4795.650879
	Iteration 11Q: 3 clusters Score -1822290 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1822455.875000 Penalty: 4795.650879
	Iteration 12Q: 3 clusters Score -1822456 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1822599.250000 Penalty: 4795.650879
	Iteration 13Q: 3 clusters Score -1822599 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1822733.375000 Penalty: 4795.650879
	Iteration 14Q: 3 clusters Score -1822733 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1822856.625000 Penalty: 4795.650879
	Iteration 15Q: 3 clusters Score -1822857 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1822974.625000 Penalty: 4795.650879
	Iteration 16Q: 3 clusters Score -1822975 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1823067.000000 Penalty: 4795.650879
	Iteration 17Q: 3 clusters Score -1823067 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1823146.375000 Penalty: 4795.650879
	Iteration 18Q: 3 clusters Score -1823146 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1823223.750000 Penalty: 4795.650879
	Iteration 19Q: 3 clusters Score -1823224 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1823285.625000 Penalty: 4795.650879
	Iteration 20F: 3 clusters Score -1823286 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1823345.875000 Penalty: 4795.650879
	Iteration 21Q: 3 clusters Score -1823346 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1823410.375000 Penalty: 4795.650879
	Iteration 22Q: 3 clusters Score -1823410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1823468.375000 Penalty: 4795.650879
	Iteration 23Q: 3 clusters Score -1823468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1823512.750000 Penalty: 4795.650879
	Iteration 24Q: 3 clusters Score -1823513 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1823550.000000 Penalty: 4795.650879
	Iteration 25Q: 3 clusters Score -1823550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1823578.125000 Penalty: 4795.650879
	Iteration 26Q: 3 clusters Score -1823578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1823604.000000 Penalty: 4795.650879
	Iteration 27Q: 3 clusters Score -1823604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1823628.000000 Penalty: 4795.650879
	Iteration 28Q: 3 clusters Score -1823628 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1823646.625000 Penalty: 4795.650879
	Iteration 29Q: 3 clusters Score -1823647 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1823676.000000 Penalty: 4795.650879
	Iteration 30Q: 3 clusters Score -1823676 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1823699.750000 Penalty: 4795.650879
	Iteration 31Q: 3 clusters Score -1823700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1823714.375000 Penalty: 4795.650879
	Iteration 32Q: 3 clusters Score -1823714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1823727.750000 Penalty: 4795.650879
	Iteration 33Q: 3 clusters Score -1823728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1823747.500000 Penalty: 4795.650879
	Iteration 34Q: 3 clusters Score -1823748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1823756.875000 Penalty: 4795.650879
	Iteration 35Q: 3 clusters Score -1823757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1823778.250000 Penalty: 4795.650879
	Iteration 36Q: 3 clusters Score -1823778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1823793.000000 Penalty: 4795.650879
	Iteration 37Q: 3 clusters Score -1823793 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1823817.375000 Penalty: 4795.650879
	Iteration 38Q: 3 clusters Score -1823817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1823856.500000 Penalty: 4795.650879
	Iteration 39Q: 3 clusters Score -1823856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1823883.125000 Penalty: 4795.650879
	Iteration 40F: 3 clusters Score -1823883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1823908.875000 Penalty: 4795.650879
	Iteration 41Q: 3 clusters Score -1823909 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1823944.625000 Penalty: 4795.650879
	Iteration 42Q: 3 clusters Score -1823945 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1823970.500000 Penalty: 4795.650879
	Iteration 43Q: 3 clusters Score -1823970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1823999.750000 Penalty: 4795.650879
	Iteration 44Q: 3 clusters Score -1824000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1824032.000000 Penalty: 4795.650879
	Iteration 45Q: 3 clusters Score -1824032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1824053.250000 Penalty: 4795.650879
	Iteration 46Q: 3 clusters Score -1824053 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1824070.500000 Penalty: 4795.650879
	Iteration 47Q: 3 clusters Score -1824070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1824099.625000 Penalty: 4795.650879
	Iteration 48Q: 3 clusters Score -1824100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1824128.750000 Penalty: 4795.650879
	Iteration 49Q: 3 clusters Score -1824129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1824166.875000 Penalty: 4795.650879
	Iteration 50Q: 3 clusters Score -1824167 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1824188.375000 Penalty: 4795.650879
	Iteration 51Q: 3 clusters Score -1824188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1824216.750000 Penalty: 4795.650879
	Iteration 52Q: 3 clusters Score -1824217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1824242.875000 Penalty: 4795.650879
	Iteration 53Q: 3 clusters Score -1824243 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1824273.375000 Penalty: 4795.650879
	Iteration 54Q: 3 clusters Score -1824273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1824309.125000 Penalty: 4795.650879
	Iteration 55Q: 3 clusters Score -1824309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1824344.000000 Penalty: 4795.650879
	Iteration 56Q: 3 clusters Score -1824344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1824375.750000 Penalty: 4795.650879
	Iteration 57Q: 3 clusters Score -1824376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1824410.875000 Penalty: 4795.650879
	Iteration 58Q: 3 clusters Score -1824411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1824443.125000 Penalty: 4795.650879
	Iteration 59Q: 3 clusters Score -1824443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1824488.375000 Penalty: 4795.650879
	Iteration 60F: 3 clusters Score -1824488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1824528.625000 Penalty: 4795.650879
	Iteration 61Q: 3 clusters Score -1824529 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1824581.125000 Penalty: 4795.650879
	Iteration 62Q: 3 clusters Score -1824581 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1824660.375000 Penalty: 4795.650879
	Iteration 63Q: 3 clusters Score -1824660 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1824734.500000 Penalty: 4795.650879
	Iteration 64Q: 3 clusters Score -1824734 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1824817.750000 Penalty: 4795.650879
	Iteration 65Q: 3 clusters Score -1824818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1824895.375000 Penalty: 4795.650879
	Iteration 66Q: 3 clusters Score -1824895 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1824988.875000 Penalty: 4795.650879
	Iteration 67Q: 3 clusters Score -1824989 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1825059.125000 Penalty: 4795.650879
	Iteration 68Q: 3 clusters Score -1825059 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1825125.375000 Penalty: 4795.650879
	Iteration 69Q: 3 clusters Score -1825125 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1825181.000000 Penalty: 4795.650879
	Iteration 70Q: 3 clusters Score -1825181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1825220.000000 Penalty: 4795.650879
	Iteration 71Q: 3 clusters Score -1825220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1825258.250000 Penalty: 4795.650879
	Iteration 72Q: 3 clusters Score -1825258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1825292.375000 Penalty: 4795.650879
	Iteration 73Q: 3 clusters Score -1825292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1825326.375000 Penalty: 4795.650879
	Iteration 74Q: 3 clusters Score -1825326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1825360.625000 Penalty: 4795.650879
	Iteration 75Q: 3 clusters Score -1825361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1825387.250000 Penalty: 4795.650879
	Iteration 76Q: 3 clusters Score -1825387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1825409.375000 Penalty: 4795.650879
	Iteration 77Q: 3 clusters Score -1825409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1825436.000000 Penalty: 4795.650879
	Iteration 78Q: 3 clusters Score -1825436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1825452.625000 Penalty: 4795.650879
	Iteration 79Q: 3 clusters Score -1825453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1825468.125000 Penalty: 4795.650879
	Iteration 80F: 3 clusters Score -1825468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1825481.875000 Penalty: 4795.650879
	Iteration 81Q: 3 clusters Score -1825482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1825492.125000 Penalty: 4795.650879
	Iteration 82Q: 3 clusters Score -1825492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1825495.500000 Penalty: 4795.650879
	Iteration 83Q: 3 clusters Score -1825496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1825498.125000 Penalty: 4795.650879
	Iteration 84Q: 3 clusters Score -1825498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1825498.125000 Penalty: 4795.650879
	Iteration 85F: 3 clusters Score -1825498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (26977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Entering Unmasked Estep 
Score: -3051885.500000 Penalty: 2530.279541
	Iteration 0F: 2 clusters Score -3051886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3033364.750000 Penalty: 5060.559082
	Iteration 0F: 3 clusters Score -3033365 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3039925.750000 Penalty: 5060.559082
	Iteration 1F: 3 clusters Score -3039926 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3040451.500000 Penalty: 5060.559082
	Iteration 2F: 3 clusters Score -3040452 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3040955.000000 Penalty: 5060.559082
	Iteration 3Q: 3 clusters Score -3040955 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3041438.750000 Penalty: 5060.559082
	Iteration 4Q: 3 clusters Score -3041439 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3041922.250000 Penalty: 5060.559082
	Iteration 5Q: 3 clusters Score -3041922 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3042421.750000 Penalty: 5060.559082
	Iteration 6Q: 3 clusters Score -3042422 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3042927.750000 Penalty: 5060.559082
	Iteration 7Q: 3 clusters Score -3042928 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3043386.500000 Penalty: 5060.559082
	Iteration 8Q: 3 clusters Score -3043386 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3043795.750000 Penalty: 5060.559082
	Iteration 9Q: 3 clusters Score -3043796 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3044165.000000 Penalty: 5060.559082
	Iteration 10Q: 3 clusters Score -3044165 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3044557.500000 Penalty: 5060.559082
	Iteration 11Q: 3 clusters Score -3044558 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3044973.500000 Penalty: 5060.559082
	Iteration 12Q: 3 clusters Score -3044974 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3045352.250000 Penalty: 5060.559082
	Iteration 13Q: 3 clusters Score -3045352 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3045771.750000 Penalty: 5060.559082
	Iteration 14Q: 3 clusters Score -3045772 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3046270.500000 Penalty: 5060.559082
	Iteration 15Q: 3 clusters Score -3046270 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3046772.750000 Penalty: 5060.559082
	Iteration 16Q: 3 clusters Score -3046773 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3047304.250000 Penalty: 5060.559082
	Iteration 17Q: 3 clusters Score -3047304 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3047800.500000 Penalty: 5060.559082
	Iteration 18Q: 3 clusters Score -3047800 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3048270.500000 Penalty: 5060.559082
	Iteration 19Q: 3 clusters Score -3048270 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3048697.250000 Penalty: 5060.559082
	Iteration 20F: 3 clusters Score -3048697 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3049045.500000 Penalty: 5060.559082
	Iteration 21Q: 3 clusters Score -3049046 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3049370.750000 Penalty: 5060.559082
	Iteration 22Q: 3 clusters Score -3049371 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3049611.500000 Penalty: 5060.559082
	Iteration 23Q: 3 clusters Score -3049612 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3049790.750000 Penalty: 5060.559082
	Iteration 24Q: 3 clusters Score -3049791 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3049901.750000 Penalty: 5060.559082
	Iteration 25Q: 3 clusters Score -3049902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3049966.250000 Penalty: 5060.559082
	Iteration 26Q: 3 clusters Score -3049966 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3050001.750000 Penalty: 5060.559082
	Iteration 27Q: 3 clusters Score -3050002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3050048.500000 Penalty: 5060.559082
	Iteration 28Q: 3 clusters Score -3050048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3050082.000000 Penalty: 5060.559082
	Iteration 29Q: 3 clusters Score -3050082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3050104.250000 Penalty: 5060.559082
	Iteration 30Q: 3 clusters Score -3050104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3050127.500000 Penalty: 5060.559082
	Iteration 31Q: 3 clusters Score -3050128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3050146.000000 Penalty: 5060.559082
	Iteration 32Q: 3 clusters Score -3050146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3050160.500000 Penalty: 5060.559082
	Iteration 33Q: 3 clusters Score -3050160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3050174.500000 Penalty: 5060.559082
	Iteration 34Q: 3 clusters Score -3050174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3050187.500000 Penalty: 5060.559082
	Iteration 35Q: 3 clusters Score -3050188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3050212.500000 Penalty: 5060.559082
	Iteration 36Q: 3 clusters Score -3050212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3050237.750000 Penalty: 5060.559082
	Iteration 37Q: 3 clusters Score -3050238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3050267.000000 Penalty: 5060.559082
	Iteration 38Q: 3 clusters Score -3050267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3050299.250000 Penalty: 5060.559082
	Iteration 39Q: 3 clusters Score -3050299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3050326.500000 Penalty: 5060.559082
	Iteration 40F: 3 clusters Score -3050326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3050343.000000 Penalty: 5060.559082
	Iteration 41Q: 3 clusters Score -3050343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3050357.000000 Penalty: 5060.559082
	Iteration 42Q: 3 clusters Score -3050357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3050370.500000 Penalty: 5060.559082
	Iteration 43Q: 3 clusters Score -3050370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3050376.500000 Penalty: 5060.559082
	Iteration 44Q: 3 clusters Score -3050376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3050389.750000 Penalty: 5060.559082
	Iteration 45Q: 3 clusters Score -3050390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3050391.750000 Penalty: 5060.559082
	Iteration 46Q: 3 clusters Score -3050392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3050395.750000 Penalty: 5060.559082
	Iteration 47Q: 3 clusters Score -3050396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3050394.500000 Penalty: 5060.559082
	Iteration 48Q: 3 clusters Score -3050394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3050397.250000 Penalty: 5060.559082
	Iteration 49Q: 3 clusters Score -3050397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3050399.250000 Penalty: 5060.559082
	Iteration 50Q: 3 clusters Score -3050399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3050400.250000 Penalty: 5060.559082
	Iteration 51Q: 3 clusters Score -3050400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3050406.000000 Penalty: 5060.559082
	Iteration 52Q: 3 clusters Score -3050406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3050404.250000 Penalty: 5060.559082
	Iteration 53Q: 3 clusters Score -3050404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3050406.000000 Penalty: 5060.559082
	Iteration 54Q: 3 clusters Score -3050406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3050406.000000 Penalty: 5060.559082
	Iteration 55F: 3 clusters Score -3050406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -225214.921875 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -225214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -222507.578125 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -222507.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223076.875000 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -223076.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223249.906250 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -223249.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223362.921875 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -223362.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -223473.843750 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -223473.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -223584.531250 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -223584.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -223657.328125 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -223657.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -223713.906250 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -223713.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -223755.812500 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -223755.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -223793.171875 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -223793.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -223810.328125 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -223810.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -223829.796875 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -223829.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -223860.390625 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -223860.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -223888.890625 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -223888.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -223914.515625 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -223914.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -223934.000000 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -223934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -223949.078125 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -223949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -223961.203125 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -223961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -223970.203125 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -223970.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -223978.296875 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -223978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -223987.359375 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -223987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -223997.343750 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -223997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -224001.281250 Penalty: 3804.532715
	Iteration 22Q: 3 clusters Score -224001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -224006.421875 Penalty: 3804.532715
	Iteration 23Q: 3 clusters Score -224006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -224009.140625 Penalty: 3804.532715
	Iteration 24Q: 3 clusters Score -224009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -224009.656250 Penalty: 3804.532715
	Iteration 25Q: 3 clusters Score -224009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -224009.656250 Penalty: 3804.532715
	Iteration 26F: 3 clusters Score -224009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Entering Unmasked Estep 
Score: -550993.312500 Penalty: 2121.417725
	Iteration 0F: 2 clusters Score -550993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -546427.625000 Penalty: 4242.835449
	Iteration 0F: 3 clusters Score -546427.6 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -547831.125000 Penalty: 4242.835449
	Iteration 1F: 3 clusters Score -547831.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -548291.000000 Penalty: 4242.835449
	Iteration 2F: 3 clusters Score -548291 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -548646.937500 Penalty: 4242.835449
	Iteration 3F: 3 clusters Score -548646.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -548944.062500 Penalty: 4242.835449
	Iteration 4F: 3 clusters Score -548944.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -549149.437500 Penalty: 4242.835449
	Iteration 5Q: 3 clusters Score -549149.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -549293.187500 Penalty: 4242.835449
	Iteration 6Q: 3 clusters Score -549293.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -549406.750000 Penalty: 4242.835449
	Iteration 7Q: 3 clusters Score -549406.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -549512.437500 Penalty: 4242.835449
	Iteration 8Q: 3 clusters Score -549512.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -549574.750000 Penalty: 4242.835449
	Iteration 9Q: 3 clusters Score -549574.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -549616.687500 Penalty: 4242.835449
	Iteration 10Q: 3 clusters Score -549616.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -549650.937500 Penalty: 4242.835449
	Iteration 11Q: 3 clusters Score -549650.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -549688.125000 Penalty: 4242.835449
	Iteration 12Q: 3 clusters Score -549688.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -549713.812500 Penalty: 4242.835449
	Iteration 13Q: 3 clusters Score -549713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -549740.875000 Penalty: 4242.835449
	Iteration 14Q: 3 clusters Score -549740.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -549771.375000 Penalty: 4242.835449
	Iteration 15Q: 3 clusters Score -549771.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -549803.625000 Penalty: 4242.835449
	Iteration 16Q: 3 clusters Score -549803.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -549831.250000 Penalty: 4242.835449
	Iteration 17Q: 3 clusters Score -549831.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -549853.312500 Penalty: 4242.835449
	Iteration 18Q: 3 clusters Score -549853.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -549872.125000 Penalty: 4242.835449
	Iteration 19Q: 3 clusters Score -549872.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -549884.687500 Penalty: 4242.835449
	Iteration 20F: 3 clusters Score -549884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549892.125000 Penalty: 4242.835449
	Iteration 21Q: 3 clusters Score -549892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549896.312500 Penalty: 4242.835449
	Iteration 22Q: 3 clusters Score -549896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549898.562500 Penalty: 4242.835449
	Iteration 23Q: 3 clusters Score -549898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -549899.500000 Penalty: 4242.835449
	Iteration 24Q: 3 clusters Score -549899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549902.562500 Penalty: 4242.835449
	Iteration 25Q: 3 clusters Score -549902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -549907.687500 Penalty: 4242.835449
	Iteration 26Q: 3 clusters Score -549907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -549913.812500 Penalty: 4242.835449
	Iteration 27Q: 3 clusters Score -549913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -549918.250000 Penalty: 4242.835449
	Iteration 28Q: 3 clusters Score -549918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -549924.625000 Penalty: 4242.835449
	Iteration 29Q: 3 clusters Score -549924.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -549932.062500 Penalty: 4242.835449
	Iteration 30Q: 3 clusters Score -549932.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -549936.062500 Penalty: 4242.835449
	Iteration 31Q: 3 clusters Score -549936.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -549940.000000 Penalty: 4242.835449
	Iteration 32Q: 3 clusters Score -549940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -549944.187500 Penalty: 4242.835449
	Iteration 33Q: 3 clusters Score -549944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -549948.500000 Penalty: 4242.835449
	Iteration 34Q: 3 clusters Score -549948.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -549955.375000 Penalty: 4242.835449
	Iteration 35Q: 3 clusters Score -549955.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -549958.250000 Penalty: 4242.835449
	Iteration 36Q: 3 clusters Score -549958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -549962.625000 Penalty: 4242.835449
	Iteration 37Q: 3 clusters Score -549962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549968.250000 Penalty: 4242.835449
	Iteration 38Q: 3 clusters Score -549968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -549972.500000 Penalty: 4242.835449
	Iteration 39Q: 3 clusters Score -549972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -549976.375000 Penalty: 4242.835449
	Iteration 40F: 3 clusters Score -549976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -549979.687500 Penalty: 4242.835449
	Iteration 41Q: 3 clusters Score -549979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -549980.937500 Penalty: 4242.835449
	Iteration 42Q: 3 clusters Score -549980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -549985.187500 Penalty: 4242.835449
	Iteration 43Q: 3 clusters Score -549985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -549988.375000 Penalty: 4242.835449
	Iteration 44Q: 3 clusters Score -549988.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -549993.812500 Penalty: 4242.835449
	Iteration 45Q: 3 clusters Score -549993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -549996.937500 Penalty: 4242.835449
	Iteration 46Q: 3 clusters Score -549996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -549997.312500 Penalty: 4242.835449
	Iteration 47Q: 3 clusters Score -549997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -549996.812500 Penalty: 4242.835449
	Iteration 48Q: 3 clusters Score -549996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -549996.812500 Penalty: 4242.835449
	Iteration 49F: 3 clusters Score -549996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -393935.125000 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -393935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -390258.781250 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -390258.8 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -391228.968750 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -391229 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -391543.187500 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -391543.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -391769.781250 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -391769.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -391993.687500 Penalty: 4078.253418
	Iteration 4F: 3 clusters Score -391993.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -392266.468750 Penalty: 4078.253418
	Iteration 5F: 3 clusters Score -392266.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -392480.187500 Penalty: 4078.253418
	Iteration 6F: 3 clusters Score -392480.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -392641.843750 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -392641.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -392753.968750 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -392754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -392818.468750 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -392818.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -392870.812500 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -392870.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -392895.718750 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -392895.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -392917.218750 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -392917.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -392928.593750 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -392928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -392939.812500 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -392939.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -392953.031250 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -392953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -392962.468750 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -392962.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -392968.343750 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -392968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -392973.531250 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -392973.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -392985.062500 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -392985.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -392993.625000 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -392993.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -393003.437500 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -393003.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -393008.343750 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -393008.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -393014.562500 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -393014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -393016.625000 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -393016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -393019.250000 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -393019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -393019.656250 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -393019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -393020.937500 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -393020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -393020.937500 Penalty: 4078.253418
	Iteration 28F: 3 clusters Score -393020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -215336.546875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -215336.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -212671.140625 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -212671.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -213140.843750 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -213140.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -213269.562500 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -213269.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -213339.515625 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -213339.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -213394.000000 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -213394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -213433.312500 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -213433.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -213459.796875 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -213459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -213469.484375 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -213469.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -213478.796875 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -213478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -213489.765625 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -213489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213500.562500 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -213500.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -213513.078125 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -213513.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -213526.000000 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -213526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -213537.484375 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -213537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -213550.093750 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -213550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -213564.656250 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -213564.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -213576.000000 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -213576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -213583.593750 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -213583.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -213593.703125 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -213593.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -213603.781250 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -213603.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -213615.000000 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -213615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213624.437500 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -213624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -213639.078125 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -213639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213649.375000 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -213649.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -213661.875000 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -213661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -213672.875000 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -213672.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213685.718750 Penalty: 3758.760254
	Iteration 26Q: 3 clusters Score -213685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -213691.390625 Penalty: 3758.760254
	Iteration 27Q: 3 clusters Score -213691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213700.875000 Penalty: 3758.760254
	Iteration 28Q: 3 clusters Score -213700.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -213716.453125 Penalty: 3758.760254
	Iteration 29Q: 3 clusters Score -213716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -213731.062500 Penalty: 3758.760254
	Iteration 30Q: 3 clusters Score -213731.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213740.953125 Penalty: 3758.760254
	Iteration 31Q: 3 clusters Score -213741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -213748.250000 Penalty: 3758.760254
	Iteration 32Q: 3 clusters Score -213748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -213753.343750 Penalty: 3758.760254
	Iteration 33Q: 3 clusters Score -213753.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213756.359375 Penalty: 3758.760254
	Iteration 34Q: 3 clusters Score -213756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213758.468750 Penalty: 3758.760254
	Iteration 35Q: 3 clusters Score -213758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -213760.453125 Penalty: 3758.760254
	Iteration 36Q: 3 clusters Score -213760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -213764.812500 Penalty: 3758.760254
	Iteration 37Q: 3 clusters Score -213764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -213770.828125 Penalty: 3758.760254
	Iteration 38Q: 3 clusters Score -213770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213774.875000 Penalty: 3758.760254
	Iteration 39Q: 3 clusters Score -213774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213778.109375 Penalty: 3758.760254
	Iteration 40F: 3 clusters Score -213778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213782.031250 Penalty: 3758.760254
	Iteration 41Q: 3 clusters Score -213782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -213785.468750 Penalty: 3758.760254
	Iteration 42Q: 3 clusters Score -213785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -213788.671875 Penalty: 3758.760254
	Iteration 43Q: 3 clusters Score -213788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -213789.734375 Penalty: 3758.760254
	Iteration 44Q: 3 clusters Score -213789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -213793.171875 Penalty: 3758.760254
	Iteration 45Q: 3 clusters Score -213793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -213794.390625 Penalty: 3758.760254
	Iteration 46Q: 3 clusters Score -213794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -213796.140625 Penalty: 3758.760254
	Iteration 47Q: 3 clusters Score -213796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -213802.484375 Penalty: 3758.760254
	Iteration 48Q: 3 clusters Score -213802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -213810.046875 Penalty: 3758.760254
	Iteration 49Q: 3 clusters Score -213810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213812.546875 Penalty: 3758.760254
	Iteration 50Q: 3 clusters Score -213812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -213817.750000 Penalty: 3758.760254
	Iteration 51Q: 3 clusters Score -213817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213821.468750 Penalty: 3758.760254
	Iteration 52Q: 3 clusters Score -213821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213826.578125 Penalty: 3758.760254
	Iteration 53Q: 3 clusters Score -213826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -213827.140625 Penalty: 3758.760254
	Iteration 54Q: 3 clusters Score -213827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -213827.140625 Penalty: 3758.760254
	Iteration 55F: 3 clusters Score -213827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (54604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Entering Unmasked Estep 
Score: -6267736.500000 Penalty: 2705.149902
	Iteration 0F: 2 clusters Score -6267736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -6230928.500000 Penalty: 5410.299805
	Iteration 0F: 3 clusters Score -6230928 nChanged 25428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6245796.500000 Penalty: 5410.299805
	Iteration 1F: 3 clusters Score -6245796 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -6247455.500000 Penalty: 5410.299805
	Iteration 2F: 3 clusters Score -6247456 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -6249749.500000 Penalty: 5410.299805
	Iteration 3F: 3 clusters Score -6249750 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -6252456.500000 Penalty: 5410.299805
	Iteration 4F: 3 clusters Score -6252456 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -6255074.000000 Penalty: 5410.299805
	Iteration 5F: 3 clusters Score -6255074 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -6257323.000000 Penalty: 5410.299805
	Iteration 6F: 3 clusters Score -6257323 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -6259019.000000 Penalty: 5410.299805
	Iteration 7F: 3 clusters Score -6259019 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -6260352.000000 Penalty: 5410.299805
	Iteration 8Q: 3 clusters Score -6260352 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -6261406.000000 Penalty: 5410.299805
	Iteration 9Q: 3 clusters Score -6261406 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -6262312.000000 Penalty: 5410.299805
	Iteration 10Q: 3 clusters Score -6262312 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6263111.500000 Penalty: 5410.299805
	Iteration 11Q: 3 clusters Score -6263112 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6263686.000000 Penalty: 5410.299805
	Iteration 12Q: 3 clusters Score -6263686 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6264178.500000 Penalty: 5410.299805
	Iteration 13Q: 3 clusters Score -6264178 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6264538.500000 Penalty: 5410.299805
	Iteration 14Q: 3 clusters Score -6264538 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6264795.500000 Penalty: 5410.299805
	Iteration 15Q: 3 clusters Score -6264796 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6264980.500000 Penalty: 5410.299805
	Iteration 16Q: 3 clusters Score -6264980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6265089.000000 Penalty: 5410.299805
	Iteration 17Q: 3 clusters Score -6265089 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6265183.500000 Penalty: 5410.299805
	Iteration 18Q: 3 clusters Score -6265184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6265259.000000 Penalty: 5410.299805
	Iteration 19Q: 3 clusters Score -6265259 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6265340.500000 Penalty: 5410.299805
	Iteration 20F: 3 clusters Score -6265340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6265365.500000 Penalty: 5410.299805
	Iteration 21Q: 3 clusters Score -6265366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6265398.500000 Penalty: 5410.299805
	Iteration 22Q: 3 clusters Score -6265398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6265411.000000 Penalty: 5410.299805
	Iteration 23Q: 3 clusters Score -6265411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6265438.500000 Penalty: 5410.299805
	Iteration 24Q: 3 clusters Score -6265438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6265457.500000 Penalty: 5410.299805
	Iteration 25Q: 3 clusters Score -6265458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6265475.000000 Penalty: 5410.299805
	Iteration 26Q: 3 clusters Score -6265475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6265493.500000 Penalty: 5410.299805
	Iteration 27Q: 3 clusters Score -6265494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6265495.500000 Penalty: 5410.299805
	Iteration 28Q: 3 clusters Score -6265496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6265507.000000 Penalty: 5410.299805
	Iteration 29Q: 3 clusters Score -6265507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6265515.000000 Penalty: 5410.299805
	Iteration 30Q: 3 clusters Score -6265515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6265522.000000 Penalty: 5410.299805
	Iteration 31Q: 3 clusters Score -6265522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6265535.000000 Penalty: 5410.299805
	Iteration 32Q: 3 clusters Score -6265535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6265543.000000 Penalty: 5410.299805
	Iteration 33Q: 3 clusters Score -6265543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6265550.000000 Penalty: 5410.299805
	Iteration 34Q: 3 clusters Score -6265550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6265562.000000 Penalty: 5410.299805
	Iteration 35Q: 3 clusters Score -6265562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6265566.000000 Penalty: 5410.299805
	Iteration 36Q: 3 clusters Score -6265566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6265562.500000 Penalty: 5410.299805
	Iteration 37Q: 3 clusters Score -6265562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6265568.500000 Penalty: 5410.299805
	Iteration 38Q: 3 clusters Score -6265568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6265560.000000 Penalty: 5410.299805
	Iteration 39Q: 3 clusters Score -6265560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6265556.500000 Penalty: 5410.299805
	Iteration 40F: 3 clusters Score -6265556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6265566.000000 Penalty: 5410.299805
	Iteration 41Q: 3 clusters Score -6265566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6265569.000000 Penalty: 5410.299805
	Iteration 42Q: 3 clusters Score -6265569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6265574.000000 Penalty: 5410.299805
	Iteration 43Q: 3 clusters Score -6265574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6265580.500000 Penalty: 5410.299805
	Iteration 44Q: 3 clusters Score -6265580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6265585.000000 Penalty: 5410.299805
	Iteration 45Q: 3 clusters Score -6265585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6265587.000000 Penalty: 5410.299805
	Iteration 46Q: 3 clusters Score -6265587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6265585.000000 Penalty: 5410.299805
	Iteration 47Q: 3 clusters Score -6265585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6265584.000000 Penalty: 5410.299805
	Iteration 48Q: 3 clusters Score -6265584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6265591.000000 Penalty: 5410.299805
	Iteration 49Q: 3 clusters Score -6265591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6265596.500000 Penalty: 5410.299805
	Iteration 50Q: 3 clusters Score -6265596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6265596.000000 Penalty: 5410.299805
	Iteration 51Q: 3 clusters Score -6265596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6265598.500000 Penalty: 5410.299805
	Iteration 52Q: 3 clusters Score -6265598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6265601.500000 Penalty: 5410.299805
	Iteration 53Q: 3 clusters Score -6265602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6265602.000000 Penalty: 5410.299805
	Iteration 54Q: 3 clusters Score -6265602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6265597.500000 Penalty: 5410.299805
	Iteration 55Q: 3 clusters Score -6265598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6265606.000000 Penalty: 5410.299805
	Iteration 56Q: 3 clusters Score -6265606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6265612.000000 Penalty: 5410.299805
	Iteration 57Q: 3 clusters Score -6265612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6265612.000000 Penalty: 5410.299805
	Iteration 58F: 3 clusters Score -6265612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -462929.500000 Penalty: 2125.024414
	Iteration 0F: 2 clusters Score -462929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -458272.687500 Penalty: 4250.048828
	Iteration 0F: 3 clusters Score -458272.7 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -459852.437500 Penalty: 4250.048828
	Iteration 1F: 3 clusters Score -459852.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -460420.937500 Penalty: 4250.048828
	Iteration 2F: 3 clusters Score -460420.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460849.375000 Penalty: 4250.048828
	Iteration 3F: 3 clusters Score -460849.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -461237.281250 Penalty: 4250.048828
	Iteration 4F: 3 clusters Score -461237.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -461486.875000 Penalty: 4250.048828
	Iteration 5F: 3 clusters Score -461486.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -461633.937500 Penalty: 4250.048828
	Iteration 6Q: 3 clusters Score -461633.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -461726.968750 Penalty: 4250.048828
	Iteration 7Q: 3 clusters Score -461727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -461795.000000 Penalty: 4250.048828
	Iteration 8Q: 3 clusters Score -461795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -461849.468750 Penalty: 4250.048828
	Iteration 9Q: 3 clusters Score -461849.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -461882.250000 Penalty: 4250.048828
	Iteration 10Q: 3 clusters Score -461882.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -461903.656250 Penalty: 4250.048828
	Iteration 11Q: 3 clusters Score -461903.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -461921.218750 Penalty: 4250.048828
	Iteration 12Q: 3 clusters Score -461921.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -461936.562500 Penalty: 4250.048828
	Iteration 13Q: 3 clusters Score -461936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -461946.593750 Penalty: 4250.048828
	Iteration 14Q: 3 clusters Score -461946.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -461955.593750 Penalty: 4250.048828
	Iteration 15Q: 3 clusters Score -461955.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -461968.906250 Penalty: 4250.048828
	Iteration 16Q: 3 clusters Score -461968.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -461974.343750 Penalty: 4250.048828
	Iteration 17Q: 3 clusters Score -461974.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -461978.750000 Penalty: 4250.048828
	Iteration 18Q: 3 clusters Score -461978.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -461986.437500 Penalty: 4250.048828
	Iteration 19Q: 3 clusters Score -461986.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -461993.625000 Penalty: 4250.048828
	Iteration 20F: 3 clusters Score -461993.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -462002.968750 Penalty: 4250.048828
	Iteration 21Q: 3 clusters Score -462003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -462013.531250 Penalty: 4250.048828
	Iteration 22Q: 3 clusters Score -462013.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -462026.031250 Penalty: 4250.048828
	Iteration 23Q: 3 clusters Score -462026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -462034.281250 Penalty: 4250.048828
	Iteration 24Q: 3 clusters Score -462034.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -462041.031250 Penalty: 4250.048828
	Iteration 25Q: 3 clusters Score -462041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -462051.968750 Penalty: 4250.048828
	Iteration 26Q: 3 clusters Score -462052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -462062.312500 Penalty: 4250.048828
	Iteration 27Q: 3 clusters Score -462062.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -462070.093750 Penalty: 4250.048828
	Iteration 28Q: 3 clusters Score -462070.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -462078.250000 Penalty: 4250.048828
	Iteration 29Q: 3 clusters Score -462078.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -462093.093750 Penalty: 4250.048828
	Iteration 30Q: 3 clusters Score -462093.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -462103.375000 Penalty: 4250.048828
	Iteration 31Q: 3 clusters Score -462103.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -462110.406250 Penalty: 4250.048828
	Iteration 32Q: 3 clusters Score -462110.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -462117.812500 Penalty: 4250.048828
	Iteration 33Q: 3 clusters Score -462117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -462121.156250 Penalty: 4250.048828
	Iteration 34Q: 3 clusters Score -462121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -462125.312500 Penalty: 4250.048828
	Iteration 35Q: 3 clusters Score -462125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -462126.562500 Penalty: 4250.048828
	Iteration 36Q: 3 clusters Score -462126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -462128.906250 Penalty: 4250.048828
	Iteration 37Q: 3 clusters Score -462128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -462131.875000 Penalty: 4250.048828
	Iteration 38Q: 3 clusters Score -462131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -462135.218750 Penalty: 4250.048828
	Iteration 39Q: 3 clusters Score -462135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -462136.031250 Penalty: 4250.048828
	Iteration 40F: 3 clusters Score -462136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -462136.687500 Penalty: 4250.048828
	Iteration 41Q: 3 clusters Score -462136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -462138.343750 Penalty: 4250.048828
	Iteration 42Q: 3 clusters Score -462138.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -462139.437500 Penalty: 4250.048828
	Iteration 43Q: 3 clusters Score -462139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -462140.437500 Penalty: 4250.048828
	Iteration 44Q: 3 clusters Score -462140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -462140.875000 Penalty: 4250.048828
	Iteration 45Q: 3 clusters Score -462140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -462140.875000 Penalty: 4250.048828
	Iteration 46F: 3 clusters Score -462140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -248033.500000 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -248033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -245163.640625 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -245163.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245787.890625 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -245787.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -246049.031250 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -246049 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -246291.578125 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -246291.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -246483.843750 Penalty: 3867.252686
	Iteration 4F: 3 clusters Score -246483.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -246637.906250 Penalty: 3867.252686
	Iteration 5F: 3 clusters Score -246637.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -246737.390625 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -246737.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -246802.859375 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -246802.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -246867.828125 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -246867.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -246915.734375 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -246915.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -246940.562500 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -246940.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -246953.109375 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -246953.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -246966.109375 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -246966.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -246975.531250 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -246975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -246984.046875 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -246984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -246993.234375 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -246993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -247001.656250 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -247001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -247009.453125 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -247009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -247014.968750 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -247015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -247021.468750 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -247021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -247027.593750 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -247027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -247033.078125 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -247033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -247038.828125 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -247038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -247041.453125 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -247041.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -247047.109375 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -247047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -247051.390625 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -247051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -247052.531250 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -247052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -247053.984375 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -247054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -247056.453125 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -247056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -247058.046875 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -247058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -247059.890625 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -247059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -247063.468750 Penalty: 3867.252686
	Iteration 31Q: 3 clusters Score -247063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247066.640625 Penalty: 3867.252686
	Iteration 32Q: 3 clusters Score -247066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -247068.750000 Penalty: 3867.252686
	Iteration 33Q: 3 clusters Score -247068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -247070.953125 Penalty: 3867.252686
	Iteration 34Q: 3 clusters Score -247071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -247071.203125 Penalty: 3867.252686
	Iteration 35Q: 3 clusters Score -247071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -247073.796875 Penalty: 3867.252686
	Iteration 36Q: 3 clusters Score -247073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -247075.468750 Penalty: 3867.252686
	Iteration 37Q: 3 clusters Score -247075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -247076.656250 Penalty: 3867.252686
	Iteration 38Q: 3 clusters Score -247076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -247077.203125 Penalty: 3867.252686
	Iteration 39Q: 3 clusters Score -247077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -247078.015625 Penalty: 3867.252686
	Iteration 40F: 3 clusters Score -247078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -247079.156250 Penalty: 3867.252686
	Iteration 41Q: 3 clusters Score -247079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -247079.812500 Penalty: 3867.252686
	Iteration 42Q: 3 clusters Score -247079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -247081.171875 Penalty: 3867.252686
	Iteration 43Q: 3 clusters Score -247081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -247082.171875 Penalty: 3867.252686
	Iteration 44Q: 3 clusters Score -247082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -247082.171875 Penalty: 3867.252686
	Iteration 45F: 3 clusters Score -247082.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (8660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Entering Unmasked Estep 
Score: -957553.875000 Penalty: 2248.484619
	Iteration 0F: 2 clusters Score -957553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -950766.562500 Penalty: 4496.969238
	Iteration 0F: 3 clusters Score -950766.6 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -952974.062500 Penalty: 4496.969238
	Iteration 1F: 3 clusters Score -952974.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -953690.937500 Penalty: 4496.969238
	Iteration 2F: 3 clusters Score -953690.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -954427.875000 Penalty: 4496.969238
	Iteration 3F: 3 clusters Score -954427.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -955121.500000 Penalty: 4496.969238
	Iteration 4F: 3 clusters Score -955121.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -955613.437500 Penalty: 4496.969238
	Iteration 5F: 3 clusters Score -955613.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -955912.687500 Penalty: 4496.969238
	Iteration 6Q: 3 clusters Score -955912.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -956070.187500 Penalty: 4496.969238
	Iteration 7Q: 3 clusters Score -956070.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -956138.750000 Penalty: 4496.969238
	Iteration 8Q: 3 clusters Score -956138.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -956177.500000 Penalty: 4496.969238
	Iteration 9Q: 3 clusters Score -956177.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -956209.562500 Penalty: 4496.969238
	Iteration 10Q: 3 clusters Score -956209.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -956238.750000 Penalty: 4496.969238
	Iteration 11Q: 3 clusters Score -956238.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -956261.062500 Penalty: 4496.969238
	Iteration 12Q: 3 clusters Score -956261.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -956284.000000 Penalty: 4496.969238
	Iteration 13Q: 3 clusters Score -956284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -956306.375000 Penalty: 4496.969238
	Iteration 14Q: 3 clusters Score -956306.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -956327.062500 Penalty: 4496.969238
	Iteration 15Q: 3 clusters Score -956327.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -956359.812500 Penalty: 4496.969238
	Iteration 16Q: 3 clusters Score -956359.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -956398.250000 Penalty: 4496.969238
	Iteration 17Q: 3 clusters Score -956398.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -956441.250000 Penalty: 4496.969238
	Iteration 18Q: 3 clusters Score -956441.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -956482.187500 Penalty: 4496.969238
	Iteration 19Q: 3 clusters Score -956482.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -956528.437500 Penalty: 4496.969238
	Iteration 20F: 3 clusters Score -956528.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -956585.375000 Penalty: 4496.969238
	Iteration 21Q: 3 clusters Score -956585.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -956668.437500 Penalty: 4496.969238
	Iteration 22Q: 3 clusters Score -956668.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -956760.125000 Penalty: 4496.969238
	Iteration 23Q: 3 clusters Score -956760.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -956869.062500 Penalty: 4496.969238
	Iteration 24Q: 3 clusters Score -956869.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -956984.750000 Penalty: 4496.969238
	Iteration 25Q: 3 clusters Score -956984.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -957106.250000 Penalty: 4496.969238
	Iteration 26Q: 3 clusters Score -957106.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -957276.937500 Penalty: 4496.969238
	Iteration 27Q: 3 clusters Score -957276.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -957501.375000 Penalty: 4496.969238
	Iteration 28Q: 3 clusters Score -957501.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -957787.187500 Penalty: 4496.969238
	Iteration 29Q: 3 clusters Score -957787.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -958076.625000 Penalty: 4496.969238
	Iteration 30Q: 3 clusters Score -958076.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -958287.812500 Penalty: 4496.969238
	Iteration 31Q: 3 clusters Score -958287.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -958397.562500 Penalty: 4496.969238
	Iteration 32Q: 3 clusters Score -958397.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -958439.812500 Penalty: 4496.969238
	Iteration 33Q: 3 clusters Score -958439.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -958471.250000 Penalty: 4496.969238
	Iteration 34Q: 3 clusters Score -958471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -958486.312500 Penalty: 4496.969238
	Iteration 35Q: 3 clusters Score -958486.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -958491.625000 Penalty: 4496.969238
	Iteration 36Q: 3 clusters Score -958491.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -958498.562500 Penalty: 4496.969238
	Iteration 37Q: 3 clusters Score -958498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -958501.062500 Penalty: 4496.969238
	Iteration 38Q: 3 clusters Score -958501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -958504.937500 Penalty: 4496.969238
	Iteration 39Q: 3 clusters Score -958504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -958517.062500 Penalty: 4496.969238
	Iteration 40F: 3 clusters Score -958517.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -958520.437500 Penalty: 4496.969238
	Iteration 41Q: 3 clusters Score -958520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -958521.687500 Penalty: 4496.969238
	Iteration 42Q: 3 clusters Score -958521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -958524.312500 Penalty: 4496.969238
	Iteration 43Q: 3 clusters Score -958524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -958521.812500 Penalty: 4496.969238
	Iteration 44Q: 3 clusters Score -958521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -958524.062500 Penalty: 4496.969238
	Iteration 45Q: 3 clusters Score -958524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -958524.125000 Penalty: 4496.969238
	Iteration 46Q: 3 clusters Score -958524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -958524.125000 Penalty: 4496.969238
	Iteration 47F: 3 clusters Score -958524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 4707 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 4505 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Mstep: Class 97 contains 4110 members 
Mstep: Class 98 contains 3953 members 
Entering Unmasked Estep 
Score: -212263584.000000 Penalty: 352122.781250
Splitting cluster 67 changes total score from -212260784.000000 to -212263584.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 68 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -700246.312500 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -700246.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -694990.000000 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -694990 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -696311.812500 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -696311.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -696558.687500 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -696558.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -696701.062500 Penalty: 4333.298828
	Iteration 3Q: 3 clusters Score -696701.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -696813.625000 Penalty: 4333.298828
	Iteration 4Q: 3 clusters Score -696813.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -696903.250000 Penalty: 4333.298828
	Iteration 5Q: 3 clusters Score -696903.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -696967.625000 Penalty: 4333.298828
	Iteration 6Q: 3 clusters Score -696967.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -697022.062500 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -697022.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -697070.875000 Penalty: 4333.298828
	Iteration 8Q: 3 clusters Score -697070.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -697120.687500 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -697120.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -697166.625000 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -697166.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -697223.750000 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -697223.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -697292.437500 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -697292.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -697368.875000 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -697368.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -697444.125000 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -697444.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -697515.312500 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -697515.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -697596.375000 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -697596.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -697690.187500 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -697690.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -697782.875000 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -697782.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -697859.125000 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -697859.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -697941.000000 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -697941 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -698026.000000 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -698026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -698102.687500 Penalty: 4333.298828
	Iteration 22Q: 3 clusters Score -698102.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -698159.562500 Penalty: 4333.298828
	Iteration 23Q: 3 clusters Score -698159.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -698214.937500 Penalty: 4333.298828
	Iteration 24Q: 3 clusters Score -698214.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -698257.875000 Penalty: 4333.298828
	Iteration 25Q: 3 clusters Score -698257.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -698296.187500 Penalty: 4333.298828
	Iteration 26Q: 3 clusters Score -698296.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -698332.187500 Penalty: 4333.298828
	Iteration 27Q: 3 clusters Score -698332.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -698363.000000 Penalty: 4333.298828
	Iteration 28Q: 3 clusters Score -698363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -698391.500000 Penalty: 4333.298828
	Iteration 29Q: 3 clusters Score -698391.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -698412.187500 Penalty: 4333.298828
	Iteration 30Q: 3 clusters Score -698412.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -698439.875000 Penalty: 4333.298828
	Iteration 31Q: 3 clusters Score -698439.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -698472.750000 Penalty: 4333.298828
	Iteration 32Q: 3 clusters Score -698472.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -698502.562500 Penalty: 4333.298828
	Iteration 33Q: 3 clusters Score -698502.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -698528.937500 Penalty: 4333.298828
	Iteration 34Q: 3 clusters Score -698528.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -698552.500000 Penalty: 4333.298828
	Iteration 35Q: 3 clusters Score -698552.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -698571.875000 Penalty: 4333.298828
	Iteration 36Q: 3 clusters Score -698571.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -698590.875000 Penalty: 4333.298828
	Iteration 37Q: 3 clusters Score -698590.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -698612.187500 Penalty: 4333.298828
	Iteration 38Q: 3 clusters Score -698612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -698631.375000 Penalty: 4333.298828
	Iteration 39Q: 3 clusters Score -698631.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -698646.500000 Penalty: 4333.298828
	Iteration 40F: 3 clusters Score -698646.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -698652.250000 Penalty: 4333.298828
	Iteration 41Q: 3 clusters Score -698652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -698662.000000 Penalty: 4333.298828
	Iteration 42Q: 3 clusters Score -698662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -698670.812500 Penalty: 4333.298828
	Iteration 43Q: 3 clusters Score -698670.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -698676.312500 Penalty: 4333.298828
	Iteration 44Q: 3 clusters Score -698676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -698682.437500 Penalty: 4333.298828
	Iteration 45Q: 3 clusters Score -698682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -698687.187500 Penalty: 4333.298828
	Iteration 46Q: 3 clusters Score -698687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -698691.500000 Penalty: 4333.298828
	Iteration 47Q: 3 clusters Score -698691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -698695.937500 Penalty: 4333.298828
	Iteration 48Q: 3 clusters Score -698695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -698696.562500 Penalty: 4333.298828
	Iteration 49Q: 3 clusters Score -698696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -698698.625000 Penalty: 4333.298828
	Iteration 50Q: 3 clusters Score -698698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -698700.562500 Penalty: 4333.298828
	Iteration 51Q: 3 clusters Score -698700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -698702.875000 Penalty: 4333.298828
	Iteration 52Q: 3 clusters Score -698702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -698702.062500 Penalty: 4333.298828
	Iteration 53Q: 3 clusters Score -698702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -698703.875000 Penalty: 4333.298828
	Iteration 54Q: 3 clusters Score -698703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -698705.625000 Penalty: 4333.298828
	Iteration 55Q: 3 clusters Score -698705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -698705.312500 Penalty: 4333.298828
	Iteration 56Q: 3 clusters Score -698705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -698707.125000 Penalty: 4333.298828
	Iteration 57Q: 3 clusters Score -698707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -698707.125000 Penalty: 4333.298828
	Iteration 58Q: 3 clusters Score -698707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -698708.375000 Penalty: 4333.298828
	Iteration 59Q: 3 clusters Score -698708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -698711.312500 Penalty: 4333.298828
	Iteration 60F: 3 clusters Score -698711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -698712.125000 Penalty: 4333.298828
	Iteration 61Q: 3 clusters Score -698712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -698713.187500 Penalty: 4333.298828
	Iteration 62Q: 3 clusters Score -698713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -698713.187500 Penalty: 4333.298828
	Iteration 63F: 3 clusters Score -698713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -877539.750000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -877539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -871081.312500 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -871081.3 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -872958.375000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -872958.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -873473.062500 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -873473.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -874069.000000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -874069 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -874714.625000 Penalty: 4465.034668
	Iteration 4F: 3 clusters Score -874714.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -875220.125000 Penalty: 4465.034668
	Iteration 5F: 3 clusters Score -875220.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -875518.687500 Penalty: 4465.034668
	Iteration 6F: 3 clusters Score -875518.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -875715.562500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -875715.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -875829.875000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -875829.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -875892.750000 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -875892.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -875926.562500 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -875926.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -875942.687500 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -875942.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -875953.437500 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -875953.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -875962.187500 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -875962.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -875970.625000 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -875970.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -875977.500000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -875977.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -875981.875000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -875981.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -875986.125000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -875986.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -875990.437500 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -875990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -875992.187500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -875992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -875993.687500 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -875993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -875994.937500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -875994.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -875999.062500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -875999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -875999.437500 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -875999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -876002.812500 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -876002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -876006.500000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -876006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -876008.437500 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -876008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -876010.000000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -876010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -876015.625000 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -876015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -876013.937500 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -876013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -876014.625000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -876014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -876016.312500 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -876016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -876016.125000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -876016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -876017.625000 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -876017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -876022.375000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -876022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -876024.000000 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -876024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -876023.500000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -876023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -876026.062500 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -876026.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -876029.187500 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -876029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -876028.687500 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -876028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -876029.312500 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -876029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -876029.375000 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -876029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -876029.500000 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -876029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -876030.187500 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -876030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -876029.937500 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -876029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -876028.875000 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -876028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -876032.000000 Penalty: 4465.034668
	Iteration 46Q: 3 clusters Score -876032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -876033.625000 Penalty: 4465.034668
	Iteration 47Q: 3 clusters Score -876033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -876033.437500 Penalty: 4465.034668
	Iteration 48Q: 3 clusters Score -876033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -876034.562500 Penalty: 4465.034668
	Iteration 49Q: 3 clusters Score -876034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -876034.375000 Penalty: 4465.034668
	Iteration 50Q: 3 clusters Score -876034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -876038.250000 Penalty: 4465.034668
	Iteration 51Q: 3 clusters Score -876038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -876039.375000 Penalty: 4465.034668
	Iteration 52Q: 3 clusters Score -876039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -876041.437500 Penalty: 4465.034668
	Iteration 53Q: 3 clusters Score -876041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -876040.500000 Penalty: 4465.034668
	Iteration 54Q: 3 clusters Score -876040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -876040.812500 Penalty: 4465.034668
	Iteration 55Q: 3 clusters Score -876040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -876040.812500 Penalty: 4465.034668
	Iteration 56F: 3 clusters Score -876040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (6310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Entering Unmasked Estep 
Score: -712739.625000 Penalty: 2169.973145
	Iteration 0F: 2 clusters Score -712739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -707404.812500 Penalty: 4339.946289
	Iteration 0F: 3 clusters Score -707404.8 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -708747.250000 Penalty: 4339.946289
	Iteration 1F: 3 clusters Score -708747.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -709029.250000 Penalty: 4339.946289
	Iteration 2F: 3 clusters Score -709029.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -709226.125000 Penalty: 4339.946289
	Iteration 3F: 3 clusters Score -709226.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -709390.812500 Penalty: 4339.946289
	Iteration 4Q: 3 clusters Score -709390.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -709551.375000 Penalty: 4339.946289
	Iteration 5Q: 3 clusters Score -709551.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -709692.312500 Penalty: 4339.946289
	Iteration 6Q: 3 clusters Score -709692.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -709825.125000 Penalty: 4339.946289
	Iteration 7Q: 3 clusters Score -709825.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -709966.312500 Penalty: 4339.946289
	Iteration 8Q: 3 clusters Score -709966.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -710095.937500 Penalty: 4339.946289
	Iteration 9Q: 3 clusters Score -710095.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -710234.625000 Penalty: 4339.946289
	Iteration 10Q: 3 clusters Score -710234.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -710345.562500 Penalty: 4339.946289
	Iteration 11Q: 3 clusters Score -710345.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -710435.000000 Penalty: 4339.946289
	Iteration 12Q: 3 clusters Score -710435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -710520.750000 Penalty: 4339.946289
	Iteration 13Q: 3 clusters Score -710520.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -710597.625000 Penalty: 4339.946289
	Iteration 14Q: 3 clusters Score -710597.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -710661.625000 Penalty: 4339.946289
	Iteration 15Q: 3 clusters Score -710661.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -710732.437500 Penalty: 4339.946289
	Iteration 16Q: 3 clusters Score -710732.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -710791.625000 Penalty: 4339.946289
	Iteration 17Q: 3 clusters Score -710791.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -710844.312500 Penalty: 4339.946289
	Iteration 18Q: 3 clusters Score -710844.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -710885.812500 Penalty: 4339.946289
	Iteration 19Q: 3 clusters Score -710885.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -710918.687500 Penalty: 4339.946289
	Iteration 20F: 3 clusters Score -710918.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -710938.125000 Penalty: 4339.946289
	Iteration 21Q: 3 clusters Score -710938.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -710950.812500 Penalty: 4339.946289
	Iteration 22Q: 3 clusters Score -710950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -710956.750000 Penalty: 4339.946289
	Iteration 23Q: 3 clusters Score -710956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -710963.000000 Penalty: 4339.946289
	Iteration 24Q: 3 clusters Score -710963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -710966.500000 Penalty: 4339.946289
	Iteration 25Q: 3 clusters Score -710966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -710970.312500 Penalty: 4339.946289
	Iteration 26Q: 3 clusters Score -710970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -710973.125000 Penalty: 4339.946289
	Iteration 27Q: 3 clusters Score -710973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -710977.187500 Penalty: 4339.946289
	Iteration 28Q: 3 clusters Score -710977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -710981.375000 Penalty: 4339.946289
	Iteration 29Q: 3 clusters Score -710981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -710981.562500 Penalty: 4339.946289
	Iteration 30Q: 3 clusters Score -710981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -710986.062500 Penalty: 4339.946289
	Iteration 31Q: 3 clusters Score -710986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -710988.812500 Penalty: 4339.946289
	Iteration 32Q: 3 clusters Score -710988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -710993.250000 Penalty: 4339.946289
	Iteration 33Q: 3 clusters Score -710993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -710999.812500 Penalty: 4339.946289
	Iteration 34Q: 3 clusters Score -710999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -711003.250000 Penalty: 4339.946289
	Iteration 35Q: 3 clusters Score -711003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -711008.750000 Penalty: 4339.946289
	Iteration 36Q: 3 clusters Score -711008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -711012.062500 Penalty: 4339.946289
	Iteration 37Q: 3 clusters Score -711012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -711015.625000 Penalty: 4339.946289
	Iteration 38Q: 3 clusters Score -711015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -711020.625000 Penalty: 4339.946289
	Iteration 39Q: 3 clusters Score -711020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -711023.500000 Penalty: 4339.946289
	Iteration 40F: 3 clusters Score -711023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -711027.312500 Penalty: 4339.946289
	Iteration 41Q: 3 clusters Score -711027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -711029.750000 Penalty: 4339.946289
	Iteration 42Q: 3 clusters Score -711029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -711031.562500 Penalty: 4339.946289
	Iteration 43Q: 3 clusters Score -711031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -711032.312500 Penalty: 4339.946289
	Iteration 44Q: 3 clusters Score -711032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -711033.937500 Penalty: 4339.946289
	Iteration 45Q: 3 clusters Score -711033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -711035.062500 Penalty: 4339.946289
	Iteration 46Q: 3 clusters Score -711035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -711037.125000 Penalty: 4339.946289
	Iteration 47Q: 3 clusters Score -711037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -711036.500000 Penalty: 4339.946289
	Iteration 48Q: 3 clusters Score -711036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -711036.500000 Penalty: 4339.946289
	Iteration 49F: 3 clusters Score -711036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -645546.250000 Penalty: 2161.416260
	Iteration 0F: 2 clusters Score -645546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -640280.250000 Penalty: 4322.832520
	Iteration 0F: 3 clusters Score -640280.2 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -641712.750000 Penalty: 4322.832520
	Iteration 1F: 3 clusters Score -641712.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -641940.312500 Penalty: 4322.832520
	Iteration 2F: 3 clusters Score -641940.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -642090.500000 Penalty: 4322.832520
	Iteration 3Q: 3 clusters Score -642090.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -642192.625000 Penalty: 4322.832520
	Iteration 4Q: 3 clusters Score -642192.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -642293.437500 Penalty: 4322.832520
	Iteration 5Q: 3 clusters Score -642293.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -642393.312500 Penalty: 4322.832520
	Iteration 6Q: 3 clusters Score -642393.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -642494.125000 Penalty: 4322.832520
	Iteration 7Q: 3 clusters Score -642494.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -642578.062500 Penalty: 4322.832520
	Iteration 8Q: 3 clusters Score -642578.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -642652.937500 Penalty: 4322.832520
	Iteration 9Q: 3 clusters Score -642652.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -642719.187500 Penalty: 4322.832520
	Iteration 10Q: 3 clusters Score -642719.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -642791.375000 Penalty: 4322.832520
	Iteration 11Q: 3 clusters Score -642791.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -642861.937500 Penalty: 4322.832520
	Iteration 12Q: 3 clusters Score -642861.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -642944.312500 Penalty: 4322.832520
	Iteration 13Q: 3 clusters Score -642944.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -643032.625000 Penalty: 4322.832520
	Iteration 14Q: 3 clusters Score -643032.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -643119.375000 Penalty: 4322.832520
	Iteration 15Q: 3 clusters Score -643119.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -643217.125000 Penalty: 4322.832520
	Iteration 16Q: 3 clusters Score -643217.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -643323.187500 Penalty: 4322.832520
	Iteration 17Q: 3 clusters Score -643323.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -643440.500000 Penalty: 4322.832520
	Iteration 18Q: 3 clusters Score -643440.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -643550.187500 Penalty: 4322.832520
	Iteration 19Q: 3 clusters Score -643550.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -643658.875000 Penalty: 4322.832520
	Iteration 20F: 3 clusters Score -643658.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -643776.750000 Penalty: 4322.832520
	Iteration 21Q: 3 clusters Score -643776.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -643866.437500 Penalty: 4322.832520
	Iteration 22Q: 3 clusters Score -643866.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -643956.687500 Penalty: 4322.832520
	Iteration 23Q: 3 clusters Score -643956.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -644032.062500 Penalty: 4322.832520
	Iteration 24Q: 3 clusters Score -644032.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -644111.500000 Penalty: 4322.832520
	Iteration 25Q: 3 clusters Score -644111.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -644186.375000 Penalty: 4322.832520
	Iteration 26Q: 3 clusters Score -644186.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -644252.312500 Penalty: 4322.832520
	Iteration 27Q: 3 clusters Score -644252.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -644301.500000 Penalty: 4322.832520
	Iteration 28Q: 3 clusters Score -644301.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -644317.187500 Penalty: 4322.832520
	Iteration 29Q: 3 clusters Score -644317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -644329.687500 Penalty: 4322.832520
	Iteration 30Q: 3 clusters Score -644329.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -644335.125000 Penalty: 4322.832520
	Iteration 31Q: 3 clusters Score -644335.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -644341.812500 Penalty: 4322.832520
	Iteration 32Q: 3 clusters Score -644341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -644344.375000 Penalty: 4322.832520
	Iteration 33Q: 3 clusters Score -644344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -644347.125000 Penalty: 4322.832520
	Iteration 34Q: 3 clusters Score -644347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -644348.687500 Penalty: 4322.832520
	Iteration 35Q: 3 clusters Score -644348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -644348.937500 Penalty: 4322.832520
	Iteration 36Q: 3 clusters Score -644348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -644349.500000 Penalty: 4322.832520
	Iteration 37Q: 3 clusters Score -644349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -644350.437500 Penalty: 4322.832520
	Iteration 38Q: 3 clusters Score -644350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -644351.937500 Penalty: 4322.832520
	Iteration 39Q: 3 clusters Score -644351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -644352.812500 Penalty: 4322.832520
	Iteration 40F: 3 clusters Score -644352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -644352.750000 Penalty: 4322.832520
	Iteration 41Q: 3 clusters Score -644352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -644353.437500 Penalty: 4322.832520
	Iteration 42Q: 3 clusters Score -644353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -644355.937500 Penalty: 4322.832520
	Iteration 43Q: 3 clusters Score -644355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -644358.812500 Penalty: 4322.832520
	Iteration 44Q: 3 clusters Score -644358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -644359.812500 Penalty: 4322.832520
	Iteration 45Q: 3 clusters Score -644359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -644360.937500 Penalty: 4322.832520
	Iteration 46Q: 3 clusters Score -644360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -644360.687500 Penalty: 4322.832520
	Iteration 47Q: 3 clusters Score -644360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -644361.875000 Penalty: 4322.832520
	Iteration 48Q: 3 clusters Score -644361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -644360.875000 Penalty: 4322.832520
	Iteration 49Q: 3 clusters Score -644360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -644362.687500 Penalty: 4322.832520
	Iteration 50Q: 3 clusters Score -644362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -644363.250000 Penalty: 4322.832520
	Iteration 51Q: 3 clusters Score -644363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -644362.937500 Penalty: 4322.832520
	Iteration 52Q: 3 clusters Score -644362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -644364.500000 Penalty: 4322.832520
	Iteration 53Q: 3 clusters Score -644364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -644364.937500 Penalty: 4322.832520
	Iteration 54Q: 3 clusters Score -644364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -644367.562500 Penalty: 4322.832520
	Iteration 55Q: 3 clusters Score -644367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -644368.437500 Penalty: 4322.832520
	Iteration 56Q: 3 clusters Score -644368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -644368.500000 Penalty: 4322.832520
	Iteration 57Q: 3 clusters Score -644368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -644367.812500 Penalty: 4322.832520
	Iteration 58Q: 3 clusters Score -644367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -644372.250000 Penalty: 4322.832520
	Iteration 59Q: 3 clusters Score -644372.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -644372.812500 Penalty: 4322.832520
	Iteration 60F: 3 clusters Score -644372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -644374.062500 Penalty: 4322.832520
	Iteration 61Q: 3 clusters Score -644374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -644374.750000 Penalty: 4322.832520
	Iteration 62Q: 3 clusters Score -644374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -644375.875000 Penalty: 4322.832520
	Iteration 63Q: 3 clusters Score -644375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -644375.312500 Penalty: 4322.832520
	Iteration 64Q: 3 clusters Score -644375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -644376.937500 Penalty: 4322.832520
	Iteration 65Q: 3 clusters Score -644376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -644376.937500 Penalty: 4322.832520
	Iteration 66F: 3 clusters Score -644376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (18430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Entering Unmasked Estep 
Score: -1902175.250000 Penalty: 2435.790283
	Iteration 0F: 2 clusters Score -1902175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1889028.250000 Penalty: 4871.580566
	Iteration 0F: 3 clusters Score -1889028 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1893524.625000 Penalty: 4871.580566
	Iteration 1F: 3 clusters Score -1893525 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1894233.750000 Penalty: 4871.580566
	Iteration 2F: 3 clusters Score -1894234 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1895041.000000 Penalty: 4871.580566
	Iteration 3F: 3 clusters Score -1895041 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1895938.125000 Penalty: 4871.580566
	Iteration 4F: 3 clusters Score -1895938 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1896712.625000 Penalty: 4871.580566
	Iteration 5F: 3 clusters Score -1896713 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1897333.125000 Penalty: 4871.580566
	Iteration 6F: 3 clusters Score -1897333 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1897825.250000 Penalty: 4871.580566
	Iteration 7Q: 3 clusters Score -1897825 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1898178.625000 Penalty: 4871.580566
	Iteration 8Q: 3 clusters Score -1898179 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1898434.750000 Penalty: 4871.580566
	Iteration 9Q: 3 clusters Score -1898435 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1898628.625000 Penalty: 4871.580566
	Iteration 10Q: 3 clusters Score -1898629 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1898764.875000 Penalty: 4871.580566
	Iteration 11Q: 3 clusters Score -1898765 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1898882.125000 Penalty: 4871.580566
	Iteration 12Q: 3 clusters Score -1898882 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1898959.250000 Penalty: 4871.580566
	Iteration 13Q: 3 clusters Score -1898959 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1899015.125000 Penalty: 4871.580566
	Iteration 14Q: 3 clusters Score -1899015 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1899074.375000 Penalty: 4871.580566
	Iteration 15Q: 3 clusters Score -1899074 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1899127.625000 Penalty: 4871.580566
	Iteration 16Q: 3 clusters Score -1899128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1899193.125000 Penalty: 4871.580566
	Iteration 17Q: 3 clusters Score -1899193 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1899244.375000 Penalty: 4871.580566
	Iteration 18Q: 3 clusters Score -1899244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1899291.000000 Penalty: 4871.580566
	Iteration 19Q: 3 clusters Score -1899291 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1899348.875000 Penalty: 4871.580566
	Iteration 20F: 3 clusters Score -1899349 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1899393.125000 Penalty: 4871.580566
	Iteration 21Q: 3 clusters Score -1899393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1899420.250000 Penalty: 4871.580566
	Iteration 22Q: 3 clusters Score -1899420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1899460.000000 Penalty: 4871.580566
	Iteration 23Q: 3 clusters Score -1899460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1899469.750000 Penalty: 4871.580566
	Iteration 24Q: 3 clusters Score -1899470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1899505.375000 Penalty: 4871.580566
	Iteration 25Q: 3 clusters Score -1899505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1899531.000000 Penalty: 4871.580566
	Iteration 26Q: 3 clusters Score -1899531 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1899550.375000 Penalty: 4871.580566
	Iteration 27Q: 3 clusters Score -1899550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1899572.375000 Penalty: 4871.580566
	Iteration 28Q: 3 clusters Score -1899572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1899591.000000 Penalty: 4871.580566
	Iteration 29Q: 3 clusters Score -1899591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1899610.750000 Penalty: 4871.580566
	Iteration 30Q: 3 clusters Score -1899611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1899621.000000 Penalty: 4871.580566
	Iteration 31Q: 3 clusters Score -1899621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1899635.375000 Penalty: 4871.580566
	Iteration 32Q: 3 clusters Score -1899635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1899664.000000 Penalty: 4871.580566
	Iteration 33Q: 3 clusters Score -1899664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1899680.375000 Penalty: 4871.580566
	Iteration 34Q: 3 clusters Score -1899680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1899694.875000 Penalty: 4871.580566
	Iteration 35Q: 3 clusters Score -1899695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1899708.625000 Penalty: 4871.580566
	Iteration 36Q: 3 clusters Score -1899709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1899727.125000 Penalty: 4871.580566
	Iteration 37Q: 3 clusters Score -1899727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1899739.625000 Penalty: 4871.580566
	Iteration 38Q: 3 clusters Score -1899740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1899757.250000 Penalty: 4871.580566
	Iteration 39Q: 3 clusters Score -1899757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1899771.000000 Penalty: 4871.580566
	Iteration 40F: 3 clusters Score -1899771 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1899790.000000 Penalty: 4871.580566
	Iteration 41Q: 3 clusters Score -1899790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1899809.375000 Penalty: 4871.580566
	Iteration 42Q: 3 clusters Score -1899809 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1899827.625000 Penalty: 4871.580566
	Iteration 43Q: 3 clusters Score -1899828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1899838.500000 Penalty: 4871.580566
	Iteration 44Q: 3 clusters Score -1899838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1899856.500000 Penalty: 4871.580566
	Iteration 45Q: 3 clusters Score -1899856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1899869.125000 Penalty: 4871.580566
	Iteration 46Q: 3 clusters Score -1899869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1899876.875000 Penalty: 4871.580566
	Iteration 47Q: 3 clusters Score -1899877 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1899887.625000 Penalty: 4871.580566
	Iteration 48Q: 3 clusters Score -1899888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1899912.125000 Penalty: 4871.580566
	Iteration 49Q: 3 clusters Score -1899912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1899925.375000 Penalty: 4871.580566
	Iteration 50Q: 3 clusters Score -1899925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1899940.750000 Penalty: 4871.580566
	Iteration 51Q: 3 clusters Score -1899941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1899959.125000 Penalty: 4871.580566
	Iteration 52Q: 3 clusters Score -1899959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1899989.000000 Penalty: 4871.580566
	Iteration 53Q: 3 clusters Score -1899989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1900006.125000 Penalty: 4871.580566
	Iteration 54Q: 3 clusters Score -1900006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1900035.250000 Penalty: 4871.580566
	Iteration 55Q: 3 clusters Score -1900035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1900066.375000 Penalty: 4871.580566
	Iteration 56Q: 3 clusters Score -1900066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1900076.625000 Penalty: 4871.580566
	Iteration 57Q: 3 clusters Score -1900077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1900104.250000 Penalty: 4871.580566
	Iteration 58Q: 3 clusters Score -1900104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1900120.625000 Penalty: 4871.580566
	Iteration 59Q: 3 clusters Score -1900121 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1900142.500000 Penalty: 4871.580566
	Iteration 60F: 3 clusters Score -1900142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1900164.875000 Penalty: 4871.580566
	Iteration 61Q: 3 clusters Score -1900165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1900178.875000 Penalty: 4871.580566
	Iteration 62Q: 3 clusters Score -1900179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1900190.750000 Penalty: 4871.580566
	Iteration 63Q: 3 clusters Score -1900191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1900202.750000 Penalty: 4871.580566
	Iteration 64Q: 3 clusters Score -1900203 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1900223.250000 Penalty: 4871.580566
	Iteration 65Q: 3 clusters Score -1900223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1900226.250000 Penalty: 4871.580566
	Iteration 66Q: 3 clusters Score -1900226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1900238.125000 Penalty: 4871.580566
	Iteration 67Q: 3 clusters Score -1900238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1900249.875000 Penalty: 4871.580566
	Iteration 68Q: 3 clusters Score -1900250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1900272.750000 Penalty: 4871.580566
	Iteration 69Q: 3 clusters Score -1900273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1900283.000000 Penalty: 4871.580566
	Iteration 70Q: 3 clusters Score -1900283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1900284.250000 Penalty: 4871.580566
	Iteration 71Q: 3 clusters Score -1900284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1900301.250000 Penalty: 4871.580566
	Iteration 72Q: 3 clusters Score -1900301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1900309.375000 Penalty: 4871.580566
	Iteration 73Q: 3 clusters Score -1900309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1900322.750000 Penalty: 4871.580566
	Iteration 74Q: 3 clusters Score -1900323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1900332.625000 Penalty: 4871.580566
	Iteration 75Q: 3 clusters Score -1900333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1900344.625000 Penalty: 4871.580566
	Iteration 76Q: 3 clusters Score -1900345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1900351.125000 Penalty: 4871.580566
	Iteration 77Q: 3 clusters Score -1900351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1900357.000000 Penalty: 4871.580566
	Iteration 78Q: 3 clusters Score -1900357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1900372.250000 Penalty: 4871.580566
	Iteration 79Q: 3 clusters Score -1900372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1900375.125000 Penalty: 4871.580566
	Iteration 80F: 3 clusters Score -1900375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1900383.375000 Penalty: 4871.580566
	Iteration 81Q: 3 clusters Score -1900383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1900391.500000 Penalty: 4871.580566
	Iteration 82Q: 3 clusters Score -1900392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1900400.500000 Penalty: 4871.580566
	Iteration 83Q: 3 clusters Score -1900400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1900402.500000 Penalty: 4871.580566
	Iteration 84Q: 3 clusters Score -1900402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1900416.375000 Penalty: 4871.580566
	Iteration 85Q: 3 clusters Score -1900416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1900424.250000 Penalty: 4871.580566
	Iteration 86Q: 3 clusters Score -1900424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1900440.875000 Penalty: 4871.580566
	Iteration 87Q: 3 clusters Score -1900441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1900449.500000 Penalty: 4871.580566
	Iteration 88Q: 3 clusters Score -1900450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1900465.000000 Penalty: 4871.580566
	Iteration 89Q: 3 clusters Score -1900465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1900471.875000 Penalty: 4871.580566
	Iteration 90Q: 3 clusters Score -1900472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1900478.750000 Penalty: 4871.580566
	Iteration 91Q: 3 clusters Score -1900479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1900489.250000 Penalty: 4871.580566
	Iteration 92Q: 3 clusters Score -1900489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1900498.250000 Penalty: 4871.580566
	Iteration 93Q: 3 clusters Score -1900498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1900501.875000 Penalty: 4871.580566
	Iteration 94Q: 3 clusters Score -1900502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1900504.750000 Penalty: 4871.580566
	Iteration 95Q: 3 clusters Score -1900505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1900505.750000 Penalty: 4871.580566
	Iteration 96Q: 3 clusters Score -1900506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1900513.625000 Penalty: 4871.580566
	Iteration 97Q: 3 clusters Score -1900514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1900517.125000 Penalty: 4871.580566
	Iteration 98Q: 3 clusters Score -1900517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1900513.750000 Penalty: 4871.580566
	Iteration 99Q: 3 clusters Score -1900514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1900514.250000 Penalty: 4871.580566
	Iteration 100F: 3 clusters Score -1900514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1900521.000000 Penalty: 4871.580566
	Iteration 101Q: 3 clusters Score -1900521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1900524.000000 Penalty: 4871.580566
	Iteration 102Q: 3 clusters Score -1900524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1900529.250000 Penalty: 4871.580566
	Iteration 103Q: 3 clusters Score -1900529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1900526.125000 Penalty: 4871.580566
	Iteration 104Q: 3 clusters Score -1900526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1900525.875000 Penalty: 4871.580566
	Iteration 105Q: 3 clusters Score -1900526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1900530.875000 Penalty: 4871.580566
	Iteration 106Q: 3 clusters Score -1900531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1900533.625000 Penalty: 4871.580566
	Iteration 107Q: 3 clusters Score -1900534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1900531.250000 Penalty: 4871.580566
	Iteration 108Q: 3 clusters Score -1900531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1900532.250000 Penalty: 4871.580566
	Iteration 109Q: 3 clusters Score -1900532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1900532.875000 Penalty: 4871.580566
	Iteration 110Q: 3 clusters Score -1900533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1900531.625000 Penalty: 4871.580566
	Iteration 111Q: 3 clusters Score -1900532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1900531.750000 Penalty: 4871.580566
	Iteration 112Q: 3 clusters Score -1900532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1900533.375000 Penalty: 4871.580566
	Iteration 113Q: 3 clusters Score -1900533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1900532.875000 Penalty: 4871.580566
	Iteration 114Q: 3 clusters Score -1900533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1900531.875000 Penalty: 4871.580566
	Iteration 115Q: 3 clusters Score -1900532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1900531.750000 Penalty: 4871.580566
	Iteration 116Q: 3 clusters Score -1900532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1900531.875000 Penalty: 4871.580566
	Iteration 117Q: 3 clusters Score -1900532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1900531.875000 Penalty: 4871.580566
	Iteration 118F: 3 clusters Score -1900532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Entering Unmasked Estep 
Score: -1916966.125000 Penalty: 2410.675537
	Iteration 0F: 2 clusters Score -1916966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1905057.500000 Penalty: 4821.351074
	Iteration 0F: 3 clusters Score -1905058 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1909061.750000 Penalty: 4821.351074
	Iteration 1F: 3 clusters Score -1909062 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1909397.375000 Penalty: 4821.351074
	Iteration 2F: 3 clusters Score -1909397 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1909646.500000 Penalty: 4821.351074
	Iteration 3Q: 3 clusters Score -1909646 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1909878.375000 Penalty: 4821.351074
	Iteration 4Q: 3 clusters Score -1909878 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1910142.000000 Penalty: 4821.351074
	Iteration 5Q: 3 clusters Score -1910142 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1910461.625000 Penalty: 4821.351074
	Iteration 6Q: 3 clusters Score -1910462 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1910907.375000 Penalty: 4821.351074
	Iteration 7Q: 3 clusters Score -1910907 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1911476.000000 Penalty: 4821.351074
	Iteration 8F: 3 clusters Score -1911476 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1912090.625000 Penalty: 4821.351074
	Iteration 9F: 3 clusters Score -1912091 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1912666.250000 Penalty: 4821.351074
	Iteration 10Q: 3 clusters Score -1912666 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1913148.000000 Penalty: 4821.351074
	Iteration 11Q: 3 clusters Score -1913148 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1913543.875000 Penalty: 4821.351074
	Iteration 12Q: 3 clusters Score -1913544 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1913823.375000 Penalty: 4821.351074
	Iteration 13Q: 3 clusters Score -1913823 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1914039.250000 Penalty: 4821.351074
	Iteration 14Q: 3 clusters Score -1914039 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1914230.125000 Penalty: 4821.351074
	Iteration 15Q: 3 clusters Score -1914230 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1914370.875000 Penalty: 4821.351074
	Iteration 16Q: 3 clusters Score -1914371 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1914472.875000 Penalty: 4821.351074
	Iteration 17Q: 3 clusters Score -1914473 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1914542.125000 Penalty: 4821.351074
	Iteration 18Q: 3 clusters Score -1914542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1914590.750000 Penalty: 4821.351074
	Iteration 19Q: 3 clusters Score -1914591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1914631.750000 Penalty: 4821.351074
	Iteration 20F: 3 clusters Score -1914632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1914665.000000 Penalty: 4821.351074
	Iteration 21Q: 3 clusters Score -1914665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1914703.250000 Penalty: 4821.351074
	Iteration 22Q: 3 clusters Score -1914703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1914726.250000 Penalty: 4821.351074
	Iteration 23Q: 3 clusters Score -1914726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1914753.000000 Penalty: 4821.351074
	Iteration 24Q: 3 clusters Score -1914753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1914772.875000 Penalty: 4821.351074
	Iteration 25Q: 3 clusters Score -1914773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1914792.250000 Penalty: 4821.351074
	Iteration 26Q: 3 clusters Score -1914792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1914815.375000 Penalty: 4821.351074
	Iteration 27Q: 3 clusters Score -1914815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1914828.750000 Penalty: 4821.351074
	Iteration 28Q: 3 clusters Score -1914829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1914837.125000 Penalty: 4821.351074
	Iteration 29Q: 3 clusters Score -1914837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1914846.500000 Penalty: 4821.351074
	Iteration 30Q: 3 clusters Score -1914846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1914853.250000 Penalty: 4821.351074
	Iteration 31Q: 3 clusters Score -1914853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1914854.625000 Penalty: 4821.351074
	Iteration 32Q: 3 clusters Score -1914855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1914866.250000 Penalty: 4821.351074
	Iteration 33Q: 3 clusters Score -1914866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1914873.875000 Penalty: 4821.351074
	Iteration 34Q: 3 clusters Score -1914874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1914882.000000 Penalty: 4821.351074
	Iteration 35Q: 3 clusters Score -1914882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1914894.250000 Penalty: 4821.351074
	Iteration 36Q: 3 clusters Score -1914894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1914903.000000 Penalty: 4821.351074
	Iteration 37Q: 3 clusters Score -1914903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1914909.875000 Penalty: 4821.351074
	Iteration 38Q: 3 clusters Score -1914910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1914911.625000 Penalty: 4821.351074
	Iteration 39Q: 3 clusters Score -1914912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1914912.125000 Penalty: 4821.351074
	Iteration 40F: 3 clusters Score -1914912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1914915.750000 Penalty: 4821.351074
	Iteration 41Q: 3 clusters Score -1914916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1914918.375000 Penalty: 4821.351074
	Iteration 42Q: 3 clusters Score -1914918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1914918.875000 Penalty: 4821.351074
	Iteration 43Q: 3 clusters Score -1914919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1914918.875000 Penalty: 4821.351074
	Iteration 44F: 3 clusters Score -1914919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -239782.015625 Penalty: 1955.654907
	Iteration 0F: 2 clusters Score -239782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -236742.593750 Penalty: 3911.309814
	Iteration 0F: 3 clusters Score -236742.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -237664.546875 Penalty: 3911.309814
	Iteration 1F: 3 clusters Score -237664.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -238254.765625 Penalty: 3911.309814
	Iteration 2F: 3 clusters Score -238254.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -238713.671875 Penalty: 3911.309814
	Iteration 3F: 3 clusters Score -238713.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -238980.156250 Penalty: 3911.309814
	Iteration 4F: 3 clusters Score -238980.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239171.421875 Penalty: 3911.309814
	Iteration 5F: 3 clusters Score -239171.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -239298.406250 Penalty: 3911.309814
	Iteration 6Q: 3 clusters Score -239298.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -239368.687500 Penalty: 3911.309814
	Iteration 7Q: 3 clusters Score -239368.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -239418.093750 Penalty: 3911.309814
	Iteration 8Q: 3 clusters Score -239418.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239446.765625 Penalty: 3911.309814
	Iteration 9Q: 3 clusters Score -239446.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239462.921875 Penalty: 3911.309814
	Iteration 10Q: 3 clusters Score -239462.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239488.625000 Penalty: 3911.309814
	Iteration 11Q: 3 clusters Score -239488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -239535.468750 Penalty: 3911.309814
	Iteration 12Q: 3 clusters Score -239535.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -239568.031250 Penalty: 3911.309814
	Iteration 13Q: 3 clusters Score -239568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -239593.046875 Penalty: 3911.309814
	Iteration 14Q: 3 clusters Score -239593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -239610.828125 Penalty: 3911.309814
	Iteration 15Q: 3 clusters Score -239610.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -239629.375000 Penalty: 3911.309814
	Iteration 16Q: 3 clusters Score -239629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239646.203125 Penalty: 3911.309814
	Iteration 17Q: 3 clusters Score -239646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -239662.671875 Penalty: 3911.309814
	Iteration 18Q: 3 clusters Score -239662.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -239674.609375 Penalty: 3911.309814
	Iteration 19Q: 3 clusters Score -239674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -239681.500000 Penalty: 3911.309814
	Iteration 20F: 3 clusters Score -239681.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -239689.234375 Penalty: 3911.309814
	Iteration 21Q: 3 clusters Score -239689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -239691.437500 Penalty: 3911.309814
	Iteration 22Q: 3 clusters Score -239691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239691.750000 Penalty: 3911.309814
	Iteration 23Q: 3 clusters Score -239691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239692.390625 Penalty: 3911.309814
	Iteration 24Q: 3 clusters Score -239692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239692.390625 Penalty: 3911.309814
	Iteration 25F: 3 clusters Score -239692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -490053.250000 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -490053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -485815.656250 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -485815.7 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -486856.250000 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -486856.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -487514.687500 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -487514.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -488723.343750 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -488723.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -489678.750000 Penalty: 4172.819824
	Iteration 4F: 3 clusters Score -489678.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -490246.218750 Penalty: 4172.819824
	Iteration 5F: 3 clusters Score -490246.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -490564.656250 Penalty: 4172.819824
	Iteration 6F: 3 clusters Score -490564.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -490723.187500 Penalty: 4172.819824
	Iteration 7Q: 3 clusters Score -490723.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -490799.375000 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -490799.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -490848.937500 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -490848.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490891.250000 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -490891.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -490930.062500 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -490930.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -490960.156250 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -490960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -490980.906250 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -490980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -490994.718750 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -490994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -491007.968750 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -491008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -491014.812500 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -491014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -491021.625000 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -491021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -491036.125000 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -491036.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -491047.437500 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -491047.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -491054.656250 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -491054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -491063.500000 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -491063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -491077.687500 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -491077.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -491088.156250 Penalty: 4172.819824
	Iteration 23Q: 3 clusters Score -491088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -491102.093750 Penalty: 4172.819824
	Iteration 24Q: 3 clusters Score -491102.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -491115.875000 Penalty: 4172.819824
	Iteration 25Q: 3 clusters Score -491115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -491133.000000 Penalty: 4172.819824
	Iteration 26Q: 3 clusters Score -491133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -491155.031250 Penalty: 4172.819824
	Iteration 27Q: 3 clusters Score -491155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -491177.906250 Penalty: 4172.819824
	Iteration 28Q: 3 clusters Score -491177.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -491212.125000 Penalty: 4172.819824
	Iteration 29Q: 3 clusters Score -491212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -491236.562500 Penalty: 4172.819824
	Iteration 30Q: 3 clusters Score -491236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -491261.250000 Penalty: 4172.819824
	Iteration 31Q: 3 clusters Score -491261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -491277.375000 Penalty: 4172.819824
	Iteration 32Q: 3 clusters Score -491277.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -491285.531250 Penalty: 4172.819824
	Iteration 33Q: 3 clusters Score -491285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -491290.187500 Penalty: 4172.819824
	Iteration 34Q: 3 clusters Score -491290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -491292.500000 Penalty: 4172.819824
	Iteration 35Q: 3 clusters Score -491292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -491295.843750 Penalty: 4172.819824
	Iteration 36Q: 3 clusters Score -491295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -491295.968750 Penalty: 4172.819824
	Iteration 37Q: 3 clusters Score -491296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -491299.000000 Penalty: 4172.819824
	Iteration 38Q: 3 clusters Score -491299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -491299.375000 Penalty: 4172.819824
	Iteration 39Q: 3 clusters Score -491299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -491299.375000 Penalty: 4172.819824
	Iteration 40F: 3 clusters Score -491299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 4707 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 3925 members 
Mstep: Class 76 contains 11248 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Mstep: Class 97 contains 4110 members 
Mstep: Class 98 contains 3953 members 
Mstep: Class 99 contains 580 members 
Entering Unmasked Estep 
Score: -212264000.000000 Penalty: 355715.875000
Splitting cluster 75 changes total score from -212260784.000000 to -212264000.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 76 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -1242878.125000 Penalty: 2313.330566
	Iteration 0F: 2 clusters Score -1242878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1234471.625000 Penalty: 4626.661133
	Iteration 0F: 3 clusters Score -1234472 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1237431.250000 Penalty: 4626.661133
	Iteration 1F: 3 clusters Score -1237431 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1238345.500000 Penalty: 4626.661133
	Iteration 2F: 3 clusters Score -1238346 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1239519.875000 Penalty: 4626.661133
	Iteration 3F: 3 clusters Score -1239520 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1240808.375000 Penalty: 4626.661133
	Iteration 4F: 3 clusters Score -1240808 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1241823.875000 Penalty: 4626.661133
	Iteration 5F: 3 clusters Score -1241824 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1242471.375000 Penalty: 4626.661133
	Iteration 6F: 3 clusters Score -1242471 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1242830.875000 Penalty: 4626.661133
	Iteration 7Q: 3 clusters Score -1242831 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1243010.500000 Penalty: 4626.661133
	Iteration 8Q: 3 clusters Score -1243010 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1243111.625000 Penalty: 4626.661133
	Iteration 9Q: 3 clusters Score -1243112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1243160.125000 Penalty: 4626.661133
	Iteration 10Q: 3 clusters Score -1243160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1243194.250000 Penalty: 4626.661133
	Iteration 11Q: 3 clusters Score -1243194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1243216.250000 Penalty: 4626.661133
	Iteration 12Q: 3 clusters Score -1243216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1243228.625000 Penalty: 4626.661133
	Iteration 13Q: 3 clusters Score -1243229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1243238.000000 Penalty: 4626.661133
	Iteration 14Q: 3 clusters Score -1243238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1243249.375000 Penalty: 4626.661133
	Iteration 15Q: 3 clusters Score -1243249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1243252.125000 Penalty: 4626.661133
	Iteration 16Q: 3 clusters Score -1243252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1243257.125000 Penalty: 4626.661133
	Iteration 17Q: 3 clusters Score -1243257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1243259.375000 Penalty: 4626.661133
	Iteration 18Q: 3 clusters Score -1243259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1243259.875000 Penalty: 4626.661133
	Iteration 19Q: 3 clusters Score -1243260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1243267.125000 Penalty: 4626.661133
	Iteration 20F: 3 clusters Score -1243267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1243268.875000 Penalty: 4626.661133
	Iteration 21Q: 3 clusters Score -1243269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1243271.125000 Penalty: 4626.661133
	Iteration 22Q: 3 clusters Score -1243271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1243271.625000 Penalty: 4626.661133
	Iteration 23Q: 3 clusters Score -1243272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1243276.500000 Penalty: 4626.661133
	Iteration 24Q: 3 clusters Score -1243276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1243281.125000 Penalty: 4626.661133
	Iteration 25Q: 3 clusters Score -1243281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1243281.250000 Penalty: 4626.661133
	Iteration 26Q: 3 clusters Score -1243281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1243284.500000 Penalty: 4626.661133
	Iteration 27Q: 3 clusters Score -1243284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1243287.125000 Penalty: 4626.661133
	Iteration 28Q: 3 clusters Score -1243287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1243286.750000 Penalty: 4626.661133
	Iteration 29Q: 3 clusters Score -1243287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1243289.250000 Penalty: 4626.661133
	Iteration 30Q: 3 clusters Score -1243289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1243292.375000 Penalty: 4626.661133
	Iteration 31Q: 3 clusters Score -1243292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1243289.875000 Penalty: 4626.661133
	Iteration 32Q: 3 clusters Score -1243290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1243290.625000 Penalty: 4626.661133
	Iteration 33Q: 3 clusters Score -1243291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1243289.375000 Penalty: 4626.661133
	Iteration 34Q: 3 clusters Score -1243289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1243291.375000 Penalty: 4626.661133
	Iteration 35Q: 3 clusters Score -1243291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1243291.125000 Penalty: 4626.661133
	Iteration 36Q: 3 clusters Score -1243291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1243287.875000 Penalty: 4626.661133
	Iteration 37Q: 3 clusters Score -1243288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1243289.000000 Penalty: 4626.661133
	Iteration 38Q: 3 clusters Score -1243289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1243289.000000 Penalty: 4626.661133
	Iteration 39F: 3 clusters Score -1243289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 4707 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 3925 members 
Mstep: Class 76 contains 3371 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 3712 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Mstep: Class 97 contains 4110 members 
Mstep: Class 98 contains 3953 members 
Mstep: Class 99 contains 580 members 
Mstep: Class 100 contains 7877 members 
Entering Unmasked Estep 
Score: -212263216.000000 Penalty: 359308.937500
Splitting cluster 76 changes total score from -212260784.000000 to -212263216.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 77 (37000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Entering Unmasked Estep 
Score: -3791183.000000 Penalty: 2608.630859
	Iteration 0F: 2 clusters Score -3791183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3766194.750000 Penalty: 5217.261719
	Iteration 0F: 3 clusters Score -3766195 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3775848.000000 Penalty: 5217.261719
	Iteration 1F: 3 clusters Score -3775848 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3777044.000000 Penalty: 5217.261719
	Iteration 2F: 3 clusters Score -3777044 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3778354.250000 Penalty: 5217.261719
	Iteration 3F: 3 clusters Score -3778354 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3779617.750000 Penalty: 5217.261719
	Iteration 4F: 3 clusters Score -3779618 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3780729.000000 Penalty: 5217.261719
	Iteration 5F: 3 clusters Score -3780729 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3781610.250000 Penalty: 5217.261719
	Iteration 6F: 3 clusters Score -3781610 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3782222.250000 Penalty: 5217.261719
	Iteration 7Q: 3 clusters Score -3782222 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3782658.750000 Penalty: 5217.261719
	Iteration 8Q: 3 clusters Score -3782659 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3782972.500000 Penalty: 5217.261719
	Iteration 9Q: 3 clusters Score -3782972 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3783204.250000 Penalty: 5217.261719
	Iteration 10Q: 3 clusters Score -3783204 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3783385.500000 Penalty: 5217.261719
	Iteration 11Q: 3 clusters Score -3783386 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3783540.500000 Penalty: 5217.261719
	Iteration 12Q: 3 clusters Score -3783540 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3783647.250000 Penalty: 5217.261719
	Iteration 13Q: 3 clusters Score -3783647 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3783727.750000 Penalty: 5217.261719
	Iteration 14Q: 3 clusters Score -3783728 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3783773.750000 Penalty: 5217.261719
	Iteration 15Q: 3 clusters Score -3783774 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3783838.250000 Penalty: 5217.261719
	Iteration 16Q: 3 clusters Score -3783838 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3783902.000000 Penalty: 5217.261719
	Iteration 17Q: 3 clusters Score -3783902 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3783967.750000 Penalty: 5217.261719
	Iteration 18Q: 3 clusters Score -3783968 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3783997.250000 Penalty: 5217.261719
	Iteration 19Q: 3 clusters Score -3783997 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3784068.500000 Penalty: 5217.261719
	Iteration 20F: 3 clusters Score -3784068 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3784105.750000 Penalty: 5217.261719
	Iteration 21Q: 3 clusters Score -3784106 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3784171.000000 Penalty: 5217.261719
	Iteration 22Q: 3 clusters Score -3784171 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3784227.500000 Penalty: 5217.261719
	Iteration 23Q: 3 clusters Score -3784228 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3784282.000000 Penalty: 5217.261719
	Iteration 24Q: 3 clusters Score -3784282 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3784349.750000 Penalty: 5217.261719
	Iteration 25Q: 3 clusters Score -3784350 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3784414.250000 Penalty: 5217.261719
	Iteration 26Q: 3 clusters Score -3784414 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3784510.250000 Penalty: 5217.261719
	Iteration 27Q: 3 clusters Score -3784510 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3784606.000000 Penalty: 5217.261719
	Iteration 28Q: 3 clusters Score -3784606 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3784700.750000 Penalty: 5217.261719
	Iteration 29Q: 3 clusters Score -3784701 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3784823.500000 Penalty: 5217.261719
	Iteration 30Q: 3 clusters Score -3784824 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3784943.250000 Penalty: 5217.261719
	Iteration 31Q: 3 clusters Score -3784943 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3785125.000000 Penalty: 5217.261719
	Iteration 32Q: 3 clusters Score -3785125 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3785391.000000 Penalty: 5217.261719
	Iteration 33Q: 3 clusters Score -3785391 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3785732.000000 Penalty: 5217.261719
	Iteration 34Q: 3 clusters Score -3785732 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3786111.000000 Penalty: 5217.261719
	Iteration 35Q: 3 clusters Score -3786111 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3786508.250000 Penalty: 5217.261719
	Iteration 36Q: 3 clusters Score -3786508 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3786911.500000 Penalty: 5217.261719
	Iteration 37Q: 3 clusters Score -3786912 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3787262.500000 Penalty: 5217.261719
	Iteration 38Q: 3 clusters Score -3787262 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3787576.750000 Penalty: 5217.261719
	Iteration 39Q: 3 clusters Score -3787577 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3787852.000000 Penalty: 5217.261719
	Iteration 40F: 3 clusters Score -3787852 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3788099.500000 Penalty: 5217.261719
	Iteration 41Q: 3 clusters Score -3788100 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3788308.750000 Penalty: 5217.261719
	Iteration 42Q: 3 clusters Score -3788309 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3788519.000000 Penalty: 5217.261719
	Iteration 43Q: 3 clusters Score -3788519 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3788713.250000 Penalty: 5217.261719
	Iteration 44Q: 3 clusters Score -3788713 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3788938.000000 Penalty: 5217.261719
	Iteration 45Q: 3 clusters Score -3788938 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3789123.250000 Penalty: 5217.261719
	Iteration 46Q: 3 clusters Score -3789123 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -3789272.000000 Penalty: 5217.261719
	Iteration 47Q: 3 clusters Score -3789272 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3789374.500000 Penalty: 5217.261719
	Iteration 48Q: 3 clusters Score -3789374 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3789469.250000 Penalty: 5217.261719
	Iteration 49Q: 3 clusters Score -3789469 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3789540.000000 Penalty: 5217.261719
	Iteration 50Q: 3 clusters Score -3789540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3789621.000000 Penalty: 5217.261719
	Iteration 51Q: 3 clusters Score -3789621 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3789681.000000 Penalty: 5217.261719
	Iteration 52Q: 3 clusters Score -3789681 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3789710.750000 Penalty: 5217.261719
	Iteration 53Q: 3 clusters Score -3789711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -3789760.750000 Penalty: 5217.261719
	Iteration 54Q: 3 clusters Score -3789761 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3789800.000000 Penalty: 5217.261719
	Iteration 55Q: 3 clusters Score -3789800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -3789827.500000 Penalty: 5217.261719
	Iteration 56Q: 3 clusters Score -3789828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3789846.500000 Penalty: 5217.261719
	Iteration 57Q: 3 clusters Score -3789846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3789863.250000 Penalty: 5217.261719
	Iteration 58Q: 3 clusters Score -3789863 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3789885.000000 Penalty: 5217.261719
	Iteration 59Q: 3 clusters Score -3789885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -3789899.250000 Penalty: 5217.261719
	Iteration 60F: 3 clusters Score -3789899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3789922.000000 Penalty: 5217.261719
	Iteration 61Q: 3 clusters Score -3789922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3789945.750000 Penalty: 5217.261719
	Iteration 62Q: 3 clusters Score -3789946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3789963.750000 Penalty: 5217.261719
	Iteration 63Q: 3 clusters Score -3789964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3789990.750000 Penalty: 5217.261719
	Iteration 64Q: 3 clusters Score -3789991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -3789993.500000 Penalty: 5217.261719
	Iteration 65Q: 3 clusters Score -3789994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -3790014.500000 Penalty: 5217.261719
	Iteration 66Q: 3 clusters Score -3790014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -3790019.500000 Penalty: 5217.261719
	Iteration 67Q: 3 clusters Score -3790020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -3790040.000000 Penalty: 5217.261719
	Iteration 68Q: 3 clusters Score -3790040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3790060.000000 Penalty: 5217.261719
	Iteration 69Q: 3 clusters Score -3790060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -3790083.250000 Penalty: 5217.261719
	Iteration 70Q: 3 clusters Score -3790083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -3790091.000000 Penalty: 5217.261719
	Iteration 71Q: 3 clusters Score -3790091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -3790104.000000 Penalty: 5217.261719
	Iteration 72Q: 3 clusters Score -3790104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3790113.750000 Penalty: 5217.261719
	Iteration 73Q: 3 clusters Score -3790114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -3790123.000000 Penalty: 5217.261719
	Iteration 74Q: 3 clusters Score -3790123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -3790134.750000 Penalty: 5217.261719
	Iteration 75Q: 3 clusters Score -3790135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -3790133.250000 Penalty: 5217.261719
	Iteration 76Q: 3 clusters Score -3790133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3790130.500000 Penalty: 5217.261719
	Iteration 77Q: 3 clusters Score -3790130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3790140.750000 Penalty: 5217.261719
	Iteration 78Q: 3 clusters Score -3790141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3790141.000000 Penalty: 5217.261719
	Iteration 79Q: 3 clusters Score -3790141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -3790141.250000 Penalty: 5217.261719
	Iteration 80F: 3 clusters Score -3790141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -3790142.750000 Penalty: 5217.261719
	Iteration 81Q: 3 clusters Score -3790143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -3790146.250000 Penalty: 5217.261719
	Iteration 82Q: 3 clusters Score -3790146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -3790145.250000 Penalty: 5217.261719
	Iteration 83Q: 3 clusters Score -3790145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -3790144.500000 Penalty: 5217.261719
	Iteration 84Q: 3 clusters Score -3790144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -3790146.500000 Penalty: 5217.261719
	Iteration 85Q: 3 clusters Score -3790146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -3790146.500000 Penalty: 5217.261719
	Iteration 86Q: 3 clusters Score -3790146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -3790149.500000 Penalty: 5217.261719
	Iteration 87Q: 3 clusters Score -3790150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3790148.250000 Penalty: 5217.261719
	Iteration 88Q: 3 clusters Score -3790148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3790152.250000 Penalty: 5217.261719
	Iteration 89Q: 3 clusters Score -3790152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3790147.000000 Penalty: 5217.261719
	Iteration 90Q: 3 clusters Score -3790147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -3790149.250000 Penalty: 5217.261719
	Iteration 91Q: 3 clusters Score -3790149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -3790153.250000 Penalty: 5217.261719
	Iteration 92Q: 3 clusters Score -3790153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -3790157.500000 Penalty: 5217.261719
	Iteration 93Q: 3 clusters Score -3790158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -3790156.500000 Penalty: 5217.261719
	Iteration 94Q: 3 clusters Score -3790156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -3790156.750000 Penalty: 5217.261719
	Iteration 95Q: 3 clusters Score -3790157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -3790160.750000 Penalty: 5217.261719
	Iteration 96Q: 3 clusters Score -3790161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -3790164.000000 Penalty: 5217.261719
	Iteration 97Q: 3 clusters Score -3790164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3790164.000000 Penalty: 5217.261719
	Iteration 98Q: 3 clusters Score -3790164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -3790162.000000 Penalty: 5217.261719
	Iteration 99Q: 3 clusters Score -3790162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3790161.000000 Penalty: 5217.261719
	Iteration 100F: 3 clusters Score -3790161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -3790162.750000 Penalty: 5217.261719
	Iteration 101Q: 3 clusters Score -3790163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3790162.750000 Penalty: 5217.261719
	Iteration 102Q: 3 clusters Score -3790163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3790162.750000 Penalty: 5217.261719
	Iteration 103F: 3 clusters Score -3790163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (56577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Entering Unmasked Estep 
Score: -6474870.000000 Penalty: 2713.952637
	Iteration 0F: 2 clusters Score -6474870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6436725.000000 Penalty: 5427.905273
	Iteration 0F: 3 clusters Score -6436725 nChanged 26250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -6451542.000000 Penalty: 5427.905273
	Iteration 1F: 3 clusters Score -6451542 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -6452418.500000 Penalty: 5427.905273
	Iteration 2Q: 3 clusters Score -6452418 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -6453510.000000 Penalty: 5427.905273
	Iteration 3Q: 3 clusters Score -6453510 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6455155.000000 Penalty: 5427.905273
	Iteration 4F: 3 clusters Score -6455155 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -6457598.000000 Penalty: 5427.905273
	Iteration 5F: 3 clusters Score -6457598 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6460532.000000 Penalty: 5427.905273
	Iteration 6F: 3 clusters Score -6460532 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -6463552.000000 Penalty: 5427.905273
	Iteration 7F: 3 clusters Score -6463552 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6466172.000000 Penalty: 5427.905273
	Iteration 8F: 3 clusters Score -6466172 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -6468283.500000 Penalty: 5427.905273
	Iteration 9Q: 3 clusters Score -6468284 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6469934.500000 Penalty: 5427.905273
	Iteration 10Q: 3 clusters Score -6469934 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6471052.000000 Penalty: 5427.905273
	Iteration 11Q: 3 clusters Score -6471052 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6471723.000000 Penalty: 5427.905273
	Iteration 12Q: 3 clusters Score -6471723 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6472116.000000 Penalty: 5427.905273
	Iteration 13Q: 3 clusters Score -6472116 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6472309.000000 Penalty: 5427.905273
	Iteration 14Q: 3 clusters Score -6472309 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6472481.000000 Penalty: 5427.905273
	Iteration 15Q: 3 clusters Score -6472481 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6472562.000000 Penalty: 5427.905273
	Iteration 16Q: 3 clusters Score -6472562 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6472614.500000 Penalty: 5427.905273
	Iteration 17Q: 3 clusters Score -6472614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6472682.500000 Penalty: 5427.905273
	Iteration 18Q: 3 clusters Score -6472682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6472721.500000 Penalty: 5427.905273
	Iteration 19Q: 3 clusters Score -6472722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6472743.500000 Penalty: 5427.905273
	Iteration 20F: 3 clusters Score -6472744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6472780.000000 Penalty: 5427.905273
	Iteration 21Q: 3 clusters Score -6472780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6472812.500000 Penalty: 5427.905273
	Iteration 22Q: 3 clusters Score -6472812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6472833.000000 Penalty: 5427.905273
	Iteration 23Q: 3 clusters Score -6472833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6472845.500000 Penalty: 5427.905273
	Iteration 24Q: 3 clusters Score -6472846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6472870.000000 Penalty: 5427.905273
	Iteration 25Q: 3 clusters Score -6472870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6472888.500000 Penalty: 5427.905273
	Iteration 26Q: 3 clusters Score -6472888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6472897.000000 Penalty: 5427.905273
	Iteration 27Q: 3 clusters Score -6472897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6472921.000000 Penalty: 5427.905273
	Iteration 28Q: 3 clusters Score -6472921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6472925.000000 Penalty: 5427.905273
	Iteration 29Q: 3 clusters Score -6472925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6472929.000000 Penalty: 5427.905273
	Iteration 30Q: 3 clusters Score -6472929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6472929.000000 Penalty: 5427.905273
	Iteration 31Q: 3 clusters Score -6472929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6472935.000000 Penalty: 5427.905273
	Iteration 32Q: 3 clusters Score -6472935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6472930.000000 Penalty: 5427.905273
	Iteration 33Q: 3 clusters Score -6472930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6472930.000000 Penalty: 5427.905273
	Iteration 34F: 3 clusters Score -6472930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (9119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Entering Unmasked Estep 
Score: -989606.500000 Penalty: 2261.292725
	Iteration 0F: 2 clusters Score -989606.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -982534.187500 Penalty: 4522.585449
	Iteration 0F: 3 clusters Score -982534.2 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -984501.562500 Penalty: 4522.585449
	Iteration 1F: 3 clusters Score -984501.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -984892.812500 Penalty: 4522.585449
	Iteration 2F: 3 clusters Score -984892.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -985381.625000 Penalty: 4522.585449
	Iteration 3F: 3 clusters Score -985381.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -986038.812500 Penalty: 4522.585449
	Iteration 4F: 3 clusters Score -986038.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -986869.687500 Penalty: 4522.585449
	Iteration 5F: 3 clusters Score -986869.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -987683.937500 Penalty: 4522.585449
	Iteration 6F: 3 clusters Score -987683.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -988312.750000 Penalty: 4522.585449
	Iteration 7F: 3 clusters Score -988312.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -988692.187500 Penalty: 4522.585449
	Iteration 8F: 3 clusters Score -988692.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -988912.437500 Penalty: 4522.585449
	Iteration 9Q: 3 clusters Score -988912.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -989011.625000 Penalty: 4522.585449
	Iteration 10Q: 3 clusters Score -989011.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -989061.812500 Penalty: 4522.585449
	Iteration 11Q: 3 clusters Score -989061.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -989088.000000 Penalty: 4522.585449
	Iteration 12Q: 3 clusters Score -989088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -989103.187500 Penalty: 4522.585449
	Iteration 13Q: 3 clusters Score -989103.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -989112.125000 Penalty: 4522.585449
	Iteration 14Q: 3 clusters Score -989112.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -989120.687500 Penalty: 4522.585449
	Iteration 15Q: 3 clusters Score -989120.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -989127.250000 Penalty: 4522.585449
	Iteration 16Q: 3 clusters Score -989127.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -989136.312500 Penalty: 4522.585449
	Iteration 17Q: 3 clusters Score -989136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -989140.875000 Penalty: 4522.585449
	Iteration 18Q: 3 clusters Score -989140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -989144.375000 Penalty: 4522.585449
	Iteration 19Q: 3 clusters Score -989144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -989147.250000 Penalty: 4522.585449
	Iteration 20F: 3 clusters Score -989147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -989147.625000 Penalty: 4522.585449
	Iteration 21Q: 3 clusters Score -989147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -989149.750000 Penalty: 4522.585449
	Iteration 22Q: 3 clusters Score -989149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -989151.687500 Penalty: 4522.585449
	Iteration 23Q: 3 clusters Score -989151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -989152.812500 Penalty: 4522.585449
	Iteration 24Q: 3 clusters Score -989152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -989153.062500 Penalty: 4522.585449
	Iteration 25Q: 3 clusters Score -989153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -989151.750000 Penalty: 4522.585449
	Iteration 26Q: 3 clusters Score -989151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -989153.437500 Penalty: 4522.585449
	Iteration 27Q: 3 clusters Score -989153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -989153.125000 Penalty: 4522.585449
	Iteration 28Q: 3 clusters Score -989153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -989156.125000 Penalty: 4522.585449
	Iteration 29Q: 3 clusters Score -989156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -989155.562500 Penalty: 4522.585449
	Iteration 30Q: 3 clusters Score -989155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -989156.250000 Penalty: 4522.585449
	Iteration 31Q: 3 clusters Score -989156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -989156.125000 Penalty: 4522.585449
	Iteration 32Q: 3 clusters Score -989156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -989157.687500 Penalty: 4522.585449
	Iteration 33Q: 3 clusters Score -989157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -989157.437500 Penalty: 4522.585449
	Iteration 34Q: 3 clusters Score -989157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -989158.312500 Penalty: 4522.585449
	Iteration 35Q: 3 clusters Score -989158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -989158.312500 Penalty: 4522.585449
	Iteration 36F: 3 clusters Score -989158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -372572.625000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -372572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -368956.312500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -368956.3 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -370092.937500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -370092.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -370575.562500 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -370575.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -370895.468750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -370895.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -371119.781250 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -371119.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -371294.281250 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -371294.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -371447.312500 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -371447.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -371582.750000 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -371582.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -371705.812500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -371705.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -371840.187500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -371840.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -372038.156250 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -372038.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -372251.312500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -372251.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -372409.593750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -372409.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -372524.875000 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -372524.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -372616.406250 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -372616.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -372688.250000 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -372688.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -372742.562500 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -372742.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -372779.312500 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -372779.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -372793.000000 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -372793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -372802.312500 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -372802.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -372811.937500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -372811.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -372820.562500 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -372820.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -372826.562500 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -372826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -372828.562500 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -372828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -372831.000000 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -372831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -372832.812500 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -372832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -372835.156250 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -372835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -372839.562500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -372839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -372844.000000 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -372844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -372849.468750 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -372849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -372852.781250 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -372852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -372855.687500 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -372855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -372859.218750 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -372859.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -372865.312500 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -372865.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -372877.343750 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -372877.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -372892.375000 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -372892.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -372906.593750 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -372906.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -372924.093750 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -372924.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -372952.968750 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -372953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -372987.812500 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -372987.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -373043.718750 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -373043.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -373140.562500 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -373140.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -373258.562500 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -373258.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -373367.437500 Penalty: 4076.785645
	Iteration 43Q: 3 clusters Score -373367.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -373496.218750 Penalty: 4076.785645
	Iteration 44Q: 3 clusters Score -373496.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -373582.531250 Penalty: 4076.785645
	Iteration 45Q: 3 clusters Score -373582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -373667.000000 Penalty: 4076.785645
	Iteration 46Q: 3 clusters Score -373667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -373691.875000 Penalty: 4076.785645
	Iteration 47Q: 3 clusters Score -373691.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -373706.468750 Penalty: 4076.785645
	Iteration 48Q: 3 clusters Score -373706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -373713.812500 Penalty: 4076.785645
	Iteration 49Q: 3 clusters Score -373713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -373717.812500 Penalty: 4076.785645
	Iteration 50Q: 3 clusters Score -373717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -373721.875000 Penalty: 4076.785645
	Iteration 51Q: 3 clusters Score -373721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -373722.968750 Penalty: 4076.785645
	Iteration 52Q: 3 clusters Score -373723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -373724.031250 Penalty: 4076.785645
	Iteration 53Q: 3 clusters Score -373724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -373724.031250 Penalty: 4076.785645
	Iteration 54F: 3 clusters Score -373724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 4707 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 3925 members 
Mstep: Class 76 contains 3371 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 1230 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 12448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Mstep: Class 97 contains 4110 members 
Mstep: Class 98 contains 3953 members 
Mstep: Class 99 contains 580 members 
Mstep: Class 100 contains 7877 members 
Mstep: Class 101 contains 2482 members 
Entering Unmasked Estep 
Score: -212262352.000000 Penalty: 362902.031250
Splitting cluster 80 changes total score from -212260784.000000 to -212262352.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 81 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -22229.160156 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -22229.16 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 111 members 
Entering Unmasked Estep 
Score: -21100.802734 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -21100.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21273.796875 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -21273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21306.152344 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -21306.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21316.986328 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -21316.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21344.367188 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -21344.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21388.333984 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -21388.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21398.289062 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -21398.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21406.066406 Penalty: 2728.624268
	Iteration 7Q: 3 clusters Score -21406.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21412.046875 Penalty: 2728.624268
	Iteration 8Q: 3 clusters Score -21412.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21419.037109 Penalty: 2728.624268
	Iteration 9Q: 3 clusters Score -21419.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21419.037109 Penalty: 2728.624268
	Iteration 10F: 3 clusters Score -21419.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -416962.843750 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -416962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -412823.875000 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -412823.9 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -413861.531250 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -413861.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -414185.000000 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -414185 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -414480.500000 Penalty: 4163.259766
	Iteration 3F: 3 clusters Score -414480.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -414719.531250 Penalty: 4163.259766
	Iteration 4F: 3 clusters Score -414719.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -414973.562500 Penalty: 4163.259766
	Iteration 5F: 3 clusters Score -414973.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -415224.906250 Penalty: 4163.259766
	Iteration 6F: 3 clusters Score -415224.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -415387.156250 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -415387.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -415494.625000 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -415494.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -415583.250000 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -415583.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -415648.656250 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -415648.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -415677.625000 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -415677.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -415693.937500 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -415693.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -415709.750000 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -415709.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -415732.000000 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -415732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -415750.656250 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -415750.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -415765.468750 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -415765.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -415779.281250 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -415779.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -415792.343750 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -415792.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -415801.812500 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -415801.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -415811.656250 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -415811.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -415820.437500 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -415820.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -415831.000000 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -415831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -415837.000000 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -415837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -415841.968750 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -415842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -415843.031250 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -415843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -415845.000000 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -415845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -415846.406250 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -415846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -415847.093750 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -415847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -415848.000000 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -415848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -415849.906250 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -415849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -415851.781250 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -415851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -415850.500000 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -415850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -415851.750000 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -415851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -415851.875000 Penalty: 4163.259766
	Iteration 34Q: 3 clusters Score -415851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -415851.656250 Penalty: 4163.259766
	Iteration 35Q: 3 clusters Score -415851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -415851.656250 Penalty: 4163.259766
	Iteration 36F: 3 clusters Score -415851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -285814.000000 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -285814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -282790.843750 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -282790.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -283487.218750 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -283487.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -283678.312500 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -283678.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -283799.593750 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -283799.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -283897.500000 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -283897.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -283990.781250 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -283990.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -284074.281250 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -284074.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -284126.968750 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -284127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -284178.187500 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -284178.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -284210.937500 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -284210.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -284247.875000 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -284247.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -284280.062500 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -284280.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -284306.343750 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -284306.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -284327.625000 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -284327.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -284344.843750 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -284344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -284359.000000 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -284359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -284371.750000 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -284371.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -284383.062500 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -284383.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -284392.250000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -284392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -284394.968750 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -284395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -284394.718750 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -284394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -284396.000000 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -284396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -284398.906250 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -284398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -284402.562500 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -284402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -284404.343750 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -284404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -284405.781250 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -284405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -284406.062500 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -284406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -284406.812500 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -284406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -284407.343750 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -284407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -284408.437500 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -284408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -284408.437500 Penalty: 3925.469238
	Iteration 30F: 3 clusters Score -284408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -223473.359375 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -223473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -220686.015625 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -220686 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -221309.734375 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -221309.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -221581.781250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -221581.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -221778.218750 Penalty: 3829.789062
	Iteration 3F: 3 clusters Score -221778.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -221920.640625 Penalty: 3829.789062
	Iteration 4F: 3 clusters Score -221920.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -222032.437500 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -222032.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -222124.000000 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -222124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -222195.953125 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -222196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -222251.328125 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -222251.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -222295.640625 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -222295.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -222318.093750 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -222318.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -222332.937500 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -222332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -222346.359375 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -222346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -222354.218750 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -222354.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -222359.609375 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -222359.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -222366.500000 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -222366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -222373.062500 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -222373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -222378.734375 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -222378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -222379.812500 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -222379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -222379.812500 Penalty: 3829.789062
	Iteration 19F: 3 clusters Score -222379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (12448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Entering Unmasked Estep 
Score: -1413956.500000 Penalty: 2338.470215
	Iteration 0F: 2 clusters Score -1413956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1404788.375000 Penalty: 4676.940430
	Iteration 0F: 3 clusters Score -1404788 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1407618.625000 Penalty: 4676.940430
	Iteration 1F: 3 clusters Score -1407619 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1408050.375000 Penalty: 4676.940430
	Iteration 2F: 3 clusters Score -1408050 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1408433.375000 Penalty: 4676.940430
	Iteration 3F: 3 clusters Score -1408433 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1408793.625000 Penalty: 4676.940430
	Iteration 4F: 3 clusters Score -1408794 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1409163.500000 Penalty: 4676.940430
	Iteration 5F: 3 clusters Score -1409164 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1409497.875000 Penalty: 4676.940430
	Iteration 6Q: 3 clusters Score -1409498 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1409810.500000 Penalty: 4676.940430
	Iteration 7Q: 3 clusters Score -1409810 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1410124.875000 Penalty: 4676.940430
	Iteration 8Q: 3 clusters Score -1410125 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1410488.875000 Penalty: 4676.940430
	Iteration 9Q: 3 clusters Score -1410489 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1410923.250000 Penalty: 4676.940430
	Iteration 10Q: 3 clusters Score -1410923 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1411457.125000 Penalty: 4676.940430
	Iteration 11Q: 3 clusters Score -1411457 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1412310.000000 Penalty: 4676.940430
	Iteration 12Q: 3 clusters Score -1412310 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1413187.625000 Penalty: 4676.940430
	Iteration 13Q: 3 clusters Score -1413188 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1413694.875000 Penalty: 4676.940430
	Iteration 14Q: 3 clusters Score -1413695 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1413920.000000 Penalty: 4676.940430
	Iteration 15Q: 3 clusters Score -1413920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1414033.125000 Penalty: 4676.940430
	Iteration 16Q: 3 clusters Score -1414033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1414073.750000 Penalty: 4676.940430
	Iteration 17Q: 3 clusters Score -1414074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1414085.000000 Penalty: 4676.940430
	Iteration 18Q: 3 clusters Score -1414085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1414089.250000 Penalty: 4676.940430
	Iteration 19Q: 3 clusters Score -1414089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1414093.625000 Penalty: 4676.940430
	Iteration 20F: 3 clusters Score -1414094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1414097.375000 Penalty: 4676.940430
	Iteration 21Q: 3 clusters Score -1414097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1414097.000000 Penalty: 4676.940430
	Iteration 22Q: 3 clusters Score -1414097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1414097.000000 Penalty: 4676.940430
	Iteration 23Q: 3 clusters Score -1414097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1414097.250000 Penalty: 4676.940430
	Iteration 24Q: 3 clusters Score -1414097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1414098.625000 Penalty: 4676.940430
	Iteration 25Q: 3 clusters Score -1414099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1414095.000000 Penalty: 4676.940430
	Iteration 26Q: 3 clusters Score -1414095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1414095.000000 Penalty: 4676.940430
	Iteration 27F: 3 clusters Score -1414095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 4707 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 3925 members 
Mstep: Class 76 contains 3371 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 1230 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 3272 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11823 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 4048 members 
Mstep: Class 92 contains 10153 members 
Mstep: Class 93 contains 9402 members 
Mstep: Class 94 contains 1622 members 
Mstep: Class 95 contains 2324 members 
Mstep: Class 96 contains 4752 members 
Mstep: Class 97 contains 4110 members 
Mstep: Class 98 contains 3953 members 
Mstep: Class 99 contains 580 members 
Mstep: Class 100 contains 7877 members 
Mstep: Class 101 contains 2482 members 
Mstep: Class 102 contains 9176 members 
Entering Unmasked Estep 
Score: -212261008.000000 Penalty: 366495.125000
Splitting cluster 85 changes total score from -212260784.000000 to -212261008.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 86 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -824437.000000 Penalty: 2194.073975
	Iteration 0F: 2 clusters Score -824437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -818684.562500 Penalty: 4388.147949
	Iteration 0F: 3 clusters Score -818684.6 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -820197.000000 Penalty: 4388.147949
	Iteration 1F: 3 clusters Score -820197 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -820488.000000 Penalty: 4388.147949
	Iteration 2F: 3 clusters Score -820488 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -820710.000000 Penalty: 4388.147949
	Iteration 3F: 3 clusters Score -820710 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -820858.500000 Penalty: 4388.147949
	Iteration 4Q: 3 clusters Score -820858.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -820989.062500 Penalty: 4388.147949
	Iteration 5Q: 3 clusters Score -820989.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -821102.500000 Penalty: 4388.147949
	Iteration 6Q: 3 clusters Score -821102.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -821198.937500 Penalty: 4388.147949
	Iteration 7Q: 3 clusters Score -821198.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -821303.625000 Penalty: 4388.147949
	Iteration 8Q: 3 clusters Score -821303.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -821406.250000 Penalty: 4388.147949
	Iteration 9Q: 3 clusters Score -821406.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -821484.187500 Penalty: 4388.147949
	Iteration 10Q: 3 clusters Score -821484.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -821567.125000 Penalty: 4388.147949
	Iteration 11Q: 3 clusters Score -821567.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -821640.187500 Penalty: 4388.147949
	Iteration 12Q: 3 clusters Score -821640.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -821701.437500 Penalty: 4388.147949
	Iteration 13Q: 3 clusters Score -821701.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -821757.750000 Penalty: 4388.147949
	Iteration 14Q: 3 clusters Score -821757.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -821808.687500 Penalty: 4388.147949
	Iteration 15Q: 3 clusters Score -821808.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -821858.687500 Penalty: 4388.147949
	Iteration 16Q: 3 clusters Score -821858.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -821921.125000 Penalty: 4388.147949
	Iteration 17Q: 3 clusters Score -821921.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -821975.937500 Penalty: 4388.147949
	Iteration 18Q: 3 clusters Score -821975.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -822015.812500 Penalty: 4388.147949
	Iteration 19Q: 3 clusters Score -822015.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -822063.125000 Penalty: 4388.147949
	Iteration 20F: 3 clusters Score -822063.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -822109.562500 Penalty: 4388.147949
	Iteration 21Q: 3 clusters Score -822109.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -822160.875000 Penalty: 4388.147949
	Iteration 22Q: 3 clusters Score -822160.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -822215.312500 Penalty: 4388.147949
	Iteration 23Q: 3 clusters Score -822215.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -822261.750000 Penalty: 4388.147949
	Iteration 24Q: 3 clusters Score -822261.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -822316.437500 Penalty: 4388.147949
	Iteration 25Q: 3 clusters Score -822316.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -822356.125000 Penalty: 4388.147949
	Iteration 26Q: 3 clusters Score -822356.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -822393.750000 Penalty: 4388.147949
	Iteration 27Q: 3 clusters Score -822393.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -822415.187500 Penalty: 4388.147949
	Iteration 28Q: 3 clusters Score -822415.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -822428.125000 Penalty: 4388.147949
	Iteration 29Q: 3 clusters Score -822428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -822437.062500 Penalty: 4388.147949
	Iteration 30Q: 3 clusters Score -822437.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -822444.187500 Penalty: 4388.147949
	Iteration 31Q: 3 clusters Score -822444.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -822452.312500 Penalty: 4388.147949
	Iteration 32Q: 3 clusters Score -822452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -822456.812500 Penalty: 4388.147949
	Iteration 33Q: 3 clusters Score -822456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -822461.562500 Penalty: 4388.147949
	Iteration 34Q: 3 clusters Score -822461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -822466.437500 Penalty: 4388.147949
	Iteration 35Q: 3 clusters Score -822466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -822469.437500 Penalty: 4388.147949
	Iteration 36Q: 3 clusters Score -822469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -822480.750000 Penalty: 4388.147949
	Iteration 37Q: 3 clusters Score -822480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -822483.125000 Penalty: 4388.147949
	Iteration 38Q: 3 clusters Score -822483.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -822491.500000 Penalty: 4388.147949
	Iteration 39Q: 3 clusters Score -822491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -822493.687500 Penalty: 4388.147949
	Iteration 40F: 3 clusters Score -822493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -822494.625000 Penalty: 4388.147949
	Iteration 41Q: 3 clusters Score -822494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -822494.625000 Penalty: 4388.147949
	Iteration 42F: 3 clusters Score -822494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -353593.750000 Penalty: 2061.348633
	Iteration 0F: 2 clusters Score -353593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -349740.437500 Penalty: 4122.697266
	Iteration 0F: 3 clusters Score -349740.4 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -351110.281250 Penalty: 4122.697266
	Iteration 1F: 3 clusters Score -351110.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -351717.343750 Penalty: 4122.697266
	Iteration 2F: 3 clusters Score -351717.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -352187.468750 Penalty: 4122.697266
	Iteration 3F: 3 clusters Score -352187.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -352506.437500 Penalty: 4122.697266
	Iteration 4F: 3 clusters Score -352506.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -352712.500000 Penalty: 4122.697266
	Iteration 5F: 3 clusters Score -352712.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -352853.625000 Penalty: 4122.697266
	Iteration 6Q: 3 clusters Score -352853.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -352928.656250 Penalty: 4122.697266
	Iteration 7Q: 3 clusters Score -352928.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -352969.437500 Penalty: 4122.697266
	Iteration 8Q: 3 clusters Score -352969.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -352995.750000 Penalty: 4122.697266
	Iteration 9Q: 3 clusters Score -352995.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -353011.812500 Penalty: 4122.697266
	Iteration 10Q: 3 clusters Score -353011.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -353023.562500 Penalty: 4122.697266
	Iteration 11Q: 3 clusters Score -353023.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -353035.187500 Penalty: 4122.697266
	Iteration 12Q: 3 clusters Score -353035.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -353046.531250 Penalty: 4122.697266
	Iteration 13Q: 3 clusters Score -353046.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -353054.687500 Penalty: 4122.697266
	Iteration 14Q: 3 clusters Score -353054.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -353060.406250 Penalty: 4122.697266
	Iteration 15Q: 3 clusters Score -353060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -353067.531250 Penalty: 4122.697266
	Iteration 16Q: 3 clusters Score -353067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -353075.687500 Penalty: 4122.697266
	Iteration 17Q: 3 clusters Score -353075.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -353085.937500 Penalty: 4122.697266
	Iteration 18Q: 3 clusters Score -353085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -353091.500000 Penalty: 4122.697266
	Iteration 19Q: 3 clusters Score -353091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -353095.125000 Penalty: 4122.697266
	Iteration 20F: 3 clusters Score -353095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -353099.937500 Penalty: 4122.697266
	Iteration 21Q: 3 clusters Score -353099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -353100.968750 Penalty: 4122.697266
	Iteration 22Q: 3 clusters Score -353101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -353101.500000 Penalty: 4122.697266
	Iteration 23Q: 3 clusters Score -353101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -353101.875000 Penalty: 4122.697266
	Iteration 24Q: 3 clusters Score -353101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -353101.875000 Penalty: 4122.697266
	Iteration 25F: 3 clusters Score -353101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -859950.937500 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -859950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -853310.000000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -853310 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -855257.437500 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -855257.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -855699.125000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -855699.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -856152.312500 Penalty: 4477.282227
	Iteration 3F: 3 clusters Score -856152.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -856602.125000 Penalty: 4477.282227
	Iteration 4F: 3 clusters Score -856602.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -857057.125000 Penalty: 4477.282227
	Iteration 5F: 3 clusters Score -857057.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -857506.250000 Penalty: 4477.282227
	Iteration 6F: 3 clusters Score -857506.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -857863.000000 Penalty: 4477.282227
	Iteration 7F: 3 clusters Score -857863 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -858118.125000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -858118.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -858300.062500 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -858300.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -858412.062500 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -858412.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -858499.625000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -858499.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -858559.625000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -858559.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -858597.312500 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -858597.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -858619.125000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -858619.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -858635.250000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -858635.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -858645.437500 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -858645.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -858651.187500 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -858651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -858656.000000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -858656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -858661.937500 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -858661.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -858666.000000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -858666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -858669.562500 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -858669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -858672.500000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -858672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -858673.625000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -858673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -858674.562500 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -858674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -858674.187500 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -858674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -858676.937500 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -858676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -858677.250000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -858677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -858677.437500 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -858677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -858677.437500 Penalty: 4477.282227
	Iteration 29F: 3 clusters Score -858677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (8534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Entering Unmasked Estep 
Score: -871638.875000 Penalty: 2244.849609
	Iteration 0F: 2 clusters Score -871638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -864909.625000 Penalty: 4489.699219
	Iteration 0F: 3 clusters Score -864909.6 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -867084.375000 Penalty: 4489.699219
	Iteration 1F: 3 clusters Score -867084.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -867605.250000 Penalty: 4489.699219
	Iteration 2F: 3 clusters Score -867605.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -867965.375000 Penalty: 4489.699219
	Iteration 3F: 3 clusters Score -867965.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -868226.625000 Penalty: 4489.699219
	Iteration 4F: 3 clusters Score -868226.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -868436.687500 Penalty: 4489.699219
	Iteration 5Q: 3 clusters Score -868436.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -868618.750000 Penalty: 4489.699219
	Iteration 6Q: 3 clusters Score -868618.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -868753.750000 Penalty: 4489.699219
	Iteration 7Q: 3 clusters Score -868753.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -868859.250000 Penalty: 4489.699219
	Iteration 8Q: 3 clusters Score -868859.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -868931.750000 Penalty: 4489.699219
	Iteration 9Q: 3 clusters Score -868931.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -868987.062500 Penalty: 4489.699219
	Iteration 10Q: 3 clusters Score -868987.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -869025.125000 Penalty: 4489.699219
	Iteration 11Q: 3 clusters Score -869025.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -869056.937500 Penalty: 4489.699219
	Iteration 12Q: 3 clusters Score -869056.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -869084.250000 Penalty: 4489.699219
	Iteration 13Q: 3 clusters Score -869084.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -869109.125000 Penalty: 4489.699219
	Iteration 14Q: 3 clusters Score -869109.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -869128.937500 Penalty: 4489.699219
	Iteration 15Q: 3 clusters Score -869128.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -869140.250000 Penalty: 4489.699219
	Iteration 16Q: 3 clusters Score -869140.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -869150.375000 Penalty: 4489.699219
	Iteration 17Q: 3 clusters Score -869150.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -869161.687500 Penalty: 4489.699219
	Iteration 18Q: 3 clusters Score -869161.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -869179.125000 Penalty: 4489.699219
	Iteration 19Q: 3 clusters Score -869179.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -869190.875000 Penalty: 4489.699219
	Iteration 20F: 3 clusters Score -869190.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -869203.437500 Penalty: 4489.699219
	Iteration 21Q: 3 clusters Score -869203.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -869209.437500 Penalty: 4489.699219
	Iteration 22Q: 3 clusters Score -869209.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -869216.562500 Penalty: 4489.699219
	Iteration 23Q: 3 clusters Score -869216.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -869222.812500 Penalty: 4489.699219
	Iteration 24Q: 3 clusters Score -869222.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -869226.062500 Penalty: 4489.699219
	Iteration 25Q: 3 clusters Score -869226.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -869230.250000 Penalty: 4489.699219
	Iteration 26Q: 3 clusters Score -869230.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -869236.500000 Penalty: 4489.699219
	Iteration 27Q: 3 clusters Score -869236.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -869241.875000 Penalty: 4489.699219
	Iteration 28Q: 3 clusters Score -869241.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -869247.125000 Penalty: 4489.699219
	Iteration 29Q: 3 clusters Score -869247.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -869255.000000 Penalty: 4489.699219
	Iteration 30Q: 3 clusters Score -869255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -869259.500000 Penalty: 4489.699219
	Iteration 31Q: 3 clusters Score -869259.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -869270.187500 Penalty: 4489.699219
	Iteration 32Q: 3 clusters Score -869270.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -869288.875000 Penalty: 4489.699219
	Iteration 33Q: 3 clusters Score -869288.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -869307.937500 Penalty: 4489.699219
	Iteration 34Q: 3 clusters Score -869307.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -869328.625000 Penalty: 4489.699219
	Iteration 35Q: 3 clusters Score -869328.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -869345.375000 Penalty: 4489.699219
	Iteration 36Q: 3 clusters Score -869345.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -869363.562500 Penalty: 4489.699219
	Iteration 37Q: 3 clusters Score -869363.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -869386.562500 Penalty: 4489.699219
	Iteration 38Q: 3 clusters Score -869386.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -869404.750000 Penalty: 4489.699219
	Iteration 39Q: 3 clusters Score -869404.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -869419.937500 Penalty: 4489.699219
	Iteration 40F: 3 clusters Score -869419.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -869432.625000 Penalty: 4489.699219
	Iteration 41Q: 3 clusters Score -869432.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -869444.062500 Penalty: 4489.699219
	Iteration 42Q: 3 clusters Score -869444.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -869455.187500 Penalty: 4489.699219
	Iteration 43Q: 3 clusters Score -869455.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -869472.625000 Penalty: 4489.699219
	Iteration 44Q: 3 clusters Score -869472.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -869488.500000 Penalty: 4489.699219
	Iteration 45Q: 3 clusters Score -869488.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -869532.875000 Penalty: 4489.699219
	Iteration 46Q: 3 clusters Score -869532.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -869579.125000 Penalty: 4489.699219
	Iteration 47Q: 3 clusters Score -869579.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -869628.687500 Penalty: 4489.699219
	Iteration 48Q: 3 clusters Score -869628.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -869689.000000 Penalty: 4489.699219
	Iteration 49Q: 3 clusters Score -869689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -869755.187500 Penalty: 4489.699219
	Iteration 50Q: 3 clusters Score -869755.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -869813.875000 Penalty: 4489.699219
	Iteration 51Q: 3 clusters Score -869813.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -869871.750000 Penalty: 4489.699219
	Iteration 52Q: 3 clusters Score -869871.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -869912.187500 Penalty: 4489.699219
	Iteration 53Q: 3 clusters Score -869912.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -869942.687500 Penalty: 4489.699219
	Iteration 54Q: 3 clusters Score -869942.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -869963.812500 Penalty: 4489.699219
	Iteration 55Q: 3 clusters Score -869963.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -869985.000000 Penalty: 4489.699219
	Iteration 56Q: 3 clusters Score -869985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -869999.125000 Penalty: 4489.699219
	Iteration 57Q: 3 clusters Score -869999.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -870018.625000 Penalty: 4489.699219
	Iteration 58Q: 3 clusters Score -870018.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -870028.062500 Penalty: 4489.699219
	Iteration 59Q: 3 clusters Score -870028.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -870035.000000 Penalty: 4489.699219
	Iteration 60F: 3 clusters Score -870035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -870040.250000 Penalty: 4489.699219
	Iteration 61Q: 3 clusters Score -870040.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -870046.312500 Penalty: 4489.699219
	Iteration 62Q: 3 clusters Score -870046.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -870055.375000 Penalty: 4489.699219
	Iteration 63Q: 3 clusters Score -870055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -870061.875000 Penalty: 4489.699219
	Iteration 64Q: 3 clusters Score -870061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -870069.062500 Penalty: 4489.699219
	Iteration 65Q: 3 clusters Score -870069.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -870071.312500 Penalty: 4489.699219
	Iteration 66Q: 3 clusters Score -870071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -870074.750000 Penalty: 4489.699219
	Iteration 67Q: 3 clusters Score -870074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -870078.562500 Penalty: 4489.699219
	Iteration 68Q: 3 clusters Score -870078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -870080.250000 Penalty: 4489.699219
	Iteration 69Q: 3 clusters Score -870080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -870080.187500 Penalty: 4489.699219
	Iteration 70Q: 3 clusters Score -870080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -870083.375000 Penalty: 4489.699219
	Iteration 71Q: 3 clusters Score -870083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -870086.875000 Penalty: 4489.699219
	Iteration 72Q: 3 clusters Score -870086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -870088.812500 Penalty: 4489.699219
	Iteration 73Q: 3 clusters Score -870088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -870091.687500 Penalty: 4489.699219
	Iteration 74Q: 3 clusters Score -870091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -870095.375000 Penalty: 4489.699219
	Iteration 75Q: 3 clusters Score -870095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -870096.625000 Penalty: 4489.699219
	Iteration 76Q: 3 clusters Score -870096.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -870104.000000 Penalty: 4489.699219
	Iteration 77Q: 3 clusters Score -870104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -870109.750000 Penalty: 4489.699219
	Iteration 78Q: 3 clusters Score -870109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -870112.312500 Penalty: 4489.699219
	Iteration 79Q: 3 clusters Score -870112.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -870119.312500 Penalty: 4489.699219
	Iteration 80F: 3 clusters Score -870119.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -870126.250000 Penalty: 4489.699219
	Iteration 81Q: 3 clusters Score -870126.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -870131.875000 Penalty: 4489.699219
	Iteration 82Q: 3 clusters Score -870131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -870134.562500 Penalty: 4489.699219
	Iteration 83Q: 3 clusters Score -870134.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -870141.250000 Penalty: 4489.699219
	Iteration 84Q: 3 clusters Score -870141.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -870145.875000 Penalty: 4489.699219
	Iteration 85Q: 3 clusters Score -870145.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -870147.312500 Penalty: 4489.699219
	Iteration 86Q: 3 clusters Score -870147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -870150.375000 Penalty: 4489.699219
	Iteration 87Q: 3 clusters Score -870150.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -870156.062500 Penalty: 4489.699219
	Iteration 88Q: 3 clusters Score -870156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -870162.187500 Penalty: 4489.699219
	Iteration 89Q: 3 clusters Score -870162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -870164.125000 Penalty: 4489.699219
	Iteration 90Q: 3 clusters Score -870164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -870165.437500 Penalty: 4489.699219
	Iteration 91Q: 3 clusters Score -870165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -870168.812500 Penalty: 4489.699219
	Iteration 92Q: 3 clusters Score -870168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -870170.250000 Penalty: 4489.699219
	Iteration 93Q: 3 clusters Score -870170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -870170.500000 Penalty: 4489.699219
	Iteration 94Q: 3 clusters Score -870170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -870170.500000 Penalty: 4489.699219
	Iteration 95Q: 3 clusters Score -870170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -870171.187500 Penalty: 4489.699219
	Iteration 96Q: 3 clusters Score -870171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -870175.125000 Penalty: 4489.699219
	Iteration 97Q: 3 clusters Score -870175.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -870179.250000 Penalty: 4489.699219
	Iteration 98Q: 3 clusters Score -870179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -870181.500000 Penalty: 4489.699219
	Iteration 99Q: 3 clusters Score -870181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -870183.062500 Penalty: 4489.699219
	Iteration 100F: 3 clusters Score -870183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -870184.750000 Penalty: 4489.699219
	Iteration 101Q: 3 clusters Score -870184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -870187.687500 Penalty: 4489.699219
	Iteration 102Q: 3 clusters Score -870187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -870187.937500 Penalty: 4489.699219
	Iteration 103Q: 3 clusters Score -870187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -870191.812500 Penalty: 4489.699219
	Iteration 104Q: 3 clusters Score -870191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -870192.312500 Penalty: 4489.699219
	Iteration 105Q: 3 clusters Score -870192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -870196.687500 Penalty: 4489.699219
	Iteration 106Q: 3 clusters Score -870196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -870197.500000 Penalty: 4489.699219
	Iteration 107Q: 3 clusters Score -870197.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -870200.375000 Penalty: 4489.699219
	Iteration 108Q: 3 clusters Score -870200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -870200.812500 Penalty: 4489.699219
	Iteration 109Q: 3 clusters Score -870200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -870203.375000 Penalty: 4489.699219
	Iteration 110Q: 3 clusters Score -870203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -870206.375000 Penalty: 4489.699219
	Iteration 111Q: 3 clusters Score -870206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -870204.750000 Penalty: 4489.699219
	Iteration 112Q: 3 clusters Score -870204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -870206.937500 Penalty: 4489.699219
	Iteration 113Q: 3 clusters Score -870206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -870214.250000 Penalty: 4489.699219
	Iteration 114Q: 3 clusters Score -870214.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -870219.312500 Penalty: 4489.699219
	Iteration 115Q: 3 clusters Score -870219.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -870225.875000 Penalty: 4489.699219
	Iteration 116Q: 3 clusters Score -870225.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -870228.500000 Penalty: 4489.699219
	Iteration 117Q: 3 clusters Score -870228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -870233.250000 Penalty: 4489.699219
	Iteration 118Q: 3 clusters Score -870233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -870236.375000 Penalty: 4489.699219
	Iteration 119Q: 3 clusters Score -870236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -870239.625000 Penalty: 4489.699219
	Iteration 120F: 3 clusters Score -870239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -870240.812500 Penalty: 4489.699219
	Iteration 121Q: 3 clusters Score -870240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -870241.437500 Penalty: 4489.699219
	Iteration 122Q: 3 clusters Score -870241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -870244.500000 Penalty: 4489.699219
	Iteration 123Q: 3 clusters Score -870244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -870245.062500 Penalty: 4489.699219
	Iteration 124Q: 3 clusters Score -870245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -870243.187500 Penalty: 4489.699219
	Iteration 125Q: 3 clusters Score -870243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -870243.187500 Penalty: 4489.699219
	Iteration 126F: 3 clusters Score -870243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 80420 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 60108 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 251233 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 25650 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 90525 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 31815 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 172123 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 12347 members 
Mstep: Class 32 contains 12901 members 
Mstep: Class 33 contains 133323 members 
Mstep: Class 34 contains 141987 members 
Mstep: Class 35 contains 25293 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 7891 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20957 members 
Mstep: Class 42 contains 6894 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 2099 members 
Mstep: Class 45 contains 24083 members 
Mstep: Class 46 contains 7550 members 
Mstep: Class 47 contains 9340 members 
Mstep: Class 48 contains 42169 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19580 members 
Mstep: Class 52 contains 35375 members 
Mstep: Class 53 contains 720 members 
Mstep: Class 54 contains 11608 members 
Mstep: Class 55 contains 3012 members 
Mstep: Class 56 contains 3581 members 
Mstep: Class 57 contains 3761 members 
Mstep: Class 58 contains 15814 members 
Mstep: Class 59 contains 26977 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3723 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5264 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 4707 members 
Mstep: Class 68 contains 6226 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6310 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18430 members 
Mstep: Class 73 contains 16655 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 3925 members 
Mstep: Class 76 contains 3371 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56577 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 1230 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4419 members 
Mstep: Class 83 contains 2736 members 
Mstep: Class 84 contains 2256 members 
Mstep: Class 85 contains 3272 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 88 contains 4072 members 
Mstep: Class 89 contains 8323 members 
Mstep: Class 90 contains 8534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 99. Lose 3347.187012 but Gain 3593.093750
Score: -212267728.000000 Penalty: 362902.031250
Iteration 159Q: 102 clusters Score -2.122677e+08 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 80443 members 
Mstep: Class 4 contains 27300 members 
Mstep: Class 5 contains 12947 members 
Mstep: Class 6 contains 60451 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 250540 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 8944 members 
Mstep: Class 15 contains 25676 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 52223 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 9182 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 15304 members 
Mstep: Class 22 contains 90092 members 
Mstep: Class 23 contains 12950 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 32206 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 5852 members 
Mstep: Class 28 contains 9669 members 
Mstep: Class 29 contains 171958 members 
Mstep: Class 30 contains 8651 members 
Mstep: Class 31 contains 12346 members 
Mstep: Class 32 contains 12862 members 
Mstep: Class 33 contains 133184 members 
Mstep: Class 34 contains 141910 members 
Mstep: Class 35 contains 25291 members 
Mstep: Class 36 contains 6165 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 25506 members 
Mstep: Class 39 contains 7930 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20623 members 
Mstep: Class 42 contains 7073 members 
Mstep: Class 43 contains 9725 members 
Mstep: Class 44 contains 2266 members 
Mstep: Class 45 contains 24383 members 
Mstep: Class 46 contains 7537 members 
Mstep: Class 47 contains 9333 members 
Mstep: Class 48 contains 42258 members 
Mstep: Class 49 contains 11533 members 
Mstep: Class 50 contains 9074 members 
Mstep: Class 51 contains 19588 members 
Mstep: Class 52 contains 36118 members 
Mstep: Class 53 contains 724 members 
Mstep: Class 54 contains 11838 members 
Mstep: Class 55 contains 3044 members 
Mstep: Class 56 contains 3562 members 
Mstep: Class 57 contains 3779 members 
Mstep: Class 58 contains 15917 members 
Mstep: Class 59 contains 27017 members 
Mstep: Class 60 contains 2141 members 
Mstep: Class 61 contains 5189 members 
Mstep: Class 62 contains 3724 members 
Mstep: Class 63 contains 1950 members 
Mstep: Class 64 contains 54604 members 
Mstep: Class 65 contains 5289 members 
Mstep: Class 66 contains 2440 members 
Mstep: Class 67 contains 4762 members 
Mstep: Class 68 contains 6345 members 
Mstep: Class 69 contains 8120 members 
Mstep: Class 70 contains 6309 members 
Mstep: Class 71 contains 6056 members 
Mstep: Class 72 contains 18542 members 
Mstep: Class 73 contains 16656 members 
Mstep: Class 74 contains 2651 members 
Mstep: Class 75 contains 4430 members 
Mstep: Class 76 contains 3404 members 
Mstep: Class 77 contains 37199 members 
Mstep: Class 78 contains 56579 members 
Mstep: Class 79 contains 9119 members 
Mstep: Class 80 contains 1317 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4582 members 
Mstep: Class 83 contains 2756 members 
Mstep: Class 84 contains 2284 members 
Mstep: Class 85 contains 3448 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11624 members 
Mstep: Class 88 contains 4078 members 
Mstep: Class 89 contains 8380 members 
Mstep: Class 90 contains 8530 members 
Mstep: Class 91 contains 4031 members 
Mstep: Class 92 contains 9763 members 
Mstep: Class 93 contains 9233 members 
Mstep: Class 94 contains 1586 members 
Mstep: Class 95 contains 2280 members 
Mstep: Class 96 contains 4702 members 
Mstep: Class 97 contains 4017 members 
Mstep: Class 98 contains 3686 members 
Mstep: Class 100 contains 7684 members 
Mstep: Class 101 contains 2320 members 
Mstep: Class 102 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212273600.000000 Penalty: 362902.031250
Iteration 160F: 102 clusters Score -2.122736e+08 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 80343 members 
Mstep: Class 4 contains 27351 members 
Mstep: Class 5 contains 12943 members 
Mstep: Class 6 contains 60235 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 17529 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 250098 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 25651 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 52075 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 9133 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 15306 members 
Mstep: Class 22 contains 89463 members 
Mstep: Class 23 contains 12935 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 32431 members 
Mstep: Class 26 contains 807 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 9672 members 
Mstep: Class 29 contains 171719 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 12351 members 
Mstep: Class 32 contains 12733 members 
Mstep: Class 33 contains 133045 members 
Mstep: Class 34 contains 141847 members 
Mstep: Class 35 contains 25286 members 
Mstep: Class 36 contains 6164 members 
Mstep: Class 37 contains 3376 members 
Mstep: Class 38 contains 25453 members 
Mstep: Class 39 contains 7948 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20330 members 
Mstep: Class 42 contains 6973 members 
Mstep: Class 43 contains 9592 members 
Mstep: Class 44 contains 2369 members 
Mstep: Class 45 contains 24550 members 
Mstep: Class 46 contains 7523 members 
Mstep: Class 47 contains 9328 members 
Mstep: Class 48 contains 42180 members 
Mstep: Class 49 contains 11501 members 
Mstep: Class 50 contains 9073 members 
Mstep: Class 51 contains 19600 members 
Mstep: Class 52 contains 35928 members 
Mstep: Class 53 contains 724 members 
Mstep: Class 54 contains 11774 members 
Mstep: Class 55 contains 3037 members 
Mstep: Class 56 contains 3533 members 
Mstep: Class 57 contains 3729 members 
Mstep: Class 58 contains 15842 members 
Mstep: Class 59 contains 26860 members 
Mstep: Class 60 contains 2139 members 
Mstep: Class 61 contains 5193 members 
Mstep: Class 62 contains 3711 members 
Mstep: Class 63 contains 1950 members 
Mstep: Class 64 contains 54592 members 
Mstep: Class 65 contains 5174 members 
Mstep: Class 66 contains 2437 members 
Mstep: Class 67 contains 4781 members 
Mstep: Class 68 contains 6268 members 
Mstep: Class 69 contains 8117 members 
Mstep: Class 70 contains 6303 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 18393 members 
Mstep: Class 73 contains 16659 members 
Mstep: Class 74 contains 2624 members 
Mstep: Class 75 contains 4763 members 
Mstep: Class 76 contains 3410 members 
Mstep: Class 77 contains 37194 members 
Mstep: Class 78 contains 56561 members 
Mstep: Class 79 contains 9113 members 
Mstep: Class 80 contains 1307 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4591 members 
Mstep: Class 83 contains 2678 members 
Mstep: Class 84 contains 2277 members 
Mstep: Class 85 contains 3530 members 
Mstep: Class 86 contains 6956 members 
Mstep: Class 87 contains 11697 members 
Mstep: Class 88 contains 4073 members 
Mstep: Class 89 contains 8409 members 
Mstep: Class 90 contains 8527 members 
Mstep: Class 91 contains 4912 members 
Mstep: Class 92 contains 10542 members 
Mstep: Class 93 contains 9416 members 
Mstep: Class 94 contains 1992 members 
Mstep: Class 95 contains 2307 members 
Mstep: Class 96 contains 5118 members 
Mstep: Class 97 contains 4072 members 
Mstep: Class 98 contains 3758 members 
Mstep: Class 100 contains 7630 members 
Mstep: Class 101 contains 2363 members 
Mstep: Class 102 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212277920.000000 Penalty: 362902.031250
Iteration 161Q: 102 clusters Score -2.122779e+08 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 80288 members 
Mstep: Class 4 contains 27405 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 59902 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 17530 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 249834 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 25628 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 51966 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 15308 members 
Mstep: Class 22 contains 88938 members 
Mstep: Class 23 contains 12922 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 32677 members 
Mstep: Class 26 contains 811 members 
Mstep: Class 27 contains 5872 members 
Mstep: Class 28 contains 9667 members 
Mstep: Class 29 contains 171561 members 
Mstep: Class 30 contains 8700 members 
Mstep: Class 31 contains 12363 members 
Mstep: Class 32 contains 12613 members 
Mstep: Class 33 contains 133008 members 
Mstep: Class 34 contains 141783 members 
Mstep: Class 35 contains 25284 members 
Mstep: Class 36 contains 6172 members 
Mstep: Class 37 contains 3421 members 
Mstep: Class 38 contains 25388 members 
Mstep: Class 39 contains 7967 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 20097 members 
Mstep: Class 42 contains 6924 members 
Mstep: Class 43 contains 9527 members 
Mstep: Class 44 contains 2431 members 
Mstep: Class 45 contains 24658 members 
Mstep: Class 46 contains 7507 members 
Mstep: Class 47 contains 9319 members 
Mstep: Class 48 contains 42132 members 
Mstep: Class 49 contains 11468 members 
Mstep: Class 50 contains 9069 members 
Mstep: Class 51 contains 19613 members 
Mstep: Class 52 contains 35824 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11713 members 
Mstep: Class 55 contains 3053 members 
Mstep: Class 56 contains 3531 members 
Mstep: Class 57 contains 3701 members 
Mstep: Class 58 contains 15780 members 
Mstep: Class 59 contains 26746 members 
Mstep: Class 60 contains 2138 members 
Mstep: Class 61 contains 5193 members 
Mstep: Class 62 contains 3699 members 
Mstep: Class 63 contains 1950 members 
Mstep: Class 64 contains 54589 members 
Mstep: Class 65 contains 5116 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 4816 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6301 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 18318 members 
Mstep: Class 73 contains 16666 members 
Mstep: Class 74 contains 2605 members 
Mstep: Class 75 contains 5039 members 
Mstep: Class 76 contains 3444 members 
Mstep: Class 77 contains 37150 members 
Mstep: Class 78 contains 56545 members 
Mstep: Class 79 contains 9104 members 
Mstep: Class 80 contains 1306 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4571 members 
Mstep: Class 83 contains 2625 members 
Mstep: Class 84 contains 2287 members 
Mstep: Class 85 contains 3600 members 
Mstep: Class 86 contains 6958 members 
Mstep: Class 87 contains 11728 members 
Mstep: Class 88 contains 4062 members 
Mstep: Class 89 contains 8426 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 5594 members 
Mstep: Class 92 contains 11135 members 
Mstep: Class 93 contains 9553 members 
Mstep: Class 94 contains 2274 members 
Mstep: Class 95 contains 2320 members 
Mstep: Class 96 contains 5366 members 
Mstep: Class 97 contains 4107 members 
Mstep: Class 98 contains 3750 members 
Mstep: Class 100 contains 7577 members 
Mstep: Class 101 contains 2354 members 
Mstep: Class 102 contains 8954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212279808.000000 Penalty: 362902.031250
Iteration 162Q: 102 clusters Score -2.122798e+08 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 80241 members 
Mstep: Class 4 contains 27464 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 59475 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 17526 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 3216 members 
Mstep: Class 11 contains 6236 members 
Mstep: Class 12 contains 249664 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 8916 members 
Mstep: Class 15 contains 25607 members 
Mstep: Class 16 contains 6662 members 
Mstep: Class 17 contains 51873 members 
Mstep: Class 18 contains 19559 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 15309 members 
Mstep: Class 22 contains 88531 members 
Mstep: Class 23 contains 12910 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 32896 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 5785 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 171428 members 
Mstep: Class 30 contains 8718 members 
Mstep: Class 31 contains 12375 members 
Mstep: Class 32 contains 12521 members 
Mstep: Class 33 contains 132981 members 
Mstep: Class 34 contains 141739 members 
Mstep: Class 35 contains 25276 members 
Mstep: Class 36 contains 6173 members 
Mstep: Class 37 contains 3448 members 
Mstep: Class 38 contains 25335 members 
Mstep: Class 39 contains 7988 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19873 members 
Mstep: Class 42 contains 6883 members 
Mstep: Class 43 contains 9488 members 
Mstep: Class 44 contains 2466 members 
Mstep: Class 45 contains 24727 members 
Mstep: Class 46 contains 7498 members 
Mstep: Class 47 contains 9308 members 
Mstep: Class 48 contains 42098 members 
Mstep: Class 49 contains 11449 members 
Mstep: Class 50 contains 9058 members 
Mstep: Class 51 contains 19625 members 
Mstep: Class 52 contains 35771 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11669 members 
Mstep: Class 55 contains 3069 members 
Mstep: Class 56 contains 3523 members 
Mstep: Class 57 contains 3691 members 
Mstep: Class 58 contains 15717 members 
Mstep: Class 59 contains 26646 members 
Mstep: Class 60 contains 2137 members 
Mstep: Class 61 contains 5190 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1950 members 
Mstep: Class 64 contains 54576 members 
Mstep: Class 65 contains 5080 members 
Mstep: Class 66 contains 2432 members 
Mstep: Class 67 contains 4846 members 
Mstep: Class 68 contains 6235 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6303 members 
Mstep: Class 71 contains 6048 members 
Mstep: Class 72 contains 18288 members 
Mstep: Class 73 contains 16671 members 
Mstep: Class 74 contains 2591 members 
Mstep: Class 75 contains 5275 members 
Mstep: Class 76 contains 3463 members 
Mstep: Class 77 contains 37110 members 
Mstep: Class 78 contains 56537 members 
Mstep: Class 79 contains 9100 members 
Mstep: Class 80 contains 1309 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4566 members 
Mstep: Class 83 contains 2601 members 
Mstep: Class 84 contains 2296 members 
Mstep: Class 85 contains 3649 members 
Mstep: Class 86 contains 6960 members 
Mstep: Class 87 contains 11735 members 
Mstep: Class 88 contains 4058 members 
Mstep: Class 89 contains 8455 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 6258 members 
Mstep: Class 92 contains 11641 members 
Mstep: Class 93 contains 9670 members 
Mstep: Class 94 contains 2485 members 
Mstep: Class 95 contains 2329 members 
Mstep: Class 96 contains 5522 members 
Mstep: Class 97 contains 4114 members 
Mstep: Class 98 contains 3745 members 
Mstep: Class 100 contains 7539 members 
Mstep: Class 101 contains 2358 members 
Mstep: Class 102 contains 9003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212282432.000000 Penalty: 362902.031250
Iteration 163Q: 102 clusters Score -2.122824e+08 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 80202 members 
Mstep: Class 4 contains 27502 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 58985 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 17525 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 249535 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 25591 members 
Mstep: Class 16 contains 6641 members 
Mstep: Class 17 contains 51776 members 
Mstep: Class 18 contains 19544 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 88166 members 
Mstep: Class 23 contains 12904 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33052 members 
Mstep: Class 26 contains 850 members 
Mstep: Class 27 contains 5628 members 
Mstep: Class 28 contains 9653 members 
Mstep: Class 29 contains 171431 members 
Mstep: Class 30 contains 8727 members 
Mstep: Class 31 contains 12382 members 
Mstep: Class 32 contains 12444 members 
Mstep: Class 33 contains 132953 members 
Mstep: Class 34 contains 141691 members 
Mstep: Class 35 contains 25271 members 
Mstep: Class 36 contains 6169 members 
Mstep: Class 37 contains 3466 members 
Mstep: Class 38 contains 25277 members 
Mstep: Class 39 contains 8003 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19684 members 
Mstep: Class 42 contains 6847 members 
Mstep: Class 43 contains 9423 members 
Mstep: Class 44 contains 2485 members 
Mstep: Class 45 contains 24783 members 
Mstep: Class 46 contains 7488 members 
Mstep: Class 47 contains 9296 members 
Mstep: Class 48 contains 42068 members 
Mstep: Class 49 contains 11436 members 
Mstep: Class 50 contains 9054 members 
Mstep: Class 51 contains 19634 members 
Mstep: Class 52 contains 35703 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11622 members 
Mstep: Class 55 contains 3075 members 
Mstep: Class 56 contains 3516 members 
Mstep: Class 57 contains 3686 members 
Mstep: Class 58 contains 15650 members 
Mstep: Class 59 contains 26551 members 
Mstep: Class 60 contains 2138 members 
Mstep: Class 61 contains 5190 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54575 members 
Mstep: Class 65 contains 5060 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 4871 members 
Mstep: Class 68 contains 6229 members 
Mstep: Class 69 contains 8122 members 
Mstep: Class 70 contains 6305 members 
Mstep: Class 71 contains 6052 members 
Mstep: Class 72 contains 18294 members 
Mstep: Class 73 contains 16675 members 
Mstep: Class 74 contains 2589 members 
Mstep: Class 75 contains 5515 members 
Mstep: Class 76 contains 3483 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56534 members 
Mstep: Class 79 contains 9096 members 
Mstep: Class 80 contains 1310 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4590 members 
Mstep: Class 83 contains 2579 members 
Mstep: Class 84 contains 2310 members 
Mstep: Class 85 contains 3682 members 
Mstep: Class 86 contains 6962 members 
Mstep: Class 87 contains 11742 members 
Mstep: Class 88 contains 4057 members 
Mstep: Class 89 contains 8485 members 
Mstep: Class 90 contains 8523 members 
Mstep: Class 91 contains 6928 members 
Mstep: Class 92 contains 12116 members 
Mstep: Class 93 contains 9776 members 
Mstep: Class 94 contains 2654 members 
Mstep: Class 95 contains 2334 members 
Mstep: Class 96 contains 5608 members 
Mstep: Class 97 contains 4121 members 
Mstep: Class 98 contains 3745 members 
Mstep: Class 100 contains 7507 members 
Mstep: Class 101 contains 2361 members 
Mstep: Class 102 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283408.000000 Penalty: 362902.031250
Iteration 164Q: 102 clusters Score -2.122834e+08 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 80148 members 
Mstep: Class 4 contains 27535 members 
Mstep: Class 5 contains 12902 members 
Mstep: Class 6 contains 58542 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 249472 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 8917 members 
Mstep: Class 15 contains 25575 members 
Mstep: Class 16 contains 6631 members 
Mstep: Class 17 contains 51691 members 
Mstep: Class 18 contains 19532 members 
Mstep: Class 19 contains 9120 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15311 members 
Mstep: Class 22 contains 87831 members 
Mstep: Class 23 contains 12891 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33158 members 
Mstep: Class 26 contains 879 members 
Mstep: Class 27 contains 5456 members 
Mstep: Class 28 contains 9644 members 
Mstep: Class 29 contains 171448 members 
Mstep: Class 30 contains 8742 members 
Mstep: Class 31 contains 12391 members 
Mstep: Class 32 contains 12387 members 
Mstep: Class 33 contains 132942 members 
Mstep: Class 34 contains 141623 members 
Mstep: Class 35 contains 25258 members 
Mstep: Class 36 contains 6163 members 
Mstep: Class 37 contains 3486 members 
Mstep: Class 38 contains 25232 members 
Mstep: Class 39 contains 8015 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19530 members 
Mstep: Class 42 contains 6811 members 
Mstep: Class 43 contains 9364 members 
Mstep: Class 44 contains 2496 members 
Mstep: Class 45 contains 24829 members 
Mstep: Class 46 contains 7483 members 
Mstep: Class 47 contains 9300 members 
Mstep: Class 48 contains 42029 members 
Mstep: Class 49 contains 11412 members 
Mstep: Class 50 contains 9053 members 
Mstep: Class 51 contains 19650 members 
Mstep: Class 52 contains 35598 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11592 members 
Mstep: Class 55 contains 3093 members 
Mstep: Class 56 contains 3516 members 
Mstep: Class 57 contains 3682 members 
Mstep: Class 58 contains 15608 members 
Mstep: Class 59 contains 26455 members 
Mstep: Class 60 contains 2141 members 
Mstep: Class 61 contains 5189 members 
Mstep: Class 62 contains 3677 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54575 members 
Mstep: Class 65 contains 5037 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 4887 members 
Mstep: Class 68 contains 6237 members 
Mstep: Class 69 contains 8121 members 
Mstep: Class 70 contains 6304 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 18321 members 
Mstep: Class 73 contains 16676 members 
Mstep: Class 74 contains 2585 members 
Mstep: Class 75 contains 5748 members 
Mstep: Class 76 contains 3499 members 
Mstep: Class 77 contains 37011 members 
Mstep: Class 78 contains 56527 members 
Mstep: Class 79 contains 9087 members 
Mstep: Class 80 contains 1311 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4622 members 
Mstep: Class 83 contains 2562 members 
Mstep: Class 84 contains 2323 members 
Mstep: Class 85 contains 3704 members 
Mstep: Class 86 contains 6960 members 
Mstep: Class 87 contains 11741 members 
Mstep: Class 88 contains 4056 members 
Mstep: Class 89 contains 8502 members 
Mstep: Class 90 contains 8521 members 
Mstep: Class 91 contains 7510 members 
Mstep: Class 92 contains 12580 members 
Mstep: Class 93 contains 9870 members 
Mstep: Class 94 contains 2810 members 
Mstep: Class 95 contains 2339 members 
Mstep: Class 96 contains 5674 members 
Mstep: Class 97 contains 4128 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7479 members 
Mstep: Class 101 contains 2349 members 
Mstep: Class 102 contains 9085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285200.000000 Penalty: 362902.031250
Iteration 165Q: 102 clusters Score -2.122852e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 80059 members 
Mstep: Class 4 contains 27570 members 
Mstep: Class 5 contains 12896 members 
Mstep: Class 6 contains 58199 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 249390 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 15 contains 25562 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 51621 members 
Mstep: Class 18 contains 19527 members 
Mstep: Class 19 contains 9123 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15315 members 
Mstep: Class 22 contains 87539 members 
Mstep: Class 23 contains 12881 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33252 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 5278 members 
Mstep: Class 28 contains 9640 members 
Mstep: Class 29 contains 171468 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 12396 members 
Mstep: Class 32 contains 12359 members 
Mstep: Class 33 contains 132929 members 
Mstep: Class 34 contains 141562 members 
Mstep: Class 35 contains 25255 members 
Mstep: Class 36 contains 6167 members 
Mstep: Class 37 contains 3504 members 
Mstep: Class 38 contains 25189 members 
Mstep: Class 39 contains 8024 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19402 members 
Mstep: Class 42 contains 6768 members 
Mstep: Class 43 contains 9326 members 
Mstep: Class 44 contains 2503 members 
Mstep: Class 45 contains 24873 members 
Mstep: Class 46 contains 7481 members 
Mstep: Class 47 contains 9306 members 
Mstep: Class 48 contains 41996 members 
Mstep: Class 49 contains 11394 members 
Mstep: Class 50 contains 9044 members 
Mstep: Class 51 contains 19669 members 
Mstep: Class 52 contains 35491 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11579 members 
Mstep: Class 55 contains 3110 members 
Mstep: Class 56 contains 3518 members 
Mstep: Class 57 contains 3680 members 
Mstep: Class 58 contains 15548 members 
Mstep: Class 59 contains 26404 members 
Mstep: Class 60 contains 2142 members 
Mstep: Class 61 contains 5191 members 
Mstep: Class 62 contains 3677 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54571 members 
Mstep: Class 65 contains 5022 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 4896 members 
Mstep: Class 68 contains 6230 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6299 members 
Mstep: Class 71 contains 6056 members 
Mstep: Class 72 contains 18345 members 
Mstep: Class 73 contains 16677 members 
Mstep: Class 74 contains 2585 members 
Mstep: Class 75 contains 5990 members 
Mstep: Class 76 contains 3510 members 
Mstep: Class 77 contains 36960 members 
Mstep: Class 78 contains 56517 members 
Mstep: Class 79 contains 9080 members 
Mstep: Class 80 contains 1308 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4650 members 
Mstep: Class 83 contains 2547 members 
Mstep: Class 84 contains 2352 members 
Mstep: Class 85 contains 3725 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 87 contains 11740 members 
Mstep: Class 88 contains 4052 members 
Mstep: Class 89 contains 8513 members 
Mstep: Class 90 contains 8523 members 
Mstep: Class 91 contains 8004 members 
Mstep: Class 92 contains 13005 members 
Mstep: Class 93 contains 9933 members 
Mstep: Class 94 contains 2935 members 
Mstep: Class 95 contains 2346 members 
Mstep: Class 96 contains 5729 members 
Mstep: Class 97 contains 4129 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7462 members 
Mstep: Class 101 contains 2335 members 
Mstep: Class 102 contains 9102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212286064.000000 Penalty: 362902.031250
Iteration 166Q: 102 clusters Score -2.122861e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 79974 members 
Mstep: Class 4 contains 27588 members 
Mstep: Class 5 contains 12882 members 
Mstep: Class 6 contains 57878 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 17520 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 249322 members 
Mstep: Class 13 contains 6903 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 25561 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 51571 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 87281 members 
Mstep: Class 23 contains 12870 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33328 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 5077 members 
Mstep: Class 28 contains 9636 members 
Mstep: Class 29 contains 171515 members 
Mstep: Class 30 contains 8784 members 
Mstep: Class 31 contains 12400 members 
Mstep: Class 32 contains 12327 members 
Mstep: Class 33 contains 132928 members 
Mstep: Class 34 contains 141501 members 
Mstep: Class 35 contains 25257 members 
Mstep: Class 36 contains 6172 members 
Mstep: Class 37 contains 3514 members 
Mstep: Class 38 contains 25160 members 
Mstep: Class 39 contains 8029 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19311 members 
Mstep: Class 42 contains 6724 members 
Mstep: Class 43 contains 9280 members 
Mstep: Class 44 contains 2508 members 
Mstep: Class 45 contains 24915 members 
Mstep: Class 46 contains 7479 members 
Mstep: Class 47 contains 9300 members 
Mstep: Class 48 contains 41997 members 
Mstep: Class 49 contains 11370 members 
Mstep: Class 50 contains 9018 members 
Mstep: Class 51 contains 19687 members 
Mstep: Class 52 contains 35403 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11582 members 
Mstep: Class 55 contains 3118 members 
Mstep: Class 56 contains 3524 members 
Mstep: Class 57 contains 3679 members 
Mstep: Class 58 contains 15491 members 
Mstep: Class 59 contains 26371 members 
Mstep: Class 60 contains 2143 members 
Mstep: Class 61 contains 5189 members 
Mstep: Class 62 contains 3669 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54563 members 
Mstep: Class 65 contains 4999 members 
Mstep: Class 66 contains 2429 members 
Mstep: Class 67 contains 4906 members 
Mstep: Class 68 contains 6220 members 
Mstep: Class 69 contains 8122 members 
Mstep: Class 70 contains 6295 members 
Mstep: Class 71 contains 6054 members 
Mstep: Class 72 contains 18369 members 
Mstep: Class 73 contains 16677 members 
Mstep: Class 74 contains 2581 members 
Mstep: Class 75 contains 6220 members 
Mstep: Class 76 contains 3520 members 
Mstep: Class 77 contains 36940 members 
Mstep: Class 78 contains 56506 members 
Mstep: Class 79 contains 9073 members 
Mstep: Class 80 contains 1311 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4689 members 
Mstep: Class 83 contains 2532 members 
Mstep: Class 84 contains 2377 members 
Mstep: Class 85 contains 3740 members 
Mstep: Class 86 contains 6956 members 
Mstep: Class 87 contains 11739 members 
Mstep: Class 88 contains 4058 members 
Mstep: Class 89 contains 8541 members 
Mstep: Class 90 contains 8523 members 
Mstep: Class 91 contains 8391 members 
Mstep: Class 92 contains 13371 members 
Mstep: Class 93 contains 9984 members 
Mstep: Class 94 contains 3057 members 
Mstep: Class 95 contains 2347 members 
Mstep: Class 96 contains 5769 members 
Mstep: Class 97 contains 4140 members 
Mstep: Class 98 contains 3746 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2330 members 
Mstep: Class 102 contains 9124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287280.000000 Penalty: 362902.031250
Iteration 167Q: 102 clusters Score -2.122873e+08 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 79866 members 
Mstep: Class 4 contains 27611 members 
Mstep: Class 5 contains 12871 members 
Mstep: Class 6 contains 57615 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 17519 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 249274 members 
Mstep: Class 13 contains 6919 members 
Mstep: Class 14 contains 8917 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 51530 members 
Mstep: Class 18 contains 19515 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 87073 members 
Mstep: Class 23 contains 12856 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33385 members 
Mstep: Class 26 contains 921 members 
Mstep: Class 27 contains 4897 members 
Mstep: Class 28 contains 9635 members 
Mstep: Class 29 contains 171565 members 
Mstep: Class 30 contains 8799 members 
Mstep: Class 31 contains 12405 members 
Mstep: Class 32 contains 12291 members 
Mstep: Class 33 contains 132927 members 
Mstep: Class 34 contains 141427 members 
Mstep: Class 35 contains 25243 members 
Mstep: Class 36 contains 6172 members 
Mstep: Class 37 contains 3526 members 
Mstep: Class 38 contains 25130 members 
Mstep: Class 39 contains 8030 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19240 members 
Mstep: Class 42 contains 6699 members 
Mstep: Class 43 contains 9246 members 
Mstep: Class 44 contains 2513 members 
Mstep: Class 45 contains 24933 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 9286 members 
Mstep: Class 48 contains 41993 members 
Mstep: Class 49 contains 11360 members 
Mstep: Class 50 contains 9008 members 
Mstep: Class 51 contains 19704 members 
Mstep: Class 52 contains 35327 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11580 members 
Mstep: Class 55 contains 3130 members 
Mstep: Class 56 contains 3532 members 
Mstep: Class 57 contains 3678 members 
Mstep: Class 58 contains 15451 members 
Mstep: Class 59 contains 26340 members 
Mstep: Class 60 contains 2148 members 
Mstep: Class 61 contains 5186 members 
Mstep: Class 62 contains 3662 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 54559 members 
Mstep: Class 65 contains 4995 members 
Mstep: Class 66 contains 2428 members 
Mstep: Class 67 contains 4913 members 
Mstep: Class 68 contains 6218 members 
Mstep: Class 69 contains 8122 members 
Mstep: Class 70 contains 6288 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 18384 members 
Mstep: Class 73 contains 16679 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6409 members 
Mstep: Class 76 contains 3527 members 
Mstep: Class 77 contains 36915 members 
Mstep: Class 78 contains 56495 members 
Mstep: Class 79 contains 9061 members 
Mstep: Class 80 contains 1313 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4723 members 
Mstep: Class 83 contains 2516 members 
Mstep: Class 84 contains 2386 members 
Mstep: Class 85 contains 3753 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 87 contains 11740 members 
Mstep: Class 88 contains 4070 members 
Mstep: Class 89 contains 8564 members 
Mstep: Class 90 contains 8521 members 
Mstep: Class 91 contains 8748 members 
Mstep: Class 92 contains 13682 members 
Mstep: Class 93 contains 10037 members 
Mstep: Class 94 contains 3156 members 
Mstep: Class 95 contains 2349 members 
Mstep: Class 96 contains 5799 members 
Mstep: Class 97 contains 4163 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7452 members 
Mstep: Class 101 contains 2316 members 
Mstep: Class 102 contains 9144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287936.000000 Penalty: 362902.031250
Iteration 168Q: 102 clusters Score -2.122879e+08 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 79757 members 
Mstep: Class 4 contains 27636 members 
Mstep: Class 5 contains 12863 members 
Mstep: Class 6 contains 57384 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 17519 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 249228 members 
Mstep: Class 13 contains 6925 members 
Mstep: Class 14 contains 8920 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 51508 members 
Mstep: Class 18 contains 19513 members 
Mstep: Class 19 contains 9155 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15318 members 
Mstep: Class 22 contains 86897 members 
Mstep: Class 23 contains 12849 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33415 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 4774 members 
Mstep: Class 28 contains 9632 members 
Mstep: Class 29 contains 171579 members 
Mstep: Class 30 contains 8816 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 12252 members 
Mstep: Class 33 contains 132912 members 
Mstep: Class 34 contains 141363 members 
Mstep: Class 35 contains 25230 members 
Mstep: Class 36 contains 6176 members 
Mstep: Class 37 contains 3541 members 
Mstep: Class 38 contains 25100 members 
Mstep: Class 39 contains 8043 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19187 members 
Mstep: Class 42 contains 6666 members 
Mstep: Class 43 contains 9210 members 
Mstep: Class 44 contains 2516 members 
Mstep: Class 45 contains 24953 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 9275 members 
Mstep: Class 48 contains 41997 members 
Mstep: Class 49 contains 11346 members 
Mstep: Class 50 contains 8991 members 
Mstep: Class 51 contains 19720 members 
Mstep: Class 52 contains 35255 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11574 members 
Mstep: Class 55 contains 3138 members 
Mstep: Class 56 contains 3531 members 
Mstep: Class 57 contains 3675 members 
Mstep: Class 58 contains 15426 members 
Mstep: Class 59 contains 26308 members 
Mstep: Class 60 contains 2150 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3660 members 
Mstep: Class 63 contains 1952 members 
Mstep: Class 64 contains 54554 members 
Mstep: Class 65 contains 4986 members 
Mstep: Class 66 contains 2425 members 
Mstep: Class 67 contains 4919 members 
Mstep: Class 68 contains 6225 members 
Mstep: Class 69 contains 8122 members 
Mstep: Class 70 contains 6280 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 18426 members 
Mstep: Class 73 contains 16683 members 
Mstep: Class 74 contains 2581 members 
Mstep: Class 75 contains 6533 members 
Mstep: Class 76 contains 3536 members 
Mstep: Class 77 contains 36909 members 
Mstep: Class 78 contains 56486 members 
Mstep: Class 79 contains 9059 members 
Mstep: Class 80 contains 1315 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4749 members 
Mstep: Class 83 contains 2503 members 
Mstep: Class 84 contains 2396 members 
Mstep: Class 85 contains 3764 members 
Mstep: Class 86 contains 6958 members 
Mstep: Class 87 contains 11743 members 
Mstep: Class 88 contains 4076 members 
Mstep: Class 89 contains 8584 members 
Mstep: Class 90 contains 8522 members 
Mstep: Class 91 contains 9074 members 
Mstep: Class 92 contains 13939 members 
Mstep: Class 93 contains 10084 members 
Mstep: Class 94 contains 3240 members 
Mstep: Class 95 contains 2351 members 
Mstep: Class 96 contains 5829 members 
Mstep: Class 97 contains 4193 members 
Mstep: Class 98 contains 3741 members 
Mstep: Class 100 contains 7445 members 
Mstep: Class 101 contains 2302 members 
Mstep: Class 102 contains 9159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288800.000000 Penalty: 362902.031250
Iteration 169Q: 102 clusters Score -2.122888e+08 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 79687 members 
Mstep: Class 4 contains 27653 members 
Mstep: Class 5 contains 12855 members 
Mstep: Class 6 contains 57191 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 17523 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 249164 members 
Mstep: Class 13 contains 6934 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 25542 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 51482 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 19 contains 9171 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15318 members 
Mstep: Class 22 contains 86687 members 
Mstep: Class 23 contains 12847 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33438 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 4683 members 
Mstep: Class 28 contains 9629 members 
Mstep: Class 29 contains 171643 members 
Mstep: Class 30 contains 8829 members 
Mstep: Class 31 contains 12417 members 
Mstep: Class 32 contains 12228 members 
Mstep: Class 33 contains 132905 members 
Mstep: Class 34 contains 141313 members 
Mstep: Class 35 contains 25223 members 
Mstep: Class 36 contains 6180 members 
Mstep: Class 37 contains 3555 members 
Mstep: Class 38 contains 25062 members 
Mstep: Class 39 contains 8042 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19133 members 
Mstep: Class 42 contains 6633 members 
Mstep: Class 43 contains 9191 members 
Mstep: Class 44 contains 2517 members 
Mstep: Class 45 contains 24988 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 9263 members 
Mstep: Class 48 contains 42004 members 
Mstep: Class 49 contains 11329 members 
Mstep: Class 50 contains 8980 members 
Mstep: Class 51 contains 19742 members 
Mstep: Class 52 contains 35199 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11565 members 
Mstep: Class 55 contains 3144 members 
Mstep: Class 56 contains 3533 members 
Mstep: Class 57 contains 3672 members 
Mstep: Class 58 contains 15389 members 
Mstep: Class 59 contains 26266 members 
Mstep: Class 60 contains 2147 members 
Mstep: Class 61 contains 5185 members 
Mstep: Class 62 contains 3659 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54556 members 
Mstep: Class 65 contains 4977 members 
Mstep: Class 66 contains 2423 members 
Mstep: Class 67 contains 4923 members 
Mstep: Class 68 contains 6224 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6270 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 18442 members 
Mstep: Class 73 contains 16685 members 
Mstep: Class 74 contains 2584 members 
Mstep: Class 75 contains 6603 members 
Mstep: Class 76 contains 3542 members 
Mstep: Class 77 contains 36877 members 
Mstep: Class 78 contains 56480 members 
Mstep: Class 79 contains 9054 members 
Mstep: Class 80 contains 1321 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4796 members 
Mstep: Class 83 contains 2491 members 
Mstep: Class 84 contains 2399 members 
Mstep: Class 85 contains 3773 members 
Mstep: Class 86 contains 6961 members 
Mstep: Class 87 contains 11741 members 
Mstep: Class 88 contains 4078 members 
Mstep: Class 89 contains 8595 members 
Mstep: Class 90 contains 8522 members 
Mstep: Class 91 contains 9361 members 
Mstep: Class 92 contains 14199 members 
Mstep: Class 93 contains 10117 members 
Mstep: Class 94 contains 3306 members 
Mstep: Class 95 contains 2350 members 
Mstep: Class 96 contains 5869 members 
Mstep: Class 97 contains 4219 members 
Mstep: Class 98 contains 3740 members 
Mstep: Class 100 contains 7448 members 
Mstep: Class 101 contains 2290 members 
Mstep: Class 102 contains 9186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289152.000000 Penalty: 362902.031250
Iteration 170Q: 102 clusters Score -2.122892e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 79627 members 
Mstep: Class 4 contains 27688 members 
Mstep: Class 5 contains 12849 members 
Mstep: Class 6 contains 56967 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 17526 members 
Mstep: Class 9 contains 4448 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 249107 members 
Mstep: Class 13 contains 6942 members 
Mstep: Class 14 contains 8928 members 
Mstep: Class 15 contains 25545 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 51458 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 9189 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15319 members 
Mstep: Class 22 contains 86500 members 
Mstep: Class 23 contains 12834 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33463 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 9628 members 
Mstep: Class 29 contains 171700 members 
Mstep: Class 30 contains 8838 members 
Mstep: Class 31 contains 12425 members 
Mstep: Class 32 contains 12203 members 
Mstep: Class 33 contains 132903 members 
Mstep: Class 34 contains 141285 members 
Mstep: Class 35 contains 25220 members 
Mstep: Class 36 contains 6180 members 
Mstep: Class 37 contains 3567 members 
Mstep: Class 38 contains 25022 members 
Mstep: Class 39 contains 8047 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19101 members 
Mstep: Class 42 contains 6607 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 2518 members 
Mstep: Class 45 contains 25031 members 
Mstep: Class 46 contains 7478 members 
Mstep: Class 47 contains 9265 members 
Mstep: Class 48 contains 42016 members 
Mstep: Class 49 contains 11314 members 
Mstep: Class 50 contains 8969 members 
Mstep: Class 51 contains 19769 members 
Mstep: Class 52 contains 35131 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11568 members 
Mstep: Class 55 contains 3151 members 
Mstep: Class 56 contains 3532 members 
Mstep: Class 57 contains 3669 members 
Mstep: Class 58 contains 15357 members 
Mstep: Class 59 contains 26227 members 
Mstep: Class 60 contains 2148 members 
Mstep: Class 61 contains 5191 members 
Mstep: Class 62 contains 3657 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54552 members 
Mstep: Class 65 contains 4961 members 
Mstep: Class 66 contains 2420 members 
Mstep: Class 67 contains 4924 members 
Mstep: Class 68 contains 6231 members 
Mstep: Class 69 contains 8130 members 
Mstep: Class 70 contains 6261 members 
Mstep: Class 71 contains 6093 members 
Mstep: Class 72 contains 18444 members 
Mstep: Class 73 contains 16686 members 
Mstep: Class 74 contains 2587 members 
Mstep: Class 75 contains 6649 members 
Mstep: Class 76 contains 3548 members 
Mstep: Class 77 contains 36850 members 
Mstep: Class 78 contains 56471 members 
Mstep: Class 79 contains 9049 members 
Mstep: Class 80 contains 1324 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4834 members 
Mstep: Class 83 contains 2478 members 
Mstep: Class 84 contains 2403 members 
Mstep: Class 85 contains 3780 members 
Mstep: Class 86 contains 6959 members 
Mstep: Class 87 contains 11740 members 
Mstep: Class 88 contains 4073 members 
Mstep: Class 89 contains 8621 members 
Mstep: Class 90 contains 8518 members 
Mstep: Class 91 contains 9595 members 
Mstep: Class 92 contains 14426 members 
Mstep: Class 93 contains 10143 members 
Mstep: Class 94 contains 3370 members 
Mstep: Class 95 contains 2351 members 
Mstep: Class 96 contains 5907 members 
Mstep: Class 97 contains 4235 members 
Mstep: Class 98 contains 3741 members 
Mstep: Class 100 contains 7441 members 
Mstep: Class 101 contains 2279 members 
Mstep: Class 102 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289248.000000 Penalty: 362902.031250
Iteration 171Q: 102 clusters Score -2.122892e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 79564 members 
Mstep: Class 4 contains 27733 members 
Mstep: Class 5 contains 12838 members 
Mstep: Class 6 contains 56795 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 17525 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 249050 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 8932 members 
Mstep: Class 15 contains 25539 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 51433 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15321 members 
Mstep: Class 22 contains 86335 members 
Mstep: Class 23 contains 12828 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33481 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 9625 members 
Mstep: Class 29 contains 171748 members 
Mstep: Class 30 contains 8857 members 
Mstep: Class 31 contains 12434 members 
Mstep: Class 32 contains 12186 members 
Mstep: Class 33 contains 132902 members 
Mstep: Class 34 contains 141250 members 
Mstep: Class 35 contains 25222 members 
Mstep: Class 36 contains 6188 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 24964 members 
Mstep: Class 39 contains 8054 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19072 members 
Mstep: Class 42 contains 6614 members 
Mstep: Class 43 contains 9174 members 
Mstep: Class 44 contains 2519 members 
Mstep: Class 45 contains 25070 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9260 members 
Mstep: Class 48 contains 42026 members 
Mstep: Class 49 contains 11307 members 
Mstep: Class 50 contains 8966 members 
Mstep: Class 51 contains 19792 members 
Mstep: Class 52 contains 35070 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11570 members 
Mstep: Class 55 contains 3166 members 
Mstep: Class 56 contains 3526 members 
Mstep: Class 57 contains 3669 members 
Mstep: Class 58 contains 15325 members 
Mstep: Class 59 contains 26187 members 
Mstep: Class 60 contains 2146 members 
Mstep: Class 61 contains 5190 members 
Mstep: Class 62 contains 3654 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54547 members 
Mstep: Class 65 contains 4952 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 4927 members 
Mstep: Class 68 contains 6235 members 
Mstep: Class 69 contains 8132 members 
Mstep: Class 70 contains 6258 members 
Mstep: Class 71 contains 6096 members 
Mstep: Class 72 contains 18451 members 
Mstep: Class 73 contains 16688 members 
Mstep: Class 74 contains 2580 members 
Mstep: Class 75 contains 6671 members 
Mstep: Class 76 contains 3550 members 
Mstep: Class 77 contains 36825 members 
Mstep: Class 78 contains 56464 members 
Mstep: Class 79 contains 9042 members 
Mstep: Class 80 contains 1327 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4849 members 
Mstep: Class 83 contains 2470 members 
Mstep: Class 84 contains 2410 members 
Mstep: Class 85 contains 3782 members 
Mstep: Class 86 contains 6959 members 
Mstep: Class 87 contains 11739 members 
Mstep: Class 88 contains 4059 members 
Mstep: Class 89 contains 8660 members 
Mstep: Class 90 contains 8514 members 
Mstep: Class 91 contains 9797 members 
Mstep: Class 92 contains 14627 members 
Mstep: Class 93 contains 10170 members 
Mstep: Class 94 contains 3415 members 
Mstep: Class 95 contains 2351 members 
Mstep: Class 96 contains 5929 members 
Mstep: Class 97 contains 4254 members 
Mstep: Class 98 contains 3738 members 
Mstep: Class 100 contains 7436 members 
Mstep: Class 101 contains 2274 members 
Mstep: Class 102 contains 9244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289776.000000 Penalty: 362902.031250
Iteration 172Q: 102 clusters Score -2.122898e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 79506 members 
Mstep: Class 4 contains 27768 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 56677 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 17527 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 248996 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 8934 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 51402 members 
Mstep: Class 18 contains 19467 members 
Mstep: Class 19 contains 9219 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15323 members 
Mstep: Class 22 contains 86192 members 
Mstep: Class 23 contains 12828 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33516 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 4606 members 
Mstep: Class 28 contains 9626 members 
Mstep: Class 29 contains 171783 members 
Mstep: Class 30 contains 8865 members 
Mstep: Class 31 contains 12441 members 
Mstep: Class 32 contains 12179 members 
Mstep: Class 33 contains 132887 members 
Mstep: Class 34 contains 141211 members 
Mstep: Class 35 contains 25223 members 
Mstep: Class 36 contains 6189 members 
Mstep: Class 37 contains 3574 members 
Mstep: Class 38 contains 24910 members 
Mstep: Class 39 contains 8059 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19052 members 
Mstep: Class 42 contains 6609 members 
Mstep: Class 43 contains 9168 members 
Mstep: Class 44 contains 2521 members 
Mstep: Class 45 contains 25096 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 9250 members 
Mstep: Class 48 contains 42027 members 
Mstep: Class 49 contains 11301 members 
Mstep: Class 50 contains 8960 members 
Mstep: Class 51 contains 19814 members 
Mstep: Class 52 contains 35001 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11561 members 
Mstep: Class 55 contains 3180 members 
Mstep: Class 56 contains 3524 members 
Mstep: Class 57 contains 3667 members 
Mstep: Class 58 contains 15296 members 
Mstep: Class 59 contains 26159 members 
Mstep: Class 60 contains 2146 members 
Mstep: Class 61 contains 5189 members 
Mstep: Class 62 contains 3653 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54546 members 
Mstep: Class 65 contains 4947 members 
Mstep: Class 66 contains 2417 members 
Mstep: Class 67 contains 4931 members 
Mstep: Class 68 contains 6239 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6249 members 
Mstep: Class 71 contains 6109 members 
Mstep: Class 72 contains 18455 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2579 members 
Mstep: Class 75 contains 6694 members 
Mstep: Class 76 contains 3555 members 
Mstep: Class 77 contains 36798 members 
Mstep: Class 78 contains 56451 members 
Mstep: Class 79 contains 9040 members 
Mstep: Class 80 contains 1330 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4855 members 
Mstep: Class 83 contains 2462 members 
Mstep: Class 84 contains 2415 members 
Mstep: Class 85 contains 3783 members 
Mstep: Class 86 contains 6958 members 
Mstep: Class 87 contains 11742 members 
Mstep: Class 88 contains 4049 members 
Mstep: Class 89 contains 8692 members 
Mstep: Class 90 contains 8512 members 
Mstep: Class 91 contains 9985 members 
Mstep: Class 92 contains 14809 members 
Mstep: Class 93 contains 10193 members 
Mstep: Class 94 contains 3457 members 
Mstep: Class 95 contains 2352 members 
Mstep: Class 96 contains 5952 members 
Mstep: Class 97 contains 4268 members 
Mstep: Class 98 contains 3738 members 
Mstep: Class 100 contains 7427 members 
Mstep: Class 101 contains 2274 members 
Mstep: Class 102 contains 9270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290000.000000 Penalty: 362902.031250
Iteration 173Q: 102 clusters Score -2.1229e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 79446 members 
Mstep: Class 4 contains 27804 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 56582 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 248946 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 8937 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 51370 members 
Mstep: Class 18 contains 19460 members 
Mstep: Class 19 contains 9231 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15329 members 
Mstep: Class 22 contains 86080 members 
Mstep: Class 23 contains 12828 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33537 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 9629 members 
Mstep: Class 29 contains 171820 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 12447 members 
Mstep: Class 32 contains 12167 members 
Mstep: Class 33 contains 132879 members 
Mstep: Class 34 contains 141176 members 
Mstep: Class 35 contains 25220 members 
Mstep: Class 36 contains 6191 members 
Mstep: Class 37 contains 3575 members 
Mstep: Class 38 contains 24863 members 
Mstep: Class 39 contains 8063 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 19018 members 
Mstep: Class 42 contains 6602 members 
Mstep: Class 43 contains 9152 members 
Mstep: Class 44 contains 2522 members 
Mstep: Class 45 contains 25126 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 9247 members 
Mstep: Class 48 contains 42026 members 
Mstep: Class 49 contains 11304 members 
Mstep: Class 50 contains 8952 members 
Mstep: Class 51 contains 19830 members 
Mstep: Class 52 contains 34957 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11549 members 
Mstep: Class 55 contains 3192 members 
Mstep: Class 56 contains 3525 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 15268 members 
Mstep: Class 59 contains 26120 members 
Mstep: Class 60 contains 2144 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3652 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54545 members 
Mstep: Class 65 contains 4948 members 
Mstep: Class 66 contains 2415 members 
Mstep: Class 67 contains 4933 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6239 members 
Mstep: Class 71 contains 6122 members 
Mstep: Class 72 contains 18469 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2579 members 
Mstep: Class 75 contains 6714 members 
Mstep: Class 76 contains 3561 members 
Mstep: Class 77 contains 36796 members 
Mstep: Class 78 contains 56435 members 
Mstep: Class 79 contains 9035 members 
Mstep: Class 80 contains 1335 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4858 members 
Mstep: Class 83 contains 2456 members 
Mstep: Class 84 contains 2416 members 
Mstep: Class 85 contains 3786 members 
Mstep: Class 86 contains 6956 members 
Mstep: Class 87 contains 11740 members 
Mstep: Class 88 contains 4040 members 
Mstep: Class 89 contains 8711 members 
Mstep: Class 90 contains 8511 members 
Mstep: Class 91 contains 10148 members 
Mstep: Class 92 contains 14949 members 
Mstep: Class 93 contains 10219 members 
Mstep: Class 94 contains 3499 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 5967 members 
Mstep: Class 97 contains 4275 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7417 members 
Mstep: Class 101 contains 2272 members 
Mstep: Class 102 contains 9294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289856.000000 Penalty: 362902.031250
Iteration 174Q: 102 clusters Score -2.122899e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 79380 members 
Mstep: Class 4 contains 27842 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 56538 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 248873 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 8939 members 
Mstep: Class 15 contains 25544 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 51338 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 9240 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15332 members 
Mstep: Class 22 contains 85958 members 
Mstep: Class 23 contains 12822 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33551 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 9626 members 
Mstep: Class 29 contains 171846 members 
Mstep: Class 30 contains 8896 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 12164 members 
Mstep: Class 33 contains 132864 members 
Mstep: Class 34 contains 141150 members 
Mstep: Class 35 contains 25212 members 
Mstep: Class 36 contains 6194 members 
Mstep: Class 37 contains 3578 members 
Mstep: Class 38 contains 24814 members 
Mstep: Class 39 contains 8066 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18980 members 
Mstep: Class 42 contains 6599 members 
Mstep: Class 43 contains 9145 members 
Mstep: Class 44 contains 2523 members 
Mstep: Class 45 contains 25159 members 
Mstep: Class 46 contains 7475 members 
Mstep: Class 47 contains 9236 members 
Mstep: Class 48 contains 42032 members 
Mstep: Class 49 contains 11294 members 
Mstep: Class 50 contains 8951 members 
Mstep: Class 51 contains 19845 members 
Mstep: Class 52 contains 34905 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11551 members 
Mstep: Class 55 contains 3198 members 
Mstep: Class 56 contains 3519 members 
Mstep: Class 57 contains 3663 members 
Mstep: Class 58 contains 15246 members 
Mstep: Class 59 contains 26092 members 
Mstep: Class 60 contains 2146 members 
Mstep: Class 61 contains 5188 members 
Mstep: Class 62 contains 3651 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54543 members 
Mstep: Class 65 contains 4943 members 
Mstep: Class 66 contains 2414 members 
Mstep: Class 67 contains 4936 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6236 members 
Mstep: Class 71 contains 6132 members 
Mstep: Class 72 contains 18485 members 
Mstep: Class 73 contains 16691 members 
Mstep: Class 74 contains 2578 members 
Mstep: Class 75 contains 6742 members 
Mstep: Class 76 contains 3569 members 
Mstep: Class 77 contains 36789 members 
Mstep: Class 78 contains 56430 members 
Mstep: Class 79 contains 9027 members 
Mstep: Class 80 contains 1336 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4867 members 
Mstep: Class 83 contains 2447 members 
Mstep: Class 84 contains 2424 members 
Mstep: Class 85 contains 3787 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11733 members 
Mstep: Class 88 contains 4031 members 
Mstep: Class 89 contains 8727 members 
Mstep: Class 90 contains 8511 members 
Mstep: Class 91 contains 10308 members 
Mstep: Class 92 contains 15087 members 
Mstep: Class 93 contains 10236 members 
Mstep: Class 94 contains 3541 members 
Mstep: Class 95 contains 2352 members 
Mstep: Class 96 contains 5972 members 
Mstep: Class 97 contains 4284 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7401 members 
Mstep: Class 101 contains 2270 members 
Mstep: Class 102 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290160.000000 Penalty: 362902.031250
Iteration 175Q: 102 clusters Score -2.122902e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 79329 members 
Mstep: Class 4 contains 27871 members 
Mstep: Class 5 contains 12826 members 
Mstep: Class 6 contains 56498 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 248807 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 8942 members 
Mstep: Class 15 contains 25544 members 
Mstep: Class 16 contains 6623 members 
Mstep: Class 17 contains 51316 members 
Mstep: Class 18 contains 19439 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15335 members 
Mstep: Class 22 contains 85874 members 
Mstep: Class 23 contains 12810 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33579 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 4590 members 
Mstep: Class 28 contains 9623 members 
Mstep: Class 29 contains 171832 members 
Mstep: Class 30 contains 8918 members 
Mstep: Class 31 contains 12465 members 
Mstep: Class 32 contains 12152 members 
Mstep: Class 33 contains 132862 members 
Mstep: Class 34 contains 141152 members 
Mstep: Class 35 contains 25211 members 
Mstep: Class 36 contains 6198 members 
Mstep: Class 37 contains 3583 members 
Mstep: Class 38 contains 24771 members 
Mstep: Class 39 contains 8071 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18947 members 
Mstep: Class 42 contains 6601 members 
Mstep: Class 43 contains 9139 members 
Mstep: Class 44 contains 2525 members 
Mstep: Class 45 contains 25172 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9224 members 
Mstep: Class 48 contains 42038 members 
Mstep: Class 49 contains 11276 members 
Mstep: Class 50 contains 8943 members 
Mstep: Class 51 contains 19859 members 
Mstep: Class 52 contains 34862 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11550 members 
Mstep: Class 55 contains 3201 members 
Mstep: Class 56 contains 3516 members 
Mstep: Class 57 contains 3663 members 
Mstep: Class 58 contains 15221 members 
Mstep: Class 59 contains 26075 members 
Mstep: Class 60 contains 2145 members 
Mstep: Class 61 contains 5189 members 
Mstep: Class 62 contains 3644 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54539 members 
Mstep: Class 65 contains 4941 members 
Mstep: Class 66 contains 2414 members 
Mstep: Class 67 contains 4937 members 
Mstep: Class 68 contains 6245 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6237 members 
Mstep: Class 71 contains 6136 members 
Mstep: Class 72 contains 18508 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2583 members 
Mstep: Class 75 contains 6756 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 36786 members 
Mstep: Class 78 contains 56423 members 
Mstep: Class 79 contains 9024 members 
Mstep: Class 80 contains 1335 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4880 members 
Mstep: Class 83 contains 2443 members 
Mstep: Class 84 contains 2435 members 
Mstep: Class 85 contains 3789 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 87 contains 11729 members 
Mstep: Class 88 contains 4024 members 
Mstep: Class 89 contains 8754 members 
Mstep: Class 90 contains 8512 members 
Mstep: Class 91 contains 10433 members 
Mstep: Class 92 contains 15198 members 
Mstep: Class 93 contains 10248 members 
Mstep: Class 94 contains 3582 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 5986 members 
Mstep: Class 97 contains 4289 members 
Mstep: Class 98 contains 3744 members 
Mstep: Class 100 contains 7391 members 
Mstep: Class 101 contains 2268 members 
Mstep: Class 102 contains 9310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289808.000000 Penalty: 362902.031250
Iteration 176Q: 102 clusters Score -2.122898e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 79290 members 
Mstep: Class 4 contains 27897 members 
Mstep: Class 5 contains 12819 members 
Mstep: Class 6 contains 56457 members 
Mstep: Class 7 contains 3497 members 
Mstep: Class 8 contains 17520 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 248741 members 
Mstep: Class 13 contains 7007 members 
Mstep: Class 14 contains 8947 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 6625 members 
Mstep: Class 17 contains 51295 members 
Mstep: Class 18 contains 19430 members 
Mstep: Class 19 contains 9240 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 85797 members 
Mstep: Class 23 contains 12797 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33611 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 171845 members 
Mstep: Class 30 contains 8944 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 12131 members 
Mstep: Class 33 contains 132852 members 
Mstep: Class 34 contains 141140 members 
Mstep: Class 35 contains 25202 members 
Mstep: Class 36 contains 6196 members 
Mstep: Class 37 contains 3592 members 
Mstep: Class 38 contains 24728 members 
Mstep: Class 39 contains 8081 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18920 members 
Mstep: Class 42 contains 6618 members 
Mstep: Class 43 contains 9136 members 
Mstep: Class 44 contains 2526 members 
Mstep: Class 45 contains 25179 members 
Mstep: Class 46 contains 7477 members 
Mstep: Class 47 contains 9223 members 
Mstep: Class 48 contains 42036 members 
Mstep: Class 49 contains 11265 members 
Mstep: Class 50 contains 8939 members 
Mstep: Class 51 contains 19879 members 
Mstep: Class 52 contains 34824 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11549 members 
Mstep: Class 55 contains 3200 members 
Mstep: Class 56 contains 3511 members 
Mstep: Class 57 contains 3663 members 
Mstep: Class 58 contains 15196 members 
Mstep: Class 59 contains 26055 members 
Mstep: Class 60 contains 2148 members 
Mstep: Class 61 contains 5186 members 
Mstep: Class 62 contains 3638 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54540 members 
Mstep: Class 65 contains 4935 members 
Mstep: Class 66 contains 2412 members 
Mstep: Class 67 contains 4936 members 
Mstep: Class 68 contains 6243 members 
Mstep: Class 69 contains 8138 members 
Mstep: Class 70 contains 6236 members 
Mstep: Class 71 contains 6137 members 
Mstep: Class 72 contains 18529 members 
Mstep: Class 73 contains 16695 members 
Mstep: Class 74 contains 2581 members 
Mstep: Class 75 contains 6766 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 36792 members 
Mstep: Class 78 contains 56417 members 
Mstep: Class 79 contains 9019 members 
Mstep: Class 80 contains 1335 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4885 members 
Mstep: Class 83 contains 2440 members 
Mstep: Class 84 contains 2444 members 
Mstep: Class 85 contains 3790 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 87 contains 11729 members 
Mstep: Class 88 contains 4017 members 
Mstep: Class 89 contains 8778 members 
Mstep: Class 90 contains 8508 members 
Mstep: Class 91 contains 10539 members 
Mstep: Class 92 contains 15291 members 
Mstep: Class 93 contains 10258 members 
Mstep: Class 94 contains 3611 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6000 members 
Mstep: Class 97 contains 4292 members 
Mstep: Class 98 contains 3744 members 
Mstep: Class 100 contains 7389 members 
Mstep: Class 101 contains 2263 members 
Mstep: Class 102 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290240.000000 Penalty: 362902.031250
Iteration 177Q: 102 clusters Score -2.122902e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 79254 members 
Mstep: Class 4 contains 27924 members 
Mstep: Class 5 contains 12815 members 
Mstep: Class 6 contains 56420 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 17518 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 248695 members 
Mstep: Class 13 contains 7019 members 
Mstep: Class 14 contains 8952 members 
Mstep: Class 15 contains 25549 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 51281 members 
Mstep: Class 18 contains 19426 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15343 members 
Mstep: Class 22 contains 85704 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33635 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 9610 members 
Mstep: Class 29 contains 171854 members 
Mstep: Class 30 contains 8973 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 12111 members 
Mstep: Class 33 contains 132840 members 
Mstep: Class 34 contains 141126 members 
Mstep: Class 35 contains 25192 members 
Mstep: Class 36 contains 6200 members 
Mstep: Class 37 contains 3608 members 
Mstep: Class 38 contains 24688 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18893 members 
Mstep: Class 42 contains 6617 members 
Mstep: Class 43 contains 9127 members 
Mstep: Class 44 contains 2527 members 
Mstep: Class 45 contains 25203 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9222 members 
Mstep: Class 48 contains 42033 members 
Mstep: Class 49 contains 11254 members 
Mstep: Class 50 contains 8931 members 
Mstep: Class 51 contains 19898 members 
Mstep: Class 52 contains 34803 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11553 members 
Mstep: Class 55 contains 3199 members 
Mstep: Class 56 contains 3509 members 
Mstep: Class 57 contains 3664 members 
Mstep: Class 58 contains 15169 members 
Mstep: Class 59 contains 26040 members 
Mstep: Class 60 contains 2152 members 
Mstep: Class 61 contains 5184 members 
Mstep: Class 62 contains 3639 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54536 members 
Mstep: Class 65 contains 4933 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4936 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8138 members 
Mstep: Class 70 contains 6240 members 
Mstep: Class 71 contains 6140 members 
Mstep: Class 72 contains 18547 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2580 members 
Mstep: Class 75 contains 6775 members 
Mstep: Class 76 contains 3577 members 
Mstep: Class 77 contains 36787 members 
Mstep: Class 78 contains 56413 members 
Mstep: Class 79 contains 9015 members 
Mstep: Class 80 contains 1335 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4894 members 
Mstep: Class 83 contains 2440 members 
Mstep: Class 84 contains 2451 members 
Mstep: Class 85 contains 3794 members 
Mstep: Class 86 contains 6958 members 
Mstep: Class 87 contains 11728 members 
Mstep: Class 88 contains 4023 members 
Mstep: Class 89 contains 8794 members 
Mstep: Class 90 contains 8507 members 
Mstep: Class 91 contains 10629 members 
Mstep: Class 92 contains 15373 members 
Mstep: Class 93 contains 10267 members 
Mstep: Class 94 contains 3638 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6007 members 
Mstep: Class 97 contains 4295 members 
Mstep: Class 98 contains 3745 members 
Mstep: Class 100 contains 7387 members 
Mstep: Class 101 contains 2247 members 
Mstep: Class 102 contains 9326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290624.000000 Penalty: 362902.031250
Iteration 178Q: 102 clusters Score -2.122906e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 79219 members 
Mstep: Class 4 contains 27955 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 56406 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17515 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 248636 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 8954 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 51272 members 
Mstep: Class 18 contains 19425 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 15347 members 
Mstep: Class 22 contains 85620 members 
Mstep: Class 23 contains 12789 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33653 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 9600 members 
Mstep: Class 29 contains 171863 members 
Mstep: Class 30 contains 8995 members 
Mstep: Class 31 contains 12499 members 
Mstep: Class 32 contains 12100 members 
Mstep: Class 33 contains 132829 members 
Mstep: Class 34 contains 141118 members 
Mstep: Class 35 contains 25184 members 
Mstep: Class 36 contains 6208 members 
Mstep: Class 37 contains 3622 members 
Mstep: Class 38 contains 24650 members 
Mstep: Class 39 contains 8090 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18874 members 
Mstep: Class 42 contains 6616 members 
Mstep: Class 43 contains 9117 members 
Mstep: Class 44 contains 2526 members 
Mstep: Class 45 contains 25229 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9214 members 
Mstep: Class 48 contains 42028 members 
Mstep: Class 49 contains 11247 members 
Mstep: Class 50 contains 8927 members 
Mstep: Class 51 contains 19913 members 
Mstep: Class 52 contains 34786 members 
Mstep: Class 53 contains 725 members 
Mstep: Class 54 contains 11548 members 
Mstep: Class 55 contains 3209 members 
Mstep: Class 56 contains 3508 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 15145 members 
Mstep: Class 59 contains 26024 members 
Mstep: Class 60 contains 2154 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 3632 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54529 members 
Mstep: Class 65 contains 4930 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4937 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6240 members 
Mstep: Class 71 contains 6139 members 
Mstep: Class 72 contains 18561 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2577 members 
Mstep: Class 75 contains 6779 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 36780 members 
Mstep: Class 78 contains 56405 members 
Mstep: Class 79 contains 9010 members 
Mstep: Class 80 contains 1335 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4903 members 
Mstep: Class 83 contains 2439 members 
Mstep: Class 84 contains 2456 members 
Mstep: Class 85 contains 3795 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 87 contains 11730 members 
Mstep: Class 88 contains 4033 members 
Mstep: Class 89 contains 8803 members 
Mstep: Class 90 contains 8506 members 
Mstep: Class 91 contains 10714 members 
Mstep: Class 92 contains 15452 members 
Mstep: Class 93 contains 10278 members 
Mstep: Class 94 contains 3664 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6024 members 
Mstep: Class 97 contains 4296 members 
Mstep: Class 98 contains 3744 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2233 members 
Mstep: Class 102 contains 9333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290880.000000 Penalty: 362902.031250
Iteration 179Q: 102 clusters Score -2.122909e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 79189 members 
Mstep: Class 4 contains 27968 members 
Mstep: Class 5 contains 12815 members 
Mstep: Class 6 contains 56399 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 248591 members 
Mstep: Class 13 contains 7038 members 
Mstep: Class 14 contains 8958 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 6625 members 
Mstep: Class 17 contains 51251 members 
Mstep: Class 18 contains 19422 members 
Mstep: Class 19 contains 9267 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 15347 members 
Mstep: Class 22 contains 85547 members 
Mstep: Class 23 contains 12785 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33671 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 171869 members 
Mstep: Class 30 contains 9009 members 
Mstep: Class 31 contains 12513 members 
Mstep: Class 32 contains 12081 members 
Mstep: Class 33 contains 132815 members 
Mstep: Class 34 contains 141097 members 
Mstep: Class 35 contains 25184 members 
Mstep: Class 36 contains 6210 members 
Mstep: Class 37 contains 3632 members 
Mstep: Class 38 contains 24616 members 
Mstep: Class 39 contains 8090 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18860 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 9110 members 
Mstep: Class 44 contains 2525 members 
Mstep: Class 45 contains 25249 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9212 members 
Mstep: Class 48 contains 42027 members 
Mstep: Class 49 contains 11244 members 
Mstep: Class 50 contains 8923 members 
Mstep: Class 51 contains 19933 members 
Mstep: Class 52 contains 34769 members 
Mstep: Class 53 contains 726 members 
Mstep: Class 54 contains 11547 members 
Mstep: Class 55 contains 3216 members 
Mstep: Class 56 contains 3509 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 15124 members 
Mstep: Class 59 contains 26011 members 
Mstep: Class 60 contains 2153 members 
Mstep: Class 61 contains 5184 members 
Mstep: Class 62 contains 3632 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54524 members 
Mstep: Class 65 contains 4924 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4938 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6240 members 
Mstep: Class 71 contains 6139 members 
Mstep: Class 72 contains 18569 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2579 members 
Mstep: Class 75 contains 6785 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 36782 members 
Mstep: Class 78 contains 56398 members 
Mstep: Class 79 contains 9008 members 
Mstep: Class 80 contains 1335 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4916 members 
Mstep: Class 83 contains 2439 members 
Mstep: Class 84 contains 2469 members 
Mstep: Class 85 contains 3795 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 87 contains 11727 members 
Mstep: Class 88 contains 4028 members 
Mstep: Class 89 contains 8815 members 
Mstep: Class 90 contains 8511 members 
Mstep: Class 91 contains 10796 members 
Mstep: Class 92 contains 15525 members 
Mstep: Class 93 contains 10287 members 
Mstep: Class 94 contains 3687 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6035 members 
Mstep: Class 97 contains 4296 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7381 members 
Mstep: Class 101 contains 2224 members 
Mstep: Class 102 contains 9341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291424.000000 Penalty: 362902.031250
Iteration 180F: 102 clusters Score -2.122914e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 79160 members 
Mstep: Class 4 contains 27980 members 
Mstep: Class 5 contains 12815 members 
Mstep: Class 6 contains 56222 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 248537 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 8959 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 51237 members 
Mstep: Class 18 contains 19421 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 15351 members 
Mstep: Class 22 contains 85497 members 
Mstep: Class 23 contains 12778 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33691 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 9590 members 
Mstep: Class 29 contains 171865 members 
Mstep: Class 30 contains 9021 members 
Mstep: Class 31 contains 12524 members 
Mstep: Class 32 contains 12075 members 
Mstep: Class 33 contains 132799 members 
Mstep: Class 34 contains 141078 members 
Mstep: Class 35 contains 25181 members 
Mstep: Class 36 contains 6210 members 
Mstep: Class 37 contains 3641 members 
Mstep: Class 38 contains 24583 members 
Mstep: Class 39 contains 8091 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18841 members 
Mstep: Class 42 contains 6611 members 
Mstep: Class 43 contains 9103 members 
Mstep: Class 44 contains 2524 members 
Mstep: Class 45 contains 25262 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9212 members 
Mstep: Class 48 contains 42014 members 
Mstep: Class 49 contains 11248 members 
Mstep: Class 50 contains 8919 members 
Mstep: Class 51 contains 19952 members 
Mstep: Class 52 contains 34632 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11550 members 
Mstep: Class 55 contains 3211 members 
Mstep: Class 56 contains 3512 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 15094 members 
Mstep: Class 59 contains 25993 members 
Mstep: Class 60 contains 2155 members 
Mstep: Class 61 contains 5181 members 
Mstep: Class 62 contains 3633 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54525 members 
Mstep: Class 65 contains 4920 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4940 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6240 members 
Mstep: Class 71 contains 6140 members 
Mstep: Class 72 contains 18581 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2577 members 
Mstep: Class 75 contains 6797 members 
Mstep: Class 76 contains 3577 members 
Mstep: Class 77 contains 36789 members 
Mstep: Class 78 contains 56388 members 
Mstep: Class 79 contains 9005 members 
Mstep: Class 80 contains 1343 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4897 members 
Mstep: Class 83 contains 2438 members 
Mstep: Class 84 contains 2479 members 
Mstep: Class 85 contains 3796 members 
Mstep: Class 86 contains 6952 members 
Mstep: Class 87 contains 11726 members 
Mstep: Class 88 contains 4023 members 
Mstep: Class 89 contains 8830 members 
Mstep: Class 90 contains 8509 members 
Mstep: Class 91 contains 11072 members 
Mstep: Class 92 contains 15705 members 
Mstep: Class 93 contains 10293 members 
Mstep: Class 94 contains 3702 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6034 members 
Mstep: Class 97 contains 4296 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7380 members 
Mstep: Class 101 contains 2220 members 
Mstep: Class 102 contains 9348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291760.000000 Penalty: 362902.031250
Iteration 181Q: 102 clusters Score -2.122918e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 79123 members 
Mstep: Class 4 contains 27991 members 
Mstep: Class 5 contains 12813 members 
Mstep: Class 6 contains 56048 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 248497 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8961 members 
Mstep: Class 15 contains 25564 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 51226 members 
Mstep: Class 18 contains 19420 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15353 members 
Mstep: Class 22 contains 85431 members 
Mstep: Class 23 contains 12772 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33699 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 4618 members 
Mstep: Class 28 contains 9589 members 
Mstep: Class 29 contains 171884 members 
Mstep: Class 30 contains 9025 members 
Mstep: Class 31 contains 12531 members 
Mstep: Class 32 contains 12061 members 
Mstep: Class 33 contains 132795 members 
Mstep: Class 34 contains 141064 members 
Mstep: Class 35 contains 25175 members 
Mstep: Class 36 contains 6213 members 
Mstep: Class 37 contains 3649 members 
Mstep: Class 38 contains 24557 members 
Mstep: Class 39 contains 8093 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18838 members 
Mstep: Class 42 contains 6609 members 
Mstep: Class 43 contains 9094 members 
Mstep: Class 44 contains 2526 members 
Mstep: Class 45 contains 25245 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9209 members 
Mstep: Class 48 contains 42001 members 
Mstep: Class 49 contains 11244 members 
Mstep: Class 50 contains 8916 members 
Mstep: Class 51 contains 19967 members 
Mstep: Class 52 contains 34495 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11550 members 
Mstep: Class 55 contains 3211 members 
Mstep: Class 56 contains 3512 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 15050 members 
Mstep: Class 59 contains 25973 members 
Mstep: Class 60 contains 2157 members 
Mstep: Class 61 contains 5178 members 
Mstep: Class 62 contains 3628 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54526 members 
Mstep: Class 65 contains 4914 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4941 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8141 members 
Mstep: Class 70 contains 6238 members 
Mstep: Class 71 contains 6140 members 
Mstep: Class 72 contains 18592 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2578 members 
Mstep: Class 75 contains 6811 members 
Mstep: Class 76 contains 3577 members 
Mstep: Class 77 contains 36806 members 
Mstep: Class 78 contains 56386 members 
Mstep: Class 79 contains 9001 members 
Mstep: Class 80 contains 1350 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4902 members 
Mstep: Class 83 contains 2438 members 
Mstep: Class 84 contains 2488 members 
Mstep: Class 85 contains 3797 members 
Mstep: Class 86 contains 6952 members 
Mstep: Class 87 contains 11725 members 
Mstep: Class 88 contains 4026 members 
Mstep: Class 89 contains 8847 members 
Mstep: Class 90 contains 8510 members 
Mstep: Class 91 contains 11325 members 
Mstep: Class 92 contains 15911 members 
Mstep: Class 93 contains 10303 members 
Mstep: Class 94 contains 3716 members 
Mstep: Class 95 contains 2354 members 
Mstep: Class 96 contains 6037 members 
Mstep: Class 97 contains 4297 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7381 members 
Mstep: Class 101 contains 2218 members 
Mstep: Class 102 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291904.000000 Penalty: 362902.031250
Iteration 182Q: 102 clusters Score -2.122919e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 79070 members 
Mstep: Class 4 contains 28002 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 55944 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 248458 members 
Mstep: Class 13 contains 7059 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 51211 members 
Mstep: Class 18 contains 19417 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 15353 members 
Mstep: Class 22 contains 85377 members 
Mstep: Class 23 contains 12768 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33704 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 4613 members 
Mstep: Class 28 contains 9583 members 
Mstep: Class 29 contains 171913 members 
Mstep: Class 30 contains 9032 members 
Mstep: Class 31 contains 12535 members 
Mstep: Class 32 contains 12058 members 
Mstep: Class 33 contains 132781 members 
Mstep: Class 34 contains 141054 members 
Mstep: Class 35 contains 25175 members 
Mstep: Class 36 contains 6217 members 
Mstep: Class 37 contains 3665 members 
Mstep: Class 38 contains 24531 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18832 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 9091 members 
Mstep: Class 44 contains 2524 members 
Mstep: Class 45 contains 25198 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9200 members 
Mstep: Class 48 contains 41992 members 
Mstep: Class 49 contains 11228 members 
Mstep: Class 50 contains 8918 members 
Mstep: Class 51 contains 19974 members 
Mstep: Class 52 contains 34359 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11547 members 
Mstep: Class 55 contains 3210 members 
Mstep: Class 56 contains 3513 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 15017 members 
Mstep: Class 59 contains 25947 members 
Mstep: Class 60 contains 2158 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3624 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54527 members 
Mstep: Class 65 contains 4911 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4944 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8141 members 
Mstep: Class 70 contains 6237 members 
Mstep: Class 71 contains 6141 members 
Mstep: Class 72 contains 18593 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2577 members 
Mstep: Class 75 contains 6824 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 36839 members 
Mstep: Class 78 contains 56386 members 
Mstep: Class 79 contains 8996 members 
Mstep: Class 80 contains 1356 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4913 members 
Mstep: Class 83 contains 2436 members 
Mstep: Class 84 contains 2498 members 
Mstep: Class 85 contains 3799 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11723 members 
Mstep: Class 88 contains 4014 members 
Mstep: Class 89 contains 8879 members 
Mstep: Class 90 contains 8510 members 
Mstep: Class 91 contains 11516 members 
Mstep: Class 92 contains 16128 members 
Mstep: Class 93 contains 10310 members 
Mstep: Class 94 contains 3736 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6046 members 
Mstep: Class 97 contains 4299 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7380 members 
Mstep: Class 101 contains 2206 members 
Mstep: Class 102 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292064.000000 Penalty: 362902.031250
Iteration 183Q: 102 clusters Score -2.122921e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 79031 members 
Mstep: Class 4 contains 28021 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 55843 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 248428 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 51198 members 
Mstep: Class 18 contains 19416 members 
Mstep: Class 19 contains 9275 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 15356 members 
Mstep: Class 22 contains 85322 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33708 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 4607 members 
Mstep: Class 28 contains 9583 members 
Mstep: Class 29 contains 171938 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 12039 members 
Mstep: Class 33 contains 132775 members 
Mstep: Class 34 contains 141038 members 
Mstep: Class 35 contains 25171 members 
Mstep: Class 36 contains 6219 members 
Mstep: Class 37 contains 3677 members 
Mstep: Class 38 contains 24499 members 
Mstep: Class 39 contains 8095 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18826 members 
Mstep: Class 42 contains 6615 members 
Mstep: Class 43 contains 9089 members 
Mstep: Class 44 contains 2526 members 
Mstep: Class 45 contains 25160 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 41983 members 
Mstep: Class 49 contains 11216 members 
Mstep: Class 50 contains 8919 members 
Mstep: Class 51 contains 19986 members 
Mstep: Class 52 contains 34242 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11549 members 
Mstep: Class 55 contains 3212 members 
Mstep: Class 56 contains 3512 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 14986 members 
Mstep: Class 59 contains 25927 members 
Mstep: Class 60 contains 2158 members 
Mstep: Class 61 contains 5176 members 
Mstep: Class 62 contains 3614 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54528 members 
Mstep: Class 65 contains 4906 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4948 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8140 members 
Mstep: Class 70 contains 6236 members 
Mstep: Class 71 contains 6141 members 
Mstep: Class 72 contains 18598 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2572 members 
Mstep: Class 75 contains 6838 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 36871 members 
Mstep: Class 78 contains 56392 members 
Mstep: Class 79 contains 8991 members 
Mstep: Class 80 contains 1364 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4927 members 
Mstep: Class 83 contains 2434 members 
Mstep: Class 84 contains 2506 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6954 members 
Mstep: Class 87 contains 11723 members 
Mstep: Class 88 contains 4009 members 
Mstep: Class 89 contains 8900 members 
Mstep: Class 90 contains 8515 members 
Mstep: Class 91 contains 11686 members 
Mstep: Class 92 contains 16322 members 
Mstep: Class 93 contains 10315 members 
Mstep: Class 94 contains 3744 members 
Mstep: Class 95 contains 2353 members 
Mstep: Class 96 contains 6051 members 
Mstep: Class 97 contains 4301 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7382 members 
Mstep: Class 101 contains 2201 members 
Mstep: Class 102 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292624.000000 Penalty: 362902.031250
Iteration 184Q: 102 clusters Score -2.122926e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 78970 members 
Mstep: Class 4 contains 28037 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 55755 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 248407 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 51186 members 
Mstep: Class 18 contains 19415 members 
Mstep: Class 19 contains 9283 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 15354 members 
Mstep: Class 22 contains 85271 members 
Mstep: Class 23 contains 12759 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33715 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 4602 members 
Mstep: Class 28 contains 9581 members 
Mstep: Class 29 contains 171978 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 12536 members 
Mstep: Class 32 contains 12037 members 
Mstep: Class 33 contains 132779 members 
Mstep: Class 34 contains 141022 members 
Mstep: Class 35 contains 25176 members 
Mstep: Class 36 contains 6217 members 
Mstep: Class 37 contains 3679 members 
Mstep: Class 38 contains 24472 members 
Mstep: Class 39 contains 8097 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18815 members 
Mstep: Class 42 contains 6611 members 
Mstep: Class 43 contains 9088 members 
Mstep: Class 44 contains 2529 members 
Mstep: Class 45 contains 25135 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9200 members 
Mstep: Class 48 contains 41978 members 
Mstep: Class 49 contains 11208 members 
Mstep: Class 50 contains 8917 members 
Mstep: Class 51 contains 19990 members 
Mstep: Class 52 contains 34142 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11546 members 
Mstep: Class 55 contains 3214 members 
Mstep: Class 56 contains 3511 members 
Mstep: Class 57 contains 3664 members 
Mstep: Class 58 contains 14961 members 
Mstep: Class 59 contains 25904 members 
Mstep: Class 60 contains 2157 members 
Mstep: Class 61 contains 5176 members 
Mstep: Class 62 contains 3614 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54526 members 
Mstep: Class 65 contains 4891 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4950 members 
Mstep: Class 68 contains 6238 members 
Mstep: Class 69 contains 8139 members 
Mstep: Class 70 contains 6236 members 
Mstep: Class 71 contains 6140 members 
Mstep: Class 72 contains 18599 members 
Mstep: Class 73 contains 16695 members 
Mstep: Class 74 contains 2572 members 
Mstep: Class 75 contains 6852 members 
Mstep: Class 76 contains 3579 members 
Mstep: Class 77 contains 36892 members 
Mstep: Class 78 contains 56395 members 
Mstep: Class 79 contains 8988 members 
Mstep: Class 80 contains 1377 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4934 members 
Mstep: Class 83 contains 2433 members 
Mstep: Class 84 contains 2516 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 87 contains 11723 members 
Mstep: Class 88 contains 4006 members 
Mstep: Class 89 contains 8916 members 
Mstep: Class 90 contains 8518 members 
Mstep: Class 91 contains 11830 members 
Mstep: Class 92 contains 16478 members 
Mstep: Class 93 contains 10321 members 
Mstep: Class 94 contains 3743 members 
Mstep: Class 95 contains 2352 members 
Mstep: Class 96 contains 6059 members 
Mstep: Class 97 contains 4302 members 
Mstep: Class 98 contains 3740 members 
Mstep: Class 100 contains 7381 members 
Mstep: Class 101 contains 2208 members 
Mstep: Class 102 contains 9386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292512.000000 Penalty: 362902.031250
Iteration 185Q: 102 clusters Score -2.122925e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78908 members 
Mstep: Class 4 contains 28059 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 55682 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 248394 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 25564 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 19412 members 
Mstep: Class 19 contains 9289 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 15355 members 
Mstep: Class 22 contains 85238 members 
Mstep: Class 23 contains 12754 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33715 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 4597 members 
Mstep: Class 28 contains 9581 members 
Mstep: Class 29 contains 172025 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 12030 members 
Mstep: Class 33 contains 132774 members 
Mstep: Class 34 contains 141002 members 
Mstep: Class 35 contains 25168 members 
Mstep: Class 36 contains 6214 members 
Mstep: Class 37 contains 3683 members 
Mstep: Class 38 contains 24444 members 
Mstep: Class 39 contains 8097 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18812 members 
Mstep: Class 42 contains 6602 members 
Mstep: Class 43 contains 9089 members 
Mstep: Class 44 contains 2531 members 
Mstep: Class 45 contains 25098 members 
Mstep: Class 46 contains 7476 members 
Mstep: Class 47 contains 9196 members 
Mstep: Class 48 contains 41974 members 
Mstep: Class 49 contains 11201 members 
Mstep: Class 50 contains 8912 members 
Mstep: Class 51 contains 20000 members 
Mstep: Class 52 contains 34057 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11545 members 
Mstep: Class 55 contains 3215 members 
Mstep: Class 56 contains 3510 members 
Mstep: Class 57 contains 3660 members 
Mstep: Class 58 contains 14942 members 
Mstep: Class 59 contains 25897 members 
Mstep: Class 60 contains 2159 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3610 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54526 members 
Mstep: Class 65 contains 4885 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4951 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6237 members 
Mstep: Class 71 contains 6141 members 
Mstep: Class 72 contains 18598 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2569 members 
Mstep: Class 75 contains 6860 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 36913 members 
Mstep: Class 78 contains 56396 members 
Mstep: Class 79 contains 8984 members 
Mstep: Class 80 contains 1381 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4944 members 
Mstep: Class 83 contains 2430 members 
Mstep: Class 84 contains 2528 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6955 members 
Mstep: Class 87 contains 11722 members 
Mstep: Class 88 contains 4007 members 
Mstep: Class 89 contains 8936 members 
Mstep: Class 90 contains 8519 members 
Mstep: Class 91 contains 11953 members 
Mstep: Class 92 contains 16618 members 
Mstep: Class 93 contains 10329 members 
Mstep: Class 94 contains 3750 members 
Mstep: Class 95 contains 2352 members 
Mstep: Class 96 contains 6059 members 
Mstep: Class 97 contains 4304 members 
Mstep: Class 98 contains 3741 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2207 members 
Mstep: Class 102 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292496.000000 Penalty: 362902.031250
Iteration 186Q: 102 clusters Score -2.122925e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78827 members 
Mstep: Class 4 contains 28083 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 55622 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 248371 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 25567 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 51161 members 
Mstep: Class 18 contains 19408 members 
Mstep: Class 19 contains 9303 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 15354 members 
Mstep: Class 22 contains 85204 members 
Mstep: Class 23 contains 12748 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33722 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 9580 members 
Mstep: Class 29 contains 172075 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 12535 members 
Mstep: Class 32 contains 12022 members 
Mstep: Class 33 contains 132766 members 
Mstep: Class 34 contains 140999 members 
Mstep: Class 35 contains 25162 members 
Mstep: Class 36 contains 6216 members 
Mstep: Class 37 contains 3687 members 
Mstep: Class 38 contains 24416 members 
Mstep: Class 39 contains 8098 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18803 members 
Mstep: Class 42 contains 6585 members 
Mstep: Class 43 contains 9088 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 25075 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 41961 members 
Mstep: Class 49 contains 11192 members 
Mstep: Class 50 contains 8905 members 
Mstep: Class 51 contains 20005 members 
Mstep: Class 52 contains 33995 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 11547 members 
Mstep: Class 55 contains 3216 members 
Mstep: Class 56 contains 3508 members 
Mstep: Class 57 contains 3659 members 
Mstep: Class 58 contains 14915 members 
Mstep: Class 59 contains 25889 members 
Mstep: Class 60 contains 2160 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 3606 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54528 members 
Mstep: Class 65 contains 4872 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4951 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8134 members 
Mstep: Class 70 contains 6240 members 
Mstep: Class 71 contains 6145 members 
Mstep: Class 72 contains 18594 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2569 members 
Mstep: Class 75 contains 6871 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 36926 members 
Mstep: Class 78 contains 56401 members 
Mstep: Class 79 contains 8980 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4951 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2540 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6957 members 
Mstep: Class 87 contains 11720 members 
Mstep: Class 88 contains 4011 members 
Mstep: Class 89 contains 8939 members 
Mstep: Class 90 contains 8519 members 
Mstep: Class 91 contains 12071 members 
Mstep: Class 92 contains 16739 members 
Mstep: Class 93 contains 10333 members 
Mstep: Class 94 contains 3752 members 
Mstep: Class 95 contains 2351 members 
Mstep: Class 96 contains 6070 members 
Mstep: Class 97 contains 4305 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2208 members 
Mstep: Class 102 contains 9401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292784.000000 Penalty: 362902.031250
Iteration 187Q: 102 clusters Score -2.122928e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78763 members 
Mstep: Class 4 contains 28111 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 55580 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 248356 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 8966 members 
Mstep: Class 15 contains 25563 members 
Mstep: Class 16 contains 6625 members 
Mstep: Class 17 contains 51144 members 
Mstep: Class 18 contains 19403 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 15354 members 
Mstep: Class 22 contains 85166 members 
Mstep: Class 23 contains 12750 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33729 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 4592 members 
Mstep: Class 28 contains 9579 members 
Mstep: Class 29 contains 172110 members 
Mstep: Class 30 contains 9063 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 12019 members 
Mstep: Class 33 contains 132767 members 
Mstep: Class 34 contains 140987 members 
Mstep: Class 35 contains 25153 members 
Mstep: Class 36 contains 6219 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 24384 members 
Mstep: Class 39 contains 8098 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18795 members 
Mstep: Class 42 contains 6579 members 
Mstep: Class 43 contains 9089 members 
Mstep: Class 44 contains 2534 members 
Mstep: Class 45 contains 25059 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9194 members 
Mstep: Class 48 contains 41955 members 
Mstep: Class 49 contains 11177 members 
Mstep: Class 50 contains 8896 members 
Mstep: Class 51 contains 20014 members 
Mstep: Class 52 contains 33943 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11545 members 
Mstep: Class 55 contains 3219 members 
Mstep: Class 56 contains 3508 members 
Mstep: Class 57 contains 3662 members 
Mstep: Class 58 contains 14896 members 
Mstep: Class 59 contains 25883 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3603 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54527 members 
Mstep: Class 65 contains 4866 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4950 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8133 members 
Mstep: Class 70 contains 6237 members 
Mstep: Class 71 contains 6147 members 
Mstep: Class 72 contains 18598 members 
Mstep: Class 73 contains 16691 members 
Mstep: Class 74 contains 2565 members 
Mstep: Class 75 contains 6886 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 36936 members 
Mstep: Class 78 contains 56405 members 
Mstep: Class 79 contains 8974 members 
Mstep: Class 80 contains 1390 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4959 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2553 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6956 members 
Mstep: Class 87 contains 11717 members 
Mstep: Class 88 contains 4012 members 
Mstep: Class 89 contains 8949 members 
Mstep: Class 90 contains 8520 members 
Mstep: Class 91 contains 12174 members 
Mstep: Class 92 contains 16843 members 
Mstep: Class 93 contains 10335 members 
Mstep: Class 94 contains 3759 members 
Mstep: Class 95 contains 2351 members 
Mstep: Class 96 contains 6077 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7384 members 
Mstep: Class 101 contains 2211 members 
Mstep: Class 102 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292992.000000 Penalty: 362902.031250
Iteration 188Q: 102 clusters Score -2.12293e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78682 members 
Mstep: Class 4 contains 28145 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 55548 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248355 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 8967 members 
Mstep: Class 15 contains 25569 members 
Mstep: Class 16 contains 6625 members 
Mstep: Class 17 contains 51127 members 
Mstep: Class 18 contains 19399 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 15356 members 
Mstep: Class 22 contains 85137 members 
Mstep: Class 23 contains 12752 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33738 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9578 members 
Mstep: Class 29 contains 172121 members 
Mstep: Class 30 contains 9068 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 12013 members 
Mstep: Class 33 contains 132766 members 
Mstep: Class 34 contains 140974 members 
Mstep: Class 35 contains 25146 members 
Mstep: Class 36 contains 6223 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 24344 members 
Mstep: Class 39 contains 8098 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18782 members 
Mstep: Class 42 contains 6571 members 
Mstep: Class 43 contains 9084 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 25037 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9190 members 
Mstep: Class 48 contains 41948 members 
Mstep: Class 49 contains 11185 members 
Mstep: Class 50 contains 8892 members 
Mstep: Class 51 contains 20022 members 
Mstep: Class 52 contains 33897 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11549 members 
Mstep: Class 55 contains 3219 members 
Mstep: Class 56 contains 3507 members 
Mstep: Class 57 contains 3665 members 
Mstep: Class 58 contains 14883 members 
Mstep: Class 59 contains 25873 members 
Mstep: Class 60 contains 2163 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3599 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54527 members 
Mstep: Class 65 contains 4867 members 
Mstep: Class 66 contains 2409 members 
Mstep: Class 67 contains 4951 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8133 members 
Mstep: Class 70 contains 6232 members 
Mstep: Class 71 contains 6148 members 
Mstep: Class 72 contains 18605 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2566 members 
Mstep: Class 75 contains 6894 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 36952 members 
Mstep: Class 78 contains 56402 members 
Mstep: Class 79 contains 8966 members 
Mstep: Class 80 contains 1391 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4964 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2558 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6959 members 
Mstep: Class 87 contains 11716 members 
Mstep: Class 88 contains 4012 members 
Mstep: Class 89 contains 8960 members 
Mstep: Class 90 contains 8519 members 
Mstep: Class 91 contains 12259 members 
Mstep: Class 92 contains 16936 members 
Mstep: Class 93 contains 10340 members 
Mstep: Class 94 contains 3770 members 
Mstep: Class 95 contains 2352 members 
Mstep: Class 96 contains 6086 members 
Mstep: Class 97 contains 4312 members 
Mstep: Class 98 contains 3743 members 
Mstep: Class 100 contains 7382 members 
Mstep: Class 101 contains 2210 members 
Mstep: Class 102 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293120.000000 Penalty: 362902.031250
Iteration 189Q: 102 clusters Score -2.122931e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78602 members 
Mstep: Class 4 contains 28169 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 55548 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248355 members 
Mstep: Class 13 contains 7107 members 
Mstep: Class 14 contains 8968 members 
Mstep: Class 15 contains 25569 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 51115 members 
Mstep: Class 18 contains 19397 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 15360 members 
Mstep: Class 22 contains 85091 members 
Mstep: Class 23 contains 12746 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9576 members 
Mstep: Class 29 contains 172130 members 
Mstep: Class 30 contains 9072 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 12003 members 
Mstep: Class 33 contains 132763 members 
Mstep: Class 34 contains 140960 members 
Mstep: Class 35 contains 25141 members 
Mstep: Class 36 contains 6226 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 24314 members 
Mstep: Class 39 contains 8099 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18773 members 
Mstep: Class 42 contains 6568 members 
Mstep: Class 43 contains 9087 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 25031 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9187 members 
Mstep: Class 48 contains 41936 members 
Mstep: Class 49 contains 11185 members 
Mstep: Class 50 contains 8895 members 
Mstep: Class 51 contains 20031 members 
Mstep: Class 52 contains 33864 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11548 members 
Mstep: Class 55 contains 3220 members 
Mstep: Class 56 contains 3504 members 
Mstep: Class 57 contains 3667 members 
Mstep: Class 58 contains 14870 members 
Mstep: Class 59 contains 25857 members 
Mstep: Class 60 contains 2166 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3597 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54531 members 
Mstep: Class 65 contains 4868 members 
Mstep: Class 66 contains 2409 members 
Mstep: Class 67 contains 4951 members 
Mstep: Class 68 contains 6239 members 
Mstep: Class 69 contains 8134 members 
Mstep: Class 70 contains 6227 members 
Mstep: Class 71 contains 6151 members 
Mstep: Class 72 contains 18612 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2567 members 
Mstep: Class 75 contains 6901 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 36971 members 
Mstep: Class 78 contains 56394 members 
Mstep: Class 79 contains 8962 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4963 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2561 members 
Mstep: Class 85 contains 3800 members 
Mstep: Class 86 contains 6961 members 
Mstep: Class 87 contains 11715 members 
Mstep: Class 88 contains 4010 members 
Mstep: Class 89 contains 8971 members 
Mstep: Class 90 contains 8518 members 
Mstep: Class 91 contains 12338 members 
Mstep: Class 92 contains 17015 members 
Mstep: Class 93 contains 10342 members 
Mstep: Class 94 contains 3782 members 
Mstep: Class 95 contains 2355 members 
Mstep: Class 96 contains 6092 members 
Mstep: Class 97 contains 4313 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2205 members 
Mstep: Class 102 contains 9423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293104.000000 Penalty: 362902.031250
Iteration 190Q: 102 clusters Score -2.122931e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78536 members 
Mstep: Class 4 contains 28200 members 
Mstep: Class 5 contains 12797 members 
Mstep: Class 6 contains 55541 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3414 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248355 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 8971 members 
Mstep: Class 15 contains 25574 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 51096 members 
Mstep: Class 18 contains 19393 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 15361 members 
Mstep: Class 22 contains 85067 members 
Mstep: Class 23 contains 12744 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33749 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9573 members 
Mstep: Class 29 contains 172136 members 
Mstep: Class 30 contains 9075 members 
Mstep: Class 31 contains 12544 members 
Mstep: Class 32 contains 11997 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140948 members 
Mstep: Class 35 contains 25142 members 
Mstep: Class 36 contains 6228 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 24270 members 
Mstep: Class 39 contains 8098 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18771 members 
Mstep: Class 42 contains 6571 members 
Mstep: Class 43 contains 9087 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 25025 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9186 members 
Mstep: Class 48 contains 41931 members 
Mstep: Class 49 contains 11188 members 
Mstep: Class 50 contains 8890 members 
Mstep: Class 51 contains 20041 members 
Mstep: Class 52 contains 33841 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11547 members 
Mstep: Class 55 contains 3224 members 
Mstep: Class 56 contains 3504 members 
Mstep: Class 57 contains 3667 members 
Mstep: Class 58 contains 14861 members 
Mstep: Class 59 contains 25848 members 
Mstep: Class 60 contains 2167 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54532 members 
Mstep: Class 65 contains 4869 members 
Mstep: Class 66 contains 2409 members 
Mstep: Class 67 contains 4951 members 
Mstep: Class 68 contains 6239 members 
Mstep: Class 69 contains 8134 members 
Mstep: Class 70 contains 6227 members 
Mstep: Class 71 contains 6155 members 
Mstep: Class 72 contains 18611 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2567 members 
Mstep: Class 75 contains 6905 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 36980 members 
Mstep: Class 78 contains 56386 members 
Mstep: Class 79 contains 8959 members 
Mstep: Class 80 contains 1386 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4971 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2566 members 
Mstep: Class 85 contains 3801 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11715 members 
Mstep: Class 88 contains 4005 members 
Mstep: Class 89 contains 8975 members 
Mstep: Class 90 contains 8516 members 
Mstep: Class 91 contains 12397 members 
Mstep: Class 92 contains 17065 members 
Mstep: Class 93 contains 10344 members 
Mstep: Class 94 contains 3792 members 
Mstep: Class 95 contains 2357 members 
Mstep: Class 96 contains 6096 members 
Mstep: Class 97 contains 4313 members 
Mstep: Class 98 contains 3741 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2203 members 
Mstep: Class 102 contains 9427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293120.000000 Penalty: 362902.031250
Iteration 191Q: 102 clusters Score -2.122931e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78477 members 
Mstep: Class 4 contains 28239 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55527 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248359 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 8973 members 
Mstep: Class 15 contains 25578 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 51084 members 
Mstep: Class 18 contains 19391 members 
Mstep: Class 19 contains 9340 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 85051 members 
Mstep: Class 23 contains 12741 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33750 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9570 members 
Mstep: Class 29 contains 172153 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 12548 members 
Mstep: Class 32 contains 11985 members 
Mstep: Class 33 contains 132765 members 
Mstep: Class 34 contains 140934 members 
Mstep: Class 35 contains 25135 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 24229 members 
Mstep: Class 39 contains 8102 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18768 members 
Mstep: Class 42 contains 6565 members 
Mstep: Class 43 contains 9086 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 25009 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9181 members 
Mstep: Class 48 contains 41922 members 
Mstep: Class 49 contains 11180 members 
Mstep: Class 50 contains 8884 members 
Mstep: Class 51 contains 20049 members 
Mstep: Class 52 contains 33826 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11547 members 
Mstep: Class 55 contains 3225 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3667 members 
Mstep: Class 58 contains 14853 members 
Mstep: Class 59 contains 25848 members 
Mstep: Class 60 contains 2167 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3597 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54532 members 
Mstep: Class 65 contains 4868 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4953 members 
Mstep: Class 68 contains 6239 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6225 members 
Mstep: Class 71 contains 6164 members 
Mstep: Class 72 contains 18615 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2570 members 
Mstep: Class 75 contains 6908 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 36992 members 
Mstep: Class 78 contains 56381 members 
Mstep: Class 79 contains 8956 members 
Mstep: Class 80 contains 1385 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4978 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2574 members 
Mstep: Class 85 contains 3802 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11714 members 
Mstep: Class 88 contains 4007 members 
Mstep: Class 89 contains 8991 members 
Mstep: Class 90 contains 8515 members 
Mstep: Class 91 contains 12441 members 
Mstep: Class 92 contains 17107 members 
Mstep: Class 93 contains 10344 members 
Mstep: Class 94 contains 3803 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6097 members 
Mstep: Class 97 contains 4314 members 
Mstep: Class 98 contains 3740 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2202 members 
Mstep: Class 102 contains 9430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293232.000000 Penalty: 362902.031250
Iteration 192Q: 102 clusters Score -2.122932e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78428 members 
Mstep: Class 4 contains 28267 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55506 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248360 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 25577 members 
Mstep: Class 16 contains 6608 members 
Mstep: Class 17 contains 51079 members 
Mstep: Class 18 contains 19387 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 85033 members 
Mstep: Class 23 contains 12742 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33750 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 172188 members 
Mstep: Class 30 contains 9100 members 
Mstep: Class 31 contains 12553 members 
Mstep: Class 32 contains 11976 members 
Mstep: Class 33 contains 132764 members 
Mstep: Class 34 contains 140932 members 
Mstep: Class 35 contains 25136 members 
Mstep: Class 36 contains 6231 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 24189 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18768 members 
Mstep: Class 42 contains 6554 members 
Mstep: Class 43 contains 9080 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 25001 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9181 members 
Mstep: Class 48 contains 41909 members 
Mstep: Class 49 contains 11178 members 
Mstep: Class 50 contains 8879 members 
Mstep: Class 51 contains 20051 members 
Mstep: Class 52 contains 33813 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11544 members 
Mstep: Class 55 contains 3226 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3666 members 
Mstep: Class 58 contains 14846 members 
Mstep: Class 59 contains 25840 members 
Mstep: Class 60 contains 2170 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3598 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54529 members 
Mstep: Class 65 contains 4867 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4953 members 
Mstep: Class 68 contains 6238 members 
Mstep: Class 69 contains 8134 members 
Mstep: Class 70 contains 6224 members 
Mstep: Class 71 contains 6170 members 
Mstep: Class 72 contains 18627 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2574 members 
Mstep: Class 75 contains 6909 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37000 members 
Mstep: Class 78 contains 56378 members 
Mstep: Class 79 contains 8950 members 
Mstep: Class 80 contains 1386 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 4988 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2581 members 
Mstep: Class 85 contains 3802 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11714 members 
Mstep: Class 88 contains 4007 members 
Mstep: Class 89 contains 8999 members 
Mstep: Class 90 contains 8514 members 
Mstep: Class 91 contains 12476 members 
Mstep: Class 92 contains 17142 members 
Mstep: Class 93 contains 10345 members 
Mstep: Class 94 contains 3810 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6095 members 
Mstep: Class 97 contains 4314 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7382 members 
Mstep: Class 101 contains 2203 members 
Mstep: Class 102 contains 9438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293280.000000 Penalty: 362902.031250
Iteration 193Q: 102 clusters Score -2.122933e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78387 members 
Mstep: Class 4 contains 28287 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55506 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248367 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 25579 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 51075 members 
Mstep: Class 18 contains 19382 members 
Mstep: Class 19 contains 9358 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 15363 members 
Mstep: Class 22 contains 85021 members 
Mstep: Class 23 contains 12741 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33750 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9558 members 
Mstep: Class 29 contains 172203 members 
Mstep: Class 30 contains 9103 members 
Mstep: Class 31 contains 12560 members 
Mstep: Class 32 contains 11976 members 
Mstep: Class 33 contains 132759 members 
Mstep: Class 34 contains 140925 members 
Mstep: Class 35 contains 25129 members 
Mstep: Class 36 contains 6231 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 24153 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18770 members 
Mstep: Class 42 contains 6541 members 
Mstep: Class 43 contains 9080 members 
Mstep: Class 44 contains 2533 members 
Mstep: Class 45 contains 24992 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9182 members 
Mstep: Class 48 contains 41903 members 
Mstep: Class 49 contains 11169 members 
Mstep: Class 50 contains 8873 members 
Mstep: Class 51 contains 20057 members 
Mstep: Class 52 contains 33801 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11544 members 
Mstep: Class 55 contains 3226 members 
Mstep: Class 56 contains 3501 members 
Mstep: Class 57 contains 3664 members 
Mstep: Class 58 contains 14835 members 
Mstep: Class 59 contains 25831 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 3598 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54526 members 
Mstep: Class 65 contains 4870 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4952 members 
Mstep: Class 68 contains 6236 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6222 members 
Mstep: Class 71 contains 6180 members 
Mstep: Class 72 contains 18639 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6911 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 36998 members 
Mstep: Class 78 contains 56371 members 
Mstep: Class 79 contains 8947 members 
Mstep: Class 80 contains 1387 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5001 members 
Mstep: Class 83 contains 2431 members 
Mstep: Class 84 contains 2588 members 
Mstep: Class 85 contains 3803 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11710 members 
Mstep: Class 88 contains 4004 members 
Mstep: Class 89 contains 9014 members 
Mstep: Class 90 contains 8516 members 
Mstep: Class 91 contains 12509 members 
Mstep: Class 92 contains 17173 members 
Mstep: Class 93 contains 10346 members 
Mstep: Class 94 contains 3817 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6097 members 
Mstep: Class 97 contains 4316 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2202 members 
Mstep: Class 102 contains 9447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293264.000000 Penalty: 362902.031250
Iteration 194Q: 102 clusters Score -2.122933e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78345 members 
Mstep: Class 4 contains 28313 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 55515 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248376 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 8981 members 
Mstep: Class 15 contains 25580 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 51068 members 
Mstep: Class 18 contains 19379 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 15364 members 
Mstep: Class 22 contains 85007 members 
Mstep: Class 23 contains 12741 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33752 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9554 members 
Mstep: Class 29 contains 172224 members 
Mstep: Class 30 contains 9105 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11968 members 
Mstep: Class 33 contains 132764 members 
Mstep: Class 34 contains 140908 members 
Mstep: Class 35 contains 25120 members 
Mstep: Class 36 contains 6232 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 24115 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18769 members 
Mstep: Class 42 contains 6533 members 
Mstep: Class 43 contains 9078 members 
Mstep: Class 44 contains 2532 members 
Mstep: Class 45 contains 24987 members 
Mstep: Class 46 contains 7474 members 
Mstep: Class 47 contains 9180 members 
Mstep: Class 48 contains 41893 members 
Mstep: Class 49 contains 11161 members 
Mstep: Class 50 contains 8869 members 
Mstep: Class 51 contains 20069 members 
Mstep: Class 52 contains 33788 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11542 members 
Mstep: Class 55 contains 3226 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3663 members 
Mstep: Class 58 contains 14829 members 
Mstep: Class 59 contains 25818 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 3598 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54527 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4952 members 
Mstep: Class 68 contains 6237 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6185 members 
Mstep: Class 72 contains 18646 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6917 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 36994 members 
Mstep: Class 78 contains 56366 members 
Mstep: Class 79 contains 8942 members 
Mstep: Class 80 contains 1387 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5010 members 
Mstep: Class 83 contains 2430 members 
Mstep: Class 84 contains 2591 members 
Mstep: Class 85 contains 3803 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11709 members 
Mstep: Class 88 contains 4005 members 
Mstep: Class 89 contains 9024 members 
Mstep: Class 90 contains 8518 members 
Mstep: Class 91 contains 12532 members 
Mstep: Class 92 contains 17204 members 
Mstep: Class 93 contains 10347 members 
Mstep: Class 94 contains 3830 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6099 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3742 members 
Mstep: Class 100 contains 7383 members 
Mstep: Class 101 contains 2195 members 
Mstep: Class 102 contains 9452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293424.000000 Penalty: 362902.031250
Iteration 195Q: 102 clusters Score -2.122934e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 78303 members 
Mstep: Class 4 contains 28337 members 
Mstep: Class 5 contains 12791 members 
Mstep: Class 6 contains 55508 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 3435 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6599 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 18 contains 19374 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84992 members 
Mstep: Class 23 contains 12738 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33752 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9550 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9109 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 11964 members 
Mstep: Class 33 contains 132768 members 
Mstep: Class 34 contains 140906 members 
Mstep: Class 35 contains 25117 members 
Mstep: Class 36 contains 6235 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 24078 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18771 members 
Mstep: Class 42 contains 6529 members 
Mstep: Class 43 contains 9075 members 
Mstep: Class 44 contains 2534 members 
Mstep: Class 45 contains 24982 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9178 members 
Mstep: Class 48 contains 41884 members 
Mstep: Class 49 contains 11154 members 
Mstep: Class 50 contains 8864 members 
Mstep: Class 51 contains 20081 members 
Mstep: Class 52 contains 33781 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11539 members 
Mstep: Class 55 contains 3225 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3663 members 
Mstep: Class 58 contains 14820 members 
Mstep: Class 59 contains 25804 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3598 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54523 members 
Mstep: Class 65 contains 4871 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4952 members 
Mstep: Class 68 contains 6237 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6187 members 
Mstep: Class 72 contains 18653 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37002 members 
Mstep: Class 78 contains 56367 members 
Mstep: Class 79 contains 8939 members 
Mstep: Class 80 contains 1387 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5015 members 
Mstep: Class 83 contains 2427 members 
Mstep: Class 84 contains 2594 members 
Mstep: Class 85 contains 3806 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11709 members 
Mstep: Class 88 contains 4007 members 
Mstep: Class 89 contains 9029 members 
Mstep: Class 90 contains 8519 members 
Mstep: Class 91 contains 12562 members 
Mstep: Class 92 contains 17232 members 
Mstep: Class 93 contains 10350 members 
Mstep: Class 94 contains 3847 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6101 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3740 members 
Mstep: Class 100 contains 7384 members 
Mstep: Class 101 contains 2190 members 
Mstep: Class 102 contains 9450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293568.000000 Penalty: 362902.031250
Iteration 196Q: 102 clusters Score -2.122936e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78274 members 
Mstep: Class 4 contains 28361 members 
Mstep: Class 5 contains 12790 members 
Mstep: Class 6 contains 55511 members 
Mstep: Class 7 contains 3481 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248392 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 18 contains 19371 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84987 members 
Mstep: Class 23 contains 12732 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33750 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 9547 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11960 members 
Mstep: Class 33 contains 132767 members 
Mstep: Class 34 contains 140894 members 
Mstep: Class 35 contains 25114 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3716 members 
Mstep: Class 38 contains 24039 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18772 members 
Mstep: Class 42 contains 6527 members 
Mstep: Class 43 contains 9079 members 
Mstep: Class 44 contains 2535 members 
Mstep: Class 45 contains 24969 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9174 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11157 members 
Mstep: Class 50 contains 8860 members 
Mstep: Class 51 contains 20098 members 
Mstep: Class 52 contains 33771 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11536 members 
Mstep: Class 55 contains 3224 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3663 members 
Mstep: Class 58 contains 14815 members 
Mstep: Class 59 contains 25797 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3597 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54521 members 
Mstep: Class 65 contains 4872 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4954 members 
Mstep: Class 68 contains 6238 members 
Mstep: Class 69 contains 8135 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6187 members 
Mstep: Class 72 contains 18651 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6919 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37004 members 
Mstep: Class 78 contains 56370 members 
Mstep: Class 79 contains 8937 members 
Mstep: Class 80 contains 1387 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5017 members 
Mstep: Class 83 contains 2425 members 
Mstep: Class 84 contains 2600 members 
Mstep: Class 85 contains 3807 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11708 members 
Mstep: Class 88 contains 4008 members 
Mstep: Class 89 contains 9035 members 
Mstep: Class 90 contains 8519 members 
Mstep: Class 91 contains 12578 members 
Mstep: Class 92 contains 17260 members 
Mstep: Class 93 contains 10353 members 
Mstep: Class 94 contains 3857 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6105 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3739 members 
Mstep: Class 100 contains 7385 members 
Mstep: Class 101 contains 2186 members 
Mstep: Class 102 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293648.000000 Penalty: 362902.031250
Iteration 197Q: 102 clusters Score -2.122936e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78245 members 
Mstep: Class 4 contains 28398 members 
Mstep: Class 5 contains 12791 members 
Mstep: Class 6 contains 55505 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248403 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51061 members 
Mstep: Class 18 contains 19366 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 84967 members 
Mstep: Class 23 contains 12729 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33748 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9544 members 
Mstep: Class 29 contains 172236 members 
Mstep: Class 30 contains 9118 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 11951 members 
Mstep: Class 33 contains 132764 members 
Mstep: Class 34 contains 140887 members 
Mstep: Class 35 contains 25109 members 
Mstep: Class 36 contains 6237 members 
Mstep: Class 37 contains 3721 members 
Mstep: Class 38 contains 24002 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18770 members 
Mstep: Class 42 contains 6525 members 
Mstep: Class 43 contains 9088 members 
Mstep: Class 44 contains 2535 members 
Mstep: Class 45 contains 24956 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9169 members 
Mstep: Class 48 contains 41875 members 
Mstep: Class 49 contains 11160 members 
Mstep: Class 50 contains 8859 members 
Mstep: Class 51 contains 20108 members 
Mstep: Class 52 contains 33761 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11531 members 
Mstep: Class 55 contains 3225 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3662 members 
Mstep: Class 58 contains 14806 members 
Mstep: Class 59 contains 25785 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54514 members 
Mstep: Class 65 contains 4873 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4954 members 
Mstep: Class 68 contains 6238 members 
Mstep: Class 69 contains 8136 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18651 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37011 members 
Mstep: Class 78 contains 56370 members 
Mstep: Class 79 contains 8936 members 
Mstep: Class 80 contains 1387 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5021 members 
Mstep: Class 83 contains 2421 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11708 members 
Mstep: Class 88 contains 4009 members 
Mstep: Class 89 contains 9045 members 
Mstep: Class 90 contains 8524 members 
Mstep: Class 91 contains 12598 members 
Mstep: Class 92 contains 17293 members 
Mstep: Class 93 contains 10359 members 
Mstep: Class 94 contains 3864 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6106 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3737 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293536.000000 Penalty: 362902.031250
Iteration 198Q: 102 clusters Score -2.122935e+08 nChanged 483
Entering ConstructFrom: 
Score: -212293536.000000 Penalty: 362902.031250
Entering ConstructFrom: 
Trying to split cluster 1 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -598180.687500 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -598180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -593490.062500 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -593490.1 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -594713.187500 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -594713.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -595086.875000 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -595086.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -595451.562500 Penalty: 4256.786621
	Iteration 3F: 3 clusters Score -595451.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -595884.437500 Penalty: 4256.786621
	Iteration 4F: 3 clusters Score -595884.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -596354.562500 Penalty: 4256.786621
	Iteration 5F: 3 clusters Score -596354.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -596770.625000 Penalty: 4256.786621
	Iteration 6F: 3 clusters Score -596770.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -597095.312500 Penalty: 4256.786621
	Iteration 7F: 3 clusters Score -597095.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -597298.500000 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -597298.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -597418.375000 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -597418.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -597483.250000 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -597483.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -597522.125000 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -597522.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -597541.125000 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -597541.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -597555.937500 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -597555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -597569.437500 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -597569.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -597580.437500 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -597580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -597584.500000 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -597584.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -597590.687500 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -597590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -597595.625000 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -597595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -597597.812500 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -597597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -597599.125000 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -597599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -597600.875000 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -597600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -597604.687500 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -597604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -597608.375000 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -597608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -597611.062500 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -597611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -597612.937500 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -597612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -597612.562500 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -597612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -597612.312500 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -597612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -597615.000000 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -597615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -597614.375000 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -597614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -597615.437500 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -597615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -597614.187500 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -597614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -597614.875000 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -597614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -597614.812500 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -597614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -597615.375000 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -597615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -597615.687500 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -597615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -597615.687500 Penalty: 4256.786621
	Iteration 36F: 3 clusters Score -597615.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -138256.046875 Penalty: 1798.157593
	Iteration 0F: 2 clusters Score -138256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136107.687500 Penalty: 3596.315186
	Iteration 0F: 3 clusters Score -136107.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -136742.187500 Penalty: 3596.315186
	Iteration 1F: 3 clusters Score -136742.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -137045.812500 Penalty: 3596.315186
	Iteration 2F: 3 clusters Score -137045.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137226.781250 Penalty: 3596.315186
	Iteration 3F: 3 clusters Score -137226.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -137368.078125 Penalty: 3596.315186
	Iteration 4Q: 3 clusters Score -137368.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -137532.000000 Penalty: 3596.315186
	Iteration 5Q: 3 clusters Score -137532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137659.656250 Penalty: 3596.315186
	Iteration 6Q: 3 clusters Score -137659.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137751.843750 Penalty: 3596.315186
	Iteration 7Q: 3 clusters Score -137751.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -137792.859375 Penalty: 3596.315186
	Iteration 8Q: 3 clusters Score -137792.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137825.515625 Penalty: 3596.315186
	Iteration 9Q: 3 clusters Score -137825.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137848.859375 Penalty: 3596.315186
	Iteration 10Q: 3 clusters Score -137848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137871.343750 Penalty: 3596.315186
	Iteration 11Q: 3 clusters Score -137871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137898.093750 Penalty: 3596.315186
	Iteration 12Q: 3 clusters Score -137898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137950.968750 Penalty: 3596.315186
	Iteration 13Q: 3 clusters Score -137951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137989.328125 Penalty: 3596.315186
	Iteration 14Q: 3 clusters Score -137989.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138016.562500 Penalty: 3596.315186
	Iteration 15Q: 3 clusters Score -138016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -138032.109375 Penalty: 3596.315186
	Iteration 16Q: 3 clusters Score -138032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138047.578125 Penalty: 3596.315186
	Iteration 17Q: 3 clusters Score -138047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138067.156250 Penalty: 3596.315186
	Iteration 18Q: 3 clusters Score -138067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138071.515625 Penalty: 3596.315186
	Iteration 19Q: 3 clusters Score -138071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138071.515625 Penalty: 3596.315186
	Iteration 20F: 3 clusters Score -138071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Entering Unmasked Estep 
Score: -8913637.000000 Penalty: 2794.266602
	Iteration 0F: 2 clusters Score -8913637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -8861198.000000 Penalty: 5588.533203
	Iteration 0F: 3 clusters Score -8861198 nChanged 36857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -8882152.000000 Penalty: 5588.533203
	Iteration 1F: 3 clusters Score -8882152 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -8883505.000000 Penalty: 5588.533203
	Iteration 2Q: 3 clusters Score -8883505 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -8885678.000000 Penalty: 5588.533203
	Iteration 3F: 3 clusters Score -8885678 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -8888895.000000 Penalty: 5588.533203
	Iteration 4F: 3 clusters Score -8888895 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -8892889.000000 Penalty: 5588.533203
	Iteration 5F: 3 clusters Score -8892889 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -8897025.000000 Penalty: 5588.533203
	Iteration 6F: 3 clusters Score -8897025 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -8900507.000000 Penalty: 5588.533203
	Iteration 7F: 3 clusters Score -8900507 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8903284.000000 Penalty: 5588.533203
	Iteration 8F: 3 clusters Score -8903284 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -8905426.000000 Penalty: 5588.533203
	Iteration 9Q: 3 clusters Score -8905426 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -8907307.000000 Penalty: 5588.533203
	Iteration 10Q: 3 clusters Score -8907307 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8908980.000000 Penalty: 5588.533203
	Iteration 11Q: 3 clusters Score -8908980 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8910464.000000 Penalty: 5588.533203
	Iteration 12Q: 3 clusters Score -8910464 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -8911861.000000 Penalty: 5588.533203
	Iteration 13Q: 3 clusters Score -8911861 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8913098.000000 Penalty: 5588.533203
	Iteration 14Q: 3 clusters Score -8913098 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8913647.000000 Penalty: 5588.533203
	Iteration 15Q: 3 clusters Score -8913647 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8913870.000000 Penalty: 5588.533203
	Iteration 16Q: 3 clusters Score -8913870 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -8913917.000000 Penalty: 5588.533203
	Iteration 17Q: 3 clusters Score -8913917 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8913937.000000 Penalty: 5588.533203
	Iteration 18Q: 3 clusters Score -8913937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8913944.000000 Penalty: 5588.533203
	Iteration 19Q: 3 clusters Score -8913944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8913962.000000 Penalty: 5588.533203
	Iteration 20F: 3 clusters Score -8913962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8913966.000000 Penalty: 5588.533203
	Iteration 21Q: 3 clusters Score -8913966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8913977.000000 Penalty: 5588.533203
	Iteration 22Q: 3 clusters Score -8913977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8913982.000000 Penalty: 5588.533203
	Iteration 23Q: 3 clusters Score -8913982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8913986.000000 Penalty: 5588.533203
	Iteration 24Q: 3 clusters Score -8913986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8913986.000000 Penalty: 5588.533203
	Iteration 25Q: 3 clusters Score -8913986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8913986.000000 Penalty: 5588.533203
	Iteration 26Q: 3 clusters Score -8913986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8913986.000000 Penalty: 5588.533203
	Iteration 27Q: 3 clusters Score -8913986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -8913986.000000 Penalty: 5588.533203
	Iteration 28Q: 3 clusters Score -8913986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -8913984.000000 Penalty: 5588.533203
	Iteration 29Q: 3 clusters Score -8913984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8913981.000000 Penalty: 5588.533203
	Iteration 30Q: 3 clusters Score -8913981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8913979.000000 Penalty: 5588.533203
	Iteration 31Q: 3 clusters Score -8913979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8913979.000000 Penalty: 5588.533203
	Iteration 32F: 3 clusters Score -8913979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 73597 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 4617 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292288.000000 Penalty: 366495.125000
Splitting cluster 3 changes total score from -212293536.000000 to -212292288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (28431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Entering Unmasked Estep 
Score: -3319077.250000 Penalty: 2543.298340
	Iteration 0F: 2 clusters Score -3319077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3299537.750000 Penalty: 5086.596680
	Iteration 0F: 3 clusters Score -3299538 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3306399.500000 Penalty: 5086.596680
	Iteration 1F: 3 clusters Score -3306400 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3306870.500000 Penalty: 5086.596680
	Iteration 2F: 3 clusters Score -3306870 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3307291.250000 Penalty: 5086.596680
	Iteration 3Q: 3 clusters Score -3307291 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3307693.500000 Penalty: 5086.596680
	Iteration 4Q: 3 clusters Score -3307694 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3308123.500000 Penalty: 5086.596680
	Iteration 5Q: 3 clusters Score -3308124 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3308631.750000 Penalty: 5086.596680
	Iteration 6Q: 3 clusters Score -3308632 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3309225.500000 Penalty: 5086.596680
	Iteration 7Q: 3 clusters Score -3309226 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3309917.500000 Penalty: 5086.596680
	Iteration 8Q: 3 clusters Score -3309918 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3310642.750000 Penalty: 5086.596680
	Iteration 9Q: 3 clusters Score -3310643 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3311352.000000 Penalty: 5086.596680
	Iteration 10Q: 3 clusters Score -3311352 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3312032.500000 Penalty: 5086.596680
	Iteration 11Q: 3 clusters Score -3312032 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3312673.250000 Penalty: 5086.596680
	Iteration 12Q: 3 clusters Score -3312673 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3313334.750000 Penalty: 5086.596680
	Iteration 13Q: 3 clusters Score -3313335 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3313959.250000 Penalty: 5086.596680
	Iteration 14Q: 3 clusters Score -3313959 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3314571.250000 Penalty: 5086.596680
	Iteration 15Q: 3 clusters Score -3314571 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3315124.500000 Penalty: 5086.596680
	Iteration 16Q: 3 clusters Score -3315124 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3315594.500000 Penalty: 5086.596680
	Iteration 17Q: 3 clusters Score -3315594 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3315976.750000 Penalty: 5086.596680
	Iteration 18Q: 3 clusters Score -3315977 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3316280.500000 Penalty: 5086.596680
	Iteration 19Q: 3 clusters Score -3316280 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3316464.000000 Penalty: 5086.596680
	Iteration 20F: 3 clusters Score -3316464 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3316577.250000 Penalty: 5086.596680
	Iteration 21Q: 3 clusters Score -3316577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3316662.000000 Penalty: 5086.596680
	Iteration 22Q: 3 clusters Score -3316662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3316714.500000 Penalty: 5086.596680
	Iteration 23Q: 3 clusters Score -3316714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3316740.000000 Penalty: 5086.596680
	Iteration 24Q: 3 clusters Score -3316740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3316770.750000 Penalty: 5086.596680
	Iteration 25Q: 3 clusters Score -3316771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3316784.000000 Penalty: 5086.596680
	Iteration 26Q: 3 clusters Score -3316784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3316793.000000 Penalty: 5086.596680
	Iteration 27Q: 3 clusters Score -3316793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3316794.750000 Penalty: 5086.596680
	Iteration 28Q: 3 clusters Score -3316795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3316812.000000 Penalty: 5086.596680
	Iteration 29Q: 3 clusters Score -3316812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3316815.000000 Penalty: 5086.596680
	Iteration 30Q: 3 clusters Score -3316815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3316819.750000 Penalty: 5086.596680
	Iteration 31Q: 3 clusters Score -3316820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3316824.750000 Penalty: 5086.596680
	Iteration 32Q: 3 clusters Score -3316825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3316826.750000 Penalty: 5086.596680
	Iteration 33Q: 3 clusters Score -3316827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3316832.500000 Penalty: 5086.596680
	Iteration 34Q: 3 clusters Score -3316832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3316835.000000 Penalty: 5086.596680
	Iteration 35Q: 3 clusters Score -3316835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3316838.000000 Penalty: 5086.596680
	Iteration 36Q: 3 clusters Score -3316838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3316840.000000 Penalty: 5086.596680
	Iteration 37Q: 3 clusters Score -3316840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3316840.000000 Penalty: 5086.596680
	Iteration 38F: 3 clusters Score -3316840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Entering Unmasked Estep 
Score: -1463550.625000 Penalty: 2345.288818
	Iteration 0F: 2 clusters Score -1463551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1454180.250000 Penalty: 4690.577637
	Iteration 0F: 3 clusters Score -1454180 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1457030.625000 Penalty: 4690.577637
	Iteration 1F: 3 clusters Score -1457031 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1457305.000000 Penalty: 4690.577637
	Iteration 2F: 3 clusters Score -1457305 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1457512.250000 Penalty: 4690.577637
	Iteration 3Q: 3 clusters Score -1457512 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1457689.375000 Penalty: 4690.577637
	Iteration 4Q: 3 clusters Score -1457689 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1457852.250000 Penalty: 4690.577637
	Iteration 5Q: 3 clusters Score -1457852 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1458030.125000 Penalty: 4690.577637
	Iteration 6Q: 3 clusters Score -1458030 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1458251.375000 Penalty: 4690.577637
	Iteration 7Q: 3 clusters Score -1458251 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1458518.625000 Penalty: 4690.577637
	Iteration 8Q: 3 clusters Score -1458519 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1458812.000000 Penalty: 4690.577637
	Iteration 9Q: 3 clusters Score -1458812 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1459131.750000 Penalty: 4690.577637
	Iteration 10Q: 3 clusters Score -1459132 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1459443.125000 Penalty: 4690.577637
	Iteration 11Q: 3 clusters Score -1459443 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1459658.125000 Penalty: 4690.577637
	Iteration 12Q: 3 clusters Score -1459658 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1459813.875000 Penalty: 4690.577637
	Iteration 13Q: 3 clusters Score -1459814 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1459924.500000 Penalty: 4690.577637
	Iteration 14Q: 3 clusters Score -1459924 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1460029.000000 Penalty: 4690.577637
	Iteration 15Q: 3 clusters Score -1460029 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1460118.625000 Penalty: 4690.577637
	Iteration 16Q: 3 clusters Score -1460119 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1460195.125000 Penalty: 4690.577637
	Iteration 17Q: 3 clusters Score -1460195 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1460266.375000 Penalty: 4690.577637
	Iteration 18Q: 3 clusters Score -1460266 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1460332.250000 Penalty: 4690.577637
	Iteration 19Q: 3 clusters Score -1460332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1460392.125000 Penalty: 4690.577637
	Iteration 20F: 3 clusters Score -1460392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1460458.625000 Penalty: 4690.577637
	Iteration 21Q: 3 clusters Score -1460459 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1460530.500000 Penalty: 4690.577637
	Iteration 22Q: 3 clusters Score -1460530 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1460596.125000 Penalty: 4690.577637
	Iteration 23Q: 3 clusters Score -1460596 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1460644.875000 Penalty: 4690.577637
	Iteration 24Q: 3 clusters Score -1460645 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1460706.375000 Penalty: 4690.577637
	Iteration 25Q: 3 clusters Score -1460706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1460770.000000 Penalty: 4690.577637
	Iteration 26Q: 3 clusters Score -1460770 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1460836.625000 Penalty: 4690.577637
	Iteration 27Q: 3 clusters Score -1460837 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1460898.875000 Penalty: 4690.577637
	Iteration 28Q: 3 clusters Score -1460899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1460962.125000 Penalty: 4690.577637
	Iteration 29Q: 3 clusters Score -1460962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1461017.250000 Penalty: 4690.577637
	Iteration 30Q: 3 clusters Score -1461017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1461061.125000 Penalty: 4690.577637
	Iteration 31Q: 3 clusters Score -1461061 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1461094.500000 Penalty: 4690.577637
	Iteration 32Q: 3 clusters Score -1461094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1461132.250000 Penalty: 4690.577637
	Iteration 33Q: 3 clusters Score -1461132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1461175.250000 Penalty: 4690.577637
	Iteration 34Q: 3 clusters Score -1461175 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1461207.125000 Penalty: 4690.577637
	Iteration 35Q: 3 clusters Score -1461207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1461244.750000 Penalty: 4690.577637
	Iteration 36Q: 3 clusters Score -1461245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1461279.875000 Penalty: 4690.577637
	Iteration 37Q: 3 clusters Score -1461280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1461307.875000 Penalty: 4690.577637
	Iteration 38Q: 3 clusters Score -1461308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1461348.250000 Penalty: 4690.577637
	Iteration 39Q: 3 clusters Score -1461348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1461377.125000 Penalty: 4690.577637
	Iteration 40F: 3 clusters Score -1461377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1461401.000000 Penalty: 4690.577637
	Iteration 41Q: 3 clusters Score -1461401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1461424.250000 Penalty: 4690.577637
	Iteration 42Q: 3 clusters Score -1461424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1461445.000000 Penalty: 4690.577637
	Iteration 43Q: 3 clusters Score -1461445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1461467.500000 Penalty: 4690.577637
	Iteration 44Q: 3 clusters Score -1461468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1461487.375000 Penalty: 4690.577637
	Iteration 45Q: 3 clusters Score -1461487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1461500.000000 Penalty: 4690.577637
	Iteration 46Q: 3 clusters Score -1461500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1461503.625000 Penalty: 4690.577637
	Iteration 47Q: 3 clusters Score -1461504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1461506.750000 Penalty: 4690.577637
	Iteration 48Q: 3 clusters Score -1461507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1461512.125000 Penalty: 4690.577637
	Iteration 49Q: 3 clusters Score -1461512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1461519.625000 Penalty: 4690.577637
	Iteration 50Q: 3 clusters Score -1461520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1461526.125000 Penalty: 4690.577637
	Iteration 51Q: 3 clusters Score -1461526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1461531.625000 Penalty: 4690.577637
	Iteration 52Q: 3 clusters Score -1461532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1461537.750000 Penalty: 4690.577637
	Iteration 53Q: 3 clusters Score -1461538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1461542.250000 Penalty: 4690.577637
	Iteration 54Q: 3 clusters Score -1461542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1461545.250000 Penalty: 4690.577637
	Iteration 55Q: 3 clusters Score -1461545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1461549.250000 Penalty: 4690.577637
	Iteration 56Q: 3 clusters Score -1461549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1461556.375000 Penalty: 4690.577637
	Iteration 57Q: 3 clusters Score -1461556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1461560.250000 Penalty: 4690.577637
	Iteration 58Q: 3 clusters Score -1461560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1461566.750000 Penalty: 4690.577637
	Iteration 59Q: 3 clusters Score -1461567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1461570.250000 Penalty: 4690.577637
	Iteration 60F: 3 clusters Score -1461570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1461572.875000 Penalty: 4690.577637
	Iteration 61Q: 3 clusters Score -1461573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1461575.000000 Penalty: 4690.577637
	Iteration 62Q: 3 clusters Score -1461575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1461579.375000 Penalty: 4690.577637
	Iteration 63Q: 3 clusters Score -1461579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1461580.875000 Penalty: 4690.577637
	Iteration 64Q: 3 clusters Score -1461581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1461582.875000 Penalty: 4690.577637
	Iteration 65Q: 3 clusters Score -1461583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1461586.250000 Penalty: 4690.577637
	Iteration 66Q: 3 clusters Score -1461586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1461590.250000 Penalty: 4690.577637
	Iteration 67Q: 3 clusters Score -1461590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1461592.000000 Penalty: 4690.577637
	Iteration 68Q: 3 clusters Score -1461592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1461595.875000 Penalty: 4690.577637
	Iteration 69Q: 3 clusters Score -1461596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1461596.875000 Penalty: 4690.577637
	Iteration 70Q: 3 clusters Score -1461597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1461601.125000 Penalty: 4690.577637
	Iteration 71Q: 3 clusters Score -1461601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1461603.625000 Penalty: 4690.577637
	Iteration 72Q: 3 clusters Score -1461604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1461605.750000 Penalty: 4690.577637
	Iteration 73Q: 3 clusters Score -1461606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1461607.125000 Penalty: 4690.577637
	Iteration 74Q: 3 clusters Score -1461607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1461607.125000 Penalty: 4690.577637
	Iteration 75Q: 3 clusters Score -1461607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1461610.875000 Penalty: 4690.577637
	Iteration 76Q: 3 clusters Score -1461611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1461610.750000 Penalty: 4690.577637
	Iteration 77Q: 3 clusters Score -1461611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1461612.875000 Penalty: 4690.577637
	Iteration 78Q: 3 clusters Score -1461613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1461617.375000 Penalty: 4690.577637
	Iteration 79Q: 3 clusters Score -1461617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1461625.250000 Penalty: 4690.577637
	Iteration 80F: 3 clusters Score -1461625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1461626.875000 Penalty: 4690.577637
	Iteration 81Q: 3 clusters Score -1461627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1461631.500000 Penalty: 4690.577637
	Iteration 82Q: 3 clusters Score -1461632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1461632.250000 Penalty: 4690.577637
	Iteration 83Q: 3 clusters Score -1461632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1461636.125000 Penalty: 4690.577637
	Iteration 84Q: 3 clusters Score -1461636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1461633.375000 Penalty: 4690.577637
	Iteration 85Q: 3 clusters Score -1461633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1461635.125000 Penalty: 4690.577637
	Iteration 86Q: 3 clusters Score -1461635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1461637.750000 Penalty: 4690.577637
	Iteration 87Q: 3 clusters Score -1461638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1461637.875000 Penalty: 4690.577637
	Iteration 88Q: 3 clusters Score -1461638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1461637.625000 Penalty: 4690.577637
	Iteration 89Q: 3 clusters Score -1461638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1461639.375000 Penalty: 4690.577637
	Iteration 90Q: 3 clusters Score -1461639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1461641.250000 Penalty: 4690.577637
	Iteration 91Q: 3 clusters Score -1461641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1461643.500000 Penalty: 4690.577637
	Iteration 92Q: 3 clusters Score -1461644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1461643.750000 Penalty: 4690.577637
	Iteration 93Q: 3 clusters Score -1461644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1461643.750000 Penalty: 4690.577637
	Iteration 94F: 3 clusters Score -1461644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Entering Unmasked Estep 
Score: -6367281.500000 Penalty: 2709.204102
	Iteration 0F: 2 clusters Score -6367282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -6330028.000000 Penalty: 5418.408203
	Iteration 0F: 3 clusters Score -6330028 nChanged 25758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -6344212.500000 Penalty: 5418.408203
	Iteration 1F: 3 clusters Score -6344212 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -6344806.500000 Penalty: 5418.408203
	Iteration 2Q: 3 clusters Score -6344806 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -6345489.500000 Penalty: 5418.408203
	Iteration 3Q: 3 clusters Score -6345490 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -6346240.000000 Penalty: 5418.408203
	Iteration 4Q: 3 clusters Score -6346240 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -6347367.000000 Penalty: 5418.408203
	Iteration 5Q: 3 clusters Score -6347367 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -6349021.000000 Penalty: 5418.408203
	Iteration 6F: 3 clusters Score -6349021 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -6351568.000000 Penalty: 5418.408203
	Iteration 7F: 3 clusters Score -6351568 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -6355150.500000 Penalty: 5418.408203
	Iteration 8F: 3 clusters Score -6355150 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6359027.500000 Penalty: 5418.408203
	Iteration 9F: 3 clusters Score -6359028 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6362043.500000 Penalty: 5418.408203
	Iteration 10F: 3 clusters Score -6362044 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6363700.000000 Penalty: 5418.408203
	Iteration 11Q: 3 clusters Score -6363700 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6364390.000000 Penalty: 5418.408203
	Iteration 12Q: 3 clusters Score -6364390 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6364653.000000 Penalty: 5418.408203
	Iteration 13Q: 3 clusters Score -6364653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6364746.000000 Penalty: 5418.408203
	Iteration 14Q: 3 clusters Score -6364746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6364804.000000 Penalty: 5418.408203
	Iteration 15Q: 3 clusters Score -6364804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6364852.000000 Penalty: 5418.408203
	Iteration 16Q: 3 clusters Score -6364852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6364893.500000 Penalty: 5418.408203
	Iteration 17Q: 3 clusters Score -6364894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6364913.500000 Penalty: 5418.408203
	Iteration 18Q: 3 clusters Score -6364914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6364927.000000 Penalty: 5418.408203
	Iteration 19Q: 3 clusters Score -6364927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6364934.500000 Penalty: 5418.408203
	Iteration 20F: 3 clusters Score -6364934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6364941.500000 Penalty: 5418.408203
	Iteration 21Q: 3 clusters Score -6364942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6364942.500000 Penalty: 5418.408203
	Iteration 22Q: 3 clusters Score -6364942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6364948.500000 Penalty: 5418.408203
	Iteration 23Q: 3 clusters Score -6364948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6364948.500000 Penalty: 5418.408203
	Iteration 24Q: 3 clusters Score -6364948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6364961.000000 Penalty: 5418.408203
	Iteration 25Q: 3 clusters Score -6364961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6364972.500000 Penalty: 5418.408203
	Iteration 26Q: 3 clusters Score -6364972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6364982.500000 Penalty: 5418.408203
	Iteration 27Q: 3 clusters Score -6364982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6364978.500000 Penalty: 5418.408203
	Iteration 28Q: 3 clusters Score -6364978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6364979.500000 Penalty: 5418.408203
	Iteration 29Q: 3 clusters Score -6364980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6364979.500000 Penalty: 5418.408203
	Iteration 30F: 3 clusters Score -6364980 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: -323524.593750 Penalty: 2022.529785
	Iteration 0F: 2 clusters Score -323524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -319926.593750 Penalty: 4045.059570
	Iteration 0F: 3 clusters Score -319926.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -320879.406250 Penalty: 4045.059570
	Iteration 1F: 3 clusters Score -320879.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -321314.656250 Penalty: 4045.059570
	Iteration 2F: 3 clusters Score -321314.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -321814.031250 Penalty: 4045.059570
	Iteration 3F: 3 clusters Score -321814 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -322314.750000 Penalty: 4045.059570
	Iteration 4F: 3 clusters Score -322314.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -322633.375000 Penalty: 4045.059570
	Iteration 5F: 3 clusters Score -322633.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -322775.906250 Penalty: 4045.059570
	Iteration 6Q: 3 clusters Score -322775.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -322850.531250 Penalty: 4045.059570
	Iteration 7Q: 3 clusters Score -322850.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -322891.593750 Penalty: 4045.059570
	Iteration 8Q: 3 clusters Score -322891.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -322929.312500 Penalty: 4045.059570
	Iteration 9Q: 3 clusters Score -322929.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -322968.906250 Penalty: 4045.059570
	Iteration 10Q: 3 clusters Score -322968.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -323005.781250 Penalty: 4045.059570
	Iteration 11Q: 3 clusters Score -323005.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -323044.125000 Penalty: 4045.059570
	Iteration 12Q: 3 clusters Score -323044.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -323068.468750 Penalty: 4045.059570
	Iteration 13Q: 3 clusters Score -323068.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -323091.562500 Penalty: 4045.059570
	Iteration 14Q: 3 clusters Score -323091.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -323102.093750 Penalty: 4045.059570
	Iteration 15Q: 3 clusters Score -323102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -323116.000000 Penalty: 4045.059570
	Iteration 16Q: 3 clusters Score -323116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -323132.500000 Penalty: 4045.059570
	Iteration 17Q: 3 clusters Score -323132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -323142.093750 Penalty: 4045.059570
	Iteration 18Q: 3 clusters Score -323142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -323154.750000 Penalty: 4045.059570
	Iteration 19Q: 3 clusters Score -323154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323167.156250 Penalty: 4045.059570
	Iteration 20F: 3 clusters Score -323167.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323177.000000 Penalty: 4045.059570
	Iteration 21Q: 3 clusters Score -323177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -323186.125000 Penalty: 4045.059570
	Iteration 22Q: 3 clusters Score -323186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -323192.687500 Penalty: 4045.059570
	Iteration 23Q: 3 clusters Score -323192.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323199.656250 Penalty: 4045.059570
	Iteration 24Q: 3 clusters Score -323199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323205.156250 Penalty: 4045.059570
	Iteration 25Q: 3 clusters Score -323205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323212.250000 Penalty: 4045.059570
	Iteration 26Q: 3 clusters Score -323212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -323221.000000 Penalty: 4045.059570
	Iteration 27Q: 3 clusters Score -323221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -323230.718750 Penalty: 4045.059570
	Iteration 28Q: 3 clusters Score -323230.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323243.531250 Penalty: 4045.059570
	Iteration 29Q: 3 clusters Score -323243.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -323252.500000 Penalty: 4045.059570
	Iteration 30Q: 3 clusters Score -323252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -323259.375000 Penalty: 4045.059570
	Iteration 31Q: 3 clusters Score -323259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -323263.625000 Penalty: 4045.059570
	Iteration 32Q: 3 clusters Score -323263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -323269.375000 Penalty: 4045.059570
	Iteration 33Q: 3 clusters Score -323269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -323273.843750 Penalty: 4045.059570
	Iteration 34Q: 3 clusters Score -323273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -323277.218750 Penalty: 4045.059570
	Iteration 35Q: 3 clusters Score -323277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -323281.187500 Penalty: 4045.059570
	Iteration 36Q: 3 clusters Score -323281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -323283.312500 Penalty: 4045.059570
	Iteration 37Q: 3 clusters Score -323283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -323291.281250 Penalty: 4045.059570
	Iteration 38Q: 3 clusters Score -323291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -323299.281250 Penalty: 4045.059570
	Iteration 39Q: 3 clusters Score -323299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -323300.875000 Penalty: 4045.059570
	Iteration 40F: 3 clusters Score -323300.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -323304.812500 Penalty: 4045.059570
	Iteration 41Q: 3 clusters Score -323304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -323310.187500 Penalty: 4045.059570
	Iteration 42Q: 3 clusters Score -323310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -323311.625000 Penalty: 4045.059570
	Iteration 43Q: 3 clusters Score -323311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -323313.250000 Penalty: 4045.059570
	Iteration 44Q: 3 clusters Score -323313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -323313.218750 Penalty: 4045.059570
	Iteration 45Q: 3 clusters Score -323313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -323317.906250 Penalty: 4045.059570
	Iteration 46Q: 3 clusters Score -323317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -323324.937500 Penalty: 4045.059570
	Iteration 47Q: 3 clusters Score -323324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -323335.281250 Penalty: 4045.059570
	Iteration 48Q: 3 clusters Score -323335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -323340.531250 Penalty: 4045.059570
	Iteration 49Q: 3 clusters Score -323340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -323351.062500 Penalty: 4045.059570
	Iteration 50Q: 3 clusters Score -323351.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -323360.156250 Penalty: 4045.059570
	Iteration 51Q: 3 clusters Score -323360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -323364.562500 Penalty: 4045.059570
	Iteration 52Q: 3 clusters Score -323364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -323366.406250 Penalty: 4045.059570
	Iteration 53Q: 3 clusters Score -323366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -323366.625000 Penalty: 4045.059570
	Iteration 54Q: 3 clusters Score -323366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -323366.625000 Penalty: 4045.059570
	Iteration 55F: 3 clusters Score -323366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Entering Unmasked Estep 
Score: -1985771.125000 Penalty: 2423.090820
	Iteration 0F: 2 clusters Score -1985771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1973238.750000 Penalty: 4846.181641
	Iteration 0F: 3 clusters Score -1973239 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1977615.875000 Penalty: 4846.181641
	Iteration 1F: 3 clusters Score -1977616 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1978553.625000 Penalty: 4846.181641
	Iteration 2F: 3 clusters Score -1978554 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1979676.250000 Penalty: 4846.181641
	Iteration 3F: 3 clusters Score -1979676 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1980972.625000 Penalty: 4846.181641
	Iteration 4F: 3 clusters Score -1980973 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1982306.375000 Penalty: 4846.181641
	Iteration 5F: 3 clusters Score -1982306 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1983302.250000 Penalty: 4846.181641
	Iteration 6F: 3 clusters Score -1983302 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1984034.875000 Penalty: 4846.181641
	Iteration 7Q: 3 clusters Score -1984035 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1984557.625000 Penalty: 4846.181641
	Iteration 8Q: 3 clusters Score -1984558 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1984894.500000 Penalty: 4846.181641
	Iteration 9Q: 3 clusters Score -1984894 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1985103.375000 Penalty: 4846.181641
	Iteration 10Q: 3 clusters Score -1985103 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1985238.750000 Penalty: 4846.181641
	Iteration 11Q: 3 clusters Score -1985239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1985345.250000 Penalty: 4846.181641
	Iteration 12Q: 3 clusters Score -1985345 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1985411.125000 Penalty: 4846.181641
	Iteration 13Q: 3 clusters Score -1985411 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1985456.375000 Penalty: 4846.181641
	Iteration 14Q: 3 clusters Score -1985456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1985480.750000 Penalty: 4846.181641
	Iteration 15Q: 3 clusters Score -1985481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1985504.750000 Penalty: 4846.181641
	Iteration 16Q: 3 clusters Score -1985505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1985519.125000 Penalty: 4846.181641
	Iteration 17Q: 3 clusters Score -1985519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1985538.000000 Penalty: 4846.181641
	Iteration 18Q: 3 clusters Score -1985538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1985550.375000 Penalty: 4846.181641
	Iteration 19Q: 3 clusters Score -1985550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1985554.625000 Penalty: 4846.181641
	Iteration 20F: 3 clusters Score -1985555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1985559.125000 Penalty: 4846.181641
	Iteration 21Q: 3 clusters Score -1985559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1985570.750000 Penalty: 4846.181641
	Iteration 22Q: 3 clusters Score -1985571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1985572.000000 Penalty: 4846.181641
	Iteration 23Q: 3 clusters Score -1985572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1985571.875000 Penalty: 4846.181641
	Iteration 24Q: 3 clusters Score -1985572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1985580.625000 Penalty: 4846.181641
	Iteration 25Q: 3 clusters Score -1985581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1985591.125000 Penalty: 4846.181641
	Iteration 26Q: 3 clusters Score -1985591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1985593.375000 Penalty: 4846.181641
	Iteration 27Q: 3 clusters Score -1985593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1985598.500000 Penalty: 4846.181641
	Iteration 28Q: 3 clusters Score -1985598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1985601.750000 Penalty: 4846.181641
	Iteration 29Q: 3 clusters Score -1985602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1985603.000000 Penalty: 4846.181641
	Iteration 30Q: 3 clusters Score -1985603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1985606.750000 Penalty: 4846.181641
	Iteration 31Q: 3 clusters Score -1985607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1985609.750000 Penalty: 4846.181641
	Iteration 32Q: 3 clusters Score -1985610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1985605.750000 Penalty: 4846.181641
	Iteration 33Q: 3 clusters Score -1985606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1985605.750000 Penalty: 4846.181641
	Iteration 34Q: 3 clusters Score -1985606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1985608.250000 Penalty: 4846.181641
	Iteration 35Q: 3 clusters Score -1985608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1985607.500000 Penalty: 4846.181641
	Iteration 36Q: 3 clusters Score -1985608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1985608.750000 Penalty: 4846.181641
	Iteration 37Q: 3 clusters Score -1985609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1985606.875000 Penalty: 4846.181641
	Iteration 38Q: 3 clusters Score -1985607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1985606.875000 Penalty: 4846.181641
	Iteration 39F: 3 clusters Score -1985607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -477687.468750 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -477687.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -473591.406250 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -473591.4 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -474753.687500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -474753.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -475082.312500 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -475082.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -475330.250000 Penalty: 4164.828613
	Iteration 3F: 3 clusters Score -475330.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -475547.593750 Penalty: 4164.828613
	Iteration 4F: 3 clusters Score -475547.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -475766.250000 Penalty: 4164.828613
	Iteration 5Q: 3 clusters Score -475766.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -475961.937500 Penalty: 4164.828613
	Iteration 6Q: 3 clusters Score -475961.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -476109.968750 Penalty: 4164.828613
	Iteration 7Q: 3 clusters Score -476110 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -476217.031250 Penalty: 4164.828613
	Iteration 8Q: 3 clusters Score -476217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -476309.406250 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -476309.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -476390.250000 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -476390.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -476459.343750 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -476459.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -476514.562500 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -476514.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -476557.781250 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -476557.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -476589.656250 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -476589.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -476611.343750 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -476611.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -476627.875000 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -476627.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -476640.062500 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -476640.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -476653.312500 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -476653.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -476665.218750 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -476665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -476676.843750 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -476676.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -476690.406250 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -476690.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -476709.156250 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -476709.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -476726.093750 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -476726.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -476732.281250 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -476732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -476735.156250 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -476735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -476739.312500 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -476739.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -476745.156250 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -476745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -476749.750000 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -476749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -476752.343750 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -476752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -476755.000000 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -476755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -476758.750000 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -476758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -476761.875000 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -476761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -476761.843750 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -476761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -476763.000000 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -476763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -476764.500000 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -476764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -476764.406250 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -476764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -476765.875000 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -476765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -476765.875000 Penalty: 4164.828613
	Iteration 38F: 3 clusters Score -476765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -379506.968750 Penalty: 2019.592285
	Iteration 0F: 2 clusters Score -379507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -375974.562500 Penalty: 4039.184570
	Iteration 0F: 3 clusters Score -375974.6 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376779.093750 Penalty: 4039.184570
	Iteration 1F: 3 clusters Score -376779.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -377086.781250 Penalty: 4039.184570
	Iteration 2F: 3 clusters Score -377086.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -377356.750000 Penalty: 4039.184570
	Iteration 3F: 3 clusters Score -377356.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -377615.625000 Penalty: 4039.184570
	Iteration 4F: 3 clusters Score -377615.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -377819.968750 Penalty: 4039.184570
	Iteration 5F: 3 clusters Score -377820 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -377978.093750 Penalty: 4039.184570
	Iteration 6Q: 3 clusters Score -377978.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -378113.843750 Penalty: 4039.184570
	Iteration 7Q: 3 clusters Score -378113.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -378212.750000 Penalty: 4039.184570
	Iteration 8Q: 3 clusters Score -378212.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -378284.375000 Penalty: 4039.184570
	Iteration 9Q: 3 clusters Score -378284.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -378336.875000 Penalty: 4039.184570
	Iteration 10Q: 3 clusters Score -378336.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -378371.343750 Penalty: 4039.184570
	Iteration 11Q: 3 clusters Score -378371.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -378414.750000 Penalty: 4039.184570
	Iteration 12Q: 3 clusters Score -378414.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -378469.531250 Penalty: 4039.184570
	Iteration 13Q: 3 clusters Score -378469.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -378503.031250 Penalty: 4039.184570
	Iteration 14Q: 3 clusters Score -378503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -378539.906250 Penalty: 4039.184570
	Iteration 15Q: 3 clusters Score -378539.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -378575.625000 Penalty: 4039.184570
	Iteration 16Q: 3 clusters Score -378575.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -378605.281250 Penalty: 4039.184570
	Iteration 17Q: 3 clusters Score -378605.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -378626.187500 Penalty: 4039.184570
	Iteration 18Q: 3 clusters Score -378626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -378636.062500 Penalty: 4039.184570
	Iteration 19Q: 3 clusters Score -378636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -378641.156250 Penalty: 4039.184570
	Iteration 20F: 3 clusters Score -378641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -378643.750000 Penalty: 4039.184570
	Iteration 21Q: 3 clusters Score -378643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378645.093750 Penalty: 4039.184570
	Iteration 22Q: 3 clusters Score -378645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378646.281250 Penalty: 4039.184570
	Iteration 23Q: 3 clusters Score -378646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -378647.250000 Penalty: 4039.184570
	Iteration 24Q: 3 clusters Score -378647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378647.625000 Penalty: 4039.184570
	Iteration 25Q: 3 clusters Score -378647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378649.500000 Penalty: 4039.184570
	Iteration 26Q: 3 clusters Score -378649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378650.750000 Penalty: 4039.184570
	Iteration 27Q: 3 clusters Score -378650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378652.187500 Penalty: 4039.184570
	Iteration 28Q: 3 clusters Score -378652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378652.187500 Penalty: 4039.184570
	Iteration 29F: 3 clusters Score -378652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Entering Unmasked Estep 
Score: -681698.187500 Penalty: 2164.006348
	Iteration 0F: 2 clusters Score -681698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -676500.062500 Penalty: 4328.012695
	Iteration 0F: 3 clusters Score -676500.1 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -678207.750000 Penalty: 4328.012695
	Iteration 1F: 3 clusters Score -678207.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -678805.062500 Penalty: 4328.012695
	Iteration 2F: 3 clusters Score -678805.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -679212.062500 Penalty: 4328.012695
	Iteration 3F: 3 clusters Score -679212.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -679517.562500 Penalty: 4328.012695
	Iteration 4F: 3 clusters Score -679517.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -679765.312500 Penalty: 4328.012695
	Iteration 5Q: 3 clusters Score -679765.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -680021.250000 Penalty: 4328.012695
	Iteration 6Q: 3 clusters Score -680021.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -680276.062500 Penalty: 4328.012695
	Iteration 7Q: 3 clusters Score -680276.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -680512.250000 Penalty: 4328.012695
	Iteration 8Q: 3 clusters Score -680512.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -680730.187500 Penalty: 4328.012695
	Iteration 9Q: 3 clusters Score -680730.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -680905.375000 Penalty: 4328.012695
	Iteration 10Q: 3 clusters Score -680905.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -681079.125000 Penalty: 4328.012695
	Iteration 11Q: 3 clusters Score -681079.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -681237.312500 Penalty: 4328.012695
	Iteration 12Q: 3 clusters Score -681237.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -681350.812500 Penalty: 4328.012695
	Iteration 13Q: 3 clusters Score -681350.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -681409.312500 Penalty: 4328.012695
	Iteration 14Q: 3 clusters Score -681409.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -681447.250000 Penalty: 4328.012695
	Iteration 15Q: 3 clusters Score -681447.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -681484.437500 Penalty: 4328.012695
	Iteration 16Q: 3 clusters Score -681484.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -681522.625000 Penalty: 4328.012695
	Iteration 17Q: 3 clusters Score -681522.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -681549.562500 Penalty: 4328.012695
	Iteration 18Q: 3 clusters Score -681549.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -681590.000000 Penalty: 4328.012695
	Iteration 19Q: 3 clusters Score -681590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -681635.375000 Penalty: 4328.012695
	Iteration 20F: 3 clusters Score -681635.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -681691.750000 Penalty: 4328.012695
	Iteration 21Q: 3 clusters Score -681691.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -681748.875000 Penalty: 4328.012695
	Iteration 22Q: 3 clusters Score -681748.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -681808.437500 Penalty: 4328.012695
	Iteration 23Q: 3 clusters Score -681808.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -681881.250000 Penalty: 4328.012695
	Iteration 24Q: 3 clusters Score -681881.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -681932.375000 Penalty: 4328.012695
	Iteration 25Q: 3 clusters Score -681932.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -681977.000000 Penalty: 4328.012695
	Iteration 26Q: 3 clusters Score -681977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -682008.687500 Penalty: 4328.012695
	Iteration 27Q: 3 clusters Score -682008.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -682027.562500 Penalty: 4328.012695
	Iteration 28Q: 3 clusters Score -682027.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -682040.000000 Penalty: 4328.012695
	Iteration 29Q: 3 clusters Score -682040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -682048.812500 Penalty: 4328.012695
	Iteration 30Q: 3 clusters Score -682048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -682056.062500 Penalty: 4328.012695
	Iteration 31Q: 3 clusters Score -682056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -682057.875000 Penalty: 4328.012695
	Iteration 32Q: 3 clusters Score -682057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -682061.437500 Penalty: 4328.012695
	Iteration 33Q: 3 clusters Score -682061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -682065.937500 Penalty: 4328.012695
	Iteration 34Q: 3 clusters Score -682065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -682071.562500 Penalty: 4328.012695
	Iteration 35Q: 3 clusters Score -682071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -682079.062500 Penalty: 4328.012695
	Iteration 36Q: 3 clusters Score -682079.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -682091.000000 Penalty: 4328.012695
	Iteration 37Q: 3 clusters Score -682091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -682103.500000 Penalty: 4328.012695
	Iteration 38Q: 3 clusters Score -682103.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -682112.687500 Penalty: 4328.012695
	Iteration 39Q: 3 clusters Score -682112.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -682123.812500 Penalty: 4328.012695
	Iteration 40F: 3 clusters Score -682123.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -682138.500000 Penalty: 4328.012695
	Iteration 41Q: 3 clusters Score -682138.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -682149.375000 Penalty: 4328.012695
	Iteration 42Q: 3 clusters Score -682149.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -682157.500000 Penalty: 4328.012695
	Iteration 43Q: 3 clusters Score -682157.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -682161.687500 Penalty: 4328.012695
	Iteration 44Q: 3 clusters Score -682161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -682164.562500 Penalty: 4328.012695
	Iteration 45Q: 3 clusters Score -682164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -682167.062500 Penalty: 4328.012695
	Iteration 46Q: 3 clusters Score -682167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -682168.250000 Penalty: 4328.012695
	Iteration 47Q: 3 clusters Score -682168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -682168.250000 Penalty: 4328.012695
	Iteration 48Q: 3 clusters Score -682168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -682168.125000 Penalty: 4328.012695
	Iteration 49Q: 3 clusters Score -682168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -682168.125000 Penalty: 4328.012695
	Iteration 50F: 3 clusters Score -682168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 3532 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292800.000000 Penalty: 366495.125000
Splitting cluster 11 changes total score from -212293536.000000 to -212292800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (248398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248398 members 
Entering Unmasked Estep 
Score: -29107178.000000 Penalty: 3080.851318
	Iteration 0F: 2 clusters Score -2.910718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -28948100.000000 Penalty: 6161.702637
	Iteration 0F: 3 clusters Score -2.89481e+07 nChanged 120137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -29019490.000000 Penalty: 6161.702637
	Iteration 1F: 3 clusters Score -2.901949e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -29020806.000000 Penalty: 6161.702637
	Iteration 2Q: 3 clusters Score -2.902081e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121487 members 
Mstep: Class 2 contains 126911 members 
Entering Unmasked Estep 
Score: -29022302.000000 Penalty: 6161.702637
	Iteration 3Q: 3 clusters Score -2.90223e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 128120 members 
Entering Unmasked Estep 
Score: -29024154.000000 Penalty: 6161.702637
	Iteration 4Q: 3 clusters Score -2.902415e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118465 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -29026380.000000 Penalty: 6161.702637
	Iteration 5Q: 3 clusters Score -2.902638e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 132600 members 
Entering Unmasked Estep 
Score: -29029346.000000 Penalty: 6161.702637
	Iteration 6Q: 3 clusters Score -2.902935e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -29033938.000000 Penalty: 6161.702637
	Iteration 7Q: 3 clusters Score -2.903394e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -29039626.000000 Penalty: 6161.702637
	Iteration 8Q: 3 clusters Score -2.903963e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 149361 members 
Entering Unmasked Estep 
Score: -29047050.000000 Penalty: 6161.702637
	Iteration 9F: 3 clusters Score -2.904705e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -29056436.000000 Penalty: 6161.702637
	Iteration 10F: 3 clusters Score -2.905644e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 170498 members 
Entering Unmasked Estep 
Score: -29066338.000000 Penalty: 6161.702637
	Iteration 11F: 3 clusters Score -2.906634e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 182614 members 
Entering Unmasked Estep 
Score: -29076154.000000 Penalty: 6161.702637
	Iteration 12F: 3 clusters Score -2.907615e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -29084758.000000 Penalty: 6161.702637
	Iteration 13F: 3 clusters Score -2.908476e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 205431 members 
Entering Unmasked Estep 
Score: -29091792.000000 Penalty: 6161.702637
	Iteration 14Q: 3 clusters Score -2.909179e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 214283 members 
Entering Unmasked Estep 
Score: -29096310.000000 Penalty: 6161.702637
	Iteration 15Q: 3 clusters Score -2.909631e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 221313 members 
Entering Unmasked Estep 
Score: -29099306.000000 Penalty: 6161.702637
	Iteration 16Q: 3 clusters Score -2.909931e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 226732 members 
Entering Unmasked Estep 
Score: -29101052.000000 Penalty: 6161.702637
	Iteration 17Q: 3 clusters Score -2.910105e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 230811 members 
Entering Unmasked Estep 
Score: -29102262.000000 Penalty: 6161.702637
	Iteration 18Q: 3 clusters Score -2.910226e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 233974 members 
Entering Unmasked Estep 
Score: -29103104.000000 Penalty: 6161.702637
	Iteration 19Q: 3 clusters Score -2.91031e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 236369 members 
Entering Unmasked Estep 
Score: -29103806.000000 Penalty: 6161.702637
	Iteration 20F: 3 clusters Score -2.910381e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 238226 members 
Entering Unmasked Estep 
Score: -29104160.000000 Penalty: 6161.702637
	Iteration 21Q: 3 clusters Score -2.910416e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 239618 members 
Entering Unmasked Estep 
Score: -29104510.000000 Penalty: 6161.702637
	Iteration 22Q: 3 clusters Score -2.910451e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 240672 members 
Entering Unmasked Estep 
Score: -29104664.000000 Penalty: 6161.702637
	Iteration 23Q: 3 clusters Score -2.910466e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 241390 members 
Entering Unmasked Estep 
Score: -29104766.000000 Penalty: 6161.702637
	Iteration 24Q: 3 clusters Score -2.910477e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 241941 members 
Entering Unmasked Estep 
Score: -29104852.000000 Penalty: 6161.702637
	Iteration 25Q: 3 clusters Score -2.910485e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 242383 members 
Entering Unmasked Estep 
Score: -29104852.000000 Penalty: 6161.702637
	Iteration 26Q: 3 clusters Score -2.910485e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 242747 members 
Entering Unmasked Estep 
Score: -29104972.000000 Penalty: 6161.702637
	Iteration 27Q: 3 clusters Score -2.910497e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 243028 members 
Entering Unmasked Estep 
Score: -29105034.000000 Penalty: 6161.702637
	Iteration 28Q: 3 clusters Score -2.910503e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 243292 members 
Entering Unmasked Estep 
Score: -29105090.000000 Penalty: 6161.702637
	Iteration 29Q: 3 clusters Score -2.910509e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 243486 members 
Entering Unmasked Estep 
Score: -29105136.000000 Penalty: 6161.702637
	Iteration 30Q: 3 clusters Score -2.910514e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 243639 members 
Entering Unmasked Estep 
Score: -29105162.000000 Penalty: 6161.702637
	Iteration 31Q: 3 clusters Score -2.910516e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 243777 members 
Entering Unmasked Estep 
Score: -29105170.000000 Penalty: 6161.702637
	Iteration 32Q: 3 clusters Score -2.910517e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 243908 members 
Entering Unmasked Estep 
Score: -29105176.000000 Penalty: 6161.702637
	Iteration 33Q: 3 clusters Score -2.910518e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 244022 members 
Entering Unmasked Estep 
Score: -29105226.000000 Penalty: 6161.702637
	Iteration 34Q: 3 clusters Score -2.910523e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 244118 members 
Entering Unmasked Estep 
Score: -29105262.000000 Penalty: 6161.702637
	Iteration 35Q: 3 clusters Score -2.910526e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 244188 members 
Entering Unmasked Estep 
Score: -29105260.000000 Penalty: 6161.702637
	Iteration 36Q: 3 clusters Score -2.910526e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 244269 members 
Entering Unmasked Estep 
Score: -29105298.000000 Penalty: 6161.702637
	Iteration 37Q: 3 clusters Score -2.91053e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 244351 members 
Entering Unmasked Estep 
Score: -29105314.000000 Penalty: 6161.702637
	Iteration 38Q: 3 clusters Score -2.910531e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 244414 members 
Entering Unmasked Estep 
Score: -29105296.000000 Penalty: 6161.702637
	Iteration 39Q: 3 clusters Score -2.91053e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 244461 members 
Entering Unmasked Estep 
Score: -29105268.000000 Penalty: 6161.702637
	Iteration 40F: 3 clusters Score -2.910527e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 244510 members 
Entering Unmasked Estep 
Score: -29105318.000000 Penalty: 6161.702637
	Iteration 41Q: 3 clusters Score -2.910532e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 244571 members 
Entering Unmasked Estep 
Score: -29105312.000000 Penalty: 6161.702637
	Iteration 42Q: 3 clusters Score -2.910531e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 244623 members 
Entering Unmasked Estep 
Score: -29105332.000000 Penalty: 6161.702637
	Iteration 43Q: 3 clusters Score -2.910533e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 244652 members 
Entering Unmasked Estep 
Score: -29105322.000000 Penalty: 6161.702637
	Iteration 44Q: 3 clusters Score -2.910532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 244688 members 
Entering Unmasked Estep 
Score: -29105330.000000 Penalty: 6161.702637
	Iteration 45Q: 3 clusters Score -2.910533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 244727 members 
Entering Unmasked Estep 
Score: -29105350.000000 Penalty: 6161.702637
	Iteration 46Q: 3 clusters Score -2.910535e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 244759 members 
Entering Unmasked Estep 
Score: -29105372.000000 Penalty: 6161.702637
	Iteration 47Q: 3 clusters Score -2.910537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 244785 members 
Entering Unmasked Estep 
Score: -29105378.000000 Penalty: 6161.702637
	Iteration 48Q: 3 clusters Score -2.910538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 244806 members 
Entering Unmasked Estep 
Score: -29105386.000000 Penalty: 6161.702637
	Iteration 49Q: 3 clusters Score -2.910539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 244826 members 
Entering Unmasked Estep 
Score: -29105366.000000 Penalty: 6161.702637
	Iteration 50Q: 3 clusters Score -2.910537e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 244845 members 
Entering Unmasked Estep 
Score: -29105354.000000 Penalty: 6161.702637
	Iteration 51Q: 3 clusters Score -2.910535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 244864 members 
Entering Unmasked Estep 
Score: -29105350.000000 Penalty: 6161.702637
	Iteration 52Q: 3 clusters Score -2.910535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 244882 members 
Entering Unmasked Estep 
Score: -29105354.000000 Penalty: 6161.702637
	Iteration 53Q: 3 clusters Score -2.910535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 244899 members 
Entering Unmasked Estep 
Score: -29105342.000000 Penalty: 6161.702637
	Iteration 54Q: 3 clusters Score -2.910534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 244918 members 
Entering Unmasked Estep 
Score: -29105336.000000 Penalty: 6161.702637
	Iteration 55Q: 3 clusters Score -2.910534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 244934 members 
Entering Unmasked Estep 
Score: -29105344.000000 Penalty: 6161.702637
	Iteration 56Q: 3 clusters Score -2.910534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 244950 members 
Entering Unmasked Estep 
Score: -29105346.000000 Penalty: 6161.702637
	Iteration 57Q: 3 clusters Score -2.910535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 244974 members 
Entering Unmasked Estep 
Score: -29105358.000000 Penalty: 6161.702637
	Iteration 58Q: 3 clusters Score -2.910536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 244991 members 
Entering Unmasked Estep 
Score: -29105334.000000 Penalty: 6161.702637
	Iteration 59Q: 3 clusters Score -2.910533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 244994 members 
Entering Unmasked Estep 
Score: -29105338.000000 Penalty: 6161.702637
	Iteration 60F: 3 clusters Score -2.910534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 245006 members 
Entering Unmasked Estep 
Score: -29105328.000000 Penalty: 6161.702637
	Iteration 61Q: 3 clusters Score -2.910533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 245015 members 
Entering Unmasked Estep 
Score: -29105344.000000 Penalty: 6161.702637
	Iteration 62Q: 3 clusters Score -2.910534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 245031 members 
Entering Unmasked Estep 
Score: -29105328.000000 Penalty: 6161.702637
	Iteration 63Q: 3 clusters Score -2.910533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 245050 members 
Entering Unmasked Estep 
Score: -29105352.000000 Penalty: 6161.702637
	Iteration 64Q: 3 clusters Score -2.910535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 245064 members 
Entering Unmasked Estep 
Score: -29105340.000000 Penalty: 6161.702637
	Iteration 65Q: 3 clusters Score -2.910534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 245073 members 
Entering Unmasked Estep 
Score: -29105326.000000 Penalty: 6161.702637
	Iteration 66Q: 3 clusters Score -2.910533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 245081 members 
Entering Unmasked Estep 
Score: -29105354.000000 Penalty: 6161.702637
	Iteration 67Q: 3 clusters Score -2.910535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 245086 members 
Entering Unmasked Estep 
Score: -29105354.000000 Penalty: 6161.702637
	Iteration 68Q: 3 clusters Score -2.910535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 245087 members 
Entering Unmasked Estep 
Score: -29105356.000000 Penalty: 6161.702637
	Iteration 69Q: 3 clusters Score -2.910536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 245089 members 
Entering Unmasked Estep 
Score: -29105366.000000 Penalty: 6161.702637
	Iteration 70Q: 3 clusters Score -2.910537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 245091 members 
Entering Unmasked Estep 
Score: -29105368.000000 Penalty: 6161.702637
	Iteration 71Q: 3 clusters Score -2.910537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 245095 members 
Entering Unmasked Estep 
Score: -29105346.000000 Penalty: 6161.702637
	Iteration 72Q: 3 clusters Score -2.910535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 245096 members 
Entering Unmasked Estep 
Score: -29105342.000000 Penalty: 6161.702637
	Iteration 73Q: 3 clusters Score -2.910534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 245100 members 
Entering Unmasked Estep 
Score: -29105348.000000 Penalty: 6161.702637
	Iteration 74Q: 3 clusters Score -2.910535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 245104 members 
Entering Unmasked Estep 
Score: -29105340.000000 Penalty: 6161.702637
	Iteration 75Q: 3 clusters Score -2.910534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 245109 members 
Entering Unmasked Estep 
Score: -29105338.000000 Penalty: 6161.702637
	Iteration 76Q: 3 clusters Score -2.910534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 245112 members 
Entering Unmasked Estep 
Score: -29105348.000000 Penalty: 6161.702637
	Iteration 77Q: 3 clusters Score -2.910535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 245117 members 
Entering Unmasked Estep 
Score: -29105356.000000 Penalty: 6161.702637
	Iteration 78Q: 3 clusters Score -2.910536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 245118 members 
Entering Unmasked Estep 
Score: -29105358.000000 Penalty: 6161.702637
	Iteration 79Q: 3 clusters Score -2.910536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 245116 members 
Entering Unmasked Estep 
Score: -29105368.000000 Penalty: 6161.702637
	Iteration 80F: 3 clusters Score -2.910537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 245117 members 
Entering Unmasked Estep 
Score: -29105360.000000 Penalty: 6161.702637
	Iteration 81Q: 3 clusters Score -2.910536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 245118 members 
Entering Unmasked Estep 
Score: -29105370.000000 Penalty: 6161.702637
	Iteration 82Q: 3 clusters Score -2.910537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 245122 members 
Entering Unmasked Estep 
Score: -29105352.000000 Penalty: 6161.702637
	Iteration 83Q: 3 clusters Score -2.910535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 245124 members 
Entering Unmasked Estep 
Score: -29105348.000000 Penalty: 6161.702637
	Iteration 84Q: 3 clusters Score -2.910535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 245126 members 
Entering Unmasked Estep 
Score: -29105356.000000 Penalty: 6161.702637
	Iteration 85Q: 3 clusters Score -2.910536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 245125 members 
Entering Unmasked Estep 
Score: -29105348.000000 Penalty: 6161.702637
	Iteration 86Q: 3 clusters Score -2.910535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 245126 members 
Entering Unmasked Estep 
Score: -29105354.000000 Penalty: 6161.702637
	Iteration 87Q: 3 clusters Score -2.910535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 245128 members 
Entering Unmasked Estep 
Score: -29105344.000000 Penalty: 6161.702637
	Iteration 88Q: 3 clusters Score -2.910534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 245131 members 
Entering Unmasked Estep 
Score: -29105368.000000 Penalty: 6161.702637
	Iteration 89Q: 3 clusters Score -2.910537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 245135 members 
Entering Unmasked Estep 
Score: -29105362.000000 Penalty: 6161.702637
	Iteration 90Q: 3 clusters Score -2.910536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 245141 members 
Entering Unmasked Estep 
Score: -29105366.000000 Penalty: 6161.702637
	Iteration 91Q: 3 clusters Score -2.910537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 245145 members 
Entering Unmasked Estep 
Score: -29105352.000000 Penalty: 6161.702637
	Iteration 92Q: 3 clusters Score -2.910535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 245147 members 
Entering Unmasked Estep 
Score: -29105360.000000 Penalty: 6161.702637
	Iteration 93Q: 3 clusters Score -2.910536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 245150 members 
Entering Unmasked Estep 
Score: -29105350.000000 Penalty: 6161.702637
	Iteration 94Q: 3 clusters Score -2.910535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 245154 members 
Entering Unmasked Estep 
Score: -29105336.000000 Penalty: 6161.702637
	Iteration 95Q: 3 clusters Score -2.910534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 245155 members 
Entering Unmasked Estep 
Score: -29105346.000000 Penalty: 6161.702637
	Iteration 96Q: 3 clusters Score -2.910535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 245156 members 
Entering Unmasked Estep 
Score: -29105334.000000 Penalty: 6161.702637
	Iteration 97Q: 3 clusters Score -2.910533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 245156 members 
Entering Unmasked Estep 
Score: -29105334.000000 Penalty: 6161.702637
	Iteration 98F: 3 clusters Score -2.910533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -776727.250000 Penalty: 2201.556152
	Iteration 0F: 2 clusters Score -776727.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -770807.937500 Penalty: 4403.112305
	Iteration 0F: 3 clusters Score -770807.9 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -772473.812500 Penalty: 4403.112305
	Iteration 1F: 3 clusters Score -772473.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -772866.937500 Penalty: 4403.112305
	Iteration 2F: 3 clusters Score -772866.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -773273.812500 Penalty: 4403.112305
	Iteration 3F: 3 clusters Score -773273.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -773689.812500 Penalty: 4403.112305
	Iteration 4F: 3 clusters Score -773689.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -774127.125000 Penalty: 4403.112305
	Iteration 5F: 3 clusters Score -774127.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -774598.875000 Penalty: 4403.112305
	Iteration 6F: 3 clusters Score -774598.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -774990.187500 Penalty: 4403.112305
	Iteration 7F: 3 clusters Score -774990.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -775290.375000 Penalty: 4403.112305
	Iteration 8Q: 3 clusters Score -775290.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -775510.812500 Penalty: 4403.112305
	Iteration 9Q: 3 clusters Score -775510.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -775665.187500 Penalty: 4403.112305
	Iteration 10Q: 3 clusters Score -775665.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -775762.187500 Penalty: 4403.112305
	Iteration 11Q: 3 clusters Score -775762.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -775827.187500 Penalty: 4403.112305
	Iteration 12Q: 3 clusters Score -775827.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -775872.625000 Penalty: 4403.112305
	Iteration 13Q: 3 clusters Score -775872.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -775900.562500 Penalty: 4403.112305
	Iteration 14Q: 3 clusters Score -775900.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -775920.625000 Penalty: 4403.112305
	Iteration 15Q: 3 clusters Score -775920.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -775939.750000 Penalty: 4403.112305
	Iteration 16Q: 3 clusters Score -775939.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -775955.125000 Penalty: 4403.112305
	Iteration 17Q: 3 clusters Score -775955.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -775966.375000 Penalty: 4403.112305
	Iteration 18Q: 3 clusters Score -775966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -775977.312500 Penalty: 4403.112305
	Iteration 19Q: 3 clusters Score -775977.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -775978.875000 Penalty: 4403.112305
	Iteration 20F: 3 clusters Score -775978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -775979.687500 Penalty: 4403.112305
	Iteration 21Q: 3 clusters Score -775979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -775982.062500 Penalty: 4403.112305
	Iteration 22Q: 3 clusters Score -775982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -775983.812500 Penalty: 4403.112305
	Iteration 23Q: 3 clusters Score -775983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -775983.687500 Penalty: 4403.112305
	Iteration 24Q: 3 clusters Score -775983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -775984.250000 Penalty: 4403.112305
	Iteration 25Q: 3 clusters Score -775984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -775983.375000 Penalty: 4403.112305
	Iteration 26Q: 3 clusters Score -775983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -775983.375000 Penalty: 4403.112305
	Iteration 27F: 3 clusters Score -775983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -1027038.187500 Penalty: 2257.593750
	Iteration 0F: 2 clusters Score -1027038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1020074.125000 Penalty: 4515.187500
	Iteration 0F: 3 clusters Score -1020074 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1022004.562500 Penalty: 4515.187500
	Iteration 1F: 3 clusters Score -1022005 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1022252.250000 Penalty: 4515.187500
	Iteration 2F: 3 clusters Score -1022252 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1022410.000000 Penalty: 4515.187500
	Iteration 3Q: 3 clusters Score -1022410 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1022517.250000 Penalty: 4515.187500
	Iteration 4Q: 3 clusters Score -1022517 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1022614.062500 Penalty: 4515.187500
	Iteration 5Q: 3 clusters Score -1022614 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1022693.375000 Penalty: 4515.187500
	Iteration 6Q: 3 clusters Score -1022693 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1022765.500000 Penalty: 4515.187500
	Iteration 7Q: 3 clusters Score -1022766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1022842.375000 Penalty: 4515.187500
	Iteration 8Q: 3 clusters Score -1022842 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1022913.875000 Penalty: 4515.187500
	Iteration 9Q: 3 clusters Score -1022914 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1022974.687500 Penalty: 4515.187500
	Iteration 10Q: 3 clusters Score -1022975 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1023041.437500 Penalty: 4515.187500
	Iteration 11Q: 3 clusters Score -1023041 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1023107.687500 Penalty: 4515.187500
	Iteration 12Q: 3 clusters Score -1023108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1023180.500000 Penalty: 4515.187500
	Iteration 13Q: 3 clusters Score -1023180 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1023258.125000 Penalty: 4515.187500
	Iteration 14Q: 3 clusters Score -1023258 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1023358.687500 Penalty: 4515.187500
	Iteration 15Q: 3 clusters Score -1023359 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1023476.062500 Penalty: 4515.187500
	Iteration 16Q: 3 clusters Score -1023476 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1023607.125000 Penalty: 4515.187500
	Iteration 17Q: 3 clusters Score -1023607 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1023754.812500 Penalty: 4515.187500
	Iteration 18Q: 3 clusters Score -1023755 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1023899.062500 Penalty: 4515.187500
	Iteration 19Q: 3 clusters Score -1023899 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1024022.750000 Penalty: 4515.187500
	Iteration 20F: 3 clusters Score -1024023 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1024148.187500 Penalty: 4515.187500
	Iteration 21Q: 3 clusters Score -1024148 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1024250.812500 Penalty: 4515.187500
	Iteration 22Q: 3 clusters Score -1024251 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1024342.000000 Penalty: 4515.187500
	Iteration 23Q: 3 clusters Score -1024342 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1024434.687500 Penalty: 4515.187500
	Iteration 24Q: 3 clusters Score -1024435 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1024515.062500 Penalty: 4515.187500
	Iteration 25Q: 3 clusters Score -1024515 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1024586.000000 Penalty: 4515.187500
	Iteration 26Q: 3 clusters Score -1024586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1024642.812500 Penalty: 4515.187500
	Iteration 27Q: 3 clusters Score -1024643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1024687.625000 Penalty: 4515.187500
	Iteration 28Q: 3 clusters Score -1024688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1024729.750000 Penalty: 4515.187500
	Iteration 29Q: 3 clusters Score -1024730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1024765.000000 Penalty: 4515.187500
	Iteration 30Q: 3 clusters Score -1024765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1024813.250000 Penalty: 4515.187500
	Iteration 31Q: 3 clusters Score -1024813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1024862.062500 Penalty: 4515.187500
	Iteration 32Q: 3 clusters Score -1024862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1024903.250000 Penalty: 4515.187500
	Iteration 33Q: 3 clusters Score -1024903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1024947.562500 Penalty: 4515.187500
	Iteration 34Q: 3 clusters Score -1024948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1024979.000000 Penalty: 4515.187500
	Iteration 35Q: 3 clusters Score -1024979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1025005.562500 Penalty: 4515.187500
	Iteration 36Q: 3 clusters Score -1025006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1025028.562500 Penalty: 4515.187500
	Iteration 37Q: 3 clusters Score -1025029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1025047.750000 Penalty: 4515.187500
	Iteration 38Q: 3 clusters Score -1025048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1025067.250000 Penalty: 4515.187500
	Iteration 39Q: 3 clusters Score -1025067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1025091.812500 Penalty: 4515.187500
	Iteration 40F: 3 clusters Score -1025092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1025119.375000 Penalty: 4515.187500
	Iteration 41Q: 3 clusters Score -1025119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1025136.312500 Penalty: 4515.187500
	Iteration 42Q: 3 clusters Score -1025136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1025147.812500 Penalty: 4515.187500
	Iteration 43Q: 3 clusters Score -1025148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1025167.062500 Penalty: 4515.187500
	Iteration 44Q: 3 clusters Score -1025167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1025186.687500 Penalty: 4515.187500
	Iteration 45Q: 3 clusters Score -1025187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1025206.062500 Penalty: 4515.187500
	Iteration 46Q: 3 clusters Score -1025206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1025226.812500 Penalty: 4515.187500
	Iteration 47Q: 3 clusters Score -1025227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1025241.562500 Penalty: 4515.187500
	Iteration 48Q: 3 clusters Score -1025242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1025248.062500 Penalty: 4515.187500
	Iteration 49Q: 3 clusters Score -1025248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1025259.562500 Penalty: 4515.187500
	Iteration 50Q: 3 clusters Score -1025260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1025267.312500 Penalty: 4515.187500
	Iteration 51Q: 3 clusters Score -1025267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1025273.750000 Penalty: 4515.187500
	Iteration 52Q: 3 clusters Score -1025274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1025277.937500 Penalty: 4515.187500
	Iteration 53Q: 3 clusters Score -1025278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1025285.812500 Penalty: 4515.187500
	Iteration 54Q: 3 clusters Score -1025286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1025292.250000 Penalty: 4515.187500
	Iteration 55Q: 3 clusters Score -1025292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1025300.375000 Penalty: 4515.187500
	Iteration 56Q: 3 clusters Score -1025300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1025308.000000 Penalty: 4515.187500
	Iteration 57Q: 3 clusters Score -1025308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1025313.625000 Penalty: 4515.187500
	Iteration 58Q: 3 clusters Score -1025314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1025322.437500 Penalty: 4515.187500
	Iteration 59Q: 3 clusters Score -1025322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1025328.875000 Penalty: 4515.187500
	Iteration 60F: 3 clusters Score -1025329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1025331.312500 Penalty: 4515.187500
	Iteration 61Q: 3 clusters Score -1025331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1025335.875000 Penalty: 4515.187500
	Iteration 62Q: 3 clusters Score -1025336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1025339.187500 Penalty: 4515.187500
	Iteration 63Q: 3 clusters Score -1025339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1025342.187500 Penalty: 4515.187500
	Iteration 64Q: 3 clusters Score -1025342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1025343.625000 Penalty: 4515.187500
	Iteration 65Q: 3 clusters Score -1025344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1025347.187500 Penalty: 4515.187500
	Iteration 66Q: 3 clusters Score -1025347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1025347.437500 Penalty: 4515.187500
	Iteration 67Q: 3 clusters Score -1025347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1025348.812500 Penalty: 4515.187500
	Iteration 68Q: 3 clusters Score -1025349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1025348.812500 Penalty: 4515.187500
	Iteration 69F: 3 clusters Score -1025349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Entering Unmasked Estep 
Score: -2918883.500000 Penalty: 2517.150391
	Iteration 0F: 2 clusters Score -2918884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2901215.750000 Penalty: 5034.300781
	Iteration 0F: 3 clusters Score -2901216 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2907502.000000 Penalty: 5034.300781
	Iteration 1F: 3 clusters Score -2907502 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2908133.250000 Penalty: 5034.300781
	Iteration 2F: 3 clusters Score -2908133 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2908854.250000 Penalty: 5034.300781
	Iteration 3F: 3 clusters Score -2908854 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2909720.000000 Penalty: 5034.300781
	Iteration 4F: 3 clusters Score -2909720 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2910899.250000 Penalty: 5034.300781
	Iteration 5F: 3 clusters Score -2910899 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2912341.500000 Penalty: 5034.300781
	Iteration 6F: 3 clusters Score -2912342 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2913868.500000 Penalty: 5034.300781
	Iteration 7F: 3 clusters Score -2913868 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2915262.500000 Penalty: 5034.300781
	Iteration 8F: 3 clusters Score -2915262 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2916399.500000 Penalty: 5034.300781
	Iteration 9F: 3 clusters Score -2916400 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2917454.750000 Penalty: 5034.300781
	Iteration 10Q: 3 clusters Score -2917455 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2918236.000000 Penalty: 5034.300781
	Iteration 11Q: 3 clusters Score -2918236 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2918656.500000 Penalty: 5034.300781
	Iteration 12Q: 3 clusters Score -2918656 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2918834.250000 Penalty: 5034.300781
	Iteration 13Q: 3 clusters Score -2918834 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2918920.750000 Penalty: 5034.300781
	Iteration 14Q: 3 clusters Score -2918921 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2918966.500000 Penalty: 5034.300781
	Iteration 15Q: 3 clusters Score -2918966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2919000.750000 Penalty: 5034.300781
	Iteration 16Q: 3 clusters Score -2919001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2919011.500000 Penalty: 5034.300781
	Iteration 17Q: 3 clusters Score -2919012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2919024.250000 Penalty: 5034.300781
	Iteration 18Q: 3 clusters Score -2919024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2919032.500000 Penalty: 5034.300781
	Iteration 19Q: 3 clusters Score -2919032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2919041.000000 Penalty: 5034.300781
	Iteration 20F: 3 clusters Score -2919041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2919051.250000 Penalty: 5034.300781
	Iteration 21Q: 3 clusters Score -2919051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2919045.500000 Penalty: 5034.300781
	Iteration 22Q: 3 clusters Score -2919046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2919045.000000 Penalty: 5034.300781
	Iteration 23Q: 3 clusters Score -2919045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2919045.750000 Penalty: 5034.300781
	Iteration 24Q: 3 clusters Score -2919046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2919047.000000 Penalty: 5034.300781
	Iteration 25Q: 3 clusters Score -2919047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2919046.000000 Penalty: 5034.300781
	Iteration 26Q: 3 clusters Score -2919046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2919044.750000 Penalty: 5034.300781
	Iteration 27Q: 3 clusters Score -2919045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2919045.500000 Penalty: 5034.300781
	Iteration 28Q: 3 clusters Score -2919046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2919052.500000 Penalty: 5034.300781
	Iteration 29Q: 3 clusters Score -2919052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2919057.750000 Penalty: 5034.300781
	Iteration 30Q: 3 clusters Score -2919058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2919058.250000 Penalty: 5034.300781
	Iteration 31Q: 3 clusters Score -2919058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2919058.500000 Penalty: 5034.300781
	Iteration 32Q: 3 clusters Score -2919058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2919061.250000 Penalty: 5034.300781
	Iteration 33Q: 3 clusters Score -2919061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2919059.000000 Penalty: 5034.300781
	Iteration 34Q: 3 clusters Score -2919059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2919057.750000 Penalty: 5034.300781
	Iteration 35Q: 3 clusters Score -2919058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2919071.000000 Penalty: 5034.300781
	Iteration 36Q: 3 clusters Score -2919071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2919063.500000 Penalty: 5034.300781
	Iteration 37Q: 3 clusters Score -2919064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2919068.750000 Penalty: 5034.300781
	Iteration 38Q: 3 clusters Score -2919069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2919072.500000 Penalty: 5034.300781
	Iteration 39Q: 3 clusters Score -2919072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2919062.000000 Penalty: 5034.300781
	Iteration 40F: 3 clusters Score -2919062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2919064.000000 Penalty: 5034.300781
	Iteration 41Q: 3 clusters Score -2919064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2919063.000000 Penalty: 5034.300781
	Iteration 42Q: 3 clusters Score -2919063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2919061.000000 Penalty: 5034.300781
	Iteration 43Q: 3 clusters Score -2919061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2919066.750000 Penalty: 5034.300781
	Iteration 44Q: 3 clusters Score -2919067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2919075.750000 Penalty: 5034.300781
	Iteration 45Q: 3 clusters Score -2919076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2919074.250000 Penalty: 5034.300781
	Iteration 46Q: 3 clusters Score -2919074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2919073.000000 Penalty: 5034.300781
	Iteration 47Q: 3 clusters Score -2919073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2919073.750000 Penalty: 5034.300781
	Iteration 48Q: 3 clusters Score -2919074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2919068.000000 Penalty: 5034.300781
	Iteration 49Q: 3 clusters Score -2919068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2919067.250000 Penalty: 5034.300781
	Iteration 50Q: 3 clusters Score -2919067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2919072.500000 Penalty: 5034.300781
	Iteration 51Q: 3 clusters Score -2919072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2919076.000000 Penalty: 5034.300781
	Iteration 52Q: 3 clusters Score -2919076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2919076.000000 Penalty: 5034.300781
	Iteration 53Q: 3 clusters Score -2919076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2919077.250000 Penalty: 5034.300781
	Iteration 54Q: 3 clusters Score -2919077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2919082.250000 Penalty: 5034.300781
	Iteration 55Q: 3 clusters Score -2919082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2919082.000000 Penalty: 5034.300781
	Iteration 56Q: 3 clusters Score -2919082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2919084.000000 Penalty: 5034.300781
	Iteration 57Q: 3 clusters Score -2919084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2919084.000000 Penalty: 5034.300781
	Iteration 58Q: 3 clusters Score -2919084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2919085.000000 Penalty: 5034.300781
	Iteration 59Q: 3 clusters Score -2919085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2919085.000000 Penalty: 5034.300781
	Iteration 60F: 3 clusters Score -2919085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 18826 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212291920.000000 Penalty: 366495.125000
Splitting cluster 15 changes total score from -212293536.000000 to -212291920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Entering Unmasked Estep 
Score: -682051.312500 Penalty: 2180.853516
	Iteration 0F: 2 clusters Score -682051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -676586.687500 Penalty: 4361.707031
	Iteration 0F: 3 clusters Score -676586.7 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -678585.500000 Penalty: 4361.707031
	Iteration 1F: 3 clusters Score -678585.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -679430.562500 Penalty: 4361.707031
	Iteration 2F: 3 clusters Score -679430.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -680008.312500 Penalty: 4361.707031
	Iteration 3F: 3 clusters Score -680008.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -680293.937500 Penalty: 4361.707031
	Iteration 4F: 3 clusters Score -680293.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -680437.250000 Penalty: 4361.707031
	Iteration 5Q: 3 clusters Score -680437.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -680541.500000 Penalty: 4361.707031
	Iteration 6Q: 3 clusters Score -680541.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -680628.062500 Penalty: 4361.707031
	Iteration 7Q: 3 clusters Score -680628.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -680697.875000 Penalty: 4361.707031
	Iteration 8Q: 3 clusters Score -680697.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -680748.062500 Penalty: 4361.707031
	Iteration 9Q: 3 clusters Score -680748.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -680774.812500 Penalty: 4361.707031
	Iteration 10Q: 3 clusters Score -680774.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -680797.312500 Penalty: 4361.707031
	Iteration 11Q: 3 clusters Score -680797.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -680819.625000 Penalty: 4361.707031
	Iteration 12Q: 3 clusters Score -680819.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -680837.000000 Penalty: 4361.707031
	Iteration 13Q: 3 clusters Score -680837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -680845.687500 Penalty: 4361.707031
	Iteration 14Q: 3 clusters Score -680845.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -680857.437500 Penalty: 4361.707031
	Iteration 15Q: 3 clusters Score -680857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -680859.812500 Penalty: 4361.707031
	Iteration 16Q: 3 clusters Score -680859.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -680863.062500 Penalty: 4361.707031
	Iteration 17Q: 3 clusters Score -680863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -680866.125000 Penalty: 4361.707031
	Iteration 18Q: 3 clusters Score -680866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -680867.562500 Penalty: 4361.707031
	Iteration 19Q: 3 clusters Score -680867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -680868.125000 Penalty: 4361.707031
	Iteration 20F: 3 clusters Score -680868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -680868.687500 Penalty: 4361.707031
	Iteration 21Q: 3 clusters Score -680868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -680868.500000 Penalty: 4361.707031
	Iteration 22Q: 3 clusters Score -680868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -680868.187500 Penalty: 4361.707031
	Iteration 23Q: 3 clusters Score -680868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -680868.187500 Penalty: 4361.707031
	Iteration 24F: 3 clusters Score -680868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Entering Unmasked Estep 
Score: -5985646.000000 Penalty: 2688.502930
	Iteration 0F: 2 clusters Score -5985646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -5951175.000000 Penalty: 5377.005859
	Iteration 0F: 3 clusters Score -5951175 nChanged 23644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5964108.000000 Penalty: 5377.005859
	Iteration 1F: 3 clusters Score -5964108 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -5964668.000000 Penalty: 5377.005859
	Iteration 2Q: 3 clusters Score -5964668 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5965193.000000 Penalty: 5377.005859
	Iteration 3Q: 3 clusters Score -5965193 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5965770.000000 Penalty: 5377.005859
	Iteration 4Q: 3 clusters Score -5965770 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -5966474.000000 Penalty: 5377.005859
	Iteration 5Q: 3 clusters Score -5966474 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -5967596.000000 Penalty: 5377.005859
	Iteration 6Q: 3 clusters Score -5967596 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5969389.000000 Penalty: 5377.005859
	Iteration 7F: 3 clusters Score -5969389 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5972276.000000 Penalty: 5377.005859
	Iteration 8F: 3 clusters Score -5972276 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5976116.000000 Penalty: 5377.005859
	Iteration 9F: 3 clusters Score -5976116 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -5979711.000000 Penalty: 5377.005859
	Iteration 10F: 3 clusters Score -5979711 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -5981861.000000 Penalty: 5377.005859
	Iteration 11Q: 3 clusters Score -5981861 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -5982673.000000 Penalty: 5377.005859
	Iteration 12Q: 3 clusters Score -5982673 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -5982992.500000 Penalty: 5377.005859
	Iteration 13Q: 3 clusters Score -5982992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -5983121.500000 Penalty: 5377.005859
	Iteration 14Q: 3 clusters Score -5983122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -5983169.000000 Penalty: 5377.005859
	Iteration 15Q: 3 clusters Score -5983169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -5983216.500000 Penalty: 5377.005859
	Iteration 16Q: 3 clusters Score -5983216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -5983244.500000 Penalty: 5377.005859
	Iteration 17Q: 3 clusters Score -5983244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -5983258.000000 Penalty: 5377.005859
	Iteration 18Q: 3 clusters Score -5983258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -5983278.000000 Penalty: 5377.005859
	Iteration 19Q: 3 clusters Score -5983278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -5983281.500000 Penalty: 5377.005859
	Iteration 20F: 3 clusters Score -5983282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -5983286.500000 Penalty: 5377.005859
	Iteration 21Q: 3 clusters Score -5983286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -5983299.000000 Penalty: 5377.005859
	Iteration 22Q: 3 clusters Score -5983299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -5983314.000000 Penalty: 5377.005859
	Iteration 23Q: 3 clusters Score -5983314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -5983309.000000 Penalty: 5377.005859
	Iteration 24Q: 3 clusters Score -5983309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -5983309.000000 Penalty: 5377.005859
	Iteration 25F: 3 clusters Score -5983309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -2205472.250000 Penalty: 2448.011963
	Iteration 0F: 2 clusters Score -2205472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2191771.500000 Penalty: 4896.023926
	Iteration 0F: 3 clusters Score -2191772 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2196407.500000 Penalty: 4896.023926
	Iteration 1F: 3 clusters Score -2196408 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2196784.250000 Penalty: 4896.023926
	Iteration 2F: 3 clusters Score -2196784 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2197089.750000 Penalty: 4896.023926
	Iteration 3Q: 3 clusters Score -2197090 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2197370.750000 Penalty: 4896.023926
	Iteration 4Q: 3 clusters Score -2197371 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2197682.750000 Penalty: 4896.023926
	Iteration 5Q: 3 clusters Score -2197683 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2198066.250000 Penalty: 4896.023926
	Iteration 6Q: 3 clusters Score -2198066 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2198731.000000 Penalty: 4896.023926
	Iteration 7F: 3 clusters Score -2198731 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2199753.500000 Penalty: 4896.023926
	Iteration 8F: 3 clusters Score -2199754 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2201102.500000 Penalty: 4896.023926
	Iteration 9F: 3 clusters Score -2201102 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2202331.750000 Penalty: 4896.023926
	Iteration 10F: 3 clusters Score -2202332 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2203201.500000 Penalty: 4896.023926
	Iteration 11F: 3 clusters Score -2203202 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2203759.500000 Penalty: 4896.023926
	Iteration 12Q: 3 clusters Score -2203760 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2204182.250000 Penalty: 4896.023926
	Iteration 13Q: 3 clusters Score -2204182 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2204435.000000 Penalty: 4896.023926
	Iteration 14Q: 3 clusters Score -2204435 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2204577.750000 Penalty: 4896.023926
	Iteration 15Q: 3 clusters Score -2204578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2204624.000000 Penalty: 4896.023926
	Iteration 16Q: 3 clusters Score -2204624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2204652.250000 Penalty: 4896.023926
	Iteration 17Q: 3 clusters Score -2204652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2204672.500000 Penalty: 4896.023926
	Iteration 18Q: 3 clusters Score -2204672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2204673.500000 Penalty: 4896.023926
	Iteration 19Q: 3 clusters Score -2204674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2204680.750000 Penalty: 4896.023926
	Iteration 20F: 3 clusters Score -2204681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2204680.500000 Penalty: 4896.023926
	Iteration 21Q: 3 clusters Score -2204680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2204685.000000 Penalty: 4896.023926
	Iteration 22Q: 3 clusters Score -2204685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2204685.000000 Penalty: 4896.023926
	Iteration 23Q: 3 clusters Score -2204685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2204690.000000 Penalty: 4896.023926
	Iteration 24Q: 3 clusters Score -2204690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2204688.000000 Penalty: 4896.023926
	Iteration 25Q: 3 clusters Score -2204688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2204694.250000 Penalty: 4896.023926
	Iteration 26Q: 3 clusters Score -2204694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2204692.250000 Penalty: 4896.023926
	Iteration 27Q: 3 clusters Score -2204692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2204694.250000 Penalty: 4896.023926
	Iteration 28Q: 3 clusters Score -2204694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2204695.000000 Penalty: 4896.023926
	Iteration 29Q: 3 clusters Score -2204695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2204696.500000 Penalty: 4896.023926
	Iteration 30Q: 3 clusters Score -2204696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2204700.750000 Penalty: 4896.023926
	Iteration 31Q: 3 clusters Score -2204701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2204706.250000 Penalty: 4896.023926
	Iteration 32Q: 3 clusters Score -2204706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2204711.000000 Penalty: 4896.023926
	Iteration 33Q: 3 clusters Score -2204711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2204717.250000 Penalty: 4896.023926
	Iteration 34Q: 3 clusters Score -2204717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2204723.000000 Penalty: 4896.023926
	Iteration 35Q: 3 clusters Score -2204723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2204719.750000 Penalty: 4896.023926
	Iteration 36Q: 3 clusters Score -2204720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2204720.500000 Penalty: 4896.023926
	Iteration 37Q: 3 clusters Score -2204720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2204725.750000 Penalty: 4896.023926
	Iteration 38Q: 3 clusters Score -2204726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2204724.750000 Penalty: 4896.023926
	Iteration 39Q: 3 clusters Score -2204725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2204724.750000 Penalty: 4896.023926
	Iteration 40F: 3 clusters Score -2204725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2204726.500000 Penalty: 4896.023926
	Iteration 41Q: 3 clusters Score -2204726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2204726.000000 Penalty: 4896.023926
	Iteration 42Q: 3 clusters Score -2204726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2204725.000000 Penalty: 4896.023926
	Iteration 43Q: 3 clusters Score -2204725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2204726.000000 Penalty: 4896.023926
	Iteration 44Q: 3 clusters Score -2204726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2204726.750000 Penalty: 4896.023926
	Iteration 45Q: 3 clusters Score -2204727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2204727.250000 Penalty: 4896.023926
	Iteration 46Q: 3 clusters Score -2204727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2204727.250000 Penalty: 4896.023926
	Iteration 47F: 3 clusters Score -2204727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Entering Unmasked Estep 
Score: -971027.000000 Penalty: 2268.951172
	Iteration 0F: 2 clusters Score -971027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -963743.750000 Penalty: 4537.902344
	Iteration 0F: 3 clusters Score -963743.8 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -965920.312500 Penalty: 4537.902344
	Iteration 1F: 3 clusters Score -965920.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -966320.375000 Penalty: 4537.902344
	Iteration 2F: 3 clusters Score -966320.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -966701.750000 Penalty: 4537.902344
	Iteration 3F: 3 clusters Score -966701.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -967103.937500 Penalty: 4537.902344
	Iteration 4F: 3 clusters Score -967103.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -967575.562500 Penalty: 4537.902344
	Iteration 5F: 3 clusters Score -967575.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -968045.937500 Penalty: 4537.902344
	Iteration 6F: 3 clusters Score -968045.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -968518.312500 Penalty: 4537.902344
	Iteration 7F: 3 clusters Score -968518.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -968921.750000 Penalty: 4537.902344
	Iteration 8F: 3 clusters Score -968921.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -969315.375000 Penalty: 4537.902344
	Iteration 9Q: 3 clusters Score -969315.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -969653.250000 Penalty: 4537.902344
	Iteration 10Q: 3 clusters Score -969653.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -969945.375000 Penalty: 4537.902344
	Iteration 11Q: 3 clusters Score -969945.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -970146.625000 Penalty: 4537.902344
	Iteration 12Q: 3 clusters Score -970146.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -970281.312500 Penalty: 4537.902344
	Iteration 13Q: 3 clusters Score -970281.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -970366.062500 Penalty: 4537.902344
	Iteration 14Q: 3 clusters Score -970366.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -970414.062500 Penalty: 4537.902344
	Iteration 15Q: 3 clusters Score -970414.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -970452.750000 Penalty: 4537.902344
	Iteration 16Q: 3 clusters Score -970452.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -970485.375000 Penalty: 4537.902344
	Iteration 17Q: 3 clusters Score -970485.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -970505.437500 Penalty: 4537.902344
	Iteration 18Q: 3 clusters Score -970505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -970515.500000 Penalty: 4537.902344
	Iteration 19Q: 3 clusters Score -970515.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -970524.187500 Penalty: 4537.902344
	Iteration 20F: 3 clusters Score -970524.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -970529.375000 Penalty: 4537.902344
	Iteration 21Q: 3 clusters Score -970529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -970533.937500 Penalty: 4537.902344
	Iteration 22Q: 3 clusters Score -970533.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -970536.500000 Penalty: 4537.902344
	Iteration 23Q: 3 clusters Score -970536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -970539.000000 Penalty: 4537.902344
	Iteration 24Q: 3 clusters Score -970539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -970540.812500 Penalty: 4537.902344
	Iteration 25Q: 3 clusters Score -970540.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -970543.937500 Penalty: 4537.902344
	Iteration 26Q: 3 clusters Score -970543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -970546.375000 Penalty: 4537.902344
	Iteration 27Q: 3 clusters Score -970546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -970547.250000 Penalty: 4537.902344
	Iteration 28Q: 3 clusters Score -970547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -970548.750000 Penalty: 4537.902344
	Iteration 29Q: 3 clusters Score -970548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -970550.750000 Penalty: 4537.902344
	Iteration 30Q: 3 clusters Score -970550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -970551.375000 Penalty: 4537.902344
	Iteration 31Q: 3 clusters Score -970551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -970550.687500 Penalty: 4537.902344
	Iteration 32Q: 3 clusters Score -970550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -970550.687500 Penalty: 4537.902344
	Iteration 33F: 3 clusters Score -970550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -645146.500000 Penalty: 2145.627441
	Iteration 0F: 2 clusters Score -645146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -640206.062500 Penalty: 4291.254883
	Iteration 0F: 3 clusters Score -640206.1 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -641463.750000 Penalty: 4291.254883
	Iteration 1F: 3 clusters Score -641463.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -641685.062500 Penalty: 4291.254883
	Iteration 2F: 3 clusters Score -641685.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -641820.937500 Penalty: 4291.254883
	Iteration 3Q: 3 clusters Score -641820.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -641915.687500 Penalty: 4291.254883
	Iteration 4Q: 3 clusters Score -641915.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -641990.125000 Penalty: 4291.254883
	Iteration 5Q: 3 clusters Score -641990.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -642055.437500 Penalty: 4291.254883
	Iteration 6Q: 3 clusters Score -642055.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -642127.937500 Penalty: 4291.254883
	Iteration 7Q: 3 clusters Score -642127.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -642219.125000 Penalty: 4291.254883
	Iteration 8Q: 3 clusters Score -642219.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -642308.500000 Penalty: 4291.254883
	Iteration 9Q: 3 clusters Score -642308.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -642399.062500 Penalty: 4291.254883
	Iteration 10Q: 3 clusters Score -642399.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -642501.562500 Penalty: 4291.254883
	Iteration 11Q: 3 clusters Score -642501.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -642626.250000 Penalty: 4291.254883
	Iteration 12Q: 3 clusters Score -642626.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -642772.500000 Penalty: 4291.254883
	Iteration 13Q: 3 clusters Score -642772.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -642911.312500 Penalty: 4291.254883
	Iteration 14Q: 3 clusters Score -642911.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -643032.125000 Penalty: 4291.254883
	Iteration 15Q: 3 clusters Score -643032.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -643125.562500 Penalty: 4291.254883
	Iteration 16Q: 3 clusters Score -643125.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -643177.375000 Penalty: 4291.254883
	Iteration 17Q: 3 clusters Score -643177.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -643219.937500 Penalty: 4291.254883
	Iteration 18Q: 3 clusters Score -643219.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -643250.062500 Penalty: 4291.254883
	Iteration 19Q: 3 clusters Score -643250.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -643284.500000 Penalty: 4291.254883
	Iteration 20F: 3 clusters Score -643284.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -643308.500000 Penalty: 4291.254883
	Iteration 21Q: 3 clusters Score -643308.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -643331.062500 Penalty: 4291.254883
	Iteration 22Q: 3 clusters Score -643331.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -643347.500000 Penalty: 4291.254883
	Iteration 23Q: 3 clusters Score -643347.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -643366.000000 Penalty: 4291.254883
	Iteration 24Q: 3 clusters Score -643366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -643379.187500 Penalty: 4291.254883
	Iteration 25Q: 3 clusters Score -643379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -643384.625000 Penalty: 4291.254883
	Iteration 26Q: 3 clusters Score -643384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -643386.562500 Penalty: 4291.254883
	Iteration 27Q: 3 clusters Score -643386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -643391.562500 Penalty: 4291.254883
	Iteration 28Q: 3 clusters Score -643391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -643392.312500 Penalty: 4291.254883
	Iteration 29Q: 3 clusters Score -643392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -643395.625000 Penalty: 4291.254883
	Iteration 30Q: 3 clusters Score -643395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -643396.375000 Penalty: 4291.254883
	Iteration 31Q: 3 clusters Score -643396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -643395.562500 Penalty: 4291.254883
	Iteration 32Q: 3 clusters Score -643395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -643395.562500 Penalty: 4291.254883
	Iteration 33F: 3 clusters Score -643395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Entering Unmasked Estep 
Score: -1769098.375000 Penalty: 2390.682129
	Iteration 0F: 2 clusters Score -1769098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1758027.625000 Penalty: 4781.364258
	Iteration 0F: 3 clusters Score -1758028 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1761738.625000 Penalty: 4781.364258
	Iteration 1F: 3 clusters Score -1761739 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1762203.875000 Penalty: 4781.364258
	Iteration 2F: 3 clusters Score -1762204 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1762624.875000 Penalty: 4781.364258
	Iteration 3F: 3 clusters Score -1762625 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1762990.875000 Penalty: 4781.364258
	Iteration 4Q: 3 clusters Score -1762991 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1763371.375000 Penalty: 4781.364258
	Iteration 5Q: 3 clusters Score -1763371 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1763761.375000 Penalty: 4781.364258
	Iteration 6Q: 3 clusters Score -1763761 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1764179.750000 Penalty: 4781.364258
	Iteration 7Q: 3 clusters Score -1764180 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1764585.625000 Penalty: 4781.364258
	Iteration 8Q: 3 clusters Score -1764586 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1764935.875000 Penalty: 4781.364258
	Iteration 9Q: 3 clusters Score -1764936 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1765218.375000 Penalty: 4781.364258
	Iteration 10Q: 3 clusters Score -1765218 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1765441.750000 Penalty: 4781.364258
	Iteration 11Q: 3 clusters Score -1765442 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1765637.750000 Penalty: 4781.364258
	Iteration 12Q: 3 clusters Score -1765638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1765773.250000 Penalty: 4781.364258
	Iteration 13Q: 3 clusters Score -1765773 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1765877.250000 Penalty: 4781.364258
	Iteration 14Q: 3 clusters Score -1765877 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1765964.625000 Penalty: 4781.364258
	Iteration 15Q: 3 clusters Score -1765965 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1766054.250000 Penalty: 4781.364258
	Iteration 16Q: 3 clusters Score -1766054 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1766140.125000 Penalty: 4781.364258
	Iteration 17Q: 3 clusters Score -1766140 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1766229.000000 Penalty: 4781.364258
	Iteration 18Q: 3 clusters Score -1766229 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1766316.000000 Penalty: 4781.364258
	Iteration 19Q: 3 clusters Score -1766316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1766408.875000 Penalty: 4781.364258
	Iteration 20F: 3 clusters Score -1766409 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1766484.375000 Penalty: 4781.364258
	Iteration 21Q: 3 clusters Score -1766484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1766557.250000 Penalty: 4781.364258
	Iteration 22Q: 3 clusters Score -1766557 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1766634.375000 Penalty: 4781.364258
	Iteration 23Q: 3 clusters Score -1766634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1766696.125000 Penalty: 4781.364258
	Iteration 24Q: 3 clusters Score -1766696 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1766745.750000 Penalty: 4781.364258
	Iteration 25Q: 3 clusters Score -1766746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1766788.000000 Penalty: 4781.364258
	Iteration 26Q: 3 clusters Score -1766788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1766823.375000 Penalty: 4781.364258
	Iteration 27Q: 3 clusters Score -1766823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1766847.750000 Penalty: 4781.364258
	Iteration 28Q: 3 clusters Score -1766848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1766879.875000 Penalty: 4781.364258
	Iteration 29Q: 3 clusters Score -1766880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1766913.625000 Penalty: 4781.364258
	Iteration 30Q: 3 clusters Score -1766914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1766940.625000 Penalty: 4781.364258
	Iteration 31Q: 3 clusters Score -1766941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1766961.500000 Penalty: 4781.364258
	Iteration 32Q: 3 clusters Score -1766962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1766981.500000 Penalty: 4781.364258
	Iteration 33Q: 3 clusters Score -1766982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1766993.625000 Penalty: 4781.364258
	Iteration 34Q: 3 clusters Score -1766994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1767009.375000 Penalty: 4781.364258
	Iteration 35Q: 3 clusters Score -1767009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1767031.750000 Penalty: 4781.364258
	Iteration 36Q: 3 clusters Score -1767032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1767047.125000 Penalty: 4781.364258
	Iteration 37Q: 3 clusters Score -1767047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1767057.000000 Penalty: 4781.364258
	Iteration 38Q: 3 clusters Score -1767057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1767064.250000 Penalty: 4781.364258
	Iteration 39Q: 3 clusters Score -1767064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1767072.875000 Penalty: 4781.364258
	Iteration 40F: 3 clusters Score -1767073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1767077.375000 Penalty: 4781.364258
	Iteration 41Q: 3 clusters Score -1767077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1767079.250000 Penalty: 4781.364258
	Iteration 42Q: 3 clusters Score -1767079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1767080.125000 Penalty: 4781.364258
	Iteration 43Q: 3 clusters Score -1767080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1767080.375000 Penalty: 4781.364258
	Iteration 44Q: 3 clusters Score -1767080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1767083.000000 Penalty: 4781.364258
	Iteration 45Q: 3 clusters Score -1767083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1767083.000000 Penalty: 4781.364258
	Iteration 46F: 3 clusters Score -1767083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Entering Unmasked Estep 
Score: -9711994.000000 Penalty: 2814.778320
	Iteration 0F: 2 clusters Score -9711994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -9655239.000000 Penalty: 5629.556641
	Iteration 0F: 3 clusters Score -9655239 nChanged 39929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -9677736.000000 Penalty: 5629.556641
	Iteration 1F: 3 clusters Score -9677736 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -9678508.000000 Penalty: 5629.556641
	Iteration 2Q: 3 clusters Score -9678508 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -9679231.000000 Penalty: 5629.556641
	Iteration 3Q: 3 clusters Score -9679231 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -9680164.000000 Penalty: 5629.556641
	Iteration 4Q: 3 clusters Score -9680164 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -9681447.000000 Penalty: 5629.556641
	Iteration 5Q: 3 clusters Score -9681447 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -9683281.000000 Penalty: 5629.556641
	Iteration 6Q: 3 clusters Score -9683281 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -9685749.000000 Penalty: 5629.556641
	Iteration 7F: 3 clusters Score -9685749 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -9689016.000000 Penalty: 5629.556641
	Iteration 8F: 3 clusters Score -9689016 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -9692671.000000 Penalty: 5629.556641
	Iteration 9F: 3 clusters Score -9692671 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -9696312.000000 Penalty: 5629.556641
	Iteration 10F: 3 clusters Score -9696312 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -9699779.000000 Penalty: 5629.556641
	Iteration 11F: 3 clusters Score -9699779 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -9702474.000000 Penalty: 5629.556641
	Iteration 12Q: 3 clusters Score -9702474 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -9704570.000000 Penalty: 5629.556641
	Iteration 13Q: 3 clusters Score -9704570 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -9706211.000000 Penalty: 5629.556641
	Iteration 14Q: 3 clusters Score -9706211 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -9707470.000000 Penalty: 5629.556641
	Iteration 15Q: 3 clusters Score -9707470 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -9708302.000000 Penalty: 5629.556641
	Iteration 16Q: 3 clusters Score -9708302 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -9708803.000000 Penalty: 5629.556641
	Iteration 17Q: 3 clusters Score -9708803 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -9709149.000000 Penalty: 5629.556641
	Iteration 18Q: 3 clusters Score -9709149 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -9709401.000000 Penalty: 5629.556641
	Iteration 19Q: 3 clusters Score -9709401 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -9709562.000000 Penalty: 5629.556641
	Iteration 20F: 3 clusters Score -9709562 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -9709721.000000 Penalty: 5629.556641
	Iteration 21Q: 3 clusters Score -9709721 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -9709807.000000 Penalty: 5629.556641
	Iteration 22Q: 3 clusters Score -9709807 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -9709904.000000 Penalty: 5629.556641
	Iteration 23Q: 3 clusters Score -9709904 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -9709958.000000 Penalty: 5629.556641
	Iteration 24Q: 3 clusters Score -9709958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -9709984.000000 Penalty: 5629.556641
	Iteration 25Q: 3 clusters Score -9709984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9710013.000000 Penalty: 5629.556641
	Iteration 26Q: 3 clusters Score -9710013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9710046.000000 Penalty: 5629.556641
	Iteration 27Q: 3 clusters Score -9710046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9710085.000000 Penalty: 5629.556641
	Iteration 28Q: 3 clusters Score -9710085 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9710116.000000 Penalty: 5629.556641
	Iteration 29Q: 3 clusters Score -9710116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9710142.000000 Penalty: 5629.556641
	Iteration 30Q: 3 clusters Score -9710142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -9710160.000000 Penalty: 5629.556641
	Iteration 31Q: 3 clusters Score -9710160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -9710175.000000 Penalty: 5629.556641
	Iteration 32Q: 3 clusters Score -9710175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9710189.000000 Penalty: 5629.556641
	Iteration 33Q: 3 clusters Score -9710189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9710209.000000 Penalty: 5629.556641
	Iteration 34Q: 3 clusters Score -9710209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9710220.000000 Penalty: 5629.556641
	Iteration 35Q: 3 clusters Score -9710220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9710233.000000 Penalty: 5629.556641
	Iteration 36Q: 3 clusters Score -9710233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9710253.000000 Penalty: 5629.556641
	Iteration 37Q: 3 clusters Score -9710253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9710269.000000 Penalty: 5629.556641
	Iteration 38Q: 3 clusters Score -9710269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9710275.000000 Penalty: 5629.556641
	Iteration 39Q: 3 clusters Score -9710275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9710269.000000 Penalty: 5629.556641
	Iteration 40F: 3 clusters Score -9710269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9710281.000000 Penalty: 5629.556641
	Iteration 41Q: 3 clusters Score -9710281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9710282.000000 Penalty: 5629.556641
	Iteration 42Q: 3 clusters Score -9710282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9710279.000000 Penalty: 5629.556641
	Iteration 43Q: 3 clusters Score -9710279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9710291.000000 Penalty: 5629.556641
	Iteration 44Q: 3 clusters Score -9710291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9710288.000000 Penalty: 5629.556641
	Iteration 45Q: 3 clusters Score -9710288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9710282.000000 Penalty: 5629.556641
	Iteration 46Q: 3 clusters Score -9710282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9710279.000000 Penalty: 5629.556641
	Iteration 47Q: 3 clusters Score -9710279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9710276.000000 Penalty: 5629.556641
	Iteration 48Q: 3 clusters Score -9710276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9710293.000000 Penalty: 5629.556641
	Iteration 49Q: 3 clusters Score -9710293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9710288.000000 Penalty: 5629.556641
	Iteration 50Q: 3 clusters Score -9710288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9710289.000000 Penalty: 5629.556641
	Iteration 51Q: 3 clusters Score -9710289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9710298.000000 Penalty: 5629.556641
	Iteration 52Q: 3 clusters Score -9710298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9710299.000000 Penalty: 5629.556641
	Iteration 53Q: 3 clusters Score -9710299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -9710298.000000 Penalty: 5629.556641
	Iteration 54Q: 3 clusters Score -9710298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -9710308.000000 Penalty: 5629.556641
	Iteration 55Q: 3 clusters Score -9710308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9710296.000000 Penalty: 5629.556641
	Iteration 56Q: 3 clusters Score -9710296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -9710305.000000 Penalty: 5629.556641
	Iteration 57Q: 3 clusters Score -9710305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9710299.000000 Penalty: 5629.556641
	Iteration 58Q: 3 clusters Score -9710299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -9710296.000000 Penalty: 5629.556641
	Iteration 59Q: 3 clusters Score -9710296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9710299.000000 Penalty: 5629.556641
	Iteration 60F: 3 clusters Score -9710299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9710308.000000 Penalty: 5629.556641
	Iteration 61Q: 3 clusters Score -9710308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9710314.000000 Penalty: 5629.556641
	Iteration 62Q: 3 clusters Score -9710314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9710307.000000 Penalty: 5629.556641
	Iteration 63Q: 3 clusters Score -9710307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9710308.000000 Penalty: 5629.556641
	Iteration 64Q: 3 clusters Score -9710308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9710309.000000 Penalty: 5629.556641
	Iteration 65Q: 3 clusters Score -9710309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9710316.000000 Penalty: 5629.556641
	Iteration 66Q: 3 clusters Score -9710316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9710308.000000 Penalty: 5629.556641
	Iteration 67Q: 3 clusters Score -9710308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9710308.000000 Penalty: 5629.556641
	Iteration 68Q: 3 clusters Score -9710308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9710309.000000 Penalty: 5629.556641
	Iteration 69Q: 3 clusters Score -9710309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9710309.000000 Penalty: 5629.556641
	Iteration 70Q: 3 clusters Score -9710309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9710314.000000 Penalty: 5629.556641
	Iteration 71Q: 3 clusters Score -9710314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9710313.000000 Penalty: 5629.556641
	Iteration 72Q: 3 clusters Score -9710313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9710321.000000 Penalty: 5629.556641
	Iteration 73Q: 3 clusters Score -9710321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9710323.000000 Penalty: 5629.556641
	Iteration 74Q: 3 clusters Score -9710323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9710310.000000 Penalty: 5629.556641
	Iteration 75Q: 3 clusters Score -9710310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9710315.000000 Penalty: 5629.556641
	Iteration 76Q: 3 clusters Score -9710315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9710315.000000 Penalty: 5629.556641
	Iteration 77Q: 3 clusters Score -9710315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9710313.000000 Penalty: 5629.556641
	Iteration 78Q: 3 clusters Score -9710313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9710311.000000 Penalty: 5629.556641
	Iteration 79Q: 3 clusters Score -9710311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9710311.000000 Penalty: 5629.556641
	Iteration 80F: 3 clusters Score -9710311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9710311.000000 Penalty: 5629.556641
	Iteration 81Q: 3 clusters Score -9710311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9710315.000000 Penalty: 5629.556641
	Iteration 82Q: 3 clusters Score -9710315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9710315.000000 Penalty: 5629.556641
	Iteration 83F: 3 clusters Score -9710315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Entering Unmasked Estep 
Score: -1386175.250000 Penalty: 2343.986816
	Iteration 0F: 2 clusters Score -1386175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1376778.000000 Penalty: 4687.973633
	Iteration 0F: 3 clusters Score -1376778 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1379833.375000 Penalty: 4687.973633
	Iteration 1F: 3 clusters Score -1379833 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1380371.875000 Penalty: 4687.973633
	Iteration 2F: 3 clusters Score -1380372 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1380885.875000 Penalty: 4687.973633
	Iteration 3F: 3 clusters Score -1380886 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1381360.875000 Penalty: 4687.973633
	Iteration 4F: 3 clusters Score -1381361 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1381824.000000 Penalty: 4687.973633
	Iteration 5F: 3 clusters Score -1381824 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1382289.250000 Penalty: 4687.973633
	Iteration 6F: 3 clusters Score -1382289 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1382721.375000 Penalty: 4687.973633
	Iteration 7Q: 3 clusters Score -1382721 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1383113.375000 Penalty: 4687.973633
	Iteration 8Q: 3 clusters Score -1383113 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1383427.500000 Penalty: 4687.973633
	Iteration 9Q: 3 clusters Score -1383428 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1383684.125000 Penalty: 4687.973633
	Iteration 10Q: 3 clusters Score -1383684 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1383898.500000 Penalty: 4687.973633
	Iteration 11Q: 3 clusters Score -1383898 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1384099.250000 Penalty: 4687.973633
	Iteration 12Q: 3 clusters Score -1384099 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1384305.750000 Penalty: 4687.973633
	Iteration 13Q: 3 clusters Score -1384306 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1384522.000000 Penalty: 4687.973633
	Iteration 14Q: 3 clusters Score -1384522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1384675.250000 Penalty: 4687.973633
	Iteration 15Q: 3 clusters Score -1384675 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1384777.000000 Penalty: 4687.973633
	Iteration 16Q: 3 clusters Score -1384777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1384831.875000 Penalty: 4687.973633
	Iteration 17Q: 3 clusters Score -1384832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1384865.125000 Penalty: 4687.973633
	Iteration 18Q: 3 clusters Score -1384865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1384894.375000 Penalty: 4687.973633
	Iteration 19Q: 3 clusters Score -1384894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1384913.750000 Penalty: 4687.973633
	Iteration 20F: 3 clusters Score -1384914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1384928.750000 Penalty: 4687.973633
	Iteration 21Q: 3 clusters Score -1384929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1384948.500000 Penalty: 4687.973633
	Iteration 22Q: 3 clusters Score -1384948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1384958.750000 Penalty: 4687.973633
	Iteration 23Q: 3 clusters Score -1384959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1384969.750000 Penalty: 4687.973633
	Iteration 24Q: 3 clusters Score -1384970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1384979.875000 Penalty: 4687.973633
	Iteration 25Q: 3 clusters Score -1384980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1384995.375000 Penalty: 4687.973633
	Iteration 26Q: 3 clusters Score -1384995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1385011.000000 Penalty: 4687.973633
	Iteration 27Q: 3 clusters Score -1385011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1385022.250000 Penalty: 4687.973633
	Iteration 28Q: 3 clusters Score -1385022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1385046.375000 Penalty: 4687.973633
	Iteration 29Q: 3 clusters Score -1385046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1385058.625000 Penalty: 4687.973633
	Iteration 30Q: 3 clusters Score -1385059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1385066.500000 Penalty: 4687.973633
	Iteration 31Q: 3 clusters Score -1385066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1385068.875000 Penalty: 4687.973633
	Iteration 32Q: 3 clusters Score -1385069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1385070.750000 Penalty: 4687.973633
	Iteration 33Q: 3 clusters Score -1385071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1385080.500000 Penalty: 4687.973633
	Iteration 34Q: 3 clusters Score -1385080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1385086.500000 Penalty: 4687.973633
	Iteration 35Q: 3 clusters Score -1385086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1385092.125000 Penalty: 4687.973633
	Iteration 36Q: 3 clusters Score -1385092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1385107.375000 Penalty: 4687.973633
	Iteration 37Q: 3 clusters Score -1385107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1385116.750000 Penalty: 4687.973633
	Iteration 38Q: 3 clusters Score -1385117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1385125.375000 Penalty: 4687.973633
	Iteration 39Q: 3 clusters Score -1385125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1385128.250000 Penalty: 4687.973633
	Iteration 40F: 3 clusters Score -1385128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1385127.875000 Penalty: 4687.973633
	Iteration 41Q: 3 clusters Score -1385128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1385130.750000 Penalty: 4687.973633
	Iteration 42Q: 3 clusters Score -1385131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1385132.250000 Penalty: 4687.973633
	Iteration 43Q: 3 clusters Score -1385132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1385132.000000 Penalty: 4687.973633
	Iteration 44Q: 3 clusters Score -1385132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1385132.000000 Penalty: 4687.973633
	Iteration 45F: 3 clusters Score -1385132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -106407.890625 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -106407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104547.140625 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -104547.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105096.804688 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -105096.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -105384.273438 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -105384.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105520.304688 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -105520.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -105627.843750 Penalty: 3438.494141
	Iteration 4F: 3 clusters Score -105627.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105692.390625 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -105692.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105751.984375 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -105752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105816.789062 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -105816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105858.062500 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -105858.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105917.734375 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -105917.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -106029.476562 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -106029.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106077.867188 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -106077.9 nChanged 7
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: -106099.531250 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -106099.5 nChanged 4
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: -106116.687500 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -106116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106136.703125 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -106136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106155.179688 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -106155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -106200.796875 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -106200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -106234.656250 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -106234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106265.265625 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -106265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -106303.921875 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -106303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -106379.601562 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -106379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -106455.328125 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -106455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106541.375000 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -106541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106598.109375 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -106598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -106631.031250 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -106631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -106682.875000 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -106682.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -106772.171875 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -106772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -106845.156250 Penalty: 3438.494141
	Iteration 27Q: 3 clusters Score -106845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -106919.898438 Penalty: 3438.494141
	Iteration 28Q: 3 clusters Score -106919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -106973.210938 Penalty: 3438.494141
	Iteration 29Q: 3 clusters Score -106973.2 nChanged 4
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: -107027.609375 Penalty: 3438.494141
	Iteration 30Q: 3 clusters Score -107027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -107127.445312 Penalty: 3438.494141
	Iteration 31Q: 3 clusters Score -107127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107285.093750 Penalty: 3438.494141
	Iteration 32Q: 3 clusters Score -107285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107409.867188 Penalty: 3438.494141
	Iteration 33Q: 3 clusters Score -107409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107411.335938 Penalty: 3438.494141
	Iteration 34F: 3 clusters Score -107411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107414.078125 Penalty: 3438.494141
	Iteration 35Q: 3 clusters Score -107414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107414.078125 Penalty: 3438.494141
	Iteration 36F: 3 clusters Score -107414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 740 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292512.000000 Penalty: 366495.125000
Splitting cluster 24 changes total score from -212293536.000000 to -212292512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (33745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Entering Unmasked Estep 
Score: -3877556.750000 Penalty: 2585.793701
	Iteration 0F: 2 clusters Score -3877557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3854545.500000 Penalty: 5171.587402
	Iteration 0F: 3 clusters Score -3854546 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3862817.250000 Penalty: 5171.587402
	Iteration 1F: 3 clusters Score -3862817 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3863340.500000 Penalty: 5171.587402
	Iteration 2Q: 3 clusters Score -3863340 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3863920.500000 Penalty: 5171.587402
	Iteration 3Q: 3 clusters Score -3863920 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3864618.250000 Penalty: 5171.587402
	Iteration 4Q: 3 clusters Score -3864618 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3865567.500000 Penalty: 5171.587402
	Iteration 5F: 3 clusters Score -3865568 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3866750.250000 Penalty: 5171.587402
	Iteration 6F: 3 clusters Score -3866750 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3867850.000000 Penalty: 5171.587402
	Iteration 7F: 3 clusters Score -3867850 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3868756.750000 Penalty: 5171.587402
	Iteration 8F: 3 clusters Score -3868757 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3869433.500000 Penalty: 5171.587402
	Iteration 9Q: 3 clusters Score -3869434 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3869885.000000 Penalty: 5171.587402
	Iteration 10Q: 3 clusters Score -3869885 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3870203.000000 Penalty: 5171.587402
	Iteration 11Q: 3 clusters Score -3870203 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3870428.250000 Penalty: 5171.587402
	Iteration 12Q: 3 clusters Score -3870428 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3870627.750000 Penalty: 5171.587402
	Iteration 13Q: 3 clusters Score -3870628 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3870840.250000 Penalty: 5171.587402
	Iteration 14Q: 3 clusters Score -3870840 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3871072.000000 Penalty: 5171.587402
	Iteration 15Q: 3 clusters Score -3871072 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3871309.000000 Penalty: 5171.587402
	Iteration 16Q: 3 clusters Score -3871309 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3871629.500000 Penalty: 5171.587402
	Iteration 17Q: 3 clusters Score -3871630 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3871935.500000 Penalty: 5171.587402
	Iteration 18Q: 3 clusters Score -3871936 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3872355.000000 Penalty: 5171.587402
	Iteration 19Q: 3 clusters Score -3872355 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3872821.250000 Penalty: 5171.587402
	Iteration 20F: 3 clusters Score -3872821 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -3873252.250000 Penalty: 5171.587402
	Iteration 21Q: 3 clusters Score -3873252 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3873750.750000 Penalty: 5171.587402
	Iteration 22Q: 3 clusters Score -3873751 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3874159.250000 Penalty: 5171.587402
	Iteration 23Q: 3 clusters Score -3874159 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3874497.500000 Penalty: 5171.587402
	Iteration 24Q: 3 clusters Score -3874498 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3874734.000000 Penalty: 5171.587402
	Iteration 25Q: 3 clusters Score -3874734 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3874910.000000 Penalty: 5171.587402
	Iteration 26Q: 3 clusters Score -3874910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3875027.500000 Penalty: 5171.587402
	Iteration 27Q: 3 clusters Score -3875028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3875124.500000 Penalty: 5171.587402
	Iteration 28Q: 3 clusters Score -3875124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3875184.250000 Penalty: 5171.587402
	Iteration 29Q: 3 clusters Score -3875184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3875219.500000 Penalty: 5171.587402
	Iteration 30Q: 3 clusters Score -3875220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3875261.250000 Penalty: 5171.587402
	Iteration 31Q: 3 clusters Score -3875261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -3875288.250000 Penalty: 5171.587402
	Iteration 32Q: 3 clusters Score -3875288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -3875304.000000 Penalty: 5171.587402
	Iteration 33Q: 3 clusters Score -3875304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -3875301.500000 Penalty: 5171.587402
	Iteration 34Q: 3 clusters Score -3875302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3875308.750000 Penalty: 5171.587402
	Iteration 35Q: 3 clusters Score -3875309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3875309.250000 Penalty: 5171.587402
	Iteration 36Q: 3 clusters Score -3875309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3875314.750000 Penalty: 5171.587402
	Iteration 37Q: 3 clusters Score -3875315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3875317.750000 Penalty: 5171.587402
	Iteration 38Q: 3 clusters Score -3875318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3875316.750000 Penalty: 5171.587402
	Iteration 39Q: 3 clusters Score -3875317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3875316.500000 Penalty: 5171.587402
	Iteration 40F: 3 clusters Score -3875316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3875315.000000 Penalty: 5171.587402
	Iteration 41Q: 3 clusters Score -3875315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -3875313.500000 Penalty: 5171.587402
	Iteration 42Q: 3 clusters Score -3875314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -3875317.500000 Penalty: 5171.587402
	Iteration 43Q: 3 clusters Score -3875318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3875320.000000 Penalty: 5171.587402
	Iteration 44Q: 3 clusters Score -3875320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -3875324.250000 Penalty: 5171.587402
	Iteration 45Q: 3 clusters Score -3875324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3875329.000000 Penalty: 5171.587402
	Iteration 46Q: 3 clusters Score -3875329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3875331.000000 Penalty: 5171.587402
	Iteration 47Q: 3 clusters Score -3875331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3875329.500000 Penalty: 5171.587402
	Iteration 48Q: 3 clusters Score -3875330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3875330.750000 Penalty: 5171.587402
	Iteration 49Q: 3 clusters Score -3875331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3875330.750000 Penalty: 5171.587402
	Iteration 50Q: 3 clusters Score -3875331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3875330.750000 Penalty: 5171.587402
	Iteration 51F: 3 clusters Score -3875331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -89155.648438 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -89155.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87250.609375 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -87250.61 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87586.921875 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -87586.92 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87752.296875 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -87752.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87829.367188 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -87829.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87907.273438 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -87907.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -87965.554688 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -87965.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88011.359375 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -88011.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88055.656250 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -88055.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88075.984375 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -88075.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88089.781250 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -88089.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -88101.132812 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -88101.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -88111.929688 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -88111.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88114.757812 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -88114.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88115.429688 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -88115.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88116.796875 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -88116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88117.390625 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -88117.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88123.195312 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -88123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88126.390625 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -88126.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88132.515625 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -88132.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88146.671875 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -88146.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -88157.179688 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -88157.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88161.835938 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -88161.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88165.734375 Penalty: 3434.119873
	Iteration 22Q: 3 clusters Score -88165.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -88166.304688 Penalty: 3434.119873
	Iteration 23Q: 3 clusters Score -88166.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -88166.304688 Penalty: 3434.119873
	Iteration 24F: 3 clusters Score -88166.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -497556.406250 Penalty: 2090.883545
	Iteration 0F: 2 clusters Score -497556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -493305.125000 Penalty: 4181.767090
	Iteration 0F: 3 clusters Score -493305.1 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -494650.375000 Penalty: 4181.767090
	Iteration 1F: 3 clusters Score -494650.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -495254.812500 Penalty: 4181.767090
	Iteration 2F: 3 clusters Score -495254.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -495664.781250 Penalty: 4181.767090
	Iteration 3F: 3 clusters Score -495664.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -495944.375000 Penalty: 4181.767090
	Iteration 4F: 3 clusters Score -495944.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -496129.093750 Penalty: 4181.767090
	Iteration 5Q: 3 clusters Score -496129.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -496272.781250 Penalty: 4181.767090
	Iteration 6Q: 3 clusters Score -496272.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -496399.187500 Penalty: 4181.767090
	Iteration 7Q: 3 clusters Score -496399.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -496484.593750 Penalty: 4181.767090
	Iteration 8Q: 3 clusters Score -496484.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -496547.375000 Penalty: 4181.767090
	Iteration 9Q: 3 clusters Score -496547.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -496603.750000 Penalty: 4181.767090
	Iteration 10Q: 3 clusters Score -496603.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -496640.468750 Penalty: 4181.767090
	Iteration 11Q: 3 clusters Score -496640.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -496667.625000 Penalty: 4181.767090
	Iteration 12Q: 3 clusters Score -496667.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -496698.531250 Penalty: 4181.767090
	Iteration 13Q: 3 clusters Score -496698.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -496717.250000 Penalty: 4181.767090
	Iteration 14Q: 3 clusters Score -496717.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -496732.937500 Penalty: 4181.767090
	Iteration 15Q: 3 clusters Score -496732.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -496745.875000 Penalty: 4181.767090
	Iteration 16Q: 3 clusters Score -496745.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -496761.281250 Penalty: 4181.767090
	Iteration 17Q: 3 clusters Score -496761.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -496772.625000 Penalty: 4181.767090
	Iteration 18Q: 3 clusters Score -496772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -496779.906250 Penalty: 4181.767090
	Iteration 19Q: 3 clusters Score -496779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -496785.875000 Penalty: 4181.767090
	Iteration 20F: 3 clusters Score -496785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -496790.468750 Penalty: 4181.767090
	Iteration 21Q: 3 clusters Score -496790.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -496794.312500 Penalty: 4181.767090
	Iteration 22Q: 3 clusters Score -496794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -496798.375000 Penalty: 4181.767090
	Iteration 23Q: 3 clusters Score -496798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -496805.281250 Penalty: 4181.767090
	Iteration 24Q: 3 clusters Score -496805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -496810.375000 Penalty: 4181.767090
	Iteration 25Q: 3 clusters Score -496810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -496815.093750 Penalty: 4181.767090
	Iteration 26Q: 3 clusters Score -496815.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -496819.218750 Penalty: 4181.767090
	Iteration 27Q: 3 clusters Score -496819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -496823.187500 Penalty: 4181.767090
	Iteration 28Q: 3 clusters Score -496823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -496827.500000 Penalty: 4181.767090
	Iteration 29Q: 3 clusters Score -496827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -496835.375000 Penalty: 4181.767090
	Iteration 30Q: 3 clusters Score -496835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -496839.375000 Penalty: 4181.767090
	Iteration 31Q: 3 clusters Score -496839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -496842.468750 Penalty: 4181.767090
	Iteration 32Q: 3 clusters Score -496842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -496847.625000 Penalty: 4181.767090
	Iteration 33Q: 3 clusters Score -496847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -496852.812500 Penalty: 4181.767090
	Iteration 34Q: 3 clusters Score -496852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -496853.875000 Penalty: 4181.767090
	Iteration 35Q: 3 clusters Score -496853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -496855.937500 Penalty: 4181.767090
	Iteration 36Q: 3 clusters Score -496855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -496858.062500 Penalty: 4181.767090
	Iteration 37Q: 3 clusters Score -496858.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -496861.562500 Penalty: 4181.767090
	Iteration 38Q: 3 clusters Score -496861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -496864.312500 Penalty: 4181.767090
	Iteration 39Q: 3 clusters Score -496864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -496864.843750 Penalty: 4181.767090
	Iteration 40F: 3 clusters Score -496864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -496866.375000 Penalty: 4181.767090
	Iteration 41Q: 3 clusters Score -496866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -496866.125000 Penalty: 4181.767090
	Iteration 42Q: 3 clusters Score -496866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -496868.375000 Penalty: 4181.767090
	Iteration 43Q: 3 clusters Score -496868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -496875.312500 Penalty: 4181.767090
	Iteration 44Q: 3 clusters Score -496875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -496881.718750 Penalty: 4181.767090
	Iteration 45Q: 3 clusters Score -496881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -496888.250000 Penalty: 4181.767090
	Iteration 46Q: 3 clusters Score -496888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -496895.656250 Penalty: 4181.767090
	Iteration 47Q: 3 clusters Score -496895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -496896.781250 Penalty: 4181.767090
	Iteration 48Q: 3 clusters Score -496896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -496898.218750 Penalty: 4181.767090
	Iteration 49Q: 3 clusters Score -496898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -496898.718750 Penalty: 4181.767090
	Iteration 50Q: 3 clusters Score -496898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -496898.718750 Penalty: 4181.767090
	Iteration 51F: 3 clusters Score -496898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -1067188.125000 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -1067188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1059847.750000 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -1059848 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1061868.750000 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -1061869 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1062222.000000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -1062222 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1062491.750000 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -1062492 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1062716.750000 Penalty: 4545.126953
	Iteration 4Q: 3 clusters Score -1062717 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1062910.750000 Penalty: 4545.126953
	Iteration 5Q: 3 clusters Score -1062911 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1063064.500000 Penalty: 4545.126953
	Iteration 6Q: 3 clusters Score -1063064 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1063183.875000 Penalty: 4545.126953
	Iteration 7Q: 3 clusters Score -1063184 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1063270.000000 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -1063270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1063359.250000 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -1063359 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1063432.000000 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -1063432 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1063512.625000 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -1063513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1063592.875000 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -1063593 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1063659.875000 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -1063660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1063715.125000 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -1063715 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1063783.750000 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -1063784 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1063859.500000 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -1063860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1063946.750000 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -1063947 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1064017.125000 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -1064017 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1064085.000000 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -1064085 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1064154.250000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -1064154 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1064222.875000 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -1064223 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1064302.000000 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -1064302 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1064388.875000 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -1064389 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1064482.000000 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -1064482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1064561.500000 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -1064562 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1064616.875000 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -1064617 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1064677.250000 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -1064677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1064726.000000 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -1064726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1064768.500000 Penalty: 4545.126953
	Iteration 29Q: 3 clusters Score -1064768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1064803.750000 Penalty: 4545.126953
	Iteration 30Q: 3 clusters Score -1064804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1064839.625000 Penalty: 4545.126953
	Iteration 31Q: 3 clusters Score -1064840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1064869.000000 Penalty: 4545.126953
	Iteration 32Q: 3 clusters Score -1064869 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1064900.000000 Penalty: 4545.126953
	Iteration 33Q: 3 clusters Score -1064900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1064925.000000 Penalty: 4545.126953
	Iteration 34Q: 3 clusters Score -1064925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1064950.625000 Penalty: 4545.126953
	Iteration 35Q: 3 clusters Score -1064951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1064981.000000 Penalty: 4545.126953
	Iteration 36Q: 3 clusters Score -1064981 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1065008.500000 Penalty: 4545.126953
	Iteration 37Q: 3 clusters Score -1065008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1065025.125000 Penalty: 4545.126953
	Iteration 38Q: 3 clusters Score -1065025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1065046.875000 Penalty: 4545.126953
	Iteration 39Q: 3 clusters Score -1065047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1065065.250000 Penalty: 4545.126953
	Iteration 40F: 3 clusters Score -1065065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1065084.125000 Penalty: 4545.126953
	Iteration 41Q: 3 clusters Score -1065084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1065107.250000 Penalty: 4545.126953
	Iteration 42Q: 3 clusters Score -1065107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1065136.125000 Penalty: 4545.126953
	Iteration 43Q: 3 clusters Score -1065136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1065164.500000 Penalty: 4545.126953
	Iteration 44Q: 3 clusters Score -1065164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1065180.125000 Penalty: 4545.126953
	Iteration 45Q: 3 clusters Score -1065180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1065205.125000 Penalty: 4545.126953
	Iteration 46Q: 3 clusters Score -1065205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1065225.250000 Penalty: 4545.126953
	Iteration 47Q: 3 clusters Score -1065225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1065239.375000 Penalty: 4545.126953
	Iteration 48Q: 3 clusters Score -1065239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1065255.750000 Penalty: 4545.126953
	Iteration 49Q: 3 clusters Score -1065256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1065270.625000 Penalty: 4545.126953
	Iteration 50Q: 3 clusters Score -1065271 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1065284.625000 Penalty: 4545.126953
	Iteration 51Q: 3 clusters Score -1065285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1065299.375000 Penalty: 4545.126953
	Iteration 52Q: 3 clusters Score -1065299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1065319.875000 Penalty: 4545.126953
	Iteration 53Q: 3 clusters Score -1065320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1065334.625000 Penalty: 4545.126953
	Iteration 54Q: 3 clusters Score -1065335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1065352.125000 Penalty: 4545.126953
	Iteration 55Q: 3 clusters Score -1065352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1065364.750000 Penalty: 4545.126953
	Iteration 56Q: 3 clusters Score -1065365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1065377.000000 Penalty: 4545.126953
	Iteration 57Q: 3 clusters Score -1065377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1065388.500000 Penalty: 4545.126953
	Iteration 58Q: 3 clusters Score -1065388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1065397.875000 Penalty: 4545.126953
	Iteration 59Q: 3 clusters Score -1065398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1065408.000000 Penalty: 4545.126953
	Iteration 60F: 3 clusters Score -1065408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1065416.250000 Penalty: 4545.126953
	Iteration 61Q: 3 clusters Score -1065416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1065429.875000 Penalty: 4545.126953
	Iteration 62Q: 3 clusters Score -1065430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1065441.375000 Penalty: 4545.126953
	Iteration 63Q: 3 clusters Score -1065441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1065454.250000 Penalty: 4545.126953
	Iteration 64Q: 3 clusters Score -1065454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1065466.250000 Penalty: 4545.126953
	Iteration 65Q: 3 clusters Score -1065466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1065472.625000 Penalty: 4545.126953
	Iteration 66Q: 3 clusters Score -1065473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1065483.250000 Penalty: 4545.126953
	Iteration 67Q: 3 clusters Score -1065483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1065488.750000 Penalty: 4545.126953
	Iteration 68Q: 3 clusters Score -1065489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1065493.375000 Penalty: 4545.126953
	Iteration 69Q: 3 clusters Score -1065493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1065497.625000 Penalty: 4545.126953
	Iteration 70Q: 3 clusters Score -1065498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1065501.125000 Penalty: 4545.126953
	Iteration 71Q: 3 clusters Score -1065501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1065504.375000 Penalty: 4545.126953
	Iteration 72Q: 3 clusters Score -1065504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1065503.875000 Penalty: 4545.126953
	Iteration 73Q: 3 clusters Score -1065504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1065504.500000 Penalty: 4545.126953
	Iteration 74Q: 3 clusters Score -1065504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1065507.375000 Penalty: 4545.126953
	Iteration 75Q: 3 clusters Score -1065507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1065507.750000 Penalty: 4545.126953
	Iteration 76Q: 3 clusters Score -1065508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1065507.750000 Penalty: 4545.126953
	Iteration 77Q: 3 clusters Score -1065508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1065507.875000 Penalty: 4545.126953
	Iteration 78Q: 3 clusters Score -1065508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1065509.500000 Penalty: 4545.126953
	Iteration 79Q: 3 clusters Score -1065510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1065510.125000 Penalty: 4545.126953
	Iteration 80F: 3 clusters Score -1065510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1065511.875000 Penalty: 4545.126953
	Iteration 81Q: 3 clusters Score -1065512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1065516.375000 Penalty: 4545.126953
	Iteration 82Q: 3 clusters Score -1065516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1065520.250000 Penalty: 4545.126953
	Iteration 83Q: 3 clusters Score -1065520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1065521.875000 Penalty: 4545.126953
	Iteration 84Q: 3 clusters Score -1065522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1065526.875000 Penalty: 4545.126953
	Iteration 85Q: 3 clusters Score -1065527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1065532.125000 Penalty: 4545.126953
	Iteration 86Q: 3 clusters Score -1065532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1065535.250000 Penalty: 4545.126953
	Iteration 87Q: 3 clusters Score -1065535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1065534.875000 Penalty: 4545.126953
	Iteration 88Q: 3 clusters Score -1065535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1065536.625000 Penalty: 4545.126953
	Iteration 89Q: 3 clusters Score -1065537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1065541.250000 Penalty: 4545.126953
	Iteration 90Q: 3 clusters Score -1065541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1065544.875000 Penalty: 4545.126953
	Iteration 91Q: 3 clusters Score -1065545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1065549.000000 Penalty: 4545.126953
	Iteration 92Q: 3 clusters Score -1065549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1065548.250000 Penalty: 4545.126953
	Iteration 93Q: 3 clusters Score -1065548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1065551.000000 Penalty: 4545.126953
	Iteration 94Q: 3 clusters Score -1065551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1065550.750000 Penalty: 4545.126953
	Iteration 95Q: 3 clusters Score -1065551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1065551.500000 Penalty: 4545.126953
	Iteration 96Q: 3 clusters Score -1065552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1065551.250000 Penalty: 4545.126953
	Iteration 97Q: 3 clusters Score -1065551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1065551.000000 Penalty: 4545.126953
	Iteration 98Q: 3 clusters Score -1065551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1065554.125000 Penalty: 4545.126953
	Iteration 99Q: 3 clusters Score -1065554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1065553.500000 Penalty: 4545.126953
	Iteration 100F: 3 clusters Score -1065554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1065553.500000 Penalty: 4545.126953
	Iteration 101Q: 3 clusters Score -1065554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1065556.125000 Penalty: 4545.126953
	Iteration 102Q: 3 clusters Score -1065556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1065555.625000 Penalty: 4545.126953
	Iteration 103Q: 3 clusters Score -1065556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1065555.875000 Penalty: 4545.126953
	Iteration 104Q: 3 clusters Score -1065556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1065558.750000 Penalty: 4545.126953
	Iteration 105Q: 3 clusters Score -1065559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1065559.250000 Penalty: 4545.126953
	Iteration 106Q: 3 clusters Score -1065559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1065563.750000 Penalty: 4545.126953
	Iteration 107Q: 3 clusters Score -1065564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1065562.625000 Penalty: 4545.126953
	Iteration 108Q: 3 clusters Score -1065563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1065565.500000 Penalty: 4545.126953
	Iteration 109Q: 3 clusters Score -1065566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1065568.625000 Penalty: 4545.126953
	Iteration 110Q: 3 clusters Score -1065569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1065571.750000 Penalty: 4545.126953
	Iteration 111Q: 3 clusters Score -1065572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1065576.250000 Penalty: 4545.126953
	Iteration 112Q: 3 clusters Score -1065576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1065576.000000 Penalty: 4545.126953
	Iteration 113Q: 3 clusters Score -1065576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1065578.750000 Penalty: 4545.126953
	Iteration 114Q: 3 clusters Score -1065579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1065580.375000 Penalty: 4545.126953
	Iteration 115Q: 3 clusters Score -1065580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1065580.625000 Penalty: 4545.126953
	Iteration 116Q: 3 clusters Score -1065581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1065583.125000 Penalty: 4545.126953
	Iteration 117Q: 3 clusters Score -1065583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1065585.250000 Penalty: 4545.126953
	Iteration 118Q: 3 clusters Score -1065585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1065585.625000 Penalty: 4545.126953
	Iteration 119Q: 3 clusters Score -1065586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1065587.125000 Penalty: 4545.126953
	Iteration 120F: 3 clusters Score -1065587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1065589.125000 Penalty: 4545.126953
	Iteration 121Q: 3 clusters Score -1065589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1065591.125000 Penalty: 4545.126953
	Iteration 122Q: 3 clusters Score -1065591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1065591.375000 Penalty: 4545.126953
	Iteration 123Q: 3 clusters Score -1065591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1065592.375000 Penalty: 4545.126953
	Iteration 124Q: 3 clusters Score -1065592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1065597.875000 Penalty: 4545.126953
	Iteration 125Q: 3 clusters Score -1065598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1065597.500000 Penalty: 4545.126953
	Iteration 126Q: 3 clusters Score -1065598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1065598.125000 Penalty: 4545.126953
	Iteration 127Q: 3 clusters Score -1065598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1065601.125000 Penalty: 4545.126953
	Iteration 128Q: 3 clusters Score -1065601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1065600.375000 Penalty: 4545.126953
	Iteration 129Q: 3 clusters Score -1065600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1065602.750000 Penalty: 4545.126953
	Iteration 130Q: 3 clusters Score -1065603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1065601.500000 Penalty: 4545.126953
	Iteration 131Q: 3 clusters Score -1065602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1065602.625000 Penalty: 4545.126953
	Iteration 132Q: 3 clusters Score -1065603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1065602.875000 Penalty: 4545.126953
	Iteration 133Q: 3 clusters Score -1065603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1065603.875000 Penalty: 4545.126953
	Iteration 134Q: 3 clusters Score -1065604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1065604.750000 Penalty: 4545.126953
	Iteration 135Q: 3 clusters Score -1065605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1065603.750000 Penalty: 4545.126953
	Iteration 136Q: 3 clusters Score -1065604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1065604.250000 Penalty: 4545.126953
	Iteration 137Q: 3 clusters Score -1065604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1065604.250000 Penalty: 4545.126953
	Iteration 138F: 3 clusters Score -1065604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172232 members 
Entering Unmasked Estep 
Score: -18277726.000000 Penalty: 2990.036133
	Iteration 0F: 2 clusters Score -1.827773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -18162488.000000 Penalty: 5980.072266
	Iteration 0F: 3 clusters Score -1.816249e+07 nChanged 82533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -18212034.000000 Penalty: 5980.072266
	Iteration 1F: 3 clusters Score -1.821203e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -18214274.000000 Penalty: 5980.072266
	Iteration 2Q: 3 clusters Score -1.821427e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -18217330.000000 Penalty: 5980.072266
	Iteration 3Q: 3 clusters Score -1.821733e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -18220870.000000 Penalty: 5980.072266
	Iteration 4Q: 3 clusters Score -1.822087e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -18224942.000000 Penalty: 5980.072266
	Iteration 5F: 3 clusters Score -1.822494e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -18229550.000000 Penalty: 5980.072266
	Iteration 6F: 3 clusters Score -1.822955e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -18234172.000000 Penalty: 5980.072266
	Iteration 7F: 3 clusters Score -1.823417e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -18239162.000000 Penalty: 5980.072266
	Iteration 8F: 3 clusters Score -1.823916e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -18243944.000000 Penalty: 5980.072266
	Iteration 9Q: 3 clusters Score -1.824394e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 124506 members 
Entering Unmasked Estep 
Score: -18248876.000000 Penalty: 5980.072266
	Iteration 10Q: 3 clusters Score -1.824888e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -18253316.000000 Penalty: 5980.072266
	Iteration 11Q: 3 clusters Score -1.825332e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 136305 members 
Entering Unmasked Estep 
Score: -18257154.000000 Penalty: 5980.072266
	Iteration 12Q: 3 clusters Score -1.825715e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -18260468.000000 Penalty: 5980.072266
	Iteration 13Q: 3 clusters Score -1.826047e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 145980 members 
Entering Unmasked Estep 
Score: -18263386.000000 Penalty: 5980.072266
	Iteration 14Q: 3 clusters Score -1.826339e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 150118 members 
Entering Unmasked Estep 
Score: -18265878.000000 Penalty: 5980.072266
	Iteration 15Q: 3 clusters Score -1.826588e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -18268050.000000 Penalty: 5980.072266
	Iteration 16Q: 3 clusters Score -1.826805e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -18269974.000000 Penalty: 5980.072266
	Iteration 17Q: 3 clusters Score -1.826997e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -18271460.000000 Penalty: 5980.072266
	Iteration 18Q: 3 clusters Score -1.827146e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -18272596.000000 Penalty: 5980.072266
	Iteration 19Q: 3 clusters Score -1.82726e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -18273658.000000 Penalty: 5980.072266
	Iteration 20F: 3 clusters Score -1.827366e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -18274482.000000 Penalty: 5980.072266
	Iteration 21Q: 3 clusters Score -1.827448e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -18275002.000000 Penalty: 5980.072266
	Iteration 22Q: 3 clusters Score -1.8275e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -18275392.000000 Penalty: 5980.072266
	Iteration 23Q: 3 clusters Score -1.827539e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -18275708.000000 Penalty: 5980.072266
	Iteration 24Q: 3 clusters Score -1.827571e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 168256 members 
Entering Unmasked Estep 
Score: -18275946.000000 Penalty: 5980.072266
	Iteration 25Q: 3 clusters Score -1.827595e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 168597 members 
Entering Unmasked Estep 
Score: -18276106.000000 Penalty: 5980.072266
	Iteration 26Q: 3 clusters Score -1.827611e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -18276236.000000 Penalty: 5980.072266
	Iteration 27Q: 3 clusters Score -1.827624e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -18276312.000000 Penalty: 5980.072266
	Iteration 28Q: 3 clusters Score -1.827631e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 169216 members 
Entering Unmasked Estep 
Score: -18276406.000000 Penalty: 5980.072266
	Iteration 29Q: 3 clusters Score -1.827641e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 169335 members 
Entering Unmasked Estep 
Score: -18276468.000000 Penalty: 5980.072266
	Iteration 30Q: 3 clusters Score -1.827647e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 169444 members 
Entering Unmasked Estep 
Score: -18276498.000000 Penalty: 5980.072266
	Iteration 31Q: 3 clusters Score -1.82765e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 169511 members 
Entering Unmasked Estep 
Score: -18276566.000000 Penalty: 5980.072266
	Iteration 32Q: 3 clusters Score -1.827657e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 169564 members 
Entering Unmasked Estep 
Score: -18276614.000000 Penalty: 5980.072266
	Iteration 33Q: 3 clusters Score -1.827661e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -18276628.000000 Penalty: 5980.072266
	Iteration 34Q: 3 clusters Score -1.827663e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -18276648.000000 Penalty: 5980.072266
	Iteration 35Q: 3 clusters Score -1.827665e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 169710 members 
Entering Unmasked Estep 
Score: -18276680.000000 Penalty: 5980.072266
	Iteration 36Q: 3 clusters Score -1.827668e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -18276710.000000 Penalty: 5980.072266
	Iteration 37Q: 3 clusters Score -1.827671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -18276718.000000 Penalty: 5980.072266
	Iteration 38Q: 3 clusters Score -1.827672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 169796 members 
Entering Unmasked Estep 
Score: -18276748.000000 Penalty: 5980.072266
	Iteration 39Q: 3 clusters Score -1.827675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 169804 members 
Entering Unmasked Estep 
Score: -18276778.000000 Penalty: 5980.072266
	Iteration 40F: 3 clusters Score -1.827678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 169805 members 
Entering Unmasked Estep 
Score: -18276766.000000 Penalty: 5980.072266
	Iteration 41Q: 3 clusters Score -1.827677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 169807 members 
Entering Unmasked Estep 
Score: -18276756.000000 Penalty: 5980.072266
	Iteration 42Q: 3 clusters Score -1.827676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 169811 members 
Entering Unmasked Estep 
Score: -18276774.000000 Penalty: 5980.072266
	Iteration 43Q: 3 clusters Score -1.827677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -18276772.000000 Penalty: 5980.072266
	Iteration 44Q: 3 clusters Score -1.827677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 169821 members 
Entering Unmasked Estep 
Score: -18276782.000000 Penalty: 5980.072266
	Iteration 45Q: 3 clusters Score -1.827678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 169819 members 
Entering Unmasked Estep 
Score: -18276784.000000 Penalty: 5980.072266
	Iteration 46Q: 3 clusters Score -1.827678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 169818 members 
Entering Unmasked Estep 
Score: -18276778.000000 Penalty: 5980.072266
	Iteration 47Q: 3 clusters Score -1.827678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 169819 members 
Entering Unmasked Estep 
Score: -18276790.000000 Penalty: 5980.072266
	Iteration 48Q: 3 clusters Score -1.827679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -18276786.000000 Penalty: 5980.072266
	Iteration 49Q: 3 clusters Score -1.827679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 169821 members 
Entering Unmasked Estep 
Score: -18276782.000000 Penalty: 5980.072266
	Iteration 50Q: 3 clusters Score -1.827678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 169823 members 
Entering Unmasked Estep 
Score: -18276788.000000 Penalty: 5980.072266
	Iteration 51Q: 3 clusters Score -1.827679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 169825 members 
Entering Unmasked Estep 
Score: -18276786.000000 Penalty: 5980.072266
	Iteration 52Q: 3 clusters Score -1.827679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 169829 members 
Entering Unmasked Estep 
Score: -18276790.000000 Penalty: 5980.072266
	Iteration 53Q: 3 clusters Score -1.827679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 169830 members 
Entering Unmasked Estep 
Score: -18276792.000000 Penalty: 5980.072266
	Iteration 54Q: 3 clusters Score -1.827679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 169832 members 
Entering Unmasked Estep 
Score: -18276778.000000 Penalty: 5980.072266
	Iteration 55Q: 3 clusters Score -1.827678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -18276754.000000 Penalty: 5980.072266
	Iteration 56Q: 3 clusters Score -1.827675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 169840 members 
Entering Unmasked Estep 
Score: -18276776.000000 Penalty: 5980.072266
	Iteration 57Q: 3 clusters Score -1.827678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -18276762.000000 Penalty: 5980.072266
	Iteration 58Q: 3 clusters Score -1.827676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 169842 members 
Entering Unmasked Estep 
Score: -18276770.000000 Penalty: 5980.072266
	Iteration 59Q: 3 clusters Score -1.827677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -18276768.000000 Penalty: 5980.072266
	Iteration 60F: 3 clusters Score -1.827677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -18276762.000000 Penalty: 5980.072266
	Iteration 61Q: 3 clusters Score -1.827676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 169844 members 
Entering Unmasked Estep 
Score: -18276766.000000 Penalty: 5980.072266
	Iteration 62Q: 3 clusters Score -1.827677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 169847 members 
Entering Unmasked Estep 
Score: -18276758.000000 Penalty: 5980.072266
	Iteration 63Q: 3 clusters Score -1.827676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 169849 members 
Entering Unmasked Estep 
Score: -18276768.000000 Penalty: 5980.072266
	Iteration 64Q: 3 clusters Score -1.827677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -18276768.000000 Penalty: 5980.072266
	Iteration 65Q: 3 clusters Score -1.827677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -18276758.000000 Penalty: 5980.072266
	Iteration 66Q: 3 clusters Score -1.827676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -18276766.000000 Penalty: 5980.072266
	Iteration 67Q: 3 clusters Score -1.827677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -18276766.000000 Penalty: 5980.072266
	Iteration 68F: 3 clusters Score -1.827677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -975863.187500 Penalty: 2261.401367
	Iteration 0F: 2 clusters Score -975863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -968810.937500 Penalty: 4522.802734
	Iteration 0F: 3 clusters Score -968810.9 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -970897.312500 Penalty: 4522.802734
	Iteration 1F: 3 clusters Score -970897.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -971381.062500 Penalty: 4522.802734
	Iteration 2F: 3 clusters Score -971381.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -971868.000000 Penalty: 4522.802734
	Iteration 3F: 3 clusters Score -971868 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -972348.875000 Penalty: 4522.802734
	Iteration 4F: 3 clusters Score -972348.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -972793.062500 Penalty: 4522.802734
	Iteration 5F: 3 clusters Score -972793.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -973152.750000 Penalty: 4522.802734
	Iteration 6F: 3 clusters Score -973152.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -973400.500000 Penalty: 4522.802734
	Iteration 7Q: 3 clusters Score -973400.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -973566.500000 Penalty: 4522.802734
	Iteration 8Q: 3 clusters Score -973566.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -973683.000000 Penalty: 4522.802734
	Iteration 9Q: 3 clusters Score -973683 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -973775.937500 Penalty: 4522.802734
	Iteration 10Q: 3 clusters Score -973775.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -973847.187500 Penalty: 4522.802734
	Iteration 11Q: 3 clusters Score -973847.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -973916.125000 Penalty: 4522.802734
	Iteration 12Q: 3 clusters Score -973916.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -973989.562500 Penalty: 4522.802734
	Iteration 13Q: 3 clusters Score -973989.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -974062.437500 Penalty: 4522.802734
	Iteration 14Q: 3 clusters Score -974062.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -974122.500000 Penalty: 4522.802734
	Iteration 15Q: 3 clusters Score -974122.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -974178.125000 Penalty: 4522.802734
	Iteration 16Q: 3 clusters Score -974178.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -974236.875000 Penalty: 4522.802734
	Iteration 17Q: 3 clusters Score -974236.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -974279.187500 Penalty: 4522.802734
	Iteration 18Q: 3 clusters Score -974279.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -974312.312500 Penalty: 4522.802734
	Iteration 19Q: 3 clusters Score -974312.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -974342.750000 Penalty: 4522.802734
	Iteration 20F: 3 clusters Score -974342.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -974361.062500 Penalty: 4522.802734
	Iteration 21Q: 3 clusters Score -974361.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -974373.875000 Penalty: 4522.802734
	Iteration 22Q: 3 clusters Score -974373.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -974391.937500 Penalty: 4522.802734
	Iteration 23Q: 3 clusters Score -974391.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -974408.375000 Penalty: 4522.802734
	Iteration 24Q: 3 clusters Score -974408.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -974426.000000 Penalty: 4522.802734
	Iteration 25Q: 3 clusters Score -974426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -974439.625000 Penalty: 4522.802734
	Iteration 26Q: 3 clusters Score -974439.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -974449.562500 Penalty: 4522.802734
	Iteration 27Q: 3 clusters Score -974449.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -974456.312500 Penalty: 4522.802734
	Iteration 28Q: 3 clusters Score -974456.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -974465.625000 Penalty: 4522.802734
	Iteration 29Q: 3 clusters Score -974465.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -974476.437500 Penalty: 4522.802734
	Iteration 30Q: 3 clusters Score -974476.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -974483.750000 Penalty: 4522.802734
	Iteration 31Q: 3 clusters Score -974483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -974486.937500 Penalty: 4522.802734
	Iteration 32Q: 3 clusters Score -974486.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -974493.687500 Penalty: 4522.802734
	Iteration 33Q: 3 clusters Score -974493.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -974500.187500 Penalty: 4522.802734
	Iteration 34Q: 3 clusters Score -974500.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -974508.062500 Penalty: 4522.802734
	Iteration 35Q: 3 clusters Score -974508.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -974513.125000 Penalty: 4522.802734
	Iteration 36Q: 3 clusters Score -974513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -974518.562500 Penalty: 4522.802734
	Iteration 37Q: 3 clusters Score -974518.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -974521.812500 Penalty: 4522.802734
	Iteration 38Q: 3 clusters Score -974521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -974523.125000 Penalty: 4522.802734
	Iteration 39Q: 3 clusters Score -974523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -974527.687500 Penalty: 4522.802734
	Iteration 40F: 3 clusters Score -974527.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -974534.187500 Penalty: 4522.802734
	Iteration 41Q: 3 clusters Score -974534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -974537.125000 Penalty: 4522.802734
	Iteration 42Q: 3 clusters Score -974537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -974538.312500 Penalty: 4522.802734
	Iteration 43Q: 3 clusters Score -974538.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -974541.500000 Penalty: 4522.802734
	Iteration 44Q: 3 clusters Score -974541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -974540.250000 Penalty: 4522.802734
	Iteration 45Q: 3 clusters Score -974540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -974539.125000 Penalty: 4522.802734
	Iteration 46Q: 3 clusters Score -974539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -974539.125000 Penalty: 4522.802734
	Iteration 47F: 3 clusters Score -974539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Entering Unmasked Estep 
Score: -1430580.625000 Penalty: 2340.849609
	Iteration 0F: 2 clusters Score -1430581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1421279.750000 Penalty: 4681.699219
	Iteration 0F: 3 clusters Score -1421280 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1424084.875000 Penalty: 4681.699219
	Iteration 1F: 3 clusters Score -1424085 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1424427.000000 Penalty: 4681.699219
	Iteration 2F: 3 clusters Score -1424427 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1424665.750000 Penalty: 4681.699219
	Iteration 3Q: 3 clusters Score -1424666 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1424876.125000 Penalty: 4681.699219
	Iteration 4Q: 3 clusters Score -1424876 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1425079.625000 Penalty: 4681.699219
	Iteration 5Q: 3 clusters Score -1425080 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1425309.750000 Penalty: 4681.699219
	Iteration 6Q: 3 clusters Score -1425310 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1425582.625000 Penalty: 4681.699219
	Iteration 7Q: 3 clusters Score -1425583 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1425901.750000 Penalty: 4681.699219
	Iteration 8Q: 3 clusters Score -1425902 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1426301.500000 Penalty: 4681.699219
	Iteration 9Q: 3 clusters Score -1426302 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1426762.250000 Penalty: 4681.699219
	Iteration 10Q: 3 clusters Score -1426762 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1427178.750000 Penalty: 4681.699219
	Iteration 11Q: 3 clusters Score -1427179 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1427522.000000 Penalty: 4681.699219
	Iteration 12Q: 3 clusters Score -1427522 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1427793.500000 Penalty: 4681.699219
	Iteration 13Q: 3 clusters Score -1427794 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1427993.375000 Penalty: 4681.699219
	Iteration 14Q: 3 clusters Score -1427993 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1428129.875000 Penalty: 4681.699219
	Iteration 15Q: 3 clusters Score -1428130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1428232.875000 Penalty: 4681.699219
	Iteration 16Q: 3 clusters Score -1428233 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1428315.750000 Penalty: 4681.699219
	Iteration 17Q: 3 clusters Score -1428316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1428378.250000 Penalty: 4681.699219
	Iteration 18Q: 3 clusters Score -1428378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1428434.000000 Penalty: 4681.699219
	Iteration 19Q: 3 clusters Score -1428434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1428468.625000 Penalty: 4681.699219
	Iteration 20F: 3 clusters Score -1428469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1428503.250000 Penalty: 4681.699219
	Iteration 21Q: 3 clusters Score -1428503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1428525.625000 Penalty: 4681.699219
	Iteration 22Q: 3 clusters Score -1428526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1428553.000000 Penalty: 4681.699219
	Iteration 23Q: 3 clusters Score -1428553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1428578.750000 Penalty: 4681.699219
	Iteration 24Q: 3 clusters Score -1428579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1428603.375000 Penalty: 4681.699219
	Iteration 25Q: 3 clusters Score -1428603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1428616.750000 Penalty: 4681.699219
	Iteration 26Q: 3 clusters Score -1428617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1428622.125000 Penalty: 4681.699219
	Iteration 27Q: 3 clusters Score -1428622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1428630.750000 Penalty: 4681.699219
	Iteration 28Q: 3 clusters Score -1428631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1428638.500000 Penalty: 4681.699219
	Iteration 29Q: 3 clusters Score -1428638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1428642.250000 Penalty: 4681.699219
	Iteration 30Q: 3 clusters Score -1428642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1428648.375000 Penalty: 4681.699219
	Iteration 31Q: 3 clusters Score -1428648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1428650.625000 Penalty: 4681.699219
	Iteration 32Q: 3 clusters Score -1428651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1428659.750000 Penalty: 4681.699219
	Iteration 33Q: 3 clusters Score -1428660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1428667.500000 Penalty: 4681.699219
	Iteration 34Q: 3 clusters Score -1428668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1428669.750000 Penalty: 4681.699219
	Iteration 35Q: 3 clusters Score -1428670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1428671.375000 Penalty: 4681.699219
	Iteration 36Q: 3 clusters Score -1428671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1428672.500000 Penalty: 4681.699219
	Iteration 37Q: 3 clusters Score -1428672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1428675.000000 Penalty: 4681.699219
	Iteration 38Q: 3 clusters Score -1428675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1428678.500000 Penalty: 4681.699219
	Iteration 39Q: 3 clusters Score -1428678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1428680.250000 Penalty: 4681.699219
	Iteration 40F: 3 clusters Score -1428680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -1110023.250000 Penalty: 2328.220215
	Iteration 0F: 2 clusters Score -1110023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1101152.125000 Penalty: 4656.440430
	Iteration 0F: 3 clusters Score -1101152 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1104081.875000 Penalty: 4656.440430
	Iteration 1F: 3 clusters Score -1104082 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1104747.875000 Penalty: 4656.440430
	Iteration 2F: 3 clusters Score -1104748 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1105278.000000 Penalty: 4656.440430
	Iteration 3F: 3 clusters Score -1105278 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1105775.625000 Penalty: 4656.440430
	Iteration 4F: 3 clusters Score -1105776 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1106234.875000 Penalty: 4656.440430
	Iteration 5F: 3 clusters Score -1106235 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1106591.875000 Penalty: 4656.440430
	Iteration 6F: 3 clusters Score -1106592 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1106780.750000 Penalty: 4656.440430
	Iteration 7Q: 3 clusters Score -1106781 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1106927.875000 Penalty: 4656.440430
	Iteration 8Q: 3 clusters Score -1106928 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1107046.000000 Penalty: 4656.440430
	Iteration 9Q: 3 clusters Score -1107046 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1107143.750000 Penalty: 4656.440430
	Iteration 10Q: 3 clusters Score -1107144 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1107246.750000 Penalty: 4656.440430
	Iteration 11Q: 3 clusters Score -1107247 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1107343.250000 Penalty: 4656.440430
	Iteration 12Q: 3 clusters Score -1107343 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1107443.500000 Penalty: 4656.440430
	Iteration 13Q: 3 clusters Score -1107444 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1107528.750000 Penalty: 4656.440430
	Iteration 14Q: 3 clusters Score -1107529 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1107586.500000 Penalty: 4656.440430
	Iteration 15Q: 3 clusters Score -1107586 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1107651.125000 Penalty: 4656.440430
	Iteration 16Q: 3 clusters Score -1107651 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1107715.125000 Penalty: 4656.440430
	Iteration 17Q: 3 clusters Score -1107715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1107773.875000 Penalty: 4656.440430
	Iteration 18Q: 3 clusters Score -1107774 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1107835.500000 Penalty: 4656.440430
	Iteration 19Q: 3 clusters Score -1107836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1107903.125000 Penalty: 4656.440430
	Iteration 20F: 3 clusters Score -1107903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1107955.875000 Penalty: 4656.440430
	Iteration 21Q: 3 clusters Score -1107956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1107990.375000 Penalty: 4656.440430
	Iteration 22Q: 3 clusters Score -1107990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1108017.750000 Penalty: 4656.440430
	Iteration 23Q: 3 clusters Score -1108018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1108050.625000 Penalty: 4656.440430
	Iteration 24Q: 3 clusters Score -1108051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1108079.375000 Penalty: 4656.440430
	Iteration 25Q: 3 clusters Score -1108079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1108108.625000 Penalty: 4656.440430
	Iteration 26Q: 3 clusters Score -1108109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1108129.875000 Penalty: 4656.440430
	Iteration 27Q: 3 clusters Score -1108130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1108156.500000 Penalty: 4656.440430
	Iteration 28Q: 3 clusters Score -1108156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1108183.625000 Penalty: 4656.440430
	Iteration 29Q: 3 clusters Score -1108184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1108196.625000 Penalty: 4656.440430
	Iteration 30Q: 3 clusters Score -1108197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1108212.875000 Penalty: 4656.440430
	Iteration 31Q: 3 clusters Score -1108213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1108226.625000 Penalty: 4656.440430
	Iteration 32Q: 3 clusters Score -1108227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1108236.625000 Penalty: 4656.440430
	Iteration 33Q: 3 clusters Score -1108237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1108249.500000 Penalty: 4656.440430
	Iteration 34Q: 3 clusters Score -1108250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1108263.125000 Penalty: 4656.440430
	Iteration 35Q: 3 clusters Score -1108263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1108278.750000 Penalty: 4656.440430
	Iteration 36Q: 3 clusters Score -1108279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1108290.625000 Penalty: 4656.440430
	Iteration 37Q: 3 clusters Score -1108291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1108298.500000 Penalty: 4656.440430
	Iteration 38Q: 3 clusters Score -1108298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1108307.500000 Penalty: 4656.440430
	Iteration 39Q: 3 clusters Score -1108308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1108321.375000 Penalty: 4656.440430
	Iteration 40F: 3 clusters Score -1108321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1108331.750000 Penalty: 4656.440430
	Iteration 41Q: 3 clusters Score -1108332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1108344.125000 Penalty: 4656.440430
	Iteration 42Q: 3 clusters Score -1108344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1108352.875000 Penalty: 4656.440430
	Iteration 43Q: 3 clusters Score -1108353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1108357.000000 Penalty: 4656.440430
	Iteration 44Q: 3 clusters Score -1108357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1108363.000000 Penalty: 4656.440430
	Iteration 45Q: 3 clusters Score -1108363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1108371.000000 Penalty: 4656.440430
	Iteration 46Q: 3 clusters Score -1108371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1108381.625000 Penalty: 4656.440430
	Iteration 47Q: 3 clusters Score -1108382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1108386.250000 Penalty: 4656.440430
	Iteration 48Q: 3 clusters Score -1108386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1108392.250000 Penalty: 4656.440430
	Iteration 49Q: 3 clusters Score -1108392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1108395.250000 Penalty: 4656.440430
	Iteration 50Q: 3 clusters Score -1108395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1108398.000000 Penalty: 4656.440430
	Iteration 51Q: 3 clusters Score -1108398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1108399.625000 Penalty: 4656.440430
	Iteration 52Q: 3 clusters Score -1108400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1108403.250000 Penalty: 4656.440430
	Iteration 53Q: 3 clusters Score -1108403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1108404.250000 Penalty: 4656.440430
	Iteration 54Q: 3 clusters Score -1108404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1108405.500000 Penalty: 4656.440430
	Iteration 55Q: 3 clusters Score -1108406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1108405.750000 Penalty: 4656.440430
	Iteration 56Q: 3 clusters Score -1108406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1108408.500000 Penalty: 4656.440430
	Iteration 57Q: 3 clusters Score -1108408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1108410.250000 Penalty: 4656.440430
	Iteration 58Q: 3 clusters Score -1108410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1108409.750000 Penalty: 4656.440430
	Iteration 59Q: 3 clusters Score -1108410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1108411.000000 Penalty: 4656.440430
	Iteration 60F: 3 clusters Score -1108411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1108410.875000 Penalty: 4656.440430
	Iteration 61Q: 3 clusters Score -1108411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1108409.875000 Penalty: 4656.440430
	Iteration 62Q: 3 clusters Score -1108410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1108411.500000 Penalty: 4656.440430
	Iteration 63Q: 3 clusters Score -1108412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1108412.500000 Penalty: 4656.440430
	Iteration 64Q: 3 clusters Score -1108412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1108409.875000 Penalty: 4656.440430
	Iteration 65Q: 3 clusters Score -1108410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1108410.125000 Penalty: 4656.440430
	Iteration 66Q: 3 clusters Score -1108410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1108412.500000 Penalty: 4656.440430
	Iteration 67Q: 3 clusters Score -1108412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1108413.375000 Penalty: 4656.440430
	Iteration 68Q: 3 clusters Score -1108413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1108412.875000 Penalty: 4656.440430
	Iteration 69Q: 3 clusters Score -1108413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1108412.875000 Penalty: 4656.440430
	Iteration 70F: 3 clusters Score -1108413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (132762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Entering Unmasked Estep 
Score: -15401615.000000 Penalty: 2925.485596
	Iteration 0F: 2 clusters Score -1.540162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -15312453.000000 Penalty: 5850.971191
	Iteration 0F: 3 clusters Score -1.531245e+07 nChanged 63342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -15349118.000000 Penalty: 5850.971191
	Iteration 1F: 3 clusters Score -1.534912e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -15350127.000000 Penalty: 5850.971191
	Iteration 2Q: 3 clusters Score -1.535013e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -15351461.000000 Penalty: 5850.971191
	Iteration 3Q: 3 clusters Score -1.535146e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -15353951.000000 Penalty: 5850.971191
	Iteration 4Q: 3 clusters Score -1.535395e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -15358423.000000 Penalty: 5850.971191
	Iteration 5F: 3 clusters Score -1.535842e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -15366596.000000 Penalty: 5850.971191
	Iteration 6F: 3 clusters Score -1.53666e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -15378073.000000 Penalty: 5850.971191
	Iteration 7F: 3 clusters Score -1.537807e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -15389661.000000 Penalty: 5850.971191
	Iteration 8F: 3 clusters Score -1.538966e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -15396151.000000 Penalty: 5850.971191
	Iteration 9Q: 3 clusters Score -1.539615e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -15398267.000000 Penalty: 5850.971191
	Iteration 10Q: 3 clusters Score -1.539827e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15398836.000000 Penalty: 5850.971191
	Iteration 11Q: 3 clusters Score -1.539884e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132496 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15398954.000000 Penalty: 5850.971191
	Iteration 12Q: 3 clusters Score -1.539895e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15398999.000000 Penalty: 5850.971191
	Iteration 13Q: 3 clusters Score -1.5399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15399027.000000 Penalty: 5850.971191
	Iteration 14Q: 3 clusters Score -1.539903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15399054.000000 Penalty: 5850.971191
	Iteration 15Q: 3 clusters Score -1.539905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132547 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15399058.000000 Penalty: 5850.971191
	Iteration 16Q: 3 clusters Score -1.539906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15399069.000000 Penalty: 5850.971191
	Iteration 17Q: 3 clusters Score -1.539907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15399063.000000 Penalty: 5850.971191
	Iteration 18Q: 3 clusters Score -1.539906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15399063.000000 Penalty: 5850.971191
	Iteration 19Q: 3 clusters Score -1.539906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15399064.000000 Penalty: 5850.971191
	Iteration 20F: 3 clusters Score -1.539906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15399063.000000 Penalty: 5850.971191
	Iteration 21Q: 3 clusters Score -1.539906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15399065.000000 Penalty: 5850.971191
	Iteration 22Q: 3 clusters Score -1.539906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15399065.000000 Penalty: 5850.971191
	Iteration 23F: 3 clusters Score -1.539906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (140882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140882 members 
Entering Unmasked Estep 
Score: -16243702.000000 Penalty: 2940.208008
	Iteration 0F: 2 clusters Score -1.62437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -16149337.000000 Penalty: 5880.416016
	Iteration 0F: 3 clusters Score -1.614934e+07 nChanged 67274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -16188449.000000 Penalty: 5880.416016
	Iteration 1F: 3 clusters Score -1.618845e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -16189494.000000 Penalty: 5880.416016
	Iteration 2Q: 3 clusters Score -1.618949e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -16190805.000000 Penalty: 5880.416016
	Iteration 3Q: 3 clusters Score -1.61908e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -16192481.000000 Penalty: 5880.416016
	Iteration 4Q: 3 clusters Score -1.619248e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -16194343.000000 Penalty: 5880.416016
	Iteration 5Q: 3 clusters Score -1.619434e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -16196261.000000 Penalty: 5880.416016
	Iteration 6Q: 3 clusters Score -1.619626e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -16198329.000000 Penalty: 5880.416016
	Iteration 7Q: 3 clusters Score -1.619833e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -16200364.000000 Penalty: 5880.416016
	Iteration 8Q: 3 clusters Score -1.620036e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -16202075.000000 Penalty: 5880.416016
	Iteration 9Q: 3 clusters Score -1.620208e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -16203525.000000 Penalty: 5880.416016
	Iteration 10Q: 3 clusters Score -1.620352e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -16204764.000000 Penalty: 5880.416016
	Iteration 11Q: 3 clusters Score -1.620476e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -16205702.000000 Penalty: 5880.416016
	Iteration 12Q: 3 clusters Score -1.62057e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -16206529.000000 Penalty: 5880.416016
	Iteration 13Q: 3 clusters Score -1.620653e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -16207758.000000 Penalty: 5880.416016
	Iteration 14Q: 3 clusters Score -1.620776e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -16209069.000000 Penalty: 5880.416016
	Iteration 15Q: 3 clusters Score -1.620907e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -16210887.000000 Penalty: 5880.416016
	Iteration 16Q: 3 clusters Score -1.621089e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -16213312.000000 Penalty: 5880.416016
	Iteration 17Q: 3 clusters Score -1.621331e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -16215890.000000 Penalty: 5880.416016
	Iteration 18Q: 3 clusters Score -1.621589e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -16217819.000000 Penalty: 5880.416016
	Iteration 19Q: 3 clusters Score -1.621782e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -16218822.000000 Penalty: 5880.416016
	Iteration 20F: 3 clusters Score -1.621882e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -16219465.000000 Penalty: 5880.416016
	Iteration 21Q: 3 clusters Score -1.621946e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -16219846.000000 Penalty: 5880.416016
	Iteration 22Q: 3 clusters Score -1.621985e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -16220117.000000 Penalty: 5880.416016
	Iteration 23Q: 3 clusters Score -1.622012e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -16220435.000000 Penalty: 5880.416016
	Iteration 24Q: 3 clusters Score -1.622044e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -16220889.000000 Penalty: 5880.416016
	Iteration 25Q: 3 clusters Score -1.622089e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -16221354.000000 Penalty: 5880.416016
	Iteration 26Q: 3 clusters Score -1.622135e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -16221702.000000 Penalty: 5880.416016
	Iteration 27Q: 3 clusters Score -1.62217e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -16222190.000000 Penalty: 5880.416016
	Iteration 28Q: 3 clusters Score -1.622219e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -16222653.000000 Penalty: 5880.416016
	Iteration 29Q: 3 clusters Score -1.622265e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -16223273.000000 Penalty: 5880.416016
	Iteration 30Q: 3 clusters Score -1.622327e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -16223715.000000 Penalty: 5880.416016
	Iteration 31Q: 3 clusters Score -1.622372e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -16224381.000000 Penalty: 5880.416016
	Iteration 32Q: 3 clusters Score -1.622438e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -16225096.000000 Penalty: 5880.416016
	Iteration 33Q: 3 clusters Score -1.62251e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -16225977.000000 Penalty: 5880.416016
	Iteration 34Q: 3 clusters Score -1.622598e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -16226747.000000 Penalty: 5880.416016
	Iteration 35Q: 3 clusters Score -1.622675e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -16227746.000000 Penalty: 5880.416016
	Iteration 36Q: 3 clusters Score -1.622775e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -16228756.000000 Penalty: 5880.416016
	Iteration 37Q: 3 clusters Score -1.622876e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -16229855.000000 Penalty: 5880.416016
	Iteration 38Q: 3 clusters Score -1.622986e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -16230972.000000 Penalty: 5880.416016
	Iteration 39Q: 3 clusters Score -1.623097e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125139 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -16232090.000000 Penalty: 5880.416016
	Iteration 40F: 3 clusters Score -1.623209e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -16233215.000000 Penalty: 5880.416016
	Iteration 41Q: 3 clusters Score -1.623322e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129489 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -16234379.000000 Penalty: 5880.416016
	Iteration 42Q: 3 clusters Score -1.623438e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131530 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -16235599.000000 Penalty: 5880.416016
	Iteration 43Q: 3 clusters Score -1.62356e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133406 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -16236787.000000 Penalty: 5880.416016
	Iteration 44Q: 3 clusters Score -1.623679e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135063 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -16237904.000000 Penalty: 5880.416016
	Iteration 45Q: 3 clusters Score -1.62379e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -16238819.000000 Penalty: 5880.416016
	Iteration 46Q: 3 clusters Score -1.623882e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137632 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -16239592.000000 Penalty: 5880.416016
	Iteration 47Q: 3 clusters Score -1.623959e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138439 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16240206.000000 Penalty: 5880.416016
	Iteration 48Q: 3 clusters Score -1.624021e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -16240546.000000 Penalty: 5880.416016
	Iteration 49Q: 3 clusters Score -1.624055e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139304 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16240832.000000 Penalty: 5880.416016
	Iteration 50Q: 3 clusters Score -1.624083e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139517 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16240984.000000 Penalty: 5880.416016
	Iteration 51Q: 3 clusters Score -1.624098e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16241093.000000 Penalty: 5880.416016
	Iteration 52Q: 3 clusters Score -1.624109e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139757 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16241199.000000 Penalty: 5880.416016
	Iteration 53Q: 3 clusters Score -1.62412e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139833 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16241276.000000 Penalty: 5880.416016
	Iteration 54Q: 3 clusters Score -1.624128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16241313.000000 Penalty: 5880.416016
	Iteration 55Q: 3 clusters Score -1.624131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16241360.000000 Penalty: 5880.416016
	Iteration 56Q: 3 clusters Score -1.624136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16241384.000000 Penalty: 5880.416016
	Iteration 57Q: 3 clusters Score -1.624138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139981 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16241428.000000 Penalty: 5880.416016
	Iteration 58Q: 3 clusters Score -1.624143e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16241478.000000 Penalty: 5880.416016
	Iteration 59Q: 3 clusters Score -1.624148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140037 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16241497.000000 Penalty: 5880.416016
	Iteration 60F: 3 clusters Score -1.62415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140052 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16241515.000000 Penalty: 5880.416016
	Iteration 61Q: 3 clusters Score -1.624152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16241528.000000 Penalty: 5880.416016
	Iteration 62Q: 3 clusters Score -1.624153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16241537.000000 Penalty: 5880.416016
	Iteration 63Q: 3 clusters Score -1.624154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140098 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16241554.000000 Penalty: 5880.416016
	Iteration 64Q: 3 clusters Score -1.624155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140114 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16241574.000000 Penalty: 5880.416016
	Iteration 65Q: 3 clusters Score -1.624157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16241585.000000 Penalty: 5880.416016
	Iteration 66Q: 3 clusters Score -1.624158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16241605.000000 Penalty: 5880.416016
	Iteration 67Q: 3 clusters Score -1.62416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16241605.000000 Penalty: 5880.416016
	Iteration 68Q: 3 clusters Score -1.62416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140152 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16241608.000000 Penalty: 5880.416016
	Iteration 69Q: 3 clusters Score -1.624161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16241608.000000 Penalty: 5880.416016
	Iteration 70Q: 3 clusters Score -1.624161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140159 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16241623.000000 Penalty: 5880.416016
	Iteration 71Q: 3 clusters Score -1.624162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140159 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16241629.000000 Penalty: 5880.416016
	Iteration 72Q: 3 clusters Score -1.624163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16241625.000000 Penalty: 5880.416016
	Iteration 73Q: 3 clusters Score -1.624162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140163 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16241627.000000 Penalty: 5880.416016
	Iteration 74Q: 3 clusters Score -1.624163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16241637.000000 Penalty: 5880.416016
	Iteration 75Q: 3 clusters Score -1.624164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16241636.000000 Penalty: 5880.416016
	Iteration 76Q: 3 clusters Score -1.624164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16241645.000000 Penalty: 5880.416016
	Iteration 77Q: 3 clusters Score -1.624164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16241633.000000 Penalty: 5880.416016
	Iteration 78Q: 3 clusters Score -1.624163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16241633.000000 Penalty: 5880.416016
	Iteration 79F: 3 clusters Score -1.624163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Entering Unmasked Estep 
Score: -2592872.250000 Penalty: 2512.384521
	Iteration 0F: 2 clusters Score -2592872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2575584.250000 Penalty: 5024.769043
	Iteration 0F: 3 clusters Score -2575584 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2582211.500000 Penalty: 5024.769043
	Iteration 1F: 3 clusters Score -2582212 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2583410.000000 Penalty: 5024.769043
	Iteration 2F: 3 clusters Score -2583410 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2584548.750000 Penalty: 5024.769043
	Iteration 3F: 3 clusters Score -2584549 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2585412.750000 Penalty: 5024.769043
	Iteration 4F: 3 clusters Score -2585413 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2586064.000000 Penalty: 5024.769043
	Iteration 5F: 3 clusters Score -2586064 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2586547.000000 Penalty: 5024.769043
	Iteration 6Q: 3 clusters Score -2586547 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2586939.000000 Penalty: 5024.769043
	Iteration 7Q: 3 clusters Score -2586939 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2587236.750000 Penalty: 5024.769043
	Iteration 8Q: 3 clusters Score -2587237 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2587468.250000 Penalty: 5024.769043
	Iteration 9Q: 3 clusters Score -2587468 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2587658.250000 Penalty: 5024.769043
	Iteration 10Q: 3 clusters Score -2587658 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2587789.000000 Penalty: 5024.769043
	Iteration 11Q: 3 clusters Score -2587789 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2587878.000000 Penalty: 5024.769043
	Iteration 12Q: 3 clusters Score -2587878 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2587957.000000 Penalty: 5024.769043
	Iteration 13Q: 3 clusters Score -2587957 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2588022.500000 Penalty: 5024.769043
	Iteration 14Q: 3 clusters Score -2588022 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2588108.500000 Penalty: 5024.769043
	Iteration 15Q: 3 clusters Score -2588108 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2588196.500000 Penalty: 5024.769043
	Iteration 16Q: 3 clusters Score -2588196 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2588260.500000 Penalty: 5024.769043
	Iteration 17Q: 3 clusters Score -2588260 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2588336.250000 Penalty: 5024.769043
	Iteration 18Q: 3 clusters Score -2588336 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2588406.500000 Penalty: 5024.769043
	Iteration 19Q: 3 clusters Score -2588406 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2588490.000000 Penalty: 5024.769043
	Iteration 20F: 3 clusters Score -2588490 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2588557.000000 Penalty: 5024.769043
	Iteration 21Q: 3 clusters Score -2588557 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2588615.250000 Penalty: 5024.769043
	Iteration 22Q: 3 clusters Score -2588615 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2588693.000000 Penalty: 5024.769043
	Iteration 23Q: 3 clusters Score -2588693 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2588780.000000 Penalty: 5024.769043
	Iteration 24Q: 3 clusters Score -2588780 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2588852.000000 Penalty: 5024.769043
	Iteration 25Q: 3 clusters Score -2588852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2588944.000000 Penalty: 5024.769043
	Iteration 26Q: 3 clusters Score -2588944 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2589027.500000 Penalty: 5024.769043
	Iteration 27Q: 3 clusters Score -2589028 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2589100.250000 Penalty: 5024.769043
	Iteration 28Q: 3 clusters Score -2589100 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2589166.000000 Penalty: 5024.769043
	Iteration 29Q: 3 clusters Score -2589166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2589240.000000 Penalty: 5024.769043
	Iteration 30Q: 3 clusters Score -2589240 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2589314.500000 Penalty: 5024.769043
	Iteration 31Q: 3 clusters Score -2589314 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2589402.250000 Penalty: 5024.769043
	Iteration 32Q: 3 clusters Score -2589402 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2589504.500000 Penalty: 5024.769043
	Iteration 33Q: 3 clusters Score -2589504 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2589617.500000 Penalty: 5024.769043
	Iteration 34Q: 3 clusters Score -2589618 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2589718.250000 Penalty: 5024.769043
	Iteration 35Q: 3 clusters Score -2589718 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2589843.750000 Penalty: 5024.769043
	Iteration 36Q: 3 clusters Score -2589844 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2589943.250000 Penalty: 5024.769043
	Iteration 37Q: 3 clusters Score -2589943 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2590051.250000 Penalty: 5024.769043
	Iteration 38Q: 3 clusters Score -2590051 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2590129.500000 Penalty: 5024.769043
	Iteration 39Q: 3 clusters Score -2590130 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2590229.750000 Penalty: 5024.769043
	Iteration 40F: 3 clusters Score -2590230 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2590299.000000 Penalty: 5024.769043
	Iteration 41Q: 3 clusters Score -2590299 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2590371.500000 Penalty: 5024.769043
	Iteration 42Q: 3 clusters Score -2590372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2590441.750000 Penalty: 5024.769043
	Iteration 43Q: 3 clusters Score -2590442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2590479.000000 Penalty: 5024.769043
	Iteration 44Q: 3 clusters Score -2590479 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2590518.500000 Penalty: 5024.769043
	Iteration 45Q: 3 clusters Score -2590518 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2590557.000000 Penalty: 5024.769043
	Iteration 46Q: 3 clusters Score -2590557 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2590593.250000 Penalty: 5024.769043
	Iteration 47Q: 3 clusters Score -2590593 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2590632.250000 Penalty: 5024.769043
	Iteration 48Q: 3 clusters Score -2590632 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2590678.750000 Penalty: 5024.769043
	Iteration 49Q: 3 clusters Score -2590679 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2590722.250000 Penalty: 5024.769043
	Iteration 50Q: 3 clusters Score -2590722 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2590779.250000 Penalty: 5024.769043
	Iteration 51Q: 3 clusters Score -2590779 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2590828.500000 Penalty: 5024.769043
	Iteration 52Q: 3 clusters Score -2590828 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2590876.000000 Penalty: 5024.769043
	Iteration 53Q: 3 clusters Score -2590876 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2590925.000000 Penalty: 5024.769043
	Iteration 54Q: 3 clusters Score -2590925 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2590978.500000 Penalty: 5024.769043
	Iteration 55Q: 3 clusters Score -2590978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2591033.250000 Penalty: 5024.769043
	Iteration 56Q: 3 clusters Score -2591033 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2591098.750000 Penalty: 5024.769043
	Iteration 57Q: 3 clusters Score -2591099 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2591174.250000 Penalty: 5024.769043
	Iteration 58Q: 3 clusters Score -2591174 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2591243.500000 Penalty: 5024.769043
	Iteration 59Q: 3 clusters Score -2591244 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2591305.750000 Penalty: 5024.769043
	Iteration 60F: 3 clusters Score -2591306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2591377.000000 Penalty: 5024.769043
	Iteration 61Q: 3 clusters Score -2591377 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2591437.000000 Penalty: 5024.769043
	Iteration 62Q: 3 clusters Score -2591437 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2591497.500000 Penalty: 5024.769043
	Iteration 63Q: 3 clusters Score -2591498 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2591556.000000 Penalty: 5024.769043
	Iteration 64Q: 3 clusters Score -2591556 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2591614.000000 Penalty: 5024.769043
	Iteration 65Q: 3 clusters Score -2591614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2591668.750000 Penalty: 5024.769043
	Iteration 66Q: 3 clusters Score -2591669 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2591723.250000 Penalty: 5024.769043
	Iteration 67Q: 3 clusters Score -2591723 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2591762.750000 Penalty: 5024.769043
	Iteration 68Q: 3 clusters Score -2591763 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2591801.750000 Penalty: 5024.769043
	Iteration 69Q: 3 clusters Score -2591802 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2591829.000000 Penalty: 5024.769043
	Iteration 70Q: 3 clusters Score -2591829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2591862.500000 Penalty: 5024.769043
	Iteration 71Q: 3 clusters Score -2591862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2591896.000000 Penalty: 5024.769043
	Iteration 72Q: 3 clusters Score -2591896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2591924.250000 Penalty: 5024.769043
	Iteration 73Q: 3 clusters Score -2591924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2591949.500000 Penalty: 5024.769043
	Iteration 74Q: 3 clusters Score -2591950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2591972.500000 Penalty: 5024.769043
	Iteration 75Q: 3 clusters Score -2591972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2591999.000000 Penalty: 5024.769043
	Iteration 76Q: 3 clusters Score -2591999 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2592012.500000 Penalty: 5024.769043
	Iteration 77Q: 3 clusters Score -2592012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2592040.500000 Penalty: 5024.769043
	Iteration 78Q: 3 clusters Score -2592040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2592061.500000 Penalty: 5024.769043
	Iteration 79Q: 3 clusters Score -2592062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2592083.000000 Penalty: 5024.769043
	Iteration 80F: 3 clusters Score -2592083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2592099.000000 Penalty: 5024.769043
	Iteration 81Q: 3 clusters Score -2592099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2592111.750000 Penalty: 5024.769043
	Iteration 82Q: 3 clusters Score -2592112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2592124.250000 Penalty: 5024.769043
	Iteration 83Q: 3 clusters Score -2592124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2592143.500000 Penalty: 5024.769043
	Iteration 84Q: 3 clusters Score -2592144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2592151.000000 Penalty: 5024.769043
	Iteration 85Q: 3 clusters Score -2592151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2592170.000000 Penalty: 5024.769043
	Iteration 86Q: 3 clusters Score -2592170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2592183.000000 Penalty: 5024.769043
	Iteration 87Q: 3 clusters Score -2592183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2592200.500000 Penalty: 5024.769043
	Iteration 88Q: 3 clusters Score -2592200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2592203.250000 Penalty: 5024.769043
	Iteration 89Q: 3 clusters Score -2592203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2592224.500000 Penalty: 5024.769043
	Iteration 90Q: 3 clusters Score -2592224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2592233.750000 Penalty: 5024.769043
	Iteration 91Q: 3 clusters Score -2592234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2592245.250000 Penalty: 5024.769043
	Iteration 92Q: 3 clusters Score -2592245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2592256.000000 Penalty: 5024.769043
	Iteration 93Q: 3 clusters Score -2592256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2592252.250000 Penalty: 5024.769043
	Iteration 94Q: 3 clusters Score -2592252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2592254.750000 Penalty: 5024.769043
	Iteration 95Q: 3 clusters Score -2592255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2592261.000000 Penalty: 5024.769043
	Iteration 96Q: 3 clusters Score -2592261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2592262.750000 Penalty: 5024.769043
	Iteration 97Q: 3 clusters Score -2592263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2592264.750000 Penalty: 5024.769043
	Iteration 98Q: 3 clusters Score -2592265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2592260.750000 Penalty: 5024.769043
	Iteration 99Q: 3 clusters Score -2592261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2592261.000000 Penalty: 5024.769043
	Iteration 100F: 3 clusters Score -2592261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2592264.750000 Penalty: 5024.769043
	Iteration 101Q: 3 clusters Score -2592265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2592265.250000 Penalty: 5024.769043
	Iteration 102Q: 3 clusters Score -2592265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2592270.750000 Penalty: 5024.769043
	Iteration 103Q: 3 clusters Score -2592271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2592271.750000 Penalty: 5024.769043
	Iteration 104Q: 3 clusters Score -2592272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2592279.250000 Penalty: 5024.769043
	Iteration 105Q: 3 clusters Score -2592279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2592276.500000 Penalty: 5024.769043
	Iteration 106Q: 3 clusters Score -2592276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2592278.750000 Penalty: 5024.769043
	Iteration 107Q: 3 clusters Score -2592279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2592277.250000 Penalty: 5024.769043
	Iteration 108Q: 3 clusters Score -2592277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2592275.750000 Penalty: 5024.769043
	Iteration 109Q: 3 clusters Score -2592276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2592274.250000 Penalty: 5024.769043
	Iteration 110Q: 3 clusters Score -2592274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2592276.500000 Penalty: 5024.769043
	Iteration 111Q: 3 clusters Score -2592276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2592281.500000 Penalty: 5024.769043
	Iteration 112Q: 3 clusters Score -2592282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2592281.000000 Penalty: 5024.769043
	Iteration 113Q: 3 clusters Score -2592281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2592279.750000 Penalty: 5024.769043
	Iteration 114Q: 3 clusters Score -2592280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2592279.000000 Penalty: 5024.769043
	Iteration 115Q: 3 clusters Score -2592279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2592280.000000 Penalty: 5024.769043
	Iteration 116Q: 3 clusters Score -2592280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2592286.750000 Penalty: 5024.769043
	Iteration 117Q: 3 clusters Score -2592287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2592284.500000 Penalty: 5024.769043
	Iteration 118Q: 3 clusters Score -2592284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2592287.000000 Penalty: 5024.769043
	Iteration 119Q: 3 clusters Score -2592287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2592288.250000 Penalty: 5024.769043
	Iteration 120F: 3 clusters Score -2592288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2592287.000000 Penalty: 5024.769043
	Iteration 121Q: 3 clusters Score -2592287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2592291.750000 Penalty: 5024.769043
	Iteration 122Q: 3 clusters Score -2592292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2592295.750000 Penalty: 5024.769043
	Iteration 123Q: 3 clusters Score -2592296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2592294.750000 Penalty: 5024.769043
	Iteration 124Q: 3 clusters Score -2592295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2592296.750000 Penalty: 5024.769043
	Iteration 125Q: 3 clusters Score -2592297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2592296.750000 Penalty: 5024.769043
	Iteration 126Q: 3 clusters Score -2592297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2592298.750000 Penalty: 5024.769043
	Iteration 127Q: 3 clusters Score -2592299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2592299.250000 Penalty: 5024.769043
	Iteration 128Q: 3 clusters Score -2592299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2592297.500000 Penalty: 5024.769043
	Iteration 129Q: 3 clusters Score -2592298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2592299.000000 Penalty: 5024.769043
	Iteration 130Q: 3 clusters Score -2592299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2592301.000000 Penalty: 5024.769043
	Iteration 131Q: 3 clusters Score -2592301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2592301.000000 Penalty: 5024.769043
	Iteration 132F: 3 clusters Score -2592301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -645305.625000 Penalty: 2167.126953
	Iteration 0F: 2 clusters Score -645305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -640019.562500 Penalty: 4334.253906
	Iteration 0F: 3 clusters Score -640019.6 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -641514.375000 Penalty: 4334.253906
	Iteration 1F: 3 clusters Score -641514.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -641865.687500 Penalty: 4334.253906
	Iteration 2F: 3 clusters Score -641865.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -642105.187500 Penalty: 4334.253906
	Iteration 3F: 3 clusters Score -642105.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -642323.437500 Penalty: 4334.253906
	Iteration 4F: 3 clusters Score -642323.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -642550.187500 Penalty: 4334.253906
	Iteration 5Q: 3 clusters Score -642550.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -642788.625000 Penalty: 4334.253906
	Iteration 6Q: 3 clusters Score -642788.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -643012.375000 Penalty: 4334.253906
	Iteration 7Q: 3 clusters Score -643012.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -643191.250000 Penalty: 4334.253906
	Iteration 8Q: 3 clusters Score -643191.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -643305.250000 Penalty: 4334.253906
	Iteration 9Q: 3 clusters Score -643305.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -643374.062500 Penalty: 4334.253906
	Iteration 10Q: 3 clusters Score -643374.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -643427.937500 Penalty: 4334.253906
	Iteration 11Q: 3 clusters Score -643427.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -643468.125000 Penalty: 4334.253906
	Iteration 12Q: 3 clusters Score -643468.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -643497.000000 Penalty: 4334.253906
	Iteration 13Q: 3 clusters Score -643497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -643550.687500 Penalty: 4334.253906
	Iteration 14Q: 3 clusters Score -643550.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -643607.625000 Penalty: 4334.253906
	Iteration 15Q: 3 clusters Score -643607.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -643649.000000 Penalty: 4334.253906
	Iteration 16Q: 3 clusters Score -643649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -643689.437500 Penalty: 4334.253906
	Iteration 17Q: 3 clusters Score -643689.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -643723.750000 Penalty: 4334.253906
	Iteration 18Q: 3 clusters Score -643723.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -643756.812500 Penalty: 4334.253906
	Iteration 19Q: 3 clusters Score -643756.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -643790.875000 Penalty: 4334.253906
	Iteration 20F: 3 clusters Score -643790.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -643816.375000 Penalty: 4334.253906
	Iteration 21Q: 3 clusters Score -643816.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -643833.312500 Penalty: 4334.253906
	Iteration 22Q: 3 clusters Score -643833.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -643844.500000 Penalty: 4334.253906
	Iteration 23Q: 3 clusters Score -643844.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -643854.000000 Penalty: 4334.253906
	Iteration 24Q: 3 clusters Score -643854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -643866.125000 Penalty: 4334.253906
	Iteration 25Q: 3 clusters Score -643866.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -643880.687500 Penalty: 4334.253906
	Iteration 26Q: 3 clusters Score -643880.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -643895.500000 Penalty: 4334.253906
	Iteration 27Q: 3 clusters Score -643895.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -643907.375000 Penalty: 4334.253906
	Iteration 28Q: 3 clusters Score -643907.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -643918.375000 Penalty: 4334.253906
	Iteration 29Q: 3 clusters Score -643918.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -643931.312500 Penalty: 4334.253906
	Iteration 30Q: 3 clusters Score -643931.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -643940.375000 Penalty: 4334.253906
	Iteration 31Q: 3 clusters Score -643940.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -643948.937500 Penalty: 4334.253906
	Iteration 32Q: 3 clusters Score -643948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -643956.250000 Penalty: 4334.253906
	Iteration 33Q: 3 clusters Score -643956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -643962.937500 Penalty: 4334.253906
	Iteration 34Q: 3 clusters Score -643962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -643970.875000 Penalty: 4334.253906
	Iteration 35Q: 3 clusters Score -643970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -643976.187500 Penalty: 4334.253906
	Iteration 36Q: 3 clusters Score -643976.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -643985.125000 Penalty: 4334.253906
	Iteration 37Q: 3 clusters Score -643985.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -643992.562500 Penalty: 4334.253906
	Iteration 38Q: 3 clusters Score -643992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -643998.562500 Penalty: 4334.253906
	Iteration 39Q: 3 clusters Score -643998.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -644005.562500 Penalty: 4334.253906
	Iteration 40F: 3 clusters Score -644005.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -644013.062500 Penalty: 4334.253906
	Iteration 41Q: 3 clusters Score -644013.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -644017.875000 Penalty: 4334.253906
	Iteration 42Q: 3 clusters Score -644017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -644021.875000 Penalty: 4334.253906
	Iteration 43Q: 3 clusters Score -644021.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -644027.375000 Penalty: 4334.253906
	Iteration 44Q: 3 clusters Score -644027.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -644032.437500 Penalty: 4334.253906
	Iteration 45Q: 3 clusters Score -644032.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -644035.250000 Penalty: 4334.253906
	Iteration 46Q: 3 clusters Score -644035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -644039.062500 Penalty: 4334.253906
	Iteration 47Q: 3 clusters Score -644039.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -644043.375000 Penalty: 4334.253906
	Iteration 48Q: 3 clusters Score -644043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -644047.937500 Penalty: 4334.253906
	Iteration 49Q: 3 clusters Score -644047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -644051.750000 Penalty: 4334.253906
	Iteration 50Q: 3 clusters Score -644051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -644050.562500 Penalty: 4334.253906
	Iteration 51Q: 3 clusters Score -644050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -644054.750000 Penalty: 4334.253906
	Iteration 52Q: 3 clusters Score -644054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -644056.312500 Penalty: 4334.253906
	Iteration 53Q: 3 clusters Score -644056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -644056.437500 Penalty: 4334.253906
	Iteration 54Q: 3 clusters Score -644056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -644057.937500 Penalty: 4334.253906
	Iteration 55Q: 3 clusters Score -644057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -644058.875000 Penalty: 4334.253906
	Iteration 56Q: 3 clusters Score -644058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -644059.500000 Penalty: 4334.253906
	Iteration 57Q: 3 clusters Score -644059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -644059.937500 Penalty: 4334.253906
	Iteration 58Q: 3 clusters Score -644059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -644059.687500 Penalty: 4334.253906
	Iteration 59Q: 3 clusters Score -644059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -644059.687500 Penalty: 4334.253906
	Iteration 60F: 3 clusters Score -644059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -414612.875000 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -414612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -410949.000000 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -410949 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -411949.437500 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -411949.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -412376.031250 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -412376 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -412741.125000 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -412741.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -413056.531250 Penalty: 4078.253418
	Iteration 4F: 3 clusters Score -413056.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -413273.375000 Penalty: 4078.253418
	Iteration 5F: 3 clusters Score -413273.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -413464.500000 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -413464.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -413620.093750 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -413620.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -413716.437500 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -413716.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -413777.562500 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -413777.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -413822.531250 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -413822.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -413855.000000 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -413855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -413884.000000 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -413884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -413910.218750 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -413910.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -413952.593750 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -413952.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -414066.062500 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -414066.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -414260.562500 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -414260.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -414342.687500 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -414342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -414366.718750 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -414366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -414370.843750 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -414370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -414372.750000 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -414372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -414373.937500 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -414373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -414374.343750 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -414374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -414374.343750 Penalty: 4078.253418
	Iteration 23F: 3 clusters Score -414374.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Entering Unmasked Estep 
Score: -2764959.500000 Penalty: 2500.918701
	Iteration 0F: 2 clusters Score -2764960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2748293.500000 Penalty: 5001.837402
	Iteration 0F: 3 clusters Score -2748294 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2753932.250000 Penalty: 5001.837402
	Iteration 1F: 3 clusters Score -2753932 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2754327.000000 Penalty: 5001.837402
	Iteration 2Q: 3 clusters Score -2754327 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2754662.750000 Penalty: 5001.837402
	Iteration 3Q: 3 clusters Score -2754663 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2754948.000000 Penalty: 5001.837402
	Iteration 4Q: 3 clusters Score -2754948 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2755221.250000 Penalty: 5001.837402
	Iteration 5Q: 3 clusters Score -2755221 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2755488.750000 Penalty: 5001.837402
	Iteration 6Q: 3 clusters Score -2755489 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2755766.750000 Penalty: 5001.837402
	Iteration 7Q: 3 clusters Score -2755767 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2756152.750000 Penalty: 5001.837402
	Iteration 8Q: 3 clusters Score -2756153 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2756565.250000 Penalty: 5001.837402
	Iteration 9Q: 3 clusters Score -2756565 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2757085.250000 Penalty: 5001.837402
	Iteration 10Q: 3 clusters Score -2757085 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2757727.750000 Penalty: 5001.837402
	Iteration 11Q: 3 clusters Score -2757728 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2758380.750000 Penalty: 5001.837402
	Iteration 12Q: 3 clusters Score -2758381 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2759054.750000 Penalty: 5001.837402
	Iteration 13Q: 3 clusters Score -2759055 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2759671.750000 Penalty: 5001.837402
	Iteration 14Q: 3 clusters Score -2759672 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2760310.000000 Penalty: 5001.837402
	Iteration 15Q: 3 clusters Score -2760310 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2760922.250000 Penalty: 5001.837402
	Iteration 16Q: 3 clusters Score -2760922 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2761440.000000 Penalty: 5001.837402
	Iteration 17Q: 3 clusters Score -2761440 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2761862.500000 Penalty: 5001.837402
	Iteration 18Q: 3 clusters Score -2761862 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2762154.750000 Penalty: 5001.837402
	Iteration 19Q: 3 clusters Score -2762155 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2762358.250000 Penalty: 5001.837402
	Iteration 20F: 3 clusters Score -2762358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2762464.500000 Penalty: 5001.837402
	Iteration 21Q: 3 clusters Score -2762464 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2762561.000000 Penalty: 5001.837402
	Iteration 22Q: 3 clusters Score -2762561 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2762625.000000 Penalty: 5001.837402
	Iteration 23Q: 3 clusters Score -2762625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2762674.000000 Penalty: 5001.837402
	Iteration 24Q: 3 clusters Score -2762674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2762719.000000 Penalty: 5001.837402
	Iteration 25Q: 3 clusters Score -2762719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2762770.750000 Penalty: 5001.837402
	Iteration 26Q: 3 clusters Score -2762771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2762789.500000 Penalty: 5001.837402
	Iteration 27Q: 3 clusters Score -2762790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2762817.500000 Penalty: 5001.837402
	Iteration 28Q: 3 clusters Score -2762818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2762836.000000 Penalty: 5001.837402
	Iteration 29Q: 3 clusters Score -2762836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2762853.500000 Penalty: 5001.837402
	Iteration 30Q: 3 clusters Score -2762854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2762873.250000 Penalty: 5001.837402
	Iteration 31Q: 3 clusters Score -2762873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2762891.250000 Penalty: 5001.837402
	Iteration 32Q: 3 clusters Score -2762891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2762909.250000 Penalty: 5001.837402
	Iteration 33Q: 3 clusters Score -2762909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2762919.250000 Penalty: 5001.837402
	Iteration 34Q: 3 clusters Score -2762919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2762928.250000 Penalty: 5001.837402
	Iteration 35Q: 3 clusters Score -2762928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2762939.750000 Penalty: 5001.837402
	Iteration 36Q: 3 clusters Score -2762940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2762952.250000 Penalty: 5001.837402
	Iteration 37Q: 3 clusters Score -2762952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2762957.750000 Penalty: 5001.837402
	Iteration 38Q: 3 clusters Score -2762958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2762963.500000 Penalty: 5001.837402
	Iteration 39Q: 3 clusters Score -2762964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2762966.500000 Penalty: 5001.837402
	Iteration 40F: 3 clusters Score -2762966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2762965.500000 Penalty: 5001.837402
	Iteration 41Q: 3 clusters Score -2762966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2762971.750000 Penalty: 5001.837402
	Iteration 42Q: 3 clusters Score -2762972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2762981.500000 Penalty: 5001.837402
	Iteration 43Q: 3 clusters Score -2762982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2762982.500000 Penalty: 5001.837402
	Iteration 44Q: 3 clusters Score -2762982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2762978.500000 Penalty: 5001.837402
	Iteration 45Q: 3 clusters Score -2762978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2762983.750000 Penalty: 5001.837402
	Iteration 46Q: 3 clusters Score -2762984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2762985.500000 Penalty: 5001.837402
	Iteration 47Q: 3 clusters Score -2762986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2762985.500000 Penalty: 5001.837402
	Iteration 48F: 3 clusters Score -2762986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -910230.812500 Penalty: 2232.058594
	Iteration 0F: 2 clusters Score -910230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -903799.000000 Penalty: 4464.117188
	Iteration 0F: 3 clusters Score -903799 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -905633.187500 Penalty: 4464.117188
	Iteration 1F: 3 clusters Score -905633.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -906056.187500 Penalty: 4464.117188
	Iteration 2F: 3 clusters Score -906056.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -906438.625000 Penalty: 4464.117188
	Iteration 3F: 3 clusters Score -906438.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -906775.875000 Penalty: 4464.117188
	Iteration 4F: 3 clusters Score -906775.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -907086.687500 Penalty: 4464.117188
	Iteration 5F: 3 clusters Score -907086.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -907364.812500 Penalty: 4464.117188
	Iteration 6F: 3 clusters Score -907364.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -907596.812500 Penalty: 4464.117188
	Iteration 7Q: 3 clusters Score -907596.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -907803.687500 Penalty: 4464.117188
	Iteration 8Q: 3 clusters Score -907803.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -907940.875000 Penalty: 4464.117188
	Iteration 9Q: 3 clusters Score -907940.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -908035.250000 Penalty: 4464.117188
	Iteration 10Q: 3 clusters Score -908035.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -908114.875000 Penalty: 4464.117188
	Iteration 11Q: 3 clusters Score -908114.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -908181.187500 Penalty: 4464.117188
	Iteration 12Q: 3 clusters Score -908181.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -908229.875000 Penalty: 4464.117188
	Iteration 13Q: 3 clusters Score -908229.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -908266.312500 Penalty: 4464.117188
	Iteration 14Q: 3 clusters Score -908266.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -908299.500000 Penalty: 4464.117188
	Iteration 15Q: 3 clusters Score -908299.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -908337.062500 Penalty: 4464.117188
	Iteration 16Q: 3 clusters Score -908337.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -908374.750000 Penalty: 4464.117188
	Iteration 17Q: 3 clusters Score -908374.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -908413.062500 Penalty: 4464.117188
	Iteration 18Q: 3 clusters Score -908413.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -908450.625000 Penalty: 4464.117188
	Iteration 19Q: 3 clusters Score -908450.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -908483.062500 Penalty: 4464.117188
	Iteration 20F: 3 clusters Score -908483.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -908517.187500 Penalty: 4464.117188
	Iteration 21Q: 3 clusters Score -908517.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -908547.187500 Penalty: 4464.117188
	Iteration 22Q: 3 clusters Score -908547.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -908582.562500 Penalty: 4464.117188
	Iteration 23Q: 3 clusters Score -908582.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -908606.937500 Penalty: 4464.117188
	Iteration 24Q: 3 clusters Score -908606.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -908632.937500 Penalty: 4464.117188
	Iteration 25Q: 3 clusters Score -908632.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -908654.812500 Penalty: 4464.117188
	Iteration 26Q: 3 clusters Score -908654.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -908673.062500 Penalty: 4464.117188
	Iteration 27Q: 3 clusters Score -908673.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -908686.625000 Penalty: 4464.117188
	Iteration 28Q: 3 clusters Score -908686.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -908696.562500 Penalty: 4464.117188
	Iteration 29Q: 3 clusters Score -908696.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -908702.437500 Penalty: 4464.117188
	Iteration 30Q: 3 clusters Score -908702.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -908708.437500 Penalty: 4464.117188
	Iteration 31Q: 3 clusters Score -908708.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -908715.125000 Penalty: 4464.117188
	Iteration 32Q: 3 clusters Score -908715.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -908723.500000 Penalty: 4464.117188
	Iteration 33Q: 3 clusters Score -908723.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -908732.437500 Penalty: 4464.117188
	Iteration 34Q: 3 clusters Score -908732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -908735.000000 Penalty: 4464.117188
	Iteration 35Q: 3 clusters Score -908735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -908739.875000 Penalty: 4464.117188
	Iteration 36Q: 3 clusters Score -908739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -908742.937500 Penalty: 4464.117188
	Iteration 37Q: 3 clusters Score -908742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -908740.937500 Penalty: 4464.117188
	Iteration 38Q: 3 clusters Score -908740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -908745.500000 Penalty: 4464.117188
	Iteration 39Q: 3 clusters Score -908745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -908750.812500 Penalty: 4464.117188
	Iteration 40F: 3 clusters Score -908750.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -908755.500000 Penalty: 4464.117188
	Iteration 41Q: 3 clusters Score -908755.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -908761.375000 Penalty: 4464.117188
	Iteration 42Q: 3 clusters Score -908761.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -908761.812500 Penalty: 4464.117188
	Iteration 43Q: 3 clusters Score -908761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -908765.062500 Penalty: 4464.117188
	Iteration 44Q: 3 clusters Score -908765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -908769.062500 Penalty: 4464.117188
	Iteration 45Q: 3 clusters Score -908769.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -908770.312500 Penalty: 4464.117188
	Iteration 46Q: 3 clusters Score -908770.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -908771.937500 Penalty: 4464.117188
	Iteration 47Q: 3 clusters Score -908771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -908774.312500 Penalty: 4464.117188
	Iteration 48Q: 3 clusters Score -908774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -908775.250000 Penalty: 4464.117188
	Iteration 49Q: 3 clusters Score -908775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -908774.875000 Penalty: 4464.117188
	Iteration 50Q: 3 clusters Score -908774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -908781.375000 Penalty: 4464.117188
	Iteration 51Q: 3 clusters Score -908781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -908781.812500 Penalty: 4464.117188
	Iteration 52Q: 3 clusters Score -908781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -908781.687500 Penalty: 4464.117188
	Iteration 53Q: 3 clusters Score -908781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -908782.312500 Penalty: 4464.117188
	Iteration 54Q: 3 clusters Score -908782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -908781.062500 Penalty: 4464.117188
	Iteration 55Q: 3 clusters Score -908781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -908781.812500 Penalty: 4464.117188
	Iteration 56Q: 3 clusters Score -908781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -908783.437500 Penalty: 4464.117188
	Iteration 57Q: 3 clusters Score -908783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -908784.375000 Penalty: 4464.117188
	Iteration 58Q: 3 clusters Score -908784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -908784.812500 Penalty: 4464.117188
	Iteration 59Q: 3 clusters Score -908784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -908786.687500 Penalty: 4464.117188
	Iteration 60F: 3 clusters Score -908786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -908786.437500 Penalty: 4464.117188
	Iteration 61Q: 3 clusters Score -908786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -908786.437500 Penalty: 4464.117188
	Iteration 62F: 3 clusters Score -908786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96537.812500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -96537.81 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 439 members 
Entering Unmasked Estep 
Score: -94681.117188 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -94681.12 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95025.031250 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -95025.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95153.757812 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -95153.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95270.687500 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -95270.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95491.093750 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -95491.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95948.796875 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -95948.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96082.835938 Penalty: 3378.377197
	Iteration 6F: 3 clusters Score -96082.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96152.515625 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -96152.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96204.546875 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -96204.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96245.648438 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -96245.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96275.445312 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -96275.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96302.265625 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -96302.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96318.062500 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -96318.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -96332.679688 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -96332.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -96346.609375 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -96346.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -96354.265625 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -96354.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -96355.703125 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -96355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -96355.703125 Penalty: 3378.377197
	Iteration 17F: 3 clusters Score -96355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Entering Unmasked Estep 
Score: -2159905.250000 Penalty: 2440.257568
	Iteration 0F: 2 clusters Score -2159905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2146619.500000 Penalty: 4880.515137
	Iteration 0F: 3 clusters Score -2146620 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2151170.500000 Penalty: 4880.515137
	Iteration 1F: 3 clusters Score -2151170 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2151602.500000 Penalty: 4880.515137
	Iteration 2F: 3 clusters Score -2151602 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2152063.750000 Penalty: 4880.515137
	Iteration 3Q: 3 clusters Score -2152064 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2152599.500000 Penalty: 4880.515137
	Iteration 4F: 3 clusters Score -2152600 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2153058.500000 Penalty: 4880.515137
	Iteration 5Q: 3 clusters Score -2153058 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2153505.500000 Penalty: 4880.515137
	Iteration 6Q: 3 clusters Score -2153506 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2153923.750000 Penalty: 4880.515137
	Iteration 7Q: 3 clusters Score -2153924 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2154354.250000 Penalty: 4880.515137
	Iteration 8Q: 3 clusters Score -2154354 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2154769.750000 Penalty: 4880.515137
	Iteration 9Q: 3 clusters Score -2154770 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2155103.250000 Penalty: 4880.515137
	Iteration 10Q: 3 clusters Score -2155103 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2155329.000000 Penalty: 4880.515137
	Iteration 11Q: 3 clusters Score -2155329 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2155549.500000 Penalty: 4880.515137
	Iteration 12Q: 3 clusters Score -2155550 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2155750.000000 Penalty: 4880.515137
	Iteration 13Q: 3 clusters Score -2155750 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2155941.500000 Penalty: 4880.515137
	Iteration 14Q: 3 clusters Score -2155942 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2156088.250000 Penalty: 4880.515137
	Iteration 15Q: 3 clusters Score -2156088 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2156222.000000 Penalty: 4880.515137
	Iteration 16Q: 3 clusters Score -2156222 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2156356.500000 Penalty: 4880.515137
	Iteration 17Q: 3 clusters Score -2156356 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2156529.500000 Penalty: 4880.515137
	Iteration 18Q: 3 clusters Score -2156530 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2156714.500000 Penalty: 4880.515137
	Iteration 19Q: 3 clusters Score -2156714 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2156896.750000 Penalty: 4880.515137
	Iteration 20F: 3 clusters Score -2156897 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2157079.500000 Penalty: 4880.515137
	Iteration 21Q: 3 clusters Score -2157080 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2157229.500000 Penalty: 4880.515137
	Iteration 22Q: 3 clusters Score -2157230 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2157385.000000 Penalty: 4880.515137
	Iteration 23Q: 3 clusters Score -2157385 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2157517.250000 Penalty: 4880.515137
	Iteration 24Q: 3 clusters Score -2157517 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2157665.750000 Penalty: 4880.515137
	Iteration 25Q: 3 clusters Score -2157666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2157807.750000 Penalty: 4880.515137
	Iteration 26Q: 3 clusters Score -2157808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2157927.250000 Penalty: 4880.515137
	Iteration 27Q: 3 clusters Score -2157927 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2158011.750000 Penalty: 4880.515137
	Iteration 28Q: 3 clusters Score -2158012 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2158108.750000 Penalty: 4880.515137
	Iteration 29Q: 3 clusters Score -2158109 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2158211.500000 Penalty: 4880.515137
	Iteration 30Q: 3 clusters Score -2158212 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2158316.250000 Penalty: 4880.515137
	Iteration 31Q: 3 clusters Score -2158316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2158409.250000 Penalty: 4880.515137
	Iteration 32Q: 3 clusters Score -2158409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2158502.750000 Penalty: 4880.515137
	Iteration 33Q: 3 clusters Score -2158503 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2158631.250000 Penalty: 4880.515137
	Iteration 34Q: 3 clusters Score -2158631 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2158764.500000 Penalty: 4880.515137
	Iteration 35Q: 3 clusters Score -2158764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2158881.500000 Penalty: 4880.515137
	Iteration 36Q: 3 clusters Score -2158882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2158989.000000 Penalty: 4880.515137
	Iteration 37Q: 3 clusters Score -2158989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2159063.750000 Penalty: 4880.515137
	Iteration 38Q: 3 clusters Score -2159064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2159086.750000 Penalty: 4880.515137
	Iteration 39Q: 3 clusters Score -2159087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2159118.250000 Penalty: 4880.515137
	Iteration 40F: 3 clusters Score -2159118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2159154.250000 Penalty: 4880.515137
	Iteration 41Q: 3 clusters Score -2159154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2159179.000000 Penalty: 4880.515137
	Iteration 42Q: 3 clusters Score -2159179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2159183.750000 Penalty: 4880.515137
	Iteration 43Q: 3 clusters Score -2159184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2159187.250000 Penalty: 4880.515137
	Iteration 44Q: 3 clusters Score -2159187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2159189.500000 Penalty: 4880.515137
	Iteration 45Q: 3 clusters Score -2159190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2159188.500000 Penalty: 4880.515137
	Iteration 46Q: 3 clusters Score -2159188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2159188.500000 Penalty: 4880.515137
	Iteration 47F: 3 clusters Score -2159188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -620346.750000 Penalty: 2177.978027
	Iteration 0F: 2 clusters Score -620346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -614850.125000 Penalty: 4355.956055
	Iteration 0F: 3 clusters Score -614850.1 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -616411.625000 Penalty: 4355.956055
	Iteration 1F: 3 clusters Score -616411.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -616970.062500 Penalty: 4355.956055
	Iteration 2F: 3 clusters Score -616970.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -617538.937500 Penalty: 4355.956055
	Iteration 3F: 3 clusters Score -617538.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -618035.812500 Penalty: 4355.956055
	Iteration 4F: 3 clusters Score -618035.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -618455.812500 Penalty: 4355.956055
	Iteration 5F: 3 clusters Score -618455.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -618726.500000 Penalty: 4355.956055
	Iteration 6F: 3 clusters Score -618726.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -618851.687500 Penalty: 4355.956055
	Iteration 7Q: 3 clusters Score -618851.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -618935.500000 Penalty: 4355.956055
	Iteration 8Q: 3 clusters Score -618935.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -618999.625000 Penalty: 4355.956055
	Iteration 9Q: 3 clusters Score -618999.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -619037.125000 Penalty: 4355.956055
	Iteration 10Q: 3 clusters Score -619037.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -619071.250000 Penalty: 4355.956055
	Iteration 11Q: 3 clusters Score -619071.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -619114.625000 Penalty: 4355.956055
	Iteration 12Q: 3 clusters Score -619114.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -619161.250000 Penalty: 4355.956055
	Iteration 13Q: 3 clusters Score -619161.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -619212.625000 Penalty: 4355.956055
	Iteration 14Q: 3 clusters Score -619212.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -619268.062500 Penalty: 4355.956055
	Iteration 15Q: 3 clusters Score -619268.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -619343.625000 Penalty: 4355.956055
	Iteration 16Q: 3 clusters Score -619343.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -619421.125000 Penalty: 4355.956055
	Iteration 17Q: 3 clusters Score -619421.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -619480.812500 Penalty: 4355.956055
	Iteration 18Q: 3 clusters Score -619480.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -619531.250000 Penalty: 4355.956055
	Iteration 19Q: 3 clusters Score -619531.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -619593.250000 Penalty: 4355.956055
	Iteration 20F: 3 clusters Score -619593.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -619666.812500 Penalty: 4355.956055
	Iteration 21Q: 3 clusters Score -619666.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -619744.750000 Penalty: 4355.956055
	Iteration 22Q: 3 clusters Score -619744.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -619821.062500 Penalty: 4355.956055
	Iteration 23Q: 3 clusters Score -619821.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -619889.687500 Penalty: 4355.956055
	Iteration 24Q: 3 clusters Score -619889.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -619950.625000 Penalty: 4355.956055
	Iteration 25Q: 3 clusters Score -619950.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -619998.937500 Penalty: 4355.956055
	Iteration 26Q: 3 clusters Score -619998.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -620055.312500 Penalty: 4355.956055
	Iteration 27Q: 3 clusters Score -620055.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -620109.187500 Penalty: 4355.956055
	Iteration 28Q: 3 clusters Score -620109.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -620169.250000 Penalty: 4355.956055
	Iteration 29Q: 3 clusters Score -620169.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -620218.625000 Penalty: 4355.956055
	Iteration 30Q: 3 clusters Score -620218.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -620259.375000 Penalty: 4355.956055
	Iteration 31Q: 3 clusters Score -620259.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -620289.437500 Penalty: 4355.956055
	Iteration 32Q: 3 clusters Score -620289.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -620310.750000 Penalty: 4355.956055
	Iteration 33Q: 3 clusters Score -620310.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -620336.062500 Penalty: 4355.956055
	Iteration 34Q: 3 clusters Score -620336.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -620361.125000 Penalty: 4355.956055
	Iteration 35Q: 3 clusters Score -620361.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -620386.875000 Penalty: 4355.956055
	Iteration 36Q: 3 clusters Score -620386.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -620418.375000 Penalty: 4355.956055
	Iteration 37Q: 3 clusters Score -620418.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -620457.500000 Penalty: 4355.956055
	Iteration 38Q: 3 clusters Score -620457.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -620514.937500 Penalty: 4355.956055
	Iteration 39Q: 3 clusters Score -620514.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -620609.750000 Penalty: 4355.956055
	Iteration 40F: 3 clusters Score -620609.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -620670.312500 Penalty: 4355.956055
	Iteration 41Q: 3 clusters Score -620670.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -620732.000000 Penalty: 4355.956055
	Iteration 42Q: 3 clusters Score -620732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -620778.875000 Penalty: 4355.956055
	Iteration 43Q: 3 clusters Score -620778.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -620800.875000 Penalty: 4355.956055
	Iteration 44Q: 3 clusters Score -620800.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -620820.625000 Penalty: 4355.956055
	Iteration 45Q: 3 clusters Score -620820.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -620829.625000 Penalty: 4355.956055
	Iteration 46Q: 3 clusters Score -620829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -620840.375000 Penalty: 4355.956055
	Iteration 47Q: 3 clusters Score -620840.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -620850.750000 Penalty: 4355.956055
	Iteration 48Q: 3 clusters Score -620850.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -620854.250000 Penalty: 4355.956055
	Iteration 49Q: 3 clusters Score -620854.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -620860.312500 Penalty: 4355.956055
	Iteration 50Q: 3 clusters Score -620860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -620863.937500 Penalty: 4355.956055
	Iteration 51Q: 3 clusters Score -620863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -620863.187500 Penalty: 4355.956055
	Iteration 52Q: 3 clusters Score -620863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -620865.312500 Penalty: 4355.956055
	Iteration 53Q: 3 clusters Score -620865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -620866.625000 Penalty: 4355.956055
	Iteration 54Q: 3 clusters Score -620866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -620868.875000 Penalty: 4355.956055
	Iteration 55Q: 3 clusters Score -620868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -620867.812500 Penalty: 4355.956055
	Iteration 56Q: 3 clusters Score -620867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -620868.312500 Penalty: 4355.956055
	Iteration 57Q: 3 clusters Score -620868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -620868.312500 Penalty: 4355.956055
	Iteration 58F: 3 clusters Score -620868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 2521 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 3996 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292384.000000 Penalty: 366495.125000
Splitting cluster 42 changes total score from -212293536.000000 to -212292384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (9085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Entering Unmasked Estep 
Score: -893631.562500 Penalty: 2260.366211
	Iteration 0F: 2 clusters Score -893631.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -886578.875000 Penalty: 4520.732422
	Iteration 0F: 3 clusters Score -886578.9 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -888863.250000 Penalty: 4520.732422
	Iteration 1F: 3 clusters Score -888863.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -889516.562500 Penalty: 4520.732422
	Iteration 2F: 3 clusters Score -889516.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -890107.125000 Penalty: 4520.732422
	Iteration 3F: 3 clusters Score -890107.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -890542.000000 Penalty: 4520.732422
	Iteration 4F: 3 clusters Score -890542 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -890822.937500 Penalty: 4520.732422
	Iteration 5Q: 3 clusters Score -890822.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -891022.437500 Penalty: 4520.732422
	Iteration 6Q: 3 clusters Score -891022.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -891197.500000 Penalty: 4520.732422
	Iteration 7Q: 3 clusters Score -891197.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -891331.625000 Penalty: 4520.732422
	Iteration 8Q: 3 clusters Score -891331.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -891434.250000 Penalty: 4520.732422
	Iteration 9Q: 3 clusters Score -891434.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -891495.312500 Penalty: 4520.732422
	Iteration 10Q: 3 clusters Score -891495.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -891553.562500 Penalty: 4520.732422
	Iteration 11Q: 3 clusters Score -891553.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -891594.437500 Penalty: 4520.732422
	Iteration 12Q: 3 clusters Score -891594.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -891624.937500 Penalty: 4520.732422
	Iteration 13Q: 3 clusters Score -891624.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -891649.687500 Penalty: 4520.732422
	Iteration 14Q: 3 clusters Score -891649.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -891671.500000 Penalty: 4520.732422
	Iteration 15Q: 3 clusters Score -891671.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -891698.750000 Penalty: 4520.732422
	Iteration 16Q: 3 clusters Score -891698.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -891720.875000 Penalty: 4520.732422
	Iteration 17Q: 3 clusters Score -891720.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -891740.062500 Penalty: 4520.732422
	Iteration 18Q: 3 clusters Score -891740.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -891753.375000 Penalty: 4520.732422
	Iteration 19Q: 3 clusters Score -891753.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -891765.437500 Penalty: 4520.732422
	Iteration 20F: 3 clusters Score -891765.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -891770.687500 Penalty: 4520.732422
	Iteration 21Q: 3 clusters Score -891770.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -891778.875000 Penalty: 4520.732422
	Iteration 22Q: 3 clusters Score -891778.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -891784.312500 Penalty: 4520.732422
	Iteration 23Q: 3 clusters Score -891784.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -891791.437500 Penalty: 4520.732422
	Iteration 24Q: 3 clusters Score -891791.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -891803.375000 Penalty: 4520.732422
	Iteration 25Q: 3 clusters Score -891803.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -891821.562500 Penalty: 4520.732422
	Iteration 26Q: 3 clusters Score -891821.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -891844.062500 Penalty: 4520.732422
	Iteration 27Q: 3 clusters Score -891844.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -891872.875000 Penalty: 4520.732422
	Iteration 28Q: 3 clusters Score -891872.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -891907.250000 Penalty: 4520.732422
	Iteration 29Q: 3 clusters Score -891907.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -891938.125000 Penalty: 4520.732422
	Iteration 30Q: 3 clusters Score -891938.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -891976.125000 Penalty: 4520.732422
	Iteration 31Q: 3 clusters Score -891976.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -892018.250000 Penalty: 4520.732422
	Iteration 32Q: 3 clusters Score -892018.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -892057.312500 Penalty: 4520.732422
	Iteration 33Q: 3 clusters Score -892057.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -892104.187500 Penalty: 4520.732422
	Iteration 34Q: 3 clusters Score -892104.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -892142.125000 Penalty: 4520.732422
	Iteration 35Q: 3 clusters Score -892142.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -892165.437500 Penalty: 4520.732422
	Iteration 36Q: 3 clusters Score -892165.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -892187.125000 Penalty: 4520.732422
	Iteration 37Q: 3 clusters Score -892187.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -892211.125000 Penalty: 4520.732422
	Iteration 38Q: 3 clusters Score -892211.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -892239.875000 Penalty: 4520.732422
	Iteration 39Q: 3 clusters Score -892239.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -892269.500000 Penalty: 4520.732422
	Iteration 40F: 3 clusters Score -892269.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -892286.687500 Penalty: 4520.732422
	Iteration 41Q: 3 clusters Score -892286.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -892311.125000 Penalty: 4520.732422
	Iteration 42Q: 3 clusters Score -892311.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -892330.375000 Penalty: 4520.732422
	Iteration 43Q: 3 clusters Score -892330.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -892346.062500 Penalty: 4520.732422
	Iteration 44Q: 3 clusters Score -892346.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -892356.187500 Penalty: 4520.732422
	Iteration 45Q: 3 clusters Score -892356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -892362.000000 Penalty: 4520.732422
	Iteration 46Q: 3 clusters Score -892362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -892362.562500 Penalty: 4520.732422
	Iteration 47Q: 3 clusters Score -892362.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -892368.187500 Penalty: 4520.732422
	Iteration 48Q: 3 clusters Score -892368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -892370.500000 Penalty: 4520.732422
	Iteration 49Q: 3 clusters Score -892370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -892370.562500 Penalty: 4520.732422
	Iteration 50Q: 3 clusters Score -892370.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -892376.062500 Penalty: 4520.732422
	Iteration 51Q: 3 clusters Score -892376.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -892377.812500 Penalty: 4520.732422
	Iteration 52Q: 3 clusters Score -892377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -892381.187500 Penalty: 4520.732422
	Iteration 53Q: 3 clusters Score -892381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -892381.437500 Penalty: 4520.732422
	Iteration 54Q: 3 clusters Score -892381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -892382.812500 Penalty: 4520.732422
	Iteration 55Q: 3 clusters Score -892382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -892383.812500 Penalty: 4520.732422
	Iteration 56Q: 3 clusters Score -892383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -892385.062500 Penalty: 4520.732422
	Iteration 57Q: 3 clusters Score -892385.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -892389.000000 Penalty: 4520.732422
	Iteration 58Q: 3 clusters Score -892389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -892392.750000 Penalty: 4520.732422
	Iteration 59Q: 3 clusters Score -892392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -892394.437500 Penalty: 4520.732422
	Iteration 60F: 3 clusters Score -892394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -892393.875000 Penalty: 4520.732422
	Iteration 61Q: 3 clusters Score -892393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -892393.312500 Penalty: 4520.732422
	Iteration 62Q: 3 clusters Score -892393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -892393.437500 Penalty: 4520.732422
	Iteration 63Q: 3 clusters Score -892393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -892395.125000 Penalty: 4520.732422
	Iteration 64Q: 3 clusters Score -892395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -892395.125000 Penalty: 4520.732422
	Iteration 65F: 3 clusters Score -892395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -253205.859375 Penalty: 1943.909058
	Iteration 0F: 2 clusters Score -253205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -250284.484375 Penalty: 3887.818115
	Iteration 0F: 3 clusters Score -250284.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -250985.343750 Penalty: 3887.818115
	Iteration 1F: 3 clusters Score -250985.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -251186.953125 Penalty: 3887.818115
	Iteration 2F: 3 clusters Score -251187 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -251314.562500 Penalty: 3887.818115
	Iteration 3F: 3 clusters Score -251314.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -251410.062500 Penalty: 3887.818115
	Iteration 4Q: 3 clusters Score -251410.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -251481.062500 Penalty: 3887.818115
	Iteration 5Q: 3 clusters Score -251481.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -251544.656250 Penalty: 3887.818115
	Iteration 6Q: 3 clusters Score -251544.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -251600.218750 Penalty: 3887.818115
	Iteration 7Q: 3 clusters Score -251600.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -251659.906250 Penalty: 3887.818115
	Iteration 8Q: 3 clusters Score -251659.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -251703.140625 Penalty: 3887.818115
	Iteration 9Q: 3 clusters Score -251703.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -251737.421875 Penalty: 3887.818115
	Iteration 10Q: 3 clusters Score -251737.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -251766.312500 Penalty: 3887.818115
	Iteration 11Q: 3 clusters Score -251766.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -251796.562500 Penalty: 3887.818115
	Iteration 12Q: 3 clusters Score -251796.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -251814.546875 Penalty: 3887.818115
	Iteration 13Q: 3 clusters Score -251814.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -251828.796875 Penalty: 3887.818115
	Iteration 14Q: 3 clusters Score -251828.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -251842.031250 Penalty: 3887.818115
	Iteration 15Q: 3 clusters Score -251842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -251849.515625 Penalty: 3887.818115
	Iteration 16Q: 3 clusters Score -251849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -251860.453125 Penalty: 3887.818115
	Iteration 17Q: 3 clusters Score -251860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -251869.687500 Penalty: 3887.818115
	Iteration 18Q: 3 clusters Score -251869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251878.734375 Penalty: 3887.818115
	Iteration 19Q: 3 clusters Score -251878.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251883.765625 Penalty: 3887.818115
	Iteration 20F: 3 clusters Score -251883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251888.812500 Penalty: 3887.818115
	Iteration 21Q: 3 clusters Score -251888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -251890.687500 Penalty: 3887.818115
	Iteration 22Q: 3 clusters Score -251890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -251890.859375 Penalty: 3887.818115
	Iteration 23Q: 3 clusters Score -251890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -251890.859375 Penalty: 3887.818115
	Iteration 24F: 3 clusters Score -251890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Entering Unmasked Estep 
Score: -2845695.250000 Penalty: 2510.868164
	Iteration 0F: 2 clusters Score -2845695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2828436.750000 Penalty: 5021.736328
	Iteration 0F: 3 clusters Score -2828437 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2834542.250000 Penalty: 5021.736328
	Iteration 1F: 3 clusters Score -2834542 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2835017.750000 Penalty: 5021.736328
	Iteration 2F: 3 clusters Score -2835018 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2835487.000000 Penalty: 5021.736328
	Iteration 3Q: 3 clusters Score -2835487 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2835992.250000 Penalty: 5021.736328
	Iteration 4Q: 3 clusters Score -2835992 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2836560.000000 Penalty: 5021.736328
	Iteration 5Q: 3 clusters Score -2836560 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2837224.750000 Penalty: 5021.736328
	Iteration 6Q: 3 clusters Score -2837225 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2837978.750000 Penalty: 5021.736328
	Iteration 7F: 3 clusters Score -2837979 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2838881.250000 Penalty: 5021.736328
	Iteration 8F: 3 clusters Score -2838881 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2839778.000000 Penalty: 5021.736328
	Iteration 9F: 3 clusters Score -2839778 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2840649.500000 Penalty: 5021.736328
	Iteration 10Q: 3 clusters Score -2840650 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2841435.000000 Penalty: 5021.736328
	Iteration 11Q: 3 clusters Score -2841435 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2842071.500000 Penalty: 5021.736328
	Iteration 12Q: 3 clusters Score -2842072 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2842560.750000 Penalty: 5021.736328
	Iteration 13Q: 3 clusters Score -2842561 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2842892.250000 Penalty: 5021.736328
	Iteration 14Q: 3 clusters Score -2842892 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2843114.500000 Penalty: 5021.736328
	Iteration 15Q: 3 clusters Score -2843114 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2843258.750000 Penalty: 5021.736328
	Iteration 16Q: 3 clusters Score -2843259 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2843356.000000 Penalty: 5021.736328
	Iteration 17Q: 3 clusters Score -2843356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2843440.250000 Penalty: 5021.736328
	Iteration 18Q: 3 clusters Score -2843440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2843505.000000 Penalty: 5021.736328
	Iteration 19Q: 3 clusters Score -2843505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2843540.000000 Penalty: 5021.736328
	Iteration 20F: 3 clusters Score -2843540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2843577.500000 Penalty: 5021.736328
	Iteration 21Q: 3 clusters Score -2843578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2843604.750000 Penalty: 5021.736328
	Iteration 22Q: 3 clusters Score -2843605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2843630.750000 Penalty: 5021.736328
	Iteration 23Q: 3 clusters Score -2843631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2843638.750000 Penalty: 5021.736328
	Iteration 24Q: 3 clusters Score -2843639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2843653.000000 Penalty: 5021.736328
	Iteration 25Q: 3 clusters Score -2843653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2843653.000000 Penalty: 5021.736328
	Iteration 26Q: 3 clusters Score -2843653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2843666.750000 Penalty: 5021.736328
	Iteration 27Q: 3 clusters Score -2843667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2843672.250000 Penalty: 5021.736328
	Iteration 28Q: 3 clusters Score -2843672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2843689.750000 Penalty: 5021.736328
	Iteration 29Q: 3 clusters Score -2843690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2843697.750000 Penalty: 5021.736328
	Iteration 30Q: 3 clusters Score -2843698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2843704.750000 Penalty: 5021.736328
	Iteration 31Q: 3 clusters Score -2843705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2843713.250000 Penalty: 5021.736328
	Iteration 32Q: 3 clusters Score -2843713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2843714.250000 Penalty: 5021.736328
	Iteration 33Q: 3 clusters Score -2843714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2843716.500000 Penalty: 5021.736328
	Iteration 34Q: 3 clusters Score -2843716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2843722.750000 Penalty: 5021.736328
	Iteration 35Q: 3 clusters Score -2843723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843733.250000 Penalty: 5021.736328
	Iteration 36Q: 3 clusters Score -2843733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843729.500000 Penalty: 5021.736328
	Iteration 37Q: 3 clusters Score -2843730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2843737.750000 Penalty: 5021.736328
	Iteration 38Q: 3 clusters Score -2843738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2843740.500000 Penalty: 5021.736328
	Iteration 39Q: 3 clusters Score -2843740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843739.750000 Penalty: 5021.736328
	Iteration 40F: 3 clusters Score -2843740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843741.750000 Penalty: 5021.736328
	Iteration 41Q: 3 clusters Score -2843742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2843744.750000 Penalty: 5021.736328
	Iteration 42Q: 3 clusters Score -2843745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2843745.500000 Penalty: 5021.736328
	Iteration 43Q: 3 clusters Score -2843746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2843745.750000 Penalty: 5021.736328
	Iteration 44Q: 3 clusters Score -2843746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2843743.750000 Penalty: 5021.736328
	Iteration 45Q: 3 clusters Score -2843744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843749.000000 Penalty: 5021.736328
	Iteration 46Q: 3 clusters Score -2843749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2843752.000000 Penalty: 5021.736328
	Iteration 47Q: 3 clusters Score -2843752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843751.750000 Penalty: 5021.736328
	Iteration 48Q: 3 clusters Score -2843752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2843751.750000 Penalty: 5021.736328
	Iteration 49F: 3 clusters Score -2843752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -852991.625000 Penalty: 2211.924805
	Iteration 0F: 2 clusters Score -852991.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -846884.125000 Penalty: 4423.849609
	Iteration 0F: 3 clusters Score -846884.1 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -848482.437500 Penalty: 4423.849609
	Iteration 1F: 3 clusters Score -848482.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -848763.250000 Penalty: 4423.849609
	Iteration 2F: 3 clusters Score -848763.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -848945.125000 Penalty: 4423.849609
	Iteration 3F: 3 clusters Score -848945.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -849072.187500 Penalty: 4423.849609
	Iteration 4Q: 3 clusters Score -849072.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -849194.937500 Penalty: 4423.849609
	Iteration 5Q: 3 clusters Score -849194.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -849319.000000 Penalty: 4423.849609
	Iteration 6Q: 3 clusters Score -849319 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -849431.500000 Penalty: 4423.849609
	Iteration 7Q: 3 clusters Score -849431.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -849550.250000 Penalty: 4423.849609
	Iteration 8Q: 3 clusters Score -849550.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -849661.187500 Penalty: 4423.849609
	Iteration 9Q: 3 clusters Score -849661.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -849780.000000 Penalty: 4423.849609
	Iteration 10Q: 3 clusters Score -849780 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -849908.312500 Penalty: 4423.849609
	Iteration 11Q: 3 clusters Score -849908.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -850054.250000 Penalty: 4423.849609
	Iteration 12Q: 3 clusters Score -850054.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -850203.437500 Penalty: 4423.849609
	Iteration 13Q: 3 clusters Score -850203.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -850345.562500 Penalty: 4423.849609
	Iteration 14Q: 3 clusters Score -850345.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -850468.062500 Penalty: 4423.849609
	Iteration 15Q: 3 clusters Score -850468.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -850571.687500 Penalty: 4423.849609
	Iteration 16Q: 3 clusters Score -850571.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -850670.750000 Penalty: 4423.849609
	Iteration 17Q: 3 clusters Score -850670.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -850747.562500 Penalty: 4423.849609
	Iteration 18Q: 3 clusters Score -850747.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -850803.250000 Penalty: 4423.849609
	Iteration 19Q: 3 clusters Score -850803.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -850842.062500 Penalty: 4423.849609
	Iteration 20F: 3 clusters Score -850842.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -850875.312500 Penalty: 4423.849609
	Iteration 21Q: 3 clusters Score -850875.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -850899.187500 Penalty: 4423.849609
	Iteration 22Q: 3 clusters Score -850899.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -850911.250000 Penalty: 4423.849609
	Iteration 23Q: 3 clusters Score -850911.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -850920.750000 Penalty: 4423.849609
	Iteration 24Q: 3 clusters Score -850920.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -850924.937500 Penalty: 4423.849609
	Iteration 25Q: 3 clusters Score -850924.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -850939.125000 Penalty: 4423.849609
	Iteration 26Q: 3 clusters Score -850939.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -850949.812500 Penalty: 4423.849609
	Iteration 27Q: 3 clusters Score -850949.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -850957.625000 Penalty: 4423.849609
	Iteration 28Q: 3 clusters Score -850957.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -850961.062500 Penalty: 4423.849609
	Iteration 29Q: 3 clusters Score -850961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -850963.375000 Penalty: 4423.849609
	Iteration 30Q: 3 clusters Score -850963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -850965.125000 Penalty: 4423.849609
	Iteration 31Q: 3 clusters Score -850965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -850967.750000 Penalty: 4423.849609
	Iteration 32Q: 3 clusters Score -850967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -850968.000000 Penalty: 4423.849609
	Iteration 33Q: 3 clusters Score -850968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -850972.187500 Penalty: 4423.849609
	Iteration 34Q: 3 clusters Score -850972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -850974.562500 Penalty: 4423.849609
	Iteration 35Q: 3 clusters Score -850974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -850976.062500 Penalty: 4423.849609
	Iteration 36Q: 3 clusters Score -850976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -850977.562500 Penalty: 4423.849609
	Iteration 37Q: 3 clusters Score -850977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -850974.187500 Penalty: 4423.849609
	Iteration 38Q: 3 clusters Score -850974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -850977.562500 Penalty: 4423.849609
	Iteration 39Q: 3 clusters Score -850977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -850977.562500 Penalty: 4423.849609
	Iteration 40F: 3 clusters Score -850977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Entering Unmasked Estep 
Score: -940436.812500 Penalty: 2262.540527
	Iteration 0F: 2 clusters Score -940436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -933356.812500 Penalty: 4525.081055
	Iteration 0F: 3 clusters Score -933356.8 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -935803.062500 Penalty: 4525.081055
	Iteration 1F: 3 clusters Score -935803.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -936627.812500 Penalty: 4525.081055
	Iteration 2F: 3 clusters Score -936627.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -937388.125000 Penalty: 4525.081055
	Iteration 3F: 3 clusters Score -937388.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -938021.625000 Penalty: 4525.081055
	Iteration 4F: 3 clusters Score -938021.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -938475.500000 Penalty: 4525.081055
	Iteration 5F: 3 clusters Score -938475.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -938921.500000 Penalty: 4525.081055
	Iteration 6F: 3 clusters Score -938921.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -939278.562500 Penalty: 4525.081055
	Iteration 7Q: 3 clusters Score -939278.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -939508.750000 Penalty: 4525.081055
	Iteration 8Q: 3 clusters Score -939508.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -939698.312500 Penalty: 4525.081055
	Iteration 9Q: 3 clusters Score -939698.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -939831.062500 Penalty: 4525.081055
	Iteration 10Q: 3 clusters Score -939831.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -939947.062500 Penalty: 4525.081055
	Iteration 11Q: 3 clusters Score -939947.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -940019.125000 Penalty: 4525.081055
	Iteration 12Q: 3 clusters Score -940019.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -940068.562500 Penalty: 4525.081055
	Iteration 13Q: 3 clusters Score -940068.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -940101.375000 Penalty: 4525.081055
	Iteration 14Q: 3 clusters Score -940101.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -940128.437500 Penalty: 4525.081055
	Iteration 15Q: 3 clusters Score -940128.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -940147.062500 Penalty: 4525.081055
	Iteration 16Q: 3 clusters Score -940147.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -940161.437500 Penalty: 4525.081055
	Iteration 17Q: 3 clusters Score -940161.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -940162.250000 Penalty: 4525.081055
	Iteration 18Q: 3 clusters Score -940162.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -940171.375000 Penalty: 4525.081055
	Iteration 19Q: 3 clusters Score -940171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -940171.875000 Penalty: 4525.081055
	Iteration 20F: 3 clusters Score -940171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -940172.312500 Penalty: 4525.081055
	Iteration 21Q: 3 clusters Score -940172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -940172.187500 Penalty: 4525.081055
	Iteration 22Q: 3 clusters Score -940172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -940172.187500 Penalty: 4525.081055
	Iteration 23F: 3 clusters Score -940172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Entering Unmasked Estep 
Score: -4852668.500000 Penalty: 2639.332275
	Iteration 0F: 2 clusters Score -4852668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4824174.500000 Penalty: 5278.664551
	Iteration 0F: 3 clusters Score -4824174 nChanged 19276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4834655.500000 Penalty: 5278.664551
	Iteration 1F: 3 clusters Score -4834656 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4835244.000000 Penalty: 5278.664551
	Iteration 2Q: 3 clusters Score -4835244 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4835896.000000 Penalty: 5278.664551
	Iteration 3Q: 3 clusters Score -4835896 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4836535.500000 Penalty: 5278.664551
	Iteration 4Q: 3 clusters Score -4836536 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4837270.500000 Penalty: 5278.664551
	Iteration 5Q: 3 clusters Score -4837270 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4838031.500000 Penalty: 5278.664551
	Iteration 6Q: 3 clusters Score -4838032 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4838824.500000 Penalty: 5278.664551
	Iteration 7Q: 3 clusters Score -4838824 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4839566.500000 Penalty: 5278.664551
	Iteration 8Q: 3 clusters Score -4839566 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4840325.000000 Penalty: 5278.664551
	Iteration 9Q: 3 clusters Score -4840325 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4840977.500000 Penalty: 5278.664551
	Iteration 10Q: 3 clusters Score -4840978 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4841612.000000 Penalty: 5278.664551
	Iteration 11Q: 3 clusters Score -4841612 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4842192.500000 Penalty: 5278.664551
	Iteration 12Q: 3 clusters Score -4842192 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4842746.000000 Penalty: 5278.664551
	Iteration 13Q: 3 clusters Score -4842746 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4843338.500000 Penalty: 5278.664551
	Iteration 14Q: 3 clusters Score -4843338 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4843780.500000 Penalty: 5278.664551
	Iteration 15Q: 3 clusters Score -4843780 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4844093.000000 Penalty: 5278.664551
	Iteration 16Q: 3 clusters Score -4844093 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4844257.000000 Penalty: 5278.664551
	Iteration 17Q: 3 clusters Score -4844257 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4844375.000000 Penalty: 5278.664551
	Iteration 18Q: 3 clusters Score -4844375 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4844461.500000 Penalty: 5278.664551
	Iteration 19Q: 3 clusters Score -4844462 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4844561.500000 Penalty: 5278.664551
	Iteration 20F: 3 clusters Score -4844562 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4844642.000000 Penalty: 5278.664551
	Iteration 21Q: 3 clusters Score -4844642 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4844760.000000 Penalty: 5278.664551
	Iteration 22Q: 3 clusters Score -4844760 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4844820.000000 Penalty: 5278.664551
	Iteration 23Q: 3 clusters Score -4844820 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4844918.000000 Penalty: 5278.664551
	Iteration 24Q: 3 clusters Score -4844918 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4845019.000000 Penalty: 5278.664551
	Iteration 25Q: 3 clusters Score -4845019 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4845069.500000 Penalty: 5278.664551
	Iteration 26Q: 3 clusters Score -4845070 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4845125.000000 Penalty: 5278.664551
	Iteration 27Q: 3 clusters Score -4845125 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4845220.500000 Penalty: 5278.664551
	Iteration 28Q: 3 clusters Score -4845220 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4845288.500000 Penalty: 5278.664551
	Iteration 29Q: 3 clusters Score -4845288 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4845346.500000 Penalty: 5278.664551
	Iteration 30Q: 3 clusters Score -4845346 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4845411.500000 Penalty: 5278.664551
	Iteration 31Q: 3 clusters Score -4845412 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4845457.000000 Penalty: 5278.664551
	Iteration 32Q: 3 clusters Score -4845457 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4845507.000000 Penalty: 5278.664551
	Iteration 33Q: 3 clusters Score -4845507 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4845581.000000 Penalty: 5278.664551
	Iteration 34Q: 3 clusters Score -4845581 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4845625.500000 Penalty: 5278.664551
	Iteration 35Q: 3 clusters Score -4845626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -4845678.500000 Penalty: 5278.664551
	Iteration 36Q: 3 clusters Score -4845678 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4845735.000000 Penalty: 5278.664551
	Iteration 37Q: 3 clusters Score -4845735 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4845767.000000 Penalty: 5278.664551
	Iteration 38Q: 3 clusters Score -4845767 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4845839.000000 Penalty: 5278.664551
	Iteration 39Q: 3 clusters Score -4845839 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4845898.000000 Penalty: 5278.664551
	Iteration 40F: 3 clusters Score -4845898 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4845973.500000 Penalty: 5278.664551
	Iteration 41Q: 3 clusters Score -4845974 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4846026.000000 Penalty: 5278.664551
	Iteration 42Q: 3 clusters Score -4846026 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -4846091.000000 Penalty: 5278.664551
	Iteration 43Q: 3 clusters Score -4846091 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4846162.000000 Penalty: 5278.664551
	Iteration 44Q: 3 clusters Score -4846162 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4846221.500000 Penalty: 5278.664551
	Iteration 45Q: 3 clusters Score -4846222 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -4846289.500000 Penalty: 5278.664551
	Iteration 46Q: 3 clusters Score -4846290 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4846355.500000 Penalty: 5278.664551
	Iteration 47Q: 3 clusters Score -4846356 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4846454.500000 Penalty: 5278.664551
	Iteration 48Q: 3 clusters Score -4846454 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4846559.500000 Penalty: 5278.664551
	Iteration 49Q: 3 clusters Score -4846560 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4846673.000000 Penalty: 5278.664551
	Iteration 50Q: 3 clusters Score -4846673 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4846783.000000 Penalty: 5278.664551
	Iteration 51Q: 3 clusters Score -4846783 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4846871.000000 Penalty: 5278.664551
	Iteration 52Q: 3 clusters Score -4846871 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4846965.000000 Penalty: 5278.664551
	Iteration 53Q: 3 clusters Score -4846965 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4847100.500000 Penalty: 5278.664551
	Iteration 54Q: 3 clusters Score -4847100 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -4847262.000000 Penalty: 5278.664551
	Iteration 55Q: 3 clusters Score -4847262 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4847444.500000 Penalty: 5278.664551
	Iteration 56Q: 3 clusters Score -4847444 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4847571.500000 Penalty: 5278.664551
	Iteration 57Q: 3 clusters Score -4847572 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4847685.000000 Penalty: 5278.664551
	Iteration 58Q: 3 clusters Score -4847685 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4847845.000000 Penalty: 5278.664551
	Iteration 59Q: 3 clusters Score -4847845 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4847998.500000 Penalty: 5278.664551
	Iteration 60F: 3 clusters Score -4847998 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4848156.000000 Penalty: 5278.664551
	Iteration 61Q: 3 clusters Score -4848156 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4848284.000000 Penalty: 5278.664551
	Iteration 62Q: 3 clusters Score -4848284 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4848440.000000 Penalty: 5278.664551
	Iteration 63Q: 3 clusters Score -4848440 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4848606.000000 Penalty: 5278.664551
	Iteration 64Q: 3 clusters Score -4848606 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4848776.000000 Penalty: 5278.664551
	Iteration 65Q: 3 clusters Score -4848776 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4848949.500000 Penalty: 5278.664551
	Iteration 66Q: 3 clusters Score -4848950 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4849127.000000 Penalty: 5278.664551
	Iteration 67Q: 3 clusters Score -4849127 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4849250.500000 Penalty: 5278.664551
	Iteration 68Q: 3 clusters Score -4849250 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4849385.000000 Penalty: 5278.664551
	Iteration 69Q: 3 clusters Score -4849385 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4849497.000000 Penalty: 5278.664551
	Iteration 70Q: 3 clusters Score -4849497 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4849611.500000 Penalty: 5278.664551
	Iteration 71Q: 3 clusters Score -4849612 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4849719.000000 Penalty: 5278.664551
	Iteration 72Q: 3 clusters Score -4849719 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4849806.500000 Penalty: 5278.664551
	Iteration 73Q: 3 clusters Score -4849806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4849880.500000 Penalty: 5278.664551
	Iteration 74Q: 3 clusters Score -4849880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4849937.000000 Penalty: 5278.664551
	Iteration 75Q: 3 clusters Score -4849937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4850029.500000 Penalty: 5278.664551
	Iteration 76Q: 3 clusters Score -4850030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4850102.000000 Penalty: 5278.664551
	Iteration 77Q: 3 clusters Score -4850102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4850176.000000 Penalty: 5278.664551
	Iteration 78Q: 3 clusters Score -4850176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4850216.000000 Penalty: 5278.664551
	Iteration 79Q: 3 clusters Score -4850216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4850264.000000 Penalty: 5278.664551
	Iteration 80F: 3 clusters Score -4850264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4850294.000000 Penalty: 5278.664551
	Iteration 81Q: 3 clusters Score -4850294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4850318.500000 Penalty: 5278.664551
	Iteration 82Q: 3 clusters Score -4850318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4850330.500000 Penalty: 5278.664551
	Iteration 83Q: 3 clusters Score -4850330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4850341.500000 Penalty: 5278.664551
	Iteration 84Q: 3 clusters Score -4850342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4850353.000000 Penalty: 5278.664551
	Iteration 85Q: 3 clusters Score -4850353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4850354.500000 Penalty: 5278.664551
	Iteration 86Q: 3 clusters Score -4850354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4850358.000000 Penalty: 5278.664551
	Iteration 87Q: 3 clusters Score -4850358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4850367.000000 Penalty: 5278.664551
	Iteration 88Q: 3 clusters Score -4850367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4850381.500000 Penalty: 5278.664551
	Iteration 89Q: 3 clusters Score -4850382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4850389.500000 Penalty: 5278.664551
	Iteration 90Q: 3 clusters Score -4850390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4850400.500000 Penalty: 5278.664551
	Iteration 91Q: 3 clusters Score -4850400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4850411.000000 Penalty: 5278.664551
	Iteration 92Q: 3 clusters Score -4850411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4850418.500000 Penalty: 5278.664551
	Iteration 93Q: 3 clusters Score -4850418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4850424.000000 Penalty: 5278.664551
	Iteration 94Q: 3 clusters Score -4850424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4850428.000000 Penalty: 5278.664551
	Iteration 95Q: 3 clusters Score -4850428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4850443.000000 Penalty: 5278.664551
	Iteration 96Q: 3 clusters Score -4850443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4850448.000000 Penalty: 5278.664551
	Iteration 97Q: 3 clusters Score -4850448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4850452.500000 Penalty: 5278.664551
	Iteration 98Q: 3 clusters Score -4850452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4850457.500000 Penalty: 5278.664551
	Iteration 99Q: 3 clusters Score -4850458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4850464.500000 Penalty: 5278.664551
	Iteration 100F: 3 clusters Score -4850464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4850461.000000 Penalty: 5278.664551
	Iteration 101Q: 3 clusters Score -4850461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4850464.000000 Penalty: 5278.664551
	Iteration 102Q: 3 clusters Score -4850464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4850467.500000 Penalty: 5278.664551
	Iteration 103Q: 3 clusters Score -4850468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4850464.000000 Penalty: 5278.664551
	Iteration 104Q: 3 clusters Score -4850464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4850466.000000 Penalty: 5278.664551
	Iteration 105Q: 3 clusters Score -4850466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4850467.500000 Penalty: 5278.664551
	Iteration 106Q: 3 clusters Score -4850468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4850464.000000 Penalty: 5278.664551
	Iteration 107Q: 3 clusters Score -4850464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4850463.500000 Penalty: 5278.664551
	Iteration 108Q: 3 clusters Score -4850464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4850467.500000 Penalty: 5278.664551
	Iteration 109Q: 3 clusters Score -4850468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4850466.000000 Penalty: 5278.664551
	Iteration 110Q: 3 clusters Score -4850466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4850465.500000 Penalty: 5278.664551
	Iteration 111Q: 3 clusters Score -4850466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4850465.500000 Penalty: 5278.664551
	Iteration 112F: 3 clusters Score -4850466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Entering Unmasked Estep 
Score: -1135416.625000 Penalty: 2311.538330
	Iteration 0F: 2 clusters Score -1135417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1127039.250000 Penalty: 4623.076660
	Iteration 0F: 3 clusters Score -1127039 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1129865.625000 Penalty: 4623.076660
	Iteration 1F: 3 clusters Score -1129866 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1130426.000000 Penalty: 4623.076660
	Iteration 2F: 3 clusters Score -1130426 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1130939.875000 Penalty: 4623.076660
	Iteration 3F: 3 clusters Score -1130940 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1131384.875000 Penalty: 4623.076660
	Iteration 4F: 3 clusters Score -1131385 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1131760.625000 Penalty: 4623.076660
	Iteration 5F: 3 clusters Score -1131761 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1132042.375000 Penalty: 4623.076660
	Iteration 6Q: 3 clusters Score -1132042 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1132290.625000 Penalty: 4623.076660
	Iteration 7Q: 3 clusters Score -1132291 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1132510.875000 Penalty: 4623.076660
	Iteration 8Q: 3 clusters Score -1132511 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1132687.000000 Penalty: 4623.076660
	Iteration 9Q: 3 clusters Score -1132687 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1132843.500000 Penalty: 4623.076660
	Iteration 10Q: 3 clusters Score -1132844 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1132971.125000 Penalty: 4623.076660
	Iteration 11Q: 3 clusters Score -1132971 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1133075.250000 Penalty: 4623.076660
	Iteration 12Q: 3 clusters Score -1133075 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1133176.875000 Penalty: 4623.076660
	Iteration 13Q: 3 clusters Score -1133177 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1133269.625000 Penalty: 4623.076660
	Iteration 14Q: 3 clusters Score -1133270 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1133352.500000 Penalty: 4623.076660
	Iteration 15Q: 3 clusters Score -1133352 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1133442.500000 Penalty: 4623.076660
	Iteration 16Q: 3 clusters Score -1133442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1133524.250000 Penalty: 4623.076660
	Iteration 17Q: 3 clusters Score -1133524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1133574.625000 Penalty: 4623.076660
	Iteration 18Q: 3 clusters Score -1133575 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1133608.375000 Penalty: 4623.076660
	Iteration 19Q: 3 clusters Score -1133608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1133638.250000 Penalty: 4623.076660
	Iteration 20F: 3 clusters Score -1133638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1133660.625000 Penalty: 4623.076660
	Iteration 21Q: 3 clusters Score -1133661 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1133677.750000 Penalty: 4623.076660
	Iteration 22Q: 3 clusters Score -1133678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1133694.625000 Penalty: 4623.076660
	Iteration 23Q: 3 clusters Score -1133695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1133700.375000 Penalty: 4623.076660
	Iteration 24Q: 3 clusters Score -1133700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1133707.500000 Penalty: 4623.076660
	Iteration 25Q: 3 clusters Score -1133708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1133718.125000 Penalty: 4623.076660
	Iteration 26Q: 3 clusters Score -1133718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1133723.875000 Penalty: 4623.076660
	Iteration 27Q: 3 clusters Score -1133724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1133725.125000 Penalty: 4623.076660
	Iteration 28Q: 3 clusters Score -1133725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1133734.500000 Penalty: 4623.076660
	Iteration 29Q: 3 clusters Score -1133734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1133736.750000 Penalty: 4623.076660
	Iteration 30Q: 3 clusters Score -1133737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1133742.250000 Penalty: 4623.076660
	Iteration 31Q: 3 clusters Score -1133742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1133746.750000 Penalty: 4623.076660
	Iteration 32Q: 3 clusters Score -1133747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1133744.875000 Penalty: 4623.076660
	Iteration 33Q: 3 clusters Score -1133745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1133751.125000 Penalty: 4623.076660
	Iteration 34Q: 3 clusters Score -1133751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1133754.750000 Penalty: 4623.076660
	Iteration 35Q: 3 clusters Score -1133755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1133755.125000 Penalty: 4623.076660
	Iteration 36Q: 3 clusters Score -1133755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1133759.250000 Penalty: 4623.076660
	Iteration 37Q: 3 clusters Score -1133759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1133758.375000 Penalty: 4623.076660
	Iteration 38Q: 3 clusters Score -1133758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1133758.500000 Penalty: 4623.076660
	Iteration 39Q: 3 clusters Score -1133758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1133762.875000 Penalty: 4623.076660
	Iteration 40F: 3 clusters Score -1133763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1133763.875000 Penalty: 4623.076660
	Iteration 41Q: 3 clusters Score -1133764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1133764.625000 Penalty: 4623.076660
	Iteration 42Q: 3 clusters Score -1133765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1133763.375000 Penalty: 4623.076660
	Iteration 43Q: 3 clusters Score -1133763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1133768.875000 Penalty: 4623.076660
	Iteration 44Q: 3 clusters Score -1133769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1133768.750000 Penalty: 4623.076660
	Iteration 45Q: 3 clusters Score -1133769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1133768.625000 Penalty: 4623.076660
	Iteration 46Q: 3 clusters Score -1133769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1133768.625000 Penalty: 4623.076660
	Iteration 47Q: 3 clusters Score -1133769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1133769.000000 Penalty: 4623.076660
	Iteration 48Q: 3 clusters Score -1133769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1133768.500000 Penalty: 4623.076660
	Iteration 49Q: 3 clusters Score -1133768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1133768.500000 Penalty: 4623.076660
	Iteration 50F: 3 clusters Score -1133768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -1032435.312500 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -1032435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1025466.625000 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -1025467 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1027401.562500 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -1027402 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1027705.562500 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -1027706 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1027965.562500 Penalty: 4508.181641
	Iteration 3F: 3 clusters Score -1027966 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1028254.625000 Penalty: 4508.181641
	Iteration 4F: 3 clusters Score -1028255 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1028562.125000 Penalty: 4508.181641
	Iteration 5F: 3 clusters Score -1028562 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1028857.875000 Penalty: 4508.181641
	Iteration 6Q: 3 clusters Score -1028858 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1029138.250000 Penalty: 4508.181641
	Iteration 7Q: 3 clusters Score -1029138 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1029399.187500 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -1029399 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1029661.500000 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -1029662 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1029956.312500 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -1029956 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1030294.562500 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -1030295 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1030717.437500 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -1030717 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1031081.812500 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -1031082 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1031305.062500 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -1031305 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1031410.750000 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -1031411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1031458.750000 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -1031459 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1031489.125000 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -1031489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1031509.437500 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -1031509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1031518.750000 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -1031519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1031522.812500 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -1031523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1031527.062500 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -1031527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1031528.937500 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -1031529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1031532.562500 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -1031533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1031532.687500 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -1031533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1031534.187500 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -1031534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1031534.875000 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -1031535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1031532.312500 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -1031532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1031532.687500 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -1031533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1031537.187500 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -1031537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1031537.500000 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -1031538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1031541.875000 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -1031542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1031542.687500 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -1031543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1031543.437500 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -1031543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1031544.062500 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -1031544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1031545.750000 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -1031546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1031545.875000 Penalty: 4508.181641
	Iteration 36Q: 3 clusters Score -1031546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1031544.812500 Penalty: 4508.181641
	Iteration 37Q: 3 clusters Score -1031545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1031546.250000 Penalty: 4508.181641
	Iteration 38Q: 3 clusters Score -1031546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1031546.875000 Penalty: 4508.181641
	Iteration 39Q: 3 clusters Score -1031547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1031546.875000 Penalty: 4508.181641
	Iteration 40F: 3 clusters Score -1031547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Entering Unmasked Estep 
Score: -2293199.250000 Penalty: 2457.585449
	Iteration 0F: 2 clusters Score -2293199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2279124.250000 Penalty: 4915.170898
	Iteration 0F: 3 clusters Score -2279124 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2283795.000000 Penalty: 4915.170898
	Iteration 1F: 3 clusters Score -2283795 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2284265.500000 Penalty: 4915.170898
	Iteration 2F: 3 clusters Score -2284266 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2284692.250000 Penalty: 4915.170898
	Iteration 3F: 3 clusters Score -2284692 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2285105.750000 Penalty: 4915.170898
	Iteration 4Q: 3 clusters Score -2285106 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2285517.500000 Penalty: 4915.170898
	Iteration 5Q: 3 clusters Score -2285518 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2285926.750000 Penalty: 4915.170898
	Iteration 6Q: 3 clusters Score -2285927 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2286363.750000 Penalty: 4915.170898
	Iteration 7Q: 3 clusters Score -2286364 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2286802.750000 Penalty: 4915.170898
	Iteration 8Q: 3 clusters Score -2286803 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2287253.250000 Penalty: 4915.170898
	Iteration 9Q: 3 clusters Score -2287253 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2287741.750000 Penalty: 4915.170898
	Iteration 10Q: 3 clusters Score -2287742 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2288308.750000 Penalty: 4915.170898
	Iteration 11Q: 3 clusters Score -2288309 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2288949.000000 Penalty: 4915.170898
	Iteration 12Q: 3 clusters Score -2288949 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2289777.750000 Penalty: 4915.170898
	Iteration 13Q: 3 clusters Score -2289778 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2290642.750000 Penalty: 4915.170898
	Iteration 14Q: 3 clusters Score -2290643 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2291538.000000 Penalty: 4915.170898
	Iteration 15Q: 3 clusters Score -2291538 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2292141.000000 Penalty: 4915.170898
	Iteration 16Q: 3 clusters Score -2292141 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2292395.750000 Penalty: 4915.170898
	Iteration 17Q: 3 clusters Score -2292396 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2292487.500000 Penalty: 4915.170898
	Iteration 18Q: 3 clusters Score -2292488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2292515.500000 Penalty: 4915.170898
	Iteration 19Q: 3 clusters Score -2292516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2292526.500000 Penalty: 4915.170898
	Iteration 20F: 3 clusters Score -2292526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2292530.250000 Penalty: 4915.170898
	Iteration 21Q: 3 clusters Score -2292530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2292531.750000 Penalty: 4915.170898
	Iteration 22Q: 3 clusters Score -2292532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2292537.500000 Penalty: 4915.170898
	Iteration 23Q: 3 clusters Score -2292538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2292535.250000 Penalty: 4915.170898
	Iteration 24Q: 3 clusters Score -2292535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2292540.500000 Penalty: 4915.170898
	Iteration 25Q: 3 clusters Score -2292540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2292540.250000 Penalty: 4915.170898
	Iteration 26Q: 3 clusters Score -2292540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2292538.000000 Penalty: 4915.170898
	Iteration 27Q: 3 clusters Score -2292538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2292534.750000 Penalty: 4915.170898
	Iteration 28Q: 3 clusters Score -2292535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2292535.500000 Penalty: 4915.170898
	Iteration 29Q: 3 clusters Score -2292536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2292533.750000 Penalty: 4915.170898
	Iteration 30Q: 3 clusters Score -2292534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2292533.750000 Penalty: 4915.170898
	Iteration 31F: 3 clusters Score -2292534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (33749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Entering Unmasked Estep 
Score: -3795823.750000 Penalty: 2585.823242
	Iteration 0F: 2 clusters Score -3795824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3772909.500000 Penalty: 5171.646484
	Iteration 0F: 3 clusters Score -3772910 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3781376.000000 Penalty: 5171.646484
	Iteration 1F: 3 clusters Score -3781376 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3782117.500000 Penalty: 5171.646484
	Iteration 2F: 3 clusters Score -3782118 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3782978.000000 Penalty: 5171.646484
	Iteration 3F: 3 clusters Score -3782978 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3784042.750000 Penalty: 5171.646484
	Iteration 4F: 3 clusters Score -3784043 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3785310.000000 Penalty: 5171.646484
	Iteration 5F: 3 clusters Score -3785310 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3786785.250000 Penalty: 5171.646484
	Iteration 6F: 3 clusters Score -3786785 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3788343.500000 Penalty: 5171.646484
	Iteration 7F: 3 clusters Score -3788344 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3789863.750000 Penalty: 5171.646484
	Iteration 8F: 3 clusters Score -3789864 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3791153.750000 Penalty: 5171.646484
	Iteration 9Q: 3 clusters Score -3791154 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3792115.000000 Penalty: 5171.646484
	Iteration 10Q: 3 clusters Score -3792115 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3792724.500000 Penalty: 5171.646484
	Iteration 11Q: 3 clusters Score -3792724 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3793085.750000 Penalty: 5171.646484
	Iteration 12Q: 3 clusters Score -3793086 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3793271.000000 Penalty: 5171.646484
	Iteration 13Q: 3 clusters Score -3793271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3793389.750000 Penalty: 5171.646484
	Iteration 14Q: 3 clusters Score -3793390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3793436.500000 Penalty: 5171.646484
	Iteration 15Q: 3 clusters Score -3793436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3793483.000000 Penalty: 5171.646484
	Iteration 16Q: 3 clusters Score -3793483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3793506.750000 Penalty: 5171.646484
	Iteration 17Q: 3 clusters Score -3793507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3793513.250000 Penalty: 5171.646484
	Iteration 18Q: 3 clusters Score -3793513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3793510.000000 Penalty: 5171.646484
	Iteration 19Q: 3 clusters Score -3793510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3793520.500000 Penalty: 5171.646484
	Iteration 20F: 3 clusters Score -3793520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3793522.000000 Penalty: 5171.646484
	Iteration 21Q: 3 clusters Score -3793522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3793524.250000 Penalty: 5171.646484
	Iteration 22Q: 3 clusters Score -3793524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3793525.750000 Penalty: 5171.646484
	Iteration 23Q: 3 clusters Score -3793526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3793523.500000 Penalty: 5171.646484
	Iteration 24Q: 3 clusters Score -3793524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3793523.500000 Penalty: 5171.646484
	Iteration 25F: 3 clusters Score -3793524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -79928.117188 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -79928.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78229.656250 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -78229.66 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78421.210938 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -78421.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78498.460938 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -78498.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78538.335938 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -78538.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78564.859375 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -78564.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78576.687500 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -78576.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78587.789062 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -78587.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78604.101562 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -78604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78616.531250 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -78616.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78623.218750 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -78623.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78625.421875 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -78625.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78628.367188 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -78628.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78631.718750 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -78631.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78634.695312 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -78634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78637.437500 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -78637.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78642.085938 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -78642.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78643.367188 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -78643.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78643.367188 Penalty: 3268.789307
	Iteration 17F: 3 clusters Score -78643.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Entering Unmasked Estep 
Score: -1186746.750000 Penalty: 2319.471436
	Iteration 0F: 2 clusters Score -1186747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1178180.625000 Penalty: 4638.942871
	Iteration 0F: 3 clusters Score -1178181 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1181064.750000 Penalty: 4638.942871
	Iteration 1F: 3 clusters Score -1181065 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1181672.375000 Penalty: 4638.942871
	Iteration 2F: 3 clusters Score -1181672 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1182164.625000 Penalty: 4638.942871
	Iteration 3F: 3 clusters Score -1182165 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1182607.500000 Penalty: 4638.942871
	Iteration 4F: 3 clusters Score -1182608 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1183013.625000 Penalty: 4638.942871
	Iteration 5F: 3 clusters Score -1183014 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1183369.000000 Penalty: 4638.942871
	Iteration 6Q: 3 clusters Score -1183369 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1183640.625000 Penalty: 4638.942871
	Iteration 7Q: 3 clusters Score -1183641 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1183892.875000 Penalty: 4638.942871
	Iteration 8Q: 3 clusters Score -1183893 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1184079.250000 Penalty: 4638.942871
	Iteration 9Q: 3 clusters Score -1184079 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1184226.875000 Penalty: 4638.942871
	Iteration 10Q: 3 clusters Score -1184227 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1184332.875000 Penalty: 4638.942871
	Iteration 11Q: 3 clusters Score -1184333 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1184411.000000 Penalty: 4638.942871
	Iteration 12Q: 3 clusters Score -1184411 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1184462.125000 Penalty: 4638.942871
	Iteration 13Q: 3 clusters Score -1184462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1184502.500000 Penalty: 4638.942871
	Iteration 14Q: 3 clusters Score -1184502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1184530.500000 Penalty: 4638.942871
	Iteration 15Q: 3 clusters Score -1184530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1184556.000000 Penalty: 4638.942871
	Iteration 16Q: 3 clusters Score -1184556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1184588.125000 Penalty: 4638.942871
	Iteration 17Q: 3 clusters Score -1184588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1184613.625000 Penalty: 4638.942871
	Iteration 18Q: 3 clusters Score -1184614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1184643.625000 Penalty: 4638.942871
	Iteration 19Q: 3 clusters Score -1184644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1184670.000000 Penalty: 4638.942871
	Iteration 20F: 3 clusters Score -1184670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1184698.500000 Penalty: 4638.942871
	Iteration 21Q: 3 clusters Score -1184698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1184716.125000 Penalty: 4638.942871
	Iteration 22Q: 3 clusters Score -1184716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1184741.625000 Penalty: 4638.942871
	Iteration 23Q: 3 clusters Score -1184742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1184776.375000 Penalty: 4638.942871
	Iteration 24Q: 3 clusters Score -1184776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1184819.875000 Penalty: 4638.942871
	Iteration 25Q: 3 clusters Score -1184820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1184873.625000 Penalty: 4638.942871
	Iteration 26Q: 3 clusters Score -1184874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1184929.250000 Penalty: 4638.942871
	Iteration 27Q: 3 clusters Score -1184929 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1184986.000000 Penalty: 4638.942871
	Iteration 28Q: 3 clusters Score -1184986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1185042.375000 Penalty: 4638.942871
	Iteration 29Q: 3 clusters Score -1185042 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1185100.125000 Penalty: 4638.942871
	Iteration 30Q: 3 clusters Score -1185100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1185159.250000 Penalty: 4638.942871
	Iteration 31Q: 3 clusters Score -1185159 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1185205.500000 Penalty: 4638.942871
	Iteration 32Q: 3 clusters Score -1185206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1185238.500000 Penalty: 4638.942871
	Iteration 33Q: 3 clusters Score -1185238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1185276.750000 Penalty: 4638.942871
	Iteration 34Q: 3 clusters Score -1185277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1185304.125000 Penalty: 4638.942871
	Iteration 35Q: 3 clusters Score -1185304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1185332.500000 Penalty: 4638.942871
	Iteration 36Q: 3 clusters Score -1185332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1185348.500000 Penalty: 4638.942871
	Iteration 37Q: 3 clusters Score -1185348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1185367.500000 Penalty: 4638.942871
	Iteration 38Q: 3 clusters Score -1185368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1185389.750000 Penalty: 4638.942871
	Iteration 39Q: 3 clusters Score -1185390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1185407.000000 Penalty: 4638.942871
	Iteration 40F: 3 clusters Score -1185407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1185424.250000 Penalty: 4638.942871
	Iteration 41Q: 3 clusters Score -1185424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1185439.875000 Penalty: 4638.942871
	Iteration 42Q: 3 clusters Score -1185440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1185454.250000 Penalty: 4638.942871
	Iteration 43Q: 3 clusters Score -1185454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1185474.375000 Penalty: 4638.942871
	Iteration 44Q: 3 clusters Score -1185474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1185499.875000 Penalty: 4638.942871
	Iteration 45Q: 3 clusters Score -1185500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1185518.500000 Penalty: 4638.942871
	Iteration 46Q: 3 clusters Score -1185518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1185539.875000 Penalty: 4638.942871
	Iteration 47Q: 3 clusters Score -1185540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1185564.250000 Penalty: 4638.942871
	Iteration 48Q: 3 clusters Score -1185564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1185592.875000 Penalty: 4638.942871
	Iteration 49Q: 3 clusters Score -1185593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1185622.625000 Penalty: 4638.942871
	Iteration 50Q: 3 clusters Score -1185623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1185657.750000 Penalty: 4638.942871
	Iteration 51Q: 3 clusters Score -1185658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1185704.750000 Penalty: 4638.942871
	Iteration 52Q: 3 clusters Score -1185705 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1185768.375000 Penalty: 4638.942871
	Iteration 53Q: 3 clusters Score -1185768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1185836.375000 Penalty: 4638.942871
	Iteration 54Q: 3 clusters Score -1185836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1185887.000000 Penalty: 4638.942871
	Iteration 55Q: 3 clusters Score -1185887 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1185935.875000 Penalty: 4638.942871
	Iteration 56Q: 3 clusters Score -1185936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1185984.375000 Penalty: 4638.942871
	Iteration 57Q: 3 clusters Score -1185984 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1186038.750000 Penalty: 4638.942871
	Iteration 58Q: 3 clusters Score -1186039 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1186101.250000 Penalty: 4638.942871
	Iteration 59Q: 3 clusters Score -1186101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1186157.250000 Penalty: 4638.942871
	Iteration 60F: 3 clusters Score -1186157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1186214.125000 Penalty: 4638.942871
	Iteration 61Q: 3 clusters Score -1186214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1186258.250000 Penalty: 4638.942871
	Iteration 62Q: 3 clusters Score -1186258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1186283.750000 Penalty: 4638.942871
	Iteration 63Q: 3 clusters Score -1186284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1186303.250000 Penalty: 4638.942871
	Iteration 64Q: 3 clusters Score -1186303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1186312.250000 Penalty: 4638.942871
	Iteration 65Q: 3 clusters Score -1186312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1186323.750000 Penalty: 4638.942871
	Iteration 66Q: 3 clusters Score -1186324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1186333.875000 Penalty: 4638.942871
	Iteration 67Q: 3 clusters Score -1186334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1186342.375000 Penalty: 4638.942871
	Iteration 68Q: 3 clusters Score -1186342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1186345.750000 Penalty: 4638.942871
	Iteration 69Q: 3 clusters Score -1186346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1186348.125000 Penalty: 4638.942871
	Iteration 70Q: 3 clusters Score -1186348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1186350.875000 Penalty: 4638.942871
	Iteration 71Q: 3 clusters Score -1186351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1186357.250000 Penalty: 4638.942871
	Iteration 72Q: 3 clusters Score -1186357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1186361.375000 Penalty: 4638.942871
	Iteration 73Q: 3 clusters Score -1186361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1186366.125000 Penalty: 4638.942871
	Iteration 74Q: 3 clusters Score -1186366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1186369.250000 Penalty: 4638.942871
	Iteration 75Q: 3 clusters Score -1186369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1186369.000000 Penalty: 4638.942871
	Iteration 76Q: 3 clusters Score -1186369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1186377.125000 Penalty: 4638.942871
	Iteration 77Q: 3 clusters Score -1186377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1186376.500000 Penalty: 4638.942871
	Iteration 78Q: 3 clusters Score -1186376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1186378.375000 Penalty: 4638.942871
	Iteration 79Q: 3 clusters Score -1186378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1186380.875000 Penalty: 4638.942871
	Iteration 80F: 3 clusters Score -1186381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -247540.031250 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -247540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -244175.578125 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -244175.6 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -245178.796875 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -245178.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -245618.500000 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -245618.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -245978.812500 Penalty: 4006.567871
	Iteration 3F: 3 clusters Score -245978.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -246255.750000 Penalty: 4006.567871
	Iteration 4F: 3 clusters Score -246255.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -246457.078125 Penalty: 4006.567871
	Iteration 5F: 3 clusters Score -246457.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -246568.781250 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -246568.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -246633.984375 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -246634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -246701.140625 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -246701.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -246739.578125 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -246739.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -246765.171875 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -246765.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -246780.578125 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -246780.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -246795.484375 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -246795.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -246809.093750 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -246809.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -246815.953125 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -246816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -246822.593750 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -246822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -246828.875000 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -246828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -246835.406250 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -246835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -246842.734375 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -246842.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -246853.078125 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -246853.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -246858.015625 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -246858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -246862.109375 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -246862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -246865.750000 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -246865.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -246872.390625 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -246872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -246877.171875 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -246877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -246881.046875 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -246881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -246885.171875 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -246885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -246887.531250 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -246887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -246889.562500 Penalty: 4006.567871
	Iteration 28Q: 3 clusters Score -246889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -246890.437500 Penalty: 4006.567871
	Iteration 29Q: 3 clusters Score -246890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -246891.062500 Penalty: 4006.567871
	Iteration 30Q: 3 clusters Score -246891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -246891.171875 Penalty: 4006.567871
	Iteration 31Q: 3 clusters Score -246891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -246891.453125 Penalty: 4006.567871
	Iteration 32Q: 3 clusters Score -246891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -246891.453125 Penalty: 4006.567871
	Iteration 33F: 3 clusters Score -246891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -386051.406250 Penalty: 2024.020996
	Iteration 0F: 2 clusters Score -386051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382426.625000 Penalty: 4048.041992
	Iteration 0F: 3 clusters Score -382426.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -383185.062500 Penalty: 4048.041992
	Iteration 1F: 3 clusters Score -383185.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -383417.781250 Penalty: 4048.041992
	Iteration 2F: 3 clusters Score -383417.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -383557.250000 Penalty: 4048.041992
	Iteration 3F: 3 clusters Score -383557.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -383647.250000 Penalty: 4048.041992
	Iteration 4Q: 3 clusters Score -383647.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -383704.187500 Penalty: 4048.041992
	Iteration 5Q: 3 clusters Score -383704.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -383756.656250 Penalty: 4048.041992
	Iteration 6Q: 3 clusters Score -383756.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -383813.750000 Penalty: 4048.041992
	Iteration 7Q: 3 clusters Score -383813.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -383870.875000 Penalty: 4048.041992
	Iteration 8Q: 3 clusters Score -383870.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -383920.781250 Penalty: 4048.041992
	Iteration 9Q: 3 clusters Score -383920.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383972.437500 Penalty: 4048.041992
	Iteration 10Q: 3 clusters Score -383972.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -384038.687500 Penalty: 4048.041992
	Iteration 11Q: 3 clusters Score -384038.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -384096.656250 Penalty: 4048.041992
	Iteration 12Q: 3 clusters Score -384096.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -384162.406250 Penalty: 4048.041992
	Iteration 13Q: 3 clusters Score -384162.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -384222.000000 Penalty: 4048.041992
	Iteration 14Q: 3 clusters Score -384222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -384272.250000 Penalty: 4048.041992
	Iteration 15Q: 3 clusters Score -384272.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -384323.406250 Penalty: 4048.041992
	Iteration 16Q: 3 clusters Score -384323.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -384367.000000 Penalty: 4048.041992
	Iteration 17Q: 3 clusters Score -384367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -384405.062500 Penalty: 4048.041992
	Iteration 18Q: 3 clusters Score -384405.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -384425.218750 Penalty: 4048.041992
	Iteration 19Q: 3 clusters Score -384425.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -384437.500000 Penalty: 4048.041992
	Iteration 20F: 3 clusters Score -384437.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -384445.343750 Penalty: 4048.041992
	Iteration 21Q: 3 clusters Score -384445.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -384452.250000 Penalty: 4048.041992
	Iteration 22Q: 3 clusters Score -384452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -384459.437500 Penalty: 4048.041992
	Iteration 23Q: 3 clusters Score -384459.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -384463.437500 Penalty: 4048.041992
	Iteration 24Q: 3 clusters Score -384463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -384466.781250 Penalty: 4048.041992
	Iteration 25Q: 3 clusters Score -384466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -384468.125000 Penalty: 4048.041992
	Iteration 26Q: 3 clusters Score -384468.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -384471.625000 Penalty: 4048.041992
	Iteration 27Q: 3 clusters Score -384471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -384474.187500 Penalty: 4048.041992
	Iteration 28Q: 3 clusters Score -384474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -384477.093750 Penalty: 4048.041992
	Iteration 29Q: 3 clusters Score -384477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -384479.812500 Penalty: 4048.041992
	Iteration 30Q: 3 clusters Score -384479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -384481.593750 Penalty: 4048.041992
	Iteration 31Q: 3 clusters Score -384481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -384483.718750 Penalty: 4048.041992
	Iteration 32Q: 3 clusters Score -384483.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -384486.281250 Penalty: 4048.041992
	Iteration 33Q: 3 clusters Score -384486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -384490.218750 Penalty: 4048.041992
	Iteration 34Q: 3 clusters Score -384490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -384491.375000 Penalty: 4048.041992
	Iteration 35Q: 3 clusters Score -384491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -384492.312500 Penalty: 4048.041992
	Iteration 36Q: 3 clusters Score -384492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -384493.156250 Penalty: 4048.041992
	Iteration 37Q: 3 clusters Score -384493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -384493.656250 Penalty: 4048.041992
	Iteration 38Q: 3 clusters Score -384493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -384493.656250 Penalty: 4048.041992
	Iteration 39Q: 3 clusters Score -384493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -384494.437500 Penalty: 4048.041992
	Iteration 40F: 3 clusters Score -384494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -384497.281250 Penalty: 4048.041992
	Iteration 41Q: 3 clusters Score -384497.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -384503.312500 Penalty: 4048.041992
	Iteration 42Q: 3 clusters Score -384503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -384506.593750 Penalty: 4048.041992
	Iteration 43Q: 3 clusters Score -384506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -384509.593750 Penalty: 4048.041992
	Iteration 44Q: 3 clusters Score -384509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -384511.468750 Penalty: 4048.041992
	Iteration 45Q: 3 clusters Score -384511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -384512.843750 Penalty: 4048.041992
	Iteration 46Q: 3 clusters Score -384512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -384512.843750 Penalty: 4048.041992
	Iteration 47F: 3 clusters Score -384512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -388567.875000 Penalty: 2034.690796
	Iteration 0F: 2 clusters Score -388567.9 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 1816 members 
Entering Unmasked Estep 
Score: -384960.343750 Penalty: 4069.381592
	Iteration 0F: 3 clusters Score -384960.3 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -385963.750000 Penalty: 4069.381592
	Iteration 1F: 3 clusters Score -385963.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -386327.937500 Penalty: 4069.381592
	Iteration 2F: 3 clusters Score -386327.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -386599.187500 Penalty: 4069.381592
	Iteration 3F: 3 clusters Score -386599.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -386843.031250 Penalty: 4069.381592
	Iteration 4F: 3 clusters Score -386843 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -387124.093750 Penalty: 4069.381592
	Iteration 5F: 3 clusters Score -387124.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -387399.062500 Penalty: 4069.381592
	Iteration 6F: 3 clusters Score -387399.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -387605.750000 Penalty: 4069.381592
	Iteration 7F: 3 clusters Score -387605.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -387801.875000 Penalty: 4069.381592
	Iteration 8Q: 3 clusters Score -387801.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -387972.468750 Penalty: 4069.381592
	Iteration 9Q: 3 clusters Score -387972.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -388134.593750 Penalty: 4069.381592
	Iteration 10Q: 3 clusters Score -388134.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -388205.000000 Penalty: 4069.381592
	Iteration 11Q: 3 clusters Score -388205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -388249.156250 Penalty: 4069.381592
	Iteration 12Q: 3 clusters Score -388249.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -388300.562500 Penalty: 4069.381592
	Iteration 13Q: 3 clusters Score -388300.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -388378.468750 Penalty: 4069.381592
	Iteration 14Q: 3 clusters Score -388378.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -388471.062500 Penalty: 4069.381592
	Iteration 15Q: 3 clusters Score -388471.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -388592.312500 Penalty: 4069.381592
	Iteration 16Q: 3 clusters Score -388592.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -388717.375000 Penalty: 4069.381592
	Iteration 17Q: 3 clusters Score -388717.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -388797.906250 Penalty: 4069.381592
	Iteration 18Q: 3 clusters Score -388797.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -388856.000000 Penalty: 4069.381592
	Iteration 19Q: 3 clusters Score -388856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -388912.125000 Penalty: 4069.381592
	Iteration 20F: 3 clusters Score -388912.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -388944.968750 Penalty: 4069.381592
	Iteration 21Q: 3 clusters Score -388945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -388960.406250 Penalty: 4069.381592
	Iteration 22Q: 3 clusters Score -388960.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -388968.218750 Penalty: 4069.381592
	Iteration 23Q: 3 clusters Score -388968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -388976.718750 Penalty: 4069.381592
	Iteration 24Q: 3 clusters Score -388976.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -388981.343750 Penalty: 4069.381592
	Iteration 25Q: 3 clusters Score -388981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -388983.656250 Penalty: 4069.381592
	Iteration 26Q: 3 clusters Score -388983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -388984.812500 Penalty: 4069.381592
	Iteration 27Q: 3 clusters Score -388984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -388985.406250 Penalty: 4069.381592
	Iteration 28Q: 3 clusters Score -388985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -388987.843750 Penalty: 4069.381592
	Iteration 29Q: 3 clusters Score -388987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -388988.875000 Penalty: 4069.381592
	Iteration 30Q: 3 clusters Score -388988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -388990.281250 Penalty: 4069.381592
	Iteration 31Q: 3 clusters Score -388990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -388990.281250 Penalty: 4069.381592
	Iteration 32F: 3 clusters Score -388990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 1567 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2090 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292720.000000 Penalty: 366495.125000
Splitting cluster 57 changes total score from -212293536.000000 to -212292720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (14803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Entering Unmasked Estep 
Score: -1712101.875000 Penalty: 2381.440918
	Iteration 0F: 2 clusters Score -1712102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1701305.500000 Penalty: 4762.881836
	Iteration 0F: 3 clusters Score -1701306 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1704705.625000 Penalty: 4762.881836
	Iteration 1F: 3 clusters Score -1704706 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1705048.625000 Penalty: 4762.881836
	Iteration 2F: 3 clusters Score -1705049 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1705330.250000 Penalty: 4762.881836
	Iteration 3Q: 3 clusters Score -1705330 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1705583.125000 Penalty: 4762.881836
	Iteration 4Q: 3 clusters Score -1705583 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1705859.875000 Penalty: 4762.881836
	Iteration 5Q: 3 clusters Score -1705860 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1706210.375000 Penalty: 4762.881836
	Iteration 6Q: 3 clusters Score -1706210 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1706620.125000 Penalty: 4762.881836
	Iteration 7Q: 3 clusters Score -1706620 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1707116.625000 Penalty: 4762.881836
	Iteration 8F: 3 clusters Score -1707117 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1707726.875000 Penalty: 4762.881836
	Iteration 9F: 3 clusters Score -1707727 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1708395.125000 Penalty: 4762.881836
	Iteration 10F: 3 clusters Score -1708395 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1708995.250000 Penalty: 4762.881836
	Iteration 11Q: 3 clusters Score -1708995 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1709407.750000 Penalty: 4762.881836
	Iteration 12Q: 3 clusters Score -1709408 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1709631.750000 Penalty: 4762.881836
	Iteration 13Q: 3 clusters Score -1709632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1709801.375000 Penalty: 4762.881836
	Iteration 14Q: 3 clusters Score -1709801 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1709929.500000 Penalty: 4762.881836
	Iteration 15Q: 3 clusters Score -1709930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1710005.875000 Penalty: 4762.881836
	Iteration 16Q: 3 clusters Score -1710006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1710047.750000 Penalty: 4762.881836
	Iteration 17Q: 3 clusters Score -1710048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1710076.250000 Penalty: 4762.881836
	Iteration 18Q: 3 clusters Score -1710076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1710098.375000 Penalty: 4762.881836
	Iteration 19Q: 3 clusters Score -1710098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1710117.625000 Penalty: 4762.881836
	Iteration 20F: 3 clusters Score -1710118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1710138.500000 Penalty: 4762.881836
	Iteration 21Q: 3 clusters Score -1710138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1710155.375000 Penalty: 4762.881836
	Iteration 22Q: 3 clusters Score -1710155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1710160.750000 Penalty: 4762.881836
	Iteration 23Q: 3 clusters Score -1710161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1710167.250000 Penalty: 4762.881836
	Iteration 24Q: 3 clusters Score -1710167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1710166.500000 Penalty: 4762.881836
	Iteration 25Q: 3 clusters Score -1710166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1710168.500000 Penalty: 4762.881836
	Iteration 26Q: 3 clusters Score -1710168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1710172.625000 Penalty: 4762.881836
	Iteration 27Q: 3 clusters Score -1710173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1710176.875000 Penalty: 4762.881836
	Iteration 28Q: 3 clusters Score -1710177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1710179.125000 Penalty: 4762.881836
	Iteration 29Q: 3 clusters Score -1710179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1710180.000000 Penalty: 4762.881836
	Iteration 30Q: 3 clusters Score -1710180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1710183.000000 Penalty: 4762.881836
	Iteration 31Q: 3 clusters Score -1710183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1710186.625000 Penalty: 4762.881836
	Iteration 32Q: 3 clusters Score -1710187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1710190.000000 Penalty: 4762.881836
	Iteration 33Q: 3 clusters Score -1710190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1710191.375000 Penalty: 4762.881836
	Iteration 34Q: 3 clusters Score -1710191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1710193.125000 Penalty: 4762.881836
	Iteration 35Q: 3 clusters Score -1710193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1710195.625000 Penalty: 4762.881836
	Iteration 36Q: 3 clusters Score -1710196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1710195.625000 Penalty: 4762.881836
	Iteration 37F: 3 clusters Score -1710196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (25779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Entering Unmasked Estep 
Score: -2921503.000000 Penalty: 2519.014160
	Iteration 0F: 2 clusters Score -2921503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2903853.250000 Penalty: 5038.028320
	Iteration 0F: 3 clusters Score -2903853 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2910042.000000 Penalty: 5038.028320
	Iteration 1F: 3 clusters Score -2910042 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2910531.250000 Penalty: 5038.028320
	Iteration 2Q: 3 clusters Score -2910531 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2911010.250000 Penalty: 5038.028320
	Iteration 3Q: 3 clusters Score -2911010 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2911499.000000 Penalty: 5038.028320
	Iteration 4Q: 3 clusters Score -2911499 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2912000.750000 Penalty: 5038.028320
	Iteration 5Q: 3 clusters Score -2912001 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2912527.000000 Penalty: 5038.028320
	Iteration 6Q: 3 clusters Score -2912527 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2913036.750000 Penalty: 5038.028320
	Iteration 7Q: 3 clusters Score -2913037 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2913535.000000 Penalty: 5038.028320
	Iteration 8Q: 3 clusters Score -2913535 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2913979.750000 Penalty: 5038.028320
	Iteration 9Q: 3 clusters Score -2913980 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2914443.000000 Penalty: 5038.028320
	Iteration 10Q: 3 clusters Score -2914443 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2914834.750000 Penalty: 5038.028320
	Iteration 11Q: 3 clusters Score -2914835 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2915207.000000 Penalty: 5038.028320
	Iteration 12Q: 3 clusters Score -2915207 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2915525.250000 Penalty: 5038.028320
	Iteration 13Q: 3 clusters Score -2915525 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2915774.000000 Penalty: 5038.028320
	Iteration 14Q: 3 clusters Score -2915774 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2915969.250000 Penalty: 5038.028320
	Iteration 15Q: 3 clusters Score -2915969 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2916110.250000 Penalty: 5038.028320
	Iteration 16Q: 3 clusters Score -2916110 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2916211.000000 Penalty: 5038.028320
	Iteration 17Q: 3 clusters Score -2916211 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2916289.250000 Penalty: 5038.028320
	Iteration 18Q: 3 clusters Score -2916289 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2916369.500000 Penalty: 5038.028320
	Iteration 19Q: 3 clusters Score -2916370 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2916412.750000 Penalty: 5038.028320
	Iteration 20F: 3 clusters Score -2916413 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2916454.250000 Penalty: 5038.028320
	Iteration 21Q: 3 clusters Score -2916454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2916503.000000 Penalty: 5038.028320
	Iteration 22Q: 3 clusters Score -2916503 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2916540.750000 Penalty: 5038.028320
	Iteration 23Q: 3 clusters Score -2916541 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2916574.750000 Penalty: 5038.028320
	Iteration 24Q: 3 clusters Score -2916575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2916612.500000 Penalty: 5038.028320
	Iteration 25Q: 3 clusters Score -2916612 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2916655.250000 Penalty: 5038.028320
	Iteration 26Q: 3 clusters Score -2916655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2916699.000000 Penalty: 5038.028320
	Iteration 27Q: 3 clusters Score -2916699 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2916727.000000 Penalty: 5038.028320
	Iteration 28Q: 3 clusters Score -2916727 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2916776.000000 Penalty: 5038.028320
	Iteration 29Q: 3 clusters Score -2916776 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2916829.750000 Penalty: 5038.028320
	Iteration 30Q: 3 clusters Score -2916830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2916892.750000 Penalty: 5038.028320
	Iteration 31Q: 3 clusters Score -2916893 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2916933.500000 Penalty: 5038.028320
	Iteration 32Q: 3 clusters Score -2916934 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2916973.250000 Penalty: 5038.028320
	Iteration 33Q: 3 clusters Score -2916973 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2917003.250000 Penalty: 5038.028320
	Iteration 34Q: 3 clusters Score -2917003 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2917049.000000 Penalty: 5038.028320
	Iteration 35Q: 3 clusters Score -2917049 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2917089.750000 Penalty: 5038.028320
	Iteration 36Q: 3 clusters Score -2917090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2917124.750000 Penalty: 5038.028320
	Iteration 37Q: 3 clusters Score -2917125 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2917187.500000 Penalty: 5038.028320
	Iteration 38Q: 3 clusters Score -2917188 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2917242.000000 Penalty: 5038.028320
	Iteration 39Q: 3 clusters Score -2917242 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2917301.500000 Penalty: 5038.028320
	Iteration 40F: 3 clusters Score -2917302 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2917371.000000 Penalty: 5038.028320
	Iteration 41Q: 3 clusters Score -2917371 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2917432.750000 Penalty: 5038.028320
	Iteration 42Q: 3 clusters Score -2917433 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2917491.250000 Penalty: 5038.028320
	Iteration 43Q: 3 clusters Score -2917491 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2917560.500000 Penalty: 5038.028320
	Iteration 44Q: 3 clusters Score -2917560 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2917635.250000 Penalty: 5038.028320
	Iteration 45Q: 3 clusters Score -2917635 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2917709.750000 Penalty: 5038.028320
	Iteration 46Q: 3 clusters Score -2917710 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2917798.750000 Penalty: 5038.028320
	Iteration 47Q: 3 clusters Score -2917799 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2917891.500000 Penalty: 5038.028320
	Iteration 48Q: 3 clusters Score -2917892 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2918002.500000 Penalty: 5038.028320
	Iteration 49Q: 3 clusters Score -2918002 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2918089.250000 Penalty: 5038.028320
	Iteration 50Q: 3 clusters Score -2918089 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2918158.250000 Penalty: 5038.028320
	Iteration 51Q: 3 clusters Score -2918158 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2918225.500000 Penalty: 5038.028320
	Iteration 52Q: 3 clusters Score -2918226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2918319.000000 Penalty: 5038.028320
	Iteration 53Q: 3 clusters Score -2918319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2918410.000000 Penalty: 5038.028320
	Iteration 54Q: 3 clusters Score -2918410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2918481.500000 Penalty: 5038.028320
	Iteration 55Q: 3 clusters Score -2918482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2918559.250000 Penalty: 5038.028320
	Iteration 56Q: 3 clusters Score -2918559 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2918639.000000 Penalty: 5038.028320
	Iteration 57Q: 3 clusters Score -2918639 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2918700.500000 Penalty: 5038.028320
	Iteration 58Q: 3 clusters Score -2918700 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2918773.000000 Penalty: 5038.028320
	Iteration 59Q: 3 clusters Score -2918773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2918844.500000 Penalty: 5038.028320
	Iteration 60F: 3 clusters Score -2918844 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2918930.250000 Penalty: 5038.028320
	Iteration 61Q: 3 clusters Score -2918930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2919000.250000 Penalty: 5038.028320
	Iteration 62Q: 3 clusters Score -2919000 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2919079.500000 Penalty: 5038.028320
	Iteration 63Q: 3 clusters Score -2919080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2919164.250000 Penalty: 5038.028320
	Iteration 64Q: 3 clusters Score -2919164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2919223.250000 Penalty: 5038.028320
	Iteration 65Q: 3 clusters Score -2919223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2919293.500000 Penalty: 5038.028320
	Iteration 66Q: 3 clusters Score -2919294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2919331.500000 Penalty: 5038.028320
	Iteration 67Q: 3 clusters Score -2919332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2919385.500000 Penalty: 5038.028320
	Iteration 68Q: 3 clusters Score -2919386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2919432.750000 Penalty: 5038.028320
	Iteration 69Q: 3 clusters Score -2919433 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2919478.750000 Penalty: 5038.028320
	Iteration 70Q: 3 clusters Score -2919479 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2919519.500000 Penalty: 5038.028320
	Iteration 71Q: 3 clusters Score -2919520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2919550.250000 Penalty: 5038.028320
	Iteration 72Q: 3 clusters Score -2919550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2919577.250000 Penalty: 5038.028320
	Iteration 73Q: 3 clusters Score -2919577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2919617.750000 Penalty: 5038.028320
	Iteration 74Q: 3 clusters Score -2919618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2919640.250000 Penalty: 5038.028320
	Iteration 75Q: 3 clusters Score -2919640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2919680.750000 Penalty: 5038.028320
	Iteration 76Q: 3 clusters Score -2919681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2919750.500000 Penalty: 5038.028320
	Iteration 77Q: 3 clusters Score -2919750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2919832.750000 Penalty: 5038.028320
	Iteration 78Q: 3 clusters Score -2919833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2919878.500000 Penalty: 5038.028320
	Iteration 79Q: 3 clusters Score -2919878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2919907.250000 Penalty: 5038.028320
	Iteration 80F: 3 clusters Score -2919907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2919921.000000 Penalty: 5038.028320
	Iteration 81Q: 3 clusters Score -2919921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2919940.250000 Penalty: 5038.028320
	Iteration 82Q: 3 clusters Score -2919940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2919960.750000 Penalty: 5038.028320
	Iteration 83Q: 3 clusters Score -2919961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2919976.500000 Penalty: 5038.028320
	Iteration 84Q: 3 clusters Score -2919976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2919985.250000 Penalty: 5038.028320
	Iteration 85Q: 3 clusters Score -2919985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2919987.500000 Penalty: 5038.028320
	Iteration 86Q: 3 clusters Score -2919988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2919986.250000 Penalty: 5038.028320
	Iteration 87Q: 3 clusters Score -2919986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2919989.250000 Penalty: 5038.028320
	Iteration 88Q: 3 clusters Score -2919989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2919991.250000 Penalty: 5038.028320
	Iteration 89Q: 3 clusters Score -2919991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2919992.500000 Penalty: 5038.028320
	Iteration 90Q: 3 clusters Score -2919992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2919993.750000 Penalty: 5038.028320
	Iteration 91Q: 3 clusters Score -2919994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2919997.250000 Penalty: 5038.028320
	Iteration 92Q: 3 clusters Score -2919997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2919997.250000 Penalty: 5038.028320
	Iteration 93F: 3 clusters Score -2919997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -228306.609375 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -228306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -225638.156250 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -225638.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -226283.500000 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -226283.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -226570.890625 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -226570.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -226841.140625 Penalty: 3811.196533
	Iteration 3F: 3 clusters Score -226841.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -227034.578125 Penalty: 3811.196533
	Iteration 4F: 3 clusters Score -227034.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -227161.093750 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -227161.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -227232.750000 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -227232.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -227278.734375 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -227278.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -227311.062500 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -227311.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -227346.296875 Penalty: 3811.196533
	Iteration 9Q: 3 clusters Score -227346.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -227374.093750 Penalty: 3811.196533
	Iteration 10Q: 3 clusters Score -227374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -227401.375000 Penalty: 3811.196533
	Iteration 11Q: 3 clusters Score -227401.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -227428.390625 Penalty: 3811.196533
	Iteration 12Q: 3 clusters Score -227428.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -227462.906250 Penalty: 3811.196533
	Iteration 13Q: 3 clusters Score -227462.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -227505.218750 Penalty: 3811.196533
	Iteration 14Q: 3 clusters Score -227505.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -227561.218750 Penalty: 3811.196533
	Iteration 15Q: 3 clusters Score -227561.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -227639.093750 Penalty: 3811.196533
	Iteration 16Q: 3 clusters Score -227639.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -227733.421875 Penalty: 3811.196533
	Iteration 17Q: 3 clusters Score -227733.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -227858.031250 Penalty: 3811.196533
	Iteration 18Q: 3 clusters Score -227858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -227947.375000 Penalty: 3811.196533
	Iteration 19Q: 3 clusters Score -227947.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -227985.984375 Penalty: 3811.196533
	Iteration 20F: 3 clusters Score -227986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -228006.406250 Penalty: 3811.196533
	Iteration 21Q: 3 clusters Score -228006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -228019.265625 Penalty: 3811.196533
	Iteration 22Q: 3 clusters Score -228019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -228023.421875 Penalty: 3811.196533
	Iteration 23Q: 3 clusters Score -228023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -228029.921875 Penalty: 3811.196533
	Iteration 24Q: 3 clusters Score -228029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228032.687500 Penalty: 3811.196533
	Iteration 25Q: 3 clusters Score -228032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -228033.734375 Penalty: 3811.196533
	Iteration 26Q: 3 clusters Score -228033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -228034.843750 Penalty: 3811.196533
	Iteration 27Q: 3 clusters Score -228034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -228034.843750 Penalty: 3811.196533
	Iteration 28F: 3 clusters Score -228034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -549091.875000 Penalty: 2120.555664
	Iteration 0F: 2 clusters Score -549091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -544483.250000 Penalty: 4241.111328
	Iteration 0F: 3 clusters Score -544483.2 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -545800.125000 Penalty: 4241.111328
	Iteration 1F: 3 clusters Score -545800.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -546276.125000 Penalty: 4241.111328
	Iteration 2F: 3 clusters Score -546276.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -546737.437500 Penalty: 4241.111328
	Iteration 3F: 3 clusters Score -546737.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -547171.562500 Penalty: 4241.111328
	Iteration 4F: 3 clusters Score -547171.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -547470.812500 Penalty: 4241.111328
	Iteration 5F: 3 clusters Score -547470.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -547641.875000 Penalty: 4241.111328
	Iteration 6Q: 3 clusters Score -547641.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -547729.625000 Penalty: 4241.111328
	Iteration 7Q: 3 clusters Score -547729.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -547784.312500 Penalty: 4241.111328
	Iteration 8Q: 3 clusters Score -547784.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -547815.750000 Penalty: 4241.111328
	Iteration 9Q: 3 clusters Score -547815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -547839.750000 Penalty: 4241.111328
	Iteration 10Q: 3 clusters Score -547839.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -547856.312500 Penalty: 4241.111328
	Iteration 11Q: 3 clusters Score -547856.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -547872.187500 Penalty: 4241.111328
	Iteration 12Q: 3 clusters Score -547872.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -547887.875000 Penalty: 4241.111328
	Iteration 13Q: 3 clusters Score -547887.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -547897.000000 Penalty: 4241.111328
	Iteration 14Q: 3 clusters Score -547897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -547904.875000 Penalty: 4241.111328
	Iteration 15Q: 3 clusters Score -547904.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -547912.937500 Penalty: 4241.111328
	Iteration 16Q: 3 clusters Score -547912.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -547919.375000 Penalty: 4241.111328
	Iteration 17Q: 3 clusters Score -547919.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -547928.250000 Penalty: 4241.111328
	Iteration 18Q: 3 clusters Score -547928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -547933.687500 Penalty: 4241.111328
	Iteration 19Q: 3 clusters Score -547933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -547937.312500 Penalty: 4241.111328
	Iteration 20F: 3 clusters Score -547937.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -547942.000000 Penalty: 4241.111328
	Iteration 21Q: 3 clusters Score -547942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -547944.125000 Penalty: 4241.111328
	Iteration 22Q: 3 clusters Score -547944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -547949.500000 Penalty: 4241.111328
	Iteration 23Q: 3 clusters Score -547949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -547950.375000 Penalty: 4241.111328
	Iteration 24Q: 3 clusters Score -547950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -547953.375000 Penalty: 4241.111328
	Iteration 25Q: 3 clusters Score -547953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -547956.250000 Penalty: 4241.111328
	Iteration 26Q: 3 clusters Score -547956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -547958.437500 Penalty: 4241.111328
	Iteration 27Q: 3 clusters Score -547958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -547959.312500 Penalty: 4241.111328
	Iteration 28Q: 3 clusters Score -547959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -547959.750000 Penalty: 4241.111328
	Iteration 29Q: 3 clusters Score -547959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -547960.000000 Penalty: 4241.111328
	Iteration 30Q: 3 clusters Score -547960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -547960.375000 Penalty: 4241.111328
	Iteration 31Q: 3 clusters Score -547960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -547960.375000 Penalty: 4241.111328
	Iteration 32F: 3 clusters Score -547960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -382617.593750 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -382617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -379080.187500 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -379080.2 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -379819.968750 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -379820 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -380036.625000 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -380036.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -380196.625000 Penalty: 4061.038330
	Iteration 3F: 3 clusters Score -380196.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -380350.281250 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -380350.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -380490.156250 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -380490.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -380648.968750 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -380649 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -380809.875000 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -380809.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -380939.093750 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -380939.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -381048.531250 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -381048.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -381112.812500 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -381112.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -381157.406250 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -381157.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -381184.812500 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -381184.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -381207.500000 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -381207.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -381222.187500 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -381222.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -381231.625000 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -381231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -381237.593750 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -381237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -381242.531250 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -381242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -381248.218750 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -381248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -381254.562500 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -381254.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -381261.531250 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -381261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -381269.937500 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -381269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -381276.593750 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -381276.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -381287.281250 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -381287.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -381307.562500 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -381307.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -381327.656250 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -381327.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -381348.062500 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -381348.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -381366.937500 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -381366.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -381388.343750 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -381388.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -381404.656250 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -381404.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -381421.781250 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -381421.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -381440.156250 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -381440.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -381462.156250 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -381462.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -381479.781250 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -381479.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -381502.343750 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -381502.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -381525.031250 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -381525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -381543.593750 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -381543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -381553.812500 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -381553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -381558.281250 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -381558.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -381565.343750 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -381565.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -381575.562500 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -381575.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -381584.437500 Penalty: 4061.038330
	Iteration 41Q: 3 clusters Score -381584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -381594.593750 Penalty: 4061.038330
	Iteration 42Q: 3 clusters Score -381594.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -381605.125000 Penalty: 4061.038330
	Iteration 43Q: 3 clusters Score -381605.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -381618.718750 Penalty: 4061.038330
	Iteration 44Q: 3 clusters Score -381618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -381638.250000 Penalty: 4061.038330
	Iteration 45Q: 3 clusters Score -381638.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -381658.875000 Penalty: 4061.038330
	Iteration 46Q: 3 clusters Score -381658.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -381675.093750 Penalty: 4061.038330
	Iteration 47Q: 3 clusters Score -381675.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -381699.281250 Penalty: 4061.038330
	Iteration 48Q: 3 clusters Score -381699.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -381725.968750 Penalty: 4061.038330
	Iteration 49Q: 3 clusters Score -381726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -381757.031250 Penalty: 4061.038330
	Iteration 50Q: 3 clusters Score -381757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -381797.531250 Penalty: 4061.038330
	Iteration 51Q: 3 clusters Score -381797.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -381837.187500 Penalty: 4061.038330
	Iteration 52Q: 3 clusters Score -381837.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -381857.093750 Penalty: 4061.038330
	Iteration 53Q: 3 clusters Score -381857.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -381868.062500 Penalty: 4061.038330
	Iteration 54Q: 3 clusters Score -381868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -381874.781250 Penalty: 4061.038330
	Iteration 55Q: 3 clusters Score -381874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -381877.937500 Penalty: 4061.038330
	Iteration 56Q: 3 clusters Score -381877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -381878.875000 Penalty: 4061.038330
	Iteration 57Q: 3 clusters Score -381878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -381879.750000 Penalty: 4061.038330
	Iteration 58Q: 3 clusters Score -381879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -381879.750000 Penalty: 4061.038330
	Iteration 59F: 3 clusters Score -381879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -215117.687500 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -215117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212540.640625 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -212540.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213051.453125 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -213051.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -213185.500000 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -213185.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -213274.656250 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -213274.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -213343.609375 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -213343.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -213401.062500 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -213401.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213436.390625 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -213436.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -213462.890625 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -213462.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213488.937500 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -213488.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -213509.156250 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -213509.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213534.234375 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -213534.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -213556.250000 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -213556.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -213573.234375 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -213573.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213585.390625 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -213585.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213597.875000 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -213597.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -213612.500000 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -213612.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -213624.140625 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -213624.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213635.531250 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -213635.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213647.500000 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -213647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -213662.953125 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -213663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -213677.078125 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -213677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -213685.437500 Penalty: 3758.252441
	Iteration 21Q: 3 clusters Score -213685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -213691.562500 Penalty: 3758.252441
	Iteration 22Q: 3 clusters Score -213691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213697.531250 Penalty: 3758.252441
	Iteration 23Q: 3 clusters Score -213697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -213703.171875 Penalty: 3758.252441
	Iteration 24Q: 3 clusters Score -213703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213705.359375 Penalty: 3758.252441
	Iteration 25Q: 3 clusters Score -213705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -213707.015625 Penalty: 3758.252441
	Iteration 26Q: 3 clusters Score -213707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -213708.156250 Penalty: 3758.252441
	Iteration 27Q: 3 clusters Score -213708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213708.281250 Penalty: 3758.252441
	Iteration 28Q: 3 clusters Score -213708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213708.281250 Penalty: 3758.252441
	Iteration 29F: 3 clusters Score -213708.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (54513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Entering Unmasked Estep 
Score: -6257702.000000 Penalty: 2704.736328
	Iteration 0F: 2 clusters Score -6257702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6220972.000000 Penalty: 5409.472656
	Iteration 0F: 3 clusters Score -6220972 nChanged 25346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -6234943.500000 Penalty: 5409.472656
	Iteration 1F: 3 clusters Score -6234944 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -6236028.000000 Penalty: 5409.472656
	Iteration 2Q: 3 clusters Score -6236028 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6237647.500000 Penalty: 5409.472656
	Iteration 3F: 3 clusters Score -6237648 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -6239947.500000 Penalty: 5409.472656
	Iteration 4F: 3 clusters Score -6239948 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -6242749.000000 Penalty: 5409.472656
	Iteration 5F: 3 clusters Score -6242749 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -6245288.000000 Penalty: 5409.472656
	Iteration 6F: 3 clusters Score -6245288 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -6247346.500000 Penalty: 5409.472656
	Iteration 7F: 3 clusters Score -6247346 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6248850.000000 Penalty: 5409.472656
	Iteration 8F: 3 clusters Score -6248850 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -6249968.000000 Penalty: 5409.472656
	Iteration 9Q: 3 clusters Score -6249968 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6250944.500000 Penalty: 5409.472656
	Iteration 10Q: 3 clusters Score -6250944 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -6251758.500000 Penalty: 5409.472656
	Iteration 11Q: 3 clusters Score -6251758 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -6252674.000000 Penalty: 5409.472656
	Iteration 12Q: 3 clusters Score -6252674 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6253573.000000 Penalty: 5409.472656
	Iteration 13Q: 3 clusters Score -6253573 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6254443.000000 Penalty: 5409.472656
	Iteration 14Q: 3 clusters Score -6254443 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -6255226.500000 Penalty: 5409.472656
	Iteration 15Q: 3 clusters Score -6255226 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6255770.500000 Penalty: 5409.472656
	Iteration 16Q: 3 clusters Score -6255770 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -6256141.500000 Penalty: 5409.472656
	Iteration 17Q: 3 clusters Score -6256142 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -6256304.500000 Penalty: 5409.472656
	Iteration 18Q: 3 clusters Score -6256304 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6256457.000000 Penalty: 5409.472656
	Iteration 19Q: 3 clusters Score -6256457 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6256565.500000 Penalty: 5409.472656
	Iteration 20F: 3 clusters Score -6256566 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -6256718.000000 Penalty: 5409.472656
	Iteration 21Q: 3 clusters Score -6256718 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -6256814.500000 Penalty: 5409.472656
	Iteration 22Q: 3 clusters Score -6256814 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6256898.500000 Penalty: 5409.472656
	Iteration 23Q: 3 clusters Score -6256898 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6256995.500000 Penalty: 5409.472656
	Iteration 24Q: 3 clusters Score -6256996 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -6257105.000000 Penalty: 5409.472656
	Iteration 25Q: 3 clusters Score -6257105 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -6257201.000000 Penalty: 5409.472656
	Iteration 26Q: 3 clusters Score -6257201 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -6257291.500000 Penalty: 5409.472656
	Iteration 27Q: 3 clusters Score -6257292 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -6257383.500000 Penalty: 5409.472656
	Iteration 28Q: 3 clusters Score -6257384 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -6257521.000000 Penalty: 5409.472656
	Iteration 29Q: 3 clusters Score -6257521 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -6257655.500000 Penalty: 5409.472656
	Iteration 30Q: 3 clusters Score -6257656 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -6257804.000000 Penalty: 5409.472656
	Iteration 31Q: 3 clusters Score -6257804 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -6257918.500000 Penalty: 5409.472656
	Iteration 32Q: 3 clusters Score -6257918 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -6258069.500000 Penalty: 5409.472656
	Iteration 33Q: 3 clusters Score -6258070 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -6258212.000000 Penalty: 5409.472656
	Iteration 34Q: 3 clusters Score -6258212 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -6258309.000000 Penalty: 5409.472656
	Iteration 35Q: 3 clusters Score -6258309 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -6258404.500000 Penalty: 5409.472656
	Iteration 36Q: 3 clusters Score -6258404 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -6258463.500000 Penalty: 5409.472656
	Iteration 37Q: 3 clusters Score -6258464 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -6258519.000000 Penalty: 5409.472656
	Iteration 38Q: 3 clusters Score -6258519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -6258569.500000 Penalty: 5409.472656
	Iteration 39Q: 3 clusters Score -6258570 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -6258593.000000 Penalty: 5409.472656
	Iteration 40F: 3 clusters Score -6258593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -6258615.500000 Penalty: 5409.472656
	Iteration 41Q: 3 clusters Score -6258616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6258626.500000 Penalty: 5409.472656
	Iteration 42Q: 3 clusters Score -6258626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -6258655.500000 Penalty: 5409.472656
	Iteration 43Q: 3 clusters Score -6258656 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -6258656.500000 Penalty: 5409.472656
	Iteration 44Q: 3 clusters Score -6258656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -6258666.000000 Penalty: 5409.472656
	Iteration 45Q: 3 clusters Score -6258666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -6258665.500000 Penalty: 5409.472656
	Iteration 46Q: 3 clusters Score -6258666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -6258663.000000 Penalty: 5409.472656
	Iteration 47Q: 3 clusters Score -6258663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -6258670.000000 Penalty: 5409.472656
	Iteration 48Q: 3 clusters Score -6258670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -6258681.000000 Penalty: 5409.472656
	Iteration 49Q: 3 clusters Score -6258681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -6258675.000000 Penalty: 5409.472656
	Iteration 50Q: 3 clusters Score -6258675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -6258687.000000 Penalty: 5409.472656
	Iteration 51Q: 3 clusters Score -6258687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6258688.500000 Penalty: 5409.472656
	Iteration 52Q: 3 clusters Score -6258688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -6258688.500000 Penalty: 5409.472656
	Iteration 53Q: 3 clusters Score -6258688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6258683.500000 Penalty: 5409.472656
	Iteration 54Q: 3 clusters Score -6258684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -6258684.500000 Penalty: 5409.472656
	Iteration 55Q: 3 clusters Score -6258684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6258690.500000 Penalty: 5409.472656
	Iteration 56Q: 3 clusters Score -6258690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6258690.500000 Penalty: 5409.472656
	Iteration 57Q: 3 clusters Score -6258690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -6258696.500000 Penalty: 5409.472656
	Iteration 58Q: 3 clusters Score -6258696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -6258703.000000 Penalty: 5409.472656
	Iteration 59Q: 3 clusters Score -6258703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -6258710.500000 Penalty: 5409.472656
	Iteration 60F: 3 clusters Score -6258710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -6258708.000000 Penalty: 5409.472656
	Iteration 61Q: 3 clusters Score -6258708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6258706.000000 Penalty: 5409.472656
	Iteration 62Q: 3 clusters Score -6258706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6258709.500000 Penalty: 5409.472656
	Iteration 63Q: 3 clusters Score -6258710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -6258709.500000 Penalty: 5409.472656
	Iteration 64Q: 3 clusters Score -6258710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -6258699.500000 Penalty: 5409.472656
	Iteration 65Q: 3 clusters Score -6258700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -6258699.000000 Penalty: 5409.472656
	Iteration 66Q: 3 clusters Score -6258699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -6258701.000000 Penalty: 5409.472656
	Iteration 67Q: 3 clusters Score -6258701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -6258707.000000 Penalty: 5409.472656
	Iteration 68Q: 3 clusters Score -6258707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -6258712.000000 Penalty: 5409.472656
	Iteration 69Q: 3 clusters Score -6258712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -6258711.000000 Penalty: 5409.472656
	Iteration 70Q: 3 clusters Score -6258711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -6258712.000000 Penalty: 5409.472656
	Iteration 71Q: 3 clusters Score -6258712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -6258714.000000 Penalty: 5409.472656
	Iteration 72Q: 3 clusters Score -6258714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -6258715.500000 Penalty: 5409.472656
	Iteration 73Q: 3 clusters Score -6258716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6258718.500000 Penalty: 5409.472656
	Iteration 74Q: 3 clusters Score -6258718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -6258713.500000 Penalty: 5409.472656
	Iteration 75Q: 3 clusters Score -6258714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -6258707.500000 Penalty: 5409.472656
	Iteration 76Q: 3 clusters Score -6258708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -6258706.000000 Penalty: 5409.472656
	Iteration 77Q: 3 clusters Score -6258706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -6258715.000000 Penalty: 5409.472656
	Iteration 78Q: 3 clusters Score -6258715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6258719.000000 Penalty: 5409.472656
	Iteration 79Q: 3 clusters Score -6258719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -6258708.500000 Penalty: 5409.472656
	Iteration 80F: 3 clusters Score -6258708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6258718.000000 Penalty: 5409.472656
	Iteration 81Q: 3 clusters Score -6258718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -6258714.500000 Penalty: 5409.472656
	Iteration 82Q: 3 clusters Score -6258714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -6258707.500000 Penalty: 5409.472656
	Iteration 83Q: 3 clusters Score -6258708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -6258714.000000 Penalty: 5409.472656
	Iteration 84Q: 3 clusters Score -6258714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6258718.000000 Penalty: 5409.472656
	Iteration 85Q: 3 clusters Score -6258718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -6258717.500000 Penalty: 5409.472656
	Iteration 86Q: 3 clusters Score -6258718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6258718.000000 Penalty: 5409.472656
	Iteration 87Q: 3 clusters Score -6258718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6258715.000000 Penalty: 5409.472656
	Iteration 88Q: 3 clusters Score -6258715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6258718.000000 Penalty: 5409.472656
	Iteration 89Q: 3 clusters Score -6258718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -6258714.000000 Penalty: 5409.472656
	Iteration 90Q: 3 clusters Score -6258714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -6258711.500000 Penalty: 5409.472656
	Iteration 91Q: 3 clusters Score -6258712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -6258710.500000 Penalty: 5409.472656
	Iteration 92Q: 3 clusters Score -6258710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6258713.000000 Penalty: 5409.472656
	Iteration 93Q: 3 clusters Score -6258713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6258713.000000 Penalty: 5409.472656
	Iteration 94F: 3 clusters Score -6258713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 11489 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 43024 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292592.000000 Penalty: 366495.125000
Splitting cluster 64 changes total score from -212293536.000000 to -212292592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -427724.875000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -427724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -423396.375000 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -423396.4 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -424969.562500 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -424969.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -425700.625000 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -425700.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -426178.250000 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -426178.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -426461.906250 Penalty: 4211.868652
	Iteration 4F: 3 clusters Score -426461.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -426621.125000 Penalty: 4211.868652
	Iteration 5Q: 3 clusters Score -426621.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -426734.218750 Penalty: 4211.868652
	Iteration 6Q: 3 clusters Score -426734.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -426817.937500 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -426817.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -426869.937500 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -426869.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -426905.843750 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -426905.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -426937.937500 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -426937.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -426970.562500 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -426970.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -427002.656250 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -427002.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -427025.906250 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -427025.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -427041.031250 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -427041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -427049.500000 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -427049.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427064.812500 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -427064.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427079.625000 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -427079.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -427091.468750 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -427091.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -427104.593750 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -427104.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -427114.906250 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -427114.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -427124.812500 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -427124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427132.093750 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -427132.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427137.218750 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -427137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -427140.843750 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -427140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -427144.625000 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -427144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -427150.375000 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -427150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427154.687500 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -427154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427156.593750 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -427156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -427160.468750 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -427160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427163.312500 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -427163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -427164.187500 Penalty: 4211.868652
	Iteration 31Q: 3 clusters Score -427164.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -427168.031250 Penalty: 4211.868652
	Iteration 32Q: 3 clusters Score -427168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427171.062500 Penalty: 4211.868652
	Iteration 33Q: 3 clusters Score -427171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -427170.718750 Penalty: 4211.868652
	Iteration 34Q: 3 clusters Score -427170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427171.281250 Penalty: 4211.868652
	Iteration 35Q: 3 clusters Score -427171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427171.281250 Penalty: 4211.868652
	Iteration 36F: 3 clusters Score -427171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -245775.437500 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -245775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242881.671875 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -242881.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -243480.531250 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -243480.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -243776.937500 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -243776.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -244095.796875 Penalty: 3862.747314
	Iteration 3F: 3 clusters Score -244095.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -244381.812500 Penalty: 3862.747314
	Iteration 4F: 3 clusters Score -244381.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -244569.890625 Penalty: 3862.747314
	Iteration 5F: 3 clusters Score -244569.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -244667.734375 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -244667.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -244740.953125 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -244741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -244779.281250 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -244779.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -244801.625000 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -244801.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -244821.390625 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -244821.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -244831.640625 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -244831.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -244837.359375 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -244837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -244839.828125 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -244839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -244840.265625 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -244840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -244840.265625 Penalty: 3862.747314
	Iteration 15F: 3 clusters Score -244840.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -549185.875000 Penalty: 2110.021729
	Iteration 0F: 2 clusters Score -549185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -544764.562500 Penalty: 4220.043457
	Iteration 0F: 3 clusters Score -544764.6 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -546032.062500 Penalty: 4220.043457
	Iteration 1F: 3 clusters Score -546032.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -546504.812500 Penalty: 4220.043457
	Iteration 2F: 3 clusters Score -546504.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -546924.625000 Penalty: 4220.043457
	Iteration 3F: 3 clusters Score -546924.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -547187.500000 Penalty: 4220.043457
	Iteration 4F: 3 clusters Score -547187.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -547328.562500 Penalty: 4220.043457
	Iteration 5Q: 3 clusters Score -547328.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -547400.187500 Penalty: 4220.043457
	Iteration 6Q: 3 clusters Score -547400.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -547470.750000 Penalty: 4220.043457
	Iteration 7Q: 3 clusters Score -547470.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -547552.312500 Penalty: 4220.043457
	Iteration 8Q: 3 clusters Score -547552.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -547758.125000 Penalty: 4220.043457
	Iteration 9Q: 3 clusters Score -547758.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -548134.125000 Penalty: 4220.043457
	Iteration 10Q: 3 clusters Score -548134.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -548755.937500 Penalty: 4220.043457
	Iteration 11Q: 3 clusters Score -548755.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -548946.562500 Penalty: 4220.043457
	Iteration 12Q: 3 clusters Score -548946.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -549015.937500 Penalty: 4220.043457
	Iteration 13Q: 3 clusters Score -549015.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -549042.562500 Penalty: 4220.043457
	Iteration 14Q: 3 clusters Score -549042.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -549059.812500 Penalty: 4220.043457
	Iteration 15Q: 3 clusters Score -549059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -549066.687500 Penalty: 4220.043457
	Iteration 16Q: 3 clusters Score -549066.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -549074.750000 Penalty: 4220.043457
	Iteration 17Q: 3 clusters Score -549074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -549077.875000 Penalty: 4220.043457
	Iteration 18Q: 3 clusters Score -549077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -549080.562500 Penalty: 4220.043457
	Iteration 19Q: 3 clusters Score -549080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -549080.250000 Penalty: 4220.043457
	Iteration 20F: 3 clusters Score -549080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -549082.562500 Penalty: 4220.043457
	Iteration 21Q: 3 clusters Score -549082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -549082.625000 Penalty: 4220.043457
	Iteration 22Q: 3 clusters Score -549082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -549085.562500 Penalty: 4220.043457
	Iteration 23Q: 3 clusters Score -549085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -549090.625000 Penalty: 4220.043457
	Iteration 24Q: 3 clusters Score -549090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -549095.937500 Penalty: 4220.043457
	Iteration 25Q: 3 clusters Score -549095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -549099.500000 Penalty: 4220.043457
	Iteration 26Q: 3 clusters Score -549099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -549102.125000 Penalty: 4220.043457
	Iteration 27Q: 3 clusters Score -549102.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -549103.750000 Penalty: 4220.043457
	Iteration 28Q: 3 clusters Score -549103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -549106.000000 Penalty: 4220.043457
	Iteration 29Q: 3 clusters Score -549106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -549109.000000 Penalty: 4220.043457
	Iteration 30Q: 3 clusters Score -549109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -549110.750000 Penalty: 4220.043457
	Iteration 31Q: 3 clusters Score -549110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -549112.500000 Penalty: 4220.043457
	Iteration 32Q: 3 clusters Score -549112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -549113.062500 Penalty: 4220.043457
	Iteration 33Q: 3 clusters Score -549113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -549113.937500 Penalty: 4220.043457
	Iteration 34Q: 3 clusters Score -549113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -549115.437500 Penalty: 4220.043457
	Iteration 35Q: 3 clusters Score -549115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -549115.375000 Penalty: 4220.043457
	Iteration 36Q: 3 clusters Score -549115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -549116.312500 Penalty: 4220.043457
	Iteration 37Q: 3 clusters Score -549116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -549117.750000 Penalty: 4220.043457
	Iteration 38Q: 3 clusters Score -549117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -549119.312500 Penalty: 4220.043457
	Iteration 39Q: 3 clusters Score -549119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -549120.250000 Penalty: 4220.043457
	Iteration 40F: 3 clusters Score -549120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -549122.625000 Penalty: 4220.043457
	Iteration 41Q: 3 clusters Score -549122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -549123.062500 Penalty: 4220.043457
	Iteration 42Q: 3 clusters Score -549123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -549122.562500 Penalty: 4220.043457
	Iteration 43Q: 3 clusters Score -549122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -549123.375000 Penalty: 4220.043457
	Iteration 44Q: 3 clusters Score -549123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -549125.375000 Penalty: 4220.043457
	Iteration 45Q: 3 clusters Score -549125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -549126.875000 Penalty: 4220.043457
	Iteration 46Q: 3 clusters Score -549126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -549126.937500 Penalty: 4220.043457
	Iteration 47Q: 3 clusters Score -549126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -549126.937500 Penalty: 4220.043457
	Iteration 48F: 3 clusters Score -549126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -704286.687500 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -704286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -699058.312500 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -699058.3 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -700434.187500 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -700434.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -700697.750000 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -700697.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -700922.312500 Penalty: 4334.412598
	Iteration 3F: 3 clusters Score -700922.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -701073.687500 Penalty: 4334.412598
	Iteration 4Q: 3 clusters Score -701073.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -701194.312500 Penalty: 4334.412598
	Iteration 5Q: 3 clusters Score -701194.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -701287.562500 Penalty: 4334.412598
	Iteration 6Q: 3 clusters Score -701287.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -701380.937500 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -701380.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -701484.937500 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -701484.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -701591.000000 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -701591 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -701671.250000 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -701671.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -701745.000000 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -701745 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -701794.250000 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -701794.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -701841.125000 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -701841.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -701881.000000 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -701881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -701916.125000 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -701916.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -701947.187500 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -701947.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -701972.125000 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -701972.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -701991.750000 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -701991.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -702011.250000 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -702011.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -702022.187500 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -702022.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -702036.500000 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -702036.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -702049.437500 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -702049.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -702062.437500 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -702062.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -702073.312500 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -702073.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -702076.750000 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -702076.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -702084.625000 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -702084.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -702092.875000 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -702092.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -702097.312500 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -702097.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -702101.937500 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -702101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -702106.000000 Penalty: 4334.412598
	Iteration 30Q: 3 clusters Score -702106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -702106.062500 Penalty: 4334.412598
	Iteration 31Q: 3 clusters Score -702106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -702106.437500 Penalty: 4334.412598
	Iteration 32Q: 3 clusters Score -702106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -702107.187500 Penalty: 4334.412598
	Iteration 33Q: 3 clusters Score -702107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -702107.562500 Penalty: 4334.412598
	Iteration 34Q: 3 clusters Score -702107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -702109.437500 Penalty: 4334.412598
	Iteration 35Q: 3 clusters Score -702109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -702109.375000 Penalty: 4334.412598
	Iteration 36Q: 3 clusters Score -702109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -702111.125000 Penalty: 4334.412598
	Iteration 37Q: 3 clusters Score -702111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -702112.125000 Penalty: 4334.412598
	Iteration 38Q: 3 clusters Score -702112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -702112.062500 Penalty: 4334.412598
	Iteration 39Q: 3 clusters Score -702112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -702116.562500 Penalty: 4334.412598
	Iteration 40F: 3 clusters Score -702116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -702118.625000 Penalty: 4334.412598
	Iteration 41Q: 3 clusters Score -702118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -702120.500000 Penalty: 4334.412598
	Iteration 42Q: 3 clusters Score -702120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -702123.687500 Penalty: 4334.412598
	Iteration 43Q: 3 clusters Score -702123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -702126.812500 Penalty: 4334.412598
	Iteration 44Q: 3 clusters Score -702126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -702128.812500 Penalty: 4334.412598
	Iteration 45Q: 3 clusters Score -702128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -702128.812500 Penalty: 4334.412598
	Iteration 46Q: 3 clusters Score -702128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -702128.500000 Penalty: 4334.412598
	Iteration 47Q: 3 clusters Score -702128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -702128.562500 Penalty: 4334.412598
	Iteration 48Q: 3 clusters Score -702128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -702128.562500 Penalty: 4334.412598
	Iteration 49F: 3 clusters Score -702128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -878366.250000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -878366.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -871874.750000 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -871874.8 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -873653.687500 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -873653.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -873954.875000 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -873954.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -874231.437500 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -874231.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -874497.250000 Penalty: 4465.705566
	Iteration 4Q: 3 clusters Score -874497.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -874796.937500 Penalty: 4465.705566
	Iteration 5Q: 3 clusters Score -874796.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -875161.562500 Penalty: 4465.705566
	Iteration 6F: 3 clusters Score -875161.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -875568.312500 Penalty: 4465.705566
	Iteration 7F: 3 clusters Score -875568.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -875928.312500 Penalty: 4465.705566
	Iteration 8F: 3 clusters Score -875928.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -876217.250000 Penalty: 4465.705566
	Iteration 9F: 3 clusters Score -876217.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -876432.375000 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -876432.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -876563.562500 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -876563.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -876637.875000 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -876637.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -876684.375000 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -876684.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -876710.062500 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -876710.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -876729.625000 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -876729.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -876744.062500 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -876744.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -876752.250000 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -876752.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -876755.562500 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -876755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -876758.062500 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -876758.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -876762.937500 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -876762.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -876765.375000 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -876765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -876769.125000 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -876769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -876771.750000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -876771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -876774.750000 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -876774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -876771.937500 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -876771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -876772.062500 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -876772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -876773.875000 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -876773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -876777.937500 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -876777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -876779.500000 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -876779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -876778.125000 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -876778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -876776.875000 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -876776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -876777.687500 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -876777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -876776.937500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -876776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -876778.062500 Penalty: 4465.705566
	Iteration 34Q: 3 clusters Score -876778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -876778.062500 Penalty: 4465.705566
	Iteration 35F: 3 clusters Score -876778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -702382.187500 Penalty: 2166.290527
	Iteration 0F: 2 clusters Score -702382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -697129.375000 Penalty: 4332.581055
	Iteration 0F: 3 clusters Score -697129.4 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -698424.437500 Penalty: 4332.581055
	Iteration 1F: 3 clusters Score -698424.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -698626.250000 Penalty: 4332.581055
	Iteration 2F: 3 clusters Score -698626.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -698785.562500 Penalty: 4332.581055
	Iteration 3Q: 3 clusters Score -698785.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -698901.375000 Penalty: 4332.581055
	Iteration 4Q: 3 clusters Score -698901.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -698989.562500 Penalty: 4332.581055
	Iteration 5Q: 3 clusters Score -698989.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -699084.250000 Penalty: 4332.581055
	Iteration 6Q: 3 clusters Score -699084.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -699190.875000 Penalty: 4332.581055
	Iteration 7Q: 3 clusters Score -699190.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -699292.187500 Penalty: 4332.581055
	Iteration 8Q: 3 clusters Score -699292.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -699383.500000 Penalty: 4332.581055
	Iteration 9Q: 3 clusters Score -699383.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -699484.375000 Penalty: 4332.581055
	Iteration 10Q: 3 clusters Score -699484.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -699574.562500 Penalty: 4332.581055
	Iteration 11Q: 3 clusters Score -699574.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -699657.875000 Penalty: 4332.581055
	Iteration 12Q: 3 clusters Score -699657.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -699744.937500 Penalty: 4332.581055
	Iteration 13Q: 3 clusters Score -699744.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -699862.625000 Penalty: 4332.581055
	Iteration 14Q: 3 clusters Score -699862.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -699964.062500 Penalty: 4332.581055
	Iteration 15Q: 3 clusters Score -699964.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -700046.937500 Penalty: 4332.581055
	Iteration 16Q: 3 clusters Score -700046.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -700126.875000 Penalty: 4332.581055
	Iteration 17Q: 3 clusters Score -700126.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -700200.750000 Penalty: 4332.581055
	Iteration 18Q: 3 clusters Score -700200.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -700264.875000 Penalty: 4332.581055
	Iteration 19Q: 3 clusters Score -700264.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -700333.250000 Penalty: 4332.581055
	Iteration 20F: 3 clusters Score -700333.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -700386.750000 Penalty: 4332.581055
	Iteration 21Q: 3 clusters Score -700386.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -700424.750000 Penalty: 4332.581055
	Iteration 22Q: 3 clusters Score -700424.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -700461.562500 Penalty: 4332.581055
	Iteration 23Q: 3 clusters Score -700461.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -700488.937500 Penalty: 4332.581055
	Iteration 24Q: 3 clusters Score -700488.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -700522.375000 Penalty: 4332.581055
	Iteration 25Q: 3 clusters Score -700522.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -700550.312500 Penalty: 4332.581055
	Iteration 26Q: 3 clusters Score -700550.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -700565.062500 Penalty: 4332.581055
	Iteration 27Q: 3 clusters Score -700565.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -700582.500000 Penalty: 4332.581055
	Iteration 28Q: 3 clusters Score -700582.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -700602.312500 Penalty: 4332.581055
	Iteration 29Q: 3 clusters Score -700602.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -700615.687500 Penalty: 4332.581055
	Iteration 30Q: 3 clusters Score -700615.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -700625.125000 Penalty: 4332.581055
	Iteration 31Q: 3 clusters Score -700625.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -700631.875000 Penalty: 4332.581055
	Iteration 32Q: 3 clusters Score -700631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -700637.375000 Penalty: 4332.581055
	Iteration 33Q: 3 clusters Score -700637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -700641.625000 Penalty: 4332.581055
	Iteration 34Q: 3 clusters Score -700641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -700647.562500 Penalty: 4332.581055
	Iteration 35Q: 3 clusters Score -700647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -700651.312500 Penalty: 4332.581055
	Iteration 36Q: 3 clusters Score -700651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -700655.875000 Penalty: 4332.581055
	Iteration 37Q: 3 clusters Score -700655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -700659.187500 Penalty: 4332.581055
	Iteration 38Q: 3 clusters Score -700659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -700660.312500 Penalty: 4332.581055
	Iteration 39Q: 3 clusters Score -700660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -700664.000000 Penalty: 4332.581055
	Iteration 40F: 3 clusters Score -700664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -700665.187500 Penalty: 4332.581055
	Iteration 41Q: 3 clusters Score -700665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -700665.750000 Penalty: 4332.581055
	Iteration 42Q: 3 clusters Score -700665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -700670.437500 Penalty: 4332.581055
	Iteration 43Q: 3 clusters Score -700670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -700672.437500 Penalty: 4332.581055
	Iteration 44Q: 3 clusters Score -700672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -700674.437500 Penalty: 4332.581055
	Iteration 45Q: 3 clusters Score -700674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -700678.562500 Penalty: 4332.581055
	Iteration 46Q: 3 clusters Score -700678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -700679.687500 Penalty: 4332.581055
	Iteration 47Q: 3 clusters Score -700679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -700680.250000 Penalty: 4332.581055
	Iteration 48Q: 3 clusters Score -700680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -700680.187500 Penalty: 4332.581055
	Iteration 49Q: 3 clusters Score -700680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -700681.562500 Penalty: 4332.581055
	Iteration 50Q: 3 clusters Score -700681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -700681.437500 Penalty: 4332.581055
	Iteration 51Q: 3 clusters Score -700681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -700682.312500 Penalty: 4332.581055
	Iteration 52Q: 3 clusters Score -700682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -700682.312500 Penalty: 4332.581055
	Iteration 53F: 3 clusters Score -700682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -654644.062500 Penalty: 2165.251221
	Iteration 0F: 2 clusters Score -654644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -649374.500000 Penalty: 4330.502441
	Iteration 0F: 3 clusters Score -649374.5 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -650822.250000 Penalty: 4330.502441
	Iteration 1F: 3 clusters Score -650822.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -651161.812500 Penalty: 4330.502441
	Iteration 2F: 3 clusters Score -651161.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -651427.562500 Penalty: 4330.502441
	Iteration 3F: 3 clusters Score -651427.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -651662.187500 Penalty: 4330.502441
	Iteration 4F: 3 clusters Score -651662.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -651854.687500 Penalty: 4330.502441
	Iteration 5Q: 3 clusters Score -651854.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -651994.562500 Penalty: 4330.502441
	Iteration 6Q: 3 clusters Score -651994.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -652152.437500 Penalty: 4330.502441
	Iteration 7Q: 3 clusters Score -652152.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -652289.312500 Penalty: 4330.502441
	Iteration 8Q: 3 clusters Score -652289.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -652434.812500 Penalty: 4330.502441
	Iteration 9Q: 3 clusters Score -652434.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -652574.187500 Penalty: 4330.502441
	Iteration 10Q: 3 clusters Score -652574.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -652727.250000 Penalty: 4330.502441
	Iteration 11Q: 3 clusters Score -652727.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -652878.250000 Penalty: 4330.502441
	Iteration 12Q: 3 clusters Score -652878.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -653007.562500 Penalty: 4330.502441
	Iteration 13Q: 3 clusters Score -653007.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -653102.000000 Penalty: 4330.502441
	Iteration 14Q: 3 clusters Score -653102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -653188.750000 Penalty: 4330.502441
	Iteration 15Q: 3 clusters Score -653188.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -653276.687500 Penalty: 4330.502441
	Iteration 16Q: 3 clusters Score -653276.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -653330.187500 Penalty: 4330.502441
	Iteration 17Q: 3 clusters Score -653330.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -653360.437500 Penalty: 4330.502441
	Iteration 18Q: 3 clusters Score -653360.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -653381.500000 Penalty: 4330.502441
	Iteration 19Q: 3 clusters Score -653381.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -653392.875000 Penalty: 4330.502441
	Iteration 20F: 3 clusters Score -653392.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -653404.500000 Penalty: 4330.502441
	Iteration 21Q: 3 clusters Score -653404.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -653415.562500 Penalty: 4330.502441
	Iteration 22Q: 3 clusters Score -653415.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -653422.687500 Penalty: 4330.502441
	Iteration 23Q: 3 clusters Score -653422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -653428.125000 Penalty: 4330.502441
	Iteration 24Q: 3 clusters Score -653428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -653431.187500 Penalty: 4330.502441
	Iteration 25Q: 3 clusters Score -653431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -653429.875000 Penalty: 4330.502441
	Iteration 26Q: 3 clusters Score -653429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -653429.875000 Penalty: 4330.502441
	Iteration 27F: 3 clusters Score -653429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (18654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Entering Unmasked Estep 
Score: -1929039.000000 Penalty: 2438.786377
	Iteration 0F: 2 clusters Score -1929039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1915787.750000 Penalty: 4877.572754
	Iteration 0F: 3 clusters Score -1915788 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1920500.875000 Penalty: 4877.572754
	Iteration 1F: 3 clusters Score -1920501 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1921269.625000 Penalty: 4877.572754
	Iteration 2F: 3 clusters Score -1921270 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1922004.750000 Penalty: 4877.572754
	Iteration 3F: 3 clusters Score -1922005 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1922662.250000 Penalty: 4877.572754
	Iteration 4F: 3 clusters Score -1922662 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1923210.125000 Penalty: 4877.572754
	Iteration 5F: 3 clusters Score -1923210 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1923637.250000 Penalty: 4877.572754
	Iteration 6Q: 3 clusters Score -1923637 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1923997.000000 Penalty: 4877.572754
	Iteration 7Q: 3 clusters Score -1923997 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1924277.250000 Penalty: 4877.572754
	Iteration 8Q: 3 clusters Score -1924277 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1924553.000000 Penalty: 4877.572754
	Iteration 9Q: 3 clusters Score -1924553 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1924807.000000 Penalty: 4877.572754
	Iteration 10Q: 3 clusters Score -1924807 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1925030.125000 Penalty: 4877.572754
	Iteration 11Q: 3 clusters Score -1925030 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1925250.625000 Penalty: 4877.572754
	Iteration 12Q: 3 clusters Score -1925251 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1925464.875000 Penalty: 4877.572754
	Iteration 13Q: 3 clusters Score -1925465 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1925692.500000 Penalty: 4877.572754
	Iteration 14Q: 3 clusters Score -1925692 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1925876.250000 Penalty: 4877.572754
	Iteration 15Q: 3 clusters Score -1925876 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1926058.875000 Penalty: 4877.572754
	Iteration 16Q: 3 clusters Score -1926059 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1926226.500000 Penalty: 4877.572754
	Iteration 17Q: 3 clusters Score -1926226 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1926368.125000 Penalty: 4877.572754
	Iteration 18Q: 3 clusters Score -1926368 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1926481.875000 Penalty: 4877.572754
	Iteration 19Q: 3 clusters Score -1926482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1926574.625000 Penalty: 4877.572754
	Iteration 20F: 3 clusters Score -1926575 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1926661.875000 Penalty: 4877.572754
	Iteration 21Q: 3 clusters Score -1926662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1926748.125000 Penalty: 4877.572754
	Iteration 22Q: 3 clusters Score -1926748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1926838.625000 Penalty: 4877.572754
	Iteration 23Q: 3 clusters Score -1926839 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1926905.750000 Penalty: 4877.572754
	Iteration 24Q: 3 clusters Score -1926906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1926971.375000 Penalty: 4877.572754
	Iteration 25Q: 3 clusters Score -1926971 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1927012.000000 Penalty: 4877.572754
	Iteration 26Q: 3 clusters Score -1927012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1927061.625000 Penalty: 4877.572754
	Iteration 27Q: 3 clusters Score -1927062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1927119.500000 Penalty: 4877.572754
	Iteration 28Q: 3 clusters Score -1927120 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1927182.625000 Penalty: 4877.572754
	Iteration 29Q: 3 clusters Score -1927183 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1927266.875000 Penalty: 4877.572754
	Iteration 30Q: 3 clusters Score -1927267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1927312.625000 Penalty: 4877.572754
	Iteration 31Q: 3 clusters Score -1927313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1927353.625000 Penalty: 4877.572754
	Iteration 32Q: 3 clusters Score -1927354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1927385.875000 Penalty: 4877.572754
	Iteration 33Q: 3 clusters Score -1927386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1927401.750000 Penalty: 4877.572754
	Iteration 34Q: 3 clusters Score -1927402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1927411.125000 Penalty: 4877.572754
	Iteration 35Q: 3 clusters Score -1927411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1927420.375000 Penalty: 4877.572754
	Iteration 36Q: 3 clusters Score -1927420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1927428.875000 Penalty: 4877.572754
	Iteration 37Q: 3 clusters Score -1927429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1927436.375000 Penalty: 4877.572754
	Iteration 38Q: 3 clusters Score -1927436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1927440.375000 Penalty: 4877.572754
	Iteration 39Q: 3 clusters Score -1927440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1927444.625000 Penalty: 4877.572754
	Iteration 40F: 3 clusters Score -1927445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1927442.000000 Penalty: 4877.572754
	Iteration 41Q: 3 clusters Score -1927442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1927443.500000 Penalty: 4877.572754
	Iteration 42Q: 3 clusters Score -1927444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1927445.250000 Penalty: 4877.572754
	Iteration 43Q: 3 clusters Score -1927445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1927444.250000 Penalty: 4877.572754
	Iteration 44Q: 3 clusters Score -1927444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1927444.250000 Penalty: 4877.572754
	Iteration 45F: 3 clusters Score -1927444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Entering Unmasked Estep 
Score: -1920903.375000 Penalty: 2411.196045
	Iteration 0F: 2 clusters Score -1920903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1909007.500000 Penalty: 4822.392090
	Iteration 0F: 3 clusters Score -1909008 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1912707.875000 Penalty: 4822.392090
	Iteration 1F: 3 clusters Score -1912708 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1913096.875000 Penalty: 4822.392090
	Iteration 2F: 3 clusters Score -1913097 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1913389.500000 Penalty: 4822.392090
	Iteration 3Q: 3 clusters Score -1913390 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1913636.000000 Penalty: 4822.392090
	Iteration 4Q: 3 clusters Score -1913636 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1913845.750000 Penalty: 4822.392090
	Iteration 5Q: 3 clusters Score -1913846 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1914037.875000 Penalty: 4822.392090
	Iteration 6Q: 3 clusters Score -1914038 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1914222.250000 Penalty: 4822.392090
	Iteration 7Q: 3 clusters Score -1914222 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1914415.250000 Penalty: 4822.392090
	Iteration 8Q: 3 clusters Score -1914415 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1914611.375000 Penalty: 4822.392090
	Iteration 9Q: 3 clusters Score -1914611 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1914845.375000 Penalty: 4822.392090
	Iteration 10Q: 3 clusters Score -1914845 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1915125.125000 Penalty: 4822.392090
	Iteration 11Q: 3 clusters Score -1915125 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1915434.125000 Penalty: 4822.392090
	Iteration 12Q: 3 clusters Score -1915434 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1915776.625000 Penalty: 4822.392090
	Iteration 13Q: 3 clusters Score -1915777 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1916143.875000 Penalty: 4822.392090
	Iteration 14Q: 3 clusters Score -1916144 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1916526.375000 Penalty: 4822.392090
	Iteration 15Q: 3 clusters Score -1916526 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1916881.500000 Penalty: 4822.392090
	Iteration 16Q: 3 clusters Score -1916882 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1917219.750000 Penalty: 4822.392090
	Iteration 17Q: 3 clusters Score -1917220 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1917524.500000 Penalty: 4822.392090
	Iteration 18Q: 3 clusters Score -1917524 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1917815.125000 Penalty: 4822.392090
	Iteration 19Q: 3 clusters Score -1917815 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1918064.750000 Penalty: 4822.392090
	Iteration 20F: 3 clusters Score -1918065 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1918269.250000 Penalty: 4822.392090
	Iteration 21Q: 3 clusters Score -1918269 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1918432.375000 Penalty: 4822.392090
	Iteration 22Q: 3 clusters Score -1918432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1918550.375000 Penalty: 4822.392090
	Iteration 23Q: 3 clusters Score -1918550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1918625.250000 Penalty: 4822.392090
	Iteration 24Q: 3 clusters Score -1918625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1918668.625000 Penalty: 4822.392090
	Iteration 25Q: 3 clusters Score -1918669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1918723.125000 Penalty: 4822.392090
	Iteration 26Q: 3 clusters Score -1918723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1918761.625000 Penalty: 4822.392090
	Iteration 27Q: 3 clusters Score -1918762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1918796.250000 Penalty: 4822.392090
	Iteration 28Q: 3 clusters Score -1918796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1918820.375000 Penalty: 4822.392090
	Iteration 29Q: 3 clusters Score -1918820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1918846.250000 Penalty: 4822.392090
	Iteration 30Q: 3 clusters Score -1918846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1918862.500000 Penalty: 4822.392090
	Iteration 31Q: 3 clusters Score -1918862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1918872.875000 Penalty: 4822.392090
	Iteration 32Q: 3 clusters Score -1918873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1918881.875000 Penalty: 4822.392090
	Iteration 33Q: 3 clusters Score -1918882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1918891.000000 Penalty: 4822.392090
	Iteration 34Q: 3 clusters Score -1918891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1918901.000000 Penalty: 4822.392090
	Iteration 35Q: 3 clusters Score -1918901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1918905.500000 Penalty: 4822.392090
	Iteration 36Q: 3 clusters Score -1918906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1918908.875000 Penalty: 4822.392090
	Iteration 37Q: 3 clusters Score -1918909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1918913.625000 Penalty: 4822.392090
	Iteration 38Q: 3 clusters Score -1918914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1918917.125000 Penalty: 4822.392090
	Iteration 39Q: 3 clusters Score -1918917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1918920.750000 Penalty: 4822.392090
	Iteration 40F: 3 clusters Score -1918921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1918924.375000 Penalty: 4822.392090
	Iteration 41Q: 3 clusters Score -1918924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1918931.250000 Penalty: 4822.392090
	Iteration 42Q: 3 clusters Score -1918931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1918934.375000 Penalty: 4822.392090
	Iteration 43Q: 3 clusters Score -1918934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1918937.250000 Penalty: 4822.392090
	Iteration 44Q: 3 clusters Score -1918937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1918938.500000 Penalty: 4822.392090
	Iteration 45Q: 3 clusters Score -1918938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1918940.875000 Penalty: 4822.392090
	Iteration 46Q: 3 clusters Score -1918941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1918940.375000 Penalty: 4822.392090
	Iteration 47Q: 3 clusters Score -1918940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1918945.250000 Penalty: 4822.392090
	Iteration 48Q: 3 clusters Score -1918945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1918947.250000 Penalty: 4822.392090
	Iteration 49Q: 3 clusters Score -1918947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1918948.125000 Penalty: 4822.392090
	Iteration 50Q: 3 clusters Score -1918948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1918948.125000 Penalty: 4822.392090
	Iteration 51F: 3 clusters Score -1918948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -232236.765625 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -232236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -229335.109375 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -229335.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -230056.687500 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -230056.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -230447.609375 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -230447.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -230919.265625 Penalty: 3895.580566
	Iteration 3F: 3 clusters Score -230919.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -231262.171875 Penalty: 3895.580566
	Iteration 4F: 3 clusters Score -231262.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -231512.093750 Penalty: 3895.580566
	Iteration 5F: 3 clusters Score -231512.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -231692.968750 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -231693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -231826.468750 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -231826.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -231906.750000 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -231906.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -231970.656250 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -231970.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -232014.593750 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -232014.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232041.265625 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -232041.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -232060.437500 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -232060.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232087.515625 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -232087.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -232110.921875 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -232110.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -232147.734375 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -232147.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -232207.625000 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -232207.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -232287.281250 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -232287.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -232343.312500 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -232343.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -232382.640625 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -232382.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -232420.562500 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -232420.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -232449.843750 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -232449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -232461.625000 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -232461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -232467.593750 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -232467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232468.421875 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -232468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232468.421875 Penalty: 3895.580566
	Iteration 25F: 3 clusters Score -232468.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 1244 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 1332 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292400.000000 Penalty: 366495.125000
Splitting cluster 74 changes total score from -212293536.000000 to -212292400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (6920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Entering Unmasked Estep 
Score: -754858.937500 Penalty: 2192.858398
	Iteration 0F: 2 clusters Score -754858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -749166.750000 Penalty: 4385.716797
	Iteration 0F: 3 clusters Score -749166.8 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -750739.562500 Penalty: 4385.716797
	Iteration 1F: 3 clusters Score -750739.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -751055.750000 Penalty: 4385.716797
	Iteration 2F: 3 clusters Score -751055.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -751279.812500 Penalty: 4385.716797
	Iteration 3F: 3 clusters Score -751279.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -751528.875000 Penalty: 4385.716797
	Iteration 4Q: 3 clusters Score -751528.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -751823.500000 Penalty: 4385.716797
	Iteration 5Q: 3 clusters Score -751823.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -752110.062500 Penalty: 4385.716797
	Iteration 6F: 3 clusters Score -752110.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -752406.875000 Penalty: 4385.716797
	Iteration 7F: 3 clusters Score -752406.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -752627.687500 Penalty: 4385.716797
	Iteration 8Q: 3 clusters Score -752627.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -752790.312500 Penalty: 4385.716797
	Iteration 9Q: 3 clusters Score -752790.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -752902.000000 Penalty: 4385.716797
	Iteration 10Q: 3 clusters Score -752902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -753001.187500 Penalty: 4385.716797
	Iteration 11Q: 3 clusters Score -753001.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -753071.562500 Penalty: 4385.716797
	Iteration 12Q: 3 clusters Score -753071.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -753122.812500 Penalty: 4385.716797
	Iteration 13Q: 3 clusters Score -753122.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -753155.687500 Penalty: 4385.716797
	Iteration 14Q: 3 clusters Score -753155.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -753184.437500 Penalty: 4385.716797
	Iteration 15Q: 3 clusters Score -753184.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -753207.187500 Penalty: 4385.716797
	Iteration 16Q: 3 clusters Score -753207.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -753233.562500 Penalty: 4385.716797
	Iteration 17Q: 3 clusters Score -753233.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -753258.625000 Penalty: 4385.716797
	Iteration 18Q: 3 clusters Score -753258.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -753274.312500 Penalty: 4385.716797
	Iteration 19Q: 3 clusters Score -753274.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -753284.500000 Penalty: 4385.716797
	Iteration 20F: 3 clusters Score -753284.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -753296.125000 Penalty: 4385.716797
	Iteration 21Q: 3 clusters Score -753296.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -753306.375000 Penalty: 4385.716797
	Iteration 22Q: 3 clusters Score -753306.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -753311.625000 Penalty: 4385.716797
	Iteration 23Q: 3 clusters Score -753311.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -753316.875000 Penalty: 4385.716797
	Iteration 24Q: 3 clusters Score -753316.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -753323.562500 Penalty: 4385.716797
	Iteration 25Q: 3 clusters Score -753323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -753330.000000 Penalty: 4385.716797
	Iteration 26Q: 3 clusters Score -753330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -753334.125000 Penalty: 4385.716797
	Iteration 27Q: 3 clusters Score -753334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -753337.375000 Penalty: 4385.716797
	Iteration 28Q: 3 clusters Score -753337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -753338.687500 Penalty: 4385.716797
	Iteration 29Q: 3 clusters Score -753338.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -753343.437500 Penalty: 4385.716797
	Iteration 30Q: 3 clusters Score -753343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -753343.437500 Penalty: 4385.716797
	Iteration 31Q: 3 clusters Score -753343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -753343.250000 Penalty: 4385.716797
	Iteration 32Q: 3 clusters Score -753343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -753343.500000 Penalty: 4385.716797
	Iteration 33Q: 3 clusters Score -753343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -753343.500000 Penalty: 4385.716797
	Iteration 34F: 3 clusters Score -753343.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -394584.125000 Penalty: 2028.789062
	Iteration 0F: 2 clusters Score -394584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390970.468750 Penalty: 4057.578125
	Iteration 0F: 3 clusters Score -390970.5 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -391827.031250 Penalty: 4057.578125
	Iteration 1F: 3 clusters Score -391827 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -392067.593750 Penalty: 4057.578125
	Iteration 2F: 3 clusters Score -392067.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -392255.375000 Penalty: 4057.578125
	Iteration 3F: 3 clusters Score -392255.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -392377.687500 Penalty: 4057.578125
	Iteration 4Q: 3 clusters Score -392377.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -392489.000000 Penalty: 4057.578125
	Iteration 5Q: 3 clusters Score -392489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -392565.437500 Penalty: 4057.578125
	Iteration 6Q: 3 clusters Score -392565.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -392633.468750 Penalty: 4057.578125
	Iteration 7Q: 3 clusters Score -392633.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -392697.343750 Penalty: 4057.578125
	Iteration 8Q: 3 clusters Score -392697.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -392778.500000 Penalty: 4057.578125
	Iteration 9Q: 3 clusters Score -392778.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -392872.750000 Penalty: 4057.578125
	Iteration 10Q: 3 clusters Score -392872.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -392980.218750 Penalty: 4057.578125
	Iteration 11Q: 3 clusters Score -392980.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -393103.687500 Penalty: 4057.578125
	Iteration 12Q: 3 clusters Score -393103.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -393196.031250 Penalty: 4057.578125
	Iteration 13Q: 3 clusters Score -393196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -393291.750000 Penalty: 4057.578125
	Iteration 14Q: 3 clusters Score -393291.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -393389.593750 Penalty: 4057.578125
	Iteration 15Q: 3 clusters Score -393389.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -393483.500000 Penalty: 4057.578125
	Iteration 16Q: 3 clusters Score -393483.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393554.437500 Penalty: 4057.578125
	Iteration 17Q: 3 clusters Score -393554.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -393606.218750 Penalty: 4057.578125
	Iteration 18Q: 3 clusters Score -393606.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -393650.312500 Penalty: 4057.578125
	Iteration 19Q: 3 clusters Score -393650.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -393675.968750 Penalty: 4057.578125
	Iteration 20F: 3 clusters Score -393676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -393693.843750 Penalty: 4057.578125
	Iteration 21Q: 3 clusters Score -393693.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -393705.656250 Penalty: 4057.578125
	Iteration 22Q: 3 clusters Score -393705.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -393723.500000 Penalty: 4057.578125
	Iteration 23Q: 3 clusters Score -393723.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -393737.875000 Penalty: 4057.578125
	Iteration 24Q: 3 clusters Score -393737.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -393759.343750 Penalty: 4057.578125
	Iteration 25Q: 3 clusters Score -393759.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -393777.687500 Penalty: 4057.578125
	Iteration 26Q: 3 clusters Score -393777.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -393796.750000 Penalty: 4057.578125
	Iteration 27Q: 3 clusters Score -393796.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -393806.656250 Penalty: 4057.578125
	Iteration 28Q: 3 clusters Score -393806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -393821.437500 Penalty: 4057.578125
	Iteration 29Q: 3 clusters Score -393821.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -393838.937500 Penalty: 4057.578125
	Iteration 30Q: 3 clusters Score -393838.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -393857.562500 Penalty: 4057.578125
	Iteration 31Q: 3 clusters Score -393857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -393866.437500 Penalty: 4057.578125
	Iteration 32Q: 3 clusters Score -393866.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -393874.687500 Penalty: 4057.578125
	Iteration 33Q: 3 clusters Score -393874.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -393883.531250 Penalty: 4057.578125
	Iteration 34Q: 3 clusters Score -393883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -393885.687500 Penalty: 4057.578125
	Iteration 35Q: 3 clusters Score -393885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -393887.718750 Penalty: 4057.578125
	Iteration 36Q: 3 clusters Score -393887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -393890.750000 Penalty: 4057.578125
	Iteration 37Q: 3 clusters Score -393890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -393891.062500 Penalty: 4057.578125
	Iteration 38Q: 3 clusters Score -393891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -393891.781250 Penalty: 4057.578125
	Iteration 39Q: 3 clusters Score -393891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -393891.781250 Penalty: 4057.578125
	Iteration 40F: 3 clusters Score -393891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (37020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Entering Unmasked Estep 
Score: -3792775.500000 Penalty: 2608.764893
	Iteration 0F: 2 clusters Score -3792776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3767690.750000 Penalty: 5217.529785
	Iteration 0F: 3 clusters Score -3767691 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3777997.250000 Penalty: 5217.529785
	Iteration 1F: 3 clusters Score -3777997 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3779750.250000 Penalty: 5217.529785
	Iteration 2F: 3 clusters Score -3779750 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3781317.250000 Penalty: 5217.529785
	Iteration 3F: 3 clusters Score -3781317 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3782547.750000 Penalty: 5217.529785
	Iteration 4F: 3 clusters Score -3782548 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3783515.000000 Penalty: 5217.529785
	Iteration 5F: 3 clusters Score -3783515 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3784142.250000 Penalty: 5217.529785
	Iteration 6Q: 3 clusters Score -3784142 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3784576.500000 Penalty: 5217.529785
	Iteration 7Q: 3 clusters Score -3784576 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3784842.250000 Penalty: 5217.529785
	Iteration 8Q: 3 clusters Score -3784842 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3785065.000000 Penalty: 5217.529785
	Iteration 9Q: 3 clusters Score -3785065 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3785261.500000 Penalty: 5217.529785
	Iteration 10Q: 3 clusters Score -3785262 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3785425.250000 Penalty: 5217.529785
	Iteration 11Q: 3 clusters Score -3785425 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3785587.250000 Penalty: 5217.529785
	Iteration 12Q: 3 clusters Score -3785587 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3785708.000000 Penalty: 5217.529785
	Iteration 13Q: 3 clusters Score -3785708 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3785844.750000 Penalty: 5217.529785
	Iteration 14Q: 3 clusters Score -3785845 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3785992.500000 Penalty: 5217.529785
	Iteration 15Q: 3 clusters Score -3785992 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3786184.000000 Penalty: 5217.529785
	Iteration 16Q: 3 clusters Score -3786184 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3786412.750000 Penalty: 5217.529785
	Iteration 17Q: 3 clusters Score -3786413 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3786695.750000 Penalty: 5217.529785
	Iteration 18Q: 3 clusters Score -3786696 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3787020.500000 Penalty: 5217.529785
	Iteration 19Q: 3 clusters Score -3787020 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3787410.500000 Penalty: 5217.529785
	Iteration 20F: 3 clusters Score -3787410 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3787783.500000 Penalty: 5217.529785
	Iteration 21Q: 3 clusters Score -3787784 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3788231.000000 Penalty: 5217.529785
	Iteration 22Q: 3 clusters Score -3788231 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3788683.750000 Penalty: 5217.529785
	Iteration 23Q: 3 clusters Score -3788684 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3789105.000000 Penalty: 5217.529785
	Iteration 24Q: 3 clusters Score -3789105 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3789494.250000 Penalty: 5217.529785
	Iteration 25Q: 3 clusters Score -3789494 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3789819.500000 Penalty: 5217.529785
	Iteration 26Q: 3 clusters Score -3789820 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3790125.000000 Penalty: 5217.529785
	Iteration 27Q: 3 clusters Score -3790125 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3790401.250000 Penalty: 5217.529785
	Iteration 28Q: 3 clusters Score -3790401 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3790613.250000 Penalty: 5217.529785
	Iteration 29Q: 3 clusters Score -3790613 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3790779.750000 Penalty: 5217.529785
	Iteration 30Q: 3 clusters Score -3790780 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3790914.250000 Penalty: 5217.529785
	Iteration 31Q: 3 clusters Score -3790914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3791062.500000 Penalty: 5217.529785
	Iteration 32Q: 3 clusters Score -3791062 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3791163.750000 Penalty: 5217.529785
	Iteration 33Q: 3 clusters Score -3791164 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3791259.750000 Penalty: 5217.529785
	Iteration 34Q: 3 clusters Score -3791260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3791298.250000 Penalty: 5217.529785
	Iteration 35Q: 3 clusters Score -3791298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3791337.750000 Penalty: 5217.529785
	Iteration 36Q: 3 clusters Score -3791338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3791353.500000 Penalty: 5217.529785
	Iteration 37Q: 3 clusters Score -3791354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3791362.250000 Penalty: 5217.529785
	Iteration 38Q: 3 clusters Score -3791362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3791370.000000 Penalty: 5217.529785
	Iteration 39Q: 3 clusters Score -3791370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3791387.000000 Penalty: 5217.529785
	Iteration 40F: 3 clusters Score -3791387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3791396.750000 Penalty: 5217.529785
	Iteration 41Q: 3 clusters Score -3791397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3791397.250000 Penalty: 5217.529785
	Iteration 42Q: 3 clusters Score -3791397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3791401.500000 Penalty: 5217.529785
	Iteration 43Q: 3 clusters Score -3791402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3791403.000000 Penalty: 5217.529785
	Iteration 44Q: 3 clusters Score -3791403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3791402.000000 Penalty: 5217.529785
	Iteration 45Q: 3 clusters Score -3791402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3791404.250000 Penalty: 5217.529785
	Iteration 46Q: 3 clusters Score -3791404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3791411.250000 Penalty: 5217.529785
	Iteration 47Q: 3 clusters Score -3791411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3791417.000000 Penalty: 5217.529785
	Iteration 48Q: 3 clusters Score -3791417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3791414.750000 Penalty: 5217.529785
	Iteration 49Q: 3 clusters Score -3791415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3791416.000000 Penalty: 5217.529785
	Iteration 50Q: 3 clusters Score -3791416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3791416.000000 Penalty: 5217.529785
	Iteration 51F: 3 clusters Score -3791416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (56369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Entering Unmasked Estep 
Score: -6452367.000000 Penalty: 2713.039307
	Iteration 0F: 2 clusters Score -6452367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6414356.500000 Penalty: 5426.078613
	Iteration 0F: 3 clusters Score -6414356 nChanged 26301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -6429303.000000 Penalty: 5426.078613
	Iteration 1F: 3 clusters Score -6429303 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -6430186.500000 Penalty: 5426.078613
	Iteration 2Q: 3 clusters Score -6430186 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6431177.500000 Penalty: 5426.078613
	Iteration 3Q: 3 clusters Score -6431178 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6432271.500000 Penalty: 5426.078613
	Iteration 4Q: 3 clusters Score -6432272 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6433400.500000 Penalty: 5426.078613
	Iteration 5Q: 3 clusters Score -6433400 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -6434464.000000 Penalty: 5426.078613
	Iteration 6Q: 3 clusters Score -6434464 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6435484.000000 Penalty: 5426.078613
	Iteration 7Q: 3 clusters Score -6435484 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6436412.500000 Penalty: 5426.078613
	Iteration 8Q: 3 clusters Score -6436412 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -6437439.000000 Penalty: 5426.078613
	Iteration 9Q: 3 clusters Score -6437439 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -6438493.500000 Penalty: 5426.078613
	Iteration 10Q: 3 clusters Score -6438494 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -6439701.000000 Penalty: 5426.078613
	Iteration 11Q: 3 clusters Score -6439701 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -6440968.500000 Penalty: 5426.078613
	Iteration 12Q: 3 clusters Score -6440968 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -6442142.500000 Penalty: 5426.078613
	Iteration 13Q: 3 clusters Score -6442142 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6442936.000000 Penalty: 5426.078613
	Iteration 14Q: 3 clusters Score -6442936 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6443523.000000 Penalty: 5426.078613
	Iteration 15Q: 3 clusters Score -6443523 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -6443887.500000 Penalty: 5426.078613
	Iteration 16Q: 3 clusters Score -6443888 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -6444151.500000 Penalty: 5426.078613
	Iteration 17Q: 3 clusters Score -6444152 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -6444420.000000 Penalty: 5426.078613
	Iteration 18Q: 3 clusters Score -6444420 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6444671.000000 Penalty: 5426.078613
	Iteration 19Q: 3 clusters Score -6444671 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -6444913.500000 Penalty: 5426.078613
	Iteration 20F: 3 clusters Score -6444914 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -6445123.000000 Penalty: 5426.078613
	Iteration 21Q: 3 clusters Score -6445123 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -6445276.000000 Penalty: 5426.078613
	Iteration 22Q: 3 clusters Score -6445276 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -6445477.000000 Penalty: 5426.078613
	Iteration 23Q: 3 clusters Score -6445477 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6445711.000000 Penalty: 5426.078613
	Iteration 24Q: 3 clusters Score -6445711 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -6445879.500000 Penalty: 5426.078613
	Iteration 25Q: 3 clusters Score -6445880 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6446124.500000 Penalty: 5426.078613
	Iteration 26Q: 3 clusters Score -6446124 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -6446371.500000 Penalty: 5426.078613
	Iteration 27Q: 3 clusters Score -6446372 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -6446633.500000 Penalty: 5426.078613
	Iteration 28Q: 3 clusters Score -6446634 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -6446891.500000 Penalty: 5426.078613
	Iteration 29Q: 3 clusters Score -6446892 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -6447103.500000 Penalty: 5426.078613
	Iteration 30Q: 3 clusters Score -6447104 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -6447278.500000 Penalty: 5426.078613
	Iteration 31Q: 3 clusters Score -6447278 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6447488.500000 Penalty: 5426.078613
	Iteration 32Q: 3 clusters Score -6447488 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -6447705.500000 Penalty: 5426.078613
	Iteration 33Q: 3 clusters Score -6447706 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6447881.000000 Penalty: 5426.078613
	Iteration 34Q: 3 clusters Score -6447881 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -6448097.000000 Penalty: 5426.078613
	Iteration 35Q: 3 clusters Score -6448097 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -6448277.500000 Penalty: 5426.078613
	Iteration 36Q: 3 clusters Score -6448278 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6448445.500000 Penalty: 5426.078613
	Iteration 37Q: 3 clusters Score -6448446 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6448622.500000 Penalty: 5426.078613
	Iteration 38Q: 3 clusters Score -6448622 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -6448792.500000 Penalty: 5426.078613
	Iteration 39Q: 3 clusters Score -6448792 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6448939.500000 Penalty: 5426.078613
	Iteration 40F: 3 clusters Score -6448940 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6449034.500000 Penalty: 5426.078613
	Iteration 41Q: 3 clusters Score -6449034 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6449178.000000 Penalty: 5426.078613
	Iteration 42Q: 3 clusters Score -6449178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6449309.000000 Penalty: 5426.078613
	Iteration 43Q: 3 clusters Score -6449309 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6449428.500000 Penalty: 5426.078613
	Iteration 44Q: 3 clusters Score -6449428 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6449515.500000 Penalty: 5426.078613
	Iteration 45Q: 3 clusters Score -6449516 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6449594.000000 Penalty: 5426.078613
	Iteration 46Q: 3 clusters Score -6449594 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6449654.000000 Penalty: 5426.078613
	Iteration 47Q: 3 clusters Score -6449654 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6449728.500000 Penalty: 5426.078613
	Iteration 48Q: 3 clusters Score -6449728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6449779.000000 Penalty: 5426.078613
	Iteration 49Q: 3 clusters Score -6449779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6449835.500000 Penalty: 5426.078613
	Iteration 50Q: 3 clusters Score -6449836 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6449889.000000 Penalty: 5426.078613
	Iteration 51Q: 3 clusters Score -6449889 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6449930.500000 Penalty: 5426.078613
	Iteration 52Q: 3 clusters Score -6449930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6449982.000000 Penalty: 5426.078613
	Iteration 53Q: 3 clusters Score -6449982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6450027.000000 Penalty: 5426.078613
	Iteration 54Q: 3 clusters Score -6450027 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6450062.500000 Penalty: 5426.078613
	Iteration 55Q: 3 clusters Score -6450062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6450090.500000 Penalty: 5426.078613
	Iteration 56Q: 3 clusters Score -6450090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6450124.500000 Penalty: 5426.078613
	Iteration 57Q: 3 clusters Score -6450124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6450123.000000 Penalty: 5426.078613
	Iteration 58Q: 3 clusters Score -6450123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6450144.000000 Penalty: 5426.078613
	Iteration 59Q: 3 clusters Score -6450144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6450155.000000 Penalty: 5426.078613
	Iteration 60F: 3 clusters Score -6450155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6450169.000000 Penalty: 5426.078613
	Iteration 61Q: 3 clusters Score -6450169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6450186.000000 Penalty: 5426.078613
	Iteration 62Q: 3 clusters Score -6450186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6450189.500000 Penalty: 5426.078613
	Iteration 63Q: 3 clusters Score -6450190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6450189.000000 Penalty: 5426.078613
	Iteration 64Q: 3 clusters Score -6450189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6450198.500000 Penalty: 5426.078613
	Iteration 65Q: 3 clusters Score -6450198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6450200.500000 Penalty: 5426.078613
	Iteration 66Q: 3 clusters Score -6450200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6450208.500000 Penalty: 5426.078613
	Iteration 67Q: 3 clusters Score -6450208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6450205.500000 Penalty: 5426.078613
	Iteration 68Q: 3 clusters Score -6450206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6450197.500000 Penalty: 5426.078613
	Iteration 69Q: 3 clusters Score -6450198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6450203.000000 Penalty: 5426.078613
	Iteration 70Q: 3 clusters Score -6450203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6450195.500000 Penalty: 5426.078613
	Iteration 71Q: 3 clusters Score -6450196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6450204.500000 Penalty: 5426.078613
	Iteration 72Q: 3 clusters Score -6450204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6450202.500000 Penalty: 5426.078613
	Iteration 73Q: 3 clusters Score -6450202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6450218.500000 Penalty: 5426.078613
	Iteration 74Q: 3 clusters Score -6450218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6450216.500000 Penalty: 5426.078613
	Iteration 75Q: 3 clusters Score -6450216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6450218.000000 Penalty: 5426.078613
	Iteration 76Q: 3 clusters Score -6450218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6450217.500000 Penalty: 5426.078613
	Iteration 77Q: 3 clusters Score -6450218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6450212.500000 Penalty: 5426.078613
	Iteration 78Q: 3 clusters Score -6450212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6450224.500000 Penalty: 5426.078613
	Iteration 79Q: 3 clusters Score -6450224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6450227.000000 Penalty: 5426.078613
	Iteration 80F: 3 clusters Score -6450227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6450223.000000 Penalty: 5426.078613
	Iteration 81Q: 3 clusters Score -6450223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6450233.000000 Penalty: 5426.078613
	Iteration 82Q: 3 clusters Score -6450233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6450233.500000 Penalty: 5426.078613
	Iteration 83Q: 3 clusters Score -6450234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6450233.500000 Penalty: 5426.078613
	Iteration 84Q: 3 clusters Score -6450234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6450233.000000 Penalty: 5426.078613
	Iteration 85Q: 3 clusters Score -6450233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6450241.500000 Penalty: 5426.078613
	Iteration 86Q: 3 clusters Score -6450242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6450233.000000 Penalty: 5426.078613
	Iteration 87Q: 3 clusters Score -6450233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6450232.000000 Penalty: 5426.078613
	Iteration 88Q: 3 clusters Score -6450232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6450243.000000 Penalty: 5426.078613
	Iteration 89Q: 3 clusters Score -6450243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6450234.000000 Penalty: 5426.078613
	Iteration 90Q: 3 clusters Score -6450234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6450242.000000 Penalty: 5426.078613
	Iteration 91Q: 3 clusters Score -6450242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6450247.000000 Penalty: 5426.078613
	Iteration 92Q: 3 clusters Score -6450247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6450248.000000 Penalty: 5426.078613
	Iteration 93Q: 3 clusters Score -6450248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6450247.500000 Penalty: 5426.078613
	Iteration 94Q: 3 clusters Score -6450248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6450245.500000 Penalty: 5426.078613
	Iteration 95Q: 3 clusters Score -6450246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6450245.500000 Penalty: 5426.078613
	Iteration 96F: 3 clusters Score -6450246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -971844.625000 Penalty: 2256.237549
	Iteration 0F: 2 clusters Score -971844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -964902.875000 Penalty: 4512.475098
	Iteration 0F: 3 clusters Score -964902.9 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -966959.500000 Penalty: 4512.475098
	Iteration 1F: 3 clusters Score -966959.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -967437.875000 Penalty: 4512.475098
	Iteration 2F: 3 clusters Score -967437.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -967949.312500 Penalty: 4512.475098
	Iteration 3F: 3 clusters Score -967949.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -968555.875000 Penalty: 4512.475098
	Iteration 4F: 3 clusters Score -968555.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -969143.750000 Penalty: 4512.475098
	Iteration 5F: 3 clusters Score -969143.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -969575.437500 Penalty: 4512.475098
	Iteration 6F: 3 clusters Score -969575.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -969880.062500 Penalty: 4512.475098
	Iteration 7Q: 3 clusters Score -969880.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -970076.625000 Penalty: 4512.475098
	Iteration 8Q: 3 clusters Score -970076.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -970236.000000 Penalty: 4512.475098
	Iteration 9Q: 3 clusters Score -970236 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -970351.562500 Penalty: 4512.475098
	Iteration 10Q: 3 clusters Score -970351.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -970429.250000 Penalty: 4512.475098
	Iteration 11Q: 3 clusters Score -970429.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -970497.000000 Penalty: 4512.475098
	Iteration 12Q: 3 clusters Score -970497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -970538.375000 Penalty: 4512.475098
	Iteration 13Q: 3 clusters Score -970538.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -970569.812500 Penalty: 4512.475098
	Iteration 14Q: 3 clusters Score -970569.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -970602.937500 Penalty: 4512.475098
	Iteration 15Q: 3 clusters Score -970602.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -970628.375000 Penalty: 4512.475098
	Iteration 16Q: 3 clusters Score -970628.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -970648.687500 Penalty: 4512.475098
	Iteration 17Q: 3 clusters Score -970648.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -970664.500000 Penalty: 4512.475098
	Iteration 18Q: 3 clusters Score -970664.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -970677.812500 Penalty: 4512.475098
	Iteration 19Q: 3 clusters Score -970677.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -970692.437500 Penalty: 4512.475098
	Iteration 20F: 3 clusters Score -970692.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -970701.312500 Penalty: 4512.475098
	Iteration 21Q: 3 clusters Score -970701.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -970711.875000 Penalty: 4512.475098
	Iteration 22Q: 3 clusters Score -970711.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -970719.500000 Penalty: 4512.475098
	Iteration 23Q: 3 clusters Score -970719.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -970726.812500 Penalty: 4512.475098
	Iteration 24Q: 3 clusters Score -970726.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -970736.125000 Penalty: 4512.475098
	Iteration 25Q: 3 clusters Score -970736.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -970744.437500 Penalty: 4512.475098
	Iteration 26Q: 3 clusters Score -970744.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -970755.500000 Penalty: 4512.475098
	Iteration 27Q: 3 clusters Score -970755.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -970765.375000 Penalty: 4512.475098
	Iteration 28Q: 3 clusters Score -970765.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -970772.125000 Penalty: 4512.475098
	Iteration 29Q: 3 clusters Score -970772.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -970780.125000 Penalty: 4512.475098
	Iteration 30Q: 3 clusters Score -970780.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -970782.312500 Penalty: 4512.475098
	Iteration 31Q: 3 clusters Score -970782.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -970785.500000 Penalty: 4512.475098
	Iteration 32Q: 3 clusters Score -970785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -970786.500000 Penalty: 4512.475098
	Iteration 33Q: 3 clusters Score -970786.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -970791.250000 Penalty: 4512.475098
	Iteration 34Q: 3 clusters Score -970791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -970794.750000 Penalty: 4512.475098
	Iteration 35Q: 3 clusters Score -970794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -970793.937500 Penalty: 4512.475098
	Iteration 36Q: 3 clusters Score -970793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -970795.937500 Penalty: 4512.475098
	Iteration 37Q: 3 clusters Score -970795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -970796.250000 Penalty: 4512.475098
	Iteration 38Q: 3 clusters Score -970796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -970797.875000 Penalty: 4512.475098
	Iteration 39Q: 3 clusters Score -970797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -970797.375000 Penalty: 4512.475098
	Iteration 40F: 3 clusters Score -970797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -970799.250000 Penalty: 4512.475098
	Iteration 41Q: 3 clusters Score -970799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -970800.687500 Penalty: 4512.475098
	Iteration 42Q: 3 clusters Score -970800.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -970804.187500 Penalty: 4512.475098
	Iteration 43Q: 3 clusters Score -970804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -970804.312500 Penalty: 4512.475098
	Iteration 44Q: 3 clusters Score -970804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -970805.750000 Penalty: 4512.475098
	Iteration 45Q: 3 clusters Score -970805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -970809.750000 Penalty: 4512.475098
	Iteration 46Q: 3 clusters Score -970809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -970808.125000 Penalty: 4512.475098
	Iteration 47Q: 3 clusters Score -970808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -970808.375000 Penalty: 4512.475098
	Iteration 48Q: 3 clusters Score -970808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -970812.062500 Penalty: 4512.475098
	Iteration 49Q: 3 clusters Score -970812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -970811.375000 Penalty: 4512.475098
	Iteration 50Q: 3 clusters Score -970811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -970813.750000 Penalty: 4512.475098
	Iteration 51Q: 3 clusters Score -970813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -970813.937500 Penalty: 4512.475098
	Iteration 52Q: 3 clusters Score -970813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -970815.437500 Penalty: 4512.475098
	Iteration 53Q: 3 clusters Score -970815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -970817.062500 Penalty: 4512.475098
	Iteration 54Q: 3 clusters Score -970817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -970817.562500 Penalty: 4512.475098
	Iteration 55Q: 3 clusters Score -970817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -970818.937500 Penalty: 4512.475098
	Iteration 56Q: 3 clusters Score -970818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -970820.812500 Penalty: 4512.475098
	Iteration 57Q: 3 clusters Score -970820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -970822.312500 Penalty: 4512.475098
	Iteration 58Q: 3 clusters Score -970822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -970821.875000 Penalty: 4512.475098
	Iteration 59Q: 3 clusters Score -970821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -970824.000000 Penalty: 4512.475098
	Iteration 60F: 3 clusters Score -970824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -970823.125000 Penalty: 4512.475098
	Iteration 61Q: 3 clusters Score -970823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -970825.687500 Penalty: 4512.475098
	Iteration 62Q: 3 clusters Score -970825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -970826.625000 Penalty: 4512.475098
	Iteration 63Q: 3 clusters Score -970826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -970827.750000 Penalty: 4512.475098
	Iteration 64Q: 3 clusters Score -970827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -970829.562500 Penalty: 4512.475098
	Iteration 65Q: 3 clusters Score -970829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -970830.937500 Penalty: 4512.475098
	Iteration 66Q: 3 clusters Score -970830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -970828.250000 Penalty: 4512.475098
	Iteration 67Q: 3 clusters Score -970828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -970830.812500 Penalty: 4512.475098
	Iteration 68Q: 3 clusters Score -970830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -970829.937500 Penalty: 4512.475098
	Iteration 69Q: 3 clusters Score -970829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -970832.062500 Penalty: 4512.475098
	Iteration 70Q: 3 clusters Score -970832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -970832.750000 Penalty: 4512.475098
	Iteration 71Q: 3 clusters Score -970832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -970831.062500 Penalty: 4512.475098
	Iteration 72Q: 3 clusters Score -970831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -970831.812500 Penalty: 4512.475098
	Iteration 73Q: 3 clusters Score -970831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -970833.937500 Penalty: 4512.475098
	Iteration 74Q: 3 clusters Score -970833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -970833.062500 Penalty: 4512.475098
	Iteration 75Q: 3 clusters Score -970833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -970833.500000 Penalty: 4512.475098
	Iteration 76Q: 3 clusters Score -970833.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -970833.500000 Penalty: 4512.475098
	Iteration 77F: 3 clusters Score -970833.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -138501.296875 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -138501.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136314.031250 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -136314 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -136815.921875 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -136815.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -137011.812500 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -137011.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -137127.359375 Penalty: 3588.866943
	Iteration 3F: 3 clusters Score -137127.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137207.296875 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -137207.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137258.093750 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -137258.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137294.546875 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -137294.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137324.625000 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -137324.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137342.484375 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -137342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137364.453125 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -137364.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137374.375000 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -137374.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137382.734375 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -137382.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137392.828125 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -137392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137397.468750 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -137397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137402.703125 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -137402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137404.984375 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -137405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137407.015625 Penalty: 3588.866943
	Iteration 16Q: 3 clusters Score -137407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137411.890625 Penalty: 3588.866943
	Iteration 17Q: 3 clusters Score -137411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137415.453125 Penalty: 3588.866943
	Iteration 18Q: 3 clusters Score -137415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137417.812500 Penalty: 3588.866943
	Iteration 19Q: 3 clusters Score -137417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137420.328125 Penalty: 3588.866943
	Iteration 20F: 3 clusters Score -137420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137422.234375 Penalty: 3588.866943
	Iteration 21Q: 3 clusters Score -137422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137424.328125 Penalty: 3588.866943
	Iteration 22Q: 3 clusters Score -137424.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137427.296875 Penalty: 3588.866943
	Iteration 23Q: 3 clusters Score -137427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137430.078125 Penalty: 3588.866943
	Iteration 24Q: 3 clusters Score -137430.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137430.781250 Penalty: 3588.866943
	Iteration 25Q: 3 clusters Score -137430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137431.609375 Penalty: 3588.866943
	Iteration 26Q: 3 clusters Score -137431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -137432.062500 Penalty: 3588.866943
	Iteration 27Q: 3 clusters Score -137432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137433.375000 Penalty: 3588.866943
	Iteration 28Q: 3 clusters Score -137433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137433.375000 Penalty: 3588.866943
	Iteration 29F: 3 clusters Score -137433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -22229.160156 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -22229.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21101.248047 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -21101.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21180.937500 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -21180.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21201.318359 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -21201.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21221.195312 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -21221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21269.371094 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -21269.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21312.603516 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -21312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21340.589844 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -21340.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21346.960938 Penalty: 2728.624268
	Iteration 7Q: 3 clusters Score -21346.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21349.525391 Penalty: 2728.624268
	Iteration 8Q: 3 clusters Score -21349.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21365.486328 Penalty: 2728.624268
	Iteration 9Q: 3 clusters Score -21365.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21371.755859 Penalty: 2728.624268
	Iteration 10Q: 3 clusters Score -21371.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21371.755859 Penalty: 2728.624268
	Iteration 11F: 3 clusters Score -21371.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -476679.843750 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -476679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -472187.687500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -472187.7 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -473476.750000 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -473476.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -473914.531250 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -473914.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -474320.906250 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -474320.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -474600.968750 Penalty: 4227.297852
	Iteration 4F: 3 clusters Score -474601 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -474811.937500 Penalty: 4227.297852
	Iteration 5F: 3 clusters Score -474811.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -474938.718750 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -474938.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -475033.906250 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -475033.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -475117.468750 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -475117.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -475187.218750 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -475187.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -475253.625000 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -475253.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -475303.937500 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -475303.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -475343.031250 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -475343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -475377.031250 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -475377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -475407.875000 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -475407.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -475430.468750 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -475430.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -475449.093750 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -475449.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -475465.375000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -475465.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -475475.937500 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -475475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -475483.062500 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -475483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -475491.593750 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -475491.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -475497.593750 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -475497.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -475502.937500 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -475502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -475509.250000 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -475509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -475515.062500 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -475515.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -475523.843750 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -475523.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -475530.437500 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -475530.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -475539.937500 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -475539.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -475548.750000 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -475548.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -475557.500000 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -475557.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -475565.187500 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -475565.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -475572.937500 Penalty: 4227.297852
	Iteration 31Q: 3 clusters Score -475572.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -475583.562500 Penalty: 4227.297852
	Iteration 32Q: 3 clusters Score -475583.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -475595.062500 Penalty: 4227.297852
	Iteration 33Q: 3 clusters Score -475595.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -475607.656250 Penalty: 4227.297852
	Iteration 34Q: 3 clusters Score -475607.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -475620.125000 Penalty: 4227.297852
	Iteration 35Q: 3 clusters Score -475620.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -475628.062500 Penalty: 4227.297852
	Iteration 36Q: 3 clusters Score -475628.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -475635.937500 Penalty: 4227.297852
	Iteration 37Q: 3 clusters Score -475635.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -475639.250000 Penalty: 4227.297852
	Iteration 38Q: 3 clusters Score -475639.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -475646.250000 Penalty: 4227.297852
	Iteration 39Q: 3 clusters Score -475646.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -475654.906250 Penalty: 4227.297852
	Iteration 40F: 3 clusters Score -475654.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -475664.218750 Penalty: 4227.297852
	Iteration 41Q: 3 clusters Score -475664.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -475669.281250 Penalty: 4227.297852
	Iteration 42Q: 3 clusters Score -475669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -475674.937500 Penalty: 4227.297852
	Iteration 43Q: 3 clusters Score -475674.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -475678.343750 Penalty: 4227.297852
	Iteration 44Q: 3 clusters Score -475678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -475681.562500 Penalty: 4227.297852
	Iteration 45Q: 3 clusters Score -475681.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -475685.875000 Penalty: 4227.297852
	Iteration 46Q: 3 clusters Score -475685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -475688.781250 Penalty: 4227.297852
	Iteration 47Q: 3 clusters Score -475688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -475690.437500 Penalty: 4227.297852
	Iteration 48Q: 3 clusters Score -475690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -475692.187500 Penalty: 4227.297852
	Iteration 49Q: 3 clusters Score -475692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -475691.093750 Penalty: 4227.297852
	Iteration 50Q: 3 clusters Score -475691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -475694.187500 Penalty: 4227.297852
	Iteration 51Q: 3 clusters Score -475694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -475693.625000 Penalty: 4227.297852
	Iteration 52Q: 3 clusters Score -475693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -475697.625000 Penalty: 4227.297852
	Iteration 53Q: 3 clusters Score -475697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -475700.781250 Penalty: 4227.297852
	Iteration 54Q: 3 clusters Score -475700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -475702.968750 Penalty: 4227.297852
	Iteration 55Q: 3 clusters Score -475703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -475704.812500 Penalty: 4227.297852
	Iteration 56Q: 3 clusters Score -475704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -475704.781250 Penalty: 4227.297852
	Iteration 57Q: 3 clusters Score -475704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -475704.906250 Penalty: 4227.297852
	Iteration 58Q: 3 clusters Score -475704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -475706.156250 Penalty: 4227.297852
	Iteration 59Q: 3 clusters Score -475706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -475707.437500 Penalty: 4227.297852
	Iteration 60F: 3 clusters Score -475707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -475707.750000 Penalty: 4227.297852
	Iteration 61Q: 3 clusters Score -475707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -475708.218750 Penalty: 4227.297852
	Iteration 62Q: 3 clusters Score -475708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -475709.406250 Penalty: 4227.297852
	Iteration 63Q: 3 clusters Score -475709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -475709.562500 Penalty: 4227.297852
	Iteration 64Q: 3 clusters Score -475709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -475709.562500 Penalty: 4227.297852
	Iteration 65F: 3 clusters Score -475709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -252914.515625 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -252914.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -250036.734375 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -250036.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -250630.343750 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -250630.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -250806.968750 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -250807 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250930.375000 Penalty: 3864.595459
	Iteration 3F: 3 clusters Score -250930.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -251025.921875 Penalty: 3864.595459
	Iteration 4Q: 3 clusters Score -251025.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -251097.625000 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -251097.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251156.546875 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -251156.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -251209.500000 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -251209.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -251259.015625 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -251259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -251296.265625 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -251296.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -251336.375000 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -251336.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -251368.046875 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -251368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -251407.500000 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -251407.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -251431.875000 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -251431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -251453.656250 Penalty: 3864.595459
	Iteration 14Q: 3 clusters Score -251453.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -251474.265625 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -251474.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -251493.578125 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -251493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -251500.390625 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -251500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -251504.250000 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -251504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -251505.953125 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -251506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -251509.359375 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -251509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251509.703125 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -251509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251509.703125 Penalty: 3864.595459
	Iteration 22F: 3 clusters Score -251509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -257795.109375 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -257795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254815.906250 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -254815.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -255503.890625 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -255503.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -255719.453125 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -255719.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -255838.671875 Penalty: 3900.561768
	Iteration 3F: 3 clusters Score -255838.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -255907.484375 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -255907.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -255966.359375 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -255966.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -256020.828125 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -256020.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -256086.468750 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -256086.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -256131.671875 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -256131.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -256181.890625 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -256181.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -256232.875000 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -256232.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256268.890625 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -256268.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256297.593750 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -256297.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -256328.718750 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -256328.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -256354.718750 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -256354.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -256370.718750 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -256370.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256385.187500 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -256385.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -256399.796875 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -256399.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -256412.093750 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -256412.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -256422.359375 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -256422.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -256434.078125 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -256434.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -256441.421875 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -256441.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -256448.750000 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -256448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -256453.968750 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -256454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -256461.421875 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -256461.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -256470.250000 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -256470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -256481.375000 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -256481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -256496.187500 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -256496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -256509.406250 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -256509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -256516.625000 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -256516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -256520.546875 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -256520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -256533.484375 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -256533.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -256549.796875 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -256549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -256561.390625 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -256561.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -256568.265625 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -256568.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -256573.859375 Penalty: 3900.561768
	Iteration 35Q: 3 clusters Score -256573.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -256583.500000 Penalty: 3900.561768
	Iteration 36Q: 3 clusters Score -256583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -256588.937500 Penalty: 3900.561768
	Iteration 37Q: 3 clusters Score -256588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -256596.546875 Penalty: 3900.561768
	Iteration 38Q: 3 clusters Score -256596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -256607.765625 Penalty: 3900.561768
	Iteration 39Q: 3 clusters Score -256607.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -256618.812500 Penalty: 3900.561768
	Iteration 40F: 3 clusters Score -256618.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -256637.093750 Penalty: 3900.561768
	Iteration 41Q: 3 clusters Score -256637.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -256654.546875 Penalty: 3900.561768
	Iteration 42Q: 3 clusters Score -256654.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -256664.953125 Penalty: 3900.561768
	Iteration 43Q: 3 clusters Score -256665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -256673.046875 Penalty: 3900.561768
	Iteration 44Q: 3 clusters Score -256673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -256680.140625 Penalty: 3900.561768
	Iteration 45Q: 3 clusters Score -256680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -256689.812500 Penalty: 3900.561768
	Iteration 46Q: 3 clusters Score -256689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -256696.609375 Penalty: 3900.561768
	Iteration 47Q: 3 clusters Score -256696.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -256702.515625 Penalty: 3900.561768
	Iteration 48Q: 3 clusters Score -256702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -256707.640625 Penalty: 3900.561768
	Iteration 49Q: 3 clusters Score -256707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -256710.500000 Penalty: 3900.561768
	Iteration 50Q: 3 clusters Score -256710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256711.906250 Penalty: 3900.561768
	Iteration 51Q: 3 clusters Score -256711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256711.906250 Penalty: 3900.561768
	Iteration 52F: 3 clusters Score -256711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -434316.187500 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -434316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -430556.750000 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -430556.8 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -431346.656250 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -431346.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -431489.250000 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -431489.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -431592.500000 Penalty: 4089.450439
	Iteration 3Q: 3 clusters Score -431592.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -431654.062500 Penalty: 4089.450439
	Iteration 4Q: 3 clusters Score -431654.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -431697.000000 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -431697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -431727.687500 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -431727.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -431750.218750 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -431750.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -431764.500000 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -431764.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -431776.031250 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -431776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -431789.093750 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -431789.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -431802.562500 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -431802.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -431811.937500 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -431811.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -431821.031250 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -431821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -431828.250000 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -431828.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -431836.656250 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -431836.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -431844.937500 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -431844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -431853.468750 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -431853.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -431861.125000 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -431861.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -431866.031250 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -431866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -431873.593750 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -431873.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -431885.781250 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -431885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -431893.593750 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -431893.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -431900.468750 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -431900.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -431907.812500 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -431907.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -431915.468750 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -431915.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -431922.093750 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -431922.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -431928.593750 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -431928.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -431934.687500 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -431934.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -431944.187500 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -431944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -431954.062500 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -431954.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -431961.156250 Penalty: 4089.450439
	Iteration 31Q: 3 clusters Score -431961.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -431969.687500 Penalty: 4089.450439
	Iteration 32Q: 3 clusters Score -431969.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -431978.812500 Penalty: 4089.450439
	Iteration 33Q: 3 clusters Score -431978.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -431986.156250 Penalty: 4089.450439
	Iteration 34Q: 3 clusters Score -431986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -431992.812500 Penalty: 4089.450439
	Iteration 35Q: 3 clusters Score -431992.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -432003.562500 Penalty: 4089.450439
	Iteration 36Q: 3 clusters Score -432003.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -432014.937500 Penalty: 4089.450439
	Iteration 37Q: 3 clusters Score -432014.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -432028.562500 Penalty: 4089.450439
	Iteration 38Q: 3 clusters Score -432028.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -432046.531250 Penalty: 4089.450439
	Iteration 39Q: 3 clusters Score -432046.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -432062.750000 Penalty: 4089.450439
	Iteration 40F: 3 clusters Score -432062.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -432076.687500 Penalty: 4089.450439
	Iteration 41Q: 3 clusters Score -432076.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -432088.281250 Penalty: 4089.450439
	Iteration 42Q: 3 clusters Score -432088.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -432099.531250 Penalty: 4089.450439
	Iteration 43Q: 3 clusters Score -432099.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -432110.562500 Penalty: 4089.450439
	Iteration 44Q: 3 clusters Score -432110.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -432121.812500 Penalty: 4089.450439
	Iteration 45Q: 3 clusters Score -432121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -432133.343750 Penalty: 4089.450439
	Iteration 46Q: 3 clusters Score -432133.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -432143.812500 Penalty: 4089.450439
	Iteration 47Q: 3 clusters Score -432143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -432151.406250 Penalty: 4089.450439
	Iteration 48Q: 3 clusters Score -432151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -432162.343750 Penalty: 4089.450439
	Iteration 49Q: 3 clusters Score -432162.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -432170.593750 Penalty: 4089.450439
	Iteration 50Q: 3 clusters Score -432170.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -432179.406250 Penalty: 4089.450439
	Iteration 51Q: 3 clusters Score -432179.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -432187.656250 Penalty: 4089.450439
	Iteration 52Q: 3 clusters Score -432187.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -432195.687500 Penalty: 4089.450439
	Iteration 53Q: 3 clusters Score -432195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -432207.093750 Penalty: 4089.450439
	Iteration 54Q: 3 clusters Score -432207.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -432215.656250 Penalty: 4089.450439
	Iteration 55Q: 3 clusters Score -432215.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -432225.093750 Penalty: 4089.450439
	Iteration 56Q: 3 clusters Score -432225.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -432233.750000 Penalty: 4089.450439
	Iteration 57Q: 3 clusters Score -432233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -432244.781250 Penalty: 4089.450439
	Iteration 58Q: 3 clusters Score -432244.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -432257.687500 Penalty: 4089.450439
	Iteration 59Q: 3 clusters Score -432257.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -432273.781250 Penalty: 4089.450439
	Iteration 60F: 3 clusters Score -432273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -432282.562500 Penalty: 4089.450439
	Iteration 61Q: 3 clusters Score -432282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -432290.937500 Penalty: 4089.450439
	Iteration 62Q: 3 clusters Score -432290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -432294.937500 Penalty: 4089.450439
	Iteration 63Q: 3 clusters Score -432294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -432299.750000 Penalty: 4089.450439
	Iteration 64Q: 3 clusters Score -432299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -432306.812500 Penalty: 4089.450439
	Iteration 65Q: 3 clusters Score -432306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -432313.187500 Penalty: 4089.450439
	Iteration 66Q: 3 clusters Score -432313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -432318.343750 Penalty: 4089.450439
	Iteration 67Q: 3 clusters Score -432318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -432323.000000 Penalty: 4089.450439
	Iteration 68Q: 3 clusters Score -432323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -432331.031250 Penalty: 4089.450439
	Iteration 69Q: 3 clusters Score -432331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -432338.250000 Penalty: 4089.450439
	Iteration 70Q: 3 clusters Score -432338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -432341.125000 Penalty: 4089.450439
	Iteration 71Q: 3 clusters Score -432341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -432342.562500 Penalty: 4089.450439
	Iteration 72Q: 3 clusters Score -432342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -432343.468750 Penalty: 4089.450439
	Iteration 73Q: 3 clusters Score -432343.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -432346.031250 Penalty: 4089.450439
	Iteration 74Q: 3 clusters Score -432346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -432349.468750 Penalty: 4089.450439
	Iteration 75Q: 3 clusters Score -432349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -432351.468750 Penalty: 4089.450439
	Iteration 76Q: 3 clusters Score -432351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -432355.187500 Penalty: 4089.450439
	Iteration 77Q: 3 clusters Score -432355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -432360.406250 Penalty: 4089.450439
	Iteration 78Q: 3 clusters Score -432360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -432365.875000 Penalty: 4089.450439
	Iteration 79Q: 3 clusters Score -432365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -432370.031250 Penalty: 4089.450439
	Iteration 80F: 3 clusters Score -432370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -432372.718750 Penalty: 4089.450439
	Iteration 81Q: 3 clusters Score -432372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -432375.343750 Penalty: 4089.450439
	Iteration 82Q: 3 clusters Score -432375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -432376.812500 Penalty: 4089.450439
	Iteration 83Q: 3 clusters Score -432376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -432376.312500 Penalty: 4089.450439
	Iteration 84Q: 3 clusters Score -432376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -432376.312500 Penalty: 4089.450439
	Iteration 85F: 3 clusters Score -432376.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -825411.812500 Penalty: 2194.394775
	Iteration 0F: 2 clusters Score -825411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -819687.625000 Penalty: 4388.789551
	Iteration 0F: 3 clusters Score -819687.6 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -821184.875000 Penalty: 4388.789551
	Iteration 1F: 3 clusters Score -821184.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -821426.812500 Penalty: 4388.789551
	Iteration 2F: 3 clusters Score -821426.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -821591.062500 Penalty: 4388.789551
	Iteration 3F: 3 clusters Score -821591.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -821687.187500 Penalty: 4388.789551
	Iteration 4Q: 3 clusters Score -821687.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -821760.812500 Penalty: 4388.789551
	Iteration 5Q: 3 clusters Score -821760.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -821813.625000 Penalty: 4388.789551
	Iteration 6Q: 3 clusters Score -821813.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -821846.687500 Penalty: 4388.789551
	Iteration 7Q: 3 clusters Score -821846.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -821868.500000 Penalty: 4388.789551
	Iteration 8Q: 3 clusters Score -821868.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -821882.000000 Penalty: 4388.789551
	Iteration 9Q: 3 clusters Score -821882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -821898.375000 Penalty: 4388.789551
	Iteration 10Q: 3 clusters Score -821898.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -821913.812500 Penalty: 4388.789551
	Iteration 11Q: 3 clusters Score -821913.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -821927.625000 Penalty: 4388.789551
	Iteration 12Q: 3 clusters Score -821927.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -821938.875000 Penalty: 4388.789551
	Iteration 13Q: 3 clusters Score -821938.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -821955.187500 Penalty: 4388.789551
	Iteration 14Q: 3 clusters Score -821955.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -821966.812500 Penalty: 4388.789551
	Iteration 15Q: 3 clusters Score -821966.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -821979.187500 Penalty: 4388.789551
	Iteration 16Q: 3 clusters Score -821979.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -821987.625000 Penalty: 4388.789551
	Iteration 17Q: 3 clusters Score -821987.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -821991.125000 Penalty: 4388.789551
	Iteration 18Q: 3 clusters Score -821991.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -821997.375000 Penalty: 4388.789551
	Iteration 19Q: 3 clusters Score -821997.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -822004.875000 Penalty: 4388.789551
	Iteration 20F: 3 clusters Score -822004.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -822013.812500 Penalty: 4388.789551
	Iteration 21Q: 3 clusters Score -822013.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -822020.062500 Penalty: 4388.789551
	Iteration 22Q: 3 clusters Score -822020.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -822024.000000 Penalty: 4388.789551
	Iteration 23Q: 3 clusters Score -822024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -822028.875000 Penalty: 4388.789551
	Iteration 24Q: 3 clusters Score -822028.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -822034.937500 Penalty: 4388.789551
	Iteration 25Q: 3 clusters Score -822034.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -822038.312500 Penalty: 4388.789551
	Iteration 26Q: 3 clusters Score -822038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -822041.062500 Penalty: 4388.789551
	Iteration 27Q: 3 clusters Score -822041.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -822045.125000 Penalty: 4388.789551
	Iteration 28Q: 3 clusters Score -822045.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -822050.312500 Penalty: 4388.789551
	Iteration 29Q: 3 clusters Score -822050.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -822057.625000 Penalty: 4388.789551
	Iteration 30Q: 3 clusters Score -822057.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -822064.062500 Penalty: 4388.789551
	Iteration 31Q: 3 clusters Score -822064.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -822078.750000 Penalty: 4388.789551
	Iteration 32Q: 3 clusters Score -822078.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -822090.687500 Penalty: 4388.789551
	Iteration 33Q: 3 clusters Score -822090.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -822104.937500 Penalty: 4388.789551
	Iteration 34Q: 3 clusters Score -822104.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -822116.500000 Penalty: 4388.789551
	Iteration 35Q: 3 clusters Score -822116.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -822127.000000 Penalty: 4388.789551
	Iteration 36Q: 3 clusters Score -822127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -822136.437500 Penalty: 4388.789551
	Iteration 37Q: 3 clusters Score -822136.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -822141.937500 Penalty: 4388.789551
	Iteration 38Q: 3 clusters Score -822141.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -822147.875000 Penalty: 4388.789551
	Iteration 39Q: 3 clusters Score -822147.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -822152.750000 Penalty: 4388.789551
	Iteration 40F: 3 clusters Score -822152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -822156.000000 Penalty: 4388.789551
	Iteration 41Q: 3 clusters Score -822156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -822156.875000 Penalty: 4388.789551
	Iteration 42Q: 3 clusters Score -822156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -822160.875000 Penalty: 4388.789551
	Iteration 43Q: 3 clusters Score -822160.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -822164.000000 Penalty: 4388.789551
	Iteration 44Q: 3 clusters Score -822164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -822166.812500 Penalty: 4388.789551
	Iteration 45Q: 3 clusters Score -822166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -822172.750000 Penalty: 4388.789551
	Iteration 46Q: 3 clusters Score -822172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -822173.750000 Penalty: 4388.789551
	Iteration 47Q: 3 clusters Score -822173.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -822178.125000 Penalty: 4388.789551
	Iteration 48Q: 3 clusters Score -822178.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -822182.625000 Penalty: 4388.789551
	Iteration 49Q: 3 clusters Score -822182.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -822186.125000 Penalty: 4388.789551
	Iteration 50Q: 3 clusters Score -822186.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -822187.937500 Penalty: 4388.789551
	Iteration 51Q: 3 clusters Score -822187.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -822192.062500 Penalty: 4388.789551
	Iteration 52Q: 3 clusters Score -822192.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -822199.375000 Penalty: 4388.789551
	Iteration 53Q: 3 clusters Score -822199.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -822202.875000 Penalty: 4388.789551
	Iteration 54Q: 3 clusters Score -822202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -822208.937500 Penalty: 4388.789551
	Iteration 55Q: 3 clusters Score -822208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -822211.125000 Penalty: 4388.789551
	Iteration 56Q: 3 clusters Score -822211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -822215.187500 Penalty: 4388.789551
	Iteration 57Q: 3 clusters Score -822215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -822218.250000 Penalty: 4388.789551
	Iteration 58Q: 3 clusters Score -822218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -822219.500000 Penalty: 4388.789551
	Iteration 59Q: 3 clusters Score -822219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -822219.875000 Penalty: 4388.789551
	Iteration 60F: 3 clusters Score -822219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -822221.937500 Penalty: 4388.789551
	Iteration 61Q: 3 clusters Score -822221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -822225.250000 Penalty: 4388.789551
	Iteration 62Q: 3 clusters Score -822225.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -822230.250000 Penalty: 4388.789551
	Iteration 63Q: 3 clusters Score -822230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -822233.750000 Penalty: 4388.789551
	Iteration 64Q: 3 clusters Score -822233.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -822240.187500 Penalty: 4388.789551
	Iteration 65Q: 3 clusters Score -822240.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -822250.562500 Penalty: 4388.789551
	Iteration 66Q: 3 clusters Score -822250.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -822261.625000 Penalty: 4388.789551
	Iteration 67Q: 3 clusters Score -822261.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -822273.875000 Penalty: 4388.789551
	Iteration 68Q: 3 clusters Score -822273.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -822286.812500 Penalty: 4388.789551
	Iteration 69Q: 3 clusters Score -822286.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -822297.750000 Penalty: 4388.789551
	Iteration 70Q: 3 clusters Score -822297.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -822310.937500 Penalty: 4388.789551
	Iteration 71Q: 3 clusters Score -822310.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -822323.562500 Penalty: 4388.789551
	Iteration 72Q: 3 clusters Score -822323.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -822334.937500 Penalty: 4388.789551
	Iteration 73Q: 3 clusters Score -822334.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -822345.187500 Penalty: 4388.789551
	Iteration 74Q: 3 clusters Score -822345.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -822361.687500 Penalty: 4388.789551
	Iteration 75Q: 3 clusters Score -822361.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -822372.187500 Penalty: 4388.789551
	Iteration 76Q: 3 clusters Score -822372.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -822384.312500 Penalty: 4388.789551
	Iteration 77Q: 3 clusters Score -822384.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -822394.562500 Penalty: 4388.789551
	Iteration 78Q: 3 clusters Score -822394.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -822406.937500 Penalty: 4388.789551
	Iteration 79Q: 3 clusters Score -822406.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -822415.750000 Penalty: 4388.789551
	Iteration 80F: 3 clusters Score -822415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -822428.812500 Penalty: 4388.789551
	Iteration 81Q: 3 clusters Score -822428.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -822438.312500 Penalty: 4388.789551
	Iteration 82Q: 3 clusters Score -822438.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -822455.375000 Penalty: 4388.789551
	Iteration 83Q: 3 clusters Score -822455.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -822475.750000 Penalty: 4388.789551
	Iteration 84Q: 3 clusters Score -822475.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -822496.500000 Penalty: 4388.789551
	Iteration 85Q: 3 clusters Score -822496.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -822520.062500 Penalty: 4388.789551
	Iteration 86Q: 3 clusters Score -822520.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -822544.125000 Penalty: 4388.789551
	Iteration 87Q: 3 clusters Score -822544.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -822576.250000 Penalty: 4388.789551
	Iteration 88Q: 3 clusters Score -822576.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -822608.437500 Penalty: 4388.789551
	Iteration 89Q: 3 clusters Score -822608.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -822637.937500 Penalty: 4388.789551
	Iteration 90Q: 3 clusters Score -822637.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -822672.375000 Penalty: 4388.789551
	Iteration 91Q: 3 clusters Score -822672.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -822708.312500 Penalty: 4388.789551
	Iteration 92Q: 3 clusters Score -822708.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -822748.375000 Penalty: 4388.789551
	Iteration 93Q: 3 clusters Score -822748.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -822784.750000 Penalty: 4388.789551
	Iteration 94Q: 3 clusters Score -822784.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -822811.562500 Penalty: 4388.789551
	Iteration 95Q: 3 clusters Score -822811.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -822844.750000 Penalty: 4388.789551
	Iteration 96Q: 3 clusters Score -822844.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -822882.000000 Penalty: 4388.789551
	Iteration 97Q: 3 clusters Score -822882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -822920.375000 Penalty: 4388.789551
	Iteration 98Q: 3 clusters Score -822920.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -822954.000000 Penalty: 4388.789551
	Iteration 99Q: 3 clusters Score -822954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -822983.875000 Penalty: 4388.789551
	Iteration 100F: 3 clusters Score -822983.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -823008.812500 Penalty: 4388.789551
	Iteration 101Q: 3 clusters Score -823008.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -823032.500000 Penalty: 4388.789551
	Iteration 102Q: 3 clusters Score -823032.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -823064.750000 Penalty: 4388.789551
	Iteration 103Q: 3 clusters Score -823064.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -823108.187500 Penalty: 4388.789551
	Iteration 104Q: 3 clusters Score -823108.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -823151.250000 Penalty: 4388.789551
	Iteration 105Q: 3 clusters Score -823151.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -823196.937500 Penalty: 4388.789551
	Iteration 106Q: 3 clusters Score -823196.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -823249.562500 Penalty: 4388.789551
	Iteration 107Q: 3 clusters Score -823249.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -823298.125000 Penalty: 4388.789551
	Iteration 108Q: 3 clusters Score -823298.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -823334.000000 Penalty: 4388.789551
	Iteration 109Q: 3 clusters Score -823334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -823363.875000 Penalty: 4388.789551
	Iteration 110Q: 3 clusters Score -823363.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -823384.250000 Penalty: 4388.789551
	Iteration 111Q: 3 clusters Score -823384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -823401.500000 Penalty: 4388.789551
	Iteration 112Q: 3 clusters Score -823401.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -823408.187500 Penalty: 4388.789551
	Iteration 113Q: 3 clusters Score -823408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -823416.312500 Penalty: 4388.789551
	Iteration 114Q: 3 clusters Score -823416.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -823424.812500 Penalty: 4388.789551
	Iteration 115Q: 3 clusters Score -823424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -823434.062500 Penalty: 4388.789551
	Iteration 116Q: 3 clusters Score -823434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -823442.812500 Penalty: 4388.789551
	Iteration 117Q: 3 clusters Score -823442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -823451.812500 Penalty: 4388.789551
	Iteration 118Q: 3 clusters Score -823451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -823452.312500 Penalty: 4388.789551
	Iteration 119Q: 3 clusters Score -823452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -823452.625000 Penalty: 4388.789551
	Iteration 120F: 3 clusters Score -823452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -823454.937500 Penalty: 4388.789551
	Iteration 121Q: 3 clusters Score -823454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -823457.125000 Penalty: 4388.789551
	Iteration 122Q: 3 clusters Score -823457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -823458.750000 Penalty: 4388.789551
	Iteration 123Q: 3 clusters Score -823458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -823462.125000 Penalty: 4388.789551
	Iteration 124Q: 3 clusters Score -823462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -823462.937500 Penalty: 4388.789551
	Iteration 125Q: 3 clusters Score -823462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -823463.687500 Penalty: 4388.789551
	Iteration 126Q: 3 clusters Score -823463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -823463.687500 Penalty: 4388.789551
	Iteration 127F: 3 clusters Score -823463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -1302970.750000 Penalty: 2323.228516
	Iteration 0F: 2 clusters Score -1302971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1294279.750000 Penalty: 4646.457031
	Iteration 0F: 3 clusters Score -1294280 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1296863.875000 Penalty: 4646.457031
	Iteration 1F: 3 clusters Score -1296864 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1297181.375000 Penalty: 4646.457031
	Iteration 2F: 3 clusters Score -1297181 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1297428.875000 Penalty: 4646.457031
	Iteration 3F: 3 clusters Score -1297429 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1297646.250000 Penalty: 4646.457031
	Iteration 4Q: 3 clusters Score -1297646 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1297869.750000 Penalty: 4646.457031
	Iteration 5Q: 3 clusters Score -1297870 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1298140.500000 Penalty: 4646.457031
	Iteration 6Q: 3 clusters Score -1298140 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1298420.500000 Penalty: 4646.457031
	Iteration 7Q: 3 clusters Score -1298420 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1298708.125000 Penalty: 4646.457031
	Iteration 8Q: 3 clusters Score -1298708 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1298942.125000 Penalty: 4646.457031
	Iteration 9Q: 3 clusters Score -1298942 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1299166.375000 Penalty: 4646.457031
	Iteration 10Q: 3 clusters Score -1299166 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1299359.625000 Penalty: 4646.457031
	Iteration 11Q: 3 clusters Score -1299360 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1299568.625000 Penalty: 4646.457031
	Iteration 12Q: 3 clusters Score -1299569 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1299758.000000 Penalty: 4646.457031
	Iteration 13Q: 3 clusters Score -1299758 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1299938.125000 Penalty: 4646.457031
	Iteration 14Q: 3 clusters Score -1299938 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1300112.500000 Penalty: 4646.457031
	Iteration 15Q: 3 clusters Score -1300112 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1300242.375000 Penalty: 4646.457031
	Iteration 16Q: 3 clusters Score -1300242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1300351.375000 Penalty: 4646.457031
	Iteration 17Q: 3 clusters Score -1300351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1300474.625000 Penalty: 4646.457031
	Iteration 18Q: 3 clusters Score -1300475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1300567.625000 Penalty: 4646.457031
	Iteration 19Q: 3 clusters Score -1300568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1300628.000000 Penalty: 4646.457031
	Iteration 20F: 3 clusters Score -1300628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1300687.125000 Penalty: 4646.457031
	Iteration 21Q: 3 clusters Score -1300687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1300727.250000 Penalty: 4646.457031
	Iteration 22Q: 3 clusters Score -1300727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1300778.625000 Penalty: 4646.457031
	Iteration 23Q: 3 clusters Score -1300779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1300822.250000 Penalty: 4646.457031
	Iteration 24Q: 3 clusters Score -1300822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1300856.500000 Penalty: 4646.457031
	Iteration 25Q: 3 clusters Score -1300856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1300879.125000 Penalty: 4646.457031
	Iteration 26Q: 3 clusters Score -1300879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1300913.625000 Penalty: 4646.457031
	Iteration 27Q: 3 clusters Score -1300914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1300945.750000 Penalty: 4646.457031
	Iteration 28Q: 3 clusters Score -1300946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1300969.250000 Penalty: 4646.457031
	Iteration 29Q: 3 clusters Score -1300969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1300990.875000 Penalty: 4646.457031
	Iteration 30Q: 3 clusters Score -1300991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1300999.750000 Penalty: 4646.457031
	Iteration 31Q: 3 clusters Score -1301000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1301011.250000 Penalty: 4646.457031
	Iteration 32Q: 3 clusters Score -1301011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1301015.875000 Penalty: 4646.457031
	Iteration 33Q: 3 clusters Score -1301016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1301020.500000 Penalty: 4646.457031
	Iteration 34Q: 3 clusters Score -1301020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1301019.875000 Penalty: 4646.457031
	Iteration 35Q: 3 clusters Score -1301020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1301019.875000 Penalty: 4646.457031
	Iteration 36F: 3 clusters Score -1301020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -350375.656250 Penalty: 2057.729004
	Iteration 0F: 2 clusters Score -350375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -346529.687500 Penalty: 4115.458008
	Iteration 0F: 3 clusters Score -346529.7 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -347636.093750 Penalty: 4115.458008
	Iteration 1F: 3 clusters Score -347636.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -348191.218750 Penalty: 4115.458008
	Iteration 2F: 3 clusters Score -348191.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -348637.406250 Penalty: 4115.458008
	Iteration 3F: 3 clusters Score -348637.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -349003.812500 Penalty: 4115.458008
	Iteration 4F: 3 clusters Score -349003.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -349295.812500 Penalty: 4115.458008
	Iteration 5F: 3 clusters Score -349295.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -349464.593750 Penalty: 4115.458008
	Iteration 6Q: 3 clusters Score -349464.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -349574.937500 Penalty: 4115.458008
	Iteration 7Q: 3 clusters Score -349574.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -349664.062500 Penalty: 4115.458008
	Iteration 8Q: 3 clusters Score -349664.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -349734.406250 Penalty: 4115.458008
	Iteration 9Q: 3 clusters Score -349734.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -349793.718750 Penalty: 4115.458008
	Iteration 10Q: 3 clusters Score -349793.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -349848.812500 Penalty: 4115.458008
	Iteration 11Q: 3 clusters Score -349848.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -349884.437500 Penalty: 4115.458008
	Iteration 12Q: 3 clusters Score -349884.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -349908.343750 Penalty: 4115.458008
	Iteration 13Q: 3 clusters Score -349908.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -349920.625000 Penalty: 4115.458008
	Iteration 14Q: 3 clusters Score -349920.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -349931.906250 Penalty: 4115.458008
	Iteration 15Q: 3 clusters Score -349931.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -349941.343750 Penalty: 4115.458008
	Iteration 16Q: 3 clusters Score -349941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -349948.062500 Penalty: 4115.458008
	Iteration 17Q: 3 clusters Score -349948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -349957.843750 Penalty: 4115.458008
	Iteration 18Q: 3 clusters Score -349957.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -349976.437500 Penalty: 4115.458008
	Iteration 19Q: 3 clusters Score -349976.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -349991.312500 Penalty: 4115.458008
	Iteration 20F: 3 clusters Score -349991.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -350003.562500 Penalty: 4115.458008
	Iteration 21Q: 3 clusters Score -350003.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -350013.093750 Penalty: 4115.458008
	Iteration 22Q: 3 clusters Score -350013.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -350021.937500 Penalty: 4115.458008
	Iteration 23Q: 3 clusters Score -350021.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -350029.468750 Penalty: 4115.458008
	Iteration 24Q: 3 clusters Score -350029.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -350037.156250 Penalty: 4115.458008
	Iteration 25Q: 3 clusters Score -350037.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -350040.687500 Penalty: 4115.458008
	Iteration 26Q: 3 clusters Score -350040.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -350043.062500 Penalty: 4115.458008
	Iteration 27Q: 3 clusters Score -350043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -350045.375000 Penalty: 4115.458008
	Iteration 28Q: 3 clusters Score -350045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -350047.875000 Penalty: 4115.458008
	Iteration 29Q: 3 clusters Score -350047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -350049.406250 Penalty: 4115.458008
	Iteration 30Q: 3 clusters Score -350049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -350050.500000 Penalty: 4115.458008
	Iteration 31Q: 3 clusters Score -350050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -350053.187500 Penalty: 4115.458008
	Iteration 32Q: 3 clusters Score -350053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -350055.500000 Penalty: 4115.458008
	Iteration 33Q: 3 clusters Score -350055.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -350057.031250 Penalty: 4115.458008
	Iteration 34Q: 3 clusters Score -350057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -350058.468750 Penalty: 4115.458008
	Iteration 35Q: 3 clusters Score -350058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -350060.062500 Penalty: 4115.458008
	Iteration 36Q: 3 clusters Score -350060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -350061.125000 Penalty: 4115.458008
	Iteration 37Q: 3 clusters Score -350061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -350061.062500 Penalty: 4115.458008
	Iteration 38Q: 3 clusters Score -350061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -350061.718750 Penalty: 4115.458008
	Iteration 39Q: 3 clusters Score -350061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -350062.968750 Penalty: 4115.458008
	Iteration 40F: 3 clusters Score -350063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -350063.031250 Penalty: 4115.458008
	Iteration 41Q: 3 clusters Score -350063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -350063.031250 Penalty: 4115.458008
	Iteration 42F: 3 clusters Score -350063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -937421.250000 Penalty: 2259.381592
	Iteration 0F: 2 clusters Score -937421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -930433.500000 Penalty: 4518.763184
	Iteration 0F: 3 clusters Score -930433.5 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -932615.125000 Penalty: 4518.763184
	Iteration 1F: 3 clusters Score -932615.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -933276.687500 Penalty: 4518.763184
	Iteration 2F: 3 clusters Score -933276.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -934027.062500 Penalty: 4518.763184
	Iteration 3F: 3 clusters Score -934027.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -934718.375000 Penalty: 4518.763184
	Iteration 4F: 3 clusters Score -934718.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -935312.062500 Penalty: 4518.763184
	Iteration 5F: 3 clusters Score -935312.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -935771.187500 Penalty: 4518.763184
	Iteration 6F: 3 clusters Score -935771.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -936043.812500 Penalty: 4518.763184
	Iteration 7Q: 3 clusters Score -936043.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -936215.250000 Penalty: 4518.763184
	Iteration 8Q: 3 clusters Score -936215.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -936306.687500 Penalty: 4518.763184
	Iteration 9Q: 3 clusters Score -936306.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -936380.437500 Penalty: 4518.763184
	Iteration 10Q: 3 clusters Score -936380.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -936429.062500 Penalty: 4518.763184
	Iteration 11Q: 3 clusters Score -936429.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -936472.562500 Penalty: 4518.763184
	Iteration 12Q: 3 clusters Score -936472.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -936509.375000 Penalty: 4518.763184
	Iteration 13Q: 3 clusters Score -936509.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -936543.625000 Penalty: 4518.763184
	Iteration 14Q: 3 clusters Score -936543.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -936575.562500 Penalty: 4518.763184
	Iteration 15Q: 3 clusters Score -936575.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -936604.000000 Penalty: 4518.763184
	Iteration 16Q: 3 clusters Score -936604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -936630.875000 Penalty: 4518.763184
	Iteration 17Q: 3 clusters Score -936630.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -936645.125000 Penalty: 4518.763184
	Iteration 18Q: 3 clusters Score -936645.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -936657.125000 Penalty: 4518.763184
	Iteration 19Q: 3 clusters Score -936657.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -936668.500000 Penalty: 4518.763184
	Iteration 20F: 3 clusters Score -936668.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -936675.812500 Penalty: 4518.763184
	Iteration 21Q: 3 clusters Score -936675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -936676.687500 Penalty: 4518.763184
	Iteration 22Q: 3 clusters Score -936676.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -936683.750000 Penalty: 4518.763184
	Iteration 23Q: 3 clusters Score -936683.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -936687.437500 Penalty: 4518.763184
	Iteration 24Q: 3 clusters Score -936687.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -936690.437500 Penalty: 4518.763184
	Iteration 25Q: 3 clusters Score -936690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -936696.750000 Penalty: 4518.763184
	Iteration 26Q: 3 clusters Score -936696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -936695.812500 Penalty: 4518.763184
	Iteration 27Q: 3 clusters Score -936695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -936697.250000 Penalty: 4518.763184
	Iteration 28Q: 3 clusters Score -936697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -936699.437500 Penalty: 4518.763184
	Iteration 29Q: 3 clusters Score -936699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -936698.187500 Penalty: 4518.763184
	Iteration 30Q: 3 clusters Score -936698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -936699.500000 Penalty: 4518.763184
	Iteration 31Q: 3 clusters Score -936699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -936701.062500 Penalty: 4518.763184
	Iteration 32Q: 3 clusters Score -936701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -936701.062500 Penalty: 4518.763184
	Iteration 33F: 3 clusters Score -936701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -870924.937500 Penalty: 2244.617188
	Iteration 0F: 2 clusters Score -870924.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -864209.500000 Penalty: 4489.234375
	Iteration 0F: 3 clusters Score -864209.5 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -866574.437500 Penalty: 4489.234375
	Iteration 1F: 3 clusters Score -866574.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -867228.437500 Penalty: 4489.234375
	Iteration 2F: 3 clusters Score -867228.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -867818.937500 Penalty: 4489.234375
	Iteration 3F: 3 clusters Score -867818.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -868332.000000 Penalty: 4489.234375
	Iteration 4F: 3 clusters Score -868332 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -868720.937500 Penalty: 4489.234375
	Iteration 5F: 3 clusters Score -868720.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -868976.937500 Penalty: 4489.234375
	Iteration 6Q: 3 clusters Score -868976.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -869143.812500 Penalty: 4489.234375
	Iteration 7Q: 3 clusters Score -869143.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -869248.812500 Penalty: 4489.234375
	Iteration 8Q: 3 clusters Score -869248.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -869331.125000 Penalty: 4489.234375
	Iteration 9Q: 3 clusters Score -869331.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -869379.125000 Penalty: 4489.234375
	Iteration 10Q: 3 clusters Score -869379.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -869411.250000 Penalty: 4489.234375
	Iteration 11Q: 3 clusters Score -869411.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -869444.812500 Penalty: 4489.234375
	Iteration 12Q: 3 clusters Score -869444.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -869473.187500 Penalty: 4489.234375
	Iteration 13Q: 3 clusters Score -869473.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -869496.750000 Penalty: 4489.234375
	Iteration 14Q: 3 clusters Score -869496.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -869507.625000 Penalty: 4489.234375
	Iteration 15Q: 3 clusters Score -869507.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -869522.250000 Penalty: 4489.234375
	Iteration 16Q: 3 clusters Score -869522.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -869537.812500 Penalty: 4489.234375
	Iteration 17Q: 3 clusters Score -869537.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -869552.062500 Penalty: 4489.234375
	Iteration 18Q: 3 clusters Score -869552.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -869568.000000 Penalty: 4489.234375
	Iteration 19Q: 3 clusters Score -869568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -869584.375000 Penalty: 4489.234375
	Iteration 20F: 3 clusters Score -869584.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -869602.562500 Penalty: 4489.234375
	Iteration 21Q: 3 clusters Score -869602.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -869624.437500 Penalty: 4489.234375
	Iteration 22Q: 3 clusters Score -869624.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -869646.375000 Penalty: 4489.234375
	Iteration 23Q: 3 clusters Score -869646.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -869660.375000 Penalty: 4489.234375
	Iteration 24Q: 3 clusters Score -869660.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -869675.875000 Penalty: 4489.234375
	Iteration 25Q: 3 clusters Score -869675.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -869693.312500 Penalty: 4489.234375
	Iteration 26Q: 3 clusters Score -869693.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -869702.625000 Penalty: 4489.234375
	Iteration 27Q: 3 clusters Score -869702.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -869712.937500 Penalty: 4489.234375
	Iteration 28Q: 3 clusters Score -869712.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -869723.812500 Penalty: 4489.234375
	Iteration 29Q: 3 clusters Score -869723.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -869731.937500 Penalty: 4489.234375
	Iteration 30Q: 3 clusters Score -869731.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -869743.562500 Penalty: 4489.234375
	Iteration 31Q: 3 clusters Score -869743.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -869755.375000 Penalty: 4489.234375
	Iteration 32Q: 3 clusters Score -869755.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -869763.625000 Penalty: 4489.234375
	Iteration 33Q: 3 clusters Score -869763.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -869771.250000 Penalty: 4489.234375
	Iteration 34Q: 3 clusters Score -869771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -869775.875000 Penalty: 4489.234375
	Iteration 35Q: 3 clusters Score -869775.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -869783.875000 Penalty: 4489.234375
	Iteration 36Q: 3 clusters Score -869783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -869785.187500 Penalty: 4489.234375
	Iteration 37Q: 3 clusters Score -869785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -869789.312500 Penalty: 4489.234375
	Iteration 38Q: 3 clusters Score -869789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -869791.375000 Penalty: 4489.234375
	Iteration 39Q: 3 clusters Score -869791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -869793.937500 Penalty: 4489.234375
	Iteration 40F: 3 clusters Score -869793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -869796.062500 Penalty: 4489.234375
	Iteration 41Q: 3 clusters Score -869796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -869801.250000 Penalty: 4489.234375
	Iteration 42Q: 3 clusters Score -869801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -869806.000000 Penalty: 4489.234375
	Iteration 43Q: 3 clusters Score -869806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -869810.500000 Penalty: 4489.234375
	Iteration 44Q: 3 clusters Score -869810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -869809.750000 Penalty: 4489.234375
	Iteration 45Q: 3 clusters Score -869809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -869809.937500 Penalty: 4489.234375
	Iteration 46Q: 3 clusters Score -869809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -869810.687500 Penalty: 4489.234375
	Iteration 47Q: 3 clusters Score -869810.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -869811.625000 Penalty: 4489.234375
	Iteration 48Q: 3 clusters Score -869811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -869809.062500 Penalty: 4489.234375
	Iteration 49Q: 3 clusters Score -869809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -869810.562500 Penalty: 4489.234375
	Iteration 50Q: 3 clusters Score -869810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -869808.875000 Penalty: 4489.234375
	Iteration 51Q: 3 clusters Score -869808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -869810.125000 Penalty: 4489.234375
	Iteration 52Q: 3 clusters Score -869810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -869812.250000 Penalty: 4489.234375
	Iteration 53Q: 3 clusters Score -869812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -869811.312500 Penalty: 4489.234375
	Iteration 54Q: 3 clusters Score -869811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -869813.937500 Penalty: 4489.234375
	Iteration 55Q: 3 clusters Score -869813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -869813.437500 Penalty: 4489.234375
	Iteration 56Q: 3 clusters Score -869813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -869813.625000 Penalty: 4489.234375
	Iteration 57Q: 3 clusters Score -869813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -869813.625000 Penalty: 4489.234375
	Iteration 58F: 3 clusters Score -869813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (12620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Entering Unmasked Estep 
Score: -1500561.500000 Penalty: 2341.873535
	Iteration 0F: 2 clusters Score -1500562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1491282.375000 Penalty: 4683.747070
	Iteration 0F: 3 clusters Score -1491282 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1494171.875000 Penalty: 4683.747070
	Iteration 1F: 3 clusters Score -1494172 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1494477.750000 Penalty: 4683.747070
	Iteration 2F: 3 clusters Score -1494478 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1494692.125000 Penalty: 4683.747070
	Iteration 3Q: 3 clusters Score -1494692 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1494893.750000 Penalty: 4683.747070
	Iteration 4Q: 3 clusters Score -1494894 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1495088.000000 Penalty: 4683.747070
	Iteration 5Q: 3 clusters Score -1495088 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1495303.250000 Penalty: 4683.747070
	Iteration 6Q: 3 clusters Score -1495303 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1495557.000000 Penalty: 4683.747070
	Iteration 7Q: 3 clusters Score -1495557 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1495883.000000 Penalty: 4683.747070
	Iteration 8Q: 3 clusters Score -1495883 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1496226.250000 Penalty: 4683.747070
	Iteration 9Q: 3 clusters Score -1496226 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1496602.250000 Penalty: 4683.747070
	Iteration 10Q: 3 clusters Score -1496602 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1496978.375000 Penalty: 4683.747070
	Iteration 11Q: 3 clusters Score -1496978 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1497375.500000 Penalty: 4683.747070
	Iteration 12Q: 3 clusters Score -1497376 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1497703.000000 Penalty: 4683.747070
	Iteration 13Q: 3 clusters Score -1497703 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1497931.375000 Penalty: 4683.747070
	Iteration 14Q: 3 clusters Score -1497931 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1498090.250000 Penalty: 4683.747070
	Iteration 15Q: 3 clusters Score -1498090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1498195.125000 Penalty: 4683.747070
	Iteration 16Q: 3 clusters Score -1498195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1498260.750000 Penalty: 4683.747070
	Iteration 17Q: 3 clusters Score -1498261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1498302.375000 Penalty: 4683.747070
	Iteration 18Q: 3 clusters Score -1498302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1498336.000000 Penalty: 4683.747070
	Iteration 19Q: 3 clusters Score -1498336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1498359.750000 Penalty: 4683.747070
	Iteration 20F: 3 clusters Score -1498360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1498381.875000 Penalty: 4683.747070
	Iteration 21Q: 3 clusters Score -1498382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1498397.750000 Penalty: 4683.747070
	Iteration 22Q: 3 clusters Score -1498398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1498413.625000 Penalty: 4683.747070
	Iteration 23Q: 3 clusters Score -1498414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1498429.625000 Penalty: 4683.747070
	Iteration 24Q: 3 clusters Score -1498430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1498444.000000 Penalty: 4683.747070
	Iteration 25Q: 3 clusters Score -1498444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1498455.625000 Penalty: 4683.747070
	Iteration 26Q: 3 clusters Score -1498456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1498462.625000 Penalty: 4683.747070
	Iteration 27Q: 3 clusters Score -1498463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1498467.375000 Penalty: 4683.747070
	Iteration 28Q: 3 clusters Score -1498467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1498469.625000 Penalty: 4683.747070
	Iteration 29Q: 3 clusters Score -1498470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1498473.250000 Penalty: 4683.747070
	Iteration 30Q: 3 clusters Score -1498473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1498474.375000 Penalty: 4683.747070
	Iteration 31Q: 3 clusters Score -1498474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1498474.000000 Penalty: 4683.747070
	Iteration 32Q: 3 clusters Score -1498474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1498474.000000 Penalty: 4683.747070
	Iteration 33F: 3 clusters Score -1498474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (17323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Entering Unmasked Estep 
Score: -2016758.750000 Penalty: 2420.427979
	Iteration 0F: 2 clusters Score -2016759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2004398.250000 Penalty: 4840.855957
	Iteration 0F: 3 clusters Score -2004398 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2008556.500000 Penalty: 4840.855957
	Iteration 1F: 3 clusters Score -2008556 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2008936.000000 Penalty: 4840.855957
	Iteration 2F: 3 clusters Score -2008936 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2009217.250000 Penalty: 4840.855957
	Iteration 3Q: 3 clusters Score -2009217 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2009428.125000 Penalty: 4840.855957
	Iteration 4Q: 3 clusters Score -2009428 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2009623.250000 Penalty: 4840.855957
	Iteration 5Q: 3 clusters Score -2009623 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2009817.750000 Penalty: 4840.855957
	Iteration 6Q: 3 clusters Score -2009818 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2010007.250000 Penalty: 4840.855957
	Iteration 7Q: 3 clusters Score -2010007 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2010181.500000 Penalty: 4840.855957
	Iteration 8Q: 3 clusters Score -2010182 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2010375.500000 Penalty: 4840.855957
	Iteration 9Q: 3 clusters Score -2010376 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2010620.875000 Penalty: 4840.855957
	Iteration 10Q: 3 clusters Score -2010621 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2010898.875000 Penalty: 4840.855957
	Iteration 11Q: 3 clusters Score -2010899 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2011229.875000 Penalty: 4840.855957
	Iteration 12Q: 3 clusters Score -2011230 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2011649.875000 Penalty: 4840.855957
	Iteration 13Q: 3 clusters Score -2011650 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2012111.625000 Penalty: 4840.855957
	Iteration 14Q: 3 clusters Score -2012112 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2012560.875000 Penalty: 4840.855957
	Iteration 15Q: 3 clusters Score -2012561 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2012944.625000 Penalty: 4840.855957
	Iteration 16Q: 3 clusters Score -2012945 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2013249.125000 Penalty: 4840.855957
	Iteration 17Q: 3 clusters Score -2013249 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2013497.000000 Penalty: 4840.855957
	Iteration 18Q: 3 clusters Score -2013497 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2013694.375000 Penalty: 4840.855957
	Iteration 19Q: 3 clusters Score -2013694 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2013832.000000 Penalty: 4840.855957
	Iteration 20F: 3 clusters Score -2013832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2013945.625000 Penalty: 4840.855957
	Iteration 21Q: 3 clusters Score -2013946 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2014038.250000 Penalty: 4840.855957
	Iteration 22Q: 3 clusters Score -2014038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2014119.625000 Penalty: 4840.855957
	Iteration 23Q: 3 clusters Score -2014120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2014213.375000 Penalty: 4840.855957
	Iteration 24Q: 3 clusters Score -2014213 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2014273.625000 Penalty: 4840.855957
	Iteration 25Q: 3 clusters Score -2014274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2014321.000000 Penalty: 4840.855957
	Iteration 26Q: 3 clusters Score -2014321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2014358.250000 Penalty: 4840.855957
	Iteration 27Q: 3 clusters Score -2014358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2014386.000000 Penalty: 4840.855957
	Iteration 28Q: 3 clusters Score -2014386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2014419.375000 Penalty: 4840.855957
	Iteration 29Q: 3 clusters Score -2014419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2014445.000000 Penalty: 4840.855957
	Iteration 30Q: 3 clusters Score -2014445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2014468.875000 Penalty: 4840.855957
	Iteration 31Q: 3 clusters Score -2014469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2014490.250000 Penalty: 4840.855957
	Iteration 32Q: 3 clusters Score -2014490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2014515.875000 Penalty: 4840.855957
	Iteration 33Q: 3 clusters Score -2014516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2014536.750000 Penalty: 4840.855957
	Iteration 34Q: 3 clusters Score -2014537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2014552.625000 Penalty: 4840.855957
	Iteration 35Q: 3 clusters Score -2014553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2014567.250000 Penalty: 4840.855957
	Iteration 36Q: 3 clusters Score -2014567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2014579.875000 Penalty: 4840.855957
	Iteration 37Q: 3 clusters Score -2014580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2014589.750000 Penalty: 4840.855957
	Iteration 38Q: 3 clusters Score -2014590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2014596.000000 Penalty: 4840.855957
	Iteration 39Q: 3 clusters Score -2014596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2014599.000000 Penalty: 4840.855957
	Iteration 40F: 3 clusters Score -2014599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2014610.875000 Penalty: 4840.855957
	Iteration 41Q: 3 clusters Score -2014611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2014610.875000 Penalty: 4840.855957
	Iteration 42Q: 3 clusters Score -2014611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2014617.875000 Penalty: 4840.855957
	Iteration 43Q: 3 clusters Score -2014618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2014621.500000 Penalty: 4840.855957
	Iteration 44Q: 3 clusters Score -2014622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2014628.250000 Penalty: 4840.855957
	Iteration 45Q: 3 clusters Score -2014628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2014630.875000 Penalty: 4840.855957
	Iteration 46Q: 3 clusters Score -2014631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2014631.625000 Penalty: 4840.855957
	Iteration 47Q: 3 clusters Score -2014632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2014632.375000 Penalty: 4840.855957
	Iteration 48Q: 3 clusters Score -2014632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2014635.000000 Penalty: 4840.855957
	Iteration 49Q: 3 clusters Score -2014635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2014634.375000 Penalty: 4840.855957
	Iteration 50Q: 3 clusters Score -2014634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2014637.250000 Penalty: 4840.855957
	Iteration 51Q: 3 clusters Score -2014637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2014637.250000 Penalty: 4840.855957
	Iteration 52F: 3 clusters Score -2014637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (10365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Entering Unmasked Estep 
Score: -1197537.250000 Penalty: 2293.055176
	Iteration 0F: 2 clusters Score -1197537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1189715.250000 Penalty: 4586.110352
	Iteration 0F: 3 clusters Score -1189715 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1191983.750000 Penalty: 4586.110352
	Iteration 1F: 3 clusters Score -1191984 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1192261.625000 Penalty: 4586.110352
	Iteration 2F: 3 clusters Score -1192262 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1192468.375000 Penalty: 4586.110352
	Iteration 3Q: 3 clusters Score -1192468 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1192658.625000 Penalty: 4586.110352
	Iteration 4Q: 3 clusters Score -1192659 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1192823.625000 Penalty: 4586.110352
	Iteration 5Q: 3 clusters Score -1192824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1192998.000000 Penalty: 4586.110352
	Iteration 6Q: 3 clusters Score -1192998 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1193179.000000 Penalty: 4586.110352
	Iteration 7Q: 3 clusters Score -1193179 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1193384.750000 Penalty: 4586.110352
	Iteration 8Q: 3 clusters Score -1193385 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1193635.000000 Penalty: 4586.110352
	Iteration 9Q: 3 clusters Score -1193635 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1193870.500000 Penalty: 4586.110352
	Iteration 10Q: 3 clusters Score -1193870 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1194081.375000 Penalty: 4586.110352
	Iteration 11Q: 3 clusters Score -1194081 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1194272.500000 Penalty: 4586.110352
	Iteration 12Q: 3 clusters Score -1194272 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1194464.625000 Penalty: 4586.110352
	Iteration 13Q: 3 clusters Score -1194465 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1194635.375000 Penalty: 4586.110352
	Iteration 14Q: 3 clusters Score -1194635 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1194785.375000 Penalty: 4586.110352
	Iteration 15Q: 3 clusters Score -1194785 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1194907.750000 Penalty: 4586.110352
	Iteration 16Q: 3 clusters Score -1194908 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1194993.750000 Penalty: 4586.110352
	Iteration 17Q: 3 clusters Score -1194994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1195070.250000 Penalty: 4586.110352
	Iteration 18Q: 3 clusters Score -1195070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1195141.500000 Penalty: 4586.110352
	Iteration 19Q: 3 clusters Score -1195142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1195203.875000 Penalty: 4586.110352
	Iteration 20F: 3 clusters Score -1195204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1195248.125000 Penalty: 4586.110352
	Iteration 21Q: 3 clusters Score -1195248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1195288.000000 Penalty: 4586.110352
	Iteration 22Q: 3 clusters Score -1195288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1195328.625000 Penalty: 4586.110352
	Iteration 23Q: 3 clusters Score -1195329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1195370.875000 Penalty: 4586.110352
	Iteration 24Q: 3 clusters Score -1195371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1195394.375000 Penalty: 4586.110352
	Iteration 25Q: 3 clusters Score -1195394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1195416.375000 Penalty: 4586.110352
	Iteration 26Q: 3 clusters Score -1195416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1195447.875000 Penalty: 4586.110352
	Iteration 27Q: 3 clusters Score -1195448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1195475.000000 Penalty: 4586.110352
	Iteration 28Q: 3 clusters Score -1195475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1195497.750000 Penalty: 4586.110352
	Iteration 29Q: 3 clusters Score -1195498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1195515.375000 Penalty: 4586.110352
	Iteration 30Q: 3 clusters Score -1195515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1195531.875000 Penalty: 4586.110352
	Iteration 31Q: 3 clusters Score -1195532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1195542.250000 Penalty: 4586.110352
	Iteration 32Q: 3 clusters Score -1195542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1195552.375000 Penalty: 4586.110352
	Iteration 33Q: 3 clusters Score -1195552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1195561.625000 Penalty: 4586.110352
	Iteration 34Q: 3 clusters Score -1195562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1195568.750000 Penalty: 4586.110352
	Iteration 35Q: 3 clusters Score -1195569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1195569.250000 Penalty: 4586.110352
	Iteration 36Q: 3 clusters Score -1195569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1195570.375000 Penalty: 4586.110352
	Iteration 37Q: 3 clusters Score -1195570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1195571.750000 Penalty: 4586.110352
	Iteration 38Q: 3 clusters Score -1195572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1195570.875000 Penalty: 4586.110352
	Iteration 39Q: 3 clusters Score -1195571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1195572.875000 Penalty: 4586.110352
	Iteration 40F: 3 clusters Score -1195573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -363394.781250 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -363394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -359617.375000 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -359617.4 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -360623.218750 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -360623.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -360930.750000 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -360930.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -361196.343750 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -361196.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -361426.781250 Penalty: 4097.845215
	Iteration 4F: 3 clusters Score -361426.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -361591.781250 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -361591.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -361701.312500 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -361701.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -361786.781250 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -361786.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -361859.375000 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -361859.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -361918.343750 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -361918.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -361980.093750 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -361980.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -362027.375000 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -362027.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -362078.593750 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -362078.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -362109.593750 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -362109.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -362136.781250 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -362136.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -362162.062500 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -362162.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -362183.093750 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -362183.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -362194.343750 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -362194.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -362212.937500 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -362212.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -362229.343750 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -362229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -362246.375000 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -362246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -362255.781250 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -362255.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -362266.187500 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -362266.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -362276.593750 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -362276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -362283.125000 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -362283.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -362291.812500 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -362291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -362302.656250 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -362302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -362306.625000 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -362306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -362311.406250 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -362311.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -362315.468750 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -362315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -362319.500000 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -362319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -362324.531250 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -362324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -362328.281250 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -362328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -362332.906250 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -362332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -362337.625000 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -362337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -362341.468750 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -362341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -362348.718750 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -362348.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -362366.531250 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -362366.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -362373.562500 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -362373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -362378.187500 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -362378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -362381.781250 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -362381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -362383.375000 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -362383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -362385.687500 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -362385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -362392.000000 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -362392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -362399.125000 Penalty: 4097.845215
	Iteration 44Q: 3 clusters Score -362399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -362399.968750 Penalty: 4097.845215
	Iteration 45Q: 3 clusters Score -362400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -362403.125000 Penalty: 4097.845215
	Iteration 46Q: 3 clusters Score -362403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -362407.343750 Penalty: 4097.845215
	Iteration 47Q: 3 clusters Score -362407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -362412.875000 Penalty: 4097.845215
	Iteration 48Q: 3 clusters Score -362412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -362417.437500 Penalty: 4097.845215
	Iteration 49Q: 3 clusters Score -362417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -362419.500000 Penalty: 4097.845215
	Iteration 50Q: 3 clusters Score -362419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -362419.437500 Penalty: 4097.845215
	Iteration 51Q: 3 clusters Score -362419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -362419.437500 Penalty: 4097.845215
	Iteration 52F: 3 clusters Score -362419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -265968.593750 Penalty: 1925.966309
	Iteration 0F: 2 clusters Score -265968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -263153.000000 Penalty: 3851.932617
	Iteration 0F: 3 clusters Score -263153 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -263723.968750 Penalty: 3851.932617
	Iteration 1F: 3 clusters Score -263724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263882.062500 Penalty: 3851.932617
	Iteration 2F: 3 clusters Score -263882.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -263970.593750 Penalty: 3851.932617
	Iteration 3Q: 3 clusters Score -263970.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -264035.937500 Penalty: 3851.932617
	Iteration 4Q: 3 clusters Score -264035.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -264075.187500 Penalty: 3851.932617
	Iteration 5Q: 3 clusters Score -264075.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -264103.781250 Penalty: 3851.932617
	Iteration 6Q: 3 clusters Score -264103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264123.875000 Penalty: 3851.932617
	Iteration 7Q: 3 clusters Score -264123.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -264142.062500 Penalty: 3851.932617
	Iteration 8Q: 3 clusters Score -264142.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264157.625000 Penalty: 3851.932617
	Iteration 9Q: 3 clusters Score -264157.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264170.156250 Penalty: 3851.932617
	Iteration 10Q: 3 clusters Score -264170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -264184.031250 Penalty: 3851.932617
	Iteration 11Q: 3 clusters Score -264184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -264201.562500 Penalty: 3851.932617
	Iteration 12Q: 3 clusters Score -264201.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264217.000000 Penalty: 3851.932617
	Iteration 13Q: 3 clusters Score -264217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264227.468750 Penalty: 3851.932617
	Iteration 14Q: 3 clusters Score -264227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -264234.125000 Penalty: 3851.932617
	Iteration 15Q: 3 clusters Score -264234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264241.687500 Penalty: 3851.932617
	Iteration 16Q: 3 clusters Score -264241.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -264246.875000 Penalty: 3851.932617
	Iteration 17Q: 3 clusters Score -264246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -264248.156250 Penalty: 3851.932617
	Iteration 18Q: 3 clusters Score -264248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264250.781250 Penalty: 3851.932617
	Iteration 19Q: 3 clusters Score -264250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264252.968750 Penalty: 3851.932617
	Iteration 20F: 3 clusters Score -264253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -609518.062500 Penalty: 2161.863281
	Iteration 0F: 2 clusters Score -609518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -604392.437500 Penalty: 4323.726562
	Iteration 0F: 3 clusters Score -604392.4 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -605874.062500 Penalty: 4323.726562
	Iteration 1F: 3 clusters Score -605874.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -606300.250000 Penalty: 4323.726562
	Iteration 2F: 3 clusters Score -606300.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -606612.312500 Penalty: 4323.726562
	Iteration 3F: 3 clusters Score -606612.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -606881.437500 Penalty: 4323.726562
	Iteration 4F: 3 clusters Score -606881.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -607166.125000 Penalty: 4323.726562
	Iteration 5F: 3 clusters Score -607166.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -607394.937500 Penalty: 4323.726562
	Iteration 6Q: 3 clusters Score -607394.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -607571.562500 Penalty: 4323.726562
	Iteration 7Q: 3 clusters Score -607571.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -607700.500000 Penalty: 4323.726562
	Iteration 8Q: 3 clusters Score -607700.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -607813.875000 Penalty: 4323.726562
	Iteration 9Q: 3 clusters Score -607813.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -607906.937500 Penalty: 4323.726562
	Iteration 10Q: 3 clusters Score -607906.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -607976.000000 Penalty: 4323.726562
	Iteration 11Q: 3 clusters Score -607976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -608051.937500 Penalty: 4323.726562
	Iteration 12Q: 3 clusters Score -608051.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -608108.500000 Penalty: 4323.726562
	Iteration 13Q: 3 clusters Score -608108.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -608158.375000 Penalty: 4323.726562
	Iteration 14Q: 3 clusters Score -608158.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -608192.562500 Penalty: 4323.726562
	Iteration 15Q: 3 clusters Score -608192.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -608223.750000 Penalty: 4323.726562
	Iteration 16Q: 3 clusters Score -608223.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -608253.625000 Penalty: 4323.726562
	Iteration 17Q: 3 clusters Score -608253.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -608289.062500 Penalty: 4323.726562
	Iteration 18Q: 3 clusters Score -608289.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -608314.937500 Penalty: 4323.726562
	Iteration 19Q: 3 clusters Score -608314.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -608339.187500 Penalty: 4323.726562
	Iteration 20F: 3 clusters Score -608339.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -608360.687500 Penalty: 4323.726562
	Iteration 21Q: 3 clusters Score -608360.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -608382.625000 Penalty: 4323.726562
	Iteration 22Q: 3 clusters Score -608382.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -608405.562500 Penalty: 4323.726562
	Iteration 23Q: 3 clusters Score -608405.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -608425.437500 Penalty: 4323.726562
	Iteration 24Q: 3 clusters Score -608425.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -608435.875000 Penalty: 4323.726562
	Iteration 25Q: 3 clusters Score -608435.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -608443.125000 Penalty: 4323.726562
	Iteration 26Q: 3 clusters Score -608443.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -608444.375000 Penalty: 4323.726562
	Iteration 27Q: 3 clusters Score -608444.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -608448.625000 Penalty: 4323.726562
	Iteration 28Q: 3 clusters Score -608448.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -608451.000000 Penalty: 4323.726562
	Iteration 29Q: 3 clusters Score -608451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -608451.812500 Penalty: 4323.726562
	Iteration 30Q: 3 clusters Score -608451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -608454.187500 Penalty: 4323.726562
	Iteration 31Q: 3 clusters Score -608454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -608456.312500 Penalty: 4323.726562
	Iteration 32Q: 3 clusters Score -608456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -608459.500000 Penalty: 4323.726562
	Iteration 33Q: 3 clusters Score -608459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -608460.375000 Penalty: 4323.726562
	Iteration 34Q: 3 clusters Score -608460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -608460.312500 Penalty: 4323.726562
	Iteration 35Q: 3 clusters Score -608460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -608461.437500 Penalty: 4323.726562
	Iteration 36Q: 3 clusters Score -608461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -608462.312500 Penalty: 4323.726562
	Iteration 37Q: 3 clusters Score -608462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -608461.937500 Penalty: 4323.726562
	Iteration 38Q: 3 clusters Score -608461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -608463.125000 Penalty: 4323.726562
	Iteration 39Q: 3 clusters Score -608463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -608465.875000 Penalty: 4323.726562
	Iteration 40F: 3 clusters Score -608465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -608466.187500 Penalty: 4323.726562
	Iteration 41Q: 3 clusters Score -608466.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -608470.750000 Penalty: 4323.726562
	Iteration 42Q: 3 clusters Score -608470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -608471.875000 Penalty: 4323.726562
	Iteration 43Q: 3 clusters Score -608471.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -608475.187500 Penalty: 4323.726562
	Iteration 44Q: 3 clusters Score -608475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -608476.812500 Penalty: 4323.726562
	Iteration 45Q: 3 clusters Score -608476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -608476.312500 Penalty: 4323.726562
	Iteration 46Q: 3 clusters Score -608476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -608477.062500 Penalty: 4323.726562
	Iteration 47Q: 3 clusters Score -608477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -608476.937500 Penalty: 4323.726562
	Iteration 48Q: 3 clusters Score -608476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -608476.937500 Penalty: 4323.726562
	Iteration 49F: 3 clusters Score -608476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -476356.437500 Penalty: 2075.723633
	Iteration 0F: 2 clusters Score -476356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -472320.437500 Penalty: 4151.447266
	Iteration 0F: 3 clusters Score -472320.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -473272.812500 Penalty: 4151.447266
	Iteration 1F: 3 clusters Score -473272.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -473506.500000 Penalty: 4151.447266
	Iteration 2F: 3 clusters Score -473506.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -473653.437500 Penalty: 4151.447266
	Iteration 3F: 3 clusters Score -473653.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -473759.437500 Penalty: 4151.447266
	Iteration 4Q: 3 clusters Score -473759.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -473850.812500 Penalty: 4151.447266
	Iteration 5Q: 3 clusters Score -473850.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -473936.718750 Penalty: 4151.447266
	Iteration 6Q: 3 clusters Score -473936.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -474018.968750 Penalty: 4151.447266
	Iteration 7Q: 3 clusters Score -474019 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -474124.312500 Penalty: 4151.447266
	Iteration 8Q: 3 clusters Score -474124.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -474237.843750 Penalty: 4151.447266
	Iteration 9Q: 3 clusters Score -474237.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -474330.968750 Penalty: 4151.447266
	Iteration 10Q: 3 clusters Score -474331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -474412.562500 Penalty: 4151.447266
	Iteration 11Q: 3 clusters Score -474412.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -474491.156250 Penalty: 4151.447266
	Iteration 12Q: 3 clusters Score -474491.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -474553.531250 Penalty: 4151.447266
	Iteration 13Q: 3 clusters Score -474553.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -474594.906250 Penalty: 4151.447266
	Iteration 14Q: 3 clusters Score -474594.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -474638.062500 Penalty: 4151.447266
	Iteration 15Q: 3 clusters Score -474638.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -474664.031250 Penalty: 4151.447266
	Iteration 16Q: 3 clusters Score -474664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -474682.812500 Penalty: 4151.447266
	Iteration 17Q: 3 clusters Score -474682.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -474695.031250 Penalty: 4151.447266
	Iteration 18Q: 3 clusters Score -474695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -474705.281250 Penalty: 4151.447266
	Iteration 19Q: 3 clusters Score -474705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -474714.031250 Penalty: 4151.447266
	Iteration 20F: 3 clusters Score -474714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -474720.968750 Penalty: 4151.447266
	Iteration 21Q: 3 clusters Score -474721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -474725.718750 Penalty: 4151.447266
	Iteration 22Q: 3 clusters Score -474725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -474732.343750 Penalty: 4151.447266
	Iteration 23Q: 3 clusters Score -474732.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -474740.687500 Penalty: 4151.447266
	Iteration 24Q: 3 clusters Score -474740.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -474748.781250 Penalty: 4151.447266
	Iteration 25Q: 3 clusters Score -474748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -474757.250000 Penalty: 4151.447266
	Iteration 26Q: 3 clusters Score -474757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -474766.031250 Penalty: 4151.447266
	Iteration 27Q: 3 clusters Score -474766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -474772.625000 Penalty: 4151.447266
	Iteration 28Q: 3 clusters Score -474772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -474780.343750 Penalty: 4151.447266
	Iteration 29Q: 3 clusters Score -474780.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -474790.000000 Penalty: 4151.447266
	Iteration 30Q: 3 clusters Score -474790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -474794.406250 Penalty: 4151.447266
	Iteration 31Q: 3 clusters Score -474794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474798.437500 Penalty: 4151.447266
	Iteration 32Q: 3 clusters Score -474798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -474801.187500 Penalty: 4151.447266
	Iteration 33Q: 3 clusters Score -474801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -474804.375000 Penalty: 4151.447266
	Iteration 34Q: 3 clusters Score -474804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -474806.000000 Penalty: 4151.447266
	Iteration 35Q: 3 clusters Score -474806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -474808.750000 Penalty: 4151.447266
	Iteration 36Q: 3 clusters Score -474808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -474811.843750 Penalty: 4151.447266
	Iteration 37Q: 3 clusters Score -474811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -474815.781250 Penalty: 4151.447266
	Iteration 38Q: 3 clusters Score -474815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -474822.812500 Penalty: 4151.447266
	Iteration 39Q: 3 clusters Score -474822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -474827.406250 Penalty: 4151.447266
	Iteration 40F: 3 clusters Score -474827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -474831.093750 Penalty: 4151.447266
	Iteration 41Q: 3 clusters Score -474831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -474834.031250 Penalty: 4151.447266
	Iteration 42Q: 3 clusters Score -474834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -474840.937500 Penalty: 4151.447266
	Iteration 43Q: 3 clusters Score -474840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -474844.812500 Penalty: 4151.447266
	Iteration 44Q: 3 clusters Score -474844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -474847.593750 Penalty: 4151.447266
	Iteration 45Q: 3 clusters Score -474847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -474850.656250 Penalty: 4151.447266
	Iteration 46Q: 3 clusters Score -474850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -474851.906250 Penalty: 4151.447266
	Iteration 47Q: 3 clusters Score -474851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -474852.750000 Penalty: 4151.447266
	Iteration 48Q: 3 clusters Score -474852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -474854.187500 Penalty: 4151.447266
	Iteration 49Q: 3 clusters Score -474854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -474855.031250 Penalty: 4151.447266
	Iteration 50Q: 3 clusters Score -474855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -474857.437500 Penalty: 4151.447266
	Iteration 51Q: 3 clusters Score -474857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -474856.531250 Penalty: 4151.447266
	Iteration 52Q: 3 clusters Score -474856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -474857.156250 Penalty: 4151.447266
	Iteration 53Q: 3 clusters Score -474857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -474859.187500 Penalty: 4151.447266
	Iteration 54Q: 3 clusters Score -474859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -474860.468750 Penalty: 4151.447266
	Iteration 55Q: 3 clusters Score -474860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -474861.375000 Penalty: 4151.447266
	Iteration 56Q: 3 clusters Score -474861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -474863.687500 Penalty: 4151.447266
	Iteration 57Q: 3 clusters Score -474863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -474865.843750 Penalty: 4151.447266
	Iteration 58Q: 3 clusters Score -474865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -474866.281250 Penalty: 4151.447266
	Iteration 59Q: 3 clusters Score -474866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -474866.531250 Penalty: 4151.447266
	Iteration 60F: 3 clusters Score -474866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -474865.968750 Penalty: 4151.447266
	Iteration 61Q: 3 clusters Score -474866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -474867.000000 Penalty: 4151.447266
	Iteration 62Q: 3 clusters Score -474867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -474868.125000 Penalty: 4151.447266
	Iteration 63Q: 3 clusters Score -474868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -474867.968750 Penalty: 4151.447266
	Iteration 64Q: 3 clusters Score -474868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -474867.968750 Penalty: 4151.447266
	Iteration 65F: 3 clusters Score -474868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -420204.562500 Penalty: 2039.924683
	Iteration 0F: 2 clusters Score -420204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -416476.781250 Penalty: 4079.849365
	Iteration 0F: 3 clusters Score -416476.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -417273.562500 Penalty: 4079.849365
	Iteration 1F: 3 clusters Score -417273.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -417506.187500 Penalty: 4079.849365
	Iteration 2F: 3 clusters Score -417506.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -417661.781250 Penalty: 4079.849365
	Iteration 3F: 3 clusters Score -417661.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -417776.250000 Penalty: 4079.849365
	Iteration 4Q: 3 clusters Score -417776.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417855.718750 Penalty: 4079.849365
	Iteration 5Q: 3 clusters Score -417855.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -417920.843750 Penalty: 4079.849365
	Iteration 6Q: 3 clusters Score -417920.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -417971.500000 Penalty: 4079.849365
	Iteration 7Q: 3 clusters Score -417971.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -418009.937500 Penalty: 4079.849365
	Iteration 8Q: 3 clusters Score -418009.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -418037.125000 Penalty: 4079.849365
	Iteration 9Q: 3 clusters Score -418037.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -418061.875000 Penalty: 4079.849365
	Iteration 10Q: 3 clusters Score -418061.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -418092.000000 Penalty: 4079.849365
	Iteration 11Q: 3 clusters Score -418092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -418131.500000 Penalty: 4079.849365
	Iteration 12Q: 3 clusters Score -418131.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -418172.031250 Penalty: 4079.849365
	Iteration 13Q: 3 clusters Score -418172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -418213.031250 Penalty: 4079.849365
	Iteration 14Q: 3 clusters Score -418213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -418254.187500 Penalty: 4079.849365
	Iteration 15Q: 3 clusters Score -418254.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -418284.687500 Penalty: 4079.849365
	Iteration 16Q: 3 clusters Score -418284.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -418321.812500 Penalty: 4079.849365
	Iteration 17Q: 3 clusters Score -418321.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -418358.156250 Penalty: 4079.849365
	Iteration 18Q: 3 clusters Score -418358.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -418397.406250 Penalty: 4079.849365
	Iteration 19Q: 3 clusters Score -418397.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -418439.531250 Penalty: 4079.849365
	Iteration 20F: 3 clusters Score -418439.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -418490.687500 Penalty: 4079.849365
	Iteration 21Q: 3 clusters Score -418490.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -418553.156250 Penalty: 4079.849365
	Iteration 22Q: 3 clusters Score -418553.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -418663.062500 Penalty: 4079.849365
	Iteration 23Q: 3 clusters Score -418663.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -418939.718750 Penalty: 4079.849365
	Iteration 24Q: 3 clusters Score -418939.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -419732.312500 Penalty: 4079.849365
	Iteration 25F: 3 clusters Score -419732.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -420527.468750 Penalty: 4079.849365
	Iteration 26Q: 3 clusters Score -420527.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -420779.437500 Penalty: 4079.849365
	Iteration 27Q: 3 clusters Score -420779.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -420835.093750 Penalty: 4079.849365
	Iteration 28Q: 3 clusters Score -420835.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -420849.343750 Penalty: 4079.849365
	Iteration 29Q: 3 clusters Score -420849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -420854.875000 Penalty: 4079.849365
	Iteration 30Q: 3 clusters Score -420854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -420858.531250 Penalty: 4079.849365
	Iteration 31Q: 3 clusters Score -420858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -420858.531250 Penalty: 4079.849365
	Iteration 32F: 3 clusters Score -420858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 2096 members 
Mstep: Class 99 contains 1639 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
Score: -212292080.000000 Penalty: 366495.125000
Splitting cluster 98 changes total score from -212293536.000000 to -212292080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 100 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -827674.312500 Penalty: 2209.087891
	Iteration 0F: 2 clusters Score -827674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -821600.812500 Penalty: 4418.175781
	Iteration 0F: 3 clusters Score -821600.8 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -823240.312500 Penalty: 4418.175781
	Iteration 1F: 3 clusters Score -823240.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -823531.500000 Penalty: 4418.175781
	Iteration 2F: 3 clusters Score -823531.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -823715.375000 Penalty: 4418.175781
	Iteration 3F: 3 clusters Score -823715.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -823856.500000 Penalty: 4418.175781
	Iteration 4Q: 3 clusters Score -823856.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -823961.250000 Penalty: 4418.175781
	Iteration 5Q: 3 clusters Score -823961.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -824048.750000 Penalty: 4418.175781
	Iteration 6Q: 3 clusters Score -824048.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -824133.812500 Penalty: 4418.175781
	Iteration 7Q: 3 clusters Score -824133.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -824224.812500 Penalty: 4418.175781
	Iteration 8Q: 3 clusters Score -824224.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -824328.437500 Penalty: 4418.175781
	Iteration 9Q: 3 clusters Score -824328.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -824429.062500 Penalty: 4418.175781
	Iteration 10Q: 3 clusters Score -824429.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -824547.000000 Penalty: 4418.175781
	Iteration 11Q: 3 clusters Score -824547 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -824673.625000 Penalty: 4418.175781
	Iteration 12Q: 3 clusters Score -824673.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -824800.375000 Penalty: 4418.175781
	Iteration 13Q: 3 clusters Score -824800.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -824929.750000 Penalty: 4418.175781
	Iteration 14Q: 3 clusters Score -824929.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -825064.625000 Penalty: 4418.175781
	Iteration 15Q: 3 clusters Score -825064.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -825159.437500 Penalty: 4418.175781
	Iteration 16Q: 3 clusters Score -825159.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -825250.375000 Penalty: 4418.175781
	Iteration 17Q: 3 clusters Score -825250.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -825327.375000 Penalty: 4418.175781
	Iteration 18Q: 3 clusters Score -825327.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -825387.187500 Penalty: 4418.175781
	Iteration 19Q: 3 clusters Score -825387.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -825431.687500 Penalty: 4418.175781
	Iteration 20F: 3 clusters Score -825431.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -825469.937500 Penalty: 4418.175781
	Iteration 21Q: 3 clusters Score -825469.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -825500.437500 Penalty: 4418.175781
	Iteration 22Q: 3 clusters Score -825500.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -825528.625000 Penalty: 4418.175781
	Iteration 23Q: 3 clusters Score -825528.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -825554.000000 Penalty: 4418.175781
	Iteration 24Q: 3 clusters Score -825554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -825581.125000 Penalty: 4418.175781
	Iteration 25Q: 3 clusters Score -825581.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -825594.687500 Penalty: 4418.175781
	Iteration 26Q: 3 clusters Score -825594.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -825614.250000 Penalty: 4418.175781
	Iteration 27Q: 3 clusters Score -825614.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -825636.250000 Penalty: 4418.175781
	Iteration 28Q: 3 clusters Score -825636.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -825657.875000 Penalty: 4418.175781
	Iteration 29Q: 3 clusters Score -825657.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -825676.750000 Penalty: 4418.175781
	Iteration 30Q: 3 clusters Score -825676.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -825686.750000 Penalty: 4418.175781
	Iteration 31Q: 3 clusters Score -825686.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -825699.312500 Penalty: 4418.175781
	Iteration 32Q: 3 clusters Score -825699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -825709.062500 Penalty: 4418.175781
	Iteration 33Q: 3 clusters Score -825709.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -825716.062500 Penalty: 4418.175781
	Iteration 34Q: 3 clusters Score -825716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -825727.062500 Penalty: 4418.175781
	Iteration 35Q: 3 clusters Score -825727.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -825736.687500 Penalty: 4418.175781
	Iteration 36Q: 3 clusters Score -825736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -825740.500000 Penalty: 4418.175781
	Iteration 37Q: 3 clusters Score -825740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -825741.250000 Penalty: 4418.175781
	Iteration 38Q: 3 clusters Score -825741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -825745.562500 Penalty: 4418.175781
	Iteration 39Q: 3 clusters Score -825745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -825744.812500 Penalty: 4418.175781
	Iteration 40F: 3 clusters Score -825744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -825747.000000 Penalty: 4418.175781
	Iteration 41Q: 3 clusters Score -825747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -825747.000000 Penalty: 4418.175781
	Iteration 42F: 3 clusters Score -825747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -219679.515625 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -219679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -216902.812500 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -216902.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -217454.140625 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -217454.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -217637.437500 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -217637.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217728.765625 Penalty: 3812.791992
	Iteration 3Q: 3 clusters Score -217728.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217788.125000 Penalty: 3812.791992
	Iteration 4Q: 3 clusters Score -217788.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217822.328125 Penalty: 3812.791992
	Iteration 5Q: 3 clusters Score -217822.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -217852.281250 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -217852.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217878.093750 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -217878.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -217904.343750 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -217904.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217924.437500 Penalty: 3812.791992
	Iteration 9Q: 3 clusters Score -217924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217938.781250 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -217938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -217944.031250 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -217944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -217950.093750 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -217950.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217958.421875 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -217958.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -217967.531250 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -217967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -217975.328125 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -217975.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217988.250000 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -217988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -217999.375000 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -217999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -218006.171875 Penalty: 3812.791992
	Iteration 18Q: 3 clusters Score -218006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218009.968750 Penalty: 3812.791992
	Iteration 19Q: 3 clusters Score -218010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218019.828125 Penalty: 3812.791992
	Iteration 20F: 3 clusters Score -218019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -218033.453125 Penalty: 3812.791992
	Iteration 21Q: 3 clusters Score -218033.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218047.265625 Penalty: 3812.791992
	Iteration 22Q: 3 clusters Score -218047.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -218056.671875 Penalty: 3812.791992
	Iteration 23Q: 3 clusters Score -218056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -218063.078125 Penalty: 3812.791992
	Iteration 24Q: 3 clusters Score -218063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -218070.406250 Penalty: 3812.791992
	Iteration 25Q: 3 clusters Score -218070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218073.859375 Penalty: 3812.791992
	Iteration 26Q: 3 clusters Score -218073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218075.281250 Penalty: 3812.791992
	Iteration 27Q: 3 clusters Score -218075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -218075.859375 Penalty: 3812.791992
	Iteration 28Q: 3 clusters Score -218075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218076.625000 Penalty: 3812.791992
	Iteration 29Q: 3 clusters Score -218076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218077.828125 Penalty: 3812.791992
	Iteration 30Q: 3 clusters Score -218077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218077.828125 Penalty: 3812.791992
	Iteration 31F: 3 clusters Score -218077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -1080161.750000 Penalty: 2270.292236
	Iteration 0F: 2 clusters Score -1080162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1072775.500000 Penalty: 4540.584473
	Iteration 0F: 3 clusters Score -1072776 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1074799.125000 Penalty: 4540.584473
	Iteration 1F: 3 clusters Score -1074799 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1075070.375000 Penalty: 4540.584473
	Iteration 2F: 3 clusters Score -1075070 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1075246.750000 Penalty: 4540.584473
	Iteration 3Q: 3 clusters Score -1075247 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1075387.125000 Penalty: 4540.584473
	Iteration 4Q: 3 clusters Score -1075387 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1075495.625000 Penalty: 4540.584473
	Iteration 5Q: 3 clusters Score -1075496 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1075591.750000 Penalty: 4540.584473
	Iteration 6Q: 3 clusters Score -1075592 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1075692.250000 Penalty: 4540.584473
	Iteration 7Q: 3 clusters Score -1075692 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1075780.875000 Penalty: 4540.584473
	Iteration 8Q: 3 clusters Score -1075781 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1075872.625000 Penalty: 4540.584473
	Iteration 9Q: 3 clusters Score -1075873 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1075950.125000 Penalty: 4540.584473
	Iteration 10Q: 3 clusters Score -1075950 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1076025.500000 Penalty: 4540.584473
	Iteration 11Q: 3 clusters Score -1076026 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1076108.875000 Penalty: 4540.584473
	Iteration 12Q: 3 clusters Score -1076109 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1076210.375000 Penalty: 4540.584473
	Iteration 13Q: 3 clusters Score -1076210 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1076315.625000 Penalty: 4540.584473
	Iteration 14Q: 3 clusters Score -1076316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1076413.625000 Penalty: 4540.584473
	Iteration 15Q: 3 clusters Score -1076414 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1076510.125000 Penalty: 4540.584473
	Iteration 16Q: 3 clusters Score -1076510 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1076608.500000 Penalty: 4540.584473
	Iteration 17Q: 3 clusters Score -1076608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1076720.125000 Penalty: 4540.584473
	Iteration 18Q: 3 clusters Score -1076720 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1076818.125000 Penalty: 4540.584473
	Iteration 19Q: 3 clusters Score -1076818 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1076912.000000 Penalty: 4540.584473
	Iteration 20F: 3 clusters Score -1076912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1076996.625000 Penalty: 4540.584473
	Iteration 21Q: 3 clusters Score -1076997 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1077066.875000 Penalty: 4540.584473
	Iteration 22Q: 3 clusters Score -1077067 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1077129.750000 Penalty: 4540.584473
	Iteration 23Q: 3 clusters Score -1077130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1077180.875000 Penalty: 4540.584473
	Iteration 24Q: 3 clusters Score -1077181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1077223.000000 Penalty: 4540.584473
	Iteration 25Q: 3 clusters Score -1077223 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1077257.750000 Penalty: 4540.584473
	Iteration 26Q: 3 clusters Score -1077258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1077292.125000 Penalty: 4540.584473
	Iteration 27Q: 3 clusters Score -1077292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1077323.000000 Penalty: 4540.584473
	Iteration 28Q: 3 clusters Score -1077323 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1077340.750000 Penalty: 4540.584473
	Iteration 29Q: 3 clusters Score -1077341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1077360.875000 Penalty: 4540.584473
	Iteration 30Q: 3 clusters Score -1077361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1077373.000000 Penalty: 4540.584473
	Iteration 31Q: 3 clusters Score -1077373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1077384.750000 Penalty: 4540.584473
	Iteration 32Q: 3 clusters Score -1077385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1077394.250000 Penalty: 4540.584473
	Iteration 33Q: 3 clusters Score -1077394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1077404.875000 Penalty: 4540.584473
	Iteration 34Q: 3 clusters Score -1077405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1077426.500000 Penalty: 4540.584473
	Iteration 35Q: 3 clusters Score -1077426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1077444.125000 Penalty: 4540.584473
	Iteration 36Q: 3 clusters Score -1077444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1077462.125000 Penalty: 4540.584473
	Iteration 37Q: 3 clusters Score -1077462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1077479.500000 Penalty: 4540.584473
	Iteration 38Q: 3 clusters Score -1077480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1077503.125000 Penalty: 4540.584473
	Iteration 39Q: 3 clusters Score -1077503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1077519.875000 Penalty: 4540.584473
	Iteration 40F: 3 clusters Score -1077520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1077536.500000 Penalty: 4540.584473
	Iteration 41Q: 3 clusters Score -1077536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1077547.625000 Penalty: 4540.584473
	Iteration 42Q: 3 clusters Score -1077548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1077556.875000 Penalty: 4540.584473
	Iteration 43Q: 3 clusters Score -1077557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1077566.875000 Penalty: 4540.584473
	Iteration 44Q: 3 clusters Score -1077567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1077578.500000 Penalty: 4540.584473
	Iteration 45Q: 3 clusters Score -1077578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1077587.875000 Penalty: 4540.584473
	Iteration 46Q: 3 clusters Score -1077588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1077602.250000 Penalty: 4540.584473
	Iteration 47Q: 3 clusters Score -1077602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1077617.625000 Penalty: 4540.584473
	Iteration 48Q: 3 clusters Score -1077618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1077632.875000 Penalty: 4540.584473
	Iteration 49Q: 3 clusters Score -1077633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1077642.000000 Penalty: 4540.584473
	Iteration 50Q: 3 clusters Score -1077642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1077653.625000 Penalty: 4540.584473
	Iteration 51Q: 3 clusters Score -1077654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1077666.000000 Penalty: 4540.584473
	Iteration 52Q: 3 clusters Score -1077666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1077683.250000 Penalty: 4540.584473
	Iteration 53Q: 3 clusters Score -1077683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1077703.750000 Penalty: 4540.584473
	Iteration 54Q: 3 clusters Score -1077704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1077723.375000 Penalty: 4540.584473
	Iteration 55Q: 3 clusters Score -1077723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1077745.875000 Penalty: 4540.584473
	Iteration 56Q: 3 clusters Score -1077746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1077767.500000 Penalty: 4540.584473
	Iteration 57Q: 3 clusters Score -1077768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1077789.125000 Penalty: 4540.584473
	Iteration 58Q: 3 clusters Score -1077789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1077825.500000 Penalty: 4540.584473
	Iteration 59Q: 3 clusters Score -1077826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1077856.250000 Penalty: 4540.584473
	Iteration 60F: 3 clusters Score -1077856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1077877.875000 Penalty: 4540.584473
	Iteration 61Q: 3 clusters Score -1077878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1077902.500000 Penalty: 4540.584473
	Iteration 62Q: 3 clusters Score -1077902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1077925.000000 Penalty: 4540.584473
	Iteration 63Q: 3 clusters Score -1077925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1077950.375000 Penalty: 4540.584473
	Iteration 64Q: 3 clusters Score -1077950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1077969.250000 Penalty: 4540.584473
	Iteration 65Q: 3 clusters Score -1077969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1077986.250000 Penalty: 4540.584473
	Iteration 66Q: 3 clusters Score -1077986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1077995.625000 Penalty: 4540.584473
	Iteration 67Q: 3 clusters Score -1077996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1078006.125000 Penalty: 4540.584473
	Iteration 68Q: 3 clusters Score -1078006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1078012.875000 Penalty: 4540.584473
	Iteration 69Q: 3 clusters Score -1078013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1078025.375000 Penalty: 4540.584473
	Iteration 70Q: 3 clusters Score -1078025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1078035.875000 Penalty: 4540.584473
	Iteration 71Q: 3 clusters Score -1078036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1078049.250000 Penalty: 4540.584473
	Iteration 72Q: 3 clusters Score -1078049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1078061.750000 Penalty: 4540.584473
	Iteration 73Q: 3 clusters Score -1078062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1078071.625000 Penalty: 4540.584473
	Iteration 74Q: 3 clusters Score -1078072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1078077.375000 Penalty: 4540.584473
	Iteration 75Q: 3 clusters Score -1078077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1078080.625000 Penalty: 4540.584473
	Iteration 76Q: 3 clusters Score -1078081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1078087.125000 Penalty: 4540.584473
	Iteration 77Q: 3 clusters Score -1078087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1078098.625000 Penalty: 4540.584473
	Iteration 78Q: 3 clusters Score -1078099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1078105.750000 Penalty: 4540.584473
	Iteration 79Q: 3 clusters Score -1078106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1078111.250000 Penalty: 4540.584473
	Iteration 80F: 3 clusters Score -1078111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1078113.875000 Penalty: 4540.584473
	Iteration 81Q: 3 clusters Score -1078114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1078121.375000 Penalty: 4540.584473
	Iteration 82Q: 3 clusters Score -1078121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1078122.750000 Penalty: 4540.584473
	Iteration 83Q: 3 clusters Score -1078123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1078128.000000 Penalty: 4540.584473
	Iteration 84Q: 3 clusters Score -1078128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1078132.750000 Penalty: 4540.584473
	Iteration 85Q: 3 clusters Score -1078133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1078136.375000 Penalty: 4540.584473
	Iteration 86Q: 3 clusters Score -1078136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1078136.625000 Penalty: 4540.584473
	Iteration 87Q: 3 clusters Score -1078137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1078143.250000 Penalty: 4540.584473
	Iteration 88Q: 3 clusters Score -1078143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1078146.875000 Penalty: 4540.584473
	Iteration 89Q: 3 clusters Score -1078147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1078147.500000 Penalty: 4540.584473
	Iteration 90Q: 3 clusters Score -1078148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1078148.000000 Penalty: 4540.584473
	Iteration 91Q: 3 clusters Score -1078148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1078149.000000 Penalty: 4540.584473
	Iteration 92Q: 3 clusters Score -1078149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1078150.625000 Penalty: 4540.584473
	Iteration 93Q: 3 clusters Score -1078151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1078151.875000 Penalty: 4540.584473
	Iteration 94Q: 3 clusters Score -1078152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1078155.500000 Penalty: 4540.584473
	Iteration 95Q: 3 clusters Score -1078156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1078156.125000 Penalty: 4540.584473
	Iteration 96Q: 3 clusters Score -1078156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1078155.000000 Penalty: 4540.584473
	Iteration 97Q: 3 clusters Score -1078155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1078155.500000 Penalty: 4540.584473
	Iteration 98Q: 3 clusters Score -1078156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1078157.375000 Penalty: 4540.584473
	Iteration 99Q: 3 clusters Score -1078157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1078157.750000 Penalty: 4540.584473
	Iteration 100F: 3 clusters Score -1078158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1078157.250000 Penalty: 4540.584473
	Iteration 101Q: 3 clusters Score -1078157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1078156.375000 Penalty: 4540.584473
	Iteration 102Q: 3 clusters Score -1078156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1078154.875000 Penalty: 4540.584473
	Iteration 103Q: 3 clusters Score -1078155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1078157.750000 Penalty: 4540.584473
	Iteration 104Q: 3 clusters Score -1078158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1078157.500000 Penalty: 4540.584473
	Iteration 105Q: 3 clusters Score -1078158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1078158.250000 Penalty: 4540.584473
	Iteration 106Q: 3 clusters Score -1078158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1078158.250000 Penalty: 4540.584473
	Iteration 107F: 3 clusters Score -1078158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6593 members 
Mstep: Class 17 contains 51059 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84958 members 
Mstep: Class 23 contains 12728 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11944 members 
Mstep: Class 33 contains 132762 members 
Mstep: Class 34 contains 140882 members 
Mstep: Class 35 contains 25099 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23965 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 9085 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24946 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11167 members 
Mstep: Class 50 contains 8858 members 
Mstep: Class 51 contains 20123 members 
Mstep: Class 52 contains 33749 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3222 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 14803 members 
Mstep: Class 59 contains 25779 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3596 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54513 members 
Mstep: Class 65 contains 4874 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8131 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18654 members 
Mstep: Class 73 contains 16690 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37020 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1388 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5028 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3808 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9049 members 
Mstep: Class 90 contains 8526 members 
Mstep: Class 91 contains 12620 members 
Mstep: Class 92 contains 17323 members 
Mstep: Class 93 contains 10365 members 
Mstep: Class 94 contains 3873 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7388 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293504.000000 Penalty: 362902.031250
Iteration 199Q: 102 clusters Score -2.122935e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78186 members 
Mstep: Class 4 contains 28445 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 55504 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248400 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 8985 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 19359 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 84938 members 
Mstep: Class 23 contains 12721 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33742 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9536 members 
Mstep: Class 29 contains 172244 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12565 members 
Mstep: Class 32 contains 11938 members 
Mstep: Class 33 contains 132764 members 
Mstep: Class 34 contains 140874 members 
Mstep: Class 35 contains 25093 members 
Mstep: Class 36 contains 6240 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23943 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18758 members 
Mstep: Class 42 contains 6511 members 
Mstep: Class 43 contains 9084 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24938 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9167 members 
Mstep: Class 48 contains 41874 members 
Mstep: Class 49 contains 11158 members 
Mstep: Class 50 contains 8854 members 
Mstep: Class 51 contains 20136 members 
Mstep: Class 52 contains 33746 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11529 members 
Mstep: Class 55 contains 3224 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3656 members 
Mstep: Class 58 contains 14796 members 
Mstep: Class 59 contains 25778 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54512 members 
Mstep: Class 65 contains 4873 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4955 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6194 members 
Mstep: Class 72 contains 18657 members 
Mstep: Class 73 contains 16691 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37024 members 
Mstep: Class 78 contains 56366 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1390 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5035 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2602 members 
Mstep: Class 85 contains 3809 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11705 members 
Mstep: Class 88 contains 4017 members 
Mstep: Class 89 contains 9065 members 
Mstep: Class 90 contains 8527 members 
Mstep: Class 91 contains 12637 members 
Mstep: Class 92 contains 17350 members 
Mstep: Class 93 contains 10374 members 
Mstep: Class 94 contains 3881 members 
Mstep: Class 95 contains 2359 members 
Mstep: Class 96 contains 6107 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7387 members 
Mstep: Class 101 contains 2178 members 
Mstep: Class 102 contains 9458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293584.000000 Penalty: 362902.031250
Iteration 200F: 102 clusters Score -2.122936e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78171 members 
Mstep: Class 4 contains 28462 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55485 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248406 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 8985 members 
Mstep: Class 15 contains 25590 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 51054 members 
Mstep: Class 18 contains 19358 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 84927 members 
Mstep: Class 23 contains 12712 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33744 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9531 members 
Mstep: Class 29 contains 172262 members 
Mstep: Class 30 contains 9129 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 11931 members 
Mstep: Class 33 contains 132767 members 
Mstep: Class 34 contains 140860 members 
Mstep: Class 35 contains 25090 members 
Mstep: Class 36 contains 6241 members 
Mstep: Class 37 contains 3723 members 
Mstep: Class 38 contains 23921 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18753 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 9081 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24931 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9163 members 
Mstep: Class 48 contains 41877 members 
Mstep: Class 49 contains 11156 members 
Mstep: Class 50 contains 8852 members 
Mstep: Class 51 contains 20151 members 
Mstep: Class 52 contains 33740 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11528 members 
Mstep: Class 55 contains 3225 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3656 members 
Mstep: Class 58 contains 14793 members 
Mstep: Class 59 contains 25769 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4875 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6196 members 
Mstep: Class 72 contains 18663 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37031 members 
Mstep: Class 78 contains 56362 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1391 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5047 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2603 members 
Mstep: Class 85 contains 3812 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 4013 members 
Mstep: Class 89 contains 9063 members 
Mstep: Class 90 contains 8528 members 
Mstep: Class 91 contains 12649 members 
Mstep: Class 92 contains 17368 members 
Mstep: Class 93 contains 10379 members 
Mstep: Class 94 contains 3890 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6108 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7386 members 
Mstep: Class 101 contains 2177 members 
Mstep: Class 102 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293712.000000 Penalty: 362902.031250
Iteration 201Q: 102 clusters Score -2.122937e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78156 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 12791 members 
Mstep: Class 6 contains 55480 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248404 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 8986 members 
Mstep: Class 15 contains 25590 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 19356 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 84907 members 
Mstep: Class 23 contains 12709 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33744 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 172268 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 11931 members 
Mstep: Class 33 contains 132765 members 
Mstep: Class 34 contains 140855 members 
Mstep: Class 35 contains 25089 members 
Mstep: Class 36 contains 6242 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 23894 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18748 members 
Mstep: Class 42 contains 6495 members 
Mstep: Class 43 contains 9081 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24934 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9162 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11152 members 
Mstep: Class 50 contains 8849 members 
Mstep: Class 51 contains 20166 members 
Mstep: Class 52 contains 33737 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11530 members 
Mstep: Class 55 contains 3225 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3656 members 
Mstep: Class 58 contains 14789 members 
Mstep: Class 59 contains 25758 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5170 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54510 members 
Mstep: Class 65 contains 4877 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6194 members 
Mstep: Class 72 contains 18666 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6922 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 37028 members 
Mstep: Class 78 contains 56361 members 
Mstep: Class 79 contains 8935 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5061 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2606 members 
Mstep: Class 85 contains 3813 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 4008 members 
Mstep: Class 89 contains 9057 members 
Mstep: Class 90 contains 8529 members 
Mstep: Class 91 contains 12667 members 
Mstep: Class 92 contains 17392 members 
Mstep: Class 93 contains 10384 members 
Mstep: Class 94 contains 3894 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6109 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7385 members 
Mstep: Class 101 contains 2175 members 
Mstep: Class 102 contains 9456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294016.000000 Penalty: 362902.031250
Iteration 202Q: 102 clusters Score -2.12294e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78145 members 
Mstep: Class 4 contains 28478 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55473 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248397 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 8986 members 
Mstep: Class 15 contains 25591 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 51058 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 84883 members 
Mstep: Class 23 contains 12709 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33744 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 172266 members 
Mstep: Class 30 contains 9146 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 11928 members 
Mstep: Class 33 contains 132761 members 
Mstep: Class 34 contains 140852 members 
Mstep: Class 35 contains 25085 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 23876 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18745 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 9081 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24932 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9165 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11146 members 
Mstep: Class 50 contains 8848 members 
Mstep: Class 51 contains 20176 members 
Mstep: Class 52 contains 33731 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11528 members 
Mstep: Class 55 contains 3226 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3656 members 
Mstep: Class 58 contains 14784 members 
Mstep: Class 59 contains 25756 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 3594 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4878 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6192 members 
Mstep: Class 72 contains 18664 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2572 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37026 members 
Mstep: Class 78 contains 56364 members 
Mstep: Class 79 contains 8933 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5072 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2606 members 
Mstep: Class 85 contains 3814 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 4005 members 
Mstep: Class 89 contains 9061 members 
Mstep: Class 90 contains 8530 members 
Mstep: Class 91 contains 12687 members 
Mstep: Class 92 contains 17418 members 
Mstep: Class 93 contains 10387 members 
Mstep: Class 94 contains 3898 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6111 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7385 members 
Mstep: Class 101 contains 2177 members 
Mstep: Class 102 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294048.000000 Penalty: 362902.031250
Iteration 203Q: 102 clusters Score -2.12294e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78131 members 
Mstep: Class 4 contains 28486 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55469 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248398 members 
Mstep: Class 13 contains 7186 members 
Mstep: Class 14 contains 8988 members 
Mstep: Class 15 contains 25591 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 51058 members 
Mstep: Class 18 contains 19348 members 
Mstep: Class 19 contains 9492 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15367 members 
Mstep: Class 22 contains 84862 members 
Mstep: Class 23 contains 12708 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33745 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9502 members 
Mstep: Class 29 contains 172265 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 12572 members 
Mstep: Class 32 contains 11922 members 
Mstep: Class 33 contains 132761 members 
Mstep: Class 34 contains 140849 members 
Mstep: Class 35 contains 25078 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3724 members 
Mstep: Class 38 contains 23863 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18743 members 
Mstep: Class 42 contains 6486 members 
Mstep: Class 43 contains 9081 members 
Mstep: Class 44 contains 2536 members 
Mstep: Class 45 contains 24930 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9166 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11152 members 
Mstep: Class 50 contains 8847 members 
Mstep: Class 51 contains 20186 members 
Mstep: Class 52 contains 33728 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11528 members 
Mstep: Class 55 contains 3227 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3656 members 
Mstep: Class 58 contains 14777 members 
Mstep: Class 59 contains 25748 members 
Mstep: Class 60 contains 2173 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 3594 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4881 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6243 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6193 members 
Mstep: Class 72 contains 18669 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2574 members 
Mstep: Class 75 contains 6928 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 37019 members 
Mstep: Class 78 contains 56367 members 
Mstep: Class 79 contains 8931 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5077 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2607 members 
Mstep: Class 85 contains 3815 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 3997 members 
Mstep: Class 89 contains 9057 members 
Mstep: Class 90 contains 8528 members 
Mstep: Class 91 contains 12696 members 
Mstep: Class 92 contains 17446 members 
Mstep: Class 93 contains 10388 members 
Mstep: Class 94 contains 3909 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6113 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7386 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294112.000000 Penalty: 362902.031250
Iteration 204Q: 102 clusters Score -2.122941e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78124 members 
Mstep: Class 4 contains 28504 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55456 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248395 members 
Mstep: Class 13 contains 7190 members 
Mstep: Class 14 contains 8991 members 
Mstep: Class 15 contains 25592 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 51055 members 
Mstep: Class 18 contains 19344 members 
Mstep: Class 19 contains 9504 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15366 members 
Mstep: Class 22 contains 84851 members 
Mstep: Class 23 contains 12706 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33747 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9496 members 
Mstep: Class 29 contains 172265 members 
Mstep: Class 30 contains 9156 members 
Mstep: Class 31 contains 12575 members 
Mstep: Class 32 contains 11923 members 
Mstep: Class 33 contains 132759 members 
Mstep: Class 34 contains 140847 members 
Mstep: Class 35 contains 25069 members 
Mstep: Class 36 contains 6242 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 23845 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18740 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 9080 members 
Mstep: Class 44 contains 2537 members 
Mstep: Class 45 contains 24926 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9167 members 
Mstep: Class 48 contains 41878 members 
Mstep: Class 49 contains 11151 members 
Mstep: Class 50 contains 8846 members 
Mstep: Class 51 contains 20194 members 
Mstep: Class 52 contains 33723 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11527 members 
Mstep: Class 55 contains 3231 members 
Mstep: Class 56 contains 3503 members 
Mstep: Class 57 contains 3656 members 
Mstep: Class 58 contains 14776 members 
Mstep: Class 59 contains 25739 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54506 members 
Mstep: Class 65 contains 4880 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6196 members 
Mstep: Class 72 contains 18675 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6930 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 37024 members 
Mstep: Class 78 contains 56364 members 
Mstep: Class 79 contains 8930 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5082 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2606 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11706 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9052 members 
Mstep: Class 90 contains 8530 members 
Mstep: Class 91 contains 12706 members 
Mstep: Class 92 contains 17468 members 
Mstep: Class 93 contains 10389 members 
Mstep: Class 94 contains 3911 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6114 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7386 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294160.000000 Penalty: 362902.031250
Iteration 205Q: 102 clusters Score -2.122942e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78112 members 
Mstep: Class 4 contains 28515 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55435 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 248395 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 8991 members 
Mstep: Class 15 contains 25592 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 19338 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 15368 members 
Mstep: Class 22 contains 84846 members 
Mstep: Class 23 contains 12706 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33749 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9493 members 
Mstep: Class 29 contains 172271 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 12575 members 
Mstep: Class 32 contains 11908 members 
Mstep: Class 33 contains 132756 members 
Mstep: Class 34 contains 140851 members 
Mstep: Class 35 contains 25064 members 
Mstep: Class 36 contains 6239 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 23829 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18737 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 9082 members 
Mstep: Class 44 contains 2537 members 
Mstep: Class 45 contains 24919 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9166 members 
Mstep: Class 48 contains 41880 members 
Mstep: Class 49 contains 11144 members 
Mstep: Class 50 contains 8847 members 
Mstep: Class 51 contains 20197 members 
Mstep: Class 52 contains 33715 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11527 members 
Mstep: Class 55 contains 3234 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3655 members 
Mstep: Class 58 contains 14774 members 
Mstep: Class 59 contains 25734 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4882 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6195 members 
Mstep: Class 72 contains 18680 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2580 members 
Mstep: Class 75 contains 6930 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 37034 members 
Mstep: Class 78 contains 56369 members 
Mstep: Class 79 contains 8928 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5083 members 
Mstep: Class 83 contains 2420 members 
Mstep: Class 84 contains 2607 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11705 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9063 members 
Mstep: Class 90 contains 8529 members 
Mstep: Class 91 contains 12718 members 
Mstep: Class 92 contains 17479 members 
Mstep: Class 93 contains 10389 members 
Mstep: Class 94 contains 3916 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6115 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7386 members 
Mstep: Class 101 contains 2179 members 
Mstep: Class 102 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294192.000000 Penalty: 362902.031250
Iteration 206Q: 102 clusters Score -2.122942e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78102 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55416 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248400 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 8992 members 
Mstep: Class 15 contains 25593 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 19334 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15370 members 
Mstep: Class 22 contains 84838 members 
Mstep: Class 23 contains 12704 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33752 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9489 members 
Mstep: Class 29 contains 172272 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 12574 members 
Mstep: Class 32 contains 11897 members 
Mstep: Class 33 contains 132756 members 
Mstep: Class 34 contains 140849 members 
Mstep: Class 35 contains 25067 members 
Mstep: Class 36 contains 6240 members 
Mstep: Class 37 contains 3727 members 
Mstep: Class 38 contains 23815 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18735 members 
Mstep: Class 42 contains 6482 members 
Mstep: Class 43 contains 9083 members 
Mstep: Class 44 contains 2538 members 
Mstep: Class 45 contains 24921 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9164 members 
Mstep: Class 48 contains 41881 members 
Mstep: Class 49 contains 11140 members 
Mstep: Class 50 contains 8845 members 
Mstep: Class 51 contains 20201 members 
Mstep: Class 52 contains 33713 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11526 members 
Mstep: Class 55 contains 3234 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3653 members 
Mstep: Class 58 contains 14772 members 
Mstep: Class 59 contains 25734 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4883 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6192 members 
Mstep: Class 72 contains 18681 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2580 members 
Mstep: Class 75 contains 6933 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37040 members 
Mstep: Class 78 contains 56366 members 
Mstep: Class 79 contains 8926 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5085 members 
Mstep: Class 83 contains 2419 members 
Mstep: Class 84 contains 2608 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9065 members 
Mstep: Class 90 contains 8531 members 
Mstep: Class 91 contains 12731 members 
Mstep: Class 92 contains 17492 members 
Mstep: Class 93 contains 10389 members 
Mstep: Class 94 contains 3925 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6118 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7386 members 
Mstep: Class 101 contains 2178 members 
Mstep: Class 102 contains 9458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294208.000000 Penalty: 362902.031250
Iteration 207Q: 102 clusters Score -2.122942e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78087 members 
Mstep: Class 4 contains 28527 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55414 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 248397 members 
Mstep: Class 13 contains 7200 members 
Mstep: Class 14 contains 8995 members 
Mstep: Class 15 contains 25591 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9521 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 84831 members 
Mstep: Class 23 contains 12702 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33753 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9487 members 
Mstep: Class 29 contains 172278 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 12573 members 
Mstep: Class 32 contains 11893 members 
Mstep: Class 33 contains 132758 members 
Mstep: Class 34 contains 140847 members 
Mstep: Class 35 contains 25072 members 
Mstep: Class 36 contains 6240 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23798 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18735 members 
Mstep: Class 42 contains 6481 members 
Mstep: Class 43 contains 9084 members 
Mstep: Class 44 contains 2539 members 
Mstep: Class 45 contains 24916 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9158 members 
Mstep: Class 48 contains 41877 members 
Mstep: Class 49 contains 11139 members 
Mstep: Class 50 contains 8842 members 
Mstep: Class 51 contains 20205 members 
Mstep: Class 52 contains 33703 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11525 members 
Mstep: Class 55 contains 3235 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3652 members 
Mstep: Class 58 contains 14769 members 
Mstep: Class 59 contains 25729 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54510 members 
Mstep: Class 65 contains 4880 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 18688 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2579 members 
Mstep: Class 75 contains 6935 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37044 members 
Mstep: Class 78 contains 56366 members 
Mstep: Class 79 contains 8925 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5088 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2611 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9078 members 
Mstep: Class 90 contains 8531 members 
Mstep: Class 91 contains 12737 members 
Mstep: Class 92 contains 17506 members 
Mstep: Class 93 contains 10390 members 
Mstep: Class 94 contains 3932 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6119 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 100 contains 7387 members 
Mstep: Class 101 contains 2179 members 
Mstep: Class 102 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294288.000000 Penalty: 362902.031250
Iteration 208Q: 102 clusters Score -2.122943e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78076 members 
Mstep: Class 4 contains 28540 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55406 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 248399 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 8995 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 51053 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84826 members 
Mstep: Class 23 contains 12701 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33755 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9490 members 
Mstep: Class 29 contains 172273 members 
Mstep: Class 30 contains 9175 members 
Mstep: Class 31 contains 12572 members 
Mstep: Class 32 contains 11887 members 
Mstep: Class 33 contains 132764 members 
Mstep: Class 34 contains 140844 members 
Mstep: Class 35 contains 25074 members 
Mstep: Class 36 contains 6239 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23780 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18735 members 
Mstep: Class 42 contains 6474 members 
Mstep: Class 43 contains 9084 members 
Mstep: Class 44 contains 2540 members 
Mstep: Class 45 contains 24914 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9156 members 
Mstep: Class 48 contains 41877 members 
Mstep: Class 49 contains 11141 members 
Mstep: Class 50 contains 8842 members 
Mstep: Class 51 contains 20210 members 
Mstep: Class 52 contains 33696 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11523 members 
Mstep: Class 55 contains 3236 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14766 members 
Mstep: Class 59 contains 25729 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3595 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4876 members 
Mstep: Class 66 contains 2412 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6193 members 
Mstep: Class 72 contains 18691 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2578 members 
Mstep: Class 75 contains 6936 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37034 members 
Mstep: Class 78 contains 56364 members 
Mstep: Class 79 contains 8925 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5096 members 
Mstep: Class 83 contains 2417 members 
Mstep: Class 84 contains 2614 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11705 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9085 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12741 members 
Mstep: Class 92 contains 17515 members 
Mstep: Class 93 contains 10391 members 
Mstep: Class 94 contains 3940 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6121 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3733 members 
Mstep: Class 100 contains 7390 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294240.000000 Penalty: 362902.031250
Iteration 209Q: 102 clusters Score -2.122942e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78065 members 
Mstep: Class 4 contains 28554 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55404 members 
Mstep: Class 7 contains 3481 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248400 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8995 members 
Mstep: Class 15 contains 25588 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 51053 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 84817 members 
Mstep: Class 23 contains 12700 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33752 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 172272 members 
Mstep: Class 30 contains 9179 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 11882 members 
Mstep: Class 33 contains 132761 members 
Mstep: Class 34 contains 140838 members 
Mstep: Class 35 contains 25071 members 
Mstep: Class 36 contains 6240 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23765 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18735 members 
Mstep: Class 42 contains 6469 members 
Mstep: Class 43 contains 9082 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24910 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9154 members 
Mstep: Class 48 contains 41876 members 
Mstep: Class 49 contains 11143 members 
Mstep: Class 50 contains 8841 members 
Mstep: Class 51 contains 20215 members 
Mstep: Class 52 contains 33693 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11522 members 
Mstep: Class 55 contains 3238 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14765 members 
Mstep: Class 59 contains 25729 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3594 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4875 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6195 members 
Mstep: Class 72 contains 18689 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2577 members 
Mstep: Class 75 contains 6936 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37033 members 
Mstep: Class 78 contains 56363 members 
Mstep: Class 79 contains 8924 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5104 members 
Mstep: Class 83 contains 2417 members 
Mstep: Class 84 contains 2616 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11705 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9091 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 12749 members 
Mstep: Class 92 contains 17524 members 
Mstep: Class 93 contains 10394 members 
Mstep: Class 94 contains 3949 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6124 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3733 members 
Mstep: Class 100 contains 7391 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294320.000000 Penalty: 362902.031250
Iteration 210Q: 102 clusters Score -2.122943e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78056 members 
Mstep: Class 4 contains 28560 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55398 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248401 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8994 members 
Mstep: Class 15 contains 25588 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 51051 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 84815 members 
Mstep: Class 23 contains 12701 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33750 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 172268 members 
Mstep: Class 30 contains 9184 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 132760 members 
Mstep: Class 34 contains 140841 members 
Mstep: Class 35 contains 25068 members 
Mstep: Class 36 contains 6242 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23752 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18735 members 
Mstep: Class 42 contains 6466 members 
Mstep: Class 43 contains 9081 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24901 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9154 members 
Mstep: Class 48 contains 41877 members 
Mstep: Class 49 contains 11145 members 
Mstep: Class 50 contains 8837 members 
Mstep: Class 51 contains 20220 members 
Mstep: Class 52 contains 33687 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11523 members 
Mstep: Class 55 contains 3240 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14765 members 
Mstep: Class 59 contains 25728 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4875 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4956 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6195 members 
Mstep: Class 72 contains 18684 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2577 members 
Mstep: Class 75 contains 6936 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37032 members 
Mstep: Class 78 contains 56363 members 
Mstep: Class 79 contains 8923 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5107 members 
Mstep: Class 83 contains 2417 members 
Mstep: Class 84 contains 2618 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11705 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9101 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12752 members 
Mstep: Class 92 contains 17536 members 
Mstep: Class 93 contains 10396 members 
Mstep: Class 94 contains 3954 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6126 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 100 contains 7392 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294544.000000 Penalty: 362902.031250
Iteration 211Q: 102 clusters Score -2.122945e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78057 members 
Mstep: Class 4 contains 28565 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55394 members 
Mstep: Class 7 contains 3481 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248401 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8995 members 
Mstep: Class 15 contains 25590 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 84806 members 
Mstep: Class 23 contains 12701 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33753 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 172269 members 
Mstep: Class 30 contains 9187 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 132759 members 
Mstep: Class 34 contains 140835 members 
Mstep: Class 35 contains 25064 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23744 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18734 members 
Mstep: Class 42 contains 6466 members 
Mstep: Class 43 contains 9078 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24899 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9154 members 
Mstep: Class 48 contains 41877 members 
Mstep: Class 49 contains 11142 members 
Mstep: Class 50 contains 8834 members 
Mstep: Class 51 contains 20226 members 
Mstep: Class 52 contains 33683 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11522 members 
Mstep: Class 55 contains 3240 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14764 members 
Mstep: Class 59 contains 25728 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4877 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4957 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6196 members 
Mstep: Class 72 contains 18686 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2578 members 
Mstep: Class 75 contains 6937 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37034 members 
Mstep: Class 78 contains 56357 members 
Mstep: Class 79 contains 8920 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5111 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2619 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9103 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12754 members 
Mstep: Class 92 contains 17549 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3954 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6127 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7393 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294400.000000 Penalty: 362902.031250
Iteration 212Q: 102 clusters Score -2.122944e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78045 members 
Mstep: Class 4 contains 28569 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55393 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248400 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25591 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15371 members 
Mstep: Class 22 contains 84798 members 
Mstep: Class 23 contains 12699 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33754 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9486 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9188 members 
Mstep: Class 31 contains 12574 members 
Mstep: Class 32 contains 11879 members 
Mstep: Class 33 contains 132757 members 
Mstep: Class 34 contains 140832 members 
Mstep: Class 35 contains 25065 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23739 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18732 members 
Mstep: Class 42 contains 6470 members 
Mstep: Class 43 contains 9076 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24894 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9152 members 
Mstep: Class 48 contains 41875 members 
Mstep: Class 49 contains 11144 members 
Mstep: Class 50 contains 8832 members 
Mstep: Class 51 contains 20229 members 
Mstep: Class 52 contains 33675 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11521 members 
Mstep: Class 55 contains 3242 members 
Mstep: Class 56 contains 3501 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14763 members 
Mstep: Class 59 contains 25729 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4881 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4958 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6196 members 
Mstep: Class 72 contains 18686 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37034 members 
Mstep: Class 78 contains 56352 members 
Mstep: Class 79 contains 8919 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5112 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2624 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9099 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12757 members 
Mstep: Class 92 contains 17566 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3957 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6129 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7393 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294544.000000 Penalty: 362902.031250
Iteration 213Q: 102 clusters Score -2.122945e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78038 members 
Mstep: Class 4 contains 28575 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55393 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248397 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25594 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9552 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15371 members 
Mstep: Class 22 contains 84790 members 
Mstep: Class 23 contains 12699 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33755 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9484 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9188 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 132757 members 
Mstep: Class 34 contains 140832 members 
Mstep: Class 35 contains 25065 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23732 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18732 members 
Mstep: Class 42 contains 6470 members 
Mstep: Class 43 contains 9074 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24888 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9150 members 
Mstep: Class 48 contains 41874 members 
Mstep: Class 49 contains 11142 members 
Mstep: Class 50 contains 8830 members 
Mstep: Class 51 contains 20232 members 
Mstep: Class 52 contains 33667 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11522 members 
Mstep: Class 55 contains 3241 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3652 members 
Mstep: Class 58 contains 14762 members 
Mstep: Class 59 contains 25727 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54510 members 
Mstep: Class 65 contains 4876 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4959 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6198 members 
Mstep: Class 72 contains 18686 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37037 members 
Mstep: Class 78 contains 56353 members 
Mstep: Class 79 contains 8917 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5114 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2628 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3983 members 
Mstep: Class 89 contains 9102 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12758 members 
Mstep: Class 92 contains 17584 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3964 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6130 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3736 members 
Mstep: Class 100 contains 7394 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294544.000000 Penalty: 362902.031250
Iteration 214Q: 102 clusters Score -2.122945e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78027 members 
Mstep: Class 4 contains 28578 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55400 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 17512 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248396 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8998 members 
Mstep: Class 15 contains 25594 members 
Mstep: Class 16 contains 6580 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15371 members 
Mstep: Class 22 contains 84786 members 
Mstep: Class 23 contains 12696 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33756 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9482 members 
Mstep: Class 29 contains 172275 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 12581 members 
Mstep: Class 32 contains 11878 members 
Mstep: Class 33 contains 132753 members 
Mstep: Class 34 contains 140832 members 
Mstep: Class 35 contains 25062 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23727 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18729 members 
Mstep: Class 42 contains 6471 members 
Mstep: Class 43 contains 9070 members 
Mstep: Class 44 contains 2540 members 
Mstep: Class 45 contains 24887 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9149 members 
Mstep: Class 48 contains 41874 members 
Mstep: Class 49 contains 11140 members 
Mstep: Class 50 contains 8831 members 
Mstep: Class 51 contains 20236 members 
Mstep: Class 52 contains 33663 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11522 members 
Mstep: Class 55 contains 3241 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3652 members 
Mstep: Class 58 contains 14761 members 
Mstep: Class 59 contains 25724 members 
Mstep: Class 60 contains 2177 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4868 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4960 members 
Mstep: Class 68 contains 6241 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6201 members 
Mstep: Class 72 contains 18690 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37041 members 
Mstep: Class 78 contains 56351 members 
Mstep: Class 79 contains 8917 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5115 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2634 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3983 members 
Mstep: Class 89 contains 9103 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17589 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3969 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6132 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3736 members 
Mstep: Class 100 contains 7395 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294368.000000 Penalty: 362902.031250
Iteration 215Q: 102 clusters Score -2.122944e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78023 members 
Mstep: Class 4 contains 28579 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55404 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 17511 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248394 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25596 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 84780 members 
Mstep: Class 23 contains 12693 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33757 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9480 members 
Mstep: Class 29 contains 172276 members 
Mstep: Class 30 contains 9192 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 11876 members 
Mstep: Class 33 contains 132753 members 
Mstep: Class 34 contains 140831 members 
Mstep: Class 35 contains 25058 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23721 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18728 members 
Mstep: Class 42 contains 6468 members 
Mstep: Class 43 contains 9066 members 
Mstep: Class 44 contains 2540 members 
Mstep: Class 45 contains 24883 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9146 members 
Mstep: Class 48 contains 41873 members 
Mstep: Class 49 contains 11143 members 
Mstep: Class 50 contains 8828 members 
Mstep: Class 51 contains 20237 members 
Mstep: Class 52 contains 33660 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11522 members 
Mstep: Class 55 contains 3242 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3652 members 
Mstep: Class 58 contains 14762 members 
Mstep: Class 59 contains 25720 members 
Mstep: Class 60 contains 2178 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4865 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6201 members 
Mstep: Class 72 contains 18695 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2574 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37047 members 
Mstep: Class 78 contains 56351 members 
Mstep: Class 79 contains 8917 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5116 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2640 members 
Mstep: Class 85 contains 3819 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9100 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17599 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3971 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6130 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3736 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294544.000000 Penalty: 362902.031250
Iteration 216Q: 102 clusters Score -2.122945e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78019 members 
Mstep: Class 4 contains 28581 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55403 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248393 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25594 members 
Mstep: Class 16 contains 6582 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15372 members 
Mstep: Class 22 contains 84776 members 
Mstep: Class 23 contains 12692 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9476 members 
Mstep: Class 29 contains 172282 members 
Mstep: Class 30 contains 9192 members 
Mstep: Class 31 contains 12585 members 
Mstep: Class 32 contains 11875 members 
Mstep: Class 33 contains 132753 members 
Mstep: Class 34 contains 140830 members 
Mstep: Class 35 contains 25056 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23721 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18723 members 
Mstep: Class 42 contains 6463 members 
Mstep: Class 43 contains 9061 members 
Mstep: Class 44 contains 2540 members 
Mstep: Class 45 contains 24883 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9142 members 
Mstep: Class 48 contains 41874 members 
Mstep: Class 49 contains 11144 members 
Mstep: Class 50 contains 8825 members 
Mstep: Class 51 contains 20236 members 
Mstep: Class 52 contains 33657 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11521 members 
Mstep: Class 55 contains 3242 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3652 members 
Mstep: Class 58 contains 14762 members 
Mstep: Class 59 contains 25716 members 
Mstep: Class 60 contains 2179 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4868 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6238 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6201 members 
Mstep: Class 72 contains 18698 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2574 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56350 members 
Mstep: Class 79 contains 8917 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5120 members 
Mstep: Class 83 contains 2418 members 
Mstep: Class 84 contains 2640 members 
Mstep: Class 85 contains 3819 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9095 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17606 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3978 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6131 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294640.000000 Penalty: 362902.031250
Iteration 217Q: 102 clusters Score -2.122946e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78013 members 
Mstep: Class 4 contains 28583 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55403 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248392 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25595 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84775 members 
Mstep: Class 23 contains 12690 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33762 members 
Mstep: Class 26 contains 1033 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9475 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9192 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 11873 members 
Mstep: Class 33 contains 132753 members 
Mstep: Class 34 contains 140828 members 
Mstep: Class 35 contains 25052 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23718 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18718 members 
Mstep: Class 42 contains 6460 members 
Mstep: Class 43 contains 9059 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24885 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9137 members 
Mstep: Class 48 contains 41874 members 
Mstep: Class 49 contains 11145 members 
Mstep: Class 50 contains 8823 members 
Mstep: Class 51 contains 20237 members 
Mstep: Class 52 contains 33654 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11520 members 
Mstep: Class 55 contains 3243 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14762 members 
Mstep: Class 59 contains 25716 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54511 members 
Mstep: Class 65 contains 4867 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6204 members 
Mstep: Class 72 contains 18701 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2574 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56350 members 
Mstep: Class 79 contains 8916 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5124 members 
Mstep: Class 83 contains 2417 members 
Mstep: Class 84 contains 2640 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9092 members 
Mstep: Class 90 contains 8540 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17612 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3981 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6130 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2186 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294752.000000 Penalty: 362902.031250
Iteration 218Q: 102 clusters Score -2.122948e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78007 members 
Mstep: Class 4 contains 28588 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55404 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248393 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25593 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84773 members 
Mstep: Class 23 contains 12690 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33763 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9474 members 
Mstep: Class 29 contains 172288 members 
Mstep: Class 30 contains 9193 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 11871 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140826 members 
Mstep: Class 35 contains 25049 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23717 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18715 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 9058 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24882 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9138 members 
Mstep: Class 48 contains 41873 members 
Mstep: Class 49 contains 11138 members 
Mstep: Class 50 contains 8821 members 
Mstep: Class 51 contains 20235 members 
Mstep: Class 52 contains 33647 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3242 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14761 members 
Mstep: Class 59 contains 25716 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4866 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6209 members 
Mstep: Class 72 contains 18706 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2574 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37052 members 
Mstep: Class 78 contains 56348 members 
Mstep: Class 79 contains 8916 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5124 members 
Mstep: Class 83 contains 2416 members 
Mstep: Class 84 contains 2642 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 3990 members 
Mstep: Class 89 contains 9088 members 
Mstep: Class 90 contains 8539 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17622 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3980 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6133 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2186 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294624.000000 Penalty: 362902.031250
Iteration 219Q: 102 clusters Score -2.122946e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78003 members 
Mstep: Class 4 contains 28592 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55407 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248388 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25592 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19333 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84768 members 
Mstep: Class 23 contains 12689 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33766 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9474 members 
Mstep: Class 29 contains 172295 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 11863 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140827 members 
Mstep: Class 35 contains 25046 members 
Mstep: Class 36 contains 6247 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23716 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18712 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 9054 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24878 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9137 members 
Mstep: Class 48 contains 41873 members 
Mstep: Class 49 contains 11136 members 
Mstep: Class 50 contains 8820 members 
Mstep: Class 51 contains 20233 members 
Mstep: Class 52 contains 33647 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11520 members 
Mstep: Class 55 contains 3243 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25717 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4866 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6213 members 
Mstep: Class 72 contains 18710 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56345 members 
Mstep: Class 79 contains 8916 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5128 members 
Mstep: Class 83 contains 2416 members 
Mstep: Class 84 contains 2645 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11704 members 
Mstep: Class 88 contains 3990 members 
Mstep: Class 89 contains 9086 members 
Mstep: Class 90 contains 8540 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17629 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3982 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6133 members 
Mstep: Class 97 contains 4315 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2186 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294672.000000 Penalty: 362902.031250
Iteration 220F: 102 clusters Score -2.122947e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78002 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55409 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248387 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25592 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9581 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84765 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 172295 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 11860 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140827 members 
Mstep: Class 35 contains 25044 members 
Mstep: Class 36 contains 6247 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23712 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18711 members 
Mstep: Class 42 contains 6453 members 
Mstep: Class 43 contains 9050 members 
Mstep: Class 44 contains 2541 members 
Mstep: Class 45 contains 24873 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9133 members 
Mstep: Class 48 contains 41872 members 
Mstep: Class 49 contains 11130 members 
Mstep: Class 50 contains 8820 members 
Mstep: Class 51 contains 20233 members 
Mstep: Class 52 contains 33643 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3245 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25717 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4863 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6217 members 
Mstep: Class 72 contains 18718 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2573 members 
Mstep: Class 75 contains 6938 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 37056 members 
Mstep: Class 78 contains 56345 members 
Mstep: Class 79 contains 8916 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5137 members 
Mstep: Class 83 contains 2416 members 
Mstep: Class 84 contains 2650 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3992 members 
Mstep: Class 89 contains 9083 members 
Mstep: Class 90 contains 8540 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17639 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3985 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6135 members 
Mstep: Class 97 contains 4314 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2186 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294496.000000 Penalty: 362902.031250
Iteration 221Q: 102 clusters Score -2.122945e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78001 members 
Mstep: Class 4 contains 28600 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55409 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 248388 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25590 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9584 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84759 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 172295 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 11859 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140827 members 
Mstep: Class 35 contains 25041 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23705 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18708 members 
Mstep: Class 42 contains 6451 members 
Mstep: Class 43 contains 9046 members 
Mstep: Class 44 contains 2542 members 
Mstep: Class 45 contains 24868 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9129 members 
Mstep: Class 48 contains 41870 members 
Mstep: Class 49 contains 11120 members 
Mstep: Class 50 contains 8820 members 
Mstep: Class 51 contains 20233 members 
Mstep: Class 52 contains 33639 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25716 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5171 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4862 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6221 members 
Mstep: Class 72 contains 18726 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6937 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56345 members 
Mstep: Class 79 contains 8917 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5143 members 
Mstep: Class 83 contains 2416 members 
Mstep: Class 84 contains 2656 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6963 members 
Mstep: Class 87 contains 11703 members 
Mstep: Class 88 contains 3989 members 
Mstep: Class 89 contains 9090 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17652 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 3990 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6133 members 
Mstep: Class 97 contains 4314 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2186 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294400.000000 Penalty: 362902.031250
Iteration 222Q: 102 clusters Score -2.122944e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 78000 members 
Mstep: Class 4 contains 28606 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55408 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 248386 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19333 members 
Mstep: Class 19 contains 9583 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84752 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 172296 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 11860 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140827 members 
Mstep: Class 35 contains 25036 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3728 members 
Mstep: Class 38 contains 23699 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18705 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 9042 members 
Mstep: Class 44 contains 2543 members 
Mstep: Class 45 contains 24866 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9125 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11113 members 
Mstep: Class 50 contains 8819 members 
Mstep: Class 51 contains 20234 members 
Mstep: Class 52 contains 33638 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3245 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25714 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4861 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6240 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18731 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6936 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37051 members 
Mstep: Class 78 contains 56346 members 
Mstep: Class 79 contains 8916 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5149 members 
Mstep: Class 83 contains 2416 members 
Mstep: Class 84 contains 2660 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11702 members 
Mstep: Class 88 contains 3989 members 
Mstep: Class 89 contains 9095 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17662 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 4003 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6132 members 
Mstep: Class 97 contains 4314 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2187 members 
Mstep: Class 102 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294352.000000 Penalty: 362902.031250
Iteration 223Q: 102 clusters Score -2.122944e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 77997 members 
Mstep: Class 4 contains 28609 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55411 members 
Mstep: Class 7 contains 3506 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84749 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33770 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 172296 members 
Mstep: Class 30 contains 9197 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 11857 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140827 members 
Mstep: Class 35 contains 25035 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 23693 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18703 members 
Mstep: Class 42 contains 6435 members 
Mstep: Class 43 contains 9040 members 
Mstep: Class 44 contains 2542 members 
Mstep: Class 45 contains 24867 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9123 members 
Mstep: Class 48 contains 41870 members 
Mstep: Class 49 contains 11109 members 
Mstep: Class 50 contains 8818 members 
Mstep: Class 51 contains 20234 members 
Mstep: Class 52 contains 33633 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25716 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54509 members 
Mstep: Class 65 contains 4859 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6221 members 
Mstep: Class 72 contains 18734 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2575 members 
Mstep: Class 75 contains 6936 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37050 members 
Mstep: Class 78 contains 56346 members 
Mstep: Class 79 contains 8915 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5159 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2666 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11700 members 
Mstep: Class 88 contains 3988 members 
Mstep: Class 89 contains 9102 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17667 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 4013 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6132 members 
Mstep: Class 97 contains 4313 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294416.000000 Penalty: 362902.031250
Iteration 224Q: 102 clusters Score -2.122944e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 77993 members 
Mstep: Class 4 contains 28616 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55414 members 
Mstep: Class 7 contains 3504 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25590 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84744 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 172298 members 
Mstep: Class 30 contains 9197 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 11852 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140826 members 
Mstep: Class 35 contains 25033 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 23686 members 
Mstep: Class 39 contains 8103 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18703 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 9045 members 
Mstep: Class 44 contains 2543 members 
Mstep: Class 45 contains 24864 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11100 members 
Mstep: Class 50 contains 8818 members 
Mstep: Class 51 contains 20235 members 
Mstep: Class 52 contains 33632 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11520 members 
Mstep: Class 55 contains 3245 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25714 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4856 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6221 members 
Mstep: Class 72 contains 18737 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2576 members 
Mstep: Class 75 contains 6935 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37056 members 
Mstep: Class 78 contains 56346 members 
Mstep: Class 79 contains 8915 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5163 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2668 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11700 members 
Mstep: Class 88 contains 3988 members 
Mstep: Class 89 contains 9111 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17678 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 4019 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6130 members 
Mstep: Class 97 contains 4312 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294496.000000 Penalty: 362902.031250
Iteration 225Q: 102 clusters Score -2.122945e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 77992 members 
Mstep: Class 4 contains 28620 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55413 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 6557 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9585 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84734 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33770 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 172303 members 
Mstep: Class 30 contains 9199 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 11851 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140825 members 
Mstep: Class 35 contains 25031 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 23675 members 
Mstep: Class 39 contains 8104 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18703 members 
Mstep: Class 42 contains 6426 members 
Mstep: Class 43 contains 9044 members 
Mstep: Class 44 contains 2544 members 
Mstep: Class 45 contains 24868 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 8817 members 
Mstep: Class 51 contains 20240 members 
Mstep: Class 52 contains 33628 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25712 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4858 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18744 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2578 members 
Mstep: Class 75 contains 6937 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37055 members 
Mstep: Class 78 contains 56348 members 
Mstep: Class 79 contains 8915 members 
Mstep: Class 80 contains 1393 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5162 members 
Mstep: Class 83 contains 2414 members 
Mstep: Class 84 contains 2669 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11700 members 
Mstep: Class 88 contains 3989 members 
Mstep: Class 89 contains 9116 members 
Mstep: Class 90 contains 8539 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17685 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 4023 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6130 members 
Mstep: Class 97 contains 4311 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294528.000000 Penalty: 362902.031250
Iteration 226Q: 102 clusters Score -2.122945e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 77989 members 
Mstep: Class 4 contains 28627 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55412 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25588 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84725 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33770 members 
Mstep: Class 26 contains 1045 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 172305 members 
Mstep: Class 30 contains 9202 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 11848 members 
Mstep: Class 33 contains 132749 members 
Mstep: Class 34 contains 140825 members 
Mstep: Class 35 contains 25026 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 23668 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 9043 members 
Mstep: Class 44 contains 2545 members 
Mstep: Class 45 contains 24871 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11083 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20240 members 
Mstep: Class 52 contains 33625 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25710 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54508 members 
Mstep: Class 65 contains 4856 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18747 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2583 members 
Mstep: Class 75 contains 6940 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37051 members 
Mstep: Class 78 contains 56348 members 
Mstep: Class 79 contains 8914 members 
Mstep: Class 80 contains 1394 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5162 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2670 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11698 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9120 members 
Mstep: Class 90 contains 8539 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17690 members 
Mstep: Class 93 contains 10397 members 
Mstep: Class 94 contains 4028 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6131 members 
Mstep: Class 97 contains 4309 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294592.000000 Penalty: 362902.031250
Iteration 227Q: 102 clusters Score -2.122946e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77985 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55413 members 
Mstep: Class 7 contains 3497 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 248385 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25587 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 84722 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9471 members 
Mstep: Class 29 contains 172298 members 
Mstep: Class 30 contains 9204 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 11849 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140824 members 
Mstep: Class 35 contains 25027 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 23659 members 
Mstep: Class 39 contains 8108 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 9045 members 
Mstep: Class 44 contains 2546 members 
Mstep: Class 45 contains 24872 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11077 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20243 members 
Mstep: Class 52 contains 33624 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3250 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25708 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5172 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54507 members 
Mstep: Class 65 contains 4848 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 18749 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2585 members 
Mstep: Class 75 contains 6939 members 
Mstep: Class 76 contains 3577 members 
Mstep: Class 77 contains 37052 members 
Mstep: Class 78 contains 56347 members 
Mstep: Class 79 contains 8914 members 
Mstep: Class 80 contains 1394 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5165 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2672 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11696 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9120 members 
Mstep: Class 90 contains 8539 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17694 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4033 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6131 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294592.000000 Penalty: 362902.031250
Iteration 228Q: 102 clusters Score -2.122946e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77984 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55417 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 8 contains 17505 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9601 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84717 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 172292 members 
Mstep: Class 30 contains 9202 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 11852 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140821 members 
Mstep: Class 35 contains 25026 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23652 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 9045 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24871 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11076 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20243 members 
Mstep: Class 52 contains 33624 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3249 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3651 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25704 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54505 members 
Mstep: Class 65 contains 4847 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18747 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2584 members 
Mstep: Class 75 contains 6941 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37050 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8914 members 
Mstep: Class 80 contains 1394 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5166 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2674 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11694 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9120 members 
Mstep: Class 90 contains 8539 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17701 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4037 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6134 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294576.000000 Penalty: 362902.031250
Iteration 229Q: 102 clusters Score -2.122946e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77983 members 
Mstep: Class 4 contains 28651 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55415 members 
Mstep: Class 7 contains 3494 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248385 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25587 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9598 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84712 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 172295 members 
Mstep: Class 30 contains 9204 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 11856 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 25027 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23644 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6417 members 
Mstep: Class 43 contains 9041 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24871 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9123 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11069 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20245 members 
Mstep: Class 52 contains 33622 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11515 members 
Mstep: Class 55 contains 3249 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25702 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54504 members 
Mstep: Class 65 contains 4842 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4962 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18752 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2583 members 
Mstep: Class 75 contains 6944 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37048 members 
Mstep: Class 78 contains 56347 members 
Mstep: Class 79 contains 8913 members 
Mstep: Class 80 contains 1394 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5171 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2674 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11694 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9122 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17705 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4045 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6137 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294608.000000 Penalty: 362902.031250
Iteration 230Q: 102 clusters Score -2.122946e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77981 members 
Mstep: Class 4 contains 28662 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248386 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51042 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84709 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1056 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 172291 members 
Mstep: Class 30 contains 9209 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 11853 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 25022 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23636 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6410 members 
Mstep: Class 43 contains 9038 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24872 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9123 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11063 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20245 members 
Mstep: Class 52 contains 33622 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3247 members 
Mstep: Class 56 contains 3501 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25700 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5176 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54502 members 
Mstep: Class 65 contains 4843 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4962 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 18752 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2582 members 
Mstep: Class 75 contains 6946 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37046 members 
Mstep: Class 78 contains 56350 members 
Mstep: Class 79 contains 8912 members 
Mstep: Class 80 contains 1394 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5182 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2674 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3989 members 
Mstep: Class 89 contains 9122 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12758 members 
Mstep: Class 92 contains 17707 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4051 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6140 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294672.000000 Penalty: 362902.031250
Iteration 231Q: 102 clusters Score -2.122947e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77978 members 
Mstep: Class 4 contains 28662 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248386 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25585 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9593 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84709 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 172289 members 
Mstep: Class 30 contains 9210 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 11850 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140821 members 
Mstep: Class 35 contains 25021 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23632 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6405 members 
Mstep: Class 43 contains 9036 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24871 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9123 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11055 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20245 members 
Mstep: Class 52 contains 33621 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11513 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3502 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25699 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5176 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4845 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4962 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6221 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 18754 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2581 members 
Mstep: Class 75 contains 6948 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37047 members 
Mstep: Class 78 contains 56352 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1395 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5183 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2674 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3990 members 
Mstep: Class 89 contains 9122 members 
Mstep: Class 90 contains 8535 members 
Mstep: Class 91 contains 12758 members 
Mstep: Class 92 contains 17707 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4057 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6143 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294688.000000 Penalty: 362902.031250
Iteration 232Q: 102 clusters Score -2.122947e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77977 members 
Mstep: Class 4 contains 28664 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55424 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248386 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25585 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9591 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84708 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 172284 members 
Mstep: Class 30 contains 9215 members 
Mstep: Class 31 contains 12596 members 
Mstep: Class 32 contains 11848 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 25021 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23627 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 9036 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24869 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9123 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11055 members 
Mstep: Class 50 contains 8815 members 
Mstep: Class 51 contains 20249 members 
Mstep: Class 52 contains 33622 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11512 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3501 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25700 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5176 members 
Mstep: Class 62 contains 3593 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54504 members 
Mstep: Class 65 contains 4845 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4962 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 18757 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2583 members 
Mstep: Class 75 contains 6949 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37042 members 
Mstep: Class 78 contains 56353 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1398 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5186 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2674 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3988 members 
Mstep: Class 89 contains 9122 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12759 members 
Mstep: Class 92 contains 17709 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4060 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6145 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294608.000000 Penalty: 362902.031250
Iteration 233Q: 102 clusters Score -2.122946e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77976 members 
Mstep: Class 4 contains 28667 members 
Mstep: Class 5 contains 12792 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248385 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9594 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84708 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1062 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 172281 members 
Mstep: Class 30 contains 9217 members 
Mstep: Class 31 contains 12600 members 
Mstep: Class 32 contains 11846 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140818 members 
Mstep: Class 35 contains 25021 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23623 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6402 members 
Mstep: Class 43 contains 9035 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24869 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9123 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11051 members 
Mstep: Class 50 contains 8815 members 
Mstep: Class 51 contains 20249 members 
Mstep: Class 52 contains 33621 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11512 members 
Mstep: Class 55 contains 3246 members 
Mstep: Class 56 contains 3500 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25698 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 3592 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54504 members 
Mstep: Class 65 contains 4841 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4961 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18761 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2584 members 
Mstep: Class 75 contains 6952 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56353 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1400 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5183 members 
Mstep: Class 83 contains 2415 members 
Mstep: Class 84 contains 2674 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3988 members 
Mstep: Class 89 contains 9123 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12763 members 
Mstep: Class 92 contains 17710 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4071 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6144 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294720.000000 Penalty: 362902.031250
Iteration 234Q: 102 clusters Score -2.122947e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 77976 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 5 contains 12791 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3497 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9593 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84705 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1067 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9466 members 
Mstep: Class 29 contains 172278 members 
Mstep: Class 30 contains 9218 members 
Mstep: Class 31 contains 12602 members 
Mstep: Class 32 contains 11846 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140818 members 
Mstep: Class 35 contains 25020 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 9038 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24870 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41867 members 
Mstep: Class 49 contains 11048 members 
Mstep: Class 50 contains 8815 members 
Mstep: Class 51 contains 20250 members 
Mstep: Class 52 contains 33622 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11512 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25695 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54504 members 
Mstep: Class 65 contains 4838 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4961 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18763 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2585 members 
Mstep: Class 75 contains 6955 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37029 members 
Mstep: Class 78 contains 56353 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1403 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2676 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9126 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12768 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4083 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6145 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7396 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294640.000000 Penalty: 362902.031250
Iteration 235Q: 102 clusters Score -2.122946e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77971 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 12790 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248385 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9586 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84703 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9466 members 
Mstep: Class 29 contains 172280 members 
Mstep: Class 30 contains 9219 members 
Mstep: Class 31 contains 12603 members 
Mstep: Class 32 contains 11847 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140817 members 
Mstep: Class 35 contains 25020 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 9037 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24871 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9122 members 
Mstep: Class 48 contains 41867 members 
Mstep: Class 49 contains 11046 members 
Mstep: Class 50 contains 8815 members 
Mstep: Class 51 contains 20250 members 
Mstep: Class 52 contains 33621 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11515 members 
Mstep: Class 55 contains 3242 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25694 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4835 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4962 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18767 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2586 members 
Mstep: Class 75 contains 6956 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37029 members 
Mstep: Class 78 contains 56352 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1403 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5186 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2677 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12772 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4092 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6145 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7397 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294704.000000 Penalty: 362902.031250
Iteration 236Q: 102 clusters Score -2.122947e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77968 members 
Mstep: Class 4 contains 28671 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55418 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7209 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84700 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9464 members 
Mstep: Class 29 contains 172281 members 
Mstep: Class 30 contains 9219 members 
Mstep: Class 31 contains 12604 members 
Mstep: Class 32 contains 11847 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25018 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 9029 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24874 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9121 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11046 members 
Mstep: Class 50 contains 8814 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33621 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11515 members 
Mstep: Class 55 contains 3240 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3650 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25690 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4834 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4962 members 
Mstep: Class 68 contains 6243 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18765 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2588 members 
Mstep: Class 75 contains 6957 members 
Mstep: Class 76 contains 3577 members 
Mstep: Class 77 contains 37032 members 
Mstep: Class 78 contains 56354 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1402 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5188 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2678 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11693 members 
Mstep: Class 88 contains 3988 members 
Mstep: Class 89 contains 9123 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12773 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4105 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6144 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7398 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294768.000000 Penalty: 362902.031250
Iteration 237Q: 102 clusters Score -2.122948e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77961 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55420 members 
Mstep: Class 7 contains 3492 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84699 members 
Mstep: Class 23 contains 12682 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9462 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12607 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 25014 members 
Mstep: Class 36 contains 6245 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9025 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41867 members 
Mstep: Class 49 contains 11043 members 
Mstep: Class 50 contains 8815 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33620 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3241 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3649 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25686 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4831 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18769 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2592 members 
Mstep: Class 75 contains 6958 members 
Mstep: Class 76 contains 3578 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56352 members 
Mstep: Class 79 contains 8911 members 
Mstep: Class 80 contains 1403 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5186 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2678 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6964 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3989 members 
Mstep: Class 89 contains 9123 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12774 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4115 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6145 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294928.000000 Penalty: 362902.031250
Iteration 238Q: 102 clusters Score -2.122949e+08 nChanged 111
Entering ConstructFrom: 
Score: -212294928.000000 Penalty: 362902.031250
Entering ConstructFrom: 
Trying to split cluster 1 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -599363.375000 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -599363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -594625.500000 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -594625.5 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -595877.250000 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -595877.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -596341.875000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -596341.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -596932.437500 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -596932.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -597558.187500 Penalty: 4257.715332
	Iteration 4F: 3 clusters Score -597558.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -598039.875000 Penalty: 4257.715332
	Iteration 5F: 3 clusters Score -598039.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -598353.187500 Penalty: 4257.715332
	Iteration 6F: 3 clusters Score -598353.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -598517.437500 Penalty: 4257.715332
	Iteration 7Q: 3 clusters Score -598517.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -598634.500000 Penalty: 4257.715332
	Iteration 8Q: 3 clusters Score -598634.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -598686.312500 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -598686.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -598713.000000 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -598713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -598732.562500 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -598732.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -598746.812500 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -598746.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -598756.875000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -598756.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -598764.250000 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -598764.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -598773.062500 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -598773.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -598776.312500 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -598776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -598780.437500 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -598780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -598784.375000 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -598784.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -598788.375000 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -598788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -598792.812500 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -598792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -598794.562500 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -598794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -598796.125000 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -598796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -598797.000000 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -598797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -598799.375000 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -598799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -598798.875000 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -598798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -598797.875000 Penalty: 4257.715332
	Iteration 26Q: 3 clusters Score -598797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -598799.625000 Penalty: 4257.715332
	Iteration 27Q: 3 clusters Score -598799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -598800.812500 Penalty: 4257.715332
	Iteration 28Q: 3 clusters Score -598800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -598801.562500 Penalty: 4257.715332
	Iteration 29Q: 3 clusters Score -598801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -598801.187500 Penalty: 4257.715332
	Iteration 30Q: 3 clusters Score -598801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -598801.187500 Penalty: 4257.715332
	Iteration 31F: 3 clusters Score -598801.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -138000.578125 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -138000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135782.062500 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -135782.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -136181.531250 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -136181.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136359.234375 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -136359.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -136470.765625 Penalty: 3595.258057
	Iteration 3F: 3 clusters Score -136470.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136554.500000 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -136554.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136624.812500 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -136624.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136692.468750 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -136692.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136782.125000 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -136782.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -136882.171875 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -136882.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136980.890625 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -136980.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137088.984375 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -137089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -137172.609375 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -137172.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137226.296875 Penalty: 3595.258057
	Iteration 12Q: 3 clusters Score -137226.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137263.828125 Penalty: 3595.258057
	Iteration 13Q: 3 clusters Score -137263.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137293.828125 Penalty: 3595.258057
	Iteration 14Q: 3 clusters Score -137293.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137320.593750 Penalty: 3595.258057
	Iteration 15Q: 3 clusters Score -137320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137346.765625 Penalty: 3595.258057
	Iteration 16Q: 3 clusters Score -137346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137357.578125 Penalty: 3595.258057
	Iteration 17Q: 3 clusters Score -137357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137363.609375 Penalty: 3595.258057
	Iteration 18Q: 3 clusters Score -137363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137367.437500 Penalty: 3595.258057
	Iteration 19Q: 3 clusters Score -137367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137369.390625 Penalty: 3595.258057
	Iteration 20F: 3 clusters Score -137369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137370.890625 Penalty: 3595.258057
	Iteration 21Q: 3 clusters Score -137370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137372.156250 Penalty: 3595.258057
	Iteration 22Q: 3 clusters Score -137372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137372.156250 Penalty: 3595.258057
	Iteration 23F: 3 clusters Score -137372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Entering Unmasked Estep 
Score: -8884462.000000 Penalty: 2793.450195
	Iteration 0F: 2 clusters Score -8884462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -8832282.000000 Penalty: 5586.900391
	Iteration 0F: 3 clusters Score -8832282 nChanged 36521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8853308.000000 Penalty: 5586.900391
	Iteration 1F: 3 clusters Score -8853308 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8854721.000000 Penalty: 5586.900391
	Iteration 2Q: 3 clusters Score -8854721 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -8857068.000000 Penalty: 5586.900391
	Iteration 3F: 3 clusters Score -8857068 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -8860818.000000 Penalty: 5586.900391
	Iteration 4F: 3 clusters Score -8860818 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -8865816.000000 Penalty: 5586.900391
	Iteration 5F: 3 clusters Score -8865816 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -8870887.000000 Penalty: 5586.900391
	Iteration 6F: 3 clusters Score -8870887 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8874940.000000 Penalty: 5586.900391
	Iteration 7F: 3 clusters Score -8874940 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -8877913.000000 Penalty: 5586.900391
	Iteration 8Q: 3 clusters Score -8877913 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -8879891.000000 Penalty: 5586.900391
	Iteration 9Q: 3 clusters Score -8879891 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -8880993.000000 Penalty: 5586.900391
	Iteration 10Q: 3 clusters Score -8880993 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -8881501.000000 Penalty: 5586.900391
	Iteration 11Q: 3 clusters Score -8881501 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -8881733.000000 Penalty: 5586.900391
	Iteration 12Q: 3 clusters Score -8881733 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -8881847.000000 Penalty: 5586.900391
	Iteration 13Q: 3 clusters Score -8881847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -8881902.000000 Penalty: 5586.900391
	Iteration 14Q: 3 clusters Score -8881902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -8881950.000000 Penalty: 5586.900391
	Iteration 15Q: 3 clusters Score -8881950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -8881987.000000 Penalty: 5586.900391
	Iteration 16Q: 3 clusters Score -8881987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -8882014.000000 Penalty: 5586.900391
	Iteration 17Q: 3 clusters Score -8882014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -8882046.000000 Penalty: 5586.900391
	Iteration 18Q: 3 clusters Score -8882046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -8882056.000000 Penalty: 5586.900391
	Iteration 19Q: 3 clusters Score -8882056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -8882065.000000 Penalty: 5586.900391
	Iteration 20F: 3 clusters Score -8882065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -8882064.000000 Penalty: 5586.900391
	Iteration 21Q: 3 clusters Score -8882064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -8882064.000000 Penalty: 5586.900391
	Iteration 22Q: 3 clusters Score -8882064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -8882072.000000 Penalty: 5586.900391
	Iteration 23Q: 3 clusters Score -8882072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -8882066.000000 Penalty: 5586.900391
	Iteration 24Q: 3 clusters Score -8882066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -8882076.000000 Penalty: 5586.900391
	Iteration 25Q: 3 clusters Score -8882076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -8882088.000000 Penalty: 5586.900391
	Iteration 26Q: 3 clusters Score -8882088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -8882081.000000 Penalty: 5586.900391
	Iteration 27Q: 3 clusters Score -8882081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -8882085.000000 Penalty: 5586.900391
	Iteration 28Q: 3 clusters Score -8882085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -8882076.000000 Penalty: 5586.900391
	Iteration 29Q: 3 clusters Score -8882076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -8882081.000000 Penalty: 5586.900391
	Iteration 30Q: 3 clusters Score -8882081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -8882081.000000 Penalty: 5586.900391
	Iteration 31F: 3 clusters Score -8882081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Entering Unmasked Estep 
Score: -3346526.000000 Penalty: 2545.391846
	Iteration 0F: 2 clusters Score -3346526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3326862.750000 Penalty: 5090.783691
	Iteration 0F: 3 clusters Score -3326863 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3333783.250000 Penalty: 5090.783691
	Iteration 1F: 3 clusters Score -3333783 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3334209.250000 Penalty: 5090.783691
	Iteration 2Q: 3 clusters Score -3334209 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3334593.250000 Penalty: 5090.783691
	Iteration 3Q: 3 clusters Score -3334593 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3334998.250000 Penalty: 5090.783691
	Iteration 4Q: 3 clusters Score -3334998 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3335370.750000 Penalty: 5090.783691
	Iteration 5Q: 3 clusters Score -3335371 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3335808.500000 Penalty: 5090.783691
	Iteration 6Q: 3 clusters Score -3335808 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3336399.500000 Penalty: 5090.783691
	Iteration 7Q: 3 clusters Score -3336400 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3337193.500000 Penalty: 5090.783691
	Iteration 8Q: 3 clusters Score -3337194 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3338223.000000 Penalty: 5090.783691
	Iteration 9F: 3 clusters Score -3338223 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3339456.250000 Penalty: 5090.783691
	Iteration 10F: 3 clusters Score -3339456 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3340747.000000 Penalty: 5090.783691
	Iteration 11F: 3 clusters Score -3340747 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3341928.750000 Penalty: 5090.783691
	Iteration 12Q: 3 clusters Score -3341929 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3342755.250000 Penalty: 5090.783691
	Iteration 13Q: 3 clusters Score -3342755 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3343304.500000 Penalty: 5090.783691
	Iteration 14Q: 3 clusters Score -3343304 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3343658.250000 Penalty: 5090.783691
	Iteration 15Q: 3 clusters Score -3343658 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3343872.500000 Penalty: 5090.783691
	Iteration 16Q: 3 clusters Score -3343872 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3344016.750000 Penalty: 5090.783691
	Iteration 17Q: 3 clusters Score -3344017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3344104.500000 Penalty: 5090.783691
	Iteration 18Q: 3 clusters Score -3344104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3344141.000000 Penalty: 5090.783691
	Iteration 19Q: 3 clusters Score -3344141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3344198.750000 Penalty: 5090.783691
	Iteration 20F: 3 clusters Score -3344199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3344230.250000 Penalty: 5090.783691
	Iteration 21Q: 3 clusters Score -3344230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3344261.500000 Penalty: 5090.783691
	Iteration 22Q: 3 clusters Score -3344262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3344280.250000 Penalty: 5090.783691
	Iteration 23Q: 3 clusters Score -3344280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3344305.500000 Penalty: 5090.783691
	Iteration 24Q: 3 clusters Score -3344306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3344316.000000 Penalty: 5090.783691
	Iteration 25Q: 3 clusters Score -3344316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3344330.250000 Penalty: 5090.783691
	Iteration 26Q: 3 clusters Score -3344330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3344346.500000 Penalty: 5090.783691
	Iteration 27Q: 3 clusters Score -3344346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3344355.000000 Penalty: 5090.783691
	Iteration 28Q: 3 clusters Score -3344355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3344367.500000 Penalty: 5090.783691
	Iteration 29Q: 3 clusters Score -3344368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3344371.000000 Penalty: 5090.783691
	Iteration 30Q: 3 clusters Score -3344371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3344383.000000 Penalty: 5090.783691
	Iteration 31Q: 3 clusters Score -3344383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3344391.250000 Penalty: 5090.783691
	Iteration 32Q: 3 clusters Score -3344391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3344395.750000 Penalty: 5090.783691
	Iteration 33Q: 3 clusters Score -3344396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3344402.000000 Penalty: 5090.783691
	Iteration 34Q: 3 clusters Score -3344402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3344409.750000 Penalty: 5090.783691
	Iteration 35Q: 3 clusters Score -3344410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3344411.250000 Penalty: 5090.783691
	Iteration 36Q: 3 clusters Score -3344411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3344415.500000 Penalty: 5090.783691
	Iteration 37Q: 3 clusters Score -3344416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3344419.750000 Penalty: 5090.783691
	Iteration 38Q: 3 clusters Score -3344420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3344422.000000 Penalty: 5090.783691
	Iteration 39Q: 3 clusters Score -3344422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3344423.750000 Penalty: 5090.783691
	Iteration 40F: 3 clusters Score -3344424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3344428.500000 Penalty: 5090.783691
	Iteration 41Q: 3 clusters Score -3344428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3344431.500000 Penalty: 5090.783691
	Iteration 42Q: 3 clusters Score -3344432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3344432.750000 Penalty: 5090.783691
	Iteration 43Q: 3 clusters Score -3344433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3344432.500000 Penalty: 5090.783691
	Iteration 44Q: 3 clusters Score -3344432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3344440.000000 Penalty: 5090.783691
	Iteration 45Q: 3 clusters Score -3344440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3344440.000000 Penalty: 5090.783691
	Iteration 46Q: 3 clusters Score -3344440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3344440.000000 Penalty: 5090.783691
	Iteration 47Q: 3 clusters Score -3344440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3344440.000000 Penalty: 5090.783691
	Iteration 48F: 3 clusters Score -3344440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Entering Unmasked Estep 
Score: -1462942.500000 Penalty: 2345.172607
	Iteration 0F: 2 clusters Score -1462942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1453545.250000 Penalty: 4690.345215
	Iteration 0F: 3 clusters Score -1453545 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1456472.375000 Penalty: 4690.345215
	Iteration 1F: 3 clusters Score -1456472 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1456835.875000 Penalty: 4690.345215
	Iteration 2F: 3 clusters Score -1456836 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1457117.625000 Penalty: 4690.345215
	Iteration 3F: 3 clusters Score -1457118 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1457365.125000 Penalty: 4690.345215
	Iteration 4Q: 3 clusters Score -1457365 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1457631.750000 Penalty: 4690.345215
	Iteration 5Q: 3 clusters Score -1457632 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1457920.375000 Penalty: 4690.345215
	Iteration 6Q: 3 clusters Score -1457920 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1458240.625000 Penalty: 4690.345215
	Iteration 7Q: 3 clusters Score -1458241 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1458580.000000 Penalty: 4690.345215
	Iteration 8Q: 3 clusters Score -1458580 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1458944.750000 Penalty: 4690.345215
	Iteration 9Q: 3 clusters Score -1458945 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1459282.250000 Penalty: 4690.345215
	Iteration 10Q: 3 clusters Score -1459282 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1459583.750000 Penalty: 4690.345215
	Iteration 11Q: 3 clusters Score -1459584 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1459823.500000 Penalty: 4690.345215
	Iteration 12Q: 3 clusters Score -1459824 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1460022.125000 Penalty: 4690.345215
	Iteration 13Q: 3 clusters Score -1460022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1460149.125000 Penalty: 4690.345215
	Iteration 14Q: 3 clusters Score -1460149 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1460266.625000 Penalty: 4690.345215
	Iteration 15Q: 3 clusters Score -1460267 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1460358.375000 Penalty: 4690.345215
	Iteration 16Q: 3 clusters Score -1460358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1460444.125000 Penalty: 4690.345215
	Iteration 17Q: 3 clusters Score -1460444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1460507.625000 Penalty: 4690.345215
	Iteration 18Q: 3 clusters Score -1460508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1460560.625000 Penalty: 4690.345215
	Iteration 19Q: 3 clusters Score -1460561 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1460611.375000 Penalty: 4690.345215
	Iteration 20F: 3 clusters Score -1460611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1460646.875000 Penalty: 4690.345215
	Iteration 21Q: 3 clusters Score -1460647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1460689.125000 Penalty: 4690.345215
	Iteration 22Q: 3 clusters Score -1460689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1460721.750000 Penalty: 4690.345215
	Iteration 23Q: 3 clusters Score -1460722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1460742.500000 Penalty: 4690.345215
	Iteration 24Q: 3 clusters Score -1460742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1460759.125000 Penalty: 4690.345215
	Iteration 25Q: 3 clusters Score -1460759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1460778.125000 Penalty: 4690.345215
	Iteration 26Q: 3 clusters Score -1460778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1460787.750000 Penalty: 4690.345215
	Iteration 27Q: 3 clusters Score -1460788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1460805.000000 Penalty: 4690.345215
	Iteration 28Q: 3 clusters Score -1460805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1460821.250000 Penalty: 4690.345215
	Iteration 29Q: 3 clusters Score -1460821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1460827.000000 Penalty: 4690.345215
	Iteration 30Q: 3 clusters Score -1460827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1460835.125000 Penalty: 4690.345215
	Iteration 31Q: 3 clusters Score -1460835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1460844.500000 Penalty: 4690.345215
	Iteration 32Q: 3 clusters Score -1460844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1460852.125000 Penalty: 4690.345215
	Iteration 33Q: 3 clusters Score -1460852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1460859.875000 Penalty: 4690.345215
	Iteration 34Q: 3 clusters Score -1460860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1460863.125000 Penalty: 4690.345215
	Iteration 35Q: 3 clusters Score -1460863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1460871.375000 Penalty: 4690.345215
	Iteration 36Q: 3 clusters Score -1460871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1460875.500000 Penalty: 4690.345215
	Iteration 37Q: 3 clusters Score -1460876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1460886.625000 Penalty: 4690.345215
	Iteration 38Q: 3 clusters Score -1460887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1460893.000000 Penalty: 4690.345215
	Iteration 39Q: 3 clusters Score -1460893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1460899.500000 Penalty: 4690.345215
	Iteration 40F: 3 clusters Score -1460900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1460908.375000 Penalty: 4690.345215
	Iteration 41Q: 3 clusters Score -1460908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1460916.500000 Penalty: 4690.345215
	Iteration 42Q: 3 clusters Score -1460916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1460928.875000 Penalty: 4690.345215
	Iteration 43Q: 3 clusters Score -1460929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1460941.375000 Penalty: 4690.345215
	Iteration 44Q: 3 clusters Score -1460941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1460955.250000 Penalty: 4690.345215
	Iteration 45Q: 3 clusters Score -1460955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1460960.000000 Penalty: 4690.345215
	Iteration 46Q: 3 clusters Score -1460960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1460970.875000 Penalty: 4690.345215
	Iteration 47Q: 3 clusters Score -1460971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1460976.000000 Penalty: 4690.345215
	Iteration 48Q: 3 clusters Score -1460976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1460984.125000 Penalty: 4690.345215
	Iteration 49Q: 3 clusters Score -1460984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1460992.125000 Penalty: 4690.345215
	Iteration 50Q: 3 clusters Score -1460992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1460995.625000 Penalty: 4690.345215
	Iteration 51Q: 3 clusters Score -1460996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1460998.875000 Penalty: 4690.345215
	Iteration 52Q: 3 clusters Score -1460999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1461002.625000 Penalty: 4690.345215
	Iteration 53Q: 3 clusters Score -1461003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1461008.750000 Penalty: 4690.345215
	Iteration 54Q: 3 clusters Score -1461009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1461011.875000 Penalty: 4690.345215
	Iteration 55Q: 3 clusters Score -1461012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1461015.375000 Penalty: 4690.345215
	Iteration 56Q: 3 clusters Score -1461015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1461022.500000 Penalty: 4690.345215
	Iteration 57Q: 3 clusters Score -1461022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1461032.125000 Penalty: 4690.345215
	Iteration 58Q: 3 clusters Score -1461032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1461035.500000 Penalty: 4690.345215
	Iteration 59Q: 3 clusters Score -1461036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1461039.125000 Penalty: 4690.345215
	Iteration 60F: 3 clusters Score -1461039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1461040.500000 Penalty: 4690.345215
	Iteration 61Q: 3 clusters Score -1461040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1461041.750000 Penalty: 4690.345215
	Iteration 62Q: 3 clusters Score -1461042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1461044.500000 Penalty: 4690.345215
	Iteration 63Q: 3 clusters Score -1461044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1461044.250000 Penalty: 4690.345215
	Iteration 64Q: 3 clusters Score -1461044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1461048.500000 Penalty: 4690.345215
	Iteration 65Q: 3 clusters Score -1461048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1461047.125000 Penalty: 4690.345215
	Iteration 66Q: 3 clusters Score -1461047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1461046.375000 Penalty: 4690.345215
	Iteration 67Q: 3 clusters Score -1461046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1461053.125000 Penalty: 4690.345215
	Iteration 68Q: 3 clusters Score -1461053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1461052.875000 Penalty: 4690.345215
	Iteration 69Q: 3 clusters Score -1461053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1461055.000000 Penalty: 4690.345215
	Iteration 70Q: 3 clusters Score -1461055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1461054.000000 Penalty: 4690.345215
	Iteration 71Q: 3 clusters Score -1461054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1461054.000000 Penalty: 4690.345215
	Iteration 72F: 3 clusters Score -1461054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Entering Unmasked Estep 
Score: -6358087.500000 Penalty: 2708.833008
	Iteration 0F: 2 clusters Score -6358088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6320973.500000 Penalty: 5417.666016
	Iteration 0F: 3 clusters Score -6320974 nChanged 25651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -6335170.000000 Penalty: 5417.666016
	Iteration 1F: 3 clusters Score -6335170 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -6335808.000000 Penalty: 5417.666016
	Iteration 2Q: 3 clusters Score -6335808 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -6336458.000000 Penalty: 5417.666016
	Iteration 3Q: 3 clusters Score -6336458 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -6337417.500000 Penalty: 5417.666016
	Iteration 4Q: 3 clusters Score -6337418 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -6338826.000000 Penalty: 5417.666016
	Iteration 5F: 3 clusters Score -6338826 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -6340971.500000 Penalty: 5417.666016
	Iteration 6F: 3 clusters Score -6340972 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -6343914.000000 Penalty: 5417.666016
	Iteration 7F: 3 clusters Score -6343914 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -6347535.500000 Penalty: 5417.666016
	Iteration 8F: 3 clusters Score -6347536 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -6350975.000000 Penalty: 5417.666016
	Iteration 9F: 3 clusters Score -6350975 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6353350.500000 Penalty: 5417.666016
	Iteration 10Q: 3 clusters Score -6353350 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -6354691.500000 Penalty: 5417.666016
	Iteration 11Q: 3 clusters Score -6354692 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -6355391.000000 Penalty: 5417.666016
	Iteration 12Q: 3 clusters Score -6355391 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -6355723.500000 Penalty: 5417.666016
	Iteration 13Q: 3 clusters Score -6355724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -6355856.000000 Penalty: 5417.666016
	Iteration 14Q: 3 clusters Score -6355856 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -6355938.500000 Penalty: 5417.666016
	Iteration 15Q: 3 clusters Score -6355938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6355984.000000 Penalty: 5417.666016
	Iteration 16Q: 3 clusters Score -6355984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6356027.000000 Penalty: 5417.666016
	Iteration 17Q: 3 clusters Score -6356027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6356041.000000 Penalty: 5417.666016
	Iteration 18Q: 3 clusters Score -6356041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -6356078.500000 Penalty: 5417.666016
	Iteration 19Q: 3 clusters Score -6356078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6356099.000000 Penalty: 5417.666016
	Iteration 20F: 3 clusters Score -6356099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -6356117.500000 Penalty: 5417.666016
	Iteration 21Q: 3 clusters Score -6356118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6356125.000000 Penalty: 5417.666016
	Iteration 22Q: 3 clusters Score -6356125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6356123.500000 Penalty: 5417.666016
	Iteration 23Q: 3 clusters Score -6356124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6356131.000000 Penalty: 5417.666016
	Iteration 24Q: 3 clusters Score -6356131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6356128.500000 Penalty: 5417.666016
	Iteration 25Q: 3 clusters Score -6356128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -6356126.000000 Penalty: 5417.666016
	Iteration 26Q: 3 clusters Score -6356126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -6356131.000000 Penalty: 5417.666016
	Iteration 27Q: 3 clusters Score -6356131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6356138.500000 Penalty: 5417.666016
	Iteration 28Q: 3 clusters Score -6356138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6356139.000000 Penalty: 5417.666016
	Iteration 29Q: 3 clusters Score -6356139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6356139.000000 Penalty: 5417.666016
	Iteration 30F: 3 clusters Score -6356139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Entering Unmasked Estep 
Score: -324267.062500 Penalty: 2023.170044
	Iteration 0F: 2 clusters Score -324267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -320741.281250 Penalty: 4046.340088
	Iteration 0F: 3 clusters Score -320741.3 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -321834.906250 Penalty: 4046.340088
	Iteration 1F: 3 clusters Score -321834.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -322316.656250 Penalty: 4046.340088
	Iteration 2F: 3 clusters Score -322316.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -322642.250000 Penalty: 4046.340088
	Iteration 3F: 3 clusters Score -322642.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322878.906250 Penalty: 4046.340088
	Iteration 4F: 3 clusters Score -322878.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -323049.375000 Penalty: 4046.340088
	Iteration 5Q: 3 clusters Score -323049.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323181.281250 Penalty: 4046.340088
	Iteration 6Q: 3 clusters Score -323181.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -323266.000000 Penalty: 4046.340088
	Iteration 7Q: 3 clusters Score -323266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -323337.156250 Penalty: 4046.340088
	Iteration 8Q: 3 clusters Score -323337.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -323397.937500 Penalty: 4046.340088
	Iteration 9Q: 3 clusters Score -323397.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -323453.187500 Penalty: 4046.340088
	Iteration 10Q: 3 clusters Score -323453.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -323505.031250 Penalty: 4046.340088
	Iteration 11Q: 3 clusters Score -323505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -323542.937500 Penalty: 4046.340088
	Iteration 12Q: 3 clusters Score -323542.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -323565.812500 Penalty: 4046.340088
	Iteration 13Q: 3 clusters Score -323565.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -323582.687500 Penalty: 4046.340088
	Iteration 14Q: 3 clusters Score -323582.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -323603.687500 Penalty: 4046.340088
	Iteration 15Q: 3 clusters Score -323603.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -323624.906250 Penalty: 4046.340088
	Iteration 16Q: 3 clusters Score -323624.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -323636.781250 Penalty: 4046.340088
	Iteration 17Q: 3 clusters Score -323636.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -323647.343750 Penalty: 4046.340088
	Iteration 18Q: 3 clusters Score -323647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -323670.000000 Penalty: 4046.340088
	Iteration 19Q: 3 clusters Score -323670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -323697.000000 Penalty: 4046.340088
	Iteration 20F: 3 clusters Score -323697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -323725.281250 Penalty: 4046.340088
	Iteration 21Q: 3 clusters Score -323725.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -323748.718750 Penalty: 4046.340088
	Iteration 22Q: 3 clusters Score -323748.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -323764.156250 Penalty: 4046.340088
	Iteration 23Q: 3 clusters Score -323764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -323773.781250 Penalty: 4046.340088
	Iteration 24Q: 3 clusters Score -323773.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -323782.750000 Penalty: 4046.340088
	Iteration 25Q: 3 clusters Score -323782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -323784.000000 Penalty: 4046.340088
	Iteration 26Q: 3 clusters Score -323784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -323786.125000 Penalty: 4046.340088
	Iteration 27Q: 3 clusters Score -323786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -323786.125000 Penalty: 4046.340088
	Iteration 28F: 3 clusters Score -323786.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Entering Unmasked Estep 
Score: -1985095.125000 Penalty: 2422.991455
	Iteration 0F: 2 clusters Score -1985095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1972612.875000 Penalty: 4845.982910
	Iteration 0F: 3 clusters Score -1972613 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1976889.125000 Penalty: 4845.982910
	Iteration 1F: 3 clusters Score -1976889 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1977438.500000 Penalty: 4845.982910
	Iteration 2F: 3 clusters Score -1977438 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1978004.625000 Penalty: 4845.982910
	Iteration 3F: 3 clusters Score -1978005 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1978577.750000 Penalty: 4845.982910
	Iteration 4F: 3 clusters Score -1978578 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1979146.125000 Penalty: 4845.982910
	Iteration 5F: 3 clusters Score -1979146 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1979700.750000 Penalty: 4845.982910
	Iteration 6F: 3 clusters Score -1979701 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1980197.875000 Penalty: 4845.982910
	Iteration 7Q: 3 clusters Score -1980198 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1980674.750000 Penalty: 4845.982910
	Iteration 8Q: 3 clusters Score -1980675 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1981141.125000 Penalty: 4845.982910
	Iteration 9Q: 3 clusters Score -1981141 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1981561.500000 Penalty: 4845.982910
	Iteration 10Q: 3 clusters Score -1981562 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1981984.000000 Penalty: 4845.982910
	Iteration 11Q: 3 clusters Score -1981984 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1982345.625000 Penalty: 4845.982910
	Iteration 12Q: 3 clusters Score -1982346 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1982665.125000 Penalty: 4845.982910
	Iteration 13Q: 3 clusters Score -1982665 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1982986.000000 Penalty: 4845.982910
	Iteration 14Q: 3 clusters Score -1982986 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1983315.000000 Penalty: 4845.982910
	Iteration 15Q: 3 clusters Score -1983315 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1983657.250000 Penalty: 4845.982910
	Iteration 16Q: 3 clusters Score -1983657 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1983942.750000 Penalty: 4845.982910
	Iteration 17Q: 3 clusters Score -1983943 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1984136.250000 Penalty: 4845.982910
	Iteration 18Q: 3 clusters Score -1984136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1984302.125000 Penalty: 4845.982910
	Iteration 19Q: 3 clusters Score -1984302 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1984422.375000 Penalty: 4845.982910
	Iteration 20F: 3 clusters Score -1984422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1984524.125000 Penalty: 4845.982910
	Iteration 21Q: 3 clusters Score -1984524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1984595.500000 Penalty: 4845.982910
	Iteration 22Q: 3 clusters Score -1984596 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1984662.125000 Penalty: 4845.982910
	Iteration 23Q: 3 clusters Score -1984662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1984709.375000 Penalty: 4845.982910
	Iteration 24Q: 3 clusters Score -1984709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1984743.250000 Penalty: 4845.982910
	Iteration 25Q: 3 clusters Score -1984743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1984780.875000 Penalty: 4845.982910
	Iteration 26Q: 3 clusters Score -1984781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1984809.750000 Penalty: 4845.982910
	Iteration 27Q: 3 clusters Score -1984810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1984829.500000 Penalty: 4845.982910
	Iteration 28Q: 3 clusters Score -1984830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1984849.875000 Penalty: 4845.982910
	Iteration 29Q: 3 clusters Score -1984850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1984874.750000 Penalty: 4845.982910
	Iteration 30Q: 3 clusters Score -1984875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1984893.125000 Penalty: 4845.982910
	Iteration 31Q: 3 clusters Score -1984893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1984906.750000 Penalty: 4845.982910
	Iteration 32Q: 3 clusters Score -1984907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1984915.625000 Penalty: 4845.982910
	Iteration 33Q: 3 clusters Score -1984916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1984925.000000 Penalty: 4845.982910
	Iteration 34Q: 3 clusters Score -1984925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1984930.875000 Penalty: 4845.982910
	Iteration 35Q: 3 clusters Score -1984931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1984934.625000 Penalty: 4845.982910
	Iteration 36Q: 3 clusters Score -1984935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1984932.250000 Penalty: 4845.982910
	Iteration 37Q: 3 clusters Score -1984932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1984935.250000 Penalty: 4845.982910
	Iteration 38Q: 3 clusters Score -1984935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1984936.500000 Penalty: 4845.982910
	Iteration 39Q: 3 clusters Score -1984936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1984937.375000 Penalty: 4845.982910
	Iteration 40F: 3 clusters Score -1984937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1984938.125000 Penalty: 4845.982910
	Iteration 41Q: 3 clusters Score -1984938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1984937.625000 Penalty: 4845.982910
	Iteration 42Q: 3 clusters Score -1984938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1984938.125000 Penalty: 4845.982910
	Iteration 43Q: 3 clusters Score -1984938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1984938.625000 Penalty: 4845.982910
	Iteration 44Q: 3 clusters Score -1984939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1984939.000000 Penalty: 4845.982910
	Iteration 45Q: 3 clusters Score -1984939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1984938.625000 Penalty: 4845.982910
	Iteration 46Q: 3 clusters Score -1984939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1984940.750000 Penalty: 4845.982910
	Iteration 47Q: 3 clusters Score -1984941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1984940.750000 Penalty: 4845.982910
	Iteration 48F: 3 clusters Score -1984941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -477393.250000 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -477393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -473306.437500 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -473306.4 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -474357.156250 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -474357.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -474657.500000 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -474657.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -474838.156250 Penalty: 4164.492676
	Iteration 3F: 3 clusters Score -474838.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -474985.375000 Penalty: 4164.492676
	Iteration 4Q: 3 clusters Score -474985.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -475115.281250 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -475115.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -475222.062500 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -475222.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -475306.906250 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -475306.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -475381.562500 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -475381.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -475448.750000 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -475448.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -475529.500000 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -475529.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -475609.718750 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -475609.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -475673.250000 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -475673.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -475726.218750 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -475726.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -475768.312500 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -475768.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -475805.281250 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -475805.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -475834.562500 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -475834.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -475858.125000 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -475858.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -475882.968750 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -475883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475905.625000 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -475905.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -475922.375000 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -475922.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -475943.625000 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -475943.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -475962.343750 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -475962.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -475978.812500 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -475978.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -475994.031250 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -475994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -476004.406250 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -476004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -476011.500000 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -476011.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -476017.500000 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -476017.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -476023.281250 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -476023.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -476029.093750 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -476029.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -476034.375000 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -476034.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -476039.468750 Penalty: 4164.492676
	Iteration 31Q: 3 clusters Score -476039.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -476044.000000 Penalty: 4164.492676
	Iteration 32Q: 3 clusters Score -476044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -476049.437500 Penalty: 4164.492676
	Iteration 33Q: 3 clusters Score -476049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -476054.468750 Penalty: 4164.492676
	Iteration 34Q: 3 clusters Score -476054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -476060.062500 Penalty: 4164.492676
	Iteration 35Q: 3 clusters Score -476060.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -476065.406250 Penalty: 4164.492676
	Iteration 36Q: 3 clusters Score -476065.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -476077.031250 Penalty: 4164.492676
	Iteration 37Q: 3 clusters Score -476077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -476087.343750 Penalty: 4164.492676
	Iteration 38Q: 3 clusters Score -476087.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -476094.718750 Penalty: 4164.492676
	Iteration 39Q: 3 clusters Score -476094.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -476100.781250 Penalty: 4164.492676
	Iteration 40F: 3 clusters Score -476100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -476107.125000 Penalty: 4164.492676
	Iteration 41Q: 3 clusters Score -476107.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -476111.156250 Penalty: 4164.492676
	Iteration 42Q: 3 clusters Score -476111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -476118.468750 Penalty: 4164.492676
	Iteration 43Q: 3 clusters Score -476118.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -476126.781250 Penalty: 4164.492676
	Iteration 44Q: 3 clusters Score -476126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -476135.937500 Penalty: 4164.492676
	Iteration 45Q: 3 clusters Score -476135.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -476147.000000 Penalty: 4164.492676
	Iteration 46Q: 3 clusters Score -476147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -476158.406250 Penalty: 4164.492676
	Iteration 47Q: 3 clusters Score -476158.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -476173.937500 Penalty: 4164.492676
	Iteration 48Q: 3 clusters Score -476173.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -476188.062500 Penalty: 4164.492676
	Iteration 49Q: 3 clusters Score -476188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -476201.468750 Penalty: 4164.492676
	Iteration 50Q: 3 clusters Score -476201.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -476215.875000 Penalty: 4164.492676
	Iteration 51Q: 3 clusters Score -476215.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -476230.187500 Penalty: 4164.492676
	Iteration 52Q: 3 clusters Score -476230.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -476246.000000 Penalty: 4164.492676
	Iteration 53Q: 3 clusters Score -476246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -476259.656250 Penalty: 4164.492676
	Iteration 54Q: 3 clusters Score -476259.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -476271.343750 Penalty: 4164.492676
	Iteration 55Q: 3 clusters Score -476271.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -476279.281250 Penalty: 4164.492676
	Iteration 56Q: 3 clusters Score -476279.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -476285.843750 Penalty: 4164.492676
	Iteration 57Q: 3 clusters Score -476285.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -476290.906250 Penalty: 4164.492676
	Iteration 58Q: 3 clusters Score -476290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -476296.812500 Penalty: 4164.492676
	Iteration 59Q: 3 clusters Score -476296.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -476302.625000 Penalty: 4164.492676
	Iteration 60F: 3 clusters Score -476302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -476307.062500 Penalty: 4164.492676
	Iteration 61Q: 3 clusters Score -476307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -476311.875000 Penalty: 4164.492676
	Iteration 62Q: 3 clusters Score -476311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -476315.750000 Penalty: 4164.492676
	Iteration 63Q: 3 clusters Score -476315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -476318.000000 Penalty: 4164.492676
	Iteration 64Q: 3 clusters Score -476318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -476320.875000 Penalty: 4164.492676
	Iteration 65Q: 3 clusters Score -476320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -476323.218750 Penalty: 4164.492676
	Iteration 66Q: 3 clusters Score -476323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -476325.093750 Penalty: 4164.492676
	Iteration 67Q: 3 clusters Score -476325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -476326.500000 Penalty: 4164.492676
	Iteration 68Q: 3 clusters Score -476326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -476326.500000 Penalty: 4164.492676
	Iteration 69F: 3 clusters Score -476326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -379363.656250 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -379363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -375845.156250 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -375845.2 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -376578.343750 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -376578.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -376787.312500 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -376787.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -376956.375000 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -376956.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -377139.125000 Penalty: 4039.040527
	Iteration 4F: 3 clusters Score -377139.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -377316.968750 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -377317 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -377494.281250 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -377494.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -377643.593750 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -377643.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -377770.718750 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -377770.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -377885.156250 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -377885.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -377987.687500 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -377987.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -378054.812500 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -378054.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -378103.656250 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -378103.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -378141.531250 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -378141.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -378160.062500 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -378160.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -378172.218750 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -378172.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -378178.718750 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -378178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -378184.125000 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -378184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -378189.437500 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -378189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -378193.281250 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -378193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -378197.187500 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -378197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -378201.125000 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -378201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -378205.437500 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -378205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -378207.656250 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -378207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -378210.843750 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -378210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -378212.406250 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -378212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -378215.875000 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -378215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -378219.562500 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -378219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -378221.843750 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -378221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -378225.468750 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -378225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -378228.656250 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -378228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -378231.187500 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -378231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -378232.750000 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -378232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -378233.781250 Penalty: 4039.040527
	Iteration 33Q: 3 clusters Score -378233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -378234.250000 Penalty: 4039.040527
	Iteration 34Q: 3 clusters Score -378234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -378235.375000 Penalty: 4039.040527
	Iteration 35Q: 3 clusters Score -378235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -378235.843750 Penalty: 4039.040527
	Iteration 36Q: 3 clusters Score -378235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -378238.031250 Penalty: 4039.040527
	Iteration 37Q: 3 clusters Score -378238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -378239.250000 Penalty: 4039.040527
	Iteration 38Q: 3 clusters Score -378239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -378242.000000 Penalty: 4039.040527
	Iteration 39Q: 3 clusters Score -378242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -378245.093750 Penalty: 4039.040527
	Iteration 40F: 3 clusters Score -378245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -378247.406250 Penalty: 4039.040527
	Iteration 41Q: 3 clusters Score -378247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -378250.968750 Penalty: 4039.040527
	Iteration 42Q: 3 clusters Score -378251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -378252.250000 Penalty: 4039.040527
	Iteration 43Q: 3 clusters Score -378252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -378252.937500 Penalty: 4039.040527
	Iteration 44Q: 3 clusters Score -378252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -378252.937500 Penalty: 4039.040527
	Iteration 45F: 3 clusters Score -378252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -681094.437500 Penalty: 2163.764648
	Iteration 0F: 2 clusters Score -681094.4 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 3081 members 
Entering Unmasked Estep 
Score: -675833.812500 Penalty: 4327.529297
	Iteration 0F: 3 clusters Score -675833.8 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -677330.937500 Penalty: 4327.529297
	Iteration 1F: 3 clusters Score -677330.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -677857.750000 Penalty: 4327.529297
	Iteration 2F: 3 clusters Score -677857.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -678377.875000 Penalty: 4327.529297
	Iteration 3F: 3 clusters Score -678377.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -678926.187500 Penalty: 4327.529297
	Iteration 4F: 3 clusters Score -678926.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -679500.812500 Penalty: 4327.529297
	Iteration 5F: 3 clusters Score -679500.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -679922.750000 Penalty: 4327.529297
	Iteration 6F: 3 clusters Score -679922.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -680247.312500 Penalty: 4327.529297
	Iteration 7Q: 3 clusters Score -680247.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -680535.812500 Penalty: 4327.529297
	Iteration 8Q: 3 clusters Score -680535.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -680784.750000 Penalty: 4327.529297
	Iteration 9Q: 3 clusters Score -680784.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -680985.625000 Penalty: 4327.529297
	Iteration 10Q: 3 clusters Score -680985.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -681150.312500 Penalty: 4327.529297
	Iteration 11Q: 3 clusters Score -681150.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -681233.250000 Penalty: 4327.529297
	Iteration 12Q: 3 clusters Score -681233.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -681279.312500 Penalty: 4327.529297
	Iteration 13Q: 3 clusters Score -681279.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -681307.000000 Penalty: 4327.529297
	Iteration 14Q: 3 clusters Score -681307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -681333.187500 Penalty: 4327.529297
	Iteration 15Q: 3 clusters Score -681333.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -681365.125000 Penalty: 4327.529297
	Iteration 16Q: 3 clusters Score -681365.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -681387.062500 Penalty: 4327.529297
	Iteration 17Q: 3 clusters Score -681387.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -681405.500000 Penalty: 4327.529297
	Iteration 18Q: 3 clusters Score -681405.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -681421.312500 Penalty: 4327.529297
	Iteration 19Q: 3 clusters Score -681421.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -681432.812500 Penalty: 4327.529297
	Iteration 20F: 3 clusters Score -681432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -681437.562500 Penalty: 4327.529297
	Iteration 21Q: 3 clusters Score -681437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -681445.875000 Penalty: 4327.529297
	Iteration 22Q: 3 clusters Score -681445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -681452.937500 Penalty: 4327.529297
	Iteration 23Q: 3 clusters Score -681452.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -681460.312500 Penalty: 4327.529297
	Iteration 24Q: 3 clusters Score -681460.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -681470.125000 Penalty: 4327.529297
	Iteration 25Q: 3 clusters Score -681470.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -681484.250000 Penalty: 4327.529297
	Iteration 26Q: 3 clusters Score -681484.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -681496.625000 Penalty: 4327.529297
	Iteration 27Q: 3 clusters Score -681496.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -681507.250000 Penalty: 4327.529297
	Iteration 28Q: 3 clusters Score -681507.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -681520.312500 Penalty: 4327.529297
	Iteration 29Q: 3 clusters Score -681520.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -681529.187500 Penalty: 4327.529297
	Iteration 30Q: 3 clusters Score -681529.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -681535.812500 Penalty: 4327.529297
	Iteration 31Q: 3 clusters Score -681535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -681539.312500 Penalty: 4327.529297
	Iteration 32Q: 3 clusters Score -681539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -681542.062500 Penalty: 4327.529297
	Iteration 33Q: 3 clusters Score -681542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -681541.125000 Penalty: 4327.529297
	Iteration 34Q: 3 clusters Score -681541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -681542.875000 Penalty: 4327.529297
	Iteration 35Q: 3 clusters Score -681542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -681545.875000 Penalty: 4327.529297
	Iteration 36Q: 3 clusters Score -681545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -681548.312500 Penalty: 4327.529297
	Iteration 37Q: 3 clusters Score -681548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -681548.125000 Penalty: 4327.529297
	Iteration 38Q: 3 clusters Score -681548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -681550.375000 Penalty: 4327.529297
	Iteration 39Q: 3 clusters Score -681550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -681549.875000 Penalty: 4327.529297
	Iteration 40F: 3 clusters Score -681549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -681550.437500 Penalty: 4327.529297
	Iteration 41Q: 3 clusters Score -681550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -681552.750000 Penalty: 4327.529297
	Iteration 42Q: 3 clusters Score -681552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -681551.375000 Penalty: 4327.529297
	Iteration 43Q: 3 clusters Score -681551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -681552.250000 Penalty: 4327.529297
	Iteration 44Q: 3 clusters Score -681552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -681552.250000 Penalty: 4327.529297
	Iteration 45F: 3 clusters Score -681552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2532 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212294208.000000 Penalty: 366495.125000
Splitting cluster 11 changes total score from -212294928.000000 to -212294208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (248384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248384 members 
Entering Unmasked Estep 
Score: -29106026.000000 Penalty: 3080.837402
	Iteration 0F: 2 clusters Score -2.910603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 123883 members 
Entering Unmasked Estep 
Score: -28947954.000000 Penalty: 6161.674805
	Iteration 0F: 3 clusters Score -2.894795e+07 nChanged 120045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126432 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -29018564.000000 Penalty: 6161.674805
	Iteration 1F: 3 clusters Score -2.901856e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -29019830.000000 Penalty: 6161.674805
	Iteration 2Q: 3 clusters Score -2.901983e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 118470 members 
Entering Unmasked Estep 
Score: -29021680.000000 Penalty: 6161.674805
	Iteration 3Q: 3 clusters Score -2.902168e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132954 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -29024514.000000 Penalty: 6161.674805
	Iteration 4Q: 3 clusters Score -2.902451e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -29029330.000000 Penalty: 6161.674805
	Iteration 5Q: 3 clusters Score -2.902933e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 104645 members 
Entering Unmasked Estep 
Score: -29036552.000000 Penalty: 6161.674805
	Iteration 6F: 3 clusters Score -2.903655e+07 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152468 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -29046940.000000 Penalty: 6161.674805
	Iteration 7F: 3 clusters Score -2.904694e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163310 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -29059788.000000 Penalty: 6161.674805
	Iteration 8F: 3 clusters Score -2.905979e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175240 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -29072206.000000 Penalty: 6161.674805
	Iteration 9F: 3 clusters Score -2.907221e+07 nChanged 14362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -29081578.000000 Penalty: 6161.674805
	Iteration 10F: 3 clusters Score -2.908158e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197432 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -29088448.000000 Penalty: 6161.674805
	Iteration 11Q: 3 clusters Score -2.908845e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206751 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -29093212.000000 Penalty: 6161.674805
	Iteration 12Q: 3 clusters Score -2.909321e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214454 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -29096102.000000 Penalty: 6161.674805
	Iteration 13Q: 3 clusters Score -2.90961e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220746 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -29098220.000000 Penalty: 6161.674805
	Iteration 14Q: 3 clusters Score -2.909822e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225861 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -29099752.000000 Penalty: 6161.674805
	Iteration 15Q: 3 clusters Score -2.909975e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230024 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -29101012.000000 Penalty: 6161.674805
	Iteration 16Q: 3 clusters Score -2.910101e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233281 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -29102066.000000 Penalty: 6161.674805
	Iteration 17Q: 3 clusters Score -2.910207e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235828 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -29102732.000000 Penalty: 6161.674805
	Iteration 18Q: 3 clusters Score -2.910273e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237765 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -29103076.000000 Penalty: 6161.674805
	Iteration 19Q: 3 clusters Score -2.910308e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239196 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -29103170.000000 Penalty: 6161.674805
	Iteration 20F: 3 clusters Score -2.910317e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240311 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -29103398.000000 Penalty: 6161.674805
	Iteration 21Q: 3 clusters Score -2.91034e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241128 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -29103552.000000 Penalty: 6161.674805
	Iteration 22Q: 3 clusters Score -2.910355e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241732 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -29103696.000000 Penalty: 6161.674805
	Iteration 23Q: 3 clusters Score -2.91037e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242217 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -29103720.000000 Penalty: 6161.674805
	Iteration 24Q: 3 clusters Score -2.910372e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242610 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -29103836.000000 Penalty: 6161.674805
	Iteration 25Q: 3 clusters Score -2.910384e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242905 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -29103872.000000 Penalty: 6161.674805
	Iteration 26Q: 3 clusters Score -2.910387e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243148 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -29103934.000000 Penalty: 6161.674805
	Iteration 27Q: 3 clusters Score -2.910393e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243373 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -29104050.000000 Penalty: 6161.674805
	Iteration 28Q: 3 clusters Score -2.910405e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243537 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -29104054.000000 Penalty: 6161.674805
	Iteration 29Q: 3 clusters Score -2.910405e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243712 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -29104074.000000 Penalty: 6161.674805
	Iteration 30Q: 3 clusters Score -2.910407e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243860 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -29104100.000000 Penalty: 6161.674805
	Iteration 31Q: 3 clusters Score -2.91041e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243967 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -29104108.000000 Penalty: 6161.674805
	Iteration 32Q: 3 clusters Score -2.910411e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244066 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -29104136.000000 Penalty: 6161.674805
	Iteration 33Q: 3 clusters Score -2.910414e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244156 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -29104150.000000 Penalty: 6161.674805
	Iteration 34Q: 3 clusters Score -2.910415e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244244 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -29104136.000000 Penalty: 6161.674805
	Iteration 35Q: 3 clusters Score -2.910414e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244316 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -29104194.000000 Penalty: 6161.674805
	Iteration 36Q: 3 clusters Score -2.910419e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244398 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -29104236.000000 Penalty: 6161.674805
	Iteration 37Q: 3 clusters Score -2.910424e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244466 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -29104234.000000 Penalty: 6161.674805
	Iteration 38Q: 3 clusters Score -2.910423e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244533 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -29104216.000000 Penalty: 6161.674805
	Iteration 39Q: 3 clusters Score -2.910422e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244592 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -29104232.000000 Penalty: 6161.674805
	Iteration 40F: 3 clusters Score -2.910423e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244646 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -29104240.000000 Penalty: 6161.674805
	Iteration 41Q: 3 clusters Score -2.910424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244680 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -29104228.000000 Penalty: 6161.674805
	Iteration 42Q: 3 clusters Score -2.910423e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244717 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -29104216.000000 Penalty: 6161.674805
	Iteration 43Q: 3 clusters Score -2.910422e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244745 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -29104226.000000 Penalty: 6161.674805
	Iteration 44Q: 3 clusters Score -2.910423e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244771 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -29104206.000000 Penalty: 6161.674805
	Iteration 45Q: 3 clusters Score -2.910421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244798 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -29104204.000000 Penalty: 6161.674805
	Iteration 46Q: 3 clusters Score -2.91042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244817 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -29104184.000000 Penalty: 6161.674805
	Iteration 47Q: 3 clusters Score -2.910418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244838 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -29104188.000000 Penalty: 6161.674805
	Iteration 48Q: 3 clusters Score -2.910419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244855 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -29104208.000000 Penalty: 6161.674805
	Iteration 49Q: 3 clusters Score -2.910421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244869 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -29104204.000000 Penalty: 6161.674805
	Iteration 50Q: 3 clusters Score -2.91042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244885 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -29104168.000000 Penalty: 6161.674805
	Iteration 51Q: 3 clusters Score -2.910417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244899 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -29104182.000000 Penalty: 6161.674805
	Iteration 52Q: 3 clusters Score -2.910418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244910 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -29104194.000000 Penalty: 6161.674805
	Iteration 53Q: 3 clusters Score -2.910419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244928 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -29104210.000000 Penalty: 6161.674805
	Iteration 54Q: 3 clusters Score -2.910421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244946 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -29104202.000000 Penalty: 6161.674805
	Iteration 55Q: 3 clusters Score -2.91042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244960 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -29104184.000000 Penalty: 6161.674805
	Iteration 56Q: 3 clusters Score -2.910418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244982 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -29104186.000000 Penalty: 6161.674805
	Iteration 57Q: 3 clusters Score -2.910419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245001 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -29104210.000000 Penalty: 6161.674805
	Iteration 58Q: 3 clusters Score -2.910421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245020 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -29104206.000000 Penalty: 6161.674805
	Iteration 59Q: 3 clusters Score -2.910421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245033 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -29104220.000000 Penalty: 6161.674805
	Iteration 60F: 3 clusters Score -2.910422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245056 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -29104206.000000 Penalty: 6161.674805
	Iteration 61Q: 3 clusters Score -2.910421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245072 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -29104212.000000 Penalty: 6161.674805
	Iteration 62Q: 3 clusters Score -2.910421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245074 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -29104232.000000 Penalty: 6161.674805
	Iteration 63Q: 3 clusters Score -2.910423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245075 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -29104218.000000 Penalty: 6161.674805
	Iteration 64Q: 3 clusters Score -2.910422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245082 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -29104224.000000 Penalty: 6161.674805
	Iteration 65Q: 3 clusters Score -2.910422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245094 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -29104214.000000 Penalty: 6161.674805
	Iteration 66Q: 3 clusters Score -2.910421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245105 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -29104218.000000 Penalty: 6161.674805
	Iteration 67Q: 3 clusters Score -2.910422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245110 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -29104198.000000 Penalty: 6161.674805
	Iteration 68Q: 3 clusters Score -2.91042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245113 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -29104198.000000 Penalty: 6161.674805
	Iteration 69Q: 3 clusters Score -2.91042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245124 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -29104182.000000 Penalty: 6161.674805
	Iteration 70Q: 3 clusters Score -2.910418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245136 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -29104190.000000 Penalty: 6161.674805
	Iteration 71Q: 3 clusters Score -2.910419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245148 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -29104178.000000 Penalty: 6161.674805
	Iteration 72Q: 3 clusters Score -2.910418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245152 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -29104190.000000 Penalty: 6161.674805
	Iteration 73Q: 3 clusters Score -2.910419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245158 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -29104196.000000 Penalty: 6161.674805
	Iteration 74Q: 3 clusters Score -2.91042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245162 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -29104218.000000 Penalty: 6161.674805
	Iteration 75Q: 3 clusters Score -2.910422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245163 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -29104196.000000 Penalty: 6161.674805
	Iteration 76Q: 3 clusters Score -2.91042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245163 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -29104218.000000 Penalty: 6161.674805
	Iteration 77Q: 3 clusters Score -2.910422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245165 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -29104220.000000 Penalty: 6161.674805
	Iteration 78Q: 3 clusters Score -2.910422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -29104214.000000 Penalty: 6161.674805
	Iteration 79Q: 3 clusters Score -2.910421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -29104218.000000 Penalty: 6161.674805
	Iteration 80F: 3 clusters Score -2.910422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -29104204.000000 Penalty: 6161.674805
	Iteration 81Q: 3 clusters Score -2.91042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -29104216.000000 Penalty: 6161.674805
	Iteration 82Q: 3 clusters Score -2.910422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -29104216.000000 Penalty: 6161.674805
	Iteration 83F: 3 clusters Score -2.910422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -781399.187500 Penalty: 2203.039551
	Iteration 0F: 2 clusters Score -781399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -775563.812500 Penalty: 4406.079102
	Iteration 0F: 3 clusters Score -775563.8 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -777426.437500 Penalty: 4406.079102
	Iteration 1F: 3 clusters Score -777426.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -778101.875000 Penalty: 4406.079102
	Iteration 2F: 3 clusters Score -778101.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -778771.500000 Penalty: 4406.079102
	Iteration 3F: 3 clusters Score -778771.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -779413.500000 Penalty: 4406.079102
	Iteration 4F: 3 clusters Score -779413.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -779871.437500 Penalty: 4406.079102
	Iteration 5F: 3 clusters Score -779871.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -780142.500000 Penalty: 4406.079102
	Iteration 6F: 3 clusters Score -780142.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -780280.625000 Penalty: 4406.079102
	Iteration 7Q: 3 clusters Score -780280.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -780383.187500 Penalty: 4406.079102
	Iteration 8Q: 3 clusters Score -780383.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -780448.562500 Penalty: 4406.079102
	Iteration 9Q: 3 clusters Score -780448.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -780501.812500 Penalty: 4406.079102
	Iteration 10Q: 3 clusters Score -780501.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -780537.750000 Penalty: 4406.079102
	Iteration 11Q: 3 clusters Score -780537.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -780557.437500 Penalty: 4406.079102
	Iteration 12Q: 3 clusters Score -780557.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -780572.375000 Penalty: 4406.079102
	Iteration 13Q: 3 clusters Score -780572.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -780583.500000 Penalty: 4406.079102
	Iteration 14Q: 3 clusters Score -780583.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -780592.250000 Penalty: 4406.079102
	Iteration 15Q: 3 clusters Score -780592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -780599.250000 Penalty: 4406.079102
	Iteration 16Q: 3 clusters Score -780599.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -780604.187500 Penalty: 4406.079102
	Iteration 17Q: 3 clusters Score -780604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -780607.375000 Penalty: 4406.079102
	Iteration 18Q: 3 clusters Score -780607.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -780608.500000 Penalty: 4406.079102
	Iteration 19Q: 3 clusters Score -780608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -780610.937500 Penalty: 4406.079102
	Iteration 20F: 3 clusters Score -780610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -780611.937500 Penalty: 4406.079102
	Iteration 21Q: 3 clusters Score -780611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -780613.375000 Penalty: 4406.079102
	Iteration 22Q: 3 clusters Score -780613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -780616.750000 Penalty: 4406.079102
	Iteration 23Q: 3 clusters Score -780616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -780616.687500 Penalty: 4406.079102
	Iteration 24Q: 3 clusters Score -780616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -780616.875000 Penalty: 4406.079102
	Iteration 25Q: 3 clusters Score -780616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -780618.000000 Penalty: 4406.079102
	Iteration 26Q: 3 clusters Score -780618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -780621.500000 Penalty: 4406.079102
	Iteration 27Q: 3 clusters Score -780621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -780622.000000 Penalty: 4406.079102
	Iteration 28Q: 3 clusters Score -780622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -780625.500000 Penalty: 4406.079102
	Iteration 29Q: 3 clusters Score -780625.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -780627.187500 Penalty: 4406.079102
	Iteration 30Q: 3 clusters Score -780627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -780630.250000 Penalty: 4406.079102
	Iteration 31Q: 3 clusters Score -780630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -780633.812500 Penalty: 4406.079102
	Iteration 32Q: 3 clusters Score -780633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -780633.812500 Penalty: 4406.079102
	Iteration 33Q: 3 clusters Score -780633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -780635.125000 Penalty: 4406.079102
	Iteration 34Q: 3 clusters Score -780635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -780639.187500 Penalty: 4406.079102
	Iteration 35Q: 3 clusters Score -780639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -780640.750000 Penalty: 4406.079102
	Iteration 36Q: 3 clusters Score -780640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -780642.750000 Penalty: 4406.079102
	Iteration 37Q: 3 clusters Score -780642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -780642.312500 Penalty: 4406.079102
	Iteration 38Q: 3 clusters Score -780642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -780641.250000 Penalty: 4406.079102
	Iteration 39Q: 3 clusters Score -780641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -780643.437500 Penalty: 4406.079102
	Iteration 40F: 3 clusters Score -780643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -780644.812500 Penalty: 4406.079102
	Iteration 41Q: 3 clusters Score -780644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -780646.312500 Penalty: 4406.079102
	Iteration 42Q: 3 clusters Score -780646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -780646.375000 Penalty: 4406.079102
	Iteration 43Q: 3 clusters Score -780646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -780647.937500 Penalty: 4406.079102
	Iteration 44Q: 3 clusters Score -780647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -780647.062500 Penalty: 4406.079102
	Iteration 45Q: 3 clusters Score -780647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -780646.750000 Penalty: 4406.079102
	Iteration 46Q: 3 clusters Score -780646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -780646.625000 Penalty: 4406.079102
	Iteration 47Q: 3 clusters Score -780646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -780646.625000 Penalty: 4406.079102
	Iteration 48F: 3 clusters Score -780646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -1028363.437500 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -1028363 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 4525 members 
Entering Unmasked Estep 
Score: -1021340.687500 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -1021341 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1023269.750000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -1023270 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1023590.250000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -1023590 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1023894.875000 Penalty: 4515.904785
	Iteration 3F: 3 clusters Score -1023895 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1024220.000000 Penalty: 4515.904785
	Iteration 4F: 3 clusters Score -1024220 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1024579.812500 Penalty: 4515.904785
	Iteration 5F: 3 clusters Score -1024580 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1024922.750000 Penalty: 4515.904785
	Iteration 6F: 3 clusters Score -1024923 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1025200.812500 Penalty: 4515.904785
	Iteration 7F: 3 clusters Score -1025201 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1025392.437500 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -1025392 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1025506.437500 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -1025506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1025580.937500 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -1025581 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1025628.812500 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -1025629 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1025669.125000 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -1025669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1025698.687500 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -1025699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1025723.125000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -1025723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1025743.437500 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -1025743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1025755.375000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -1025755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1025764.125000 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -1025764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1025767.875000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -1025768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1025775.187500 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -1025775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1025780.250000 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -1025780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1025784.125000 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -1025784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1025785.500000 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -1025786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1025789.687500 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -1025790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1025793.187500 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -1025793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1025794.937500 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -1025795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1025798.125000 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -1025798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1025798.250000 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -1025798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1025800.062500 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -1025800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1025803.437500 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -1025803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1025807.312500 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -1025807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1025805.875000 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -1025806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1025806.437500 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -1025806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1025805.125000 Penalty: 4515.904785
	Iteration 33Q: 3 clusters Score -1025805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1025807.812500 Penalty: 4515.904785
	Iteration 34Q: 3 clusters Score -1025808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1025808.750000 Penalty: 4515.904785
	Iteration 35Q: 3 clusters Score -1025809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1025809.875000 Penalty: 4515.904785
	Iteration 36Q: 3 clusters Score -1025810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1025810.812500 Penalty: 4515.904785
	Iteration 37Q: 3 clusters Score -1025811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1025812.062500 Penalty: 4515.904785
	Iteration 38Q: 3 clusters Score -1025812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1025816.437500 Penalty: 4515.904785
	Iteration 39Q: 3 clusters Score -1025816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1025815.437500 Penalty: 4515.904785
	Iteration 40F: 3 clusters Score -1025815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1025815.750000 Penalty: 4515.904785
	Iteration 41Q: 3 clusters Score -1025816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1025818.000000 Penalty: 4515.904785
	Iteration 42Q: 3 clusters Score -1025818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1025818.000000 Penalty: 4515.904785
	Iteration 43Q: 3 clusters Score -1025818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1025818.937500 Penalty: 4515.904785
	Iteration 44Q: 3 clusters Score -1025819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1025819.687500 Penalty: 4515.904785
	Iteration 45Q: 3 clusters Score -1025820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1025819.875000 Penalty: 4515.904785
	Iteration 46Q: 3 clusters Score -1025820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1025821.312500 Penalty: 4515.904785
	Iteration 47Q: 3 clusters Score -1025821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1025820.687500 Penalty: 4515.904785
	Iteration 48Q: 3 clusters Score -1025821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1025820.687500 Penalty: 4515.904785
	Iteration 49F: 3 clusters Score -1025821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Entering Unmasked Estep 
Score: -2918901.000000 Penalty: 2517.131104
	Iteration 0F: 2 clusters Score -2918901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2901166.250000 Penalty: 5034.262207
	Iteration 0F: 3 clusters Score -2901166 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2907370.750000 Penalty: 5034.262207
	Iteration 1F: 3 clusters Score -2907371 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2907882.750000 Penalty: 5034.262207
	Iteration 2F: 3 clusters Score -2907883 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2908427.000000 Penalty: 5034.262207
	Iteration 3Q: 3 clusters Score -2908427 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2909065.000000 Penalty: 5034.262207
	Iteration 4F: 3 clusters Score -2909065 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2909860.750000 Penalty: 5034.262207
	Iteration 5F: 3 clusters Score -2909861 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2910874.750000 Penalty: 5034.262207
	Iteration 6F: 3 clusters Score -2910875 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2911855.750000 Penalty: 5034.262207
	Iteration 7F: 3 clusters Score -2911856 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2912660.750000 Penalty: 5034.262207
	Iteration 8F: 3 clusters Score -2912661 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2913249.000000 Penalty: 5034.262207
	Iteration 9Q: 3 clusters Score -2913249 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2913699.500000 Penalty: 5034.262207
	Iteration 10Q: 3 clusters Score -2913700 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2914010.500000 Penalty: 5034.262207
	Iteration 11Q: 3 clusters Score -2914010 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2914208.000000 Penalty: 5034.262207
	Iteration 12Q: 3 clusters Score -2914208 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2914406.000000 Penalty: 5034.262207
	Iteration 13Q: 3 clusters Score -2914406 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2914559.750000 Penalty: 5034.262207
	Iteration 14Q: 3 clusters Score -2914560 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2914669.000000 Penalty: 5034.262207
	Iteration 15Q: 3 clusters Score -2914669 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2914787.750000 Penalty: 5034.262207
	Iteration 16Q: 3 clusters Score -2914788 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2914886.000000 Penalty: 5034.262207
	Iteration 17Q: 3 clusters Score -2914886 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2915011.500000 Penalty: 5034.262207
	Iteration 18Q: 3 clusters Score -2915012 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2915092.000000 Penalty: 5034.262207
	Iteration 19Q: 3 clusters Score -2915092 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2915202.250000 Penalty: 5034.262207
	Iteration 20F: 3 clusters Score -2915202 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2915322.500000 Penalty: 5034.262207
	Iteration 21Q: 3 clusters Score -2915322 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2915418.750000 Penalty: 5034.262207
	Iteration 22Q: 3 clusters Score -2915419 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2915543.000000 Penalty: 5034.262207
	Iteration 23Q: 3 clusters Score -2915543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2915649.000000 Penalty: 5034.262207
	Iteration 24Q: 3 clusters Score -2915649 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2915767.000000 Penalty: 5034.262207
	Iteration 25Q: 3 clusters Score -2915767 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2915855.750000 Penalty: 5034.262207
	Iteration 26Q: 3 clusters Score -2915856 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2915975.750000 Penalty: 5034.262207
	Iteration 27Q: 3 clusters Score -2915976 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2916075.250000 Penalty: 5034.262207
	Iteration 28Q: 3 clusters Score -2916075 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2916168.000000 Penalty: 5034.262207
	Iteration 29Q: 3 clusters Score -2916168 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2916262.000000 Penalty: 5034.262207
	Iteration 30Q: 3 clusters Score -2916262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2916336.000000 Penalty: 5034.262207
	Iteration 31Q: 3 clusters Score -2916336 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2916409.000000 Penalty: 5034.262207
	Iteration 32Q: 3 clusters Score -2916409 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2916486.000000 Penalty: 5034.262207
	Iteration 33Q: 3 clusters Score -2916486 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2916552.500000 Penalty: 5034.262207
	Iteration 34Q: 3 clusters Score -2916552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2916592.000000 Penalty: 5034.262207
	Iteration 35Q: 3 clusters Score -2916592 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2916620.250000 Penalty: 5034.262207
	Iteration 36Q: 3 clusters Score -2916620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2916661.250000 Penalty: 5034.262207
	Iteration 37Q: 3 clusters Score -2916661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2916704.750000 Penalty: 5034.262207
	Iteration 38Q: 3 clusters Score -2916705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2916743.000000 Penalty: 5034.262207
	Iteration 39Q: 3 clusters Score -2916743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2916771.250000 Penalty: 5034.262207
	Iteration 40F: 3 clusters Score -2916771 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2916813.250000 Penalty: 5034.262207
	Iteration 41Q: 3 clusters Score -2916813 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2916829.750000 Penalty: 5034.262207
	Iteration 42Q: 3 clusters Score -2916830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2916852.000000 Penalty: 5034.262207
	Iteration 43Q: 3 clusters Score -2916852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2916872.750000 Penalty: 5034.262207
	Iteration 44Q: 3 clusters Score -2916873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2916885.500000 Penalty: 5034.262207
	Iteration 45Q: 3 clusters Score -2916886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2916892.250000 Penalty: 5034.262207
	Iteration 46Q: 3 clusters Score -2916892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2916905.000000 Penalty: 5034.262207
	Iteration 47Q: 3 clusters Score -2916905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2916919.750000 Penalty: 5034.262207
	Iteration 48Q: 3 clusters Score -2916920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2916931.000000 Penalty: 5034.262207
	Iteration 49Q: 3 clusters Score -2916931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2916943.000000 Penalty: 5034.262207
	Iteration 50Q: 3 clusters Score -2916943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2916957.000000 Penalty: 5034.262207
	Iteration 51Q: 3 clusters Score -2916957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2916963.750000 Penalty: 5034.262207
	Iteration 52Q: 3 clusters Score -2916964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2916968.000000 Penalty: 5034.262207
	Iteration 53Q: 3 clusters Score -2916968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2916983.500000 Penalty: 5034.262207
	Iteration 54Q: 3 clusters Score -2916984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2916987.500000 Penalty: 5034.262207
	Iteration 55Q: 3 clusters Score -2916988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2916990.750000 Penalty: 5034.262207
	Iteration 56Q: 3 clusters Score -2916991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2916998.750000 Penalty: 5034.262207
	Iteration 57Q: 3 clusters Score -2916999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2916997.500000 Penalty: 5034.262207
	Iteration 58Q: 3 clusters Score -2916998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2917007.250000 Penalty: 5034.262207
	Iteration 59Q: 3 clusters Score -2917007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2917002.000000 Penalty: 5034.262207
	Iteration 60F: 3 clusters Score -2917002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2917004.500000 Penalty: 5034.262207
	Iteration 61Q: 3 clusters Score -2917004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2917007.000000 Penalty: 5034.262207
	Iteration 62Q: 3 clusters Score -2917007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2917008.000000 Penalty: 5034.262207
	Iteration 63Q: 3 clusters Score -2917008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2917008.500000 Penalty: 5034.262207
	Iteration 64Q: 3 clusters Score -2917008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2917015.750000 Penalty: 5034.262207
	Iteration 65Q: 3 clusters Score -2917016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2917015.500000 Penalty: 5034.262207
	Iteration 66Q: 3 clusters Score -2917016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2917019.750000 Penalty: 5034.262207
	Iteration 67Q: 3 clusters Score -2917020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2917023.500000 Penalty: 5034.262207
	Iteration 68Q: 3 clusters Score -2917024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2917018.000000 Penalty: 5034.262207
	Iteration 69Q: 3 clusters Score -2917018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2917022.750000 Penalty: 5034.262207
	Iteration 70Q: 3 clusters Score -2917023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2917022.750000 Penalty: 5034.262207
	Iteration 71Q: 3 clusters Score -2917023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2917025.250000 Penalty: 5034.262207
	Iteration 72Q: 3 clusters Score -2917025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2917026.250000 Penalty: 5034.262207
	Iteration 73Q: 3 clusters Score -2917026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2917035.000000 Penalty: 5034.262207
	Iteration 74Q: 3 clusters Score -2917035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2917031.250000 Penalty: 5034.262207
	Iteration 75Q: 3 clusters Score -2917031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2917033.000000 Penalty: 5034.262207
	Iteration 76Q: 3 clusters Score -2917033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2917036.750000 Penalty: 5034.262207
	Iteration 77Q: 3 clusters Score -2917037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2917035.000000 Penalty: 5034.262207
	Iteration 78Q: 3 clusters Score -2917035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2917034.000000 Penalty: 5034.262207
	Iteration 79Q: 3 clusters Score -2917034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2917031.000000 Penalty: 5034.262207
	Iteration 80F: 3 clusters Score -2917031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2917032.500000 Penalty: 5034.262207
	Iteration 81Q: 3 clusters Score -2917032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2917032.250000 Penalty: 5034.262207
	Iteration 82Q: 3 clusters Score -2917032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2917035.000000 Penalty: 5034.262207
	Iteration 83Q: 3 clusters Score -2917035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2917036.750000 Penalty: 5034.262207
	Iteration 84Q: 3 clusters Score -2917037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2917035.750000 Penalty: 5034.262207
	Iteration 85Q: 3 clusters Score -2917036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2917035.000000 Penalty: 5034.262207
	Iteration 86Q: 3 clusters Score -2917035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2917034.000000 Penalty: 5034.262207
	Iteration 87Q: 3 clusters Score -2917034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2917034.250000 Penalty: 5034.262207
	Iteration 88Q: 3 clusters Score -2917034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2917037.750000 Penalty: 5034.262207
	Iteration 89Q: 3 clusters Score -2917038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2917036.000000 Penalty: 5034.262207
	Iteration 90Q: 3 clusters Score -2917036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2917037.500000 Penalty: 5034.262207
	Iteration 91Q: 3 clusters Score -2917038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2917039.250000 Penalty: 5034.262207
	Iteration 92Q: 3 clusters Score -2917039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2917041.750000 Penalty: 5034.262207
	Iteration 93Q: 3 clusters Score -2917042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2917041.500000 Penalty: 5034.262207
	Iteration 94Q: 3 clusters Score -2917042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2917041.000000 Penalty: 5034.262207
	Iteration 95Q: 3 clusters Score -2917041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2917043.000000 Penalty: 5034.262207
	Iteration 96Q: 3 clusters Score -2917043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2917042.250000 Penalty: 5034.262207
	Iteration 97Q: 3 clusters Score -2917042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2917044.750000 Penalty: 5034.262207
	Iteration 98Q: 3 clusters Score -2917045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2917043.000000 Penalty: 5034.262207
	Iteration 99Q: 3 clusters Score -2917043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2917040.750000 Penalty: 5034.262207
	Iteration 100F: 3 clusters Score -2917041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2917040.750000 Penalty: 5034.262207
	Iteration 101Q: 3 clusters Score -2917041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2917045.500000 Penalty: 5034.262207
	Iteration 102Q: 3 clusters Score -2917046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2917042.000000 Penalty: 5034.262207
	Iteration 103Q: 3 clusters Score -2917042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2917043.000000 Penalty: 5034.262207
	Iteration 104Q: 3 clusters Score -2917043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2917045.750000 Penalty: 5034.262207
	Iteration 105Q: 3 clusters Score -2917046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2917045.750000 Penalty: 5034.262207
	Iteration 106Q: 3 clusters Score -2917046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2917045.750000 Penalty: 5034.262207
	Iteration 107F: 3 clusters Score -2917046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Entering Unmasked Estep 
Score: -678092.375000 Penalty: 2179.343994
	Iteration 0F: 2 clusters Score -678092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -672605.250000 Penalty: 4358.687988
	Iteration 0F: 3 clusters Score -672605.2 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -674267.875000 Penalty: 4358.687988
	Iteration 1F: 3 clusters Score -674267.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -674744.812500 Penalty: 4358.687988
	Iteration 2F: 3 clusters Score -674744.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -675084.937500 Penalty: 4358.687988
	Iteration 3F: 3 clusters Score -675084.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -675370.562500 Penalty: 4358.687988
	Iteration 4F: 3 clusters Score -675370.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -675648.937500 Penalty: 4358.687988
	Iteration 5Q: 3 clusters Score -675648.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -675930.687500 Penalty: 4358.687988
	Iteration 6Q: 3 clusters Score -675930.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -676259.625000 Penalty: 4358.687988
	Iteration 7Q: 3 clusters Score -676259.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -676562.500000 Penalty: 4358.687988
	Iteration 8F: 3 clusters Score -676562.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -676850.687500 Penalty: 4358.687988
	Iteration 9Q: 3 clusters Score -676850.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -677072.187500 Penalty: 4358.687988
	Iteration 10Q: 3 clusters Score -677072.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -677232.687500 Penalty: 4358.687988
	Iteration 11Q: 3 clusters Score -677232.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -677356.500000 Penalty: 4358.687988
	Iteration 12Q: 3 clusters Score -677356.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -677481.312500 Penalty: 4358.687988
	Iteration 13Q: 3 clusters Score -677481.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -677593.437500 Penalty: 4358.687988
	Iteration 14Q: 3 clusters Score -677593.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -677707.875000 Penalty: 4358.687988
	Iteration 15Q: 3 clusters Score -677707.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -677793.375000 Penalty: 4358.687988
	Iteration 16Q: 3 clusters Score -677793.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -677875.812500 Penalty: 4358.687988
	Iteration 17Q: 3 clusters Score -677875.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -677942.562500 Penalty: 4358.687988
	Iteration 18Q: 3 clusters Score -677942.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -677993.312500 Penalty: 4358.687988
	Iteration 19Q: 3 clusters Score -677993.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -678065.250000 Penalty: 4358.687988
	Iteration 20F: 3 clusters Score -678065.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -678132.062500 Penalty: 4358.687988
	Iteration 21Q: 3 clusters Score -678132.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -678149.437500 Penalty: 4358.687988
	Iteration 22Q: 3 clusters Score -678149.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -678154.625000 Penalty: 4358.687988
	Iteration 23Q: 3 clusters Score -678154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -678157.375000 Penalty: 4358.687988
	Iteration 24Q: 3 clusters Score -678157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -678159.937500 Penalty: 4358.687988
	Iteration 25Q: 3 clusters Score -678159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -678159.062500 Penalty: 4358.687988
	Iteration 26Q: 3 clusters Score -678159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -678159.062500 Penalty: 4358.687988
	Iteration 27F: 3 clusters Score -678159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 4259 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212294080.000000 Penalty: 366495.125000
Splitting cluster 16 changes total score from -212294928.000000 to -212294080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (51044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Entering Unmasked Estep 
Score: -5983776.000000 Penalty: 2688.429932
	Iteration 0F: 2 clusters Score -5983776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5949415.500000 Penalty: 5376.859863
	Iteration 0F: 3 clusters Score -5949416 nChanged 23615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5962519.000000 Penalty: 5376.859863
	Iteration 1F: 3 clusters Score -5962519 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5963171.000000 Penalty: 5376.859863
	Iteration 2Q: 3 clusters Score -5963171 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5963825.500000 Penalty: 5376.859863
	Iteration 3Q: 3 clusters Score -5963826 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -5964436.000000 Penalty: 5376.859863
	Iteration 4Q: 3 clusters Score -5964436 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5965041.000000 Penalty: 5376.859863
	Iteration 5Q: 3 clusters Score -5965041 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5965653.000000 Penalty: 5376.859863
	Iteration 6Q: 3 clusters Score -5965653 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5966403.500000 Penalty: 5376.859863
	Iteration 7Q: 3 clusters Score -5966404 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5967129.000000 Penalty: 5376.859863
	Iteration 8Q: 3 clusters Score -5967129 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5968024.000000 Penalty: 5376.859863
	Iteration 9Q: 3 clusters Score -5968024 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -5969029.500000 Penalty: 5376.859863
	Iteration 10Q: 3 clusters Score -5969030 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5970210.500000 Penalty: 5376.859863
	Iteration 11Q: 3 clusters Score -5970210 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5971461.000000 Penalty: 5376.859863
	Iteration 12Q: 3 clusters Score -5971461 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5972826.000000 Penalty: 5376.859863
	Iteration 13Q: 3 clusters Score -5972826 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5974138.500000 Penalty: 5376.859863
	Iteration 14Q: 3 clusters Score -5974138 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -5975430.000000 Penalty: 5376.859863
	Iteration 15Q: 3 clusters Score -5975430 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -5976478.500000 Penalty: 5376.859863
	Iteration 16Q: 3 clusters Score -5976478 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -5977335.000000 Penalty: 5376.859863
	Iteration 17Q: 3 clusters Score -5977335 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5978045.500000 Penalty: 5376.859863
	Iteration 18Q: 3 clusters Score -5978046 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5978616.000000 Penalty: 5376.859863
	Iteration 19Q: 3 clusters Score -5978616 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5979076.500000 Penalty: 5376.859863
	Iteration 20F: 3 clusters Score -5979076 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -5979455.000000 Penalty: 5376.859863
	Iteration 21Q: 3 clusters Score -5979455 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5979825.500000 Penalty: 5376.859863
	Iteration 22Q: 3 clusters Score -5979826 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5980117.000000 Penalty: 5376.859863
	Iteration 23Q: 3 clusters Score -5980117 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5980336.500000 Penalty: 5376.859863
	Iteration 24Q: 3 clusters Score -5980336 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5980532.000000 Penalty: 5376.859863
	Iteration 25Q: 3 clusters Score -5980532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5980670.000000 Penalty: 5376.859863
	Iteration 26Q: 3 clusters Score -5980670 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5980783.000000 Penalty: 5376.859863
	Iteration 27Q: 3 clusters Score -5980783 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5980863.500000 Penalty: 5376.859863
	Iteration 28Q: 3 clusters Score -5980864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5980923.500000 Penalty: 5376.859863
	Iteration 29Q: 3 clusters Score -5980924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5981019.000000 Penalty: 5376.859863
	Iteration 30Q: 3 clusters Score -5981019 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5981080.000000 Penalty: 5376.859863
	Iteration 31Q: 3 clusters Score -5981080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5981119.000000 Penalty: 5376.859863
	Iteration 32Q: 3 clusters Score -5981119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5981159.500000 Penalty: 5376.859863
	Iteration 33Q: 3 clusters Score -5981160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5981208.000000 Penalty: 5376.859863
	Iteration 34Q: 3 clusters Score -5981208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5981240.500000 Penalty: 5376.859863
	Iteration 35Q: 3 clusters Score -5981240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5981272.500000 Penalty: 5376.859863
	Iteration 36Q: 3 clusters Score -5981272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5981305.500000 Penalty: 5376.859863
	Iteration 37Q: 3 clusters Score -5981306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5981326.000000 Penalty: 5376.859863
	Iteration 38Q: 3 clusters Score -5981326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5981339.000000 Penalty: 5376.859863
	Iteration 39Q: 3 clusters Score -5981339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5981357.500000 Penalty: 5376.859863
	Iteration 40F: 3 clusters Score -5981358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5981369.500000 Penalty: 5376.859863
	Iteration 41Q: 3 clusters Score -5981370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5981381.500000 Penalty: 5376.859863
	Iteration 42Q: 3 clusters Score -5981382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5981400.000000 Penalty: 5376.859863
	Iteration 43Q: 3 clusters Score -5981400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5981397.500000 Penalty: 5376.859863
	Iteration 44Q: 3 clusters Score -5981398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5981404.000000 Penalty: 5376.859863
	Iteration 45Q: 3 clusters Score -5981404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5981423.500000 Penalty: 5376.859863
	Iteration 46Q: 3 clusters Score -5981424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5981430.000000 Penalty: 5376.859863
	Iteration 47Q: 3 clusters Score -5981430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5981424.500000 Penalty: 5376.859863
	Iteration 48Q: 3 clusters Score -5981424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5981434.500000 Penalty: 5376.859863
	Iteration 49Q: 3 clusters Score -5981434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5981439.000000 Penalty: 5376.859863
	Iteration 50Q: 3 clusters Score -5981439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5981440.000000 Penalty: 5376.859863
	Iteration 51Q: 3 clusters Score -5981440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5981447.000000 Penalty: 5376.859863
	Iteration 52Q: 3 clusters Score -5981447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5981456.500000 Penalty: 5376.859863
	Iteration 53Q: 3 clusters Score -5981456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5981454.500000 Penalty: 5376.859863
	Iteration 54Q: 3 clusters Score -5981454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5981452.000000 Penalty: 5376.859863
	Iteration 55Q: 3 clusters Score -5981452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5981452.000000 Penalty: 5376.859863
	Iteration 56F: 3 clusters Score -5981452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Entering Unmasked Estep 
Score: -2201964.250000 Penalty: 2447.627197
	Iteration 0F: 2 clusters Score -2201964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2188337.000000 Penalty: 4895.254395
	Iteration 0F: 3 clusters Score -2188337 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2192772.750000 Penalty: 4895.254395
	Iteration 1F: 3 clusters Score -2192773 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2193213.250000 Penalty: 4895.254395
	Iteration 2F: 3 clusters Score -2193213 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2193556.000000 Penalty: 4895.254395
	Iteration 3Q: 3 clusters Score -2193556 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2193823.000000 Penalty: 4895.254395
	Iteration 4Q: 3 clusters Score -2193823 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2194125.000000 Penalty: 4895.254395
	Iteration 5Q: 3 clusters Score -2194125 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2194496.000000 Penalty: 4895.254395
	Iteration 6Q: 3 clusters Score -2194496 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2194974.750000 Penalty: 4895.254395
	Iteration 7Q: 3 clusters Score -2194975 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2195485.750000 Penalty: 4895.254395
	Iteration 8Q: 3 clusters Score -2195486 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2196019.500000 Penalty: 4895.254395
	Iteration 9Q: 3 clusters Score -2196020 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2196487.250000 Penalty: 4895.254395
	Iteration 10Q: 3 clusters Score -2196487 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2196928.250000 Penalty: 4895.254395
	Iteration 11Q: 3 clusters Score -2196928 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2197304.250000 Penalty: 4895.254395
	Iteration 12Q: 3 clusters Score -2197304 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2197613.750000 Penalty: 4895.254395
	Iteration 13Q: 3 clusters Score -2197614 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2197832.500000 Penalty: 4895.254395
	Iteration 14Q: 3 clusters Score -2197832 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2198005.750000 Penalty: 4895.254395
	Iteration 15Q: 3 clusters Score -2198006 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2198163.750000 Penalty: 4895.254395
	Iteration 16Q: 3 clusters Score -2198164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2198304.000000 Penalty: 4895.254395
	Iteration 17Q: 3 clusters Score -2198304 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2198433.250000 Penalty: 4895.254395
	Iteration 18Q: 3 clusters Score -2198433 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2198530.500000 Penalty: 4895.254395
	Iteration 19Q: 3 clusters Score -2198530 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2198626.750000 Penalty: 4895.254395
	Iteration 20F: 3 clusters Score -2198627 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2198720.750000 Penalty: 4895.254395
	Iteration 21Q: 3 clusters Score -2198721 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2198823.250000 Penalty: 4895.254395
	Iteration 22Q: 3 clusters Score -2198823 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2198926.500000 Penalty: 4895.254395
	Iteration 23Q: 3 clusters Score -2198926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2199018.500000 Penalty: 4895.254395
	Iteration 24Q: 3 clusters Score -2199018 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2199112.500000 Penalty: 4895.254395
	Iteration 25Q: 3 clusters Score -2199112 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2199202.250000 Penalty: 4895.254395
	Iteration 26Q: 3 clusters Score -2199202 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2199277.250000 Penalty: 4895.254395
	Iteration 27Q: 3 clusters Score -2199277 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2199359.500000 Penalty: 4895.254395
	Iteration 28Q: 3 clusters Score -2199360 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2199439.250000 Penalty: 4895.254395
	Iteration 29Q: 3 clusters Score -2199439 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2199495.250000 Penalty: 4895.254395
	Iteration 30Q: 3 clusters Score -2199495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2199533.750000 Penalty: 4895.254395
	Iteration 31Q: 3 clusters Score -2199534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2199578.750000 Penalty: 4895.254395
	Iteration 32Q: 3 clusters Score -2199579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2199607.500000 Penalty: 4895.254395
	Iteration 33Q: 3 clusters Score -2199608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2199651.000000 Penalty: 4895.254395
	Iteration 34Q: 3 clusters Score -2199651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2199675.500000 Penalty: 4895.254395
	Iteration 35Q: 3 clusters Score -2199676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2199705.750000 Penalty: 4895.254395
	Iteration 36Q: 3 clusters Score -2199706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2199735.250000 Penalty: 4895.254395
	Iteration 37Q: 3 clusters Score -2199735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2199750.500000 Penalty: 4895.254395
	Iteration 38Q: 3 clusters Score -2199750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2199771.500000 Penalty: 4895.254395
	Iteration 39Q: 3 clusters Score -2199772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2199786.250000 Penalty: 4895.254395
	Iteration 40F: 3 clusters Score -2199786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2199803.250000 Penalty: 4895.254395
	Iteration 41Q: 3 clusters Score -2199803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2199829.000000 Penalty: 4895.254395
	Iteration 42Q: 3 clusters Score -2199829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2199838.500000 Penalty: 4895.254395
	Iteration 43Q: 3 clusters Score -2199838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2199854.000000 Penalty: 4895.254395
	Iteration 44Q: 3 clusters Score -2199854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2199866.750000 Penalty: 4895.254395
	Iteration 45Q: 3 clusters Score -2199867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2199880.000000 Penalty: 4895.254395
	Iteration 46Q: 3 clusters Score -2199880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2199890.750000 Penalty: 4895.254395
	Iteration 47Q: 3 clusters Score -2199891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2199897.500000 Penalty: 4895.254395
	Iteration 48Q: 3 clusters Score -2199898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2199910.250000 Penalty: 4895.254395
	Iteration 49Q: 3 clusters Score -2199910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2199916.000000 Penalty: 4895.254395
	Iteration 50Q: 3 clusters Score -2199916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2199927.000000 Penalty: 4895.254395
	Iteration 51Q: 3 clusters Score -2199927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2199936.500000 Penalty: 4895.254395
	Iteration 52Q: 3 clusters Score -2199936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2199940.750000 Penalty: 4895.254395
	Iteration 53Q: 3 clusters Score -2199941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2199943.250000 Penalty: 4895.254395
	Iteration 54Q: 3 clusters Score -2199943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2199947.750000 Penalty: 4895.254395
	Iteration 55Q: 3 clusters Score -2199948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2199949.750000 Penalty: 4895.254395
	Iteration 56Q: 3 clusters Score -2199950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2199953.250000 Penalty: 4895.254395
	Iteration 57Q: 3 clusters Score -2199953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2199951.000000 Penalty: 4895.254395
	Iteration 58Q: 3 clusters Score -2199951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2199953.750000 Penalty: 4895.254395
	Iteration 59Q: 3 clusters Score -2199954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2199962.000000 Penalty: 4895.254395
	Iteration 60F: 3 clusters Score -2199962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2199960.500000 Penalty: 4895.254395
	Iteration 61Q: 3 clusters Score -2199960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2199965.250000 Penalty: 4895.254395
	Iteration 62Q: 3 clusters Score -2199965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2199966.750000 Penalty: 4895.254395
	Iteration 63Q: 3 clusters Score -2199967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2199966.500000 Penalty: 4895.254395
	Iteration 64Q: 3 clusters Score -2199966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2199970.250000 Penalty: 4895.254395
	Iteration 65Q: 3 clusters Score -2199970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2199967.250000 Penalty: 4895.254395
	Iteration 66Q: 3 clusters Score -2199967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2199967.500000 Penalty: 4895.254395
	Iteration 67Q: 3 clusters Score -2199968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2199966.000000 Penalty: 4895.254395
	Iteration 68Q: 3 clusters Score -2199966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2199968.000000 Penalty: 4895.254395
	Iteration 69Q: 3 clusters Score -2199968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2199967.500000 Penalty: 4895.254395
	Iteration 70Q: 3 clusters Score -2199968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2199968.500000 Penalty: 4895.254395
	Iteration 71Q: 3 clusters Score -2199968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2199973.750000 Penalty: 4895.254395
	Iteration 72Q: 3 clusters Score -2199974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2199976.000000 Penalty: 4895.254395
	Iteration 73Q: 3 clusters Score -2199976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2199975.250000 Penalty: 4895.254395
	Iteration 74Q: 3 clusters Score -2199975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2199976.750000 Penalty: 4895.254395
	Iteration 75Q: 3 clusters Score -2199977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2199980.750000 Penalty: 4895.254395
	Iteration 76Q: 3 clusters Score -2199981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2199980.000000 Penalty: 4895.254395
	Iteration 77Q: 3 clusters Score -2199980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2199978.250000 Penalty: 4895.254395
	Iteration 78Q: 3 clusters Score -2199978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2199979.250000 Penalty: 4895.254395
	Iteration 79Q: 3 clusters Score -2199979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2199979.250000 Penalty: 4895.254395
	Iteration 80F: 3 clusters Score -2199979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -990443.250000 Penalty: 2273.911377
	Iteration 0F: 2 clusters Score -990443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -983055.562500 Penalty: 4547.822754
	Iteration 0F: 3 clusters Score -983055.6 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -985474.500000 Penalty: 4547.822754
	Iteration 1F: 3 clusters Score -985474.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -986114.125000 Penalty: 4547.822754
	Iteration 2F: 3 clusters Score -986114.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -986795.562500 Penalty: 4547.822754
	Iteration 3F: 3 clusters Score -986795.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -987486.937500 Penalty: 4547.822754
	Iteration 4F: 3 clusters Score -987486.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -988095.312500 Penalty: 4547.822754
	Iteration 5F: 3 clusters Score -988095.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -988601.250000 Penalty: 4547.822754
	Iteration 6F: 3 clusters Score -988601.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -989009.562500 Penalty: 4547.822754
	Iteration 7Q: 3 clusters Score -989009.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -989327.125000 Penalty: 4547.822754
	Iteration 8Q: 3 clusters Score -989327.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -989609.687500 Penalty: 4547.822754
	Iteration 9Q: 3 clusters Score -989609.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -989788.125000 Penalty: 4547.822754
	Iteration 10Q: 3 clusters Score -989788.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -989898.750000 Penalty: 4547.822754
	Iteration 11Q: 3 clusters Score -989898.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -989957.500000 Penalty: 4547.822754
	Iteration 12Q: 3 clusters Score -989957.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -989978.312500 Penalty: 4547.822754
	Iteration 13Q: 3 clusters Score -989978.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -989989.875000 Penalty: 4547.822754
	Iteration 14Q: 3 clusters Score -989989.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -989995.125000 Penalty: 4547.822754
	Iteration 15Q: 3 clusters Score -989995.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -989999.937500 Penalty: 4547.822754
	Iteration 16Q: 3 clusters Score -989999.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -990001.250000 Penalty: 4547.822754
	Iteration 17Q: 3 clusters Score -990001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -990000.375000 Penalty: 4547.822754
	Iteration 18Q: 3 clusters Score -990000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -990000.375000 Penalty: 4547.822754
	Iteration 19F: 3 clusters Score -990000.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -645538.562500 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -645538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -640536.562500 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -640536.6 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -641779.000000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -641779 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -642052.000000 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -642052 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -642243.500000 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -642243.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -642391.750000 Penalty: 4291.601562
	Iteration 4Q: 3 clusters Score -642391.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -642530.437500 Penalty: 4291.601562
	Iteration 5Q: 3 clusters Score -642530.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -642688.500000 Penalty: 4291.601562
	Iteration 6Q: 3 clusters Score -642688.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -642869.375000 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -642869.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -643066.250000 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -643066.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -643247.562500 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -643247.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -643419.875000 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -643419.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -643537.875000 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -643537.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -643612.625000 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -643612.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -643674.562500 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -643674.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -643722.812500 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -643722.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -643757.000000 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -643757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -643790.500000 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -643790.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -643808.000000 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -643808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -643826.625000 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -643826.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -643844.937500 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -643844.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -643856.875000 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -643856.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -643866.312500 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -643866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -643872.062500 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -643872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -643874.937500 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -643874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -643878.000000 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -643878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -643881.000000 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -643881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -643883.562500 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -643883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -643887.750000 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -643887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -643889.750000 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -643889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -643892.812500 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -643892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -643891.875000 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -643891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -643896.000000 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -643896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -643896.062500 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -643896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -643896.312500 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -643896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -643898.000000 Penalty: 4291.601562
	Iteration 34Q: 3 clusters Score -643898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -643898.187500 Penalty: 4291.601562
	Iteration 35Q: 3 clusters Score -643898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -643899.812500 Penalty: 4291.601562
	Iteration 36Q: 3 clusters Score -643899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -643900.375000 Penalty: 4291.601562
	Iteration 37Q: 3 clusters Score -643900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -643900.375000 Penalty: 4291.601562
	Iteration 38Q: 3 clusters Score -643900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -643901.687500 Penalty: 4291.601562
	Iteration 39Q: 3 clusters Score -643901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -643901.750000 Penalty: 4291.601562
	Iteration 40F: 3 clusters Score -643901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -643902.687500 Penalty: 4291.601562
	Iteration 41Q: 3 clusters Score -643902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -643904.187500 Penalty: 4291.601562
	Iteration 42Q: 3 clusters Score -643904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -643905.000000 Penalty: 4291.601562
	Iteration 43Q: 3 clusters Score -643905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -643904.625000 Penalty: 4291.601562
	Iteration 44Q: 3 clusters Score -643904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -643904.500000 Penalty: 4291.601562
	Iteration 45Q: 3 clusters Score -643904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -643904.500000 Penalty: 4291.601562
	Iteration 46F: 3 clusters Score -643904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Entering Unmasked Estep 
Score: -1770101.500000 Penalty: 2390.827393
	Iteration 0F: 2 clusters Score -1770102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1759096.250000 Penalty: 4781.654785
	Iteration 0F: 3 clusters Score -1759096 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1762556.875000 Penalty: 4781.654785
	Iteration 1F: 3 clusters Score -1762557 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1762991.750000 Penalty: 4781.654785
	Iteration 2F: 3 clusters Score -1762992 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1763413.625000 Penalty: 4781.654785
	Iteration 3F: 3 clusters Score -1763414 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1763879.500000 Penalty: 4781.654785
	Iteration 4F: 3 clusters Score -1763880 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1764423.000000 Penalty: 4781.654785
	Iteration 5F: 3 clusters Score -1764423 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1765053.375000 Penalty: 4781.654785
	Iteration 6F: 3 clusters Score -1765053 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1765663.500000 Penalty: 4781.654785
	Iteration 7F: 3 clusters Score -1765664 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1766212.375000 Penalty: 4781.654785
	Iteration 8F: 3 clusters Score -1766212 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1766629.750000 Penalty: 4781.654785
	Iteration 9Q: 3 clusters Score -1766630 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1766949.625000 Penalty: 4781.654785
	Iteration 10Q: 3 clusters Score -1766950 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1767221.250000 Penalty: 4781.654785
	Iteration 11Q: 3 clusters Score -1767221 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1767419.625000 Penalty: 4781.654785
	Iteration 12Q: 3 clusters Score -1767420 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1767578.375000 Penalty: 4781.654785
	Iteration 13Q: 3 clusters Score -1767578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1767686.250000 Penalty: 4781.654785
	Iteration 14Q: 3 clusters Score -1767686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1767774.500000 Penalty: 4781.654785
	Iteration 15Q: 3 clusters Score -1767774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1767835.750000 Penalty: 4781.654785
	Iteration 16Q: 3 clusters Score -1767836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1767892.125000 Penalty: 4781.654785
	Iteration 17Q: 3 clusters Score -1767892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1767943.375000 Penalty: 4781.654785
	Iteration 18Q: 3 clusters Score -1767943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1767986.000000 Penalty: 4781.654785
	Iteration 19Q: 3 clusters Score -1767986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1768014.250000 Penalty: 4781.654785
	Iteration 20F: 3 clusters Score -1768014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1768038.125000 Penalty: 4781.654785
	Iteration 21Q: 3 clusters Score -1768038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1768057.375000 Penalty: 4781.654785
	Iteration 22Q: 3 clusters Score -1768057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1768066.500000 Penalty: 4781.654785
	Iteration 23Q: 3 clusters Score -1768066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1768075.500000 Penalty: 4781.654785
	Iteration 24Q: 3 clusters Score -1768076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1768079.125000 Penalty: 4781.654785
	Iteration 25Q: 3 clusters Score -1768079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1768084.375000 Penalty: 4781.654785
	Iteration 26Q: 3 clusters Score -1768084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1768082.750000 Penalty: 4781.654785
	Iteration 27Q: 3 clusters Score -1768083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1768084.750000 Penalty: 4781.654785
	Iteration 28Q: 3 clusters Score -1768085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1768088.750000 Penalty: 4781.654785
	Iteration 29Q: 3 clusters Score -1768089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1768090.000000 Penalty: 4781.654785
	Iteration 30Q: 3 clusters Score -1768090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1768087.625000 Penalty: 4781.654785
	Iteration 31Q: 3 clusters Score -1768088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1768091.000000 Penalty: 4781.654785
	Iteration 32Q: 3 clusters Score -1768091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1768092.625000 Penalty: 4781.654785
	Iteration 33Q: 3 clusters Score -1768093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1768092.625000 Penalty: 4781.654785
	Iteration 34F: 3 clusters Score -1768093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Entering Unmasked Estep 
Score: -9682960.000000 Penalty: 2814.018066
	Iteration 0F: 2 clusters Score -9682960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -9626068.000000 Penalty: 5628.036133
	Iteration 0F: 3 clusters Score -9626068 nChanged 40012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -9648884.000000 Penalty: 5628.036133
	Iteration 1F: 3 clusters Score -9648884 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -9649944.000000 Penalty: 5628.036133
	Iteration 2Q: 3 clusters Score -9649944 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -9651328.000000 Penalty: 5628.036133
	Iteration 3Q: 3 clusters Score -9651328 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -9653086.000000 Penalty: 5628.036133
	Iteration 4Q: 3 clusters Score -9653086 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -9655666.000000 Penalty: 5628.036133
	Iteration 5F: 3 clusters Score -9655666 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -9659589.000000 Penalty: 5628.036133
	Iteration 6F: 3 clusters Score -9659589 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -9664639.000000 Penalty: 5628.036133
	Iteration 7F: 3 clusters Score -9664639 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -9669667.000000 Penalty: 5628.036133
	Iteration 8F: 3 clusters Score -9669667 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -9673589.000000 Penalty: 5628.036133
	Iteration 9F: 3 clusters Score -9673589 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -9676264.000000 Penalty: 5628.036133
	Iteration 10Q: 3 clusters Score -9676264 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -9677920.000000 Penalty: 5628.036133
	Iteration 11Q: 3 clusters Score -9677920 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -9678792.000000 Penalty: 5628.036133
	Iteration 12Q: 3 clusters Score -9678792 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9679382.000000 Penalty: 5628.036133
	Iteration 13Q: 3 clusters Score -9679382 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -9679638.000000 Penalty: 5628.036133
	Iteration 14Q: 3 clusters Score -9679638 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -9679835.000000 Penalty: 5628.036133
	Iteration 15Q: 3 clusters Score -9679835 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -9680047.000000 Penalty: 5628.036133
	Iteration 16Q: 3 clusters Score -9680047 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -9680187.000000 Penalty: 5628.036133
	Iteration 17Q: 3 clusters Score -9680187 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -9680308.000000 Penalty: 5628.036133
	Iteration 18Q: 3 clusters Score -9680308 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9680415.000000 Penalty: 5628.036133
	Iteration 19Q: 3 clusters Score -9680415 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9680539.000000 Penalty: 5628.036133
	Iteration 20F: 3 clusters Score -9680539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9680611.000000 Penalty: 5628.036133
	Iteration 21Q: 3 clusters Score -9680611 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -9680699.000000 Penalty: 5628.036133
	Iteration 22Q: 3 clusters Score -9680699 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -9680791.000000 Penalty: 5628.036133
	Iteration 23Q: 3 clusters Score -9680791 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -9680851.000000 Penalty: 5628.036133
	Iteration 24Q: 3 clusters Score -9680851 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9680903.000000 Penalty: 5628.036133
	Iteration 25Q: 3 clusters Score -9680903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -9680955.000000 Penalty: 5628.036133
	Iteration 26Q: 3 clusters Score -9680955 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9680979.000000 Penalty: 5628.036133
	Iteration 27Q: 3 clusters Score -9680979 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9681041.000000 Penalty: 5628.036133
	Iteration 28Q: 3 clusters Score -9681041 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -9681049.000000 Penalty: 5628.036133
	Iteration 29Q: 3 clusters Score -9681049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9681062.000000 Penalty: 5628.036133
	Iteration 30Q: 3 clusters Score -9681062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9681066.000000 Penalty: 5628.036133
	Iteration 31Q: 3 clusters Score -9681066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9681069.000000 Penalty: 5628.036133
	Iteration 32Q: 3 clusters Score -9681069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9681082.000000 Penalty: 5628.036133
	Iteration 33Q: 3 clusters Score -9681082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9681079.000000 Penalty: 5628.036133
	Iteration 34Q: 3 clusters Score -9681079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9681083.000000 Penalty: 5628.036133
	Iteration 35Q: 3 clusters Score -9681083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9681090.000000 Penalty: 5628.036133
	Iteration 36Q: 3 clusters Score -9681090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9681104.000000 Penalty: 5628.036133
	Iteration 37Q: 3 clusters Score -9681104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9681105.000000 Penalty: 5628.036133
	Iteration 38Q: 3 clusters Score -9681105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9681098.000000 Penalty: 5628.036133
	Iteration 39Q: 3 clusters Score -9681098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -9681112.000000 Penalty: 5628.036133
	Iteration 40F: 3 clusters Score -9681112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9681117.000000 Penalty: 5628.036133
	Iteration 41Q: 3 clusters Score -9681117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9681124.000000 Penalty: 5628.036133
	Iteration 42Q: 3 clusters Score -9681124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9681139.000000 Penalty: 5628.036133
	Iteration 43Q: 3 clusters Score -9681139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9681146.000000 Penalty: 5628.036133
	Iteration 44Q: 3 clusters Score -9681146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9681141.000000 Penalty: 5628.036133
	Iteration 45Q: 3 clusters Score -9681141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9681148.000000 Penalty: 5628.036133
	Iteration 46Q: 3 clusters Score -9681148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9681144.000000 Penalty: 5628.036133
	Iteration 47Q: 3 clusters Score -9681144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -9681139.000000 Penalty: 5628.036133
	Iteration 48Q: 3 clusters Score -9681139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9681148.000000 Penalty: 5628.036133
	Iteration 49Q: 3 clusters Score -9681148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9681152.000000 Penalty: 5628.036133
	Iteration 50Q: 3 clusters Score -9681152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9681162.000000 Penalty: 5628.036133
	Iteration 51Q: 3 clusters Score -9681162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9681159.000000 Penalty: 5628.036133
	Iteration 52Q: 3 clusters Score -9681159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9681151.000000 Penalty: 5628.036133
	Iteration 53Q: 3 clusters Score -9681151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9681152.000000 Penalty: 5628.036133
	Iteration 54Q: 3 clusters Score -9681152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9681155.000000 Penalty: 5628.036133
	Iteration 55Q: 3 clusters Score -9681155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9681154.000000 Penalty: 5628.036133
	Iteration 56Q: 3 clusters Score -9681154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9681157.000000 Penalty: 5628.036133
	Iteration 57Q: 3 clusters Score -9681157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9681156.000000 Penalty: 5628.036133
	Iteration 58Q: 3 clusters Score -9681156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9681156.000000 Penalty: 5628.036133
	Iteration 59F: 3 clusters Score -9681156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Entering Unmasked Estep 
Score: -1381473.875000 Penalty: 2343.108398
	Iteration 0F: 2 clusters Score -1381474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1372083.375000 Penalty: 4686.216797
	Iteration 0F: 3 clusters Score -1372083 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1375091.750000 Penalty: 4686.216797
	Iteration 1F: 3 clusters Score -1375092 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1375452.750000 Penalty: 4686.216797
	Iteration 2F: 3 clusters Score -1375453 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1375773.500000 Penalty: 4686.216797
	Iteration 3F: 3 clusters Score -1375774 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1376084.250000 Penalty: 4686.216797
	Iteration 4Q: 3 clusters Score -1376084 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1376417.625000 Penalty: 4686.216797
	Iteration 5Q: 3 clusters Score -1376418 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1376746.000000 Penalty: 4686.216797
	Iteration 6Q: 3 clusters Score -1376746 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1377094.625000 Penalty: 4686.216797
	Iteration 7Q: 3 clusters Score -1377095 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1377493.625000 Penalty: 4686.216797
	Iteration 8Q: 3 clusters Score -1377494 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1377914.125000 Penalty: 4686.216797
	Iteration 9Q: 3 clusters Score -1377914 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1378391.125000 Penalty: 4686.216797
	Iteration 10Q: 3 clusters Score -1378391 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1378815.500000 Penalty: 4686.216797
	Iteration 11Q: 3 clusters Score -1378816 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1379139.250000 Penalty: 4686.216797
	Iteration 12Q: 3 clusters Score -1379139 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1379342.000000 Penalty: 4686.216797
	Iteration 13Q: 3 clusters Score -1379342 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1379462.500000 Penalty: 4686.216797
	Iteration 14Q: 3 clusters Score -1379462 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1379568.000000 Penalty: 4686.216797
	Iteration 15Q: 3 clusters Score -1379568 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1379668.250000 Penalty: 4686.216797
	Iteration 16Q: 3 clusters Score -1379668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1379740.125000 Penalty: 4686.216797
	Iteration 17Q: 3 clusters Score -1379740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1379812.000000 Penalty: 4686.216797
	Iteration 18Q: 3 clusters Score -1379812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1379886.000000 Penalty: 4686.216797
	Iteration 19Q: 3 clusters Score -1379886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1379952.250000 Penalty: 4686.216797
	Iteration 20F: 3 clusters Score -1379952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1380022.000000 Penalty: 4686.216797
	Iteration 21Q: 3 clusters Score -1380022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1380105.125000 Penalty: 4686.216797
	Iteration 22Q: 3 clusters Score -1380105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1380156.125000 Penalty: 4686.216797
	Iteration 23Q: 3 clusters Score -1380156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1380194.625000 Penalty: 4686.216797
	Iteration 24Q: 3 clusters Score -1380195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1380224.875000 Penalty: 4686.216797
	Iteration 25Q: 3 clusters Score -1380225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1380262.625000 Penalty: 4686.216797
	Iteration 26Q: 3 clusters Score -1380263 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1380302.250000 Penalty: 4686.216797
	Iteration 27Q: 3 clusters Score -1380302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1380333.875000 Penalty: 4686.216797
	Iteration 28Q: 3 clusters Score -1380334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1380352.500000 Penalty: 4686.216797
	Iteration 29Q: 3 clusters Score -1380352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1380369.500000 Penalty: 4686.216797
	Iteration 30Q: 3 clusters Score -1380370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1380393.125000 Penalty: 4686.216797
	Iteration 31Q: 3 clusters Score -1380393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1380421.250000 Penalty: 4686.216797
	Iteration 32Q: 3 clusters Score -1380421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1380458.250000 Penalty: 4686.216797
	Iteration 33Q: 3 clusters Score -1380458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1380492.500000 Penalty: 4686.216797
	Iteration 34Q: 3 clusters Score -1380492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1380507.125000 Penalty: 4686.216797
	Iteration 35Q: 3 clusters Score -1380507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1380521.375000 Penalty: 4686.216797
	Iteration 36Q: 3 clusters Score -1380521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1380527.000000 Penalty: 4686.216797
	Iteration 37Q: 3 clusters Score -1380527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1380534.000000 Penalty: 4686.216797
	Iteration 38Q: 3 clusters Score -1380534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1380535.875000 Penalty: 4686.216797
	Iteration 39Q: 3 clusters Score -1380536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1380541.875000 Penalty: 4686.216797
	Iteration 40F: 3 clusters Score -1380542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1380550.500000 Penalty: 4686.216797
	Iteration 41Q: 3 clusters Score -1380550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1380558.000000 Penalty: 4686.216797
	Iteration 42Q: 3 clusters Score -1380558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1380561.250000 Penalty: 4686.216797
	Iteration 43Q: 3 clusters Score -1380561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1380568.625000 Penalty: 4686.216797
	Iteration 44Q: 3 clusters Score -1380569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1380568.125000 Penalty: 4686.216797
	Iteration 45Q: 3 clusters Score -1380568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1380568.125000 Penalty: 4686.216797
	Iteration 46Q: 3 clusters Score -1380568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1380568.125000 Penalty: 4686.216797
	Iteration 47Q: 3 clusters Score -1380568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1380571.250000 Penalty: 4686.216797
	Iteration 48Q: 3 clusters Score -1380571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1380570.875000 Penalty: 4686.216797
	Iteration 49Q: 3 clusters Score -1380571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1380571.125000 Penalty: 4686.216797
	Iteration 50Q: 3 clusters Score -1380571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1380571.125000 Penalty: 4686.216797
	Iteration 51F: 3 clusters Score -1380571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -106407.890625 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -106407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104528.875000 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -104528.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105165.937500 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -105165.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105383.187500 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -105383.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105481.171875 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -105481.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105568.460938 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -105568.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105740.710938 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -105740.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105839.164062 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -105839.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105934.601562 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -105934.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106041.132812 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -106041.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106183.445312 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -106183.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -106301.039062 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -106301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -106381.734375 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -106381.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -106437.656250 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -106437.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -106476.773438 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -106476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -106513.179688 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -106513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -106561.234375 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -106561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -106612.445312 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -106612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -106647.421875 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -106647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106670.937500 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -106670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -106699.390625 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -106699.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -106740.437500 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -106740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -106792.273438 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -106792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -106810.234375 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -106810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -106814.765625 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -106814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -106817.476562 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -106817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -106821.679688 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -106821.7 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: -106830.140625 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -106830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -106841.585938 Penalty: 3438.494141
	Iteration 27Q: 3 clusters Score -106841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -106849.734375 Penalty: 3438.494141
	Iteration 28Q: 3 clusters Score -106849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -106860.289062 Penalty: 3438.494141
	Iteration 29Q: 3 clusters Score -106860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106864.835938 Penalty: 3438.494141
	Iteration 30Q: 3 clusters Score -106864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106866.328125 Penalty: 3438.494141
	Iteration 31Q: 3 clusters Score -106866.3 nChanged 1
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: -106870.234375 Penalty: 3438.494141
	Iteration 32Q: 3 clusters Score -106870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106876.367188 Penalty: 3438.494141
	Iteration 33Q: 3 clusters Score -106876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -106881.203125 Penalty: 3438.494141
	Iteration 34Q: 3 clusters Score -106881.2 nChanged 1
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: -106882.164062 Penalty: 3438.494141
	Iteration 35Q: 3 clusters Score -106882.2 nChanged 0
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: -106882.164062 Penalty: 3438.494141
	Iteration 36F: 3 clusters Score -106882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 789 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212293424.000000 Penalty: 366495.125000
Splitting cluster 24 changes total score from -212294928.000000 to -212293424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (33772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Entering Unmasked Estep 
Score: -3880485.500000 Penalty: 2585.991943
	Iteration 0F: 2 clusters Score -3880486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3857499.500000 Penalty: 5171.983887
	Iteration 0F: 3 clusters Score -3857500 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3865911.250000 Penalty: 5171.983887
	Iteration 1F: 3 clusters Score -3865911 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3866734.500000 Penalty: 5171.983887
	Iteration 2F: 3 clusters Score -3866734 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3867822.000000 Penalty: 5171.983887
	Iteration 3F: 3 clusters Score -3867822 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3869205.500000 Penalty: 5171.983887
	Iteration 4F: 3 clusters Score -3869206 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3870656.500000 Penalty: 5171.983887
	Iteration 5F: 3 clusters Score -3870656 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3871874.750000 Penalty: 5171.983887
	Iteration 6F: 3 clusters Score -3871875 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3872763.500000 Penalty: 5171.983887
	Iteration 7F: 3 clusters Score -3872764 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3873418.000000 Penalty: 5171.983887
	Iteration 8Q: 3 clusters Score -3873418 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3873953.500000 Penalty: 5171.983887
	Iteration 9Q: 3 clusters Score -3873954 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3874374.500000 Penalty: 5171.983887
	Iteration 10Q: 3 clusters Score -3874374 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3874843.000000 Penalty: 5171.983887
	Iteration 11Q: 3 clusters Score -3874843 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3875308.000000 Penalty: 5171.983887
	Iteration 12Q: 3 clusters Score -3875308 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3875794.750000 Penalty: 5171.983887
	Iteration 13Q: 3 clusters Score -3875795 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3876271.000000 Penalty: 5171.983887
	Iteration 14Q: 3 clusters Score -3876271 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3876718.000000 Penalty: 5171.983887
	Iteration 15Q: 3 clusters Score -3876718 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3877098.500000 Penalty: 5171.983887
	Iteration 16Q: 3 clusters Score -3877098 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3877423.250000 Penalty: 5171.983887
	Iteration 17Q: 3 clusters Score -3877423 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -3877680.500000 Penalty: 5171.983887
	Iteration 18Q: 3 clusters Score -3877680 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3877860.000000 Penalty: 5171.983887
	Iteration 19Q: 3 clusters Score -3877860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3878005.250000 Penalty: 5171.983887
	Iteration 20F: 3 clusters Score -3878005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -3878062.000000 Penalty: 5171.983887
	Iteration 21Q: 3 clusters Score -3878062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3878120.750000 Penalty: 5171.983887
	Iteration 22Q: 3 clusters Score -3878121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3878164.500000 Penalty: 5171.983887
	Iteration 23Q: 3 clusters Score -3878164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3878210.750000 Penalty: 5171.983887
	Iteration 24Q: 3 clusters Score -3878211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3878223.250000 Penalty: 5171.983887
	Iteration 25Q: 3 clusters Score -3878223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3878243.250000 Penalty: 5171.983887
	Iteration 26Q: 3 clusters Score -3878243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3878249.250000 Penalty: 5171.983887
	Iteration 27Q: 3 clusters Score -3878249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3878261.750000 Penalty: 5171.983887
	Iteration 28Q: 3 clusters Score -3878262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -3878262.000000 Penalty: 5171.983887
	Iteration 29Q: 3 clusters Score -3878262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3878272.500000 Penalty: 5171.983887
	Iteration 30Q: 3 clusters Score -3878272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3878280.750000 Penalty: 5171.983887
	Iteration 31Q: 3 clusters Score -3878281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3878287.250000 Penalty: 5171.983887
	Iteration 32Q: 3 clusters Score -3878287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3878291.250000 Penalty: 5171.983887
	Iteration 33Q: 3 clusters Score -3878291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -3878299.750000 Penalty: 5171.983887
	Iteration 34Q: 3 clusters Score -3878300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3878302.000000 Penalty: 5171.983887
	Iteration 35Q: 3 clusters Score -3878302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -3878304.750000 Penalty: 5171.983887
	Iteration 36Q: 3 clusters Score -3878305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3878304.250000 Penalty: 5171.983887
	Iteration 37Q: 3 clusters Score -3878304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3878304.250000 Penalty: 5171.983887
	Iteration 38F: 3 clusters Score -3878304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -94457.828125 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -94457.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92542.734375 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -92542.73 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92993.968750 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -92993.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93151.429688 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -93151.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -93244.781250 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -93244.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -93324.648438 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -93324.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -93378.375000 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -93378.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -93417.257812 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -93417.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -93445.867188 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -93445.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -93467.648438 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -93467.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93488.859375 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -93488.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93492.703125 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -93492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -93500.484375 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -93500.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93508.570312 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -93508.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93512.109375 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -93512.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -93513.437500 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -93513.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93515.632812 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -93515.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -93520.445312 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -93520.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93523.015625 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -93523.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93524.906250 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -93524.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93528.640625 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -93528.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -93538.429688 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -93538.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -93558.109375 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -93558.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -93579.968750 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -93579.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93594.382812 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -93594.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -93602.882812 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -93602.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93603.796875 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -93603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -93605.781250 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -93605.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93608.953125 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -93608.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93614.781250 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -93614.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93614.781250 Penalty: 3463.500000
	Iteration 29F: 3 clusters Score -93614.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -497586.281250 Penalty: 2090.883545
	Iteration 0F: 2 clusters Score -497586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -493404.593750 Penalty: 4181.767090
	Iteration 0F: 3 clusters Score -493404.6 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -494566.312500 Penalty: 4181.767090
	Iteration 1F: 3 clusters Score -494566.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -494997.437500 Penalty: 4181.767090
	Iteration 2F: 3 clusters Score -494997.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -495388.031250 Penalty: 4181.767090
	Iteration 3F: 3 clusters Score -495388 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -495749.593750 Penalty: 4181.767090
	Iteration 4F: 3 clusters Score -495749.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -496005.937500 Penalty: 4181.767090
	Iteration 5Q: 3 clusters Score -496005.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -496158.031250 Penalty: 4181.767090
	Iteration 6Q: 3 clusters Score -496158 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -496259.250000 Penalty: 4181.767090
	Iteration 7Q: 3 clusters Score -496259.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -496316.625000 Penalty: 4181.767090
	Iteration 8Q: 3 clusters Score -496316.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -496353.593750 Penalty: 4181.767090
	Iteration 9Q: 3 clusters Score -496353.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -496371.500000 Penalty: 4181.767090
	Iteration 10Q: 3 clusters Score -496371.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -496380.781250 Penalty: 4181.767090
	Iteration 11Q: 3 clusters Score -496380.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -496392.781250 Penalty: 4181.767090
	Iteration 12Q: 3 clusters Score -496392.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -496397.781250 Penalty: 4181.767090
	Iteration 13Q: 3 clusters Score -496397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -496403.125000 Penalty: 4181.767090
	Iteration 14Q: 3 clusters Score -496403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -496406.156250 Penalty: 4181.767090
	Iteration 15Q: 3 clusters Score -496406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -496413.406250 Penalty: 4181.767090
	Iteration 16Q: 3 clusters Score -496413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -496420.593750 Penalty: 4181.767090
	Iteration 17Q: 3 clusters Score -496420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -496428.656250 Penalty: 4181.767090
	Iteration 18Q: 3 clusters Score -496428.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -496448.031250 Penalty: 4181.767090
	Iteration 19Q: 3 clusters Score -496448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -496467.218750 Penalty: 4181.767090
	Iteration 20F: 3 clusters Score -496467.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -496483.687500 Penalty: 4181.767090
	Iteration 21Q: 3 clusters Score -496483.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -496508.812500 Penalty: 4181.767090
	Iteration 22Q: 3 clusters Score -496508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -496540.750000 Penalty: 4181.767090
	Iteration 23Q: 3 clusters Score -496540.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -496563.562500 Penalty: 4181.767090
	Iteration 24Q: 3 clusters Score -496563.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -496583.687500 Penalty: 4181.767090
	Iteration 25Q: 3 clusters Score -496583.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -496602.312500 Penalty: 4181.767090
	Iteration 26Q: 3 clusters Score -496602.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -496619.093750 Penalty: 4181.767090
	Iteration 27Q: 3 clusters Score -496619.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -496635.718750 Penalty: 4181.767090
	Iteration 28Q: 3 clusters Score -496635.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -496650.187500 Penalty: 4181.767090
	Iteration 29Q: 3 clusters Score -496650.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -496658.687500 Penalty: 4181.767090
	Iteration 30Q: 3 clusters Score -496658.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -496670.500000 Penalty: 4181.767090
	Iteration 31Q: 3 clusters Score -496670.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -496686.062500 Penalty: 4181.767090
	Iteration 32Q: 3 clusters Score -496686.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -496702.968750 Penalty: 4181.767090
	Iteration 33Q: 3 clusters Score -496703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -496722.531250 Penalty: 4181.767090
	Iteration 34Q: 3 clusters Score -496722.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -496741.718750 Penalty: 4181.767090
	Iteration 35Q: 3 clusters Score -496741.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -496755.531250 Penalty: 4181.767090
	Iteration 36Q: 3 clusters Score -496755.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -496767.593750 Penalty: 4181.767090
	Iteration 37Q: 3 clusters Score -496767.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -496782.125000 Penalty: 4181.767090
	Iteration 38Q: 3 clusters Score -496782.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -496796.531250 Penalty: 4181.767090
	Iteration 39Q: 3 clusters Score -496796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -496811.812500 Penalty: 4181.767090
	Iteration 40F: 3 clusters Score -496811.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -496828.375000 Penalty: 4181.767090
	Iteration 41Q: 3 clusters Score -496828.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -496846.093750 Penalty: 4181.767090
	Iteration 42Q: 3 clusters Score -496846.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -496871.468750 Penalty: 4181.767090
	Iteration 43Q: 3 clusters Score -496871.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -496895.593750 Penalty: 4181.767090
	Iteration 44Q: 3 clusters Score -496895.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -496915.437500 Penalty: 4181.767090
	Iteration 45Q: 3 clusters Score -496915.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496931.125000 Penalty: 4181.767090
	Iteration 46Q: 3 clusters Score -496931.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -496945.187500 Penalty: 4181.767090
	Iteration 47Q: 3 clusters Score -496945.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -496958.437500 Penalty: 4181.767090
	Iteration 48Q: 3 clusters Score -496958.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -496969.250000 Penalty: 4181.767090
	Iteration 49Q: 3 clusters Score -496969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -496975.437500 Penalty: 4181.767090
	Iteration 50Q: 3 clusters Score -496975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -496979.375000 Penalty: 4181.767090
	Iteration 51Q: 3 clusters Score -496979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -496982.281250 Penalty: 4181.767090
	Iteration 52Q: 3 clusters Score -496982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -496984.343750 Penalty: 4181.767090
	Iteration 53Q: 3 clusters Score -496984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -496984.937500 Penalty: 4181.767090
	Iteration 54Q: 3 clusters Score -496984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -496985.843750 Penalty: 4181.767090
	Iteration 55Q: 3 clusters Score -496985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -496986.125000 Penalty: 4181.767090
	Iteration 56Q: 3 clusters Score -496986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -496986.125000 Penalty: 4181.767090
	Iteration 57F: 3 clusters Score -496986.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1058396.125000 Penalty: 2270.344971
	Iteration 0F: 2 clusters Score -1058396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1051058.000000 Penalty: 4540.689941
	Iteration 0F: 3 clusters Score -1051058 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1053485.125000 Penalty: 4540.689941
	Iteration 1F: 3 clusters Score -1053485 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1054241.125000 Penalty: 4540.689941
	Iteration 2F: 3 clusters Score -1054241 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1054935.250000 Penalty: 4540.689941
	Iteration 3F: 3 clusters Score -1054935 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1055433.875000 Penalty: 4540.689941
	Iteration 4F: 3 clusters Score -1055434 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1055809.500000 Penalty: 4540.689941
	Iteration 5F: 3 clusters Score -1055810 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1056121.125000 Penalty: 4540.689941
	Iteration 6Q: 3 clusters Score -1056121 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1056349.625000 Penalty: 4540.689941
	Iteration 7Q: 3 clusters Score -1056350 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1056526.875000 Penalty: 4540.689941
	Iteration 8Q: 3 clusters Score -1056527 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1056661.750000 Penalty: 4540.689941
	Iteration 9Q: 3 clusters Score -1056662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1056755.750000 Penalty: 4540.689941
	Iteration 10Q: 3 clusters Score -1056756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1056844.625000 Penalty: 4540.689941
	Iteration 11Q: 3 clusters Score -1056845 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1056923.375000 Penalty: 4540.689941
	Iteration 12Q: 3 clusters Score -1056923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1056974.625000 Penalty: 4540.689941
	Iteration 13Q: 3 clusters Score -1056975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1057042.125000 Penalty: 4540.689941
	Iteration 14Q: 3 clusters Score -1057042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1057093.625000 Penalty: 4540.689941
	Iteration 15Q: 3 clusters Score -1057094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1057131.750000 Penalty: 4540.689941
	Iteration 16Q: 3 clusters Score -1057132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1057148.500000 Penalty: 4540.689941
	Iteration 17Q: 3 clusters Score -1057148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1057165.625000 Penalty: 4540.689941
	Iteration 18Q: 3 clusters Score -1057166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1057179.375000 Penalty: 4540.689941
	Iteration 19Q: 3 clusters Score -1057179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1057191.375000 Penalty: 4540.689941
	Iteration 20F: 3 clusters Score -1057191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1057197.500000 Penalty: 4540.689941
	Iteration 21Q: 3 clusters Score -1057198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1057202.625000 Penalty: 4540.689941
	Iteration 22Q: 3 clusters Score -1057203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1057206.375000 Penalty: 4540.689941
	Iteration 23Q: 3 clusters Score -1057206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1057210.000000 Penalty: 4540.689941
	Iteration 24Q: 3 clusters Score -1057210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1057216.000000 Penalty: 4540.689941
	Iteration 25Q: 3 clusters Score -1057216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1057219.875000 Penalty: 4540.689941
	Iteration 26Q: 3 clusters Score -1057220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1057225.375000 Penalty: 4540.689941
	Iteration 27Q: 3 clusters Score -1057225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1057230.000000 Penalty: 4540.689941
	Iteration 28Q: 3 clusters Score -1057230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1057235.000000 Penalty: 4540.689941
	Iteration 29Q: 3 clusters Score -1057235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1057238.625000 Penalty: 4540.689941
	Iteration 30Q: 3 clusters Score -1057239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1057243.375000 Penalty: 4540.689941
	Iteration 31Q: 3 clusters Score -1057243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1057245.875000 Penalty: 4540.689941
	Iteration 32Q: 3 clusters Score -1057246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1057246.750000 Penalty: 4540.689941
	Iteration 33Q: 3 clusters Score -1057247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1057249.875000 Penalty: 4540.689941
	Iteration 34Q: 3 clusters Score -1057250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1057250.000000 Penalty: 4540.689941
	Iteration 35Q: 3 clusters Score -1057250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1057251.000000 Penalty: 4540.689941
	Iteration 36Q: 3 clusters Score -1057251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1057250.375000 Penalty: 4540.689941
	Iteration 37Q: 3 clusters Score -1057250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1057250.375000 Penalty: 4540.689941
	Iteration 38F: 3 clusters Score -1057250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172279 members 
Entering Unmasked Estep 
Score: -18284720.000000 Penalty: 2990.103760
	Iteration 0F: 2 clusters Score -1.828472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -18169008.000000 Penalty: 5980.207520
	Iteration 0F: 3 clusters Score -1.816901e+07 nChanged 82703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -18216836.000000 Penalty: 5980.207520
	Iteration 1F: 3 clusters Score -1.821684e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -18218502.000000 Penalty: 5980.207520
	Iteration 2Q: 3 clusters Score -1.82185e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -18221318.000000 Penalty: 5980.207520
	Iteration 3Q: 3 clusters Score -1.822132e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -18226164.000000 Penalty: 5980.207520
	Iteration 4F: 3 clusters Score -1.822616e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117858 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -18234008.000000 Penalty: 5980.207520
	Iteration 5F: 3 clusters Score -1.823401e+07 nChanged 13665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130997 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -18244976.000000 Penalty: 5980.207520
	Iteration 6F: 3 clusters Score -1.824498e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -18257914.000000 Penalty: 5980.207520
	Iteration 7F: 3 clusters Score -1.825791e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -18269036.000000 Penalty: 5980.207520
	Iteration 8F: 3 clusters Score -1.826904e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -18276108.000000 Penalty: 5980.207520
	Iteration 9Q: 3 clusters Score -1.827611e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -18279540.000000 Penalty: 5980.207520
	Iteration 10Q: 3 clusters Score -1.827954e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -18280978.000000 Penalty: 5980.207520
	Iteration 11Q: 3 clusters Score -1.828098e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170539 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -18281720.000000 Penalty: 5980.207520
	Iteration 12Q: 3 clusters Score -1.828172e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -18282110.000000 Penalty: 5980.207520
	Iteration 13Q: 3 clusters Score -1.828211e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18282286.000000 Penalty: 5980.207520
	Iteration 14Q: 3 clusters Score -1.828229e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171094 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -18282390.000000 Penalty: 5980.207520
	Iteration 15Q: 3 clusters Score -1.828239e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171135 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18282488.000000 Penalty: 5980.207520
	Iteration 16Q: 3 clusters Score -1.828249e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171147 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -18282528.000000 Penalty: 5980.207520
	Iteration 17Q: 3 clusters Score -1.828253e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171153 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -18282582.000000 Penalty: 5980.207520
	Iteration 18Q: 3 clusters Score -1.828258e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18282594.000000 Penalty: 5980.207520
	Iteration 19Q: 3 clusters Score -1.828259e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18282598.000000 Penalty: 5980.207520
	Iteration 20F: 3 clusters Score -1.82826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18282606.000000 Penalty: 5980.207520
	Iteration 21Q: 3 clusters Score -1.828261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18282620.000000 Penalty: 5980.207520
	Iteration 22Q: 3 clusters Score -1.828262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18282646.000000 Penalty: 5980.207520
	Iteration 23Q: 3 clusters Score -1.828265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18282656.000000 Penalty: 5980.207520
	Iteration 24Q: 3 clusters Score -1.828266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18282692.000000 Penalty: 5980.207520
	Iteration 25Q: 3 clusters Score -1.828269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18282686.000000 Penalty: 5980.207520
	Iteration 26Q: 3 clusters Score -1.828269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -18282698.000000 Penalty: 5980.207520
	Iteration 27Q: 3 clusters Score -1.82827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171193 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18282694.000000 Penalty: 5980.207520
	Iteration 28Q: 3 clusters Score -1.828269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18282706.000000 Penalty: 5980.207520
	Iteration 29Q: 3 clusters Score -1.828271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18282700.000000 Penalty: 5980.207520
	Iteration 30Q: 3 clusters Score -1.82827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18282700.000000 Penalty: 5980.207520
	Iteration 31Q: 3 clusters Score -1.82827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18282700.000000 Penalty: 5980.207520
	Iteration 32F: 3 clusters Score -1.82827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Entering Unmasked Estep 
Score: -986148.937500 Penalty: 2264.024414
	Iteration 0F: 2 clusters Score -986148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -978952.500000 Penalty: 4528.048828
	Iteration 0F: 3 clusters Score -978952.5 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -981002.250000 Penalty: 4528.048828
	Iteration 1F: 3 clusters Score -981002.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -981339.625000 Penalty: 4528.048828
	Iteration 2F: 3 clusters Score -981339.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -981659.500000 Penalty: 4528.048828
	Iteration 3F: 3 clusters Score -981659.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -981995.250000 Penalty: 4528.048828
	Iteration 4F: 3 clusters Score -981995.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -982348.687500 Penalty: 4528.048828
	Iteration 5F: 3 clusters Score -982348.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -982759.875000 Penalty: 4528.048828
	Iteration 6F: 3 clusters Score -982759.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -983185.937500 Penalty: 4528.048828
	Iteration 7F: 3 clusters Score -983185.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -983508.812500 Penalty: 4528.048828
	Iteration 8Q: 3 clusters Score -983508.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -983766.562500 Penalty: 4528.048828
	Iteration 9Q: 3 clusters Score -983766.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -983926.562500 Penalty: 4528.048828
	Iteration 10Q: 3 clusters Score -983926.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -984043.812500 Penalty: 4528.048828
	Iteration 11Q: 3 clusters Score -984043.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -984135.562500 Penalty: 4528.048828
	Iteration 12Q: 3 clusters Score -984135.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -984210.187500 Penalty: 4528.048828
	Iteration 13Q: 3 clusters Score -984210.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -984265.187500 Penalty: 4528.048828
	Iteration 14Q: 3 clusters Score -984265.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -984295.937500 Penalty: 4528.048828
	Iteration 15Q: 3 clusters Score -984295.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -984317.812500 Penalty: 4528.048828
	Iteration 16Q: 3 clusters Score -984317.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -984327.250000 Penalty: 4528.048828
	Iteration 17Q: 3 clusters Score -984327.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -984339.812500 Penalty: 4528.048828
	Iteration 18Q: 3 clusters Score -984339.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -984347.437500 Penalty: 4528.048828
	Iteration 19Q: 3 clusters Score -984347.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -984351.562500 Penalty: 4528.048828
	Iteration 20F: 3 clusters Score -984351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -984357.250000 Penalty: 4528.048828
	Iteration 21Q: 3 clusters Score -984357.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -984361.812500 Penalty: 4528.048828
	Iteration 22Q: 3 clusters Score -984361.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -984364.687500 Penalty: 4528.048828
	Iteration 23Q: 3 clusters Score -984364.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -984366.125000 Penalty: 4528.048828
	Iteration 24Q: 3 clusters Score -984366.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -984370.375000 Penalty: 4528.048828
	Iteration 25Q: 3 clusters Score -984370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -984370.000000 Penalty: 4528.048828
	Iteration 26Q: 3 clusters Score -984370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -984370.000000 Penalty: 4528.048828
	Iteration 27Q: 3 clusters Score -984370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -984370.000000 Penalty: 4528.048828
	Iteration 28F: 3 clusters Score -984370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Entering Unmasked Estep 
Score: -1435305.250000 Penalty: 2341.716064
	Iteration 0F: 2 clusters Score -1435305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1425997.625000 Penalty: 4683.432129
	Iteration 0F: 3 clusters Score -1425998 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1428806.000000 Penalty: 4683.432129
	Iteration 1F: 3 clusters Score -1428806 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1429142.375000 Penalty: 4683.432129
	Iteration 2F: 3 clusters Score -1429142 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1429383.125000 Penalty: 4683.432129
	Iteration 3Q: 3 clusters Score -1429383 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1429578.750000 Penalty: 4683.432129
	Iteration 4Q: 3 clusters Score -1429579 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1429763.375000 Penalty: 4683.432129
	Iteration 5Q: 3 clusters Score -1429763 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1429914.750000 Penalty: 4683.432129
	Iteration 6Q: 3 clusters Score -1429915 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1430039.750000 Penalty: 4683.432129
	Iteration 7Q: 3 clusters Score -1430040 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1430159.750000 Penalty: 4683.432129
	Iteration 8Q: 3 clusters Score -1430160 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1430287.500000 Penalty: 4683.432129
	Iteration 9Q: 3 clusters Score -1430288 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1430417.750000 Penalty: 4683.432129
	Iteration 10Q: 3 clusters Score -1430418 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1430559.625000 Penalty: 4683.432129
	Iteration 11Q: 3 clusters Score -1430560 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1430724.500000 Penalty: 4683.432129
	Iteration 12Q: 3 clusters Score -1430724 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1430931.125000 Penalty: 4683.432129
	Iteration 13Q: 3 clusters Score -1430931 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1431204.000000 Penalty: 4683.432129
	Iteration 14Q: 3 clusters Score -1431204 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1431519.250000 Penalty: 4683.432129
	Iteration 15Q: 3 clusters Score -1431519 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1431820.375000 Penalty: 4683.432129
	Iteration 16Q: 3 clusters Score -1431820 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1432101.625000 Penalty: 4683.432129
	Iteration 17Q: 3 clusters Score -1432102 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1432360.125000 Penalty: 4683.432129
	Iteration 18Q: 3 clusters Score -1432360 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1432581.500000 Penalty: 4683.432129
	Iteration 19Q: 3 clusters Score -1432582 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1432740.500000 Penalty: 4683.432129
	Iteration 20F: 3 clusters Score -1432740 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1432889.000000 Penalty: 4683.432129
	Iteration 21Q: 3 clusters Score -1432889 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1433010.375000 Penalty: 4683.432129
	Iteration 22Q: 3 clusters Score -1433010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1433094.875000 Penalty: 4683.432129
	Iteration 23Q: 3 clusters Score -1433095 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1433171.750000 Penalty: 4683.432129
	Iteration 24Q: 3 clusters Score -1433172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1433217.500000 Penalty: 4683.432129
	Iteration 25Q: 3 clusters Score -1433218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1433260.375000 Penalty: 4683.432129
	Iteration 26Q: 3 clusters Score -1433260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1433291.875000 Penalty: 4683.432129
	Iteration 27Q: 3 clusters Score -1433292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1433320.750000 Penalty: 4683.432129
	Iteration 28Q: 3 clusters Score -1433321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1433343.250000 Penalty: 4683.432129
	Iteration 29Q: 3 clusters Score -1433343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1433359.875000 Penalty: 4683.432129
	Iteration 30Q: 3 clusters Score -1433360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1433380.875000 Penalty: 4683.432129
	Iteration 31Q: 3 clusters Score -1433381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1433391.250000 Penalty: 4683.432129
	Iteration 32Q: 3 clusters Score -1433391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1433403.625000 Penalty: 4683.432129
	Iteration 33Q: 3 clusters Score -1433404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1433414.875000 Penalty: 4683.432129
	Iteration 34Q: 3 clusters Score -1433415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1433421.500000 Penalty: 4683.432129
	Iteration 35Q: 3 clusters Score -1433422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1433430.250000 Penalty: 4683.432129
	Iteration 36Q: 3 clusters Score -1433430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1433435.875000 Penalty: 4683.432129
	Iteration 37Q: 3 clusters Score -1433436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1433439.250000 Penalty: 4683.432129
	Iteration 38Q: 3 clusters Score -1433439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1433448.875000 Penalty: 4683.432129
	Iteration 39Q: 3 clusters Score -1433449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1433452.875000 Penalty: 4683.432129
	Iteration 40F: 3 clusters Score -1433453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1433457.000000 Penalty: 4683.432129
	Iteration 41Q: 3 clusters Score -1433457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1433461.500000 Penalty: 4683.432129
	Iteration 42Q: 3 clusters Score -1433462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1433465.500000 Penalty: 4683.432129
	Iteration 43Q: 3 clusters Score -1433466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1433469.000000 Penalty: 4683.432129
	Iteration 44Q: 3 clusters Score -1433469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1433472.000000 Penalty: 4683.432129
	Iteration 45Q: 3 clusters Score -1433472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1433478.250000 Penalty: 4683.432129
	Iteration 46Q: 3 clusters Score -1433478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1433483.000000 Penalty: 4683.432129
	Iteration 47Q: 3 clusters Score -1433483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1433485.625000 Penalty: 4683.432129
	Iteration 48Q: 3 clusters Score -1433486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1433490.375000 Penalty: 4683.432129
	Iteration 49Q: 3 clusters Score -1433490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1433493.000000 Penalty: 4683.432129
	Iteration 50Q: 3 clusters Score -1433493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1433495.750000 Penalty: 4683.432129
	Iteration 51Q: 3 clusters Score -1433496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1433499.750000 Penalty: 4683.432129
	Iteration 52Q: 3 clusters Score -1433500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1433499.500000 Penalty: 4683.432129
	Iteration 53Q: 3 clusters Score -1433500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1433501.500000 Penalty: 4683.432129
	Iteration 54Q: 3 clusters Score -1433502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1433502.125000 Penalty: 4683.432129
	Iteration 55Q: 3 clusters Score -1433502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1433501.000000 Penalty: 4683.432129
	Iteration 56Q: 3 clusters Score -1433501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1433501.375000 Penalty: 4683.432129
	Iteration 57Q: 3 clusters Score -1433501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1433503.625000 Penalty: 4683.432129
	Iteration 58Q: 3 clusters Score -1433504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1433503.750000 Penalty: 4683.432129
	Iteration 59Q: 3 clusters Score -1433504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1433506.375000 Penalty: 4683.432129
	Iteration 60F: 3 clusters Score -1433506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1433506.750000 Penalty: 4683.432129
	Iteration 61Q: 3 clusters Score -1433507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1433506.625000 Penalty: 4683.432129
	Iteration 62Q: 3 clusters Score -1433507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1433509.875000 Penalty: 4683.432129
	Iteration 63Q: 3 clusters Score -1433510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1433509.625000 Penalty: 4683.432129
	Iteration 64Q: 3 clusters Score -1433510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1433510.375000 Penalty: 4683.432129
	Iteration 65Q: 3 clusters Score -1433510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1433510.375000 Penalty: 4683.432129
	Iteration 66F: 3 clusters Score -1433510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -1100205.375000 Penalty: 2326.135010
	Iteration 0F: 2 clusters Score -1100205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1091398.250000 Penalty: 4652.270020
	Iteration 0F: 3 clusters Score -1091398 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1094360.375000 Penalty: 4652.270020
	Iteration 1F: 3 clusters Score -1094360 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1095024.750000 Penalty: 4652.270020
	Iteration 2F: 3 clusters Score -1095025 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1095588.125000 Penalty: 4652.270020
	Iteration 3F: 3 clusters Score -1095588 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1095991.250000 Penalty: 4652.270020
	Iteration 4F: 3 clusters Score -1095991 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1096267.625000 Penalty: 4652.270020
	Iteration 5Q: 3 clusters Score -1096268 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1096499.875000 Penalty: 4652.270020
	Iteration 6Q: 3 clusters Score -1096500 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1096700.500000 Penalty: 4652.270020
	Iteration 7Q: 3 clusters Score -1096700 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1096860.000000 Penalty: 4652.270020
	Iteration 8Q: 3 clusters Score -1096860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1096975.500000 Penalty: 4652.270020
	Iteration 9Q: 3 clusters Score -1096976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1097068.375000 Penalty: 4652.270020
	Iteration 10Q: 3 clusters Score -1097068 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1097142.375000 Penalty: 4652.270020
	Iteration 11Q: 3 clusters Score -1097142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1097195.875000 Penalty: 4652.270020
	Iteration 12Q: 3 clusters Score -1097196 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1097247.375000 Penalty: 4652.270020
	Iteration 13Q: 3 clusters Score -1097247 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1097297.375000 Penalty: 4652.270020
	Iteration 14Q: 3 clusters Score -1097297 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1097330.250000 Penalty: 4652.270020
	Iteration 15Q: 3 clusters Score -1097330 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1097363.875000 Penalty: 4652.270020
	Iteration 16Q: 3 clusters Score -1097364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1097390.125000 Penalty: 4652.270020
	Iteration 17Q: 3 clusters Score -1097390 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1097416.125000 Penalty: 4652.270020
	Iteration 18Q: 3 clusters Score -1097416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1097437.625000 Penalty: 4652.270020
	Iteration 19Q: 3 clusters Score -1097438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1097461.750000 Penalty: 4652.270020
	Iteration 20F: 3 clusters Score -1097462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1097475.250000 Penalty: 4652.270020
	Iteration 21Q: 3 clusters Score -1097475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1097495.125000 Penalty: 4652.270020
	Iteration 22Q: 3 clusters Score -1097495 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1097518.750000 Penalty: 4652.270020
	Iteration 23Q: 3 clusters Score -1097519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1097534.000000 Penalty: 4652.270020
	Iteration 24Q: 3 clusters Score -1097534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1097545.625000 Penalty: 4652.270020
	Iteration 25Q: 3 clusters Score -1097546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1097555.500000 Penalty: 4652.270020
	Iteration 26Q: 3 clusters Score -1097556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1097562.750000 Penalty: 4652.270020
	Iteration 27Q: 3 clusters Score -1097563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1097572.500000 Penalty: 4652.270020
	Iteration 28Q: 3 clusters Score -1097572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1097583.500000 Penalty: 4652.270020
	Iteration 29Q: 3 clusters Score -1097584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1097593.625000 Penalty: 4652.270020
	Iteration 30Q: 3 clusters Score -1097594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1097604.625000 Penalty: 4652.270020
	Iteration 31Q: 3 clusters Score -1097605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1097614.000000 Penalty: 4652.270020
	Iteration 32Q: 3 clusters Score -1097614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1097624.250000 Penalty: 4652.270020
	Iteration 33Q: 3 clusters Score -1097624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1097632.000000 Penalty: 4652.270020
	Iteration 34Q: 3 clusters Score -1097632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1097646.375000 Penalty: 4652.270020
	Iteration 35Q: 3 clusters Score -1097646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1097661.375000 Penalty: 4652.270020
	Iteration 36Q: 3 clusters Score -1097661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1097676.250000 Penalty: 4652.270020
	Iteration 37Q: 3 clusters Score -1097676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1097695.375000 Penalty: 4652.270020
	Iteration 38Q: 3 clusters Score -1097695 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1097718.125000 Penalty: 4652.270020
	Iteration 39Q: 3 clusters Score -1097718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1097738.250000 Penalty: 4652.270020
	Iteration 40F: 3 clusters Score -1097738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1097753.375000 Penalty: 4652.270020
	Iteration 41Q: 3 clusters Score -1097753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1097768.625000 Penalty: 4652.270020
	Iteration 42Q: 3 clusters Score -1097769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1097784.375000 Penalty: 4652.270020
	Iteration 43Q: 3 clusters Score -1097784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1097799.375000 Penalty: 4652.270020
	Iteration 44Q: 3 clusters Score -1097799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1097821.125000 Penalty: 4652.270020
	Iteration 45Q: 3 clusters Score -1097821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1097850.000000 Penalty: 4652.270020
	Iteration 46Q: 3 clusters Score -1097850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1097869.625000 Penalty: 4652.270020
	Iteration 47Q: 3 clusters Score -1097870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1097891.625000 Penalty: 4652.270020
	Iteration 48Q: 3 clusters Score -1097892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1097933.250000 Penalty: 4652.270020
	Iteration 49Q: 3 clusters Score -1097933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1097967.875000 Penalty: 4652.270020
	Iteration 50Q: 3 clusters Score -1097968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1098003.375000 Penalty: 4652.270020
	Iteration 51Q: 3 clusters Score -1098003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1098033.875000 Penalty: 4652.270020
	Iteration 52Q: 3 clusters Score -1098034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1098064.125000 Penalty: 4652.270020
	Iteration 53Q: 3 clusters Score -1098064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1098093.750000 Penalty: 4652.270020
	Iteration 54Q: 3 clusters Score -1098094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1098122.750000 Penalty: 4652.270020
	Iteration 55Q: 3 clusters Score -1098123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1098146.250000 Penalty: 4652.270020
	Iteration 56Q: 3 clusters Score -1098146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1098171.375000 Penalty: 4652.270020
	Iteration 57Q: 3 clusters Score -1098171 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1098201.500000 Penalty: 4652.270020
	Iteration 58Q: 3 clusters Score -1098202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1098222.000000 Penalty: 4652.270020
	Iteration 59Q: 3 clusters Score -1098222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1098233.250000 Penalty: 4652.270020
	Iteration 60F: 3 clusters Score -1098233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1098244.875000 Penalty: 4652.270020
	Iteration 61Q: 3 clusters Score -1098245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1098255.625000 Penalty: 4652.270020
	Iteration 62Q: 3 clusters Score -1098256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1098267.000000 Penalty: 4652.270020
	Iteration 63Q: 3 clusters Score -1098267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1098279.250000 Penalty: 4652.270020
	Iteration 64Q: 3 clusters Score -1098279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1098286.000000 Penalty: 4652.270020
	Iteration 65Q: 3 clusters Score -1098286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1098295.750000 Penalty: 4652.270020
	Iteration 66Q: 3 clusters Score -1098296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1098299.250000 Penalty: 4652.270020
	Iteration 67Q: 3 clusters Score -1098299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1098303.750000 Penalty: 4652.270020
	Iteration 68Q: 3 clusters Score -1098304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1098303.625000 Penalty: 4652.270020
	Iteration 69Q: 3 clusters Score -1098304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1098308.875000 Penalty: 4652.270020
	Iteration 70Q: 3 clusters Score -1098309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1098317.375000 Penalty: 4652.270020
	Iteration 71Q: 3 clusters Score -1098317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1098317.875000 Penalty: 4652.270020
	Iteration 72Q: 3 clusters Score -1098318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1098318.625000 Penalty: 4652.270020
	Iteration 73Q: 3 clusters Score -1098319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1098323.875000 Penalty: 4652.270020
	Iteration 74Q: 3 clusters Score -1098324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1098327.125000 Penalty: 4652.270020
	Iteration 75Q: 3 clusters Score -1098327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1098333.125000 Penalty: 4652.270020
	Iteration 76Q: 3 clusters Score -1098333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1098335.000000 Penalty: 4652.270020
	Iteration 77Q: 3 clusters Score -1098335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1098343.750000 Penalty: 4652.270020
	Iteration 78Q: 3 clusters Score -1098344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1098345.625000 Penalty: 4652.270020
	Iteration 79Q: 3 clusters Score -1098346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1098354.000000 Penalty: 4652.270020
	Iteration 80F: 3 clusters Score -1098354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1098362.000000 Penalty: 4652.270020
	Iteration 81Q: 3 clusters Score -1098362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1098367.250000 Penalty: 4652.270020
	Iteration 82Q: 3 clusters Score -1098367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1098375.625000 Penalty: 4652.270020
	Iteration 83Q: 3 clusters Score -1098376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1098380.125000 Penalty: 4652.270020
	Iteration 84Q: 3 clusters Score -1098380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1098385.500000 Penalty: 4652.270020
	Iteration 85Q: 3 clusters Score -1098386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1098396.375000 Penalty: 4652.270020
	Iteration 86Q: 3 clusters Score -1098396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1098398.500000 Penalty: 4652.270020
	Iteration 87Q: 3 clusters Score -1098398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1098404.375000 Penalty: 4652.270020
	Iteration 88Q: 3 clusters Score -1098404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1098410.875000 Penalty: 4652.270020
	Iteration 89Q: 3 clusters Score -1098411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1098415.375000 Penalty: 4652.270020
	Iteration 90Q: 3 clusters Score -1098415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1098421.750000 Penalty: 4652.270020
	Iteration 91Q: 3 clusters Score -1098422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1098427.500000 Penalty: 4652.270020
	Iteration 92Q: 3 clusters Score -1098428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1098436.625000 Penalty: 4652.270020
	Iteration 93Q: 3 clusters Score -1098437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1098445.125000 Penalty: 4652.270020
	Iteration 94Q: 3 clusters Score -1098445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1098456.000000 Penalty: 4652.270020
	Iteration 95Q: 3 clusters Score -1098456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1098468.500000 Penalty: 4652.270020
	Iteration 96Q: 3 clusters Score -1098468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1098476.250000 Penalty: 4652.270020
	Iteration 97Q: 3 clusters Score -1098476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1098482.500000 Penalty: 4652.270020
	Iteration 98Q: 3 clusters Score -1098482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1098486.125000 Penalty: 4652.270020
	Iteration 99Q: 3 clusters Score -1098486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1098488.750000 Penalty: 4652.270020
	Iteration 100F: 3 clusters Score -1098489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1098490.750000 Penalty: 4652.270020
	Iteration 101Q: 3 clusters Score -1098491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1098498.500000 Penalty: 4652.270020
	Iteration 102Q: 3 clusters Score -1098498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1098496.750000 Penalty: 4652.270020
	Iteration 103Q: 3 clusters Score -1098497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1098503.375000 Penalty: 4652.270020
	Iteration 104Q: 3 clusters Score -1098503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1098503.250000 Penalty: 4652.270020
	Iteration 105Q: 3 clusters Score -1098503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1098502.500000 Penalty: 4652.270020
	Iteration 106Q: 3 clusters Score -1098502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1098506.875000 Penalty: 4652.270020
	Iteration 107Q: 3 clusters Score -1098507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1098508.500000 Penalty: 4652.270020
	Iteration 108Q: 3 clusters Score -1098508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1098509.375000 Penalty: 4652.270020
	Iteration 109Q: 3 clusters Score -1098509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1098511.250000 Penalty: 4652.270020
	Iteration 110Q: 3 clusters Score -1098511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1098512.625000 Penalty: 4652.270020
	Iteration 111Q: 3 clusters Score -1098513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1098513.125000 Penalty: 4652.270020
	Iteration 112Q: 3 clusters Score -1098513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1098510.625000 Penalty: 4652.270020
	Iteration 113Q: 3 clusters Score -1098511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1098511.875000 Penalty: 4652.270020
	Iteration 114Q: 3 clusters Score -1098512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1098512.125000 Penalty: 4652.270020
	Iteration 115Q: 3 clusters Score -1098512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1098511.250000 Penalty: 4652.270020
	Iteration 116Q: 3 clusters Score -1098511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1098511.250000 Penalty: 4652.270020
	Iteration 117F: 3 clusters Score -1098511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (132751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Entering Unmasked Estep 
Score: -15400620.000000 Penalty: 2925.465088
	Iteration 0F: 2 clusters Score -1.540062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -15311484.000000 Penalty: 5850.930176
	Iteration 0F: 3 clusters Score -1.531148e+07 nChanged 63370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -15348669.000000 Penalty: 5850.930176
	Iteration 1F: 3 clusters Score -1.534867e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -15349712.000000 Penalty: 5850.930176
	Iteration 2Q: 3 clusters Score -1.534971e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -15351236.000000 Penalty: 5850.930176
	Iteration 3Q: 3 clusters Score -1.535124e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -15352955.000000 Penalty: 5850.930176
	Iteration 4Q: 3 clusters Score -1.535296e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -15354948.000000 Penalty: 5850.930176
	Iteration 5Q: 3 clusters Score -1.535495e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -15357199.000000 Penalty: 5850.930176
	Iteration 6Q: 3 clusters Score -1.53572e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -15359454.000000 Penalty: 5850.930176
	Iteration 7Q: 3 clusters Score -1.535945e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -15361483.000000 Penalty: 5850.930176
	Iteration 8Q: 3 clusters Score -1.536148e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -15362924.000000 Penalty: 5850.930176
	Iteration 9Q: 3 clusters Score -1.536292e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -15364146.000000 Penalty: 5850.930176
	Iteration 10Q: 3 clusters Score -1.536415e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -15364921.000000 Penalty: 5850.930176
	Iteration 11Q: 3 clusters Score -1.536492e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -15365493.000000 Penalty: 5850.930176
	Iteration 12Q: 3 clusters Score -1.536549e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -15365906.000000 Penalty: 5850.930176
	Iteration 13Q: 3 clusters Score -1.536591e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -15366124.000000 Penalty: 5850.930176
	Iteration 14Q: 3 clusters Score -1.536612e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -15366418.000000 Penalty: 5850.930176
	Iteration 15Q: 3 clusters Score -1.536642e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -15366633.000000 Penalty: 5850.930176
	Iteration 16Q: 3 clusters Score -1.536663e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -15366812.000000 Penalty: 5850.930176
	Iteration 17Q: 3 clusters Score -1.536681e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -15367028.000000 Penalty: 5850.930176
	Iteration 18Q: 3 clusters Score -1.536703e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -15367262.000000 Penalty: 5850.930176
	Iteration 19Q: 3 clusters Score -1.536726e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -15367549.000000 Penalty: 5850.930176
	Iteration 20F: 3 clusters Score -1.536755e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -15368114.000000 Penalty: 5850.930176
	Iteration 21Q: 3 clusters Score -1.536811e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -15368996.000000 Penalty: 5850.930176
	Iteration 22Q: 3 clusters Score -1.5369e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -15370318.000000 Penalty: 5850.930176
	Iteration 23Q: 3 clusters Score -1.537032e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -15372283.000000 Penalty: 5850.930176
	Iteration 24Q: 3 clusters Score -1.537228e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -15374432.000000 Penalty: 5850.930176
	Iteration 25Q: 3 clusters Score -1.537443e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -15376079.000000 Penalty: 5850.930176
	Iteration 26Q: 3 clusters Score -1.537608e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -15377036.000000 Penalty: 5850.930176
	Iteration 27Q: 3 clusters Score -1.537704e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -15377639.000000 Penalty: 5850.930176
	Iteration 28Q: 3 clusters Score -1.537764e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -15378256.000000 Penalty: 5850.930176
	Iteration 29Q: 3 clusters Score -1.537826e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -15378890.000000 Penalty: 5850.930176
	Iteration 30Q: 3 clusters Score -1.537889e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -15379539.000000 Penalty: 5850.930176
	Iteration 31Q: 3 clusters Score -1.537954e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -15380215.000000 Penalty: 5850.930176
	Iteration 32Q: 3 clusters Score -1.538022e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -15381094.000000 Penalty: 5850.930176
	Iteration 33Q: 3 clusters Score -1.538109e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -15381971.000000 Penalty: 5850.930176
	Iteration 34Q: 3 clusters Score -1.538197e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -15382726.000000 Penalty: 5850.930176
	Iteration 35Q: 3 clusters Score -1.538273e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -15383805.000000 Penalty: 5850.930176
	Iteration 36Q: 3 clusters Score -1.53838e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -15384840.000000 Penalty: 5850.930176
	Iteration 37Q: 3 clusters Score -1.538484e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -15386020.000000 Penalty: 5850.930176
	Iteration 38Q: 3 clusters Score -1.538602e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -15387163.000000 Penalty: 5850.930176
	Iteration 39Q: 3 clusters Score -1.538716e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -15388312.000000 Penalty: 5850.930176
	Iteration 40F: 3 clusters Score -1.538831e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -15389600.000000 Penalty: 5850.930176
	Iteration 41Q: 3 clusters Score -1.53896e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -15390704.000000 Penalty: 5850.930176
	Iteration 42Q: 3 clusters Score -1.53907e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -15391800.000000 Penalty: 5850.930176
	Iteration 43Q: 3 clusters Score -1.53918e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122130 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -15392988.000000 Penalty: 5850.930176
	Iteration 44Q: 3 clusters Score -1.539299e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123747 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -15393990.000000 Penalty: 5850.930176
	Iteration 45Q: 3 clusters Score -1.539399e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -15394818.000000 Penalty: 5850.930176
	Iteration 46Q: 3 clusters Score -1.539482e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -15395578.000000 Penalty: 5850.930176
	Iteration 47Q: 3 clusters Score -1.539558e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -15396180.000000 Penalty: 5850.930176
	Iteration 48Q: 3 clusters Score -1.539618e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -15396691.000000 Penalty: 5850.930176
	Iteration 49Q: 3 clusters Score -1.539669e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -15397119.000000 Penalty: 5850.930176
	Iteration 50Q: 3 clusters Score -1.539712e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129368 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -15397434.000000 Penalty: 5850.930176
	Iteration 51Q: 3 clusters Score -1.539743e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129791 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -15397633.000000 Penalty: 5850.930176
	Iteration 52Q: 3 clusters Score -1.539763e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -15397831.000000 Penalty: 5850.930176
	Iteration 53Q: 3 clusters Score -1.539783e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130340 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -15397906.000000 Penalty: 5850.930176
	Iteration 54Q: 3 clusters Score -1.539791e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -15397999.000000 Penalty: 5850.930176
	Iteration 55Q: 3 clusters Score -1.5398e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130634 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -15398081.000000 Penalty: 5850.930176
	Iteration 56Q: 3 clusters Score -1.539808e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130744 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15398147.000000 Penalty: 5850.930176
	Iteration 57Q: 3 clusters Score -1.539815e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15398170.000000 Penalty: 5850.930176
	Iteration 58Q: 3 clusters Score -1.539817e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -15398221.000000 Penalty: 5850.930176
	Iteration 59Q: 3 clusters Score -1.539822e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15398237.000000 Penalty: 5850.930176
	Iteration 60F: 3 clusters Score -1.539824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131074 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15398245.000000 Penalty: 5850.930176
	Iteration 61Q: 3 clusters Score -1.539824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -15398294.000000 Penalty: 5850.930176
	Iteration 62Q: 3 clusters Score -1.539829e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15398283.000000 Penalty: 5850.930176
	Iteration 63Q: 3 clusters Score -1.539828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131171 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15398286.000000 Penalty: 5850.930176
	Iteration 64Q: 3 clusters Score -1.539829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131193 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15398289.000000 Penalty: 5850.930176
	Iteration 65Q: 3 clusters Score -1.539829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15398290.000000 Penalty: 5850.930176
	Iteration 66Q: 3 clusters Score -1.539829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15398283.000000 Penalty: 5850.930176
	Iteration 67Q: 3 clusters Score -1.539828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -15398287.000000 Penalty: 5850.930176
	Iteration 68Q: 3 clusters Score -1.539829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131242 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15398305.000000 Penalty: 5850.930176
	Iteration 69Q: 3 clusters Score -1.53983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131248 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -15398306.000000 Penalty: 5850.930176
	Iteration 70Q: 3 clusters Score -1.539831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15398305.000000 Penalty: 5850.930176
	Iteration 71Q: 3 clusters Score -1.53983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131254 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -15398312.000000 Penalty: 5850.930176
	Iteration 72Q: 3 clusters Score -1.539831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131257 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -15398310.000000 Penalty: 5850.930176
	Iteration 73Q: 3 clusters Score -1.539831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15398312.000000 Penalty: 5850.930176
	Iteration 74Q: 3 clusters Score -1.539831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15398304.000000 Penalty: 5850.930176
	Iteration 75Q: 3 clusters Score -1.53983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15398318.000000 Penalty: 5850.930176
	Iteration 76Q: 3 clusters Score -1.539832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15398320.000000 Penalty: 5850.930176
	Iteration 77Q: 3 clusters Score -1.539832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131266 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15398310.000000 Penalty: 5850.930176
	Iteration 78Q: 3 clusters Score -1.539831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15398306.000000 Penalty: 5850.930176
	Iteration 79Q: 3 clusters Score -1.539831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131270 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15398308.000000 Penalty: 5850.930176
	Iteration 80F: 3 clusters Score -1.539831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (140816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140816 members 
Entering Unmasked Estep 
Score: -16236328.000000 Penalty: 2940.091797
	Iteration 0F: 2 clusters Score -1.623633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -16142354.000000 Penalty: 5880.183594
	Iteration 0F: 3 clusters Score -1.614235e+07 nChanged 67021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -16180671.000000 Penalty: 5880.183594
	Iteration 1F: 3 clusters Score -1.618067e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -16181470.000000 Penalty: 5880.183594
	Iteration 2Q: 3 clusters Score -1.618147e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -16182356.000000 Penalty: 5880.183594
	Iteration 3Q: 3 clusters Score -1.618236e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -16183169.000000 Penalty: 5880.183594
	Iteration 4Q: 3 clusters Score -1.618317e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -16184141.000000 Penalty: 5880.183594
	Iteration 5Q: 3 clusters Score -1.618414e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -16185305.000000 Penalty: 5880.183594
	Iteration 6Q: 3 clusters Score -1.61853e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -16186702.000000 Penalty: 5880.183594
	Iteration 7Q: 3 clusters Score -1.61867e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -16188413.000000 Penalty: 5880.183594
	Iteration 8Q: 3 clusters Score -1.618841e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -16190408.000000 Penalty: 5880.183594
	Iteration 9Q: 3 clusters Score -1.619041e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -16193160.000000 Penalty: 5880.183594
	Iteration 10Q: 3 clusters Score -1.619316e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -16196546.000000 Penalty: 5880.183594
	Iteration 11Q: 3 clusters Score -1.619655e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -16200341.000000 Penalty: 5880.183594
	Iteration 12Q: 3 clusters Score -1.620034e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -16204365.000000 Penalty: 5880.183594
	Iteration 13Q: 3 clusters Score -1.620436e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -16208037.000000 Penalty: 5880.183594
	Iteration 14Q: 3 clusters Score -1.620804e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -16210554.000000 Penalty: 5880.183594
	Iteration 15Q: 3 clusters Score -1.621055e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -16211976.000000 Penalty: 5880.183594
	Iteration 16Q: 3 clusters Score -1.621198e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -16212931.000000 Penalty: 5880.183594
	Iteration 17Q: 3 clusters Score -1.621293e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -16213834.000000 Penalty: 5880.183594
	Iteration 18Q: 3 clusters Score -1.621383e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -16214873.000000 Penalty: 5880.183594
	Iteration 19Q: 3 clusters Score -1.621487e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 109519 members 
Entering Unmasked Estep 
Score: -16215973.000000 Penalty: 5880.183594
	Iteration 20F: 3 clusters Score -1.621597e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -16217068.000000 Penalty: 5880.183594
	Iteration 21Q: 3 clusters Score -1.621707e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -16218302.000000 Penalty: 5880.183594
	Iteration 22Q: 3 clusters Score -1.62183e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -16219618.000000 Penalty: 5880.183594
	Iteration 23Q: 3 clusters Score -1.621962e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -16221153.000000 Penalty: 5880.183594
	Iteration 24Q: 3 clusters Score -1.622115e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 124498 members 
Entering Unmasked Estep 
Score: -16222795.000000 Penalty: 5880.183594
	Iteration 25Q: 3 clusters Score -1.62228e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -16224513.000000 Penalty: 5880.183594
	Iteration 26Q: 3 clusters Score -1.622451e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -16226214.000000 Penalty: 5880.183594
	Iteration 27Q: 3 clusters Score -1.622621e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 132570 members 
Entering Unmasked Estep 
Score: -16227687.000000 Penalty: 5880.183594
	Iteration 28Q: 3 clusters Score -1.622769e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -16229185.000000 Penalty: 5880.183594
	Iteration 29Q: 3 clusters Score -1.622918e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -16230555.000000 Penalty: 5880.183594
	Iteration 30Q: 3 clusters Score -1.623056e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 138050 members 
Entering Unmasked Estep 
Score: -16231825.000000 Penalty: 5880.183594
	Iteration 31Q: 3 clusters Score -1.623182e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 139144 members 
Entering Unmasked Estep 
Score: -16232770.000000 Penalty: 5880.183594
	Iteration 32Q: 3 clusters Score -1.623277e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 139794 members 
Entering Unmasked Estep 
Score: -16233228.000000 Penalty: 5880.183594
	Iteration 33Q: 3 clusters Score -1.623323e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -16233540.000000 Penalty: 5880.183594
	Iteration 34Q: 3 clusters Score -1.623354e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 140241 members 
Entering Unmasked Estep 
Score: -16233672.000000 Penalty: 5880.183594
	Iteration 35Q: 3 clusters Score -1.623367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 140302 members 
Entering Unmasked Estep 
Score: -16233714.000000 Penalty: 5880.183594
	Iteration 36Q: 3 clusters Score -1.623371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -16233762.000000 Penalty: 5880.183594
	Iteration 37Q: 3 clusters Score -1.623376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -16233783.000000 Penalty: 5880.183594
	Iteration 38Q: 3 clusters Score -1.623378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 140365 members 
Entering Unmasked Estep 
Score: -16233794.000000 Penalty: 5880.183594
	Iteration 39Q: 3 clusters Score -1.623379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -16233811.000000 Penalty: 5880.183594
	Iteration 40F: 3 clusters Score -1.623381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 140383 members 
Entering Unmasked Estep 
Score: -16233815.000000 Penalty: 5880.183594
	Iteration 41Q: 3 clusters Score -1.623382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -16233845.000000 Penalty: 5880.183594
	Iteration 42Q: 3 clusters Score -1.623384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 140398 members 
Entering Unmasked Estep 
Score: -16233855.000000 Penalty: 5880.183594
	Iteration 43Q: 3 clusters Score -1.623386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 140409 members 
Entering Unmasked Estep 
Score: -16233866.000000 Penalty: 5880.183594
	Iteration 44Q: 3 clusters Score -1.623387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -16233897.000000 Penalty: 5880.183594
	Iteration 45Q: 3 clusters Score -1.62339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 140419 members 
Entering Unmasked Estep 
Score: -16233905.000000 Penalty: 5880.183594
	Iteration 46Q: 3 clusters Score -1.62339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 140424 members 
Entering Unmasked Estep 
Score: -16233915.000000 Penalty: 5880.183594
	Iteration 47Q: 3 clusters Score -1.623392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -16233936.000000 Penalty: 5880.183594
	Iteration 48Q: 3 clusters Score -1.623394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -16233943.000000 Penalty: 5880.183594
	Iteration 49Q: 3 clusters Score -1.623394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -16233948.000000 Penalty: 5880.183594
	Iteration 50Q: 3 clusters Score -1.623395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140436 members 
Entering Unmasked Estep 
Score: -16233940.000000 Penalty: 5880.183594
	Iteration 51Q: 3 clusters Score -1.623394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 140438 members 
Entering Unmasked Estep 
Score: -16233943.000000 Penalty: 5880.183594
	Iteration 52Q: 3 clusters Score -1.623394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 140438 members 
Entering Unmasked Estep 
Score: -16233943.000000 Penalty: 5880.183594
	Iteration 53F: 3 clusters Score -1.623394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Entering Unmasked Estep 
Score: -2584296.500000 Penalty: 2511.553223
	Iteration 0F: 2 clusters Score -2584296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2567089.000000 Penalty: 5023.106445
	Iteration 0F: 3 clusters Score -2567089 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2573563.750000 Penalty: 5023.106445
	Iteration 1F: 3 clusters Score -2573564 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2574683.000000 Penalty: 5023.106445
	Iteration 2F: 3 clusters Score -2574683 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2576031.250000 Penalty: 5023.106445
	Iteration 3F: 3 clusters Score -2576031 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2577417.000000 Penalty: 5023.106445
	Iteration 4F: 3 clusters Score -2577417 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2578472.750000 Penalty: 5023.106445
	Iteration 5F: 3 clusters Score -2578473 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2579223.750000 Penalty: 5023.106445
	Iteration 6F: 3 clusters Score -2579224 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2579750.750000 Penalty: 5023.106445
	Iteration 7Q: 3 clusters Score -2579751 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2580139.500000 Penalty: 5023.106445
	Iteration 8Q: 3 clusters Score -2580140 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2580420.250000 Penalty: 5023.106445
	Iteration 9Q: 3 clusters Score -2580420 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2580619.500000 Penalty: 5023.106445
	Iteration 10Q: 3 clusters Score -2580620 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2580750.750000 Penalty: 5023.106445
	Iteration 11Q: 3 clusters Score -2580751 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2580821.250000 Penalty: 5023.106445
	Iteration 12Q: 3 clusters Score -2580821 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2580874.250000 Penalty: 5023.106445
	Iteration 13Q: 3 clusters Score -2580874 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2580919.250000 Penalty: 5023.106445
	Iteration 14Q: 3 clusters Score -2580919 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2580951.500000 Penalty: 5023.106445
	Iteration 15Q: 3 clusters Score -2580952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2580973.000000 Penalty: 5023.106445
	Iteration 16Q: 3 clusters Score -2580973 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2580989.750000 Penalty: 5023.106445
	Iteration 17Q: 3 clusters Score -2580990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2581005.250000 Penalty: 5023.106445
	Iteration 18Q: 3 clusters Score -2581005 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2581015.250000 Penalty: 5023.106445
	Iteration 19Q: 3 clusters Score -2581015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2581017.750000 Penalty: 5023.106445
	Iteration 20F: 3 clusters Score -2581018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2581026.000000 Penalty: 5023.106445
	Iteration 21Q: 3 clusters Score -2581026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2581037.000000 Penalty: 5023.106445
	Iteration 22Q: 3 clusters Score -2581037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2581036.500000 Penalty: 5023.106445
	Iteration 23Q: 3 clusters Score -2581036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2581040.500000 Penalty: 5023.106445
	Iteration 24Q: 3 clusters Score -2581040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2581056.500000 Penalty: 5023.106445
	Iteration 25Q: 3 clusters Score -2581056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2581059.000000 Penalty: 5023.106445
	Iteration 26Q: 3 clusters Score -2581059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2581066.000000 Penalty: 5023.106445
	Iteration 27Q: 3 clusters Score -2581066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2581071.000000 Penalty: 5023.106445
	Iteration 28Q: 3 clusters Score -2581071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2581079.250000 Penalty: 5023.106445
	Iteration 29Q: 3 clusters Score -2581079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2581079.500000 Penalty: 5023.106445
	Iteration 30Q: 3 clusters Score -2581080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2581092.000000 Penalty: 5023.106445
	Iteration 31Q: 3 clusters Score -2581092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2581090.000000 Penalty: 5023.106445
	Iteration 32Q: 3 clusters Score -2581090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2581091.250000 Penalty: 5023.106445
	Iteration 33Q: 3 clusters Score -2581091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2581097.500000 Penalty: 5023.106445
	Iteration 34Q: 3 clusters Score -2581098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2581104.500000 Penalty: 5023.106445
	Iteration 35Q: 3 clusters Score -2581104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2581099.750000 Penalty: 5023.106445
	Iteration 36Q: 3 clusters Score -2581100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2581104.500000 Penalty: 5023.106445
	Iteration 37Q: 3 clusters Score -2581104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2581098.000000 Penalty: 5023.106445
	Iteration 38Q: 3 clusters Score -2581098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2581110.500000 Penalty: 5023.106445
	Iteration 39Q: 3 clusters Score -2581110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2581119.000000 Penalty: 5023.106445
	Iteration 40F: 3 clusters Score -2581119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2581126.250000 Penalty: 5023.106445
	Iteration 41Q: 3 clusters Score -2581126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2581131.250000 Penalty: 5023.106445
	Iteration 42Q: 3 clusters Score -2581131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2581125.000000 Penalty: 5023.106445
	Iteration 43Q: 3 clusters Score -2581125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2581128.250000 Penalty: 5023.106445
	Iteration 44Q: 3 clusters Score -2581128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2581133.750000 Penalty: 5023.106445
	Iteration 45Q: 3 clusters Score -2581134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2581140.000000 Penalty: 5023.106445
	Iteration 46Q: 3 clusters Score -2581140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2581139.750000 Penalty: 5023.106445
	Iteration 47Q: 3 clusters Score -2581140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2581155.750000 Penalty: 5023.106445
	Iteration 48Q: 3 clusters Score -2581156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2581163.750000 Penalty: 5023.106445
	Iteration 49Q: 3 clusters Score -2581164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2581169.000000 Penalty: 5023.106445
	Iteration 50Q: 3 clusters Score -2581169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2581167.750000 Penalty: 5023.106445
	Iteration 51Q: 3 clusters Score -2581168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2581174.500000 Penalty: 5023.106445
	Iteration 52Q: 3 clusters Score -2581174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2581187.500000 Penalty: 5023.106445
	Iteration 53Q: 3 clusters Score -2581188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2581186.750000 Penalty: 5023.106445
	Iteration 54Q: 3 clusters Score -2581187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2581190.750000 Penalty: 5023.106445
	Iteration 55Q: 3 clusters Score -2581191 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2581201.500000 Penalty: 5023.106445
	Iteration 56Q: 3 clusters Score -2581202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2581217.750000 Penalty: 5023.106445
	Iteration 57Q: 3 clusters Score -2581218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2581234.500000 Penalty: 5023.106445
	Iteration 58Q: 3 clusters Score -2581234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2581253.500000 Penalty: 5023.106445
	Iteration 59Q: 3 clusters Score -2581254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2581272.750000 Penalty: 5023.106445
	Iteration 60F: 3 clusters Score -2581273 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2581289.000000 Penalty: 5023.106445
	Iteration 61Q: 3 clusters Score -2581289 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2581306.750000 Penalty: 5023.106445
	Iteration 62Q: 3 clusters Score -2581307 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2581343.250000 Penalty: 5023.106445
	Iteration 63Q: 3 clusters Score -2581343 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2581389.000000 Penalty: 5023.106445
	Iteration 64Q: 3 clusters Score -2581389 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2581432.000000 Penalty: 5023.106445
	Iteration 65Q: 3 clusters Score -2581432 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2581483.000000 Penalty: 5023.106445
	Iteration 66Q: 3 clusters Score -2581483 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2581559.250000 Penalty: 5023.106445
	Iteration 67Q: 3 clusters Score -2581559 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2581649.000000 Penalty: 5023.106445
	Iteration 68Q: 3 clusters Score -2581649 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2581790.500000 Penalty: 5023.106445
	Iteration 69Q: 3 clusters Score -2581790 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2581966.500000 Penalty: 5023.106445
	Iteration 70Q: 3 clusters Score -2581966 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2582136.500000 Penalty: 5023.106445
	Iteration 71Q: 3 clusters Score -2582136 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2582291.500000 Penalty: 5023.106445
	Iteration 72Q: 3 clusters Score -2582292 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2582444.250000 Penalty: 5023.106445
	Iteration 73Q: 3 clusters Score -2582444 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2582598.500000 Penalty: 5023.106445
	Iteration 74Q: 3 clusters Score -2582598 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2582748.250000 Penalty: 5023.106445
	Iteration 75Q: 3 clusters Score -2582748 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2582882.500000 Penalty: 5023.106445
	Iteration 76Q: 3 clusters Score -2582882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2583020.500000 Penalty: 5023.106445
	Iteration 77Q: 3 clusters Score -2583020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2583139.000000 Penalty: 5023.106445
	Iteration 78Q: 3 clusters Score -2583139 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2583255.750000 Penalty: 5023.106445
	Iteration 79Q: 3 clusters Score -2583256 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2583339.250000 Penalty: 5023.106445
	Iteration 80F: 3 clusters Score -2583339 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2583417.250000 Penalty: 5023.106445
	Iteration 81Q: 3 clusters Score -2583417 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2583462.000000 Penalty: 5023.106445
	Iteration 82Q: 3 clusters Score -2583462 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2583529.750000 Penalty: 5023.106445
	Iteration 83Q: 3 clusters Score -2583530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2583567.500000 Penalty: 5023.106445
	Iteration 84Q: 3 clusters Score -2583568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2583593.000000 Penalty: 5023.106445
	Iteration 85Q: 3 clusters Score -2583593 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2583626.500000 Penalty: 5023.106445
	Iteration 86Q: 3 clusters Score -2583626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2583659.250000 Penalty: 5023.106445
	Iteration 87Q: 3 clusters Score -2583659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2583680.250000 Penalty: 5023.106445
	Iteration 88Q: 3 clusters Score -2583680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2583693.500000 Penalty: 5023.106445
	Iteration 89Q: 3 clusters Score -2583694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2583706.750000 Penalty: 5023.106445
	Iteration 90Q: 3 clusters Score -2583707 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2583728.250000 Penalty: 5023.106445
	Iteration 91Q: 3 clusters Score -2583728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2583738.250000 Penalty: 5023.106445
	Iteration 92Q: 3 clusters Score -2583738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2583745.500000 Penalty: 5023.106445
	Iteration 93Q: 3 clusters Score -2583746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2583750.750000 Penalty: 5023.106445
	Iteration 94Q: 3 clusters Score -2583751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2583755.250000 Penalty: 5023.106445
	Iteration 95Q: 3 clusters Score -2583755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2583756.250000 Penalty: 5023.106445
	Iteration 96Q: 3 clusters Score -2583756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2583761.000000 Penalty: 5023.106445
	Iteration 97Q: 3 clusters Score -2583761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2583767.250000 Penalty: 5023.106445
	Iteration 98Q: 3 clusters Score -2583767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2583761.750000 Penalty: 5023.106445
	Iteration 99Q: 3 clusters Score -2583762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2583763.750000 Penalty: 5023.106445
	Iteration 100F: 3 clusters Score -2583764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2583767.000000 Penalty: 5023.106445
	Iteration 101Q: 3 clusters Score -2583767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2583767.250000 Penalty: 5023.106445
	Iteration 102Q: 3 clusters Score -2583767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2583772.500000 Penalty: 5023.106445
	Iteration 103Q: 3 clusters Score -2583772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2583774.500000 Penalty: 5023.106445
	Iteration 104Q: 3 clusters Score -2583774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2583770.250000 Penalty: 5023.106445
	Iteration 105Q: 3 clusters Score -2583770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2583774.250000 Penalty: 5023.106445
	Iteration 106Q: 3 clusters Score -2583774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2583771.750000 Penalty: 5023.106445
	Iteration 107Q: 3 clusters Score -2583772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2583771.750000 Penalty: 5023.106445
	Iteration 108F: 3 clusters Score -2583772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -645939.750000 Penalty: 2167.365234
	Iteration 0F: 2 clusters Score -645939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -640680.125000 Penalty: 4334.730469
	Iteration 0F: 3 clusters Score -640680.1 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -642350.687500 Penalty: 4334.730469
	Iteration 1F: 3 clusters Score -642350.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -643116.437500 Penalty: 4334.730469
	Iteration 2F: 3 clusters Score -643116.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -643856.250000 Penalty: 4334.730469
	Iteration 3F: 3 clusters Score -643856.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -644336.250000 Penalty: 4334.730469
	Iteration 4F: 3 clusters Score -644336.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -644669.625000 Penalty: 4334.730469
	Iteration 5F: 3 clusters Score -644669.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -644913.187500 Penalty: 4334.730469
	Iteration 6Q: 3 clusters Score -644913.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -645108.437500 Penalty: 4334.730469
	Iteration 7Q: 3 clusters Score -645108.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -645279.125000 Penalty: 4334.730469
	Iteration 8Q: 3 clusters Score -645279.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -645413.312500 Penalty: 4334.730469
	Iteration 9Q: 3 clusters Score -645413.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -645546.812500 Penalty: 4334.730469
	Iteration 10Q: 3 clusters Score -645546.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -645654.625000 Penalty: 4334.730469
	Iteration 11Q: 3 clusters Score -645654.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -645736.000000 Penalty: 4334.730469
	Iteration 12Q: 3 clusters Score -645736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -645804.187500 Penalty: 4334.730469
	Iteration 13Q: 3 clusters Score -645804.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -645864.500000 Penalty: 4334.730469
	Iteration 14Q: 3 clusters Score -645864.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -645910.062500 Penalty: 4334.730469
	Iteration 15Q: 3 clusters Score -645910.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -645944.125000 Penalty: 4334.730469
	Iteration 16Q: 3 clusters Score -645944.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -645979.875000 Penalty: 4334.730469
	Iteration 17Q: 3 clusters Score -645979.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -646015.187500 Penalty: 4334.730469
	Iteration 18Q: 3 clusters Score -646015.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -646042.750000 Penalty: 4334.730469
	Iteration 19Q: 3 clusters Score -646042.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -646079.375000 Penalty: 4334.730469
	Iteration 20F: 3 clusters Score -646079.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -646102.750000 Penalty: 4334.730469
	Iteration 21Q: 3 clusters Score -646102.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -646122.625000 Penalty: 4334.730469
	Iteration 22Q: 3 clusters Score -646122.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -646137.375000 Penalty: 4334.730469
	Iteration 23Q: 3 clusters Score -646137.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -646144.875000 Penalty: 4334.730469
	Iteration 24Q: 3 clusters Score -646144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -646152.625000 Penalty: 4334.730469
	Iteration 25Q: 3 clusters Score -646152.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -646161.000000 Penalty: 4334.730469
	Iteration 26Q: 3 clusters Score -646161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -646173.000000 Penalty: 4334.730469
	Iteration 27Q: 3 clusters Score -646173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -646184.875000 Penalty: 4334.730469
	Iteration 28Q: 3 clusters Score -646184.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -646205.562500 Penalty: 4334.730469
	Iteration 29Q: 3 clusters Score -646205.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -646226.562500 Penalty: 4334.730469
	Iteration 30Q: 3 clusters Score -646226.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -646241.750000 Penalty: 4334.730469
	Iteration 31Q: 3 clusters Score -646241.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -646264.937500 Penalty: 4334.730469
	Iteration 32Q: 3 clusters Score -646264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -646274.312500 Penalty: 4334.730469
	Iteration 33Q: 3 clusters Score -646274.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -646282.812500 Penalty: 4334.730469
	Iteration 34Q: 3 clusters Score -646282.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -646286.812500 Penalty: 4334.730469
	Iteration 35Q: 3 clusters Score -646286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -646290.562500 Penalty: 4334.730469
	Iteration 36Q: 3 clusters Score -646290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -646295.062500 Penalty: 4334.730469
	Iteration 37Q: 3 clusters Score -646295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -646296.312500 Penalty: 4334.730469
	Iteration 38Q: 3 clusters Score -646296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -646296.312500 Penalty: 4334.730469
	Iteration 39F: 3 clusters Score -646296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 1725 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 4519 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212294624.000000 Penalty: 366495.125000
Splitting cluster 36 changes total score from -212294928.000000 to -212294624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -415556.687500 Penalty: 2039.725586
	Iteration 0F: 2 clusters Score -415556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -411809.062500 Penalty: 4079.451172
	Iteration 0F: 3 clusters Score -411809.1 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -412712.031250 Penalty: 4079.451172
	Iteration 1F: 3 clusters Score -412712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -413002.781250 Penalty: 4079.451172
	Iteration 2F: 3 clusters Score -413002.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -413316.406250 Penalty: 4079.451172
	Iteration 3F: 3 clusters Score -413316.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -413673.687500 Penalty: 4079.451172
	Iteration 4F: 3 clusters Score -413673.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -414021.906250 Penalty: 4079.451172
	Iteration 5F: 3 clusters Score -414021.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -414303.562500 Penalty: 4079.451172
	Iteration 6F: 3 clusters Score -414303.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -414521.031250 Penalty: 4079.451172
	Iteration 7Q: 3 clusters Score -414521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -414730.093750 Penalty: 4079.451172
	Iteration 8Q: 3 clusters Score -414730.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -414860.718750 Penalty: 4079.451172
	Iteration 9Q: 3 clusters Score -414860.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -414948.375000 Penalty: 4079.451172
	Iteration 10Q: 3 clusters Score -414948.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -415008.187500 Penalty: 4079.451172
	Iteration 11Q: 3 clusters Score -415008.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -415046.281250 Penalty: 4079.451172
	Iteration 12Q: 3 clusters Score -415046.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -415075.312500 Penalty: 4079.451172
	Iteration 13Q: 3 clusters Score -415075.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -415089.250000 Penalty: 4079.451172
	Iteration 14Q: 3 clusters Score -415089.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -415104.781250 Penalty: 4079.451172
	Iteration 15Q: 3 clusters Score -415104.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -415120.156250 Penalty: 4079.451172
	Iteration 16Q: 3 clusters Score -415120.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -415130.000000 Penalty: 4079.451172
	Iteration 17Q: 3 clusters Score -415130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -415136.312500 Penalty: 4079.451172
	Iteration 18Q: 3 clusters Score -415136.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -415140.406250 Penalty: 4079.451172
	Iteration 19Q: 3 clusters Score -415140.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -415144.468750 Penalty: 4079.451172
	Iteration 20F: 3 clusters Score -415144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -415147.718750 Penalty: 4079.451172
	Iteration 21Q: 3 clusters Score -415147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -415151.125000 Penalty: 4079.451172
	Iteration 22Q: 3 clusters Score -415151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -415152.031250 Penalty: 4079.451172
	Iteration 23Q: 3 clusters Score -415152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -415153.218750 Penalty: 4079.451172
	Iteration 24Q: 3 clusters Score -415153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -415153.687500 Penalty: 4079.451172
	Iteration 25Q: 3 clusters Score -415153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -415153.687500 Penalty: 4079.451172
	Iteration 26F: 3 clusters Score -415153.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Entering Unmasked Estep 
Score: -2725449.750000 Penalty: 2497.312256
	Iteration 0F: 2 clusters Score -2725450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2709229.500000 Penalty: 4994.624512
	Iteration 0F: 3 clusters Score -2709230 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2715078.250000 Penalty: 4994.624512
	Iteration 1F: 3 clusters Score -2715078 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2715813.000000 Penalty: 4994.624512
	Iteration 2F: 3 clusters Score -2715813 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2716630.500000 Penalty: 4994.624512
	Iteration 3F: 3 clusters Score -2716630 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2717558.750000 Penalty: 4994.624512
	Iteration 4F: 3 clusters Score -2717559 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2718506.000000 Penalty: 4994.624512
	Iteration 5F: 3 clusters Score -2718506 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2719526.250000 Penalty: 4994.624512
	Iteration 6F: 3 clusters Score -2719526 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2720510.250000 Penalty: 4994.624512
	Iteration 7F: 3 clusters Score -2720510 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2721346.250000 Penalty: 4994.624512
	Iteration 8Q: 3 clusters Score -2721346 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2721977.500000 Penalty: 4994.624512
	Iteration 9Q: 3 clusters Score -2721978 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2722484.750000 Penalty: 4994.624512
	Iteration 10Q: 3 clusters Score -2722485 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2722822.500000 Penalty: 4994.624512
	Iteration 11Q: 3 clusters Score -2722822 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2723033.250000 Penalty: 4994.624512
	Iteration 12Q: 3 clusters Score -2723033 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2723144.000000 Penalty: 4994.624512
	Iteration 13Q: 3 clusters Score -2723144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2723201.250000 Penalty: 4994.624512
	Iteration 14Q: 3 clusters Score -2723201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2723241.000000 Penalty: 4994.624512
	Iteration 15Q: 3 clusters Score -2723241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2723270.750000 Penalty: 4994.624512
	Iteration 16Q: 3 clusters Score -2723271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2723298.750000 Penalty: 4994.624512
	Iteration 17Q: 3 clusters Score -2723299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2723329.000000 Penalty: 4994.624512
	Iteration 18Q: 3 clusters Score -2723329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2723351.250000 Penalty: 4994.624512
	Iteration 19Q: 3 clusters Score -2723351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2723372.000000 Penalty: 4994.624512
	Iteration 20F: 3 clusters Score -2723372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2723385.000000 Penalty: 4994.624512
	Iteration 21Q: 3 clusters Score -2723385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2723395.000000 Penalty: 4994.624512
	Iteration 22Q: 3 clusters Score -2723395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2723408.250000 Penalty: 4994.624512
	Iteration 23Q: 3 clusters Score -2723408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2723411.000000 Penalty: 4994.624512
	Iteration 24Q: 3 clusters Score -2723411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2723425.250000 Penalty: 4994.624512
	Iteration 25Q: 3 clusters Score -2723425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2723427.000000 Penalty: 4994.624512
	Iteration 26Q: 3 clusters Score -2723427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2723423.250000 Penalty: 4994.624512
	Iteration 27Q: 3 clusters Score -2723423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2723428.000000 Penalty: 4994.624512
	Iteration 28Q: 3 clusters Score -2723428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2723428.500000 Penalty: 4994.624512
	Iteration 29Q: 3 clusters Score -2723428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2723434.500000 Penalty: 4994.624512
	Iteration 30Q: 3 clusters Score -2723434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2723435.500000 Penalty: 4994.624512
	Iteration 31Q: 3 clusters Score -2723436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2723433.500000 Penalty: 4994.624512
	Iteration 32Q: 3 clusters Score -2723434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2723433.500000 Penalty: 4994.624512
	Iteration 33F: 3 clusters Score -2723434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -910452.937500 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -910452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -903978.312500 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -903978.3 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -905900.125000 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -905900.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -906385.437500 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -906385.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -906711.062500 Penalty: 4464.239746
	Iteration 3F: 3 clusters Score -906711.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -906977.625000 Penalty: 4464.239746
	Iteration 4F: 3 clusters Score -906977.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -907208.187500 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -907208.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -907423.187500 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -907423.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -907619.562500 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -907619.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -907806.062500 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -907806.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -907970.687500 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -907970.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -908113.750000 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -908113.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -908234.000000 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -908234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -908370.062500 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -908370.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -908493.625000 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -908493.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -908594.750000 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -908594.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -908668.937500 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -908668.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -908735.125000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -908735.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -908802.250000 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -908802.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -908863.437500 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -908863.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -908926.812500 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -908926.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -908977.812500 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -908977.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -909007.562500 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -909007.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -909036.562500 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -909036.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -909065.187500 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -909065.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -909086.062500 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -909086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -909103.312500 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -909103.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -909121.812500 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -909121.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -909131.937500 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -909131.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -909141.000000 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -909141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -909149.625000 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -909149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -909155.625000 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -909155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -909159.375000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -909159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -909162.375000 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -909162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -909163.562500 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -909163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -909164.500000 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -909164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -909164.500000 Penalty: 4464.239746
	Iteration 35F: 3 clusters Score -909164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96537.812500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -96537.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94671.765625 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -94671.77 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94970.070312 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -94970.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95098.031250 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -95098.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95208.421875 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -95208.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95278.695312 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -95278.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95330.468750 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -95330.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95373.414062 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -95373.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95440.453125 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -95440.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95558.007812 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -95558.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95733.289062 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -95733.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96122.281250 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -96122.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96362.468750 Penalty: 3378.377197
	Iteration 11F: 3 clusters Score -96362.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96527.625000 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -96527.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96592.789062 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -96592.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96658.617188 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -96658.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96685.367188 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -96685.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96703.367188 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -96703.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96718.960938 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -96718.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96731.125000 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -96731.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96736.984375 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -96736.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96740.929688 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -96740.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96742.171875 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -96742.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96742.171875 Penalty: 3378.377197
	Iteration 22F: 3 clusters Score -96742.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 566 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 342 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212293424.000000 Penalty: 366495.125000
Splitting cluster 40 changes total score from -212294928.000000 to -212293424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (18701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Entering Unmasked Estep 
Score: -2152703.000000 Penalty: 2439.410400
	Iteration 0F: 2 clusters Score -2152703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2139372.000000 Penalty: 4878.820801
	Iteration 0F: 3 clusters Score -2139372 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2143679.500000 Penalty: 4878.820801
	Iteration 1F: 3 clusters Score -2143680 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2144049.000000 Penalty: 4878.820801
	Iteration 2F: 3 clusters Score -2144049 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2144408.750000 Penalty: 4878.820801
	Iteration 3Q: 3 clusters Score -2144409 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2144832.500000 Penalty: 4878.820801
	Iteration 4Q: 3 clusters Score -2144832 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2145347.250000 Penalty: 4878.820801
	Iteration 5Q: 3 clusters Score -2145347 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2145890.750000 Penalty: 4878.820801
	Iteration 6Q: 3 clusters Score -2145891 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2146366.750000 Penalty: 4878.820801
	Iteration 7Q: 3 clusters Score -2146367 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2146742.500000 Penalty: 4878.820801
	Iteration 8Q: 3 clusters Score -2146742 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2147088.750000 Penalty: 4878.820801
	Iteration 9Q: 3 clusters Score -2147089 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2147454.000000 Penalty: 4878.820801
	Iteration 10Q: 3 clusters Score -2147454 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2147896.250000 Penalty: 4878.820801
	Iteration 11Q: 3 clusters Score -2147896 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2148385.500000 Penalty: 4878.820801
	Iteration 12Q: 3 clusters Score -2148386 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2148879.750000 Penalty: 4878.820801
	Iteration 13Q: 3 clusters Score -2148880 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2149330.500000 Penalty: 4878.820801
	Iteration 14Q: 3 clusters Score -2149330 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2149795.250000 Penalty: 4878.820801
	Iteration 15Q: 3 clusters Score -2149795 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2150239.500000 Penalty: 4878.820801
	Iteration 16Q: 3 clusters Score -2150240 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2150642.250000 Penalty: 4878.820801
	Iteration 17Q: 3 clusters Score -2150642 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2151011.000000 Penalty: 4878.820801
	Iteration 18Q: 3 clusters Score -2151011 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2151293.250000 Penalty: 4878.820801
	Iteration 19Q: 3 clusters Score -2151293 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2151478.250000 Penalty: 4878.820801
	Iteration 20F: 3 clusters Score -2151478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2151616.750000 Penalty: 4878.820801
	Iteration 21Q: 3 clusters Score -2151617 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2151714.000000 Penalty: 4878.820801
	Iteration 22Q: 3 clusters Score -2151714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2151796.750000 Penalty: 4878.820801
	Iteration 23Q: 3 clusters Score -2151797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2151854.250000 Penalty: 4878.820801
	Iteration 24Q: 3 clusters Score -2151854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2151893.500000 Penalty: 4878.820801
	Iteration 25Q: 3 clusters Score -2151894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2151922.750000 Penalty: 4878.820801
	Iteration 26Q: 3 clusters Score -2151923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2151953.500000 Penalty: 4878.820801
	Iteration 27Q: 3 clusters Score -2151954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2151979.750000 Penalty: 4878.820801
	Iteration 28Q: 3 clusters Score -2151980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2151992.250000 Penalty: 4878.820801
	Iteration 29Q: 3 clusters Score -2151992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2152000.750000 Penalty: 4878.820801
	Iteration 30Q: 3 clusters Score -2152001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2152020.250000 Penalty: 4878.820801
	Iteration 31Q: 3 clusters Score -2152020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2152032.500000 Penalty: 4878.820801
	Iteration 32Q: 3 clusters Score -2152032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2152054.250000 Penalty: 4878.820801
	Iteration 33Q: 3 clusters Score -2152054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2152062.000000 Penalty: 4878.820801
	Iteration 34Q: 3 clusters Score -2152062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2152070.000000 Penalty: 4878.820801
	Iteration 35Q: 3 clusters Score -2152070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2152071.250000 Penalty: 4878.820801
	Iteration 36Q: 3 clusters Score -2152071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2152078.750000 Penalty: 4878.820801
	Iteration 37Q: 3 clusters Score -2152079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2152084.000000 Penalty: 4878.820801
	Iteration 38Q: 3 clusters Score -2152084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2152080.750000 Penalty: 4878.820801
	Iteration 39Q: 3 clusters Score -2152081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2152084.500000 Penalty: 4878.820801
	Iteration 40F: 3 clusters Score -2152084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2152096.000000 Penalty: 4878.820801
	Iteration 41Q: 3 clusters Score -2152096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2152101.250000 Penalty: 4878.820801
	Iteration 42Q: 3 clusters Score -2152101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2152102.750000 Penalty: 4878.820801
	Iteration 43Q: 3 clusters Score -2152103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2152106.250000 Penalty: 4878.820801
	Iteration 44Q: 3 clusters Score -2152106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2152104.250000 Penalty: 4878.820801
	Iteration 45Q: 3 clusters Score -2152104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2152105.250000 Penalty: 4878.820801
	Iteration 46Q: 3 clusters Score -2152105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2152105.250000 Penalty: 4878.820801
	Iteration 47F: 3 clusters Score -2152105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -607328.437500 Penalty: 2172.942139
	Iteration 0F: 2 clusters Score -607328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -601949.437500 Penalty: 4345.884277
	Iteration 0F: 3 clusters Score -601949.4 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -603627.000000 Penalty: 4345.884277
	Iteration 1F: 3 clusters Score -603627 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -604236.812500 Penalty: 4345.884277
	Iteration 2F: 3 clusters Score -604236.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -604799.062500 Penalty: 4345.884277
	Iteration 3F: 3 clusters Score -604799.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -605265.625000 Penalty: 4345.884277
	Iteration 4F: 3 clusters Score -605265.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -605663.062500 Penalty: 4345.884277
	Iteration 5F: 3 clusters Score -605663.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -605961.625000 Penalty: 4345.884277
	Iteration 6F: 3 clusters Score -605961.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -606190.312500 Penalty: 4345.884277
	Iteration 7Q: 3 clusters Score -606190.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -606330.562500 Penalty: 4345.884277
	Iteration 8Q: 3 clusters Score -606330.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -606434.312500 Penalty: 4345.884277
	Iteration 9Q: 3 clusters Score -606434.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -606525.187500 Penalty: 4345.884277
	Iteration 10Q: 3 clusters Score -606525.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -606588.125000 Penalty: 4345.884277
	Iteration 11Q: 3 clusters Score -606588.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -606658.250000 Penalty: 4345.884277
	Iteration 12Q: 3 clusters Score -606658.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -606724.375000 Penalty: 4345.884277
	Iteration 13Q: 3 clusters Score -606724.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -606781.875000 Penalty: 4345.884277
	Iteration 14Q: 3 clusters Score -606781.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -606825.875000 Penalty: 4345.884277
	Iteration 15Q: 3 clusters Score -606825.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -606869.062500 Penalty: 4345.884277
	Iteration 16Q: 3 clusters Score -606869.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -606905.187500 Penalty: 4345.884277
	Iteration 17Q: 3 clusters Score -606905.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -606944.375000 Penalty: 4345.884277
	Iteration 18Q: 3 clusters Score -606944.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -606987.500000 Penalty: 4345.884277
	Iteration 19Q: 3 clusters Score -606987.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -607042.562500 Penalty: 4345.884277
	Iteration 20F: 3 clusters Score -607042.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -607120.000000 Penalty: 4345.884277
	Iteration 21Q: 3 clusters Score -607120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -607221.062500 Penalty: 4345.884277
	Iteration 22Q: 3 clusters Score -607221.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -607326.437500 Penalty: 4345.884277
	Iteration 23Q: 3 clusters Score -607326.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -607405.875000 Penalty: 4345.884277
	Iteration 24Q: 3 clusters Score -607405.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -607469.062500 Penalty: 4345.884277
	Iteration 25Q: 3 clusters Score -607469.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -607503.812500 Penalty: 4345.884277
	Iteration 26Q: 3 clusters Score -607503.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -607527.312500 Penalty: 4345.884277
	Iteration 27Q: 3 clusters Score -607527.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -607541.000000 Penalty: 4345.884277
	Iteration 28Q: 3 clusters Score -607541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -607551.125000 Penalty: 4345.884277
	Iteration 29Q: 3 clusters Score -607551.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -607561.062500 Penalty: 4345.884277
	Iteration 30Q: 3 clusters Score -607561.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -607570.312500 Penalty: 4345.884277
	Iteration 31Q: 3 clusters Score -607570.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -607579.375000 Penalty: 4345.884277
	Iteration 32Q: 3 clusters Score -607579.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -607591.937500 Penalty: 4345.884277
	Iteration 33Q: 3 clusters Score -607591.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -607601.437500 Penalty: 4345.884277
	Iteration 34Q: 3 clusters Score -607601.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -607611.500000 Penalty: 4345.884277
	Iteration 35Q: 3 clusters Score -607611.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -607629.062500 Penalty: 4345.884277
	Iteration 36Q: 3 clusters Score -607629.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -607646.937500 Penalty: 4345.884277
	Iteration 37Q: 3 clusters Score -607646.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -607677.375000 Penalty: 4345.884277
	Iteration 38Q: 3 clusters Score -607677.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -607715.687500 Penalty: 4345.884277
	Iteration 39Q: 3 clusters Score -607715.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -607747.875000 Penalty: 4345.884277
	Iteration 40F: 3 clusters Score -607747.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -607774.312500 Penalty: 4345.884277
	Iteration 41Q: 3 clusters Score -607774.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -607792.625000 Penalty: 4345.884277
	Iteration 42Q: 3 clusters Score -607792.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -607810.062500 Penalty: 4345.884277
	Iteration 43Q: 3 clusters Score -607810.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -607818.375000 Penalty: 4345.884277
	Iteration 44Q: 3 clusters Score -607818.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -607823.875000 Penalty: 4345.884277
	Iteration 45Q: 3 clusters Score -607823.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -607826.625000 Penalty: 4345.884277
	Iteration 46Q: 3 clusters Score -607826.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -607828.187500 Penalty: 4345.884277
	Iteration 47Q: 3 clusters Score -607828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -607830.187500 Penalty: 4345.884277
	Iteration 48Q: 3 clusters Score -607830.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -607832.312500 Penalty: 4345.884277
	Iteration 49Q: 3 clusters Score -607832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -607834.750000 Penalty: 4345.884277
	Iteration 50Q: 3 clusters Score -607834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -607835.500000 Penalty: 4345.884277
	Iteration 51Q: 3 clusters Score -607835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -607837.562500 Penalty: 4345.884277
	Iteration 52Q: 3 clusters Score -607837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -607839.437500 Penalty: 4345.884277
	Iteration 53Q: 3 clusters Score -607839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -607841.562500 Penalty: 4345.884277
	Iteration 54Q: 3 clusters Score -607841.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -607844.000000 Penalty: 4345.884277
	Iteration 55Q: 3 clusters Score -607844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -607846.500000 Penalty: 4345.884277
	Iteration 56Q: 3 clusters Score -607846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -607848.625000 Penalty: 4345.884277
	Iteration 57Q: 3 clusters Score -607848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -607849.500000 Penalty: 4345.884277
	Iteration 58Q: 3 clusters Score -607849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -607849.937500 Penalty: 4345.884277
	Iteration 59Q: 3 clusters Score -607849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -607850.250000 Penalty: 4345.884277
	Iteration 60F: 3 clusters Score -607850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -607851.500000 Penalty: 4345.884277
	Iteration 61Q: 3 clusters Score -607851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -607853.937500 Penalty: 4345.884277
	Iteration 62Q: 3 clusters Score -607853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -607855.750000 Penalty: 4345.884277
	Iteration 63Q: 3 clusters Score -607855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -607857.062500 Penalty: 4345.884277
	Iteration 64Q: 3 clusters Score -607857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -607858.125000 Penalty: 4345.884277
	Iteration 65Q: 3 clusters Score -607858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -607859.375000 Penalty: 4345.884277
	Iteration 66Q: 3 clusters Score -607859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -607860.125000 Penalty: 4345.884277
	Iteration 67Q: 3 clusters Score -607860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -607859.875000 Penalty: 4345.884277
	Iteration 68Q: 3 clusters Score -607859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -607860.375000 Penalty: 4345.884277
	Iteration 69Q: 3 clusters Score -607860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -607862.937500 Penalty: 4345.884277
	Iteration 70Q: 3 clusters Score -607862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -607862.187500 Penalty: 4345.884277
	Iteration 71Q: 3 clusters Score -607862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -607863.062500 Penalty: 4345.884277
	Iteration 72Q: 3 clusters Score -607863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -607862.500000 Penalty: 4345.884277
	Iteration 73Q: 3 clusters Score -607862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -607862.625000 Penalty: 4345.884277
	Iteration 74Q: 3 clusters Score -607862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -607862.125000 Penalty: 4345.884277
	Iteration 75Q: 3 clusters Score -607862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -607862.562500 Penalty: 4345.884277
	Iteration 76Q: 3 clusters Score -607862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -607863.937500 Penalty: 4345.884277
	Iteration 77Q: 3 clusters Score -607863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -607863.812500 Penalty: 4345.884277
	Iteration 78Q: 3 clusters Score -607863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -607864.375000 Penalty: 4345.884277
	Iteration 79Q: 3 clusters Score -607864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -607865.312500 Penalty: 4345.884277
	Iteration 80F: 3 clusters Score -607865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 2830 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 3556 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212294112.000000 Penalty: 366495.125000
Splitting cluster 42 changes total score from -212294928.000000 to -212294112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -887962.187500 Penalty: 2258.640381
	Iteration 0F: 2 clusters Score -887962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -880961.000000 Penalty: 4517.280762
	Iteration 0F: 3 clusters Score -880961 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -883387.875000 Penalty: 4517.280762
	Iteration 1F: 3 clusters Score -883387.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -884037.437500 Penalty: 4517.280762
	Iteration 2F: 3 clusters Score -884037.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -884610.250000 Penalty: 4517.280762
	Iteration 3F: 3 clusters Score -884610.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -885039.250000 Penalty: 4517.280762
	Iteration 4F: 3 clusters Score -885039.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -885352.187500 Penalty: 4517.280762
	Iteration 5F: 3 clusters Score -885352.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -885561.812500 Penalty: 4517.280762
	Iteration 6Q: 3 clusters Score -885561.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -885697.000000 Penalty: 4517.280762
	Iteration 7Q: 3 clusters Score -885697 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -885781.625000 Penalty: 4517.280762
	Iteration 8Q: 3 clusters Score -885781.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -885840.687500 Penalty: 4517.280762
	Iteration 9Q: 3 clusters Score -885840.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -885886.125000 Penalty: 4517.280762
	Iteration 10Q: 3 clusters Score -885886.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -885917.687500 Penalty: 4517.280762
	Iteration 11Q: 3 clusters Score -885917.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -885946.937500 Penalty: 4517.280762
	Iteration 12Q: 3 clusters Score -885946.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -885975.062500 Penalty: 4517.280762
	Iteration 13Q: 3 clusters Score -885975.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -886003.500000 Penalty: 4517.280762
	Iteration 14Q: 3 clusters Score -886003.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -886020.062500 Penalty: 4517.280762
	Iteration 15Q: 3 clusters Score -886020.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -886043.875000 Penalty: 4517.280762
	Iteration 16Q: 3 clusters Score -886043.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -886066.937500 Penalty: 4517.280762
	Iteration 17Q: 3 clusters Score -886066.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -886087.312500 Penalty: 4517.280762
	Iteration 18Q: 3 clusters Score -886087.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -886106.250000 Penalty: 4517.280762
	Iteration 19Q: 3 clusters Score -886106.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -886126.500000 Penalty: 4517.280762
	Iteration 20F: 3 clusters Score -886126.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -886141.562500 Penalty: 4517.280762
	Iteration 21Q: 3 clusters Score -886141.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -886151.937500 Penalty: 4517.280762
	Iteration 22Q: 3 clusters Score -886151.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -886160.937500 Penalty: 4517.280762
	Iteration 23Q: 3 clusters Score -886160.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -886170.187500 Penalty: 4517.280762
	Iteration 24Q: 3 clusters Score -886170.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -886181.250000 Penalty: 4517.280762
	Iteration 25Q: 3 clusters Score -886181.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -886187.500000 Penalty: 4517.280762
	Iteration 26Q: 3 clusters Score -886187.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -886198.187500 Penalty: 4517.280762
	Iteration 27Q: 3 clusters Score -886198.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -886214.062500 Penalty: 4517.280762
	Iteration 28Q: 3 clusters Score -886214.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -886225.437500 Penalty: 4517.280762
	Iteration 29Q: 3 clusters Score -886225.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -886242.625000 Penalty: 4517.280762
	Iteration 30Q: 3 clusters Score -886242.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -886278.625000 Penalty: 4517.280762
	Iteration 31Q: 3 clusters Score -886278.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -886344.125000 Penalty: 4517.280762
	Iteration 32Q: 3 clusters Score -886344.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -886414.125000 Penalty: 4517.280762
	Iteration 33Q: 3 clusters Score -886414.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -886477.937500 Penalty: 4517.280762
	Iteration 34Q: 3 clusters Score -886477.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -886526.500000 Penalty: 4517.280762
	Iteration 35Q: 3 clusters Score -886526.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -886561.312500 Penalty: 4517.280762
	Iteration 36Q: 3 clusters Score -886561.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -886599.000000 Penalty: 4517.280762
	Iteration 37Q: 3 clusters Score -886599 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -886633.312500 Penalty: 4517.280762
	Iteration 38Q: 3 clusters Score -886633.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -886659.375000 Penalty: 4517.280762
	Iteration 39Q: 3 clusters Score -886659.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -886681.375000 Penalty: 4517.280762
	Iteration 40F: 3 clusters Score -886681.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -886704.750000 Penalty: 4517.280762
	Iteration 41Q: 3 clusters Score -886704.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -886720.187500 Penalty: 4517.280762
	Iteration 42Q: 3 clusters Score -886720.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -886738.062500 Penalty: 4517.280762
	Iteration 43Q: 3 clusters Score -886738.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -886746.625000 Penalty: 4517.280762
	Iteration 44Q: 3 clusters Score -886746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -886757.937500 Penalty: 4517.280762
	Iteration 45Q: 3 clusters Score -886757.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -886774.187500 Penalty: 4517.280762
	Iteration 46Q: 3 clusters Score -886774.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -886791.062500 Penalty: 4517.280762
	Iteration 47Q: 3 clusters Score -886791.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -886800.062500 Penalty: 4517.280762
	Iteration 48Q: 3 clusters Score -886800.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -886813.500000 Penalty: 4517.280762
	Iteration 49Q: 3 clusters Score -886813.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -886831.687500 Penalty: 4517.280762
	Iteration 50Q: 3 clusters Score -886831.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -886843.437500 Penalty: 4517.280762
	Iteration 51Q: 3 clusters Score -886843.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -886853.562500 Penalty: 4517.280762
	Iteration 52Q: 3 clusters Score -886853.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -886858.500000 Penalty: 4517.280762
	Iteration 53Q: 3 clusters Score -886858.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -886865.000000 Penalty: 4517.280762
	Iteration 54Q: 3 clusters Score -886865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -886868.437500 Penalty: 4517.280762
	Iteration 55Q: 3 clusters Score -886868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -886875.062500 Penalty: 4517.280762
	Iteration 56Q: 3 clusters Score -886875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -886881.187500 Penalty: 4517.280762
	Iteration 57Q: 3 clusters Score -886881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -886883.875000 Penalty: 4517.280762
	Iteration 58Q: 3 clusters Score -886883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -886884.875000 Penalty: 4517.280762
	Iteration 59Q: 3 clusters Score -886884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -886886.937500 Penalty: 4517.280762
	Iteration 60F: 3 clusters Score -886886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -886891.750000 Penalty: 4517.280762
	Iteration 61Q: 3 clusters Score -886891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -886893.875000 Penalty: 4517.280762
	Iteration 62Q: 3 clusters Score -886893.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -886897.687500 Penalty: 4517.280762
	Iteration 63Q: 3 clusters Score -886897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -886901.187500 Penalty: 4517.280762
	Iteration 64Q: 3 clusters Score -886901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -886901.750000 Penalty: 4517.280762
	Iteration 65Q: 3 clusters Score -886901.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -886905.750000 Penalty: 4517.280762
	Iteration 66Q: 3 clusters Score -886905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -886908.125000 Penalty: 4517.280762
	Iteration 67Q: 3 clusters Score -886908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -886911.062500 Penalty: 4517.280762
	Iteration 68Q: 3 clusters Score -886911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -886914.875000 Penalty: 4517.280762
	Iteration 69Q: 3 clusters Score -886914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -886918.625000 Penalty: 4517.280762
	Iteration 70Q: 3 clusters Score -886918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -886919.750000 Penalty: 4517.280762
	Iteration 71Q: 3 clusters Score -886919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -886922.937500 Penalty: 4517.280762
	Iteration 72Q: 3 clusters Score -886922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -886925.000000 Penalty: 4517.280762
	Iteration 73Q: 3 clusters Score -886925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -886926.000000 Penalty: 4517.280762
	Iteration 74Q: 3 clusters Score -886926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -886927.000000 Penalty: 4517.280762
	Iteration 75Q: 3 clusters Score -886927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -886928.125000 Penalty: 4517.280762
	Iteration 76Q: 3 clusters Score -886928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -886929.187500 Penalty: 4517.280762
	Iteration 77Q: 3 clusters Score -886929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -886930.562500 Penalty: 4517.280762
	Iteration 78Q: 3 clusters Score -886930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -886932.937500 Penalty: 4517.280762
	Iteration 79Q: 3 clusters Score -886932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -886933.437500 Penalty: 4517.280762
	Iteration 80F: 3 clusters Score -886933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -886933.750000 Penalty: 4517.280762
	Iteration 81Q: 3 clusters Score -886933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -886935.375000 Penalty: 4517.280762
	Iteration 82Q: 3 clusters Score -886935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -886934.937500 Penalty: 4517.280762
	Iteration 83Q: 3 clusters Score -886934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -886936.625000 Penalty: 4517.280762
	Iteration 84Q: 3 clusters Score -886936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -886936.625000 Penalty: 4517.280762
	Iteration 85F: 3 clusters Score -886936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -254405.078125 Penalty: 1945.079834
	Iteration 0F: 2 clusters Score -254405.1 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 1279 members 
Entering Unmasked Estep 
Score: -251418.062500 Penalty: 3890.159668
	Iteration 0F: 3 clusters Score -251418.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -252026.609375 Penalty: 3890.159668
	Iteration 1F: 3 clusters Score -252026.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -252266.015625 Penalty: 3890.159668
	Iteration 2F: 3 clusters Score -252266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -252412.843750 Penalty: 3890.159668
	Iteration 3F: 3 clusters Score -252412.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -252530.296875 Penalty: 3890.159668
	Iteration 4Q: 3 clusters Score -252530.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -252642.828125 Penalty: 3890.159668
	Iteration 5Q: 3 clusters Score -252642.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -252723.906250 Penalty: 3890.159668
	Iteration 6Q: 3 clusters Score -252723.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -252784.093750 Penalty: 3890.159668
	Iteration 7Q: 3 clusters Score -252784.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -252824.234375 Penalty: 3890.159668
	Iteration 8Q: 3 clusters Score -252824.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -252848.578125 Penalty: 3890.159668
	Iteration 9Q: 3 clusters Score -252848.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -252864.687500 Penalty: 3890.159668
	Iteration 10Q: 3 clusters Score -252864.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -252873.453125 Penalty: 3890.159668
	Iteration 11Q: 3 clusters Score -252873.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -252883.265625 Penalty: 3890.159668
	Iteration 12Q: 3 clusters Score -252883.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -252893.453125 Penalty: 3890.159668
	Iteration 13Q: 3 clusters Score -252893.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -252906.078125 Penalty: 3890.159668
	Iteration 14Q: 3 clusters Score -252906.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -252917.453125 Penalty: 3890.159668
	Iteration 15Q: 3 clusters Score -252917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -252923.625000 Penalty: 3890.159668
	Iteration 16Q: 3 clusters Score -252923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -252929.750000 Penalty: 3890.159668
	Iteration 17Q: 3 clusters Score -252929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -252933.875000 Penalty: 3890.159668
	Iteration 18Q: 3 clusters Score -252933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -252937.265625 Penalty: 3890.159668
	Iteration 19Q: 3 clusters Score -252937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -252938.406250 Penalty: 3890.159668
	Iteration 20F: 3 clusters Score -252938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -252939.656250 Penalty: 3890.159668
	Iteration 21Q: 3 clusters Score -252939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -252940.640625 Penalty: 3890.159668
	Iteration 22Q: 3 clusters Score -252940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -252942.796875 Penalty: 3890.159668
	Iteration 23Q: 3 clusters Score -252942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -252943.437500 Penalty: 3890.159668
	Iteration 24Q: 3 clusters Score -252943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -252943.437500 Penalty: 3890.159668
	Iteration 25F: 3 clusters Score -252943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Entering Unmasked Estep 
Score: -2837829.500000 Penalty: 2510.181396
	Iteration 0F: 2 clusters Score -2837830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2820720.750000 Penalty: 5020.362793
	Iteration 0F: 3 clusters Score -2820721 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2826895.250000 Penalty: 5020.362793
	Iteration 1F: 3 clusters Score -2826895 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2827616.500000 Penalty: 5020.362793
	Iteration 2F: 3 clusters Score -2827616 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2828269.750000 Penalty: 5020.362793
	Iteration 3F: 3 clusters Score -2828270 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2828897.500000 Penalty: 5020.362793
	Iteration 4F: 3 clusters Score -2828898 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2829515.250000 Penalty: 5020.362793
	Iteration 5Q: 3 clusters Score -2829515 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2830183.250000 Penalty: 5020.362793
	Iteration 6Q: 3 clusters Score -2830183 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2830867.750000 Penalty: 5020.362793
	Iteration 7Q: 3 clusters Score -2830868 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2831526.250000 Penalty: 5020.362793
	Iteration 8Q: 3 clusters Score -2831526 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2832130.750000 Penalty: 5020.362793
	Iteration 9Q: 3 clusters Score -2832131 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2832638.500000 Penalty: 5020.362793
	Iteration 10Q: 3 clusters Score -2832638 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2833074.250000 Penalty: 5020.362793
	Iteration 11Q: 3 clusters Score -2833074 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2833452.500000 Penalty: 5020.362793
	Iteration 12Q: 3 clusters Score -2833452 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2833768.000000 Penalty: 5020.362793
	Iteration 13Q: 3 clusters Score -2833768 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2834000.000000 Penalty: 5020.362793
	Iteration 14Q: 3 clusters Score -2834000 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2834161.000000 Penalty: 5020.362793
	Iteration 15Q: 3 clusters Score -2834161 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2834287.750000 Penalty: 5020.362793
	Iteration 16Q: 3 clusters Score -2834288 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2834382.000000 Penalty: 5020.362793
	Iteration 17Q: 3 clusters Score -2834382 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2834452.000000 Penalty: 5020.362793
	Iteration 18Q: 3 clusters Score -2834452 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2834512.250000 Penalty: 5020.362793
	Iteration 19Q: 3 clusters Score -2834512 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2834564.750000 Penalty: 5020.362793
	Iteration 20F: 3 clusters Score -2834565 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2834617.250000 Penalty: 5020.362793
	Iteration 21Q: 3 clusters Score -2834617 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2834654.750000 Penalty: 5020.362793
	Iteration 22Q: 3 clusters Score -2834655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2834688.250000 Penalty: 5020.362793
	Iteration 23Q: 3 clusters Score -2834688 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2834734.250000 Penalty: 5020.362793
	Iteration 24Q: 3 clusters Score -2834734 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2834798.250000 Penalty: 5020.362793
	Iteration 25Q: 3 clusters Score -2834798 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2834870.000000 Penalty: 5020.362793
	Iteration 26Q: 3 clusters Score -2834870 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2834943.250000 Penalty: 5020.362793
	Iteration 27Q: 3 clusters Score -2834943 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2835045.000000 Penalty: 5020.362793
	Iteration 28Q: 3 clusters Score -2835045 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2835149.000000 Penalty: 5020.362793
	Iteration 29Q: 3 clusters Score -2835149 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2835256.750000 Penalty: 5020.362793
	Iteration 30Q: 3 clusters Score -2835257 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2835365.000000 Penalty: 5020.362793
	Iteration 31Q: 3 clusters Score -2835365 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2835480.500000 Penalty: 5020.362793
	Iteration 32Q: 3 clusters Score -2835480 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2835587.500000 Penalty: 5020.362793
	Iteration 33Q: 3 clusters Score -2835588 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2835688.500000 Penalty: 5020.362793
	Iteration 34Q: 3 clusters Score -2835688 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2835782.000000 Penalty: 5020.362793
	Iteration 35Q: 3 clusters Score -2835782 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2835872.500000 Penalty: 5020.362793
	Iteration 36Q: 3 clusters Score -2835872 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2835972.750000 Penalty: 5020.362793
	Iteration 37Q: 3 clusters Score -2835973 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2836056.500000 Penalty: 5020.362793
	Iteration 38Q: 3 clusters Score -2836056 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2836126.750000 Penalty: 5020.362793
	Iteration 39Q: 3 clusters Score -2836127 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2836227.250000 Penalty: 5020.362793
	Iteration 40F: 3 clusters Score -2836227 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2836324.250000 Penalty: 5020.362793
	Iteration 41Q: 3 clusters Score -2836324 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2836421.000000 Penalty: 5020.362793
	Iteration 42Q: 3 clusters Score -2836421 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2836473.250000 Penalty: 5020.362793
	Iteration 43Q: 3 clusters Score -2836473 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2836511.000000 Penalty: 5020.362793
	Iteration 44Q: 3 clusters Score -2836511 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2836525.750000 Penalty: 5020.362793
	Iteration 45Q: 3 clusters Score -2836526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2836560.000000 Penalty: 5020.362793
	Iteration 46Q: 3 clusters Score -2836560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2836563.250000 Penalty: 5020.362793
	Iteration 47Q: 3 clusters Score -2836563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2836573.500000 Penalty: 5020.362793
	Iteration 48Q: 3 clusters Score -2836574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2836573.750000 Penalty: 5020.362793
	Iteration 49Q: 3 clusters Score -2836574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2836579.000000 Penalty: 5020.362793
	Iteration 50Q: 3 clusters Score -2836579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2836595.750000 Penalty: 5020.362793
	Iteration 51Q: 3 clusters Score -2836596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2836598.750000 Penalty: 5020.362793
	Iteration 52Q: 3 clusters Score -2836599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2836596.250000 Penalty: 5020.362793
	Iteration 53Q: 3 clusters Score -2836596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2836606.000000 Penalty: 5020.362793
	Iteration 54Q: 3 clusters Score -2836606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2836613.000000 Penalty: 5020.362793
	Iteration 55Q: 3 clusters Score -2836613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2836626.500000 Penalty: 5020.362793
	Iteration 56Q: 3 clusters Score -2836626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2836632.750000 Penalty: 5020.362793
	Iteration 57Q: 3 clusters Score -2836633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2836631.000000 Penalty: 5020.362793
	Iteration 58Q: 3 clusters Score -2836631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2836633.250000 Penalty: 5020.362793
	Iteration 59Q: 3 clusters Score -2836633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2836635.750000 Penalty: 5020.362793
	Iteration 60F: 3 clusters Score -2836636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2836629.500000 Penalty: 5020.362793
	Iteration 61Q: 3 clusters Score -2836630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2836634.500000 Penalty: 5020.362793
	Iteration 62Q: 3 clusters Score -2836634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2836630.250000 Penalty: 5020.362793
	Iteration 63Q: 3 clusters Score -2836630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2836631.000000 Penalty: 5020.362793
	Iteration 64Q: 3 clusters Score -2836631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2836633.000000 Penalty: 5020.362793
	Iteration 65Q: 3 clusters Score -2836633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2836629.500000 Penalty: 5020.362793
	Iteration 66Q: 3 clusters Score -2836630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2836634.500000 Penalty: 5020.362793
	Iteration 67Q: 3 clusters Score -2836634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2836638.500000 Penalty: 5020.362793
	Iteration 68Q: 3 clusters Score -2836638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2836642.250000 Penalty: 5020.362793
	Iteration 69Q: 3 clusters Score -2836642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2836643.500000 Penalty: 5020.362793
	Iteration 70Q: 3 clusters Score -2836644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2836645.750000 Penalty: 5020.362793
	Iteration 71Q: 3 clusters Score -2836646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2836648.500000 Penalty: 5020.362793
	Iteration 72Q: 3 clusters Score -2836648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2836649.250000 Penalty: 5020.362793
	Iteration 73Q: 3 clusters Score -2836649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2836643.500000 Penalty: 5020.362793
	Iteration 74Q: 3 clusters Score -2836644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2836643.500000 Penalty: 5020.362793
	Iteration 75F: 3 clusters Score -2836644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -852991.625000 Penalty: 2211.924805
	Iteration 0F: 2 clusters Score -852991.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -846983.250000 Penalty: 4423.849609
	Iteration 0F: 3 clusters Score -846983.2 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -848646.687500 Penalty: 4423.849609
	Iteration 1F: 3 clusters Score -848646.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -848936.625000 Penalty: 4423.849609
	Iteration 2F: 3 clusters Score -848936.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -849140.562500 Penalty: 4423.849609
	Iteration 3F: 3 clusters Score -849140.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -849278.750000 Penalty: 4423.849609
	Iteration 4Q: 3 clusters Score -849278.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -849394.937500 Penalty: 4423.849609
	Iteration 5Q: 3 clusters Score -849394.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -849491.937500 Penalty: 4423.849609
	Iteration 6Q: 3 clusters Score -849491.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -849581.000000 Penalty: 4423.849609
	Iteration 7Q: 3 clusters Score -849581 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -849654.562500 Penalty: 4423.849609
	Iteration 8Q: 3 clusters Score -849654.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -849727.875000 Penalty: 4423.849609
	Iteration 9Q: 3 clusters Score -849727.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -849798.812500 Penalty: 4423.849609
	Iteration 10Q: 3 clusters Score -849798.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -849875.062500 Penalty: 4423.849609
	Iteration 11Q: 3 clusters Score -849875.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -849935.375000 Penalty: 4423.849609
	Iteration 12Q: 3 clusters Score -849935.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -849989.125000 Penalty: 4423.849609
	Iteration 13Q: 3 clusters Score -849989.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -850038.187500 Penalty: 4423.849609
	Iteration 14Q: 3 clusters Score -850038.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -850095.312500 Penalty: 4423.849609
	Iteration 15Q: 3 clusters Score -850095.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -850161.437500 Penalty: 4423.849609
	Iteration 16Q: 3 clusters Score -850161.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -850225.062500 Penalty: 4423.849609
	Iteration 17Q: 3 clusters Score -850225.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -850281.562500 Penalty: 4423.849609
	Iteration 18Q: 3 clusters Score -850281.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -850329.250000 Penalty: 4423.849609
	Iteration 19Q: 3 clusters Score -850329.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -850381.250000 Penalty: 4423.849609
	Iteration 20F: 3 clusters Score -850381.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -850429.812500 Penalty: 4423.849609
	Iteration 21Q: 3 clusters Score -850429.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -850468.750000 Penalty: 4423.849609
	Iteration 22Q: 3 clusters Score -850468.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -850507.125000 Penalty: 4423.849609
	Iteration 23Q: 3 clusters Score -850507.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -850538.812500 Penalty: 4423.849609
	Iteration 24Q: 3 clusters Score -850538.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -850566.312500 Penalty: 4423.849609
	Iteration 25Q: 3 clusters Score -850566.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -850596.375000 Penalty: 4423.849609
	Iteration 26Q: 3 clusters Score -850596.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -850620.250000 Penalty: 4423.849609
	Iteration 27Q: 3 clusters Score -850620.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -850642.812500 Penalty: 4423.849609
	Iteration 28Q: 3 clusters Score -850642.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -850672.312500 Penalty: 4423.849609
	Iteration 29Q: 3 clusters Score -850672.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -850706.500000 Penalty: 4423.849609
	Iteration 30Q: 3 clusters Score -850706.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -850741.812500 Penalty: 4423.849609
	Iteration 31Q: 3 clusters Score -850741.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -850776.312500 Penalty: 4423.849609
	Iteration 32Q: 3 clusters Score -850776.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -850800.562500 Penalty: 4423.849609
	Iteration 33Q: 3 clusters Score -850800.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -850818.812500 Penalty: 4423.849609
	Iteration 34Q: 3 clusters Score -850818.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -850835.125000 Penalty: 4423.849609
	Iteration 35Q: 3 clusters Score -850835.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -850850.375000 Penalty: 4423.849609
	Iteration 36Q: 3 clusters Score -850850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -850861.687500 Penalty: 4423.849609
	Iteration 37Q: 3 clusters Score -850861.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -850870.687500 Penalty: 4423.849609
	Iteration 38Q: 3 clusters Score -850870.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -850879.062500 Penalty: 4423.849609
	Iteration 39Q: 3 clusters Score -850879.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -850892.312500 Penalty: 4423.849609
	Iteration 40F: 3 clusters Score -850892.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -850910.125000 Penalty: 4423.849609
	Iteration 41Q: 3 clusters Score -850910.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -850927.812500 Penalty: 4423.849609
	Iteration 42Q: 3 clusters Score -850927.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -850943.312500 Penalty: 4423.849609
	Iteration 43Q: 3 clusters Score -850943.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -850956.750000 Penalty: 4423.849609
	Iteration 44Q: 3 clusters Score -850956.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -850969.125000 Penalty: 4423.849609
	Iteration 45Q: 3 clusters Score -850969.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -850975.125000 Penalty: 4423.849609
	Iteration 46Q: 3 clusters Score -850975.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -850979.687500 Penalty: 4423.849609
	Iteration 47Q: 3 clusters Score -850979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -850984.625000 Penalty: 4423.849609
	Iteration 48Q: 3 clusters Score -850984.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -850990.062500 Penalty: 4423.849609
	Iteration 49Q: 3 clusters Score -850990.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -850997.687500 Penalty: 4423.849609
	Iteration 50Q: 3 clusters Score -850997.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -851003.437500 Penalty: 4423.849609
	Iteration 51Q: 3 clusters Score -851003.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -851008.250000 Penalty: 4423.849609
	Iteration 52Q: 3 clusters Score -851008.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -851013.437500 Penalty: 4423.849609
	Iteration 53Q: 3 clusters Score -851013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -851017.375000 Penalty: 4423.849609
	Iteration 54Q: 3 clusters Score -851017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -851019.312500 Penalty: 4423.849609
	Iteration 55Q: 3 clusters Score -851019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -851018.875000 Penalty: 4423.849609
	Iteration 56Q: 3 clusters Score -851018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -851020.125000 Penalty: 4423.849609
	Iteration 57Q: 3 clusters Score -851020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -851020.625000 Penalty: 4423.849609
	Iteration 58Q: 3 clusters Score -851020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -851020.125000 Penalty: 4423.849609
	Iteration 59Q: 3 clusters Score -851020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -851020.375000 Penalty: 4423.849609
	Iteration 60F: 3 clusters Score -851020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Entering Unmasked Estep 
Score: -935961.812500 Penalty: 2261.319824
	Iteration 0F: 2 clusters Score -935961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -928884.250000 Penalty: 4522.639648
	Iteration 0F: 3 clusters Score -928884.2 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -931424.812500 Penalty: 4522.639648
	Iteration 1F: 3 clusters Score -931424.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -932156.812500 Penalty: 4522.639648
	Iteration 2F: 3 clusters Score -932156.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -932765.625000 Penalty: 4522.639648
	Iteration 3F: 3 clusters Score -932765.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -933230.750000 Penalty: 4522.639648
	Iteration 4F: 3 clusters Score -933230.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -933605.000000 Penalty: 4522.639648
	Iteration 5F: 3 clusters Score -933605 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -933859.562500 Penalty: 4522.639648
	Iteration 6Q: 3 clusters Score -933859.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -934030.250000 Penalty: 4522.639648
	Iteration 7Q: 3 clusters Score -934030.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -934127.187500 Penalty: 4522.639648
	Iteration 8Q: 3 clusters Score -934127.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -934201.250000 Penalty: 4522.639648
	Iteration 9Q: 3 clusters Score -934201.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -934255.562500 Penalty: 4522.639648
	Iteration 10Q: 3 clusters Score -934255.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -934290.437500 Penalty: 4522.639648
	Iteration 11Q: 3 clusters Score -934290.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -934322.687500 Penalty: 4522.639648
	Iteration 12Q: 3 clusters Score -934322.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -934354.250000 Penalty: 4522.639648
	Iteration 13Q: 3 clusters Score -934354.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -934390.625000 Penalty: 4522.639648
	Iteration 14Q: 3 clusters Score -934390.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -934424.937500 Penalty: 4522.639648
	Iteration 15Q: 3 clusters Score -934424.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -934471.000000 Penalty: 4522.639648
	Iteration 16Q: 3 clusters Score -934471 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -934531.937500 Penalty: 4522.639648
	Iteration 17Q: 3 clusters Score -934531.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -934589.687500 Penalty: 4522.639648
	Iteration 18Q: 3 clusters Score -934589.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -934633.437500 Penalty: 4522.639648
	Iteration 19Q: 3 clusters Score -934633.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -934678.187500 Penalty: 4522.639648
	Iteration 20F: 3 clusters Score -934678.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -934723.437500 Penalty: 4522.639648
	Iteration 21Q: 3 clusters Score -934723.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -934771.562500 Penalty: 4522.639648
	Iteration 22Q: 3 clusters Score -934771.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -934825.187500 Penalty: 4522.639648
	Iteration 23Q: 3 clusters Score -934825.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -934878.187500 Penalty: 4522.639648
	Iteration 24Q: 3 clusters Score -934878.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -934930.062500 Penalty: 4522.639648
	Iteration 25Q: 3 clusters Score -934930.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -934976.187500 Penalty: 4522.639648
	Iteration 26Q: 3 clusters Score -934976.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -935012.062500 Penalty: 4522.639648
	Iteration 27Q: 3 clusters Score -935012.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -935031.500000 Penalty: 4522.639648
	Iteration 28Q: 3 clusters Score -935031.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -935054.812500 Penalty: 4522.639648
	Iteration 29Q: 3 clusters Score -935054.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -935083.125000 Penalty: 4522.639648
	Iteration 30Q: 3 clusters Score -935083.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -935108.500000 Penalty: 4522.639648
	Iteration 31Q: 3 clusters Score -935108.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -935127.250000 Penalty: 4522.639648
	Iteration 32Q: 3 clusters Score -935127.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -935144.000000 Penalty: 4522.639648
	Iteration 33Q: 3 clusters Score -935144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -935167.937500 Penalty: 4522.639648
	Iteration 34Q: 3 clusters Score -935167.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -935188.875000 Penalty: 4522.639648
	Iteration 35Q: 3 clusters Score -935188.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -935212.500000 Penalty: 4522.639648
	Iteration 36Q: 3 clusters Score -935212.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -935233.687500 Penalty: 4522.639648
	Iteration 37Q: 3 clusters Score -935233.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -935255.750000 Penalty: 4522.639648
	Iteration 38Q: 3 clusters Score -935255.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -935282.437500 Penalty: 4522.639648
	Iteration 39Q: 3 clusters Score -935282.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -935317.250000 Penalty: 4522.639648
	Iteration 40F: 3 clusters Score -935317.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -935361.312500 Penalty: 4522.639648
	Iteration 41Q: 3 clusters Score -935361.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -935409.312500 Penalty: 4522.639648
	Iteration 42Q: 3 clusters Score -935409.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -935466.687500 Penalty: 4522.639648
	Iteration 43Q: 3 clusters Score -935466.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -935557.625000 Penalty: 4522.639648
	Iteration 44Q: 3 clusters Score -935557.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -935660.000000 Penalty: 4522.639648
	Iteration 45Q: 3 clusters Score -935660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -935758.437500 Penalty: 4522.639648
	Iteration 46Q: 3 clusters Score -935758.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -935821.312500 Penalty: 4522.639648
	Iteration 47Q: 3 clusters Score -935821.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -935864.250000 Penalty: 4522.639648
	Iteration 48Q: 3 clusters Score -935864.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -935888.812500 Penalty: 4522.639648
	Iteration 49Q: 3 clusters Score -935888.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -935910.625000 Penalty: 4522.639648
	Iteration 50Q: 3 clusters Score -935910.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -935925.750000 Penalty: 4522.639648
	Iteration 51Q: 3 clusters Score -935925.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -935939.187500 Penalty: 4522.639648
	Iteration 52Q: 3 clusters Score -935939.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -935959.437500 Penalty: 4522.639648
	Iteration 53Q: 3 clusters Score -935959.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -935965.625000 Penalty: 4522.639648
	Iteration 54Q: 3 clusters Score -935965.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -935971.125000 Penalty: 4522.639648
	Iteration 55Q: 3 clusters Score -935971.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -935975.437500 Penalty: 4522.639648
	Iteration 56Q: 3 clusters Score -935975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -935974.875000 Penalty: 4522.639648
	Iteration 57Q: 3 clusters Score -935974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -935978.875000 Penalty: 4522.639648
	Iteration 58Q: 3 clusters Score -935978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -935979.187500 Penalty: 4522.639648
	Iteration 59Q: 3 clusters Score -935979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -935980.312500 Penalty: 4522.639648
	Iteration 60F: 3 clusters Score -935980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -935983.187500 Penalty: 4522.639648
	Iteration 61Q: 3 clusters Score -935983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -935985.937500 Penalty: 4522.639648
	Iteration 62Q: 3 clusters Score -935985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -935984.312500 Penalty: 4522.639648
	Iteration 63Q: 3 clusters Score -935984.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -935988.312500 Penalty: 4522.639648
	Iteration 64Q: 3 clusters Score -935988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -935989.812500 Penalty: 4522.639648
	Iteration 65Q: 3 clusters Score -935989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -935990.187500 Penalty: 4522.639648
	Iteration 66Q: 3 clusters Score -935990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -935990.000000 Penalty: 4522.639648
	Iteration 67Q: 3 clusters Score -935990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -935990.625000 Penalty: 4522.639648
	Iteration 68Q: 3 clusters Score -935990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -935990.625000 Penalty: 4522.639648
	Iteration 69F: 3 clusters Score -935990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 2940 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 6180 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212293664.000000 Penalty: 366495.125000
Splitting cluster 47 changes total score from -212294928.000000 to -212293664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (41865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Entering Unmasked Estep 
Score: -4851425.000000 Penalty: 2639.266846
	Iteration 0F: 2 clusters Score -4851425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -4822995.000000 Penalty: 5278.533691
	Iteration 0F: 3 clusters Score -4822995 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4833665.000000 Penalty: 5278.533691
	Iteration 1F: 3 clusters Score -4833665 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4834166.000000 Penalty: 5278.533691
	Iteration 2Q: 3 clusters Score -4834166 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4834578.500000 Penalty: 5278.533691
	Iteration 3Q: 3 clusters Score -4834578 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -4834985.000000 Penalty: 5278.533691
	Iteration 4Q: 3 clusters Score -4834985 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4835351.500000 Penalty: 5278.533691
	Iteration 5Q: 3 clusters Score -4835352 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4835720.000000 Penalty: 5278.533691
	Iteration 6Q: 3 clusters Score -4835720 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4836161.500000 Penalty: 5278.533691
	Iteration 7Q: 3 clusters Score -4836162 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4836733.500000 Penalty: 5278.533691
	Iteration 8Q: 3 clusters Score -4836734 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4837580.500000 Penalty: 5278.533691
	Iteration 9Q: 3 clusters Score -4837580 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4838729.500000 Penalty: 5278.533691
	Iteration 10Q: 3 clusters Score -4838730 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4840025.000000 Penalty: 5278.533691
	Iteration 11Q: 3 clusters Score -4840025 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4841229.000000 Penalty: 5278.533691
	Iteration 12Q: 3 clusters Score -4841229 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4842038.500000 Penalty: 5278.533691
	Iteration 13Q: 3 clusters Score -4842038 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4842406.000000 Penalty: 5278.533691
	Iteration 14Q: 3 clusters Score -4842406 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4842629.000000 Penalty: 5278.533691
	Iteration 15Q: 3 clusters Score -4842629 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -4842771.000000 Penalty: 5278.533691
	Iteration 16Q: 3 clusters Score -4842771 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4842899.500000 Penalty: 5278.533691
	Iteration 17Q: 3 clusters Score -4842900 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4843028.500000 Penalty: 5278.533691
	Iteration 18Q: 3 clusters Score -4843028 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4843148.500000 Penalty: 5278.533691
	Iteration 19Q: 3 clusters Score -4843148 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4843291.000000 Penalty: 5278.533691
	Iteration 20F: 3 clusters Score -4843291 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4843445.500000 Penalty: 5278.533691
	Iteration 21Q: 3 clusters Score -4843446 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -4843573.000000 Penalty: 5278.533691
	Iteration 22Q: 3 clusters Score -4843573 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4843728.000000 Penalty: 5278.533691
	Iteration 23Q: 3 clusters Score -4843728 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4843881.000000 Penalty: 5278.533691
	Iteration 24Q: 3 clusters Score -4843881 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4844050.000000 Penalty: 5278.533691
	Iteration 25Q: 3 clusters Score -4844050 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4844242.500000 Penalty: 5278.533691
	Iteration 26Q: 3 clusters Score -4844242 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4844453.000000 Penalty: 5278.533691
	Iteration 27Q: 3 clusters Score -4844453 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4844615.500000 Penalty: 5278.533691
	Iteration 28Q: 3 clusters Score -4844616 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4844826.000000 Penalty: 5278.533691
	Iteration 29Q: 3 clusters Score -4844826 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4845004.000000 Penalty: 5278.533691
	Iteration 30Q: 3 clusters Score -4845004 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4845255.500000 Penalty: 5278.533691
	Iteration 31Q: 3 clusters Score -4845256 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4845486.500000 Penalty: 5278.533691
	Iteration 32Q: 3 clusters Score -4845486 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4845749.000000 Penalty: 5278.533691
	Iteration 33Q: 3 clusters Score -4845749 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4845996.500000 Penalty: 5278.533691
	Iteration 34Q: 3 clusters Score -4845996 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4846282.500000 Penalty: 5278.533691
	Iteration 35Q: 3 clusters Score -4846282 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4846586.000000 Penalty: 5278.533691
	Iteration 36Q: 3 clusters Score -4846586 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4846926.000000 Penalty: 5278.533691
	Iteration 37Q: 3 clusters Score -4846926 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4847268.500000 Penalty: 5278.533691
	Iteration 38Q: 3 clusters Score -4847268 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4847644.000000 Penalty: 5278.533691
	Iteration 39Q: 3 clusters Score -4847644 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4847990.500000 Penalty: 5278.533691
	Iteration 40F: 3 clusters Score -4847990 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4848328.000000 Penalty: 5278.533691
	Iteration 41Q: 3 clusters Score -4848328 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4848630.000000 Penalty: 5278.533691
	Iteration 42Q: 3 clusters Score -4848630 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4848834.000000 Penalty: 5278.533691
	Iteration 43Q: 3 clusters Score -4848834 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4849005.500000 Penalty: 5278.533691
	Iteration 44Q: 3 clusters Score -4849006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4849151.500000 Penalty: 5278.533691
	Iteration 45Q: 3 clusters Score -4849152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4849290.000000 Penalty: 5278.533691
	Iteration 46Q: 3 clusters Score -4849290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4849359.500000 Penalty: 5278.533691
	Iteration 47Q: 3 clusters Score -4849360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4849400.500000 Penalty: 5278.533691
	Iteration 48Q: 3 clusters Score -4849400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4849449.500000 Penalty: 5278.533691
	Iteration 49Q: 3 clusters Score -4849450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4849482.500000 Penalty: 5278.533691
	Iteration 50Q: 3 clusters Score -4849482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4849490.500000 Penalty: 5278.533691
	Iteration 51Q: 3 clusters Score -4849490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4849507.000000 Penalty: 5278.533691
	Iteration 52Q: 3 clusters Score -4849507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4849521.000000 Penalty: 5278.533691
	Iteration 53Q: 3 clusters Score -4849521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4849528.500000 Penalty: 5278.533691
	Iteration 54Q: 3 clusters Score -4849528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4849537.000000 Penalty: 5278.533691
	Iteration 55Q: 3 clusters Score -4849537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4849541.000000 Penalty: 5278.533691
	Iteration 56Q: 3 clusters Score -4849541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4849538.000000 Penalty: 5278.533691
	Iteration 57Q: 3 clusters Score -4849538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4849538.000000 Penalty: 5278.533691
	Iteration 58F: 3 clusters Score -4849538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Entering Unmasked Estep 
Score: -1124134.625000 Penalty: 2308.701660
	Iteration 0F: 2 clusters Score -1124135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1115804.375000 Penalty: 4617.403320
	Iteration 0F: 3 clusters Score -1115804 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1118540.625000 Penalty: 4617.403320
	Iteration 1F: 3 clusters Score -1118541 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1119146.250000 Penalty: 4617.403320
	Iteration 2F: 3 clusters Score -1119146 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1119675.625000 Penalty: 4617.403320
	Iteration 3F: 3 clusters Score -1119676 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1120128.500000 Penalty: 4617.403320
	Iteration 4F: 3 clusters Score -1120128 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1120517.500000 Penalty: 4617.403320
	Iteration 5F: 3 clusters Score -1120518 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1120869.250000 Penalty: 4617.403320
	Iteration 6Q: 3 clusters Score -1120869 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1121172.375000 Penalty: 4617.403320
	Iteration 7Q: 3 clusters Score -1121172 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1121406.125000 Penalty: 4617.403320
	Iteration 8Q: 3 clusters Score -1121406 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1121575.875000 Penalty: 4617.403320
	Iteration 9Q: 3 clusters Score -1121576 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1121712.000000 Penalty: 4617.403320
	Iteration 10Q: 3 clusters Score -1121712 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1121822.125000 Penalty: 4617.403320
	Iteration 11Q: 3 clusters Score -1121822 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1121939.000000 Penalty: 4617.403320
	Iteration 12Q: 3 clusters Score -1121939 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1122051.250000 Penalty: 4617.403320
	Iteration 13Q: 3 clusters Score -1122051 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1122156.875000 Penalty: 4617.403320
	Iteration 14Q: 3 clusters Score -1122157 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1122235.000000 Penalty: 4617.403320
	Iteration 15Q: 3 clusters Score -1122235 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1122312.500000 Penalty: 4617.403320
	Iteration 16Q: 3 clusters Score -1122312 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1122380.875000 Penalty: 4617.403320
	Iteration 17Q: 3 clusters Score -1122381 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1122447.750000 Penalty: 4617.403320
	Iteration 18Q: 3 clusters Score -1122448 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1122497.500000 Penalty: 4617.403320
	Iteration 19Q: 3 clusters Score -1122498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1122538.875000 Penalty: 4617.403320
	Iteration 20F: 3 clusters Score -1122539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1122583.125000 Penalty: 4617.403320
	Iteration 21Q: 3 clusters Score -1122583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1122628.875000 Penalty: 4617.403320
	Iteration 22Q: 3 clusters Score -1122629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1122663.375000 Penalty: 4617.403320
	Iteration 23Q: 3 clusters Score -1122663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1122678.875000 Penalty: 4617.403320
	Iteration 24Q: 3 clusters Score -1122679 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1122698.625000 Penalty: 4617.403320
	Iteration 25Q: 3 clusters Score -1122699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1122719.250000 Penalty: 4617.403320
	Iteration 26Q: 3 clusters Score -1122719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1122734.000000 Penalty: 4617.403320
	Iteration 27Q: 3 clusters Score -1122734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1122741.375000 Penalty: 4617.403320
	Iteration 28Q: 3 clusters Score -1122741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1122756.375000 Penalty: 4617.403320
	Iteration 29Q: 3 clusters Score -1122756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1122767.750000 Penalty: 4617.403320
	Iteration 30Q: 3 clusters Score -1122768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1122773.000000 Penalty: 4617.403320
	Iteration 31Q: 3 clusters Score -1122773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1122777.375000 Penalty: 4617.403320
	Iteration 32Q: 3 clusters Score -1122777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1122782.750000 Penalty: 4617.403320
	Iteration 33Q: 3 clusters Score -1122783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1122784.750000 Penalty: 4617.403320
	Iteration 34Q: 3 clusters Score -1122785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1122789.000000 Penalty: 4617.403320
	Iteration 35Q: 3 clusters Score -1122789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1122799.875000 Penalty: 4617.403320
	Iteration 36Q: 3 clusters Score -1122800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1122802.500000 Penalty: 4617.403320
	Iteration 37Q: 3 clusters Score -1122802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1122804.875000 Penalty: 4617.403320
	Iteration 38Q: 3 clusters Score -1122805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1122804.000000 Penalty: 4617.403320
	Iteration 39Q: 3 clusters Score -1122804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1122803.375000 Penalty: 4617.403320
	Iteration 40F: 3 clusters Score -1122803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1122809.250000 Penalty: 4617.403320
	Iteration 41Q: 3 clusters Score -1122809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1122808.750000 Penalty: 4617.403320
	Iteration 42Q: 3 clusters Score -1122809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1122811.375000 Penalty: 4617.403320
	Iteration 43Q: 3 clusters Score -1122811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1122810.750000 Penalty: 4617.403320
	Iteration 44Q: 3 clusters Score -1122811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1122811.625000 Penalty: 4617.403320
	Iteration 45Q: 3 clusters Score -1122812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1122813.000000 Penalty: 4617.403320
	Iteration 46Q: 3 clusters Score -1122813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1122816.250000 Penalty: 4617.403320
	Iteration 47Q: 3 clusters Score -1122816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1122817.000000 Penalty: 4617.403320
	Iteration 48Q: 3 clusters Score -1122817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1122817.875000 Penalty: 4617.403320
	Iteration 49Q: 3 clusters Score -1122818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1122815.750000 Penalty: 4617.403320
	Iteration 50Q: 3 clusters Score -1122816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1122817.500000 Penalty: 4617.403320
	Iteration 51Q: 3 clusters Score -1122818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1122818.000000 Penalty: 4617.403320
	Iteration 52Q: 3 clusters Score -1122818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1122817.500000 Penalty: 4617.403320
	Iteration 53Q: 3 clusters Score -1122818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1122819.750000 Penalty: 4617.403320
	Iteration 54Q: 3 clusters Score -1122820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1122819.875000 Penalty: 4617.403320
	Iteration 55Q: 3 clusters Score -1122820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1122820.000000 Penalty: 4617.403320
	Iteration 56Q: 3 clusters Score -1122820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1122823.000000 Penalty: 4617.403320
	Iteration 57Q: 3 clusters Score -1122823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1122821.875000 Penalty: 4617.403320
	Iteration 58Q: 3 clusters Score -1122822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1122822.250000 Penalty: 4617.403320
	Iteration 59Q: 3 clusters Score -1122822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1122822.375000 Penalty: 4617.403320
	Iteration 60F: 3 clusters Score -1122822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1122821.500000 Penalty: 4617.403320
	Iteration 61Q: 3 clusters Score -1122822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1122822.250000 Penalty: 4617.403320
	Iteration 62Q: 3 clusters Score -1122822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1122823.500000 Penalty: 4617.403320
	Iteration 63Q: 3 clusters Score -1122824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1122824.000000 Penalty: 4617.403320
	Iteration 64Q: 3 clusters Score -1122824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1122823.875000 Penalty: 4617.403320
	Iteration 65Q: 3 clusters Score -1122824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1122823.875000 Penalty: 4617.403320
	Iteration 66Q: 3 clusters Score -1122824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1122823.875000 Penalty: 4617.403320
	Iteration 67F: 3 clusters Score -1122824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Entering Unmasked Estep 
Score: -1027525.937500 Penalty: 2252.912354
	Iteration 0F: 2 clusters Score -1027526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1020600.000000 Penalty: 4505.824707
	Iteration 0F: 3 clusters Score -1020600 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1022467.000000 Penalty: 4505.824707
	Iteration 1F: 3 clusters Score -1022467 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1022710.312500 Penalty: 4505.824707
	Iteration 2F: 3 clusters Score -1022710 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1022898.375000 Penalty: 4505.824707
	Iteration 3F: 3 clusters Score -1022898 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1023009.875000 Penalty: 4505.824707
	Iteration 4Q: 3 clusters Score -1023010 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1023095.687500 Penalty: 4505.824707
	Iteration 5Q: 3 clusters Score -1023096 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1023149.937500 Penalty: 4505.824707
	Iteration 6Q: 3 clusters Score -1023150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1023198.375000 Penalty: 4505.824707
	Iteration 7Q: 3 clusters Score -1023198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1023238.062500 Penalty: 4505.824707
	Iteration 8Q: 3 clusters Score -1023238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1023265.250000 Penalty: 4505.824707
	Iteration 9Q: 3 clusters Score -1023265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1023290.750000 Penalty: 4505.824707
	Iteration 10Q: 3 clusters Score -1023291 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1023321.187500 Penalty: 4505.824707
	Iteration 11Q: 3 clusters Score -1023321 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1023349.937500 Penalty: 4505.824707
	Iteration 12Q: 3 clusters Score -1023350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1023381.875000 Penalty: 4505.824707
	Iteration 13Q: 3 clusters Score -1023382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1023413.125000 Penalty: 4505.824707
	Iteration 14Q: 3 clusters Score -1023413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1023453.750000 Penalty: 4505.824707
	Iteration 15Q: 3 clusters Score -1023454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1023503.375000 Penalty: 4505.824707
	Iteration 16Q: 3 clusters Score -1023503 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1023559.375000 Penalty: 4505.824707
	Iteration 17Q: 3 clusters Score -1023559 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1023632.125000 Penalty: 4505.824707
	Iteration 18Q: 3 clusters Score -1023632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1023721.562500 Penalty: 4505.824707
	Iteration 19Q: 3 clusters Score -1023722 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1023829.437500 Penalty: 4505.824707
	Iteration 20F: 3 clusters Score -1023829 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1023956.250000 Penalty: 4505.824707
	Iteration 21Q: 3 clusters Score -1023956 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1024119.687500 Penalty: 4505.824707
	Iteration 22Q: 3 clusters Score -1024120 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1024321.875000 Penalty: 4505.824707
	Iteration 23Q: 3 clusters Score -1024322 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1024523.625000 Penalty: 4505.824707
	Iteration 24Q: 3 clusters Score -1024524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1024711.062500 Penalty: 4505.824707
	Iteration 25Q: 3 clusters Score -1024711 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1024888.750000 Penalty: 4505.824707
	Iteration 26Q: 3 clusters Score -1024889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1025077.312500 Penalty: 4505.824707
	Iteration 27Q: 3 clusters Score -1025077 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1025254.312500 Penalty: 4505.824707
	Iteration 28Q: 3 clusters Score -1025254 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1025397.250000 Penalty: 4505.824707
	Iteration 29Q: 3 clusters Score -1025397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1025484.250000 Penalty: 4505.824707
	Iteration 30Q: 3 clusters Score -1025484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1025544.437500 Penalty: 4505.824707
	Iteration 31Q: 3 clusters Score -1025544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1025587.000000 Penalty: 4505.824707
	Iteration 32Q: 3 clusters Score -1025587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1025617.062500 Penalty: 4505.824707
	Iteration 33Q: 3 clusters Score -1025617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1025633.125000 Penalty: 4505.824707
	Iteration 34Q: 3 clusters Score -1025633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1025649.812500 Penalty: 4505.824707
	Iteration 35Q: 3 clusters Score -1025650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1025660.937500 Penalty: 4505.824707
	Iteration 36Q: 3 clusters Score -1025661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1025672.437500 Penalty: 4505.824707
	Iteration 37Q: 3 clusters Score -1025672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1025689.625000 Penalty: 4505.824707
	Iteration 38Q: 3 clusters Score -1025690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1025695.562500 Penalty: 4505.824707
	Iteration 39Q: 3 clusters Score -1025696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1025700.000000 Penalty: 4505.824707
	Iteration 40F: 3 clusters Score -1025700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1025703.687500 Penalty: 4505.824707
	Iteration 41Q: 3 clusters Score -1025704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1025703.875000 Penalty: 4505.824707
	Iteration 42Q: 3 clusters Score -1025704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1025703.875000 Penalty: 4505.824707
	Iteration 43F: 3 clusters Score -1025704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Entering Unmasked Estep 
Score: -2308010.750000 Penalty: 2459.170166
	Iteration 0F: 2 clusters Score -2308011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2293822.500000 Penalty: 4918.340332
	Iteration 0F: 3 clusters Score -2293822 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2298597.500000 Penalty: 4918.340332
	Iteration 1F: 3 clusters Score -2298598 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2299051.250000 Penalty: 4918.340332
	Iteration 2F: 3 clusters Score -2299051 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2299487.250000 Penalty: 4918.340332
	Iteration 3F: 3 clusters Score -2299487 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2299906.000000 Penalty: 4918.340332
	Iteration 4Q: 3 clusters Score -2299906 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2300395.250000 Penalty: 4918.340332
	Iteration 5Q: 3 clusters Score -2300395 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2300932.500000 Penalty: 4918.340332
	Iteration 6Q: 3 clusters Score -2300932 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2301613.750000 Penalty: 4918.340332
	Iteration 7F: 3 clusters Score -2301614 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2302295.250000 Penalty: 4918.340332
	Iteration 8F: 3 clusters Score -2302295 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2302875.000000 Penalty: 4918.340332
	Iteration 9Q: 3 clusters Score -2302875 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2303292.750000 Penalty: 4918.340332
	Iteration 10Q: 3 clusters Score -2303293 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2303617.250000 Penalty: 4918.340332
	Iteration 11Q: 3 clusters Score -2303617 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2303861.500000 Penalty: 4918.340332
	Iteration 12Q: 3 clusters Score -2303862 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2304070.500000 Penalty: 4918.340332
	Iteration 13Q: 3 clusters Score -2304070 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2304282.500000 Penalty: 4918.340332
	Iteration 14Q: 3 clusters Score -2304282 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2304502.000000 Penalty: 4918.340332
	Iteration 15Q: 3 clusters Score -2304502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2304716.500000 Penalty: 4918.340332
	Iteration 16Q: 3 clusters Score -2304716 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2304981.500000 Penalty: 4918.340332
	Iteration 17Q: 3 clusters Score -2304982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2305259.000000 Penalty: 4918.340332
	Iteration 18Q: 3 clusters Score -2305259 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2305465.250000 Penalty: 4918.340332
	Iteration 19Q: 3 clusters Score -2305465 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2305608.750000 Penalty: 4918.340332
	Iteration 20F: 3 clusters Score -2305609 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2305689.500000 Penalty: 4918.340332
	Iteration 21Q: 3 clusters Score -2305690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2305747.500000 Penalty: 4918.340332
	Iteration 22Q: 3 clusters Score -2305748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2305796.000000 Penalty: 4918.340332
	Iteration 23Q: 3 clusters Score -2305796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2305831.500000 Penalty: 4918.340332
	Iteration 24Q: 3 clusters Score -2305832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2305856.250000 Penalty: 4918.340332
	Iteration 25Q: 3 clusters Score -2305856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2305875.750000 Penalty: 4918.340332
	Iteration 26Q: 3 clusters Score -2305876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2305903.000000 Penalty: 4918.340332
	Iteration 27Q: 3 clusters Score -2305903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2305907.500000 Penalty: 4918.340332
	Iteration 28Q: 3 clusters Score -2305908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2305913.000000 Penalty: 4918.340332
	Iteration 29Q: 3 clusters Score -2305913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2305923.250000 Penalty: 4918.340332
	Iteration 30Q: 3 clusters Score -2305923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2305933.000000 Penalty: 4918.340332
	Iteration 31Q: 3 clusters Score -2305933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2305943.500000 Penalty: 4918.340332
	Iteration 32Q: 3 clusters Score -2305944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2305937.000000 Penalty: 4918.340332
	Iteration 33Q: 3 clusters Score -2305937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2305941.750000 Penalty: 4918.340332
	Iteration 34Q: 3 clusters Score -2305942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2305938.750000 Penalty: 4918.340332
	Iteration 35Q: 3 clusters Score -2305939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2305944.500000 Penalty: 4918.340332
	Iteration 36Q: 3 clusters Score -2305944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2305941.750000 Penalty: 4918.340332
	Iteration 37Q: 3 clusters Score -2305942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2305950.500000 Penalty: 4918.340332
	Iteration 38Q: 3 clusters Score -2305950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2305945.750000 Penalty: 4918.340332
	Iteration 39Q: 3 clusters Score -2305946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2305958.000000 Penalty: 4918.340332
	Iteration 40F: 3 clusters Score -2305958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2305962.750000 Penalty: 4918.340332
	Iteration 41Q: 3 clusters Score -2305963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2305968.750000 Penalty: 4918.340332
	Iteration 42Q: 3 clusters Score -2305969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2305975.500000 Penalty: 4918.340332
	Iteration 43Q: 3 clusters Score -2305976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2305973.750000 Penalty: 4918.340332
	Iteration 44Q: 3 clusters Score -2305974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2305983.750000 Penalty: 4918.340332
	Iteration 45Q: 3 clusters Score -2305984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2305981.500000 Penalty: 4918.340332
	Iteration 46Q: 3 clusters Score -2305982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2305989.250000 Penalty: 4918.340332
	Iteration 47Q: 3 clusters Score -2305989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2305991.500000 Penalty: 4918.340332
	Iteration 48Q: 3 clusters Score -2305992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2305997.000000 Penalty: 4918.340332
	Iteration 49Q: 3 clusters Score -2305997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2305999.250000 Penalty: 4918.340332
	Iteration 50Q: 3 clusters Score -2305999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2306005.250000 Penalty: 4918.340332
	Iteration 51Q: 3 clusters Score -2306005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2306011.000000 Penalty: 4918.340332
	Iteration 52Q: 3 clusters Score -2306011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2306013.750000 Penalty: 4918.340332
	Iteration 53Q: 3 clusters Score -2306014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2306014.000000 Penalty: 4918.340332
	Iteration 54Q: 3 clusters Score -2306014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2306020.500000 Penalty: 4918.340332
	Iteration 55Q: 3 clusters Score -2306020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2306024.750000 Penalty: 4918.340332
	Iteration 56Q: 3 clusters Score -2306025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2306033.000000 Penalty: 4918.340332
	Iteration 57Q: 3 clusters Score -2306033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2306036.250000 Penalty: 4918.340332
	Iteration 58Q: 3 clusters Score -2306036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2306038.500000 Penalty: 4918.340332
	Iteration 59Q: 3 clusters Score -2306038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2306041.500000 Penalty: 4918.340332
	Iteration 60F: 3 clusters Score -2306042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2306042.500000 Penalty: 4918.340332
	Iteration 61Q: 3 clusters Score -2306042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2306045.000000 Penalty: 4918.340332
	Iteration 62Q: 3 clusters Score -2306045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2306046.250000 Penalty: 4918.340332
	Iteration 63Q: 3 clusters Score -2306046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2306043.500000 Penalty: 4918.340332
	Iteration 64Q: 3 clusters Score -2306044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2306050.000000 Penalty: 4918.340332
	Iteration 65Q: 3 clusters Score -2306050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2306052.000000 Penalty: 4918.340332
	Iteration 66Q: 3 clusters Score -2306052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2306051.500000 Penalty: 4918.340332
	Iteration 67Q: 3 clusters Score -2306052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2306051.500000 Penalty: 4918.340332
	Iteration 68F: 3 clusters Score -2306052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (33618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Entering Unmasked Estep 
Score: -3781541.000000 Penalty: 2584.858643
	Iteration 0F: 2 clusters Score -3781541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3758792.500000 Penalty: 5169.717285
	Iteration 0F: 3 clusters Score -3758792 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3767181.000000 Penalty: 5169.717285
	Iteration 1F: 3 clusters Score -3767181 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3768203.750000 Penalty: 5169.717285
	Iteration 2F: 3 clusters Score -3768204 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3769462.500000 Penalty: 5169.717285
	Iteration 3F: 3 clusters Score -3769462 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3770858.000000 Penalty: 5169.717285
	Iteration 4F: 3 clusters Score -3770858 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3772329.750000 Penalty: 5169.717285
	Iteration 5F: 3 clusters Score -3772330 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3773554.750000 Penalty: 5169.717285
	Iteration 6F: 3 clusters Score -3773555 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3774481.750000 Penalty: 5169.717285
	Iteration 7F: 3 clusters Score -3774482 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3775199.000000 Penalty: 5169.717285
	Iteration 8Q: 3 clusters Score -3775199 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3775767.500000 Penalty: 5169.717285
	Iteration 9Q: 3 clusters Score -3775768 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3776263.250000 Penalty: 5169.717285
	Iteration 10Q: 3 clusters Score -3776263 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3776687.000000 Penalty: 5169.717285
	Iteration 11Q: 3 clusters Score -3776687 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3777087.500000 Penalty: 5169.717285
	Iteration 12Q: 3 clusters Score -3777088 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3777439.500000 Penalty: 5169.717285
	Iteration 13Q: 3 clusters Score -3777440 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3777809.000000 Penalty: 5169.717285
	Iteration 14Q: 3 clusters Score -3777809 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3778123.000000 Penalty: 5169.717285
	Iteration 15Q: 3 clusters Score -3778123 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3778406.750000 Penalty: 5169.717285
	Iteration 16Q: 3 clusters Score -3778407 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3778607.250000 Penalty: 5169.717285
	Iteration 17Q: 3 clusters Score -3778607 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3778738.750000 Penalty: 5169.717285
	Iteration 18Q: 3 clusters Score -3778739 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3778843.000000 Penalty: 5169.717285
	Iteration 19Q: 3 clusters Score -3778843 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3778932.250000 Penalty: 5169.717285
	Iteration 20F: 3 clusters Score -3778932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3778996.250000 Penalty: 5169.717285
	Iteration 21Q: 3 clusters Score -3778996 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3779052.750000 Penalty: 5169.717285
	Iteration 22Q: 3 clusters Score -3779053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3779099.000000 Penalty: 5169.717285
	Iteration 23Q: 3 clusters Score -3779099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3779136.250000 Penalty: 5169.717285
	Iteration 24Q: 3 clusters Score -3779136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3779180.500000 Penalty: 5169.717285
	Iteration 25Q: 3 clusters Score -3779180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3779210.250000 Penalty: 5169.717285
	Iteration 26Q: 3 clusters Score -3779210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3779231.250000 Penalty: 5169.717285
	Iteration 27Q: 3 clusters Score -3779231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3779261.000000 Penalty: 5169.717285
	Iteration 28Q: 3 clusters Score -3779261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3779273.250000 Penalty: 5169.717285
	Iteration 29Q: 3 clusters Score -3779273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3779291.750000 Penalty: 5169.717285
	Iteration 30Q: 3 clusters Score -3779292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3779306.250000 Penalty: 5169.717285
	Iteration 31Q: 3 clusters Score -3779306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3779324.500000 Penalty: 5169.717285
	Iteration 32Q: 3 clusters Score -3779324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3779337.750000 Penalty: 5169.717285
	Iteration 33Q: 3 clusters Score -3779338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3779344.500000 Penalty: 5169.717285
	Iteration 34Q: 3 clusters Score -3779344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3779353.250000 Penalty: 5169.717285
	Iteration 35Q: 3 clusters Score -3779353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3779363.500000 Penalty: 5169.717285
	Iteration 36Q: 3 clusters Score -3779364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3779369.250000 Penalty: 5169.717285
	Iteration 37Q: 3 clusters Score -3779369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3779370.750000 Penalty: 5169.717285
	Iteration 38Q: 3 clusters Score -3779371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3779378.750000 Penalty: 5169.717285
	Iteration 39Q: 3 clusters Score -3779379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3779382.750000 Penalty: 5169.717285
	Iteration 40F: 3 clusters Score -3779383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3779382.000000 Penalty: 5169.717285
	Iteration 41Q: 3 clusters Score -3779382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3779381.500000 Penalty: 5169.717285
	Iteration 42Q: 3 clusters Score -3779382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3779382.000000 Penalty: 5169.717285
	Iteration 43Q: 3 clusters Score -3779382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3779383.500000 Penalty: 5169.717285
	Iteration 44Q: 3 clusters Score -3779384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3779385.750000 Penalty: 5169.717285
	Iteration 45Q: 3 clusters Score -3779386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3779388.250000 Penalty: 5169.717285
	Iteration 46Q: 3 clusters Score -3779388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3779393.250000 Penalty: 5169.717285
	Iteration 47Q: 3 clusters Score -3779393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3779391.000000 Penalty: 5169.717285
	Iteration 48Q: 3 clusters Score -3779391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3779396.250000 Penalty: 5169.717285
	Iteration 49Q: 3 clusters Score -3779396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3779395.500000 Penalty: 5169.717285
	Iteration 50Q: 3 clusters Score -3779396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3779395.750000 Penalty: 5169.717285
	Iteration 51Q: 3 clusters Score -3779396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3779398.250000 Penalty: 5169.717285
	Iteration 52Q: 3 clusters Score -3779398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3779399.750000 Penalty: 5169.717285
	Iteration 53Q: 3 clusters Score -3779400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3779401.000000 Penalty: 5169.717285
	Iteration 54Q: 3 clusters Score -3779401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3779401.000000 Penalty: 5169.717285
	Iteration 55F: 3 clusters Score -3779401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -79928.117188 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -79928.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78220.070312 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -78220.07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78448.960938 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -78448.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78500.296875 Penalty: 3268.789307
	Iteration 2Q: 3 clusters Score -78500.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78531.132812 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -78531.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78553.195312 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -78553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78567.671875 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -78567.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78580.210938 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -78580.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78588.421875 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -78588.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78599.523438 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -78599.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78604.234375 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -78604.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78608.570312 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -78608.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78612.343750 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -78612.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78614.453125 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -78614.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78618.156250 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -78618.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78618.156250 Penalty: 3268.789307
	Iteration 14F: 3 clusters Score -78618.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Entering Unmasked Estep 
Score: -1185120.125000 Penalty: 2319.127197
	Iteration 0F: 2 clusters Score -1185120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1176478.125000 Penalty: 4638.254395
	Iteration 0F: 3 clusters Score -1176478 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1179501.625000 Penalty: 4638.254395
	Iteration 1F: 3 clusters Score -1179502 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1180372.125000 Penalty: 4638.254395
	Iteration 2F: 3 clusters Score -1180372 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1181116.250000 Penalty: 4638.254395
	Iteration 3F: 3 clusters Score -1181116 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1181727.625000 Penalty: 4638.254395
	Iteration 4F: 3 clusters Score -1181728 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1182232.875000 Penalty: 4638.254395
	Iteration 5F: 3 clusters Score -1182233 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1182645.500000 Penalty: 4638.254395
	Iteration 6Q: 3 clusters Score -1182646 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1182982.375000 Penalty: 4638.254395
	Iteration 7Q: 3 clusters Score -1182982 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1183209.375000 Penalty: 4638.254395
	Iteration 8Q: 3 clusters Score -1183209 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1183346.250000 Penalty: 4638.254395
	Iteration 9Q: 3 clusters Score -1183346 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1183458.250000 Penalty: 4638.254395
	Iteration 10Q: 3 clusters Score -1183458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1183534.875000 Penalty: 4638.254395
	Iteration 11Q: 3 clusters Score -1183535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1183606.875000 Penalty: 4638.254395
	Iteration 12Q: 3 clusters Score -1183607 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1183672.250000 Penalty: 4638.254395
	Iteration 13Q: 3 clusters Score -1183672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1183742.375000 Penalty: 4638.254395
	Iteration 14Q: 3 clusters Score -1183742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1183797.750000 Penalty: 4638.254395
	Iteration 15Q: 3 clusters Score -1183798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1183867.375000 Penalty: 4638.254395
	Iteration 16Q: 3 clusters Score -1183867 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1183928.000000 Penalty: 4638.254395
	Iteration 17Q: 3 clusters Score -1183928 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1183976.625000 Penalty: 4638.254395
	Iteration 18Q: 3 clusters Score -1183977 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1184021.750000 Penalty: 4638.254395
	Iteration 19Q: 3 clusters Score -1184022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1184092.500000 Penalty: 4638.254395
	Iteration 20F: 3 clusters Score -1184092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1184169.250000 Penalty: 4638.254395
	Iteration 21Q: 3 clusters Score -1184169 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1184233.125000 Penalty: 4638.254395
	Iteration 22Q: 3 clusters Score -1184233 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1184296.500000 Penalty: 4638.254395
	Iteration 23Q: 3 clusters Score -1184296 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1184377.250000 Penalty: 4638.254395
	Iteration 24Q: 3 clusters Score -1184377 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1184443.500000 Penalty: 4638.254395
	Iteration 25Q: 3 clusters Score -1184444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1184506.000000 Penalty: 4638.254395
	Iteration 26Q: 3 clusters Score -1184506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1184567.750000 Penalty: 4638.254395
	Iteration 27Q: 3 clusters Score -1184568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1184611.375000 Penalty: 4638.254395
	Iteration 28Q: 3 clusters Score -1184611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1184638.750000 Penalty: 4638.254395
	Iteration 29Q: 3 clusters Score -1184639 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1184659.625000 Penalty: 4638.254395
	Iteration 30Q: 3 clusters Score -1184660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1184669.250000 Penalty: 4638.254395
	Iteration 31Q: 3 clusters Score -1184669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1184684.625000 Penalty: 4638.254395
	Iteration 32Q: 3 clusters Score -1184685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1184697.125000 Penalty: 4638.254395
	Iteration 33Q: 3 clusters Score -1184697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1184705.250000 Penalty: 4638.254395
	Iteration 34Q: 3 clusters Score -1184705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1184706.750000 Penalty: 4638.254395
	Iteration 35Q: 3 clusters Score -1184707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1184708.375000 Penalty: 4638.254395
	Iteration 36Q: 3 clusters Score -1184708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1184709.000000 Penalty: 4638.254395
	Iteration 37Q: 3 clusters Score -1184709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1184710.125000 Penalty: 4638.254395
	Iteration 38Q: 3 clusters Score -1184710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1184711.000000 Penalty: 4638.254395
	Iteration 39Q: 3 clusters Score -1184711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1184711.500000 Penalty: 4638.254395
	Iteration 40F: 3 clusters Score -1184712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1184711.625000 Penalty: 4638.254395
	Iteration 41Q: 3 clusters Score -1184712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1184712.625000 Penalty: 4638.254395
	Iteration 42Q: 3 clusters Score -1184713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1184715.500000 Penalty: 4638.254395
	Iteration 43Q: 3 clusters Score -1184716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1184715.250000 Penalty: 4638.254395
	Iteration 44Q: 3 clusters Score -1184715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1184714.125000 Penalty: 4638.254395
	Iteration 45Q: 3 clusters Score -1184714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1184715.125000 Penalty: 4638.254395
	Iteration 46Q: 3 clusters Score -1184715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1184716.750000 Penalty: 4638.254395
	Iteration 47Q: 3 clusters Score -1184717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1184716.875000 Penalty: 4638.254395
	Iteration 48Q: 3 clusters Score -1184717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1184716.875000 Penalty: 4638.254395
	Iteration 49F: 3 clusters Score -1184717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -249294.593750 Penalty: 2004.971436
	Iteration 0F: 2 clusters Score -249294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -245943.875000 Penalty: 4009.942871
	Iteration 0F: 3 clusters Score -245943.9 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -247017.875000 Penalty: 4009.942871
	Iteration 1F: 3 clusters Score -247017.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -247582.265625 Penalty: 4009.942871
	Iteration 2F: 3 clusters Score -247582.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -247959.140625 Penalty: 4009.942871
	Iteration 3F: 3 clusters Score -247959.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -248201.171875 Penalty: 4009.942871
	Iteration 4F: 3 clusters Score -248201.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -248352.343750 Penalty: 4009.942871
	Iteration 5Q: 3 clusters Score -248352.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -248460.593750 Penalty: 4009.942871
	Iteration 6Q: 3 clusters Score -248460.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -248532.890625 Penalty: 4009.942871
	Iteration 7Q: 3 clusters Score -248532.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -248570.484375 Penalty: 4009.942871
	Iteration 8Q: 3 clusters Score -248570.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -248592.671875 Penalty: 4009.942871
	Iteration 9Q: 3 clusters Score -248592.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -248611.578125 Penalty: 4009.942871
	Iteration 10Q: 3 clusters Score -248611.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -248637.078125 Penalty: 4009.942871
	Iteration 11Q: 3 clusters Score -248637.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -248663.609375 Penalty: 4009.942871
	Iteration 12Q: 3 clusters Score -248663.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -248686.484375 Penalty: 4009.942871
	Iteration 13Q: 3 clusters Score -248686.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -248710.046875 Penalty: 4009.942871
	Iteration 14Q: 3 clusters Score -248710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -248738.828125 Penalty: 4009.942871
	Iteration 15Q: 3 clusters Score -248738.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -248765.578125 Penalty: 4009.942871
	Iteration 16Q: 3 clusters Score -248765.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -248801.078125 Penalty: 4009.942871
	Iteration 17Q: 3 clusters Score -248801.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -248839.921875 Penalty: 4009.942871
	Iteration 18Q: 3 clusters Score -248839.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -248887.875000 Penalty: 4009.942871
	Iteration 19Q: 3 clusters Score -248887.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -248923.515625 Penalty: 4009.942871
	Iteration 20F: 3 clusters Score -248923.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -248947.140625 Penalty: 4009.942871
	Iteration 21Q: 3 clusters Score -248947.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -248967.718750 Penalty: 4009.942871
	Iteration 22Q: 3 clusters Score -248967.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -248989.843750 Penalty: 4009.942871
	Iteration 23Q: 3 clusters Score -248989.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -249005.156250 Penalty: 4009.942871
	Iteration 24Q: 3 clusters Score -249005.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -249018.625000 Penalty: 4009.942871
	Iteration 25Q: 3 clusters Score -249018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -249029.000000 Penalty: 4009.942871
	Iteration 26Q: 3 clusters Score -249029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -249034.968750 Penalty: 4009.942871
	Iteration 27Q: 3 clusters Score -249035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -249040.218750 Penalty: 4009.942871
	Iteration 28Q: 3 clusters Score -249040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -249043.609375 Penalty: 4009.942871
	Iteration 29Q: 3 clusters Score -249043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -249046.312500 Penalty: 4009.942871
	Iteration 30Q: 3 clusters Score -249046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -249047.562500 Penalty: 4009.942871
	Iteration 31Q: 3 clusters Score -249047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -249047.921875 Penalty: 4009.942871
	Iteration 32Q: 3 clusters Score -249047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -249047.921875 Penalty: 4009.942871
	Iteration 33F: 3 clusters Score -249047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -385661.125000 Penalty: 2023.737671
	Iteration 0F: 2 clusters Score -385661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382048.312500 Penalty: 4047.475342
	Iteration 0F: 3 clusters Score -382048.3 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -382827.468750 Penalty: 4047.475342
	Iteration 1F: 3 clusters Score -382827.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -383057.406250 Penalty: 4047.475342
	Iteration 2F: 3 clusters Score -383057.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -383198.281250 Penalty: 4047.475342
	Iteration 3F: 3 clusters Score -383198.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -383302.437500 Penalty: 4047.475342
	Iteration 4Q: 3 clusters Score -383302.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -383383.406250 Penalty: 4047.475342
	Iteration 5Q: 3 clusters Score -383383.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -383452.281250 Penalty: 4047.475342
	Iteration 6Q: 3 clusters Score -383452.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -383528.968750 Penalty: 4047.475342
	Iteration 7Q: 3 clusters Score -383529 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -383592.687500 Penalty: 4047.475342
	Iteration 8Q: 3 clusters Score -383592.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -383653.343750 Penalty: 4047.475342
	Iteration 9Q: 3 clusters Score -383653.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383714.875000 Penalty: 4047.475342
	Iteration 10Q: 3 clusters Score -383714.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -383772.937500 Penalty: 4047.475342
	Iteration 11Q: 3 clusters Score -383772.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -383822.937500 Penalty: 4047.475342
	Iteration 12Q: 3 clusters Score -383822.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -383871.593750 Penalty: 4047.475342
	Iteration 13Q: 3 clusters Score -383871.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -383906.062500 Penalty: 4047.475342
	Iteration 14Q: 3 clusters Score -383906.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -383937.750000 Penalty: 4047.475342
	Iteration 15Q: 3 clusters Score -383937.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -383964.406250 Penalty: 4047.475342
	Iteration 16Q: 3 clusters Score -383964.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -383986.687500 Penalty: 4047.475342
	Iteration 17Q: 3 clusters Score -383986.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -384005.718750 Penalty: 4047.475342
	Iteration 18Q: 3 clusters Score -384005.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -384032.250000 Penalty: 4047.475342
	Iteration 19Q: 3 clusters Score -384032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -384048.281250 Penalty: 4047.475342
	Iteration 20F: 3 clusters Score -384048.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -384066.375000 Penalty: 4047.475342
	Iteration 21Q: 3 clusters Score -384066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -384083.312500 Penalty: 4047.475342
	Iteration 22Q: 3 clusters Score -384083.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -384097.656250 Penalty: 4047.475342
	Iteration 23Q: 3 clusters Score -384097.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -384115.343750 Penalty: 4047.475342
	Iteration 24Q: 3 clusters Score -384115.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -384136.718750 Penalty: 4047.475342
	Iteration 25Q: 3 clusters Score -384136.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -384150.375000 Penalty: 4047.475342
	Iteration 26Q: 3 clusters Score -384150.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -384162.750000 Penalty: 4047.475342
	Iteration 27Q: 3 clusters Score -384162.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -384169.750000 Penalty: 4047.475342
	Iteration 28Q: 3 clusters Score -384169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -384177.187500 Penalty: 4047.475342
	Iteration 29Q: 3 clusters Score -384177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -384181.468750 Penalty: 4047.475342
	Iteration 30Q: 3 clusters Score -384181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -384186.250000 Penalty: 4047.475342
	Iteration 31Q: 3 clusters Score -384186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -384192.843750 Penalty: 4047.475342
	Iteration 32Q: 3 clusters Score -384192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -384196.781250 Penalty: 4047.475342
	Iteration 33Q: 3 clusters Score -384196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -384199.500000 Penalty: 4047.475342
	Iteration 34Q: 3 clusters Score -384199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -384202.000000 Penalty: 4047.475342
	Iteration 35Q: 3 clusters Score -384202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -384203.656250 Penalty: 4047.475342
	Iteration 36Q: 3 clusters Score -384203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -384205.125000 Penalty: 4047.475342
	Iteration 37Q: 3 clusters Score -384205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -384206.156250 Penalty: 4047.475342
	Iteration 38Q: 3 clusters Score -384206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -384206.156250 Penalty: 4047.475342
	Iteration 39F: 3 clusters Score -384206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -387454.343750 Penalty: 2034.011719
	Iteration 0F: 2 clusters Score -387454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -383890.437500 Penalty: 4068.023438
	Iteration 0F: 3 clusters Score -383890.4 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -384999.531250 Penalty: 4068.023438
	Iteration 1F: 3 clusters Score -384999.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -385535.156250 Penalty: 4068.023438
	Iteration 2F: 3 clusters Score -385535.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -385910.343750 Penalty: 4068.023438
	Iteration 3F: 3 clusters Score -385910.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -386146.187500 Penalty: 4068.023438
	Iteration 4F: 3 clusters Score -386146.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -386310.406250 Penalty: 4068.023438
	Iteration 5F: 3 clusters Score -386310.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -386421.468750 Penalty: 4068.023438
	Iteration 6Q: 3 clusters Score -386421.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -386496.125000 Penalty: 4068.023438
	Iteration 7Q: 3 clusters Score -386496.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -386553.125000 Penalty: 4068.023438
	Iteration 8Q: 3 clusters Score -386553.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -386601.750000 Penalty: 4068.023438
	Iteration 9Q: 3 clusters Score -386601.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -386639.593750 Penalty: 4068.023438
	Iteration 10Q: 3 clusters Score -386639.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -386665.187500 Penalty: 4068.023438
	Iteration 11Q: 3 clusters Score -386665.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -386686.312500 Penalty: 4068.023438
	Iteration 12Q: 3 clusters Score -386686.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -386699.031250 Penalty: 4068.023438
	Iteration 13Q: 3 clusters Score -386699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -386709.375000 Penalty: 4068.023438
	Iteration 14Q: 3 clusters Score -386709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -386724.312500 Penalty: 4068.023438
	Iteration 15Q: 3 clusters Score -386724.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -386738.968750 Penalty: 4068.023438
	Iteration 16Q: 3 clusters Score -386739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -386748.812500 Penalty: 4068.023438
	Iteration 17Q: 3 clusters Score -386748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -386757.781250 Penalty: 4068.023438
	Iteration 18Q: 3 clusters Score -386757.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -386767.656250 Penalty: 4068.023438
	Iteration 19Q: 3 clusters Score -386767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -386779.375000 Penalty: 4068.023438
	Iteration 20F: 3 clusters Score -386779.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -386787.062500 Penalty: 4068.023438
	Iteration 21Q: 3 clusters Score -386787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -386795.531250 Penalty: 4068.023438
	Iteration 22Q: 3 clusters Score -386795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -386802.000000 Penalty: 4068.023438
	Iteration 23Q: 3 clusters Score -386802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -386813.156250 Penalty: 4068.023438
	Iteration 24Q: 3 clusters Score -386813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -386817.937500 Penalty: 4068.023438
	Iteration 25Q: 3 clusters Score -386817.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -386822.125000 Penalty: 4068.023438
	Iteration 26Q: 3 clusters Score -386822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -386825.937500 Penalty: 4068.023438
	Iteration 27Q: 3 clusters Score -386825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -386831.000000 Penalty: 4068.023438
	Iteration 28Q: 3 clusters Score -386831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -386832.500000 Penalty: 4068.023438
	Iteration 29Q: 3 clusters Score -386832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -386834.781250 Penalty: 4068.023438
	Iteration 30Q: 3 clusters Score -386834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -386837.125000 Penalty: 4068.023438
	Iteration 31Q: 3 clusters Score -386837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -386837.718750 Penalty: 4068.023438
	Iteration 32Q: 3 clusters Score -386837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -386837.718750 Penalty: 4068.023438
	Iteration 33F: 3 clusters Score -386837.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Entering Unmasked Estep 
Score: -1707134.875000 Penalty: 2380.702881
	Iteration 0F: 2 clusters Score -1707135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1696472.875000 Penalty: 4761.405762
	Iteration 0F: 3 clusters Score -1696473 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1699912.500000 Penalty: 4761.405762
	Iteration 1F: 3 clusters Score -1699912 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1700221.500000 Penalty: 4761.405762
	Iteration 2F: 3 clusters Score -1700222 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1700417.000000 Penalty: 4761.405762
	Iteration 3Q: 3 clusters Score -1700417 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1700558.500000 Penalty: 4761.405762
	Iteration 4Q: 3 clusters Score -1700558 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1700689.875000 Penalty: 4761.405762
	Iteration 5Q: 3 clusters Score -1700690 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1700806.750000 Penalty: 4761.405762
	Iteration 6Q: 3 clusters Score -1700807 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1700916.750000 Penalty: 4761.405762
	Iteration 7Q: 3 clusters Score -1700917 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1701029.875000 Penalty: 4761.405762
	Iteration 8Q: 3 clusters Score -1701030 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1701187.750000 Penalty: 4761.405762
	Iteration 9Q: 3 clusters Score -1701188 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1701364.000000 Penalty: 4761.405762
	Iteration 10Q: 3 clusters Score -1701364 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1701588.250000 Penalty: 4761.405762
	Iteration 11Q: 3 clusters Score -1701588 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1701859.375000 Penalty: 4761.405762
	Iteration 12Q: 3 clusters Score -1701859 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1702173.000000 Penalty: 4761.405762
	Iteration 13Q: 3 clusters Score -1702173 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1702599.125000 Penalty: 4761.405762
	Iteration 14Q: 3 clusters Score -1702599 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1703089.125000 Penalty: 4761.405762
	Iteration 15Q: 3 clusters Score -1703089 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1703567.000000 Penalty: 4761.405762
	Iteration 16Q: 3 clusters Score -1703567 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1703978.500000 Penalty: 4761.405762
	Iteration 17Q: 3 clusters Score -1703978 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1704335.875000 Penalty: 4761.405762
	Iteration 18Q: 3 clusters Score -1704336 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1704563.375000 Penalty: 4761.405762
	Iteration 19Q: 3 clusters Score -1704563 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1704708.875000 Penalty: 4761.405762
	Iteration 20F: 3 clusters Score -1704709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1704813.250000 Penalty: 4761.405762
	Iteration 21Q: 3 clusters Score -1704813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1704889.250000 Penalty: 4761.405762
	Iteration 22Q: 3 clusters Score -1704889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1704949.250000 Penalty: 4761.405762
	Iteration 23Q: 3 clusters Score -1704949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1704999.375000 Penalty: 4761.405762
	Iteration 24Q: 3 clusters Score -1704999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1705032.250000 Penalty: 4761.405762
	Iteration 25Q: 3 clusters Score -1705032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1705056.625000 Penalty: 4761.405762
	Iteration 26Q: 3 clusters Score -1705057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1705071.500000 Penalty: 4761.405762
	Iteration 27Q: 3 clusters Score -1705072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1705077.875000 Penalty: 4761.405762
	Iteration 28Q: 3 clusters Score -1705078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1705088.750000 Penalty: 4761.405762
	Iteration 29Q: 3 clusters Score -1705089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1705095.125000 Penalty: 4761.405762
	Iteration 30Q: 3 clusters Score -1705095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1705101.125000 Penalty: 4761.405762
	Iteration 31Q: 3 clusters Score -1705101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1705103.875000 Penalty: 4761.405762
	Iteration 32Q: 3 clusters Score -1705104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1705106.500000 Penalty: 4761.405762
	Iteration 33Q: 3 clusters Score -1705106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1705106.500000 Penalty: 4761.405762
	Iteration 34F: 3 clusters Score -1705106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (25681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Entering Unmasked Estep 
Score: -2911473.750000 Penalty: 2518.069580
	Iteration 0F: 2 clusters Score -2911474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2893860.000000 Penalty: 5036.139160
	Iteration 0F: 3 clusters Score -2893860 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2900316.000000 Penalty: 5036.139160
	Iteration 1F: 3 clusters Score -2900316 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2900983.500000 Penalty: 5036.139160
	Iteration 2F: 3 clusters Score -2900984 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2901649.750000 Penalty: 5036.139160
	Iteration 3F: 3 clusters Score -2901650 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2902342.500000 Penalty: 5036.139160
	Iteration 4F: 3 clusters Score -2902342 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2903030.750000 Penalty: 5036.139160
	Iteration 5F: 3 clusters Score -2903031 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2903767.250000 Penalty: 5036.139160
	Iteration 6F: 3 clusters Score -2903767 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2904545.250000 Penalty: 5036.139160
	Iteration 7F: 3 clusters Score -2904545 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2905331.250000 Penalty: 5036.139160
	Iteration 8Q: 3 clusters Score -2905331 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2906091.750000 Penalty: 5036.139160
	Iteration 9Q: 3 clusters Score -2906092 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2906731.750000 Penalty: 5036.139160
	Iteration 10Q: 3 clusters Score -2906732 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2907314.250000 Penalty: 5036.139160
	Iteration 11Q: 3 clusters Score -2907314 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2907807.750000 Penalty: 5036.139160
	Iteration 12Q: 3 clusters Score -2907808 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2908259.500000 Penalty: 5036.139160
	Iteration 13Q: 3 clusters Score -2908260 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2908584.750000 Penalty: 5036.139160
	Iteration 14Q: 3 clusters Score -2908585 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2908804.750000 Penalty: 5036.139160
	Iteration 15Q: 3 clusters Score -2908805 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2908966.750000 Penalty: 5036.139160
	Iteration 16Q: 3 clusters Score -2908967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2909068.000000 Penalty: 5036.139160
	Iteration 17Q: 3 clusters Score -2909068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2909147.000000 Penalty: 5036.139160
	Iteration 18Q: 3 clusters Score -2909147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2909225.250000 Penalty: 5036.139160
	Iteration 19Q: 3 clusters Score -2909225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -2909252.000000 Penalty: 5036.139160
	Iteration 20F: 3 clusters Score -2909252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2909265.250000 Penalty: 5036.139160
	Iteration 21Q: 3 clusters Score -2909265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2909288.250000 Penalty: 5036.139160
	Iteration 22Q: 3 clusters Score -2909288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2909310.500000 Penalty: 5036.139160
	Iteration 23Q: 3 clusters Score -2909310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2909316.000000 Penalty: 5036.139160
	Iteration 24Q: 3 clusters Score -2909316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2909323.750000 Penalty: 5036.139160
	Iteration 25Q: 3 clusters Score -2909324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -2909339.750000 Penalty: 5036.139160
	Iteration 26Q: 3 clusters Score -2909340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2909344.000000 Penalty: 5036.139160
	Iteration 27Q: 3 clusters Score -2909344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -2909349.000000 Penalty: 5036.139160
	Iteration 28Q: 3 clusters Score -2909349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2909357.250000 Penalty: 5036.139160
	Iteration 29Q: 3 clusters Score -2909357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2909368.250000 Penalty: 5036.139160
	Iteration 30Q: 3 clusters Score -2909368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2909372.250000 Penalty: 5036.139160
	Iteration 31Q: 3 clusters Score -2909372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2909376.750000 Penalty: 5036.139160
	Iteration 32Q: 3 clusters Score -2909377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -2909381.750000 Penalty: 5036.139160
	Iteration 33Q: 3 clusters Score -2909382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2909387.250000 Penalty: 5036.139160
	Iteration 34Q: 3 clusters Score -2909387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2909395.000000 Penalty: 5036.139160
	Iteration 35Q: 3 clusters Score -2909395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2909401.750000 Penalty: 5036.139160
	Iteration 36Q: 3 clusters Score -2909402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2909401.250000 Penalty: 5036.139160
	Iteration 37Q: 3 clusters Score -2909401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2909403.500000 Penalty: 5036.139160
	Iteration 38Q: 3 clusters Score -2909404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2909403.500000 Penalty: 5036.139160
	Iteration 39Q: 3 clusters Score -2909404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2909405.500000 Penalty: 5036.139160
	Iteration 40F: 3 clusters Score -2909406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -229250.937500 Penalty: 1906.623291
	Iteration 0F: 2 clusters Score -229250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -226512.140625 Penalty: 3813.246582
	Iteration 0F: 3 clusters Score -226512.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -227049.484375 Penalty: 3813.246582
	Iteration 1F: 3 clusters Score -227049.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -227229.375000 Penalty: 3813.246582
	Iteration 2F: 3 clusters Score -227229.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227366.625000 Penalty: 3813.246582
	Iteration 3F: 3 clusters Score -227366.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227490.437500 Penalty: 3813.246582
	Iteration 4F: 3 clusters Score -227490.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227572.156250 Penalty: 3813.246582
	Iteration 5Q: 3 clusters Score -227572.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -227646.046875 Penalty: 3813.246582
	Iteration 6Q: 3 clusters Score -227646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227701.000000 Penalty: 3813.246582
	Iteration 7Q: 3 clusters Score -227701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227741.015625 Penalty: 3813.246582
	Iteration 8Q: 3 clusters Score -227741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227783.859375 Penalty: 3813.246582
	Iteration 9Q: 3 clusters Score -227783.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227815.046875 Penalty: 3813.246582
	Iteration 10Q: 3 clusters Score -227815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227841.250000 Penalty: 3813.246582
	Iteration 11Q: 3 clusters Score -227841.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -227858.906250 Penalty: 3813.246582
	Iteration 12Q: 3 clusters Score -227858.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227879.328125 Penalty: 3813.246582
	Iteration 13Q: 3 clusters Score -227879.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227895.453125 Penalty: 3813.246582
	Iteration 14Q: 3 clusters Score -227895.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227920.656250 Penalty: 3813.246582
	Iteration 15Q: 3 clusters Score -227920.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227936.968750 Penalty: 3813.246582
	Iteration 16Q: 3 clusters Score -227937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -227946.875000 Penalty: 3813.246582
	Iteration 17Q: 3 clusters Score -227946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -227956.984375 Penalty: 3813.246582
	Iteration 18Q: 3 clusters Score -227957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -227968.500000 Penalty: 3813.246582
	Iteration 19Q: 3 clusters Score -227968.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -227983.546875 Penalty: 3813.246582
	Iteration 20F: 3 clusters Score -227983.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227995.078125 Penalty: 3813.246582
	Iteration 21Q: 3 clusters Score -227995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -228014.640625 Penalty: 3813.246582
	Iteration 22Q: 3 clusters Score -228014.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -228050.890625 Penalty: 3813.246582
	Iteration 23Q: 3 clusters Score -228050.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -228100.218750 Penalty: 3813.246582
	Iteration 24Q: 3 clusters Score -228100.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -228147.171875 Penalty: 3813.246582
	Iteration 25Q: 3 clusters Score -228147.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -228179.171875 Penalty: 3813.246582
	Iteration 26Q: 3 clusters Score -228179.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -228211.875000 Penalty: 3813.246582
	Iteration 27Q: 3 clusters Score -228211.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -228240.234375 Penalty: 3813.246582
	Iteration 28Q: 3 clusters Score -228240.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228277.750000 Penalty: 3813.246582
	Iteration 29Q: 3 clusters Score -228277.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228328.078125 Penalty: 3813.246582
	Iteration 30Q: 3 clusters Score -228328.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -228386.046875 Penalty: 3813.246582
	Iteration 31Q: 3 clusters Score -228386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -228473.109375 Penalty: 3813.246582
	Iteration 32Q: 3 clusters Score -228473.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -228599.171875 Penalty: 3813.246582
	Iteration 33Q: 3 clusters Score -228599.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -228745.859375 Penalty: 3813.246582
	Iteration 34Q: 3 clusters Score -228745.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -228869.781250 Penalty: 3813.246582
	Iteration 35Q: 3 clusters Score -228869.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -228917.546875 Penalty: 3813.246582
	Iteration 36Q: 3 clusters Score -228917.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228954.750000 Penalty: 3813.246582
	Iteration 37Q: 3 clusters Score -228954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -228973.421875 Penalty: 3813.246582
	Iteration 38Q: 3 clusters Score -228973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -228979.812500 Penalty: 3813.246582
	Iteration 39Q: 3 clusters Score -228979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -228981.546875 Penalty: 3813.246582
	Iteration 40F: 3 clusters Score -228981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -228983.687500 Penalty: 3813.246582
	Iteration 41Q: 3 clusters Score -228983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -228984.156250 Penalty: 3813.246582
	Iteration 42Q: 3 clusters Score -228984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -228984.156250 Penalty: 3813.246582
	Iteration 43F: 3 clusters Score -228984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -549446.500000 Penalty: 2120.747559
	Iteration 0F: 2 clusters Score -549446.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -544834.750000 Penalty: 4241.495117
	Iteration 0F: 3 clusters Score -544834.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -546080.000000 Penalty: 4241.495117
	Iteration 1F: 3 clusters Score -546080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -546428.750000 Penalty: 4241.495117
	Iteration 2F: 3 clusters Score -546428.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -546654.750000 Penalty: 4241.495117
	Iteration 3F: 3 clusters Score -546654.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -546840.750000 Penalty: 4241.495117
	Iteration 4Q: 3 clusters Score -546840.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -546977.500000 Penalty: 4241.495117
	Iteration 5Q: 3 clusters Score -546977.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -547113.000000 Penalty: 4241.495117
	Iteration 6Q: 3 clusters Score -547113 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -547277.750000 Penalty: 4241.495117
	Iteration 7Q: 3 clusters Score -547277.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -547440.125000 Penalty: 4241.495117
	Iteration 8Q: 3 clusters Score -547440.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -547607.500000 Penalty: 4241.495117
	Iteration 9Q: 3 clusters Score -547607.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -547742.812500 Penalty: 4241.495117
	Iteration 10Q: 3 clusters Score -547742.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -547815.875000 Penalty: 4241.495117
	Iteration 11Q: 3 clusters Score -547815.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -547876.625000 Penalty: 4241.495117
	Iteration 12Q: 3 clusters Score -547876.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -547926.687500 Penalty: 4241.495117
	Iteration 13Q: 3 clusters Score -547926.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -547985.125000 Penalty: 4241.495117
	Iteration 14Q: 3 clusters Score -547985.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -548038.062500 Penalty: 4241.495117
	Iteration 15Q: 3 clusters Score -548038.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -548086.812500 Penalty: 4241.495117
	Iteration 16Q: 3 clusters Score -548086.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -548129.187500 Penalty: 4241.495117
	Iteration 17Q: 3 clusters Score -548129.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -548168.625000 Penalty: 4241.495117
	Iteration 18Q: 3 clusters Score -548168.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -548205.562500 Penalty: 4241.495117
	Iteration 19Q: 3 clusters Score -548205.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -548230.250000 Penalty: 4241.495117
	Iteration 20F: 3 clusters Score -548230.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -548246.375000 Penalty: 4241.495117
	Iteration 21Q: 3 clusters Score -548246.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -548262.437500 Penalty: 4241.495117
	Iteration 22Q: 3 clusters Score -548262.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -548278.812500 Penalty: 4241.495117
	Iteration 23Q: 3 clusters Score -548278.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -548294.000000 Penalty: 4241.495117
	Iteration 24Q: 3 clusters Score -548294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -548305.937500 Penalty: 4241.495117
	Iteration 25Q: 3 clusters Score -548305.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -548314.500000 Penalty: 4241.495117
	Iteration 26Q: 3 clusters Score -548314.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -548322.437500 Penalty: 4241.495117
	Iteration 27Q: 3 clusters Score -548322.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -548330.187500 Penalty: 4241.495117
	Iteration 28Q: 3 clusters Score -548330.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -548337.437500 Penalty: 4241.495117
	Iteration 29Q: 3 clusters Score -548337.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -548342.562500 Penalty: 4241.495117
	Iteration 30Q: 3 clusters Score -548342.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -548352.750000 Penalty: 4241.495117
	Iteration 31Q: 3 clusters Score -548352.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -548361.562500 Penalty: 4241.495117
	Iteration 32Q: 3 clusters Score -548361.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -548367.625000 Penalty: 4241.495117
	Iteration 33Q: 3 clusters Score -548367.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -548374.687500 Penalty: 4241.495117
	Iteration 34Q: 3 clusters Score -548374.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -548382.375000 Penalty: 4241.495117
	Iteration 35Q: 3 clusters Score -548382.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -548386.937500 Penalty: 4241.495117
	Iteration 36Q: 3 clusters Score -548386.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -548391.125000 Penalty: 4241.495117
	Iteration 37Q: 3 clusters Score -548391.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -548393.687500 Penalty: 4241.495117
	Iteration 38Q: 3 clusters Score -548393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -548397.187500 Penalty: 4241.495117
	Iteration 39Q: 3 clusters Score -548397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -548401.125000 Penalty: 4241.495117
	Iteration 40F: 3 clusters Score -548401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -548405.812500 Penalty: 4241.495117
	Iteration 41Q: 3 clusters Score -548405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -548409.687500 Penalty: 4241.495117
	Iteration 42Q: 3 clusters Score -548409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -548412.187500 Penalty: 4241.495117
	Iteration 43Q: 3 clusters Score -548412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -548412.375000 Penalty: 4241.495117
	Iteration 44Q: 3 clusters Score -548412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -548412.062500 Penalty: 4241.495117
	Iteration 45Q: 3 clusters Score -548412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -548412.062500 Penalty: 4241.495117
	Iteration 46F: 3 clusters Score -548412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -381785.718750 Penalty: 2029.966919
	Iteration 0F: 2 clusters Score -381785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -378177.968750 Penalty: 4059.933838
	Iteration 0F: 3 clusters Score -378178 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -379046.031250 Penalty: 4059.933838
	Iteration 1F: 3 clusters Score -379046 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -379316.343750 Penalty: 4059.933838
	Iteration 2F: 3 clusters Score -379316.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -379537.375000 Penalty: 4059.933838
	Iteration 3F: 3 clusters Score -379537.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -379736.812500 Penalty: 4059.933838
	Iteration 4F: 3 clusters Score -379736.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -379924.125000 Penalty: 4059.933838
	Iteration 5Q: 3 clusters Score -379924.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -380067.125000 Penalty: 4059.933838
	Iteration 6Q: 3 clusters Score -380067.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -380205.250000 Penalty: 4059.933838
	Iteration 7Q: 3 clusters Score -380205.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -380310.406250 Penalty: 4059.933838
	Iteration 8Q: 3 clusters Score -380310.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -380374.343750 Penalty: 4059.933838
	Iteration 9Q: 3 clusters Score -380374.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -380425.843750 Penalty: 4059.933838
	Iteration 10Q: 3 clusters Score -380425.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -380469.000000 Penalty: 4059.933838
	Iteration 11Q: 3 clusters Score -380469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -380505.187500 Penalty: 4059.933838
	Iteration 12Q: 3 clusters Score -380505.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -380531.843750 Penalty: 4059.933838
	Iteration 13Q: 3 clusters Score -380531.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -380547.562500 Penalty: 4059.933838
	Iteration 14Q: 3 clusters Score -380547.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -380559.406250 Penalty: 4059.933838
	Iteration 15Q: 3 clusters Score -380559.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -380569.468750 Penalty: 4059.933838
	Iteration 16Q: 3 clusters Score -380569.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -380578.312500 Penalty: 4059.933838
	Iteration 17Q: 3 clusters Score -380578.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -380587.593750 Penalty: 4059.933838
	Iteration 18Q: 3 clusters Score -380587.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -380600.687500 Penalty: 4059.933838
	Iteration 19Q: 3 clusters Score -380600.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -380611.531250 Penalty: 4059.933838
	Iteration 20F: 3 clusters Score -380611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -380616.156250 Penalty: 4059.933838
	Iteration 21Q: 3 clusters Score -380616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -380621.281250 Penalty: 4059.933838
	Iteration 22Q: 3 clusters Score -380621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -380625.031250 Penalty: 4059.933838
	Iteration 23Q: 3 clusters Score -380625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -380628.937500 Penalty: 4059.933838
	Iteration 24Q: 3 clusters Score -380628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -380633.093750 Penalty: 4059.933838
	Iteration 25Q: 3 clusters Score -380633.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -380635.968750 Penalty: 4059.933838
	Iteration 26Q: 3 clusters Score -380636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -380640.781250 Penalty: 4059.933838
	Iteration 27Q: 3 clusters Score -380640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -380649.593750 Penalty: 4059.933838
	Iteration 28Q: 3 clusters Score -380649.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -380657.000000 Penalty: 4059.933838
	Iteration 29Q: 3 clusters Score -380657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -380662.093750 Penalty: 4059.933838
	Iteration 30Q: 3 clusters Score -380662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -380664.000000 Penalty: 4059.933838
	Iteration 31Q: 3 clusters Score -380664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -380666.125000 Penalty: 4059.933838
	Iteration 32Q: 3 clusters Score -380666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380668.375000 Penalty: 4059.933838
	Iteration 33Q: 3 clusters Score -380668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -380671.812500 Penalty: 4059.933838
	Iteration 34Q: 3 clusters Score -380671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -380673.656250 Penalty: 4059.933838
	Iteration 35Q: 3 clusters Score -380673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -380676.031250 Penalty: 4059.933838
	Iteration 36Q: 3 clusters Score -380676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -380677.656250 Penalty: 4059.933838
	Iteration 37Q: 3 clusters Score -380677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -380678.375000 Penalty: 4059.933838
	Iteration 38Q: 3 clusters Score -380678.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -380679.750000 Penalty: 4059.933838
	Iteration 39Q: 3 clusters Score -380679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -380680.125000 Penalty: 4059.933838
	Iteration 40F: 3 clusters Score -380680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -380680.312500 Penalty: 4059.933838
	Iteration 41Q: 3 clusters Score -380680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -380680.312500 Penalty: 4059.933838
	Iteration 42F: 3 clusters Score -380680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -215117.687500 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -215117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -212543.312500 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -212543.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212988.187500 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -212988.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -213131.968750 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -213132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -213198.687500 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -213198.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213229.593750 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -213229.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213254.796875 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -213254.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213274.937500 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -213274.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213295.515625 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -213295.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -213304.875000 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -213304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -213308.171875 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -213308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -213311.812500 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -213311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -213314.296875 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -213314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -213320.203125 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -213320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -213325.531250 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -213325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -213329.468750 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -213329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -213332.484375 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -213332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -213335.062500 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -213335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -213337.671875 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -213337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -213341.375000 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -213341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213342.390625 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -213342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -213345.421875 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -213345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -213346.078125 Penalty: 3758.252441
	Iteration 21Q: 3 clusters Score -213346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213346.421875 Penalty: 3758.252441
	Iteration 22Q: 3 clusters Score -213346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -213347.140625 Penalty: 3758.252441
	Iteration 23Q: 3 clusters Score -213347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -213347.140625 Penalty: 3758.252441
	Iteration 24F: 3 clusters Score -213347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (54503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Entering Unmasked Estep 
Score: -6256610.500000 Penalty: 2704.690674
	Iteration 0F: 2 clusters Score -6256610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6219798.000000 Penalty: 5409.381348
	Iteration 0F: 3 clusters Score -6219798 nChanged 25392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6234003.000000 Penalty: 5409.381348
	Iteration 1F: 3 clusters Score -6234003 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6234806.000000 Penalty: 5409.381348
	Iteration 2Q: 3 clusters Score -6234806 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -6235937.500000 Penalty: 5409.381348
	Iteration 3Q: 3 clusters Score -6235938 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6237423.000000 Penalty: 5409.381348
	Iteration 4F: 3 clusters Score -6237423 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -6239271.000000 Penalty: 5409.381348
	Iteration 5F: 3 clusters Score -6239271 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6241291.000000 Penalty: 5409.381348
	Iteration 6F: 3 clusters Score -6241291 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -6243357.500000 Penalty: 5409.381348
	Iteration 7F: 3 clusters Score -6243358 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -6245186.000000 Penalty: 5409.381348
	Iteration 8F: 3 clusters Score -6245186 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -6246897.500000 Penalty: 5409.381348
	Iteration 9F: 3 clusters Score -6246898 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6248243.000000 Penalty: 5409.381348
	Iteration 10Q: 3 clusters Score -6248243 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -6249174.500000 Penalty: 5409.381348
	Iteration 11Q: 3 clusters Score -6249174 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -6249818.500000 Penalty: 5409.381348
	Iteration 12Q: 3 clusters Score -6249818 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -6250288.000000 Penalty: 5409.381348
	Iteration 13Q: 3 clusters Score -6250288 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -6250596.500000 Penalty: 5409.381348
	Iteration 14Q: 3 clusters Score -6250596 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6250818.000000 Penalty: 5409.381348
	Iteration 15Q: 3 clusters Score -6250818 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -6251078.000000 Penalty: 5409.381348
	Iteration 16Q: 3 clusters Score -6251078 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -6251285.500000 Penalty: 5409.381348
	Iteration 17Q: 3 clusters Score -6251286 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -6251462.000000 Penalty: 5409.381348
	Iteration 18Q: 3 clusters Score -6251462 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -6251652.000000 Penalty: 5409.381348
	Iteration 19Q: 3 clusters Score -6251652 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6251849.000000 Penalty: 5409.381348
	Iteration 20F: 3 clusters Score -6251849 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -6252015.000000 Penalty: 5409.381348
	Iteration 21Q: 3 clusters Score -6252015 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -6252157.000000 Penalty: 5409.381348
	Iteration 22Q: 3 clusters Score -6252157 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6252330.000000 Penalty: 5409.381348
	Iteration 23Q: 3 clusters Score -6252330 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6252527.500000 Penalty: 5409.381348
	Iteration 24Q: 3 clusters Score -6252528 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6252685.000000 Penalty: 5409.381348
	Iteration 25Q: 3 clusters Score -6252685 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -6252837.000000 Penalty: 5409.381348
	Iteration 26Q: 3 clusters Score -6252837 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6253008.500000 Penalty: 5409.381348
	Iteration 27Q: 3 clusters Score -6253008 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6253167.000000 Penalty: 5409.381348
	Iteration 28Q: 3 clusters Score -6253167 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6253336.500000 Penalty: 5409.381348
	Iteration 29Q: 3 clusters Score -6253336 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6253529.000000 Penalty: 5409.381348
	Iteration 30Q: 3 clusters Score -6253529 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -6253675.000000 Penalty: 5409.381348
	Iteration 31Q: 3 clusters Score -6253675 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6253831.500000 Penalty: 5409.381348
	Iteration 32Q: 3 clusters Score -6253832 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6253933.000000 Penalty: 5409.381348
	Iteration 33Q: 3 clusters Score -6253933 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6254094.000000 Penalty: 5409.381348
	Iteration 34Q: 3 clusters Score -6254094 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6254258.000000 Penalty: 5409.381348
	Iteration 35Q: 3 clusters Score -6254258 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6254406.500000 Penalty: 5409.381348
	Iteration 36Q: 3 clusters Score -6254406 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6254568.000000 Penalty: 5409.381348
	Iteration 37Q: 3 clusters Score -6254568 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6254691.000000 Penalty: 5409.381348
	Iteration 38Q: 3 clusters Score -6254691 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6254907.000000 Penalty: 5409.381348
	Iteration 39Q: 3 clusters Score -6254907 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6255162.000000 Penalty: 5409.381348
	Iteration 40F: 3 clusters Score -6255162 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -6255595.500000 Penalty: 5409.381348
	Iteration 41Q: 3 clusters Score -6255596 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6255928.500000 Penalty: 5409.381348
	Iteration 42Q: 3 clusters Score -6255928 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6256089.000000 Penalty: 5409.381348
	Iteration 43Q: 3 clusters Score -6256089 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6256135.000000 Penalty: 5409.381348
	Iteration 44Q: 3 clusters Score -6256135 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6256200.000000 Penalty: 5409.381348
	Iteration 45Q: 3 clusters Score -6256200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6256237.500000 Penalty: 5409.381348
	Iteration 46Q: 3 clusters Score -6256238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -6256265.000000 Penalty: 5409.381348
	Iteration 47Q: 3 clusters Score -6256265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -6256278.500000 Penalty: 5409.381348
	Iteration 48Q: 3 clusters Score -6256278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -6256289.000000 Penalty: 5409.381348
	Iteration 49Q: 3 clusters Score -6256289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -6256332.000000 Penalty: 5409.381348
	Iteration 50Q: 3 clusters Score -6256332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6256356.000000 Penalty: 5409.381348
	Iteration 51Q: 3 clusters Score -6256356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6256384.000000 Penalty: 5409.381348
	Iteration 52Q: 3 clusters Score -6256384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -6256416.000000 Penalty: 5409.381348
	Iteration 53Q: 3 clusters Score -6256416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6256478.500000 Penalty: 5409.381348
	Iteration 54Q: 3 clusters Score -6256478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -6256513.500000 Penalty: 5409.381348
	Iteration 55Q: 3 clusters Score -6256514 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -6256584.500000 Penalty: 5409.381348
	Iteration 56Q: 3 clusters Score -6256584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6256649.500000 Penalty: 5409.381348
	Iteration 57Q: 3 clusters Score -6256650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6256674.000000 Penalty: 5409.381348
	Iteration 58Q: 3 clusters Score -6256674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -6256747.500000 Penalty: 5409.381348
	Iteration 59Q: 3 clusters Score -6256748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -6256839.500000 Penalty: 5409.381348
	Iteration 60F: 3 clusters Score -6256840 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6256901.500000 Penalty: 5409.381348
	Iteration 61Q: 3 clusters Score -6256902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -6256946.500000 Penalty: 5409.381348
	Iteration 62Q: 3 clusters Score -6256946 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -6257003.000000 Penalty: 5409.381348
	Iteration 63Q: 3 clusters Score -6257003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -6257030.500000 Penalty: 5409.381348
	Iteration 64Q: 3 clusters Score -6257030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6257070.000000 Penalty: 5409.381348
	Iteration 65Q: 3 clusters Score -6257070 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -6257097.500000 Penalty: 5409.381348
	Iteration 66Q: 3 clusters Score -6257098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6257127.500000 Penalty: 5409.381348
	Iteration 67Q: 3 clusters Score -6257128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6257152.000000 Penalty: 5409.381348
	Iteration 68Q: 3 clusters Score -6257152 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -6257163.000000 Penalty: 5409.381348
	Iteration 69Q: 3 clusters Score -6257163 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -6257197.000000 Penalty: 5409.381348
	Iteration 70Q: 3 clusters Score -6257197 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6257227.500000 Penalty: 5409.381348
	Iteration 71Q: 3 clusters Score -6257228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -6257275.500000 Penalty: 5409.381348
	Iteration 72Q: 3 clusters Score -6257276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6257272.500000 Penalty: 5409.381348
	Iteration 73Q: 3 clusters Score -6257272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -6257328.500000 Penalty: 5409.381348
	Iteration 74Q: 3 clusters Score -6257328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6257363.500000 Penalty: 5409.381348
	Iteration 75Q: 3 clusters Score -6257364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6257370.000000 Penalty: 5409.381348
	Iteration 76Q: 3 clusters Score -6257370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6257400.500000 Penalty: 5409.381348
	Iteration 77Q: 3 clusters Score -6257400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6257397.000000 Penalty: 5409.381348
	Iteration 78Q: 3 clusters Score -6257397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6257427.500000 Penalty: 5409.381348
	Iteration 79Q: 3 clusters Score -6257428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -6257429.000000 Penalty: 5409.381348
	Iteration 80F: 3 clusters Score -6257429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6257445.500000 Penalty: 5409.381348
	Iteration 81Q: 3 clusters Score -6257446 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -6257468.000000 Penalty: 5409.381348
	Iteration 82Q: 3 clusters Score -6257468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6257489.000000 Penalty: 5409.381348
	Iteration 83Q: 3 clusters Score -6257489 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -6257499.000000 Penalty: 5409.381348
	Iteration 84Q: 3 clusters Score -6257499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6257491.500000 Penalty: 5409.381348
	Iteration 85Q: 3 clusters Score -6257492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -6257494.000000 Penalty: 5409.381348
	Iteration 86Q: 3 clusters Score -6257494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6257505.500000 Penalty: 5409.381348
	Iteration 87Q: 3 clusters Score -6257506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6257521.000000 Penalty: 5409.381348
	Iteration 88Q: 3 clusters Score -6257521 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6257521.500000 Penalty: 5409.381348
	Iteration 89Q: 3 clusters Score -6257522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -6257545.000000 Penalty: 5409.381348
	Iteration 90Q: 3 clusters Score -6257545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -6257552.500000 Penalty: 5409.381348
	Iteration 91Q: 3 clusters Score -6257552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -6257554.500000 Penalty: 5409.381348
	Iteration 92Q: 3 clusters Score -6257554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -6257558.500000 Penalty: 5409.381348
	Iteration 93Q: 3 clusters Score -6257558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -6257559.500000 Penalty: 5409.381348
	Iteration 94Q: 3 clusters Score -6257560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -6257572.500000 Penalty: 5409.381348
	Iteration 95Q: 3 clusters Score -6257572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -6257572.000000 Penalty: 5409.381348
	Iteration 96Q: 3 clusters Score -6257572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6257582.500000 Penalty: 5409.381348
	Iteration 97Q: 3 clusters Score -6257582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -6257571.000000 Penalty: 5409.381348
	Iteration 98Q: 3 clusters Score -6257571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6257571.000000 Penalty: 5409.381348
	Iteration 99Q: 3 clusters Score -6257571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -6257569.500000 Penalty: 5409.381348
	Iteration 100F: 3 clusters Score -6257570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6257589.000000 Penalty: 5409.381348
	Iteration 101Q: 3 clusters Score -6257589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6257599.500000 Penalty: 5409.381348
	Iteration 102Q: 3 clusters Score -6257600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -6257601.000000 Penalty: 5409.381348
	Iteration 103Q: 3 clusters Score -6257601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -6257599.500000 Penalty: 5409.381348
	Iteration 104Q: 3 clusters Score -6257600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -6257593.500000 Penalty: 5409.381348
	Iteration 105Q: 3 clusters Score -6257594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6257607.500000 Penalty: 5409.381348
	Iteration 106Q: 3 clusters Score -6257608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -6257610.000000 Penalty: 5409.381348
	Iteration 107Q: 3 clusters Score -6257610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -6257609.000000 Penalty: 5409.381348
	Iteration 108Q: 3 clusters Score -6257609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -6257604.000000 Penalty: 5409.381348
	Iteration 109Q: 3 clusters Score -6257604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -6257604.500000 Penalty: 5409.381348
	Iteration 110Q: 3 clusters Score -6257604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6257593.000000 Penalty: 5409.381348
	Iteration 111Q: 3 clusters Score -6257593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -6257600.500000 Penalty: 5409.381348
	Iteration 112Q: 3 clusters Score -6257600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -6257605.000000 Penalty: 5409.381348
	Iteration 113Q: 3 clusters Score -6257605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -6257611.000000 Penalty: 5409.381348
	Iteration 114Q: 3 clusters Score -6257611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -6257607.500000 Penalty: 5409.381348
	Iteration 115Q: 3 clusters Score -6257608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6257616.500000 Penalty: 5409.381348
	Iteration 116Q: 3 clusters Score -6257616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6257623.500000 Penalty: 5409.381348
	Iteration 117Q: 3 clusters Score -6257624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -6257620.000000 Penalty: 5409.381348
	Iteration 118Q: 3 clusters Score -6257620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -6257615.500000 Penalty: 5409.381348
	Iteration 119Q: 3 clusters Score -6257616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6257638.000000 Penalty: 5409.381348
	Iteration 120F: 3 clusters Score -6257638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -6257619.500000 Penalty: 5409.381348
	Iteration 121Q: 3 clusters Score -6257620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -6257622.000000 Penalty: 5409.381348
	Iteration 122Q: 3 clusters Score -6257622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6257635.000000 Penalty: 5409.381348
	Iteration 123Q: 3 clusters Score -6257635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6257644.000000 Penalty: 5409.381348
	Iteration 124Q: 3 clusters Score -6257644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -6257631.500000 Penalty: 5409.381348
	Iteration 125Q: 3 clusters Score -6257632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -6257629.000000 Penalty: 5409.381348
	Iteration 126Q: 3 clusters Score -6257629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -6257635.500000 Penalty: 5409.381348
	Iteration 127Q: 3 clusters Score -6257636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -6257635.000000 Penalty: 5409.381348
	Iteration 128Q: 3 clusters Score -6257635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -6257621.000000 Penalty: 5409.381348
	Iteration 129Q: 3 clusters Score -6257621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -6257626.000000 Penalty: 5409.381348
	Iteration 130Q: 3 clusters Score -6257626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6257636.000000 Penalty: 5409.381348
	Iteration 131Q: 3 clusters Score -6257636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -6257639.500000 Penalty: 5409.381348
	Iteration 132Q: 3 clusters Score -6257640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -6257638.500000 Penalty: 5409.381348
	Iteration 133Q: 3 clusters Score -6257638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -6257643.500000 Penalty: 5409.381348
	Iteration 134Q: 3 clusters Score -6257644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -6257645.500000 Penalty: 5409.381348
	Iteration 135Q: 3 clusters Score -6257646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -6257650.500000 Penalty: 5409.381348
	Iteration 136Q: 3 clusters Score -6257650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6257654.500000 Penalty: 5409.381348
	Iteration 137Q: 3 clusters Score -6257654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -6257662.500000 Penalty: 5409.381348
	Iteration 138Q: 3 clusters Score -6257662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -6257662.500000 Penalty: 5409.381348
	Iteration 139Q: 3 clusters Score -6257662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6257663.500000 Penalty: 5409.381348
	Iteration 140F: 3 clusters Score -6257664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -6257663.500000 Penalty: 5409.381348
	Iteration 141Q: 3 clusters Score -6257664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -6257662.000000 Penalty: 5409.381348
	Iteration 142Q: 3 clusters Score -6257662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -6257662.000000 Penalty: 5409.381348
	Iteration 143Q: 3 clusters Score -6257662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6257668.500000 Penalty: 5409.381348
	Iteration 144Q: 3 clusters Score -6257668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -6257668.000000 Penalty: 5409.381348
	Iteration 145Q: 3 clusters Score -6257668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6257667.000000 Penalty: 5409.381348
	Iteration 146Q: 3 clusters Score -6257667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6257667.000000 Penalty: 5409.381348
	Iteration 147F: 3 clusters Score -6257667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 9899 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 44604 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212294128.000000 Penalty: 366495.125000
Splitting cluster 64 changes total score from -212294928.000000 to -212294128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -423550.281250 Penalty: 2103.685303
	Iteration 0F: 2 clusters Score -423550.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -419243.437500 Penalty: 4207.370605
	Iteration 0F: 3 clusters Score -419243.4 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -420816.000000 Penalty: 4207.370605
	Iteration 1F: 3 clusters Score -420816 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -421461.437500 Penalty: 4207.370605
	Iteration 2F: 3 clusters Score -421461.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -421929.468750 Penalty: 4207.370605
	Iteration 3F: 3 clusters Score -421929.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -422259.375000 Penalty: 4207.370605
	Iteration 4F: 3 clusters Score -422259.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -422504.500000 Penalty: 4207.370605
	Iteration 5F: 3 clusters Score -422504.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -422643.968750 Penalty: 4207.370605
	Iteration 6Q: 3 clusters Score -422644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -422737.187500 Penalty: 4207.370605
	Iteration 7Q: 3 clusters Score -422737.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -422820.093750 Penalty: 4207.370605
	Iteration 8Q: 3 clusters Score -422820.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -422886.750000 Penalty: 4207.370605
	Iteration 9Q: 3 clusters Score -422886.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -422947.656250 Penalty: 4207.370605
	Iteration 10Q: 3 clusters Score -422947.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -422981.343750 Penalty: 4207.370605
	Iteration 11Q: 3 clusters Score -422981.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -423004.718750 Penalty: 4207.370605
	Iteration 12Q: 3 clusters Score -423004.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -423022.125000 Penalty: 4207.370605
	Iteration 13Q: 3 clusters Score -423022.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -423033.875000 Penalty: 4207.370605
	Iteration 14Q: 3 clusters Score -423033.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -423046.031250 Penalty: 4207.370605
	Iteration 15Q: 3 clusters Score -423046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -423051.187500 Penalty: 4207.370605
	Iteration 16Q: 3 clusters Score -423051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -423056.406250 Penalty: 4207.370605
	Iteration 17Q: 3 clusters Score -423056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -423062.125000 Penalty: 4207.370605
	Iteration 18Q: 3 clusters Score -423062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -423066.187500 Penalty: 4207.370605
	Iteration 19Q: 3 clusters Score -423066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -423068.437500 Penalty: 4207.370605
	Iteration 20F: 3 clusters Score -423068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -423070.312500 Penalty: 4207.370605
	Iteration 21Q: 3 clusters Score -423070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -423071.750000 Penalty: 4207.370605
	Iteration 22Q: 3 clusters Score -423071.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -423076.093750 Penalty: 4207.370605
	Iteration 23Q: 3 clusters Score -423076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -423082.156250 Penalty: 4207.370605
	Iteration 24Q: 3 clusters Score -423082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -423086.593750 Penalty: 4207.370605
	Iteration 25Q: 3 clusters Score -423086.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -423094.281250 Penalty: 4207.370605
	Iteration 26Q: 3 clusters Score -423094.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -423104.156250 Penalty: 4207.370605
	Iteration 27Q: 3 clusters Score -423104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -423111.937500 Penalty: 4207.370605
	Iteration 28Q: 3 clusters Score -423111.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -423117.718750 Penalty: 4207.370605
	Iteration 29Q: 3 clusters Score -423117.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -423123.187500 Penalty: 4207.370605
	Iteration 30Q: 3 clusters Score -423123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -423125.656250 Penalty: 4207.370605
	Iteration 31Q: 3 clusters Score -423125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423128.375000 Penalty: 4207.370605
	Iteration 32Q: 3 clusters Score -423128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -423131.218750 Penalty: 4207.370605
	Iteration 33Q: 3 clusters Score -423131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -423133.031250 Penalty: 4207.370605
	Iteration 34Q: 3 clusters Score -423133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -423136.812500 Penalty: 4207.370605
	Iteration 35Q: 3 clusters Score -423136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -423139.062500 Penalty: 4207.370605
	Iteration 36Q: 3 clusters Score -423139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -423139.781250 Penalty: 4207.370605
	Iteration 37Q: 3 clusters Score -423139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -423142.687500 Penalty: 4207.370605
	Iteration 38Q: 3 clusters Score -423142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -423146.750000 Penalty: 4207.370605
	Iteration 39Q: 3 clusters Score -423146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -423155.187500 Penalty: 4207.370605
	Iteration 40F: 3 clusters Score -423155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -423161.500000 Penalty: 4207.370605
	Iteration 41Q: 3 clusters Score -423161.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -423170.031250 Penalty: 4207.370605
	Iteration 42Q: 3 clusters Score -423170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -423176.843750 Penalty: 4207.370605
	Iteration 43Q: 3 clusters Score -423176.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -423181.531250 Penalty: 4207.370605
	Iteration 44Q: 3 clusters Score -423181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -423185.062500 Penalty: 4207.370605
	Iteration 45Q: 3 clusters Score -423185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -423189.531250 Penalty: 4207.370605
	Iteration 46Q: 3 clusters Score -423189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -423191.250000 Penalty: 4207.370605
	Iteration 47Q: 3 clusters Score -423191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -423192.500000 Penalty: 4207.370605
	Iteration 48Q: 3 clusters Score -423192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -423194.156250 Penalty: 4207.370605
	Iteration 49Q: 3 clusters Score -423194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -423196.218750 Penalty: 4207.370605
	Iteration 50Q: 3 clusters Score -423196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -423196.156250 Penalty: 4207.370605
	Iteration 51Q: 3 clusters Score -423196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -423196.937500 Penalty: 4207.370605
	Iteration 52Q: 3 clusters Score -423196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -423196.937500 Penalty: 4207.370605
	Iteration 53F: 3 clusters Score -423196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -245672.921875 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -245672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -242846.953125 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -242847 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -243556.890625 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -243556.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243826.187500 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -243826.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -244031.625000 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -244031.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -244236.765625 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -244236.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -244394.843750 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -244394.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -244508.750000 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -244508.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -244579.468750 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -244579.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244623.296875 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -244623.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -244641.171875 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -244641.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244656.109375 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -244656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -244663.718750 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -244663.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -244670.343750 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -244670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -244678.390625 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -244678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -244681.562500 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -244681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -244683.421875 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -244683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -244685.421875 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -244685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -244687.687500 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -244687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -244687.968750 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -244688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -244687.968750 Penalty: 3862.541504
	Iteration 19F: 3 clusters Score -244688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -550011.875000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -550011.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -545576.937500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -545576.9 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -546636.625000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -546636.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -546893.875000 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -546893.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -547140.437500 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -547140.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -547478.562500 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -547478.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -548127.687500 Penalty: 4220.843750
	Iteration 5F: 3 clusters Score -548127.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -549094.250000 Penalty: 4220.843750
	Iteration 6F: 3 clusters Score -549094.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -549587.750000 Penalty: 4220.843750
	Iteration 7F: 3 clusters Score -549587.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -549833.875000 Penalty: 4220.843750
	Iteration 8F: 3 clusters Score -549833.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -549965.937500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -549965.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -550047.937500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -550047.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -550104.437500 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -550104.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -550173.000000 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -550173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -550242.187500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -550242.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -550337.062500 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -550337.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -550430.125000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -550430.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -550501.187500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -550501.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -550559.062500 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -550559.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -550622.687500 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -550622.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -550680.562500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -550680.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -550707.562500 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -550707.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -550739.750000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -550739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -550756.187500 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -550756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -550769.625000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -550769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -550777.875000 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -550777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -550779.937500 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -550779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -550788.062500 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -550788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -550788.375000 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -550788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -550788.812500 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -550788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -550788.812500 Penalty: 4220.843750
	Iteration 29F: 3 clusters Score -550788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 936 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 4027 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212293968.000000 Penalty: 366495.125000
Splitting cluster 67 changes total score from -212294928.000000 to -212293968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -704541.125000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -704541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -699267.437500 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -699267.4 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -700646.500000 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -700646.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -700975.125000 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -700975.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -701245.687500 Penalty: 4334.571777
	Iteration 3F: 3 clusters Score -701245.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -701499.562500 Penalty: 4334.571777
	Iteration 4F: 3 clusters Score -701499.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -701669.937500 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -701669.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -701821.375000 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -701821.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -701946.562500 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -701946.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -702048.500000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -702048.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -702119.812500 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -702119.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -702174.312500 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -702174.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -702211.250000 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -702211.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -702241.812500 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -702241.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -702267.875000 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -702267.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -702285.625000 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -702285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -702303.250000 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -702303.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -702319.687500 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -702319.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -702328.875000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -702328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -702336.625000 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -702336.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -702345.875000 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -702345.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -702352.750000 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -702352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -702359.312500 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -702359.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -702365.437500 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -702365.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -702369.375000 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -702369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -702377.500000 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -702377.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -702382.437500 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -702382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -702393.000000 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -702393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -702402.187500 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -702402.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -702411.437500 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -702411.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -702423.812500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -702423.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -702435.312500 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -702435.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -702449.375000 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -702449.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -702460.375000 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -702460.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -702471.250000 Penalty: 4334.571777
	Iteration 33Q: 3 clusters Score -702471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -702488.500000 Penalty: 4334.571777
	Iteration 34Q: 3 clusters Score -702488.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -702505.812500 Penalty: 4334.571777
	Iteration 35Q: 3 clusters Score -702505.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -702523.562500 Penalty: 4334.571777
	Iteration 36Q: 3 clusters Score -702523.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -702540.250000 Penalty: 4334.571777
	Iteration 37Q: 3 clusters Score -702540.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -702562.500000 Penalty: 4334.571777
	Iteration 38Q: 3 clusters Score -702562.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -702576.687500 Penalty: 4334.571777
	Iteration 39Q: 3 clusters Score -702576.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -702588.750000 Penalty: 4334.571777
	Iteration 40F: 3 clusters Score -702588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -702601.562500 Penalty: 4334.571777
	Iteration 41Q: 3 clusters Score -702601.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -702608.562500 Penalty: 4334.571777
	Iteration 42Q: 3 clusters Score -702608.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -702618.062500 Penalty: 4334.571777
	Iteration 43Q: 3 clusters Score -702618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -702623.562500 Penalty: 4334.571777
	Iteration 44Q: 3 clusters Score -702623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -702629.000000 Penalty: 4334.571777
	Iteration 45Q: 3 clusters Score -702629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -702636.000000 Penalty: 4334.571777
	Iteration 46Q: 3 clusters Score -702636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -702643.812500 Penalty: 4334.571777
	Iteration 47Q: 3 clusters Score -702643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -702651.000000 Penalty: 4334.571777
	Iteration 48Q: 3 clusters Score -702651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -702657.312500 Penalty: 4334.571777
	Iteration 49Q: 3 clusters Score -702657.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -702668.625000 Penalty: 4334.571777
	Iteration 50Q: 3 clusters Score -702668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -702677.375000 Penalty: 4334.571777
	Iteration 51Q: 3 clusters Score -702677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -702692.250000 Penalty: 4334.571777
	Iteration 52Q: 3 clusters Score -702692.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -702711.812500 Penalty: 4334.571777
	Iteration 53Q: 3 clusters Score -702711.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -702736.750000 Penalty: 4334.571777
	Iteration 54Q: 3 clusters Score -702736.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -702758.312500 Penalty: 4334.571777
	Iteration 55Q: 3 clusters Score -702758.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -702771.687500 Penalty: 4334.571777
	Iteration 56Q: 3 clusters Score -702771.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -702788.000000 Penalty: 4334.571777
	Iteration 57Q: 3 clusters Score -702788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -702804.500000 Penalty: 4334.571777
	Iteration 58Q: 3 clusters Score -702804.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -702822.312500 Penalty: 4334.571777
	Iteration 59Q: 3 clusters Score -702822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -702830.250000 Penalty: 4334.571777
	Iteration 60F: 3 clusters Score -702830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -702832.312500 Penalty: 4334.571777
	Iteration 61Q: 3 clusters Score -702832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -702836.375000 Penalty: 4334.571777
	Iteration 62Q: 3 clusters Score -702836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -702838.562500 Penalty: 4334.571777
	Iteration 63Q: 3 clusters Score -702838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -702839.437500 Penalty: 4334.571777
	Iteration 64Q: 3 clusters Score -702839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -702839.437500 Penalty: 4334.571777
	Iteration 65F: 3 clusters Score -702839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Entering Unmasked Estep 
Score: -877783.937500 Penalty: 2232.700195
	Iteration 0F: 2 clusters Score -877783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -871254.812500 Penalty: 4465.400391
	Iteration 0F: 3 clusters Score -871254.8 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -873113.562500 Penalty: 4465.400391
	Iteration 1F: 3 clusters Score -873113.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -873465.250000 Penalty: 4465.400391
	Iteration 2F: 3 clusters Score -873465.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -873744.187500 Penalty: 4465.400391
	Iteration 3F: 3 clusters Score -873744.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -873981.437500 Penalty: 4465.400391
	Iteration 4Q: 3 clusters Score -873981.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -874216.937500 Penalty: 4465.400391
	Iteration 5Q: 3 clusters Score -874216.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -874493.062500 Penalty: 4465.400391
	Iteration 6Q: 3 clusters Score -874493.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -874792.875000 Penalty: 4465.400391
	Iteration 7Q: 3 clusters Score -874792.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -875098.625000 Penalty: 4465.400391
	Iteration 8Q: 3 clusters Score -875098.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -875363.687500 Penalty: 4465.400391
	Iteration 9Q: 3 clusters Score -875363.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -875549.375000 Penalty: 4465.400391
	Iteration 10Q: 3 clusters Score -875549.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -875682.250000 Penalty: 4465.400391
	Iteration 11Q: 3 clusters Score -875682.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -875755.125000 Penalty: 4465.400391
	Iteration 12Q: 3 clusters Score -875755.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -875805.875000 Penalty: 4465.400391
	Iteration 13Q: 3 clusters Score -875805.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -875859.250000 Penalty: 4465.400391
	Iteration 14Q: 3 clusters Score -875859.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -875893.250000 Penalty: 4465.400391
	Iteration 15Q: 3 clusters Score -875893.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -875927.437500 Penalty: 4465.400391
	Iteration 16Q: 3 clusters Score -875927.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -875954.875000 Penalty: 4465.400391
	Iteration 17Q: 3 clusters Score -875954.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -875971.312500 Penalty: 4465.400391
	Iteration 18Q: 3 clusters Score -875971.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -875988.687500 Penalty: 4465.400391
	Iteration 19Q: 3 clusters Score -875988.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -876004.250000 Penalty: 4465.400391
	Iteration 20F: 3 clusters Score -876004.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -876017.562500 Penalty: 4465.400391
	Iteration 21Q: 3 clusters Score -876017.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -876026.750000 Penalty: 4465.400391
	Iteration 22Q: 3 clusters Score -876026.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -876043.062500 Penalty: 4465.400391
	Iteration 23Q: 3 clusters Score -876043.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -876054.750000 Penalty: 4465.400391
	Iteration 24Q: 3 clusters Score -876054.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -876072.125000 Penalty: 4465.400391
	Iteration 25Q: 3 clusters Score -876072.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -876089.187500 Penalty: 4465.400391
	Iteration 26Q: 3 clusters Score -876089.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -876104.625000 Penalty: 4465.400391
	Iteration 27Q: 3 clusters Score -876104.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -876111.937500 Penalty: 4465.400391
	Iteration 28Q: 3 clusters Score -876111.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -876127.687500 Penalty: 4465.400391
	Iteration 29Q: 3 clusters Score -876127.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -876137.437500 Penalty: 4465.400391
	Iteration 30Q: 3 clusters Score -876137.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -876146.250000 Penalty: 4465.400391
	Iteration 31Q: 3 clusters Score -876146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -876154.937500 Penalty: 4465.400391
	Iteration 32Q: 3 clusters Score -876154.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -876158.875000 Penalty: 4465.400391
	Iteration 33Q: 3 clusters Score -876158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -876165.000000 Penalty: 4465.400391
	Iteration 34Q: 3 clusters Score -876165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -876170.437500 Penalty: 4465.400391
	Iteration 35Q: 3 clusters Score -876170.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -876174.437500 Penalty: 4465.400391
	Iteration 36Q: 3 clusters Score -876174.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -876179.000000 Penalty: 4465.400391
	Iteration 37Q: 3 clusters Score -876179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -876182.875000 Penalty: 4465.400391
	Iteration 38Q: 3 clusters Score -876182.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -876190.000000 Penalty: 4465.400391
	Iteration 39Q: 3 clusters Score -876190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -876195.812500 Penalty: 4465.400391
	Iteration 40F: 3 clusters Score -876195.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -876198.250000 Penalty: 4465.400391
	Iteration 41Q: 3 clusters Score -876198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -876198.937500 Penalty: 4465.400391
	Iteration 42Q: 3 clusters Score -876198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -876201.750000 Penalty: 4465.400391
	Iteration 43Q: 3 clusters Score -876201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -876202.625000 Penalty: 4465.400391
	Iteration 44Q: 3 clusters Score -876202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -876203.062500 Penalty: 4465.400391
	Iteration 45Q: 3 clusters Score -876203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -876203.250000 Penalty: 4465.400391
	Iteration 46Q: 3 clusters Score -876203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -876203.375000 Penalty: 4465.400391
	Iteration 47Q: 3 clusters Score -876203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -876203.437500 Penalty: 4465.400391
	Iteration 48Q: 3 clusters Score -876203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -876203.437500 Penalty: 4465.400391
	Iteration 49F: 3 clusters Score -876203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -702642.000000 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -702642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -697359.437500 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -697359.4 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -698771.125000 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -698771.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -699010.562500 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -699010.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -699198.312500 Penalty: 4332.820312
	Iteration 3F: 3 clusters Score -699198.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -699300.625000 Penalty: 4332.820312
	Iteration 4Q: 3 clusters Score -699300.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -699369.625000 Penalty: 4332.820312
	Iteration 5Q: 3 clusters Score -699369.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -699413.625000 Penalty: 4332.820312
	Iteration 6Q: 3 clusters Score -699413.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -699458.250000 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -699458.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -699492.562500 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -699492.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -699524.875000 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -699524.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -699556.187500 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -699556.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -699581.687500 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -699581.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -699604.625000 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -699604.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -699625.500000 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -699625.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -699644.187500 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -699644.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -699664.375000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -699664.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -699681.625000 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -699681.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -699697.687500 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -699697.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -699716.937500 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -699716.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -699737.375000 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -699737.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -699759.812500 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -699759.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -699779.812500 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -699779.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -699799.500000 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -699799.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -699824.125000 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -699824.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -699844.875000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -699844.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -699868.937500 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -699868.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -699893.125000 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -699893.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -699927.000000 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -699927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -699971.937500 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -699971.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -700012.875000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -700012.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -700053.562500 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -700053.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -700087.750000 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -700087.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -700129.625000 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -700129.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -700173.687500 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -700173.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -700211.437500 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -700211.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -700247.812500 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -700247.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -700271.500000 Penalty: 4332.820312
	Iteration 36Q: 3 clusters Score -700271.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -700302.375000 Penalty: 4332.820312
	Iteration 37Q: 3 clusters Score -700302.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -700335.812500 Penalty: 4332.820312
	Iteration 38Q: 3 clusters Score -700335.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -700362.187500 Penalty: 4332.820312
	Iteration 39Q: 3 clusters Score -700362.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -700393.562500 Penalty: 4332.820312
	Iteration 40F: 3 clusters Score -700393.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -700424.625000 Penalty: 4332.820312
	Iteration 41Q: 3 clusters Score -700424.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -700460.500000 Penalty: 4332.820312
	Iteration 42Q: 3 clusters Score -700460.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -700499.875000 Penalty: 4332.820312
	Iteration 43Q: 3 clusters Score -700499.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -700536.187500 Penalty: 4332.820312
	Iteration 44Q: 3 clusters Score -700536.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -700573.312500 Penalty: 4332.820312
	Iteration 45Q: 3 clusters Score -700573.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -700607.500000 Penalty: 4332.820312
	Iteration 46Q: 3 clusters Score -700607.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -700639.250000 Penalty: 4332.820312
	Iteration 47Q: 3 clusters Score -700639.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -700677.500000 Penalty: 4332.820312
	Iteration 48Q: 3 clusters Score -700677.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -700707.750000 Penalty: 4332.820312
	Iteration 49Q: 3 clusters Score -700707.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -700740.687500 Penalty: 4332.820312
	Iteration 50Q: 3 clusters Score -700740.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -700776.312500 Penalty: 4332.820312
	Iteration 51Q: 3 clusters Score -700776.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -700813.312500 Penalty: 4332.820312
	Iteration 52Q: 3 clusters Score -700813.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -700842.562500 Penalty: 4332.820312
	Iteration 53Q: 3 clusters Score -700842.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -700863.562500 Penalty: 4332.820312
	Iteration 54Q: 3 clusters Score -700863.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -700890.500000 Penalty: 4332.820312
	Iteration 55Q: 3 clusters Score -700890.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -700910.625000 Penalty: 4332.820312
	Iteration 56Q: 3 clusters Score -700910.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -700931.250000 Penalty: 4332.820312
	Iteration 57Q: 3 clusters Score -700931.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -700950.750000 Penalty: 4332.820312
	Iteration 58Q: 3 clusters Score -700950.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -700966.375000 Penalty: 4332.820312
	Iteration 59Q: 3 clusters Score -700966.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -700980.062500 Penalty: 4332.820312
	Iteration 60F: 3 clusters Score -700980.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -700989.312500 Penalty: 4332.820312
	Iteration 61Q: 3 clusters Score -700989.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -701002.437500 Penalty: 4332.820312
	Iteration 62Q: 3 clusters Score -701002.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -701014.312500 Penalty: 4332.820312
	Iteration 63Q: 3 clusters Score -701014.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -701026.437500 Penalty: 4332.820312
	Iteration 64Q: 3 clusters Score -701026.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -701040.187500 Penalty: 4332.820312
	Iteration 65Q: 3 clusters Score -701040.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -701049.500000 Penalty: 4332.820312
	Iteration 66Q: 3 clusters Score -701049.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -701064.375000 Penalty: 4332.820312
	Iteration 67Q: 3 clusters Score -701064.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -701082.437500 Penalty: 4332.820312
	Iteration 68Q: 3 clusters Score -701082.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -701103.000000 Penalty: 4332.820312
	Iteration 69Q: 3 clusters Score -701103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -701125.937500 Penalty: 4332.820312
	Iteration 70Q: 3 clusters Score -701125.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -701155.687500 Penalty: 4332.820312
	Iteration 71Q: 3 clusters Score -701155.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -701178.312500 Penalty: 4332.820312
	Iteration 72Q: 3 clusters Score -701178.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -701217.187500 Penalty: 4332.820312
	Iteration 73Q: 3 clusters Score -701217.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -701270.937500 Penalty: 4332.820312
	Iteration 74Q: 3 clusters Score -701270.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -701321.687500 Penalty: 4332.820312
	Iteration 75Q: 3 clusters Score -701321.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -701376.187500 Penalty: 4332.820312
	Iteration 76Q: 3 clusters Score -701376.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -701433.125000 Penalty: 4332.820312
	Iteration 77Q: 3 clusters Score -701433.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -701479.062500 Penalty: 4332.820312
	Iteration 78Q: 3 clusters Score -701479.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -701506.312500 Penalty: 4332.820312
	Iteration 79Q: 3 clusters Score -701506.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -701513.812500 Penalty: 4332.820312
	Iteration 80F: 3 clusters Score -701513.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -701522.875000 Penalty: 4332.820312
	Iteration 81Q: 3 clusters Score -701522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -701529.562500 Penalty: 4332.820312
	Iteration 82Q: 3 clusters Score -701529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -701535.875000 Penalty: 4332.820312
	Iteration 83Q: 3 clusters Score -701535.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -701541.187500 Penalty: 4332.820312
	Iteration 84Q: 3 clusters Score -701541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -701544.312500 Penalty: 4332.820312
	Iteration 85Q: 3 clusters Score -701544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -701549.062500 Penalty: 4332.820312
	Iteration 86Q: 3 clusters Score -701549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -701555.750000 Penalty: 4332.820312
	Iteration 87Q: 3 clusters Score -701555.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -701560.250000 Penalty: 4332.820312
	Iteration 88Q: 3 clusters Score -701560.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -701561.750000 Penalty: 4332.820312
	Iteration 89Q: 3 clusters Score -701561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -701562.500000 Penalty: 4332.820312
	Iteration 90Q: 3 clusters Score -701562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -701562.500000 Penalty: 4332.820312
	Iteration 91F: 3 clusters Score -701562.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -658484.375000 Penalty: 2166.688965
	Iteration 0F: 2 clusters Score -658484.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -653190.812500 Penalty: 4333.377930
	Iteration 0F: 3 clusters Score -653190.8 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -654609.562500 Penalty: 4333.377930
	Iteration 1F: 3 clusters Score -654609.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -654900.062500 Penalty: 4333.377930
	Iteration 2F: 3 clusters Score -654900.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -655117.750000 Penalty: 4333.377930
	Iteration 3F: 3 clusters Score -655117.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -655349.500000 Penalty: 4333.377930
	Iteration 4Q: 3 clusters Score -655349.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -655646.750000 Penalty: 4333.377930
	Iteration 5Q: 3 clusters Score -655646.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -656005.812500 Penalty: 4333.377930
	Iteration 6F: 3 clusters Score -656005.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -656403.125000 Penalty: 4333.377930
	Iteration 7F: 3 clusters Score -656403.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -656728.250000 Penalty: 4333.377930
	Iteration 8F: 3 clusters Score -656728.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -656904.875000 Penalty: 4333.377930
	Iteration 9Q: 3 clusters Score -656904.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -657013.437500 Penalty: 4333.377930
	Iteration 10Q: 3 clusters Score -657013.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -657083.187500 Penalty: 4333.377930
	Iteration 11Q: 3 clusters Score -657083.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -657124.062500 Penalty: 4333.377930
	Iteration 12Q: 3 clusters Score -657124.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -657154.562500 Penalty: 4333.377930
	Iteration 13Q: 3 clusters Score -657154.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -657177.437500 Penalty: 4333.377930
	Iteration 14Q: 3 clusters Score -657177.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -657201.312500 Penalty: 4333.377930
	Iteration 15Q: 3 clusters Score -657201.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -657218.937500 Penalty: 4333.377930
	Iteration 16Q: 3 clusters Score -657218.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -657240.062500 Penalty: 4333.377930
	Iteration 17Q: 3 clusters Score -657240.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -657260.937500 Penalty: 4333.377930
	Iteration 18Q: 3 clusters Score -657260.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -657279.562500 Penalty: 4333.377930
	Iteration 19Q: 3 clusters Score -657279.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -657297.250000 Penalty: 4333.377930
	Iteration 20F: 3 clusters Score -657297.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -657316.562500 Penalty: 4333.377930
	Iteration 21Q: 3 clusters Score -657316.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -657334.500000 Penalty: 4333.377930
	Iteration 22Q: 3 clusters Score -657334.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -657353.125000 Penalty: 4333.377930
	Iteration 23Q: 3 clusters Score -657353.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -657369.312500 Penalty: 4333.377930
	Iteration 24Q: 3 clusters Score -657369.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -657385.812500 Penalty: 4333.377930
	Iteration 25Q: 3 clusters Score -657385.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -657402.875000 Penalty: 4333.377930
	Iteration 26Q: 3 clusters Score -657402.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -657415.687500 Penalty: 4333.377930
	Iteration 27Q: 3 clusters Score -657415.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -657427.125000 Penalty: 4333.377930
	Iteration 28Q: 3 clusters Score -657427.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -657435.750000 Penalty: 4333.377930
	Iteration 29Q: 3 clusters Score -657435.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -657443.687500 Penalty: 4333.377930
	Iteration 30Q: 3 clusters Score -657443.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -657451.312500 Penalty: 4333.377930
	Iteration 31Q: 3 clusters Score -657451.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -657458.312500 Penalty: 4333.377930
	Iteration 32Q: 3 clusters Score -657458.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -657464.875000 Penalty: 4333.377930
	Iteration 33Q: 3 clusters Score -657464.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -657471.750000 Penalty: 4333.377930
	Iteration 34Q: 3 clusters Score -657471.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -657482.312500 Penalty: 4333.377930
	Iteration 35Q: 3 clusters Score -657482.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -657488.625000 Penalty: 4333.377930
	Iteration 36Q: 3 clusters Score -657488.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -657494.062500 Penalty: 4333.377930
	Iteration 37Q: 3 clusters Score -657494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -657500.375000 Penalty: 4333.377930
	Iteration 38Q: 3 clusters Score -657500.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -657507.125000 Penalty: 4333.377930
	Iteration 39Q: 3 clusters Score -657507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -657511.062500 Penalty: 4333.377930
	Iteration 40F: 3 clusters Score -657511.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -657516.812500 Penalty: 4333.377930
	Iteration 41Q: 3 clusters Score -657516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -657522.062500 Penalty: 4333.377930
	Iteration 42Q: 3 clusters Score -657522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -657523.812500 Penalty: 4333.377930
	Iteration 43Q: 3 clusters Score -657523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -657525.875000 Penalty: 4333.377930
	Iteration 44Q: 3 clusters Score -657525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -657530.125000 Penalty: 4333.377930
	Iteration 45Q: 3 clusters Score -657530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -657531.812500 Penalty: 4333.377930
	Iteration 46Q: 3 clusters Score -657531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -657532.937500 Penalty: 4333.377930
	Iteration 47Q: 3 clusters Score -657532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -657532.375000 Penalty: 4333.377930
	Iteration 48Q: 3 clusters Score -657532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -657534.562500 Penalty: 4333.377930
	Iteration 49Q: 3 clusters Score -657534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -657536.625000 Penalty: 4333.377930
	Iteration 50Q: 3 clusters Score -657536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -657539.625000 Penalty: 4333.377930
	Iteration 51Q: 3 clusters Score -657539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -657541.812500 Penalty: 4333.377930
	Iteration 52Q: 3 clusters Score -657541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -657543.250000 Penalty: 4333.377930
	Iteration 53Q: 3 clusters Score -657543.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -657544.875000 Penalty: 4333.377930
	Iteration 54Q: 3 clusters Score -657544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -657547.437500 Penalty: 4333.377930
	Iteration 55Q: 3 clusters Score -657547.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -657547.750000 Penalty: 4333.377930
	Iteration 56Q: 3 clusters Score -657547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -657548.750000 Penalty: 4333.377930
	Iteration 57Q: 3 clusters Score -657548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -657548.687500 Penalty: 4333.377930
	Iteration 58Q: 3 clusters Score -657548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -657549.312500 Penalty: 4333.377930
	Iteration 59Q: 3 clusters Score -657549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -657548.312500 Penalty: 4333.377930
	Iteration 60F: 3 clusters Score -657548.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (18771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Entering Unmasked Estep 
Score: -1941282.875000 Penalty: 2440.337158
	Iteration 0F: 2 clusters Score -1941283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1928047.625000 Penalty: 4880.674316
	Iteration 0F: 3 clusters Score -1928048 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1932478.875000 Penalty: 4880.674316
	Iteration 1F: 3 clusters Score -1932479 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1933057.750000 Penalty: 4880.674316
	Iteration 2F: 3 clusters Score -1933058 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1933705.625000 Penalty: 4880.674316
	Iteration 3F: 3 clusters Score -1933706 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1934480.375000 Penalty: 4880.674316
	Iteration 4F: 3 clusters Score -1934480 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1935341.625000 Penalty: 4880.674316
	Iteration 5F: 3 clusters Score -1935342 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1936129.875000 Penalty: 4880.674316
	Iteration 6F: 3 clusters Score -1936130 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1936715.625000 Penalty: 4880.674316
	Iteration 7F: 3 clusters Score -1936716 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1937201.625000 Penalty: 4880.674316
	Iteration 8Q: 3 clusters Score -1937202 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1937584.375000 Penalty: 4880.674316
	Iteration 9Q: 3 clusters Score -1937584 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1937873.500000 Penalty: 4880.674316
	Iteration 10Q: 3 clusters Score -1937874 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1938094.125000 Penalty: 4880.674316
	Iteration 11Q: 3 clusters Score -1938094 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1938273.000000 Penalty: 4880.674316
	Iteration 12Q: 3 clusters Score -1938273 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1938394.000000 Penalty: 4880.674316
	Iteration 13Q: 3 clusters Score -1938394 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1938463.125000 Penalty: 4880.674316
	Iteration 14Q: 3 clusters Score -1938463 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1938503.500000 Penalty: 4880.674316
	Iteration 15Q: 3 clusters Score -1938504 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1938539.375000 Penalty: 4880.674316
	Iteration 16Q: 3 clusters Score -1938539 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1938570.500000 Penalty: 4880.674316
	Iteration 17Q: 3 clusters Score -1938570 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1938605.125000 Penalty: 4880.674316
	Iteration 18Q: 3 clusters Score -1938605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1938634.750000 Penalty: 4880.674316
	Iteration 19Q: 3 clusters Score -1938635 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1938665.250000 Penalty: 4880.674316
	Iteration 20F: 3 clusters Score -1938665 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1938700.625000 Penalty: 4880.674316
	Iteration 21Q: 3 clusters Score -1938701 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1938734.250000 Penalty: 4880.674316
	Iteration 22Q: 3 clusters Score -1938734 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1938762.750000 Penalty: 4880.674316
	Iteration 23Q: 3 clusters Score -1938763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1938798.625000 Penalty: 4880.674316
	Iteration 24Q: 3 clusters Score -1938799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1938829.750000 Penalty: 4880.674316
	Iteration 25Q: 3 clusters Score -1938830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1938852.625000 Penalty: 4880.674316
	Iteration 26Q: 3 clusters Score -1938853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1938870.500000 Penalty: 4880.674316
	Iteration 27Q: 3 clusters Score -1938870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1938887.625000 Penalty: 4880.674316
	Iteration 28Q: 3 clusters Score -1938888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1938904.000000 Penalty: 4880.674316
	Iteration 29Q: 3 clusters Score -1938904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1938914.500000 Penalty: 4880.674316
	Iteration 30Q: 3 clusters Score -1938914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1938939.000000 Penalty: 4880.674316
	Iteration 31Q: 3 clusters Score -1938939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1938959.625000 Penalty: 4880.674316
	Iteration 32Q: 3 clusters Score -1938960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1938978.000000 Penalty: 4880.674316
	Iteration 33Q: 3 clusters Score -1938978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1938998.750000 Penalty: 4880.674316
	Iteration 34Q: 3 clusters Score -1938999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1939021.125000 Penalty: 4880.674316
	Iteration 35Q: 3 clusters Score -1939021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1939033.000000 Penalty: 4880.674316
	Iteration 36Q: 3 clusters Score -1939033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1939047.875000 Penalty: 4880.674316
	Iteration 37Q: 3 clusters Score -1939048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1939060.875000 Penalty: 4880.674316
	Iteration 38Q: 3 clusters Score -1939061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1939071.875000 Penalty: 4880.674316
	Iteration 39Q: 3 clusters Score -1939072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1939081.625000 Penalty: 4880.674316
	Iteration 40F: 3 clusters Score -1939082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1939091.625000 Penalty: 4880.674316
	Iteration 41Q: 3 clusters Score -1939092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1939102.250000 Penalty: 4880.674316
	Iteration 42Q: 3 clusters Score -1939102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1939111.625000 Penalty: 4880.674316
	Iteration 43Q: 3 clusters Score -1939112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1939123.375000 Penalty: 4880.674316
	Iteration 44Q: 3 clusters Score -1939123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1939134.750000 Penalty: 4880.674316
	Iteration 45Q: 3 clusters Score -1939135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1939151.375000 Penalty: 4880.674316
	Iteration 46Q: 3 clusters Score -1939151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1939172.125000 Penalty: 4880.674316
	Iteration 47Q: 3 clusters Score -1939172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1939185.500000 Penalty: 4880.674316
	Iteration 48Q: 3 clusters Score -1939186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1939202.625000 Penalty: 4880.674316
	Iteration 49Q: 3 clusters Score -1939203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1939218.375000 Penalty: 4880.674316
	Iteration 50Q: 3 clusters Score -1939218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1939226.875000 Penalty: 4880.674316
	Iteration 51Q: 3 clusters Score -1939227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1939236.875000 Penalty: 4880.674316
	Iteration 52Q: 3 clusters Score -1939237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1939242.375000 Penalty: 4880.674316
	Iteration 53Q: 3 clusters Score -1939242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1939242.000000 Penalty: 4880.674316
	Iteration 54Q: 3 clusters Score -1939242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1939255.375000 Penalty: 4880.674316
	Iteration 55Q: 3 clusters Score -1939255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1939259.375000 Penalty: 4880.674316
	Iteration 56Q: 3 clusters Score -1939259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1939268.500000 Penalty: 4880.674316
	Iteration 57Q: 3 clusters Score -1939268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1939277.375000 Penalty: 4880.674316
	Iteration 58Q: 3 clusters Score -1939277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1939281.000000 Penalty: 4880.674316
	Iteration 59Q: 3 clusters Score -1939281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1939292.000000 Penalty: 4880.674316
	Iteration 60F: 3 clusters Score -1939292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1939294.875000 Penalty: 4880.674316
	Iteration 61Q: 3 clusters Score -1939295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1939303.625000 Penalty: 4880.674316
	Iteration 62Q: 3 clusters Score -1939304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1939312.000000 Penalty: 4880.674316
	Iteration 63Q: 3 clusters Score -1939312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1939317.250000 Penalty: 4880.674316
	Iteration 64Q: 3 clusters Score -1939317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1939321.625000 Penalty: 4880.674316
	Iteration 65Q: 3 clusters Score -1939322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1939333.375000 Penalty: 4880.674316
	Iteration 66Q: 3 clusters Score -1939333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1939336.625000 Penalty: 4880.674316
	Iteration 67Q: 3 clusters Score -1939337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1939342.000000 Penalty: 4880.674316
	Iteration 68Q: 3 clusters Score -1939342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1939346.000000 Penalty: 4880.674316
	Iteration 69Q: 3 clusters Score -1939346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1939356.125000 Penalty: 4880.674316
	Iteration 70Q: 3 clusters Score -1939356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1939355.250000 Penalty: 4880.674316
	Iteration 71Q: 3 clusters Score -1939355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1939363.375000 Penalty: 4880.674316
	Iteration 72Q: 3 clusters Score -1939363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1939364.125000 Penalty: 4880.674316
	Iteration 73Q: 3 clusters Score -1939364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1939367.875000 Penalty: 4880.674316
	Iteration 74Q: 3 clusters Score -1939368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1939372.875000 Penalty: 4880.674316
	Iteration 75Q: 3 clusters Score -1939373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1939377.625000 Penalty: 4880.674316
	Iteration 76Q: 3 clusters Score -1939378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1939388.000000 Penalty: 4880.674316
	Iteration 77Q: 3 clusters Score -1939388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1939389.875000 Penalty: 4880.674316
	Iteration 78Q: 3 clusters Score -1939390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1939394.750000 Penalty: 4880.674316
	Iteration 79Q: 3 clusters Score -1939395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1939400.250000 Penalty: 4880.674316
	Iteration 80F: 3 clusters Score -1939400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1939399.625000 Penalty: 4880.674316
	Iteration 81Q: 3 clusters Score -1939400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1939402.750000 Penalty: 4880.674316
	Iteration 82Q: 3 clusters Score -1939403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1939409.500000 Penalty: 4880.674316
	Iteration 83Q: 3 clusters Score -1939410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1939413.625000 Penalty: 4880.674316
	Iteration 84Q: 3 clusters Score -1939414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1939417.125000 Penalty: 4880.674316
	Iteration 85Q: 3 clusters Score -1939417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1939424.250000 Penalty: 4880.674316
	Iteration 86Q: 3 clusters Score -1939424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1939431.500000 Penalty: 4880.674316
	Iteration 87Q: 3 clusters Score -1939432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1939432.750000 Penalty: 4880.674316
	Iteration 88Q: 3 clusters Score -1939433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1939432.375000 Penalty: 4880.674316
	Iteration 89Q: 3 clusters Score -1939432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1939435.125000 Penalty: 4880.674316
	Iteration 90Q: 3 clusters Score -1939435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1939446.000000 Penalty: 4880.674316
	Iteration 91Q: 3 clusters Score -1939446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1939456.625000 Penalty: 4880.674316
	Iteration 92Q: 3 clusters Score -1939457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1939465.500000 Penalty: 4880.674316
	Iteration 93Q: 3 clusters Score -1939466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1939473.250000 Penalty: 4880.674316
	Iteration 94Q: 3 clusters Score -1939473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1939476.375000 Penalty: 4880.674316
	Iteration 95Q: 3 clusters Score -1939476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1939483.125000 Penalty: 4880.674316
	Iteration 96Q: 3 clusters Score -1939483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1939485.250000 Penalty: 4880.674316
	Iteration 97Q: 3 clusters Score -1939485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1939488.875000 Penalty: 4880.674316
	Iteration 98Q: 3 clusters Score -1939489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1939495.250000 Penalty: 4880.674316
	Iteration 99Q: 3 clusters Score -1939495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1939503.375000 Penalty: 4880.674316
	Iteration 100F: 3 clusters Score -1939503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1939508.750000 Penalty: 4880.674316
	Iteration 101Q: 3 clusters Score -1939509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1939514.750000 Penalty: 4880.674316
	Iteration 102Q: 3 clusters Score -1939515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1939520.500000 Penalty: 4880.674316
	Iteration 103Q: 3 clusters Score -1939520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1939524.875000 Penalty: 4880.674316
	Iteration 104Q: 3 clusters Score -1939525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1939532.500000 Penalty: 4880.674316
	Iteration 105Q: 3 clusters Score -1939532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1939536.875000 Penalty: 4880.674316
	Iteration 106Q: 3 clusters Score -1939537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1939542.750000 Penalty: 4880.674316
	Iteration 107Q: 3 clusters Score -1939543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1939547.000000 Penalty: 4880.674316
	Iteration 108Q: 3 clusters Score -1939547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1939547.875000 Penalty: 4880.674316
	Iteration 109Q: 3 clusters Score -1939548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1939548.000000 Penalty: 4880.674316
	Iteration 110Q: 3 clusters Score -1939548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1939553.250000 Penalty: 4880.674316
	Iteration 111Q: 3 clusters Score -1939553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1939552.125000 Penalty: 4880.674316
	Iteration 112Q: 3 clusters Score -1939552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1939555.250000 Penalty: 4880.674316
	Iteration 113Q: 3 clusters Score -1939555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1939561.875000 Penalty: 4880.674316
	Iteration 114Q: 3 clusters Score -1939562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1939567.375000 Penalty: 4880.674316
	Iteration 115Q: 3 clusters Score -1939567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1939563.125000 Penalty: 4880.674316
	Iteration 116Q: 3 clusters Score -1939563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1939565.750000 Penalty: 4880.674316
	Iteration 117Q: 3 clusters Score -1939566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1939571.625000 Penalty: 4880.674316
	Iteration 118Q: 3 clusters Score -1939572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1939575.750000 Penalty: 4880.674316
	Iteration 119Q: 3 clusters Score -1939576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1939580.750000 Penalty: 4880.674316
	Iteration 120F: 3 clusters Score -1939581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1939581.250000 Penalty: 4880.674316
	Iteration 121Q: 3 clusters Score -1939581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1939580.250000 Penalty: 4880.674316
	Iteration 122Q: 3 clusters Score -1939580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1939584.500000 Penalty: 4880.674316
	Iteration 123Q: 3 clusters Score -1939584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1939593.875000 Penalty: 4880.674316
	Iteration 124Q: 3 clusters Score -1939594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1939597.000000 Penalty: 4880.674316
	Iteration 125Q: 3 clusters Score -1939597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1939598.875000 Penalty: 4880.674316
	Iteration 126Q: 3 clusters Score -1939599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1939600.000000 Penalty: 4880.674316
	Iteration 127Q: 3 clusters Score -1939600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1939605.625000 Penalty: 4880.674316
	Iteration 128Q: 3 clusters Score -1939606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1939602.625000 Penalty: 4880.674316
	Iteration 129Q: 3 clusters Score -1939603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1939603.250000 Penalty: 4880.674316
	Iteration 130Q: 3 clusters Score -1939603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1939602.250000 Penalty: 4880.674316
	Iteration 131Q: 3 clusters Score -1939602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1939601.625000 Penalty: 4880.674316
	Iteration 132Q: 3 clusters Score -1939602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1939604.750000 Penalty: 4880.674316
	Iteration 133Q: 3 clusters Score -1939605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1939606.000000 Penalty: 4880.674316
	Iteration 134Q: 3 clusters Score -1939606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1939608.625000 Penalty: 4880.674316
	Iteration 135Q: 3 clusters Score -1939609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1939606.250000 Penalty: 4880.674316
	Iteration 136Q: 3 clusters Score -1939606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1939609.250000 Penalty: 4880.674316
	Iteration 137Q: 3 clusters Score -1939609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1939609.500000 Penalty: 4880.674316
	Iteration 138Q: 3 clusters Score -1939610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1939609.500000 Penalty: 4880.674316
	Iteration 139F: 3 clusters Score -1939610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Entering Unmasked Estep 
Score: -1921118.250000 Penalty: 2411.225830
	Iteration 0F: 2 clusters Score -1921118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1909256.750000 Penalty: 4822.451660
	Iteration 0F: 3 clusters Score -1909257 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1913181.375000 Penalty: 4822.451660
	Iteration 1F: 3 clusters Score -1913181 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1913678.625000 Penalty: 4822.451660
	Iteration 2F: 3 clusters Score -1913679 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1914159.000000 Penalty: 4822.451660
	Iteration 3F: 3 clusters Score -1914159 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1914739.750000 Penalty: 4822.451660
	Iteration 4F: 3 clusters Score -1914740 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1915381.125000 Penalty: 4822.451660
	Iteration 5F: 3 clusters Score -1915381 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1916048.125000 Penalty: 4822.451660
	Iteration 6F: 3 clusters Score -1916048 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1916661.125000 Penalty: 4822.451660
	Iteration 7Q: 3 clusters Score -1916661 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1917208.375000 Penalty: 4822.451660
	Iteration 8Q: 3 clusters Score -1917208 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1917636.875000 Penalty: 4822.451660
	Iteration 9Q: 3 clusters Score -1917637 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1918032.375000 Penalty: 4822.451660
	Iteration 10Q: 3 clusters Score -1918032 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1918363.625000 Penalty: 4822.451660
	Iteration 11Q: 3 clusters Score -1918364 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1918653.500000 Penalty: 4822.451660
	Iteration 12Q: 3 clusters Score -1918654 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1918866.375000 Penalty: 4822.451660
	Iteration 13Q: 3 clusters Score -1918866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1919026.625000 Penalty: 4822.451660
	Iteration 14Q: 3 clusters Score -1919027 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1919131.250000 Penalty: 4822.451660
	Iteration 15Q: 3 clusters Score -1919131 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1919209.125000 Penalty: 4822.451660
	Iteration 16Q: 3 clusters Score -1919209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1919271.750000 Penalty: 4822.451660
	Iteration 17Q: 3 clusters Score -1919272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1919306.375000 Penalty: 4822.451660
	Iteration 18Q: 3 clusters Score -1919306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1919329.875000 Penalty: 4822.451660
	Iteration 19Q: 3 clusters Score -1919330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1919352.000000 Penalty: 4822.451660
	Iteration 20F: 3 clusters Score -1919352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1919373.250000 Penalty: 4822.451660
	Iteration 21Q: 3 clusters Score -1919373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1919380.125000 Penalty: 4822.451660
	Iteration 22Q: 3 clusters Score -1919380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1919393.750000 Penalty: 4822.451660
	Iteration 23Q: 3 clusters Score -1919394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1919406.625000 Penalty: 4822.451660
	Iteration 24Q: 3 clusters Score -1919407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1919414.125000 Penalty: 4822.451660
	Iteration 25Q: 3 clusters Score -1919414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1919420.250000 Penalty: 4822.451660
	Iteration 26Q: 3 clusters Score -1919420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1919426.875000 Penalty: 4822.451660
	Iteration 27Q: 3 clusters Score -1919427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1919431.875000 Penalty: 4822.451660
	Iteration 28Q: 3 clusters Score -1919432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1919440.750000 Penalty: 4822.451660
	Iteration 29Q: 3 clusters Score -1919441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1919446.625000 Penalty: 4822.451660
	Iteration 30Q: 3 clusters Score -1919447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1919461.625000 Penalty: 4822.451660
	Iteration 31Q: 3 clusters Score -1919462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1919464.000000 Penalty: 4822.451660
	Iteration 32Q: 3 clusters Score -1919464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1919477.000000 Penalty: 4822.451660
	Iteration 33Q: 3 clusters Score -1919477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1919480.625000 Penalty: 4822.451660
	Iteration 34Q: 3 clusters Score -1919481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1919490.875000 Penalty: 4822.451660
	Iteration 35Q: 3 clusters Score -1919491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1919495.875000 Penalty: 4822.451660
	Iteration 36Q: 3 clusters Score -1919496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1919501.375000 Penalty: 4822.451660
	Iteration 37Q: 3 clusters Score -1919501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1919502.500000 Penalty: 4822.451660
	Iteration 38Q: 3 clusters Score -1919502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1919510.000000 Penalty: 4822.451660
	Iteration 39Q: 3 clusters Score -1919510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1919513.375000 Penalty: 4822.451660
	Iteration 40F: 3 clusters Score -1919513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1919515.625000 Penalty: 4822.451660
	Iteration 41Q: 3 clusters Score -1919516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1919515.875000 Penalty: 4822.451660
	Iteration 42Q: 3 clusters Score -1919516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1919520.625000 Penalty: 4822.451660
	Iteration 43Q: 3 clusters Score -1919521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1919520.625000 Penalty: 4822.451660
	Iteration 44F: 3 clusters Score -1919521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -234044.671875 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -234044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -231063.250000 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -231063.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -231812.156250 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -231812.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -232180.109375 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -232180.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -232493.453125 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -232493.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -232735.140625 Penalty: 3899.416748
	Iteration 4F: 3 clusters Score -232735.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -232905.734375 Penalty: 3899.416748
	Iteration 5F: 3 clusters Score -232905.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -233043.953125 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -233044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -233158.203125 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -233158.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -233291.562500 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -233291.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -233422.140625 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -233422.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -233521.156250 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -233521.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -233617.625000 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -233617.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233704.875000 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -233704.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -233766.578125 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -233766.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233822.312500 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -233822.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -233870.015625 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -233870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -233931.562500 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -233931.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -234013.718750 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -234013.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -234057.734375 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -234057.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -234088.640625 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -234088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -234112.296875 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -234112.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -234128.312500 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -234128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -234135.578125 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -234135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -234142.093750 Penalty: 3899.416748
	Iteration 23Q: 3 clusters Score -234142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234147.921875 Penalty: 3899.416748
	Iteration 24Q: 3 clusters Score -234147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234152.687500 Penalty: 3899.416748
	Iteration 25Q: 3 clusters Score -234152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -234160.843750 Penalty: 3899.416748
	Iteration 26Q: 3 clusters Score -234160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234172.578125 Penalty: 3899.416748
	Iteration 27Q: 3 clusters Score -234172.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -234186.078125 Penalty: 3899.416748
	Iteration 28Q: 3 clusters Score -234186.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -234195.218750 Penalty: 3899.416748
	Iteration 29Q: 3 clusters Score -234195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -234199.375000 Penalty: 3899.416748
	Iteration 30Q: 3 clusters Score -234199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -234203.593750 Penalty: 3899.416748
	Iteration 31Q: 3 clusters Score -234203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -234207.093750 Penalty: 3899.416748
	Iteration 32Q: 3 clusters Score -234207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -234210.843750 Penalty: 3899.416748
	Iteration 33Q: 3 clusters Score -234210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -234212.046875 Penalty: 3899.416748
	Iteration 34Q: 3 clusters Score -234212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -234213.453125 Penalty: 3899.416748
	Iteration 35Q: 3 clusters Score -234213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -234213.953125 Penalty: 3899.416748
	Iteration 36Q: 3 clusters Score -234214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -234214.406250 Penalty: 3899.416748
	Iteration 37Q: 3 clusters Score -234214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -234214.828125 Penalty: 3899.416748
	Iteration 38Q: 3 clusters Score -234214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -234214.828125 Penalty: 3899.416748
	Iteration 39F: 3 clusters Score -234214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 1415 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 8910 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 1181 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212293504.000000 Penalty: 366495.125000
Splitting cluster 74 changes total score from -212294928.000000 to -212293504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -758927.875000 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -758927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -753207.312500 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -753207.3 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -754778.687500 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -754778.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -755057.125000 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -755057.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -755271.750000 Penalty: 4388.575684
	Iteration 3F: 3 clusters Score -755271.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -755504.687500 Penalty: 4388.575684
	Iteration 4F: 3 clusters Score -755504.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -755786.875000 Penalty: 4388.575684
	Iteration 5Q: 3 clusters Score -755786.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -756077.625000 Penalty: 4388.575684
	Iteration 6F: 3 clusters Score -756077.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -756380.750000 Penalty: 4388.575684
	Iteration 7F: 3 clusters Score -756380.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -756643.437500 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -756643.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -756841.750000 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -756841.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -756999.375000 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -756999.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -757146.750000 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -757146.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -757252.562500 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -757252.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -757331.812500 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -757331.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -757401.062500 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -757401.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -757446.375000 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -757446.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -757476.500000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -757476.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -757495.562500 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -757495.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -757507.687500 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -757507.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -757516.562500 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -757516.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -757521.250000 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -757521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -757528.562500 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -757528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -757530.000000 Penalty: 4388.575684
	Iteration 22Q: 3 clusters Score -757530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -757533.437500 Penalty: 4388.575684
	Iteration 23Q: 3 clusters Score -757533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -757536.937500 Penalty: 4388.575684
	Iteration 24Q: 3 clusters Score -757536.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -757537.500000 Penalty: 4388.575684
	Iteration 25Q: 3 clusters Score -757537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -757542.500000 Penalty: 4388.575684
	Iteration 26Q: 3 clusters Score -757542.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -757549.500000 Penalty: 4388.575684
	Iteration 27Q: 3 clusters Score -757549.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -757553.500000 Penalty: 4388.575684
	Iteration 28Q: 3 clusters Score -757553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -757553.187500 Penalty: 4388.575684
	Iteration 29Q: 3 clusters Score -757553.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -757555.312500 Penalty: 4388.575684
	Iteration 30Q: 3 clusters Score -757555.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -757560.625000 Penalty: 4388.575684
	Iteration 31Q: 3 clusters Score -757560.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -757562.187500 Penalty: 4388.575684
	Iteration 32Q: 3 clusters Score -757562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -757566.875000 Penalty: 4388.575684
	Iteration 33Q: 3 clusters Score -757566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -757568.437500 Penalty: 4388.575684
	Iteration 34Q: 3 clusters Score -757568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -757566.812500 Penalty: 4388.575684
	Iteration 35Q: 3 clusters Score -757566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -757569.000000 Penalty: 4388.575684
	Iteration 36Q: 3 clusters Score -757569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -757569.125000 Penalty: 4388.575684
	Iteration 37Q: 3 clusters Score -757569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -757569.125000 Penalty: 4388.575684
	Iteration 38F: 3 clusters Score -757569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -395185.562500 Penalty: 2029.135986
	Iteration 0F: 2 clusters Score -395185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -391563.656250 Penalty: 4058.271973
	Iteration 0F: 3 clusters Score -391563.7 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -392412.718750 Penalty: 4058.271973
	Iteration 1F: 3 clusters Score -392412.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -392632.125000 Penalty: 4058.271973
	Iteration 2F: 3 clusters Score -392632.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -392830.000000 Penalty: 4058.271973
	Iteration 3F: 3 clusters Score -392830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -392970.093750 Penalty: 4058.271973
	Iteration 4F: 3 clusters Score -392970.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -393078.250000 Penalty: 4058.271973
	Iteration 5Q: 3 clusters Score -393078.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -393163.843750 Penalty: 4058.271973
	Iteration 6Q: 3 clusters Score -393163.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -393236.000000 Penalty: 4058.271973
	Iteration 7Q: 3 clusters Score -393236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -393300.812500 Penalty: 4058.271973
	Iteration 8Q: 3 clusters Score -393300.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -393366.343750 Penalty: 4058.271973
	Iteration 9Q: 3 clusters Score -393366.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -393416.062500 Penalty: 4058.271973
	Iteration 10Q: 3 clusters Score -393416.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -393454.875000 Penalty: 4058.271973
	Iteration 11Q: 3 clusters Score -393454.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -393495.468750 Penalty: 4058.271973
	Iteration 12Q: 3 clusters Score -393495.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -393541.593750 Penalty: 4058.271973
	Iteration 13Q: 3 clusters Score -393541.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -393579.437500 Penalty: 4058.271973
	Iteration 14Q: 3 clusters Score -393579.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -393613.156250 Penalty: 4058.271973
	Iteration 15Q: 3 clusters Score -393613.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -393644.093750 Penalty: 4058.271973
	Iteration 16Q: 3 clusters Score -393644.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -393676.968750 Penalty: 4058.271973
	Iteration 17Q: 3 clusters Score -393677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -393704.500000 Penalty: 4058.271973
	Iteration 18Q: 3 clusters Score -393704.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -393724.343750 Penalty: 4058.271973
	Iteration 19Q: 3 clusters Score -393724.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -393739.531250 Penalty: 4058.271973
	Iteration 20F: 3 clusters Score -393739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -393750.531250 Penalty: 4058.271973
	Iteration 21Q: 3 clusters Score -393750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -393755.375000 Penalty: 4058.271973
	Iteration 22Q: 3 clusters Score -393755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -393762.343750 Penalty: 4058.271973
	Iteration 23Q: 3 clusters Score -393762.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -393773.125000 Penalty: 4058.271973
	Iteration 24Q: 3 clusters Score -393773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -393779.875000 Penalty: 4058.271973
	Iteration 25Q: 3 clusters Score -393779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -393788.031250 Penalty: 4058.271973
	Iteration 26Q: 3 clusters Score -393788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -393792.156250 Penalty: 4058.271973
	Iteration 27Q: 3 clusters Score -393792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -393799.312500 Penalty: 4058.271973
	Iteration 28Q: 3 clusters Score -393799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -393802.343750 Penalty: 4058.271973
	Iteration 29Q: 3 clusters Score -393802.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -393807.156250 Penalty: 4058.271973
	Iteration 30Q: 3 clusters Score -393807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -393810.625000 Penalty: 4058.271973
	Iteration 31Q: 3 clusters Score -393810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -393810.625000 Penalty: 4058.271973
	Iteration 32F: 3 clusters Score -393810.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (37030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Entering Unmasked Estep 
Score: -3793538.000000 Penalty: 2608.832031
	Iteration 0F: 2 clusters Score -3793538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3768358.000000 Penalty: 5217.664062
	Iteration 0F: 3 clusters Score -3768358 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3778725.500000 Penalty: 5217.664062
	Iteration 1F: 3 clusters Score -3778726 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3780259.500000 Penalty: 5217.664062
	Iteration 2F: 3 clusters Score -3780260 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3781889.500000 Penalty: 5217.664062
	Iteration 3F: 3 clusters Score -3781890 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3783542.750000 Penalty: 5217.664062
	Iteration 4F: 3 clusters Score -3783543 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3784962.000000 Penalty: 5217.664062
	Iteration 5F: 3 clusters Score -3784962 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3786100.500000 Penalty: 5217.664062
	Iteration 6F: 3 clusters Score -3786100 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3786996.500000 Penalty: 5217.664062
	Iteration 7Q: 3 clusters Score -3786996 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3787631.500000 Penalty: 5217.664062
	Iteration 8Q: 3 clusters Score -3787632 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3788063.750000 Penalty: 5217.664062
	Iteration 9Q: 3 clusters Score -3788064 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3788363.250000 Penalty: 5217.664062
	Iteration 10Q: 3 clusters Score -3788363 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3788593.750000 Penalty: 5217.664062
	Iteration 11Q: 3 clusters Score -3788594 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3788780.500000 Penalty: 5217.664062
	Iteration 12Q: 3 clusters Score -3788780 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3788912.750000 Penalty: 5217.664062
	Iteration 13Q: 3 clusters Score -3788913 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3789001.000000 Penalty: 5217.664062
	Iteration 14Q: 3 clusters Score -3789001 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3789092.000000 Penalty: 5217.664062
	Iteration 15Q: 3 clusters Score -3789092 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3789198.250000 Penalty: 5217.664062
	Iteration 16Q: 3 clusters Score -3789198 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3789282.250000 Penalty: 5217.664062
	Iteration 17Q: 3 clusters Score -3789282 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3789365.500000 Penalty: 5217.664062
	Iteration 18Q: 3 clusters Score -3789366 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3789474.750000 Penalty: 5217.664062
	Iteration 19Q: 3 clusters Score -3789475 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3789592.250000 Penalty: 5217.664062
	Iteration 20F: 3 clusters Score -3789592 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3789696.750000 Penalty: 5217.664062
	Iteration 21Q: 3 clusters Score -3789697 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3789842.500000 Penalty: 5217.664062
	Iteration 22Q: 3 clusters Score -3789842 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3790000.500000 Penalty: 5217.664062
	Iteration 23Q: 3 clusters Score -3790000 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3790158.250000 Penalty: 5217.664062
	Iteration 24Q: 3 clusters Score -3790158 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3790309.500000 Penalty: 5217.664062
	Iteration 25Q: 3 clusters Score -3790310 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3790486.000000 Penalty: 5217.664062
	Iteration 26Q: 3 clusters Score -3790486 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3790663.250000 Penalty: 5217.664062
	Iteration 27Q: 3 clusters Score -3790663 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3790871.000000 Penalty: 5217.664062
	Iteration 28Q: 3 clusters Score -3790871 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3791038.500000 Penalty: 5217.664062
	Iteration 29Q: 3 clusters Score -3791038 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3791176.750000 Penalty: 5217.664062
	Iteration 30Q: 3 clusters Score -3791177 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3791316.750000 Penalty: 5217.664062
	Iteration 31Q: 3 clusters Score -3791317 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3791456.250000 Penalty: 5217.664062
	Iteration 32Q: 3 clusters Score -3791456 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3791592.250000 Penalty: 5217.664062
	Iteration 33Q: 3 clusters Score -3791592 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3791711.500000 Penalty: 5217.664062
	Iteration 34Q: 3 clusters Score -3791712 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3791822.500000 Penalty: 5217.664062
	Iteration 35Q: 3 clusters Score -3791822 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3791937.000000 Penalty: 5217.664062
	Iteration 36Q: 3 clusters Score -3791937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3792006.250000 Penalty: 5217.664062
	Iteration 37Q: 3 clusters Score -3792006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3792076.750000 Penalty: 5217.664062
	Iteration 38Q: 3 clusters Score -3792077 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3792147.500000 Penalty: 5217.664062
	Iteration 39Q: 3 clusters Score -3792148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3792192.750000 Penalty: 5217.664062
	Iteration 40F: 3 clusters Score -3792193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3792240.500000 Penalty: 5217.664062
	Iteration 41Q: 3 clusters Score -3792240 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3792286.500000 Penalty: 5217.664062
	Iteration 42Q: 3 clusters Score -3792286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3792307.750000 Penalty: 5217.664062
	Iteration 43Q: 3 clusters Score -3792308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3792359.250000 Penalty: 5217.664062
	Iteration 44Q: 3 clusters Score -3792359 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3792382.750000 Penalty: 5217.664062
	Iteration 45Q: 3 clusters Score -3792383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3792396.000000 Penalty: 5217.664062
	Iteration 46Q: 3 clusters Score -3792396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3792426.000000 Penalty: 5217.664062
	Iteration 47Q: 3 clusters Score -3792426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3792442.500000 Penalty: 5217.664062
	Iteration 48Q: 3 clusters Score -3792442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3792450.250000 Penalty: 5217.664062
	Iteration 49Q: 3 clusters Score -3792450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3792463.750000 Penalty: 5217.664062
	Iteration 50Q: 3 clusters Score -3792464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3792470.250000 Penalty: 5217.664062
	Iteration 51Q: 3 clusters Score -3792470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3792482.000000 Penalty: 5217.664062
	Iteration 52Q: 3 clusters Score -3792482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3792489.000000 Penalty: 5217.664062
	Iteration 53Q: 3 clusters Score -3792489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3792493.250000 Penalty: 5217.664062
	Iteration 54Q: 3 clusters Score -3792493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3792489.750000 Penalty: 5217.664062
	Iteration 55Q: 3 clusters Score -3792490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3792495.500000 Penalty: 5217.664062
	Iteration 56Q: 3 clusters Score -3792496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3792501.250000 Penalty: 5217.664062
	Iteration 57Q: 3 clusters Score -3792501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3792498.500000 Penalty: 5217.664062
	Iteration 58Q: 3 clusters Score -3792498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3792499.250000 Penalty: 5217.664062
	Iteration 59Q: 3 clusters Score -3792499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3792509.250000 Penalty: 5217.664062
	Iteration 60F: 3 clusters Score -3792509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3792505.750000 Penalty: 5217.664062
	Iteration 61Q: 3 clusters Score -3792506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3792508.000000 Penalty: 5217.664062
	Iteration 62Q: 3 clusters Score -3792508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3792511.500000 Penalty: 5217.664062
	Iteration 63Q: 3 clusters Score -3792512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3792513.250000 Penalty: 5217.664062
	Iteration 64Q: 3 clusters Score -3792513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3792513.250000 Penalty: 5217.664062
	Iteration 65F: 3 clusters Score -3792513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (56349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Entering Unmasked Estep 
Score: -6450144.500000 Penalty: 2712.951172
	Iteration 0F: 2 clusters Score -6450144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6412414.500000 Penalty: 5425.902344
	Iteration 0F: 3 clusters Score -6412414 nChanged 26088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -6427435.500000 Penalty: 5425.902344
	Iteration 1F: 3 clusters Score -6427436 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -6428357.500000 Penalty: 5425.902344
	Iteration 2Q: 3 clusters Score -6428358 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -6429503.500000 Penalty: 5425.902344
	Iteration 3Q: 3 clusters Score -6429504 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -6430929.500000 Penalty: 5425.902344
	Iteration 4F: 3 clusters Score -6430930 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -6432894.000000 Penalty: 5425.902344
	Iteration 5F: 3 clusters Score -6432894 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -6435304.500000 Penalty: 5425.902344
	Iteration 6F: 3 clusters Score -6435304 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -6438084.500000 Penalty: 5425.902344
	Iteration 7F: 3 clusters Score -6438084 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6440841.500000 Penalty: 5425.902344
	Iteration 8F: 3 clusters Score -6440842 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -6443279.500000 Penalty: 5425.902344
	Iteration 9F: 3 clusters Score -6443280 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -6445151.000000 Penalty: 5425.902344
	Iteration 10Q: 3 clusters Score -6445151 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -6446354.000000 Penalty: 5425.902344
	Iteration 11Q: 3 clusters Score -6446354 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -6447019.500000 Penalty: 5425.902344
	Iteration 12Q: 3 clusters Score -6447020 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -6447337.000000 Penalty: 5425.902344
	Iteration 13Q: 3 clusters Score -6447337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -6447496.000000 Penalty: 5425.902344
	Iteration 14Q: 3 clusters Score -6447496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -6447568.500000 Penalty: 5425.902344
	Iteration 15Q: 3 clusters Score -6447568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -6447649.000000 Penalty: 5425.902344
	Iteration 16Q: 3 clusters Score -6447649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -6447688.500000 Penalty: 5425.902344
	Iteration 17Q: 3 clusters Score -6447688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -6447727.500000 Penalty: 5425.902344
	Iteration 18Q: 3 clusters Score -6447728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -6447746.000000 Penalty: 5425.902344
	Iteration 19Q: 3 clusters Score -6447746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -6447767.500000 Penalty: 5425.902344
	Iteration 20F: 3 clusters Score -6447768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -6447780.000000 Penalty: 5425.902344
	Iteration 21Q: 3 clusters Score -6447780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -6447785.000000 Penalty: 5425.902344
	Iteration 22Q: 3 clusters Score -6447785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -6447795.500000 Penalty: 5425.902344
	Iteration 23Q: 3 clusters Score -6447796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -6447804.000000 Penalty: 5425.902344
	Iteration 24Q: 3 clusters Score -6447804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -6447811.500000 Penalty: 5425.902344
	Iteration 25Q: 3 clusters Score -6447812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -6447815.500000 Penalty: 5425.902344
	Iteration 26Q: 3 clusters Score -6447816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -6447821.500000 Penalty: 5425.902344
	Iteration 27Q: 3 clusters Score -6447822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -6447822.500000 Penalty: 5425.902344
	Iteration 28Q: 3 clusters Score -6447822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -6447822.500000 Penalty: 5425.902344
	Iteration 29Q: 3 clusters Score -6447822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -6447826.000000 Penalty: 5425.902344
	Iteration 30Q: 3 clusters Score -6447826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -6447826.500000 Penalty: 5425.902344
	Iteration 31Q: 3 clusters Score -6447826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6447825.500000 Penalty: 5425.902344
	Iteration 32Q: 3 clusters Score -6447826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6447825.500000 Penalty: 5425.902344
	Iteration 33F: 3 clusters Score -6447826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -969447.000000 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -969447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -962472.875000 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -962472.9 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -964599.625000 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -964599.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -965151.312500 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -965151.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -965825.937500 Penalty: 4511.084961
	Iteration 3F: 3 clusters Score -965825.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -966731.812500 Penalty: 4511.084961
	Iteration 4F: 3 clusters Score -966731.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -968203.625000 Penalty: 4511.084961
	Iteration 5F: 3 clusters Score -968203.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -969582.062500 Penalty: 4511.084961
	Iteration 6F: 3 clusters Score -969582.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -970119.562500 Penalty: 4511.084961
	Iteration 7F: 3 clusters Score -970119.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -970321.000000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -970321 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -970434.812500 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -970434.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -970527.625000 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -970527.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -970616.500000 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -970616.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -970722.812500 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -970722.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -970859.937500 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -970859.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -971010.687500 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -971010.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -971165.625000 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -971165.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -971319.750000 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -971319.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -971434.625000 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -971434.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -971488.812500 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -971488.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -971511.375000 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -971511.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -971519.062500 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -971519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -971522.125000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -971522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -971523.375000 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -971523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -971522.812500 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -971522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -971523.000000 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -971523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -971523.000000 Penalty: 4511.084961
	Iteration 25F: 3 clusters Score -971523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 6697 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2213 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
Score: -212296000.000000 Penalty: 366495.125000
Splitting cluster 79 changes total score from -212294928.000000 to -212296000.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 80 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -140100.265625 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -140100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -137972.500000 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -137972.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138484.609375 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -138484.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138669.328125 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -138669.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138755.968750 Penalty: 3595.258057
	Iteration 3Q: 3 clusters Score -138756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138810.750000 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -138810.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138849.500000 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -138849.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138884.765625 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -138884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138921.140625 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -138921.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138948.515625 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -138948.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138958.453125 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -138958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138962.531250 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -138962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -138965.937500 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -138965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -138971.296875 Penalty: 3595.258057
	Iteration 12Q: 3 clusters Score -138971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138974.796875 Penalty: 3595.258057
	Iteration 13Q: 3 clusters Score -138974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138978.625000 Penalty: 3595.258057
	Iteration 14Q: 3 clusters Score -138978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138978.859375 Penalty: 3595.258057
	Iteration 15Q: 3 clusters Score -138978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138978.859375 Penalty: 3595.258057
	Iteration 16F: 3 clusters Score -138978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -22229.160156 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -22229.16 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 116 members 
Entering Unmasked Estep 
Score: -21180.316406 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -21180.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21330.777344 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -21330.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21389.960938 Penalty: 2728.624268
	Iteration 2F: 3 clusters Score -21389.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21435.035156 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -21435.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21485.580078 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -21485.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21544.576172 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -21544.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21574.679688 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -21574.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21579.572266 Penalty: 2728.624268
	Iteration 7Q: 3 clusters Score -21579.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21579.572266 Penalty: 2728.624268
	Iteration 8F: 3 clusters Score -21579.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (5185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Entering Unmasked Estep 
Score: -492313.500000 Penalty: 2121.274170
	Iteration 0F: 2 clusters Score -492313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -487725.500000 Penalty: 4242.548340
	Iteration 0F: 3 clusters Score -487725.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -488967.593750 Penalty: 4242.548340
	Iteration 1F: 3 clusters Score -488967.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -489294.000000 Penalty: 4242.548340
	Iteration 2F: 3 clusters Score -489294 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -489539.500000 Penalty: 4242.548340
	Iteration 3F: 3 clusters Score -489539.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -489775.781250 Penalty: 4242.548340
	Iteration 4F: 3 clusters Score -489775.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -490004.437500 Penalty: 4242.548340
	Iteration 5Q: 3 clusters Score -490004.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -490204.843750 Penalty: 4242.548340
	Iteration 6F: 3 clusters Score -490204.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -490352.343750 Penalty: 4242.548340
	Iteration 7Q: 3 clusters Score -490352.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490471.187500 Penalty: 4242.548340
	Iteration 8Q: 3 clusters Score -490471.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -490557.187500 Penalty: 4242.548340
	Iteration 9Q: 3 clusters Score -490557.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -490620.843750 Penalty: 4242.548340
	Iteration 10Q: 3 clusters Score -490620.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -490667.250000 Penalty: 4242.548340
	Iteration 11Q: 3 clusters Score -490667.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -490716.750000 Penalty: 4242.548340
	Iteration 12Q: 3 clusters Score -490716.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -490781.500000 Penalty: 4242.548340
	Iteration 13Q: 3 clusters Score -490781.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -490849.562500 Penalty: 4242.548340
	Iteration 14Q: 3 clusters Score -490849.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -490916.937500 Penalty: 4242.548340
	Iteration 15Q: 3 clusters Score -490916.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -490972.687500 Penalty: 4242.548340
	Iteration 16Q: 3 clusters Score -490972.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -491011.093750 Penalty: 4242.548340
	Iteration 17Q: 3 clusters Score -491011.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -491037.781250 Penalty: 4242.548340
	Iteration 18Q: 3 clusters Score -491037.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -491059.562500 Penalty: 4242.548340
	Iteration 19Q: 3 clusters Score -491059.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -491081.906250 Penalty: 4242.548340
	Iteration 20F: 3 clusters Score -491081.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -491101.937500 Penalty: 4242.548340
	Iteration 21Q: 3 clusters Score -491101.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -491115.562500 Penalty: 4242.548340
	Iteration 22Q: 3 clusters Score -491115.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -491129.500000 Penalty: 4242.548340
	Iteration 23Q: 3 clusters Score -491129.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -491149.562500 Penalty: 4242.548340
	Iteration 24Q: 3 clusters Score -491149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -491166.593750 Penalty: 4242.548340
	Iteration 25Q: 3 clusters Score -491166.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -491181.000000 Penalty: 4242.548340
	Iteration 26Q: 3 clusters Score -491181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -491200.531250 Penalty: 4242.548340
	Iteration 27Q: 3 clusters Score -491200.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -491216.406250 Penalty: 4242.548340
	Iteration 28Q: 3 clusters Score -491216.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -491228.968750 Penalty: 4242.548340
	Iteration 29Q: 3 clusters Score -491229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -491241.750000 Penalty: 4242.548340
	Iteration 30Q: 3 clusters Score -491241.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -491251.718750 Penalty: 4242.548340
	Iteration 31Q: 3 clusters Score -491251.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -491257.062500 Penalty: 4242.548340
	Iteration 32Q: 3 clusters Score -491257.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -491264.937500 Penalty: 4242.548340
	Iteration 33Q: 3 clusters Score -491264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -491271.031250 Penalty: 4242.548340
	Iteration 34Q: 3 clusters Score -491271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -491277.500000 Penalty: 4242.548340
	Iteration 35Q: 3 clusters Score -491277.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -491285.000000 Penalty: 4242.548340
	Iteration 36Q: 3 clusters Score -491285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -491290.437500 Penalty: 4242.548340
	Iteration 37Q: 3 clusters Score -491290.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -491300.000000 Penalty: 4242.548340
	Iteration 38Q: 3 clusters Score -491300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -491317.218750 Penalty: 4242.548340
	Iteration 39Q: 3 clusters Score -491317.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -491334.812500 Penalty: 4242.548340
	Iteration 40F: 3 clusters Score -491334.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -491359.062500 Penalty: 4242.548340
	Iteration 41Q: 3 clusters Score -491359.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -491386.437500 Penalty: 4242.548340
	Iteration 42Q: 3 clusters Score -491386.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -491409.843750 Penalty: 4242.548340
	Iteration 43Q: 3 clusters Score -491409.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -491423.468750 Penalty: 4242.548340
	Iteration 44Q: 3 clusters Score -491423.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -491433.437500 Penalty: 4242.548340
	Iteration 45Q: 3 clusters Score -491433.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -491441.031250 Penalty: 4242.548340
	Iteration 46Q: 3 clusters Score -491441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -491448.062500 Penalty: 4242.548340
	Iteration 47Q: 3 clusters Score -491448.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -491455.437500 Penalty: 4242.548340
	Iteration 48Q: 3 clusters Score -491455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -491460.781250 Penalty: 4242.548340
	Iteration 49Q: 3 clusters Score -491460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -491468.625000 Penalty: 4242.548340
	Iteration 50Q: 3 clusters Score -491468.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -491478.687500 Penalty: 4242.548340
	Iteration 51Q: 3 clusters Score -491478.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -491486.125000 Penalty: 4242.548340
	Iteration 52Q: 3 clusters Score -491486.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -491495.281250 Penalty: 4242.548340
	Iteration 53Q: 3 clusters Score -491495.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -491502.187500 Penalty: 4242.548340
	Iteration 54Q: 3 clusters Score -491502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -491503.875000 Penalty: 4242.548340
	Iteration 55Q: 3 clusters Score -491503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -491507.531250 Penalty: 4242.548340
	Iteration 56Q: 3 clusters Score -491507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -491510.843750 Penalty: 4242.548340
	Iteration 57Q: 3 clusters Score -491510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -491511.468750 Penalty: 4242.548340
	Iteration 58Q: 3 clusters Score -491511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -491516.250000 Penalty: 4242.548340
	Iteration 59Q: 3 clusters Score -491516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -491523.312500 Penalty: 4242.548340
	Iteration 60F: 3 clusters Score -491523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -491524.343750 Penalty: 4242.548340
	Iteration 61Q: 3 clusters Score -491524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -491526.031250 Penalty: 4242.548340
	Iteration 62Q: 3 clusters Score -491526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -491526.375000 Penalty: 4242.548340
	Iteration 63Q: 3 clusters Score -491526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -491526.375000 Penalty: 4242.548340
	Iteration 64F: 3 clusters Score -491526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -252078.125000 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -252078.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -249171.500000 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -249171.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -249775.828125 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -249775.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -249942.343750 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -249942.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -250032.656250 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -250032.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250107.140625 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -250107.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -250182.843750 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -250182.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -250246.218750 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -250246.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250298.578125 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -250298.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -250357.250000 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -250357.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -250415.671875 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -250415.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -250467.203125 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -250467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250503.437500 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -250503.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -250545.687500 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -250545.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -250589.531250 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -250589.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -250618.000000 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -250618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -250638.406250 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -250638.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -250658.109375 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -250658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -250668.468750 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -250668.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -250675.718750 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -250675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -250684.140625 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -250684.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -250689.000000 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -250689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -250693.296875 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -250693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -250698.796875 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -250698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -250701.828125 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -250701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -250705.187500 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -250705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -250708.093750 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -250708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -250711.312500 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -250711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -250714.765625 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -250714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -250718.140625 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -250718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -250720.390625 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -250720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -250720.765625 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -250720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -250720.765625 Penalty: 3862.952881
	Iteration 31F: 3 clusters Score -250720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -265458.750000 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -265458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -262414.531250 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -262414.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -263238.312500 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -263238.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -263552.406250 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -263552.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263781.093750 Penalty: 3915.026611
	Iteration 3F: 3 clusters Score -263781.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -263920.125000 Penalty: 3915.026611
	Iteration 4F: 3 clusters Score -263920.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -264023.687500 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -264023.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -264102.531250 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -264102.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -264159.812500 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -264159.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -264208.062500 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -264208.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -264249.968750 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -264250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -264279.250000 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -264279.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264300.125000 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -264300.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -264320.812500 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -264320.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -264338.406250 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -264338.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -264352.468750 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -264352.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -264368.437500 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -264368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -264387.500000 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -264387.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -264403.750000 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -264403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -264411.500000 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -264411.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264423.000000 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -264423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -264431.781250 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -264431.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264443.687500 Penalty: 3915.026611
	Iteration 21Q: 3 clusters Score -264443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -264454.000000 Penalty: 3915.026611
	Iteration 22Q: 3 clusters Score -264454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -264464.125000 Penalty: 3915.026611
	Iteration 23Q: 3 clusters Score -264464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -264469.062500 Penalty: 3915.026611
	Iteration 24Q: 3 clusters Score -264469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -264472.000000 Penalty: 3915.026611
	Iteration 25Q: 3 clusters Score -264472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -264472.781250 Penalty: 3915.026611
	Iteration 26Q: 3 clusters Score -264472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -264472.781250 Penalty: 3915.026611
	Iteration 27F: 3 clusters Score -264472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -435422.187500 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -435422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431629.500000 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -431629.5 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -432462.312500 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -432462.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -432643.000000 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -432643 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -432737.718750 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -432737.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -432793.812500 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -432793.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -432848.687500 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -432848.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -432895.843750 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -432895.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -432930.968750 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -432931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -432954.906250 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -432954.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -432981.312500 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -432981.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -433000.625000 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -433000.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -433022.312500 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -433022.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -433044.312500 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -433044.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -433063.531250 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -433063.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -433077.937500 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -433077.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -433092.906250 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -433092.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -433107.406250 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -433107.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -433121.406250 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -433121.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -433133.156250 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -433133.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -433149.187500 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -433149.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -433161.906250 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -433161.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -433177.125000 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -433177.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -433189.812500 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -433189.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -433199.937500 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -433199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -433205.562500 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -433205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -433212.531250 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -433212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -433219.437500 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -433219.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -433229.843750 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -433229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -433242.000000 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -433242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -433252.031250 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -433252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -433260.093750 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -433260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -433268.062500 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -433268.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -433277.406250 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -433277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -433289.406250 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -433289.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -433305.656250 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -433305.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -433320.062500 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -433320.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -433330.562500 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -433330.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -433345.781250 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -433345.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -433356.406250 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -433356.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -433366.187500 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -433366.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -433374.375000 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -433374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -433375.750000 Penalty: 4090.751221
	Iteration 41Q: 3 clusters Score -433375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -433379.687500 Penalty: 4090.751221
	Iteration 42Q: 3 clusters Score -433379.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -433384.687500 Penalty: 4090.751221
	Iteration 43Q: 3 clusters Score -433384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -433389.125000 Penalty: 4090.751221
	Iteration 44Q: 3 clusters Score -433389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -433390.437500 Penalty: 4090.751221
	Iteration 45Q: 3 clusters Score -433390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -433391.343750 Penalty: 4090.751221
	Iteration 46Q: 3 clusters Score -433391.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -433393.437500 Penalty: 4090.751221
	Iteration 47Q: 3 clusters Score -433393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -433394.593750 Penalty: 4090.751221
	Iteration 48Q: 3 clusters Score -433394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -433397.343750 Penalty: 4090.751221
	Iteration 49Q: 3 clusters Score -433397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -433403.031250 Penalty: 4090.751221
	Iteration 50Q: 3 clusters Score -433403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -433406.312500 Penalty: 4090.751221
	Iteration 51Q: 3 clusters Score -433406.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -433408.625000 Penalty: 4090.751221
	Iteration 52Q: 3 clusters Score -433408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -433411.593750 Penalty: 4090.751221
	Iteration 53Q: 3 clusters Score -433411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -433415.312500 Penalty: 4090.751221
	Iteration 54Q: 3 clusters Score -433415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -433420.281250 Penalty: 4090.751221
	Iteration 55Q: 3 clusters Score -433420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -433423.843750 Penalty: 4090.751221
	Iteration 56Q: 3 clusters Score -433423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -433427.937500 Penalty: 4090.751221
	Iteration 57Q: 3 clusters Score -433427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -433435.531250 Penalty: 4090.751221
	Iteration 58Q: 3 clusters Score -433435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -433442.531250 Penalty: 4090.751221
	Iteration 59Q: 3 clusters Score -433442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -433445.875000 Penalty: 4090.751221
	Iteration 60F: 3 clusters Score -433445.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -433453.312500 Penalty: 4090.751221
	Iteration 61Q: 3 clusters Score -433453.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -433460.531250 Penalty: 4090.751221
	Iteration 62Q: 3 clusters Score -433460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -433462.468750 Penalty: 4090.751221
	Iteration 63Q: 3 clusters Score -433462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -433464.250000 Penalty: 4090.751221
	Iteration 64Q: 3 clusters Score -433464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -433464.843750 Penalty: 4090.751221
	Iteration 65Q: 3 clusters Score -433464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -433466.781250 Penalty: 4090.751221
	Iteration 66Q: 3 clusters Score -433466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -433469.875000 Penalty: 4090.751221
	Iteration 67Q: 3 clusters Score -433469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -433474.218750 Penalty: 4090.751221
	Iteration 68Q: 3 clusters Score -433474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -433475.187500 Penalty: 4090.751221
	Iteration 69Q: 3 clusters Score -433475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -433475.781250 Penalty: 4090.751221
	Iteration 70Q: 3 clusters Score -433475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -433475.656250 Penalty: 4090.751221
	Iteration 71Q: 3 clusters Score -433475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -433476.875000 Penalty: 4090.751221
	Iteration 72Q: 3 clusters Score -433476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -433476.406250 Penalty: 4090.751221
	Iteration 73Q: 3 clusters Score -433476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -433477.250000 Penalty: 4090.751221
	Iteration 74Q: 3 clusters Score -433477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -433478.156250 Penalty: 4090.751221
	Iteration 75Q: 3 clusters Score -433478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -433478.968750 Penalty: 4090.751221
	Iteration 76Q: 3 clusters Score -433479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -433480.843750 Penalty: 4090.751221
	Iteration 77Q: 3 clusters Score -433480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -433482.218750 Penalty: 4090.751221
	Iteration 78Q: 3 clusters Score -433482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -433482.750000 Penalty: 4090.751221
	Iteration 79Q: 3 clusters Score -433482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -433486.031250 Penalty: 4090.751221
	Iteration 80F: 3 clusters Score -433486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -433488.562500 Penalty: 4090.751221
	Iteration 81Q: 3 clusters Score -433488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -433491.031250 Penalty: 4090.751221
	Iteration 82Q: 3 clusters Score -433491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -433493.125000 Penalty: 4090.751221
	Iteration 83Q: 3 clusters Score -433493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -433495.000000 Penalty: 4090.751221
	Iteration 84Q: 3 clusters Score -433495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -433499.687500 Penalty: 4090.751221
	Iteration 85Q: 3 clusters Score -433499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -433507.093750 Penalty: 4090.751221
	Iteration 86Q: 3 clusters Score -433507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -433512.531250 Penalty: 4090.751221
	Iteration 87Q: 3 clusters Score -433512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -433513.656250 Penalty: 4090.751221
	Iteration 88Q: 3 clusters Score -433513.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -433516.875000 Penalty: 4090.751221
	Iteration 89Q: 3 clusters Score -433516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -433517.625000 Penalty: 4090.751221
	Iteration 90Q: 3 clusters Score -433517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -433518.343750 Penalty: 4090.751221
	Iteration 91Q: 3 clusters Score -433518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -433518.343750 Penalty: 4090.751221
	Iteration 92F: 3 clusters Score -433518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -825621.562500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -825621.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -819836.250000 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -819836.2 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -821258.937500 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -821258.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -821487.437500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -821487.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -821667.812500 Penalty: 4388.931641
	Iteration 3Q: 3 clusters Score -821667.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -821816.375000 Penalty: 4388.931641
	Iteration 4Q: 3 clusters Score -821816.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -821962.375000 Penalty: 4388.931641
	Iteration 5Q: 3 clusters Score -821962.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -822096.562500 Penalty: 4388.931641
	Iteration 6Q: 3 clusters Score -822096.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -822198.187500 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -822198.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -822289.500000 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -822289.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -822384.750000 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -822384.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -822493.875000 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -822493.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -822595.500000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -822595.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -822690.187500 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -822690.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -822784.562500 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -822784.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -822884.250000 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -822884.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -822981.125000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -822981.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -823092.812500 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -823092.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -823187.750000 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -823187.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -823269.625000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -823269.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -823331.062500 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -823331.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -823384.312500 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -823384.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -823440.187500 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -823440.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -823482.125000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -823482.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -823522.750000 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -823522.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -823551.875000 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -823551.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -823579.062500 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -823579.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -823597.250000 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -823597.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -823619.125000 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -823619.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -823634.562500 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -823634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -823641.250000 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -823641.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -823645.062500 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -823645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -823653.062500 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -823653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -823653.375000 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -823653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -823657.687500 Penalty: 4388.931641
	Iteration 33Q: 3 clusters Score -823657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -823660.625000 Penalty: 4388.931641
	Iteration 34Q: 3 clusters Score -823660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -823666.312500 Penalty: 4388.931641
	Iteration 35Q: 3 clusters Score -823666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -823671.125000 Penalty: 4388.931641
	Iteration 36Q: 3 clusters Score -823671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -823674.437500 Penalty: 4388.931641
	Iteration 37Q: 3 clusters Score -823674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -823677.937500 Penalty: 4388.931641
	Iteration 38Q: 3 clusters Score -823677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -823678.500000 Penalty: 4388.931641
	Iteration 39Q: 3 clusters Score -823678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -823678.500000 Penalty: 4388.931641
	Iteration 40F: 3 clusters Score -823678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (11692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Entering Unmasked Estep 
Score: -1301588.000000 Penalty: 2322.931641
	Iteration 0F: 2 clusters Score -1301588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1292866.750000 Penalty: 4645.863281
	Iteration 0F: 3 clusters Score -1292867 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1295451.500000 Penalty: 4645.863281
	Iteration 1F: 3 clusters Score -1295452 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1295884.625000 Penalty: 4645.863281
	Iteration 2F: 3 clusters Score -1295885 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1296256.250000 Penalty: 4645.863281
	Iteration 3F: 3 clusters Score -1296256 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1296589.000000 Penalty: 4645.863281
	Iteration 4F: 3 clusters Score -1296589 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1296877.250000 Penalty: 4645.863281
	Iteration 5Q: 3 clusters Score -1296877 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1297139.125000 Penalty: 4645.863281
	Iteration 6Q: 3 clusters Score -1297139 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1297390.500000 Penalty: 4645.863281
	Iteration 7Q: 3 clusters Score -1297390 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1297604.125000 Penalty: 4645.863281
	Iteration 8Q: 3 clusters Score -1297604 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1297819.750000 Penalty: 4645.863281
	Iteration 9Q: 3 clusters Score -1297820 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1298034.750000 Penalty: 4645.863281
	Iteration 10Q: 3 clusters Score -1298035 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1298263.125000 Penalty: 4645.863281
	Iteration 11Q: 3 clusters Score -1298263 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1298507.875000 Penalty: 4645.863281
	Iteration 12Q: 3 clusters Score -1298508 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1298718.000000 Penalty: 4645.863281
	Iteration 13Q: 3 clusters Score -1298718 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1298896.375000 Penalty: 4645.863281
	Iteration 14Q: 3 clusters Score -1298896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1299060.875000 Penalty: 4645.863281
	Iteration 15Q: 3 clusters Score -1299061 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1299263.500000 Penalty: 4645.863281
	Iteration 16Q: 3 clusters Score -1299264 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1299433.625000 Penalty: 4645.863281
	Iteration 17Q: 3 clusters Score -1299434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1299545.000000 Penalty: 4645.863281
	Iteration 18Q: 3 clusters Score -1299545 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1299619.375000 Penalty: 4645.863281
	Iteration 19Q: 3 clusters Score -1299619 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1299681.500000 Penalty: 4645.863281
	Iteration 20F: 3 clusters Score -1299682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1299727.875000 Penalty: 4645.863281
	Iteration 21Q: 3 clusters Score -1299728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1299766.250000 Penalty: 4645.863281
	Iteration 22Q: 3 clusters Score -1299766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1299801.250000 Penalty: 4645.863281
	Iteration 23Q: 3 clusters Score -1299801 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1299822.500000 Penalty: 4645.863281
	Iteration 24Q: 3 clusters Score -1299822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1299838.000000 Penalty: 4645.863281
	Iteration 25Q: 3 clusters Score -1299838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1299848.625000 Penalty: 4645.863281
	Iteration 26Q: 3 clusters Score -1299849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1299856.125000 Penalty: 4645.863281
	Iteration 27Q: 3 clusters Score -1299856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1299870.875000 Penalty: 4645.863281
	Iteration 28Q: 3 clusters Score -1299871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1299880.500000 Penalty: 4645.863281
	Iteration 29Q: 3 clusters Score -1299880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1299889.125000 Penalty: 4645.863281
	Iteration 30Q: 3 clusters Score -1299889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1299901.125000 Penalty: 4645.863281
	Iteration 31Q: 3 clusters Score -1299901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1299910.500000 Penalty: 4645.863281
	Iteration 32Q: 3 clusters Score -1299910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1299915.250000 Penalty: 4645.863281
	Iteration 33Q: 3 clusters Score -1299915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1299924.500000 Penalty: 4645.863281
	Iteration 34Q: 3 clusters Score -1299924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1299927.125000 Penalty: 4645.863281
	Iteration 35Q: 3 clusters Score -1299927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1299931.875000 Penalty: 4645.863281
	Iteration 36Q: 3 clusters Score -1299932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1299934.125000 Penalty: 4645.863281
	Iteration 37Q: 3 clusters Score -1299934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1299935.500000 Penalty: 4645.863281
	Iteration 38Q: 3 clusters Score -1299936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1299939.375000 Penalty: 4645.863281
	Iteration 39Q: 3 clusters Score -1299939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1299939.625000 Penalty: 4645.863281
	Iteration 40F: 3 clusters Score -1299940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1299938.750000 Penalty: 4645.863281
	Iteration 41Q: 3 clusters Score -1299939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1299943.875000 Penalty: 4645.863281
	Iteration 42Q: 3 clusters Score -1299944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1299950.000000 Penalty: 4645.863281
	Iteration 43Q: 3 clusters Score -1299950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1299950.625000 Penalty: 4645.863281
	Iteration 44Q: 3 clusters Score -1299951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1299959.750000 Penalty: 4645.863281
	Iteration 45Q: 3 clusters Score -1299960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1299962.375000 Penalty: 4645.863281
	Iteration 46Q: 3 clusters Score -1299962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1299965.750000 Penalty: 4645.863281
	Iteration 47Q: 3 clusters Score -1299966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1299968.750000 Penalty: 4645.863281
	Iteration 48Q: 3 clusters Score -1299969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1299972.875000 Penalty: 4645.863281
	Iteration 49Q: 3 clusters Score -1299973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1299975.750000 Penalty: 4645.863281
	Iteration 50Q: 3 clusters Score -1299976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1299979.500000 Penalty: 4645.863281
	Iteration 51Q: 3 clusters Score -1299980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1299980.625000 Penalty: 4645.863281
	Iteration 52Q: 3 clusters Score -1299981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1299982.250000 Penalty: 4645.863281
	Iteration 53Q: 3 clusters Score -1299982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1299981.125000 Penalty: 4645.863281
	Iteration 54Q: 3 clusters Score -1299981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1299981.625000 Penalty: 4645.863281
	Iteration 55Q: 3 clusters Score -1299982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1299982.375000 Penalty: 4645.863281
	Iteration 56Q: 3 clusters Score -1299982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1299982.125000 Penalty: 4645.863281
	Iteration 57Q: 3 clusters Score -1299982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1299982.125000 Penalty: 4645.863281
	Iteration 58F: 3 clusters Score -1299982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (3987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Entering Unmasked Estep 
Score: -348564.000000 Penalty: 2056.116943
	Iteration 0F: 2 clusters Score -348564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -344731.656250 Penalty: 4112.233887
	Iteration 0F: 3 clusters Score -344731.7 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -345916.531250 Penalty: 4112.233887
	Iteration 1F: 3 clusters Score -345916.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -346407.750000 Penalty: 4112.233887
	Iteration 2F: 3 clusters Score -346407.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -346827.843750 Penalty: 4112.233887
	Iteration 3F: 3 clusters Score -346827.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -347148.218750 Penalty: 4112.233887
	Iteration 4F: 3 clusters Score -347148.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -347421.937500 Penalty: 4112.233887
	Iteration 5F: 3 clusters Score -347421.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -347627.937500 Penalty: 4112.233887
	Iteration 6Q: 3 clusters Score -347627.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -347759.750000 Penalty: 4112.233887
	Iteration 7Q: 3 clusters Score -347759.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -347838.656250 Penalty: 4112.233887
	Iteration 8Q: 3 clusters Score -347838.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -347880.687500 Penalty: 4112.233887
	Iteration 9Q: 3 clusters Score -347880.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -347908.968750 Penalty: 4112.233887
	Iteration 10Q: 3 clusters Score -347909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -347921.875000 Penalty: 4112.233887
	Iteration 11Q: 3 clusters Score -347921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -347929.093750 Penalty: 4112.233887
	Iteration 12Q: 3 clusters Score -347929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -347937.812500 Penalty: 4112.233887
	Iteration 13Q: 3 clusters Score -347937.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -347945.125000 Penalty: 4112.233887
	Iteration 14Q: 3 clusters Score -347945.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -347952.281250 Penalty: 4112.233887
	Iteration 15Q: 3 clusters Score -347952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -347959.937500 Penalty: 4112.233887
	Iteration 16Q: 3 clusters Score -347959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -347962.593750 Penalty: 4112.233887
	Iteration 17Q: 3 clusters Score -347962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -347966.656250 Penalty: 4112.233887
	Iteration 18Q: 3 clusters Score -347966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -347969.812500 Penalty: 4112.233887
	Iteration 19Q: 3 clusters Score -347969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -347971.156250 Penalty: 4112.233887
	Iteration 20F: 3 clusters Score -347971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -347972.875000 Penalty: 4112.233887
	Iteration 21Q: 3 clusters Score -347972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -347972.906250 Penalty: 4112.233887
	Iteration 22Q: 3 clusters Score -347972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -347973.343750 Penalty: 4112.233887
	Iteration 23Q: 3 clusters Score -347973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -347974.968750 Penalty: 4112.233887
	Iteration 24Q: 3 clusters Score -347975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -347976.875000 Penalty: 4112.233887
	Iteration 25Q: 3 clusters Score -347976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -347982.281250 Penalty: 4112.233887
	Iteration 26Q: 3 clusters Score -347982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -347990.593750 Penalty: 4112.233887
	Iteration 27Q: 3 clusters Score -347990.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -348001.906250 Penalty: 4112.233887
	Iteration 28Q: 3 clusters Score -348001.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -348019.312500 Penalty: 4112.233887
	Iteration 29Q: 3 clusters Score -348019.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -348028.250000 Penalty: 4112.233887
	Iteration 30Q: 3 clusters Score -348028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -348046.125000 Penalty: 4112.233887
	Iteration 31Q: 3 clusters Score -348046.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -348066.687500 Penalty: 4112.233887
	Iteration 32Q: 3 clusters Score -348066.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -348084.218750 Penalty: 4112.233887
	Iteration 33Q: 3 clusters Score -348084.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -348102.250000 Penalty: 4112.233887
	Iteration 34Q: 3 clusters Score -348102.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -348120.875000 Penalty: 4112.233887
	Iteration 35Q: 3 clusters Score -348120.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -348143.531250 Penalty: 4112.233887
	Iteration 36Q: 3 clusters Score -348143.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -348161.187500 Penalty: 4112.233887
	Iteration 37Q: 3 clusters Score -348161.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -348174.406250 Penalty: 4112.233887
	Iteration 38Q: 3 clusters Score -348174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -348183.000000 Penalty: 4112.233887
	Iteration 39Q: 3 clusters Score -348183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -348185.843750 Penalty: 4112.233887
	Iteration 40F: 3 clusters Score -348185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -348187.062500 Penalty: 4112.233887
	Iteration 41Q: 3 clusters Score -348187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -348190.093750 Penalty: 4112.233887
	Iteration 42Q: 3 clusters Score -348190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -348189.593750 Penalty: 4112.233887
	Iteration 43Q: 3 clusters Score -348189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -348190.593750 Penalty: 4112.233887
	Iteration 44Q: 3 clusters Score -348190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -348192.187500 Penalty: 4112.233887
	Iteration 45Q: 3 clusters Score -348192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -348194.812500 Penalty: 4112.233887
	Iteration 46Q: 3 clusters Score -348194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -348194.937500 Penalty: 4112.233887
	Iteration 47Q: 3 clusters Score -348194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -348194.937500 Penalty: 4112.233887
	Iteration 48F: 3 clusters Score -348194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -946303.937500 Penalty: 2261.455811
	Iteration 0F: 2 clusters Score -946303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -939224.937500 Penalty: 4522.911621
	Iteration 0F: 3 clusters Score -939224.9 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -941298.250000 Penalty: 4522.911621
	Iteration 1F: 3 clusters Score -941298.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -941657.437500 Penalty: 4522.911621
	Iteration 2F: 3 clusters Score -941657.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -941919.687500 Penalty: 4522.911621
	Iteration 3F: 3 clusters Score -941919.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -942145.000000 Penalty: 4522.911621
	Iteration 4Q: 3 clusters Score -942145 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -942342.625000 Penalty: 4522.911621
	Iteration 5Q: 3 clusters Score -942342.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -942519.375000 Penalty: 4522.911621
	Iteration 6Q: 3 clusters Score -942519.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -942695.375000 Penalty: 4522.911621
	Iteration 7Q: 3 clusters Score -942695.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -942878.125000 Penalty: 4522.911621
	Iteration 8Q: 3 clusters Score -942878.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -943080.625000 Penalty: 4522.911621
	Iteration 9Q: 3 clusters Score -943080.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -943309.375000 Penalty: 4522.911621
	Iteration 10Q: 3 clusters Score -943309.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -943522.937500 Penalty: 4522.911621
	Iteration 11Q: 3 clusters Score -943522.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -943764.750000 Penalty: 4522.911621
	Iteration 12Q: 3 clusters Score -943764.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -944052.437500 Penalty: 4522.911621
	Iteration 13Q: 3 clusters Score -944052.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -944326.500000 Penalty: 4522.911621
	Iteration 14Q: 3 clusters Score -944326.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -944517.875000 Penalty: 4522.911621
	Iteration 15Q: 3 clusters Score -944517.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -944672.937500 Penalty: 4522.911621
	Iteration 16Q: 3 clusters Score -944672.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -944789.687500 Penalty: 4522.911621
	Iteration 17Q: 3 clusters Score -944789.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -944880.750000 Penalty: 4522.911621
	Iteration 18Q: 3 clusters Score -944880.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -944941.125000 Penalty: 4522.911621
	Iteration 19Q: 3 clusters Score -944941.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -944982.937500 Penalty: 4522.911621
	Iteration 20F: 3 clusters Score -944982.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -945021.062500 Penalty: 4522.911621
	Iteration 21Q: 3 clusters Score -945021.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -945047.312500 Penalty: 4522.911621
	Iteration 22Q: 3 clusters Score -945047.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -945077.875000 Penalty: 4522.911621
	Iteration 23Q: 3 clusters Score -945077.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -945110.500000 Penalty: 4522.911621
	Iteration 24Q: 3 clusters Score -945110.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -945134.187500 Penalty: 4522.911621
	Iteration 25Q: 3 clusters Score -945134.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -945151.875000 Penalty: 4522.911621
	Iteration 26Q: 3 clusters Score -945151.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -945168.250000 Penalty: 4522.911621
	Iteration 27Q: 3 clusters Score -945168.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -945187.250000 Penalty: 4522.911621
	Iteration 28Q: 3 clusters Score -945187.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -945215.937500 Penalty: 4522.911621
	Iteration 29Q: 3 clusters Score -945215.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -945237.437500 Penalty: 4522.911621
	Iteration 30Q: 3 clusters Score -945237.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -945263.250000 Penalty: 4522.911621
	Iteration 31Q: 3 clusters Score -945263.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -945288.250000 Penalty: 4522.911621
	Iteration 32Q: 3 clusters Score -945288.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -945316.312500 Penalty: 4522.911621
	Iteration 33Q: 3 clusters Score -945316.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -945340.000000 Penalty: 4522.911621
	Iteration 34Q: 3 clusters Score -945340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -945355.375000 Penalty: 4522.911621
	Iteration 35Q: 3 clusters Score -945355.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -945371.812500 Penalty: 4522.911621
	Iteration 36Q: 3 clusters Score -945371.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -945382.437500 Penalty: 4522.911621
	Iteration 37Q: 3 clusters Score -945382.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -945390.750000 Penalty: 4522.911621
	Iteration 38Q: 3 clusters Score -945390.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -945398.062500 Penalty: 4522.911621
	Iteration 39Q: 3 clusters Score -945398.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -945406.562500 Penalty: 4522.911621
	Iteration 40F: 3 clusters Score -945406.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -945412.187500 Penalty: 4522.911621
	Iteration 41Q: 3 clusters Score -945412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -945416.187500 Penalty: 4522.911621
	Iteration 42Q: 3 clusters Score -945416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -945419.125000 Penalty: 4522.911621
	Iteration 43Q: 3 clusters Score -945419.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -945421.812500 Penalty: 4522.911621
	Iteration 44Q: 3 clusters Score -945421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -945424.062500 Penalty: 4522.911621
	Iteration 45Q: 3 clusters Score -945424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -945424.875000 Penalty: 4522.911621
	Iteration 46Q: 3 clusters Score -945424.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -945426.875000 Penalty: 4522.911621
	Iteration 47Q: 3 clusters Score -945426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -945427.750000 Penalty: 4522.911621
	Iteration 48Q: 3 clusters Score -945427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -945426.312500 Penalty: 4522.911621
	Iteration 49Q: 3 clusters Score -945426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -945432.125000 Penalty: 4522.911621
	Iteration 50Q: 3 clusters Score -945432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -945433.687500 Penalty: 4522.911621
	Iteration 51Q: 3 clusters Score -945433.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -945434.562500 Penalty: 4522.911621
	Iteration 52Q: 3 clusters Score -945434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -945432.937500 Penalty: 4522.911621
	Iteration 53Q: 3 clusters Score -945432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -945435.937500 Penalty: 4522.911621
	Iteration 54Q: 3 clusters Score -945435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -945440.750000 Penalty: 4522.911621
	Iteration 55Q: 3 clusters Score -945440.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -945445.750000 Penalty: 4522.911621
	Iteration 56Q: 3 clusters Score -945445.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -945448.875000 Penalty: 4522.911621
	Iteration 57Q: 3 clusters Score -945448.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -945452.625000 Penalty: 4522.911621
	Iteration 58Q: 3 clusters Score -945452.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -945456.812500 Penalty: 4522.911621
	Iteration 59Q: 3 clusters Score -945456.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -945461.687500 Penalty: 4522.911621
	Iteration 60F: 3 clusters Score -945461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -945463.687500 Penalty: 4522.911621
	Iteration 61Q: 3 clusters Score -945463.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -945464.062500 Penalty: 4522.911621
	Iteration 62Q: 3 clusters Score -945464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -945464.750000 Penalty: 4522.911621
	Iteration 63Q: 3 clusters Score -945464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -945467.375000 Penalty: 4522.911621
	Iteration 64Q: 3 clusters Score -945467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -945467.187500 Penalty: 4522.911621
	Iteration 65Q: 3 clusters Score -945467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -945468.000000 Penalty: 4522.911621
	Iteration 66Q: 3 clusters Score -945468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -945468.250000 Penalty: 4522.911621
	Iteration 67Q: 3 clusters Score -945468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -945469.437500 Penalty: 4522.911621
	Iteration 68Q: 3 clusters Score -945469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -945469.937500 Penalty: 4522.911621
	Iteration 69Q: 3 clusters Score -945469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -945472.250000 Penalty: 4522.911621
	Iteration 70Q: 3 clusters Score -945472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -945473.500000 Penalty: 4522.911621
	Iteration 71Q: 3 clusters Score -945473.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -945476.625000 Penalty: 4522.911621
	Iteration 72Q: 3 clusters Score -945476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -945475.562500 Penalty: 4522.911621
	Iteration 73Q: 3 clusters Score -945475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -945475.937500 Penalty: 4522.911621
	Iteration 74Q: 3 clusters Score -945475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -945478.125000 Penalty: 4522.911621
	Iteration 75Q: 3 clusters Score -945478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -945478.062500 Penalty: 4522.911621
	Iteration 76Q: 3 clusters Score -945478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -945479.062500 Penalty: 4522.911621
	Iteration 77Q: 3 clusters Score -945479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -945479.937500 Penalty: 4522.911621
	Iteration 78Q: 3 clusters Score -945479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -945479.562500 Penalty: 4522.911621
	Iteration 79Q: 3 clusters Score -945479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -945480.687500 Penalty: 4522.911621
	Iteration 80F: 3 clusters Score -945480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -945479.500000 Penalty: 4522.911621
	Iteration 81Q: 3 clusters Score -945479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -945479.500000 Penalty: 4522.911621
	Iteration 82F: 3 clusters Score -945479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -872033.062500 Penalty: 2244.907715
	Iteration 0F: 2 clusters Score -872033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -865299.187500 Penalty: 4489.815430
	Iteration 0F: 3 clusters Score -865299.2 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -867526.937500 Penalty: 4489.815430
	Iteration 1F: 3 clusters Score -867526.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -868116.562500 Penalty: 4489.815430
	Iteration 2F: 3 clusters Score -868116.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -868650.062500 Penalty: 4489.815430
	Iteration 3F: 3 clusters Score -868650.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -869093.062500 Penalty: 4489.815430
	Iteration 4F: 3 clusters Score -869093.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -869428.687500 Penalty: 4489.815430
	Iteration 5F: 3 clusters Score -869428.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -869678.750000 Penalty: 4489.815430
	Iteration 6Q: 3 clusters Score -869678.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -869871.062500 Penalty: 4489.815430
	Iteration 7Q: 3 clusters Score -869871.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -870014.437500 Penalty: 4489.815430
	Iteration 8Q: 3 clusters Score -870014.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -870132.250000 Penalty: 4489.815430
	Iteration 9Q: 3 clusters Score -870132.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -870219.750000 Penalty: 4489.815430
	Iteration 10Q: 3 clusters Score -870219.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -870294.437500 Penalty: 4489.815430
	Iteration 11Q: 3 clusters Score -870294.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -870357.500000 Penalty: 4489.815430
	Iteration 12Q: 3 clusters Score -870357.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -870415.562500 Penalty: 4489.815430
	Iteration 13Q: 3 clusters Score -870415.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -870460.937500 Penalty: 4489.815430
	Iteration 14Q: 3 clusters Score -870460.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -870509.250000 Penalty: 4489.815430
	Iteration 15Q: 3 clusters Score -870509.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -870550.937500 Penalty: 4489.815430
	Iteration 16Q: 3 clusters Score -870550.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -870579.625000 Penalty: 4489.815430
	Iteration 17Q: 3 clusters Score -870579.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -870611.437500 Penalty: 4489.815430
	Iteration 18Q: 3 clusters Score -870611.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -870646.437500 Penalty: 4489.815430
	Iteration 19Q: 3 clusters Score -870646.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -870674.562500 Penalty: 4489.815430
	Iteration 20F: 3 clusters Score -870674.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -870706.500000 Penalty: 4489.815430
	Iteration 21Q: 3 clusters Score -870706.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -870750.562500 Penalty: 4489.815430
	Iteration 22Q: 3 clusters Score -870750.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -870798.375000 Penalty: 4489.815430
	Iteration 23Q: 3 clusters Score -870798.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -870865.000000 Penalty: 4489.815430
	Iteration 24Q: 3 clusters Score -870865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -870934.875000 Penalty: 4489.815430
	Iteration 25Q: 3 clusters Score -870934.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -871001.875000 Penalty: 4489.815430
	Iteration 26Q: 3 clusters Score -871001.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -871077.312500 Penalty: 4489.815430
	Iteration 27Q: 3 clusters Score -871077.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -871143.000000 Penalty: 4489.815430
	Iteration 28Q: 3 clusters Score -871143 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -871207.000000 Penalty: 4489.815430
	Iteration 29Q: 3 clusters Score -871207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -871285.750000 Penalty: 4489.815430
	Iteration 30Q: 3 clusters Score -871285.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -871345.062500 Penalty: 4489.815430
	Iteration 31Q: 3 clusters Score -871345.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -871380.125000 Penalty: 4489.815430
	Iteration 32Q: 3 clusters Score -871380.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -871412.750000 Penalty: 4489.815430
	Iteration 33Q: 3 clusters Score -871412.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -871434.437500 Penalty: 4489.815430
	Iteration 34Q: 3 clusters Score -871434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -871443.437500 Penalty: 4489.815430
	Iteration 35Q: 3 clusters Score -871443.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -871453.937500 Penalty: 4489.815430
	Iteration 36Q: 3 clusters Score -871453.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -871459.250000 Penalty: 4489.815430
	Iteration 37Q: 3 clusters Score -871459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -871463.812500 Penalty: 4489.815430
	Iteration 38Q: 3 clusters Score -871463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -871468.500000 Penalty: 4489.815430
	Iteration 39Q: 3 clusters Score -871468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -871475.750000 Penalty: 4489.815430
	Iteration 40F: 3 clusters Score -871475.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -871481.625000 Penalty: 4489.815430
	Iteration 41Q: 3 clusters Score -871481.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -871487.500000 Penalty: 4489.815430
	Iteration 42Q: 3 clusters Score -871487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -871492.687500 Penalty: 4489.815430
	Iteration 43Q: 3 clusters Score -871492.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -871497.812500 Penalty: 4489.815430
	Iteration 44Q: 3 clusters Score -871497.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -871503.562500 Penalty: 4489.815430
	Iteration 45Q: 3 clusters Score -871503.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -871508.875000 Penalty: 4489.815430
	Iteration 46Q: 3 clusters Score -871508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -871511.812500 Penalty: 4489.815430
	Iteration 47Q: 3 clusters Score -871511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -871512.687500 Penalty: 4489.815430
	Iteration 48Q: 3 clusters Score -871512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -871515.812500 Penalty: 4489.815430
	Iteration 49Q: 3 clusters Score -871515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -871516.062500 Penalty: 4489.815430
	Iteration 50Q: 3 clusters Score -871516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -871517.000000 Penalty: 4489.815430
	Iteration 51Q: 3 clusters Score -871517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -871521.750000 Penalty: 4489.815430
	Iteration 52Q: 3 clusters Score -871521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -871519.437500 Penalty: 4489.815430
	Iteration 53Q: 3 clusters Score -871519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -871519.500000 Penalty: 4489.815430
	Iteration 54Q: 3 clusters Score -871519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -871520.812500 Penalty: 4489.815430
	Iteration 55Q: 3 clusters Score -871520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -871522.375000 Penalty: 4489.815430
	Iteration 56Q: 3 clusters Score -871522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -871525.000000 Penalty: 4489.815430
	Iteration 57Q: 3 clusters Score -871525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -871525.062500 Penalty: 4489.815430
	Iteration 58Q: 3 clusters Score -871525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -871527.062500 Penalty: 4489.815430
	Iteration 59Q: 3 clusters Score -871527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -871528.312500 Penalty: 4489.815430
	Iteration 60F: 3 clusters Score -871528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -871527.562500 Penalty: 4489.815430
	Iteration 61Q: 3 clusters Score -871527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -871528.500000 Penalty: 4489.815430
	Iteration 62Q: 3 clusters Score -871528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -871528.500000 Penalty: 4489.815430
	Iteration 63F: 3 clusters Score -871528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (12775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Entering Unmasked Estep 
Score: -1518648.000000 Penalty: 2344.900879
	Iteration 0F: 2 clusters Score -1518648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1509135.875000 Penalty: 4689.801758
	Iteration 0F: 3 clusters Score -1509136 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1512035.250000 Penalty: 4689.801758
	Iteration 1F: 3 clusters Score -1512035 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1512348.375000 Penalty: 4689.801758
	Iteration 2F: 3 clusters Score -1512348 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1512577.625000 Penalty: 4689.801758
	Iteration 3Q: 3 clusters Score -1512578 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1512738.375000 Penalty: 4689.801758
	Iteration 4Q: 3 clusters Score -1512738 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1512880.375000 Penalty: 4689.801758
	Iteration 5Q: 3 clusters Score -1512880 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1512991.500000 Penalty: 4689.801758
	Iteration 6Q: 3 clusters Score -1512992 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1513099.750000 Penalty: 4689.801758
	Iteration 7Q: 3 clusters Score -1513100 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1513194.750000 Penalty: 4689.801758
	Iteration 8Q: 3 clusters Score -1513195 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1513298.750000 Penalty: 4689.801758
	Iteration 9Q: 3 clusters Score -1513299 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1513437.875000 Penalty: 4689.801758
	Iteration 10Q: 3 clusters Score -1513438 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1513585.125000 Penalty: 4689.801758
	Iteration 11Q: 3 clusters Score -1513585 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1513748.250000 Penalty: 4689.801758
	Iteration 12Q: 3 clusters Score -1513748 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1513923.125000 Penalty: 4689.801758
	Iteration 13Q: 3 clusters Score -1513923 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1514117.250000 Penalty: 4689.801758
	Iteration 14Q: 3 clusters Score -1514117 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1514344.875000 Penalty: 4689.801758
	Iteration 15Q: 3 clusters Score -1514345 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1514612.250000 Penalty: 4689.801758
	Iteration 16Q: 3 clusters Score -1514612 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1514916.875000 Penalty: 4689.801758
	Iteration 17Q: 3 clusters Score -1514917 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1515253.000000 Penalty: 4689.801758
	Iteration 18Q: 3 clusters Score -1515253 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1515530.000000 Penalty: 4689.801758
	Iteration 19Q: 3 clusters Score -1515530 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1515801.625000 Penalty: 4689.801758
	Iteration 20F: 3 clusters Score -1515802 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1516005.500000 Penalty: 4689.801758
	Iteration 21Q: 3 clusters Score -1516006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1516152.250000 Penalty: 4689.801758
	Iteration 22Q: 3 clusters Score -1516152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1516259.750000 Penalty: 4689.801758
	Iteration 23Q: 3 clusters Score -1516260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1516343.375000 Penalty: 4689.801758
	Iteration 24Q: 3 clusters Score -1516343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1516398.125000 Penalty: 4689.801758
	Iteration 25Q: 3 clusters Score -1516398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1516444.625000 Penalty: 4689.801758
	Iteration 26Q: 3 clusters Score -1516445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1516482.750000 Penalty: 4689.801758
	Iteration 27Q: 3 clusters Score -1516483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1516504.250000 Penalty: 4689.801758
	Iteration 28Q: 3 clusters Score -1516504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1516525.125000 Penalty: 4689.801758
	Iteration 29Q: 3 clusters Score -1516525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1516547.250000 Penalty: 4689.801758
	Iteration 30Q: 3 clusters Score -1516547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1516561.000000 Penalty: 4689.801758
	Iteration 31Q: 3 clusters Score -1516561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1516571.250000 Penalty: 4689.801758
	Iteration 32Q: 3 clusters Score -1516571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1516591.500000 Penalty: 4689.801758
	Iteration 33Q: 3 clusters Score -1516592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1516599.750000 Penalty: 4689.801758
	Iteration 34Q: 3 clusters Score -1516600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1516608.875000 Penalty: 4689.801758
	Iteration 35Q: 3 clusters Score -1516609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1516610.750000 Penalty: 4689.801758
	Iteration 36Q: 3 clusters Score -1516611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1516610.125000 Penalty: 4689.801758
	Iteration 37Q: 3 clusters Score -1516610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1516611.500000 Penalty: 4689.801758
	Iteration 38Q: 3 clusters Score -1516612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1516613.500000 Penalty: 4689.801758
	Iteration 39Q: 3 clusters Score -1516614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1516613.500000 Penalty: 4689.801758
	Iteration 40F: 3 clusters Score -1516614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (17711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Entering Unmasked Estep 
Score: -2060916.750000 Penalty: 2425.921387
	Iteration 0F: 2 clusters Score -2060917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2048261.375000 Penalty: 4851.842773
	Iteration 0F: 3 clusters Score -2048261 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2052435.500000 Penalty: 4851.842773
	Iteration 1F: 3 clusters Score -2052436 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2052875.375000 Penalty: 4851.842773
	Iteration 2F: 3 clusters Score -2052875 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2053261.875000 Penalty: 4851.842773
	Iteration 3F: 3 clusters Score -2053262 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2053642.625000 Penalty: 4851.842773
	Iteration 4Q: 3 clusters Score -2053643 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2054111.375000 Penalty: 4851.842773
	Iteration 5F: 3 clusters Score -2054111 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2054728.000000 Penalty: 4851.842773
	Iteration 6F: 3 clusters Score -2054728 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2055490.875000 Penalty: 4851.842773
	Iteration 7F: 3 clusters Score -2055491 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2056358.125000 Penalty: 4851.842773
	Iteration 8F: 3 clusters Score -2056358 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2057145.250000 Penalty: 4851.842773
	Iteration 9F: 3 clusters Score -2057145 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2057778.125000 Penalty: 4851.842773
	Iteration 10Q: 3 clusters Score -2057778 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2058164.125000 Penalty: 4851.842773
	Iteration 11Q: 3 clusters Score -2058164 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2058425.125000 Penalty: 4851.842773
	Iteration 12Q: 3 clusters Score -2058425 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2058594.625000 Penalty: 4851.842773
	Iteration 13Q: 3 clusters Score -2058595 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2058723.375000 Penalty: 4851.842773
	Iteration 14Q: 3 clusters Score -2058723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2058793.250000 Penalty: 4851.842773
	Iteration 15Q: 3 clusters Score -2058793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2058843.625000 Penalty: 4851.842773
	Iteration 16Q: 3 clusters Score -2058844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2058876.250000 Penalty: 4851.842773
	Iteration 17Q: 3 clusters Score -2058876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2058903.875000 Penalty: 4851.842773
	Iteration 18Q: 3 clusters Score -2058904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2058916.250000 Penalty: 4851.842773
	Iteration 19Q: 3 clusters Score -2058916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2058922.875000 Penalty: 4851.842773
	Iteration 20F: 3 clusters Score -2058923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2058924.250000 Penalty: 4851.842773
	Iteration 21Q: 3 clusters Score -2058924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2058929.625000 Penalty: 4851.842773
	Iteration 22Q: 3 clusters Score -2058930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2058930.250000 Penalty: 4851.842773
	Iteration 23Q: 3 clusters Score -2058930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2058931.625000 Penalty: 4851.842773
	Iteration 24Q: 3 clusters Score -2058932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2058932.500000 Penalty: 4851.842773
	Iteration 25Q: 3 clusters Score -2058932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2058936.125000 Penalty: 4851.842773
	Iteration 26Q: 3 clusters Score -2058936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2058935.750000 Penalty: 4851.842773
	Iteration 27Q: 3 clusters Score -2058936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2058935.000000 Penalty: 4851.842773
	Iteration 28Q: 3 clusters Score -2058935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2058936.625000 Penalty: 4851.842773
	Iteration 29Q: 3 clusters Score -2058937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2058939.625000 Penalty: 4851.842773
	Iteration 30Q: 3 clusters Score -2058940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2058941.875000 Penalty: 4851.842773
	Iteration 31Q: 3 clusters Score -2058942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2058945.125000 Penalty: 4851.842773
	Iteration 32Q: 3 clusters Score -2058945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2058947.000000 Penalty: 4851.842773
	Iteration 33Q: 3 clusters Score -2058947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2058944.625000 Penalty: 4851.842773
	Iteration 34Q: 3 clusters Score -2058945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2058947.875000 Penalty: 4851.842773
	Iteration 35Q: 3 clusters Score -2058948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2058947.875000 Penalty: 4851.842773
	Iteration 36F: 3 clusters Score -2058948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1201354.375000 Penalty: 2293.843506
	Iteration 0F: 2 clusters Score -1201354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1193455.625000 Penalty: 4587.687012
	Iteration 0F: 3 clusters Score -1193456 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1195715.625000 Penalty: 4587.687012
	Iteration 1F: 3 clusters Score -1195716 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1195978.375000 Penalty: 4587.687012
	Iteration 2F: 3 clusters Score -1195978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1196175.000000 Penalty: 4587.687012
	Iteration 3Q: 3 clusters Score -1196175 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1196330.250000 Penalty: 4587.687012
	Iteration 4Q: 3 clusters Score -1196330 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1196494.125000 Penalty: 4587.687012
	Iteration 5Q: 3 clusters Score -1196494 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1196666.875000 Penalty: 4587.687012
	Iteration 6Q: 3 clusters Score -1196667 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1196865.625000 Penalty: 4587.687012
	Iteration 7Q: 3 clusters Score -1196866 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1197132.625000 Penalty: 4587.687012
	Iteration 8Q: 3 clusters Score -1197133 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1197427.750000 Penalty: 4587.687012
	Iteration 9Q: 3 clusters Score -1197428 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1197765.375000 Penalty: 4587.687012
	Iteration 10Q: 3 clusters Score -1197765 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1198132.500000 Penalty: 4587.687012
	Iteration 11Q: 3 clusters Score -1198132 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1198446.500000 Penalty: 4587.687012
	Iteration 12Q: 3 clusters Score -1198446 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1198702.000000 Penalty: 4587.687012
	Iteration 13Q: 3 clusters Score -1198702 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1198886.750000 Penalty: 4587.687012
	Iteration 14Q: 3 clusters Score -1198887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1199006.250000 Penalty: 4587.687012
	Iteration 15Q: 3 clusters Score -1199006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1199107.875000 Penalty: 4587.687012
	Iteration 16Q: 3 clusters Score -1199108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1199165.250000 Penalty: 4587.687012
	Iteration 17Q: 3 clusters Score -1199165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1199199.125000 Penalty: 4587.687012
	Iteration 18Q: 3 clusters Score -1199199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1199224.500000 Penalty: 4587.687012
	Iteration 19Q: 3 clusters Score -1199224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1199247.125000 Penalty: 4587.687012
	Iteration 20F: 3 clusters Score -1199247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1199263.500000 Penalty: 4587.687012
	Iteration 21Q: 3 clusters Score -1199264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1199280.875000 Penalty: 4587.687012
	Iteration 22Q: 3 clusters Score -1199281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1199292.125000 Penalty: 4587.687012
	Iteration 23Q: 3 clusters Score -1199292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1199297.375000 Penalty: 4587.687012
	Iteration 24Q: 3 clusters Score -1199297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1199304.750000 Penalty: 4587.687012
	Iteration 25Q: 3 clusters Score -1199305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1199308.625000 Penalty: 4587.687012
	Iteration 26Q: 3 clusters Score -1199309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1199316.750000 Penalty: 4587.687012
	Iteration 27Q: 3 clusters Score -1199317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1199319.125000 Penalty: 4587.687012
	Iteration 28Q: 3 clusters Score -1199319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1199319.125000 Penalty: 4587.687012
	Iteration 29F: 3 clusters Score -1199319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -388544.656250 Penalty: 2064.495605
	Iteration 0F: 2 clusters Score -388544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -384634.812500 Penalty: 4128.991211
	Iteration 0F: 3 clusters Score -384634.8 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -385724.281250 Penalty: 4128.991211
	Iteration 1F: 3 clusters Score -385724.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -386089.406250 Penalty: 4128.991211
	Iteration 2F: 3 clusters Score -386089.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -386358.093750 Penalty: 4128.991211
	Iteration 3F: 3 clusters Score -386358.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -386558.781250 Penalty: 4128.991211
	Iteration 4F: 3 clusters Score -386558.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -386759.875000 Penalty: 4128.991211
	Iteration 5F: 3 clusters Score -386759.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -386905.312500 Penalty: 4128.991211
	Iteration 6Q: 3 clusters Score -386905.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -387020.343750 Penalty: 4128.991211
	Iteration 7Q: 3 clusters Score -387020.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -387119.968750 Penalty: 4128.991211
	Iteration 8Q: 3 clusters Score -387120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -387210.093750 Penalty: 4128.991211
	Iteration 9Q: 3 clusters Score -387210.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -387296.375000 Penalty: 4128.991211
	Iteration 10Q: 3 clusters Score -387296.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -387354.031250 Penalty: 4128.991211
	Iteration 11Q: 3 clusters Score -387354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -387391.125000 Penalty: 4128.991211
	Iteration 12Q: 3 clusters Score -387391.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -387413.531250 Penalty: 4128.991211
	Iteration 13Q: 3 clusters Score -387413.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -387431.781250 Penalty: 4128.991211
	Iteration 14Q: 3 clusters Score -387431.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -387453.593750 Penalty: 4128.991211
	Iteration 15Q: 3 clusters Score -387453.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -387474.500000 Penalty: 4128.991211
	Iteration 16Q: 3 clusters Score -387474.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -387488.968750 Penalty: 4128.991211
	Iteration 17Q: 3 clusters Score -387489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -387504.500000 Penalty: 4128.991211
	Iteration 18Q: 3 clusters Score -387504.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -387517.000000 Penalty: 4128.991211
	Iteration 19Q: 3 clusters Score -387517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -387526.656250 Penalty: 4128.991211
	Iteration 20F: 3 clusters Score -387526.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -387536.687500 Penalty: 4128.991211
	Iteration 21Q: 3 clusters Score -387536.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -387548.031250 Penalty: 4128.991211
	Iteration 22Q: 3 clusters Score -387548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -387553.093750 Penalty: 4128.991211
	Iteration 23Q: 3 clusters Score -387553.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -387557.031250 Penalty: 4128.991211
	Iteration 24Q: 3 clusters Score -387557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -387560.343750 Penalty: 4128.991211
	Iteration 25Q: 3 clusters Score -387560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -387561.281250 Penalty: 4128.991211
	Iteration 26Q: 3 clusters Score -387561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -387562.593750 Penalty: 4128.991211
	Iteration 27Q: 3 clusters Score -387562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -387563.343750 Penalty: 4128.991211
	Iteration 28Q: 3 clusters Score -387563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -387564.312500 Penalty: 4128.991211
	Iteration 29Q: 3 clusters Score -387564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -387564.750000 Penalty: 4128.991211
	Iteration 30Q: 3 clusters Score -387564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -387565.062500 Penalty: 4128.991211
	Iteration 31Q: 3 clusters Score -387565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -387566.343750 Penalty: 4128.991211
	Iteration 32Q: 3 clusters Score -387566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -387566.468750 Penalty: 4128.991211
	Iteration 33Q: 3 clusters Score -387566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -387567.281250 Penalty: 4128.991211
	Iteration 34Q: 3 clusters Score -387567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -387567.687500 Penalty: 4128.991211
	Iteration 35Q: 3 clusters Score -387567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -387568.000000 Penalty: 4128.991211
	Iteration 36Q: 3 clusters Score -387568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -387568.625000 Penalty: 4128.991211
	Iteration 37Q: 3 clusters Score -387568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -387569.062500 Penalty: 4128.991211
	Iteration 38Q: 3 clusters Score -387569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -387569.750000 Penalty: 4128.991211
	Iteration 39Q: 3 clusters Score -387569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -387570.593750 Penalty: 4128.991211
	Iteration 40F: 3 clusters Score -387570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -266080.000000 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -266080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -263255.968750 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -263256 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263831.687500 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -263831.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264010.000000 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -264010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264089.406250 Penalty: 3852.142822
	Iteration 3Q: 3 clusters Score -264089.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -264147.312500 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -264147.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -264198.875000 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -264198.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264240.875000 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -264240.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264264.375000 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -264264.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264279.687500 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -264279.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264288.218750 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -264288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264291.406250 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -264291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264294.187500 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -264294.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264300.656250 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -264300.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264309.562500 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -264309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264316.156250 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -264316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264319.375000 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -264319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -264323.375000 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -264323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -264327.218750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -264327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -264331.656250 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -264331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -264335.500000 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -264335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264337.437500 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -264337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264337.875000 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -264337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264337.875000 Penalty: 3852.142822
	Iteration 22F: 3 clusters Score -264337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -613391.312500 Penalty: 2163.562988
	Iteration 0F: 2 clusters Score -613391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -608201.187500 Penalty: 4327.125977
	Iteration 0F: 3 clusters Score -608201.2 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -609946.625000 Penalty: 4327.125977
	Iteration 1F: 3 clusters Score -609946.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -610604.562500 Penalty: 4327.125977
	Iteration 2F: 3 clusters Score -610604.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -611116.250000 Penalty: 4327.125977
	Iteration 3F: 3 clusters Score -611116.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -611486.437500 Penalty: 4327.125977
	Iteration 4F: 3 clusters Score -611486.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -611737.375000 Penalty: 4327.125977
	Iteration 5F: 3 clusters Score -611737.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -611901.312500 Penalty: 4327.125977
	Iteration 6Q: 3 clusters Score -611901.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -612001.937500 Penalty: 4327.125977
	Iteration 7Q: 3 clusters Score -612001.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -612061.125000 Penalty: 4327.125977
	Iteration 8Q: 3 clusters Score -612061.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -612106.875000 Penalty: 4327.125977
	Iteration 9Q: 3 clusters Score -612106.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -612137.187500 Penalty: 4327.125977
	Iteration 10Q: 3 clusters Score -612137.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -612157.125000 Penalty: 4327.125977
	Iteration 11Q: 3 clusters Score -612157.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -612173.437500 Penalty: 4327.125977
	Iteration 12Q: 3 clusters Score -612173.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -612184.062500 Penalty: 4327.125977
	Iteration 13Q: 3 clusters Score -612184.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -612194.187500 Penalty: 4327.125977
	Iteration 14Q: 3 clusters Score -612194.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -612200.687500 Penalty: 4327.125977
	Iteration 15Q: 3 clusters Score -612200.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -612206.937500 Penalty: 4327.125977
	Iteration 16Q: 3 clusters Score -612206.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -612211.000000 Penalty: 4327.125977
	Iteration 17Q: 3 clusters Score -612211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -612212.875000 Penalty: 4327.125977
	Iteration 18Q: 3 clusters Score -612212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -612215.562500 Penalty: 4327.125977
	Iteration 19Q: 3 clusters Score -612215.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -612218.250000 Penalty: 4327.125977
	Iteration 20F: 3 clusters Score -612218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -612220.437500 Penalty: 4327.125977
	Iteration 21Q: 3 clusters Score -612220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -612223.062500 Penalty: 4327.125977
	Iteration 22Q: 3 clusters Score -612223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -612225.000000 Penalty: 4327.125977
	Iteration 23Q: 3 clusters Score -612225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -612226.687500 Penalty: 4327.125977
	Iteration 24Q: 3 clusters Score -612226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -612228.625000 Penalty: 4327.125977
	Iteration 25Q: 3 clusters Score -612228.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -612230.000000 Penalty: 4327.125977
	Iteration 26Q: 3 clusters Score -612230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -612230.812500 Penalty: 4327.125977
	Iteration 27Q: 3 clusters Score -612230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -612231.812500 Penalty: 4327.125977
	Iteration 28Q: 3 clusters Score -612231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -612234.000000 Penalty: 4327.125977
	Iteration 29Q: 3 clusters Score -612234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -612233.937500 Penalty: 4327.125977
	Iteration 30Q: 3 clusters Score -612233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -612235.937500 Penalty: 4327.125977
	Iteration 31Q: 3 clusters Score -612235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -612236.500000 Penalty: 4327.125977
	Iteration 32Q: 3 clusters Score -612236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -612238.125000 Penalty: 4327.125977
	Iteration 33Q: 3 clusters Score -612238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -612239.750000 Penalty: 4327.125977
	Iteration 34Q: 3 clusters Score -612239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -612240.750000 Penalty: 4327.125977
	Iteration 35Q: 3 clusters Score -612240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -612241.625000 Penalty: 4327.125977
	Iteration 36Q: 3 clusters Score -612241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -612242.750000 Penalty: 4327.125977
	Iteration 37Q: 3 clusters Score -612242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -612243.375000 Penalty: 4327.125977
	Iteration 38Q: 3 clusters Score -612243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -612244.000000 Penalty: 4327.125977
	Iteration 39Q: 3 clusters Score -612244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -612244.125000 Penalty: 4327.125977
	Iteration 40F: 3 clusters Score -612244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -475608.875000 Penalty: 2075.320801
	Iteration 0F: 2 clusters Score -475608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -471582.593750 Penalty: 4150.641602
	Iteration 0F: 3 clusters Score -471582.6 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -472464.781250 Penalty: 4150.641602
	Iteration 1F: 3 clusters Score -472464.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -472685.625000 Penalty: 4150.641602
	Iteration 2F: 3 clusters Score -472685.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -472861.500000 Penalty: 4150.641602
	Iteration 3F: 3 clusters Score -472861.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -473005.125000 Penalty: 4150.641602
	Iteration 4Q: 3 clusters Score -473005.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -473147.281250 Penalty: 4150.641602
	Iteration 5Q: 3 clusters Score -473147.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -473277.625000 Penalty: 4150.641602
	Iteration 6Q: 3 clusters Score -473277.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -473399.281250 Penalty: 4150.641602
	Iteration 7Q: 3 clusters Score -473399.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -473544.125000 Penalty: 4150.641602
	Iteration 8Q: 3 clusters Score -473544.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -473693.093750 Penalty: 4150.641602
	Iteration 9Q: 3 clusters Score -473693.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -473841.250000 Penalty: 4150.641602
	Iteration 10Q: 3 clusters Score -473841.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -473961.250000 Penalty: 4150.641602
	Iteration 11Q: 3 clusters Score -473961.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -474058.000000 Penalty: 4150.641602
	Iteration 12Q: 3 clusters Score -474058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -474123.375000 Penalty: 4150.641602
	Iteration 13Q: 3 clusters Score -474123.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -474178.156250 Penalty: 4150.641602
	Iteration 14Q: 3 clusters Score -474178.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -474223.125000 Penalty: 4150.641602
	Iteration 15Q: 3 clusters Score -474223.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -474257.718750 Penalty: 4150.641602
	Iteration 16Q: 3 clusters Score -474257.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -474284.781250 Penalty: 4150.641602
	Iteration 17Q: 3 clusters Score -474284.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -474297.843750 Penalty: 4150.641602
	Iteration 18Q: 3 clusters Score -474297.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -474314.250000 Penalty: 4150.641602
	Iteration 19Q: 3 clusters Score -474314.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -474330.406250 Penalty: 4150.641602
	Iteration 20F: 3 clusters Score -474330.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -474344.218750 Penalty: 4150.641602
	Iteration 21Q: 3 clusters Score -474344.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -474358.156250 Penalty: 4150.641602
	Iteration 22Q: 3 clusters Score -474358.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -474369.031250 Penalty: 4150.641602
	Iteration 23Q: 3 clusters Score -474369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -474381.281250 Penalty: 4150.641602
	Iteration 24Q: 3 clusters Score -474381.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -474388.750000 Penalty: 4150.641602
	Iteration 25Q: 3 clusters Score -474388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -474396.156250 Penalty: 4150.641602
	Iteration 26Q: 3 clusters Score -474396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -474404.281250 Penalty: 4150.641602
	Iteration 27Q: 3 clusters Score -474404.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -474411.937500 Penalty: 4150.641602
	Iteration 28Q: 3 clusters Score -474411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -474419.250000 Penalty: 4150.641602
	Iteration 29Q: 3 clusters Score -474419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474425.125000 Penalty: 4150.641602
	Iteration 30Q: 3 clusters Score -474425.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -474430.593750 Penalty: 4150.641602
	Iteration 31Q: 3 clusters Score -474430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -474436.125000 Penalty: 4150.641602
	Iteration 32Q: 3 clusters Score -474436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -474444.000000 Penalty: 4150.641602
	Iteration 33Q: 3 clusters Score -474444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474452.968750 Penalty: 4150.641602
	Iteration 34Q: 3 clusters Score -474453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -474460.281250 Penalty: 4150.641602
	Iteration 35Q: 3 clusters Score -474460.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -474466.250000 Penalty: 4150.641602
	Iteration 36Q: 3 clusters Score -474466.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -474472.281250 Penalty: 4150.641602
	Iteration 37Q: 3 clusters Score -474472.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -474480.281250 Penalty: 4150.641602
	Iteration 38Q: 3 clusters Score -474480.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -474485.250000 Penalty: 4150.641602
	Iteration 39Q: 3 clusters Score -474485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -474493.781250 Penalty: 4150.641602
	Iteration 40F: 3 clusters Score -474493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -474502.343750 Penalty: 4150.641602
	Iteration 41Q: 3 clusters Score -474502.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -474511.187500 Penalty: 4150.641602
	Iteration 42Q: 3 clusters Score -474511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -474519.343750 Penalty: 4150.641602
	Iteration 43Q: 3 clusters Score -474519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -474526.406250 Penalty: 4150.641602
	Iteration 44Q: 3 clusters Score -474526.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -474532.781250 Penalty: 4150.641602
	Iteration 45Q: 3 clusters Score -474532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -474534.343750 Penalty: 4150.641602
	Iteration 46Q: 3 clusters Score -474534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -474540.000000 Penalty: 4150.641602
	Iteration 47Q: 3 clusters Score -474540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -474545.406250 Penalty: 4150.641602
	Iteration 48Q: 3 clusters Score -474545.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -474550.937500 Penalty: 4150.641602
	Iteration 49Q: 3 clusters Score -474550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -474553.875000 Penalty: 4150.641602
	Iteration 50Q: 3 clusters Score -474553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -474555.093750 Penalty: 4150.641602
	Iteration 51Q: 3 clusters Score -474555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -474555.093750 Penalty: 4150.641602
	Iteration 52F: 3 clusters Score -474555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -420233.250000 Penalty: 2039.924683
	Iteration 0F: 2 clusters Score -420233.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -416526.812500 Penalty: 4079.849365
	Iteration 0F: 3 clusters Score -416526.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -417335.843750 Penalty: 4079.849365
	Iteration 1F: 3 clusters Score -417335.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -417495.500000 Penalty: 4079.849365
	Iteration 2F: 3 clusters Score -417495.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -417581.531250 Penalty: 4079.849365
	Iteration 3Q: 3 clusters Score -417581.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -417638.656250 Penalty: 4079.849365
	Iteration 4Q: 3 clusters Score -417638.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -417685.156250 Penalty: 4079.849365
	Iteration 5Q: 3 clusters Score -417685.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -417707.937500 Penalty: 4079.849365
	Iteration 6Q: 3 clusters Score -417707.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -417732.468750 Penalty: 4079.849365
	Iteration 7Q: 3 clusters Score -417732.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -417753.093750 Penalty: 4079.849365
	Iteration 8Q: 3 clusters Score -417753.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -417787.281250 Penalty: 4079.849365
	Iteration 9Q: 3 clusters Score -417787.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -417822.125000 Penalty: 4079.849365
	Iteration 10Q: 3 clusters Score -417822.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -417861.000000 Penalty: 4079.849365
	Iteration 11Q: 3 clusters Score -417861 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -417903.843750 Penalty: 4079.849365
	Iteration 12Q: 3 clusters Score -417903.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -417938.625000 Penalty: 4079.849365
	Iteration 13Q: 3 clusters Score -417938.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -417967.781250 Penalty: 4079.849365
	Iteration 14Q: 3 clusters Score -417967.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -418003.218750 Penalty: 4079.849365
	Iteration 15Q: 3 clusters Score -418003.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -418042.937500 Penalty: 4079.849365
	Iteration 16Q: 3 clusters Score -418042.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -418082.343750 Penalty: 4079.849365
	Iteration 17Q: 3 clusters Score -418082.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -418116.750000 Penalty: 4079.849365
	Iteration 18Q: 3 clusters Score -418116.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -418147.687500 Penalty: 4079.849365
	Iteration 19Q: 3 clusters Score -418147.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -418173.937500 Penalty: 4079.849365
	Iteration 20F: 3 clusters Score -418173.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -418202.968750 Penalty: 4079.849365
	Iteration 21Q: 3 clusters Score -418203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -418228.187500 Penalty: 4079.849365
	Iteration 22Q: 3 clusters Score -418228.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -418261.437500 Penalty: 4079.849365
	Iteration 23Q: 3 clusters Score -418261.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -418291.156250 Penalty: 4079.849365
	Iteration 24Q: 3 clusters Score -418291.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -418321.000000 Penalty: 4079.849365
	Iteration 25Q: 3 clusters Score -418321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -418344.187500 Penalty: 4079.849365
	Iteration 26Q: 3 clusters Score -418344.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -418368.812500 Penalty: 4079.849365
	Iteration 27Q: 3 clusters Score -418368.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -418395.625000 Penalty: 4079.849365
	Iteration 28Q: 3 clusters Score -418395.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -418422.375000 Penalty: 4079.849365
	Iteration 29Q: 3 clusters Score -418422.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -418447.250000 Penalty: 4079.849365
	Iteration 30Q: 3 clusters Score -418447.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -418478.156250 Penalty: 4079.849365
	Iteration 31Q: 3 clusters Score -418478.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -418499.093750 Penalty: 4079.849365
	Iteration 32Q: 3 clusters Score -418499.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -418519.968750 Penalty: 4079.849365
	Iteration 33Q: 3 clusters Score -418520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -418541.875000 Penalty: 4079.849365
	Iteration 34Q: 3 clusters Score -418541.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -418563.343750 Penalty: 4079.849365
	Iteration 35Q: 3 clusters Score -418563.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -418578.656250 Penalty: 4079.849365
	Iteration 36Q: 3 clusters Score -418578.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -418589.812500 Penalty: 4079.849365
	Iteration 37Q: 3 clusters Score -418589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -418601.500000 Penalty: 4079.849365
	Iteration 38Q: 3 clusters Score -418601.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -418616.562500 Penalty: 4079.849365
	Iteration 39Q: 3 clusters Score -418616.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -418624.375000 Penalty: 4079.849365
	Iteration 40F: 3 clusters Score -418624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -418629.062500 Penalty: 4079.849365
	Iteration 41Q: 3 clusters Score -418629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -418636.750000 Penalty: 4079.849365
	Iteration 42Q: 3 clusters Score -418636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -418642.218750 Penalty: 4079.849365
	Iteration 43Q: 3 clusters Score -418642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -418644.437500 Penalty: 4079.849365
	Iteration 44Q: 3 clusters Score -418644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -418644.906250 Penalty: 4079.849365
	Iteration 45Q: 3 clusters Score -418644.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -418644.906250 Penalty: 4079.849365
	Iteration 46F: 3 clusters Score -418644.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (7399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Entering Unmasked Estep 
Score: -828806.312500 Penalty: 2209.457031
	Iteration 0F: 2 clusters Score -828806.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -822898.125000 Penalty: 4418.914062
	Iteration 0F: 3 clusters Score -822898.1 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -824531.187500 Penalty: 4418.914062
	Iteration 1F: 3 clusters Score -824531.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -824777.562500 Penalty: 4418.914062
	Iteration 2F: 3 clusters Score -824777.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -824953.125000 Penalty: 4418.914062
	Iteration 3Q: 3 clusters Score -824953.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -825122.187500 Penalty: 4418.914062
	Iteration 4Q: 3 clusters Score -825122.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -825286.000000 Penalty: 4418.914062
	Iteration 5Q: 3 clusters Score -825286 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -825450.562500 Penalty: 4418.914062
	Iteration 6Q: 3 clusters Score -825450.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -825628.062500 Penalty: 4418.914062
	Iteration 7Q: 3 clusters Score -825628.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -825828.062500 Penalty: 4418.914062
	Iteration 8Q: 3 clusters Score -825828.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -825995.500000 Penalty: 4418.914062
	Iteration 9Q: 3 clusters Score -825995.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -826162.125000 Penalty: 4418.914062
	Iteration 10Q: 3 clusters Score -826162.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -826306.500000 Penalty: 4418.914062
	Iteration 11Q: 3 clusters Score -826306.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -826422.937500 Penalty: 4418.914062
	Iteration 12Q: 3 clusters Score -826422.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -826508.687500 Penalty: 4418.914062
	Iteration 13Q: 3 clusters Score -826508.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -826566.187500 Penalty: 4418.914062
	Iteration 14Q: 3 clusters Score -826566.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -826626.250000 Penalty: 4418.914062
	Iteration 15Q: 3 clusters Score -826626.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -826673.562500 Penalty: 4418.914062
	Iteration 16Q: 3 clusters Score -826673.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -826703.625000 Penalty: 4418.914062
	Iteration 17Q: 3 clusters Score -826703.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -826725.625000 Penalty: 4418.914062
	Iteration 18Q: 3 clusters Score -826725.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -826745.937500 Penalty: 4418.914062
	Iteration 19Q: 3 clusters Score -826745.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -826754.937500 Penalty: 4418.914062
	Iteration 20F: 3 clusters Score -826754.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -826766.375000 Penalty: 4418.914062
	Iteration 21Q: 3 clusters Score -826766.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -826775.875000 Penalty: 4418.914062
	Iteration 22Q: 3 clusters Score -826775.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -826785.125000 Penalty: 4418.914062
	Iteration 23Q: 3 clusters Score -826785.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -826796.937500 Penalty: 4418.914062
	Iteration 24Q: 3 clusters Score -826796.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -826806.812500 Penalty: 4418.914062
	Iteration 25Q: 3 clusters Score -826806.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -826809.875000 Penalty: 4418.914062
	Iteration 26Q: 3 clusters Score -826809.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -826816.750000 Penalty: 4418.914062
	Iteration 27Q: 3 clusters Score -826816.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -826821.937500 Penalty: 4418.914062
	Iteration 28Q: 3 clusters Score -826821.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -826827.187500 Penalty: 4418.914062
	Iteration 29Q: 3 clusters Score -826827.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -826833.312500 Penalty: 4418.914062
	Iteration 30Q: 3 clusters Score -826833.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -826837.000000 Penalty: 4418.914062
	Iteration 31Q: 3 clusters Score -826837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -826839.312500 Penalty: 4418.914062
	Iteration 32Q: 3 clusters Score -826839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -826843.437500 Penalty: 4418.914062
	Iteration 33Q: 3 clusters Score -826843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -826848.312500 Penalty: 4418.914062
	Iteration 34Q: 3 clusters Score -826848.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -826850.062500 Penalty: 4418.914062
	Iteration 35Q: 3 clusters Score -826850.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -826853.937500 Penalty: 4418.914062
	Iteration 36Q: 3 clusters Score -826853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -826857.937500 Penalty: 4418.914062
	Iteration 37Q: 3 clusters Score -826857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -826860.812500 Penalty: 4418.914062
	Iteration 38Q: 3 clusters Score -826860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -826861.125000 Penalty: 4418.914062
	Iteration 39Q: 3 clusters Score -826861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -826862.625000 Penalty: 4418.914062
	Iteration 40F: 3 clusters Score -826862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -826865.812500 Penalty: 4418.914062
	Iteration 41Q: 3 clusters Score -826865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -826865.687500 Penalty: 4418.914062
	Iteration 42Q: 3 clusters Score -826865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -826866.875000 Penalty: 4418.914062
	Iteration 43Q: 3 clusters Score -826866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -826868.125000 Penalty: 4418.914062
	Iteration 44Q: 3 clusters Score -826868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -826870.000000 Penalty: 4418.914062
	Iteration 45Q: 3 clusters Score -826870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -826871.750000 Penalty: 4418.914062
	Iteration 46Q: 3 clusters Score -826871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -826875.062500 Penalty: 4418.914062
	Iteration 47Q: 3 clusters Score -826875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -826878.625000 Penalty: 4418.914062
	Iteration 48Q: 3 clusters Score -826878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -826878.812500 Penalty: 4418.914062
	Iteration 49Q: 3 clusters Score -826878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -826882.937500 Penalty: 4418.914062
	Iteration 50Q: 3 clusters Score -826882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -826889.000000 Penalty: 4418.914062
	Iteration 51Q: 3 clusters Score -826889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -826889.562500 Penalty: 4418.914062
	Iteration 52Q: 3 clusters Score -826889.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -826894.500000 Penalty: 4418.914062
	Iteration 53Q: 3 clusters Score -826894.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -826899.187500 Penalty: 4418.914062
	Iteration 54Q: 3 clusters Score -826899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -826900.937500 Penalty: 4418.914062
	Iteration 55Q: 3 clusters Score -826900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -826902.687500 Penalty: 4418.914062
	Iteration 56Q: 3 clusters Score -826902.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -826906.937500 Penalty: 4418.914062
	Iteration 57Q: 3 clusters Score -826906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -826911.750000 Penalty: 4418.914062
	Iteration 58Q: 3 clusters Score -826911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -826915.437500 Penalty: 4418.914062
	Iteration 59Q: 3 clusters Score -826915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -826915.062500 Penalty: 4418.914062
	Iteration 60F: 3 clusters Score -826915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -826916.375000 Penalty: 4418.914062
	Iteration 61Q: 3 clusters Score -826916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -826917.250000 Penalty: 4418.914062
	Iteration 62Q: 3 clusters Score -826917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -826919.750000 Penalty: 4418.914062
	Iteration 63Q: 3 clusters Score -826919.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -826921.062500 Penalty: 4418.914062
	Iteration 64Q: 3 clusters Score -826921.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -826922.312500 Penalty: 4418.914062
	Iteration 65Q: 3 clusters Score -826922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -826925.062500 Penalty: 4418.914062
	Iteration 66Q: 3 clusters Score -826925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -826926.312500 Penalty: 4418.914062
	Iteration 67Q: 3 clusters Score -826926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -826927.187500 Penalty: 4418.914062
	Iteration 68Q: 3 clusters Score -826927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -826931.125000 Penalty: 4418.914062
	Iteration 69Q: 3 clusters Score -826931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -826930.375000 Penalty: 4418.914062
	Iteration 70Q: 3 clusters Score -826930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -826930.562500 Penalty: 4418.914062
	Iteration 71Q: 3 clusters Score -826930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -826933.750000 Penalty: 4418.914062
	Iteration 72Q: 3 clusters Score -826933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -826934.500000 Penalty: 4418.914062
	Iteration 73Q: 3 clusters Score -826934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -826937.875000 Penalty: 4418.914062
	Iteration 74Q: 3 clusters Score -826937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -826939.562500 Penalty: 4418.914062
	Iteration 75Q: 3 clusters Score -826939.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -826943.437500 Penalty: 4418.914062
	Iteration 76Q: 3 clusters Score -826943.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -826946.625000 Penalty: 4418.914062
	Iteration 77Q: 3 clusters Score -826946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -826949.375000 Penalty: 4418.914062
	Iteration 78Q: 3 clusters Score -826949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -826951.750000 Penalty: 4418.914062
	Iteration 79Q: 3 clusters Score -826951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -826955.250000 Penalty: 4418.914062
	Iteration 80F: 3 clusters Score -826955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -826958.000000 Penalty: 4418.914062
	Iteration 81Q: 3 clusters Score -826958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -826961.062500 Penalty: 4418.914062
	Iteration 82Q: 3 clusters Score -826961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -826962.312500 Penalty: 4418.914062
	Iteration 83Q: 3 clusters Score -826962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -826966.250000 Penalty: 4418.914062
	Iteration 84Q: 3 clusters Score -826966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -826968.500000 Penalty: 4418.914062
	Iteration 85Q: 3 clusters Score -826968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -826970.375000 Penalty: 4418.914062
	Iteration 86Q: 3 clusters Score -826970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -826970.250000 Penalty: 4418.914062
	Iteration 87Q: 3 clusters Score -826970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -826971.875000 Penalty: 4418.914062
	Iteration 88Q: 3 clusters Score -826971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -826971.875000 Penalty: 4418.914062
	Iteration 89Q: 3 clusters Score -826971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -826973.125000 Penalty: 4418.914062
	Iteration 90Q: 3 clusters Score -826973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -826973.937500 Penalty: 4418.914062
	Iteration 91Q: 3 clusters Score -826973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -826973.937500 Penalty: 4418.914062
	Iteration 92F: 3 clusters Score -826973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -219966.328125 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -219966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217259.609375 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -217259.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -217749.250000 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -217749.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -217915.656250 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -217915.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -218012.625000 Penalty: 3813.927979
	Iteration 3Q: 3 clusters Score -218012.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -218093.531250 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -218093.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -218143.140625 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -218143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -218171.546875 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -218171.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -218210.296875 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -218210.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -218246.937500 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -218246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -218278.156250 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -218278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -218293.656250 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -218293.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -218313.656250 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -218313.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -218330.921875 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -218330.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -218351.296875 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -218351.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -218371.390625 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -218371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -218387.187500 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -218387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -218399.000000 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -218399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -218415.187500 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -218415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -218425.156250 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -218425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -218432.359375 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -218432.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218441.828125 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -218441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -218456.781250 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -218456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218466.828125 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -218466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -218475.062500 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -218475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218483.750000 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -218483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -218491.406250 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -218491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -218496.968750 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -218497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -218500.312500 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -218500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -218500.734375 Penalty: 3813.927979
	Iteration 28Q: 3 clusters Score -218500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -218500.734375 Penalty: 3813.927979
	Iteration 29F: 3 clusters Score -218500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (9475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Entering Unmasked Estep 
Score: -1082291.750000 Penalty: 2270.790283
	Iteration 0F: 2 clusters Score -1082292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1074968.125000 Penalty: 4541.580566
	Iteration 0F: 3 clusters Score -1074968 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1077044.125000 Penalty: 4541.580566
	Iteration 1F: 3 clusters Score -1077044 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1077286.875000 Penalty: 4541.580566
	Iteration 2F: 3 clusters Score -1077287 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1077459.625000 Penalty: 4541.580566
	Iteration 3Q: 3 clusters Score -1077460 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1077606.625000 Penalty: 4541.580566
	Iteration 4Q: 3 clusters Score -1077607 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1077725.125000 Penalty: 4541.580566
	Iteration 5Q: 3 clusters Score -1077725 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1077815.750000 Penalty: 4541.580566
	Iteration 6Q: 3 clusters Score -1077816 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1077918.500000 Penalty: 4541.580566
	Iteration 7Q: 3 clusters Score -1077918 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1078003.000000 Penalty: 4541.580566
	Iteration 8Q: 3 clusters Score -1078003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1078059.625000 Penalty: 4541.580566
	Iteration 9Q: 3 clusters Score -1078060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1078112.125000 Penalty: 4541.580566
	Iteration 10Q: 3 clusters Score -1078112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1078172.750000 Penalty: 4541.580566
	Iteration 11Q: 3 clusters Score -1078173 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1078218.750000 Penalty: 4541.580566
	Iteration 12Q: 3 clusters Score -1078219 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1078261.250000 Penalty: 4541.580566
	Iteration 13Q: 3 clusters Score -1078261 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1078307.625000 Penalty: 4541.580566
	Iteration 14Q: 3 clusters Score -1078308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1078356.500000 Penalty: 4541.580566
	Iteration 15Q: 3 clusters Score -1078356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1078403.000000 Penalty: 4541.580566
	Iteration 16Q: 3 clusters Score -1078403 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1078450.875000 Penalty: 4541.580566
	Iteration 17Q: 3 clusters Score -1078451 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1078505.375000 Penalty: 4541.580566
	Iteration 18Q: 3 clusters Score -1078505 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1078569.375000 Penalty: 4541.580566
	Iteration 19Q: 3 clusters Score -1078569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1078639.000000 Penalty: 4541.580566
	Iteration 20F: 3 clusters Score -1078639 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1078727.125000 Penalty: 4541.580566
	Iteration 21Q: 3 clusters Score -1078727 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1078818.375000 Penalty: 4541.580566
	Iteration 22Q: 3 clusters Score -1078818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1078906.750000 Penalty: 4541.580566
	Iteration 23Q: 3 clusters Score -1078907 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1078997.625000 Penalty: 4541.580566
	Iteration 24Q: 3 clusters Score -1078998 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1079094.125000 Penalty: 4541.580566
	Iteration 25Q: 3 clusters Score -1079094 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1079181.000000 Penalty: 4541.580566
	Iteration 26Q: 3 clusters Score -1079181 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1079253.750000 Penalty: 4541.580566
	Iteration 27Q: 3 clusters Score -1079254 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1079318.875000 Penalty: 4541.580566
	Iteration 28Q: 3 clusters Score -1079319 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1079378.000000 Penalty: 4541.580566
	Iteration 29Q: 3 clusters Score -1079378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1079435.125000 Penalty: 4541.580566
	Iteration 30Q: 3 clusters Score -1079435 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1079486.000000 Penalty: 4541.580566
	Iteration 31Q: 3 clusters Score -1079486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1079533.625000 Penalty: 4541.580566
	Iteration 32Q: 3 clusters Score -1079534 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1079591.625000 Penalty: 4541.580566
	Iteration 33Q: 3 clusters Score -1079592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1079654.250000 Penalty: 4541.580566
	Iteration 34Q: 3 clusters Score -1079654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1079709.875000 Penalty: 4541.580566
	Iteration 35Q: 3 clusters Score -1079710 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1079774.375000 Penalty: 4541.580566
	Iteration 36Q: 3 clusters Score -1079774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1079829.000000 Penalty: 4541.580566
	Iteration 37Q: 3 clusters Score -1079829 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1079886.375000 Penalty: 4541.580566
	Iteration 38Q: 3 clusters Score -1079886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1079934.125000 Penalty: 4541.580566
	Iteration 39Q: 3 clusters Score -1079934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1079972.875000 Penalty: 4541.580566
	Iteration 40F: 3 clusters Score -1079973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1080006.375000 Penalty: 4541.580566
	Iteration 41Q: 3 clusters Score -1080006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1080030.750000 Penalty: 4541.580566
	Iteration 42Q: 3 clusters Score -1080031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1080055.000000 Penalty: 4541.580566
	Iteration 43Q: 3 clusters Score -1080055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1080089.000000 Penalty: 4541.580566
	Iteration 44Q: 3 clusters Score -1080089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1080119.625000 Penalty: 4541.580566
	Iteration 45Q: 3 clusters Score -1080120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1080140.375000 Penalty: 4541.580566
	Iteration 46Q: 3 clusters Score -1080140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1080163.125000 Penalty: 4541.580566
	Iteration 47Q: 3 clusters Score -1080163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1080176.500000 Penalty: 4541.580566
	Iteration 48Q: 3 clusters Score -1080176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1080190.625000 Penalty: 4541.580566
	Iteration 49Q: 3 clusters Score -1080191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1080205.000000 Penalty: 4541.580566
	Iteration 50Q: 3 clusters Score -1080205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1080217.625000 Penalty: 4541.580566
	Iteration 51Q: 3 clusters Score -1080218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1080232.500000 Penalty: 4541.580566
	Iteration 52Q: 3 clusters Score -1080232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1080245.375000 Penalty: 4541.580566
	Iteration 53Q: 3 clusters Score -1080245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1080262.625000 Penalty: 4541.580566
	Iteration 54Q: 3 clusters Score -1080263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1080274.750000 Penalty: 4541.580566
	Iteration 55Q: 3 clusters Score -1080275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1080284.875000 Penalty: 4541.580566
	Iteration 56Q: 3 clusters Score -1080285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1080290.625000 Penalty: 4541.580566
	Iteration 57Q: 3 clusters Score -1080291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1080296.625000 Penalty: 4541.580566
	Iteration 58Q: 3 clusters Score -1080297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1080297.500000 Penalty: 4541.580566
	Iteration 59Q: 3 clusters Score -1080298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1080303.750000 Penalty: 4541.580566
	Iteration 60F: 3 clusters Score -1080304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1080314.625000 Penalty: 4541.580566
	Iteration 61Q: 3 clusters Score -1080315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1080323.500000 Penalty: 4541.580566
	Iteration 62Q: 3 clusters Score -1080324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1080330.875000 Penalty: 4541.580566
	Iteration 63Q: 3 clusters Score -1080331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1080338.125000 Penalty: 4541.580566
	Iteration 64Q: 3 clusters Score -1080338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1080342.375000 Penalty: 4541.580566
	Iteration 65Q: 3 clusters Score -1080342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1080350.250000 Penalty: 4541.580566
	Iteration 66Q: 3 clusters Score -1080350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1080350.875000 Penalty: 4541.580566
	Iteration 67Q: 3 clusters Score -1080351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1080358.250000 Penalty: 4541.580566
	Iteration 68Q: 3 clusters Score -1080358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1080364.375000 Penalty: 4541.580566
	Iteration 69Q: 3 clusters Score -1080364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1080368.625000 Penalty: 4541.580566
	Iteration 70Q: 3 clusters Score -1080369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1080377.250000 Penalty: 4541.580566
	Iteration 71Q: 3 clusters Score -1080377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1080381.875000 Penalty: 4541.580566
	Iteration 72Q: 3 clusters Score -1080382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1080385.875000 Penalty: 4541.580566
	Iteration 73Q: 3 clusters Score -1080386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1080390.875000 Penalty: 4541.580566
	Iteration 74Q: 3 clusters Score -1080391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1080394.250000 Penalty: 4541.580566
	Iteration 75Q: 3 clusters Score -1080394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1080395.375000 Penalty: 4541.580566
	Iteration 76Q: 3 clusters Score -1080395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1080396.500000 Penalty: 4541.580566
	Iteration 77Q: 3 clusters Score -1080396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1080398.625000 Penalty: 4541.580566
	Iteration 78Q: 3 clusters Score -1080399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1080397.000000 Penalty: 4541.580566
	Iteration 79Q: 3 clusters Score -1080397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1080397.000000 Penalty: 4541.580566
	Iteration 80F: 3 clusters Score -1080397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248384 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84698 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9458 members 
Mstep: Class 29 contains 172279 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140816 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6244 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24877 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9120 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11040 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20252 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3244 members 
Mstep: Class 56 contains 3499 members 
Mstep: Class 57 contains 3647 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25681 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1953 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4830 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18771 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2596 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 3576 members 
Mstep: Class 77 contains 37030 members 
Mstep: Class 78 contains 56349 members 
Mstep: Class 79 contains 6697 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5185 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6965 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17711 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4124 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6149 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296192.000000 Penalty: 366495.125000
Iteration 239Q: 103 clusters Score -2.122962e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 77953 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55421 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248383 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19330 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84695 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9455 members 
Mstep: Class 29 contains 172269 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12616 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140818 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6268 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8110 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 9022 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24876 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9119 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11035 members 
Mstep: Class 50 contains 8816 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11513 members 
Mstep: Class 55 contains 3245 members 
Mstep: Class 56 contains 3498 members 
Mstep: Class 57 contains 3646 members 
Mstep: Class 58 contains 14759 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1955 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4831 members 
Mstep: Class 66 contains 2409 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6220 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18772 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2597 members 
Mstep: Class 75 contains 6961 members 
Mstep: Class 76 contains 3575 members 
Mstep: Class 77 contains 37031 members 
Mstep: Class 78 contains 56347 members 
Mstep: Class 79 contains 6693 members 
Mstep: Class 80 contains 1409 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5186 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2679 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6967 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3980 members 
Mstep: Class 89 contains 9128 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17712 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4132 members 
Mstep: Class 95 contains 2360 members 
Mstep: Class 96 contains 6153 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2156 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2185 members 
Mstep: Class 102 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296416.000000 Penalty: 366495.125000
Iteration 240F: 103 clusters Score -2.122964e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248385 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25583 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19329 members 
Mstep: Class 19 contains 9610 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84695 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9448 members 
Mstep: Class 29 contains 172267 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132753 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 25015 members 
Mstep: Class 36 contains 6270 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6409 members 
Mstep: Class 43 contains 9021 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24876 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9118 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11027 members 
Mstep: Class 50 contains 8815 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33617 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11515 members 
Mstep: Class 55 contains 3245 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3646 members 
Mstep: Class 58 contains 14758 members 
Mstep: Class 59 contains 25673 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4828 members 
Mstep: Class 66 contains 2409 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18777 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2593 members 
Mstep: Class 75 contains 6961 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37037 members 
Mstep: Class 78 contains 56347 members 
Mstep: Class 79 contains 6695 members 
Mstep: Class 80 contains 1409 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5187 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2681 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6968 members 
Mstep: Class 87 contains 11690 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9127 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17713 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4140 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6157 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2167 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2184 members 
Mstep: Class 102 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 241Q: 103 clusters Score -2.122966e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77950 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12788 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248388 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25582 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51042 members 
Mstep: Class 18 contains 19328 members 
Mstep: Class 19 contains 9613 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84692 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33771 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9444 members 
Mstep: Class 29 contains 172270 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 12618 members 
Mstep: Class 32 contains 11845 members 
Mstep: Class 33 contains 132755 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 25014 members 
Mstep: Class 36 contains 6277 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6404 members 
Mstep: Class 43 contains 9018 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24875 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9116 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11020 members 
Mstep: Class 50 contains 8809 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33618 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11517 members 
Mstep: Class 55 contains 3245 members 
Mstep: Class 56 contains 3497 members 
Mstep: Class 57 contains 3646 members 
Mstep: Class 58 contains 14757 members 
Mstep: Class 59 contains 25675 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4824 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18777 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2593 members 
Mstep: Class 75 contains 6963 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37037 members 
Mstep: Class 78 contains 56346 members 
Mstep: Class 79 contains 6690 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5191 members 
Mstep: Class 83 contains 2413 members 
Mstep: Class 84 contains 2684 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6968 members 
Mstep: Class 87 contains 11690 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9132 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4151 members 
Mstep: Class 95 contains 2361 members 
Mstep: Class 96 contains 6163 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2161 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2183 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296608.000000 Penalty: 366495.125000
Iteration 242Q: 103 clusters Score -2.122966e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77949 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12786 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248390 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25581 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51042 members 
Mstep: Class 18 contains 19327 members 
Mstep: Class 19 contains 9613 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84692 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9444 members 
Mstep: Class 29 contains 172268 members 
Mstep: Class 30 contains 9223 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11842 members 
Mstep: Class 33 contains 132755 members 
Mstep: Class 34 contains 140818 members 
Mstep: Class 35 contains 25012 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8115 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18701 members 
Mstep: Class 42 contains 6405 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24878 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9115 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 11018 members 
Mstep: Class 50 contains 8803 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33616 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3646 members 
Mstep: Class 58 contains 14756 members 
Mstep: Class 59 contains 25676 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4822 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4963 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18780 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2592 members 
Mstep: Class 75 contains 6963 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56347 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5195 members 
Mstep: Class 83 contains 2412 members 
Mstep: Class 84 contains 2686 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6969 members 
Mstep: Class 87 contains 11690 members 
Mstep: Class 88 contains 3978 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10398 members 
Mstep: Class 94 contains 4155 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6165 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2156 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296464.000000 Penalty: 366495.125000
Iteration 243Q: 103 clusters Score -2.122965e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77945 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248391 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25582 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 51042 members 
Mstep: Class 18 contains 19326 members 
Mstep: Class 19 contains 9612 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84689 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33768 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9439 members 
Mstep: Class 29 contains 172272 members 
Mstep: Class 30 contains 9230 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11842 members 
Mstep: Class 33 contains 132754 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 25010 members 
Mstep: Class 36 contains 6285 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8115 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 6404 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 24883 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9112 members 
Mstep: Class 48 contains 41867 members 
Mstep: Class 49 contains 11018 members 
Mstep: Class 50 contains 8798 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33615 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11519 members 
Mstep: Class 55 contains 3249 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3645 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54503 members 
Mstep: Class 65 contains 4823 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18777 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2592 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 3569 members 
Mstep: Class 77 contains 37033 members 
Mstep: Class 78 contains 56344 members 
Mstep: Class 79 contains 6687 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5198 members 
Mstep: Class 83 contains 2411 members 
Mstep: Class 84 contains 2689 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6971 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3980 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4155 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6168 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7399 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296704.000000 Penalty: 366495.125000
Iteration 244Q: 103 clusters Score -2.122967e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77937 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248393 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25582 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 19325 members 
Mstep: Class 19 contains 9615 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84687 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33768 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9437 members 
Mstep: Class 29 contains 172266 members 
Mstep: Class 30 contains 9236 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132753 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 25007 members 
Mstep: Class 36 contains 6286 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8114 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24887 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9111 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11013 members 
Mstep: Class 50 contains 8793 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33613 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11518 members 
Mstep: Class 55 contains 3249 members 
Mstep: Class 56 contains 3497 members 
Mstep: Class 57 contains 3645 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54501 members 
Mstep: Class 65 contains 4815 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8127 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 18779 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2591 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 3569 members 
Mstep: Class 77 contains 37032 members 
Mstep: Class 78 contains 56343 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5198 members 
Mstep: Class 83 contains 2411 members 
Mstep: Class 84 contains 2692 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3979 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4157 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6166 members 
Mstep: Class 97 contains 4308 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7400 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296608.000000 Penalty: 366495.125000
Iteration 245Q: 103 clusters Score -2.122966e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77937 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55420 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248395 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25580 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19323 members 
Mstep: Class 19 contains 9614 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84682 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9437 members 
Mstep: Class 29 contains 172271 members 
Mstep: Class 30 contains 9237 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11846 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 25002 members 
Mstep: Class 36 contains 6289 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 23619 members 
Mstep: Class 39 contains 8115 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6400 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2547 members 
Mstep: Class 45 contains 24890 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11007 members 
Mstep: Class 50 contains 8788 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33613 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11517 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3497 members 
Mstep: Class 57 contains 3645 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54500 members 
Mstep: Class 65 contains 4804 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6229 members 
Mstep: Class 72 contains 18787 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2589 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 3569 members 
Mstep: Class 77 contains 37038 members 
Mstep: Class 78 contains 56343 members 
Mstep: Class 79 contains 6684 members 
Mstep: Class 80 contains 1409 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5199 members 
Mstep: Class 83 contains 2411 members 
Mstep: Class 84 contains 2698 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3975 members 
Mstep: Class 89 contains 9141 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4156 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6162 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7401 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296560.000000 Penalty: 366495.125000
Iteration 246Q: 103 clusters Score -2.122966e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77934 members 
Mstep: Class 4 contains 28673 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55418 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248396 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25576 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19323 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84679 members 
Mstep: Class 23 contains 12682 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9435 members 
Mstep: Class 29 contains 172271 members 
Mstep: Class 30 contains 9236 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11847 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 25000 members 
Mstep: Class 36 contains 6291 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 23618 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2547 members 
Mstep: Class 45 contains 24893 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11003 members 
Mstep: Class 50 contains 8786 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33613 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11514 members 
Mstep: Class 55 contains 3247 members 
Mstep: Class 56 contains 3497 members 
Mstep: Class 57 contains 3643 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25676 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54498 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6230 members 
Mstep: Class 72 contains 18794 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2591 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 3569 members 
Mstep: Class 77 contains 37041 members 
Mstep: Class 78 contains 56344 members 
Mstep: Class 79 contains 6683 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5200 members 
Mstep: Class 83 contains 2411 members 
Mstep: Class 84 contains 2701 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3978 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4154 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6167 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7401 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296672.000000 Penalty: 366495.125000
Iteration 247Q: 103 clusters Score -2.122967e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77927 members 
Mstep: Class 4 contains 28674 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55420 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248394 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25575 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19323 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84679 members 
Mstep: Class 23 contains 12680 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9432 members 
Mstep: Class 29 contains 172270 members 
Mstep: Class 30 contains 9236 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 24998 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 23617 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6396 members 
Mstep: Class 43 contains 9014 members 
Mstep: Class 44 contains 2547 members 
Mstep: Class 45 contains 24893 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9106 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11004 members 
Mstep: Class 50 contains 8783 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33613 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11513 members 
Mstep: Class 55 contains 3249 members 
Mstep: Class 56 contains 3497 members 
Mstep: Class 57 contains 3639 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54496 members 
Mstep: Class 65 contains 4781 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6230 members 
Mstep: Class 72 contains 18799 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2599 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 3568 members 
Mstep: Class 77 contains 37043 members 
Mstep: Class 78 contains 56342 members 
Mstep: Class 79 contains 6684 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5198 members 
Mstep: Class 83 contains 2411 members 
Mstep: Class 84 contains 2703 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3978 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4154 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6169 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7402 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296448.000000 Penalty: 366495.125000
Iteration 248Q: 103 clusters Score -2.122964e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77927 members 
Mstep: Class 4 contains 28676 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55420 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248393 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25575 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 9628 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84678 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 172267 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11846 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24996 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 23614 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 9013 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24891 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9106 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11003 members 
Mstep: Class 50 contains 8782 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33612 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11515 members 
Mstep: Class 55 contains 3248 members 
Mstep: Class 56 contains 3497 members 
Mstep: Class 57 contains 3636 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25677 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54495 members 
Mstep: Class 65 contains 4776 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6230 members 
Mstep: Class 72 contains 18799 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2602 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 3569 members 
Mstep: Class 77 contains 37040 members 
Mstep: Class 78 contains 56342 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5196 members 
Mstep: Class 83 contains 2411 members 
Mstep: Class 84 contains 2704 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3978 members 
Mstep: Class 89 contains 9134 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17714 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4159 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6170 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7402 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 249Q: 103 clusters Score -2.122966e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77924 members 
Mstep: Class 4 contains 28679 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248392 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25573 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 9624 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84677 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 172266 members 
Mstep: Class 30 contains 9246 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11845 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24995 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23612 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 9012 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24891 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 11005 members 
Mstep: Class 50 contains 8781 members 
Mstep: Class 51 contains 20251 members 
Mstep: Class 52 contains 33612 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3247 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3634 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54495 members 
Mstep: Class 65 contains 4773 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 18795 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2603 members 
Mstep: Class 75 contains 6963 members 
Mstep: Class 76 contains 3570 members 
Mstep: Class 77 contains 37039 members 
Mstep: Class 78 contains 56343 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5196 members 
Mstep: Class 83 contains 2410 members 
Mstep: Class 84 contains 2705 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9129 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17715 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4165 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6175 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7403 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296496.000000 Penalty: 366495.125000
Iteration 250Q: 103 clusters Score -2.122965e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77922 members 
Mstep: Class 4 contains 28685 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55424 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248391 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25572 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84676 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 172261 members 
Mstep: Class 30 contains 9251 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11847 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24993 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23607 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 9012 members 
Mstep: Class 44 contains 2549 members 
Mstep: Class 45 contains 24891 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9111 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11003 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20250 members 
Mstep: Class 52 contains 33611 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3247 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3634 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25679 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54494 members 
Mstep: Class 65 contains 4778 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18791 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2606 members 
Mstep: Class 75 contains 6964 members 
Mstep: Class 76 contains 3570 members 
Mstep: Class 77 contains 37038 members 
Mstep: Class 78 contains 56340 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5198 members 
Mstep: Class 83 contains 2409 members 
Mstep: Class 84 contains 2703 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3980 members 
Mstep: Class 89 contains 9129 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17716 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4168 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6183 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7403 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296464.000000 Penalty: 366495.125000
Iteration 251Q: 103 clusters Score -2.122965e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77922 members 
Mstep: Class 4 contains 28689 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248391 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25573 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 9630 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84672 members 
Mstep: Class 23 contains 12682 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 172255 members 
Mstep: Class 30 contains 9255 members 
Mstep: Class 31 contains 12618 members 
Mstep: Class 32 contains 11847 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 24992 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23602 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 9012 members 
Mstep: Class 44 contains 2550 members 
Mstep: Class 45 contains 24890 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 11004 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20253 members 
Mstep: Class 52 contains 33610 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3246 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3634 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25678 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54494 members 
Mstep: Class 65 contains 4769 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6227 members 
Mstep: Class 72 contains 18789 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2610 members 
Mstep: Class 75 contains 6966 members 
Mstep: Class 76 contains 3570 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56341 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5198 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2706 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3982 members 
Mstep: Class 89 contains 9129 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17720 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4169 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6188 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7402 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296496.000000 Penalty: 366495.125000
Iteration 252Q: 103 clusters Score -2.122965e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77921 members 
Mstep: Class 4 contains 28691 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248391 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25573 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 9635 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15374 members 
Mstep: Class 22 contains 84672 members 
Mstep: Class 23 contains 12680 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 172249 members 
Mstep: Class 30 contains 9257 members 
Mstep: Class 31 contains 12618 members 
Mstep: Class 32 contains 11845 members 
Mstep: Class 33 contains 132752 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 24991 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23600 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 9011 members 
Mstep: Class 44 contains 2550 members 
Mstep: Class 45 contains 24893 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10998 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20254 members 
Mstep: Class 52 contains 33609 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3247 members 
Mstep: Class 56 contains 3496 members 
Mstep: Class 57 contains 3631 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25677 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54492 members 
Mstep: Class 65 contains 4764 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18789 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2612 members 
Mstep: Class 75 contains 6968 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37039 members 
Mstep: Class 78 contains 56343 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5197 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2707 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11692 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9129 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17720 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4171 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6193 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7404 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296592.000000 Penalty: 366495.125000
Iteration 253Q: 103 clusters Score -2.122966e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77922 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248392 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25570 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19321 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84669 members 
Mstep: Class 23 contains 12680 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 172241 members 
Mstep: Class 30 contains 9259 members 
Mstep: Class 31 contains 12618 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 132750 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 24989 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23596 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 9012 members 
Mstep: Class 44 contains 2550 members 
Mstep: Class 45 contains 24895 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9105 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10998 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33608 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3249 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3628 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25675 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4758 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18793 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2614 members 
Mstep: Class 75 contains 6971 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37046 members 
Mstep: Class 78 contains 56345 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5197 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2707 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9131 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17721 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4172 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6196 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7408 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296592.000000 Penalty: 366495.125000
Iteration 254Q: 103 clusters Score -2.122966e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77922 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248392 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25567 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19321 members 
Mstep: Class 19 contains 9640 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84668 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9424 members 
Mstep: Class 29 contains 172241 members 
Mstep: Class 30 contains 9265 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 11839 members 
Mstep: Class 33 contains 132747 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 24991 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23594 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 9012 members 
Mstep: Class 44 contains 2550 members 
Mstep: Class 45 contains 24896 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9104 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10997 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33608 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11516 members 
Mstep: Class 55 contains 3250 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3628 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25673 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54492 members 
Mstep: Class 65 contains 4757 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18794 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2618 members 
Mstep: Class 75 contains 6971 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56345 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5199 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2707 members 
Mstep: Class 85 contains 3816 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9131 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17721 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4174 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6201 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7408 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296368.000000 Penalty: 366495.125000
Iteration 255Q: 103 clusters Score -2.122964e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77921 members 
Mstep: Class 4 contains 28693 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55423 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248390 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8996 members 
Mstep: Class 15 contains 25567 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19320 members 
Mstep: Class 19 contains 9646 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84667 members 
Mstep: Class 23 contains 12677 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9424 members 
Mstep: Class 29 contains 172237 members 
Mstep: Class 30 contains 9266 members 
Mstep: Class 31 contains 12615 members 
Mstep: Class 32 contains 11836 members 
Mstep: Class 33 contains 132749 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24992 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23594 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 9011 members 
Mstep: Class 44 contains 2550 members 
Mstep: Class 45 contains 24898 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9105 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10990 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33609 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11515 members 
Mstep: Class 55 contains 3252 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3628 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25671 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5177 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54493 members 
Mstep: Class 65 contains 4753 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18799 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2620 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37057 members 
Mstep: Class 78 contains 56345 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5201 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2708 members 
Mstep: Class 85 contains 3817 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9130 members 
Mstep: Class 90 contains 8538 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17721 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4175 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6202 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7408 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296480.000000 Penalty: 366495.125000
Iteration 256Q: 103 clusters Score -2.122965e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77921 members 
Mstep: Class 4 contains 28693 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55426 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4428 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248389 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8996 members 
Mstep: Class 15 contains 25567 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19320 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84662 members 
Mstep: Class 23 contains 12680 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 172228 members 
Mstep: Class 30 contains 9266 members 
Mstep: Class 31 contains 12615 members 
Mstep: Class 32 contains 11835 members 
Mstep: Class 33 contains 132751 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24991 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23593 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 9011 members 
Mstep: Class 44 contains 2552 members 
Mstep: Class 45 contains 24902 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9104 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10987 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33609 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11513 members 
Mstep: Class 55 contains 3256 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3628 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25669 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5178 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54493 members 
Mstep: Class 65 contains 4750 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18802 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2622 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37052 members 
Mstep: Class 78 contains 56344 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5201 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2712 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3984 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 8537 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17721 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4178 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6205 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7408 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296448.000000 Penalty: 366495.125000
Iteration 257Q: 103 clusters Score -2.122964e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77921 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55427 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248388 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 51044 members 
Mstep: Class 18 contains 19319 members 
Mstep: Class 19 contains 9661 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84660 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9421 members 
Mstep: Class 29 contains 172228 members 
Mstep: Class 30 contains 9267 members 
Mstep: Class 31 contains 12616 members 
Mstep: Class 32 contains 11835 members 
Mstep: Class 33 contains 132749 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24988 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23591 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 9011 members 
Mstep: Class 44 contains 2555 members 
Mstep: Class 45 contains 24902 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9102 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10984 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33609 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11511 members 
Mstep: Class 55 contains 3258 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3628 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25666 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5179 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54492 members 
Mstep: Class 65 contains 4752 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6243 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18807 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2623 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56344 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5201 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2713 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3984 members 
Mstep: Class 89 contains 9132 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17722 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4181 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6207 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7409 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296608.000000 Penalty: 366495.125000
Iteration 258Q: 103 clusters Score -2.122966e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77921 members 
Mstep: Class 4 contains 28695 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55426 members 
Mstep: Class 7 contains 3494 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 248389 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 8998 members 
Mstep: Class 15 contains 25565 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19319 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84660 members 
Mstep: Class 23 contains 12682 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9417 members 
Mstep: Class 29 contains 172231 members 
Mstep: Class 30 contains 9268 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 132748 members 
Mstep: Class 34 contains 140818 members 
Mstep: Class 35 contains 24985 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23590 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 9013 members 
Mstep: Class 44 contains 2557 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9100 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10979 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33609 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11511 members 
Mstep: Class 55 contains 3258 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3626 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25662 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5179 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4751 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4964 members 
Mstep: Class 68 contains 6242 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18811 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2625 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 3570 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56343 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5203 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2717 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3984 members 
Mstep: Class 89 contains 9130 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12775 members 
Mstep: Class 92 contains 17722 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4183 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6209 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7411 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296656.000000 Penalty: 366495.125000
Iteration 259Q: 103 clusters Score -2.122967e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77919 members 
Mstep: Class 4 contains 28697 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 55426 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248389 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25565 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84658 members 
Mstep: Class 23 contains 12679 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9415 members 
Mstep: Class 29 contains 172238 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 12618 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 132746 members 
Mstep: Class 34 contains 140820 members 
Mstep: Class 35 contains 24985 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23588 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 9014 members 
Mstep: Class 44 contains 2559 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9098 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10979 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33608 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11511 members 
Mstep: Class 55 contains 3257 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3625 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25659 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5179 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4750 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4965 members 
Mstep: Class 68 contains 6244 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18812 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2630 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37051 members 
Mstep: Class 78 contains 56340 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5204 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2720 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3985 members 
Mstep: Class 89 contains 9132 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12774 members 
Mstep: Class 92 contains 17722 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4184 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6210 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7413 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296624.000000 Penalty: 366495.125000
Iteration 260F: 103 clusters Score -2.122966e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77919 members 
Mstep: Class 4 contains 28698 members 
Mstep: Class 5 contains 12784 members 
Mstep: Class 6 contains 55425 members 
Mstep: Class 7 contains 3467 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 248390 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 9000 members 
Mstep: Class 15 contains 25564 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84658 members 
Mstep: Class 23 contains 12679 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9414 members 
Mstep: Class 29 contains 172236 members 
Mstep: Class 30 contains 9279 members 
Mstep: Class 31 contains 12619 members 
Mstep: Class 32 contains 11834 members 
Mstep: Class 33 contains 132746 members 
Mstep: Class 34 contains 140819 members 
Mstep: Class 35 contains 24985 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23586 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 9014 members 
Mstep: Class 44 contains 2559 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9096 members 
Mstep: Class 48 contains 41868 members 
Mstep: Class 49 contains 10978 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20256 members 
Mstep: Class 52 contains 33607 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11511 members 
Mstep: Class 55 contains 3259 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3623 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25657 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4749 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6246 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18817 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2637 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37049 members 
Mstep: Class 78 contains 56337 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5210 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2722 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12774 members 
Mstep: Class 92 contains 17722 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4184 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6210 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7417 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296496.000000 Penalty: 366495.125000
Iteration 261Q: 103 clusters Score -2.122965e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77917 members 
Mstep: Class 4 contains 28698 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55425 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248389 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 9000 members 
Mstep: Class 15 contains 25565 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84657 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9411 members 
Mstep: Class 29 contains 172240 members 
Mstep: Class 30 contains 9287 members 
Mstep: Class 31 contains 12620 members 
Mstep: Class 32 contains 11836 members 
Mstep: Class 33 contains 132744 members 
Mstep: Class 34 contains 140817 members 
Mstep: Class 35 contains 24985 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23585 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 2560 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9096 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 10978 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33605 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11510 members 
Mstep: Class 55 contains 3259 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25655 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4748 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6248 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18816 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2640 members 
Mstep: Class 75 contains 6972 members 
Mstep: Class 76 contains 3574 members 
Mstep: Class 77 contains 37043 members 
Mstep: Class 78 contains 56336 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5211 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2721 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3987 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12773 members 
Mstep: Class 92 contains 17722 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4185 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6216 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3733 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7417 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296688.000000 Penalty: 366495.125000
Iteration 262Q: 103 clusters Score -2.122967e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77916 members 
Mstep: Class 4 contains 28698 members 
Mstep: Class 5 contains 12780 members 
Mstep: Class 6 contains 55425 members 
Mstep: Class 7 contains 3453 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248385 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25563 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9674 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84655 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9409 members 
Mstep: Class 29 contains 172241 members 
Mstep: Class 30 contains 9291 members 
Mstep: Class 31 contains 12623 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 132744 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23584 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 2560 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9097 members 
Mstep: Class 48 contains 41869 members 
Mstep: Class 49 contains 10974 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33603 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11509 members 
Mstep: Class 55 contains 3261 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25655 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4741 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6248 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18816 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2641 members 
Mstep: Class 75 contains 6973 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37044 members 
Mstep: Class 78 contains 56334 members 
Mstep: Class 79 contains 6685 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5212 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2721 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9140 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12776 members 
Mstep: Class 92 contains 17723 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4185 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6221 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3733 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7422 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296608.000000 Penalty: 366495.125000
Iteration 263Q: 103 clusters Score -2.122966e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77916 members 
Mstep: Class 4 contains 28698 members 
Mstep: Class 5 contains 12780 members 
Mstep: Class 6 contains 55425 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25561 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9673 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84653 members 
Mstep: Class 23 contains 12682 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33771 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9409 members 
Mstep: Class 29 contains 172238 members 
Mstep: Class 30 contains 9297 members 
Mstep: Class 31 contains 12626 members 
Mstep: Class 32 contains 11839 members 
Mstep: Class 33 contains 132742 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24985 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 6381 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 2561 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9098 members 
Mstep: Class 48 contains 41866 members 
Mstep: Class 49 contains 10969 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33603 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11508 members 
Mstep: Class 55 contains 3264 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3621 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25654 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4738 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6251 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6225 members 
Mstep: Class 72 contains 18819 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2641 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37040 members 
Mstep: Class 78 contains 56332 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5214 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2723 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3982 members 
Mstep: Class 89 contains 9142 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12779 members 
Mstep: Class 92 contains 17724 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4182 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6226 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7425 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296656.000000 Penalty: 366495.125000
Iteration 264Q: 103 clusters Score -2.122967e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77917 members 
Mstep: Class 4 contains 28698 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55424 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248377 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25560 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9666 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84651 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33771 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9409 members 
Mstep: Class 29 contains 172236 members 
Mstep: Class 30 contains 9305 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11839 members 
Mstep: Class 33 contains 132742 members 
Mstep: Class 34 contains 140812 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 9014 members 
Mstep: Class 44 contains 2563 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9099 members 
Mstep: Class 48 contains 41867 members 
Mstep: Class 49 contains 10964 members 
Mstep: Class 50 contains 8780 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33603 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11509 members 
Mstep: Class 55 contains 3263 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3621 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25653 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4731 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6253 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18817 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2638 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37038 members 
Mstep: Class 78 contains 56332 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5218 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2725 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9134 members 
Mstep: Class 90 contains 8536 members 
Mstep: Class 91 contains 12784 members 
Mstep: Class 92 contains 17726 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4184 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6233 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7425 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296656.000000 Penalty: 366495.125000
Iteration 265Q: 103 clusters Score -2.122967e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77915 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55418 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248376 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25560 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84651 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33772 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9408 members 
Mstep: Class 29 contains 172238 members 
Mstep: Class 30 contains 9309 members 
Mstep: Class 31 contains 12627 members 
Mstep: Class 32 contains 11839 members 
Mstep: Class 33 contains 132740 members 
Mstep: Class 34 contains 140812 members 
Mstep: Class 35 contains 24979 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 9013 members 
Mstep: Class 44 contains 2563 members 
Mstep: Class 45 contains 24901 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9098 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10958 members 
Mstep: Class 50 contains 8779 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33605 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11508 members 
Mstep: Class 55 contains 3262 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3621 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25652 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54491 members 
Mstep: Class 65 contains 4725 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6254 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18815 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2640 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37040 members 
Mstep: Class 78 contains 56332 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5220 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2725 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3982 members 
Mstep: Class 89 contains 9127 members 
Mstep: Class 90 contains 8535 members 
Mstep: Class 91 contains 12791 members 
Mstep: Class 92 contains 17726 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4185 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6238 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7428 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296432.000000 Penalty: 366495.125000
Iteration 266Q: 103 clusters Score -2.122964e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77914 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55415 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248376 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9669 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84653 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33773 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9407 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9309 members 
Mstep: Class 31 contains 12629 members 
Mstep: Class 32 contains 11842 members 
Mstep: Class 33 contains 132736 members 
Mstep: Class 34 contains 140812 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6381 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 2563 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9099 members 
Mstep: Class 48 contains 41866 members 
Mstep: Class 49 contains 10955 members 
Mstep: Class 50 contains 8778 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33603 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11510 members 
Mstep: Class 55 contains 3262 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3621 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54490 members 
Mstep: Class 65 contains 4717 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4966 members 
Mstep: Class 68 contains 6258 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18816 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2642 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3573 members 
Mstep: Class 77 contains 37042 members 
Mstep: Class 78 contains 56334 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5219 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2727 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3982 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 12792 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4186 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6245 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7428 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296544.000000 Penalty: 366495.125000
Iteration 267Q: 103 clusters Score -2.122965e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77912 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55410 members 
Mstep: Class 7 contains 3451 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248375 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 9673 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84652 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33775 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9405 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9309 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11838 members 
Mstep: Class 33 contains 132733 members 
Mstep: Class 34 contains 140811 members 
Mstep: Class 35 contains 24983 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 2563 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9102 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10946 members 
Mstep: Class 50 contains 8776 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33603 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11509 members 
Mstep: Class 55 contains 3264 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54490 members 
Mstep: Class 65 contains 4714 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4967 members 
Mstep: Class 68 contains 6258 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18815 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2649 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37041 members 
Mstep: Class 78 contains 56331 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5220 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2731 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9125 members 
Mstep: Class 90 contains 8535 members 
Mstep: Class 91 contains 12798 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4189 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6253 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2151 members 
Mstep: Class 100 contains 7429 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296672.000000 Penalty: 366495.125000
Iteration 268Q: 103 clusters Score -2.122967e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77908 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55408 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 248374 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19317 members 
Mstep: Class 19 contains 9675 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84651 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9311 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11839 members 
Mstep: Class 33 contains 132733 members 
Mstep: Class 34 contains 140811 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18697 members 
Mstep: Class 42 contains 6378 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2564 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9102 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10940 members 
Mstep: Class 50 contains 8775 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33601 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3266 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25650 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54489 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4967 members 
Mstep: Class 68 contains 6258 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18811 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2655 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37044 members 
Mstep: Class 78 contains 56331 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5220 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2733 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3986 members 
Mstep: Class 89 contains 9127 members 
Mstep: Class 90 contains 8535 members 
Mstep: Class 91 contains 12804 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4191 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6258 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7432 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296720.000000 Penalty: 366495.125000
Iteration 269Q: 103 clusters Score -2.122967e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77909 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55403 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 248376 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25557 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19317 members 
Mstep: Class 19 contains 9673 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84650 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33777 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 172232 members 
Mstep: Class 30 contains 9312 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11839 members 
Mstep: Class 33 contains 132732 members 
Mstep: Class 34 contains 140810 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18696 members 
Mstep: Class 42 contains 6378 members 
Mstep: Class 43 contains 9016 members 
Mstep: Class 44 contains 2567 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9104 members 
Mstep: Class 48 contains 41866 members 
Mstep: Class 49 contains 10939 members 
Mstep: Class 50 contains 8774 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33600 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11506 members 
Mstep: Class 55 contains 3268 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25647 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54489 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4968 members 
Mstep: Class 68 contains 6259 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18814 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2659 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3571 members 
Mstep: Class 77 contains 37048 members 
Mstep: Class 78 contains 56332 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5218 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2736 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3983 members 
Mstep: Class 89 contains 9126 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 12806 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4194 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6260 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7434 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296624.000000 Penalty: 366495.125000
Iteration 270Q: 103 clusters Score -2.122966e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77907 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55397 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 248378 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25556 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19317 members 
Mstep: Class 19 contains 9673 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84650 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 172229 members 
Mstep: Class 30 contains 9314 members 
Mstep: Class 31 contains 12632 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 132733 members 
Mstep: Class 34 contains 140811 members 
Mstep: Class 35 contains 24982 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18694 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 9013 members 
Mstep: Class 44 contains 2567 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9105 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10935 members 
Mstep: Class 50 contains 8773 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33599 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3269 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14755 members 
Mstep: Class 59 contains 25646 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54489 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18812 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2668 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37050 members 
Mstep: Class 78 contains 56331 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5218 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2740 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3982 members 
Mstep: Class 89 contains 9129 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 12810 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10399 members 
Mstep: Class 94 contains 4197 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6259 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7435 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296512.000000 Penalty: 366495.125000
Iteration 271Q: 103 clusters Score -2.122965e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77907 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55394 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25556 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 51049 members 
Mstep: Class 18 contains 19317 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9402 members 
Mstep: Class 29 contains 172231 members 
Mstep: Class 30 contains 9315 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 132730 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6380 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 2567 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9106 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10929 members 
Mstep: Class 50 contains 8770 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33598 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3271 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14754 members 
Mstep: Class 59 contains 25644 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54489 members 
Mstep: Class 65 contains 4712 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18813 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2674 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56330 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5216 members 
Mstep: Class 83 contains 2408 members 
Mstep: Class 84 contains 2744 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3984 members 
Mstep: Class 89 contains 9131 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 12812 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10400 members 
Mstep: Class 94 contains 4202 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6259 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7440 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 272Q: 103 clusters Score -2.122966e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77908 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 55392 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25556 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 51048 members 
Mstep: Class 18 contains 19317 members 
Mstep: Class 19 contains 9677 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84650 members 
Mstep: Class 23 contains 12687 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33776 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 172231 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11837 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24982 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2568 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41866 members 
Mstep: Class 49 contains 10923 members 
Mstep: Class 50 contains 8769 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33596 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11503 members 
Mstep: Class 55 contains 3272 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14753 members 
Mstep: Class 59 contains 25641 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54489 members 
Mstep: Class 65 contains 4714 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18820 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2681 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56330 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2408 members 
Mstep: Class 84 contains 2746 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 8534 members 
Mstep: Class 91 contains 12813 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10402 members 
Mstep: Class 94 contains 4201 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6262 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7442 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296592.000000 Penalty: 366495.125000
Iteration 273Q: 103 clusters Score -2.122966e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77907 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55389 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25556 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84651 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33774 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 172233 members 
Mstep: Class 30 contains 9318 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11833 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24982 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23583 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6377 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2570 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9110 members 
Mstep: Class 48 contains 41866 members 
Mstep: Class 49 contains 10922 members 
Mstep: Class 50 contains 8769 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33596 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3271 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3622 members 
Mstep: Class 58 contains 14753 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54488 members 
Mstep: Class 65 contains 4713 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6226 members 
Mstep: Class 72 contains 18827 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2681 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37052 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2408 members 
Mstep: Class 84 contains 2748 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3981 members 
Mstep: Class 89 contains 9134 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10403 members 
Mstep: Class 94 contains 4207 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6266 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7446 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296688.000000 Penalty: 366495.125000
Iteration 274Q: 103 clusters Score -2.122967e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77905 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9001 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9680 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84651 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33771 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9398 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9317 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11831 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23582 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6377 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2573 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7471 members 
Mstep: Class 47 contains 9110 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10922 members 
Mstep: Class 50 contains 8769 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33596 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3270 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14752 members 
Mstep: Class 59 contains 25639 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54487 members 
Mstep: Class 65 contains 4709 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6224 members 
Mstep: Class 72 contains 18833 members 
Mstep: Class 73 contains 16692 members 
Mstep: Class 74 contains 2682 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37049 members 
Mstep: Class 78 contains 56325 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1409 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5216 members 
Mstep: Class 83 contains 2408 members 
Mstep: Class 84 contains 2751 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11691 members 
Mstep: Class 88 contains 3979 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17727 members 
Mstep: Class 93 contains 10403 members 
Mstep: Class 94 contains 4216 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6268 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7450 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296864.000000 Penalty: 366495.125000
Iteration 275Q: 103 clusters Score -2.122969e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77906 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55388 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84650 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33770 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 172238 members 
Mstep: Class 30 contains 9319 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11826 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6376 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2574 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10912 members 
Mstep: Class 50 contains 8768 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33596 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3273 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3618 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25639 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4707 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18838 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2682 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37047 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5216 members 
Mstep: Class 83 contains 2408 members 
Mstep: Class 84 contains 2751 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11690 members 
Mstep: Class 88 contains 3978 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17728 members 
Mstep: Class 93 contains 10404 members 
Mstep: Class 94 contains 4227 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6270 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7453 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296864.000000 Penalty: 366495.125000
Iteration 276Q: 103 clusters Score -2.122969e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77906 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55388 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25554 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33770 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 172238 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132727 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24985 members 
Mstep: Class 36 contains 6296 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9007 members 
Mstep: Class 44 contains 2576 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41864 members 
Mstep: Class 49 contains 10908 members 
Mstep: Class 50 contains 8766 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33594 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3618 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25638 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 5180 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4708 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2681 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37041 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5219 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2750 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3978 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10405 members 
Mstep: Class 94 contains 4231 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7453 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296560.000000 Penalty: 366495.125000
Iteration 277Q: 103 clusters Score -2.122966e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77904 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 3377 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25554 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84648 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 172240 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24984 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6369 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10904 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33593 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3618 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 5181 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4710 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18841 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37040 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2751 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3977 members 
Mstep: Class 89 contains 9140 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4232 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6273 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7454 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296448.000000 Penalty: 366495.125000
Iteration 278Q: 103 clusters Score -2.122964e+08 nChanged 66
Entering ConstructFrom: 
Score: -212296448.000000 Penalty: 366495.125000
Entering ConstructFrom: 
Trying to split cluster 1 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -599158.187500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -599158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -594439.250000 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -594439.2 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -595659.875000 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -595659.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -596089.312500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -596089.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -596510.812500 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -596510.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -596975.750000 Penalty: 4257.529785
	Iteration 4F: 3 clusters Score -596975.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -597443.625000 Penalty: 4257.529785
	Iteration 5F: 3 clusters Score -597443.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -597773.312500 Penalty: 4257.529785
	Iteration 6F: 3 clusters Score -597773.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -597962.812500 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -597962.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -598089.250000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -598089.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -598169.875000 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -598169.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -598227.812500 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -598227.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -598277.062500 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -598277.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -598327.625000 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -598327.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -598370.312500 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -598370.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -598399.375000 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -598399.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -598422.500000 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -598422.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -598439.562500 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -598439.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -598457.187500 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -598457.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -598472.687500 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -598472.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -598485.500000 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -598485.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -598496.625000 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -598496.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -598512.187500 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -598512.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -598526.250000 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -598526.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -598534.375000 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -598534.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -598540.437500 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -598540.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -598546.062500 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -598546.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -598553.062500 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -598553.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -598559.000000 Penalty: 4257.529785
	Iteration 27Q: 3 clusters Score -598559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -598565.187500 Penalty: 4257.529785
	Iteration 28Q: 3 clusters Score -598565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -598568.875000 Penalty: 4257.529785
	Iteration 29Q: 3 clusters Score -598568.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -598573.187500 Penalty: 4257.529785
	Iteration 30Q: 3 clusters Score -598573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -598575.750000 Penalty: 4257.529785
	Iteration 31Q: 3 clusters Score -598575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -598576.875000 Penalty: 4257.529785
	Iteration 32Q: 3 clusters Score -598576.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -598579.875000 Penalty: 4257.529785
	Iteration 33Q: 3 clusters Score -598579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -598580.437500 Penalty: 4257.529785
	Iteration 34Q: 3 clusters Score -598580.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -598580.437500 Penalty: 4257.529785
	Iteration 35F: 3 clusters Score -598580.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -138008.562500 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -138008.6 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 701 members 
Entering Unmasked Estep 
Score: -135805.500000 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -135805.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136239.093750 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -136239.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136440.906250 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -136440.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136612.187500 Penalty: 3595.258057
	Iteration 3F: 3 clusters Score -136612.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136768.187500 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -136768.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136934.421875 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -136934.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137120.062500 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -137120.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137230.343750 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -137230.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -137322.218750 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -137322.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -137437.281250 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -137437.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -137510.531250 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -137510.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137563.968750 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -137564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137613.109375 Penalty: 3595.258057
	Iteration 12Q: 3 clusters Score -137613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137635.734375 Penalty: 3595.258057
	Iteration 13Q: 3 clusters Score -137635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137657.578125 Penalty: 3595.258057
	Iteration 14Q: 3 clusters Score -137657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -137671.265625 Penalty: 3595.258057
	Iteration 15Q: 3 clusters Score -137671.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -137691.171875 Penalty: 3595.258057
	Iteration 16Q: 3 clusters Score -137691.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -137708.578125 Penalty: 3595.258057
	Iteration 17Q: 3 clusters Score -137708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137723.437500 Penalty: 3595.258057
	Iteration 18Q: 3 clusters Score -137723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137729.625000 Penalty: 3595.258057
	Iteration 19Q: 3 clusters Score -137729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137733.859375 Penalty: 3595.258057
	Iteration 20F: 3 clusters Score -137733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137735.484375 Penalty: 3595.258057
	Iteration 21Q: 3 clusters Score -137735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137735.484375 Penalty: 3595.258057
	Iteration 22F: 3 clusters Score -137735.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Entering Unmasked Estep 
Score: -8878255.000000 Penalty: 2793.269043
	Iteration 0F: 2 clusters Score -8878255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8826230.000000 Penalty: 5586.538086
	Iteration 0F: 3 clusters Score -8826230 nChanged 36388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -8846918.000000 Penalty: 5586.538086
	Iteration 1F: 3 clusters Score -8846918 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8847921.000000 Penalty: 5586.538086
	Iteration 2Q: 3 clusters Score -8847921 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8849289.000000 Penalty: 5586.538086
	Iteration 3Q: 3 clusters Score -8849289 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -8851323.000000 Penalty: 5586.538086
	Iteration 4Q: 3 clusters Score -8851323 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -8854344.000000 Penalty: 5586.538086
	Iteration 5F: 3 clusters Score -8854344 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -8858613.000000 Penalty: 5586.538086
	Iteration 6F: 3 clusters Score -8858613 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -8863829.000000 Penalty: 5586.538086
	Iteration 7F: 3 clusters Score -8863829 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -8868913.000000 Penalty: 5586.538086
	Iteration 8F: 3 clusters Score -8868913 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -8872296.000000 Penalty: 5586.538086
	Iteration 9F: 3 clusters Score -8872296 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -8874068.000000 Penalty: 5586.538086
	Iteration 10Q: 3 clusters Score -8874068 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -8874936.000000 Penalty: 5586.538086
	Iteration 11Q: 3 clusters Score -8874936 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -8875331.000000 Penalty: 5586.538086
	Iteration 12Q: 3 clusters Score -8875331 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -8875512.000000 Penalty: 5586.538086
	Iteration 13Q: 3 clusters Score -8875512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -8875643.000000 Penalty: 5586.538086
	Iteration 14Q: 3 clusters Score -8875643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -8875711.000000 Penalty: 5586.538086
	Iteration 15Q: 3 clusters Score -8875711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -8875761.000000 Penalty: 5586.538086
	Iteration 16Q: 3 clusters Score -8875761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -8875798.000000 Penalty: 5586.538086
	Iteration 17Q: 3 clusters Score -8875798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -8875821.000000 Penalty: 5586.538086
	Iteration 18Q: 3 clusters Score -8875821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -8875828.000000 Penalty: 5586.538086
	Iteration 19Q: 3 clusters Score -8875828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -8875842.000000 Penalty: 5586.538086
	Iteration 20F: 3 clusters Score -8875842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -8875855.000000 Penalty: 5586.538086
	Iteration 21Q: 3 clusters Score -8875855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -8875860.000000 Penalty: 5586.538086
	Iteration 22Q: 3 clusters Score -8875860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -8875865.000000 Penalty: 5586.538086
	Iteration 23Q: 3 clusters Score -8875865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -8875860.000000 Penalty: 5586.538086
	Iteration 24Q: 3 clusters Score -8875860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -8875866.000000 Penalty: 5586.538086
	Iteration 25Q: 3 clusters Score -8875866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -8875871.000000 Penalty: 5586.538086
	Iteration 26Q: 3 clusters Score -8875871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8875869.000000 Penalty: 5586.538086
	Iteration 27Q: 3 clusters Score -8875869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8875875.000000 Penalty: 5586.538086
	Iteration 28Q: 3 clusters Score -8875875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -8875876.000000 Penalty: 5586.538086
	Iteration 29Q: 3 clusters Score -8875876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8875884.000000 Penalty: 5586.538086
	Iteration 30Q: 3 clusters Score -8875884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -8875883.000000 Penalty: 5586.538086
	Iteration 31Q: 3 clusters Score -8875883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -8875874.000000 Penalty: 5586.538086
	Iteration 32Q: 3 clusters Score -8875874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -8875878.000000 Penalty: 5586.538086
	Iteration 33Q: 3 clusters Score -8875878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -8875878.000000 Penalty: 5586.538086
	Iteration 34F: 3 clusters Score -8875878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Entering Unmasked Estep 
Score: -3349579.250000 Penalty: 2545.625244
	Iteration 0F: 2 clusters Score -3349579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3329859.000000 Penalty: 5091.250488
	Iteration 0F: 3 clusters Score -3329859 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3336684.750000 Penalty: 5091.250488
	Iteration 1F: 3 clusters Score -3336685 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3337192.500000 Penalty: 5091.250488
	Iteration 2Q: 3 clusters Score -3337192 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3337627.750000 Penalty: 5091.250488
	Iteration 3Q: 3 clusters Score -3337628 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3338061.250000 Penalty: 5091.250488
	Iteration 4Q: 3 clusters Score -3338061 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3338457.250000 Penalty: 5091.250488
	Iteration 5Q: 3 clusters Score -3338457 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3338821.500000 Penalty: 5091.250488
	Iteration 6Q: 3 clusters Score -3338822 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3339141.250000 Penalty: 5091.250488
	Iteration 7Q: 3 clusters Score -3339141 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3339520.750000 Penalty: 5091.250488
	Iteration 8Q: 3 clusters Score -3339521 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3339933.000000 Penalty: 5091.250488
	Iteration 9Q: 3 clusters Score -3339933 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3340405.000000 Penalty: 5091.250488
	Iteration 10Q: 3 clusters Score -3340405 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3340966.250000 Penalty: 5091.250488
	Iteration 11Q: 3 clusters Score -3340966 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3341612.000000 Penalty: 5091.250488
	Iteration 12Q: 3 clusters Score -3341612 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3342348.250000 Penalty: 5091.250488
	Iteration 13Q: 3 clusters Score -3342348 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3343013.750000 Penalty: 5091.250488
	Iteration 14Q: 3 clusters Score -3343014 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3343462.500000 Penalty: 5091.250488
	Iteration 15Q: 3 clusters Score -3343462 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3343763.500000 Penalty: 5091.250488
	Iteration 16Q: 3 clusters Score -3343764 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3343934.000000 Penalty: 5091.250488
	Iteration 17Q: 3 clusters Score -3343934 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3344066.250000 Penalty: 5091.250488
	Iteration 18Q: 3 clusters Score -3344066 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3344140.000000 Penalty: 5091.250488
	Iteration 19Q: 3 clusters Score -3344140 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3344202.500000 Penalty: 5091.250488
	Iteration 20F: 3 clusters Score -3344202 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3344250.250000 Penalty: 5091.250488
	Iteration 21Q: 3 clusters Score -3344250 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3344296.250000 Penalty: 5091.250488
	Iteration 22Q: 3 clusters Score -3344296 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3344315.750000 Penalty: 5091.250488
	Iteration 23Q: 3 clusters Score -3344316 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3344351.250000 Penalty: 5091.250488
	Iteration 24Q: 3 clusters Score -3344351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3344375.500000 Penalty: 5091.250488
	Iteration 25Q: 3 clusters Score -3344376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3344398.000000 Penalty: 5091.250488
	Iteration 26Q: 3 clusters Score -3344398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3344428.250000 Penalty: 5091.250488
	Iteration 27Q: 3 clusters Score -3344428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3344440.500000 Penalty: 5091.250488
	Iteration 28Q: 3 clusters Score -3344440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3344460.500000 Penalty: 5091.250488
	Iteration 29Q: 3 clusters Score -3344460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3344467.000000 Penalty: 5091.250488
	Iteration 30Q: 3 clusters Score -3344467 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3344488.000000 Penalty: 5091.250488
	Iteration 31Q: 3 clusters Score -3344488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3344506.750000 Penalty: 5091.250488
	Iteration 32Q: 3 clusters Score -3344507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3344524.500000 Penalty: 5091.250488
	Iteration 33Q: 3 clusters Score -3344524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3344530.000000 Penalty: 5091.250488
	Iteration 34Q: 3 clusters Score -3344530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3344542.750000 Penalty: 5091.250488
	Iteration 35Q: 3 clusters Score -3344543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3344556.500000 Penalty: 5091.250488
	Iteration 36Q: 3 clusters Score -3344556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3344559.000000 Penalty: 5091.250488
	Iteration 37Q: 3 clusters Score -3344559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3344568.250000 Penalty: 5091.250488
	Iteration 38Q: 3 clusters Score -3344568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3344568.250000 Penalty: 5091.250488
	Iteration 39Q: 3 clusters Score -3344568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3344574.500000 Penalty: 5091.250488
	Iteration 40F: 3 clusters Score -3344574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3344586.750000 Penalty: 5091.250488
	Iteration 41Q: 3 clusters Score -3344587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3344589.500000 Penalty: 5091.250488
	Iteration 42Q: 3 clusters Score -3344590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3344581.250000 Penalty: 5091.250488
	Iteration 43Q: 3 clusters Score -3344581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3344590.750000 Penalty: 5091.250488
	Iteration 44Q: 3 clusters Score -3344591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3344589.750000 Penalty: 5091.250488
	Iteration 45Q: 3 clusters Score -3344590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3344599.250000 Penalty: 5091.250488
	Iteration 46Q: 3 clusters Score -3344599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3344599.000000 Penalty: 5091.250488
	Iteration 47Q: 3 clusters Score -3344599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3344595.750000 Penalty: 5091.250488
	Iteration 48Q: 3 clusters Score -3344596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3344600.250000 Penalty: 5091.250488
	Iteration 49Q: 3 clusters Score -3344600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3344594.500000 Penalty: 5091.250488
	Iteration 50Q: 3 clusters Score -3344594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3344606.250000 Penalty: 5091.250488
	Iteration 51Q: 3 clusters Score -3344606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3344615.250000 Penalty: 5091.250488
	Iteration 52Q: 3 clusters Score -3344615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3344629.500000 Penalty: 5091.250488
	Iteration 53Q: 3 clusters Score -3344630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3344629.500000 Penalty: 5091.250488
	Iteration 54Q: 3 clusters Score -3344630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3344636.000000 Penalty: 5091.250488
	Iteration 55Q: 3 clusters Score -3344636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3344646.250000 Penalty: 5091.250488
	Iteration 56Q: 3 clusters Score -3344646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3344647.000000 Penalty: 5091.250488
	Iteration 57Q: 3 clusters Score -3344647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3344649.500000 Penalty: 5091.250488
	Iteration 58Q: 3 clusters Score -3344650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3344645.250000 Penalty: 5091.250488
	Iteration 59Q: 3 clusters Score -3344645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3344644.250000 Penalty: 5091.250488
	Iteration 60F: 3 clusters Score -3344644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3344641.000000 Penalty: 5091.250488
	Iteration 61Q: 3 clusters Score -3344641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3344646.000000 Penalty: 5091.250488
	Iteration 62Q: 3 clusters Score -3344646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3344646.750000 Penalty: 5091.250488
	Iteration 63Q: 3 clusters Score -3344647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3344642.750000 Penalty: 5091.250488
	Iteration 64Q: 3 clusters Score -3344643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3344640.500000 Penalty: 5091.250488
	Iteration 65Q: 3 clusters Score -3344640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3344644.750000 Penalty: 5091.250488
	Iteration 66Q: 3 clusters Score -3344645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3344641.500000 Penalty: 5091.250488
	Iteration 67Q: 3 clusters Score -3344642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3344640.750000 Penalty: 5091.250488
	Iteration 68Q: 3 clusters Score -3344641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3344638.750000 Penalty: 5091.250488
	Iteration 69Q: 3 clusters Score -3344639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3344644.500000 Penalty: 5091.250488
	Iteration 70Q: 3 clusters Score -3344644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3344644.000000 Penalty: 5091.250488
	Iteration 71Q: 3 clusters Score -3344644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3344640.250000 Penalty: 5091.250488
	Iteration 72Q: 3 clusters Score -3344640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3344640.250000 Penalty: 5091.250488
	Iteration 73Q: 3 clusters Score -3344640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3344640.250000 Penalty: 5091.250488
	Iteration 74F: 3 clusters Score -3344640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Entering Unmasked Estep 
Score: -1462255.375000 Penalty: 2345.036865
	Iteration 0F: 2 clusters Score -1462255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1452847.625000 Penalty: 4690.073730
	Iteration 0F: 3 clusters Score -1452848 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1455947.625000 Penalty: 4690.073730
	Iteration 1F: 3 clusters Score -1455948 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1456589.000000 Penalty: 4690.073730
	Iteration 2F: 3 clusters Score -1456589 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1457242.750000 Penalty: 4690.073730
	Iteration 3F: 3 clusters Score -1457243 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1457821.250000 Penalty: 4690.073730
	Iteration 4F: 3 clusters Score -1457821 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1458375.125000 Penalty: 4690.073730
	Iteration 5F: 3 clusters Score -1458375 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1458781.875000 Penalty: 4690.073730
	Iteration 6F: 3 clusters Score -1458782 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1459061.250000 Penalty: 4690.073730
	Iteration 7Q: 3 clusters Score -1459061 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1459284.000000 Penalty: 4690.073730
	Iteration 8Q: 3 clusters Score -1459284 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1459456.375000 Penalty: 4690.073730
	Iteration 9Q: 3 clusters Score -1459456 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1459565.125000 Penalty: 4690.073730
	Iteration 10Q: 3 clusters Score -1459565 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1459660.625000 Penalty: 4690.073730
	Iteration 11Q: 3 clusters Score -1459661 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1459724.125000 Penalty: 4690.073730
	Iteration 12Q: 3 clusters Score -1459724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1459799.125000 Penalty: 4690.073730
	Iteration 13Q: 3 clusters Score -1459799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1459862.250000 Penalty: 4690.073730
	Iteration 14Q: 3 clusters Score -1459862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1459926.125000 Penalty: 4690.073730
	Iteration 15Q: 3 clusters Score -1459926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1459989.125000 Penalty: 4690.073730
	Iteration 16Q: 3 clusters Score -1459989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1460039.125000 Penalty: 4690.073730
	Iteration 17Q: 3 clusters Score -1460039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1460076.875000 Penalty: 4690.073730
	Iteration 18Q: 3 clusters Score -1460077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1460110.125000 Penalty: 4690.073730
	Iteration 19Q: 3 clusters Score -1460110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1460132.625000 Penalty: 4690.073730
	Iteration 20F: 3 clusters Score -1460133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1460151.750000 Penalty: 4690.073730
	Iteration 21Q: 3 clusters Score -1460152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1460175.375000 Penalty: 4690.073730
	Iteration 22Q: 3 clusters Score -1460175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1460188.125000 Penalty: 4690.073730
	Iteration 23Q: 3 clusters Score -1460188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1460196.000000 Penalty: 4690.073730
	Iteration 24Q: 3 clusters Score -1460196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1460208.625000 Penalty: 4690.073730
	Iteration 25Q: 3 clusters Score -1460209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1460216.625000 Penalty: 4690.073730
	Iteration 26Q: 3 clusters Score -1460217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1460221.500000 Penalty: 4690.073730
	Iteration 27Q: 3 clusters Score -1460222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1460228.875000 Penalty: 4690.073730
	Iteration 28Q: 3 clusters Score -1460229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1460233.375000 Penalty: 4690.073730
	Iteration 29Q: 3 clusters Score -1460233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1460244.250000 Penalty: 4690.073730
	Iteration 30Q: 3 clusters Score -1460244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1460248.750000 Penalty: 4690.073730
	Iteration 31Q: 3 clusters Score -1460249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1460254.125000 Penalty: 4690.073730
	Iteration 32Q: 3 clusters Score -1460254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1460259.375000 Penalty: 4690.073730
	Iteration 33Q: 3 clusters Score -1460259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1460260.500000 Penalty: 4690.073730
	Iteration 34Q: 3 clusters Score -1460260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1460264.625000 Penalty: 4690.073730
	Iteration 35Q: 3 clusters Score -1460265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1460270.250000 Penalty: 4690.073730
	Iteration 36Q: 3 clusters Score -1460270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1460274.875000 Penalty: 4690.073730
	Iteration 37Q: 3 clusters Score -1460275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1460280.375000 Penalty: 4690.073730
	Iteration 38Q: 3 clusters Score -1460280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1460283.875000 Penalty: 4690.073730
	Iteration 39Q: 3 clusters Score -1460284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1460283.625000 Penalty: 4690.073730
	Iteration 40F: 3 clusters Score -1460284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1460282.625000 Penalty: 4690.073730
	Iteration 41Q: 3 clusters Score -1460283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1460283.375000 Penalty: 4690.073730
	Iteration 42Q: 3 clusters Score -1460283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1460284.500000 Penalty: 4690.073730
	Iteration 43Q: 3 clusters Score -1460284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1460286.375000 Penalty: 4690.073730
	Iteration 44Q: 3 clusters Score -1460286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1460286.375000 Penalty: 4690.073730
	Iteration 45F: 3 clusters Score -1460286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Entering Unmasked Estep 
Score: -6354122.000000 Penalty: 2708.676270
	Iteration 0F: 2 clusters Score -6354122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -6316907.000000 Penalty: 5417.352539
	Iteration 0F: 3 clusters Score -6316907 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -6331163.500000 Penalty: 5417.352539
	Iteration 1F: 3 clusters Score -6331164 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -6331761.500000 Penalty: 5417.352539
	Iteration 2Q: 3 clusters Score -6331762 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -6332363.000000 Penalty: 5417.352539
	Iteration 3Q: 3 clusters Score -6332363 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -6333086.500000 Penalty: 5417.352539
	Iteration 4Q: 3 clusters Score -6333086 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -6333951.000000 Penalty: 5417.352539
	Iteration 5Q: 3 clusters Score -6333951 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -6335181.500000 Penalty: 5417.352539
	Iteration 6Q: 3 clusters Score -6335182 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -6337109.000000 Penalty: 5417.352539
	Iteration 7F: 3 clusters Score -6337109 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -6339891.500000 Penalty: 5417.352539
	Iteration 8F: 3 clusters Score -6339892 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -6343317.000000 Penalty: 5417.352539
	Iteration 9F: 3 clusters Score -6343317 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -6346667.000000 Penalty: 5417.352539
	Iteration 10F: 3 clusters Score -6346667 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6349178.500000 Penalty: 5417.352539
	Iteration 11Q: 3 clusters Score -6349178 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -6350552.000000 Penalty: 5417.352539
	Iteration 12Q: 3 clusters Score -6350552 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -6351187.000000 Penalty: 5417.352539
	Iteration 13Q: 3 clusters Score -6351187 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6351536.500000 Penalty: 5417.352539
	Iteration 14Q: 3 clusters Score -6351536 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -6351734.500000 Penalty: 5417.352539
	Iteration 15Q: 3 clusters Score -6351734 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6351834.500000 Penalty: 5417.352539
	Iteration 16Q: 3 clusters Score -6351834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6351894.500000 Penalty: 5417.352539
	Iteration 17Q: 3 clusters Score -6351894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -6351940.500000 Penalty: 5417.352539
	Iteration 18Q: 3 clusters Score -6351940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -6351987.000000 Penalty: 5417.352539
	Iteration 19Q: 3 clusters Score -6351987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -6352013.000000 Penalty: 5417.352539
	Iteration 20F: 3 clusters Score -6352013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -6352040.500000 Penalty: 5417.352539
	Iteration 21Q: 3 clusters Score -6352040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -6352053.500000 Penalty: 5417.352539
	Iteration 22Q: 3 clusters Score -6352054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -6352065.000000 Penalty: 5417.352539
	Iteration 23Q: 3 clusters Score -6352065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6352070.500000 Penalty: 5417.352539
	Iteration 24Q: 3 clusters Score -6352070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -6352064.000000 Penalty: 5417.352539
	Iteration 25Q: 3 clusters Score -6352064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -6352080.500000 Penalty: 5417.352539
	Iteration 26Q: 3 clusters Score -6352080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -6352091.500000 Penalty: 5417.352539
	Iteration 27Q: 3 clusters Score -6352092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -6352077.500000 Penalty: 5417.352539
	Iteration 28Q: 3 clusters Score -6352078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -6352084.000000 Penalty: 5417.352539
	Iteration 29Q: 3 clusters Score -6352084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -6352086.500000 Penalty: 5417.352539
	Iteration 30Q: 3 clusters Score -6352086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6352091.000000 Penalty: 5417.352539
	Iteration 31Q: 3 clusters Score -6352091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6352093.500000 Penalty: 5417.352539
	Iteration 32Q: 3 clusters Score -6352094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6352095.500000 Penalty: 5417.352539
	Iteration 33Q: 3 clusters Score -6352096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6352104.500000 Penalty: 5417.352539
	Iteration 34Q: 3 clusters Score -6352104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -6352105.500000 Penalty: 5417.352539
	Iteration 35Q: 3 clusters Score -6352106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6352107.500000 Penalty: 5417.352539
	Iteration 36Q: 3 clusters Score -6352108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6352107.500000 Penalty: 5417.352539
	Iteration 37F: 3 clusters Score -6352108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -313974.031250 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -313974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -310496.250000 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -310496.2 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -311469.156250 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -311469.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -311873.718750 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -311873.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -312206.843750 Penalty: 4029.725586
	Iteration 3F: 3 clusters Score -312206.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -312454.375000 Penalty: 4029.725586
	Iteration 4F: 3 clusters Score -312454.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -312642.562500 Penalty: 4029.725586
	Iteration 5F: 3 clusters Score -312642.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -312796.750000 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -312796.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -312862.562500 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -312862.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -312908.812500 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -312908.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -312940.875000 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -312940.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -312974.343750 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -312974.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -313003.031250 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -313003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -313025.656250 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -313025.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -313047.062500 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -313047.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -313060.281250 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -313060.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -313066.093750 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -313066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -313068.156250 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -313068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -313069.718750 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -313069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -313071.406250 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -313071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -313073.187500 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -313073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -313076.593750 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -313076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -313077.187500 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -313077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -313077.593750 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -313077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -313077.781250 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -313077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -313077.781250 Penalty: 4029.725586
	Iteration 24F: 3 clusters Score -313077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -1984893.375000 Penalty: 2422.963135
	Iteration 0F: 2 clusters Score -1984893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1972377.500000 Penalty: 4845.926270
	Iteration 0F: 3 clusters Score -1972378 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1976641.250000 Penalty: 4845.926270
	Iteration 1F: 3 clusters Score -1976641 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1977070.000000 Penalty: 4845.926270
	Iteration 2F: 3 clusters Score -1977070 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1977443.125000 Penalty: 4845.926270
	Iteration 3F: 3 clusters Score -1977443 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1977807.125000 Penalty: 4845.926270
	Iteration 4Q: 3 clusters Score -1977807 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1978144.125000 Penalty: 4845.926270
	Iteration 5Q: 3 clusters Score -1978144 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1978491.375000 Penalty: 4845.926270
	Iteration 6Q: 3 clusters Score -1978491 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1978854.625000 Penalty: 4845.926270
	Iteration 7Q: 3 clusters Score -1978855 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1979245.875000 Penalty: 4845.926270
	Iteration 8Q: 3 clusters Score -1979246 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1979673.125000 Penalty: 4845.926270
	Iteration 9Q: 3 clusters Score -1979673 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1980112.625000 Penalty: 4845.926270
	Iteration 10Q: 3 clusters Score -1980113 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1980538.250000 Penalty: 4845.926270
	Iteration 11Q: 3 clusters Score -1980538 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1980888.875000 Penalty: 4845.926270
	Iteration 12Q: 3 clusters Score -1980889 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1981183.500000 Penalty: 4845.926270
	Iteration 13Q: 3 clusters Score -1981184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1981454.125000 Penalty: 4845.926270
	Iteration 14Q: 3 clusters Score -1981454 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1981675.625000 Penalty: 4845.926270
	Iteration 15Q: 3 clusters Score -1981676 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1981866.375000 Penalty: 4845.926270
	Iteration 16Q: 3 clusters Score -1981866 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1982085.000000 Penalty: 4845.926270
	Iteration 17Q: 3 clusters Score -1982085 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1982264.375000 Penalty: 4845.926270
	Iteration 18Q: 3 clusters Score -1982264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1982458.500000 Penalty: 4845.926270
	Iteration 19Q: 3 clusters Score -1982458 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1982597.625000 Penalty: 4845.926270
	Iteration 20F: 3 clusters Score -1982598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1982695.750000 Penalty: 4845.926270
	Iteration 21Q: 3 clusters Score -1982696 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1982797.500000 Penalty: 4845.926270
	Iteration 22Q: 3 clusters Score -1982798 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1982880.125000 Penalty: 4845.926270
	Iteration 23Q: 3 clusters Score -1982880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1982929.250000 Penalty: 4845.926270
	Iteration 24Q: 3 clusters Score -1982929 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1982966.875000 Penalty: 4845.926270
	Iteration 25Q: 3 clusters Score -1982967 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1983001.625000 Penalty: 4845.926270
	Iteration 26Q: 3 clusters Score -1983002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1983025.625000 Penalty: 4845.926270
	Iteration 27Q: 3 clusters Score -1983026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1983048.625000 Penalty: 4845.926270
	Iteration 28Q: 3 clusters Score -1983049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1983065.875000 Penalty: 4845.926270
	Iteration 29Q: 3 clusters Score -1983066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1983082.500000 Penalty: 4845.926270
	Iteration 30Q: 3 clusters Score -1983082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1983096.000000 Penalty: 4845.926270
	Iteration 31Q: 3 clusters Score -1983096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1983108.500000 Penalty: 4845.926270
	Iteration 32Q: 3 clusters Score -1983108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1983113.250000 Penalty: 4845.926270
	Iteration 33Q: 3 clusters Score -1983113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1983120.625000 Penalty: 4845.926270
	Iteration 34Q: 3 clusters Score -1983121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1983123.125000 Penalty: 4845.926270
	Iteration 35Q: 3 clusters Score -1983123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1983123.000000 Penalty: 4845.926270
	Iteration 36Q: 3 clusters Score -1983123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1983134.125000 Penalty: 4845.926270
	Iteration 37Q: 3 clusters Score -1983134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1983133.375000 Penalty: 4845.926270
	Iteration 38Q: 3 clusters Score -1983133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1983139.250000 Penalty: 4845.926270
	Iteration 39Q: 3 clusters Score -1983139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1983146.750000 Penalty: 4845.926270
	Iteration 40F: 3 clusters Score -1983147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1983151.375000 Penalty: 4845.926270
	Iteration 41Q: 3 clusters Score -1983151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1983151.000000 Penalty: 4845.926270
	Iteration 42Q: 3 clusters Score -1983151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1983153.125000 Penalty: 4845.926270
	Iteration 43Q: 3 clusters Score -1983153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1983154.625000 Penalty: 4845.926270
	Iteration 44Q: 3 clusters Score -1983155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1983159.375000 Penalty: 4845.926270
	Iteration 45Q: 3 clusters Score -1983159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1983162.250000 Penalty: 4845.926270
	Iteration 46Q: 3 clusters Score -1983162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1983166.875000 Penalty: 4845.926270
	Iteration 47Q: 3 clusters Score -1983167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1983165.750000 Penalty: 4845.926270
	Iteration 48Q: 3 clusters Score -1983166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1983168.750000 Penalty: 4845.926270
	Iteration 49Q: 3 clusters Score -1983169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1983167.375000 Penalty: 4845.926270
	Iteration 50Q: 3 clusters Score -1983167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1983172.125000 Penalty: 4845.926270
	Iteration 51Q: 3 clusters Score -1983172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1983177.375000 Penalty: 4845.926270
	Iteration 52Q: 3 clusters Score -1983177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1983184.125000 Penalty: 4845.926270
	Iteration 53Q: 3 clusters Score -1983184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1983190.250000 Penalty: 4845.926270
	Iteration 54Q: 3 clusters Score -1983190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1983198.500000 Penalty: 4845.926270
	Iteration 55Q: 3 clusters Score -1983198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1983216.250000 Penalty: 4845.926270
	Iteration 56Q: 3 clusters Score -1983216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1983243.250000 Penalty: 4845.926270
	Iteration 57Q: 3 clusters Score -1983243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1983289.250000 Penalty: 4845.926270
	Iteration 58Q: 3 clusters Score -1983289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1983338.875000 Penalty: 4845.926270
	Iteration 59Q: 3 clusters Score -1983339 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1983399.125000 Penalty: 4845.926270
	Iteration 60F: 3 clusters Score -1983399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1983430.125000 Penalty: 4845.926270
	Iteration 61Q: 3 clusters Score -1983430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1983453.500000 Penalty: 4845.926270
	Iteration 62Q: 3 clusters Score -1983454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1983465.500000 Penalty: 4845.926270
	Iteration 63Q: 3 clusters Score -1983466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1983476.875000 Penalty: 4845.926270
	Iteration 64Q: 3 clusters Score -1983477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1983492.750000 Penalty: 4845.926270
	Iteration 65Q: 3 clusters Score -1983493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1983500.000000 Penalty: 4845.926270
	Iteration 66Q: 3 clusters Score -1983500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1983508.500000 Penalty: 4845.926270
	Iteration 67Q: 3 clusters Score -1983508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1983508.750000 Penalty: 4845.926270
	Iteration 68Q: 3 clusters Score -1983509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1983511.875000 Penalty: 4845.926270
	Iteration 69Q: 3 clusters Score -1983512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1983515.375000 Penalty: 4845.926270
	Iteration 70Q: 3 clusters Score -1983515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1983521.250000 Penalty: 4845.926270
	Iteration 71Q: 3 clusters Score -1983521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1983522.000000 Penalty: 4845.926270
	Iteration 72Q: 3 clusters Score -1983522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1983529.000000 Penalty: 4845.926270
	Iteration 73Q: 3 clusters Score -1983529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1983528.250000 Penalty: 4845.926270
	Iteration 74Q: 3 clusters Score -1983528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1983529.000000 Penalty: 4845.926270
	Iteration 75Q: 3 clusters Score -1983529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1983533.875000 Penalty: 4845.926270
	Iteration 76Q: 3 clusters Score -1983534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1983536.250000 Penalty: 4845.926270
	Iteration 77Q: 3 clusters Score -1983536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1983538.125000 Penalty: 4845.926270
	Iteration 78Q: 3 clusters Score -1983538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1983540.375000 Penalty: 4845.926270
	Iteration 79Q: 3 clusters Score -1983540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1983542.250000 Penalty: 4845.926270
	Iteration 80F: 3 clusters Score -1983542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1983542.625000 Penalty: 4845.926270
	Iteration 81Q: 3 clusters Score -1983543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1983542.250000 Penalty: 4845.926270
	Iteration 82Q: 3 clusters Score -1983542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1983545.000000 Penalty: 4845.926270
	Iteration 83Q: 3 clusters Score -1983545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1983545.375000 Penalty: 4845.926270
	Iteration 84Q: 3 clusters Score -1983545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1983546.000000 Penalty: 4845.926270
	Iteration 85Q: 3 clusters Score -1983546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1983546.000000 Penalty: 4845.926270
	Iteration 86F: 3 clusters Score -1983546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -476908.093750 Penalty: 2081.966309
	Iteration 0F: 2 clusters Score -476908.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -472749.062500 Penalty: 4163.932617
	Iteration 0F: 3 clusters Score -472749.1 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -473790.656250 Penalty: 4163.932617
	Iteration 1F: 3 clusters Score -473790.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -474132.593750 Penalty: 4163.932617
	Iteration 2F: 3 clusters Score -474132.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -474411.750000 Penalty: 4163.932617
	Iteration 3F: 3 clusters Score -474411.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -474598.531250 Penalty: 4163.932617
	Iteration 4F: 3 clusters Score -474598.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -474762.875000 Penalty: 4163.932617
	Iteration 5Q: 3 clusters Score -474762.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -474905.625000 Penalty: 4163.932617
	Iteration 6Q: 3 clusters Score -474905.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -475006.343750 Penalty: 4163.932617
	Iteration 7Q: 3 clusters Score -475006.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -475115.906250 Penalty: 4163.932617
	Iteration 8Q: 3 clusters Score -475115.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -475203.500000 Penalty: 4163.932617
	Iteration 9Q: 3 clusters Score -475203.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -475285.375000 Penalty: 4163.932617
	Iteration 10Q: 3 clusters Score -475285.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -475351.843750 Penalty: 4163.932617
	Iteration 11Q: 3 clusters Score -475351.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -475412.031250 Penalty: 4163.932617
	Iteration 12Q: 3 clusters Score -475412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -475449.593750 Penalty: 4163.932617
	Iteration 13Q: 3 clusters Score -475449.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -475489.093750 Penalty: 4163.932617
	Iteration 14Q: 3 clusters Score -475489.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475512.937500 Penalty: 4163.932617
	Iteration 15Q: 3 clusters Score -475512.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -475532.343750 Penalty: 4163.932617
	Iteration 16Q: 3 clusters Score -475532.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -475544.906250 Penalty: 4163.932617
	Iteration 17Q: 3 clusters Score -475544.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -475557.093750 Penalty: 4163.932617
	Iteration 18Q: 3 clusters Score -475557.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -475563.281250 Penalty: 4163.932617
	Iteration 19Q: 3 clusters Score -475563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -475570.875000 Penalty: 4163.932617
	Iteration 20F: 3 clusters Score -475570.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -475576.968750 Penalty: 4163.932617
	Iteration 21Q: 3 clusters Score -475577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -475584.906250 Penalty: 4163.932617
	Iteration 22Q: 3 clusters Score -475584.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -475590.093750 Penalty: 4163.932617
	Iteration 23Q: 3 clusters Score -475590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -475593.093750 Penalty: 4163.932617
	Iteration 24Q: 3 clusters Score -475593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -475595.562500 Penalty: 4163.932617
	Iteration 25Q: 3 clusters Score -475595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -475595.062500 Penalty: 4163.932617
	Iteration 26Q: 3 clusters Score -475595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -475595.968750 Penalty: 4163.932617
	Iteration 27Q: 3 clusters Score -475596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -475596.968750 Penalty: 4163.932617
	Iteration 28Q: 3 clusters Score -475597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -475598.156250 Penalty: 4163.932617
	Iteration 29Q: 3 clusters Score -475598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -475598.562500 Penalty: 4163.932617
	Iteration 30Q: 3 clusters Score -475598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -475599.656250 Penalty: 4163.932617
	Iteration 31Q: 3 clusters Score -475599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -475602.812500 Penalty: 4163.932617
	Iteration 32Q: 3 clusters Score -475602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -475606.562500 Penalty: 4163.932617
	Iteration 33Q: 3 clusters Score -475606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -475609.750000 Penalty: 4163.932617
	Iteration 34Q: 3 clusters Score -475609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -475611.406250 Penalty: 4163.932617
	Iteration 35Q: 3 clusters Score -475611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -475613.750000 Penalty: 4163.932617
	Iteration 36Q: 3 clusters Score -475613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -475614.468750 Penalty: 4163.932617
	Iteration 37Q: 3 clusters Score -475614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -475614.937500 Penalty: 4163.932617
	Iteration 38Q: 3 clusters Score -475614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475615.875000 Penalty: 4163.932617
	Iteration 39Q: 3 clusters Score -475615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -475616.750000 Penalty: 4163.932617
	Iteration 40F: 3 clusters Score -475616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475617.156250 Penalty: 4163.932617
	Iteration 41Q: 3 clusters Score -475617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475617.156250 Penalty: 4163.932617
	Iteration 42F: 3 clusters Score -475617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -379886.562500 Penalty: 2019.880371
	Iteration 0F: 2 clusters Score -379886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -376331.500000 Penalty: 4039.760742
	Iteration 0F: 3 clusters Score -376331.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -377267.343750 Penalty: 4039.760742
	Iteration 1F: 3 clusters Score -377267.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -377552.437500 Penalty: 4039.760742
	Iteration 2F: 3 clusters Score -377552.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -377810.531250 Penalty: 4039.760742
	Iteration 3F: 3 clusters Score -377810.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -378048.125000 Penalty: 4039.760742
	Iteration 4F: 3 clusters Score -378048.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -378270.906250 Penalty: 4039.760742
	Iteration 5F: 3 clusters Score -378270.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -378454.125000 Penalty: 4039.760742
	Iteration 6Q: 3 clusters Score -378454.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -378624.531250 Penalty: 4039.760742
	Iteration 7Q: 3 clusters Score -378624.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -378750.343750 Penalty: 4039.760742
	Iteration 8Q: 3 clusters Score -378750.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -378828.031250 Penalty: 4039.760742
	Iteration 9Q: 3 clusters Score -378828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -378896.468750 Penalty: 4039.760742
	Iteration 10Q: 3 clusters Score -378896.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -378942.875000 Penalty: 4039.760742
	Iteration 11Q: 3 clusters Score -378942.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -378975.500000 Penalty: 4039.760742
	Iteration 12Q: 3 clusters Score -378975.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -378993.781250 Penalty: 4039.760742
	Iteration 13Q: 3 clusters Score -378993.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -379008.562500 Penalty: 4039.760742
	Iteration 14Q: 3 clusters Score -379008.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -379018.718750 Penalty: 4039.760742
	Iteration 15Q: 3 clusters Score -379018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -379024.250000 Penalty: 4039.760742
	Iteration 16Q: 3 clusters Score -379024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -379027.718750 Penalty: 4039.760742
	Iteration 17Q: 3 clusters Score -379027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -379032.468750 Penalty: 4039.760742
	Iteration 18Q: 3 clusters Score -379032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -379033.343750 Penalty: 4039.760742
	Iteration 19Q: 3 clusters Score -379033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -379035.156250 Penalty: 4039.760742
	Iteration 20F: 3 clusters Score -379035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -379035.187500 Penalty: 4039.760742
	Iteration 21Q: 3 clusters Score -379035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -379036.312500 Penalty: 4039.760742
	Iteration 22Q: 3 clusters Score -379036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -379037.187500 Penalty: 4039.760742
	Iteration 23Q: 3 clusters Score -379037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -379037.187500 Penalty: 4039.760742
	Iteration 24F: 3 clusters Score -379037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -680167.125000 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -680167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -674880.125000 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -674880.1 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -676277.000000 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -676277 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -676596.875000 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -676596.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -676898.750000 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -676898.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -677230.375000 Penalty: 4326.803711
	Iteration 4F: 3 clusters Score -677230.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -677573.500000 Penalty: 4326.803711
	Iteration 5F: 3 clusters Score -677573.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -677888.625000 Penalty: 4326.803711
	Iteration 6F: 3 clusters Score -677888.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -678150.437500 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -678150.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -678401.875000 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -678401.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -678610.312500 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -678610.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -678760.437500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -678760.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -678876.125000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -678876.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -678973.687500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -678973.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -679054.000000 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -679054 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -679120.687500 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -679120.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -679183.375000 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -679183.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -679234.937500 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -679234.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -679262.187500 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -679262.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -679292.000000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -679292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -679322.125000 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -679322.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -679351.875000 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -679351.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -679395.312500 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -679395.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -679440.562500 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -679440.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -679484.375000 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -679484.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -679523.312500 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -679523.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -679548.000000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -679548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -679570.125000 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -679570.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -679588.500000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -679588.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -679608.062500 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -679608.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -679628.500000 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -679628.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -679656.875000 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -679656.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -679690.375000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -679690.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -679725.562500 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -679725.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -679758.250000 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -679758.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -679811.187500 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -679811.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -679867.625000 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -679867.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -679935.750000 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -679935.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -680016.625000 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -680016.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -680083.812500 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -680083.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -680133.125000 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -680133.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -680199.062500 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -680199.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -680249.437500 Penalty: 4326.803711
	Iteration 41Q: 3 clusters Score -680249.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -680307.062500 Penalty: 4326.803711
	Iteration 42Q: 3 clusters Score -680307.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -680392.187500 Penalty: 4326.803711
	Iteration 43Q: 3 clusters Score -680392.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -680495.062500 Penalty: 4326.803711
	Iteration 44Q: 3 clusters Score -680495.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -680566.625000 Penalty: 4326.803711
	Iteration 45Q: 3 clusters Score -680566.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -680608.500000 Penalty: 4326.803711
	Iteration 46Q: 3 clusters Score -680608.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -680637.375000 Penalty: 4326.803711
	Iteration 47Q: 3 clusters Score -680637.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -680652.625000 Penalty: 4326.803711
	Iteration 48Q: 3 clusters Score -680652.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -680661.437500 Penalty: 4326.803711
	Iteration 49Q: 3 clusters Score -680661.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -680666.500000 Penalty: 4326.803711
	Iteration 50Q: 3 clusters Score -680666.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -680667.750000 Penalty: 4326.803711
	Iteration 51Q: 3 clusters Score -680667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -680667.125000 Penalty: 4326.803711
	Iteration 52Q: 3 clusters Score -680667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -680668.750000 Penalty: 4326.803711
	Iteration 53Q: 3 clusters Score -680668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -680670.562500 Penalty: 4326.803711
	Iteration 54Q: 3 clusters Score -680670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -680669.250000 Penalty: 4326.803711
	Iteration 55Q: 3 clusters Score -680669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -680668.375000 Penalty: 4326.803711
	Iteration 56Q: 3 clusters Score -680668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -680668.375000 Penalty: 4326.803711
	Iteration 57F: 3 clusters Score -680668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 3846 members 
Entering Unmasked Estep 
Score: -212295728.000000 Penalty: 370088.218750
Splitting cluster 11 changes total score from -212296448.000000 to -212295728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (248380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248380 members 
Entering Unmasked Estep 
Score: -29105706.000000 Penalty: 3080.833252
	Iteration 0F: 2 clusters Score -2.910571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 123955 members 
Entering Unmasked Estep 
Score: -28947272.000000 Penalty: 6161.666504
	Iteration 0F: 3 clusters Score -2.894727e+07 nChanged 120279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -29019036.000000 Penalty: 6161.666504
	Iteration 1F: 3 clusters Score -2.901904e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130087 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -29020282.000000 Penalty: 6161.666504
	Iteration 2Q: 3 clusters Score -2.902028e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134112 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -29022312.000000 Penalty: 6161.666504
	Iteration 3Q: 3 clusters Score -2.902231e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -29025954.000000 Penalty: 6161.666504
	Iteration 4Q: 3 clusters Score -2.902595e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -29031618.000000 Penalty: 6161.666504
	Iteration 5F: 3 clusters Score -2.903162e+07 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -29040944.000000 Penalty: 6161.666504
	Iteration 6F: 3 clusters Score -2.904094e+07 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -29053178.000000 Penalty: 6161.666504
	Iteration 7F: 3 clusters Score -2.905318e+07 nChanged 20360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -29066492.000000 Penalty: 6161.666504
	Iteration 8F: 3 clusters Score -2.906649e+07 nChanged 17722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217812 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -29078206.000000 Penalty: 6161.666504
	Iteration 9F: 3 clusters Score -2.907821e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231245 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -29088662.000000 Penalty: 6161.666504
	Iteration 10F: 3 clusters Score -2.908866e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239947 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -29096124.000000 Penalty: 6161.666504
	Iteration 11Q: 3 clusters Score -2.909612e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244561 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -29100118.000000 Penalty: 6161.666504
	Iteration 12Q: 3 clusters Score -2.910012e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246493 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -29101896.000000 Penalty: 6161.666504
	Iteration 13Q: 3 clusters Score -2.91019e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247264 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -29102504.000000 Penalty: 6161.666504
	Iteration 14Q: 3 clusters Score -2.91025e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247538 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -29102754.000000 Penalty: 6161.666504
	Iteration 15Q: 3 clusters Score -2.910275e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247666 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -29102894.000000 Penalty: 6161.666504
	Iteration 16Q: 3 clusters Score -2.910289e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247740 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -29102968.000000 Penalty: 6161.666504
	Iteration 17Q: 3 clusters Score -2.910297e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247779 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -29103030.000000 Penalty: 6161.666504
	Iteration 18Q: 3 clusters Score -2.910303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -29103024.000000 Penalty: 6161.666504
	Iteration 19Q: 3 clusters Score -2.910302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247812 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -29103072.000000 Penalty: 6161.666504
	Iteration 20F: 3 clusters Score -2.910307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247822 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -29103088.000000 Penalty: 6161.666504
	Iteration 21Q: 3 clusters Score -2.910309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247832 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29103116.000000 Penalty: 6161.666504
	Iteration 22Q: 3 clusters Score -2.910312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247836 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29103124.000000 Penalty: 6161.666504
	Iteration 23Q: 3 clusters Score -2.910312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247841 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -29103148.000000 Penalty: 6161.666504
	Iteration 24Q: 3 clusters Score -2.910315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247846 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29103156.000000 Penalty: 6161.666504
	Iteration 25Q: 3 clusters Score -2.910316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247846 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29103154.000000 Penalty: 6161.666504
	Iteration 26Q: 3 clusters Score -2.910315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247847 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -29103148.000000 Penalty: 6161.666504
	Iteration 27Q: 3 clusters Score -2.910315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247847 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -29103146.000000 Penalty: 6161.666504
	Iteration 28Q: 3 clusters Score -2.910315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247847 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -29103140.000000 Penalty: 6161.666504
	Iteration 29Q: 3 clusters Score -2.910314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247848 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -29103134.000000 Penalty: 6161.666504
	Iteration 30Q: 3 clusters Score -2.910313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247849 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29103156.000000 Penalty: 6161.666504
	Iteration 31Q: 3 clusters Score -2.910316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29103148.000000 Penalty: 6161.666504
	Iteration 32Q: 3 clusters Score -2.910315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29103148.000000 Penalty: 6161.666504
	Iteration 33F: 3 clusters Score -2.910315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Entering Unmasked Estep 
Score: -782033.000000 Penalty: 2203.245850
	Iteration 0F: 2 clusters Score -782033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -776128.250000 Penalty: 4406.491699
	Iteration 0F: 3 clusters Score -776128.2 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -777832.562500 Penalty: 4406.491699
	Iteration 1F: 3 clusters Score -777832.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -778256.812500 Penalty: 4406.491699
	Iteration 2F: 3 clusters Score -778256.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -778616.625000 Penalty: 4406.491699
	Iteration 3F: 3 clusters Score -778616.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -778922.000000 Penalty: 4406.491699
	Iteration 4F: 3 clusters Score -778922 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -779175.125000 Penalty: 4406.491699
	Iteration 5F: 3 clusters Score -779175.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -779428.250000 Penalty: 4406.491699
	Iteration 6Q: 3 clusters Score -779428.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -779636.500000 Penalty: 4406.491699
	Iteration 7Q: 3 clusters Score -779636.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -779795.062500 Penalty: 4406.491699
	Iteration 8Q: 3 clusters Score -779795.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -779899.812500 Penalty: 4406.491699
	Iteration 9Q: 3 clusters Score -779899.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -779991.625000 Penalty: 4406.491699
	Iteration 10Q: 3 clusters Score -779991.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -780055.375000 Penalty: 4406.491699
	Iteration 11Q: 3 clusters Score -780055.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -780100.062500 Penalty: 4406.491699
	Iteration 12Q: 3 clusters Score -780100.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -780133.625000 Penalty: 4406.491699
	Iteration 13Q: 3 clusters Score -780133.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -780162.312500 Penalty: 4406.491699
	Iteration 14Q: 3 clusters Score -780162.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -780182.000000 Penalty: 4406.491699
	Iteration 15Q: 3 clusters Score -780182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -780202.125000 Penalty: 4406.491699
	Iteration 16Q: 3 clusters Score -780202.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -780216.625000 Penalty: 4406.491699
	Iteration 17Q: 3 clusters Score -780216.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -780229.500000 Penalty: 4406.491699
	Iteration 18Q: 3 clusters Score -780229.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -780238.062500 Penalty: 4406.491699
	Iteration 19Q: 3 clusters Score -780238.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -780245.562500 Penalty: 4406.491699
	Iteration 20F: 3 clusters Score -780245.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -780256.875000 Penalty: 4406.491699
	Iteration 21Q: 3 clusters Score -780256.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -780263.875000 Penalty: 4406.491699
	Iteration 22Q: 3 clusters Score -780263.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -780268.812500 Penalty: 4406.491699
	Iteration 23Q: 3 clusters Score -780268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -780276.062500 Penalty: 4406.491699
	Iteration 24Q: 3 clusters Score -780276.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -780280.062500 Penalty: 4406.491699
	Iteration 25Q: 3 clusters Score -780280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -780284.812500 Penalty: 4406.491699
	Iteration 26Q: 3 clusters Score -780284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -780289.437500 Penalty: 4406.491699
	Iteration 27Q: 3 clusters Score -780289.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -780294.750000 Penalty: 4406.491699
	Iteration 28Q: 3 clusters Score -780294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -780300.750000 Penalty: 4406.491699
	Iteration 29Q: 3 clusters Score -780300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -780303.250000 Penalty: 4406.491699
	Iteration 30Q: 3 clusters Score -780303.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -780307.312500 Penalty: 4406.491699
	Iteration 31Q: 3 clusters Score -780307.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -780310.125000 Penalty: 4406.491699
	Iteration 32Q: 3 clusters Score -780310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -780313.312500 Penalty: 4406.491699
	Iteration 33Q: 3 clusters Score -780313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -780316.250000 Penalty: 4406.491699
	Iteration 34Q: 3 clusters Score -780316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -780318.750000 Penalty: 4406.491699
	Iteration 35Q: 3 clusters Score -780318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -780319.000000 Penalty: 4406.491699
	Iteration 36Q: 3 clusters Score -780319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -780321.500000 Penalty: 4406.491699
	Iteration 37Q: 3 clusters Score -780321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -780324.250000 Penalty: 4406.491699
	Iteration 38Q: 3 clusters Score -780324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -780325.125000 Penalty: 4406.491699
	Iteration 39Q: 3 clusters Score -780325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -780324.750000 Penalty: 4406.491699
	Iteration 40F: 3 clusters Score -780324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -780324.750000 Penalty: 4406.491699
	Iteration 41Q: 3 clusters Score -780324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -780326.000000 Penalty: 4406.491699
	Iteration 42Q: 3 clusters Score -780326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -780326.625000 Penalty: 4406.491699
	Iteration 43Q: 3 clusters Score -780326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -780327.187500 Penalty: 4406.491699
	Iteration 44Q: 3 clusters Score -780327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -780327.125000 Penalty: 4406.491699
	Iteration 45Q: 3 clusters Score -780327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -780327.125000 Penalty: 4406.491699
	Iteration 46F: 3 clusters Score -780327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -1028884.875000 Penalty: 2258.090088
	Iteration 0F: 2 clusters Score -1028885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1021838.750000 Penalty: 4516.180176
	Iteration 0F: 3 clusters Score -1021839 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1023747.312500 Penalty: 4516.180176
	Iteration 1F: 3 clusters Score -1023747 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1024050.062500 Penalty: 4516.180176
	Iteration 2F: 3 clusters Score -1024050 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1024269.312500 Penalty: 4516.180176
	Iteration 3F: 3 clusters Score -1024269 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1024418.500000 Penalty: 4516.180176
	Iteration 4Q: 3 clusters Score -1024418 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1024532.000000 Penalty: 4516.180176
	Iteration 5Q: 3 clusters Score -1024532 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1024627.562500 Penalty: 4516.180176
	Iteration 6Q: 3 clusters Score -1024628 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1024737.312500 Penalty: 4516.180176
	Iteration 7Q: 3 clusters Score -1024737 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1024882.312500 Penalty: 4516.180176
	Iteration 8Q: 3 clusters Score -1024882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1025056.937500 Penalty: 4516.180176
	Iteration 9Q: 3 clusters Score -1025057 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1025263.812500 Penalty: 4516.180176
	Iteration 10Q: 3 clusters Score -1025264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1025510.500000 Penalty: 4516.180176
	Iteration 11Q: 3 clusters Score -1025510 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1025805.625000 Penalty: 4516.180176
	Iteration 12Q: 3 clusters Score -1025806 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1026076.875000 Penalty: 4516.180176
	Iteration 13Q: 3 clusters Score -1026077 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1026302.062500 Penalty: 4516.180176
	Iteration 14Q: 3 clusters Score -1026302 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1026479.000000 Penalty: 4516.180176
	Iteration 15Q: 3 clusters Score -1026479 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1026619.062500 Penalty: 4516.180176
	Iteration 16Q: 3 clusters Score -1026619 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1026738.437500 Penalty: 4516.180176
	Iteration 17Q: 3 clusters Score -1026738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1026823.312500 Penalty: 4516.180176
	Iteration 18Q: 3 clusters Score -1026823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1026886.625000 Penalty: 4516.180176
	Iteration 19Q: 3 clusters Score -1026887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1026922.125000 Penalty: 4516.180176
	Iteration 20F: 3 clusters Score -1026922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1026950.187500 Penalty: 4516.180176
	Iteration 21Q: 3 clusters Score -1026950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1026963.937500 Penalty: 4516.180176
	Iteration 22Q: 3 clusters Score -1026964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1026978.375000 Penalty: 4516.180176
	Iteration 23Q: 3 clusters Score -1026978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1026988.812500 Penalty: 4516.180176
	Iteration 24Q: 3 clusters Score -1026989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1027000.437500 Penalty: 4516.180176
	Iteration 25Q: 3 clusters Score -1027000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1027006.250000 Penalty: 4516.180176
	Iteration 26Q: 3 clusters Score -1027006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1027014.000000 Penalty: 4516.180176
	Iteration 27Q: 3 clusters Score -1027014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1027026.187500 Penalty: 4516.180176
	Iteration 28Q: 3 clusters Score -1027026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1027032.500000 Penalty: 4516.180176
	Iteration 29Q: 3 clusters Score -1027032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1027036.437500 Penalty: 4516.180176
	Iteration 30Q: 3 clusters Score -1027036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1027040.812500 Penalty: 4516.180176
	Iteration 31Q: 3 clusters Score -1027041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1027045.250000 Penalty: 4516.180176
	Iteration 32Q: 3 clusters Score -1027045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1027048.250000 Penalty: 4516.180176
	Iteration 33Q: 3 clusters Score -1027048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1027050.375000 Penalty: 4516.180176
	Iteration 34Q: 3 clusters Score -1027050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1027050.375000 Penalty: 4516.180176
	Iteration 35F: 3 clusters Score -1027050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Entering Unmasked Estep 
Score: -2915674.250000 Penalty: 2516.830566
	Iteration 0F: 2 clusters Score -2915674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2897974.750000 Penalty: 5033.661133
	Iteration 0F: 3 clusters Score -2897975 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2904511.250000 Penalty: 5033.661133
	Iteration 1F: 3 clusters Score -2904511 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2905265.750000 Penalty: 5033.661133
	Iteration 2F: 3 clusters Score -2905266 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2906055.750000 Penalty: 5033.661133
	Iteration 3F: 3 clusters Score -2906056 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2906965.250000 Penalty: 5033.661133
	Iteration 4F: 3 clusters Score -2906965 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2908060.250000 Penalty: 5033.661133
	Iteration 5F: 3 clusters Score -2908060 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2909052.000000 Penalty: 5033.661133
	Iteration 6F: 3 clusters Score -2909052 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2909908.250000 Penalty: 5033.661133
	Iteration 7F: 3 clusters Score -2909908 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2910564.500000 Penalty: 5033.661133
	Iteration 8Q: 3 clusters Score -2910564 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2911092.500000 Penalty: 5033.661133
	Iteration 9Q: 3 clusters Score -2911092 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2911497.000000 Penalty: 5033.661133
	Iteration 10Q: 3 clusters Score -2911497 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2911815.250000 Penalty: 5033.661133
	Iteration 11Q: 3 clusters Score -2911815 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2912096.750000 Penalty: 5033.661133
	Iteration 12Q: 3 clusters Score -2912097 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2912318.750000 Penalty: 5033.661133
	Iteration 13Q: 3 clusters Score -2912319 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2912504.000000 Penalty: 5033.661133
	Iteration 14Q: 3 clusters Score -2912504 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2912646.000000 Penalty: 5033.661133
	Iteration 15Q: 3 clusters Score -2912646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2912801.250000 Penalty: 5033.661133
	Iteration 16Q: 3 clusters Score -2912801 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2912937.250000 Penalty: 5033.661133
	Iteration 17Q: 3 clusters Score -2912937 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2913072.500000 Penalty: 5033.661133
	Iteration 18Q: 3 clusters Score -2913072 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2913205.750000 Penalty: 5033.661133
	Iteration 19Q: 3 clusters Score -2913206 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2913335.250000 Penalty: 5033.661133
	Iteration 20F: 3 clusters Score -2913335 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2913456.750000 Penalty: 5033.661133
	Iteration 21Q: 3 clusters Score -2913457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2913559.500000 Penalty: 5033.661133
	Iteration 22Q: 3 clusters Score -2913560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2913653.250000 Penalty: 5033.661133
	Iteration 23Q: 3 clusters Score -2913653 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2913744.250000 Penalty: 5033.661133
	Iteration 24Q: 3 clusters Score -2913744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2913811.750000 Penalty: 5033.661133
	Iteration 25Q: 3 clusters Score -2913812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2913851.250000 Penalty: 5033.661133
	Iteration 26Q: 3 clusters Score -2913851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2913880.500000 Penalty: 5033.661133
	Iteration 27Q: 3 clusters Score -2913880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2913906.000000 Penalty: 5033.661133
	Iteration 28Q: 3 clusters Score -2913906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2913934.000000 Penalty: 5033.661133
	Iteration 29Q: 3 clusters Score -2913934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2913958.750000 Penalty: 5033.661133
	Iteration 30Q: 3 clusters Score -2913959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2913975.000000 Penalty: 5033.661133
	Iteration 31Q: 3 clusters Score -2913975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2913990.750000 Penalty: 5033.661133
	Iteration 32Q: 3 clusters Score -2913991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2914007.750000 Penalty: 5033.661133
	Iteration 33Q: 3 clusters Score -2914008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2914015.250000 Penalty: 5033.661133
	Iteration 34Q: 3 clusters Score -2914015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2914031.500000 Penalty: 5033.661133
	Iteration 35Q: 3 clusters Score -2914032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2914027.000000 Penalty: 5033.661133
	Iteration 36Q: 3 clusters Score -2914027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2914039.000000 Penalty: 5033.661133
	Iteration 37Q: 3 clusters Score -2914039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2914040.750000 Penalty: 5033.661133
	Iteration 38Q: 3 clusters Score -2914041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2914038.250000 Penalty: 5033.661133
	Iteration 39Q: 3 clusters Score -2914038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2914047.500000 Penalty: 5033.661133
	Iteration 40F: 3 clusters Score -2914048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2914051.750000 Penalty: 5033.661133
	Iteration 41Q: 3 clusters Score -2914052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2914044.500000 Penalty: 5033.661133
	Iteration 42Q: 3 clusters Score -2914044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2914051.500000 Penalty: 5033.661133
	Iteration 43Q: 3 clusters Score -2914052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2914059.250000 Penalty: 5033.661133
	Iteration 44Q: 3 clusters Score -2914059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2914060.250000 Penalty: 5033.661133
	Iteration 45Q: 3 clusters Score -2914060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2914067.500000 Penalty: 5033.661133
	Iteration 46Q: 3 clusters Score -2914068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2914066.000000 Penalty: 5033.661133
	Iteration 47Q: 3 clusters Score -2914066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2914064.500000 Penalty: 5033.661133
	Iteration 48Q: 3 clusters Score -2914064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2914068.250000 Penalty: 5033.661133
	Iteration 49Q: 3 clusters Score -2914068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2914068.500000 Penalty: 5033.661133
	Iteration 50Q: 3 clusters Score -2914068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2914069.750000 Penalty: 5033.661133
	Iteration 51Q: 3 clusters Score -2914070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2914070.500000 Penalty: 5033.661133
	Iteration 52Q: 3 clusters Score -2914070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2914070.250000 Penalty: 5033.661133
	Iteration 53Q: 3 clusters Score -2914070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2914070.250000 Penalty: 5033.661133
	Iteration 54F: 3 clusters Score -2914070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -677748.000000 Penalty: 2179.230469
	Iteration 0F: 2 clusters Score -677748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -672287.125000 Penalty: 4358.460938
	Iteration 0F: 3 clusters Score -672287.1 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -674044.562500 Penalty: 4358.460938
	Iteration 1F: 3 clusters Score -674044.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -674584.187500 Penalty: 4358.460938
	Iteration 2F: 3 clusters Score -674584.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -675123.500000 Penalty: 4358.460938
	Iteration 3F: 3 clusters Score -675123.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -675631.562500 Penalty: 4358.460938
	Iteration 4F: 3 clusters Score -675631.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -676062.062500 Penalty: 4358.460938
	Iteration 5F: 3 clusters Score -676062.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -676459.687500 Penalty: 4358.460938
	Iteration 6F: 3 clusters Score -676459.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -676706.000000 Penalty: 4358.460938
	Iteration 7Q: 3 clusters Score -676706 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -676876.000000 Penalty: 4358.460938
	Iteration 8Q: 3 clusters Score -676876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -677038.750000 Penalty: 4358.460938
	Iteration 9Q: 3 clusters Score -677038.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -677154.437500 Penalty: 4358.460938
	Iteration 10Q: 3 clusters Score -677154.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -677258.312500 Penalty: 4358.460938
	Iteration 11Q: 3 clusters Score -677258.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -677369.125000 Penalty: 4358.460938
	Iteration 12Q: 3 clusters Score -677369.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -677430.937500 Penalty: 4358.460938
	Iteration 13Q: 3 clusters Score -677430.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -677470.187500 Penalty: 4358.460938
	Iteration 14Q: 3 clusters Score -677470.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -677503.812500 Penalty: 4358.460938
	Iteration 15Q: 3 clusters Score -677503.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -677527.375000 Penalty: 4358.460938
	Iteration 16Q: 3 clusters Score -677527.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -677553.062500 Penalty: 4358.460938
	Iteration 17Q: 3 clusters Score -677553.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -677586.500000 Penalty: 4358.460938
	Iteration 18Q: 3 clusters Score -677586.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -677611.812500 Penalty: 4358.460938
	Iteration 19Q: 3 clusters Score -677611.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -677630.875000 Penalty: 4358.460938
	Iteration 20F: 3 clusters Score -677630.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -677642.437500 Penalty: 4358.460938
	Iteration 21Q: 3 clusters Score -677642.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -677654.062500 Penalty: 4358.460938
	Iteration 22Q: 3 clusters Score -677654.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -677663.875000 Penalty: 4358.460938
	Iteration 23Q: 3 clusters Score -677663.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -677671.750000 Penalty: 4358.460938
	Iteration 24Q: 3 clusters Score -677671.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -677678.562500 Penalty: 4358.460938
	Iteration 25Q: 3 clusters Score -677678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -677685.312500 Penalty: 4358.460938
	Iteration 26Q: 3 clusters Score -677685.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -677689.437500 Penalty: 4358.460938
	Iteration 27Q: 3 clusters Score -677689.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -677696.562500 Penalty: 4358.460938
	Iteration 28Q: 3 clusters Score -677696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -677701.937500 Penalty: 4358.460938
	Iteration 29Q: 3 clusters Score -677701.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -677708.437500 Penalty: 4358.460938
	Iteration 30Q: 3 clusters Score -677708.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -677715.187500 Penalty: 4358.460938
	Iteration 31Q: 3 clusters Score -677715.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -677719.250000 Penalty: 4358.460938
	Iteration 32Q: 3 clusters Score -677719.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -677726.562500 Penalty: 4358.460938
	Iteration 33Q: 3 clusters Score -677726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -677729.000000 Penalty: 4358.460938
	Iteration 34Q: 3 clusters Score -677729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -677733.187500 Penalty: 4358.460938
	Iteration 35Q: 3 clusters Score -677733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -677737.312500 Penalty: 4358.460938
	Iteration 36Q: 3 clusters Score -677737.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -677742.500000 Penalty: 4358.460938
	Iteration 37Q: 3 clusters Score -677742.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -677744.375000 Penalty: 4358.460938
	Iteration 38Q: 3 clusters Score -677744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -677747.437500 Penalty: 4358.460938
	Iteration 39Q: 3 clusters Score -677747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -677751.250000 Penalty: 4358.460938
	Iteration 40F: 3 clusters Score -677751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -677753.437500 Penalty: 4358.460938
	Iteration 41Q: 3 clusters Score -677753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -677754.250000 Penalty: 4358.460938
	Iteration 42Q: 3 clusters Score -677754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -677754.437500 Penalty: 4358.460938
	Iteration 43Q: 3 clusters Score -677754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -677754.125000 Penalty: 4358.460938
	Iteration 44Q: 3 clusters Score -677754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -677755.937500 Penalty: 4358.460938
	Iteration 45Q: 3 clusters Score -677755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -677756.562500 Penalty: 4358.460938
	Iteration 46Q: 3 clusters Score -677756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -677757.000000 Penalty: 4358.460938
	Iteration 47Q: 3 clusters Score -677757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -677757.000000 Penalty: 4358.460938
	Iteration 48F: 3 clusters Score -677757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 2768 members 
Entering Unmasked Estep 
Score: -212295760.000000 Penalty: 370088.218750
Splitting cluster 16 changes total score from -212296448.000000 to -212295760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (51046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Entering Unmasked Estep 
Score: -5984004.500000 Penalty: 2688.439697
	Iteration 0F: 2 clusters Score -5984004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -5949691.500000 Penalty: 5376.879395
	Iteration 0F: 3 clusters Score -5949692 nChanged 23561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5962630.000000 Penalty: 5376.879395
	Iteration 1F: 3 clusters Score -5962630 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5963324.000000 Penalty: 5376.879395
	Iteration 2Q: 3 clusters Score -5963324 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5963942.500000 Penalty: 5376.879395
	Iteration 3Q: 3 clusters Score -5963942 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5964571.500000 Penalty: 5376.879395
	Iteration 4Q: 3 clusters Score -5964572 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5965300.000000 Penalty: 5376.879395
	Iteration 5Q: 3 clusters Score -5965300 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5966283.000000 Penalty: 5376.879395
	Iteration 6Q: 3 clusters Score -5966283 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5967323.000000 Penalty: 5376.879395
	Iteration 7Q: 3 clusters Score -5967323 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5968456.000000 Penalty: 5376.879395
	Iteration 8Q: 3 clusters Score -5968456 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5969685.000000 Penalty: 5376.879395
	Iteration 9F: 3 clusters Score -5969685 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5970875.500000 Penalty: 5376.879395
	Iteration 10Q: 3 clusters Score -5970876 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5971972.000000 Penalty: 5376.879395
	Iteration 11Q: 3 clusters Score -5971972 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5973154.000000 Penalty: 5376.879395
	Iteration 12Q: 3 clusters Score -5973154 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5974350.500000 Penalty: 5376.879395
	Iteration 13Q: 3 clusters Score -5974350 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5975532.000000 Penalty: 5376.879395
	Iteration 14Q: 3 clusters Score -5975532 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -5976596.500000 Penalty: 5376.879395
	Iteration 15Q: 3 clusters Score -5976596 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -5977457.000000 Penalty: 5376.879395
	Iteration 16Q: 3 clusters Score -5977457 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -5978143.000000 Penalty: 5376.879395
	Iteration 17Q: 3 clusters Score -5978143 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5978692.500000 Penalty: 5376.879395
	Iteration 18Q: 3 clusters Score -5978692 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5979130.500000 Penalty: 5376.879395
	Iteration 19Q: 3 clusters Score -5979130 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5979482.000000 Penalty: 5376.879395
	Iteration 20F: 3 clusters Score -5979482 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5979815.500000 Penalty: 5376.879395
	Iteration 21Q: 3 clusters Score -5979816 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5980099.000000 Penalty: 5376.879395
	Iteration 22Q: 3 clusters Score -5980099 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5980339.000000 Penalty: 5376.879395
	Iteration 23Q: 3 clusters Score -5980339 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5980530.500000 Penalty: 5376.879395
	Iteration 24Q: 3 clusters Score -5980530 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5980681.500000 Penalty: 5376.879395
	Iteration 25Q: 3 clusters Score -5980682 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5980800.500000 Penalty: 5376.879395
	Iteration 26Q: 3 clusters Score -5980800 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5980916.000000 Penalty: 5376.879395
	Iteration 27Q: 3 clusters Score -5980916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5981040.500000 Penalty: 5376.879395
	Iteration 28Q: 3 clusters Score -5981040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5981125.000000 Penalty: 5376.879395
	Iteration 29Q: 3 clusters Score -5981125 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5981205.500000 Penalty: 5376.879395
	Iteration 30Q: 3 clusters Score -5981206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5981264.500000 Penalty: 5376.879395
	Iteration 31Q: 3 clusters Score -5981264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5981306.000000 Penalty: 5376.879395
	Iteration 32Q: 3 clusters Score -5981306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5981355.000000 Penalty: 5376.879395
	Iteration 33Q: 3 clusters Score -5981355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5981397.500000 Penalty: 5376.879395
	Iteration 34Q: 3 clusters Score -5981398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5981412.000000 Penalty: 5376.879395
	Iteration 35Q: 3 clusters Score -5981412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5981432.500000 Penalty: 5376.879395
	Iteration 36Q: 3 clusters Score -5981432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5981460.500000 Penalty: 5376.879395
	Iteration 37Q: 3 clusters Score -5981460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5981482.000000 Penalty: 5376.879395
	Iteration 38Q: 3 clusters Score -5981482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5981507.000000 Penalty: 5376.879395
	Iteration 39Q: 3 clusters Score -5981507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5981535.500000 Penalty: 5376.879395
	Iteration 40F: 3 clusters Score -5981536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5981553.500000 Penalty: 5376.879395
	Iteration 41Q: 3 clusters Score -5981554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5981557.000000 Penalty: 5376.879395
	Iteration 42Q: 3 clusters Score -5981557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5981570.500000 Penalty: 5376.879395
	Iteration 43Q: 3 clusters Score -5981570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5981588.000000 Penalty: 5376.879395
	Iteration 44Q: 3 clusters Score -5981588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5981597.500000 Penalty: 5376.879395
	Iteration 45Q: 3 clusters Score -5981598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5981613.000000 Penalty: 5376.879395
	Iteration 46Q: 3 clusters Score -5981613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5981623.000000 Penalty: 5376.879395
	Iteration 47Q: 3 clusters Score -5981623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5981628.000000 Penalty: 5376.879395
	Iteration 48Q: 3 clusters Score -5981628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5981626.000000 Penalty: 5376.879395
	Iteration 49Q: 3 clusters Score -5981626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5981634.000000 Penalty: 5376.879395
	Iteration 50Q: 3 clusters Score -5981634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5981633.000000 Penalty: 5376.879395
	Iteration 51Q: 3 clusters Score -5981633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5981644.000000 Penalty: 5376.879395
	Iteration 52Q: 3 clusters Score -5981644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5981644.000000 Penalty: 5376.879395
	Iteration 53Q: 3 clusters Score -5981644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5981645.500000 Penalty: 5376.879395
	Iteration 54Q: 3 clusters Score -5981646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5981642.500000 Penalty: 5376.879395
	Iteration 55Q: 3 clusters Score -5981642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5981647.500000 Penalty: 5376.879395
	Iteration 56Q: 3 clusters Score -5981648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5981654.000000 Penalty: 5376.879395
	Iteration 57Q: 3 clusters Score -5981654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5981661.500000 Penalty: 5376.879395
	Iteration 58Q: 3 clusters Score -5981662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5981657.000000 Penalty: 5376.879395
	Iteration 59Q: 3 clusters Score -5981657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5981663.000000 Penalty: 5376.879395
	Iteration 60F: 3 clusters Score -5981663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5981669.500000 Penalty: 5376.879395
	Iteration 61Q: 3 clusters Score -5981670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5981673.000000 Penalty: 5376.879395
	Iteration 62Q: 3 clusters Score -5981673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5981666.000000 Penalty: 5376.879395
	Iteration 63Q: 3 clusters Score -5981666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5981669.500000 Penalty: 5376.879395
	Iteration 64Q: 3 clusters Score -5981670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5981679.000000 Penalty: 5376.879395
	Iteration 65Q: 3 clusters Score -5981679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5981680.000000 Penalty: 5376.879395
	Iteration 66Q: 3 clusters Score -5981680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5981679.500000 Penalty: 5376.879395
	Iteration 67Q: 3 clusters Score -5981680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5981680.000000 Penalty: 5376.879395
	Iteration 68Q: 3 clusters Score -5981680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5981692.000000 Penalty: 5376.879395
	Iteration 69Q: 3 clusters Score -5981692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5981700.000000 Penalty: 5376.879395
	Iteration 70Q: 3 clusters Score -5981700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5981695.500000 Penalty: 5376.879395
	Iteration 71Q: 3 clusters Score -5981696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5981706.500000 Penalty: 5376.879395
	Iteration 72Q: 3 clusters Score -5981706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5981712.000000 Penalty: 5376.879395
	Iteration 73Q: 3 clusters Score -5981712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5981716.500000 Penalty: 5376.879395
	Iteration 74Q: 3 clusters Score -5981716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5981729.000000 Penalty: 5376.879395
	Iteration 75Q: 3 clusters Score -5981729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5981723.500000 Penalty: 5376.879395
	Iteration 76Q: 3 clusters Score -5981724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5981728.500000 Penalty: 5376.879395
	Iteration 77Q: 3 clusters Score -5981728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5981731.000000 Penalty: 5376.879395
	Iteration 78Q: 3 clusters Score -5981731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5981737.000000 Penalty: 5376.879395
	Iteration 79Q: 3 clusters Score -5981737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5981733.500000 Penalty: 5376.879395
	Iteration 80F: 3 clusters Score -5981734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5981734.500000 Penalty: 5376.879395
	Iteration 81Q: 3 clusters Score -5981734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5981734.500000 Penalty: 5376.879395
	Iteration 82F: 3 clusters Score -5981734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Entering Unmasked Estep 
Score: -2200199.250000 Penalty: 2447.434814
	Iteration 0F: 2 clusters Score -2200199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2186453.250000 Penalty: 4894.869629
	Iteration 0F: 3 clusters Score -2186453 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2191022.250000 Penalty: 4894.869629
	Iteration 1F: 3 clusters Score -2191022 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2191464.000000 Penalty: 4894.869629
	Iteration 2F: 3 clusters Score -2191464 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2191917.250000 Penalty: 4894.869629
	Iteration 3Q: 3 clusters Score -2191917 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2192434.500000 Penalty: 4894.869629
	Iteration 4Q: 3 clusters Score -2192434 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2192985.250000 Penalty: 4894.869629
	Iteration 5Q: 3 clusters Score -2192985 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2193494.250000 Penalty: 4894.869629
	Iteration 6Q: 3 clusters Score -2193494 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2194010.000000 Penalty: 4894.869629
	Iteration 7F: 3 clusters Score -2194010 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2194500.500000 Penalty: 4894.869629
	Iteration 8F: 3 clusters Score -2194500 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2194933.500000 Penalty: 4894.869629
	Iteration 9Q: 3 clusters Score -2194934 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2195304.750000 Penalty: 4894.869629
	Iteration 10Q: 3 clusters Score -2195305 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2195640.750000 Penalty: 4894.869629
	Iteration 11Q: 3 clusters Score -2195641 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2195906.500000 Penalty: 4894.869629
	Iteration 12Q: 3 clusters Score -2195906 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2196105.000000 Penalty: 4894.869629
	Iteration 13Q: 3 clusters Score -2196105 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2196233.000000 Penalty: 4894.869629
	Iteration 14Q: 3 clusters Score -2196233 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2196338.750000 Penalty: 4894.869629
	Iteration 15Q: 3 clusters Score -2196339 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2196416.750000 Penalty: 4894.869629
	Iteration 16Q: 3 clusters Score -2196417 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2196463.750000 Penalty: 4894.869629
	Iteration 17Q: 3 clusters Score -2196464 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2196519.500000 Penalty: 4894.869629
	Iteration 18Q: 3 clusters Score -2196520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2196554.500000 Penalty: 4894.869629
	Iteration 19Q: 3 clusters Score -2196554 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2196601.500000 Penalty: 4894.869629
	Iteration 20F: 3 clusters Score -2196602 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2196643.750000 Penalty: 4894.869629
	Iteration 21Q: 3 clusters Score -2196644 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2196688.500000 Penalty: 4894.869629
	Iteration 22Q: 3 clusters Score -2196688 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2196744.750000 Penalty: 4894.869629
	Iteration 23Q: 3 clusters Score -2196745 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2196819.500000 Penalty: 4894.869629
	Iteration 24Q: 3 clusters Score -2196820 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2196913.500000 Penalty: 4894.869629
	Iteration 25Q: 3 clusters Score -2196914 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2197003.250000 Penalty: 4894.869629
	Iteration 26Q: 3 clusters Score -2197003 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2197142.000000 Penalty: 4894.869629
	Iteration 27Q: 3 clusters Score -2197142 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2197285.750000 Penalty: 4894.869629
	Iteration 28Q: 3 clusters Score -2197286 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2197465.250000 Penalty: 4894.869629
	Iteration 29Q: 3 clusters Score -2197465 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2197688.250000 Penalty: 4894.869629
	Iteration 30Q: 3 clusters Score -2197688 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2197996.250000 Penalty: 4894.869629
	Iteration 31Q: 3 clusters Score -2197996 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2198347.000000 Penalty: 4894.869629
	Iteration 32Q: 3 clusters Score -2198347 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2198679.750000 Penalty: 4894.869629
	Iteration 33Q: 3 clusters Score -2198680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2198923.250000 Penalty: 4894.869629
	Iteration 34Q: 3 clusters Score -2198923 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2199061.250000 Penalty: 4894.869629
	Iteration 35Q: 3 clusters Score -2199061 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2199180.750000 Penalty: 4894.869629
	Iteration 36Q: 3 clusters Score -2199181 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2199238.250000 Penalty: 4894.869629
	Iteration 37Q: 3 clusters Score -2199238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2199287.750000 Penalty: 4894.869629
	Iteration 38Q: 3 clusters Score -2199288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2199305.750000 Penalty: 4894.869629
	Iteration 39Q: 3 clusters Score -2199306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2199339.500000 Penalty: 4894.869629
	Iteration 40F: 3 clusters Score -2199340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2199356.000000 Penalty: 4894.869629
	Iteration 41Q: 3 clusters Score -2199356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2199372.000000 Penalty: 4894.869629
	Iteration 42Q: 3 clusters Score -2199372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2199387.000000 Penalty: 4894.869629
	Iteration 43Q: 3 clusters Score -2199387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2199392.000000 Penalty: 4894.869629
	Iteration 44Q: 3 clusters Score -2199392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2199398.000000 Penalty: 4894.869629
	Iteration 45Q: 3 clusters Score -2199398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2199405.500000 Penalty: 4894.869629
	Iteration 46Q: 3 clusters Score -2199406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2199410.750000 Penalty: 4894.869629
	Iteration 47Q: 3 clusters Score -2199411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2199411.000000 Penalty: 4894.869629
	Iteration 48Q: 3 clusters Score -2199411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2199410.250000 Penalty: 4894.869629
	Iteration 49Q: 3 clusters Score -2199410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2199413.750000 Penalty: 4894.869629
	Iteration 50Q: 3 clusters Score -2199414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2199418.500000 Penalty: 4894.869629
	Iteration 51Q: 3 clusters Score -2199418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2199418.500000 Penalty: 4894.869629
	Iteration 52Q: 3 clusters Score -2199418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2199420.500000 Penalty: 4894.869629
	Iteration 53Q: 3 clusters Score -2199420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2199424.250000 Penalty: 4894.869629
	Iteration 54Q: 3 clusters Score -2199424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2199427.750000 Penalty: 4894.869629
	Iteration 55Q: 3 clusters Score -2199428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2199429.500000 Penalty: 4894.869629
	Iteration 56Q: 3 clusters Score -2199430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2199428.500000 Penalty: 4894.869629
	Iteration 57Q: 3 clusters Score -2199428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2199430.500000 Penalty: 4894.869629
	Iteration 58Q: 3 clusters Score -2199430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2199429.500000 Penalty: 4894.869629
	Iteration 59Q: 3 clusters Score -2199430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2199432.000000 Penalty: 4894.869629
	Iteration 60F: 3 clusters Score -2199432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2199432.500000 Penalty: 4894.869629
	Iteration 61Q: 3 clusters Score -2199432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2199434.000000 Penalty: 4894.869629
	Iteration 62Q: 3 clusters Score -2199434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2199437.750000 Penalty: 4894.869629
	Iteration 63Q: 3 clusters Score -2199438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2199438.750000 Penalty: 4894.869629
	Iteration 64Q: 3 clusters Score -2199439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2199438.750000 Penalty: 4894.869629
	Iteration 65F: 3 clusters Score -2199439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -1000403.437500 Penalty: 2276.406006
	Iteration 0F: 2 clusters Score -1000403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -992898.437500 Penalty: 4552.812012
	Iteration 0F: 3 clusters Score -992898.4 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -995133.312500 Penalty: 4552.812012
	Iteration 1F: 3 clusters Score -995133.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -995504.375000 Penalty: 4552.812012
	Iteration 2F: 3 clusters Score -995504.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -995802.875000 Penalty: 4552.812012
	Iteration 3F: 3 clusters Score -995802.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -996081.375000 Penalty: 4552.812012
	Iteration 4Q: 3 clusters Score -996081.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -996376.437500 Penalty: 4552.812012
	Iteration 5Q: 3 clusters Score -996376.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -996677.000000 Penalty: 4552.812012
	Iteration 6Q: 3 clusters Score -996677 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -996981.437500 Penalty: 4552.812012
	Iteration 7Q: 3 clusters Score -996981.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -997285.000000 Penalty: 4552.812012
	Iteration 8Q: 3 clusters Score -997285 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -997592.562500 Penalty: 4552.812012
	Iteration 9Q: 3 clusters Score -997592.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -997867.062500 Penalty: 4552.812012
	Iteration 10Q: 3 clusters Score -997867.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -998070.000000 Penalty: 4552.812012
	Iteration 11Q: 3 clusters Score -998070 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -998208.375000 Penalty: 4552.812012
	Iteration 12Q: 3 clusters Score -998208.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -998332.875000 Penalty: 4552.812012
	Iteration 13Q: 3 clusters Score -998332.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -998450.312500 Penalty: 4552.812012
	Iteration 14Q: 3 clusters Score -998450.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -998556.437500 Penalty: 4552.812012
	Iteration 15Q: 3 clusters Score -998556.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -998653.750000 Penalty: 4552.812012
	Iteration 16Q: 3 clusters Score -998653.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -998724.812500 Penalty: 4552.812012
	Iteration 17Q: 3 clusters Score -998724.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -998782.812500 Penalty: 4552.812012
	Iteration 18Q: 3 clusters Score -998782.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -998842.125000 Penalty: 4552.812012
	Iteration 19Q: 3 clusters Score -998842.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -998902.062500 Penalty: 4552.812012
	Iteration 20F: 3 clusters Score -998902.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -998960.937500 Penalty: 4552.812012
	Iteration 21Q: 3 clusters Score -998960.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -999008.937500 Penalty: 4552.812012
	Iteration 22Q: 3 clusters Score -999008.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -999060.250000 Penalty: 4552.812012
	Iteration 23Q: 3 clusters Score -999060.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -999106.562500 Penalty: 4552.812012
	Iteration 24Q: 3 clusters Score -999106.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -999153.062500 Penalty: 4552.812012
	Iteration 25Q: 3 clusters Score -999153.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -999189.312500 Penalty: 4552.812012
	Iteration 26Q: 3 clusters Score -999189.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -999218.437500 Penalty: 4552.812012
	Iteration 27Q: 3 clusters Score -999218.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -999267.500000 Penalty: 4552.812012
	Iteration 28Q: 3 clusters Score -999267.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -999387.062500 Penalty: 4552.812012
	Iteration 29Q: 3 clusters Score -999387.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -999590.875000 Penalty: 4552.812012
	Iteration 30Q: 3 clusters Score -999590.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -999774.250000 Penalty: 4552.812012
	Iteration 31Q: 3 clusters Score -999774.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -999851.875000 Penalty: 4552.812012
	Iteration 32Q: 3 clusters Score -999851.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -999895.312500 Penalty: 4552.812012
	Iteration 33Q: 3 clusters Score -999895.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -999921.437500 Penalty: 4552.812012
	Iteration 34Q: 3 clusters Score -999921.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -999941.687500 Penalty: 4552.812012
	Iteration 35Q: 3 clusters Score -999941.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -999953.562500 Penalty: 4552.812012
	Iteration 36Q: 3 clusters Score -999953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -999959.250000 Penalty: 4552.812012
	Iteration 37Q: 3 clusters Score -999959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -999960.625000 Penalty: 4552.812012
	Iteration 38Q: 3 clusters Score -999960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -999962.625000 Penalty: 4552.812012
	Iteration 39Q: 3 clusters Score -999962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -999967.750000 Penalty: 4552.812012
	Iteration 40F: 3 clusters Score -999967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -999970.625000 Penalty: 4552.812012
	Iteration 41Q: 3 clusters Score -999970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -999973.062500 Penalty: 4552.812012
	Iteration 42Q: 3 clusters Score -999973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -999974.000000 Penalty: 4552.812012
	Iteration 43Q: 3 clusters Score -999974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -999975.437500 Penalty: 4552.812012
	Iteration 44Q: 3 clusters Score -999975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -999975.625000 Penalty: 4552.812012
	Iteration 45Q: 3 clusters Score -999975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -999976.562500 Penalty: 4552.812012
	Iteration 46Q: 3 clusters Score -999976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -999978.312500 Penalty: 4552.812012
	Iteration 47Q: 3 clusters Score -999978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -999978.125000 Penalty: 4552.812012
	Iteration 48Q: 3 clusters Score -999978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -999980.812500 Penalty: 4552.812012
	Iteration 49Q: 3 clusters Score -999980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -999981.125000 Penalty: 4552.812012
	Iteration 50Q: 3 clusters Score -999981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -999981.125000 Penalty: 4552.812012
	Iteration 51F: 3 clusters Score -999981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -646079.875000 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -646079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -641084.312500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -641084.3 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -642359.437500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -642359.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -642640.000000 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -642640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -642858.750000 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -642858.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -643054.562500 Penalty: 4292.035156
	Iteration 4F: 3 clusters Score -643054.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -643251.500000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -643251.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -643443.875000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -643443.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -643604.500000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -643604.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -643748.750000 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -643748.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -643868.375000 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -643868.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -643969.500000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -643969.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -644057.000000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -644057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -644113.875000 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -644113.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -644156.125000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -644156.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -644193.500000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -644193.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -644226.437500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -644226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -644248.625000 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -644248.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -644266.437500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -644266.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -644284.562500 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -644284.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -644296.125000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -644296.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -644305.750000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -644305.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -644316.000000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -644316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -644320.937500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -644320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -644325.062500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -644325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -644335.562500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -644335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -644346.437500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -644346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -644352.937500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -644352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -644359.937500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -644359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -644364.375000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -644364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -644366.250000 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -644366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -644367.000000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -644367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -644369.562500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -644369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -644370.687500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -644370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -644371.875000 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -644371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -644373.875000 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -644373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -644374.250000 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -644374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -644375.750000 Penalty: 4292.035156
	Iteration 36Q: 3 clusters Score -644375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -644375.750000 Penalty: 4292.035156
	Iteration 37F: 3 clusters Score -644375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Entering Unmasked Estep 
Score: -1770333.625000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -1770334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1759142.500000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -1759142 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1762827.500000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -1762828 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1763398.375000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -1763398 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1763967.750000 Penalty: 4781.719238
	Iteration 3F: 3 clusters Score -1763968 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1764485.125000 Penalty: 4781.719238
	Iteration 4F: 3 clusters Score -1764485 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1764961.875000 Penalty: 4781.719238
	Iteration 5F: 3 clusters Score -1764962 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1765356.125000 Penalty: 4781.719238
	Iteration 6Q: 3 clusters Score -1765356 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1765712.250000 Penalty: 4781.719238
	Iteration 7Q: 3 clusters Score -1765712 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1766102.500000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -1766102 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1766512.375000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -1766512 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1766957.375000 Penalty: 4781.719238
	Iteration 10Q: 3 clusters Score -1766957 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1767388.875000 Penalty: 4781.719238
	Iteration 11Q: 3 clusters Score -1767389 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1767772.875000 Penalty: 4781.719238
	Iteration 12Q: 3 clusters Score -1767773 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1768115.375000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -1768115 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1768383.250000 Penalty: 4781.719238
	Iteration 14Q: 3 clusters Score -1768383 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1768598.375000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -1768598 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1768786.625000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -1768787 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1768927.375000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -1768927 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1769035.375000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -1769035 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1769101.125000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -1769101 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1769171.625000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -1769172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1769212.875000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -1769213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1769232.875000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -1769233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1769253.625000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -1769254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1769261.875000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -1769262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1769267.125000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -1769267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1769274.250000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -1769274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1769275.125000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -1769275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1769275.625000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -1769276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1769282.250000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -1769282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1769280.125000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -1769280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1769287.250000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -1769287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1769286.125000 Penalty: 4781.719238
	Iteration 32Q: 3 clusters Score -1769286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1769290.500000 Penalty: 4781.719238
	Iteration 33Q: 3 clusters Score -1769290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1769288.125000 Penalty: 4781.719238
	Iteration 34Q: 3 clusters Score -1769288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1769292.875000 Penalty: 4781.719238
	Iteration 35Q: 3 clusters Score -1769293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1769290.625000 Penalty: 4781.719238
	Iteration 36Q: 3 clusters Score -1769291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1769288.000000 Penalty: 4781.719238
	Iteration 37Q: 3 clusters Score -1769288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1769287.125000 Penalty: 4781.719238
	Iteration 38Q: 3 clusters Score -1769287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1769290.750000 Penalty: 4781.719238
	Iteration 39Q: 3 clusters Score -1769291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1769289.375000 Penalty: 4781.719238
	Iteration 40F: 3 clusters Score -1769289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1769289.375000 Penalty: 4781.719238
	Iteration 41Q: 3 clusters Score -1769289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1769288.000000 Penalty: 4781.719238
	Iteration 42Q: 3 clusters Score -1769288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1769288.000000 Penalty: 4781.719238
	Iteration 43F: 3 clusters Score -1769288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Entering Unmasked Estep 
Score: -9677529.000000 Penalty: 2813.874512
	Iteration 0F: 2 clusters Score -9677529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -9620954.000000 Penalty: 5627.749023
	Iteration 0F: 3 clusters Score -9620954 nChanged 39799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9644199.000000 Penalty: 5627.749023
	Iteration 1F: 3 clusters Score -9644199 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -9645379.000000 Penalty: 5627.749023
	Iteration 2Q: 3 clusters Score -9645379 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -9646755.000000 Penalty: 5627.749023
	Iteration 3Q: 3 clusters Score -9646755 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -9648635.000000 Penalty: 5627.749023
	Iteration 4Q: 3 clusters Score -9648635 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -9651214.000000 Penalty: 5627.749023
	Iteration 5F: 3 clusters Score -9651214 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -9654340.000000 Penalty: 5627.749023
	Iteration 6F: 3 clusters Score -9654340 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -9657408.000000 Penalty: 5627.749023
	Iteration 7F: 3 clusters Score -9657408 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -9659900.000000 Penalty: 5627.749023
	Iteration 8F: 3 clusters Score -9659900 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -9661490.000000 Penalty: 5627.749023
	Iteration 9Q: 3 clusters Score -9661490 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -9662501.000000 Penalty: 5627.749023
	Iteration 10Q: 3 clusters Score -9662501 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -9663080.000000 Penalty: 5627.749023
	Iteration 11Q: 3 clusters Score -9663080 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -9663492.000000 Penalty: 5627.749023
	Iteration 12Q: 3 clusters Score -9663492 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -9663817.000000 Penalty: 5627.749023
	Iteration 13Q: 3 clusters Score -9663817 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -9664073.000000 Penalty: 5627.749023
	Iteration 14Q: 3 clusters Score -9664073 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -9664292.000000 Penalty: 5627.749023
	Iteration 15Q: 3 clusters Score -9664292 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -9664555.000000 Penalty: 5627.749023
	Iteration 16Q: 3 clusters Score -9664555 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -9664887.000000 Penalty: 5627.749023
	Iteration 17Q: 3 clusters Score -9664887 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -9665266.000000 Penalty: 5627.749023
	Iteration 18Q: 3 clusters Score -9665266 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9665682.000000 Penalty: 5627.749023
	Iteration 19Q: 3 clusters Score -9665682 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -9666164.000000 Penalty: 5627.749023
	Iteration 20F: 3 clusters Score -9666164 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -9666757.000000 Penalty: 5627.749023
	Iteration 21Q: 3 clusters Score -9666757 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -9667493.000000 Penalty: 5627.749023
	Iteration 22Q: 3 clusters Score -9667493 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -9668328.000000 Penalty: 5627.749023
	Iteration 23Q: 3 clusters Score -9668328 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -9669167.000000 Penalty: 5627.749023
	Iteration 24Q: 3 clusters Score -9669167 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -9670041.000000 Penalty: 5627.749023
	Iteration 25Q: 3 clusters Score -9670041 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -9670812.000000 Penalty: 5627.749023
	Iteration 26Q: 3 clusters Score -9670812 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -9671613.000000 Penalty: 5627.749023
	Iteration 27Q: 3 clusters Score -9671613 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -9672180.000000 Penalty: 5627.749023
	Iteration 28Q: 3 clusters Score -9672180 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -9672863.000000 Penalty: 5627.749023
	Iteration 29Q: 3 clusters Score -9672863 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -9673428.000000 Penalty: 5627.749023
	Iteration 30Q: 3 clusters Score -9673428 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -9673952.000000 Penalty: 5627.749023
	Iteration 31Q: 3 clusters Score -9673952 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -9674353.000000 Penalty: 5627.749023
	Iteration 32Q: 3 clusters Score -9674353 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -9674639.000000 Penalty: 5627.749023
	Iteration 33Q: 3 clusters Score -9674639 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -9674839.000000 Penalty: 5627.749023
	Iteration 34Q: 3 clusters Score -9674839 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -9675023.000000 Penalty: 5627.749023
	Iteration 35Q: 3 clusters Score -9675023 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -9675160.000000 Penalty: 5627.749023
	Iteration 36Q: 3 clusters Score -9675160 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9675281.000000 Penalty: 5627.749023
	Iteration 37Q: 3 clusters Score -9675281 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -9675427.000000 Penalty: 5627.749023
	Iteration 38Q: 3 clusters Score -9675427 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -9675480.000000 Penalty: 5627.749023
	Iteration 39Q: 3 clusters Score -9675480 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -9675550.000000 Penalty: 5627.749023
	Iteration 40F: 3 clusters Score -9675550 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -9675596.000000 Penalty: 5627.749023
	Iteration 41Q: 3 clusters Score -9675596 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -9675620.000000 Penalty: 5627.749023
	Iteration 42Q: 3 clusters Score -9675620 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -9675624.000000 Penalty: 5627.749023
	Iteration 43Q: 3 clusters Score -9675624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -9675649.000000 Penalty: 5627.749023
	Iteration 44Q: 3 clusters Score -9675649 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -9675674.000000 Penalty: 5627.749023
	Iteration 45Q: 3 clusters Score -9675674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -9675703.000000 Penalty: 5627.749023
	Iteration 46Q: 3 clusters Score -9675703 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -9675717.000000 Penalty: 5627.749023
	Iteration 47Q: 3 clusters Score -9675717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -9675734.000000 Penalty: 5627.749023
	Iteration 48Q: 3 clusters Score -9675734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -9675742.000000 Penalty: 5627.749023
	Iteration 49Q: 3 clusters Score -9675742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -9675762.000000 Penalty: 5627.749023
	Iteration 50Q: 3 clusters Score -9675762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -9675784.000000 Penalty: 5627.749023
	Iteration 51Q: 3 clusters Score -9675784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -9675791.000000 Penalty: 5627.749023
	Iteration 52Q: 3 clusters Score -9675791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -9675783.000000 Penalty: 5627.749023
	Iteration 53Q: 3 clusters Score -9675783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -9675783.000000 Penalty: 5627.749023
	Iteration 54Q: 3 clusters Score -9675783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -9675778.000000 Penalty: 5627.749023
	Iteration 55Q: 3 clusters Score -9675778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -9675791.000000 Penalty: 5627.749023
	Iteration 56Q: 3 clusters Score -9675791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -9675785.000000 Penalty: 5627.749023
	Iteration 57Q: 3 clusters Score -9675785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -9675783.000000 Penalty: 5627.749023
	Iteration 58Q: 3 clusters Score -9675783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -9675805.000000 Penalty: 5627.749023
	Iteration 59Q: 3 clusters Score -9675805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -9675824.000000 Penalty: 5627.749023
	Iteration 60F: 3 clusters Score -9675824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -9675833.000000 Penalty: 5627.749023
	Iteration 61Q: 3 clusters Score -9675833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -9675823.000000 Penalty: 5627.749023
	Iteration 62Q: 3 clusters Score -9675823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -9675839.000000 Penalty: 5627.749023
	Iteration 63Q: 3 clusters Score -9675839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -9675837.000000 Penalty: 5627.749023
	Iteration 64Q: 3 clusters Score -9675837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -9675852.000000 Penalty: 5627.749023
	Iteration 65Q: 3 clusters Score -9675852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -9675851.000000 Penalty: 5627.749023
	Iteration 66Q: 3 clusters Score -9675851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -9675870.000000 Penalty: 5627.749023
	Iteration 67Q: 3 clusters Score -9675870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -9675863.000000 Penalty: 5627.749023
	Iteration 68Q: 3 clusters Score -9675863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -9675879.000000 Penalty: 5627.749023
	Iteration 69Q: 3 clusters Score -9675879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -9675884.000000 Penalty: 5627.749023
	Iteration 70Q: 3 clusters Score -9675884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -9675882.000000 Penalty: 5627.749023
	Iteration 71Q: 3 clusters Score -9675882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -9675885.000000 Penalty: 5627.749023
	Iteration 72Q: 3 clusters Score -9675885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -9675890.000000 Penalty: 5627.749023
	Iteration 73Q: 3 clusters Score -9675890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -9675884.000000 Penalty: 5627.749023
	Iteration 74Q: 3 clusters Score -9675884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -9675883.000000 Penalty: 5627.749023
	Iteration 75Q: 3 clusters Score -9675883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -9675886.000000 Penalty: 5627.749023
	Iteration 76Q: 3 clusters Score -9675886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -9675885.000000 Penalty: 5627.749023
	Iteration 77Q: 3 clusters Score -9675885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -9675887.000000 Penalty: 5627.749023
	Iteration 78Q: 3 clusters Score -9675887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -9675890.000000 Penalty: 5627.749023
	Iteration 79Q: 3 clusters Score -9675890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -9675898.000000 Penalty: 5627.749023
	Iteration 80F: 3 clusters Score -9675898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -9675896.000000 Penalty: 5627.749023
	Iteration 81Q: 3 clusters Score -9675896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -9675891.000000 Penalty: 5627.749023
	Iteration 82Q: 3 clusters Score -9675891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -9675894.000000 Penalty: 5627.749023
	Iteration 83Q: 3 clusters Score -9675894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -9675896.000000 Penalty: 5627.749023
	Iteration 84Q: 3 clusters Score -9675896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -9675895.000000 Penalty: 5627.749023
	Iteration 85Q: 3 clusters Score -9675895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -9675898.000000 Penalty: 5627.749023
	Iteration 86Q: 3 clusters Score -9675898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -9675898.000000 Penalty: 5627.749023
	Iteration 87Q: 3 clusters Score -9675898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -9675897.000000 Penalty: 5627.749023
	Iteration 88Q: 3 clusters Score -9675897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -9675900.000000 Penalty: 5627.749023
	Iteration 89Q: 3 clusters Score -9675900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -9675898.000000 Penalty: 5627.749023
	Iteration 90Q: 3 clusters Score -9675898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -9675906.000000 Penalty: 5627.749023
	Iteration 91Q: 3 clusters Score -9675906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -9675889.000000 Penalty: 5627.749023
	Iteration 92Q: 3 clusters Score -9675889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -9675886.000000 Penalty: 5627.749023
	Iteration 93Q: 3 clusters Score -9675886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -9675885.000000 Penalty: 5627.749023
	Iteration 94Q: 3 clusters Score -9675885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -9675889.000000 Penalty: 5627.749023
	Iteration 95Q: 3 clusters Score -9675889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -9675889.000000 Penalty: 5627.749023
	Iteration 96Q: 3 clusters Score -9675889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -9675886.000000 Penalty: 5627.749023
	Iteration 97Q: 3 clusters Score -9675886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -9675890.000000 Penalty: 5627.749023
	Iteration 98Q: 3 clusters Score -9675890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -9675886.000000 Penalty: 5627.749023
	Iteration 99Q: 3 clusters Score -9675886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -9675889.000000 Penalty: 5627.749023
	Iteration 100F: 3 clusters Score -9675889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -9675896.000000 Penalty: 5627.749023
	Iteration 101Q: 3 clusters Score -9675896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -9675882.000000 Penalty: 5627.749023
	Iteration 102Q: 3 clusters Score -9675882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -9675880.000000 Penalty: 5627.749023
	Iteration 103Q: 3 clusters Score -9675880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -9675884.000000 Penalty: 5627.749023
	Iteration 104Q: 3 clusters Score -9675884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9675879.000000 Penalty: 5627.749023
	Iteration 105Q: 3 clusters Score -9675879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -9675884.000000 Penalty: 5627.749023
	Iteration 106Q: 3 clusters Score -9675884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -9675882.000000 Penalty: 5627.749023
	Iteration 107Q: 3 clusters Score -9675882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -9675878.000000 Penalty: 5627.749023
	Iteration 108Q: 3 clusters Score -9675878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -9675880.000000 Penalty: 5627.749023
	Iteration 109Q: 3 clusters Score -9675880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -9675880.000000 Penalty: 5627.749023
	Iteration 110F: 3 clusters Score -9675880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Entering Unmasked Estep 
Score: -1381631.000000 Penalty: 2343.127930
	Iteration 0F: 2 clusters Score -1381631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1372304.625000 Penalty: 4686.255859
	Iteration 0F: 3 clusters Score -1372305 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1375330.375000 Penalty: 4686.255859
	Iteration 1F: 3 clusters Score -1375330 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1376027.500000 Penalty: 4686.255859
	Iteration 2F: 3 clusters Score -1376028 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1376748.750000 Penalty: 4686.255859
	Iteration 3F: 3 clusters Score -1376749 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1377510.000000 Penalty: 4686.255859
	Iteration 4F: 3 clusters Score -1377510 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1378272.000000 Penalty: 4686.255859
	Iteration 5F: 3 clusters Score -1378272 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1378963.875000 Penalty: 4686.255859
	Iteration 6F: 3 clusters Score -1378964 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1379498.750000 Penalty: 4686.255859
	Iteration 7Q: 3 clusters Score -1379499 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1379865.125000 Penalty: 4686.255859
	Iteration 8Q: 3 clusters Score -1379865 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1380114.000000 Penalty: 4686.255859
	Iteration 9Q: 3 clusters Score -1380114 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1380268.250000 Penalty: 4686.255859
	Iteration 10Q: 3 clusters Score -1380268 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1380355.250000 Penalty: 4686.255859
	Iteration 11Q: 3 clusters Score -1380355 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1380416.250000 Penalty: 4686.255859
	Iteration 12Q: 3 clusters Score -1380416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1380452.875000 Penalty: 4686.255859
	Iteration 13Q: 3 clusters Score -1380453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1380467.750000 Penalty: 4686.255859
	Iteration 14Q: 3 clusters Score -1380468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1380477.625000 Penalty: 4686.255859
	Iteration 15Q: 3 clusters Score -1380478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1380492.625000 Penalty: 4686.255859
	Iteration 16Q: 3 clusters Score -1380493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1380503.250000 Penalty: 4686.255859
	Iteration 17Q: 3 clusters Score -1380503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1380515.250000 Penalty: 4686.255859
	Iteration 18Q: 3 clusters Score -1380515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1380522.500000 Penalty: 4686.255859
	Iteration 19Q: 3 clusters Score -1380522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1380521.875000 Penalty: 4686.255859
	Iteration 20F: 3 clusters Score -1380522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1380526.375000 Penalty: 4686.255859
	Iteration 21Q: 3 clusters Score -1380526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1380526.875000 Penalty: 4686.255859
	Iteration 22Q: 3 clusters Score -1380527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1380528.625000 Penalty: 4686.255859
	Iteration 23Q: 3 clusters Score -1380529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1380531.375000 Penalty: 4686.255859
	Iteration 24Q: 3 clusters Score -1380531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1380532.000000 Penalty: 4686.255859
	Iteration 25Q: 3 clusters Score -1380532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1380531.500000 Penalty: 4686.255859
	Iteration 26Q: 3 clusters Score -1380532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1380532.875000 Penalty: 4686.255859
	Iteration 27Q: 3 clusters Score -1380533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1380532.250000 Penalty: 4686.255859
	Iteration 28Q: 3 clusters Score -1380532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1380534.000000 Penalty: 4686.255859
	Iteration 29Q: 3 clusters Score -1380534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1380536.250000 Penalty: 4686.255859
	Iteration 30Q: 3 clusters Score -1380536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1380536.250000 Penalty: 4686.255859
	Iteration 31Q: 3 clusters Score -1380536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1380536.125000 Penalty: 4686.255859
	Iteration 32Q: 3 clusters Score -1380536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1380533.125000 Penalty: 4686.255859
	Iteration 33Q: 3 clusters Score -1380533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1380535.000000 Penalty: 4686.255859
	Iteration 34Q: 3 clusters Score -1380535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1380533.625000 Penalty: 4686.255859
	Iteration 35Q: 3 clusters Score -1380534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1380536.625000 Penalty: 4686.255859
	Iteration 36Q: 3 clusters Score -1380537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1380537.500000 Penalty: 4686.255859
	Iteration 37Q: 3 clusters Score -1380538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1380535.125000 Penalty: 4686.255859
	Iteration 38Q: 3 clusters Score -1380535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1380536.000000 Penalty: 4686.255859
	Iteration 39Q: 3 clusters Score -1380536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1380538.875000 Penalty: 4686.255859
	Iteration 40F: 3 clusters Score -1380539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1380539.000000 Penalty: 4686.255859
	Iteration 41Q: 3 clusters Score -1380539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1380541.500000 Penalty: 4686.255859
	Iteration 42Q: 3 clusters Score -1380542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1380545.250000 Penalty: 4686.255859
	Iteration 43Q: 3 clusters Score -1380545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1380544.375000 Penalty: 4686.255859
	Iteration 44Q: 3 clusters Score -1380544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1380546.000000 Penalty: 4686.255859
	Iteration 45Q: 3 clusters Score -1380546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1380551.625000 Penalty: 4686.255859
	Iteration 46Q: 3 clusters Score -1380552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1380552.875000 Penalty: 4686.255859
	Iteration 47Q: 3 clusters Score -1380553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1380553.875000 Penalty: 4686.255859
	Iteration 48Q: 3 clusters Score -1380554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1380553.250000 Penalty: 4686.255859
	Iteration 49Q: 3 clusters Score -1380553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1380555.375000 Penalty: 4686.255859
	Iteration 50Q: 3 clusters Score -1380555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1380557.000000 Penalty: 4686.255859
	Iteration 51Q: 3 clusters Score -1380557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1380559.750000 Penalty: 4686.255859
	Iteration 52Q: 3 clusters Score -1380560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1380560.375000 Penalty: 4686.255859
	Iteration 53Q: 3 clusters Score -1380560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1380559.875000 Penalty: 4686.255859
	Iteration 54Q: 3 clusters Score -1380560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1380562.625000 Penalty: 4686.255859
	Iteration 55Q: 3 clusters Score -1380563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1380564.125000 Penalty: 4686.255859
	Iteration 56Q: 3 clusters Score -1380564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1380563.375000 Penalty: 4686.255859
	Iteration 57Q: 3 clusters Score -1380563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1380564.625000 Penalty: 4686.255859
	Iteration 58Q: 3 clusters Score -1380565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1380565.375000 Penalty: 4686.255859
	Iteration 59Q: 3 clusters Score -1380565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1380570.250000 Penalty: 4686.255859
	Iteration 60F: 3 clusters Score -1380570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1380570.375000 Penalty: 4686.255859
	Iteration 61Q: 3 clusters Score -1380570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1380569.250000 Penalty: 4686.255859
	Iteration 62Q: 3 clusters Score -1380569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1380569.375000 Penalty: 4686.255859
	Iteration 63Q: 3 clusters Score -1380569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1380570.125000 Penalty: 4686.255859
	Iteration 64Q: 3 clusters Score -1380570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1380572.125000 Penalty: 4686.255859
	Iteration 65Q: 3 clusters Score -1380572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1380570.750000 Penalty: 4686.255859
	Iteration 66Q: 3 clusters Score -1380571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1380570.750000 Penalty: 4686.255859
	Iteration 67F: 3 clusters Score -1380571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -106407.890625 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -106407.9 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: -104520.570312 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -104520.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105209.164062 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -105209.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105448.960938 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -105449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105727.023438 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -105727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106086.242188 Penalty: 3438.494141
	Iteration 4F: 3 clusters Score -106086.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106388.312500 Penalty: 3438.494141
	Iteration 5F: 3 clusters Score -106388.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106606.953125 Penalty: 3438.494141
	Iteration 6F: 3 clusters Score -106607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -106726.312500 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -106726.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106776.875000 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -106776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106797.304688 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -106797.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -106812.703125 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -106812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106819.765625 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -106819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106825.554688 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -106825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106827.773438 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -106827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106827.773438 Penalty: 3438.494141
	Iteration 14F: 3 clusters Score -106827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 657 members 
Entering Unmasked Estep 
Score: -212294816.000000 Penalty: 370088.218750
Splitting cluster 24 changes total score from -212296448.000000 to -212294816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (33769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Entering Unmasked Estep 
Score: -3880140.250000 Penalty: 2585.969971
	Iteration 0F: 2 clusters Score -3880140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3857066.000000 Penalty: 5171.939941
	Iteration 0F: 3 clusters Score -3857066 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3865603.500000 Penalty: 5171.939941
	Iteration 1F: 3 clusters Score -3865604 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3866129.500000 Penalty: 5171.939941
	Iteration 2Q: 3 clusters Score -3866130 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3866773.250000 Penalty: 5171.939941
	Iteration 3Q: 3 clusters Score -3866773 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3867524.000000 Penalty: 5171.939941
	Iteration 4Q: 3 clusters Score -3867524 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3868597.750000 Penalty: 5171.939941
	Iteration 5F: 3 clusters Score -3868598 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3870151.500000 Penalty: 5171.939941
	Iteration 6F: 3 clusters Score -3870152 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3872047.750000 Penalty: 5171.939941
	Iteration 7F: 3 clusters Score -3872048 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3873901.250000 Penalty: 5171.939941
	Iteration 8F: 3 clusters Score -3873901 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3875388.750000 Penalty: 5171.939941
	Iteration 9F: 3 clusters Score -3875389 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3876461.250000 Penalty: 5171.939941
	Iteration 10Q: 3 clusters Score -3876461 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3877090.000000 Penalty: 5171.939941
	Iteration 11Q: 3 clusters Score -3877090 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3877451.250000 Penalty: 5171.939941
	Iteration 12Q: 3 clusters Score -3877451 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3877644.000000 Penalty: 5171.939941
	Iteration 13Q: 3 clusters Score -3877644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3877753.000000 Penalty: 5171.939941
	Iteration 14Q: 3 clusters Score -3877753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3877815.750000 Penalty: 5171.939941
	Iteration 15Q: 3 clusters Score -3877816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3877865.250000 Penalty: 5171.939941
	Iteration 16Q: 3 clusters Score -3877865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3877892.250000 Penalty: 5171.939941
	Iteration 17Q: 3 clusters Score -3877892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3877906.250000 Penalty: 5171.939941
	Iteration 18Q: 3 clusters Score -3877906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3877926.000000 Penalty: 5171.939941
	Iteration 19Q: 3 clusters Score -3877926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3877936.750000 Penalty: 5171.939941
	Iteration 20F: 3 clusters Score -3877937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3877949.750000 Penalty: 5171.939941
	Iteration 21Q: 3 clusters Score -3877950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3877956.750000 Penalty: 5171.939941
	Iteration 22Q: 3 clusters Score -3877957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3877968.500000 Penalty: 5171.939941
	Iteration 23Q: 3 clusters Score -3877968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3877976.500000 Penalty: 5171.939941
	Iteration 24Q: 3 clusters Score -3877976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3877980.250000 Penalty: 5171.939941
	Iteration 25Q: 3 clusters Score -3877980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3877987.000000 Penalty: 5171.939941
	Iteration 26Q: 3 clusters Score -3877987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3877992.750000 Penalty: 5171.939941
	Iteration 27Q: 3 clusters Score -3877993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3877992.000000 Penalty: 5171.939941
	Iteration 28Q: 3 clusters Score -3877992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3877991.500000 Penalty: 5171.939941
	Iteration 29Q: 3 clusters Score -3877992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3877993.750000 Penalty: 5171.939941
	Iteration 30Q: 3 clusters Score -3877994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3877993.750000 Penalty: 5171.939941
	Iteration 31Q: 3 clusters Score -3877994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3878000.250000 Penalty: 5171.939941
	Iteration 32Q: 3 clusters Score -3878000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3877999.500000 Penalty: 5171.939941
	Iteration 33Q: 3 clusters Score -3878000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3878000.500000 Penalty: 5171.939941
	Iteration 34Q: 3 clusters Score -3878000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3878000.500000 Penalty: 5171.939941
	Iteration 35F: 3 clusters Score -3878000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -97788.187500 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -97788.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -95832.289062 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -95832.29 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96227.343750 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -96227.34 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96387.101562 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -96387.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96474.375000 Penalty: 3481.571045
	Iteration 3F: 3 clusters Score -96474.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96540.054688 Penalty: 3481.571045
	Iteration 4Q: 3 clusters Score -96540.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96586.828125 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -96586.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96616.257812 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -96616.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96630.062500 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -96630.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96642.226562 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -96642.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96659.328125 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -96659.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96672.882812 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -96672.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96680.695312 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -96680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96687.570312 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -96687.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96690.390625 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -96690.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96691.164062 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -96691.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96691.703125 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -96691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96691.703125 Penalty: 3481.571045
	Iteration 16F: 3 clusters Score -96691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -497591.843750 Penalty: 2090.883545
	Iteration 0F: 2 clusters Score -497591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -493418.093750 Penalty: 4181.767090
	Iteration 0F: 3 clusters Score -493418.1 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -494604.750000 Penalty: 4181.767090
	Iteration 1F: 3 clusters Score -494604.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -495200.000000 Penalty: 4181.767090
	Iteration 2F: 3 clusters Score -495200 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -495649.562500 Penalty: 4181.767090
	Iteration 3F: 3 clusters Score -495649.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -495947.468750 Penalty: 4181.767090
	Iteration 4F: 3 clusters Score -495947.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -496144.656250 Penalty: 4181.767090
	Iteration 5F: 3 clusters Score -496144.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -496272.062500 Penalty: 4181.767090
	Iteration 6Q: 3 clusters Score -496272.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -496335.000000 Penalty: 4181.767090
	Iteration 7Q: 3 clusters Score -496335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -496386.000000 Penalty: 4181.767090
	Iteration 8Q: 3 clusters Score -496386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -496419.281250 Penalty: 4181.767090
	Iteration 9Q: 3 clusters Score -496419.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -496435.593750 Penalty: 4181.767090
	Iteration 10Q: 3 clusters Score -496435.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -496444.625000 Penalty: 4181.767090
	Iteration 11Q: 3 clusters Score -496444.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -496451.437500 Penalty: 4181.767090
	Iteration 12Q: 3 clusters Score -496451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -496461.906250 Penalty: 4181.767090
	Iteration 13Q: 3 clusters Score -496461.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -496468.625000 Penalty: 4181.767090
	Iteration 14Q: 3 clusters Score -496468.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -496473.968750 Penalty: 4181.767090
	Iteration 15Q: 3 clusters Score -496474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -496476.937500 Penalty: 4181.767090
	Iteration 16Q: 3 clusters Score -496476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -496478.875000 Penalty: 4181.767090
	Iteration 17Q: 3 clusters Score -496478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -496478.875000 Penalty: 4181.767090
	Iteration 18Q: 3 clusters Score -496478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -496479.843750 Penalty: 4181.767090
	Iteration 19Q: 3 clusters Score -496479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -496479.843750 Penalty: 4181.767090
	Iteration 20F: 3 clusters Score -496479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1052027.500000 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -1052028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1044694.000000 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -1044694 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1046797.312500 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -1046797 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1047153.000000 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -1047153 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1047479.562500 Penalty: 4537.480469
	Iteration 3F: 3 clusters Score -1047480 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1047767.875000 Penalty: 4537.480469
	Iteration 4F: 3 clusters Score -1047768 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1047996.937500 Penalty: 4537.480469
	Iteration 5Q: 3 clusters Score -1047997 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1048176.312500 Penalty: 4537.480469
	Iteration 6Q: 3 clusters Score -1048176 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1048359.750000 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -1048360 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1048542.687500 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -1048543 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1048734.875000 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -1048735 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1048908.500000 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -1048908 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1049086.500000 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -1049086 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1049264.375000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -1049264 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1049422.125000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -1049422 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1049562.750000 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -1049563 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1049657.625000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -1049658 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1049750.500000 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -1049750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1049843.375000 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -1049843 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1049921.750000 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -1049922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1049984.750000 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -1049985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1050025.750000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -1050026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1050050.500000 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -1050050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1050074.500000 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -1050074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1050094.625000 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -1050095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1050123.875000 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -1050124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1050146.625000 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -1050147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1050165.250000 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -1050165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1050175.250000 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -1050175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1050187.375000 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -1050187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1050196.500000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -1050196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1050203.875000 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -1050204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1050208.750000 Penalty: 4537.480469
	Iteration 31Q: 3 clusters Score -1050209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1050212.875000 Penalty: 4537.480469
	Iteration 32Q: 3 clusters Score -1050213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1050213.875000 Penalty: 4537.480469
	Iteration 33Q: 3 clusters Score -1050214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1050213.875000 Penalty: 4537.480469
	Iteration 34F: 3 clusters Score -1050214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172239 members 
Entering Unmasked Estep 
Score: -18281192.000000 Penalty: 2990.046387
	Iteration 0F: 2 clusters Score -1.828119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -18165648.000000 Penalty: 5980.092773
	Iteration 0F: 3 clusters Score -1.816565e+07 nChanged 82669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -18214776.000000 Penalty: 5980.092773
	Iteration 1F: 3 clusters Score -1.821478e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -18216670.000000 Penalty: 5980.092773
	Iteration 2Q: 3 clusters Score -1.821667e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -18219198.000000 Penalty: 5980.092773
	Iteration 3Q: 3 clusters Score -1.82192e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -18222404.000000 Penalty: 5980.092773
	Iteration 4Q: 3 clusters Score -1.82224e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -18226244.000000 Penalty: 5980.092773
	Iteration 5F: 3 clusters Score -1.822624e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -18230558.000000 Penalty: 5980.092773
	Iteration 6F: 3 clusters Score -1.823056e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -18235034.000000 Penalty: 5980.092773
	Iteration 7F: 3 clusters Score -1.823503e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -18239972.000000 Penalty: 5980.092773
	Iteration 8F: 3 clusters Score -1.823997e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -18245034.000000 Penalty: 5980.092773
	Iteration 9F: 3 clusters Score -1.824503e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -18249392.000000 Penalty: 5980.092773
	Iteration 10Q: 3 clusters Score -1.824939e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -18252110.000000 Penalty: 5980.092773
	Iteration 11Q: 3 clusters Score -1.825211e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -18253684.000000 Penalty: 5980.092773
	Iteration 12Q: 3 clusters Score -1.825368e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -18254634.000000 Penalty: 5980.092773
	Iteration 13Q: 3 clusters Score -1.825463e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -18255332.000000 Penalty: 5980.092773
	Iteration 14Q: 3 clusters Score -1.825533e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -18256212.000000 Penalty: 5980.092773
	Iteration 15Q: 3 clusters Score -1.825621e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -18256944.000000 Penalty: 5980.092773
	Iteration 16Q: 3 clusters Score -1.825694e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -18257876.000000 Penalty: 5980.092773
	Iteration 17Q: 3 clusters Score -1.825788e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -18258744.000000 Penalty: 5980.092773
	Iteration 18Q: 3 clusters Score -1.825874e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -18259586.000000 Penalty: 5980.092773
	Iteration 19Q: 3 clusters Score -1.825959e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -18260600.000000 Penalty: 5980.092773
	Iteration 20F: 3 clusters Score -1.82606e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -18261582.000000 Penalty: 5980.092773
	Iteration 21Q: 3 clusters Score -1.826158e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -18262678.000000 Penalty: 5980.092773
	Iteration 22Q: 3 clusters Score -1.826268e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -18263670.000000 Penalty: 5980.092773
	Iteration 23Q: 3 clusters Score -1.826367e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 135151 members 
Entering Unmasked Estep 
Score: -18264636.000000 Penalty: 5980.092773
	Iteration 24Q: 3 clusters Score -1.826464e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -18265730.000000 Penalty: 5980.092773
	Iteration 25Q: 3 clusters Score -1.826573e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 140315 members 
Entering Unmasked Estep 
Score: -18266574.000000 Penalty: 5980.092773
	Iteration 26Q: 3 clusters Score -1.826657e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -18267504.000000 Penalty: 5980.092773
	Iteration 27Q: 3 clusters Score -1.82675e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 145270 members 
Entering Unmasked Estep 
Score: -18268300.000000 Penalty: 5980.092773
	Iteration 28Q: 3 clusters Score -1.82683e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 147586 members 
Entering Unmasked Estep 
Score: -18269170.000000 Penalty: 5980.092773
	Iteration 29Q: 3 clusters Score -1.826917e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 149854 members 
Entering Unmasked Estep 
Score: -18270108.000000 Penalty: 5980.092773
	Iteration 30Q: 3 clusters Score -1.827011e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -18271074.000000 Penalty: 5980.092773
	Iteration 31Q: 3 clusters Score -1.827107e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -18271894.000000 Penalty: 5980.092773
	Iteration 32Q: 3 clusters Score -1.827189e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -18272620.000000 Penalty: 5980.092773
	Iteration 33Q: 3 clusters Score -1.827262e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -18273456.000000 Penalty: 5980.092773
	Iteration 34Q: 3 clusters Score -1.827346e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -18274244.000000 Penalty: 5980.092773
	Iteration 35Q: 3 clusters Score -1.827424e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -18274876.000000 Penalty: 5980.092773
	Iteration 36Q: 3 clusters Score -1.827488e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 163056 members 
Entering Unmasked Estep 
Score: -18275532.000000 Penalty: 5980.092773
	Iteration 37Q: 3 clusters Score -1.827553e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -18276110.000000 Penalty: 5980.092773
	Iteration 38Q: 3 clusters Score -1.827611e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -18276558.000000 Penalty: 5980.092773
	Iteration 39Q: 3 clusters Score -1.827656e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -18276848.000000 Penalty: 5980.092773
	Iteration 40F: 3 clusters Score -1.827685e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -18277188.000000 Penalty: 5980.092773
	Iteration 41Q: 3 clusters Score -1.827719e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -18277592.000000 Penalty: 5980.092773
	Iteration 42Q: 3 clusters Score -1.827759e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -18277826.000000 Penalty: 5980.092773
	Iteration 43Q: 3 clusters Score -1.827783e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 168986 members 
Entering Unmasked Estep 
Score: -18278032.000000 Penalty: 5980.092773
	Iteration 44Q: 3 clusters Score -1.827803e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 169403 members 
Entering Unmasked Estep 
Score: -18278192.000000 Penalty: 5980.092773
	Iteration 45Q: 3 clusters Score -1.827819e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 169734 members 
Entering Unmasked Estep 
Score: -18278344.000000 Penalty: 5980.092773
	Iteration 46Q: 3 clusters Score -1.827834e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -18278452.000000 Penalty: 5980.092773
	Iteration 47Q: 3 clusters Score -1.827845e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -18278564.000000 Penalty: 5980.092773
	Iteration 48Q: 3 clusters Score -1.827856e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -18278684.000000 Penalty: 5980.092773
	Iteration 49Q: 3 clusters Score -1.827868e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 170485 members 
Entering Unmasked Estep 
Score: -18278782.000000 Penalty: 5980.092773
	Iteration 50Q: 3 clusters Score -1.827878e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 170584 members 
Entering Unmasked Estep 
Score: -18278830.000000 Penalty: 5980.092773
	Iteration 51Q: 3 clusters Score -1.827883e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -18278878.000000 Penalty: 5980.092773
	Iteration 52Q: 3 clusters Score -1.827888e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -18278920.000000 Penalty: 5980.092773
	Iteration 53Q: 3 clusters Score -1.827892e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -18278954.000000 Penalty: 5980.092773
	Iteration 54Q: 3 clusters Score -1.827895e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -18278970.000000 Penalty: 5980.092773
	Iteration 55Q: 3 clusters Score -1.827897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 170855 members 
Entering Unmasked Estep 
Score: -18279010.000000 Penalty: 5980.092773
	Iteration 56Q: 3 clusters Score -1.827901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -18279036.000000 Penalty: 5980.092773
	Iteration 57Q: 3 clusters Score -1.827904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 170889 members 
Entering Unmasked Estep 
Score: -18279030.000000 Penalty: 5980.092773
	Iteration 58Q: 3 clusters Score -1.827903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 170901 members 
Entering Unmasked Estep 
Score: -18279042.000000 Penalty: 5980.092773
	Iteration 59Q: 3 clusters Score -1.827904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 170906 members 
Entering Unmasked Estep 
Score: -18279032.000000 Penalty: 5980.092773
	Iteration 60F: 3 clusters Score -1.827903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 170910 members 
Entering Unmasked Estep 
Score: -18279024.000000 Penalty: 5980.092773
	Iteration 61Q: 3 clusters Score -1.827902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -18279036.000000 Penalty: 5980.092773
	Iteration 62Q: 3 clusters Score -1.827904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 170919 members 
Entering Unmasked Estep 
Score: -18279038.000000 Penalty: 5980.092773
	Iteration 63Q: 3 clusters Score -1.827904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 170925 members 
Entering Unmasked Estep 
Score: -18279044.000000 Penalty: 5980.092773
	Iteration 64Q: 3 clusters Score -1.827904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -18279054.000000 Penalty: 5980.092773
	Iteration 65Q: 3 clusters Score -1.827905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 170934 members 
Entering Unmasked Estep 
Score: -18279050.000000 Penalty: 5980.092773
	Iteration 66Q: 3 clusters Score -1.827905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -18279056.000000 Penalty: 5980.092773
	Iteration 67Q: 3 clusters Score -1.827906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -18279058.000000 Penalty: 5980.092773
	Iteration 68Q: 3 clusters Score -1.827906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -18279062.000000 Penalty: 5980.092773
	Iteration 69Q: 3 clusters Score -1.827906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -18279062.000000 Penalty: 5980.092773
	Iteration 70Q: 3 clusters Score -1.827906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 170943 members 
Entering Unmasked Estep 
Score: -18279070.000000 Penalty: 5980.092773
	Iteration 71Q: 3 clusters Score -1.827907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 170943 members 
Entering Unmasked Estep 
Score: -18279074.000000 Penalty: 5980.092773
	Iteration 72Q: 3 clusters Score -1.827907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 170943 members 
Entering Unmasked Estep 
Score: -18279074.000000 Penalty: 5980.092773
	Iteration 73F: 3 clusters Score -1.827907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Entering Unmasked Estep 
Score: -997190.812500 Penalty: 2266.805908
	Iteration 0F: 2 clusters Score -997190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -989991.312500 Penalty: 4533.611816
	Iteration 0F: 3 clusters Score -989991.3 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -992252.562500 Penalty: 4533.611816
	Iteration 1F: 3 clusters Score -992252.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -992732.625000 Penalty: 4533.611816
	Iteration 2F: 3 clusters Score -992732.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -993167.937500 Penalty: 4533.611816
	Iteration 3F: 3 clusters Score -993167.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -993532.750000 Penalty: 4533.611816
	Iteration 4F: 3 clusters Score -993532.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -993861.750000 Penalty: 4533.611816
	Iteration 5F: 3 clusters Score -993861.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -994156.750000 Penalty: 4533.611816
	Iteration 6F: 3 clusters Score -994156.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -994405.437500 Penalty: 4533.611816
	Iteration 7Q: 3 clusters Score -994405.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -994648.312500 Penalty: 4533.611816
	Iteration 8Q: 3 clusters Score -994648.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -994886.062500 Penalty: 4533.611816
	Iteration 9Q: 3 clusters Score -994886.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -995122.125000 Penalty: 4533.611816
	Iteration 10Q: 3 clusters Score -995122.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -995295.750000 Penalty: 4533.611816
	Iteration 11Q: 3 clusters Score -995295.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -995412.812500 Penalty: 4533.611816
	Iteration 12Q: 3 clusters Score -995412.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -995497.625000 Penalty: 4533.611816
	Iteration 13Q: 3 clusters Score -995497.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -995560.750000 Penalty: 4533.611816
	Iteration 14Q: 3 clusters Score -995560.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -995600.875000 Penalty: 4533.611816
	Iteration 15Q: 3 clusters Score -995600.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -995637.562500 Penalty: 4533.611816
	Iteration 16Q: 3 clusters Score -995637.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -995665.937500 Penalty: 4533.611816
	Iteration 17Q: 3 clusters Score -995665.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -995698.125000 Penalty: 4533.611816
	Iteration 18Q: 3 clusters Score -995698.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -995734.250000 Penalty: 4533.611816
	Iteration 19Q: 3 clusters Score -995734.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -995756.062500 Penalty: 4533.611816
	Iteration 20F: 3 clusters Score -995756.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -995774.562500 Penalty: 4533.611816
	Iteration 21Q: 3 clusters Score -995774.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -995789.562500 Penalty: 4533.611816
	Iteration 22Q: 3 clusters Score -995789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -995797.812500 Penalty: 4533.611816
	Iteration 23Q: 3 clusters Score -995797.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -995805.812500 Penalty: 4533.611816
	Iteration 24Q: 3 clusters Score -995805.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -995818.000000 Penalty: 4533.611816
	Iteration 25Q: 3 clusters Score -995818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -995824.000000 Penalty: 4533.611816
	Iteration 26Q: 3 clusters Score -995824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -995835.812500 Penalty: 4533.611816
	Iteration 27Q: 3 clusters Score -995835.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -995840.437500 Penalty: 4533.611816
	Iteration 28Q: 3 clusters Score -995840.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -995845.187500 Penalty: 4533.611816
	Iteration 29Q: 3 clusters Score -995845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -995851.687500 Penalty: 4533.611816
	Iteration 30Q: 3 clusters Score -995851.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -995865.375000 Penalty: 4533.611816
	Iteration 31Q: 3 clusters Score -995865.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -995875.187500 Penalty: 4533.611816
	Iteration 32Q: 3 clusters Score -995875.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -995879.875000 Penalty: 4533.611816
	Iteration 33Q: 3 clusters Score -995879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -995881.437500 Penalty: 4533.611816
	Iteration 34Q: 3 clusters Score -995881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -995885.437500 Penalty: 4533.611816
	Iteration 35Q: 3 clusters Score -995885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -995887.437500 Penalty: 4533.611816
	Iteration 36Q: 3 clusters Score -995887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -995889.375000 Penalty: 4533.611816
	Iteration 37Q: 3 clusters Score -995889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -995891.312500 Penalty: 4533.611816
	Iteration 38Q: 3 clusters Score -995891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -995892.625000 Penalty: 4533.611816
	Iteration 39Q: 3 clusters Score -995892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -995894.312500 Penalty: 4533.611816
	Iteration 40F: 3 clusters Score -995894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -995896.187500 Penalty: 4533.611816
	Iteration 41Q: 3 clusters Score -995896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -995896.312500 Penalty: 4533.611816
	Iteration 42Q: 3 clusters Score -995896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -995895.687500 Penalty: 4533.611816
	Iteration 43Q: 3 clusters Score -995895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -995897.000000 Penalty: 4533.611816
	Iteration 44Q: 3 clusters Score -995897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -995900.187500 Penalty: 4533.611816
	Iteration 45Q: 3 clusters Score -995900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -995900.875000 Penalty: 4533.611816
	Iteration 46Q: 3 clusters Score -995900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -995900.812500 Penalty: 4533.611816
	Iteration 47Q: 3 clusters Score -995900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -995901.437500 Penalty: 4533.611816
	Iteration 48Q: 3 clusters Score -995901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -995900.187500 Penalty: 4533.611816
	Iteration 49Q: 3 clusters Score -995900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -995900.187500 Penalty: 4533.611816
	Iteration 50F: 3 clusters Score -995900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Entering Unmasked Estep 
Score: -1437289.250000 Penalty: 2342.070068
	Iteration 0F: 2 clusters Score -1437289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1427944.500000 Penalty: 4684.140137
	Iteration 0F: 3 clusters Score -1427944 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1430869.375000 Penalty: 4684.140137
	Iteration 1F: 3 clusters Score -1430869 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1431348.000000 Penalty: 4684.140137
	Iteration 2F: 3 clusters Score -1431348 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1431755.125000 Penalty: 4684.140137
	Iteration 3F: 3 clusters Score -1431755 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1432106.625000 Penalty: 4684.140137
	Iteration 4F: 3 clusters Score -1432107 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1432415.125000 Penalty: 4684.140137
	Iteration 5Q: 3 clusters Score -1432415 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1432699.625000 Penalty: 4684.140137
	Iteration 6Q: 3 clusters Score -1432700 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1432912.750000 Penalty: 4684.140137
	Iteration 7Q: 3 clusters Score -1432913 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1433077.750000 Penalty: 4684.140137
	Iteration 8Q: 3 clusters Score -1433078 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1433230.250000 Penalty: 4684.140137
	Iteration 9Q: 3 clusters Score -1433230 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1433347.625000 Penalty: 4684.140137
	Iteration 10Q: 3 clusters Score -1433348 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1433438.375000 Penalty: 4684.140137
	Iteration 11Q: 3 clusters Score -1433438 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1433515.500000 Penalty: 4684.140137
	Iteration 12Q: 3 clusters Score -1433516 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1433585.250000 Penalty: 4684.140137
	Iteration 13Q: 3 clusters Score -1433585 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1433639.875000 Penalty: 4684.140137
	Iteration 14Q: 3 clusters Score -1433640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1433693.625000 Penalty: 4684.140137
	Iteration 15Q: 3 clusters Score -1433694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1433738.875000 Penalty: 4684.140137
	Iteration 16Q: 3 clusters Score -1433739 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1433784.125000 Penalty: 4684.140137
	Iteration 17Q: 3 clusters Score -1433784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1433824.875000 Penalty: 4684.140137
	Iteration 18Q: 3 clusters Score -1433825 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1433862.000000 Penalty: 4684.140137
	Iteration 19Q: 3 clusters Score -1433862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1433898.375000 Penalty: 4684.140137
	Iteration 20F: 3 clusters Score -1433898 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1433957.750000 Penalty: 4684.140137
	Iteration 21Q: 3 clusters Score -1433958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1434011.375000 Penalty: 4684.140137
	Iteration 22Q: 3 clusters Score -1434011 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1434080.125000 Penalty: 4684.140137
	Iteration 23Q: 3 clusters Score -1434080 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1434145.375000 Penalty: 4684.140137
	Iteration 24Q: 3 clusters Score -1434145 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1434206.750000 Penalty: 4684.140137
	Iteration 25Q: 3 clusters Score -1434207 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1434280.875000 Penalty: 4684.140137
	Iteration 26Q: 3 clusters Score -1434281 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1434349.000000 Penalty: 4684.140137
	Iteration 27Q: 3 clusters Score -1434349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1434439.500000 Penalty: 4684.140137
	Iteration 28Q: 3 clusters Score -1434440 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1434531.875000 Penalty: 4684.140137
	Iteration 29Q: 3 clusters Score -1434532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1434616.625000 Penalty: 4684.140137
	Iteration 30Q: 3 clusters Score -1434617 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1434695.375000 Penalty: 4684.140137
	Iteration 31Q: 3 clusters Score -1434695 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1434760.000000 Penalty: 4684.140137
	Iteration 32Q: 3 clusters Score -1434760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1434817.000000 Penalty: 4684.140137
	Iteration 33Q: 3 clusters Score -1434817 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1434875.500000 Penalty: 4684.140137
	Iteration 34Q: 3 clusters Score -1434876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1434937.125000 Penalty: 4684.140137
	Iteration 35Q: 3 clusters Score -1434937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1434972.625000 Penalty: 4684.140137
	Iteration 36Q: 3 clusters Score -1434973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1434996.125000 Penalty: 4684.140137
	Iteration 37Q: 3 clusters Score -1434996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1435019.750000 Penalty: 4684.140137
	Iteration 38Q: 3 clusters Score -1435020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1435037.625000 Penalty: 4684.140137
	Iteration 39Q: 3 clusters Score -1435038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1435056.000000 Penalty: 4684.140137
	Iteration 40F: 3 clusters Score -1435056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1435070.375000 Penalty: 4684.140137
	Iteration 41Q: 3 clusters Score -1435070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1435083.750000 Penalty: 4684.140137
	Iteration 42Q: 3 clusters Score -1435084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1435095.250000 Penalty: 4684.140137
	Iteration 43Q: 3 clusters Score -1435095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1435099.750000 Penalty: 4684.140137
	Iteration 44Q: 3 clusters Score -1435100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1435108.500000 Penalty: 4684.140137
	Iteration 45Q: 3 clusters Score -1435108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1435121.625000 Penalty: 4684.140137
	Iteration 46Q: 3 clusters Score -1435122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1435124.625000 Penalty: 4684.140137
	Iteration 47Q: 3 clusters Score -1435125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1435131.250000 Penalty: 4684.140137
	Iteration 48Q: 3 clusters Score -1435131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1435135.000000 Penalty: 4684.140137
	Iteration 49Q: 3 clusters Score -1435135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1435135.375000 Penalty: 4684.140137
	Iteration 50Q: 3 clusters Score -1435135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1435141.500000 Penalty: 4684.140137
	Iteration 51Q: 3 clusters Score -1435142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1435143.875000 Penalty: 4684.140137
	Iteration 52Q: 3 clusters Score -1435144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1435146.625000 Penalty: 4684.140137
	Iteration 53Q: 3 clusters Score -1435147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1435147.125000 Penalty: 4684.140137
	Iteration 54Q: 3 clusters Score -1435147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1435147.125000 Penalty: 4684.140137
	Iteration 55Q: 3 clusters Score -1435147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1435149.750000 Penalty: 4684.140137
	Iteration 56Q: 3 clusters Score -1435150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1435150.250000 Penalty: 4684.140137
	Iteration 57Q: 3 clusters Score -1435150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1435150.875000 Penalty: 4684.140137
	Iteration 58Q: 3 clusters Score -1435151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1435149.500000 Penalty: 4684.140137
	Iteration 59Q: 3 clusters Score -1435150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1435151.000000 Penalty: 4684.140137
	Iteration 60F: 3 clusters Score -1435151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1435150.625000 Penalty: 4684.140137
	Iteration 61Q: 3 clusters Score -1435151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1435151.000000 Penalty: 4684.140137
	Iteration 62Q: 3 clusters Score -1435151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1435151.000000 Penalty: 4684.140137
	Iteration 63F: 3 clusters Score -1435151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -1098114.875000 Penalty: 2325.715820
	Iteration 0F: 2 clusters Score -1098115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1089289.125000 Penalty: 4651.431641
	Iteration 0F: 3 clusters Score -1089289 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1092316.125000 Penalty: 4651.431641
	Iteration 1F: 3 clusters Score -1092316 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1093060.375000 Penalty: 4651.431641
	Iteration 2F: 3 clusters Score -1093060 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1093706.375000 Penalty: 4651.431641
	Iteration 3F: 3 clusters Score -1093706 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1094207.125000 Penalty: 4651.431641
	Iteration 4F: 3 clusters Score -1094207 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1094615.125000 Penalty: 4651.431641
	Iteration 5F: 3 clusters Score -1094615 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1094936.625000 Penalty: 4651.431641
	Iteration 6Q: 3 clusters Score -1094937 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1095134.375000 Penalty: 4651.431641
	Iteration 7Q: 3 clusters Score -1095134 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1095261.375000 Penalty: 4651.431641
	Iteration 8Q: 3 clusters Score -1095261 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1095350.125000 Penalty: 4651.431641
	Iteration 9Q: 3 clusters Score -1095350 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1095412.250000 Penalty: 4651.431641
	Iteration 10Q: 3 clusters Score -1095412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1095461.125000 Penalty: 4651.431641
	Iteration 11Q: 3 clusters Score -1095461 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1095493.875000 Penalty: 4651.431641
	Iteration 12Q: 3 clusters Score -1095494 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1095518.500000 Penalty: 4651.431641
	Iteration 13Q: 3 clusters Score -1095518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1095535.625000 Penalty: 4651.431641
	Iteration 14Q: 3 clusters Score -1095536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1095552.000000 Penalty: 4651.431641
	Iteration 15Q: 3 clusters Score -1095552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1095573.000000 Penalty: 4651.431641
	Iteration 16Q: 3 clusters Score -1095573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1095584.000000 Penalty: 4651.431641
	Iteration 17Q: 3 clusters Score -1095584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1095597.750000 Penalty: 4651.431641
	Iteration 18Q: 3 clusters Score -1095598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1095612.000000 Penalty: 4651.431641
	Iteration 19Q: 3 clusters Score -1095612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1095625.875000 Penalty: 4651.431641
	Iteration 20F: 3 clusters Score -1095626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1095639.750000 Penalty: 4651.431641
	Iteration 21Q: 3 clusters Score -1095640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1095656.125000 Penalty: 4651.431641
	Iteration 22Q: 3 clusters Score -1095656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1095675.000000 Penalty: 4651.431641
	Iteration 23Q: 3 clusters Score -1095675 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1095691.000000 Penalty: 4651.431641
	Iteration 24Q: 3 clusters Score -1095691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1095703.750000 Penalty: 4651.431641
	Iteration 25Q: 3 clusters Score -1095704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1095719.875000 Penalty: 4651.431641
	Iteration 26Q: 3 clusters Score -1095720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1095743.125000 Penalty: 4651.431641
	Iteration 27Q: 3 clusters Score -1095743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1095761.375000 Penalty: 4651.431641
	Iteration 28Q: 3 clusters Score -1095761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1095782.250000 Penalty: 4651.431641
	Iteration 29Q: 3 clusters Score -1095782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1095797.250000 Penalty: 4651.431641
	Iteration 30Q: 3 clusters Score -1095797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1095813.875000 Penalty: 4651.431641
	Iteration 31Q: 3 clusters Score -1095814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1095828.250000 Penalty: 4651.431641
	Iteration 32Q: 3 clusters Score -1095828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1095845.625000 Penalty: 4651.431641
	Iteration 33Q: 3 clusters Score -1095846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1095861.000000 Penalty: 4651.431641
	Iteration 34Q: 3 clusters Score -1095861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1095879.625000 Penalty: 4651.431641
	Iteration 35Q: 3 clusters Score -1095880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1095898.875000 Penalty: 4651.431641
	Iteration 36Q: 3 clusters Score -1095899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1095916.125000 Penalty: 4651.431641
	Iteration 37Q: 3 clusters Score -1095916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1095933.250000 Penalty: 4651.431641
	Iteration 38Q: 3 clusters Score -1095933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1095945.125000 Penalty: 4651.431641
	Iteration 39Q: 3 clusters Score -1095945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1095967.250000 Penalty: 4651.431641
	Iteration 40F: 3 clusters Score -1095967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1095982.000000 Penalty: 4651.431641
	Iteration 41Q: 3 clusters Score -1095982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1096000.875000 Penalty: 4651.431641
	Iteration 42Q: 3 clusters Score -1096001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1096016.125000 Penalty: 4651.431641
	Iteration 43Q: 3 clusters Score -1096016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1096037.250000 Penalty: 4651.431641
	Iteration 44Q: 3 clusters Score -1096037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1096048.125000 Penalty: 4651.431641
	Iteration 45Q: 3 clusters Score -1096048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1096059.875000 Penalty: 4651.431641
	Iteration 46Q: 3 clusters Score -1096060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1096067.875000 Penalty: 4651.431641
	Iteration 47Q: 3 clusters Score -1096068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1096072.875000 Penalty: 4651.431641
	Iteration 48Q: 3 clusters Score -1096073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1096077.250000 Penalty: 4651.431641
	Iteration 49Q: 3 clusters Score -1096077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1096085.000000 Penalty: 4651.431641
	Iteration 50Q: 3 clusters Score -1096085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1096091.250000 Penalty: 4651.431641
	Iteration 51Q: 3 clusters Score -1096091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1096093.250000 Penalty: 4651.431641
	Iteration 52Q: 3 clusters Score -1096093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1096094.625000 Penalty: 4651.431641
	Iteration 53Q: 3 clusters Score -1096095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1096099.375000 Penalty: 4651.431641
	Iteration 54Q: 3 clusters Score -1096099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1096101.125000 Penalty: 4651.431641
	Iteration 55Q: 3 clusters Score -1096101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1096108.500000 Penalty: 4651.431641
	Iteration 56Q: 3 clusters Score -1096108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1096110.375000 Penalty: 4651.431641
	Iteration 57Q: 3 clusters Score -1096110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1096111.875000 Penalty: 4651.431641
	Iteration 58Q: 3 clusters Score -1096112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1096114.625000 Penalty: 4651.431641
	Iteration 59Q: 3 clusters Score -1096115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1096119.125000 Penalty: 4651.431641
	Iteration 60F: 3 clusters Score -1096119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1096119.500000 Penalty: 4651.431641
	Iteration 61Q: 3 clusters Score -1096120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1096124.250000 Penalty: 4651.431641
	Iteration 62Q: 3 clusters Score -1096124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1096127.875000 Penalty: 4651.431641
	Iteration 63Q: 3 clusters Score -1096128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1096129.625000 Penalty: 4651.431641
	Iteration 64Q: 3 clusters Score -1096130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1096132.500000 Penalty: 4651.431641
	Iteration 65Q: 3 clusters Score -1096132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1096133.750000 Penalty: 4651.431641
	Iteration 66Q: 3 clusters Score -1096134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1096141.250000 Penalty: 4651.431641
	Iteration 67Q: 3 clusters Score -1096141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1096145.375000 Penalty: 4651.431641
	Iteration 68Q: 3 clusters Score -1096145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1096148.625000 Penalty: 4651.431641
	Iteration 69Q: 3 clusters Score -1096149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1096155.375000 Penalty: 4651.431641
	Iteration 70Q: 3 clusters Score -1096155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1096153.000000 Penalty: 4651.431641
	Iteration 71Q: 3 clusters Score -1096153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1096155.500000 Penalty: 4651.431641
	Iteration 72Q: 3 clusters Score -1096156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1096161.000000 Penalty: 4651.431641
	Iteration 73Q: 3 clusters Score -1096161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1096163.125000 Penalty: 4651.431641
	Iteration 74Q: 3 clusters Score -1096163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1096167.625000 Penalty: 4651.431641
	Iteration 75Q: 3 clusters Score -1096168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1096167.875000 Penalty: 4651.431641
	Iteration 76Q: 3 clusters Score -1096168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1096171.875000 Penalty: 4651.431641
	Iteration 77Q: 3 clusters Score -1096172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1096173.500000 Penalty: 4651.431641
	Iteration 78Q: 3 clusters Score -1096174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1096176.500000 Penalty: 4651.431641
	Iteration 79Q: 3 clusters Score -1096176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1096187.750000 Penalty: 4651.431641
	Iteration 80F: 3 clusters Score -1096188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1096195.000000 Penalty: 4651.431641
	Iteration 81Q: 3 clusters Score -1096195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1096201.375000 Penalty: 4651.431641
	Iteration 82Q: 3 clusters Score -1096201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1096208.125000 Penalty: 4651.431641
	Iteration 83Q: 3 clusters Score -1096208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1096212.250000 Penalty: 4651.431641
	Iteration 84Q: 3 clusters Score -1096212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1096211.750000 Penalty: 4651.431641
	Iteration 85Q: 3 clusters Score -1096212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1096221.875000 Penalty: 4651.431641
	Iteration 86Q: 3 clusters Score -1096222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1096226.125000 Penalty: 4651.431641
	Iteration 87Q: 3 clusters Score -1096226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1096232.875000 Penalty: 4651.431641
	Iteration 88Q: 3 clusters Score -1096233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1096243.000000 Penalty: 4651.431641
	Iteration 89Q: 3 clusters Score -1096243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1096246.250000 Penalty: 4651.431641
	Iteration 90Q: 3 clusters Score -1096246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1096251.125000 Penalty: 4651.431641
	Iteration 91Q: 3 clusters Score -1096251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1096255.125000 Penalty: 4651.431641
	Iteration 92Q: 3 clusters Score -1096255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1096257.625000 Penalty: 4651.431641
	Iteration 93Q: 3 clusters Score -1096258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1096264.500000 Penalty: 4651.431641
	Iteration 94Q: 3 clusters Score -1096264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1096270.625000 Penalty: 4651.431641
	Iteration 95Q: 3 clusters Score -1096271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1096274.875000 Penalty: 4651.431641
	Iteration 96Q: 3 clusters Score -1096275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1096278.000000 Penalty: 4651.431641
	Iteration 97Q: 3 clusters Score -1096278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1096283.750000 Penalty: 4651.431641
	Iteration 98Q: 3 clusters Score -1096284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1096287.500000 Penalty: 4651.431641
	Iteration 99Q: 3 clusters Score -1096288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1096294.000000 Penalty: 4651.431641
	Iteration 100F: 3 clusters Score -1096294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1096296.875000 Penalty: 4651.431641
	Iteration 101Q: 3 clusters Score -1096297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1096304.000000 Penalty: 4651.431641
	Iteration 102Q: 3 clusters Score -1096304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1096311.125000 Penalty: 4651.431641
	Iteration 103Q: 3 clusters Score -1096311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1096316.875000 Penalty: 4651.431641
	Iteration 104Q: 3 clusters Score -1096317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1096324.875000 Penalty: 4651.431641
	Iteration 105Q: 3 clusters Score -1096325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1096331.375000 Penalty: 4651.431641
	Iteration 106Q: 3 clusters Score -1096331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1096341.000000 Penalty: 4651.431641
	Iteration 107Q: 3 clusters Score -1096341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1096350.375000 Penalty: 4651.431641
	Iteration 108Q: 3 clusters Score -1096350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1096360.250000 Penalty: 4651.431641
	Iteration 109Q: 3 clusters Score -1096360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1096369.625000 Penalty: 4651.431641
	Iteration 110Q: 3 clusters Score -1096370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1096385.250000 Penalty: 4651.431641
	Iteration 111Q: 3 clusters Score -1096385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1096398.125000 Penalty: 4651.431641
	Iteration 112Q: 3 clusters Score -1096398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1096408.250000 Penalty: 4651.431641
	Iteration 113Q: 3 clusters Score -1096408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1096416.625000 Penalty: 4651.431641
	Iteration 114Q: 3 clusters Score -1096417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1096424.500000 Penalty: 4651.431641
	Iteration 115Q: 3 clusters Score -1096424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1096434.000000 Penalty: 4651.431641
	Iteration 116Q: 3 clusters Score -1096434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1096445.125000 Penalty: 4651.431641
	Iteration 117Q: 3 clusters Score -1096445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1096455.625000 Penalty: 4651.431641
	Iteration 118Q: 3 clusters Score -1096456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1096459.750000 Penalty: 4651.431641
	Iteration 119Q: 3 clusters Score -1096460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1096465.750000 Penalty: 4651.431641
	Iteration 120F: 3 clusters Score -1096466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1096471.875000 Penalty: 4651.431641
	Iteration 121Q: 3 clusters Score -1096472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1096475.750000 Penalty: 4651.431641
	Iteration 122Q: 3 clusters Score -1096476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1096478.750000 Penalty: 4651.431641
	Iteration 123Q: 3 clusters Score -1096479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1096480.125000 Penalty: 4651.431641
	Iteration 124Q: 3 clusters Score -1096480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1096484.625000 Penalty: 4651.431641
	Iteration 125Q: 3 clusters Score -1096485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1096484.375000 Penalty: 4651.431641
	Iteration 126Q: 3 clusters Score -1096484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1096488.875000 Penalty: 4651.431641
	Iteration 127Q: 3 clusters Score -1096489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1096488.750000 Penalty: 4651.431641
	Iteration 128Q: 3 clusters Score -1096489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1096493.500000 Penalty: 4651.431641
	Iteration 129Q: 3 clusters Score -1096494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1096494.000000 Penalty: 4651.431641
	Iteration 130Q: 3 clusters Score -1096494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1096496.250000 Penalty: 4651.431641
	Iteration 131Q: 3 clusters Score -1096496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1096497.125000 Penalty: 4651.431641
	Iteration 132Q: 3 clusters Score -1096497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1096502.125000 Penalty: 4651.431641
	Iteration 133Q: 3 clusters Score -1096502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1096505.250000 Penalty: 4651.431641
	Iteration 134Q: 3 clusters Score -1096505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1096506.000000 Penalty: 4651.431641
	Iteration 135Q: 3 clusters Score -1096506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1096511.500000 Penalty: 4651.431641
	Iteration 136Q: 3 clusters Score -1096512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1096514.625000 Penalty: 4651.431641
	Iteration 137Q: 3 clusters Score -1096515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1096516.000000 Penalty: 4651.431641
	Iteration 138Q: 3 clusters Score -1096516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1096518.750000 Penalty: 4651.431641
	Iteration 139Q: 3 clusters Score -1096519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1096516.375000 Penalty: 4651.431641
	Iteration 140F: 3 clusters Score -1096516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1096517.375000 Penalty: 4651.431641
	Iteration 141Q: 3 clusters Score -1096517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1096517.375000 Penalty: 4651.431641
	Iteration 142F: 3 clusters Score -1096517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (132728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132728 members 
Entering Unmasked Estep 
Score: -15398084.000000 Penalty: 2925.422119
	Iteration 0F: 2 clusters Score -1.539808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -15309328.000000 Penalty: 5850.844238
	Iteration 0F: 3 clusters Score -1.530933e+07 nChanged 62902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -15345192.000000 Penalty: 5850.844238
	Iteration 1F: 3 clusters Score -1.534519e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -15345924.000000 Penalty: 5850.844238
	Iteration 2Q: 3 clusters Score -1.534592e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -15346765.000000 Penalty: 5850.844238
	Iteration 3Q: 3 clusters Score -1.534676e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -15347698.000000 Penalty: 5850.844238
	Iteration 4Q: 3 clusters Score -1.53477e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -15348930.000000 Penalty: 5850.844238
	Iteration 5Q: 3 clusters Score -1.534893e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -15350129.000000 Penalty: 5850.844238
	Iteration 6Q: 3 clusters Score -1.535013e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -15351662.000000 Penalty: 5850.844238
	Iteration 7Q: 3 clusters Score -1.535166e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -15353339.000000 Penalty: 5850.844238
	Iteration 8Q: 3 clusters Score -1.535334e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -15355258.000000 Penalty: 5850.844238
	Iteration 9Q: 3 clusters Score -1.535526e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -15357819.000000 Penalty: 5850.844238
	Iteration 10Q: 3 clusters Score -1.535782e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -15360931.000000 Penalty: 5850.844238
	Iteration 11Q: 3 clusters Score -1.536093e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -15364707.000000 Penalty: 5850.844238
	Iteration 12F: 3 clusters Score -1.536471e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -15368438.000000 Penalty: 5850.844238
	Iteration 13Q: 3 clusters Score -1.536844e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -15370966.000000 Penalty: 5850.844238
	Iteration 14Q: 3 clusters Score -1.537097e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -15372019.000000 Penalty: 5850.844238
	Iteration 15Q: 3 clusters Score -1.537202e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -15372421.000000 Penalty: 5850.844238
	Iteration 16Q: 3 clusters Score -1.537242e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -15372591.000000 Penalty: 5850.844238
	Iteration 17Q: 3 clusters Score -1.537259e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -15372663.000000 Penalty: 5850.844238
	Iteration 18Q: 3 clusters Score -1.537266e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -15372680.000000 Penalty: 5850.844238
	Iteration 19Q: 3 clusters Score -1.537268e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -15372757.000000 Penalty: 5850.844238
	Iteration 20F: 3 clusters Score -1.537276e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -15372809.000000 Penalty: 5850.844238
	Iteration 21Q: 3 clusters Score -1.537281e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -15372878.000000 Penalty: 5850.844238
	Iteration 22Q: 3 clusters Score -1.537288e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -15372944.000000 Penalty: 5850.844238
	Iteration 23Q: 3 clusters Score -1.537294e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -15373082.000000 Penalty: 5850.844238
	Iteration 24Q: 3 clusters Score -1.537308e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -15373193.000000 Penalty: 5850.844238
	Iteration 25Q: 3 clusters Score -1.537319e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -15373308.000000 Penalty: 5850.844238
	Iteration 26Q: 3 clusters Score -1.537331e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -15373486.000000 Penalty: 5850.844238
	Iteration 27Q: 3 clusters Score -1.537349e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -15373646.000000 Penalty: 5850.844238
	Iteration 28Q: 3 clusters Score -1.537365e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -15373788.000000 Penalty: 5850.844238
	Iteration 29Q: 3 clusters Score -1.537379e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -15373884.000000 Penalty: 5850.844238
	Iteration 30Q: 3 clusters Score -1.537388e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -15374110.000000 Penalty: 5850.844238
	Iteration 31Q: 3 clusters Score -1.537411e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -15374488.000000 Penalty: 5850.844238
	Iteration 32Q: 3 clusters Score -1.537449e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -15374729.000000 Penalty: 5850.844238
	Iteration 33Q: 3 clusters Score -1.537473e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -15375029.000000 Penalty: 5850.844238
	Iteration 34Q: 3 clusters Score -1.537503e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -15375308.000000 Penalty: 5850.844238
	Iteration 35Q: 3 clusters Score -1.537531e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -15375627.000000 Penalty: 5850.844238
	Iteration 36Q: 3 clusters Score -1.537563e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -15376039.000000 Penalty: 5850.844238
	Iteration 37Q: 3 clusters Score -1.537604e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -15376559.000000 Penalty: 5850.844238
	Iteration 38Q: 3 clusters Score -1.537656e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -15377042.000000 Penalty: 5850.844238
	Iteration 39Q: 3 clusters Score -1.537704e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -15377661.000000 Penalty: 5850.844238
	Iteration 40F: 3 clusters Score -1.537766e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -15378406.000000 Penalty: 5850.844238
	Iteration 41Q: 3 clusters Score -1.537841e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -15379197.000000 Penalty: 5850.844238
	Iteration 42Q: 3 clusters Score -1.53792e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -15380081.000000 Penalty: 5850.844238
	Iteration 43Q: 3 clusters Score -1.538008e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -15381131.000000 Penalty: 5850.844238
	Iteration 44Q: 3 clusters Score -1.538113e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -15382258.000000 Penalty: 5850.844238
	Iteration 45Q: 3 clusters Score -1.538226e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -15383350.000000 Penalty: 5850.844238
	Iteration 46Q: 3 clusters Score -1.538335e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -15384555.000000 Penalty: 5850.844238
	Iteration 47Q: 3 clusters Score -1.538456e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -15385791.000000 Penalty: 5850.844238
	Iteration 48Q: 3 clusters Score -1.538579e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116675 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -15387195.000000 Penalty: 5850.844238
	Iteration 49Q: 3 clusters Score -1.53872e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -15388419.000000 Penalty: 5850.844238
	Iteration 50Q: 3 clusters Score -1.538842e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -15389684.000000 Penalty: 5850.844238
	Iteration 51Q: 3 clusters Score -1.538968e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -15390904.000000 Penalty: 5850.844238
	Iteration 52Q: 3 clusters Score -1.53909e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124795 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -15391950.000000 Penalty: 5850.844238
	Iteration 53Q: 3 clusters Score -1.539195e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126140 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -15392759.000000 Penalty: 5850.844238
	Iteration 54Q: 3 clusters Score -1.539276e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127258 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -15393472.000000 Penalty: 5850.844238
	Iteration 55Q: 3 clusters Score -1.539347e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -15393981.000000 Penalty: 5850.844238
	Iteration 56Q: 3 clusters Score -1.539398e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -15394437.000000 Penalty: 5850.844238
	Iteration 57Q: 3 clusters Score -1.539444e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129408 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -15394798.000000 Penalty: 5850.844238
	Iteration 58Q: 3 clusters Score -1.53948e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129836 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -15395052.000000 Penalty: 5850.844238
	Iteration 59Q: 3 clusters Score -1.539505e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -15395244.000000 Penalty: 5850.844238
	Iteration 60F: 3 clusters Score -1.539524e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -15395342.000000 Penalty: 5850.844238
	Iteration 61Q: 3 clusters Score -1.539534e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -15395467.000000 Penalty: 5850.844238
	Iteration 62Q: 3 clusters Score -1.539547e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -15395530.000000 Penalty: 5850.844238
	Iteration 63Q: 3 clusters Score -1.539553e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15395584.000000 Penalty: 5850.844238
	Iteration 64Q: 3 clusters Score -1.539558e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -15395624.000000 Penalty: 5850.844238
	Iteration 65Q: 3 clusters Score -1.539562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131029 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15395639.000000 Penalty: 5850.844238
	Iteration 66Q: 3 clusters Score -1.539564e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15395649.000000 Penalty: 5850.844238
	Iteration 67Q: 3 clusters Score -1.539565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15395683.000000 Penalty: 5850.844238
	Iteration 68Q: 3 clusters Score -1.539568e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131180 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -15395705.000000 Penalty: 5850.844238
	Iteration 69Q: 3 clusters Score -1.53957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131220 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15395717.000000 Penalty: 5850.844238
	Iteration 70Q: 3 clusters Score -1.539572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15395725.000000 Penalty: 5850.844238
	Iteration 71Q: 3 clusters Score -1.539572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -15395747.000000 Penalty: 5850.844238
	Iteration 72Q: 3 clusters Score -1.539575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15395758.000000 Penalty: 5850.844238
	Iteration 73Q: 3 clusters Score -1.539576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15395767.000000 Penalty: 5850.844238
	Iteration 74Q: 3 clusters Score -1.539577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -15395789.000000 Penalty: 5850.844238
	Iteration 75Q: 3 clusters Score -1.539579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131361 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15395778.000000 Penalty: 5850.844238
	Iteration 76Q: 3 clusters Score -1.539578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15395797.000000 Penalty: 5850.844238
	Iteration 77Q: 3 clusters Score -1.53958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15395796.000000 Penalty: 5850.844238
	Iteration 78Q: 3 clusters Score -1.53958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131405 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15395802.000000 Penalty: 5850.844238
	Iteration 79Q: 3 clusters Score -1.53958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15395803.000000 Penalty: 5850.844238
	Iteration 80F: 3 clusters Score -1.53958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131410 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15395804.000000 Penalty: 5850.844238
	Iteration 81Q: 3 clusters Score -1.53958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131410 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15395804.000000 Penalty: 5850.844238
	Iteration 82F: 3 clusters Score -1.53958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (140814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140814 members 
Entering Unmasked Estep 
Score: -16236153.000000 Penalty: 2940.088379
	Iteration 0F: 2 clusters Score -1.623615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -16142099.000000 Penalty: 5880.176758
	Iteration 0F: 3 clusters Score -1.61421e+07 nChanged 67237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -16180698.000000 Penalty: 5880.176758
	Iteration 1F: 3 clusters Score -1.61807e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -16181731.000000 Penalty: 5880.176758
	Iteration 2Q: 3 clusters Score -1.618173e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -16183198.000000 Penalty: 5880.176758
	Iteration 3Q: 3 clusters Score -1.61832e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -16185561.000000 Penalty: 5880.176758
	Iteration 4Q: 3 clusters Score -1.618556e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -16189590.000000 Penalty: 5880.176758
	Iteration 5F: 3 clusters Score -1.618959e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -16195897.000000 Penalty: 5880.176758
	Iteration 6F: 3 clusters Score -1.61959e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -16205000.000000 Penalty: 5880.176758
	Iteration 7F: 3 clusters Score -1.6205e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -16216036.000000 Penalty: 5880.176758
	Iteration 8F: 3 clusters Score -1.621604e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131921 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -16225059.000000 Penalty: 5880.176758
	Iteration 9F: 3 clusters Score -1.622506e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -16230381.000000 Penalty: 5880.176758
	Iteration 10Q: 3 clusters Score -1.623038e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139566 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16232439.000000 Penalty: 5880.176758
	Iteration 11Q: 3 clusters Score -1.623244e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16233167.000000 Penalty: 5880.176758
	Iteration 12Q: 3 clusters Score -1.623317e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16233384.000000 Penalty: 5880.176758
	Iteration 13Q: 3 clusters Score -1.623338e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16233445.000000 Penalty: 5880.176758
	Iteration 14Q: 3 clusters Score -1.623344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140536 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16233478.000000 Penalty: 5880.176758
	Iteration 15Q: 3 clusters Score -1.623348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16233492.000000 Penalty: 5880.176758
	Iteration 16Q: 3 clusters Score -1.623349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140554 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16233512.000000 Penalty: 5880.176758
	Iteration 17Q: 3 clusters Score -1.623351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16233515.000000 Penalty: 5880.176758
	Iteration 18Q: 3 clusters Score -1.623352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16233520.000000 Penalty: 5880.176758
	Iteration 19Q: 3 clusters Score -1.623352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16233536.000000 Penalty: 5880.176758
	Iteration 20F: 3 clusters Score -1.623354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16233534.000000 Penalty: 5880.176758
	Iteration 21Q: 3 clusters Score -1.623353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16233553.000000 Penalty: 5880.176758
	Iteration 22Q: 3 clusters Score -1.623355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16233563.000000 Penalty: 5880.176758
	Iteration 23Q: 3 clusters Score -1.623356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16233560.000000 Penalty: 5880.176758
	Iteration 24Q: 3 clusters Score -1.623356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16233565.000000 Penalty: 5880.176758
	Iteration 25Q: 3 clusters Score -1.623356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16233574.000000 Penalty: 5880.176758
	Iteration 26Q: 3 clusters Score -1.623357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140579 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16233574.000000 Penalty: 5880.176758
	Iteration 27F: 3 clusters Score -1.623357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (24981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Entering Unmasked Estep 
Score: -2580957.500000 Penalty: 2511.215820
	Iteration 0F: 2 clusters Score -2580958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2563731.500000 Penalty: 5022.431641
	Iteration 0F: 3 clusters Score -2563732 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2570487.250000 Penalty: 5022.431641
	Iteration 1F: 3 clusters Score -2570487 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2571795.750000 Penalty: 5022.431641
	Iteration 2F: 3 clusters Score -2571796 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2573174.000000 Penalty: 5022.431641
	Iteration 3F: 3 clusters Score -2573174 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2574421.250000 Penalty: 5022.431641
	Iteration 4F: 3 clusters Score -2574421 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2575310.000000 Penalty: 5022.431641
	Iteration 5F: 3 clusters Score -2575310 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2575955.500000 Penalty: 5022.431641
	Iteration 6F: 3 clusters Score -2575956 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2576395.000000 Penalty: 5022.431641
	Iteration 7Q: 3 clusters Score -2576395 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2576680.000000 Penalty: 5022.431641
	Iteration 8Q: 3 clusters Score -2576680 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2576912.250000 Penalty: 5022.431641
	Iteration 9Q: 3 clusters Score -2576912 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2577092.750000 Penalty: 5022.431641
	Iteration 10Q: 3 clusters Score -2577093 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2577283.250000 Penalty: 5022.431641
	Iteration 11Q: 3 clusters Score -2577283 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2577457.250000 Penalty: 5022.431641
	Iteration 12Q: 3 clusters Score -2577457 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2577603.000000 Penalty: 5022.431641
	Iteration 13Q: 3 clusters Score -2577603 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2577755.750000 Penalty: 5022.431641
	Iteration 14Q: 3 clusters Score -2577756 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2577907.750000 Penalty: 5022.431641
	Iteration 15Q: 3 clusters Score -2577908 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2578052.500000 Penalty: 5022.431641
	Iteration 16Q: 3 clusters Score -2578052 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2578175.000000 Penalty: 5022.431641
	Iteration 17Q: 3 clusters Score -2578175 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2578287.000000 Penalty: 5022.431641
	Iteration 18Q: 3 clusters Score -2578287 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2578392.750000 Penalty: 5022.431641
	Iteration 19Q: 3 clusters Score -2578393 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2578513.250000 Penalty: 5022.431641
	Iteration 20F: 3 clusters Score -2578513 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2578659.750000 Penalty: 5022.431641
	Iteration 21Q: 3 clusters Score -2578660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2578773.250000 Penalty: 5022.431641
	Iteration 22Q: 3 clusters Score -2578773 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2578874.750000 Penalty: 5022.431641
	Iteration 23Q: 3 clusters Score -2578875 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2578976.000000 Penalty: 5022.431641
	Iteration 24Q: 3 clusters Score -2578976 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2579044.750000 Penalty: 5022.431641
	Iteration 25Q: 3 clusters Score -2579045 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2579125.750000 Penalty: 5022.431641
	Iteration 26Q: 3 clusters Score -2579126 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2579208.250000 Penalty: 5022.431641
	Iteration 27Q: 3 clusters Score -2579208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2579301.500000 Penalty: 5022.431641
	Iteration 28Q: 3 clusters Score -2579302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2579368.000000 Penalty: 5022.431641
	Iteration 29Q: 3 clusters Score -2579368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2579434.750000 Penalty: 5022.431641
	Iteration 30Q: 3 clusters Score -2579435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2579509.500000 Penalty: 5022.431641
	Iteration 31Q: 3 clusters Score -2579510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2579595.750000 Penalty: 5022.431641
	Iteration 32Q: 3 clusters Score -2579596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2579722.000000 Penalty: 5022.431641
	Iteration 33Q: 3 clusters Score -2579722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2579855.250000 Penalty: 5022.431641
	Iteration 34Q: 3 clusters Score -2579855 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2580003.000000 Penalty: 5022.431641
	Iteration 35Q: 3 clusters Score -2580003 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2580154.750000 Penalty: 5022.431641
	Iteration 36Q: 3 clusters Score -2580155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2580233.500000 Penalty: 5022.431641
	Iteration 37Q: 3 clusters Score -2580234 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2580314.750000 Penalty: 5022.431641
	Iteration 38Q: 3 clusters Score -2580315 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2580370.250000 Penalty: 5022.431641
	Iteration 39Q: 3 clusters Score -2580370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2580426.500000 Penalty: 5022.431641
	Iteration 40F: 3 clusters Score -2580426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2580483.500000 Penalty: 5022.431641
	Iteration 41Q: 3 clusters Score -2580484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2580507.000000 Penalty: 5022.431641
	Iteration 42Q: 3 clusters Score -2580507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2580540.750000 Penalty: 5022.431641
	Iteration 43Q: 3 clusters Score -2580541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2580555.000000 Penalty: 5022.431641
	Iteration 44Q: 3 clusters Score -2580555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2580560.750000 Penalty: 5022.431641
	Iteration 45Q: 3 clusters Score -2580561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2580575.000000 Penalty: 5022.431641
	Iteration 46Q: 3 clusters Score -2580575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2580579.250000 Penalty: 5022.431641
	Iteration 47Q: 3 clusters Score -2580579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2580582.500000 Penalty: 5022.431641
	Iteration 48Q: 3 clusters Score -2580582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2580585.750000 Penalty: 5022.431641
	Iteration 49Q: 3 clusters Score -2580586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2580586.250000 Penalty: 5022.431641
	Iteration 50Q: 3 clusters Score -2580586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2580586.250000 Penalty: 5022.431641
	Iteration 51F: 3 clusters Score -2580586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -651489.250000 Penalty: 2169.382812
	Iteration 0F: 2 clusters Score -651489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -646139.937500 Penalty: 4338.765625
	Iteration 0F: 3 clusters Score -646139.9 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -647701.375000 Penalty: 4338.765625
	Iteration 1F: 3 clusters Score -647701.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -648154.562500 Penalty: 4338.765625
	Iteration 2F: 3 clusters Score -648154.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -648485.750000 Penalty: 4338.765625
	Iteration 3F: 3 clusters Score -648485.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -648747.625000 Penalty: 4338.765625
	Iteration 4F: 3 clusters Score -648747.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -648995.437500 Penalty: 4338.765625
	Iteration 5F: 3 clusters Score -648995.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -649247.750000 Penalty: 4338.765625
	Iteration 6Q: 3 clusters Score -649247.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -649475.375000 Penalty: 4338.765625
	Iteration 7Q: 3 clusters Score -649475.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -649675.437500 Penalty: 4338.765625
	Iteration 8Q: 3 clusters Score -649675.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -649854.625000 Penalty: 4338.765625
	Iteration 9Q: 3 clusters Score -649854.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -650045.625000 Penalty: 4338.765625
	Iteration 10Q: 3 clusters Score -650045.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -650226.125000 Penalty: 4338.765625
	Iteration 11Q: 3 clusters Score -650226.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -650392.562500 Penalty: 4338.765625
	Iteration 12Q: 3 clusters Score -650392.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -650538.312500 Penalty: 4338.765625
	Iteration 13Q: 3 clusters Score -650538.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -650649.250000 Penalty: 4338.765625
	Iteration 14Q: 3 clusters Score -650649.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -650779.000000 Penalty: 4338.765625
	Iteration 15Q: 3 clusters Score -650779 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -650904.875000 Penalty: 4338.765625
	Iteration 16Q: 3 clusters Score -650904.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -651041.250000 Penalty: 4338.765625
	Iteration 17Q: 3 clusters Score -651041.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -651176.187500 Penalty: 4338.765625
	Iteration 18Q: 3 clusters Score -651176.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -651286.875000 Penalty: 4338.765625
	Iteration 19Q: 3 clusters Score -651286.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -651389.250000 Penalty: 4338.765625
	Iteration 20F: 3 clusters Score -651389.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -651452.562500 Penalty: 4338.765625
	Iteration 21Q: 3 clusters Score -651452.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -651512.562500 Penalty: 4338.765625
	Iteration 22Q: 3 clusters Score -651512.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -651550.937500 Penalty: 4338.765625
	Iteration 23Q: 3 clusters Score -651550.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -651578.437500 Penalty: 4338.765625
	Iteration 24Q: 3 clusters Score -651578.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -651603.125000 Penalty: 4338.765625
	Iteration 25Q: 3 clusters Score -651603.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -651620.000000 Penalty: 4338.765625
	Iteration 26Q: 3 clusters Score -651620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -651628.875000 Penalty: 4338.765625
	Iteration 27Q: 3 clusters Score -651628.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -651639.125000 Penalty: 4338.765625
	Iteration 28Q: 3 clusters Score -651639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -651646.625000 Penalty: 4338.765625
	Iteration 29Q: 3 clusters Score -651646.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -651657.125000 Penalty: 4338.765625
	Iteration 30Q: 3 clusters Score -651657.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -651660.562500 Penalty: 4338.765625
	Iteration 31Q: 3 clusters Score -651660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -651661.375000 Penalty: 4338.765625
	Iteration 32Q: 3 clusters Score -651661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -651664.937500 Penalty: 4338.765625
	Iteration 33Q: 3 clusters Score -651664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -651666.562500 Penalty: 4338.765625
	Iteration 34Q: 3 clusters Score -651666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -651669.875000 Penalty: 4338.765625
	Iteration 35Q: 3 clusters Score -651669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -651671.625000 Penalty: 4338.765625
	Iteration 36Q: 3 clusters Score -651671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -651672.062500 Penalty: 4338.765625
	Iteration 37Q: 3 clusters Score -651672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -651674.625000 Penalty: 4338.765625
	Iteration 38Q: 3 clusters Score -651674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -651676.312500 Penalty: 4338.765625
	Iteration 39Q: 3 clusters Score -651676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -651677.250000 Penalty: 4338.765625
	Iteration 40F: 3 clusters Score -651677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -651678.812500 Penalty: 4338.765625
	Iteration 41Q: 3 clusters Score -651678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -651678.812500 Penalty: 4338.765625
	Iteration 42F: 3 clusters Score -651678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 4563 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 1732 members 
Entering Unmasked Estep 
Score: -212295856.000000 Penalty: 370088.218750
Splitting cluster 36 changes total score from -212296448.000000 to -212295856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -416079.406250 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -416079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -412325.031250 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -412325 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -413153.750000 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -413153.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413398.656250 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -413398.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413583.281250 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -413583.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -413732.437500 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -413732.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -413867.718750 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -413867.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -414009.718750 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -414009.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -414151.968750 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -414152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -414304.406250 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -414304.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -414506.156250 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -414506.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -414756.343750 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -414756.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -414983.343750 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -414983.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -415125.875000 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -415125.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -415226.093750 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -415226.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -415298.937500 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -415298.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -415362.937500 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -415362.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -415413.906250 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -415413.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -415452.625000 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -415452.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -415493.375000 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -415493.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -415521.187500 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -415521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -415538.406250 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -415538.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -415553.093750 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -415553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -415566.343750 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -415566.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -415581.156250 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -415581.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -415595.500000 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -415595.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -415607.562500 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -415607.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -415621.031250 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -415621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -415626.843750 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -415626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -415629.781250 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -415629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -415634.968750 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -415635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -415638.875000 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -415638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -415642.125000 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -415642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -415645.406250 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -415645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -415650.281250 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -415650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -415654.968750 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -415655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -415657.031250 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -415657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -415660.406250 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -415660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -415661.875000 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -415661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -415662.656250 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -415662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -415662.812500 Penalty: 4080.114746
	Iteration 39Q: 3 clusters Score -415662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -415663.031250 Penalty: 4080.114746
	Iteration 40F: 3 clusters Score -415663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Entering Unmasked Estep 
Score: -2721177.500000 Penalty: 2496.912598
	Iteration 0F: 2 clusters Score -2721178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2704863.000000 Penalty: 4993.825195
	Iteration 0F: 3 clusters Score -2704863 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2710463.000000 Penalty: 4993.825195
	Iteration 1F: 3 clusters Score -2710463 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2710861.250000 Penalty: 4993.825195
	Iteration 2Q: 3 clusters Score -2710861 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2711216.000000 Penalty: 4993.825195
	Iteration 3Q: 3 clusters Score -2711216 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2711542.500000 Penalty: 4993.825195
	Iteration 4Q: 3 clusters Score -2711542 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2711906.750000 Penalty: 4993.825195
	Iteration 5Q: 3 clusters Score -2711907 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2712300.500000 Penalty: 4993.825195
	Iteration 6Q: 3 clusters Score -2712300 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2712746.250000 Penalty: 4993.825195
	Iteration 7Q: 3 clusters Score -2712746 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2713277.750000 Penalty: 4993.825195
	Iteration 8Q: 3 clusters Score -2713278 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2713944.250000 Penalty: 4993.825195
	Iteration 9Q: 3 clusters Score -2713944 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2714739.250000 Penalty: 4993.825195
	Iteration 10F: 3 clusters Score -2714739 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2715623.000000 Penalty: 4993.825195
	Iteration 11F: 3 clusters Score -2715623 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2716526.500000 Penalty: 4993.825195
	Iteration 12F: 3 clusters Score -2716526 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2717312.750000 Penalty: 4993.825195
	Iteration 13Q: 3 clusters Score -2717313 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2717933.500000 Penalty: 4993.825195
	Iteration 14Q: 3 clusters Score -2717934 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2718380.250000 Penalty: 4993.825195
	Iteration 15Q: 3 clusters Score -2718380 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2718671.500000 Penalty: 4993.825195
	Iteration 16Q: 3 clusters Score -2718672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2718830.000000 Penalty: 4993.825195
	Iteration 17Q: 3 clusters Score -2718830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2718929.000000 Penalty: 4993.825195
	Iteration 18Q: 3 clusters Score -2718929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2718986.250000 Penalty: 4993.825195
	Iteration 19Q: 3 clusters Score -2718986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2719032.750000 Penalty: 4993.825195
	Iteration 20F: 3 clusters Score -2719033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2719058.500000 Penalty: 4993.825195
	Iteration 21Q: 3 clusters Score -2719058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2719064.750000 Penalty: 4993.825195
	Iteration 22Q: 3 clusters Score -2719065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2719066.250000 Penalty: 4993.825195
	Iteration 23Q: 3 clusters Score -2719066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2719079.250000 Penalty: 4993.825195
	Iteration 24Q: 3 clusters Score -2719079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2719087.500000 Penalty: 4993.825195
	Iteration 25Q: 3 clusters Score -2719088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2719095.000000 Penalty: 4993.825195
	Iteration 26Q: 3 clusters Score -2719095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2719099.500000 Penalty: 4993.825195
	Iteration 27Q: 3 clusters Score -2719100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2719109.000000 Penalty: 4993.825195
	Iteration 28Q: 3 clusters Score -2719109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2719117.750000 Penalty: 4993.825195
	Iteration 29Q: 3 clusters Score -2719118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2719132.250000 Penalty: 4993.825195
	Iteration 30Q: 3 clusters Score -2719132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2719138.500000 Penalty: 4993.825195
	Iteration 31Q: 3 clusters Score -2719138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2719147.250000 Penalty: 4993.825195
	Iteration 32Q: 3 clusters Score -2719147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2719150.500000 Penalty: 4993.825195
	Iteration 33Q: 3 clusters Score -2719150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2719157.750000 Penalty: 4993.825195
	Iteration 34Q: 3 clusters Score -2719158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2719161.750000 Penalty: 4993.825195
	Iteration 35Q: 3 clusters Score -2719162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2719163.000000 Penalty: 4993.825195
	Iteration 36Q: 3 clusters Score -2719163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2719165.500000 Penalty: 4993.825195
	Iteration 37Q: 3 clusters Score -2719166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2719168.250000 Penalty: 4993.825195
	Iteration 38Q: 3 clusters Score -2719168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2719168.250000 Penalty: 4993.825195
	Iteration 39Q: 3 clusters Score -2719168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2719168.250000 Penalty: 4993.825195
	Iteration 40F: 3 clusters Score -2719168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Entering Unmasked Estep 
Score: -911408.937500 Penalty: 2232.395020
	Iteration 0F: 2 clusters Score -911408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -904907.937500 Penalty: 4464.790039
	Iteration 0F: 3 clusters Score -904907.9 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -906764.937500 Penalty: 4464.790039
	Iteration 1F: 3 clusters Score -906764.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -907080.250000 Penalty: 4464.790039
	Iteration 2F: 3 clusters Score -907080.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -907360.750000 Penalty: 4464.790039
	Iteration 3F: 3 clusters Score -907360.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -907608.687500 Penalty: 4464.790039
	Iteration 4Q: 3 clusters Score -907608.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -907810.312500 Penalty: 4464.790039
	Iteration 5Q: 3 clusters Score -907810.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -907977.562500 Penalty: 4464.790039
	Iteration 6Q: 3 clusters Score -907977.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -908097.937500 Penalty: 4464.790039
	Iteration 7Q: 3 clusters Score -908097.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -908212.812500 Penalty: 4464.790039
	Iteration 8Q: 3 clusters Score -908212.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -908316.500000 Penalty: 4464.790039
	Iteration 9Q: 3 clusters Score -908316.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -908434.062500 Penalty: 4464.790039
	Iteration 10Q: 3 clusters Score -908434.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -908557.312500 Penalty: 4464.790039
	Iteration 11Q: 3 clusters Score -908557.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -908681.375000 Penalty: 4464.790039
	Iteration 12Q: 3 clusters Score -908681.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -908837.750000 Penalty: 4464.790039
	Iteration 13Q: 3 clusters Score -908837.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -909016.625000 Penalty: 4464.790039
	Iteration 14Q: 3 clusters Score -909016.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -909178.812500 Penalty: 4464.790039
	Iteration 15Q: 3 clusters Score -909178.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -909315.875000 Penalty: 4464.790039
	Iteration 16Q: 3 clusters Score -909315.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -909443.375000 Penalty: 4464.790039
	Iteration 17Q: 3 clusters Score -909443.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -909551.187500 Penalty: 4464.790039
	Iteration 18Q: 3 clusters Score -909551.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -909641.125000 Penalty: 4464.790039
	Iteration 19Q: 3 clusters Score -909641.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -909704.812500 Penalty: 4464.790039
	Iteration 20F: 3 clusters Score -909704.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -909761.312500 Penalty: 4464.790039
	Iteration 21Q: 3 clusters Score -909761.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -909806.375000 Penalty: 4464.790039
	Iteration 22Q: 3 clusters Score -909806.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -909841.312500 Penalty: 4464.790039
	Iteration 23Q: 3 clusters Score -909841.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -909879.000000 Penalty: 4464.790039
	Iteration 24Q: 3 clusters Score -909879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -909910.500000 Penalty: 4464.790039
	Iteration 25Q: 3 clusters Score -909910.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -909934.437500 Penalty: 4464.790039
	Iteration 26Q: 3 clusters Score -909934.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -909948.625000 Penalty: 4464.790039
	Iteration 27Q: 3 clusters Score -909948.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -909965.062500 Penalty: 4464.790039
	Iteration 28Q: 3 clusters Score -909965.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -909973.750000 Penalty: 4464.790039
	Iteration 29Q: 3 clusters Score -909973.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -909980.875000 Penalty: 4464.790039
	Iteration 30Q: 3 clusters Score -909980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -909983.812500 Penalty: 4464.790039
	Iteration 31Q: 3 clusters Score -909983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -909988.750000 Penalty: 4464.790039
	Iteration 32Q: 3 clusters Score -909988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -909991.437500 Penalty: 4464.790039
	Iteration 33Q: 3 clusters Score -909991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -909995.625000 Penalty: 4464.790039
	Iteration 34Q: 3 clusters Score -909995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -910001.187500 Penalty: 4464.790039
	Iteration 35Q: 3 clusters Score -910001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -910002.750000 Penalty: 4464.790039
	Iteration 36Q: 3 clusters Score -910002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -910004.937500 Penalty: 4464.790039
	Iteration 37Q: 3 clusters Score -910004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -910005.062500 Penalty: 4464.790039
	Iteration 38Q: 3 clusters Score -910005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -910006.187500 Penalty: 4464.790039
	Iteration 39Q: 3 clusters Score -910006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -910009.250000 Penalty: 4464.790039
	Iteration 40F: 3 clusters Score -910009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -910009.125000 Penalty: 4464.790039
	Iteration 41Q: 3 clusters Score -910009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -910009.500000 Penalty: 4464.790039
	Iteration 42Q: 3 clusters Score -910009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -910011.312500 Penalty: 4464.790039
	Iteration 43Q: 3 clusters Score -910011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -910011.562500 Penalty: 4464.790039
	Iteration 44Q: 3 clusters Score -910011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -910011.062500 Penalty: 4464.790039
	Iteration 45Q: 3 clusters Score -910011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -910009.625000 Penalty: 4464.790039
	Iteration 46Q: 3 clusters Score -910009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -910010.625000 Penalty: 4464.790039
	Iteration 47Q: 3 clusters Score -910010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -910013.062500 Penalty: 4464.790039
	Iteration 48Q: 3 clusters Score -910013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -910013.062500 Penalty: 4464.790039
	Iteration 49F: 3 clusters Score -910013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96537.812500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -96537.81 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 443 members 
Entering Unmasked Estep 
Score: -94680.648438 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -94680.65 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -95039.117188 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -95039.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95326.601562 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -95326.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95678.523438 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -95678.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96041.015625 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -96041.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96187.406250 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -96187.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96296.093750 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -96296.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96384.648438 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -96384.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96440.960938 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -96440.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -96511.757812 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -96511.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96613.375000 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -96613.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -96654.835938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -96654.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96702.984375 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -96702.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96825.367188 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -96825.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96895.851562 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -96895.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96941.351562 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -96941.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96949.562500 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -96949.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -96959.812500 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -96959.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -96961.062500 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -96961.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -96969.257812 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -96969.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -96969.257812 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -96969.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 242 members 
Entering Unmasked Estep 
Score: -212295296.000000 Penalty: 370088.218750
Splitting cluster 40 changes total score from -212296448.000000 to -212295296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (18693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Entering Unmasked Estep 
Score: -2151785.500000 Penalty: 2439.304199
	Iteration 0F: 2 clusters Score -2151786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2138680.750000 Penalty: 4878.608398
	Iteration 0F: 3 clusters Score -2138681 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2143049.250000 Penalty: 4878.608398
	Iteration 1F: 3 clusters Score -2143049 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2143472.750000 Penalty: 4878.608398
	Iteration 2F: 3 clusters Score -2143473 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2143799.250000 Penalty: 4878.608398
	Iteration 3Q: 3 clusters Score -2143799 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2144088.000000 Penalty: 4878.608398
	Iteration 4Q: 3 clusters Score -2144088 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2144364.500000 Penalty: 4878.608398
	Iteration 5Q: 3 clusters Score -2144364 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2144672.000000 Penalty: 4878.608398
	Iteration 6Q: 3 clusters Score -2144672 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2145043.750000 Penalty: 4878.608398
	Iteration 7Q: 3 clusters Score -2145044 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2145445.750000 Penalty: 4878.608398
	Iteration 8Q: 3 clusters Score -2145446 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2145885.250000 Penalty: 4878.608398
	Iteration 9Q: 3 clusters Score -2145885 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2146414.000000 Penalty: 4878.608398
	Iteration 10Q: 3 clusters Score -2146414 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2146920.500000 Penalty: 4878.608398
	Iteration 11Q: 3 clusters Score -2146920 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2147477.750000 Penalty: 4878.608398
	Iteration 12Q: 3 clusters Score -2147478 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2148101.000000 Penalty: 4878.608398
	Iteration 13Q: 3 clusters Score -2148101 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2148785.250000 Penalty: 4878.608398
	Iteration 14Q: 3 clusters Score -2148785 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2149375.750000 Penalty: 4878.608398
	Iteration 15Q: 3 clusters Score -2149376 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2149809.250000 Penalty: 4878.608398
	Iteration 16Q: 3 clusters Score -2149809 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2150061.250000 Penalty: 4878.608398
	Iteration 17Q: 3 clusters Score -2150061 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2150197.500000 Penalty: 4878.608398
	Iteration 18Q: 3 clusters Score -2150198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2150304.000000 Penalty: 4878.608398
	Iteration 19Q: 3 clusters Score -2150304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2150402.750000 Penalty: 4878.608398
	Iteration 20F: 3 clusters Score -2150403 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2150479.250000 Penalty: 4878.608398
	Iteration 21Q: 3 clusters Score -2150479 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2150544.000000 Penalty: 4878.608398
	Iteration 22Q: 3 clusters Score -2150544 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2150591.500000 Penalty: 4878.608398
	Iteration 23Q: 3 clusters Score -2150592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2150640.500000 Penalty: 4878.608398
	Iteration 24Q: 3 clusters Score -2150640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2150673.750000 Penalty: 4878.608398
	Iteration 25Q: 3 clusters Score -2150674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2150719.250000 Penalty: 4878.608398
	Iteration 26Q: 3 clusters Score -2150719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2150763.750000 Penalty: 4878.608398
	Iteration 27Q: 3 clusters Score -2150764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2150790.250000 Penalty: 4878.608398
	Iteration 28Q: 3 clusters Score -2150790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2150823.500000 Penalty: 4878.608398
	Iteration 29Q: 3 clusters Score -2150824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2150856.000000 Penalty: 4878.608398
	Iteration 30Q: 3 clusters Score -2150856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2150883.000000 Penalty: 4878.608398
	Iteration 31Q: 3 clusters Score -2150883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2150922.250000 Penalty: 4878.608398
	Iteration 32Q: 3 clusters Score -2150922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2150973.750000 Penalty: 4878.608398
	Iteration 33Q: 3 clusters Score -2150974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2151028.750000 Penalty: 4878.608398
	Iteration 34Q: 3 clusters Score -2151029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2151067.250000 Penalty: 4878.608398
	Iteration 35Q: 3 clusters Score -2151067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2151097.750000 Penalty: 4878.608398
	Iteration 36Q: 3 clusters Score -2151098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2151128.500000 Penalty: 4878.608398
	Iteration 37Q: 3 clusters Score -2151128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2151140.250000 Penalty: 4878.608398
	Iteration 38Q: 3 clusters Score -2151140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2151148.500000 Penalty: 4878.608398
	Iteration 39Q: 3 clusters Score -2151148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2151155.000000 Penalty: 4878.608398
	Iteration 40F: 3 clusters Score -2151155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2151155.500000 Penalty: 4878.608398
	Iteration 41Q: 3 clusters Score -2151156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2151163.000000 Penalty: 4878.608398
	Iteration 42Q: 3 clusters Score -2151163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2151159.750000 Penalty: 4878.608398
	Iteration 43Q: 3 clusters Score -2151160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2151160.000000 Penalty: 4878.608398
	Iteration 44Q: 3 clusters Score -2151160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2151161.250000 Penalty: 4878.608398
	Iteration 45Q: 3 clusters Score -2151161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2151162.250000 Penalty: 4878.608398
	Iteration 46Q: 3 clusters Score -2151162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2151162.250000 Penalty: 4878.608398
	Iteration 47F: 3 clusters Score -2151162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -605779.187500 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -605779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -600508.375000 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -600508.4 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -602124.250000 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -602124.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -602702.812500 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -602702.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -603062.937500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -603062.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -603272.687500 Penalty: 4344.484375
	Iteration 4F: 3 clusters Score -603272.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -603444.125000 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -603444.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -603585.437500 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -603585.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -603684.000000 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -603684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -603752.750000 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -603752.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -603811.562500 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -603811.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -603864.750000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -603864.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -603912.625000 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -603912.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -603962.812500 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -603962.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -604024.750000 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -604024.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -604075.562500 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -604075.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -604149.812500 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -604149.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -604229.500000 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -604229.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -604311.375000 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -604311.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -604390.687500 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -604390.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -604466.500000 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -604466.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -604539.312500 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -604539.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -604596.250000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -604596.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -604653.125000 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -604653.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -604710.937500 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -604710.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -604763.562500 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -604763.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -604832.875000 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -604832.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -604916.625000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -604916.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -605000.937500 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -605000.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -605068.437500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -605068.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -605137.812500 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -605137.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -605208.562500 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -605208.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -605282.562500 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -605282.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -605348.125000 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -605348.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -605403.312500 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -605403.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -605440.875000 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -605440.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -605454.812500 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -605454.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -605468.437500 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -605468.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -605478.625000 Penalty: 4344.484375
	Iteration 37Q: 3 clusters Score -605478.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -605488.250000 Penalty: 4344.484375
	Iteration 38Q: 3 clusters Score -605488.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -605500.000000 Penalty: 4344.484375
	Iteration 39Q: 3 clusters Score -605500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -605508.625000 Penalty: 4344.484375
	Iteration 40F: 3 clusters Score -605508.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -605522.125000 Penalty: 4344.484375
	Iteration 41Q: 3 clusters Score -605522.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -605534.625000 Penalty: 4344.484375
	Iteration 42Q: 3 clusters Score -605534.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -605542.937500 Penalty: 4344.484375
	Iteration 43Q: 3 clusters Score -605542.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -605554.250000 Penalty: 4344.484375
	Iteration 44Q: 3 clusters Score -605554.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -605571.500000 Penalty: 4344.484375
	Iteration 45Q: 3 clusters Score -605571.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -605587.625000 Penalty: 4344.484375
	Iteration 46Q: 3 clusters Score -605587.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -605605.062500 Penalty: 4344.484375
	Iteration 47Q: 3 clusters Score -605605.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -605617.750000 Penalty: 4344.484375
	Iteration 48Q: 3 clusters Score -605617.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -605635.875000 Penalty: 4344.484375
	Iteration 49Q: 3 clusters Score -605635.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -605662.562500 Penalty: 4344.484375
	Iteration 50Q: 3 clusters Score -605662.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -605695.937500 Penalty: 4344.484375
	Iteration 51Q: 3 clusters Score -605695.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -605723.062500 Penalty: 4344.484375
	Iteration 52Q: 3 clusters Score -605723.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -605748.375000 Penalty: 4344.484375
	Iteration 53Q: 3 clusters Score -605748.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -605765.125000 Penalty: 4344.484375
	Iteration 54Q: 3 clusters Score -605765.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -605784.625000 Penalty: 4344.484375
	Iteration 55Q: 3 clusters Score -605784.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -605799.312500 Penalty: 4344.484375
	Iteration 56Q: 3 clusters Score -605799.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -605810.437500 Penalty: 4344.484375
	Iteration 57Q: 3 clusters Score -605810.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -605818.500000 Penalty: 4344.484375
	Iteration 58Q: 3 clusters Score -605818.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -605826.375000 Penalty: 4344.484375
	Iteration 59Q: 3 clusters Score -605826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -605835.500000 Penalty: 4344.484375
	Iteration 60F: 3 clusters Score -605835.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -605839.812500 Penalty: 4344.484375
	Iteration 61Q: 3 clusters Score -605839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -605845.062500 Penalty: 4344.484375
	Iteration 62Q: 3 clusters Score -605845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -605850.000000 Penalty: 4344.484375
	Iteration 63Q: 3 clusters Score -605850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -605852.062500 Penalty: 4344.484375
	Iteration 64Q: 3 clusters Score -605852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -605858.687500 Penalty: 4344.484375
	Iteration 65Q: 3 clusters Score -605858.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -605865.750000 Penalty: 4344.484375
	Iteration 66Q: 3 clusters Score -605865.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -605871.687500 Penalty: 4344.484375
	Iteration 67Q: 3 clusters Score -605871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -605878.625000 Penalty: 4344.484375
	Iteration 68Q: 3 clusters Score -605878.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -605883.500000 Penalty: 4344.484375
	Iteration 69Q: 3 clusters Score -605883.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -605892.000000 Penalty: 4344.484375
	Iteration 70Q: 3 clusters Score -605892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -605896.875000 Penalty: 4344.484375
	Iteration 71Q: 3 clusters Score -605896.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -605901.750000 Penalty: 4344.484375
	Iteration 72Q: 3 clusters Score -605901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -605909.312500 Penalty: 4344.484375
	Iteration 73Q: 3 clusters Score -605909.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -605921.312500 Penalty: 4344.484375
	Iteration 74Q: 3 clusters Score -605921.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -605929.500000 Penalty: 4344.484375
	Iteration 75Q: 3 clusters Score -605929.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -605936.812500 Penalty: 4344.484375
	Iteration 76Q: 3 clusters Score -605936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -605947.000000 Penalty: 4344.484375
	Iteration 77Q: 3 clusters Score -605947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -605961.500000 Penalty: 4344.484375
	Iteration 78Q: 3 clusters Score -605961.5 nChanged 34
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: -605976.187500 Penalty: 4344.484375
	Iteration 79Q: 3 clusters Score -605976.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -605991.687500 Penalty: 4344.484375
	Iteration 80F: 3 clusters Score -605991.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -606011.937500 Penalty: 4344.484375
	Iteration 81Q: 3 clusters Score -606011.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -606033.812500 Penalty: 4344.484375
	Iteration 82Q: 3 clusters Score -606033.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -606063.687500 Penalty: 4344.484375
	Iteration 83Q: 3 clusters Score -606063.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -606110.562500 Penalty: 4344.484375
	Iteration 84Q: 3 clusters Score -606110.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -606163.937500 Penalty: 4344.484375
	Iteration 85Q: 3 clusters Score -606163.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -606210.562500 Penalty: 4344.484375
	Iteration 86Q: 3 clusters Score -606210.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -606246.250000 Penalty: 4344.484375
	Iteration 87Q: 3 clusters Score -606246.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -606270.000000 Penalty: 4344.484375
	Iteration 88Q: 3 clusters Score -606270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -606288.312500 Penalty: 4344.484375
	Iteration 89Q: 3 clusters Score -606288.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -606301.812500 Penalty: 4344.484375
	Iteration 90Q: 3 clusters Score -606301.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -606308.437500 Penalty: 4344.484375
	Iteration 91Q: 3 clusters Score -606308.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -606316.062500 Penalty: 4344.484375
	Iteration 92Q: 3 clusters Score -606316.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -606319.625000 Penalty: 4344.484375
	Iteration 93Q: 3 clusters Score -606319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -606324.312500 Penalty: 4344.484375
	Iteration 94Q: 3 clusters Score -606324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -606327.812500 Penalty: 4344.484375
	Iteration 95Q: 3 clusters Score -606327.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -606329.125000 Penalty: 4344.484375
	Iteration 96Q: 3 clusters Score -606329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -606331.125000 Penalty: 4344.484375
	Iteration 97Q: 3 clusters Score -606331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -606332.375000 Penalty: 4344.484375
	Iteration 98Q: 3 clusters Score -606332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -606333.312500 Penalty: 4344.484375
	Iteration 99Q: 3 clusters Score -606333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -606332.687500 Penalty: 4344.484375
	Iteration 100F: 3 clusters Score -606332.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -606334.750000 Penalty: 4344.484375
	Iteration 101Q: 3 clusters Score -606334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -606337.625000 Penalty: 4344.484375
	Iteration 102Q: 3 clusters Score -606337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -606337.500000 Penalty: 4344.484375
	Iteration 103Q: 3 clusters Score -606337.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -606340.750000 Penalty: 4344.484375
	Iteration 104Q: 3 clusters Score -606340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -606340.562500 Penalty: 4344.484375
	Iteration 105Q: 3 clusters Score -606340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -606340.625000 Penalty: 4344.484375
	Iteration 106Q: 3 clusters Score -606340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -606342.437500 Penalty: 4344.484375
	Iteration 107Q: 3 clusters Score -606342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -606343.562500 Penalty: 4344.484375
	Iteration 108Q: 3 clusters Score -606343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -606345.062500 Penalty: 4344.484375
	Iteration 109Q: 3 clusters Score -606345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -606343.937500 Penalty: 4344.484375
	Iteration 110Q: 3 clusters Score -606343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -606343.500000 Penalty: 4344.484375
	Iteration 111Q: 3 clusters Score -606343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -606344.687500 Penalty: 4344.484375
	Iteration 112Q: 3 clusters Score -606344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -606344.562500 Penalty: 4344.484375
	Iteration 113Q: 3 clusters Score -606344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -606345.562500 Penalty: 4344.484375
	Iteration 114Q: 3 clusters Score -606345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -606345.562500 Penalty: 4344.484375
	Iteration 115F: 3 clusters Score -606345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 2825 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 3543 members 
Entering Unmasked Estep 
Score: -212295584.000000 Penalty: 370088.218750
Splitting cluster 42 changes total score from -212296448.000000 to -212295584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (9009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Entering Unmasked Estep 
Score: -886808.312500 Penalty: 2258.282715
	Iteration 0F: 2 clusters Score -886808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -879807.562500 Penalty: 4516.565430
	Iteration 0F: 3 clusters Score -879807.6 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -881950.375000 Penalty: 4516.565430
	Iteration 1F: 3 clusters Score -881950.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -882391.250000 Penalty: 4516.565430
	Iteration 2F: 3 clusters Score -882391.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -882758.125000 Penalty: 4516.565430
	Iteration 3F: 3 clusters Score -882758.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -883085.500000 Penalty: 4516.565430
	Iteration 4F: 3 clusters Score -883085.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -883426.687500 Penalty: 4516.565430
	Iteration 5F: 3 clusters Score -883426.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -883799.250000 Penalty: 4516.565430
	Iteration 6F: 3 clusters Score -883799.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -884129.562500 Penalty: 4516.565430
	Iteration 7Q: 3 clusters Score -884129.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -884378.875000 Penalty: 4516.565430
	Iteration 8Q: 3 clusters Score -884378.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -884545.562500 Penalty: 4516.565430
	Iteration 9Q: 3 clusters Score -884545.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -884682.875000 Penalty: 4516.565430
	Iteration 10Q: 3 clusters Score -884682.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -884790.125000 Penalty: 4516.565430
	Iteration 11Q: 3 clusters Score -884790.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -884866.562500 Penalty: 4516.565430
	Iteration 12Q: 3 clusters Score -884866.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -884922.562500 Penalty: 4516.565430
	Iteration 13Q: 3 clusters Score -884922.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -884980.062500 Penalty: 4516.565430
	Iteration 14Q: 3 clusters Score -884980.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -885033.000000 Penalty: 4516.565430
	Iteration 15Q: 3 clusters Score -885033 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -885076.312500 Penalty: 4516.565430
	Iteration 16Q: 3 clusters Score -885076.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -885125.125000 Penalty: 4516.565430
	Iteration 17Q: 3 clusters Score -885125.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -885172.125000 Penalty: 4516.565430
	Iteration 18Q: 3 clusters Score -885172.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -885223.187500 Penalty: 4516.565430
	Iteration 19Q: 3 clusters Score -885223.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -885270.375000 Penalty: 4516.565430
	Iteration 20F: 3 clusters Score -885270.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -885303.250000 Penalty: 4516.565430
	Iteration 21Q: 3 clusters Score -885303.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -885331.750000 Penalty: 4516.565430
	Iteration 22Q: 3 clusters Score -885331.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -885351.500000 Penalty: 4516.565430
	Iteration 23Q: 3 clusters Score -885351.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -885364.250000 Penalty: 4516.565430
	Iteration 24Q: 3 clusters Score -885364.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -885369.687500 Penalty: 4516.565430
	Iteration 25Q: 3 clusters Score -885369.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -885373.687500 Penalty: 4516.565430
	Iteration 26Q: 3 clusters Score -885373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -885374.625000 Penalty: 4516.565430
	Iteration 27Q: 3 clusters Score -885374.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -885377.625000 Penalty: 4516.565430
	Iteration 28Q: 3 clusters Score -885377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -885381.000000 Penalty: 4516.565430
	Iteration 29Q: 3 clusters Score -885381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -885383.187500 Penalty: 4516.565430
	Iteration 30Q: 3 clusters Score -885383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -885386.187500 Penalty: 4516.565430
	Iteration 31Q: 3 clusters Score -885386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -885388.625000 Penalty: 4516.565430
	Iteration 32Q: 3 clusters Score -885388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -885390.125000 Penalty: 4516.565430
	Iteration 33Q: 3 clusters Score -885390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -885390.375000 Penalty: 4516.565430
	Iteration 34Q: 3 clusters Score -885390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -885392.750000 Penalty: 4516.565430
	Iteration 35Q: 3 clusters Score -885392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -885393.625000 Penalty: 4516.565430
	Iteration 36Q: 3 clusters Score -885393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -885393.750000 Penalty: 4516.565430
	Iteration 37Q: 3 clusters Score -885393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -885393.875000 Penalty: 4516.565430
	Iteration 38Q: 3 clusters Score -885393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -885393.812500 Penalty: 4516.565430
	Iteration 39Q: 3 clusters Score -885393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -885395.437500 Penalty: 4516.565430
	Iteration 40F: 3 clusters Score -885395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -885396.562500 Penalty: 4516.565430
	Iteration 41Q: 3 clusters Score -885396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -885396.562500 Penalty: 4516.565430
	Iteration 42Q: 3 clusters Score -885396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -885397.000000 Penalty: 4516.565430
	Iteration 43Q: 3 clusters Score -885397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -885397.000000 Penalty: 4516.565430
	Iteration 44F: 3 clusters Score -885397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -257169.531250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -257169.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -254195.250000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -254195.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254950.750000 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -254950.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -255261.546875 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -255261.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255441.718750 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -255441.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -255543.234375 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -255543.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -255596.125000 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -255596.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -255634.781250 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -255634.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -255676.812500 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -255676.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -255720.359375 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -255720.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -255752.562500 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -255752.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -255772.062500 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -255772.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255787.828125 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -255787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255798.062500 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -255798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -255803.656250 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -255803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -255806.625000 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -255806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255810.312500 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -255810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255812.468750 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -255812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -255814.093750 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -255814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -255816.140625 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -255816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -255818.656250 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -255818.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -255818.656250 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -255818.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Entering Unmasked Estep 
Score: -2840402.250000 Penalty: 2510.410645
	Iteration 0F: 2 clusters Score -2840402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2823160.750000 Penalty: 5020.821289
	Iteration 0F: 3 clusters Score -2823161 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2829346.000000 Penalty: 5020.821289
	Iteration 1F: 3 clusters Score -2829346 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2829786.750000 Penalty: 5020.821289
	Iteration 2Q: 3 clusters Score -2829787 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2830211.000000 Penalty: 5020.821289
	Iteration 3Q: 3 clusters Score -2830211 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2830639.250000 Penalty: 5020.821289
	Iteration 4Q: 3 clusters Score -2830639 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2831144.250000 Penalty: 5020.821289
	Iteration 5Q: 3 clusters Score -2831144 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2831744.500000 Penalty: 5020.821289
	Iteration 6Q: 3 clusters Score -2831744 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2832424.500000 Penalty: 5020.821289
	Iteration 7Q: 3 clusters Score -2832424 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2833169.000000 Penalty: 5020.821289
	Iteration 8Q: 3 clusters Score -2833169 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2833912.750000 Penalty: 5020.821289
	Iteration 9Q: 3 clusters Score -2833913 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2834600.500000 Penalty: 5020.821289
	Iteration 10Q: 3 clusters Score -2834600 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2835241.000000 Penalty: 5020.821289
	Iteration 11Q: 3 clusters Score -2835241 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2835856.500000 Penalty: 5020.821289
	Iteration 12Q: 3 clusters Score -2835856 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2836382.750000 Penalty: 5020.821289
	Iteration 13Q: 3 clusters Score -2836383 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2836894.000000 Penalty: 5020.821289
	Iteration 14Q: 3 clusters Score -2836894 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2837385.750000 Penalty: 5020.821289
	Iteration 15Q: 3 clusters Score -2837386 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2837794.500000 Penalty: 5020.821289
	Iteration 16Q: 3 clusters Score -2837794 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2838098.000000 Penalty: 5020.821289
	Iteration 17Q: 3 clusters Score -2838098 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2838316.750000 Penalty: 5020.821289
	Iteration 18Q: 3 clusters Score -2838317 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2838471.000000 Penalty: 5020.821289
	Iteration 19Q: 3 clusters Score -2838471 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2838557.500000 Penalty: 5020.821289
	Iteration 20F: 3 clusters Score -2838558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2838591.500000 Penalty: 5020.821289
	Iteration 21Q: 3 clusters Score -2838592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2838630.000000 Penalty: 5020.821289
	Iteration 22Q: 3 clusters Score -2838630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2838641.250000 Penalty: 5020.821289
	Iteration 23Q: 3 clusters Score -2838641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2838655.000000 Penalty: 5020.821289
	Iteration 24Q: 3 clusters Score -2838655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2838658.500000 Penalty: 5020.821289
	Iteration 25Q: 3 clusters Score -2838658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2838674.750000 Penalty: 5020.821289
	Iteration 26Q: 3 clusters Score -2838675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2838685.000000 Penalty: 5020.821289
	Iteration 27Q: 3 clusters Score -2838685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2838687.500000 Penalty: 5020.821289
	Iteration 28Q: 3 clusters Score -2838688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2838694.250000 Penalty: 5020.821289
	Iteration 29Q: 3 clusters Score -2838694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2838688.250000 Penalty: 5020.821289
	Iteration 30Q: 3 clusters Score -2838688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2838689.750000 Penalty: 5020.821289
	Iteration 31Q: 3 clusters Score -2838690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2838689.250000 Penalty: 5020.821289
	Iteration 32Q: 3 clusters Score -2838689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2838691.250000 Penalty: 5020.821289
	Iteration 33Q: 3 clusters Score -2838691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2838693.000000 Penalty: 5020.821289
	Iteration 34Q: 3 clusters Score -2838693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2838695.500000 Penalty: 5020.821289
	Iteration 35Q: 3 clusters Score -2838696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2838695.500000 Penalty: 5020.821289
	Iteration 36Q: 3 clusters Score -2838696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2838695.500000 Penalty: 5020.821289
	Iteration 37F: 3 clusters Score -2838696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -852833.312500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -852833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -846708.437500 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -846708.4 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -848435.750000 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -848435.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -848787.500000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -848787.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -849094.937500 Penalty: 4423.783203
	Iteration 3F: 3 clusters Score -849094.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -849399.562500 Penalty: 4423.783203
	Iteration 4F: 3 clusters Score -849399.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -849671.375000 Penalty: 4423.783203
	Iteration 5F: 3 clusters Score -849671.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -849927.500000 Penalty: 4423.783203
	Iteration 6F: 3 clusters Score -849927.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -850128.437500 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -850128.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -850275.250000 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -850275.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -850375.625000 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -850375.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -850452.875000 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -850452.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -850521.375000 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -850521.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -850583.812500 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -850583.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -850626.625000 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -850626.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -850666.812500 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -850666.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -850702.500000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -850702.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -850736.125000 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -850736.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -850766.125000 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -850766.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -850799.750000 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -850799.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -850833.375000 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -850833.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -850871.500000 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -850871.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -850904.062500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -850904.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -850936.062500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -850936.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -850960.875000 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -850960.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -850982.875000 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -850982.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -851004.937500 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -851004.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -851017.500000 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -851017.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -851029.437500 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -851029.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -851036.437500 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -851036.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -851039.500000 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -851039.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -851045.437500 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -851045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -851050.000000 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -851050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -851052.812500 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -851052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -851056.625000 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -851056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -851063.937500 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -851063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -851067.937500 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -851067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -851070.500000 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -851070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -851076.437500 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -851076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -851084.812500 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -851084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -851088.437500 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -851088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -851088.562500 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -851088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -851087.812500 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -851087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -851088.750000 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -851088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -851091.000000 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -851091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -851090.625000 Penalty: 4423.783203
	Iteration 44Q: 3 clusters Score -851090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -851090.625000 Penalty: 4423.783203
	Iteration 45F: 3 clusters Score -851090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -934711.562500 Penalty: 2260.966064
	Iteration 0F: 2 clusters Score -934711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -927633.437500 Penalty: 4521.932129
	Iteration 0F: 3 clusters Score -927633.4 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -930186.812500 Penalty: 4521.932129
	Iteration 1F: 3 clusters Score -930186.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -931272.750000 Penalty: 4521.932129
	Iteration 2F: 3 clusters Score -931272.8 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -932389.562500 Penalty: 4521.932129
	Iteration 3F: 3 clusters Score -932389.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -933292.562500 Penalty: 4521.932129
	Iteration 4F: 3 clusters Score -933292.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -933924.000000 Penalty: 4521.932129
	Iteration 5F: 3 clusters Score -933924 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -934237.312500 Penalty: 4521.932129
	Iteration 6Q: 3 clusters Score -934237.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -934351.125000 Penalty: 4521.932129
	Iteration 7Q: 3 clusters Score -934351.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -934399.625000 Penalty: 4521.932129
	Iteration 8Q: 3 clusters Score -934399.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -934422.687500 Penalty: 4521.932129
	Iteration 9Q: 3 clusters Score -934422.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -934441.437500 Penalty: 4521.932129
	Iteration 10Q: 3 clusters Score -934441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -934450.125000 Penalty: 4521.932129
	Iteration 11Q: 3 clusters Score -934450.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -934455.000000 Penalty: 4521.932129
	Iteration 12Q: 3 clusters Score -934455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -934457.062500 Penalty: 4521.932129
	Iteration 13Q: 3 clusters Score -934457.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -934462.500000 Penalty: 4521.932129
	Iteration 14Q: 3 clusters Score -934462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -934465.937500 Penalty: 4521.932129
	Iteration 15Q: 3 clusters Score -934465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -934466.500000 Penalty: 4521.932129
	Iteration 16Q: 3 clusters Score -934466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -934465.875000 Penalty: 4521.932129
	Iteration 17Q: 3 clusters Score -934465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -934467.562500 Penalty: 4521.932129
	Iteration 18Q: 3 clusters Score -934467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -934467.562500 Penalty: 4521.932129
	Iteration 19F: 3 clusters Score -934467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Entering Unmasked Estep 
Score: -4851422.500000 Penalty: 2639.266846
	Iteration 0F: 2 clusters Score -4851422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4822962.000000 Penalty: 5278.533691
	Iteration 0F: 3 clusters Score -4822962 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4833592.000000 Penalty: 5278.533691
	Iteration 1F: 3 clusters Score -4833592 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4834135.000000 Penalty: 5278.533691
	Iteration 2Q: 3 clusters Score -4834135 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4834579.500000 Penalty: 5278.533691
	Iteration 3Q: 3 clusters Score -4834580 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4835003.500000 Penalty: 5278.533691
	Iteration 4Q: 3 clusters Score -4835004 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4835391.000000 Penalty: 5278.533691
	Iteration 5Q: 3 clusters Score -4835391 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4835815.500000 Penalty: 5278.533691
	Iteration 6Q: 3 clusters Score -4835816 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4836270.000000 Penalty: 5278.533691
	Iteration 7Q: 3 clusters Score -4836270 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4836844.000000 Penalty: 5278.533691
	Iteration 8Q: 3 clusters Score -4836844 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4837529.000000 Penalty: 5278.533691
	Iteration 9Q: 3 clusters Score -4837529 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -4838391.000000 Penalty: 5278.533691
	Iteration 10Q: 3 clusters Score -4838391 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4839397.500000 Penalty: 5278.533691
	Iteration 11Q: 3 clusters Score -4839398 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4840610.000000 Penalty: 5278.533691
	Iteration 12Q: 3 clusters Score -4840610 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4841824.000000 Penalty: 5278.533691
	Iteration 13Q: 3 clusters Score -4841824 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4843039.500000 Penalty: 5278.533691
	Iteration 14Q: 3 clusters Score -4843040 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4844215.000000 Penalty: 5278.533691
	Iteration 15Q: 3 clusters Score -4844215 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4845294.000000 Penalty: 5278.533691
	Iteration 16Q: 3 clusters Score -4845294 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4846289.000000 Penalty: 5278.533691
	Iteration 17Q: 3 clusters Score -4846289 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4847243.000000 Penalty: 5278.533691
	Iteration 18Q: 3 clusters Score -4847243 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4848002.500000 Penalty: 5278.533691
	Iteration 19Q: 3 clusters Score -4848002 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4848587.000000 Penalty: 5278.533691
	Iteration 20F: 3 clusters Score -4848587 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4849016.000000 Penalty: 5278.533691
	Iteration 21Q: 3 clusters Score -4849016 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4849275.000000 Penalty: 5278.533691
	Iteration 22Q: 3 clusters Score -4849275 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4849451.500000 Penalty: 5278.533691
	Iteration 23Q: 3 clusters Score -4849452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4849536.000000 Penalty: 5278.533691
	Iteration 24Q: 3 clusters Score -4849536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -4849592.000000 Penalty: 5278.533691
	Iteration 25Q: 3 clusters Score -4849592 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -4849648.000000 Penalty: 5278.533691
	Iteration 26Q: 3 clusters Score -4849648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4849691.500000 Penalty: 5278.533691
	Iteration 27Q: 3 clusters Score -4849692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -4849735.000000 Penalty: 5278.533691
	Iteration 28Q: 3 clusters Score -4849735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -4849753.000000 Penalty: 5278.533691
	Iteration 29Q: 3 clusters Score -4849753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -4849768.000000 Penalty: 5278.533691
	Iteration 30Q: 3 clusters Score -4849768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -4849790.000000 Penalty: 5278.533691
	Iteration 31Q: 3 clusters Score -4849790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4849794.500000 Penalty: 5278.533691
	Iteration 32Q: 3 clusters Score -4849794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4849805.000000 Penalty: 5278.533691
	Iteration 33Q: 3 clusters Score -4849805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4849818.500000 Penalty: 5278.533691
	Iteration 34Q: 3 clusters Score -4849818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4849841.500000 Penalty: 5278.533691
	Iteration 35Q: 3 clusters Score -4849842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4849841.000000 Penalty: 5278.533691
	Iteration 36Q: 3 clusters Score -4849841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4849838.500000 Penalty: 5278.533691
	Iteration 37Q: 3 clusters Score -4849838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4849836.500000 Penalty: 5278.533691
	Iteration 38Q: 3 clusters Score -4849836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -4849842.000000 Penalty: 5278.533691
	Iteration 39Q: 3 clusters Score -4849842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -4849846.000000 Penalty: 5278.533691
	Iteration 40F: 3 clusters Score -4849846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -4849849.500000 Penalty: 5278.533691
	Iteration 41Q: 3 clusters Score -4849850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4849841.500000 Penalty: 5278.533691
	Iteration 42Q: 3 clusters Score -4849842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4849844.000000 Penalty: 5278.533691
	Iteration 43Q: 3 clusters Score -4849844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4849842.500000 Penalty: 5278.533691
	Iteration 44Q: 3 clusters Score -4849842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4849845.500000 Penalty: 5278.533691
	Iteration 45Q: 3 clusters Score -4849846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4849847.500000 Penalty: 5278.533691
	Iteration 46Q: 3 clusters Score -4849848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4849847.500000 Penalty: 5278.533691
	Iteration 47F: 3 clusters Score -4849848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Entering Unmasked Estep 
Score: -1111099.000000 Penalty: 2305.604736
	Iteration 0F: 2 clusters Score -1111099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1102796.875000 Penalty: 4611.209473
	Iteration 0F: 3 clusters Score -1102797 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1105339.000000 Penalty: 4611.209473
	Iteration 1F: 3 clusters Score -1105339 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1105779.500000 Penalty: 4611.209473
	Iteration 2F: 3 clusters Score -1105780 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1106105.000000 Penalty: 4611.209473
	Iteration 3F: 3 clusters Score -1106105 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1106391.500000 Penalty: 4611.209473
	Iteration 4F: 3 clusters Score -1106392 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1106676.375000 Penalty: 4611.209473
	Iteration 5Q: 3 clusters Score -1106676 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1106942.875000 Penalty: 4611.209473
	Iteration 6Q: 3 clusters Score -1106943 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1107181.000000 Penalty: 4611.209473
	Iteration 7Q: 3 clusters Score -1107181 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1107398.125000 Penalty: 4611.209473
	Iteration 8Q: 3 clusters Score -1107398 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1107629.625000 Penalty: 4611.209473
	Iteration 9Q: 3 clusters Score -1107630 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1107872.250000 Penalty: 4611.209473
	Iteration 10Q: 3 clusters Score -1107872 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1108097.250000 Penalty: 4611.209473
	Iteration 11Q: 3 clusters Score -1108097 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1108352.125000 Penalty: 4611.209473
	Iteration 12Q: 3 clusters Score -1108352 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1108549.375000 Penalty: 4611.209473
	Iteration 13Q: 3 clusters Score -1108549 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1108680.375000 Penalty: 4611.209473
	Iteration 14Q: 3 clusters Score -1108680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1108800.500000 Penalty: 4611.209473
	Iteration 15Q: 3 clusters Score -1108800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1108909.625000 Penalty: 4611.209473
	Iteration 16Q: 3 clusters Score -1108910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1109008.000000 Penalty: 4611.209473
	Iteration 17Q: 3 clusters Score -1109008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1109108.000000 Penalty: 4611.209473
	Iteration 18Q: 3 clusters Score -1109108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1109200.125000 Penalty: 4611.209473
	Iteration 19Q: 3 clusters Score -1109200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1109309.250000 Penalty: 4611.209473
	Iteration 20F: 3 clusters Score -1109309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1109393.875000 Penalty: 4611.209473
	Iteration 21Q: 3 clusters Score -1109394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1109476.500000 Penalty: 4611.209473
	Iteration 22Q: 3 clusters Score -1109476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1109547.750000 Penalty: 4611.209473
	Iteration 23Q: 3 clusters Score -1109548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1109609.125000 Penalty: 4611.209473
	Iteration 24Q: 3 clusters Score -1109609 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1109660.875000 Penalty: 4611.209473
	Iteration 25Q: 3 clusters Score -1109661 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1109701.875000 Penalty: 4611.209473
	Iteration 26Q: 3 clusters Score -1109702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1109739.625000 Penalty: 4611.209473
	Iteration 27Q: 3 clusters Score -1109740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1109769.625000 Penalty: 4611.209473
	Iteration 28Q: 3 clusters Score -1109770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1109801.000000 Penalty: 4611.209473
	Iteration 29Q: 3 clusters Score -1109801 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1109832.750000 Penalty: 4611.209473
	Iteration 30Q: 3 clusters Score -1109833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1109856.625000 Penalty: 4611.209473
	Iteration 31Q: 3 clusters Score -1109857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1109872.875000 Penalty: 4611.209473
	Iteration 32Q: 3 clusters Score -1109873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1109880.000000 Penalty: 4611.209473
	Iteration 33Q: 3 clusters Score -1109880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1109891.125000 Penalty: 4611.209473
	Iteration 34Q: 3 clusters Score -1109891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1109898.625000 Penalty: 4611.209473
	Iteration 35Q: 3 clusters Score -1109899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1109906.875000 Penalty: 4611.209473
	Iteration 36Q: 3 clusters Score -1109907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1109912.125000 Penalty: 4611.209473
	Iteration 37Q: 3 clusters Score -1109912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1109919.000000 Penalty: 4611.209473
	Iteration 38Q: 3 clusters Score -1109919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1109926.375000 Penalty: 4611.209473
	Iteration 39Q: 3 clusters Score -1109926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1109928.250000 Penalty: 4611.209473
	Iteration 40F: 3 clusters Score -1109928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1109929.000000 Penalty: 4611.209473
	Iteration 41Q: 3 clusters Score -1109929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1109930.250000 Penalty: 4611.209473
	Iteration 42Q: 3 clusters Score -1109930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1109935.250000 Penalty: 4611.209473
	Iteration 43Q: 3 clusters Score -1109935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1109936.875000 Penalty: 4611.209473
	Iteration 44Q: 3 clusters Score -1109937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1109937.750000 Penalty: 4611.209473
	Iteration 45Q: 3 clusters Score -1109938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1109937.375000 Penalty: 4611.209473
	Iteration 46Q: 3 clusters Score -1109937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1109937.375000 Penalty: 4611.209473
	Iteration 47F: 3 clusters Score -1109937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Entering Unmasked Estep 
Score: -1021482.250000 Penalty: 2251.473389
	Iteration 0F: 2 clusters Score -1021482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1014570.812500 Penalty: 4502.946777
	Iteration 0F: 3 clusters Score -1014571 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1016513.437500 Penalty: 4502.946777
	Iteration 1F: 3 clusters Score -1016513 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1016789.500000 Penalty: 4502.946777
	Iteration 2F: 3 clusters Score -1016790 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1016994.187500 Penalty: 4502.946777
	Iteration 3Q: 3 clusters Score -1016994 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1017180.937500 Penalty: 4502.946777
	Iteration 4Q: 3 clusters Score -1017181 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1017371.562500 Penalty: 4502.946777
	Iteration 5Q: 3 clusters Score -1017372 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1017536.500000 Penalty: 4502.946777
	Iteration 6Q: 3 clusters Score -1017536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1017705.812500 Penalty: 4502.946777
	Iteration 7Q: 3 clusters Score -1017706 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1017879.687500 Penalty: 4502.946777
	Iteration 8Q: 3 clusters Score -1017880 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1018081.250000 Penalty: 4502.946777
	Iteration 9Q: 3 clusters Score -1018081 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1018293.375000 Penalty: 4502.946777
	Iteration 10Q: 3 clusters Score -1018293 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1018555.687500 Penalty: 4502.946777
	Iteration 11Q: 3 clusters Score -1018556 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1018857.250000 Penalty: 4502.946777
	Iteration 12Q: 3 clusters Score -1018857 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1019165.500000 Penalty: 4502.946777
	Iteration 13Q: 3 clusters Score -1019166 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1019511.500000 Penalty: 4502.946777
	Iteration 14Q: 3 clusters Score -1019512 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1019820.250000 Penalty: 4502.946777
	Iteration 15Q: 3 clusters Score -1019820 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1020095.250000 Penalty: 4502.946777
	Iteration 16Q: 3 clusters Score -1020095 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1020292.312500 Penalty: 4502.946777
	Iteration 17Q: 3 clusters Score -1020292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1020399.875000 Penalty: 4502.946777
	Iteration 18Q: 3 clusters Score -1020400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1020459.375000 Penalty: 4502.946777
	Iteration 19Q: 3 clusters Score -1020459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1020491.937500 Penalty: 4502.946777
	Iteration 20F: 3 clusters Score -1020492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1020517.687500 Penalty: 4502.946777
	Iteration 21Q: 3 clusters Score -1020518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1020537.000000 Penalty: 4502.946777
	Iteration 22Q: 3 clusters Score -1020537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1020550.437500 Penalty: 4502.946777
	Iteration 23Q: 3 clusters Score -1020550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1020559.750000 Penalty: 4502.946777
	Iteration 24Q: 3 clusters Score -1020560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1020564.062500 Penalty: 4502.946777
	Iteration 25Q: 3 clusters Score -1020564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1020565.812500 Penalty: 4502.946777
	Iteration 26Q: 3 clusters Score -1020566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1020569.437500 Penalty: 4502.946777
	Iteration 27Q: 3 clusters Score -1020569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1020567.062500 Penalty: 4502.946777
	Iteration 28Q: 3 clusters Score -1020567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1020571.125000 Penalty: 4502.946777
	Iteration 29Q: 3 clusters Score -1020571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1020571.750000 Penalty: 4502.946777
	Iteration 30Q: 3 clusters Score -1020572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1020574.750000 Penalty: 4502.946777
	Iteration 31Q: 3 clusters Score -1020575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1020576.562500 Penalty: 4502.946777
	Iteration 32Q: 3 clusters Score -1020577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1020578.187500 Penalty: 4502.946777
	Iteration 33Q: 3 clusters Score -1020578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1020578.500000 Penalty: 4502.946777
	Iteration 34Q: 3 clusters Score -1020578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1020577.187500 Penalty: 4502.946777
	Iteration 35Q: 3 clusters Score -1020577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1020579.000000 Penalty: 4502.946777
	Iteration 36Q: 3 clusters Score -1020579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1020579.750000 Penalty: 4502.946777
	Iteration 37Q: 3 clusters Score -1020580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1020579.750000 Penalty: 4502.946777
	Iteration 38F: 3 clusters Score -1020580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Entering Unmasked Estep 
Score: -2308690.250000 Penalty: 2459.243652
	Iteration 0F: 2 clusters Score -2308690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2294435.250000 Penalty: 4918.487305
	Iteration 0F: 3 clusters Score -2294435 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2299279.000000 Penalty: 4918.487305
	Iteration 1F: 3 clusters Score -2299279 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2299777.250000 Penalty: 4918.487305
	Iteration 2F: 3 clusters Score -2299777 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2300335.000000 Penalty: 4918.487305
	Iteration 3F: 3 clusters Score -2300335 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2300988.750000 Penalty: 4918.487305
	Iteration 4F: 3 clusters Score -2300989 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2301750.250000 Penalty: 4918.487305
	Iteration 5F: 3 clusters Score -2301750 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2302425.000000 Penalty: 4918.487305
	Iteration 6F: 3 clusters Score -2302425 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2302975.750000 Penalty: 4918.487305
	Iteration 7F: 3 clusters Score -2302976 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2303406.750000 Penalty: 4918.487305
	Iteration 8Q: 3 clusters Score -2303407 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2303743.250000 Penalty: 4918.487305
	Iteration 9Q: 3 clusters Score -2303743 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2304008.500000 Penalty: 4918.487305
	Iteration 10Q: 3 clusters Score -2304008 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2304237.250000 Penalty: 4918.487305
	Iteration 11Q: 3 clusters Score -2304237 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2304498.500000 Penalty: 4918.487305
	Iteration 12Q: 3 clusters Score -2304498 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2304833.250000 Penalty: 4918.487305
	Iteration 13Q: 3 clusters Score -2304833 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2305216.500000 Penalty: 4918.487305
	Iteration 14Q: 3 clusters Score -2305216 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2305544.250000 Penalty: 4918.487305
	Iteration 15Q: 3 clusters Score -2305544 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2305760.000000 Penalty: 4918.487305
	Iteration 16Q: 3 clusters Score -2305760 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2305925.250000 Penalty: 4918.487305
	Iteration 17Q: 3 clusters Score -2305925 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2306025.250000 Penalty: 4918.487305
	Iteration 18Q: 3 clusters Score -2306025 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2306079.500000 Penalty: 4918.487305
	Iteration 19Q: 3 clusters Score -2306080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2306130.750000 Penalty: 4918.487305
	Iteration 20F: 3 clusters Score -2306131 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2306185.000000 Penalty: 4918.487305
	Iteration 21Q: 3 clusters Score -2306185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2306218.750000 Penalty: 4918.487305
	Iteration 22Q: 3 clusters Score -2306219 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2306251.000000 Penalty: 4918.487305
	Iteration 23Q: 3 clusters Score -2306251 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2306287.750000 Penalty: 4918.487305
	Iteration 24Q: 3 clusters Score -2306288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2306323.500000 Penalty: 4918.487305
	Iteration 25Q: 3 clusters Score -2306324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2306347.500000 Penalty: 4918.487305
	Iteration 26Q: 3 clusters Score -2306348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2306376.750000 Penalty: 4918.487305
	Iteration 27Q: 3 clusters Score -2306377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2306382.000000 Penalty: 4918.487305
	Iteration 28Q: 3 clusters Score -2306382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2306398.500000 Penalty: 4918.487305
	Iteration 29Q: 3 clusters Score -2306398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2306407.750000 Penalty: 4918.487305
	Iteration 30Q: 3 clusters Score -2306408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2306423.500000 Penalty: 4918.487305
	Iteration 31Q: 3 clusters Score -2306424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2306423.500000 Penalty: 4918.487305
	Iteration 32Q: 3 clusters Score -2306424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2306436.250000 Penalty: 4918.487305
	Iteration 33Q: 3 clusters Score -2306436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2306438.750000 Penalty: 4918.487305
	Iteration 34Q: 3 clusters Score -2306439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2306442.500000 Penalty: 4918.487305
	Iteration 35Q: 3 clusters Score -2306442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2306449.250000 Penalty: 4918.487305
	Iteration 36Q: 3 clusters Score -2306449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2306449.250000 Penalty: 4918.487305
	Iteration 37Q: 3 clusters Score -2306449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2306446.500000 Penalty: 4918.487305
	Iteration 38Q: 3 clusters Score -2306446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2306449.750000 Penalty: 4918.487305
	Iteration 39Q: 3 clusters Score -2306450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2306456.500000 Penalty: 4918.487305
	Iteration 40F: 3 clusters Score -2306456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2306451.500000 Penalty: 4918.487305
	Iteration 41Q: 3 clusters Score -2306452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2306456.000000 Penalty: 4918.487305
	Iteration 42Q: 3 clusters Score -2306456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2306460.000000 Penalty: 4918.487305
	Iteration 43Q: 3 clusters Score -2306460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2306468.500000 Penalty: 4918.487305
	Iteration 44Q: 3 clusters Score -2306468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2306469.750000 Penalty: 4918.487305
	Iteration 45Q: 3 clusters Score -2306470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2306472.000000 Penalty: 4918.487305
	Iteration 46Q: 3 clusters Score -2306472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2306478.250000 Penalty: 4918.487305
	Iteration 47Q: 3 clusters Score -2306478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2306484.750000 Penalty: 4918.487305
	Iteration 48Q: 3 clusters Score -2306485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2306484.750000 Penalty: 4918.487305
	Iteration 49Q: 3 clusters Score -2306485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2306492.750000 Penalty: 4918.487305
	Iteration 50Q: 3 clusters Score -2306493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2306499.500000 Penalty: 4918.487305
	Iteration 51Q: 3 clusters Score -2306500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2306496.500000 Penalty: 4918.487305
	Iteration 52Q: 3 clusters Score -2306496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2306496.500000 Penalty: 4918.487305
	Iteration 53Q: 3 clusters Score -2306496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2306506.000000 Penalty: 4918.487305
	Iteration 54Q: 3 clusters Score -2306506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2306514.000000 Penalty: 4918.487305
	Iteration 55Q: 3 clusters Score -2306514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2306510.750000 Penalty: 4918.487305
	Iteration 56Q: 3 clusters Score -2306511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2306507.500000 Penalty: 4918.487305
	Iteration 57Q: 3 clusters Score -2306508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2306509.500000 Penalty: 4918.487305
	Iteration 58Q: 3 clusters Score -2306510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2306514.500000 Penalty: 4918.487305
	Iteration 59Q: 3 clusters Score -2306514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2306513.750000 Penalty: 4918.487305
	Iteration 60F: 3 clusters Score -2306514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2306513.500000 Penalty: 4918.487305
	Iteration 61Q: 3 clusters Score -2306514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2306510.250000 Penalty: 4918.487305
	Iteration 62Q: 3 clusters Score -2306510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2306508.500000 Penalty: 4918.487305
	Iteration 63Q: 3 clusters Score -2306508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2306506.500000 Penalty: 4918.487305
	Iteration 64Q: 3 clusters Score -2306506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2306512.000000 Penalty: 4918.487305
	Iteration 65Q: 3 clusters Score -2306512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2306513.000000 Penalty: 4918.487305
	Iteration 66Q: 3 clusters Score -2306513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2306511.750000 Penalty: 4918.487305
	Iteration 67Q: 3 clusters Score -2306512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2306512.500000 Penalty: 4918.487305
	Iteration 68Q: 3 clusters Score -2306512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2306513.500000 Penalty: 4918.487305
	Iteration 69Q: 3 clusters Score -2306514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2306513.500000 Penalty: 4918.487305
	Iteration 70Q: 3 clusters Score -2306514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2306513.500000 Penalty: 4918.487305
	Iteration 71F: 3 clusters Score -2306514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (33591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Entering Unmasked Estep 
Score: -3778644.250000 Penalty: 2584.659180
	Iteration 0F: 2 clusters Score -3778644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3755889.000000 Penalty: 5169.318359
	Iteration 0F: 3 clusters Score -3755889 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3763949.000000 Penalty: 5169.318359
	Iteration 1F: 3 clusters Score -3763949 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3764475.500000 Penalty: 5169.318359
	Iteration 2Q: 3 clusters Score -3764476 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3765025.750000 Penalty: 5169.318359
	Iteration 3Q: 3 clusters Score -3765026 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3765550.250000 Penalty: 5169.318359
	Iteration 4Q: 3 clusters Score -3765550 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3766145.750000 Penalty: 5169.318359
	Iteration 5Q: 3 clusters Score -3766146 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3766785.500000 Penalty: 5169.318359
	Iteration 6Q: 3 clusters Score -3766786 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3767496.250000 Penalty: 5169.318359
	Iteration 7Q: 3 clusters Score -3767496 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3768205.000000 Penalty: 5169.318359
	Iteration 8Q: 3 clusters Score -3768205 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3768971.250000 Penalty: 5169.318359
	Iteration 9Q: 3 clusters Score -3768971 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3769713.000000 Penalty: 5169.318359
	Iteration 10Q: 3 clusters Score -3769713 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3770486.000000 Penalty: 5169.318359
	Iteration 11Q: 3 clusters Score -3770486 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3771351.000000 Penalty: 5169.318359
	Iteration 12Q: 3 clusters Score -3771351 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3772277.750000 Penalty: 5169.318359
	Iteration 13Q: 3 clusters Score -3772278 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3773206.250000 Penalty: 5169.318359
	Iteration 14Q: 3 clusters Score -3773206 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3774064.000000 Penalty: 5169.318359
	Iteration 15Q: 3 clusters Score -3774064 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3774809.250000 Penalty: 5169.318359
	Iteration 16Q: 3 clusters Score -3774809 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3775369.500000 Penalty: 5169.318359
	Iteration 17Q: 3 clusters Score -3775370 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3775736.000000 Penalty: 5169.318359
	Iteration 18Q: 3 clusters Score -3775736 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -3775948.500000 Penalty: 5169.318359
	Iteration 19Q: 3 clusters Score -3775948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3776074.500000 Penalty: 5169.318359
	Iteration 20F: 3 clusters Score -3776074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3776158.000000 Penalty: 5169.318359
	Iteration 21Q: 3 clusters Score -3776158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -3776217.250000 Penalty: 5169.318359
	Iteration 22Q: 3 clusters Score -3776217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3776251.250000 Penalty: 5169.318359
	Iteration 23Q: 3 clusters Score -3776251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -3776275.000000 Penalty: 5169.318359
	Iteration 24Q: 3 clusters Score -3776275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -3776286.000000 Penalty: 5169.318359
	Iteration 25Q: 3 clusters Score -3776286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3776300.250000 Penalty: 5169.318359
	Iteration 26Q: 3 clusters Score -3776300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3776322.000000 Penalty: 5169.318359
	Iteration 27Q: 3 clusters Score -3776322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3776331.250000 Penalty: 5169.318359
	Iteration 28Q: 3 clusters Score -3776331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -3776343.000000 Penalty: 5169.318359
	Iteration 29Q: 3 clusters Score -3776343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -3776345.000000 Penalty: 5169.318359
	Iteration 30Q: 3 clusters Score -3776345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3776350.500000 Penalty: 5169.318359
	Iteration 31Q: 3 clusters Score -3776350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -3776354.750000 Penalty: 5169.318359
	Iteration 32Q: 3 clusters Score -3776355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3776363.750000 Penalty: 5169.318359
	Iteration 33Q: 3 clusters Score -3776364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3776363.750000 Penalty: 5169.318359
	Iteration 34Q: 3 clusters Score -3776364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -3776363.250000 Penalty: 5169.318359
	Iteration 35Q: 3 clusters Score -3776363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3776359.250000 Penalty: 5169.318359
	Iteration 36Q: 3 clusters Score -3776359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -3776364.750000 Penalty: 5169.318359
	Iteration 37Q: 3 clusters Score -3776365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3776363.500000 Penalty: 5169.318359
	Iteration 38Q: 3 clusters Score -3776364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3776365.750000 Penalty: 5169.318359
	Iteration 39Q: 3 clusters Score -3776366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3776365.750000 Penalty: 5169.318359
	Iteration 40F: 3 clusters Score -3776366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -79928.117188 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -79928.12 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 363 members 
Entering Unmasked Estep 
Score: -78170.867188 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -78170.87 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78384.398438 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -78384.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78451.953125 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -78451.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78488.007812 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -78488.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78509.859375 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -78509.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78525.812500 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -78525.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78532.445312 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -78532.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78534.820312 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -78534.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78534.820312 Penalty: 3268.789307
	Iteration 8F: 3 clusters Score -78534.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Entering Unmasked Estep 
Score: -1184147.375000 Penalty: 2318.911621
	Iteration 0F: 2 clusters Score -1184147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1175606.500000 Penalty: 4637.823242
	Iteration 0F: 3 clusters Score -1175606 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1178628.000000 Penalty: 4637.823242
	Iteration 1F: 3 clusters Score -1178628 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1179490.625000 Penalty: 4637.823242
	Iteration 2F: 3 clusters Score -1179491 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1180345.875000 Penalty: 4637.823242
	Iteration 3F: 3 clusters Score -1180346 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1181106.625000 Penalty: 4637.823242
	Iteration 4F: 3 clusters Score -1181107 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1181717.750000 Penalty: 4637.823242
	Iteration 5F: 3 clusters Score -1181718 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1182220.250000 Penalty: 4637.823242
	Iteration 6F: 3 clusters Score -1182220 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1182744.125000 Penalty: 4637.823242
	Iteration 7Q: 3 clusters Score -1182744 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1183126.125000 Penalty: 4637.823242
	Iteration 8Q: 3 clusters Score -1183126 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1183351.000000 Penalty: 4637.823242
	Iteration 9Q: 3 clusters Score -1183351 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1183470.000000 Penalty: 4637.823242
	Iteration 10Q: 3 clusters Score -1183470 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1183548.000000 Penalty: 4637.823242
	Iteration 11Q: 3 clusters Score -1183548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1183586.750000 Penalty: 4637.823242
	Iteration 12Q: 3 clusters Score -1183587 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1183608.375000 Penalty: 4637.823242
	Iteration 13Q: 3 clusters Score -1183608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1183627.875000 Penalty: 4637.823242
	Iteration 14Q: 3 clusters Score -1183628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1183637.750000 Penalty: 4637.823242
	Iteration 15Q: 3 clusters Score -1183638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1183647.125000 Penalty: 4637.823242
	Iteration 16Q: 3 clusters Score -1183647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1183655.625000 Penalty: 4637.823242
	Iteration 17Q: 3 clusters Score -1183656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1183660.875000 Penalty: 4637.823242
	Iteration 18Q: 3 clusters Score -1183661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1183669.625000 Penalty: 4637.823242
	Iteration 19Q: 3 clusters Score -1183670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1183670.250000 Penalty: 4637.823242
	Iteration 20F: 3 clusters Score -1183670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1183673.000000 Penalty: 4637.823242
	Iteration 21Q: 3 clusters Score -1183673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1183674.125000 Penalty: 4637.823242
	Iteration 22Q: 3 clusters Score -1183674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1183678.000000 Penalty: 4637.823242
	Iteration 23Q: 3 clusters Score -1183678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1183677.875000 Penalty: 4637.823242
	Iteration 24Q: 3 clusters Score -1183678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1183677.500000 Penalty: 4637.823242
	Iteration 25Q: 3 clusters Score -1183678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1183678.625000 Penalty: 4637.823242
	Iteration 26Q: 3 clusters Score -1183679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1183679.625000 Penalty: 4637.823242
	Iteration 27Q: 3 clusters Score -1183680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1183680.500000 Penalty: 4637.823242
	Iteration 28Q: 3 clusters Score -1183680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1183677.625000 Penalty: 4637.823242
	Iteration 29Q: 3 clusters Score -1183678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1183678.500000 Penalty: 4637.823242
	Iteration 30Q: 3 clusters Score -1183678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1183678.500000 Penalty: 4637.823242
	Iteration 31Q: 3 clusters Score -1183678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1183682.000000 Penalty: 4637.823242
	Iteration 32Q: 3 clusters Score -1183682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1183682.500000 Penalty: 4637.823242
	Iteration 33Q: 3 clusters Score -1183682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1183683.500000 Penalty: 4637.823242
	Iteration 34Q: 3 clusters Score -1183684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1183684.500000 Penalty: 4637.823242
	Iteration 35Q: 3 clusters Score -1183684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1183685.250000 Penalty: 4637.823242
	Iteration 36Q: 3 clusters Score -1183685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1183689.000000 Penalty: 4637.823242
	Iteration 37Q: 3 clusters Score -1183689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1183696.625000 Penalty: 4637.823242
	Iteration 38Q: 3 clusters Score -1183697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1183703.000000 Penalty: 4637.823242
	Iteration 39Q: 3 clusters Score -1183703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1183709.375000 Penalty: 4637.823242
	Iteration 40F: 3 clusters Score -1183709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1183712.000000 Penalty: 4637.823242
	Iteration 41Q: 3 clusters Score -1183712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1183716.750000 Penalty: 4637.823242
	Iteration 42Q: 3 clusters Score -1183717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1183720.250000 Penalty: 4637.823242
	Iteration 43Q: 3 clusters Score -1183720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1183725.625000 Penalty: 4637.823242
	Iteration 44Q: 3 clusters Score -1183726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1183728.375000 Penalty: 4637.823242
	Iteration 45Q: 3 clusters Score -1183728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1183730.375000 Penalty: 4637.823242
	Iteration 46Q: 3 clusters Score -1183730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1183744.500000 Penalty: 4637.823242
	Iteration 47Q: 3 clusters Score -1183744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1183745.875000 Penalty: 4637.823242
	Iteration 48Q: 3 clusters Score -1183746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1183751.750000 Penalty: 4637.823242
	Iteration 49Q: 3 clusters Score -1183752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1183754.375000 Penalty: 4637.823242
	Iteration 50Q: 3 clusters Score -1183754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1183757.125000 Penalty: 4637.823242
	Iteration 51Q: 3 clusters Score -1183757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1183758.125000 Penalty: 4637.823242
	Iteration 52Q: 3 clusters Score -1183758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1183760.250000 Penalty: 4637.823242
	Iteration 53Q: 3 clusters Score -1183760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1183760.250000 Penalty: 4637.823242
	Iteration 54Q: 3 clusters Score -1183760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1183761.125000 Penalty: 4637.823242
	Iteration 55Q: 3 clusters Score -1183761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1183762.125000 Penalty: 4637.823242
	Iteration 56Q: 3 clusters Score -1183762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1183763.125000 Penalty: 4637.823242
	Iteration 57Q: 3 clusters Score -1183763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1183762.875000 Penalty: 4637.823242
	Iteration 58Q: 3 clusters Score -1183763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1183761.625000 Penalty: 4637.823242
	Iteration 59Q: 3 clusters Score -1183762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1183761.625000 Penalty: 4637.823242
	Iteration 60F: 3 clusters Score -1183762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -251807.515625 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -251807.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -248415.609375 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -248415.6 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -249411.828125 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -249411.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -249965.703125 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -249965.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250595.015625 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -250595 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -251089.109375 Penalty: 4014.660400
	Iteration 4F: 3 clusters Score -251089.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -251330.546875 Penalty: 4014.660400
	Iteration 5F: 3 clusters Score -251330.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -251447.015625 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -251447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -251512.484375 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -251512.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251571.156250 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -251571.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -251623.968750 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -251624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -251657.953125 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -251658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -251683.281250 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -251683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -251696.265625 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -251696.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -251708.953125 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -251709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -251715.750000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -251715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -251717.921875 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -251717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -251719.781250 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -251719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -251722.109375 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -251722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -251722.125000 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -251722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -251722.125000 Penalty: 4014.660400
	Iteration 19F: 3 clusters Score -251722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -385269.156250 Penalty: 2023.454102
	Iteration 0F: 2 clusters Score -385269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -381677.500000 Penalty: 4046.908203
	Iteration 0F: 3 clusters Score -381677.5 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -382532.750000 Penalty: 4046.908203
	Iteration 1F: 3 clusters Score -382532.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -382705.968750 Penalty: 4046.908203
	Iteration 2F: 3 clusters Score -382706 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -382812.500000 Penalty: 4046.908203
	Iteration 3Q: 3 clusters Score -382812.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -382911.375000 Penalty: 4046.908203
	Iteration 4Q: 3 clusters Score -382911.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -382992.500000 Penalty: 4046.908203
	Iteration 5Q: 3 clusters Score -382992.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -383070.531250 Penalty: 4046.908203
	Iteration 6Q: 3 clusters Score -383070.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -383169.625000 Penalty: 4046.908203
	Iteration 7Q: 3 clusters Score -383169.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -383270.843750 Penalty: 4046.908203
	Iteration 8Q: 3 clusters Score -383270.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -383347.750000 Penalty: 4046.908203
	Iteration 9Q: 3 clusters Score -383347.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -383420.375000 Penalty: 4046.908203
	Iteration 10Q: 3 clusters Score -383420.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -383468.125000 Penalty: 4046.908203
	Iteration 11Q: 3 clusters Score -383468.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -383509.156250 Penalty: 4046.908203
	Iteration 12Q: 3 clusters Score -383509.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -383545.468750 Penalty: 4046.908203
	Iteration 13Q: 3 clusters Score -383545.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -383575.343750 Penalty: 4046.908203
	Iteration 14Q: 3 clusters Score -383575.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -383606.500000 Penalty: 4046.908203
	Iteration 15Q: 3 clusters Score -383606.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -383634.812500 Penalty: 4046.908203
	Iteration 16Q: 3 clusters Score -383634.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -383656.781250 Penalty: 4046.908203
	Iteration 17Q: 3 clusters Score -383656.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -383674.687500 Penalty: 4046.908203
	Iteration 18Q: 3 clusters Score -383674.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -383687.281250 Penalty: 4046.908203
	Iteration 19Q: 3 clusters Score -383687.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -383698.375000 Penalty: 4046.908203
	Iteration 20F: 3 clusters Score -383698.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -383712.218750 Penalty: 4046.908203
	Iteration 21Q: 3 clusters Score -383712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383728.843750 Penalty: 4046.908203
	Iteration 22Q: 3 clusters Score -383728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -383739.937500 Penalty: 4046.908203
	Iteration 23Q: 3 clusters Score -383739.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -383747.875000 Penalty: 4046.908203
	Iteration 24Q: 3 clusters Score -383747.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -383762.000000 Penalty: 4046.908203
	Iteration 25Q: 3 clusters Score -383762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -383770.718750 Penalty: 4046.908203
	Iteration 26Q: 3 clusters Score -383770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -383777.343750 Penalty: 4046.908203
	Iteration 27Q: 3 clusters Score -383777.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -383788.375000 Penalty: 4046.908203
	Iteration 28Q: 3 clusters Score -383788.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -383802.031250 Penalty: 4046.908203
	Iteration 29Q: 3 clusters Score -383802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383811.906250 Penalty: 4046.908203
	Iteration 30Q: 3 clusters Score -383811.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383822.968750 Penalty: 4046.908203
	Iteration 31Q: 3 clusters Score -383823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -383834.343750 Penalty: 4046.908203
	Iteration 32Q: 3 clusters Score -383834.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -383850.812500 Penalty: 4046.908203
	Iteration 33Q: 3 clusters Score -383850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -383861.718750 Penalty: 4046.908203
	Iteration 34Q: 3 clusters Score -383861.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -383870.156250 Penalty: 4046.908203
	Iteration 35Q: 3 clusters Score -383870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -383875.812500 Penalty: 4046.908203
	Iteration 36Q: 3 clusters Score -383875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -383882.781250 Penalty: 4046.908203
	Iteration 37Q: 3 clusters Score -383882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -383886.281250 Penalty: 4046.908203
	Iteration 38Q: 3 clusters Score -383886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -383887.375000 Penalty: 4046.908203
	Iteration 39Q: 3 clusters Score -383887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -383889.468750 Penalty: 4046.908203
	Iteration 40F: 3 clusters Score -383889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -383888.750000 Penalty: 4046.908203
	Iteration 41Q: 3 clusters Score -383888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -383888.750000 Penalty: 4046.908203
	Iteration 42F: 3 clusters Score -383888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -384507.656250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -384507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -380895.718750 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -380895.7 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -381904.906250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -381904.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -382302.625000 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -382302.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -382589.031250 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -382589 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -382802.875000 Penalty: 4064.200439
	Iteration 4F: 3 clusters Score -382802.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -382976.437500 Penalty: 4064.200439
	Iteration 5F: 3 clusters Score -382976.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -383132.031250 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -383132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -383268.062500 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -383268.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -383373.062500 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -383373.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -383451.843750 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -383451.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -383533.687500 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -383533.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -383599.218750 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -383599.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -383644.312500 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -383644.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -383683.843750 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -383683.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -383708.062500 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -383708.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -383723.437500 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -383723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -383733.187500 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -383733.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -383739.218750 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -383739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -383743.312500 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -383743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -383748.125000 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -383748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -383753.968750 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -383754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -383761.750000 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -383761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -383768.000000 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -383768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -383771.687500 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -383771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -383773.218750 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -383773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -383774.156250 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -383774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -383775.812500 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -383775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -383775.750000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -383775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -383775.750000 Penalty: 4064.200439
	Iteration 28F: 3 clusters Score -383775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Entering Unmasked Estep 
Score: -1706209.750000 Penalty: 2380.568359
	Iteration 0F: 2 clusters Score -1706210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1695428.625000 Penalty: 4761.136719
	Iteration 0F: 3 clusters Score -1695429 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1698744.625000 Penalty: 4761.136719
	Iteration 1F: 3 clusters Score -1698745 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1699107.125000 Penalty: 4761.136719
	Iteration 2F: 3 clusters Score -1699107 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1699376.625000 Penalty: 4761.136719
	Iteration 3Q: 3 clusters Score -1699377 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1699634.875000 Penalty: 4761.136719
	Iteration 4Q: 3 clusters Score -1699635 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1699875.250000 Penalty: 4761.136719
	Iteration 5Q: 3 clusters Score -1699875 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1700129.500000 Penalty: 4761.136719
	Iteration 6Q: 3 clusters Score -1700130 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1700391.875000 Penalty: 4761.136719
	Iteration 7Q: 3 clusters Score -1700392 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1700715.500000 Penalty: 4761.136719
	Iteration 8Q: 3 clusters Score -1700716 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1701087.625000 Penalty: 4761.136719
	Iteration 9Q: 3 clusters Score -1701088 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1701542.750000 Penalty: 4761.136719
	Iteration 10Q: 3 clusters Score -1701543 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1702121.125000 Penalty: 4761.136719
	Iteration 11F: 3 clusters Score -1702121 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1702681.500000 Penalty: 4761.136719
	Iteration 12Q: 3 clusters Score -1702682 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1703114.750000 Penalty: 4761.136719
	Iteration 13Q: 3 clusters Score -1703115 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1703435.750000 Penalty: 4761.136719
	Iteration 14Q: 3 clusters Score -1703436 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1703639.875000 Penalty: 4761.136719
	Iteration 15Q: 3 clusters Score -1703640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1703776.625000 Penalty: 4761.136719
	Iteration 16Q: 3 clusters Score -1703777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1703872.375000 Penalty: 4761.136719
	Iteration 17Q: 3 clusters Score -1703872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1703950.875000 Penalty: 4761.136719
	Iteration 18Q: 3 clusters Score -1703951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1704003.750000 Penalty: 4761.136719
	Iteration 19Q: 3 clusters Score -1704004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1704039.750000 Penalty: 4761.136719
	Iteration 20F: 3 clusters Score -1704040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1704065.375000 Penalty: 4761.136719
	Iteration 21Q: 3 clusters Score -1704065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1704082.500000 Penalty: 4761.136719
	Iteration 22Q: 3 clusters Score -1704082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1704086.500000 Penalty: 4761.136719
	Iteration 23Q: 3 clusters Score -1704086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1704090.625000 Penalty: 4761.136719
	Iteration 24Q: 3 clusters Score -1704091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1704092.875000 Penalty: 4761.136719
	Iteration 25Q: 3 clusters Score -1704093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1704098.375000 Penalty: 4761.136719
	Iteration 26Q: 3 clusters Score -1704098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1704099.625000 Penalty: 4761.136719
	Iteration 27Q: 3 clusters Score -1704100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1704098.375000 Penalty: 4761.136719
	Iteration 28Q: 3 clusters Score -1704098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1704101.125000 Penalty: 4761.136719
	Iteration 29Q: 3 clusters Score -1704101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1704103.750000 Penalty: 4761.136719
	Iteration 30Q: 3 clusters Score -1704104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1704106.250000 Penalty: 4761.136719
	Iteration 31Q: 3 clusters Score -1704106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1704110.000000 Penalty: 4761.136719
	Iteration 32Q: 3 clusters Score -1704110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1704112.625000 Penalty: 4761.136719
	Iteration 33Q: 3 clusters Score -1704113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1704112.000000 Penalty: 4761.136719
	Iteration 34Q: 3 clusters Score -1704112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1704112.625000 Penalty: 4761.136719
	Iteration 35Q: 3 clusters Score -1704113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1704113.375000 Penalty: 4761.136719
	Iteration 36Q: 3 clusters Score -1704113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1704111.000000 Penalty: 4761.136719
	Iteration 37Q: 3 clusters Score -1704111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1704113.500000 Penalty: 4761.136719
	Iteration 38Q: 3 clusters Score -1704114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1704115.500000 Penalty: 4761.136719
	Iteration 39Q: 3 clusters Score -1704116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1704117.250000 Penalty: 4761.136719
	Iteration 40F: 3 clusters Score -1704117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1704121.500000 Penalty: 4761.136719
	Iteration 41Q: 3 clusters Score -1704122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1704121.500000 Penalty: 4761.136719
	Iteration 42F: 3 clusters Score -1704122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (25640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Entering Unmasked Estep 
Score: -2907434.750000 Penalty: 2517.673340
	Iteration 0F: 2 clusters Score -2907435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2889708.000000 Penalty: 5035.346680
	Iteration 0F: 3 clusters Score -2889708 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2895887.250000 Penalty: 5035.346680
	Iteration 1F: 3 clusters Score -2895887 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2896228.750000 Penalty: 5035.346680
	Iteration 2Q: 3 clusters Score -2896229 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2896505.500000 Penalty: 5035.346680
	Iteration 3Q: 3 clusters Score -2896506 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2896783.000000 Penalty: 5035.346680
	Iteration 4Q: 3 clusters Score -2896783 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2897062.750000 Penalty: 5035.346680
	Iteration 5Q: 3 clusters Score -2897063 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2897323.500000 Penalty: 5035.346680
	Iteration 6Q: 3 clusters Score -2897324 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2897580.000000 Penalty: 5035.346680
	Iteration 7Q: 3 clusters Score -2897580 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2897866.000000 Penalty: 5035.346680
	Iteration 8Q: 3 clusters Score -2897866 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2898201.000000 Penalty: 5035.346680
	Iteration 9Q: 3 clusters Score -2898201 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2898644.250000 Penalty: 5035.346680
	Iteration 10Q: 3 clusters Score -2898644 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2899082.500000 Penalty: 5035.346680
	Iteration 11Q: 3 clusters Score -2899082 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2899560.000000 Penalty: 5035.346680
	Iteration 12Q: 3 clusters Score -2899560 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2900048.250000 Penalty: 5035.346680
	Iteration 13Q: 3 clusters Score -2900048 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2900571.500000 Penalty: 5035.346680
	Iteration 14Q: 3 clusters Score -2900572 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2901115.250000 Penalty: 5035.346680
	Iteration 15Q: 3 clusters Score -2901115 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2901679.500000 Penalty: 5035.346680
	Iteration 16Q: 3 clusters Score -2901680 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2902280.500000 Penalty: 5035.346680
	Iteration 17Q: 3 clusters Score -2902280 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2902917.000000 Penalty: 5035.346680
	Iteration 18Q: 3 clusters Score -2902917 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2903470.250000 Penalty: 5035.346680
	Iteration 19Q: 3 clusters Score -2903470 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2904004.000000 Penalty: 5035.346680
	Iteration 20F: 3 clusters Score -2904004 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2904399.500000 Penalty: 5035.346680
	Iteration 21Q: 3 clusters Score -2904400 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2904678.250000 Penalty: 5035.346680
	Iteration 22Q: 3 clusters Score -2904678 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2904882.000000 Penalty: 5035.346680
	Iteration 23Q: 3 clusters Score -2904882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2905021.000000 Penalty: 5035.346680
	Iteration 24Q: 3 clusters Score -2905021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2905118.000000 Penalty: 5035.346680
	Iteration 25Q: 3 clusters Score -2905118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2905177.250000 Penalty: 5035.346680
	Iteration 26Q: 3 clusters Score -2905177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2905204.250000 Penalty: 5035.346680
	Iteration 27Q: 3 clusters Score -2905204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2905245.500000 Penalty: 5035.346680
	Iteration 28Q: 3 clusters Score -2905246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2905274.750000 Penalty: 5035.346680
	Iteration 29Q: 3 clusters Score -2905275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2905291.750000 Penalty: 5035.346680
	Iteration 30Q: 3 clusters Score -2905292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2905295.250000 Penalty: 5035.346680
	Iteration 31Q: 3 clusters Score -2905295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2905299.000000 Penalty: 5035.346680
	Iteration 32Q: 3 clusters Score -2905299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2905310.750000 Penalty: 5035.346680
	Iteration 33Q: 3 clusters Score -2905311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2905316.000000 Penalty: 5035.346680
	Iteration 34Q: 3 clusters Score -2905316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2905323.750000 Penalty: 5035.346680
	Iteration 35Q: 3 clusters Score -2905324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2905322.750000 Penalty: 5035.346680
	Iteration 36Q: 3 clusters Score -2905323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2905328.750000 Penalty: 5035.346680
	Iteration 37Q: 3 clusters Score -2905329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2905328.750000 Penalty: 5035.346680
	Iteration 38F: 3 clusters Score -2905329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -229345.984375 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -229346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -226579.296875 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -226579.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -227137.156250 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -227137.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227325.015625 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -227325 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -227502.156250 Penalty: 3813.473877
	Iteration 3F: 3 clusters Score -227502.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -227704.078125 Penalty: 3813.473877
	Iteration 4F: 3 clusters Score -227704.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -227881.531250 Penalty: 3813.473877
	Iteration 5F: 3 clusters Score -227881.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -228005.031250 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -228005 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -228104.843750 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -228104.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -228182.187500 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -228182.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -228243.484375 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -228243.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -228294.968750 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -228295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -228350.000000 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -228350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -228398.781250 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -228398.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -228449.312500 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -228449.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -228485.562500 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -228485.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -228522.093750 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -228522.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228576.406250 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -228576.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -228675.578125 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -228675.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -228797.843750 Penalty: 3813.473877
	Iteration 18Q: 3 clusters Score -228797.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -228930.000000 Penalty: 3813.473877
	Iteration 19Q: 3 clusters Score -228930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -229019.640625 Penalty: 3813.473877
	Iteration 20F: 3 clusters Score -229019.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229054.734375 Penalty: 3813.473877
	Iteration 21Q: 3 clusters Score -229054.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229076.765625 Penalty: 3813.473877
	Iteration 22Q: 3 clusters Score -229076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229089.593750 Penalty: 3813.473877
	Iteration 23Q: 3 clusters Score -229089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229094.968750 Penalty: 3813.473877
	Iteration 24Q: 3 clusters Score -229095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -229099.875000 Penalty: 3813.473877
	Iteration 25Q: 3 clusters Score -229099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -229101.687500 Penalty: 3813.473877
	Iteration 26Q: 3 clusters Score -229101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -229101.687500 Penalty: 3813.473877
	Iteration 27F: 3 clusters Score -229101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -550300.125000 Penalty: 2121.130615
	Iteration 0F: 2 clusters Score -550300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -545646.437500 Penalty: 4242.261230
	Iteration 0F: 3 clusters Score -545646.4 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -546955.500000 Penalty: 4242.261230
	Iteration 1F: 3 clusters Score -546955.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -547407.375000 Penalty: 4242.261230
	Iteration 2F: 3 clusters Score -547407.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -547778.750000 Penalty: 4242.261230
	Iteration 3F: 3 clusters Score -547778.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -548056.187500 Penalty: 4242.261230
	Iteration 4F: 3 clusters Score -548056.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -548332.812500 Penalty: 4242.261230
	Iteration 5F: 3 clusters Score -548332.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -548583.125000 Penalty: 4242.261230
	Iteration 6F: 3 clusters Score -548583.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -548787.000000 Penalty: 4242.261230
	Iteration 7Q: 3 clusters Score -548787 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -548930.875000 Penalty: 4242.261230
	Iteration 8Q: 3 clusters Score -548930.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -549032.062500 Penalty: 4242.261230
	Iteration 9Q: 3 clusters Score -549032.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -549117.687500 Penalty: 4242.261230
	Iteration 10Q: 3 clusters Score -549117.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -549181.437500 Penalty: 4242.261230
	Iteration 11Q: 3 clusters Score -549181.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -549236.062500 Penalty: 4242.261230
	Iteration 12Q: 3 clusters Score -549236.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -549271.062500 Penalty: 4242.261230
	Iteration 13Q: 3 clusters Score -549271.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -549294.062500 Penalty: 4242.261230
	Iteration 14Q: 3 clusters Score -549294.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -549302.250000 Penalty: 4242.261230
	Iteration 15Q: 3 clusters Score -549302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -549307.375000 Penalty: 4242.261230
	Iteration 16Q: 3 clusters Score -549307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -549309.250000 Penalty: 4242.261230
	Iteration 17Q: 3 clusters Score -549309.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -549313.500000 Penalty: 4242.261230
	Iteration 18Q: 3 clusters Score -549313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -549317.375000 Penalty: 4242.261230
	Iteration 19Q: 3 clusters Score -549317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -549316.250000 Penalty: 4242.261230
	Iteration 20F: 3 clusters Score -549316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -549317.687500 Penalty: 4242.261230
	Iteration 21Q: 3 clusters Score -549317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -549317.687500 Penalty: 4242.261230
	Iteration 22F: 3 clusters Score -549317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -381977.250000 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -381977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -378317.250000 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -378317.2 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -379162.406250 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -379162.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -379430.968750 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -379431 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -379642.843750 Penalty: 4060.209961
	Iteration 3F: 3 clusters Score -379642.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -379821.937500 Penalty: 4060.209961
	Iteration 4F: 3 clusters Score -379821.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -380003.062500 Penalty: 4060.209961
	Iteration 5F: 3 clusters Score -380003.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -380169.312500 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -380169.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -380323.218750 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -380323.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -380465.562500 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -380465.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -380569.187500 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -380569.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -380640.000000 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -380640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -380678.281250 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -380678.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -380701.625000 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -380701.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -380732.187500 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -380732.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -380751.218750 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -380751.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -380760.687500 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -380760.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -380766.500000 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -380766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -380773.125000 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -380773.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -380779.843750 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -380779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -380786.031250 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -380786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -380793.093750 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -380793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -380797.156250 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -380797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -380799.687500 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -380799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -380803.343750 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -380803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -380806.875000 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -380806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -380809.156250 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -380809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -380810.218750 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -380810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -380810.468750 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -380810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -380810.531250 Penalty: 4060.209961
	Iteration 28Q: 3 clusters Score -380810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -380811.875000 Penalty: 4060.209961
	Iteration 29Q: 3 clusters Score -380811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -380811.968750 Penalty: 4060.209961
	Iteration 30Q: 3 clusters Score -380812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -380812.031250 Penalty: 4060.209961
	Iteration 31Q: 3 clusters Score -380812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -380813.593750 Penalty: 4060.209961
	Iteration 32Q: 3 clusters Score -380813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -380813.875000 Penalty: 4060.209961
	Iteration 33Q: 3 clusters Score -380813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -380814.281250 Penalty: 4060.209961
	Iteration 34Q: 3 clusters Score -380814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -380815.156250 Penalty: 4060.209961
	Iteration 35Q: 3 clusters Score -380815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -380815.156250 Penalty: 4060.209961
	Iteration 36F: 3 clusters Score -380815.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -215434.265625 Penalty: 1879.506836
	Iteration 0F: 2 clusters Score -215434.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212814.062500 Penalty: 3759.013672
	Iteration 0F: 3 clusters Score -212814.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213298.187500 Penalty: 3759.013672
	Iteration 1F: 3 clusters Score -213298.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213413.828125 Penalty: 3759.013672
	Iteration 2F: 3 clusters Score -213413.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213489.218750 Penalty: 3759.013672
	Iteration 3Q: 3 clusters Score -213489.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -213539.703125 Penalty: 3759.013672
	Iteration 4Q: 3 clusters Score -213539.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -213567.812500 Penalty: 3759.013672
	Iteration 5Q: 3 clusters Score -213567.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213584.859375 Penalty: 3759.013672
	Iteration 6Q: 3 clusters Score -213584.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213597.781250 Penalty: 3759.013672
	Iteration 7Q: 3 clusters Score -213597.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -213616.421875 Penalty: 3759.013672
	Iteration 8Q: 3 clusters Score -213616.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -213626.437500 Penalty: 3759.013672
	Iteration 9Q: 3 clusters Score -213626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -213633.375000 Penalty: 3759.013672
	Iteration 10Q: 3 clusters Score -213633.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -213639.656250 Penalty: 3759.013672
	Iteration 11Q: 3 clusters Score -213639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213642.625000 Penalty: 3759.013672
	Iteration 12Q: 3 clusters Score -213642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -213645.890625 Penalty: 3759.013672
	Iteration 13Q: 3 clusters Score -213645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -213652.437500 Penalty: 3759.013672
	Iteration 14Q: 3 clusters Score -213652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213663.968750 Penalty: 3759.013672
	Iteration 15Q: 3 clusters Score -213664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213666.531250 Penalty: 3759.013672
	Iteration 16Q: 3 clusters Score -213666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213666.875000 Penalty: 3759.013672
	Iteration 17Q: 3 clusters Score -213666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213668.171875 Penalty: 3759.013672
	Iteration 18Q: 3 clusters Score -213668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213668.171875 Penalty: 3759.013672
	Iteration 19F: 3 clusters Score -213668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (54485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Entering Unmasked Estep 
Score: -6254665.000000 Penalty: 2704.608887
	Iteration 0F: 2 clusters Score -6254665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -6218042.500000 Penalty: 5409.217773
	Iteration 0F: 3 clusters Score -6218042 nChanged 25450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -6233111.000000 Penalty: 5409.217773
	Iteration 1F: 3 clusters Score -6233111 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6235078.500000 Penalty: 5409.217773
	Iteration 2F: 3 clusters Score -6235078 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -6237975.000000 Penalty: 5409.217773
	Iteration 3F: 3 clusters Score -6237975 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -6241166.000000 Penalty: 5409.217773
	Iteration 4F: 3 clusters Score -6241166 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -6243782.000000 Penalty: 5409.217773
	Iteration 5F: 3 clusters Score -6243782 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -6245546.000000 Penalty: 5409.217773
	Iteration 6F: 3 clusters Score -6245546 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -6246676.500000 Penalty: 5409.217773
	Iteration 7Q: 3 clusters Score -6246676 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -6247527.500000 Penalty: 5409.217773
	Iteration 8Q: 3 clusters Score -6247528 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -6248190.500000 Penalty: 5409.217773
	Iteration 9Q: 3 clusters Score -6248190 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -6248718.000000 Penalty: 5409.217773
	Iteration 10Q: 3 clusters Score -6248718 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -6249245.000000 Penalty: 5409.217773
	Iteration 11Q: 3 clusters Score -6249245 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -6249754.500000 Penalty: 5409.217773
	Iteration 12Q: 3 clusters Score -6249754 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -6250272.000000 Penalty: 5409.217773
	Iteration 13Q: 3 clusters Score -6250272 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -6250864.500000 Penalty: 5409.217773
	Iteration 14Q: 3 clusters Score -6250864 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -6251586.000000 Penalty: 5409.217773
	Iteration 15Q: 3 clusters Score -6251586 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -6252406.000000 Penalty: 5409.217773
	Iteration 16Q: 3 clusters Score -6252406 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6253391.000000 Penalty: 5409.217773
	Iteration 17Q: 3 clusters Score -6253391 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -6254266.000000 Penalty: 5409.217773
	Iteration 18Q: 3 clusters Score -6254266 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -6254796.500000 Penalty: 5409.217773
	Iteration 19Q: 3 clusters Score -6254796 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -6255101.000000 Penalty: 5409.217773
	Iteration 20F: 3 clusters Score -6255101 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -6255250.000000 Penalty: 5409.217773
	Iteration 21Q: 3 clusters Score -6255250 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -6255352.000000 Penalty: 5409.217773
	Iteration 22Q: 3 clusters Score -6255352 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -6255432.000000 Penalty: 5409.217773
	Iteration 23Q: 3 clusters Score -6255432 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -6255464.500000 Penalty: 5409.217773
	Iteration 24Q: 3 clusters Score -6255464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -6255493.500000 Penalty: 5409.217773
	Iteration 25Q: 3 clusters Score -6255494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -6255534.000000 Penalty: 5409.217773
	Iteration 26Q: 3 clusters Score -6255534 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -6255554.500000 Penalty: 5409.217773
	Iteration 27Q: 3 clusters Score -6255554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -6255585.000000 Penalty: 5409.217773
	Iteration 28Q: 3 clusters Score -6255585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -6255574.000000 Penalty: 5409.217773
	Iteration 29Q: 3 clusters Score -6255574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -6255572.000000 Penalty: 5409.217773
	Iteration 30Q: 3 clusters Score -6255572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -6255594.500000 Penalty: 5409.217773
	Iteration 31Q: 3 clusters Score -6255594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -6255599.500000 Penalty: 5409.217773
	Iteration 32Q: 3 clusters Score -6255600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -6255596.000000 Penalty: 5409.217773
	Iteration 33Q: 3 clusters Score -6255596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -6255616.500000 Penalty: 5409.217773
	Iteration 34Q: 3 clusters Score -6255616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -6255634.000000 Penalty: 5409.217773
	Iteration 35Q: 3 clusters Score -6255634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -6255632.000000 Penalty: 5409.217773
	Iteration 36Q: 3 clusters Score -6255632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6255632.000000 Penalty: 5409.217773
	Iteration 37Q: 3 clusters Score -6255632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -6255640.000000 Penalty: 5409.217773
	Iteration 38Q: 3 clusters Score -6255640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -6255646.500000 Penalty: 5409.217773
	Iteration 39Q: 3 clusters Score -6255646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -6255664.500000 Penalty: 5409.217773
	Iteration 40F: 3 clusters Score -6255664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -6255651.500000 Penalty: 5409.217773
	Iteration 41Q: 3 clusters Score -6255652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -6255648.500000 Penalty: 5409.217773
	Iteration 42Q: 3 clusters Score -6255648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -6255642.000000 Penalty: 5409.217773
	Iteration 43Q: 3 clusters Score -6255642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -6255651.500000 Penalty: 5409.217773
	Iteration 44Q: 3 clusters Score -6255652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -6255633.000000 Penalty: 5409.217773
	Iteration 45Q: 3 clusters Score -6255633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -6255644.000000 Penalty: 5409.217773
	Iteration 46Q: 3 clusters Score -6255644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -6255652.000000 Penalty: 5409.217773
	Iteration 47Q: 3 clusters Score -6255652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -6255652.000000 Penalty: 5409.217773
	Iteration 48Q: 3 clusters Score -6255652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6255639.500000 Penalty: 5409.217773
	Iteration 49Q: 3 clusters Score -6255640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -6255641.000000 Penalty: 5409.217773
	Iteration 50Q: 3 clusters Score -6255641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -6255646.500000 Penalty: 5409.217773
	Iteration 51Q: 3 clusters Score -6255646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6255645.000000 Penalty: 5409.217773
	Iteration 52Q: 3 clusters Score -6255645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -6255649.500000 Penalty: 5409.217773
	Iteration 53Q: 3 clusters Score -6255650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6255661.000000 Penalty: 5409.217773
	Iteration 54Q: 3 clusters Score -6255661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -6255665.500000 Penalty: 5409.217773
	Iteration 55Q: 3 clusters Score -6255666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -6255669.500000 Penalty: 5409.217773
	Iteration 56Q: 3 clusters Score -6255670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6255671.000000 Penalty: 5409.217773
	Iteration 57Q: 3 clusters Score -6255671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -6255682.000000 Penalty: 5409.217773
	Iteration 58Q: 3 clusters Score -6255682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -6255693.000000 Penalty: 5409.217773
	Iteration 59Q: 3 clusters Score -6255693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6255678.500000 Penalty: 5409.217773
	Iteration 60F: 3 clusters Score -6255678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -6255689.500000 Penalty: 5409.217773
	Iteration 61Q: 3 clusters Score -6255690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -6255689.000000 Penalty: 5409.217773
	Iteration 62Q: 3 clusters Score -6255689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6255690.000000 Penalty: 5409.217773
	Iteration 63Q: 3 clusters Score -6255690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -6255698.000000 Penalty: 5409.217773
	Iteration 64Q: 3 clusters Score -6255698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6255697.500000 Penalty: 5409.217773
	Iteration 65Q: 3 clusters Score -6255698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -6255699.500000 Penalty: 5409.217773
	Iteration 66Q: 3 clusters Score -6255700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -6255693.000000 Penalty: 5409.217773
	Iteration 67Q: 3 clusters Score -6255693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -6255688.000000 Penalty: 5409.217773
	Iteration 68Q: 3 clusters Score -6255688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -6255696.500000 Penalty: 5409.217773
	Iteration 69Q: 3 clusters Score -6255696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -6255686.000000 Penalty: 5409.217773
	Iteration 70Q: 3 clusters Score -6255686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -6255689.500000 Penalty: 5409.217773
	Iteration 71Q: 3 clusters Score -6255690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -6255690.000000 Penalty: 5409.217773
	Iteration 72Q: 3 clusters Score -6255690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -6255712.500000 Penalty: 5409.217773
	Iteration 73Q: 3 clusters Score -6255712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6255710.500000 Penalty: 5409.217773
	Iteration 74Q: 3 clusters Score -6255710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6255707.500000 Penalty: 5409.217773
	Iteration 75Q: 3 clusters Score -6255708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -6255707.000000 Penalty: 5409.217773
	Iteration 76Q: 3 clusters Score -6255707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -6255707.500000 Penalty: 5409.217773
	Iteration 77Q: 3 clusters Score -6255708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -6255708.500000 Penalty: 5409.217773
	Iteration 78Q: 3 clusters Score -6255708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -6255705.000000 Penalty: 5409.217773
	Iteration 79Q: 3 clusters Score -6255705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -6255708.500000 Penalty: 5409.217773
	Iteration 80F: 3 clusters Score -6255708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -6255710.500000 Penalty: 5409.217773
	Iteration 81Q: 3 clusters Score -6255710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6255708.500000 Penalty: 5409.217773
	Iteration 82Q: 3 clusters Score -6255708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -6255707.000000 Penalty: 5409.217773
	Iteration 83Q: 3 clusters Score -6255707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -6255711.000000 Penalty: 5409.217773
	Iteration 84Q: 3 clusters Score -6255711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -6255717.500000 Penalty: 5409.217773
	Iteration 85Q: 3 clusters Score -6255718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -6255715.500000 Penalty: 5409.217773
	Iteration 86Q: 3 clusters Score -6255716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -6255718.500000 Penalty: 5409.217773
	Iteration 87Q: 3 clusters Score -6255718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -6255715.500000 Penalty: 5409.217773
	Iteration 88Q: 3 clusters Score -6255716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -6255715.500000 Penalty: 5409.217773
	Iteration 89Q: 3 clusters Score -6255716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -6255712.500000 Penalty: 5409.217773
	Iteration 90Q: 3 clusters Score -6255712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -6255716.000000 Penalty: 5409.217773
	Iteration 91Q: 3 clusters Score -6255716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -6255712.500000 Penalty: 5409.217773
	Iteration 92Q: 3 clusters Score -6255712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -6255714.500000 Penalty: 5409.217773
	Iteration 93Q: 3 clusters Score -6255714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -6255711.500000 Penalty: 5409.217773
	Iteration 94Q: 3 clusters Score -6255712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -6255710.500000 Penalty: 5409.217773
	Iteration 95Q: 3 clusters Score -6255710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -6255716.000000 Penalty: 5409.217773
	Iteration 96Q: 3 clusters Score -6255716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -6255718.500000 Penalty: 5409.217773
	Iteration 97Q: 3 clusters Score -6255718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -6255718.500000 Penalty: 5409.217773
	Iteration 98F: 3 clusters Score -6255718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 44584 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 9901 members 
Entering Unmasked Estep 
Score: -212295600.000000 Penalty: 370088.218750
Splitting cluster 64 changes total score from -212296448.000000 to -212295600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -412666.468750 Penalty: 2097.498779
	Iteration 0F: 2 clusters Score -412666.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -408425.875000 Penalty: 4194.997559
	Iteration 0F: 3 clusters Score -408425.9 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -409900.500000 Penalty: 4194.997559
	Iteration 1F: 3 clusters Score -409900.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -410429.531250 Penalty: 4194.997559
	Iteration 2F: 3 clusters Score -410429.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -410850.875000 Penalty: 4194.997559
	Iteration 3F: 3 clusters Score -410850.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -411145.687500 Penalty: 4194.997559
	Iteration 4F: 3 clusters Score -411145.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -411349.187500 Penalty: 4194.997559
	Iteration 5Q: 3 clusters Score -411349.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -411478.593750 Penalty: 4194.997559
	Iteration 6Q: 3 clusters Score -411478.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -411548.656250 Penalty: 4194.997559
	Iteration 7Q: 3 clusters Score -411548.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -411584.968750 Penalty: 4194.997559
	Iteration 8Q: 3 clusters Score -411585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -411611.562500 Penalty: 4194.997559
	Iteration 9Q: 3 clusters Score -411611.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -411637.562500 Penalty: 4194.997559
	Iteration 10Q: 3 clusters Score -411637.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -411658.281250 Penalty: 4194.997559
	Iteration 11Q: 3 clusters Score -411658.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -411674.968750 Penalty: 4194.997559
	Iteration 12Q: 3 clusters Score -411675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -411693.343750 Penalty: 4194.997559
	Iteration 13Q: 3 clusters Score -411693.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -411702.593750 Penalty: 4194.997559
	Iteration 14Q: 3 clusters Score -411702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -411708.656250 Penalty: 4194.997559
	Iteration 15Q: 3 clusters Score -411708.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -411716.531250 Penalty: 4194.997559
	Iteration 16Q: 3 clusters Score -411716.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -411721.437500 Penalty: 4194.997559
	Iteration 17Q: 3 clusters Score -411721.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -411728.375000 Penalty: 4194.997559
	Iteration 18Q: 3 clusters Score -411728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -411733.000000 Penalty: 4194.997559
	Iteration 19Q: 3 clusters Score -411733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -411736.156250 Penalty: 4194.997559
	Iteration 20F: 3 clusters Score -411736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -411739.250000 Penalty: 4194.997559
	Iteration 21Q: 3 clusters Score -411739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -411744.093750 Penalty: 4194.997559
	Iteration 22Q: 3 clusters Score -411744.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -411753.093750 Penalty: 4194.997559
	Iteration 23Q: 3 clusters Score -411753.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -411758.250000 Penalty: 4194.997559
	Iteration 24Q: 3 clusters Score -411758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -411764.718750 Penalty: 4194.997559
	Iteration 25Q: 3 clusters Score -411764.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -411773.656250 Penalty: 4194.997559
	Iteration 26Q: 3 clusters Score -411773.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -411782.437500 Penalty: 4194.997559
	Iteration 27Q: 3 clusters Score -411782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -411792.812500 Penalty: 4194.997559
	Iteration 28Q: 3 clusters Score -411792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -411802.781250 Penalty: 4194.997559
	Iteration 29Q: 3 clusters Score -411802.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -411808.125000 Penalty: 4194.997559
	Iteration 30Q: 3 clusters Score -411808.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -411813.750000 Penalty: 4194.997559
	Iteration 31Q: 3 clusters Score -411813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -411815.875000 Penalty: 4194.997559
	Iteration 32Q: 3 clusters Score -411815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -411819.343750 Penalty: 4194.997559
	Iteration 33Q: 3 clusters Score -411819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -411821.406250 Penalty: 4194.997559
	Iteration 34Q: 3 clusters Score -411821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -411822.781250 Penalty: 4194.997559
	Iteration 35Q: 3 clusters Score -411822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -411827.031250 Penalty: 4194.997559
	Iteration 36Q: 3 clusters Score -411827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -411829.312500 Penalty: 4194.997559
	Iteration 37Q: 3 clusters Score -411829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -411833.718750 Penalty: 4194.997559
	Iteration 38Q: 3 clusters Score -411833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -411837.218750 Penalty: 4194.997559
	Iteration 39Q: 3 clusters Score -411837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -411840.562500 Penalty: 4194.997559
	Iteration 40F: 3 clusters Score -411840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -411843.312500 Penalty: 4194.997559
	Iteration 41Q: 3 clusters Score -411843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -411847.343750 Penalty: 4194.997559
	Iteration 42Q: 3 clusters Score -411847.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -411850.812500 Penalty: 4194.997559
	Iteration 43Q: 3 clusters Score -411850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -411852.875000 Penalty: 4194.997559
	Iteration 44Q: 3 clusters Score -411852.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -411857.781250 Penalty: 4194.997559
	Iteration 45Q: 3 clusters Score -411857.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -411864.062500 Penalty: 4194.997559
	Iteration 46Q: 3 clusters Score -411864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -411868.093750 Penalty: 4194.997559
	Iteration 47Q: 3 clusters Score -411868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -411875.031250 Penalty: 4194.997559
	Iteration 48Q: 3 clusters Score -411875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -411881.468750 Penalty: 4194.997559
	Iteration 49Q: 3 clusters Score -411881.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -411887.187500 Penalty: 4194.997559
	Iteration 50Q: 3 clusters Score -411887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -411893.250000 Penalty: 4194.997559
	Iteration 51Q: 3 clusters Score -411893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -411898.343750 Penalty: 4194.997559
	Iteration 52Q: 3 clusters Score -411898.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -411903.218750 Penalty: 4194.997559
	Iteration 53Q: 3 clusters Score -411903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -411906.843750 Penalty: 4194.997559
	Iteration 54Q: 3 clusters Score -411906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -411909.468750 Penalty: 4194.997559
	Iteration 55Q: 3 clusters Score -411909.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -411914.593750 Penalty: 4194.997559
	Iteration 56Q: 3 clusters Score -411914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -411918.812500 Penalty: 4194.997559
	Iteration 57Q: 3 clusters Score -411918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -411926.562500 Penalty: 4194.997559
	Iteration 58Q: 3 clusters Score -411926.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -411937.750000 Penalty: 4194.997559
	Iteration 59Q: 3 clusters Score -411937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -411949.750000 Penalty: 4194.997559
	Iteration 60F: 3 clusters Score -411949.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -411964.187500 Penalty: 4194.997559
	Iteration 61Q: 3 clusters Score -411964.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -411975.281250 Penalty: 4194.997559
	Iteration 62Q: 3 clusters Score -411975.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -411986.531250 Penalty: 4194.997559
	Iteration 63Q: 3 clusters Score -411986.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -411992.781250 Penalty: 4194.997559
	Iteration 64Q: 3 clusters Score -411992.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -412000.625000 Penalty: 4194.997559
	Iteration 65Q: 3 clusters Score -412000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -412003.031250 Penalty: 4194.997559
	Iteration 66Q: 3 clusters Score -412003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -412004.812500 Penalty: 4194.997559
	Iteration 67Q: 3 clusters Score -412004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -412004.625000 Penalty: 4194.997559
	Iteration 68Q: 3 clusters Score -412004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -412005.875000 Penalty: 4194.997559
	Iteration 69Q: 3 clusters Score -412005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -412005.687500 Penalty: 4194.997559
	Iteration 70Q: 3 clusters Score -412005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -412005.687500 Penalty: 4194.997559
	Iteration 71F: 3 clusters Score -412005.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -245403.171875 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -245403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -242533.640625 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -242533.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -243150.453125 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -243150.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -243370.750000 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -243370.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -243533.687500 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -243533.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -243682.500000 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -243682.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -243819.859375 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -243819.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -243942.921875 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -243942.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -244085.343750 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -244085.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -244211.078125 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -244211.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -244293.875000 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -244293.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -244342.828125 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -244342.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -244383.343750 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -244383.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244410.640625 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -244410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -244421.968750 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -244422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -244427.812500 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -244427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -244430.734375 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -244430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -244431.000000 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -244431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -244434.734375 Penalty: 3861.923828
	Iteration 17F: 3 clusters Score -244434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -244438.750000 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -244438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -244443.921875 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -244443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244450.656250 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -244450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -244455.234375 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -244455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -244458.500000 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -244458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -244459.593750 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -244459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -244461.046875 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -244461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -244462.859375 Penalty: 3861.923828
	Iteration 25Q: 3 clusters Score -244462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -244464.250000 Penalty: 3861.923828
	Iteration 26Q: 3 clusters Score -244464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -244465.593750 Penalty: 3861.923828
	Iteration 27Q: 3 clusters Score -244465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -244466.375000 Penalty: 3861.923828
	Iteration 28Q: 3 clusters Score -244466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -244466.140625 Penalty: 3861.923828
	Iteration 29Q: 3 clusters Score -244466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -244467.046875 Penalty: 3861.923828
	Iteration 30Q: 3 clusters Score -244467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -244467.046875 Penalty: 3861.923828
	Iteration 31F: 3 clusters Score -244467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -550635.125000 Penalty: 2110.721436
	Iteration 0F: 2 clusters Score -550635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -546184.250000 Penalty: 4221.442871
	Iteration 0F: 3 clusters Score -546184.2 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -547395.625000 Penalty: 4221.442871
	Iteration 1F: 3 clusters Score -547395.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -547841.937500 Penalty: 4221.442871
	Iteration 2F: 3 clusters Score -547841.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -548243.250000 Penalty: 4221.442871
	Iteration 3F: 3 clusters Score -548243.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -548579.437500 Penalty: 4221.442871
	Iteration 4F: 3 clusters Score -548579.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -548882.250000 Penalty: 4221.442871
	Iteration 5F: 3 clusters Score -548882.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -549119.562500 Penalty: 4221.442871
	Iteration 6Q: 3 clusters Score -549119.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -549330.812500 Penalty: 4221.442871
	Iteration 7Q: 3 clusters Score -549330.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -549571.937500 Penalty: 4221.442871
	Iteration 8F: 3 clusters Score -549571.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -549898.625000 Penalty: 4221.442871
	Iteration 9F: 3 clusters Score -549898.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -550276.562500 Penalty: 4221.442871
	Iteration 10F: 3 clusters Score -550276.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -550665.375000 Penalty: 4221.442871
	Iteration 11F: 3 clusters Score -550665.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -550951.437500 Penalty: 4221.442871
	Iteration 12Q: 3 clusters Score -550951.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -551174.687500 Penalty: 4221.442871
	Iteration 13Q: 3 clusters Score -551174.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -551293.187500 Penalty: 4221.442871
	Iteration 14Q: 3 clusters Score -551293.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -551345.312500 Penalty: 4221.442871
	Iteration 15Q: 3 clusters Score -551345.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -551369.250000 Penalty: 4221.442871
	Iteration 16Q: 3 clusters Score -551369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -551381.562500 Penalty: 4221.442871
	Iteration 17Q: 3 clusters Score -551381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -551394.812500 Penalty: 4221.442871
	Iteration 18Q: 3 clusters Score -551394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -551398.875000 Penalty: 4221.442871
	Iteration 19Q: 3 clusters Score -551398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -551404.687500 Penalty: 4221.442871
	Iteration 20F: 3 clusters Score -551404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -551405.562500 Penalty: 4221.442871
	Iteration 21Q: 3 clusters Score -551405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -551406.437500 Penalty: 4221.442871
	Iteration 22Q: 3 clusters Score -551406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -551406.437500 Penalty: 4221.442871
	Iteration 23F: 3 clusters Score -551406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4031 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 938 members 
Entering Unmasked Estep 
Score: -212295456.000000 Penalty: 370088.218750
Splitting cluster 67 changes total score from -212296448.000000 to -212295456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -706532.125000 Penalty: 2168.000000
	Iteration 0F: 2 clusters Score -706532.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -701220.187500 Penalty: 4336.000000
	Iteration 0F: 3 clusters Score -701220.2 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -702674.312500 Penalty: 4336.000000
	Iteration 1F: 3 clusters Score -702674.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -702929.312500 Penalty: 4336.000000
	Iteration 2F: 3 clusters Score -702929.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -703083.750000 Penalty: 4336.000000
	Iteration 3Q: 3 clusters Score -703083.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -703189.500000 Penalty: 4336.000000
	Iteration 4Q: 3 clusters Score -703189.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -703264.250000 Penalty: 4336.000000
	Iteration 5Q: 3 clusters Score -703264.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -703333.500000 Penalty: 4336.000000
	Iteration 6Q: 3 clusters Score -703333.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -703390.250000 Penalty: 4336.000000
	Iteration 7Q: 3 clusters Score -703390.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -703437.125000 Penalty: 4336.000000
	Iteration 8Q: 3 clusters Score -703437.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -703477.875000 Penalty: 4336.000000
	Iteration 9Q: 3 clusters Score -703477.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -703525.937500 Penalty: 4336.000000
	Iteration 10Q: 3 clusters Score -703525.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -703573.500000 Penalty: 4336.000000
	Iteration 11Q: 3 clusters Score -703573.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -703621.500000 Penalty: 4336.000000
	Iteration 12Q: 3 clusters Score -703621.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -703664.562500 Penalty: 4336.000000
	Iteration 13Q: 3 clusters Score -703664.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -703707.437500 Penalty: 4336.000000
	Iteration 14Q: 3 clusters Score -703707.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -703752.375000 Penalty: 4336.000000
	Iteration 15Q: 3 clusters Score -703752.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -703811.062500 Penalty: 4336.000000
	Iteration 16Q: 3 clusters Score -703811.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -703869.562500 Penalty: 4336.000000
	Iteration 17Q: 3 clusters Score -703869.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -703937.312500 Penalty: 4336.000000
	Iteration 18Q: 3 clusters Score -703937.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -704018.375000 Penalty: 4336.000000
	Iteration 19Q: 3 clusters Score -704018.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -704102.937500 Penalty: 4336.000000
	Iteration 20F: 3 clusters Score -704102.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -704184.437500 Penalty: 4336.000000
	Iteration 21Q: 3 clusters Score -704184.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -704265.812500 Penalty: 4336.000000
	Iteration 22Q: 3 clusters Score -704265.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -704343.187500 Penalty: 4336.000000
	Iteration 23Q: 3 clusters Score -704343.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -704424.937500 Penalty: 4336.000000
	Iteration 24Q: 3 clusters Score -704424.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -704499.687500 Penalty: 4336.000000
	Iteration 25Q: 3 clusters Score -704499.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -704576.062500 Penalty: 4336.000000
	Iteration 26Q: 3 clusters Score -704576.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -704641.687500 Penalty: 4336.000000
	Iteration 27Q: 3 clusters Score -704641.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -704705.375000 Penalty: 4336.000000
	Iteration 28Q: 3 clusters Score -704705.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -704754.500000 Penalty: 4336.000000
	Iteration 29Q: 3 clusters Score -704754.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -704793.875000 Penalty: 4336.000000
	Iteration 30Q: 3 clusters Score -704793.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -704832.437500 Penalty: 4336.000000
	Iteration 31Q: 3 clusters Score -704832.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -704858.937500 Penalty: 4336.000000
	Iteration 32Q: 3 clusters Score -704858.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -704879.750000 Penalty: 4336.000000
	Iteration 33Q: 3 clusters Score -704879.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -704901.062500 Penalty: 4336.000000
	Iteration 34Q: 3 clusters Score -704901.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -704914.562500 Penalty: 4336.000000
	Iteration 35Q: 3 clusters Score -704914.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -704921.750000 Penalty: 4336.000000
	Iteration 36Q: 3 clusters Score -704921.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -704926.437500 Penalty: 4336.000000
	Iteration 37Q: 3 clusters Score -704926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -704928.062500 Penalty: 4336.000000
	Iteration 38Q: 3 clusters Score -704928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -704928.062500 Penalty: 4336.000000
	Iteration 39F: 3 clusters Score -704928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -877671.000000 Penalty: 2232.669922
	Iteration 0F: 2 clusters Score -877671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -871261.187500 Penalty: 4465.339844
	Iteration 0F: 3 clusters Score -871261.2 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -873115.750000 Penalty: 4465.339844
	Iteration 1F: 3 clusters Score -873115.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -873479.937500 Penalty: 4465.339844
	Iteration 2F: 3 clusters Score -873479.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -873830.937500 Penalty: 4465.339844
	Iteration 3F: 3 clusters Score -873830.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -874235.687500 Penalty: 4465.339844
	Iteration 4F: 3 clusters Score -874235.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -874635.250000 Penalty: 4465.339844
	Iteration 5F: 3 clusters Score -874635.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -875020.062500 Penalty: 4465.339844
	Iteration 6F: 3 clusters Score -875020.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -875350.000000 Penalty: 4465.339844
	Iteration 7F: 3 clusters Score -875350 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -875618.187500 Penalty: 4465.339844
	Iteration 8Q: 3 clusters Score -875618.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -875785.000000 Penalty: 4465.339844
	Iteration 9Q: 3 clusters Score -875785 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -875890.000000 Penalty: 4465.339844
	Iteration 10Q: 3 clusters Score -875890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -875967.062500 Penalty: 4465.339844
	Iteration 11Q: 3 clusters Score -875967.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -876012.187500 Penalty: 4465.339844
	Iteration 12Q: 3 clusters Score -876012.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -876048.687500 Penalty: 4465.339844
	Iteration 13Q: 3 clusters Score -876048.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -876075.187500 Penalty: 4465.339844
	Iteration 14Q: 3 clusters Score -876075.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -876092.250000 Penalty: 4465.339844
	Iteration 15Q: 3 clusters Score -876092.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -876107.000000 Penalty: 4465.339844
	Iteration 16Q: 3 clusters Score -876107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -876110.000000 Penalty: 4465.339844
	Iteration 17Q: 3 clusters Score -876110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -876114.000000 Penalty: 4465.339844
	Iteration 18Q: 3 clusters Score -876114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -876115.437500 Penalty: 4465.339844
	Iteration 19Q: 3 clusters Score -876115.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -876118.812500 Penalty: 4465.339844
	Iteration 20F: 3 clusters Score -876118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -876120.250000 Penalty: 4465.339844
	Iteration 21Q: 3 clusters Score -876120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -876121.562500 Penalty: 4465.339844
	Iteration 22Q: 3 clusters Score -876121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -876121.812500 Penalty: 4465.339844
	Iteration 23Q: 3 clusters Score -876121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -876125.687500 Penalty: 4465.339844
	Iteration 24Q: 3 clusters Score -876125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -876126.312500 Penalty: 4465.339844
	Iteration 25Q: 3 clusters Score -876126.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -876128.375000 Penalty: 4465.339844
	Iteration 26Q: 3 clusters Score -876128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -876132.375000 Penalty: 4465.339844
	Iteration 27Q: 3 clusters Score -876132.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -876136.812500 Penalty: 4465.339844
	Iteration 28Q: 3 clusters Score -876136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -876138.437500 Penalty: 4465.339844
	Iteration 29Q: 3 clusters Score -876138.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -876139.875000 Penalty: 4465.339844
	Iteration 30Q: 3 clusters Score -876139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -876141.562500 Penalty: 4465.339844
	Iteration 31Q: 3 clusters Score -876141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -876145.187500 Penalty: 4465.339844
	Iteration 32Q: 3 clusters Score -876145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -876143.125000 Penalty: 4465.339844
	Iteration 33Q: 3 clusters Score -876143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -876146.062500 Penalty: 4465.339844
	Iteration 34Q: 3 clusters Score -876146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -876146.875000 Penalty: 4465.339844
	Iteration 35Q: 3 clusters Score -876146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -876149.250000 Penalty: 4465.339844
	Iteration 36Q: 3 clusters Score -876149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -876148.687500 Penalty: 4465.339844
	Iteration 37Q: 3 clusters Score -876148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -876147.812500 Penalty: 4465.339844
	Iteration 38Q: 3 clusters Score -876147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -876149.187500 Penalty: 4465.339844
	Iteration 39Q: 3 clusters Score -876149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -876148.562500 Penalty: 4465.339844
	Iteration 40F: 3 clusters Score -876148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -876148.000000 Penalty: 4465.339844
	Iteration 41Q: 3 clusters Score -876148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -876148.000000 Penalty: 4465.339844
	Iteration 42F: 3 clusters Score -876148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -702322.937500 Penalty: 2166.290527
	Iteration 0F: 2 clusters Score -702322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -697059.562500 Penalty: 4332.581055
	Iteration 0F: 3 clusters Score -697059.6 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -698346.500000 Penalty: 4332.581055
	Iteration 1F: 3 clusters Score -698346.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -698569.250000 Penalty: 4332.581055
	Iteration 2F: 3 clusters Score -698569.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -698714.812500 Penalty: 4332.581055
	Iteration 3Q: 3 clusters Score -698714.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -698820.062500 Penalty: 4332.581055
	Iteration 4Q: 3 clusters Score -698820.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -698901.812500 Penalty: 4332.581055
	Iteration 5Q: 3 clusters Score -698901.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -698967.000000 Penalty: 4332.581055
	Iteration 6Q: 3 clusters Score -698967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -699021.187500 Penalty: 4332.581055
	Iteration 7Q: 3 clusters Score -699021.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -699075.562500 Penalty: 4332.581055
	Iteration 8Q: 3 clusters Score -699075.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -699124.375000 Penalty: 4332.581055
	Iteration 9Q: 3 clusters Score -699124.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -699178.250000 Penalty: 4332.581055
	Iteration 10Q: 3 clusters Score -699178.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -699239.437500 Penalty: 4332.581055
	Iteration 11Q: 3 clusters Score -699239.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -699302.875000 Penalty: 4332.581055
	Iteration 12Q: 3 clusters Score -699302.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -699380.375000 Penalty: 4332.581055
	Iteration 13Q: 3 clusters Score -699380.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -699480.375000 Penalty: 4332.581055
	Iteration 14Q: 3 clusters Score -699480.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -699577.562500 Penalty: 4332.581055
	Iteration 15Q: 3 clusters Score -699577.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -699675.937500 Penalty: 4332.581055
	Iteration 16Q: 3 clusters Score -699675.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -699775.625000 Penalty: 4332.581055
	Iteration 17Q: 3 clusters Score -699775.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -699867.000000 Penalty: 4332.581055
	Iteration 18Q: 3 clusters Score -699867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -699943.125000 Penalty: 4332.581055
	Iteration 19Q: 3 clusters Score -699943.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -700016.562500 Penalty: 4332.581055
	Iteration 20F: 3 clusters Score -700016.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -700083.875000 Penalty: 4332.581055
	Iteration 21Q: 3 clusters Score -700083.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -700138.937500 Penalty: 4332.581055
	Iteration 22Q: 3 clusters Score -700138.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -700174.500000 Penalty: 4332.581055
	Iteration 23Q: 3 clusters Score -700174.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -700208.937500 Penalty: 4332.581055
	Iteration 24Q: 3 clusters Score -700208.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -700243.625000 Penalty: 4332.581055
	Iteration 25Q: 3 clusters Score -700243.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -700278.062500 Penalty: 4332.581055
	Iteration 26Q: 3 clusters Score -700278.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -700300.812500 Penalty: 4332.581055
	Iteration 27Q: 3 clusters Score -700300.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -700324.250000 Penalty: 4332.581055
	Iteration 28Q: 3 clusters Score -700324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -700341.562500 Penalty: 4332.581055
	Iteration 29Q: 3 clusters Score -700341.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -700359.937500 Penalty: 4332.581055
	Iteration 30Q: 3 clusters Score -700359.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -700379.750000 Penalty: 4332.581055
	Iteration 31Q: 3 clusters Score -700379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -700396.750000 Penalty: 4332.581055
	Iteration 32Q: 3 clusters Score -700396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -700407.937500 Penalty: 4332.581055
	Iteration 33Q: 3 clusters Score -700407.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -700422.187500 Penalty: 4332.581055
	Iteration 34Q: 3 clusters Score -700422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -700434.250000 Penalty: 4332.581055
	Iteration 35Q: 3 clusters Score -700434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -700441.750000 Penalty: 4332.581055
	Iteration 36Q: 3 clusters Score -700441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -700448.375000 Penalty: 4332.581055
	Iteration 37Q: 3 clusters Score -700448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -700452.062500 Penalty: 4332.581055
	Iteration 38Q: 3 clusters Score -700452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -700454.312500 Penalty: 4332.581055
	Iteration 39Q: 3 clusters Score -700454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -700458.875000 Penalty: 4332.581055
	Iteration 40F: 3 clusters Score -700458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -700463.437500 Penalty: 4332.581055
	Iteration 41Q: 3 clusters Score -700463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -700464.062500 Penalty: 4332.581055
	Iteration 42Q: 3 clusters Score -700464.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -700466.687500 Penalty: 4332.581055
	Iteration 43Q: 3 clusters Score -700466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -700467.437500 Penalty: 4332.581055
	Iteration 44Q: 3 clusters Score -700467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -700469.812500 Penalty: 4332.581055
	Iteration 45Q: 3 clusters Score -700469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -700471.625000 Penalty: 4332.581055
	Iteration 46Q: 3 clusters Score -700471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -700471.625000 Penalty: 4332.581055
	Iteration 47F: 3 clusters Score -700471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -658060.250000 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -658060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -652823.562500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -652823.6 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -654295.062500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -654295.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -654750.062500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -654750.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -655168.812500 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -655168.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -655599.875000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -655599.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -655966.562500 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -655966.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -656201.000000 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -656201 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -656378.812500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -656378.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -656516.437500 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -656516.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -656619.250000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -656619.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -656704.875000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -656704.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -656772.062500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -656772.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -656824.250000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -656824.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -656856.375000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -656856.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -656888.500000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -656888.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -656914.937500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -656914.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -656943.500000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -656943.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -656981.875000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -656981.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -657009.312500 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -657009.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -657023.562500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -657023.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -657032.062500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -657032.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -657036.750000 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -657036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -657043.937500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -657043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -657054.875000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -657054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -657065.062500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -657065.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -657075.312500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -657075.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -657084.750000 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -657084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -657090.500000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -657090.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -657099.250000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -657099.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -657105.000000 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -657105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -657112.437500 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -657112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -657116.000000 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -657116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -657119.500000 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -657119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -657120.187500 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -657120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -657122.437500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -657122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -657123.875000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -657123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -657124.812500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -657124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -657126.250000 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -657126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -657128.687500 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -657128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -657127.062500 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -657127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -657127.437500 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -657127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (18840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Entering Unmasked Estep 
Score: -1949026.000000 Penalty: 2441.246826
	Iteration 0F: 2 clusters Score -1949026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1935789.250000 Penalty: 4882.493652
	Iteration 0F: 3 clusters Score -1935789 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1940610.250000 Penalty: 4882.493652
	Iteration 1F: 3 clusters Score -1940610 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1941288.000000 Penalty: 4882.493652
	Iteration 2F: 3 clusters Score -1941288 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1941875.625000 Penalty: 4882.493652
	Iteration 3F: 3 clusters Score -1941876 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1942380.750000 Penalty: 4882.493652
	Iteration 4F: 3 clusters Score -1942381 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1942915.000000 Penalty: 4882.493652
	Iteration 5F: 3 clusters Score -1942915 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1943431.375000 Penalty: 4882.493652
	Iteration 6Q: 3 clusters Score -1943431 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1943817.500000 Penalty: 4882.493652
	Iteration 7Q: 3 clusters Score -1943818 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1944152.250000 Penalty: 4882.493652
	Iteration 8Q: 3 clusters Score -1944152 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1944406.875000 Penalty: 4882.493652
	Iteration 9Q: 3 clusters Score -1944407 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1944590.125000 Penalty: 4882.493652
	Iteration 10Q: 3 clusters Score -1944590 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1944705.250000 Penalty: 4882.493652
	Iteration 11Q: 3 clusters Score -1944705 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1944781.875000 Penalty: 4882.493652
	Iteration 12Q: 3 clusters Score -1944782 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1944852.000000 Penalty: 4882.493652
	Iteration 13Q: 3 clusters Score -1944852 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1944913.875000 Penalty: 4882.493652
	Iteration 14Q: 3 clusters Score -1944914 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1944955.375000 Penalty: 4882.493652
	Iteration 15Q: 3 clusters Score -1944955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1944998.375000 Penalty: 4882.493652
	Iteration 16Q: 3 clusters Score -1944998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1945025.625000 Penalty: 4882.493652
	Iteration 17Q: 3 clusters Score -1945026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1945057.375000 Penalty: 4882.493652
	Iteration 18Q: 3 clusters Score -1945057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1945077.375000 Penalty: 4882.493652
	Iteration 19Q: 3 clusters Score -1945077 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1945108.625000 Penalty: 4882.493652
	Iteration 20F: 3 clusters Score -1945109 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1945131.375000 Penalty: 4882.493652
	Iteration 21Q: 3 clusters Score -1945131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1945148.875000 Penalty: 4882.493652
	Iteration 22Q: 3 clusters Score -1945149 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1945176.125000 Penalty: 4882.493652
	Iteration 23Q: 3 clusters Score -1945176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1945216.250000 Penalty: 4882.493652
	Iteration 24Q: 3 clusters Score -1945216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1945240.500000 Penalty: 4882.493652
	Iteration 25Q: 3 clusters Score -1945240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1945276.500000 Penalty: 4882.493652
	Iteration 26Q: 3 clusters Score -1945276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1945319.750000 Penalty: 4882.493652
	Iteration 27Q: 3 clusters Score -1945320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1945364.875000 Penalty: 4882.493652
	Iteration 28Q: 3 clusters Score -1945365 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1945399.375000 Penalty: 4882.493652
	Iteration 29Q: 3 clusters Score -1945399 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1945433.250000 Penalty: 4882.493652
	Iteration 30Q: 3 clusters Score -1945433 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1945476.875000 Penalty: 4882.493652
	Iteration 31Q: 3 clusters Score -1945477 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1945522.750000 Penalty: 4882.493652
	Iteration 32Q: 3 clusters Score -1945523 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1945580.750000 Penalty: 4882.493652
	Iteration 33Q: 3 clusters Score -1945581 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1945636.875000 Penalty: 4882.493652
	Iteration 34Q: 3 clusters Score -1945637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1945699.500000 Penalty: 4882.493652
	Iteration 35Q: 3 clusters Score -1945700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1945782.250000 Penalty: 4882.493652
	Iteration 36Q: 3 clusters Score -1945782 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1945859.250000 Penalty: 4882.493652
	Iteration 37Q: 3 clusters Score -1945859 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1945932.375000 Penalty: 4882.493652
	Iteration 38Q: 3 clusters Score -1945932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1946022.750000 Penalty: 4882.493652
	Iteration 39Q: 3 clusters Score -1946023 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1946116.250000 Penalty: 4882.493652
	Iteration 40F: 3 clusters Score -1946116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1946197.875000 Penalty: 4882.493652
	Iteration 41Q: 3 clusters Score -1946198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1946289.750000 Penalty: 4882.493652
	Iteration 42Q: 3 clusters Score -1946290 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1946367.250000 Penalty: 4882.493652
	Iteration 43Q: 3 clusters Score -1946367 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1946441.500000 Penalty: 4882.493652
	Iteration 44Q: 3 clusters Score -1946442 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1946518.625000 Penalty: 4882.493652
	Iteration 45Q: 3 clusters Score -1946519 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1946579.000000 Penalty: 4882.493652
	Iteration 46Q: 3 clusters Score -1946579 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1946651.875000 Penalty: 4882.493652
	Iteration 47Q: 3 clusters Score -1946652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1946708.875000 Penalty: 4882.493652
	Iteration 48Q: 3 clusters Score -1946709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1946753.875000 Penalty: 4882.493652
	Iteration 49Q: 3 clusters Score -1946754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1946803.000000 Penalty: 4882.493652
	Iteration 50Q: 3 clusters Score -1946803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1946848.250000 Penalty: 4882.493652
	Iteration 51Q: 3 clusters Score -1946848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1946889.000000 Penalty: 4882.493652
	Iteration 52Q: 3 clusters Score -1946889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1946923.750000 Penalty: 4882.493652
	Iteration 53Q: 3 clusters Score -1946924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1946967.000000 Penalty: 4882.493652
	Iteration 54Q: 3 clusters Score -1946967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1947001.750000 Penalty: 4882.493652
	Iteration 55Q: 3 clusters Score -1947002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1947014.375000 Penalty: 4882.493652
	Iteration 56Q: 3 clusters Score -1947014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1947035.000000 Penalty: 4882.493652
	Iteration 57Q: 3 clusters Score -1947035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1947059.250000 Penalty: 4882.493652
	Iteration 58Q: 3 clusters Score -1947059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1947072.750000 Penalty: 4882.493652
	Iteration 59Q: 3 clusters Score -1947073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1947091.125000 Penalty: 4882.493652
	Iteration 60F: 3 clusters Score -1947091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1947104.625000 Penalty: 4882.493652
	Iteration 61Q: 3 clusters Score -1947105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1947112.625000 Penalty: 4882.493652
	Iteration 62Q: 3 clusters Score -1947113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1947121.875000 Penalty: 4882.493652
	Iteration 63Q: 3 clusters Score -1947122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1947126.875000 Penalty: 4882.493652
	Iteration 64Q: 3 clusters Score -1947127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1947125.250000 Penalty: 4882.493652
	Iteration 65Q: 3 clusters Score -1947125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1947131.000000 Penalty: 4882.493652
	Iteration 66Q: 3 clusters Score -1947131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1947137.250000 Penalty: 4882.493652
	Iteration 67Q: 3 clusters Score -1947137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1947142.250000 Penalty: 4882.493652
	Iteration 68Q: 3 clusters Score -1947142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1947145.250000 Penalty: 4882.493652
	Iteration 69Q: 3 clusters Score -1947145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1947156.625000 Penalty: 4882.493652
	Iteration 70Q: 3 clusters Score -1947157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1947161.500000 Penalty: 4882.493652
	Iteration 71Q: 3 clusters Score -1947162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1947162.500000 Penalty: 4882.493652
	Iteration 72Q: 3 clusters Score -1947162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1947170.500000 Penalty: 4882.493652
	Iteration 73Q: 3 clusters Score -1947170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1947175.125000 Penalty: 4882.493652
	Iteration 74Q: 3 clusters Score -1947175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1947185.500000 Penalty: 4882.493652
	Iteration 75Q: 3 clusters Score -1947186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1947191.250000 Penalty: 4882.493652
	Iteration 76Q: 3 clusters Score -1947191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1947197.625000 Penalty: 4882.493652
	Iteration 77Q: 3 clusters Score -1947198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1947204.875000 Penalty: 4882.493652
	Iteration 78Q: 3 clusters Score -1947205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1947201.625000 Penalty: 4882.493652
	Iteration 79Q: 3 clusters Score -1947202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1947206.250000 Penalty: 4882.493652
	Iteration 80F: 3 clusters Score -1947206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1947211.625000 Penalty: 4882.493652
	Iteration 81Q: 3 clusters Score -1947212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1947220.500000 Penalty: 4882.493652
	Iteration 82Q: 3 clusters Score -1947220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1947225.875000 Penalty: 4882.493652
	Iteration 83Q: 3 clusters Score -1947226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1947231.000000 Penalty: 4882.493652
	Iteration 84Q: 3 clusters Score -1947231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1947233.750000 Penalty: 4882.493652
	Iteration 85Q: 3 clusters Score -1947234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1947243.250000 Penalty: 4882.493652
	Iteration 86Q: 3 clusters Score -1947243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1947243.875000 Penalty: 4882.493652
	Iteration 87Q: 3 clusters Score -1947244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1947249.625000 Penalty: 4882.493652
	Iteration 88Q: 3 clusters Score -1947250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1947253.000000 Penalty: 4882.493652
	Iteration 89Q: 3 clusters Score -1947253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1947256.500000 Penalty: 4882.493652
	Iteration 90Q: 3 clusters Score -1947256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1947262.250000 Penalty: 4882.493652
	Iteration 91Q: 3 clusters Score -1947262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1947261.500000 Penalty: 4882.493652
	Iteration 92Q: 3 clusters Score -1947262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1947264.750000 Penalty: 4882.493652
	Iteration 93Q: 3 clusters Score -1947265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1947270.875000 Penalty: 4882.493652
	Iteration 94Q: 3 clusters Score -1947271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1947269.375000 Penalty: 4882.493652
	Iteration 95Q: 3 clusters Score -1947269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1947276.375000 Penalty: 4882.493652
	Iteration 96Q: 3 clusters Score -1947276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1947280.875000 Penalty: 4882.493652
	Iteration 97Q: 3 clusters Score -1947281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1947285.375000 Penalty: 4882.493652
	Iteration 98Q: 3 clusters Score -1947285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1947284.000000 Penalty: 4882.493652
	Iteration 99Q: 3 clusters Score -1947284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1947289.375000 Penalty: 4882.493652
	Iteration 100F: 3 clusters Score -1947289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1947292.625000 Penalty: 4882.493652
	Iteration 101Q: 3 clusters Score -1947293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1947296.125000 Penalty: 4882.493652
	Iteration 102Q: 3 clusters Score -1947296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1947295.750000 Penalty: 4882.493652
	Iteration 103Q: 3 clusters Score -1947296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1947295.250000 Penalty: 4882.493652
	Iteration 104Q: 3 clusters Score -1947295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1947295.375000 Penalty: 4882.493652
	Iteration 105Q: 3 clusters Score -1947295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1947297.125000 Penalty: 4882.493652
	Iteration 106Q: 3 clusters Score -1947297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1947297.125000 Penalty: 4882.493652
	Iteration 107F: 3 clusters Score -1947297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Entering Unmasked Estep 
Score: -1921232.375000 Penalty: 2411.240723
	Iteration 0F: 2 clusters Score -1921232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1909314.750000 Penalty: 4822.481445
	Iteration 0F: 3 clusters Score -1909315 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1913354.750000 Penalty: 4822.481445
	Iteration 1F: 3 clusters Score -1913355 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1913865.625000 Penalty: 4822.481445
	Iteration 2F: 3 clusters Score -1913866 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1914378.500000 Penalty: 4822.481445
	Iteration 3F: 3 clusters Score -1914378 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1914933.625000 Penalty: 4822.481445
	Iteration 4F: 3 clusters Score -1914934 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1915531.250000 Penalty: 4822.481445
	Iteration 5F: 3 clusters Score -1915531 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1916081.500000 Penalty: 4822.481445
	Iteration 6F: 3 clusters Score -1916082 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1916537.375000 Penalty: 4822.481445
	Iteration 7F: 3 clusters Score -1916537 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1916877.000000 Penalty: 4822.481445
	Iteration 8Q: 3 clusters Score -1916877 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1917154.375000 Penalty: 4822.481445
	Iteration 9Q: 3 clusters Score -1917154 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1917384.750000 Penalty: 4822.481445
	Iteration 10Q: 3 clusters Score -1917385 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1917593.875000 Penalty: 4822.481445
	Iteration 11Q: 3 clusters Score -1917594 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1917784.125000 Penalty: 4822.481445
	Iteration 12Q: 3 clusters Score -1917784 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1917962.875000 Penalty: 4822.481445
	Iteration 13Q: 3 clusters Score -1917963 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1918151.875000 Penalty: 4822.481445
	Iteration 14Q: 3 clusters Score -1918152 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1918334.250000 Penalty: 4822.481445
	Iteration 15Q: 3 clusters Score -1918334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1918465.375000 Penalty: 4822.481445
	Iteration 16Q: 3 clusters Score -1918465 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1918573.750000 Penalty: 4822.481445
	Iteration 17Q: 3 clusters Score -1918574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1918660.125000 Penalty: 4822.481445
	Iteration 18Q: 3 clusters Score -1918660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1918715.875000 Penalty: 4822.481445
	Iteration 19Q: 3 clusters Score -1918716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1918754.250000 Penalty: 4822.481445
	Iteration 20F: 3 clusters Score -1918754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1918787.750000 Penalty: 4822.481445
	Iteration 21Q: 3 clusters Score -1918788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1918819.500000 Penalty: 4822.481445
	Iteration 22Q: 3 clusters Score -1918820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1918871.000000 Penalty: 4822.481445
	Iteration 23Q: 3 clusters Score -1918871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1918902.125000 Penalty: 4822.481445
	Iteration 24Q: 3 clusters Score -1918902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1918939.625000 Penalty: 4822.481445
	Iteration 25Q: 3 clusters Score -1918940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1918957.875000 Penalty: 4822.481445
	Iteration 26Q: 3 clusters Score -1918958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1918981.625000 Penalty: 4822.481445
	Iteration 27Q: 3 clusters Score -1918982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1919005.750000 Penalty: 4822.481445
	Iteration 28Q: 3 clusters Score -1919006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1919018.000000 Penalty: 4822.481445
	Iteration 29Q: 3 clusters Score -1919018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1919029.375000 Penalty: 4822.481445
	Iteration 30Q: 3 clusters Score -1919029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1919042.000000 Penalty: 4822.481445
	Iteration 31Q: 3 clusters Score -1919042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1919047.625000 Penalty: 4822.481445
	Iteration 32Q: 3 clusters Score -1919048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1919052.625000 Penalty: 4822.481445
	Iteration 33Q: 3 clusters Score -1919053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1919063.000000 Penalty: 4822.481445
	Iteration 34Q: 3 clusters Score -1919063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1919068.125000 Penalty: 4822.481445
	Iteration 35Q: 3 clusters Score -1919068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1919073.500000 Penalty: 4822.481445
	Iteration 36Q: 3 clusters Score -1919074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1919082.500000 Penalty: 4822.481445
	Iteration 37Q: 3 clusters Score -1919082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1919084.625000 Penalty: 4822.481445
	Iteration 38Q: 3 clusters Score -1919085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1919100.125000 Penalty: 4822.481445
	Iteration 39Q: 3 clusters Score -1919100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1919104.625000 Penalty: 4822.481445
	Iteration 40F: 3 clusters Score -1919105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1919118.875000 Penalty: 4822.481445
	Iteration 41Q: 3 clusters Score -1919119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1919122.750000 Penalty: 4822.481445
	Iteration 42Q: 3 clusters Score -1919123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1919125.000000 Penalty: 4822.481445
	Iteration 43Q: 3 clusters Score -1919125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1919127.500000 Penalty: 4822.481445
	Iteration 44Q: 3 clusters Score -1919128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1919130.875000 Penalty: 4822.481445
	Iteration 45Q: 3 clusters Score -1919131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1919129.500000 Penalty: 4822.481445
	Iteration 46Q: 3 clusters Score -1919130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1919141.000000 Penalty: 4822.481445
	Iteration 47Q: 3 clusters Score -1919141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1919145.875000 Penalty: 4822.481445
	Iteration 48Q: 3 clusters Score -1919146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1919159.000000 Penalty: 4822.481445
	Iteration 49Q: 3 clusters Score -1919159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1919160.625000 Penalty: 4822.481445
	Iteration 50Q: 3 clusters Score -1919161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1919171.125000 Penalty: 4822.481445
	Iteration 51Q: 3 clusters Score -1919171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1919174.000000 Penalty: 4822.481445
	Iteration 52Q: 3 clusters Score -1919174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1919180.750000 Penalty: 4822.481445
	Iteration 53Q: 3 clusters Score -1919181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1919185.375000 Penalty: 4822.481445
	Iteration 54Q: 3 clusters Score -1919185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1919190.625000 Penalty: 4822.481445
	Iteration 55Q: 3 clusters Score -1919191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1919202.250000 Penalty: 4822.481445
	Iteration 56Q: 3 clusters Score -1919202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1919204.375000 Penalty: 4822.481445
	Iteration 57Q: 3 clusters Score -1919204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1919209.125000 Penalty: 4822.481445
	Iteration 58Q: 3 clusters Score -1919209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1919213.625000 Penalty: 4822.481445
	Iteration 59Q: 3 clusters Score -1919214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1919222.250000 Penalty: 4822.481445
	Iteration 60F: 3 clusters Score -1919222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1919227.875000 Penalty: 4822.481445
	Iteration 61Q: 3 clusters Score -1919228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1919236.750000 Penalty: 4822.481445
	Iteration 62Q: 3 clusters Score -1919237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1919246.500000 Penalty: 4822.481445
	Iteration 63Q: 3 clusters Score -1919246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1919251.500000 Penalty: 4822.481445
	Iteration 64Q: 3 clusters Score -1919252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1919257.125000 Penalty: 4822.481445
	Iteration 65Q: 3 clusters Score -1919257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1919259.250000 Penalty: 4822.481445
	Iteration 66Q: 3 clusters Score -1919259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1919260.000000 Penalty: 4822.481445
	Iteration 67Q: 3 clusters Score -1919260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1919262.750000 Penalty: 4822.481445
	Iteration 68Q: 3 clusters Score -1919263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1919263.750000 Penalty: 4822.481445
	Iteration 69Q: 3 clusters Score -1919264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1919265.000000 Penalty: 4822.481445
	Iteration 70Q: 3 clusters Score -1919265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1919270.500000 Penalty: 4822.481445
	Iteration 71Q: 3 clusters Score -1919270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1919269.375000 Penalty: 4822.481445
	Iteration 72Q: 3 clusters Score -1919269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1919272.125000 Penalty: 4822.481445
	Iteration 73Q: 3 clusters Score -1919272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1919277.125000 Penalty: 4822.481445
	Iteration 74Q: 3 clusters Score -1919277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1919274.625000 Penalty: 4822.481445
	Iteration 75Q: 3 clusters Score -1919275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1919280.125000 Penalty: 4822.481445
	Iteration 76Q: 3 clusters Score -1919280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1919285.750000 Penalty: 4822.481445
	Iteration 77Q: 3 clusters Score -1919286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1919287.500000 Penalty: 4822.481445
	Iteration 78Q: 3 clusters Score -1919288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1919290.500000 Penalty: 4822.481445
	Iteration 79Q: 3 clusters Score -1919290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1919290.500000 Penalty: 4822.481445
	Iteration 80F: 3 clusters Score -1919290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -242164.906250 Penalty: 1957.975708
	Iteration 0F: 2 clusters Score -242164.9 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 1362 members 
Entering Unmasked Estep 
Score: -239131.015625 Penalty: 3915.951416
	Iteration 0F: 3 clusters Score -239131 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -239982.046875 Penalty: 3915.951416
	Iteration 1F: 3 clusters Score -239982 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -240384.375000 Penalty: 3915.951416
	Iteration 2F: 3 clusters Score -240384.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -240791.250000 Penalty: 3915.951416
	Iteration 3F: 3 clusters Score -240791.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241134.687500 Penalty: 3915.951416
	Iteration 4F: 3 clusters Score -241134.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -241372.765625 Penalty: 3915.951416
	Iteration 5F: 3 clusters Score -241372.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -241531.500000 Penalty: 3915.951416
	Iteration 6Q: 3 clusters Score -241531.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -241699.781250 Penalty: 3915.951416
	Iteration 7Q: 3 clusters Score -241699.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241860.375000 Penalty: 3915.951416
	Iteration 8Q: 3 clusters Score -241860.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -242022.093750 Penalty: 3915.951416
	Iteration 9Q: 3 clusters Score -242022.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242156.671875 Penalty: 3915.951416
	Iteration 10Q: 3 clusters Score -242156.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242224.875000 Penalty: 3915.951416
	Iteration 11Q: 3 clusters Score -242224.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -242290.812500 Penalty: 3915.951416
	Iteration 12Q: 3 clusters Score -242290.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242332.312500 Penalty: 3915.951416
	Iteration 13Q: 3 clusters Score -242332.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242363.296875 Penalty: 3915.951416
	Iteration 14Q: 3 clusters Score -242363.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242374.421875 Penalty: 3915.951416
	Iteration 15Q: 3 clusters Score -242374.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242384.328125 Penalty: 3915.951416
	Iteration 16Q: 3 clusters Score -242384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242394.109375 Penalty: 3915.951416
	Iteration 17Q: 3 clusters Score -242394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242401.046875 Penalty: 3915.951416
	Iteration 18Q: 3 clusters Score -242401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242407.140625 Penalty: 3915.951416
	Iteration 19Q: 3 clusters Score -242407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -242413.765625 Penalty: 3915.951416
	Iteration 20F: 3 clusters Score -242413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242418.671875 Penalty: 3915.951416
	Iteration 21Q: 3 clusters Score -242418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242422.468750 Penalty: 3915.951416
	Iteration 22Q: 3 clusters Score -242422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -242425.812500 Penalty: 3915.951416
	Iteration 23Q: 3 clusters Score -242425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242425.859375 Penalty: 3915.951416
	Iteration 24Q: 3 clusters Score -242425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242426.546875 Penalty: 3915.951416
	Iteration 25Q: 3 clusters Score -242426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -242427.609375 Penalty: 3915.951416
	Iteration 26Q: 3 clusters Score -242427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242427.500000 Penalty: 3915.951416
	Iteration 27Q: 3 clusters Score -242427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242427.500000 Penalty: 3915.951416
	Iteration 28F: 3 clusters Score -242427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 1634 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Mstep: Class 103 contains 1050 members 
Entering Unmasked Estep 
Score: -212295200.000000 Penalty: 370088.218750
Splitting cluster 74 changes total score from -212296448.000000 to -212295200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -760424.562500 Penalty: 2194.786133
	Iteration 0F: 2 clusters Score -760424.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -754720.687500 Penalty: 4389.572266
	Iteration 0F: 3 clusters Score -754720.7 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -756378.250000 Penalty: 4389.572266
	Iteration 1F: 3 clusters Score -756378.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -756825.625000 Penalty: 4389.572266
	Iteration 2F: 3 clusters Score -756825.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -757291.000000 Penalty: 4389.572266
	Iteration 3F: 3 clusters Score -757291 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -757705.625000 Penalty: 4389.572266
	Iteration 4F: 3 clusters Score -757705.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -758026.000000 Penalty: 4389.572266
	Iteration 5F: 3 clusters Score -758026 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -758258.312500 Penalty: 4389.572266
	Iteration 6Q: 3 clusters Score -758258.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -758399.125000 Penalty: 4389.572266
	Iteration 7Q: 3 clusters Score -758399.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -758491.687500 Penalty: 4389.572266
	Iteration 8Q: 3 clusters Score -758491.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -758557.750000 Penalty: 4389.572266
	Iteration 9Q: 3 clusters Score -758557.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -758606.500000 Penalty: 4389.572266
	Iteration 10Q: 3 clusters Score -758606.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -758643.125000 Penalty: 4389.572266
	Iteration 11Q: 3 clusters Score -758643.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -758665.000000 Penalty: 4389.572266
	Iteration 12Q: 3 clusters Score -758665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -758690.062500 Penalty: 4389.572266
	Iteration 13Q: 3 clusters Score -758690.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -758705.187500 Penalty: 4389.572266
	Iteration 14Q: 3 clusters Score -758705.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -758711.750000 Penalty: 4389.572266
	Iteration 15Q: 3 clusters Score -758711.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -758717.875000 Penalty: 4389.572266
	Iteration 16Q: 3 clusters Score -758717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -758719.125000 Penalty: 4389.572266
	Iteration 17Q: 3 clusters Score -758719.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -758722.562500 Penalty: 4389.572266
	Iteration 18Q: 3 clusters Score -758722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -758723.687500 Penalty: 4389.572266
	Iteration 19Q: 3 clusters Score -758723.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -758724.937500 Penalty: 4389.572266
	Iteration 20F: 3 clusters Score -758724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -758725.000000 Penalty: 4389.572266
	Iteration 21Q: 3 clusters Score -758725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -758725.000000 Penalty: 4389.572266
	Iteration 22F: 3 clusters Score -758725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -394882.906250 Penalty: 2028.858398
	Iteration 0F: 2 clusters Score -394882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -391264.593750 Penalty: 4057.716797
	Iteration 0F: 3 clusters Score -391264.6 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -392128.281250 Penalty: 4057.716797
	Iteration 1F: 3 clusters Score -392128.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -392437.531250 Penalty: 4057.716797
	Iteration 2F: 3 clusters Score -392437.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -392702.062500 Penalty: 4057.716797
	Iteration 3F: 3 clusters Score -392702.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -392896.000000 Penalty: 4057.716797
	Iteration 4F: 3 clusters Score -392896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -393047.531250 Penalty: 4057.716797
	Iteration 5F: 3 clusters Score -393047.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -393153.468750 Penalty: 4057.716797
	Iteration 6Q: 3 clusters Score -393153.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -393225.718750 Penalty: 4057.716797
	Iteration 7Q: 3 clusters Score -393225.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -393276.968750 Penalty: 4057.716797
	Iteration 8Q: 3 clusters Score -393277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -393315.156250 Penalty: 4057.716797
	Iteration 9Q: 3 clusters Score -393315.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -393341.000000 Penalty: 4057.716797
	Iteration 10Q: 3 clusters Score -393341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -393357.281250 Penalty: 4057.716797
	Iteration 11Q: 3 clusters Score -393357.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -393374.156250 Penalty: 4057.716797
	Iteration 12Q: 3 clusters Score -393374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -393387.562500 Penalty: 4057.716797
	Iteration 13Q: 3 clusters Score -393387.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -393406.468750 Penalty: 4057.716797
	Iteration 14Q: 3 clusters Score -393406.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -393423.000000 Penalty: 4057.716797
	Iteration 15Q: 3 clusters Score -393423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -393440.093750 Penalty: 4057.716797
	Iteration 16Q: 3 clusters Score -393440.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -393456.281250 Penalty: 4057.716797
	Iteration 17Q: 3 clusters Score -393456.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -393469.531250 Penalty: 4057.716797
	Iteration 18Q: 3 clusters Score -393469.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -393486.125000 Penalty: 4057.716797
	Iteration 19Q: 3 clusters Score -393486.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -393497.343750 Penalty: 4057.716797
	Iteration 20F: 3 clusters Score -393497.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -393508.093750 Penalty: 4057.716797
	Iteration 21Q: 3 clusters Score -393508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -393516.468750 Penalty: 4057.716797
	Iteration 22Q: 3 clusters Score -393516.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -393519.562500 Penalty: 4057.716797
	Iteration 23Q: 3 clusters Score -393519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -393521.718750 Penalty: 4057.716797
	Iteration 24Q: 3 clusters Score -393521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -393526.000000 Penalty: 4057.716797
	Iteration 25Q: 3 clusters Score -393526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -393532.218750 Penalty: 4057.716797
	Iteration 26Q: 3 clusters Score -393532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -393539.187500 Penalty: 4057.716797
	Iteration 27Q: 3 clusters Score -393539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -393544.937500 Penalty: 4057.716797
	Iteration 28Q: 3 clusters Score -393544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -393549.343750 Penalty: 4057.716797
	Iteration 29Q: 3 clusters Score -393549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -393554.750000 Penalty: 4057.716797
	Iteration 30Q: 3 clusters Score -393554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -393559.937500 Penalty: 4057.716797
	Iteration 31Q: 3 clusters Score -393559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -393564.937500 Penalty: 4057.716797
	Iteration 32Q: 3 clusters Score -393564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -393564.687500 Penalty: 4057.716797
	Iteration 33Q: 3 clusters Score -393564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -393566.000000 Penalty: 4057.716797
	Iteration 34Q: 3 clusters Score -393566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -393567.343750 Penalty: 4057.716797
	Iteration 35Q: 3 clusters Score -393567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -393569.250000 Penalty: 4057.716797
	Iteration 36Q: 3 clusters Score -393569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -393571.375000 Penalty: 4057.716797
	Iteration 37Q: 3 clusters Score -393571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -393574.062500 Penalty: 4057.716797
	Iteration 38Q: 3 clusters Score -393574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -393576.375000 Penalty: 4057.716797
	Iteration 39Q: 3 clusters Score -393576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -393578.562500 Penalty: 4057.716797
	Iteration 40F: 3 clusters Score -393578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -393580.906250 Penalty: 4057.716797
	Iteration 41Q: 3 clusters Score -393580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -393582.531250 Penalty: 4057.716797
	Iteration 42Q: 3 clusters Score -393582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -393584.000000 Penalty: 4057.716797
	Iteration 43Q: 3 clusters Score -393584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -393584.093750 Penalty: 4057.716797
	Iteration 44Q: 3 clusters Score -393584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -393584.625000 Penalty: 4057.716797
	Iteration 45Q: 3 clusters Score -393584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -393585.125000 Penalty: 4057.716797
	Iteration 46Q: 3 clusters Score -393585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -393585.500000 Penalty: 4057.716797
	Iteration 47Q: 3 clusters Score -393585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -393586.125000 Penalty: 4057.716797
	Iteration 48Q: 3 clusters Score -393586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -393586.625000 Penalty: 4057.716797
	Iteration 49Q: 3 clusters Score -393586.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -393591.218750 Penalty: 4057.716797
	Iteration 50Q: 3 clusters Score -393591.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -393594.625000 Penalty: 4057.716797
	Iteration 51Q: 3 clusters Score -393594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -393598.125000 Penalty: 4057.716797
	Iteration 52Q: 3 clusters Score -393598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -393599.031250 Penalty: 4057.716797
	Iteration 53Q: 3 clusters Score -393599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -393601.250000 Penalty: 4057.716797
	Iteration 54Q: 3 clusters Score -393601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -393605.468750 Penalty: 4057.716797
	Iteration 55Q: 3 clusters Score -393605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -393609.781250 Penalty: 4057.716797
	Iteration 56Q: 3 clusters Score -393609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -393612.062500 Penalty: 4057.716797
	Iteration 57Q: 3 clusters Score -393612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -393615.000000 Penalty: 4057.716797
	Iteration 58Q: 3 clusters Score -393615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -393617.968750 Penalty: 4057.716797
	Iteration 59Q: 3 clusters Score -393618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -393620.906250 Penalty: 4057.716797
	Iteration 60F: 3 clusters Score -393620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -393622.531250 Penalty: 4057.716797
	Iteration 61Q: 3 clusters Score -393622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -393625.250000 Penalty: 4057.716797
	Iteration 62Q: 3 clusters Score -393625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -393624.781250 Penalty: 4057.716797
	Iteration 63Q: 3 clusters Score -393624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -393624.781250 Penalty: 4057.716797
	Iteration 64F: 3 clusters Score -393624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (37045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Entering Unmasked Estep 
Score: -3794893.500000 Penalty: 2608.932373
	Iteration 0F: 2 clusters Score -3794894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3769736.500000 Penalty: 5217.864746
	Iteration 0F: 3 clusters Score -3769736 nChanged 16851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3779420.000000 Penalty: 5217.864746
	Iteration 1F: 3 clusters Score -3779420 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3780512.000000 Penalty: 5217.864746
	Iteration 2F: 3 clusters Score -3780512 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3781908.000000 Penalty: 5217.864746
	Iteration 3F: 3 clusters Score -3781908 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3783511.250000 Penalty: 5217.864746
	Iteration 4F: 3 clusters Score -3783511 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3785072.500000 Penalty: 5217.864746
	Iteration 5F: 3 clusters Score -3785072 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3786451.250000 Penalty: 5217.864746
	Iteration 6F: 3 clusters Score -3786451 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3787625.000000 Penalty: 5217.864746
	Iteration 7F: 3 clusters Score -3787625 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3788668.500000 Penalty: 5217.864746
	Iteration 8Q: 3 clusters Score -3788668 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3789623.250000 Penalty: 5217.864746
	Iteration 9Q: 3 clusters Score -3789623 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3790400.000000 Penalty: 5217.864746
	Iteration 10Q: 3 clusters Score -3790400 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3791007.000000 Penalty: 5217.864746
	Iteration 11Q: 3 clusters Score -3791007 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3791497.750000 Penalty: 5217.864746
	Iteration 12Q: 3 clusters Score -3791498 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3791873.000000 Penalty: 5217.864746
	Iteration 13Q: 3 clusters Score -3791873 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3792137.000000 Penalty: 5217.864746
	Iteration 14Q: 3 clusters Score -3792137 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3792364.750000 Penalty: 5217.864746
	Iteration 15Q: 3 clusters Score -3792365 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3792533.750000 Penalty: 5217.864746
	Iteration 16Q: 3 clusters Score -3792534 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3792678.500000 Penalty: 5217.864746
	Iteration 17Q: 3 clusters Score -3792678 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -3792800.750000 Penalty: 5217.864746
	Iteration 18Q: 3 clusters Score -3792801 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3792895.750000 Penalty: 5217.864746
	Iteration 19Q: 3 clusters Score -3792896 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -3792967.500000 Penalty: 5217.864746
	Iteration 20F: 3 clusters Score -3792968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3793043.500000 Penalty: 5217.864746
	Iteration 21Q: 3 clusters Score -3793044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3793102.000000 Penalty: 5217.864746
	Iteration 22Q: 3 clusters Score -3793102 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3793152.500000 Penalty: 5217.864746
	Iteration 23Q: 3 clusters Score -3793152 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3793213.750000 Penalty: 5217.864746
	Iteration 24Q: 3 clusters Score -3793214 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3793250.750000 Penalty: 5217.864746
	Iteration 25Q: 3 clusters Score -3793251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3793287.750000 Penalty: 5217.864746
	Iteration 26Q: 3 clusters Score -3793288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -3793323.500000 Penalty: 5217.864746
	Iteration 27Q: 3 clusters Score -3793324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -3793360.000000 Penalty: 5217.864746
	Iteration 28Q: 3 clusters Score -3793360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -3793398.750000 Penalty: 5217.864746
	Iteration 29Q: 3 clusters Score -3793399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3793420.750000 Penalty: 5217.864746
	Iteration 30Q: 3 clusters Score -3793421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3793428.750000 Penalty: 5217.864746
	Iteration 31Q: 3 clusters Score -3793429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3793450.000000 Penalty: 5217.864746
	Iteration 32Q: 3 clusters Score -3793450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -3793469.500000 Penalty: 5217.864746
	Iteration 33Q: 3 clusters Score -3793470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -3793479.500000 Penalty: 5217.864746
	Iteration 34Q: 3 clusters Score -3793480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -3793489.750000 Penalty: 5217.864746
	Iteration 35Q: 3 clusters Score -3793490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3793509.000000 Penalty: 5217.864746
	Iteration 36Q: 3 clusters Score -3793509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3793521.000000 Penalty: 5217.864746
	Iteration 37Q: 3 clusters Score -3793521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3793531.750000 Penalty: 5217.864746
	Iteration 38Q: 3 clusters Score -3793532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3793544.750000 Penalty: 5217.864746
	Iteration 39Q: 3 clusters Score -3793545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3793553.000000 Penalty: 5217.864746
	Iteration 40F: 3 clusters Score -3793553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -3793566.000000 Penalty: 5217.864746
	Iteration 41Q: 3 clusters Score -3793566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3793573.500000 Penalty: 5217.864746
	Iteration 42Q: 3 clusters Score -3793574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -3793577.000000 Penalty: 5217.864746
	Iteration 43Q: 3 clusters Score -3793577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -3793584.250000 Penalty: 5217.864746
	Iteration 44Q: 3 clusters Score -3793584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3793606.750000 Penalty: 5217.864746
	Iteration 45Q: 3 clusters Score -3793607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3793607.250000 Penalty: 5217.864746
	Iteration 46Q: 3 clusters Score -3793607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3793609.250000 Penalty: 5217.864746
	Iteration 47Q: 3 clusters Score -3793609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -3793610.500000 Penalty: 5217.864746
	Iteration 48Q: 3 clusters Score -3793610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -3793618.500000 Penalty: 5217.864746
	Iteration 49Q: 3 clusters Score -3793618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3793618.750000 Penalty: 5217.864746
	Iteration 50Q: 3 clusters Score -3793619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -3793632.750000 Penalty: 5217.864746
	Iteration 51Q: 3 clusters Score -3793633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -3793635.250000 Penalty: 5217.864746
	Iteration 52Q: 3 clusters Score -3793635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3793639.500000 Penalty: 5217.864746
	Iteration 53Q: 3 clusters Score -3793640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -3793643.750000 Penalty: 5217.864746
	Iteration 54Q: 3 clusters Score -3793644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -3793656.750000 Penalty: 5217.864746
	Iteration 55Q: 3 clusters Score -3793657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -3793663.750000 Penalty: 5217.864746
	Iteration 56Q: 3 clusters Score -3793664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -3793678.500000 Penalty: 5217.864746
	Iteration 57Q: 3 clusters Score -3793678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -3793694.250000 Penalty: 5217.864746
	Iteration 58Q: 3 clusters Score -3793694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3793709.500000 Penalty: 5217.864746
	Iteration 59Q: 3 clusters Score -3793710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -3793724.750000 Penalty: 5217.864746
	Iteration 60F: 3 clusters Score -3793725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -3793756.250000 Penalty: 5217.864746
	Iteration 61Q: 3 clusters Score -3793756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3793813.750000 Penalty: 5217.864746
	Iteration 62Q: 3 clusters Score -3793814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3793860.000000 Penalty: 5217.864746
	Iteration 63Q: 3 clusters Score -3793860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -3793882.500000 Penalty: 5217.864746
	Iteration 64Q: 3 clusters Score -3793882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3793902.250000 Penalty: 5217.864746
	Iteration 65Q: 3 clusters Score -3793902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3793910.000000 Penalty: 5217.864746
	Iteration 66Q: 3 clusters Score -3793910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -3793913.000000 Penalty: 5217.864746
	Iteration 67Q: 3 clusters Score -3793913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -3793918.250000 Penalty: 5217.864746
	Iteration 68Q: 3 clusters Score -3793918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -3793921.250000 Penalty: 5217.864746
	Iteration 69Q: 3 clusters Score -3793921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -3793919.750000 Penalty: 5217.864746
	Iteration 70Q: 3 clusters Score -3793920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -3793923.250000 Penalty: 5217.864746
	Iteration 71Q: 3 clusters Score -3793923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -3793923.250000 Penalty: 5217.864746
	Iteration 72F: 3 clusters Score -3793923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (56323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Entering Unmasked Estep 
Score: -6447349.500000 Penalty: 2712.836914
	Iteration 0F: 2 clusters Score -6447350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6409460.500000 Penalty: 5425.673828
	Iteration 0F: 3 clusters Score -6409460 nChanged 26220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6423980.000000 Penalty: 5425.673828
	Iteration 1F: 3 clusters Score -6423980 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6424627.500000 Penalty: 5425.673828
	Iteration 2Q: 3 clusters Score -6424628 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6425231.500000 Penalty: 5425.673828
	Iteration 3Q: 3 clusters Score -6425232 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -6425866.500000 Penalty: 5425.673828
	Iteration 4Q: 3 clusters Score -6425866 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -6426639.500000 Penalty: 5425.673828
	Iteration 5Q: 3 clusters Score -6426640 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -6427630.500000 Penalty: 5425.673828
	Iteration 6Q: 3 clusters Score -6427630 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -6429004.500000 Penalty: 5425.673828
	Iteration 7F: 3 clusters Score -6429004 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -6430754.000000 Penalty: 5425.673828
	Iteration 8F: 3 clusters Score -6430754 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6432922.000000 Penalty: 5425.673828
	Iteration 9F: 3 clusters Score -6432922 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -6435190.000000 Penalty: 5425.673828
	Iteration 10F: 3 clusters Score -6435190 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -6437448.500000 Penalty: 5425.673828
	Iteration 11F: 3 clusters Score -6437448 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -6439487.500000 Penalty: 5425.673828
	Iteration 12Q: 3 clusters Score -6439488 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -6441125.500000 Penalty: 5425.673828
	Iteration 13Q: 3 clusters Score -6441126 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6442114.000000 Penalty: 5425.673828
	Iteration 14Q: 3 clusters Score -6442114 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6442650.000000 Penalty: 5425.673828
	Iteration 15Q: 3 clusters Score -6442650 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -6442916.000000 Penalty: 5425.673828
	Iteration 16Q: 3 clusters Score -6442916 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6443091.500000 Penalty: 5425.673828
	Iteration 17Q: 3 clusters Score -6443092 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6443250.500000 Penalty: 5425.673828
	Iteration 18Q: 3 clusters Score -6443250 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -6443371.500000 Penalty: 5425.673828
	Iteration 19Q: 3 clusters Score -6443372 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -6443469.500000 Penalty: 5425.673828
	Iteration 20F: 3 clusters Score -6443470 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6443578.000000 Penalty: 5425.673828
	Iteration 21Q: 3 clusters Score -6443578 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -6443674.500000 Penalty: 5425.673828
	Iteration 22Q: 3 clusters Score -6443674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -6443749.000000 Penalty: 5425.673828
	Iteration 23Q: 3 clusters Score -6443749 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -6443834.500000 Penalty: 5425.673828
	Iteration 24Q: 3 clusters Score -6443834 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6443930.500000 Penalty: 5425.673828
	Iteration 25Q: 3 clusters Score -6443930 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6444047.000000 Penalty: 5425.673828
	Iteration 26Q: 3 clusters Score -6444047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6444136.500000 Penalty: 5425.673828
	Iteration 27Q: 3 clusters Score -6444136 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6444231.000000 Penalty: 5425.673828
	Iteration 28Q: 3 clusters Score -6444231 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6444303.500000 Penalty: 5425.673828
	Iteration 29Q: 3 clusters Score -6444304 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6444402.000000 Penalty: 5425.673828
	Iteration 30Q: 3 clusters Score -6444402 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6444495.000000 Penalty: 5425.673828
	Iteration 31Q: 3 clusters Score -6444495 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6444597.000000 Penalty: 5425.673828
	Iteration 32Q: 3 clusters Score -6444597 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6444686.000000 Penalty: 5425.673828
	Iteration 33Q: 3 clusters Score -6444686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6444761.500000 Penalty: 5425.673828
	Iteration 34Q: 3 clusters Score -6444762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6444820.500000 Penalty: 5425.673828
	Iteration 35Q: 3 clusters Score -6444820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6444885.500000 Penalty: 5425.673828
	Iteration 36Q: 3 clusters Score -6444886 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6444935.000000 Penalty: 5425.673828
	Iteration 37Q: 3 clusters Score -6444935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6444964.000000 Penalty: 5425.673828
	Iteration 38Q: 3 clusters Score -6444964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6445018.000000 Penalty: 5425.673828
	Iteration 39Q: 3 clusters Score -6445018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6445083.000000 Penalty: 5425.673828
	Iteration 40F: 3 clusters Score -6445083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6445099.500000 Penalty: 5425.673828
	Iteration 41Q: 3 clusters Score -6445100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6445132.000000 Penalty: 5425.673828
	Iteration 42Q: 3 clusters Score -6445132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6445175.000000 Penalty: 5425.673828
	Iteration 43Q: 3 clusters Score -6445175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6445176.500000 Penalty: 5425.673828
	Iteration 44Q: 3 clusters Score -6445176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6445197.500000 Penalty: 5425.673828
	Iteration 45Q: 3 clusters Score -6445198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6445215.000000 Penalty: 5425.673828
	Iteration 46Q: 3 clusters Score -6445215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6445217.500000 Penalty: 5425.673828
	Iteration 47Q: 3 clusters Score -6445218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6445220.500000 Penalty: 5425.673828
	Iteration 48Q: 3 clusters Score -6445220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6445233.500000 Penalty: 5425.673828
	Iteration 49Q: 3 clusters Score -6445234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6445226.500000 Penalty: 5425.673828
	Iteration 50Q: 3 clusters Score -6445226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6445233.000000 Penalty: 5425.673828
	Iteration 51Q: 3 clusters Score -6445233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6445241.500000 Penalty: 5425.673828
	Iteration 52Q: 3 clusters Score -6445242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6445242.500000 Penalty: 5425.673828
	Iteration 53Q: 3 clusters Score -6445242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6445251.500000 Penalty: 5425.673828
	Iteration 54Q: 3 clusters Score -6445252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6445251.000000 Penalty: 5425.673828
	Iteration 55Q: 3 clusters Score -6445251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6445245.500000 Penalty: 5425.673828
	Iteration 56Q: 3 clusters Score -6445246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6445250.500000 Penalty: 5425.673828
	Iteration 57Q: 3 clusters Score -6445250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6445244.500000 Penalty: 5425.673828
	Iteration 58Q: 3 clusters Score -6445244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6445250.500000 Penalty: 5425.673828
	Iteration 59Q: 3 clusters Score -6445250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6445248.000000 Penalty: 5425.673828
	Iteration 60F: 3 clusters Score -6445248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6445252.000000 Penalty: 5425.673828
	Iteration 61Q: 3 clusters Score -6445252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6445261.000000 Penalty: 5425.673828
	Iteration 62Q: 3 clusters Score -6445261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6445256.000000 Penalty: 5425.673828
	Iteration 63Q: 3 clusters Score -6445256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6445261.000000 Penalty: 5425.673828
	Iteration 64Q: 3 clusters Score -6445261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6445261.000000 Penalty: 5425.673828
	Iteration 65F: 3 clusters Score -6445261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -734318.312500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -734318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -728736.062500 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -728736.1 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -730261.812500 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -730261.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -730561.125000 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -730561.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -730757.250000 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -730757.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -730922.750000 Penalty: 4368.654297
	Iteration 4Q: 3 clusters Score -730922.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -731064.312500 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -731064.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -731241.375000 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -731241.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -731448.375000 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -731448.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -731690.875000 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -731690.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -732019.187500 Penalty: 4368.654297
	Iteration 9F: 3 clusters Score -732019.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -732387.062500 Penalty: 4368.654297
	Iteration 10F: 3 clusters Score -732387.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -732700.500000 Penalty: 4368.654297
	Iteration 11F: 3 clusters Score -732700.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -732986.062500 Penalty: 4368.654297
	Iteration 12F: 3 clusters Score -732986.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -733184.312500 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -733184.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -733302.125000 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -733302.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -733352.375000 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -733352.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -733371.437500 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -733371.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -733386.187500 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -733386.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -733395.187500 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -733395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -733401.625000 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -733401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -733406.750000 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -733406.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -733411.187500 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -733411.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -733414.875000 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -733414.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -733418.000000 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -733418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -733419.062500 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -733419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -733420.062500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -733420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -733419.875000 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -733419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -733420.312500 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -733420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -733423.312500 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -733423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -733423.375000 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -733423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -733421.125000 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -733421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -733423.250000 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -733423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -733423.250000 Penalty: 4368.654297
	Iteration 32F: 3 clusters Score -733423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -140168.125000 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -140168.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137989.234375 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -137989.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138552.093750 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -138552.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138832.156250 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -138832.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -138989.093750 Penalty: 3595.610596
	Iteration 3F: 3 clusters Score -138989.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -139070.218750 Penalty: 3595.610596
	Iteration 4Q: 3 clusters Score -139070.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -139114.000000 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -139114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -139153.234375 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -139153.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -139186.234375 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -139186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -139212.218750 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -139212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -139239.843750 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -139239.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -139253.156250 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -139253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -139261.906250 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -139261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -139266.593750 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -139266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -139274.062500 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -139274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139279.515625 Penalty: 3595.610596
	Iteration 14Q: 3 clusters Score -139279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -139289.953125 Penalty: 3595.610596
	Iteration 15Q: 3 clusters Score -139290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139303.593750 Penalty: 3595.610596
	Iteration 16Q: 3 clusters Score -139303.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -139324.312500 Penalty: 3595.610596
	Iteration 17Q: 3 clusters Score -139324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -139333.375000 Penalty: 3595.610596
	Iteration 18Q: 3 clusters Score -139333.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -139342.031250 Penalty: 3595.610596
	Iteration 19Q: 3 clusters Score -139342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -139346.312500 Penalty: 3595.610596
	Iteration 20F: 3 clusters Score -139346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -139350.671875 Penalty: 3595.610596
	Iteration 21Q: 3 clusters Score -139350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -139353.734375 Penalty: 3595.610596
	Iteration 22Q: 3 clusters Score -139353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139355.203125 Penalty: 3595.610596
	Iteration 23Q: 3 clusters Score -139355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139355.203125 Penalty: 3595.610596
	Iteration 24F: 3 clusters Score -139355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -22229.160156 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -22229.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21110.505859 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -21110.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21209.181641 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -21209.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21228.302734 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -21228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21261.648438 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -21261.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21268.843750 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -21268.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21276.324219 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -21276.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21283.822266 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -21283.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21283.822266 Penalty: 2728.624268
	Iteration 7F: 3 clusters Score -21283.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -495365.500000 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -495365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -490762.687500 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -490762.7 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -492149.687500 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -492149.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -492812.093750 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -492812.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -493403.906250 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -493403.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -493788.625000 Penalty: 4245.600098
	Iteration 4F: 3 clusters Score -493788.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -494011.593750 Penalty: 4245.600098
	Iteration 5F: 3 clusters Score -494011.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -494129.312500 Penalty: 4245.600098
	Iteration 6Q: 3 clusters Score -494129.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -494189.593750 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -494189.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494238.968750 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -494239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -494274.375000 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -494274.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -494298.218750 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -494298.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -494314.781250 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -494314.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -494330.437500 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -494330.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -494341.562500 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -494341.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -494351.812500 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -494351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -494359.031250 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -494359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -494362.968750 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -494363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -494367.531250 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -494367.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -494371.593750 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -494371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494375.093750 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -494375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494377.187500 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -494377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -494379.187500 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -494379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -494379.312500 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -494379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -494381.562500 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -494381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494382.187500 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -494382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -494382.406250 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -494382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -494384.125000 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -494384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -494385.250000 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -494385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -494388.156250 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -494388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -494390.718750 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -494390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -494392.000000 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -494392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -494394.250000 Penalty: 4245.600098
	Iteration 31Q: 3 clusters Score -494394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -494395.031250 Penalty: 4245.600098
	Iteration 32Q: 3 clusters Score -494395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -494396.562500 Penalty: 4245.600098
	Iteration 33Q: 3 clusters Score -494396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -494396.937500 Penalty: 4245.600098
	Iteration 34Q: 3 clusters Score -494396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -494397.375000 Penalty: 4245.600098
	Iteration 35Q: 3 clusters Score -494397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -494398.625000 Penalty: 4245.600098
	Iteration 36Q: 3 clusters Score -494398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -494398.250000 Penalty: 4245.600098
	Iteration 37Q: 3 clusters Score -494398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -494398.125000 Penalty: 4245.600098
	Iteration 38Q: 3 clusters Score -494398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -494398.125000 Penalty: 4245.600098
	Iteration 39F: 3 clusters Score -494398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -251533.187500 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -251533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -248679.265625 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -248679.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -249242.687500 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -249242.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -249391.625000 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -249391.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -249496.953125 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -249497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -249546.000000 Penalty: 3861.923828
	Iteration 4Q: 3 clusters Score -249546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -249585.171875 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -249585.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -249629.156250 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -249629.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -249673.093750 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -249673.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249710.468750 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -249710.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -249745.015625 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -249745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -249772.109375 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -249772.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -249798.390625 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -249798.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -249825.703125 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -249825.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -249852.312500 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -249852.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -249875.312500 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -249875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -249890.515625 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -249890.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -249908.109375 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -249908.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -249921.062500 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -249921.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -249931.328125 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -249931.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -249944.703125 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -249944.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -249956.656250 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -249956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -249962.734375 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -249962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -249968.171875 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -249968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -249973.953125 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -249974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -249977.671875 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -249977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -249978.718750 Penalty: 3861.923828
	Iteration 25Q: 3 clusters Score -249978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -249979.593750 Penalty: 3861.923828
	Iteration 26Q: 3 clusters Score -249979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -249980.562500 Penalty: 3861.923828
	Iteration 27Q: 3 clusters Score -249980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -249980.875000 Penalty: 3861.923828
	Iteration 28Q: 3 clusters Score -249980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -249980.968750 Penalty: 3861.923828
	Iteration 29Q: 3 clusters Score -249981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -249981.250000 Penalty: 3861.923828
	Iteration 30Q: 3 clusters Score -249981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -249981.875000 Penalty: 3861.923828
	Iteration 31Q: 3 clusters Score -249981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -249982.484375 Penalty: 3861.923828
	Iteration 32Q: 3 clusters Score -249982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -249984.578125 Penalty: 3861.923828
	Iteration 33Q: 3 clusters Score -249984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -249986.328125 Penalty: 3861.923828
	Iteration 34Q: 3 clusters Score -249986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -249986.328125 Penalty: 3861.923828
	Iteration 35Q: 3 clusters Score -249986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -249986.328125 Penalty: 3861.923828
	Iteration 36F: 3 clusters Score -249986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -272902.656250 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -272902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -269857.906250 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -269857.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -270661.968750 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -270662 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -270888.875000 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -270888.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -271050.156250 Penalty: 3928.541504
	Iteration 3Q: 3 clusters Score -271050.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -271203.750000 Penalty: 3928.541504
	Iteration 4F: 3 clusters Score -271203.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -271349.531250 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -271349.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -271482.218750 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -271482.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -271591.656250 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -271591.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -271668.781250 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -271668.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -271710.156250 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -271710.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -271738.562500 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -271738.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271758.625000 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -271758.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -271773.093750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -271773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -271779.031250 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -271779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -271781.750000 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -271781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -271783.937500 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -271783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -271785.781250 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -271785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -271787.187500 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -271787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271787.968750 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -271788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -271788.562500 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -271788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -271789.031250 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -271789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271789.468750 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -271789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271789.468750 Penalty: 3928.541504
	Iteration 22F: 3 clusters Score -271789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -435417.062500 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -435417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431656.093750 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -431656.1 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -432427.437500 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -432427.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -432612.343750 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -432612.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -432722.593750 Penalty: 4090.751221
	Iteration 3F: 3 clusters Score -432722.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -432786.718750 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -432786.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -432833.406250 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -432833.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432869.218750 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -432869.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -432900.937500 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -432900.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -432929.437500 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -432929.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -432958.718750 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -432958.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -432986.093750 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -432986.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -433004.500000 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -433004.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -433019.343750 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -433019.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -433028.062500 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -433028.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -433035.031250 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -433035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -433044.031250 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -433044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -433051.968750 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -433052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -433057.312500 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -433057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -433059.843750 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -433059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -433063.375000 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -433063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -433066.031250 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -433066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -433066.812500 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -433066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -433067.750000 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -433067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -433068.062500 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -433068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -433068.906250 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -433068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -433069.187500 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -433069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -433069.312500 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -433069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -433070.750000 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -433070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -433072.093750 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -433072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -433070.875000 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -433070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -433070.875000 Penalty: 4090.751221
	Iteration 30F: 3 clusters Score -433070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -826419.062500 Penalty: 2194.714844
	Iteration 0F: 2 clusters Score -826419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -820697.875000 Penalty: 4389.429688
	Iteration 0F: 3 clusters Score -820697.9 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -822194.437500 Penalty: 4389.429688
	Iteration 1F: 3 clusters Score -822194.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -822433.062500 Penalty: 4389.429688
	Iteration 2F: 3 clusters Score -822433.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -822593.062500 Penalty: 4389.429688
	Iteration 3Q: 3 clusters Score -822593.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -822700.875000 Penalty: 4389.429688
	Iteration 4Q: 3 clusters Score -822700.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -822776.875000 Penalty: 4389.429688
	Iteration 5Q: 3 clusters Score -822776.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -822843.875000 Penalty: 4389.429688
	Iteration 6Q: 3 clusters Score -822843.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -822897.375000 Penalty: 4389.429688
	Iteration 7Q: 3 clusters Score -822897.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -822933.687500 Penalty: 4389.429688
	Iteration 8Q: 3 clusters Score -822933.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -822969.937500 Penalty: 4389.429688
	Iteration 9Q: 3 clusters Score -822969.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -823001.625000 Penalty: 4389.429688
	Iteration 10Q: 3 clusters Score -823001.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -823039.875000 Penalty: 4389.429688
	Iteration 11Q: 3 clusters Score -823039.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -823087.437500 Penalty: 4389.429688
	Iteration 12Q: 3 clusters Score -823087.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -823127.250000 Penalty: 4389.429688
	Iteration 13Q: 3 clusters Score -823127.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -823175.312500 Penalty: 4389.429688
	Iteration 14Q: 3 clusters Score -823175.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -823227.437500 Penalty: 4389.429688
	Iteration 15Q: 3 clusters Score -823227.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -823279.562500 Penalty: 4389.429688
	Iteration 16Q: 3 clusters Score -823279.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -823326.562500 Penalty: 4389.429688
	Iteration 17Q: 3 clusters Score -823326.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -823380.625000 Penalty: 4389.429688
	Iteration 18Q: 3 clusters Score -823380.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -823434.937500 Penalty: 4389.429688
	Iteration 19Q: 3 clusters Score -823434.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -823480.687500 Penalty: 4389.429688
	Iteration 20F: 3 clusters Score -823480.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -823522.875000 Penalty: 4389.429688
	Iteration 21Q: 3 clusters Score -823522.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -823568.125000 Penalty: 4389.429688
	Iteration 22Q: 3 clusters Score -823568.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -823620.000000 Penalty: 4389.429688
	Iteration 23Q: 3 clusters Score -823620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -823660.937500 Penalty: 4389.429688
	Iteration 24Q: 3 clusters Score -823660.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -823713.312500 Penalty: 4389.429688
	Iteration 25Q: 3 clusters Score -823713.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -823773.125000 Penalty: 4389.429688
	Iteration 26Q: 3 clusters Score -823773.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -823836.812500 Penalty: 4389.429688
	Iteration 27Q: 3 clusters Score -823836.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -823907.312500 Penalty: 4389.429688
	Iteration 28Q: 3 clusters Score -823907.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -823978.687500 Penalty: 4389.429688
	Iteration 29Q: 3 clusters Score -823978.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -824040.187500 Penalty: 4389.429688
	Iteration 30Q: 3 clusters Score -824040.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -824091.375000 Penalty: 4389.429688
	Iteration 31Q: 3 clusters Score -824091.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -824141.562500 Penalty: 4389.429688
	Iteration 32Q: 3 clusters Score -824141.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -824177.375000 Penalty: 4389.429688
	Iteration 33Q: 3 clusters Score -824177.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -824214.375000 Penalty: 4389.429688
	Iteration 34Q: 3 clusters Score -824214.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -824244.687500 Penalty: 4389.429688
	Iteration 35Q: 3 clusters Score -824244.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -824293.125000 Penalty: 4389.429688
	Iteration 36Q: 3 clusters Score -824293.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -824318.312500 Penalty: 4389.429688
	Iteration 37Q: 3 clusters Score -824318.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -824340.250000 Penalty: 4389.429688
	Iteration 38Q: 3 clusters Score -824340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -824358.687500 Penalty: 4389.429688
	Iteration 39Q: 3 clusters Score -824358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -824379.562500 Penalty: 4389.429688
	Iteration 40F: 3 clusters Score -824379.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -824389.062500 Penalty: 4389.429688
	Iteration 41Q: 3 clusters Score -824389.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -824404.750000 Penalty: 4389.429688
	Iteration 42Q: 3 clusters Score -824404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -824419.562500 Penalty: 4389.429688
	Iteration 43Q: 3 clusters Score -824419.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -824438.062500 Penalty: 4389.429688
	Iteration 44Q: 3 clusters Score -824438.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -824447.812500 Penalty: 4389.429688
	Iteration 45Q: 3 clusters Score -824447.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -824460.687500 Penalty: 4389.429688
	Iteration 46Q: 3 clusters Score -824460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -824469.187500 Penalty: 4389.429688
	Iteration 47Q: 3 clusters Score -824469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -824472.187500 Penalty: 4389.429688
	Iteration 48Q: 3 clusters Score -824472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -824477.375000 Penalty: 4389.429688
	Iteration 49Q: 3 clusters Score -824477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -824482.125000 Penalty: 4389.429688
	Iteration 50Q: 3 clusters Score -824482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -824482.187500 Penalty: 4389.429688
	Iteration 51Q: 3 clusters Score -824482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -824483.000000 Penalty: 4389.429688
	Iteration 52Q: 3 clusters Score -824483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -824485.875000 Penalty: 4389.429688
	Iteration 53Q: 3 clusters Score -824485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -824487.062500 Penalty: 4389.429688
	Iteration 54Q: 3 clusters Score -824487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -824490.875000 Penalty: 4389.429688
	Iteration 55Q: 3 clusters Score -824490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -824490.875000 Penalty: 4389.429688
	Iteration 56F: 3 clusters Score -824490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (11689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Entering Unmasked Estep 
Score: -1301312.875000 Penalty: 2322.868164
	Iteration 0F: 2 clusters Score -1301313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1292492.000000 Penalty: 4645.736328
	Iteration 0F: 3 clusters Score -1292492 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1295247.000000 Penalty: 4645.736328
	Iteration 1F: 3 clusters Score -1295247 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1295562.000000 Penalty: 4645.736328
	Iteration 2F: 3 clusters Score -1295562 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1295815.875000 Penalty: 4645.736328
	Iteration 3Q: 3 clusters Score -1295816 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1296039.875000 Penalty: 4645.736328
	Iteration 4Q: 3 clusters Score -1296040 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1296264.125000 Penalty: 4645.736328
	Iteration 5Q: 3 clusters Score -1296264 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1296471.750000 Penalty: 4645.736328
	Iteration 6Q: 3 clusters Score -1296472 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1296686.000000 Penalty: 4645.736328
	Iteration 7Q: 3 clusters Score -1296686 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1296896.375000 Penalty: 4645.736328
	Iteration 8Q: 3 clusters Score -1296896 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1297141.250000 Penalty: 4645.736328
	Iteration 9Q: 3 clusters Score -1297141 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1297418.375000 Penalty: 4645.736328
	Iteration 10Q: 3 clusters Score -1297418 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1297700.750000 Penalty: 4645.736328
	Iteration 11Q: 3 clusters Score -1297701 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1297921.625000 Penalty: 4645.736328
	Iteration 12Q: 3 clusters Score -1297922 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1298104.750000 Penalty: 4645.736328
	Iteration 13Q: 3 clusters Score -1298105 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1298259.125000 Penalty: 4645.736328
	Iteration 14Q: 3 clusters Score -1298259 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1298428.750000 Penalty: 4645.736328
	Iteration 15Q: 3 clusters Score -1298429 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1298626.750000 Penalty: 4645.736328
	Iteration 16Q: 3 clusters Score -1298627 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1298922.875000 Penalty: 4645.736328
	Iteration 17Q: 3 clusters Score -1298923 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1299228.375000 Penalty: 4645.736328
	Iteration 18Q: 3 clusters Score -1299228 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1299529.250000 Penalty: 4645.736328
	Iteration 19Q: 3 clusters Score -1299529 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1299743.625000 Penalty: 4645.736328
	Iteration 20F: 3 clusters Score -1299744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1299863.000000 Penalty: 4645.736328
	Iteration 21Q: 3 clusters Score -1299863 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1299915.250000 Penalty: 4645.736328
	Iteration 22Q: 3 clusters Score -1299915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1299933.500000 Penalty: 4645.736328
	Iteration 23Q: 3 clusters Score -1299934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1299955.500000 Penalty: 4645.736328
	Iteration 24Q: 3 clusters Score -1299956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1299968.750000 Penalty: 4645.736328
	Iteration 25Q: 3 clusters Score -1299969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1299976.500000 Penalty: 4645.736328
	Iteration 26Q: 3 clusters Score -1299976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1299982.500000 Penalty: 4645.736328
	Iteration 27Q: 3 clusters Score -1299982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1299985.625000 Penalty: 4645.736328
	Iteration 28Q: 3 clusters Score -1299986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1299986.750000 Penalty: 4645.736328
	Iteration 29Q: 3 clusters Score -1299987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1299993.125000 Penalty: 4645.736328
	Iteration 30Q: 3 clusters Score -1299993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1299992.500000 Penalty: 4645.736328
	Iteration 31Q: 3 clusters Score -1299992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1299995.375000 Penalty: 4645.736328
	Iteration 32Q: 3 clusters Score -1299995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1299997.000000 Penalty: 4645.736328
	Iteration 33Q: 3 clusters Score -1299997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1300002.125000 Penalty: 4645.736328
	Iteration 34Q: 3 clusters Score -1300002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1300004.875000 Penalty: 4645.736328
	Iteration 35Q: 3 clusters Score -1300005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1300006.500000 Penalty: 4645.736328
	Iteration 36Q: 3 clusters Score -1300006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1300007.125000 Penalty: 4645.736328
	Iteration 37Q: 3 clusters Score -1300007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1300011.875000 Penalty: 4645.736328
	Iteration 38Q: 3 clusters Score -1300012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1300013.250000 Penalty: 4645.736328
	Iteration 39Q: 3 clusters Score -1300013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1300019.000000 Penalty: 4645.736328
	Iteration 40F: 3 clusters Score -1300019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1300022.375000 Penalty: 4645.736328
	Iteration 41Q: 3 clusters Score -1300022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1300021.250000 Penalty: 4645.736328
	Iteration 42Q: 3 clusters Score -1300021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1300022.750000 Penalty: 4645.736328
	Iteration 43Q: 3 clusters Score -1300023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1300022.500000 Penalty: 4645.736328
	Iteration 44Q: 3 clusters Score -1300022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1300023.625000 Penalty: 4645.736328
	Iteration 45Q: 3 clusters Score -1300024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1300024.875000 Penalty: 4645.736328
	Iteration 46Q: 3 clusters Score -1300025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1300024.875000 Penalty: 4645.736328
	Iteration 47F: 3 clusters Score -1300025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -347744.500000 Penalty: 2055.431885
	Iteration 0F: 2 clusters Score -347744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -343981.656250 Penalty: 4110.863770
	Iteration 0F: 3 clusters Score -343981.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -345255.250000 Penalty: 4110.863770
	Iteration 1F: 3 clusters Score -345255.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -345804.781250 Penalty: 4110.863770
	Iteration 2F: 3 clusters Score -345804.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -346192.218750 Penalty: 4110.863770
	Iteration 3F: 3 clusters Score -346192.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -346460.000000 Penalty: 4110.863770
	Iteration 4F: 3 clusters Score -346460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -346608.968750 Penalty: 4110.863770
	Iteration 5Q: 3 clusters Score -346609 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -346696.875000 Penalty: 4110.863770
	Iteration 6Q: 3 clusters Score -346696.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -346749.875000 Penalty: 4110.863770
	Iteration 7Q: 3 clusters Score -346749.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -346795.500000 Penalty: 4110.863770
	Iteration 8Q: 3 clusters Score -346795.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -346821.281250 Penalty: 4110.863770
	Iteration 9Q: 3 clusters Score -346821.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -346844.156250 Penalty: 4110.863770
	Iteration 10Q: 3 clusters Score -346844.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -346861.593750 Penalty: 4110.863770
	Iteration 11Q: 3 clusters Score -346861.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -346881.906250 Penalty: 4110.863770
	Iteration 12Q: 3 clusters Score -346881.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -346897.156250 Penalty: 4110.863770
	Iteration 13Q: 3 clusters Score -346897.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -346915.218750 Penalty: 4110.863770
	Iteration 14Q: 3 clusters Score -346915.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -346928.375000 Penalty: 4110.863770
	Iteration 15Q: 3 clusters Score -346928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -346938.281250 Penalty: 4110.863770
	Iteration 16Q: 3 clusters Score -346938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -346944.875000 Penalty: 4110.863770
	Iteration 17Q: 3 clusters Score -346944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -346948.968750 Penalty: 4110.863770
	Iteration 18Q: 3 clusters Score -346949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -346953.718750 Penalty: 4110.863770
	Iteration 19Q: 3 clusters Score -346953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -346958.625000 Penalty: 4110.863770
	Iteration 20F: 3 clusters Score -346958.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -346964.062500 Penalty: 4110.863770
	Iteration 21Q: 3 clusters Score -346964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -346968.187500 Penalty: 4110.863770
	Iteration 22Q: 3 clusters Score -346968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -346970.812500 Penalty: 4110.863770
	Iteration 23Q: 3 clusters Score -346970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -346975.093750 Penalty: 4110.863770
	Iteration 24Q: 3 clusters Score -346975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346977.687500 Penalty: 4110.863770
	Iteration 25Q: 3 clusters Score -346977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -346981.250000 Penalty: 4110.863770
	Iteration 26Q: 3 clusters Score -346981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -346983.062500 Penalty: 4110.863770
	Iteration 27Q: 3 clusters Score -346983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346984.500000 Penalty: 4110.863770
	Iteration 28Q: 3 clusters Score -346984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346984.875000 Penalty: 4110.863770
	Iteration 29Q: 3 clusters Score -346984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -346986.843750 Penalty: 4110.863770
	Iteration 30Q: 3 clusters Score -346986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -346986.718750 Penalty: 4110.863770
	Iteration 31Q: 3 clusters Score -346986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346989.093750 Penalty: 4110.863770
	Iteration 32Q: 3 clusters Score -346989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346990.656250 Penalty: 4110.863770
	Iteration 33Q: 3 clusters Score -346990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346991.343750 Penalty: 4110.863770
	Iteration 34Q: 3 clusters Score -346991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346991.656250 Penalty: 4110.863770
	Iteration 35Q: 3 clusters Score -346991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346993.656250 Penalty: 4110.863770
	Iteration 36Q: 3 clusters Score -346993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346993.656250 Penalty: 4110.863770
	Iteration 37Q: 3 clusters Score -346993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -346993.656250 Penalty: 4110.863770
	Iteration 38F: 3 clusters Score -346993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (9139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Entering Unmasked Estep 
Score: -948479.250000 Penalty: 2261.835938
	Iteration 0F: 2 clusters Score -948479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -941396.562500 Penalty: 4523.671875
	Iteration 0F: 3 clusters Score -941396.6 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -943657.875000 Penalty: 4523.671875
	Iteration 1F: 3 clusters Score -943657.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -944317.562500 Penalty: 4523.671875
	Iteration 2F: 3 clusters Score -944317.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -945020.062500 Penalty: 4523.671875
	Iteration 3F: 3 clusters Score -945020.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -945550.875000 Penalty: 4523.671875
	Iteration 4F: 3 clusters Score -945550.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -945930.750000 Penalty: 4523.671875
	Iteration 5F: 3 clusters Score -945930.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -946230.312500 Penalty: 4523.671875
	Iteration 6Q: 3 clusters Score -946230.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -946461.500000 Penalty: 4523.671875
	Iteration 7Q: 3 clusters Score -946461.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -946631.312500 Penalty: 4523.671875
	Iteration 8Q: 3 clusters Score -946631.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -946764.187500 Penalty: 4523.671875
	Iteration 9Q: 3 clusters Score -946764.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -946874.625000 Penalty: 4523.671875
	Iteration 10Q: 3 clusters Score -946874.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -946946.437500 Penalty: 4523.671875
	Iteration 11Q: 3 clusters Score -946946.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -947012.312500 Penalty: 4523.671875
	Iteration 12Q: 3 clusters Score -947012.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -947081.062500 Penalty: 4523.671875
	Iteration 13Q: 3 clusters Score -947081.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -947150.437500 Penalty: 4523.671875
	Iteration 14Q: 3 clusters Score -947150.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -947202.187500 Penalty: 4523.671875
	Iteration 15Q: 3 clusters Score -947202.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -947242.000000 Penalty: 4523.671875
	Iteration 16Q: 3 clusters Score -947242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -947279.625000 Penalty: 4523.671875
	Iteration 17Q: 3 clusters Score -947279.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -947326.000000 Penalty: 4523.671875
	Iteration 18Q: 3 clusters Score -947326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -947369.687500 Penalty: 4523.671875
	Iteration 19Q: 3 clusters Score -947369.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -947419.937500 Penalty: 4523.671875
	Iteration 20F: 3 clusters Score -947419.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -947484.000000 Penalty: 4523.671875
	Iteration 21Q: 3 clusters Score -947484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -947531.437500 Penalty: 4523.671875
	Iteration 22Q: 3 clusters Score -947531.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -947567.187500 Penalty: 4523.671875
	Iteration 23Q: 3 clusters Score -947567.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -947594.500000 Penalty: 4523.671875
	Iteration 24Q: 3 clusters Score -947594.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -947619.500000 Penalty: 4523.671875
	Iteration 25Q: 3 clusters Score -947619.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -947636.125000 Penalty: 4523.671875
	Iteration 26Q: 3 clusters Score -947636.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -947652.000000 Penalty: 4523.671875
	Iteration 27Q: 3 clusters Score -947652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -947664.437500 Penalty: 4523.671875
	Iteration 28Q: 3 clusters Score -947664.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -947673.250000 Penalty: 4523.671875
	Iteration 29Q: 3 clusters Score -947673.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -947678.000000 Penalty: 4523.671875
	Iteration 30Q: 3 clusters Score -947678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -947682.375000 Penalty: 4523.671875
	Iteration 31Q: 3 clusters Score -947682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -947686.000000 Penalty: 4523.671875
	Iteration 32Q: 3 clusters Score -947686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -947688.437500 Penalty: 4523.671875
	Iteration 33Q: 3 clusters Score -947688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -947692.875000 Penalty: 4523.671875
	Iteration 34Q: 3 clusters Score -947692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -947694.875000 Penalty: 4523.671875
	Iteration 35Q: 3 clusters Score -947694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -947698.625000 Penalty: 4523.671875
	Iteration 36Q: 3 clusters Score -947698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -947699.875000 Penalty: 4523.671875
	Iteration 37Q: 3 clusters Score -947699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -947703.750000 Penalty: 4523.671875
	Iteration 38Q: 3 clusters Score -947703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -947705.812500 Penalty: 4523.671875
	Iteration 39Q: 3 clusters Score -947705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -947706.375000 Penalty: 4523.671875
	Iteration 40F: 3 clusters Score -947706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -947709.875000 Penalty: 4523.671875
	Iteration 41Q: 3 clusters Score -947709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -947710.250000 Penalty: 4523.671875
	Iteration 42Q: 3 clusters Score -947710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -947712.000000 Penalty: 4523.671875
	Iteration 43Q: 3 clusters Score -947712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -947711.187500 Penalty: 4523.671875
	Iteration 44Q: 3 clusters Score -947711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -947711.437500 Penalty: 4523.671875
	Iteration 45Q: 3 clusters Score -947711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -947711.437500 Penalty: 4523.671875
	Iteration 46F: 3 clusters Score -947711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -871735.250000 Penalty: 2244.820557
	Iteration 0F: 2 clusters Score -871735.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -865031.125000 Penalty: 4489.641113
	Iteration 0F: 3 clusters Score -865031.1 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -867082.062500 Penalty: 4489.641113
	Iteration 1F: 3 clusters Score -867082.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -867584.687500 Penalty: 4489.641113
	Iteration 2F: 3 clusters Score -867584.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -868059.000000 Penalty: 4489.641113
	Iteration 3F: 3 clusters Score -868059 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -868457.187500 Penalty: 4489.641113
	Iteration 4F: 3 clusters Score -868457.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -868761.437500 Penalty: 4489.641113
	Iteration 5F: 3 clusters Score -868761.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -868984.312500 Penalty: 4489.641113
	Iteration 6Q: 3 clusters Score -868984.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -869129.750000 Penalty: 4489.641113
	Iteration 7Q: 3 clusters Score -869129.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -869260.937500 Penalty: 4489.641113
	Iteration 8Q: 3 clusters Score -869260.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -869393.250000 Penalty: 4489.641113
	Iteration 9Q: 3 clusters Score -869393.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -869504.000000 Penalty: 4489.641113
	Iteration 10Q: 3 clusters Score -869504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -869571.000000 Penalty: 4489.641113
	Iteration 11Q: 3 clusters Score -869571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -869633.375000 Penalty: 4489.641113
	Iteration 12Q: 3 clusters Score -869633.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -869695.875000 Penalty: 4489.641113
	Iteration 13Q: 3 clusters Score -869695.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -869764.000000 Penalty: 4489.641113
	Iteration 14Q: 3 clusters Score -869764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -869817.937500 Penalty: 4489.641113
	Iteration 15Q: 3 clusters Score -869817.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -869863.750000 Penalty: 4489.641113
	Iteration 16Q: 3 clusters Score -869863.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -869903.125000 Penalty: 4489.641113
	Iteration 17Q: 3 clusters Score -869903.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -869943.687500 Penalty: 4489.641113
	Iteration 18Q: 3 clusters Score -869943.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -869981.437500 Penalty: 4489.641113
	Iteration 19Q: 3 clusters Score -869981.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -870014.125000 Penalty: 4489.641113
	Iteration 20F: 3 clusters Score -870014.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -870043.062500 Penalty: 4489.641113
	Iteration 21Q: 3 clusters Score -870043.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -870073.062500 Penalty: 4489.641113
	Iteration 22Q: 3 clusters Score -870073.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -870096.500000 Penalty: 4489.641113
	Iteration 23Q: 3 clusters Score -870096.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -870116.250000 Penalty: 4489.641113
	Iteration 24Q: 3 clusters Score -870116.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -870134.062500 Penalty: 4489.641113
	Iteration 25Q: 3 clusters Score -870134.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -870148.312500 Penalty: 4489.641113
	Iteration 26Q: 3 clusters Score -870148.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -870160.937500 Penalty: 4489.641113
	Iteration 27Q: 3 clusters Score -870160.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -870170.437500 Penalty: 4489.641113
	Iteration 28Q: 3 clusters Score -870170.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -870179.125000 Penalty: 4489.641113
	Iteration 29Q: 3 clusters Score -870179.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -870191.812500 Penalty: 4489.641113
	Iteration 30Q: 3 clusters Score -870191.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -870200.750000 Penalty: 4489.641113
	Iteration 31Q: 3 clusters Score -870200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -870207.312500 Penalty: 4489.641113
	Iteration 32Q: 3 clusters Score -870207.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -870216.562500 Penalty: 4489.641113
	Iteration 33Q: 3 clusters Score -870216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -870226.125000 Penalty: 4489.641113
	Iteration 34Q: 3 clusters Score -870226.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -870233.437500 Penalty: 4489.641113
	Iteration 35Q: 3 clusters Score -870233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -870239.250000 Penalty: 4489.641113
	Iteration 36Q: 3 clusters Score -870239.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -870243.687500 Penalty: 4489.641113
	Iteration 37Q: 3 clusters Score -870243.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -870250.062500 Penalty: 4489.641113
	Iteration 38Q: 3 clusters Score -870250.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -870255.437500 Penalty: 4489.641113
	Iteration 39Q: 3 clusters Score -870255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -870256.812500 Penalty: 4489.641113
	Iteration 40F: 3 clusters Score -870256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -870264.062500 Penalty: 4489.641113
	Iteration 41Q: 3 clusters Score -870264.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -870271.062500 Penalty: 4489.641113
	Iteration 42Q: 3 clusters Score -870271.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -870278.375000 Penalty: 4489.641113
	Iteration 43Q: 3 clusters Score -870278.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -870288.312500 Penalty: 4489.641113
	Iteration 44Q: 3 clusters Score -870288.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -870297.375000 Penalty: 4489.641113
	Iteration 45Q: 3 clusters Score -870297.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -870309.375000 Penalty: 4489.641113
	Iteration 46Q: 3 clusters Score -870309.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -870316.062500 Penalty: 4489.641113
	Iteration 47Q: 3 clusters Score -870316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -870322.687500 Penalty: 4489.641113
	Iteration 48Q: 3 clusters Score -870322.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -870327.625000 Penalty: 4489.641113
	Iteration 49Q: 3 clusters Score -870327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -870329.875000 Penalty: 4489.641113
	Iteration 50Q: 3 clusters Score -870329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -870331.312500 Penalty: 4489.641113
	Iteration 51Q: 3 clusters Score -870331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -870333.062500 Penalty: 4489.641113
	Iteration 52Q: 3 clusters Score -870333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -870333.937500 Penalty: 4489.641113
	Iteration 53Q: 3 clusters Score -870333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -870337.562500 Penalty: 4489.641113
	Iteration 54Q: 3 clusters Score -870337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -870341.000000 Penalty: 4489.641113
	Iteration 55Q: 3 clusters Score -870341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -870344.000000 Penalty: 4489.641113
	Iteration 56Q: 3 clusters Score -870344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -870345.625000 Penalty: 4489.641113
	Iteration 57Q: 3 clusters Score -870345.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -870348.250000 Penalty: 4489.641113
	Iteration 58Q: 3 clusters Score -870348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -870351.062500 Penalty: 4489.641113
	Iteration 59Q: 3 clusters Score -870351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -870353.750000 Penalty: 4489.641113
	Iteration 60F: 3 clusters Score -870353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -870355.187500 Penalty: 4489.641113
	Iteration 61Q: 3 clusters Score -870355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -870356.750000 Penalty: 4489.641113
	Iteration 62Q: 3 clusters Score -870356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -870356.437500 Penalty: 4489.641113
	Iteration 63Q: 3 clusters Score -870356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -870358.875000 Penalty: 4489.641113
	Iteration 64Q: 3 clusters Score -870358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -870358.250000 Penalty: 4489.641113
	Iteration 65Q: 3 clusters Score -870358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -870359.250000 Penalty: 4489.641113
	Iteration 66Q: 3 clusters Score -870359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -870359.187500 Penalty: 4489.641113
	Iteration 67Q: 3 clusters Score -870359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -870359.187500 Penalty: 4489.641113
	Iteration 68F: 3 clusters Score -870359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (12814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Entering Unmasked Estep 
Score: -1523188.875000 Penalty: 2345.656982
	Iteration 0F: 2 clusters Score -1523189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1513685.750000 Penalty: 4691.313965
	Iteration 0F: 3 clusters Score -1513686 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1516689.500000 Penalty: 4691.313965
	Iteration 1F: 3 clusters Score -1516690 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1517002.750000 Penalty: 4691.313965
	Iteration 2F: 3 clusters Score -1517003 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1517214.125000 Penalty: 4691.313965
	Iteration 3Q: 3 clusters Score -1517214 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1517360.125000 Penalty: 4691.313965
	Iteration 4Q: 3 clusters Score -1517360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1517480.250000 Penalty: 4691.313965
	Iteration 5Q: 3 clusters Score -1517480 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1517587.875000 Penalty: 4691.313965
	Iteration 6Q: 3 clusters Score -1517588 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1517708.250000 Penalty: 4691.313965
	Iteration 7Q: 3 clusters Score -1517708 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1517844.875000 Penalty: 4691.313965
	Iteration 8Q: 3 clusters Score -1517845 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1517992.125000 Penalty: 4691.313965
	Iteration 9Q: 3 clusters Score -1517992 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1518145.375000 Penalty: 4691.313965
	Iteration 10Q: 3 clusters Score -1518145 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1518315.500000 Penalty: 4691.313965
	Iteration 11Q: 3 clusters Score -1518316 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1518498.250000 Penalty: 4691.313965
	Iteration 12Q: 3 clusters Score -1518498 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1518730.250000 Penalty: 4691.313965
	Iteration 13Q: 3 clusters Score -1518730 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1518973.250000 Penalty: 4691.313965
	Iteration 14Q: 3 clusters Score -1518973 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1519208.000000 Penalty: 4691.313965
	Iteration 15Q: 3 clusters Score -1519208 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1519379.000000 Penalty: 4691.313965
	Iteration 16Q: 3 clusters Score -1519379 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1519503.000000 Penalty: 4691.313965
	Iteration 17Q: 3 clusters Score -1519503 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1519597.375000 Penalty: 4691.313965
	Iteration 18Q: 3 clusters Score -1519597 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1519659.250000 Penalty: 4691.313965
	Iteration 19Q: 3 clusters Score -1519659 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1519691.375000 Penalty: 4691.313965
	Iteration 20F: 3 clusters Score -1519691 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1519719.375000 Penalty: 4691.313965
	Iteration 21Q: 3 clusters Score -1519719 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1519746.125000 Penalty: 4691.313965
	Iteration 22Q: 3 clusters Score -1519746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1519758.250000 Penalty: 4691.313965
	Iteration 23Q: 3 clusters Score -1519758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1519784.375000 Penalty: 4691.313965
	Iteration 24Q: 3 clusters Score -1519784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1519806.750000 Penalty: 4691.313965
	Iteration 25Q: 3 clusters Score -1519807 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1519822.125000 Penalty: 4691.313965
	Iteration 26Q: 3 clusters Score -1519822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1519835.375000 Penalty: 4691.313965
	Iteration 27Q: 3 clusters Score -1519835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1519845.375000 Penalty: 4691.313965
	Iteration 28Q: 3 clusters Score -1519845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1519854.250000 Penalty: 4691.313965
	Iteration 29Q: 3 clusters Score -1519854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1519857.625000 Penalty: 4691.313965
	Iteration 30Q: 3 clusters Score -1519858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1519868.000000 Penalty: 4691.313965
	Iteration 31Q: 3 clusters Score -1519868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1519874.500000 Penalty: 4691.313965
	Iteration 32Q: 3 clusters Score -1519874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1519881.250000 Penalty: 4691.313965
	Iteration 33Q: 3 clusters Score -1519881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1519893.375000 Penalty: 4691.313965
	Iteration 34Q: 3 clusters Score -1519893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1519898.500000 Penalty: 4691.313965
	Iteration 35Q: 3 clusters Score -1519898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1519906.750000 Penalty: 4691.313965
	Iteration 36Q: 3 clusters Score -1519907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1519913.250000 Penalty: 4691.313965
	Iteration 37Q: 3 clusters Score -1519913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1519917.500000 Penalty: 4691.313965
	Iteration 38Q: 3 clusters Score -1519918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1519921.250000 Penalty: 4691.313965
	Iteration 39Q: 3 clusters Score -1519921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1519924.500000 Penalty: 4691.313965
	Iteration 40F: 3 clusters Score -1519924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1519930.375000 Penalty: 4691.313965
	Iteration 41Q: 3 clusters Score -1519930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1519937.750000 Penalty: 4691.313965
	Iteration 42Q: 3 clusters Score -1519938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1519943.375000 Penalty: 4691.313965
	Iteration 43Q: 3 clusters Score -1519943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1519947.375000 Penalty: 4691.313965
	Iteration 44Q: 3 clusters Score -1519947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1519948.750000 Penalty: 4691.313965
	Iteration 45Q: 3 clusters Score -1519949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1519953.750000 Penalty: 4691.313965
	Iteration 46Q: 3 clusters Score -1519954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1519954.500000 Penalty: 4691.313965
	Iteration 47Q: 3 clusters Score -1519954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1519959.875000 Penalty: 4691.313965
	Iteration 48Q: 3 clusters Score -1519960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1519969.375000 Penalty: 4691.313965
	Iteration 49Q: 3 clusters Score -1519969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1519977.875000 Penalty: 4691.313965
	Iteration 50Q: 3 clusters Score -1519978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1519982.750000 Penalty: 4691.313965
	Iteration 51Q: 3 clusters Score -1519983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1519988.000000 Penalty: 4691.313965
	Iteration 52Q: 3 clusters Score -1519988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1519995.125000 Penalty: 4691.313965
	Iteration 53Q: 3 clusters Score -1519995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1520004.250000 Penalty: 4691.313965
	Iteration 54Q: 3 clusters Score -1520004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1520008.500000 Penalty: 4691.313965
	Iteration 55Q: 3 clusters Score -1520008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1520019.500000 Penalty: 4691.313965
	Iteration 56Q: 3 clusters Score -1520020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1520028.500000 Penalty: 4691.313965
	Iteration 57Q: 3 clusters Score -1520028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1520033.250000 Penalty: 4691.313965
	Iteration 58Q: 3 clusters Score -1520033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1520043.875000 Penalty: 4691.313965
	Iteration 59Q: 3 clusters Score -1520044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1520053.375000 Penalty: 4691.313965
	Iteration 60F: 3 clusters Score -1520053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1520068.500000 Penalty: 4691.313965
	Iteration 61Q: 3 clusters Score -1520068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1520085.375000 Penalty: 4691.313965
	Iteration 62Q: 3 clusters Score -1520085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1520098.000000 Penalty: 4691.313965
	Iteration 63Q: 3 clusters Score -1520098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1520116.625000 Penalty: 4691.313965
	Iteration 64Q: 3 clusters Score -1520117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1520125.625000 Penalty: 4691.313965
	Iteration 65Q: 3 clusters Score -1520126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1520141.375000 Penalty: 4691.313965
	Iteration 66Q: 3 clusters Score -1520141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1520148.625000 Penalty: 4691.313965
	Iteration 67Q: 3 clusters Score -1520149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1520158.125000 Penalty: 4691.313965
	Iteration 68Q: 3 clusters Score -1520158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1520173.875000 Penalty: 4691.313965
	Iteration 69Q: 3 clusters Score -1520174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1520182.875000 Penalty: 4691.313965
	Iteration 70Q: 3 clusters Score -1520183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1520195.750000 Penalty: 4691.313965
	Iteration 71Q: 3 clusters Score -1520196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1520215.000000 Penalty: 4691.313965
	Iteration 72Q: 3 clusters Score -1520215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1520231.375000 Penalty: 4691.313965
	Iteration 73Q: 3 clusters Score -1520231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1520245.875000 Penalty: 4691.313965
	Iteration 74Q: 3 clusters Score -1520246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1520259.625000 Penalty: 4691.313965
	Iteration 75Q: 3 clusters Score -1520260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1520274.500000 Penalty: 4691.313965
	Iteration 76Q: 3 clusters Score -1520274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1520284.625000 Penalty: 4691.313965
	Iteration 77Q: 3 clusters Score -1520285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1520296.750000 Penalty: 4691.313965
	Iteration 78Q: 3 clusters Score -1520297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1520312.875000 Penalty: 4691.313965
	Iteration 79Q: 3 clusters Score -1520313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1520325.500000 Penalty: 4691.313965
	Iteration 80F: 3 clusters Score -1520326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1520336.500000 Penalty: 4691.313965
	Iteration 81Q: 3 clusters Score -1520336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1520346.250000 Penalty: 4691.313965
	Iteration 82Q: 3 clusters Score -1520346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1520360.875000 Penalty: 4691.313965
	Iteration 83Q: 3 clusters Score -1520361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1520375.375000 Penalty: 4691.313965
	Iteration 84Q: 3 clusters Score -1520375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1520398.250000 Penalty: 4691.313965
	Iteration 85Q: 3 clusters Score -1520398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1520420.375000 Penalty: 4691.313965
	Iteration 86Q: 3 clusters Score -1520420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1520440.875000 Penalty: 4691.313965
	Iteration 87Q: 3 clusters Score -1520441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1520461.375000 Penalty: 4691.313965
	Iteration 88Q: 3 clusters Score -1520461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1520482.625000 Penalty: 4691.313965
	Iteration 89Q: 3 clusters Score -1520483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1520513.875000 Penalty: 4691.313965
	Iteration 90Q: 3 clusters Score -1520514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1520528.250000 Penalty: 4691.313965
	Iteration 91Q: 3 clusters Score -1520528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1520557.000000 Penalty: 4691.313965
	Iteration 92Q: 3 clusters Score -1520557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1520573.500000 Penalty: 4691.313965
	Iteration 93Q: 3 clusters Score -1520574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1520596.000000 Penalty: 4691.313965
	Iteration 94Q: 3 clusters Score -1520596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1520617.500000 Penalty: 4691.313965
	Iteration 95Q: 3 clusters Score -1520618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1520639.750000 Penalty: 4691.313965
	Iteration 96Q: 3 clusters Score -1520640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1520658.875000 Penalty: 4691.313965
	Iteration 97Q: 3 clusters Score -1520659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1520678.875000 Penalty: 4691.313965
	Iteration 98Q: 3 clusters Score -1520679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1520707.250000 Penalty: 4691.313965
	Iteration 99Q: 3 clusters Score -1520707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1520736.750000 Penalty: 4691.313965
	Iteration 100F: 3 clusters Score -1520737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1520763.375000 Penalty: 4691.313965
	Iteration 101Q: 3 clusters Score -1520763 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1520801.625000 Penalty: 4691.313965
	Iteration 102Q: 3 clusters Score -1520802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1520825.000000 Penalty: 4691.313965
	Iteration 103Q: 3 clusters Score -1520825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1520849.625000 Penalty: 4691.313965
	Iteration 104Q: 3 clusters Score -1520850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1520871.500000 Penalty: 4691.313965
	Iteration 105Q: 3 clusters Score -1520872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1520892.750000 Penalty: 4691.313965
	Iteration 106Q: 3 clusters Score -1520893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1520922.000000 Penalty: 4691.313965
	Iteration 107Q: 3 clusters Score -1520922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1520941.625000 Penalty: 4691.313965
	Iteration 108Q: 3 clusters Score -1520942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1520960.875000 Penalty: 4691.313965
	Iteration 109Q: 3 clusters Score -1520961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1520979.625000 Penalty: 4691.313965
	Iteration 110Q: 3 clusters Score -1520980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1520992.375000 Penalty: 4691.313965
	Iteration 111Q: 3 clusters Score -1520992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1521011.500000 Penalty: 4691.313965
	Iteration 112Q: 3 clusters Score -1521012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1521026.625000 Penalty: 4691.313965
	Iteration 113Q: 3 clusters Score -1521027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1521041.500000 Penalty: 4691.313965
	Iteration 114Q: 3 clusters Score -1521042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1521058.625000 Penalty: 4691.313965
	Iteration 115Q: 3 clusters Score -1521059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1521065.500000 Penalty: 4691.313965
	Iteration 116Q: 3 clusters Score -1521066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1521069.125000 Penalty: 4691.313965
	Iteration 117Q: 3 clusters Score -1521069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1521076.750000 Penalty: 4691.313965
	Iteration 118Q: 3 clusters Score -1521077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1521083.250000 Penalty: 4691.313965
	Iteration 119Q: 3 clusters Score -1521083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1521083.500000 Penalty: 4691.313965
	Iteration 120F: 3 clusters Score -1521084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1521087.875000 Penalty: 4691.313965
	Iteration 121Q: 3 clusters Score -1521088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1521093.875000 Penalty: 4691.313965
	Iteration 122Q: 3 clusters Score -1521094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1521102.250000 Penalty: 4691.313965
	Iteration 123Q: 3 clusters Score -1521102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1521104.125000 Penalty: 4691.313965
	Iteration 124Q: 3 clusters Score -1521104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1521107.000000 Penalty: 4691.313965
	Iteration 125Q: 3 clusters Score -1521107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1521111.375000 Penalty: 4691.313965
	Iteration 126Q: 3 clusters Score -1521111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1521114.500000 Penalty: 4691.313965
	Iteration 127Q: 3 clusters Score -1521114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1521117.625000 Penalty: 4691.313965
	Iteration 128Q: 3 clusters Score -1521118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1521121.875000 Penalty: 4691.313965
	Iteration 129Q: 3 clusters Score -1521122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1521125.125000 Penalty: 4691.313965
	Iteration 130Q: 3 clusters Score -1521125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1521126.625000 Penalty: 4691.313965
	Iteration 131Q: 3 clusters Score -1521127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1521129.125000 Penalty: 4691.313965
	Iteration 132Q: 3 clusters Score -1521129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1521132.625000 Penalty: 4691.313965
	Iteration 133Q: 3 clusters Score -1521133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1521132.250000 Penalty: 4691.313965
	Iteration 134Q: 3 clusters Score -1521132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1521132.250000 Penalty: 4691.313965
	Iteration 135F: 3 clusters Score -1521132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (17730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Entering Unmasked Estep 
Score: -2063064.500000 Penalty: 2426.187256
	Iteration 0F: 2 clusters Score -2063064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2050494.625000 Penalty: 4852.374512
	Iteration 0F: 3 clusters Score -2050495 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2054692.250000 Penalty: 4852.374512
	Iteration 1F: 3 clusters Score -2054692 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2055063.625000 Penalty: 4852.374512
	Iteration 2F: 3 clusters Score -2055064 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2055402.000000 Penalty: 4852.374512
	Iteration 3Q: 3 clusters Score -2055402 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2055800.750000 Penalty: 4852.374512
	Iteration 4Q: 3 clusters Score -2055801 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2056264.500000 Penalty: 4852.374512
	Iteration 5F: 3 clusters Score -2056264 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2056868.000000 Penalty: 4852.374512
	Iteration 6F: 3 clusters Score -2056868 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2057641.000000 Penalty: 4852.374512
	Iteration 7F: 3 clusters Score -2057641 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2058424.500000 Penalty: 4852.374512
	Iteration 8F: 3 clusters Score -2058424 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2059123.500000 Penalty: 4852.374512
	Iteration 9Q: 3 clusters Score -2059124 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2059692.125000 Penalty: 4852.374512
	Iteration 10Q: 3 clusters Score -2059692 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2060098.250000 Penalty: 4852.374512
	Iteration 11Q: 3 clusters Score -2060098 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2060369.125000 Penalty: 4852.374512
	Iteration 12Q: 3 clusters Score -2060369 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2060554.375000 Penalty: 4852.374512
	Iteration 13Q: 3 clusters Score -2060554 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2060697.500000 Penalty: 4852.374512
	Iteration 14Q: 3 clusters Score -2060698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2060788.750000 Penalty: 4852.374512
	Iteration 15Q: 3 clusters Score -2060789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2060849.125000 Penalty: 4852.374512
	Iteration 16Q: 3 clusters Score -2060849 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2060915.250000 Penalty: 4852.374512
	Iteration 17Q: 3 clusters Score -2060915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2060969.000000 Penalty: 4852.374512
	Iteration 18Q: 3 clusters Score -2060969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2060996.125000 Penalty: 4852.374512
	Iteration 19Q: 3 clusters Score -2060996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2061042.375000 Penalty: 4852.374512
	Iteration 20F: 3 clusters Score -2061042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2061066.375000 Penalty: 4852.374512
	Iteration 21Q: 3 clusters Score -2061066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2061079.625000 Penalty: 4852.374512
	Iteration 22Q: 3 clusters Score -2061080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2061105.875000 Penalty: 4852.374512
	Iteration 23Q: 3 clusters Score -2061106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2061114.000000 Penalty: 4852.374512
	Iteration 24Q: 3 clusters Score -2061114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2061112.250000 Penalty: 4852.374512
	Iteration 25Q: 3 clusters Score -2061112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2061121.875000 Penalty: 4852.374512
	Iteration 26Q: 3 clusters Score -2061122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2061131.250000 Penalty: 4852.374512
	Iteration 27Q: 3 clusters Score -2061131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2061145.875000 Penalty: 4852.374512
	Iteration 28Q: 3 clusters Score -2061146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2061156.625000 Penalty: 4852.374512
	Iteration 29Q: 3 clusters Score -2061157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2061168.125000 Penalty: 4852.374512
	Iteration 30Q: 3 clusters Score -2061168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2061175.625000 Penalty: 4852.374512
	Iteration 31Q: 3 clusters Score -2061176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2061173.125000 Penalty: 4852.374512
	Iteration 32Q: 3 clusters Score -2061173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2061182.875000 Penalty: 4852.374512
	Iteration 33Q: 3 clusters Score -2061183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2061191.625000 Penalty: 4852.374512
	Iteration 34Q: 3 clusters Score -2061192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2061196.375000 Penalty: 4852.374512
	Iteration 35Q: 3 clusters Score -2061196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2061201.125000 Penalty: 4852.374512
	Iteration 36Q: 3 clusters Score -2061201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2061199.875000 Penalty: 4852.374512
	Iteration 37Q: 3 clusters Score -2061200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2061207.750000 Penalty: 4852.374512
	Iteration 38Q: 3 clusters Score -2061208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2061207.000000 Penalty: 4852.374512
	Iteration 39Q: 3 clusters Score -2061207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2061208.125000 Penalty: 4852.374512
	Iteration 40F: 3 clusters Score -2061208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2061209.750000 Penalty: 4852.374512
	Iteration 41Q: 3 clusters Score -2061210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2061212.125000 Penalty: 4852.374512
	Iteration 42Q: 3 clusters Score -2061212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2061212.125000 Penalty: 4852.374512
	Iteration 43Q: 3 clusters Score -2061212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2061213.875000 Penalty: 4852.374512
	Iteration 44Q: 3 clusters Score -2061214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2061212.750000 Penalty: 4852.374512
	Iteration 45Q: 3 clusters Score -2061213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2061215.250000 Penalty: 4852.374512
	Iteration 46Q: 3 clusters Score -2061215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2061215.500000 Penalty: 4852.374512
	Iteration 47Q: 3 clusters Score -2061216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2061218.500000 Penalty: 4852.374512
	Iteration 48Q: 3 clusters Score -2061218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2061219.875000 Penalty: 4852.374512
	Iteration 49Q: 3 clusters Score -2061220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2061219.875000 Penalty: 4852.374512
	Iteration 50F: 3 clusters Score -2061220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (10406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Entering Unmasked Estep 
Score: -1202327.375000 Penalty: 2294.034180
	Iteration 0F: 2 clusters Score -1202327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1194356.125000 Penalty: 4588.068359
	Iteration 0F: 3 clusters Score -1194356 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1196676.750000 Penalty: 4588.068359
	Iteration 1F: 3 clusters Score -1196677 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1196975.625000 Penalty: 4588.068359
	Iteration 2F: 3 clusters Score -1196976 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1197213.000000 Penalty: 4588.068359
	Iteration 3Q: 3 clusters Score -1197213 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1197447.625000 Penalty: 4588.068359
	Iteration 4Q: 3 clusters Score -1197448 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1197699.500000 Penalty: 4588.068359
	Iteration 5Q: 3 clusters Score -1197700 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1197963.375000 Penalty: 4588.068359
	Iteration 6Q: 3 clusters Score -1197963 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1198219.500000 Penalty: 4588.068359
	Iteration 7Q: 3 clusters Score -1198220 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1198454.625000 Penalty: 4588.068359
	Iteration 8Q: 3 clusters Score -1198455 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1198663.250000 Penalty: 4588.068359
	Iteration 9Q: 3 clusters Score -1198663 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1198832.625000 Penalty: 4588.068359
	Iteration 10Q: 3 clusters Score -1198833 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1198946.875000 Penalty: 4588.068359
	Iteration 11Q: 3 clusters Score -1198947 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1199029.250000 Penalty: 4588.068359
	Iteration 12Q: 3 clusters Score -1199029 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1199088.625000 Penalty: 4588.068359
	Iteration 13Q: 3 clusters Score -1199089 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1199131.750000 Penalty: 4588.068359
	Iteration 14Q: 3 clusters Score -1199132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1199155.625000 Penalty: 4588.068359
	Iteration 15Q: 3 clusters Score -1199156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1199176.750000 Penalty: 4588.068359
	Iteration 16Q: 3 clusters Score -1199177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1199190.625000 Penalty: 4588.068359
	Iteration 17Q: 3 clusters Score -1199191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1199195.875000 Penalty: 4588.068359
	Iteration 18Q: 3 clusters Score -1199196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1199204.000000 Penalty: 4588.068359
	Iteration 19Q: 3 clusters Score -1199204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1199212.000000 Penalty: 4588.068359
	Iteration 20F: 3 clusters Score -1199212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1199219.875000 Penalty: 4588.068359
	Iteration 21Q: 3 clusters Score -1199220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1199228.000000 Penalty: 4588.068359
	Iteration 22Q: 3 clusters Score -1199228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1199236.875000 Penalty: 4588.068359
	Iteration 23Q: 3 clusters Score -1199237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1199240.375000 Penalty: 4588.068359
	Iteration 24Q: 3 clusters Score -1199240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1199241.500000 Penalty: 4588.068359
	Iteration 25Q: 3 clusters Score -1199242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1199242.875000 Penalty: 4588.068359
	Iteration 26Q: 3 clusters Score -1199243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1199246.000000 Penalty: 4588.068359
	Iteration 27Q: 3 clusters Score -1199246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1199247.500000 Penalty: 4588.068359
	Iteration 28Q: 3 clusters Score -1199248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1199249.625000 Penalty: 4588.068359
	Iteration 29Q: 3 clusters Score -1199250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1199248.250000 Penalty: 4588.068359
	Iteration 30Q: 3 clusters Score -1199248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1199248.125000 Penalty: 4588.068359
	Iteration 31Q: 3 clusters Score -1199248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1199248.750000 Penalty: 4588.068359
	Iteration 32Q: 3 clusters Score -1199249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1199248.750000 Penalty: 4588.068359
	Iteration 33F: 3 clusters Score -1199249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -399963.781250 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -399963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -395950.031250 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -395950 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -397028.843750 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -397028.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -397382.250000 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -397382.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -397697.562500 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -397697.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -397971.875000 Penalty: 4142.281738
	Iteration 4F: 3 clusters Score -397971.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -398179.062500 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -398179.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -398361.500000 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -398361.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -398527.000000 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -398527 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -398687.625000 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -398687.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -398791.781250 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -398791.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -398890.562500 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -398890.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -398987.343750 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -398987.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -399048.750000 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -399048.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -399099.125000 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -399099.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -399153.375000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -399153.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -399201.718750 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -399201.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -399232.406250 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -399232.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -399254.468750 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -399254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -399262.156250 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -399262.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -399267.718750 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -399267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -399273.156250 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -399273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -399277.062500 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -399277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -399282.656250 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -399282.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -399287.187500 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -399287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -399289.750000 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -399289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399291.750000 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -399291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -399294.531250 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -399294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -399294.937500 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -399294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -399294.593750 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -399294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -399294.843750 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -399294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -399294.843750 Penalty: 4142.281738
	Iteration 30F: 3 clusters Score -399294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -266293.031250 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -266293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -263467.812500 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -263467.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263961.875000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -263961.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -264101.125000 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -264101.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -264198.343750 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -264198.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -264274.750000 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -264274.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -264341.593750 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -264341.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -264406.562500 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -264406.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -264456.406250 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -264456.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -264494.187500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -264494.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -264524.093750 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -264524.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264547.500000 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -264547.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -264567.218750 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -264567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -264582.343750 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -264582.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264593.687500 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -264593.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -264601.593750 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -264601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -264606.281250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -264606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -264611.000000 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -264611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -264614.187500 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -264614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -264618.343750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -264618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -264622.625000 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -264622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -264628.343750 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -264628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -264633.500000 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -264633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -264633.687500 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -264633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264634.156250 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -264634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264634.156250 Penalty: 3852.562988
	Iteration 24F: 3 clusters Score -264634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -624423.875000 Penalty: 2168.475098
	Iteration 0F: 2 clusters Score -624423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -619158.000000 Penalty: 4336.950195
	Iteration 0F: 3 clusters Score -619158 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -620771.687500 Penalty: 4336.950195
	Iteration 1F: 3 clusters Score -620771.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -621256.125000 Penalty: 4336.950195
	Iteration 2F: 3 clusters Score -621256.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -621724.750000 Penalty: 4336.950195
	Iteration 3F: 3 clusters Score -621724.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -622190.687500 Penalty: 4336.950195
	Iteration 4F: 3 clusters Score -622190.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -622555.750000 Penalty: 4336.950195
	Iteration 5F: 3 clusters Score -622555.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -622818.312500 Penalty: 4336.950195
	Iteration 6F: 3 clusters Score -622818.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -622990.812500 Penalty: 4336.950195
	Iteration 7Q: 3 clusters Score -622990.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -623127.062500 Penalty: 4336.950195
	Iteration 8Q: 3 clusters Score -623127.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -623233.937500 Penalty: 4336.950195
	Iteration 9Q: 3 clusters Score -623233.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -623297.437500 Penalty: 4336.950195
	Iteration 10Q: 3 clusters Score -623297.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -623345.562500 Penalty: 4336.950195
	Iteration 11Q: 3 clusters Score -623345.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -623382.062500 Penalty: 4336.950195
	Iteration 12Q: 3 clusters Score -623382.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -623401.500000 Penalty: 4336.950195
	Iteration 13Q: 3 clusters Score -623401.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -623418.625000 Penalty: 4336.950195
	Iteration 14Q: 3 clusters Score -623418.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -623431.562500 Penalty: 4336.950195
	Iteration 15Q: 3 clusters Score -623431.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -623441.937500 Penalty: 4336.950195
	Iteration 16Q: 3 clusters Score -623441.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -623451.500000 Penalty: 4336.950195
	Iteration 17Q: 3 clusters Score -623451.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -623457.500000 Penalty: 4336.950195
	Iteration 18Q: 3 clusters Score -623457.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -623463.437500 Penalty: 4336.950195
	Iteration 19Q: 3 clusters Score -623463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -623466.125000 Penalty: 4336.950195
	Iteration 20F: 3 clusters Score -623466.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -623469.000000 Penalty: 4336.950195
	Iteration 21Q: 3 clusters Score -623469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -623470.687500 Penalty: 4336.950195
	Iteration 22Q: 3 clusters Score -623470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -623473.250000 Penalty: 4336.950195
	Iteration 23Q: 3 clusters Score -623473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -623474.625000 Penalty: 4336.950195
	Iteration 24Q: 3 clusters Score -623474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -623474.187500 Penalty: 4336.950195
	Iteration 25Q: 3 clusters Score -623474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -623476.000000 Penalty: 4336.950195
	Iteration 26Q: 3 clusters Score -623476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -623475.750000 Penalty: 4336.950195
	Iteration 27Q: 3 clusters Score -623475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -623475.812500 Penalty: 4336.950195
	Iteration 28Q: 3 clusters Score -623475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -623478.812500 Penalty: 4336.950195
	Iteration 29Q: 3 clusters Score -623478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -623479.250000 Penalty: 4336.950195
	Iteration 30Q: 3 clusters Score -623479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -623479.062500 Penalty: 4336.950195
	Iteration 31Q: 3 clusters Score -623479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -623480.187500 Penalty: 4336.950195
	Iteration 32Q: 3 clusters Score -623480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -623481.000000 Penalty: 4336.950195
	Iteration 33Q: 3 clusters Score -623481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -623480.187500 Penalty: 4336.950195
	Iteration 34Q: 3 clusters Score -623480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -623480.750000 Penalty: 4336.950195
	Iteration 35Q: 3 clusters Score -623480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -623481.750000 Penalty: 4336.950195
	Iteration 36Q: 3 clusters Score -623481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -623481.187500 Penalty: 4336.950195
	Iteration 37Q: 3 clusters Score -623481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -623481.187500 Penalty: 4336.950195
	Iteration 38F: 3 clusters Score -623481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -475383.625000 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -475383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -471309.000000 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -471309 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -472204.000000 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -472204 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -472394.250000 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -472394.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -472515.812500 Penalty: 4150.411133
	Iteration 3Q: 3 clusters Score -472515.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -472610.250000 Penalty: 4150.411133
	Iteration 4Q: 3 clusters Score -472610.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -472713.781250 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -472713.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -472843.781250 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -472843.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -473002.281250 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -473002.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -473156.343750 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -473156.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -473307.906250 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -473307.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -473450.187500 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -473450.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -473617.000000 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -473617 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -473722.562500 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -473722.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -473794.218750 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -473794.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -473837.687500 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -473837.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -473879.500000 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -473879.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -473914.281250 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -473914.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -473946.093750 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -473946.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -473987.468750 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -473987.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -474037.937500 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -474037.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -474076.718750 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -474076.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -474106.656250 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -474106.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -474131.968750 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -474132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -474158.093750 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -474158.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -474185.468750 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -474185.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -474211.218750 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -474211.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -474236.500000 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -474236.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -474256.250000 Penalty: 4150.411133
	Iteration 27Q: 3 clusters Score -474256.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -474271.468750 Penalty: 4150.411133
	Iteration 28Q: 3 clusters Score -474271.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -474283.593750 Penalty: 4150.411133
	Iteration 29Q: 3 clusters Score -474283.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -474296.781250 Penalty: 4150.411133
	Iteration 30Q: 3 clusters Score -474296.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -474310.468750 Penalty: 4150.411133
	Iteration 31Q: 3 clusters Score -474310.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -474321.500000 Penalty: 4150.411133
	Iteration 32Q: 3 clusters Score -474321.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -474332.406250 Penalty: 4150.411133
	Iteration 33Q: 3 clusters Score -474332.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -474344.687500 Penalty: 4150.411133
	Iteration 34Q: 3 clusters Score -474344.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -474355.000000 Penalty: 4150.411133
	Iteration 35Q: 3 clusters Score -474355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -474364.625000 Penalty: 4150.411133
	Iteration 36Q: 3 clusters Score -474364.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -474373.375000 Penalty: 4150.411133
	Iteration 37Q: 3 clusters Score -474373.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -474379.125000 Penalty: 4150.411133
	Iteration 38Q: 3 clusters Score -474379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -474384.062500 Penalty: 4150.411133
	Iteration 39Q: 3 clusters Score -474384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -474389.250000 Penalty: 4150.411133
	Iteration 40F: 3 clusters Score -474389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -474393.406250 Penalty: 4150.411133
	Iteration 41Q: 3 clusters Score -474393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -474395.031250 Penalty: 4150.411133
	Iteration 42Q: 3 clusters Score -474395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -474397.187500 Penalty: 4150.411133
	Iteration 43Q: 3 clusters Score -474397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -474397.937500 Penalty: 4150.411133
	Iteration 44Q: 3 clusters Score -474397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -474401.031250 Penalty: 4150.411133
	Iteration 45Q: 3 clusters Score -474401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -474403.218750 Penalty: 4150.411133
	Iteration 46Q: 3 clusters Score -474403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -474404.343750 Penalty: 4150.411133
	Iteration 47Q: 3 clusters Score -474404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -474405.906250 Penalty: 4150.411133
	Iteration 48Q: 3 clusters Score -474405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -474406.875000 Penalty: 4150.411133
	Iteration 49Q: 3 clusters Score -474406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -474408.500000 Penalty: 4150.411133
	Iteration 50Q: 3 clusters Score -474408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -474408.156250 Penalty: 4150.411133
	Iteration 51Q: 3 clusters Score -474408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -474408.156250 Penalty: 4150.411133
	Iteration 52F: 3 clusters Score -474408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -420125.187500 Penalty: 2039.858276
	Iteration 0F: 2 clusters Score -420125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -416383.093750 Penalty: 4079.716553
	Iteration 0F: 3 clusters Score -416383.1 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -417207.750000 Penalty: 4079.716553
	Iteration 1F: 3 clusters Score -417207.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -417393.687500 Penalty: 4079.716553
	Iteration 2F: 3 clusters Score -417393.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -417496.468750 Penalty: 4079.716553
	Iteration 3Q: 3 clusters Score -417496.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -417572.968750 Penalty: 4079.716553
	Iteration 4Q: 3 clusters Score -417573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -417657.968750 Penalty: 4079.716553
	Iteration 5Q: 3 clusters Score -417658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -417762.062500 Penalty: 4079.716553
	Iteration 6Q: 3 clusters Score -417762.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -417850.281250 Penalty: 4079.716553
	Iteration 7Q: 3 clusters Score -417850.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -417932.593750 Penalty: 4079.716553
	Iteration 8Q: 3 clusters Score -417932.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -417993.843750 Penalty: 4079.716553
	Iteration 9Q: 3 clusters Score -417993.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -418041.375000 Penalty: 4079.716553
	Iteration 10Q: 3 clusters Score -418041.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -418102.437500 Penalty: 4079.716553
	Iteration 11Q: 3 clusters Score -418102.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -418157.656250 Penalty: 4079.716553
	Iteration 12Q: 3 clusters Score -418157.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -418202.687500 Penalty: 4079.716553
	Iteration 13Q: 3 clusters Score -418202.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -418242.906250 Penalty: 4079.716553
	Iteration 14Q: 3 clusters Score -418242.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -418277.281250 Penalty: 4079.716553
	Iteration 15Q: 3 clusters Score -418277.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -418305.125000 Penalty: 4079.716553
	Iteration 16Q: 3 clusters Score -418305.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -418333.312500 Penalty: 4079.716553
	Iteration 17Q: 3 clusters Score -418333.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -418365.875000 Penalty: 4079.716553
	Iteration 18Q: 3 clusters Score -418365.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -418402.937500 Penalty: 4079.716553
	Iteration 19Q: 3 clusters Score -418402.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -418438.281250 Penalty: 4079.716553
	Iteration 20F: 3 clusters Score -418438.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -418462.343750 Penalty: 4079.716553
	Iteration 21Q: 3 clusters Score -418462.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -418485.968750 Penalty: 4079.716553
	Iteration 22Q: 3 clusters Score -418486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -418511.562500 Penalty: 4079.716553
	Iteration 23Q: 3 clusters Score -418511.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -418527.562500 Penalty: 4079.716553
	Iteration 24Q: 3 clusters Score -418527.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -418548.906250 Penalty: 4079.716553
	Iteration 25Q: 3 clusters Score -418548.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -418570.843750 Penalty: 4079.716553
	Iteration 26Q: 3 clusters Score -418570.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -418599.406250 Penalty: 4079.716553
	Iteration 27Q: 3 clusters Score -418599.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -418621.593750 Penalty: 4079.716553
	Iteration 28Q: 3 clusters Score -418621.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -418638.562500 Penalty: 4079.716553
	Iteration 29Q: 3 clusters Score -418638.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -418652.937500 Penalty: 4079.716553
	Iteration 30Q: 3 clusters Score -418652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -418666.093750 Penalty: 4079.716553
	Iteration 31Q: 3 clusters Score -418666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -418678.406250 Penalty: 4079.716553
	Iteration 32Q: 3 clusters Score -418678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -418692.531250 Penalty: 4079.716553
	Iteration 33Q: 3 clusters Score -418692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -418700.531250 Penalty: 4079.716553
	Iteration 34Q: 3 clusters Score -418700.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -418714.562500 Penalty: 4079.716553
	Iteration 35Q: 3 clusters Score -418714.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -418729.218750 Penalty: 4079.716553
	Iteration 36Q: 3 clusters Score -418729.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -418745.343750 Penalty: 4079.716553
	Iteration 37Q: 3 clusters Score -418745.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -418772.562500 Penalty: 4079.716553
	Iteration 38Q: 3 clusters Score -418772.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -418820.437500 Penalty: 4079.716553
	Iteration 39Q: 3 clusters Score -418820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -418874.312500 Penalty: 4079.716553
	Iteration 40F: 3 clusters Score -418874.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -418956.437500 Penalty: 4079.716553
	Iteration 41Q: 3 clusters Score -418956.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -419010.156250 Penalty: 4079.716553
	Iteration 42Q: 3 clusters Score -419010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -419026.000000 Penalty: 4079.716553
	Iteration 43Q: 3 clusters Score -419026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -419032.562500 Penalty: 4079.716553
	Iteration 44Q: 3 clusters Score -419032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -419038.593750 Penalty: 4079.716553
	Iteration 45Q: 3 clusters Score -419038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -419040.750000 Penalty: 4079.716553
	Iteration 46Q: 3 clusters Score -419040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -419040.937500 Penalty: 4079.716553
	Iteration 47Q: 3 clusters Score -419040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -419041.906250 Penalty: 4079.716553
	Iteration 48Q: 3 clusters Score -419041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -419041.906250 Penalty: 4079.716553
	Iteration 49F: 3 clusters Score -419041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -235129.578125 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -235129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232382.781250 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -232382.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -232930.500000 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -232930.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -233059.406250 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -233059.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -233126.671875 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -233126.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -233174.109375 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -233174.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233204.343750 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -233204.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -233232.875000 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -233232.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -233265.000000 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -233265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -233303.375000 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -233303.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -233337.531250 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -233337.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -233365.656250 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -233365.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -233396.812500 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -233396.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -233426.125000 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -233426.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -233448.765625 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -233448.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -233472.109375 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -233472.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -233500.906250 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -233500.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -233530.218750 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -233530.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -233556.640625 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -233556.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -233575.828125 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -233575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -233595.687500 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -233595.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -233617.406250 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -233617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -233638.703125 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -233638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -233654.546875 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -233654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -233658.828125 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -233658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -233666.375000 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -233666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -233672.500000 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -233672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -233680.109375 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -233680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -233686.625000 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -233686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -233695.515625 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -233695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -233698.562500 Penalty: 3806.379883
	Iteration 29Q: 3 clusters Score -233698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -233701.078125 Penalty: 3806.379883
	Iteration 30Q: 3 clusters Score -233701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -233703.234375 Penalty: 3806.379883
	Iteration 31Q: 3 clusters Score -233703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -233707.437500 Penalty: 3806.379883
	Iteration 32Q: 3 clusters Score -233707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -233711.796875 Penalty: 3806.379883
	Iteration 33Q: 3 clusters Score -233711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -233716.140625 Penalty: 3806.379883
	Iteration 34Q: 3 clusters Score -233716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -233721.437500 Penalty: 3806.379883
	Iteration 35Q: 3 clusters Score -233721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -233722.562500 Penalty: 3806.379883
	Iteration 36Q: 3 clusters Score -233722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -233725.578125 Penalty: 3806.379883
	Iteration 37Q: 3 clusters Score -233725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -233725.578125 Penalty: 3806.379883
	Iteration 38F: 3 clusters Score -233725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -834676.062500 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -834676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -828655.312500 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -828655.3 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -830298.937500 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -830298.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -830570.000000 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -830570 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -830840.875000 Penalty: 4422.720215
	Iteration 3F: 3 clusters Score -830840.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -831096.562500 Penalty: 4422.720215
	Iteration 4F: 3 clusters Score -831096.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -831376.937500 Penalty: 4422.720215
	Iteration 5F: 3 clusters Score -831376.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -831667.187500 Penalty: 4422.720215
	Iteration 6Q: 3 clusters Score -831667.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -831935.562500 Penalty: 4422.720215
	Iteration 7F: 3 clusters Score -831935.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -832150.312500 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -832150.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -832296.375000 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -832296.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -832407.812500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -832407.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -832494.062500 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -832494.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -832560.312500 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -832560.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -832610.250000 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -832610.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -832649.937500 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -832649.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -832675.875000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -832675.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -832701.687500 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -832701.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -832725.312500 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -832725.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -832744.687500 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -832744.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -832756.250000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -832756.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -832763.312500 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -832763.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -832773.500000 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -832773.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -832782.375000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -832782.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -832791.437500 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -832791.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -832799.500000 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -832799.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -832807.687500 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -832807.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -832817.187500 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -832817.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -832822.625000 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -832822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -832827.875000 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -832827.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -832829.312500 Penalty: 4422.720215
	Iteration 29Q: 3 clusters Score -832829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -832833.000000 Penalty: 4422.720215
	Iteration 30Q: 3 clusters Score -832833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -832838.125000 Penalty: 4422.720215
	Iteration 31Q: 3 clusters Score -832838.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -832839.062500 Penalty: 4422.720215
	Iteration 32Q: 3 clusters Score -832839.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -832839.812500 Penalty: 4422.720215
	Iteration 33Q: 3 clusters Score -832839.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -832847.375000 Penalty: 4422.720215
	Iteration 34Q: 3 clusters Score -832847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -832848.125000 Penalty: 4422.720215
	Iteration 35Q: 3 clusters Score -832848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -832850.937500 Penalty: 4422.720215
	Iteration 36Q: 3 clusters Score -832850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -832850.187500 Penalty: 4422.720215
	Iteration 37Q: 3 clusters Score -832850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -832854.000000 Penalty: 4422.720215
	Iteration 38Q: 3 clusters Score -832854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -832857.750000 Penalty: 4422.720215
	Iteration 39Q: 3 clusters Score -832857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -832859.250000 Penalty: 4422.720215
	Iteration 40F: 3 clusters Score -832859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -832860.000000 Penalty: 4422.720215
	Iteration 41Q: 3 clusters Score -832860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -832862.375000 Penalty: 4422.720215
	Iteration 42Q: 3 clusters Score -832862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -832862.250000 Penalty: 4422.720215
	Iteration 43Q: 3 clusters Score -832862.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -832866.250000 Penalty: 4422.720215
	Iteration 44Q: 3 clusters Score -832866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -832867.625000 Penalty: 4422.720215
	Iteration 45Q: 3 clusters Score -832867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -832868.437500 Penalty: 4422.720215
	Iteration 46Q: 3 clusters Score -832868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -832869.250000 Penalty: 4422.720215
	Iteration 47Q: 3 clusters Score -832869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -832869.250000 Penalty: 4422.720215
	Iteration 48F: 3 clusters Score -832869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -219533.296875 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -219533.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -216805.609375 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -216805.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -217316.296875 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -217316.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -217499.984375 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -217500 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -217615.156250 Penalty: 3813.019043
	Iteration 3F: 3 clusters Score -217615.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -217702.125000 Penalty: 3813.019043
	Iteration 4Q: 3 clusters Score -217702.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -217770.843750 Penalty: 3813.019043
	Iteration 5Q: 3 clusters Score -217770.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -217821.390625 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -217821.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217863.031250 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -217863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217900.375000 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -217900.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217929.234375 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -217929.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217953.500000 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -217953.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217973.140625 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -217973.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217987.156250 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -217987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -218002.828125 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -218002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218013.312500 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -218013.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218020.015625 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -218020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218025.984375 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -218026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218032.609375 Penalty: 3813.019043
	Iteration 17Q: 3 clusters Score -218032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218036.406250 Penalty: 3813.019043
	Iteration 18Q: 3 clusters Score -218036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -218039.093750 Penalty: 3813.019043
	Iteration 19Q: 3 clusters Score -218039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218041.640625 Penalty: 3813.019043
	Iteration 20F: 3 clusters Score -218041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218046.421875 Penalty: 3813.019043
	Iteration 21Q: 3 clusters Score -218046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218051.484375 Penalty: 3813.019043
	Iteration 22Q: 3 clusters Score -218051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218058.234375 Penalty: 3813.019043
	Iteration 23Q: 3 clusters Score -218058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218067.234375 Penalty: 3813.019043
	Iteration 24Q: 3 clusters Score -218067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218070.828125 Penalty: 3813.019043
	Iteration 25Q: 3 clusters Score -218070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218075.718750 Penalty: 3813.019043
	Iteration 26Q: 3 clusters Score -218075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -218078.625000 Penalty: 3813.019043
	Iteration 27Q: 3 clusters Score -218078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -218079.046875 Penalty: 3813.019043
	Iteration 28Q: 3 clusters Score -218079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -218080.437500 Penalty: 3813.019043
	Iteration 29Q: 3 clusters Score -218080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218081.906250 Penalty: 3813.019043
	Iteration 30Q: 3 clusters Score -218081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218086.203125 Penalty: 3813.019043
	Iteration 31Q: 3 clusters Score -218086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -218092.000000 Penalty: 3813.019043
	Iteration 32Q: 3 clusters Score -218092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218095.984375 Penalty: 3813.019043
	Iteration 33Q: 3 clusters Score -218096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218100.828125 Penalty: 3813.019043
	Iteration 34Q: 3 clusters Score -218100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218104.500000 Penalty: 3813.019043
	Iteration 35Q: 3 clusters Score -218104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218106.812500 Penalty: 3813.019043
	Iteration 36Q: 3 clusters Score -218106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218111.640625 Penalty: 3813.019043
	Iteration 37Q: 3 clusters Score -218111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218113.281250 Penalty: 3813.019043
	Iteration 38Q: 3 clusters Score -218113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218115.234375 Penalty: 3813.019043
	Iteration 39Q: 3 clusters Score -218115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218115.921875 Penalty: 3813.019043
	Iteration 40F: 3 clusters Score -218115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (9489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Entering Unmasked Estep 
Score: -1083795.625000 Penalty: 2271.156250
	Iteration 0F: 2 clusters Score -1083796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1076460.750000 Penalty: 4542.312500
	Iteration 0F: 3 clusters Score -1076461 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1078530.750000 Penalty: 4542.312500
	Iteration 1F: 3 clusters Score -1078531 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1078875.250000 Penalty: 4542.312500
	Iteration 2F: 3 clusters Score -1078875 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1079112.750000 Penalty: 4542.312500
	Iteration 3F: 3 clusters Score -1079113 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1079310.125000 Penalty: 4542.312500
	Iteration 4Q: 3 clusters Score -1079310 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1079456.750000 Penalty: 4542.312500
	Iteration 5Q: 3 clusters Score -1079457 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1079584.250000 Penalty: 4542.312500
	Iteration 6Q: 3 clusters Score -1079584 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1079702.625000 Penalty: 4542.312500
	Iteration 7Q: 3 clusters Score -1079703 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1079810.500000 Penalty: 4542.312500
	Iteration 8Q: 3 clusters Score -1079810 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1079911.500000 Penalty: 4542.312500
	Iteration 9Q: 3 clusters Score -1079912 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1080020.000000 Penalty: 4542.312500
	Iteration 10Q: 3 clusters Score -1080020 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1080157.625000 Penalty: 4542.312500
	Iteration 11Q: 3 clusters Score -1080158 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1080301.375000 Penalty: 4542.312500
	Iteration 12Q: 3 clusters Score -1080301 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1080455.500000 Penalty: 4542.312500
	Iteration 13Q: 3 clusters Score -1080456 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1080625.125000 Penalty: 4542.312500
	Iteration 14Q: 3 clusters Score -1080625 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1080802.750000 Penalty: 4542.312500
	Iteration 15Q: 3 clusters Score -1080803 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1080954.250000 Penalty: 4542.312500
	Iteration 16Q: 3 clusters Score -1080954 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1081080.375000 Penalty: 4542.312500
	Iteration 17Q: 3 clusters Score -1081080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1081180.750000 Penalty: 4542.312500
	Iteration 18Q: 3 clusters Score -1081181 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1081267.875000 Penalty: 4542.312500
	Iteration 19Q: 3 clusters Score -1081268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1081336.500000 Penalty: 4542.312500
	Iteration 20F: 3 clusters Score -1081336 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1081393.125000 Penalty: 4542.312500
	Iteration 21Q: 3 clusters Score -1081393 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1081435.750000 Penalty: 4542.312500
	Iteration 22Q: 3 clusters Score -1081436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1081472.625000 Penalty: 4542.312500
	Iteration 23Q: 3 clusters Score -1081473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1081501.875000 Penalty: 4542.312500
	Iteration 24Q: 3 clusters Score -1081502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1081529.375000 Penalty: 4542.312500
	Iteration 25Q: 3 clusters Score -1081529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1081558.375000 Penalty: 4542.312500
	Iteration 26Q: 3 clusters Score -1081558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1081581.375000 Penalty: 4542.312500
	Iteration 27Q: 3 clusters Score -1081581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1081606.375000 Penalty: 4542.312500
	Iteration 28Q: 3 clusters Score -1081606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1081627.250000 Penalty: 4542.312500
	Iteration 29Q: 3 clusters Score -1081627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1081649.000000 Penalty: 4542.312500
	Iteration 30Q: 3 clusters Score -1081649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1081670.500000 Penalty: 4542.312500
	Iteration 31Q: 3 clusters Score -1081670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1081688.500000 Penalty: 4542.312500
	Iteration 32Q: 3 clusters Score -1081688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1081700.125000 Penalty: 4542.312500
	Iteration 33Q: 3 clusters Score -1081700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1081712.000000 Penalty: 4542.312500
	Iteration 34Q: 3 clusters Score -1081712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1081725.375000 Penalty: 4542.312500
	Iteration 35Q: 3 clusters Score -1081725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1081738.625000 Penalty: 4542.312500
	Iteration 36Q: 3 clusters Score -1081739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1081754.625000 Penalty: 4542.312500
	Iteration 37Q: 3 clusters Score -1081755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1081766.750000 Penalty: 4542.312500
	Iteration 38Q: 3 clusters Score -1081767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1081800.375000 Penalty: 4542.312500
	Iteration 39Q: 3 clusters Score -1081800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1081829.875000 Penalty: 4542.312500
	Iteration 40F: 3 clusters Score -1081830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1081864.625000 Penalty: 4542.312500
	Iteration 41Q: 3 clusters Score -1081865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1081904.000000 Penalty: 4542.312500
	Iteration 42Q: 3 clusters Score -1081904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1081948.000000 Penalty: 4542.312500
	Iteration 43Q: 3 clusters Score -1081948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1081989.250000 Penalty: 4542.312500
	Iteration 44Q: 3 clusters Score -1081989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1082034.250000 Penalty: 4542.312500
	Iteration 45Q: 3 clusters Score -1082034 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1082072.875000 Penalty: 4542.312500
	Iteration 46Q: 3 clusters Score -1082073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1082110.750000 Penalty: 4542.312500
	Iteration 47Q: 3 clusters Score -1082111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1082138.875000 Penalty: 4542.312500
	Iteration 48Q: 3 clusters Score -1082139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1082155.625000 Penalty: 4542.312500
	Iteration 49Q: 3 clusters Score -1082156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1082173.875000 Penalty: 4542.312500
	Iteration 50Q: 3 clusters Score -1082174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1082195.750000 Penalty: 4542.312500
	Iteration 51Q: 3 clusters Score -1082196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1082213.500000 Penalty: 4542.312500
	Iteration 52Q: 3 clusters Score -1082214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1082229.250000 Penalty: 4542.312500
	Iteration 53Q: 3 clusters Score -1082229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1082233.000000 Penalty: 4542.312500
	Iteration 54Q: 3 clusters Score -1082233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1082242.875000 Penalty: 4542.312500
	Iteration 55Q: 3 clusters Score -1082243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1082243.750000 Penalty: 4542.312500
	Iteration 56Q: 3 clusters Score -1082244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1082247.125000 Penalty: 4542.312500
	Iteration 57Q: 3 clusters Score -1082247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1082252.375000 Penalty: 4542.312500
	Iteration 58Q: 3 clusters Score -1082252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1082252.875000 Penalty: 4542.312500
	Iteration 59Q: 3 clusters Score -1082253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1082255.125000 Penalty: 4542.312500
	Iteration 60F: 3 clusters Score -1082255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1082256.750000 Penalty: 4542.312500
	Iteration 61Q: 3 clusters Score -1082257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1082256.875000 Penalty: 4542.312500
	Iteration 62Q: 3 clusters Score -1082257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1082259.000000 Penalty: 4542.312500
	Iteration 63Q: 3 clusters Score -1082259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1082259.250000 Penalty: 4542.312500
	Iteration 64Q: 3 clusters Score -1082259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1082264.875000 Penalty: 4542.312500
	Iteration 65Q: 3 clusters Score -1082265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1082266.375000 Penalty: 4542.312500
	Iteration 66Q: 3 clusters Score -1082266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1082269.125000 Penalty: 4542.312500
	Iteration 67Q: 3 clusters Score -1082269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1082272.875000 Penalty: 4542.312500
	Iteration 68Q: 3 clusters Score -1082273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1082273.375000 Penalty: 4542.312500
	Iteration 69Q: 3 clusters Score -1082273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1082275.375000 Penalty: 4542.312500
	Iteration 70Q: 3 clusters Score -1082275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1082278.250000 Penalty: 4542.312500
	Iteration 71Q: 3 clusters Score -1082278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1082281.125000 Penalty: 4542.312500
	Iteration 72Q: 3 clusters Score -1082281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1082282.500000 Penalty: 4542.312500
	Iteration 73Q: 3 clusters Score -1082282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1082282.125000 Penalty: 4542.312500
	Iteration 74Q: 3 clusters Score -1082282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1082285.250000 Penalty: 4542.312500
	Iteration 75Q: 3 clusters Score -1082285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1082284.250000 Penalty: 4542.312500
	Iteration 76Q: 3 clusters Score -1082284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1082287.250000 Penalty: 4542.312500
	Iteration 77Q: 3 clusters Score -1082287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1082284.250000 Penalty: 4542.312500
	Iteration 78Q: 3 clusters Score -1082284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1082284.250000 Penalty: 4542.312500
	Iteration 79F: 3 clusters Score -1082284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77900 members 
Mstep: Class 4 contains 28699 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84649 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9397 members 
Mstep: Class 29 contains 172239 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24981 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4711 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6223 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37045 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2753 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11689 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4236 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4306 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7456 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296288.000000 Penalty: 366495.125000
Iteration 279Q: 103 clusters Score -2.122963e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77898 members 
Mstep: Class 4 contains 28700 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9694 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84648 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 172235 members 
Mstep: Class 30 contains 9326 members 
Mstep: Class 31 contains 12629 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24980 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24899 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10904 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25638 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4710 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18838 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37049 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5217 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2757 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3975 members 
Mstep: Class 89 contains 9139 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4241 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6271 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7457 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296224.000000 Penalty: 366495.125000
Iteration 280F: 103 clusters Score -2.122962e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77894 members 
Mstep: Class 4 contains 28702 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3371 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9692 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84647 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 172236 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11826 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24980 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 2576 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9106 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10903 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33591 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11503 members 
Mstep: Class 55 contains 3275 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25637 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4709 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18838 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2685 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37051 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5215 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2762 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3975 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17730 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4245 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6272 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7457 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296208.000000 Penalty: 366495.125000
Iteration 281Q: 103 clusters Score -2.122962e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77895 members 
Mstep: Class 4 contains 28703 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9691 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84646 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9392 members 
Mstep: Class 29 contains 172238 members 
Mstep: Class 30 contains 9331 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11824 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24978 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23581 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9009 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9106 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10904 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3276 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25637 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3590 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54485 members 
Mstep: Class 65 contains 4703 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4970 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18837 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2685 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37051 members 
Mstep: Class 78 contains 56322 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5212 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2764 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3975 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4247 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6276 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7457 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296320.000000 Penalty: 366495.125000
Iteration 282Q: 103 clusters Score -2.122963e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77893 members 
Mstep: Class 4 contains 28704 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84645 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4587 members 
Mstep: Class 28 contains 9392 members 
Mstep: Class 29 contains 172241 members 
Mstep: Class 30 contains 9331 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11821 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23580 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9007 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10904 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20257 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25637 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3589 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4705 members 
Mstep: Class 66 contains 2407 members 
Mstep: Class 67 contains 4971 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18833 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5208 members 
Mstep: Class 83 contains 2407 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8533 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4252 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6281 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7457 members 
Mstep: Class 101 contains 2179 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296384.000000 Penalty: 366495.125000
Iteration 283Q: 103 clusters Score -2.122964e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77890 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84645 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172243 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11820 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24976 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23577 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18693 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20258 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25636 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4704 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4973 members 
Mstep: Class 68 contains 6260 members 
Mstep: Class 69 contains 8126 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18836 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56322 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4255 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6282 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3734 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2179 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296400.000000 Penalty: 366495.125000
Iteration 284Q: 103 clusters Score -2.122964e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77887 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9689 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84645 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172244 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11818 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6367 members 
Mstep: Class 43 contains 9007 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10901 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25635 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4700 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18839 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56322 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11688 members 
Mstep: Class 88 contains 3976 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4256 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6286 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2180 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296304.000000 Penalty: 366495.125000
Iteration 285Q: 103 clusters Score -2.122963e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77888 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84645 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172242 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11817 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24974 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6369 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24900 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10902 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25632 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4699 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18841 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3974 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4257 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6286 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296304.000000 Penalty: 366495.125000
Iteration 286Q: 103 clusters Score -2.122963e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77885 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84645 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172242 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11815 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24974 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9008 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24902 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9107 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10902 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25633 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4699 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18841 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37055 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3972 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4259 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6287 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296256.000000 Penalty: 366495.125000
Iteration 287Q: 103 clusters Score -2.122963e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77883 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172241 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11813 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24974 members 
Mstep: Class 36 contains 6295 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6371 members 
Mstep: Class 43 contains 9007 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10902 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11502 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25634 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4700 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18841 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37056 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4260 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6287 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296320.000000 Penalty: 366495.125000
Iteration 288Q: 103 clusters Score -2.122963e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77882 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33768 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172242 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24974 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10902 members 
Mstep: Class 50 contains 8765 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11503 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25635 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4699 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18841 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2685 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37055 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2765 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4262 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6287 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2182 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296272.000000 Penalty: 366495.125000
Iteration 289Q: 103 clusters Score -2.122963e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77880 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9689 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33766 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172243 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11811 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10902 members 
Mstep: Class 50 contains 8764 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25638 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4696 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18840 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2685 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37056 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10406 members 
Mstep: Class 94 contains 4264 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6287 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296304.000000 Penalty: 366495.125000
Iteration 290Q: 103 clusters Score -2.122963e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77879 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33764 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172244 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11811 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10901 members 
Mstep: Class 50 contains 8762 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25640 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4694 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8122 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18842 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37056 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10407 members 
Mstep: Class 94 contains 4267 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6287 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296288.000000 Penalty: 366495.125000
Iteration 291Q: 103 clusters Score -2.122963e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77876 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33764 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172245 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11809 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10901 members 
Mstep: Class 50 contains 8761 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25644 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4693 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8122 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18843 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37055 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17731 members 
Mstep: Class 93 contains 10408 members 
Mstep: Class 94 contains 4269 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6287 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296288.000000 Penalty: 366495.125000
Iteration 292Q: 103 clusters Score -2.122963e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77875 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55385 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33763 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172244 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41864 members 
Mstep: Class 49 contains 10901 members 
Mstep: Class 50 contains 8759 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25646 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4693 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18842 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10411 members 
Mstep: Class 94 contains 4270 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6288 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296272.000000 Penalty: 366495.125000
Iteration 293Q: 103 clusters Score -2.122963e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248379 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25549 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33764 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172244 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8757 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11501 members 
Mstep: Class 55 contains 3278 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25647 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3588 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4692 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8125 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18843 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3971 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10412 members 
Mstep: Class 94 contains 4271 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6289 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7458 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296224.000000 Penalty: 366495.125000
Iteration 294Q: 103 clusters Score -2.122962e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 3393 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248380 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33763 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172241 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41866 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8755 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11503 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25646 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4691 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6261 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18843 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5205 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3970 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10413 members 
Mstep: Class 94 contains 4274 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6291 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7459 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296272.000000 Penalty: 366495.125000
Iteration 295Q: 103 clusters Score -2.122963e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6545 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33762 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 172245 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11809 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6371 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8749 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11503 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25646 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4688 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6262 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18845 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2683 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37053 members 
Mstep: Class 78 contains 56322 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1407 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2766 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3970 members 
Mstep: Class 89 contains 9136 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10414 members 
Mstep: Class 94 contains 4276 members 
Mstep: Class 95 contains 2363 members 
Mstep: Class 96 contains 6292 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7459 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296432.000000 Penalty: 366495.125000
Iteration 296Q: 103 clusters Score -2.122964e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77872 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6543 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33760 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172250 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11807 members 
Mstep: Class 33 contains 132729 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24973 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41864 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8746 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3277 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25645 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4689 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18845 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2685 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37052 members 
Mstep: Class 78 contains 56323 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1405 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5204 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3970 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10415 members 
Mstep: Class 94 contains 4277 members 
Mstep: Class 95 contains 2365 members 
Mstep: Class 96 contains 6292 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7459 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296432.000000 Penalty: 366495.125000
Iteration 297Q: 103 clusters Score -2.122964e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77874 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9689 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172254 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11807 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140814 members 
Mstep: Class 35 contains 24971 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6369 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7472 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41863 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8743 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33587 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3279 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25643 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4689 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18845 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37054 members 
Mstep: Class 78 contains 56324 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1405 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5202 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3970 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4277 members 
Mstep: Class 95 contains 2365 members 
Mstep: Class 96 contains 6294 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7459 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296528.000000 Penalty: 366495.125000
Iteration 298Q: 103 clusters Score -2.122965e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77874 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55387 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172254 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24969 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41864 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8743 members 
Mstep: Class 51 contains 20259 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3281 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25642 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4688 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6216 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18846 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2683 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37051 members 
Mstep: Class 78 contains 56326 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1405 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5201 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11687 members 
Mstep: Class 88 contains 3969 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4278 members 
Mstep: Class 95 contains 2365 members 
Mstep: Class 96 contains 6296 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7459 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296512.000000 Penalty: 366495.125000
Iteration 299Q: 103 clusters Score -2.122965e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77872 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55388 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25554 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15376 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172255 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41864 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8742 members 
Mstep: Class 51 contains 20260 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3282 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25644 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4687 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18845 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2682 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37048 members 
Mstep: Class 78 contains 56326 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1406 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5200 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11686 members 
Mstep: Class 88 contains 3969 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4280 members 
Mstep: Class 95 contains 2365 members 
Mstep: Class 96 contains 6296 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296624.000000 Penalty: 366495.125000
Iteration 300F: 103 clusters Score -2.122966e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77872 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55388 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172254 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11807 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24969 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23576 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41864 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8741 members 
Mstep: Class 51 contains 20261 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3283 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25645 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4686 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6219 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18845 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37046 members 
Mstep: Class 78 contains 56326 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5198 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3969 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4280 members 
Mstep: Class 95 contains 2363 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 301Q: 103 clusters Score -2.122966e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77872 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55388 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172253 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11806 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24971 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23573 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8739 members 
Mstep: Class 51 contains 20264 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3283 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25646 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4686 members 
Mstep: Class 66 contains 2406 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18845 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37044 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5196 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3969 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4285 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296592.000000 Penalty: 366495.125000
Iteration 302Q: 103 clusters Score -2.122966e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77872 members 
Mstep: Class 4 contains 28706 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55389 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9006 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84644 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172255 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11806 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140813 members 
Mstep: Class 35 contains 24971 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23570 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6370 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8736 members 
Mstep: Class 51 contains 20266 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11504 members 
Mstep: Class 55 contains 3284 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25647 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3587 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54483 members 
Mstep: Class 65 contains 4686 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8124 members 
Mstep: Class 70 contains 6218 members 
Mstep: Class 71 contains 6221 members 
Mstep: Class 72 contains 18846 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6976 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37041 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5191 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3969 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4287 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296496.000000 Penalty: 366495.125000
Iteration 303Q: 103 clusters Score -2.122965e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28704 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84643 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11807 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24971 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23569 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18691 members 
Mstep: Class 42 contains 6369 members 
Mstep: Class 43 contains 9006 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8735 members 
Mstep: Class 51 contains 20266 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11505 members 
Mstep: Class 55 contains 3285 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25647 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3586 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4686 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18847 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2683 members 
Mstep: Class 75 contains 6978 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37038 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5191 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4287 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296480.000000 Penalty: 366495.125000
Iteration 304Q: 103 clusters Score -2.122965e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248381 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11806 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24971 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23564 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9109 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20268 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11506 members 
Mstep: Class 55 contains 3286 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25648 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3585 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4686 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18848 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2683 members 
Mstep: Class 75 contains 6979 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37039 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5189 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9138 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4288 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296560.000000 Penalty: 366495.125000
Iteration 305Q: 103 clusters Score -2.122966e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172255 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11806 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24970 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8731 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3286 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3584 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4685 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18849 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37039 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5190 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4289 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296480.000000 Penalty: 366495.125000
Iteration 306Q: 103 clusters Score -2.122965e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11807 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24969 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8731 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11508 members 
Mstep: Class 55 contains 3286 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25651 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4684 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18850 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37038 members 
Mstep: Class 78 contains 56326 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5189 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4289 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296656.000000 Penalty: 366495.125000
Iteration 307Q: 103 clusters Score -2.122967e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3286 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25650 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4683 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37037 members 
Mstep: Class 78 contains 56326 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1408 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5187 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4290 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296560.000000 Penalty: 366495.125000
Iteration 308Q: 103 clusters Score -2.122966e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8116 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6363 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4973 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1409 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5191 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4291 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296608.000000 Penalty: 366495.125000
Iteration 309Q: 103 clusters Score -2.122966e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11810 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8115 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6358 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5195 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4291 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296608.000000 Penalty: 366495.125000
Iteration 310Q: 103 clusters Score -2.122966e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9327 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11809 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6294 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6354 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5200 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4291 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296512.000000 Penalty: 366495.125000
Iteration 311Q: 103 clusters Score -2.122965e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9326 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11810 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33589 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37037 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5203 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4291 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296560.000000 Penalty: 366495.125000
Iteration 312Q: 103 clusters Score -2.122966e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9326 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11811 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 9005 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5206 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296544.000000 Penalty: 366495.125000
Iteration 313Q: 103 clusters Score -2.122965e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172256 members 
Mstep: Class 30 contains 9327 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6348 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37036 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5208 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3968 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 314Q: 103 clusters Score -2.122966e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9686 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296544.000000 Penalty: 366495.125000
Iteration 315Q: 103 clusters Score -2.122965e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 316Q: 103 clusters Score -2.122966e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296576.000000 Penalty: 366495.125000
Iteration 317F: 103 clusters Score -2.122966e+08 nChanged 0
Entering ConstructFrom: 
Score: -212296576.000000 Penalty: 366495.125000
Entering ConstructFrom: 
Trying to split cluster 1 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -598870.375000 Penalty: 2128.625732
	Iteration 0F: 2 clusters Score -598870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -594219.687500 Penalty: 4257.251465
	Iteration 0F: 3 clusters Score -594219.7 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -595489.500000 Penalty: 4257.251465
	Iteration 1F: 3 clusters Score -595489.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -595788.937500 Penalty: 4257.251465
	Iteration 2F: 3 clusters Score -595788.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -596057.187500 Penalty: 4257.251465
	Iteration 3F: 3 clusters Score -596057.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -596383.562500 Penalty: 4257.251465
	Iteration 4F: 3 clusters Score -596383.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -596802.812500 Penalty: 4257.251465
	Iteration 5F: 3 clusters Score -596802.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -597267.062500 Penalty: 4257.251465
	Iteration 6F: 3 clusters Score -597267.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -597638.500000 Penalty: 4257.251465
	Iteration 7F: 3 clusters Score -597638.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -597916.437500 Penalty: 4257.251465
	Iteration 8F: 3 clusters Score -597916.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -598080.562500 Penalty: 4257.251465
	Iteration 9Q: 3 clusters Score -598080.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -598185.875000 Penalty: 4257.251465
	Iteration 10Q: 3 clusters Score -598185.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -598248.000000 Penalty: 4257.251465
	Iteration 11Q: 3 clusters Score -598248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -598283.250000 Penalty: 4257.251465
	Iteration 12Q: 3 clusters Score -598283.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -598297.437500 Penalty: 4257.251465
	Iteration 13Q: 3 clusters Score -598297.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -598309.375000 Penalty: 4257.251465
	Iteration 14Q: 3 clusters Score -598309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -598315.000000 Penalty: 4257.251465
	Iteration 15Q: 3 clusters Score -598315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -598319.562500 Penalty: 4257.251465
	Iteration 16Q: 3 clusters Score -598319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -598320.250000 Penalty: 4257.251465
	Iteration 17Q: 3 clusters Score -598320.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -598322.687500 Penalty: 4257.251465
	Iteration 18Q: 3 clusters Score -598322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -598323.062500 Penalty: 4257.251465
	Iteration 19Q: 3 clusters Score -598323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -598324.375000 Penalty: 4257.251465
	Iteration 20F: 3 clusters Score -598324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -598324.875000 Penalty: 4257.251465
	Iteration 21Q: 3 clusters Score -598324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -598324.937500 Penalty: 4257.251465
	Iteration 22Q: 3 clusters Score -598324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -598324.875000 Penalty: 4257.251465
	Iteration 23Q: 3 clusters Score -598324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -598324.875000 Penalty: 4257.251465
	Iteration 24F: 3 clusters Score -598324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -138110.250000 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -138110.2 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 729 members 
Entering Unmasked Estep 
Score: -135928.984375 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -135929 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -136372.109375 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -136372.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -136601.546875 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -136601.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136778.765625 Penalty: 3595.610596
	Iteration 3F: 3 clusters Score -136778.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -136906.609375 Penalty: 3595.610596
	Iteration 4Q: 3 clusters Score -136906.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137022.796875 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -137022.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137188.484375 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -137188.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137353.375000 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -137353.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137490.109375 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -137490.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137577.437500 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -137577.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137670.718750 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -137670.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137716.250000 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -137716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137742.062500 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -137742.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137773.250000 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -137773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137796.203125 Penalty: 3595.610596
	Iteration 14Q: 3 clusters Score -137796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137812.609375 Penalty: 3595.610596
	Iteration 15Q: 3 clusters Score -137812.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137826.031250 Penalty: 3595.610596
	Iteration 16Q: 3 clusters Score -137826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137833.953125 Penalty: 3595.610596
	Iteration 17Q: 3 clusters Score -137834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137838.015625 Penalty: 3595.610596
	Iteration 18Q: 3 clusters Score -137838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137840.968750 Penalty: 3595.610596
	Iteration 19Q: 3 clusters Score -137841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137840.968750 Penalty: 3595.610596
	Iteration 20F: 3 clusters Score -137841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Entering Unmasked Estep 
Score: -8874963.000000 Penalty: 2793.173584
	Iteration 0F: 2 clusters Score -8874963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8822775.000000 Penalty: 5586.347168
	Iteration 0F: 3 clusters Score -8822775 nChanged 36621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -8844346.000000 Penalty: 5586.347168
	Iteration 1F: 3 clusters Score -8844346 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8846158.000000 Penalty: 5586.347168
	Iteration 2Q: 3 clusters Score -8846158 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -8848804.000000 Penalty: 5586.347168
	Iteration 3F: 3 clusters Score -8848804 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -8852734.000000 Penalty: 5586.347168
	Iteration 4F: 3 clusters Score -8852734 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -8857414.000000 Penalty: 5586.347168
	Iteration 5F: 3 clusters Score -8857414 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8862053.000000 Penalty: 5586.347168
	Iteration 6F: 3 clusters Score -8862053 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -8866633.000000 Penalty: 5586.347168
	Iteration 7F: 3 clusters Score -8866633 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -8871371.000000 Penalty: 5586.347168
	Iteration 8Q: 3 clusters Score -8871371 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -8874836.000000 Penalty: 5586.347168
	Iteration 9Q: 3 clusters Score -8874836 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -8875893.000000 Penalty: 5586.347168
	Iteration 10Q: 3 clusters Score -8875893 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8876176.000000 Penalty: 5586.347168
	Iteration 11Q: 3 clusters Score -8876176 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -8876236.000000 Penalty: 5586.347168
	Iteration 12Q: 3 clusters Score -8876236 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -8876266.000000 Penalty: 5586.347168
	Iteration 13Q: 3 clusters Score -8876266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -8876308.000000 Penalty: 5586.347168
	Iteration 14Q: 3 clusters Score -8876308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -8876309.000000 Penalty: 5586.347168
	Iteration 15Q: 3 clusters Score -8876309 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -8876337.000000 Penalty: 5586.347168
	Iteration 16Q: 3 clusters Score -8876337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -8876358.000000 Penalty: 5586.347168
	Iteration 17Q: 3 clusters Score -8876358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -8876379.000000 Penalty: 5586.347168
	Iteration 18Q: 3 clusters Score -8876379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -8876371.000000 Penalty: 5586.347168
	Iteration 19Q: 3 clusters Score -8876371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -8876353.000000 Penalty: 5586.347168
	Iteration 20F: 3 clusters Score -8876353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -8876360.000000 Penalty: 5586.347168
	Iteration 21Q: 3 clusters Score -8876360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8876375.000000 Penalty: 5586.347168
	Iteration 22Q: 3 clusters Score -8876375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -8876390.000000 Penalty: 5586.347168
	Iteration 23Q: 3 clusters Score -8876390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -8876398.000000 Penalty: 5586.347168
	Iteration 24Q: 3 clusters Score -8876398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -8876381.000000 Penalty: 5586.347168
	Iteration 25Q: 3 clusters Score -8876381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -8876403.000000 Penalty: 5586.347168
	Iteration 26Q: 3 clusters Score -8876403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -8876402.000000 Penalty: 5586.347168
	Iteration 27Q: 3 clusters Score -8876402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -8876406.000000 Penalty: 5586.347168
	Iteration 28Q: 3 clusters Score -8876406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -8876412.000000 Penalty: 5586.347168
	Iteration 29Q: 3 clusters Score -8876412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -8876409.000000 Penalty: 5586.347168
	Iteration 30Q: 3 clusters Score -8876409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -8876399.000000 Penalty: 5586.347168
	Iteration 31Q: 3 clusters Score -8876399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -8876387.000000 Penalty: 5586.347168
	Iteration 32Q: 3 clusters Score -8876387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -8876400.000000 Penalty: 5586.347168
	Iteration 33Q: 3 clusters Score -8876400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -8876404.000000 Penalty: 5586.347168
	Iteration 34Q: 3 clusters Score -8876404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -8876402.000000 Penalty: 5586.347168
	Iteration 35Q: 3 clusters Score -8876402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -8876405.000000 Penalty: 5586.347168
	Iteration 36Q: 3 clusters Score -8876405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -8876402.000000 Penalty: 5586.347168
	Iteration 37Q: 3 clusters Score -8876402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -8876394.000000 Penalty: 5586.347168
	Iteration 38Q: 3 clusters Score -8876394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -8876403.000000 Penalty: 5586.347168
	Iteration 39Q: 3 clusters Score -8876403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -8876403.000000 Penalty: 5586.347168
	Iteration 40F: 3 clusters Score -8876403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -8876406.000000 Penalty: 5586.347168
	Iteration 41Q: 3 clusters Score -8876406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -8876414.000000 Penalty: 5586.347168
	Iteration 42Q: 3 clusters Score -8876414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8876405.000000 Penalty: 5586.347168
	Iteration 43Q: 3 clusters Score -8876405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -8876407.000000 Penalty: 5586.347168
	Iteration 44Q: 3 clusters Score -8876407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -8876407.000000 Penalty: 5586.347168
	Iteration 45Q: 3 clusters Score -8876407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -8876402.000000 Penalty: 5586.347168
	Iteration 46Q: 3 clusters Score -8876402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -8876403.000000 Penalty: 5586.347168
	Iteration 47Q: 3 clusters Score -8876403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8876405.000000 Penalty: 5586.347168
	Iteration 48Q: 3 clusters Score -8876405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8876405.000000 Penalty: 5586.347168
	Iteration 49F: 3 clusters Score -8876405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 64320 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 13550 members 
Entering Unmasked Estep 
Score: -212295344.000000 Penalty: 370088.218750
Splitting cluster 3 changes total score from -212296576.000000 to -212295344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (28707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Entering Unmasked Estep 
Score: -3350496.250000 Penalty: 2545.694336
	Iteration 0F: 2 clusters Score -3350496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3330821.250000 Penalty: 5091.388672
	Iteration 0F: 3 clusters Score -3330821 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3337848.750000 Penalty: 5091.388672
	Iteration 1F: 3 clusters Score -3337849 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3338327.000000 Penalty: 5091.388672
	Iteration 2Q: 3 clusters Score -3338327 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3338747.750000 Penalty: 5091.388672
	Iteration 3Q: 3 clusters Score -3338748 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3339077.000000 Penalty: 5091.388672
	Iteration 4Q: 3 clusters Score -3339077 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3339386.250000 Penalty: 5091.388672
	Iteration 5Q: 3 clusters Score -3339386 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3339731.750000 Penalty: 5091.388672
	Iteration 6Q: 3 clusters Score -3339732 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3340085.000000 Penalty: 5091.388672
	Iteration 7Q: 3 clusters Score -3340085 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3340470.500000 Penalty: 5091.388672
	Iteration 8Q: 3 clusters Score -3340470 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3341013.000000 Penalty: 5091.388672
	Iteration 9Q: 3 clusters Score -3341013 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3341752.500000 Penalty: 5091.388672
	Iteration 10Q: 3 clusters Score -3341752 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3342758.250000 Penalty: 5091.388672
	Iteration 11F: 3 clusters Score -3342758 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3343893.250000 Penalty: 5091.388672
	Iteration 12F: 3 clusters Score -3343893 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3344986.000000 Penalty: 5091.388672
	Iteration 13F: 3 clusters Score -3344986 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3345970.750000 Penalty: 5091.388672
	Iteration 14Q: 3 clusters Score -3345971 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3346785.500000 Penalty: 5091.388672
	Iteration 15Q: 3 clusters Score -3346786 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3347291.750000 Penalty: 5091.388672
	Iteration 16Q: 3 clusters Score -3347292 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3347676.750000 Penalty: 5091.388672
	Iteration 17Q: 3 clusters Score -3347677 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3347939.750000 Penalty: 5091.388672
	Iteration 18Q: 3 clusters Score -3347940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3348111.750000 Penalty: 5091.388672
	Iteration 19Q: 3 clusters Score -3348112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3348200.500000 Penalty: 5091.388672
	Iteration 20F: 3 clusters Score -3348200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3348263.750000 Penalty: 5091.388672
	Iteration 21Q: 3 clusters Score -3348264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3348293.000000 Penalty: 5091.388672
	Iteration 22Q: 3 clusters Score -3348293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3348321.500000 Penalty: 5091.388672
	Iteration 23Q: 3 clusters Score -3348322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3348340.500000 Penalty: 5091.388672
	Iteration 24Q: 3 clusters Score -3348340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3348355.750000 Penalty: 5091.388672
	Iteration 25Q: 3 clusters Score -3348356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3348372.000000 Penalty: 5091.388672
	Iteration 26Q: 3 clusters Score -3348372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3348377.250000 Penalty: 5091.388672
	Iteration 27Q: 3 clusters Score -3348377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3348389.500000 Penalty: 5091.388672
	Iteration 28Q: 3 clusters Score -3348390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3348403.500000 Penalty: 5091.388672
	Iteration 29Q: 3 clusters Score -3348404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3348412.500000 Penalty: 5091.388672
	Iteration 30Q: 3 clusters Score -3348412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3348417.750000 Penalty: 5091.388672
	Iteration 31Q: 3 clusters Score -3348418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3348422.000000 Penalty: 5091.388672
	Iteration 32Q: 3 clusters Score -3348422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3348421.250000 Penalty: 5091.388672
	Iteration 33Q: 3 clusters Score -3348421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3348422.500000 Penalty: 5091.388672
	Iteration 34Q: 3 clusters Score -3348422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3348426.500000 Penalty: 5091.388672
	Iteration 35Q: 3 clusters Score -3348426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3348426.500000 Penalty: 5091.388672
	Iteration 36F: 3 clusters Score -3348426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Entering Unmasked Estep 
Score: -1462255.375000 Penalty: 2345.036865
	Iteration 0F: 2 clusters Score -1462255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1452814.000000 Penalty: 4690.073730
	Iteration 0F: 3 clusters Score -1452814 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1455798.750000 Penalty: 4690.073730
	Iteration 1F: 3 clusters Score -1455799 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1456177.375000 Penalty: 4690.073730
	Iteration 2F: 3 clusters Score -1456177 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1456494.875000 Penalty: 4690.073730
	Iteration 3F: 3 clusters Score -1456495 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1456795.250000 Penalty: 4690.073730
	Iteration 4Q: 3 clusters Score -1456795 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1457130.375000 Penalty: 4690.073730
	Iteration 5Q: 3 clusters Score -1457130 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1457481.750000 Penalty: 4690.073730
	Iteration 6Q: 3 clusters Score -1457482 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1457860.875000 Penalty: 4690.073730
	Iteration 7Q: 3 clusters Score -1457861 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1458213.375000 Penalty: 4690.073730
	Iteration 8Q: 3 clusters Score -1458213 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1458584.125000 Penalty: 4690.073730
	Iteration 9Q: 3 clusters Score -1458584 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1458972.000000 Penalty: 4690.073730
	Iteration 10Q: 3 clusters Score -1458972 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1459351.000000 Penalty: 4690.073730
	Iteration 11Q: 3 clusters Score -1459351 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1459714.625000 Penalty: 4690.073730
	Iteration 12Q: 3 clusters Score -1459715 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1460042.375000 Penalty: 4690.073730
	Iteration 13Q: 3 clusters Score -1460042 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1460333.500000 Penalty: 4690.073730
	Iteration 14Q: 3 clusters Score -1460334 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1460578.000000 Penalty: 4690.073730
	Iteration 15Q: 3 clusters Score -1460578 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1460749.000000 Penalty: 4690.073730
	Iteration 16Q: 3 clusters Score -1460749 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1460857.750000 Penalty: 4690.073730
	Iteration 17Q: 3 clusters Score -1460858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1460915.375000 Penalty: 4690.073730
	Iteration 18Q: 3 clusters Score -1460915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1460967.000000 Penalty: 4690.073730
	Iteration 19Q: 3 clusters Score -1460967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1460998.125000 Penalty: 4690.073730
	Iteration 20F: 3 clusters Score -1460998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1461018.500000 Penalty: 4690.073730
	Iteration 21Q: 3 clusters Score -1461018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1461035.625000 Penalty: 4690.073730
	Iteration 22Q: 3 clusters Score -1461036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1461055.625000 Penalty: 4690.073730
	Iteration 23Q: 3 clusters Score -1461056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1461066.625000 Penalty: 4690.073730
	Iteration 24Q: 3 clusters Score -1461067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1461079.625000 Penalty: 4690.073730
	Iteration 25Q: 3 clusters Score -1461080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1461087.125000 Penalty: 4690.073730
	Iteration 26Q: 3 clusters Score -1461087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1461093.250000 Penalty: 4690.073730
	Iteration 27Q: 3 clusters Score -1461093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1461100.375000 Penalty: 4690.073730
	Iteration 28Q: 3 clusters Score -1461100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1461105.625000 Penalty: 4690.073730
	Iteration 29Q: 3 clusters Score -1461106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1461111.500000 Penalty: 4690.073730
	Iteration 30Q: 3 clusters Score -1461112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1461114.875000 Penalty: 4690.073730
	Iteration 31Q: 3 clusters Score -1461115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1461118.250000 Penalty: 4690.073730
	Iteration 32Q: 3 clusters Score -1461118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1461119.250000 Penalty: 4690.073730
	Iteration 33Q: 3 clusters Score -1461119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1461120.500000 Penalty: 4690.073730
	Iteration 34Q: 3 clusters Score -1461120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1461119.875000 Penalty: 4690.073730
	Iteration 35Q: 3 clusters Score -1461120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1461121.875000 Penalty: 4690.073730
	Iteration 36Q: 3 clusters Score -1461122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1461124.500000 Penalty: 4690.073730
	Iteration 37Q: 3 clusters Score -1461124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1461127.375000 Penalty: 4690.073730
	Iteration 38Q: 3 clusters Score -1461127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1461127.500000 Penalty: 4690.073730
	Iteration 39Q: 3 clusters Score -1461128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1461126.500000 Penalty: 4690.073730
	Iteration 40F: 3 clusters Score -1461126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1461132.125000 Penalty: 4690.073730
	Iteration 41Q: 3 clusters Score -1461132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1461128.375000 Penalty: 4690.073730
	Iteration 42Q: 3 clusters Score -1461128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1461128.750000 Penalty: 4690.073730
	Iteration 43Q: 3 clusters Score -1461129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1461130.000000 Penalty: 4690.073730
	Iteration 44Q: 3 clusters Score -1461130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1461132.500000 Penalty: 4690.073730
	Iteration 45Q: 3 clusters Score -1461132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1461133.000000 Penalty: 4690.073730
	Iteration 46Q: 3 clusters Score -1461133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1461134.125000 Penalty: 4690.073730
	Iteration 47Q: 3 clusters Score -1461134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1461134.125000 Penalty: 4690.073730
	Iteration 48Q: 3 clusters Score -1461134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1461135.125000 Penalty: 4690.073730
	Iteration 49Q: 3 clusters Score -1461135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1461132.750000 Penalty: 4690.073730
	Iteration 50Q: 3 clusters Score -1461133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1461134.875000 Penalty: 4690.073730
	Iteration 51Q: 3 clusters Score -1461135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1461135.250000 Penalty: 4690.073730
	Iteration 52Q: 3 clusters Score -1461135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1461133.500000 Penalty: 4690.073730
	Iteration 53Q: 3 clusters Score -1461134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1461135.625000 Penalty: 4690.073730
	Iteration 54Q: 3 clusters Score -1461136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1461134.875000 Penalty: 4690.073730
	Iteration 55Q: 3 clusters Score -1461135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1461135.875000 Penalty: 4690.073730
	Iteration 56Q: 3 clusters Score -1461136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1461135.500000 Penalty: 4690.073730
	Iteration 57Q: 3 clusters Score -1461136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1461133.625000 Penalty: 4690.073730
	Iteration 58Q: 3 clusters Score -1461134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1461135.875000 Penalty: 4690.073730
	Iteration 59Q: 3 clusters Score -1461136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1461136.375000 Penalty: 4690.073730
	Iteration 60F: 3 clusters Score -1461136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1461136.000000 Penalty: 4690.073730
	Iteration 61Q: 3 clusters Score -1461136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1461136.000000 Penalty: 4690.073730
	Iteration 62F: 3 clusters Score -1461136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Entering Unmasked Estep 
Score: -6354615.000000 Penalty: 2708.694336
	Iteration 0F: 2 clusters Score -6354615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -6317067.000000 Penalty: 5417.388672
	Iteration 0F: 3 clusters Score -6317067 nChanged 25849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6331612.500000 Penalty: 5417.388672
	Iteration 1F: 3 clusters Score -6331612 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6332236.500000 Penalty: 5417.388672
	Iteration 2Q: 3 clusters Score -6332236 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6332762.500000 Penalty: 5417.388672
	Iteration 3Q: 3 clusters Score -6332762 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6333422.500000 Penalty: 5417.388672
	Iteration 4Q: 3 clusters Score -6333422 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -6334082.000000 Penalty: 5417.388672
	Iteration 5Q: 3 clusters Score -6334082 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6334937.000000 Penalty: 5417.388672
	Iteration 6Q: 3 clusters Score -6334937 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6336045.000000 Penalty: 5417.388672
	Iteration 7Q: 3 clusters Score -6336045 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -6337549.500000 Penalty: 5417.388672
	Iteration 8Q: 3 clusters Score -6337550 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -6339457.500000 Penalty: 5417.388672
	Iteration 9F: 3 clusters Score -6339458 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6341729.000000 Penalty: 5417.388672
	Iteration 10F: 3 clusters Score -6341729 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -6343849.000000 Penalty: 5417.388672
	Iteration 11F: 3 clusters Score -6343849 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -6345134.000000 Penalty: 5417.388672
	Iteration 12Q: 3 clusters Score -6345134 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -6345727.500000 Penalty: 5417.388672
	Iteration 13Q: 3 clusters Score -6345728 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -6346106.500000 Penalty: 5417.388672
	Iteration 14Q: 3 clusters Score -6346106 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -6346412.500000 Penalty: 5417.388672
	Iteration 15Q: 3 clusters Score -6346412 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -6346685.500000 Penalty: 5417.388672
	Iteration 16Q: 3 clusters Score -6346686 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -6346916.000000 Penalty: 5417.388672
	Iteration 17Q: 3 clusters Score -6346916 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -6347128.500000 Penalty: 5417.388672
	Iteration 18Q: 3 clusters Score -6347128 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -6347262.500000 Penalty: 5417.388672
	Iteration 19Q: 3 clusters Score -6347262 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6347408.500000 Penalty: 5417.388672
	Iteration 20F: 3 clusters Score -6347408 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -6347483.500000 Penalty: 5417.388672
	Iteration 21Q: 3 clusters Score -6347484 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -6347587.000000 Penalty: 5417.388672
	Iteration 22Q: 3 clusters Score -6347587 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -6347652.500000 Penalty: 5417.388672
	Iteration 23Q: 3 clusters Score -6347652 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -6347739.500000 Penalty: 5417.388672
	Iteration 24Q: 3 clusters Score -6347740 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -6347795.000000 Penalty: 5417.388672
	Iteration 25Q: 3 clusters Score -6347795 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -6347857.000000 Penalty: 5417.388672
	Iteration 26Q: 3 clusters Score -6347857 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -6347886.500000 Penalty: 5417.388672
	Iteration 27Q: 3 clusters Score -6347886 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -6347955.500000 Penalty: 5417.388672
	Iteration 28Q: 3 clusters Score -6347956 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -6347988.000000 Penalty: 5417.388672
	Iteration 29Q: 3 clusters Score -6347988 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6347991.500000 Penalty: 5417.388672
	Iteration 30Q: 3 clusters Score -6347992 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -6348016.500000 Penalty: 5417.388672
	Iteration 31Q: 3 clusters Score -6348016 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -6348076.500000 Penalty: 5417.388672
	Iteration 32Q: 3 clusters Score -6348076 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -6348124.000000 Penalty: 5417.388672
	Iteration 33Q: 3 clusters Score -6348124 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -6348143.000000 Penalty: 5417.388672
	Iteration 34Q: 3 clusters Score -6348143 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -6348169.500000 Penalty: 5417.388672
	Iteration 35Q: 3 clusters Score -6348170 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -6348176.000000 Penalty: 5417.388672
	Iteration 36Q: 3 clusters Score -6348176 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -6348228.000000 Penalty: 5417.388672
	Iteration 37Q: 3 clusters Score -6348228 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -6348281.000000 Penalty: 5417.388672
	Iteration 38Q: 3 clusters Score -6348281 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -6348317.500000 Penalty: 5417.388672
	Iteration 39Q: 3 clusters Score -6348318 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -6348337.000000 Penalty: 5417.388672
	Iteration 40F: 3 clusters Score -6348337 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -6348372.000000 Penalty: 5417.388672
	Iteration 41Q: 3 clusters Score -6348372 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -6348417.000000 Penalty: 5417.388672
	Iteration 42Q: 3 clusters Score -6348417 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -6348468.000000 Penalty: 5417.388672
	Iteration 43Q: 3 clusters Score -6348468 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6348513.000000 Penalty: 5417.388672
	Iteration 44Q: 3 clusters Score -6348513 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -6348546.500000 Penalty: 5417.388672
	Iteration 45Q: 3 clusters Score -6348546 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -6348601.500000 Penalty: 5417.388672
	Iteration 46Q: 3 clusters Score -6348602 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -6348682.500000 Penalty: 5417.388672
	Iteration 47Q: 3 clusters Score -6348682 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -6348723.500000 Penalty: 5417.388672
	Iteration 48Q: 3 clusters Score -6348724 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6348796.500000 Penalty: 5417.388672
	Iteration 49Q: 3 clusters Score -6348796 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -6348875.000000 Penalty: 5417.388672
	Iteration 50Q: 3 clusters Score -6348875 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -6349014.000000 Penalty: 5417.388672
	Iteration 51Q: 3 clusters Score -6349014 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6349141.500000 Penalty: 5417.388672
	Iteration 52Q: 3 clusters Score -6349142 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -6349307.500000 Penalty: 5417.388672
	Iteration 53Q: 3 clusters Score -6349308 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6349479.500000 Penalty: 5417.388672
	Iteration 54Q: 3 clusters Score -6349480 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -6349613.500000 Penalty: 5417.388672
	Iteration 55Q: 3 clusters Score -6349614 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -6349826.000000 Penalty: 5417.388672
	Iteration 56Q: 3 clusters Score -6349826 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6349994.000000 Penalty: 5417.388672
	Iteration 57Q: 3 clusters Score -6349994 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -6350199.000000 Penalty: 5417.388672
	Iteration 58Q: 3 clusters Score -6350199 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6350394.000000 Penalty: 5417.388672
	Iteration 59Q: 3 clusters Score -6350394 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6350603.500000 Penalty: 5417.388672
	Iteration 60F: 3 clusters Score -6350604 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -6350783.000000 Penalty: 5417.388672
	Iteration 61Q: 3 clusters Score -6350783 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -6350958.000000 Penalty: 5417.388672
	Iteration 62Q: 3 clusters Score -6350958 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -6351150.500000 Penalty: 5417.388672
	Iteration 63Q: 3 clusters Score -6351150 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -6351301.000000 Penalty: 5417.388672
	Iteration 64Q: 3 clusters Score -6351301 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -6351467.000000 Penalty: 5417.388672
	Iteration 65Q: 3 clusters Score -6351467 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6351654.000000 Penalty: 5417.388672
	Iteration 66Q: 3 clusters Score -6351654 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -6351802.500000 Penalty: 5417.388672
	Iteration 67Q: 3 clusters Score -6351802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -6351870.500000 Penalty: 5417.388672
	Iteration 68Q: 3 clusters Score -6351870 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6351973.000000 Penalty: 5417.388672
	Iteration 69Q: 3 clusters Score -6351973 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -6352077.500000 Penalty: 5417.388672
	Iteration 70Q: 3 clusters Score -6352078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -6352152.500000 Penalty: 5417.388672
	Iteration 71Q: 3 clusters Score -6352152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -6352227.500000 Penalty: 5417.388672
	Iteration 72Q: 3 clusters Score -6352228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -6352284.500000 Penalty: 5417.388672
	Iteration 73Q: 3 clusters Score -6352284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -6352341.500000 Penalty: 5417.388672
	Iteration 74Q: 3 clusters Score -6352342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -6352395.500000 Penalty: 5417.388672
	Iteration 75Q: 3 clusters Score -6352396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -6352429.000000 Penalty: 5417.388672
	Iteration 76Q: 3 clusters Score -6352429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -6352466.000000 Penalty: 5417.388672
	Iteration 77Q: 3 clusters Score -6352466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -6352490.500000 Penalty: 5417.388672
	Iteration 78Q: 3 clusters Score -6352490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -6352512.500000 Penalty: 5417.388672
	Iteration 79Q: 3 clusters Score -6352512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6352516.000000 Penalty: 5417.388672
	Iteration 80F: 3 clusters Score -6352516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6352528.500000 Penalty: 5417.388672
	Iteration 81Q: 3 clusters Score -6352528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6352540.000000 Penalty: 5417.388672
	Iteration 82Q: 3 clusters Score -6352540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -6352544.500000 Penalty: 5417.388672
	Iteration 83Q: 3 clusters Score -6352544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -6352552.500000 Penalty: 5417.388672
	Iteration 84Q: 3 clusters Score -6352552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -6352550.000000 Penalty: 5417.388672
	Iteration 85Q: 3 clusters Score -6352550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -6352562.000000 Penalty: 5417.388672
	Iteration 86Q: 3 clusters Score -6352562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -6352572.500000 Penalty: 5417.388672
	Iteration 87Q: 3 clusters Score -6352572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -6352573.000000 Penalty: 5417.388672
	Iteration 88Q: 3 clusters Score -6352573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -6352572.000000 Penalty: 5417.388672
	Iteration 89Q: 3 clusters Score -6352572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -6352579.000000 Penalty: 5417.388672
	Iteration 90Q: 3 clusters Score -6352579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6352585.500000 Penalty: 5417.388672
	Iteration 91Q: 3 clusters Score -6352586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -6352584.500000 Penalty: 5417.388672
	Iteration 92Q: 3 clusters Score -6352584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6352592.000000 Penalty: 5417.388672
	Iteration 93Q: 3 clusters Score -6352592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -6352594.500000 Penalty: 5417.388672
	Iteration 94Q: 3 clusters Score -6352594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6352595.500000 Penalty: 5417.388672
	Iteration 95Q: 3 clusters Score -6352596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -6352591.000000 Penalty: 5417.388672
	Iteration 96Q: 3 clusters Score -6352591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6352598.000000 Penalty: 5417.388672
	Iteration 97Q: 3 clusters Score -6352598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -6352602.500000 Penalty: 5417.388672
	Iteration 98Q: 3 clusters Score -6352602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -6352603.500000 Penalty: 5417.388672
	Iteration 99Q: 3 clusters Score -6352604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6352608.000000 Penalty: 5417.388672
	Iteration 100F: 3 clusters Score -6352608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6352607.000000 Penalty: 5417.388672
	Iteration 101Q: 3 clusters Score -6352607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6352606.000000 Penalty: 5417.388672
	Iteration 102Q: 3 clusters Score -6352606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6352606.000000 Penalty: 5417.388672
	Iteration 103F: 3 clusters Score -6352606 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: -316212.093750 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -316212.1 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 1652 members 
Entering Unmasked Estep 
Score: -312711.312500 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -312711.3 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -313601.843750 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -313601.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -313939.281250 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -313939.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -314217.343750 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -314217.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -314497.968750 Penalty: 4033.093506
	Iteration 4F: 3 clusters Score -314498 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -314781.812500 Penalty: 4033.093506
	Iteration 5F: 3 clusters Score -314781.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -315043.812500 Penalty: 4033.093506
	Iteration 6F: 3 clusters Score -315043.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315203.656250 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -315203.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -315350.593750 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -315350.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -315464.500000 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -315464.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -315542.406250 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -315542.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -315578.812500 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -315578.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -315610.437500 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -315610.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -315642.187500 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -315642.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -315658.000000 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -315658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -315676.937500 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -315676.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -315689.781250 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -315689.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315699.343750 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -315699.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315706.625000 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -315706.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -315713.625000 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -315713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -315719.031250 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -315719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -315723.062500 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -315723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -315725.531250 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -315725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315726.875000 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -315726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -315726.875000 Penalty: 4033.093506
	Iteration 24F: 3 clusters Score -315726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Entering Unmasked Estep 
Score: -1984783.375000 Penalty: 2422.949219
	Iteration 0F: 2 clusters Score -1984783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1972326.000000 Penalty: 4845.898438
	Iteration 0F: 3 clusters Score -1972326 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1976693.875000 Penalty: 4845.898438
	Iteration 1F: 3 clusters Score -1976694 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1977206.750000 Penalty: 4845.898438
	Iteration 2F: 3 clusters Score -1977207 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1977725.250000 Penalty: 4845.898438
	Iteration 3F: 3 clusters Score -1977725 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1978236.750000 Penalty: 4845.898438
	Iteration 4F: 3 clusters Score -1978237 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1978743.625000 Penalty: 4845.898438
	Iteration 5F: 3 clusters Score -1978744 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1979326.875000 Penalty: 4845.898438
	Iteration 6F: 3 clusters Score -1979327 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1979924.750000 Penalty: 4845.898438
	Iteration 7F: 3 clusters Score -1979925 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1980508.250000 Penalty: 4845.898438
	Iteration 8F: 3 clusters Score -1980508 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1981069.000000 Penalty: 4845.898438
	Iteration 9Q: 3 clusters Score -1981069 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1981665.875000 Penalty: 4845.898438
	Iteration 10Q: 3 clusters Score -1981666 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1982324.375000 Penalty: 4845.898438
	Iteration 11Q: 3 clusters Score -1982324 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1982924.250000 Penalty: 4845.898438
	Iteration 12Q: 3 clusters Score -1982924 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1983324.750000 Penalty: 4845.898438
	Iteration 13Q: 3 clusters Score -1983325 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1983577.375000 Penalty: 4845.898438
	Iteration 14Q: 3 clusters Score -1983577 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1983750.750000 Penalty: 4845.898438
	Iteration 15Q: 3 clusters Score -1983751 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1983883.000000 Penalty: 4845.898438
	Iteration 16Q: 3 clusters Score -1983883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1983993.625000 Penalty: 4845.898438
	Iteration 17Q: 3 clusters Score -1983994 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1984111.375000 Penalty: 4845.898438
	Iteration 18Q: 3 clusters Score -1984111 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1984180.125000 Penalty: 4845.898438
	Iteration 19Q: 3 clusters Score -1984180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1984223.250000 Penalty: 4845.898438
	Iteration 20F: 3 clusters Score -1984223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1984247.875000 Penalty: 4845.898438
	Iteration 21Q: 3 clusters Score -1984248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1984277.250000 Penalty: 4845.898438
	Iteration 22Q: 3 clusters Score -1984277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1984313.000000 Penalty: 4845.898438
	Iteration 23Q: 3 clusters Score -1984313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1984347.250000 Penalty: 4845.898438
	Iteration 24Q: 3 clusters Score -1984347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1984373.750000 Penalty: 4845.898438
	Iteration 25Q: 3 clusters Score -1984374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1984404.625000 Penalty: 4845.898438
	Iteration 26Q: 3 clusters Score -1984405 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1984443.875000 Penalty: 4845.898438
	Iteration 27Q: 3 clusters Score -1984444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1984463.250000 Penalty: 4845.898438
	Iteration 28Q: 3 clusters Score -1984463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1984489.250000 Penalty: 4845.898438
	Iteration 29Q: 3 clusters Score -1984489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1984502.250000 Penalty: 4845.898438
	Iteration 30Q: 3 clusters Score -1984502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1984521.250000 Penalty: 4845.898438
	Iteration 31Q: 3 clusters Score -1984521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1984545.125000 Penalty: 4845.898438
	Iteration 32Q: 3 clusters Score -1984545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1984549.500000 Penalty: 4845.898438
	Iteration 33Q: 3 clusters Score -1984550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1984559.000000 Penalty: 4845.898438
	Iteration 34Q: 3 clusters Score -1984559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1984564.250000 Penalty: 4845.898438
	Iteration 35Q: 3 clusters Score -1984564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1984576.500000 Penalty: 4845.898438
	Iteration 36Q: 3 clusters Score -1984576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1984588.250000 Penalty: 4845.898438
	Iteration 37Q: 3 clusters Score -1984588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1984593.875000 Penalty: 4845.898438
	Iteration 38Q: 3 clusters Score -1984594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1984593.250000 Penalty: 4845.898438
	Iteration 39Q: 3 clusters Score -1984593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1984595.750000 Penalty: 4845.898438
	Iteration 40F: 3 clusters Score -1984596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1984595.250000 Penalty: 4845.898438
	Iteration 41Q: 3 clusters Score -1984595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1984596.000000 Penalty: 4845.898438
	Iteration 42Q: 3 clusters Score -1984596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1984595.250000 Penalty: 4845.898438
	Iteration 43Q: 3 clusters Score -1984595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1984595.125000 Penalty: 4845.898438
	Iteration 44Q: 3 clusters Score -1984595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1984594.000000 Penalty: 4845.898438
	Iteration 45Q: 3 clusters Score -1984594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1984595.750000 Penalty: 4845.898438
	Iteration 46Q: 3 clusters Score -1984596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1984594.000000 Penalty: 4845.898438
	Iteration 47Q: 3 clusters Score -1984594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1984596.625000 Penalty: 4845.898438
	Iteration 48Q: 3 clusters Score -1984597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1984596.000000 Penalty: 4845.898438
	Iteration 49Q: 3 clusters Score -1984596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1984596.000000 Penalty: 4845.898438
	Iteration 50F: 3 clusters Score -1984596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -477005.593750 Penalty: 2082.022217
	Iteration 0F: 2 clusters Score -477005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -472862.812500 Penalty: 4164.044434
	Iteration 0F: 3 clusters Score -472862.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -473824.625000 Penalty: 4164.044434
	Iteration 1F: 3 clusters Score -473824.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -474071.687500 Penalty: 4164.044434
	Iteration 2F: 3 clusters Score -474071.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -474365.968750 Penalty: 4164.044434
	Iteration 3F: 3 clusters Score -474366 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -474664.562500 Penalty: 4164.044434
	Iteration 4F: 3 clusters Score -474664.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474971.343750 Penalty: 4164.044434
	Iteration 5F: 3 clusters Score -474971.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -475245.093750 Penalty: 4164.044434
	Iteration 6F: 3 clusters Score -475245.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -475499.281250 Penalty: 4164.044434
	Iteration 7F: 3 clusters Score -475499.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -475668.718750 Penalty: 4164.044434
	Iteration 8Q: 3 clusters Score -475668.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -475798.687500 Penalty: 4164.044434
	Iteration 9Q: 3 clusters Score -475798.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -475909.375000 Penalty: 4164.044434
	Iteration 10Q: 3 clusters Score -475909.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -475973.093750 Penalty: 4164.044434
	Iteration 11Q: 3 clusters Score -475973.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -476013.843750 Penalty: 4164.044434
	Iteration 12Q: 3 clusters Score -476013.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -476036.500000 Penalty: 4164.044434
	Iteration 13Q: 3 clusters Score -476036.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -476054.750000 Penalty: 4164.044434
	Iteration 14Q: 3 clusters Score -476054.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -476068.031250 Penalty: 4164.044434
	Iteration 15Q: 3 clusters Score -476068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -476072.781250 Penalty: 4164.044434
	Iteration 16Q: 3 clusters Score -476072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -476076.062500 Penalty: 4164.044434
	Iteration 17Q: 3 clusters Score -476076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -476080.125000 Penalty: 4164.044434
	Iteration 18Q: 3 clusters Score -476080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -476082.156250 Penalty: 4164.044434
	Iteration 19Q: 3 clusters Score -476082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -476083.125000 Penalty: 4164.044434
	Iteration 20F: 3 clusters Score -476083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -476084.625000 Penalty: 4164.044434
	Iteration 21Q: 3 clusters Score -476084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -476086.812500 Penalty: 4164.044434
	Iteration 22Q: 3 clusters Score -476086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -476089.031250 Penalty: 4164.044434
	Iteration 23Q: 3 clusters Score -476089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -476090.937500 Penalty: 4164.044434
	Iteration 24Q: 3 clusters Score -476090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -476092.281250 Penalty: 4164.044434
	Iteration 25Q: 3 clusters Score -476092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -476094.500000 Penalty: 4164.044434
	Iteration 26Q: 3 clusters Score -476094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -476095.125000 Penalty: 4164.044434
	Iteration 27Q: 3 clusters Score -476095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -476097.187500 Penalty: 4164.044434
	Iteration 28Q: 3 clusters Score -476097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -476096.687500 Penalty: 4164.044434
	Iteration 29Q: 3 clusters Score -476096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -476096.687500 Penalty: 4164.044434
	Iteration 30F: 3 clusters Score -476096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -379886.562500 Penalty: 2019.880371
	Iteration 0F: 2 clusters Score -379886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -376327.906250 Penalty: 4039.760742
	Iteration 0F: 3 clusters Score -376327.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -377143.156250 Penalty: 4039.760742
	Iteration 1F: 3 clusters Score -377143.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -377358.156250 Penalty: 4039.760742
	Iteration 2F: 3 clusters Score -377358.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -377545.750000 Penalty: 4039.760742
	Iteration 3F: 3 clusters Score -377545.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -377702.687500 Penalty: 4039.760742
	Iteration 4Q: 3 clusters Score -377702.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -377865.781250 Penalty: 4039.760742
	Iteration 5Q: 3 clusters Score -377865.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -378023.812500 Penalty: 4039.760742
	Iteration 6Q: 3 clusters Score -378023.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -378167.812500 Penalty: 4039.760742
	Iteration 7Q: 3 clusters Score -378167.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -378303.156250 Penalty: 4039.760742
	Iteration 8Q: 3 clusters Score -378303.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -378390.593750 Penalty: 4039.760742
	Iteration 9Q: 3 clusters Score -378390.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -378467.875000 Penalty: 4039.760742
	Iteration 10Q: 3 clusters Score -378467.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -378518.687500 Penalty: 4039.760742
	Iteration 11Q: 3 clusters Score -378518.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -378553.968750 Penalty: 4039.760742
	Iteration 12Q: 3 clusters Score -378554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -378591.656250 Penalty: 4039.760742
	Iteration 13Q: 3 clusters Score -378591.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -378619.281250 Penalty: 4039.760742
	Iteration 14Q: 3 clusters Score -378619.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -378644.937500 Penalty: 4039.760742
	Iteration 15Q: 3 clusters Score -378644.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378663.656250 Penalty: 4039.760742
	Iteration 16Q: 3 clusters Score -378663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -378675.000000 Penalty: 4039.760742
	Iteration 17Q: 3 clusters Score -378675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378683.437500 Penalty: 4039.760742
	Iteration 18Q: 3 clusters Score -378683.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -378688.812500 Penalty: 4039.760742
	Iteration 19Q: 3 clusters Score -378688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378691.718750 Penalty: 4039.760742
	Iteration 20F: 3 clusters Score -378691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -378694.218750 Penalty: 4039.760742
	Iteration 21Q: 3 clusters Score -378694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378697.531250 Penalty: 4039.760742
	Iteration 22Q: 3 clusters Score -378697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -378700.187500 Penalty: 4039.760742
	Iteration 23Q: 3 clusters Score -378700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378701.750000 Penalty: 4039.760742
	Iteration 24Q: 3 clusters Score -378701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -378703.218750 Penalty: 4039.760742
	Iteration 25Q: 3 clusters Score -378703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -378704.031250 Penalty: 4039.760742
	Iteration 26Q: 3 clusters Score -378704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378706.031250 Penalty: 4039.760742
	Iteration 27Q: 3 clusters Score -378706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -378705.750000 Penalty: 4039.760742
	Iteration 28Q: 3 clusters Score -378705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -378706.437500 Penalty: 4039.760742
	Iteration 29Q: 3 clusters Score -378706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -378707.125000 Penalty: 4039.760742
	Iteration 30Q: 3 clusters Score -378707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -378707.187500 Penalty: 4039.760742
	Iteration 31Q: 3 clusters Score -378707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -378707.187500 Penalty: 4039.760742
	Iteration 32F: 3 clusters Score -378707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -680167.125000 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -680167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -674962.187500 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -674962.2 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -676605.062500 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -676605.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -677277.562500 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -677277.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -677986.312500 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -677986.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -678713.375000 Penalty: 4326.803711
	Iteration 4F: 3 clusters Score -678713.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -679319.000000 Penalty: 4326.803711
	Iteration 5F: 3 clusters Score -679319 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -679788.875000 Penalty: 4326.803711
	Iteration 6F: 3 clusters Score -679788.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -680088.937500 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -680088.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -680322.375000 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -680322.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -680455.687500 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -680455.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -680508.187500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -680508.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -680525.937500 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -680525.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -680541.500000 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -680541.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -680549.125000 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -680549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -680559.125000 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -680559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -680567.812500 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -680567.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -680581.437500 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -680581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -680592.687500 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -680592.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -680604.125000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -680604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -680611.625000 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -680611.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -680622.687500 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -680622.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -680629.125000 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -680629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -680634.000000 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -680634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -680637.750000 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -680637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -680638.437500 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -680638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -680640.062500 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -680640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -680642.812500 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -680642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -680643.875000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -680643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -680643.062500 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -680643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -680644.312500 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -680644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -680644.375000 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -680644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -680644.375000 Penalty: 4326.803711
	Iteration 31F: 3 clusters Score -680644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 3537 members 
Entering Unmasked Estep 
Score: -212295872.000000 Penalty: 370088.218750
Splitting cluster 11 changes total score from -212296576.000000 to -212295872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (248382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248382 members 
Entering Unmasked Estep 
Score: -29105904.000000 Penalty: 3080.835205
	Iteration 0F: 2 clusters Score -2.91059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -28947684.000000 Penalty: 6161.670410
	Iteration 0F: 3 clusters Score -2.894768e+07 nChanged 119887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118728 members 
Mstep: Class 2 contains 129654 members 
Entering Unmasked Estep 
Score: -29018536.000000 Penalty: 6161.670410
	Iteration 1F: 3 clusters Score -2.901854e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115951 members 
Mstep: Class 2 contains 132431 members 
Entering Unmasked Estep 
Score: -29019916.000000 Penalty: 6161.670410
	Iteration 2Q: 3 clusters Score -2.901992e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 136682 members 
Entering Unmasked Estep 
Score: -29022030.000000 Penalty: 6161.670410
	Iteration 3Q: 3 clusters Score -2.902203e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 143068 members 
Entering Unmasked Estep 
Score: -29025072.000000 Penalty: 6161.670410
	Iteration 4Q: 3 clusters Score -2.902507e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -29030356.000000 Penalty: 6161.670410
	Iteration 5Q: 3 clusters Score -2.903036e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 166883 members 
Entering Unmasked Estep 
Score: -29038912.000000 Penalty: 6161.670410
	Iteration 6F: 3 clusters Score -2.903891e+07 nChanged 19458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 186121 members 
Entering Unmasked Estep 
Score: -29051920.000000 Penalty: 6161.670410
	Iteration 7F: 3 clusters Score -2.905192e+07 nChanged 22269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 208308 members 
Entering Unmasked Estep 
Score: -29069464.000000 Penalty: 6161.670410
	Iteration 8F: 3 clusters Score -2.906946e+07 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 227845 members 
Entering Unmasked Estep 
Score: -29085626.000000 Penalty: 6161.670410
	Iteration 9F: 3 clusters Score -2.908563e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 239901 members 
Entering Unmasked Estep 
Score: -29095904.000000 Penalty: 6161.670410
	Iteration 10Q: 3 clusters Score -2.90959e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 245221 members 
Entering Unmasked Estep 
Score: -29100682.000000 Penalty: 6161.670410
	Iteration 11Q: 3 clusters Score -2.910068e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 247028 members 
Entering Unmasked Estep 
Score: -29102308.000000 Penalty: 6161.670410
	Iteration 12Q: 3 clusters Score -2.910231e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 247548 members 
Entering Unmasked Estep 
Score: -29102850.000000 Penalty: 6161.670410
	Iteration 13Q: 3 clusters Score -2.910285e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 247722 members 
Entering Unmasked Estep 
Score: -29103086.000000 Penalty: 6161.670410
	Iteration 14Q: 3 clusters Score -2.910309e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 247796 members 
Entering Unmasked Estep 
Score: -29103170.000000 Penalty: 6161.670410
	Iteration 15Q: 3 clusters Score -2.910317e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 247822 members 
Entering Unmasked Estep 
Score: -29103222.000000 Penalty: 6161.670410
	Iteration 16Q: 3 clusters Score -2.910322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 247840 members 
Entering Unmasked Estep 
Score: -29103254.000000 Penalty: 6161.670410
	Iteration 17Q: 3 clusters Score -2.910325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 247857 members 
Entering Unmasked Estep 
Score: -29103296.000000 Penalty: 6161.670410
	Iteration 18Q: 3 clusters Score -2.91033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 247871 members 
Entering Unmasked Estep 
Score: -29103310.000000 Penalty: 6161.670410
	Iteration 19Q: 3 clusters Score -2.910331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 247884 members 
Entering Unmasked Estep 
Score: -29103332.000000 Penalty: 6161.670410
	Iteration 20F: 3 clusters Score -2.910333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 247886 members 
Entering Unmasked Estep 
Score: -29103328.000000 Penalty: 6161.670410
	Iteration 21Q: 3 clusters Score -2.910333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 247883 members 
Entering Unmasked Estep 
Score: -29103358.000000 Penalty: 6161.670410
	Iteration 22Q: 3 clusters Score -2.910336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 247885 members 
Entering Unmasked Estep 
Score: -29103376.000000 Penalty: 6161.670410
	Iteration 23Q: 3 clusters Score -2.910338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 247882 members 
Entering Unmasked Estep 
Score: -29103394.000000 Penalty: 6161.670410
	Iteration 24Q: 3 clusters Score -2.910339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 247880 members 
Entering Unmasked Estep 
Score: -29103398.000000 Penalty: 6161.670410
	Iteration 25Q: 3 clusters Score -2.91034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 247884 members 
Entering Unmasked Estep 
Score: -29103410.000000 Penalty: 6161.670410
	Iteration 26Q: 3 clusters Score -2.910341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 247887 members 
Entering Unmasked Estep 
Score: -29103392.000000 Penalty: 6161.670410
	Iteration 27Q: 3 clusters Score -2.910339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 247888 members 
Entering Unmasked Estep 
Score: -29103402.000000 Penalty: 6161.670410
	Iteration 28Q: 3 clusters Score -2.91034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 247886 members 
Entering Unmasked Estep 
Score: -29103408.000000 Penalty: 6161.670410
	Iteration 29Q: 3 clusters Score -2.910341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 247886 members 
Entering Unmasked Estep 
Score: -29103408.000000 Penalty: 6161.670410
	Iteration 30F: 3 clusters Score -2.910341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -782328.375000 Penalty: 2203.349121
	Iteration 0F: 2 clusters Score -782328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -776455.812500 Penalty: 4406.698242
	Iteration 0F: 3 clusters Score -776455.8 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -778132.812500 Penalty: 4406.698242
	Iteration 1F: 3 clusters Score -778132.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -778629.312500 Penalty: 4406.698242
	Iteration 2F: 3 clusters Score -778629.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -779151.875000 Penalty: 4406.698242
	Iteration 3F: 3 clusters Score -779151.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -779657.250000 Penalty: 4406.698242
	Iteration 4F: 3 clusters Score -779657.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -780127.562500 Penalty: 4406.698242
	Iteration 5F: 3 clusters Score -780127.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -780525.437500 Penalty: 4406.698242
	Iteration 6F: 3 clusters Score -780525.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -780833.437500 Penalty: 4406.698242
	Iteration 7Q: 3 clusters Score -780833.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -781073.875000 Penalty: 4406.698242
	Iteration 8Q: 3 clusters Score -781073.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -781212.000000 Penalty: 4406.698242
	Iteration 9Q: 3 clusters Score -781212 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -781304.312500 Penalty: 4406.698242
	Iteration 10Q: 3 clusters Score -781304.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -781369.000000 Penalty: 4406.698242
	Iteration 11Q: 3 clusters Score -781369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -781412.937500 Penalty: 4406.698242
	Iteration 12Q: 3 clusters Score -781412.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -781449.625000 Penalty: 4406.698242
	Iteration 13Q: 3 clusters Score -781449.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -781472.000000 Penalty: 4406.698242
	Iteration 14Q: 3 clusters Score -781472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -781487.812500 Penalty: 4406.698242
	Iteration 15Q: 3 clusters Score -781487.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -781497.625000 Penalty: 4406.698242
	Iteration 16Q: 3 clusters Score -781497.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -781506.250000 Penalty: 4406.698242
	Iteration 17Q: 3 clusters Score -781506.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -781510.375000 Penalty: 4406.698242
	Iteration 18Q: 3 clusters Score -781510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -781517.250000 Penalty: 4406.698242
	Iteration 19Q: 3 clusters Score -781517.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -781527.937500 Penalty: 4406.698242
	Iteration 20F: 3 clusters Score -781527.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -781537.500000 Penalty: 4406.698242
	Iteration 21Q: 3 clusters Score -781537.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -781541.125000 Penalty: 4406.698242
	Iteration 22Q: 3 clusters Score -781541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -781544.750000 Penalty: 4406.698242
	Iteration 23Q: 3 clusters Score -781544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -781549.812500 Penalty: 4406.698242
	Iteration 24Q: 3 clusters Score -781549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -781547.125000 Penalty: 4406.698242
	Iteration 25Q: 3 clusters Score -781547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -781550.875000 Penalty: 4406.698242
	Iteration 26Q: 3 clusters Score -781550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -781551.937500 Penalty: 4406.698242
	Iteration 27Q: 3 clusters Score -781551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -781552.812500 Penalty: 4406.698242
	Iteration 28Q: 3 clusters Score -781552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -781553.625000 Penalty: 4406.698242
	Iteration 29Q: 3 clusters Score -781553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -781553.375000 Penalty: 4406.698242
	Iteration 30Q: 3 clusters Score -781553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -781553.312500 Penalty: 4406.698242
	Iteration 31Q: 3 clusters Score -781553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -781553.187500 Penalty: 4406.698242
	Iteration 32Q: 3 clusters Score -781553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -781554.500000 Penalty: 4406.698242
	Iteration 33Q: 3 clusters Score -781554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -781554.937500 Penalty: 4406.698242
	Iteration 34Q: 3 clusters Score -781554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -781554.937500 Penalty: 4406.698242
	Iteration 35Q: 3 clusters Score -781554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -781555.437500 Penalty: 4406.698242
	Iteration 36Q: 3 clusters Score -781555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -781555.562500 Penalty: 4406.698242
	Iteration 37Q: 3 clusters Score -781555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -781556.312500 Penalty: 4406.698242
	Iteration 38Q: 3 clusters Score -781556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -781556.125000 Penalty: 4406.698242
	Iteration 39Q: 3 clusters Score -781556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -781556.312500 Penalty: 4406.698242
	Iteration 40F: 3 clusters Score -781556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -781555.437500 Penalty: 4406.698242
	Iteration 41Q: 3 clusters Score -781555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -781557.875000 Penalty: 4406.698242
	Iteration 42Q: 3 clusters Score -781557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -781559.437500 Penalty: 4406.698242
	Iteration 43Q: 3 clusters Score -781559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -781559.937500 Penalty: 4406.698242
	Iteration 44Q: 3 clusters Score -781559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -781559.937500 Penalty: 4406.698242
	Iteration 45F: 3 clusters Score -781559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Entering Unmasked Estep 
Score: -1029424.062500 Penalty: 2258.228027
	Iteration 0F: 2 clusters Score -1029424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1022411.562500 Penalty: 4516.456055
	Iteration 0F: 3 clusters Score -1022412 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1024445.687500 Penalty: 4516.456055
	Iteration 1F: 3 clusters Score -1024446 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1024779.250000 Penalty: 4516.456055
	Iteration 2F: 3 clusters Score -1024779 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1025001.875000 Penalty: 4516.456055
	Iteration 3F: 3 clusters Score -1025002 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1025180.375000 Penalty: 4516.456055
	Iteration 4Q: 3 clusters Score -1025180 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1025338.187500 Penalty: 4516.456055
	Iteration 5Q: 3 clusters Score -1025338 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1025488.062500 Penalty: 4516.456055
	Iteration 6Q: 3 clusters Score -1025488 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1025644.812500 Penalty: 4516.456055
	Iteration 7Q: 3 clusters Score -1025645 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1025808.437500 Penalty: 4516.456055
	Iteration 8Q: 3 clusters Score -1025808 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1025978.312500 Penalty: 4516.456055
	Iteration 9Q: 3 clusters Score -1025978 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1026139.000000 Penalty: 4516.456055
	Iteration 10Q: 3 clusters Score -1026139 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1026302.625000 Penalty: 4516.456055
	Iteration 11Q: 3 clusters Score -1026303 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1026462.937500 Penalty: 4516.456055
	Iteration 12Q: 3 clusters Score -1026463 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1026625.812500 Penalty: 4516.456055
	Iteration 13Q: 3 clusters Score -1026626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1026765.687500 Penalty: 4516.456055
	Iteration 14Q: 3 clusters Score -1026766 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1026888.312500 Penalty: 4516.456055
	Iteration 15Q: 3 clusters Score -1026888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1026990.062500 Penalty: 4516.456055
	Iteration 16Q: 3 clusters Score -1026990 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1027067.750000 Penalty: 4516.456055
	Iteration 17Q: 3 clusters Score -1027068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1027133.375000 Penalty: 4516.456055
	Iteration 18Q: 3 clusters Score -1027133 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1027187.500000 Penalty: 4516.456055
	Iteration 19Q: 3 clusters Score -1027188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1027241.187500 Penalty: 4516.456055
	Iteration 20F: 3 clusters Score -1027241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1027273.875000 Penalty: 4516.456055
	Iteration 21Q: 3 clusters Score -1027274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1027310.750000 Penalty: 4516.456055
	Iteration 22Q: 3 clusters Score -1027311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1027343.375000 Penalty: 4516.456055
	Iteration 23Q: 3 clusters Score -1027343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1027370.125000 Penalty: 4516.456055
	Iteration 24Q: 3 clusters Score -1027370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1027389.812500 Penalty: 4516.456055
	Iteration 25Q: 3 clusters Score -1027390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1027408.125000 Penalty: 4516.456055
	Iteration 26Q: 3 clusters Score -1027408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1027426.312500 Penalty: 4516.456055
	Iteration 27Q: 3 clusters Score -1027426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1027444.000000 Penalty: 4516.456055
	Iteration 28Q: 3 clusters Score -1027444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1027458.250000 Penalty: 4516.456055
	Iteration 29Q: 3 clusters Score -1027458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1027471.625000 Penalty: 4516.456055
	Iteration 30Q: 3 clusters Score -1027472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1027479.062500 Penalty: 4516.456055
	Iteration 31Q: 3 clusters Score -1027479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1027486.437500 Penalty: 4516.456055
	Iteration 32Q: 3 clusters Score -1027486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1027491.750000 Penalty: 4516.456055
	Iteration 33Q: 3 clusters Score -1027492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1027496.437500 Penalty: 4516.456055
	Iteration 34Q: 3 clusters Score -1027496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1027507.250000 Penalty: 4516.456055
	Iteration 35Q: 3 clusters Score -1027507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1027511.937500 Penalty: 4516.456055
	Iteration 36Q: 3 clusters Score -1027512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1027517.250000 Penalty: 4516.456055
	Iteration 37Q: 3 clusters Score -1027517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1027523.250000 Penalty: 4516.456055
	Iteration 38Q: 3 clusters Score -1027523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1027526.750000 Penalty: 4516.456055
	Iteration 39Q: 3 clusters Score -1027527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1027529.000000 Penalty: 4516.456055
	Iteration 40F: 3 clusters Score -1027529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1027532.062500 Penalty: 4516.456055
	Iteration 41Q: 3 clusters Score -1027532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1027534.562500 Penalty: 4516.456055
	Iteration 42Q: 3 clusters Score -1027535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1027536.937500 Penalty: 4516.456055
	Iteration 43Q: 3 clusters Score -1027537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1027541.562500 Penalty: 4516.456055
	Iteration 44Q: 3 clusters Score -1027542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1027546.625000 Penalty: 4516.456055
	Iteration 45Q: 3 clusters Score -1027547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1027548.250000 Penalty: 4516.456055
	Iteration 46Q: 3 clusters Score -1027548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1027550.375000 Penalty: 4516.456055
	Iteration 47Q: 3 clusters Score -1027550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1027557.875000 Penalty: 4516.456055
	Iteration 48Q: 3 clusters Score -1027558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1027562.875000 Penalty: 4516.456055
	Iteration 49Q: 3 clusters Score -1027563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1027569.500000 Penalty: 4516.456055
	Iteration 50Q: 3 clusters Score -1027570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1027575.250000 Penalty: 4516.456055
	Iteration 51Q: 3 clusters Score -1027575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1027580.375000 Penalty: 4516.456055
	Iteration 52Q: 3 clusters Score -1027580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1027585.875000 Penalty: 4516.456055
	Iteration 53Q: 3 clusters Score -1027586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1027590.000000 Penalty: 4516.456055
	Iteration 54Q: 3 clusters Score -1027590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1027594.062500 Penalty: 4516.456055
	Iteration 55Q: 3 clusters Score -1027594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1027598.187500 Penalty: 4516.456055
	Iteration 56Q: 3 clusters Score -1027598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1027600.250000 Penalty: 4516.456055
	Iteration 57Q: 3 clusters Score -1027600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1027601.312500 Penalty: 4516.456055
	Iteration 58Q: 3 clusters Score -1027601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1027601.375000 Penalty: 4516.456055
	Iteration 59Q: 3 clusters Score -1027601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1027601.500000 Penalty: 4516.456055
	Iteration 60F: 3 clusters Score -1027602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1027602.312500 Penalty: 4516.456055
	Iteration 61Q: 3 clusters Score -1027602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1027606.125000 Penalty: 4516.456055
	Iteration 62Q: 3 clusters Score -1027606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1027608.500000 Penalty: 4516.456055
	Iteration 63Q: 3 clusters Score -1027608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1027608.812500 Penalty: 4516.456055
	Iteration 64Q: 3 clusters Score -1027609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1027612.062500 Penalty: 4516.456055
	Iteration 65Q: 3 clusters Score -1027612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1027612.937500 Penalty: 4516.456055
	Iteration 66Q: 3 clusters Score -1027613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1027613.125000 Penalty: 4516.456055
	Iteration 67Q: 3 clusters Score -1027613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1027615.437500 Penalty: 4516.456055
	Iteration 68Q: 3 clusters Score -1027615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1027616.000000 Penalty: 4516.456055
	Iteration 69Q: 3 clusters Score -1027616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1027616.000000 Penalty: 4516.456055
	Iteration 70F: 3 clusters Score -1027616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Entering Unmasked Estep 
Score: -2915651.250000 Penalty: 2516.820801
	Iteration 0F: 2 clusters Score -2915651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2898161.750000 Penalty: 5033.641602
	Iteration 0F: 3 clusters Score -2898162 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2904237.750000 Penalty: 5033.641602
	Iteration 1F: 3 clusters Score -2904238 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2904832.750000 Penalty: 5033.641602
	Iteration 2F: 3 clusters Score -2904833 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2905462.000000 Penalty: 5033.641602
	Iteration 3F: 3 clusters Score -2905462 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2906237.000000 Penalty: 5033.641602
	Iteration 4F: 3 clusters Score -2906237 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2907178.250000 Penalty: 5033.641602
	Iteration 5F: 3 clusters Score -2907178 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2908235.000000 Penalty: 5033.641602
	Iteration 6F: 3 clusters Score -2908235 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2909142.000000 Penalty: 5033.641602
	Iteration 7F: 3 clusters Score -2909142 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2909794.750000 Penalty: 5033.641602
	Iteration 8F: 3 clusters Score -2909795 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2910202.000000 Penalty: 5033.641602
	Iteration 9Q: 3 clusters Score -2910202 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2910472.750000 Penalty: 5033.641602
	Iteration 10Q: 3 clusters Score -2910473 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2910637.750000 Penalty: 5033.641602
	Iteration 11Q: 3 clusters Score -2910638 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2910775.000000 Penalty: 5033.641602
	Iteration 12Q: 3 clusters Score -2910775 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2910888.750000 Penalty: 5033.641602
	Iteration 13Q: 3 clusters Score -2910889 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2910993.000000 Penalty: 5033.641602
	Iteration 14Q: 3 clusters Score -2910993 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2911113.250000 Penalty: 5033.641602
	Iteration 15Q: 3 clusters Score -2911113 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2911228.250000 Penalty: 5033.641602
	Iteration 16Q: 3 clusters Score -2911228 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2911346.500000 Penalty: 5033.641602
	Iteration 17Q: 3 clusters Score -2911346 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2911469.250000 Penalty: 5033.641602
	Iteration 18Q: 3 clusters Score -2911469 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2911570.250000 Penalty: 5033.641602
	Iteration 19Q: 3 clusters Score -2911570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2911653.000000 Penalty: 5033.641602
	Iteration 20F: 3 clusters Score -2911653 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2911749.250000 Penalty: 5033.641602
	Iteration 21Q: 3 clusters Score -2911749 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2911831.500000 Penalty: 5033.641602
	Iteration 22Q: 3 clusters Score -2911832 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2911900.750000 Penalty: 5033.641602
	Iteration 23Q: 3 clusters Score -2911901 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2911965.250000 Penalty: 5033.641602
	Iteration 24Q: 3 clusters Score -2911965 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2912001.500000 Penalty: 5033.641602
	Iteration 25Q: 3 clusters Score -2912002 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2912047.000000 Penalty: 5033.641602
	Iteration 26Q: 3 clusters Score -2912047 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2912090.500000 Penalty: 5033.641602
	Iteration 27Q: 3 clusters Score -2912090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2912118.500000 Penalty: 5033.641602
	Iteration 28Q: 3 clusters Score -2912118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2912145.250000 Penalty: 5033.641602
	Iteration 29Q: 3 clusters Score -2912145 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2912175.250000 Penalty: 5033.641602
	Iteration 30Q: 3 clusters Score -2912175 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2912183.000000 Penalty: 5033.641602
	Iteration 31Q: 3 clusters Score -2912183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2912207.750000 Penalty: 5033.641602
	Iteration 32Q: 3 clusters Score -2912208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2912216.500000 Penalty: 5033.641602
	Iteration 33Q: 3 clusters Score -2912216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2912220.500000 Penalty: 5033.641602
	Iteration 34Q: 3 clusters Score -2912220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2912226.750000 Penalty: 5033.641602
	Iteration 35Q: 3 clusters Score -2912227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2912243.250000 Penalty: 5033.641602
	Iteration 36Q: 3 clusters Score -2912243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2912260.500000 Penalty: 5033.641602
	Iteration 37Q: 3 clusters Score -2912260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2912254.750000 Penalty: 5033.641602
	Iteration 38Q: 3 clusters Score -2912255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2912276.250000 Penalty: 5033.641602
	Iteration 39Q: 3 clusters Score -2912276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2912281.500000 Penalty: 5033.641602
	Iteration 40F: 3 clusters Score -2912282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2912297.000000 Penalty: 5033.641602
	Iteration 41Q: 3 clusters Score -2912297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2912304.500000 Penalty: 5033.641602
	Iteration 42Q: 3 clusters Score -2912304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2912311.500000 Penalty: 5033.641602
	Iteration 43Q: 3 clusters Score -2912312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2912321.750000 Penalty: 5033.641602
	Iteration 44Q: 3 clusters Score -2912322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2912322.250000 Penalty: 5033.641602
	Iteration 45Q: 3 clusters Score -2912322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2912322.500000 Penalty: 5033.641602
	Iteration 46Q: 3 clusters Score -2912322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2912328.500000 Penalty: 5033.641602
	Iteration 47Q: 3 clusters Score -2912328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2912337.750000 Penalty: 5033.641602
	Iteration 48Q: 3 clusters Score -2912338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2912338.750000 Penalty: 5033.641602
	Iteration 49Q: 3 clusters Score -2912339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2912344.250000 Penalty: 5033.641602
	Iteration 50Q: 3 clusters Score -2912344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2912352.000000 Penalty: 5033.641602
	Iteration 51Q: 3 clusters Score -2912352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2912357.500000 Penalty: 5033.641602
	Iteration 52Q: 3 clusters Score -2912358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2912371.750000 Penalty: 5033.641602
	Iteration 53Q: 3 clusters Score -2912372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2912371.750000 Penalty: 5033.641602
	Iteration 54Q: 3 clusters Score -2912372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2912388.250000 Penalty: 5033.641602
	Iteration 55Q: 3 clusters Score -2912388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2912396.250000 Penalty: 5033.641602
	Iteration 56Q: 3 clusters Score -2912396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2912390.250000 Penalty: 5033.641602
	Iteration 57Q: 3 clusters Score -2912390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2912404.500000 Penalty: 5033.641602
	Iteration 58Q: 3 clusters Score -2912404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2912403.500000 Penalty: 5033.641602
	Iteration 59Q: 3 clusters Score -2912404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2912402.750000 Penalty: 5033.641602
	Iteration 60F: 3 clusters Score -2912403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2912417.000000 Penalty: 5033.641602
	Iteration 61Q: 3 clusters Score -2912417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2912429.250000 Penalty: 5033.641602
	Iteration 62Q: 3 clusters Score -2912429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2912427.250000 Penalty: 5033.641602
	Iteration 63Q: 3 clusters Score -2912427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2912436.000000 Penalty: 5033.641602
	Iteration 64Q: 3 clusters Score -2912436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2912452.000000 Penalty: 5033.641602
	Iteration 65Q: 3 clusters Score -2912452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2912462.500000 Penalty: 5033.641602
	Iteration 66Q: 3 clusters Score -2912462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2912473.500000 Penalty: 5033.641602
	Iteration 67Q: 3 clusters Score -2912474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2912476.750000 Penalty: 5033.641602
	Iteration 68Q: 3 clusters Score -2912477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2912479.500000 Penalty: 5033.641602
	Iteration 69Q: 3 clusters Score -2912480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2912487.500000 Penalty: 5033.641602
	Iteration 70Q: 3 clusters Score -2912488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2912494.250000 Penalty: 5033.641602
	Iteration 71Q: 3 clusters Score -2912494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2912500.250000 Penalty: 5033.641602
	Iteration 72Q: 3 clusters Score -2912500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2912505.500000 Penalty: 5033.641602
	Iteration 73Q: 3 clusters Score -2912506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2912509.750000 Penalty: 5033.641602
	Iteration 74Q: 3 clusters Score -2912510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2912517.000000 Penalty: 5033.641602
	Iteration 75Q: 3 clusters Score -2912517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2912529.750000 Penalty: 5033.641602
	Iteration 76Q: 3 clusters Score -2912530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2912543.750000 Penalty: 5033.641602
	Iteration 77Q: 3 clusters Score -2912544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2912543.750000 Penalty: 5033.641602
	Iteration 78Q: 3 clusters Score -2912544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2912560.250000 Penalty: 5033.641602
	Iteration 79Q: 3 clusters Score -2912560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2912567.250000 Penalty: 5033.641602
	Iteration 80F: 3 clusters Score -2912567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2912571.500000 Penalty: 5033.641602
	Iteration 81Q: 3 clusters Score -2912572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2912580.500000 Penalty: 5033.641602
	Iteration 82Q: 3 clusters Score -2912580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2912585.500000 Penalty: 5033.641602
	Iteration 83Q: 3 clusters Score -2912586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2912598.250000 Penalty: 5033.641602
	Iteration 84Q: 3 clusters Score -2912598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2912608.250000 Penalty: 5033.641602
	Iteration 85Q: 3 clusters Score -2912608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2912614.000000 Penalty: 5033.641602
	Iteration 86Q: 3 clusters Score -2912614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2912632.750000 Penalty: 5033.641602
	Iteration 87Q: 3 clusters Score -2912633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2912641.250000 Penalty: 5033.641602
	Iteration 88Q: 3 clusters Score -2912641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2912651.000000 Penalty: 5033.641602
	Iteration 89Q: 3 clusters Score -2912651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2912661.750000 Penalty: 5033.641602
	Iteration 90Q: 3 clusters Score -2912662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2912670.500000 Penalty: 5033.641602
	Iteration 91Q: 3 clusters Score -2912670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2912676.500000 Penalty: 5033.641602
	Iteration 92Q: 3 clusters Score -2912676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2912682.750000 Penalty: 5033.641602
	Iteration 93Q: 3 clusters Score -2912683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2912699.750000 Penalty: 5033.641602
	Iteration 94Q: 3 clusters Score -2912700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2912717.000000 Penalty: 5033.641602
	Iteration 95Q: 3 clusters Score -2912717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2912729.000000 Penalty: 5033.641602
	Iteration 96Q: 3 clusters Score -2912729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2912739.250000 Penalty: 5033.641602
	Iteration 97Q: 3 clusters Score -2912739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2912738.750000 Penalty: 5033.641602
	Iteration 98Q: 3 clusters Score -2912739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2912743.250000 Penalty: 5033.641602
	Iteration 99Q: 3 clusters Score -2912743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2912749.500000 Penalty: 5033.641602
	Iteration 100F: 3 clusters Score -2912750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2912753.750000 Penalty: 5033.641602
	Iteration 101Q: 3 clusters Score -2912754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2912753.000000 Penalty: 5033.641602
	Iteration 102Q: 3 clusters Score -2912753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2912762.500000 Penalty: 5033.641602
	Iteration 103Q: 3 clusters Score -2912762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2912768.250000 Penalty: 5033.641602
	Iteration 104Q: 3 clusters Score -2912768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2912773.750000 Penalty: 5033.641602
	Iteration 105Q: 3 clusters Score -2912774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2912780.000000 Penalty: 5033.641602
	Iteration 106Q: 3 clusters Score -2912780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2912789.250000 Penalty: 5033.641602
	Iteration 107Q: 3 clusters Score -2912789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2912794.000000 Penalty: 5033.641602
	Iteration 108Q: 3 clusters Score -2912794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2912805.750000 Penalty: 5033.641602
	Iteration 109Q: 3 clusters Score -2912806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2912812.000000 Penalty: 5033.641602
	Iteration 110Q: 3 clusters Score -2912812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2912823.250000 Penalty: 5033.641602
	Iteration 111Q: 3 clusters Score -2912823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2912825.500000 Penalty: 5033.641602
	Iteration 112Q: 3 clusters Score -2912826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2912848.750000 Penalty: 5033.641602
	Iteration 113Q: 3 clusters Score -2912849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2912846.750000 Penalty: 5033.641602
	Iteration 114Q: 3 clusters Score -2912847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2912860.500000 Penalty: 5033.641602
	Iteration 115Q: 3 clusters Score -2912860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2912875.000000 Penalty: 5033.641602
	Iteration 116Q: 3 clusters Score -2912875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2912884.000000 Penalty: 5033.641602
	Iteration 117Q: 3 clusters Score -2912884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2912884.750000 Penalty: 5033.641602
	Iteration 118Q: 3 clusters Score -2912885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2912891.000000 Penalty: 5033.641602
	Iteration 119Q: 3 clusters Score -2912891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2912904.000000 Penalty: 5033.641602
	Iteration 120F: 3 clusters Score -2912904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2912904.500000 Penalty: 5033.641602
	Iteration 121Q: 3 clusters Score -2912904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2912915.500000 Penalty: 5033.641602
	Iteration 122Q: 3 clusters Score -2912916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2912926.750000 Penalty: 5033.641602
	Iteration 123Q: 3 clusters Score -2912927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2912928.500000 Penalty: 5033.641602
	Iteration 124Q: 3 clusters Score -2912928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2912935.750000 Penalty: 5033.641602
	Iteration 125Q: 3 clusters Score -2912936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2912960.750000 Penalty: 5033.641602
	Iteration 126Q: 3 clusters Score -2912961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2912969.250000 Penalty: 5033.641602
	Iteration 127Q: 3 clusters Score -2912969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2912976.000000 Penalty: 5033.641602
	Iteration 128Q: 3 clusters Score -2912976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2912982.000000 Penalty: 5033.641602
	Iteration 129Q: 3 clusters Score -2912982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2912993.750000 Penalty: 5033.641602
	Iteration 130Q: 3 clusters Score -2912994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2913008.500000 Penalty: 5033.641602
	Iteration 131Q: 3 clusters Score -2913008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2913020.500000 Penalty: 5033.641602
	Iteration 132Q: 3 clusters Score -2913020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2913021.250000 Penalty: 5033.641602
	Iteration 133Q: 3 clusters Score -2913021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2913026.750000 Penalty: 5033.641602
	Iteration 134Q: 3 clusters Score -2913027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2913037.250000 Penalty: 5033.641602
	Iteration 135Q: 3 clusters Score -2913037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2913042.000000 Penalty: 5033.641602
	Iteration 136Q: 3 clusters Score -2913042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2913069.500000 Penalty: 5033.641602
	Iteration 137Q: 3 clusters Score -2913070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2913080.500000 Penalty: 5033.641602
	Iteration 138Q: 3 clusters Score -2913080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2913093.000000 Penalty: 5033.641602
	Iteration 139Q: 3 clusters Score -2913093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2913107.250000 Penalty: 5033.641602
	Iteration 140F: 3 clusters Score -2913107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2913130.750000 Penalty: 5033.641602
	Iteration 141Q: 3 clusters Score -2913131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2913161.750000 Penalty: 5033.641602
	Iteration 142Q: 3 clusters Score -2913162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2913181.500000 Penalty: 5033.641602
	Iteration 143Q: 3 clusters Score -2913182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2913206.250000 Penalty: 5033.641602
	Iteration 144Q: 3 clusters Score -2913206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2913221.500000 Penalty: 5033.641602
	Iteration 145Q: 3 clusters Score -2913222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2913248.750000 Penalty: 5033.641602
	Iteration 146Q: 3 clusters Score -2913249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2913278.750000 Penalty: 5033.641602
	Iteration 147Q: 3 clusters Score -2913279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2913312.750000 Penalty: 5033.641602
	Iteration 148Q: 3 clusters Score -2913313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2913342.500000 Penalty: 5033.641602
	Iteration 149Q: 3 clusters Score -2913342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2913355.500000 Penalty: 5033.641602
	Iteration 150Q: 3 clusters Score -2913356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2913376.750000 Penalty: 5033.641602
	Iteration 151Q: 3 clusters Score -2913377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2913383.250000 Penalty: 5033.641602
	Iteration 152Q: 3 clusters Score -2913383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2913391.500000 Penalty: 5033.641602
	Iteration 153Q: 3 clusters Score -2913392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2913398.500000 Penalty: 5033.641602
	Iteration 154Q: 3 clusters Score -2913398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2913401.750000 Penalty: 5033.641602
	Iteration 155Q: 3 clusters Score -2913402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2913410.750000 Penalty: 5033.641602
	Iteration 156Q: 3 clusters Score -2913411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2913429.500000 Penalty: 5033.641602
	Iteration 157Q: 3 clusters Score -2913430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2913445.750000 Penalty: 5033.641602
	Iteration 158Q: 3 clusters Score -2913446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2913458.000000 Penalty: 5033.641602
	Iteration 159Q: 3 clusters Score -2913458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2913465.750000 Penalty: 5033.641602
	Iteration 160F: 3 clusters Score -2913466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2913464.500000 Penalty: 5033.641602
	Iteration 161Q: 3 clusters Score -2913464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2913483.750000 Penalty: 5033.641602
	Iteration 162Q: 3 clusters Score -2913484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2913498.750000 Penalty: 5033.641602
	Iteration 163Q: 3 clusters Score -2913499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2913503.750000 Penalty: 5033.641602
	Iteration 164Q: 3 clusters Score -2913504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2913502.250000 Penalty: 5033.641602
	Iteration 165Q: 3 clusters Score -2913502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2913508.500000 Penalty: 5033.641602
	Iteration 166Q: 3 clusters Score -2913508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2913512.500000 Penalty: 5033.641602
	Iteration 167Q: 3 clusters Score -2913512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2913514.750000 Penalty: 5033.641602
	Iteration 168Q: 3 clusters Score -2913515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2913519.250000 Penalty: 5033.641602
	Iteration 169Q: 3 clusters Score -2913519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2913534.000000 Penalty: 5033.641602
	Iteration 170Q: 3 clusters Score -2913534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2913532.750000 Penalty: 5033.641602
	Iteration 171Q: 3 clusters Score -2913533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2913549.000000 Penalty: 5033.641602
	Iteration 172Q: 3 clusters Score -2913549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2913550.500000 Penalty: 5033.641602
	Iteration 173Q: 3 clusters Score -2913550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2913562.500000 Penalty: 5033.641602
	Iteration 174Q: 3 clusters Score -2913562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2913567.250000 Penalty: 5033.641602
	Iteration 175Q: 3 clusters Score -2913567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2913573.000000 Penalty: 5033.641602
	Iteration 176Q: 3 clusters Score -2913573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2913581.250000 Penalty: 5033.641602
	Iteration 177Q: 3 clusters Score -2913581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2913583.750000 Penalty: 5033.641602
	Iteration 178Q: 3 clusters Score -2913584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2913588.500000 Penalty: 5033.641602
	Iteration 179Q: 3 clusters Score -2913588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2913589.000000 Penalty: 5033.641602
	Iteration 180F: 3 clusters Score -2913589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2913599.750000 Penalty: 5033.641602
	Iteration 181Q: 3 clusters Score -2913600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2913605.250000 Penalty: 5033.641602
	Iteration 182Q: 3 clusters Score -2913605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2913604.750000 Penalty: 5033.641602
	Iteration 183Q: 3 clusters Score -2913605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2913608.000000 Penalty: 5033.641602
	Iteration 184Q: 3 clusters Score -2913608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2913605.750000 Penalty: 5033.641602
	Iteration 185Q: 3 clusters Score -2913606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2913608.750000 Penalty: 5033.641602
	Iteration 186Q: 3 clusters Score -2913609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2913611.000000 Penalty: 5033.641602
	Iteration 187Q: 3 clusters Score -2913611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2913611.250000 Penalty: 5033.641602
	Iteration 188Q: 3 clusters Score -2913611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2913615.750000 Penalty: 5033.641602
	Iteration 189Q: 3 clusters Score -2913616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2913619.000000 Penalty: 5033.641602
	Iteration 190Q: 3 clusters Score -2913619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2913619.000000 Penalty: 5033.641602
	Iteration 191Q: 3 clusters Score -2913619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2913622.750000 Penalty: 5033.641602
	Iteration 192Q: 3 clusters Score -2913623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2913624.250000 Penalty: 5033.641602
	Iteration 193Q: 3 clusters Score -2913624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2913624.000000 Penalty: 5033.641602
	Iteration 194Q: 3 clusters Score -2913624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2913624.000000 Penalty: 5033.641602
	Iteration 195F: 3 clusters Score -2913624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -676942.000000 Penalty: 2178.927490
	Iteration 0F: 2 clusters Score -676942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -671503.687500 Penalty: 4357.854980
	Iteration 0F: 3 clusters Score -671503.7 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -673212.312500 Penalty: 4357.854980
	Iteration 1F: 3 clusters Score -673212.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -673885.437500 Penalty: 4357.854980
	Iteration 2F: 3 clusters Score -673885.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -674594.562500 Penalty: 4357.854980
	Iteration 3F: 3 clusters Score -674594.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -675068.000000 Penalty: 4357.854980
	Iteration 4F: 3 clusters Score -675068 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -675318.187500 Penalty: 4357.854980
	Iteration 5F: 3 clusters Score -675318.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -675481.187500 Penalty: 4357.854980
	Iteration 6Q: 3 clusters Score -675481.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -675592.937500 Penalty: 4357.854980
	Iteration 7Q: 3 clusters Score -675592.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -675673.250000 Penalty: 4357.854980
	Iteration 8Q: 3 clusters Score -675673.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -675726.312500 Penalty: 4357.854980
	Iteration 9Q: 3 clusters Score -675726.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -675761.562500 Penalty: 4357.854980
	Iteration 10Q: 3 clusters Score -675761.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -675783.812500 Penalty: 4357.854980
	Iteration 11Q: 3 clusters Score -675783.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -675812.500000 Penalty: 4357.854980
	Iteration 12Q: 3 clusters Score -675812.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -675839.875000 Penalty: 4357.854980
	Iteration 13Q: 3 clusters Score -675839.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -675862.437500 Penalty: 4357.854980
	Iteration 14Q: 3 clusters Score -675862.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -675878.687500 Penalty: 4357.854980
	Iteration 15Q: 3 clusters Score -675878.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -675889.250000 Penalty: 4357.854980
	Iteration 16Q: 3 clusters Score -675889.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -675903.750000 Penalty: 4357.854980
	Iteration 17Q: 3 clusters Score -675903.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -675918.875000 Penalty: 4357.854980
	Iteration 18Q: 3 clusters Score -675918.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -675926.312500 Penalty: 4357.854980
	Iteration 19Q: 3 clusters Score -675926.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -675930.375000 Penalty: 4357.854980
	Iteration 20F: 3 clusters Score -675930.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -675938.562500 Penalty: 4357.854980
	Iteration 21Q: 3 clusters Score -675938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -675941.687500 Penalty: 4357.854980
	Iteration 22Q: 3 clusters Score -675941.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -675943.750000 Penalty: 4357.854980
	Iteration 23Q: 3 clusters Score -675943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -675946.187500 Penalty: 4357.854980
	Iteration 24Q: 3 clusters Score -675946.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -675949.937500 Penalty: 4357.854980
	Iteration 25Q: 3 clusters Score -675949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -675952.000000 Penalty: 4357.854980
	Iteration 26Q: 3 clusters Score -675952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -675955.187500 Penalty: 4357.854980
	Iteration 27Q: 3 clusters Score -675955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -675959.250000 Penalty: 4357.854980
	Iteration 28Q: 3 clusters Score -675959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -675960.687500 Penalty: 4357.854980
	Iteration 29Q: 3 clusters Score -675960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -675962.500000 Penalty: 4357.854980
	Iteration 30Q: 3 clusters Score -675962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -675964.250000 Penalty: 4357.854980
	Iteration 31Q: 3 clusters Score -675964.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -675967.125000 Penalty: 4357.854980
	Iteration 32Q: 3 clusters Score -675967.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -675974.062500 Penalty: 4357.854980
	Iteration 33Q: 3 clusters Score -675974.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -675979.562500 Penalty: 4357.854980
	Iteration 34Q: 3 clusters Score -675979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -675984.187500 Penalty: 4357.854980
	Iteration 35Q: 3 clusters Score -675984.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -675986.875000 Penalty: 4357.854980
	Iteration 36Q: 3 clusters Score -675986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -675988.750000 Penalty: 4357.854980
	Iteration 37Q: 3 clusters Score -675988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -675990.750000 Penalty: 4357.854980
	Iteration 38Q: 3 clusters Score -675990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -675992.312500 Penalty: 4357.854980
	Iteration 39Q: 3 clusters Score -675992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -675993.937500 Penalty: 4357.854980
	Iteration 40F: 3 clusters Score -675993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -675994.812500 Penalty: 4357.854980
	Iteration 41Q: 3 clusters Score -675994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -675996.687500 Penalty: 4357.854980
	Iteration 42Q: 3 clusters Score -675996.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -675998.562500 Penalty: 4357.854980
	Iteration 43Q: 3 clusters Score -675998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -676000.562500 Penalty: 4357.854980
	Iteration 44Q: 3 clusters Score -676000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -676000.375000 Penalty: 4357.854980
	Iteration 45Q: 3 clusters Score -676000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -676001.312500 Penalty: 4357.854980
	Iteration 46Q: 3 clusters Score -676001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -676001.625000 Penalty: 4357.854980
	Iteration 47Q: 3 clusters Score -676001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -676002.812500 Penalty: 4357.854980
	Iteration 48Q: 3 clusters Score -676002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -676004.687500 Penalty: 4357.854980
	Iteration 49Q: 3 clusters Score -676004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -676006.250000 Penalty: 4357.854980
	Iteration 50Q: 3 clusters Score -676006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -676007.500000 Penalty: 4357.854980
	Iteration 51Q: 3 clusters Score -676007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -676008.125000 Penalty: 4357.854980
	Iteration 52Q: 3 clusters Score -676008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -676008.562500 Penalty: 4357.854980
	Iteration 53Q: 3 clusters Score -676008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -676008.375000 Penalty: 4357.854980
	Iteration 54Q: 3 clusters Score -676008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -676008.062500 Penalty: 4357.854980
	Iteration 55Q: 3 clusters Score -676008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -676007.812500 Penalty: 4357.854980
	Iteration 56Q: 3 clusters Score -676007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -676007.937500 Penalty: 4357.854980
	Iteration 57Q: 3 clusters Score -676007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -676010.250000 Penalty: 4357.854980
	Iteration 58Q: 3 clusters Score -676010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -676010.687500 Penalty: 4357.854980
	Iteration 59Q: 3 clusters Score -676010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -676012.125000 Penalty: 4357.854980
	Iteration 60F: 3 clusters Score -676012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -676012.875000 Penalty: 4357.854980
	Iteration 61Q: 3 clusters Score -676012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -676012.562500 Penalty: 4357.854980
	Iteration 62Q: 3 clusters Score -676012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -676012.250000 Penalty: 4357.854980
	Iteration 63Q: 3 clusters Score -676012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -676013.875000 Penalty: 4357.854980
	Iteration 64Q: 3 clusters Score -676013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -676014.437500 Penalty: 4357.854980
	Iteration 65Q: 3 clusters Score -676014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -676014.437500 Penalty: 4357.854980
	Iteration 66F: 3 clusters Score -676014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Entering Unmasked Estep 
Score: -5983998.000000 Penalty: 2688.439697
	Iteration 0F: 2 clusters Score -5983998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -5949538.500000 Penalty: 5376.879395
	Iteration 0F: 3 clusters Score -5949538 nChanged 23673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5962568.500000 Penalty: 5376.879395
	Iteration 1F: 3 clusters Score -5962568 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -5963137.000000 Penalty: 5376.879395
	Iteration 2Q: 3 clusters Score -5963137 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5963575.500000 Penalty: 5376.879395
	Iteration 3Q: 3 clusters Score -5963576 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -5964056.500000 Penalty: 5376.879395
	Iteration 4Q: 3 clusters Score -5964056 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -5964549.000000 Penalty: 5376.879395
	Iteration 5Q: 3 clusters Score -5964549 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5965209.000000 Penalty: 5376.879395
	Iteration 6Q: 3 clusters Score -5965209 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5966188.000000 Penalty: 5376.879395
	Iteration 7Q: 3 clusters Score -5966188 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5967549.500000 Penalty: 5376.879395
	Iteration 8F: 3 clusters Score -5967550 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5969354.500000 Penalty: 5376.879395
	Iteration 9F: 3 clusters Score -5969354 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -5971225.000000 Penalty: 5376.879395
	Iteration 10F: 3 clusters Score -5971225 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -5973075.000000 Penalty: 5376.879395
	Iteration 11F: 3 clusters Score -5973075 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5974831.500000 Penalty: 5376.879395
	Iteration 12Q: 3 clusters Score -5974832 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5976462.500000 Penalty: 5376.879395
	Iteration 13Q: 3 clusters Score -5976462 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -5977890.000000 Penalty: 5376.879395
	Iteration 14Q: 3 clusters Score -5977890 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5978912.500000 Penalty: 5376.879395
	Iteration 15Q: 3 clusters Score -5978912 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -5979636.500000 Penalty: 5376.879395
	Iteration 16Q: 3 clusters Score -5979636 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5980119.000000 Penalty: 5376.879395
	Iteration 17Q: 3 clusters Score -5980119 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -5980437.000000 Penalty: 5376.879395
	Iteration 18Q: 3 clusters Score -5980437 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -5980641.000000 Penalty: 5376.879395
	Iteration 19Q: 3 clusters Score -5980641 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -5980782.500000 Penalty: 5376.879395
	Iteration 20F: 3 clusters Score -5980782 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -5980913.000000 Penalty: 5376.879395
	Iteration 21Q: 3 clusters Score -5980913 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -5981009.500000 Penalty: 5376.879395
	Iteration 22Q: 3 clusters Score -5981010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -5981082.500000 Penalty: 5376.879395
	Iteration 23Q: 3 clusters Score -5981082 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -5981172.500000 Penalty: 5376.879395
	Iteration 24Q: 3 clusters Score -5981172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -5981239.500000 Penalty: 5376.879395
	Iteration 25Q: 3 clusters Score -5981240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -5981282.000000 Penalty: 5376.879395
	Iteration 26Q: 3 clusters Score -5981282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -5981315.500000 Penalty: 5376.879395
	Iteration 27Q: 3 clusters Score -5981316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -5981343.000000 Penalty: 5376.879395
	Iteration 28Q: 3 clusters Score -5981343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -5981353.000000 Penalty: 5376.879395
	Iteration 29Q: 3 clusters Score -5981353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -5981373.500000 Penalty: 5376.879395
	Iteration 30Q: 3 clusters Score -5981374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -5981384.500000 Penalty: 5376.879395
	Iteration 31Q: 3 clusters Score -5981384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -5981413.000000 Penalty: 5376.879395
	Iteration 32Q: 3 clusters Score -5981413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -5981439.500000 Penalty: 5376.879395
	Iteration 33Q: 3 clusters Score -5981440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -5981450.500000 Penalty: 5376.879395
	Iteration 34Q: 3 clusters Score -5981450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -5981460.000000 Penalty: 5376.879395
	Iteration 35Q: 3 clusters Score -5981460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -5981473.500000 Penalty: 5376.879395
	Iteration 36Q: 3 clusters Score -5981474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -5981476.000000 Penalty: 5376.879395
	Iteration 37Q: 3 clusters Score -5981476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5981476.500000 Penalty: 5376.879395
	Iteration 38Q: 3 clusters Score -5981476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -5981496.500000 Penalty: 5376.879395
	Iteration 39Q: 3 clusters Score -5981496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -5981501.500000 Penalty: 5376.879395
	Iteration 40F: 3 clusters Score -5981502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -5981517.500000 Penalty: 5376.879395
	Iteration 41Q: 3 clusters Score -5981518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5981521.500000 Penalty: 5376.879395
	Iteration 42Q: 3 clusters Score -5981522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -5981526.500000 Penalty: 5376.879395
	Iteration 43Q: 3 clusters Score -5981526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -5981529.000000 Penalty: 5376.879395
	Iteration 44Q: 3 clusters Score -5981529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -5981519.500000 Penalty: 5376.879395
	Iteration 45Q: 3 clusters Score -5981520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -5981528.000000 Penalty: 5376.879395
	Iteration 46Q: 3 clusters Score -5981528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -5981535.500000 Penalty: 5376.879395
	Iteration 47Q: 3 clusters Score -5981536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -5981532.500000 Penalty: 5376.879395
	Iteration 48Q: 3 clusters Score -5981532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -5981543.000000 Penalty: 5376.879395
	Iteration 49Q: 3 clusters Score -5981543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -5981546.500000 Penalty: 5376.879395
	Iteration 50Q: 3 clusters Score -5981546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -5981554.500000 Penalty: 5376.879395
	Iteration 51Q: 3 clusters Score -5981554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -5981553.500000 Penalty: 5376.879395
	Iteration 52Q: 3 clusters Score -5981554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -5981550.500000 Penalty: 5376.879395
	Iteration 53Q: 3 clusters Score -5981550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5981553.000000 Penalty: 5376.879395
	Iteration 54Q: 3 clusters Score -5981553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -5981558.000000 Penalty: 5376.879395
	Iteration 55Q: 3 clusters Score -5981558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -5981558.500000 Penalty: 5376.879395
	Iteration 56Q: 3 clusters Score -5981558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -5981562.000000 Penalty: 5376.879395
	Iteration 57Q: 3 clusters Score -5981562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -5981564.000000 Penalty: 5376.879395
	Iteration 58Q: 3 clusters Score -5981564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -5981564.000000 Penalty: 5376.879395
	Iteration 59Q: 3 clusters Score -5981564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -5981565.000000 Penalty: 5376.879395
	Iteration 60F: 3 clusters Score -5981565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -5981563.500000 Penalty: 5376.879395
	Iteration 61Q: 3 clusters Score -5981564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -5981567.000000 Penalty: 5376.879395
	Iteration 62Q: 3 clusters Score -5981567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -5981567.000000 Penalty: 5376.879395
	Iteration 63F: 3 clusters Score -5981567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Entering Unmasked Estep 
Score: -2200199.250000 Penalty: 2447.434814
	Iteration 0F: 2 clusters Score -2200199 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 9700 members 
Entering Unmasked Estep 
Score: -2186523.000000 Penalty: 4894.869629
	Iteration 0F: 3 clusters Score -2186523 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2191016.250000 Penalty: 4894.869629
	Iteration 1F: 3 clusters Score -2191016 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2191379.750000 Penalty: 4894.869629
	Iteration 2F: 3 clusters Score -2191380 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2191694.750000 Penalty: 4894.869629
	Iteration 3Q: 3 clusters Score -2191695 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2191988.750000 Penalty: 4894.869629
	Iteration 4Q: 3 clusters Score -2191989 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2192248.500000 Penalty: 4894.869629
	Iteration 5Q: 3 clusters Score -2192248 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2192481.750000 Penalty: 4894.869629
	Iteration 6Q: 3 clusters Score -2192482 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2192710.750000 Penalty: 4894.869629
	Iteration 7Q: 3 clusters Score -2192711 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2193000.250000 Penalty: 4894.869629
	Iteration 8Q: 3 clusters Score -2193000 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2193407.500000 Penalty: 4894.869629
	Iteration 9Q: 3 clusters Score -2193408 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2193962.500000 Penalty: 4894.869629
	Iteration 10Q: 3 clusters Score -2193962 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2194646.750000 Penalty: 4894.869629
	Iteration 11F: 3 clusters Score -2194647 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2195435.000000 Penalty: 4894.869629
	Iteration 12F: 3 clusters Score -2195435 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2196228.000000 Penalty: 4894.869629
	Iteration 13Q: 3 clusters Score -2196228 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2196915.750000 Penalty: 4894.869629
	Iteration 14Q: 3 clusters Score -2196916 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2197394.000000 Penalty: 4894.869629
	Iteration 15Q: 3 clusters Score -2197394 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2197684.250000 Penalty: 4894.869629
	Iteration 16Q: 3 clusters Score -2197684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2197857.250000 Penalty: 4894.869629
	Iteration 17Q: 3 clusters Score -2197857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2197936.500000 Penalty: 4894.869629
	Iteration 18Q: 3 clusters Score -2197936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2198004.500000 Penalty: 4894.869629
	Iteration 19Q: 3 clusters Score -2198004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2198035.500000 Penalty: 4894.869629
	Iteration 20F: 3 clusters Score -2198036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2198062.750000 Penalty: 4894.869629
	Iteration 21Q: 3 clusters Score -2198063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2198083.000000 Penalty: 4894.869629
	Iteration 22Q: 3 clusters Score -2198083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2198087.000000 Penalty: 4894.869629
	Iteration 23Q: 3 clusters Score -2198087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2198099.500000 Penalty: 4894.869629
	Iteration 24Q: 3 clusters Score -2198100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2198102.250000 Penalty: 4894.869629
	Iteration 25Q: 3 clusters Score -2198102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2198105.750000 Penalty: 4894.869629
	Iteration 26Q: 3 clusters Score -2198106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2198107.500000 Penalty: 4894.869629
	Iteration 27Q: 3 clusters Score -2198108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2198111.500000 Penalty: 4894.869629
	Iteration 28Q: 3 clusters Score -2198112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2198111.500000 Penalty: 4894.869629
	Iteration 29Q: 3 clusters Score -2198112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2198111.500000 Penalty: 4894.869629
	Iteration 30F: 3 clusters Score -2198112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -999702.812500 Penalty: 2276.226562
	Iteration 0F: 2 clusters Score -999702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -992202.562500 Penalty: 4552.453125
	Iteration 0F: 3 clusters Score -992202.6 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -994467.750000 Penalty: 4552.453125
	Iteration 1F: 3 clusters Score -994467.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -994900.187500 Penalty: 4552.453125
	Iteration 2F: 3 clusters Score -994900.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -995320.937500 Penalty: 4552.453125
	Iteration 3F: 3 clusters Score -995320.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -995678.625000 Penalty: 4552.453125
	Iteration 4F: 3 clusters Score -995678.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -996027.312500 Penalty: 4552.453125
	Iteration 5F: 3 clusters Score -996027.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -996407.625000 Penalty: 4552.453125
	Iteration 6F: 3 clusters Score -996407.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -996831.000000 Penalty: 4552.453125
	Iteration 7F: 3 clusters Score -996831 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -997198.937500 Penalty: 4552.453125
	Iteration 8F: 3 clusters Score -997198.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -997469.937500 Penalty: 4552.453125
	Iteration 9Q: 3 clusters Score -997469.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -997702.500000 Penalty: 4552.453125
	Iteration 10Q: 3 clusters Score -997702.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -997922.687500 Penalty: 4552.453125
	Iteration 11Q: 3 clusters Score -997922.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -998133.250000 Penalty: 4552.453125
	Iteration 12Q: 3 clusters Score -998133.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -998321.187500 Penalty: 4552.453125
	Iteration 13Q: 3 clusters Score -998321.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -998493.750000 Penalty: 4552.453125
	Iteration 14Q: 3 clusters Score -998493.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -998692.312500 Penalty: 4552.453125
	Iteration 15Q: 3 clusters Score -998692.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -998887.812500 Penalty: 4552.453125
	Iteration 16Q: 3 clusters Score -998887.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -999028.437500 Penalty: 4552.453125
	Iteration 17Q: 3 clusters Score -999028.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -999109.437500 Penalty: 4552.453125
	Iteration 18Q: 3 clusters Score -999109.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -999153.750000 Penalty: 4552.453125
	Iteration 19Q: 3 clusters Score -999153.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -999183.250000 Penalty: 4552.453125
	Iteration 20F: 3 clusters Score -999183.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -999201.562500 Penalty: 4552.453125
	Iteration 21Q: 3 clusters Score -999201.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -999214.812500 Penalty: 4552.453125
	Iteration 22Q: 3 clusters Score -999214.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -999221.875000 Penalty: 4552.453125
	Iteration 23Q: 3 clusters Score -999221.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -999225.062500 Penalty: 4552.453125
	Iteration 24Q: 3 clusters Score -999225.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -999229.625000 Penalty: 4552.453125
	Iteration 25Q: 3 clusters Score -999229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -999235.562500 Penalty: 4552.453125
	Iteration 26Q: 3 clusters Score -999235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -999235.500000 Penalty: 4552.453125
	Iteration 27Q: 3 clusters Score -999235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -999234.875000 Penalty: 4552.453125
	Iteration 28Q: 3 clusters Score -999234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -999237.125000 Penalty: 4552.453125
	Iteration 29Q: 3 clusters Score -999237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -999238.500000 Penalty: 4552.453125
	Iteration 30Q: 3 clusters Score -999238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -999239.687500 Penalty: 4552.453125
	Iteration 31Q: 3 clusters Score -999239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -999238.625000 Penalty: 4552.453125
	Iteration 32Q: 3 clusters Score -999238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -999239.687500 Penalty: 4552.453125
	Iteration 33Q: 3 clusters Score -999239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -999241.250000 Penalty: 4552.453125
	Iteration 34Q: 3 clusters Score -999241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -999239.875000 Penalty: 4552.453125
	Iteration 35Q: 3 clusters Score -999239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -999240.812500 Penalty: 4552.453125
	Iteration 36Q: 3 clusters Score -999240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -999243.187500 Penalty: 4552.453125
	Iteration 37Q: 3 clusters Score -999243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -999241.312500 Penalty: 4552.453125
	Iteration 38Q: 3 clusters Score -999241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -999242.812500 Penalty: 4552.453125
	Iteration 39Q: 3 clusters Score -999242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -999243.437500 Penalty: 4552.453125
	Iteration 40F: 3 clusters Score -999243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -999244.875000 Penalty: 4552.453125
	Iteration 41Q: 3 clusters Score -999244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -999243.500000 Penalty: 4552.453125
	Iteration 42Q: 3 clusters Score -999243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -999243.437500 Penalty: 4552.453125
	Iteration 43Q: 3 clusters Score -999243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -999244.187500 Penalty: 4552.453125
	Iteration 44Q: 3 clusters Score -999244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -999244.562500 Penalty: 4552.453125
	Iteration 45Q: 3 clusters Score -999244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -999243.312500 Penalty: 4552.453125
	Iteration 46Q: 3 clusters Score -999243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -999244.812500 Penalty: 4552.453125
	Iteration 47Q: 3 clusters Score -999244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -999244.062500 Penalty: 4552.453125
	Iteration 48Q: 3 clusters Score -999244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -999244.062500 Penalty: 4552.453125
	Iteration 49F: 3 clusters Score -999244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -645978.062500 Penalty: 2145.974121
	Iteration 0F: 2 clusters Score -645978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -641009.625000 Penalty: 4291.948242
	Iteration 0F: 3 clusters Score -641009.6 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -642260.187500 Penalty: 4291.948242
	Iteration 1F: 3 clusters Score -642260.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -642499.937500 Penalty: 4291.948242
	Iteration 2F: 3 clusters Score -642499.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -642637.187500 Penalty: 4291.948242
	Iteration 3Q: 3 clusters Score -642637.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -642744.437500 Penalty: 4291.948242
	Iteration 4Q: 3 clusters Score -642744.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -642824.625000 Penalty: 4291.948242
	Iteration 5Q: 3 clusters Score -642824.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -642905.687500 Penalty: 4291.948242
	Iteration 6Q: 3 clusters Score -642905.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -643006.500000 Penalty: 4291.948242
	Iteration 7Q: 3 clusters Score -643006.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -643110.562500 Penalty: 4291.948242
	Iteration 8Q: 3 clusters Score -643110.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -643244.437500 Penalty: 4291.948242
	Iteration 9Q: 3 clusters Score -643244.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -643404.875000 Penalty: 4291.948242
	Iteration 10Q: 3 clusters Score -643404.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -643549.000000 Penalty: 4291.948242
	Iteration 11Q: 3 clusters Score -643549 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -643692.875000 Penalty: 4291.948242
	Iteration 12Q: 3 clusters Score -643692.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -643808.062500 Penalty: 4291.948242
	Iteration 13Q: 3 clusters Score -643808.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -643906.875000 Penalty: 4291.948242
	Iteration 14Q: 3 clusters Score -643906.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -643990.937500 Penalty: 4291.948242
	Iteration 15Q: 3 clusters Score -643990.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -644051.562500 Penalty: 4291.948242
	Iteration 16Q: 3 clusters Score -644051.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -644096.062500 Penalty: 4291.948242
	Iteration 17Q: 3 clusters Score -644096.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -644132.312500 Penalty: 4291.948242
	Iteration 18Q: 3 clusters Score -644132.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -644154.500000 Penalty: 4291.948242
	Iteration 19Q: 3 clusters Score -644154.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -644168.250000 Penalty: 4291.948242
	Iteration 20F: 3 clusters Score -644168.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -644179.812500 Penalty: 4291.948242
	Iteration 21Q: 3 clusters Score -644179.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -644186.562500 Penalty: 4291.948242
	Iteration 22Q: 3 clusters Score -644186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -644191.812500 Penalty: 4291.948242
	Iteration 23Q: 3 clusters Score -644191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -644193.562500 Penalty: 4291.948242
	Iteration 24Q: 3 clusters Score -644193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -644199.125000 Penalty: 4291.948242
	Iteration 25Q: 3 clusters Score -644199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -644200.875000 Penalty: 4291.948242
	Iteration 26Q: 3 clusters Score -644200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -644202.375000 Penalty: 4291.948242
	Iteration 27Q: 3 clusters Score -644202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -644205.062500 Penalty: 4291.948242
	Iteration 28Q: 3 clusters Score -644205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -644206.750000 Penalty: 4291.948242
	Iteration 29Q: 3 clusters Score -644206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -644207.687500 Penalty: 4291.948242
	Iteration 30Q: 3 clusters Score -644207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -644208.562500 Penalty: 4291.948242
	Iteration 31Q: 3 clusters Score -644208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -644213.062500 Penalty: 4291.948242
	Iteration 32Q: 3 clusters Score -644213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -644216.375000 Penalty: 4291.948242
	Iteration 33Q: 3 clusters Score -644216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -644218.562500 Penalty: 4291.948242
	Iteration 34Q: 3 clusters Score -644218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -644221.562500 Penalty: 4291.948242
	Iteration 35Q: 3 clusters Score -644221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -644225.625000 Penalty: 4291.948242
	Iteration 36Q: 3 clusters Score -644225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -644227.937500 Penalty: 4291.948242
	Iteration 37Q: 3 clusters Score -644227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -644231.312500 Penalty: 4291.948242
	Iteration 38Q: 3 clusters Score -644231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -644234.500000 Penalty: 4291.948242
	Iteration 39Q: 3 clusters Score -644234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -644235.312500 Penalty: 4291.948242
	Iteration 40F: 3 clusters Score -644235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -644240.000000 Penalty: 4291.948242
	Iteration 41Q: 3 clusters Score -644240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -644240.750000 Penalty: 4291.948242
	Iteration 42Q: 3 clusters Score -644240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -644242.000000 Penalty: 4291.948242
	Iteration 43Q: 3 clusters Score -644242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -644243.375000 Penalty: 4291.948242
	Iteration 44Q: 3 clusters Score -644243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -644242.625000 Penalty: 4291.948242
	Iteration 45Q: 3 clusters Score -644242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -644242.625000 Penalty: 4291.948242
	Iteration 46F: 3 clusters Score -644242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Entering Unmasked Estep 
Score: -1770218.625000 Penalty: 2390.843506
	Iteration 0F: 2 clusters Score -1770219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1759127.750000 Penalty: 4781.687012
	Iteration 0F: 3 clusters Score -1759128 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1762678.250000 Penalty: 4781.687012
	Iteration 1F: 3 clusters Score -1762678 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1763094.125000 Penalty: 4781.687012
	Iteration 2F: 3 clusters Score -1763094 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1763419.125000 Penalty: 4781.687012
	Iteration 3F: 3 clusters Score -1763419 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1763746.000000 Penalty: 4781.687012
	Iteration 4Q: 3 clusters Score -1763746 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1764130.125000 Penalty: 4781.687012
	Iteration 5Q: 3 clusters Score -1764130 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1764622.625000 Penalty: 4781.687012
	Iteration 6F: 3 clusters Score -1764623 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1765260.500000 Penalty: 4781.687012
	Iteration 7F: 3 clusters Score -1765260 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1766001.000000 Penalty: 4781.687012
	Iteration 8F: 3 clusters Score -1766001 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1766670.250000 Penalty: 4781.687012
	Iteration 9F: 3 clusters Score -1766670 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1767201.000000 Penalty: 4781.687012
	Iteration 10Q: 3 clusters Score -1767201 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1767545.000000 Penalty: 4781.687012
	Iteration 11Q: 3 clusters Score -1767545 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1767727.875000 Penalty: 4781.687012
	Iteration 12Q: 3 clusters Score -1767728 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1767866.250000 Penalty: 4781.687012
	Iteration 13Q: 3 clusters Score -1767866 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1767954.125000 Penalty: 4781.687012
	Iteration 14Q: 3 clusters Score -1767954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1768021.875000 Penalty: 4781.687012
	Iteration 15Q: 3 clusters Score -1768022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1768068.500000 Penalty: 4781.687012
	Iteration 16Q: 3 clusters Score -1768068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1768109.000000 Penalty: 4781.687012
	Iteration 17Q: 3 clusters Score -1768109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1768136.875000 Penalty: 4781.687012
	Iteration 18Q: 3 clusters Score -1768137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1768161.250000 Penalty: 4781.687012
	Iteration 19Q: 3 clusters Score -1768161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1768179.875000 Penalty: 4781.687012
	Iteration 20F: 3 clusters Score -1768180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1768194.875000 Penalty: 4781.687012
	Iteration 21Q: 3 clusters Score -1768195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1768209.750000 Penalty: 4781.687012
	Iteration 22Q: 3 clusters Score -1768210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1768217.250000 Penalty: 4781.687012
	Iteration 23Q: 3 clusters Score -1768217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1768227.375000 Penalty: 4781.687012
	Iteration 24Q: 3 clusters Score -1768227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1768229.000000 Penalty: 4781.687012
	Iteration 25Q: 3 clusters Score -1768229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1768230.625000 Penalty: 4781.687012
	Iteration 26Q: 3 clusters Score -1768231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1768230.250000 Penalty: 4781.687012
	Iteration 27Q: 3 clusters Score -1768230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1768230.250000 Penalty: 4781.687012
	Iteration 28F: 3 clusters Score -1768230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Entering Unmasked Estep 
Score: -9676771.000000 Penalty: 2813.854004
	Iteration 0F: 2 clusters Score -9676771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9620148.000000 Penalty: 5627.708008
	Iteration 0F: 3 clusters Score -9620148 nChanged 39741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -9644065.000000 Penalty: 5627.708008
	Iteration 1F: 3 clusters Score -9644065 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -9647033.000000 Penalty: 5627.708008
	Iteration 2F: 3 clusters Score -9647033 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9651967.000000 Penalty: 5627.708008
	Iteration 3F: 3 clusters Score -9651967 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -9657290.000000 Penalty: 5627.708008
	Iteration 4F: 3 clusters Score -9657290 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -9661384.000000 Penalty: 5627.708008
	Iteration 5F: 3 clusters Score -9661384 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -9664226.000000 Penalty: 5627.708008
	Iteration 6F: 3 clusters Score -9664226 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -9666305.000000 Penalty: 5627.708008
	Iteration 7Q: 3 clusters Score -9666305 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -9668108.000000 Penalty: 5627.708008
	Iteration 8Q: 3 clusters Score -9668108 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -9669640.000000 Penalty: 5627.708008
	Iteration 9Q: 3 clusters Score -9669640 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -9670946.000000 Penalty: 5627.708008
	Iteration 10Q: 3 clusters Score -9670946 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -9672056.000000 Penalty: 5627.708008
	Iteration 11Q: 3 clusters Score -9672056 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -9672939.000000 Penalty: 5627.708008
	Iteration 12Q: 3 clusters Score -9672939 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -9673488.000000 Penalty: 5627.708008
	Iteration 13Q: 3 clusters Score -9673488 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -9673896.000000 Penalty: 5627.708008
	Iteration 14Q: 3 clusters Score -9673896 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -9674141.000000 Penalty: 5627.708008
	Iteration 15Q: 3 clusters Score -9674141 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -9674333.000000 Penalty: 5627.708008
	Iteration 16Q: 3 clusters Score -9674333 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -9674501.000000 Penalty: 5627.708008
	Iteration 17Q: 3 clusters Score -9674501 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -9674589.000000 Penalty: 5627.708008
	Iteration 18Q: 3 clusters Score -9674589 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -9674675.000000 Penalty: 5627.708008
	Iteration 19Q: 3 clusters Score -9674675 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -9674761.000000 Penalty: 5627.708008
	Iteration 20F: 3 clusters Score -9674761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -9674854.000000 Penalty: 5627.708008
	Iteration 21Q: 3 clusters Score -9674854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -9674887.000000 Penalty: 5627.708008
	Iteration 22Q: 3 clusters Score -9674887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -9674951.000000 Penalty: 5627.708008
	Iteration 23Q: 3 clusters Score -9674951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -9674972.000000 Penalty: 5627.708008
	Iteration 24Q: 3 clusters Score -9674972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -9675000.000000 Penalty: 5627.708008
	Iteration 25Q: 3 clusters Score -9675000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -9675016.000000 Penalty: 5627.708008
	Iteration 26Q: 3 clusters Score -9675016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -9675029.000000 Penalty: 5627.708008
	Iteration 27Q: 3 clusters Score -9675029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -9675023.000000 Penalty: 5627.708008
	Iteration 28Q: 3 clusters Score -9675023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -9675028.000000 Penalty: 5627.708008
	Iteration 29Q: 3 clusters Score -9675028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -9675029.000000 Penalty: 5627.708008
	Iteration 30Q: 3 clusters Score -9675029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -9675036.000000 Penalty: 5627.708008
	Iteration 31Q: 3 clusters Score -9675036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -9675033.000000 Penalty: 5627.708008
	Iteration 32Q: 3 clusters Score -9675033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -9675045.000000 Penalty: 5627.708008
	Iteration 33Q: 3 clusters Score -9675045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -9675052.000000 Penalty: 5627.708008
	Iteration 34Q: 3 clusters Score -9675052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -9675049.000000 Penalty: 5627.708008
	Iteration 35Q: 3 clusters Score -9675049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -9675064.000000 Penalty: 5627.708008
	Iteration 36Q: 3 clusters Score -9675064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -9675080.000000 Penalty: 5627.708008
	Iteration 37Q: 3 clusters Score -9675080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -9675075.000000 Penalty: 5627.708008
	Iteration 38Q: 3 clusters Score -9675075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -9675071.000000 Penalty: 5627.708008
	Iteration 39Q: 3 clusters Score -9675071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -9675076.000000 Penalty: 5627.708008
	Iteration 40F: 3 clusters Score -9675076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -9675081.000000 Penalty: 5627.708008
	Iteration 41Q: 3 clusters Score -9675081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -9675067.000000 Penalty: 5627.708008
	Iteration 42Q: 3 clusters Score -9675067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -9675064.000000 Penalty: 5627.708008
	Iteration 43Q: 3 clusters Score -9675064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -9675068.000000 Penalty: 5627.708008
	Iteration 44Q: 3 clusters Score -9675068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -9675076.000000 Penalty: 5627.708008
	Iteration 45Q: 3 clusters Score -9675076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -9675073.000000 Penalty: 5627.708008
	Iteration 46Q: 3 clusters Score -9675073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -9675077.000000 Penalty: 5627.708008
	Iteration 47Q: 3 clusters Score -9675077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -9675077.000000 Penalty: 5627.708008
	Iteration 48F: 3 clusters Score -9675077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Entering Unmasked Estep 
Score: -1381543.750000 Penalty: 2343.108398
	Iteration 0F: 2 clusters Score -1381544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1372162.500000 Penalty: 4686.216797
	Iteration 0F: 3 clusters Score -1372162 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1375443.500000 Penalty: 4686.216797
	Iteration 1F: 3 clusters Score -1375444 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1376118.875000 Penalty: 4686.216797
	Iteration 2F: 3 clusters Score -1376119 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1376729.000000 Penalty: 4686.216797
	Iteration 3F: 3 clusters Score -1376729 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1377343.625000 Penalty: 4686.216797
	Iteration 4F: 3 clusters Score -1377344 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1377940.500000 Penalty: 4686.216797
	Iteration 5F: 3 clusters Score -1377940 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1378527.875000 Penalty: 4686.216797
	Iteration 6F: 3 clusters Score -1378528 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1379040.750000 Penalty: 4686.216797
	Iteration 7F: 3 clusters Score -1379041 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1379463.125000 Penalty: 4686.216797
	Iteration 8Q: 3 clusters Score -1379463 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1379811.500000 Penalty: 4686.216797
	Iteration 9Q: 3 clusters Score -1379812 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1380038.000000 Penalty: 4686.216797
	Iteration 10Q: 3 clusters Score -1380038 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1380174.875000 Penalty: 4686.216797
	Iteration 11Q: 3 clusters Score -1380175 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1380276.500000 Penalty: 4686.216797
	Iteration 12Q: 3 clusters Score -1380276 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1380346.000000 Penalty: 4686.216797
	Iteration 13Q: 3 clusters Score -1380346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1380414.375000 Penalty: 4686.216797
	Iteration 14Q: 3 clusters Score -1380414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1380471.250000 Penalty: 4686.216797
	Iteration 15Q: 3 clusters Score -1380471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1380520.375000 Penalty: 4686.216797
	Iteration 16Q: 3 clusters Score -1380520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1380560.125000 Penalty: 4686.216797
	Iteration 17Q: 3 clusters Score -1380560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1380611.000000 Penalty: 4686.216797
	Iteration 18Q: 3 clusters Score -1380611 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1380671.250000 Penalty: 4686.216797
	Iteration 19Q: 3 clusters Score -1380671 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1380703.000000 Penalty: 4686.216797
	Iteration 20F: 3 clusters Score -1380703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1380734.875000 Penalty: 4686.216797
	Iteration 21Q: 3 clusters Score -1380735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1380772.250000 Penalty: 4686.216797
	Iteration 22Q: 3 clusters Score -1380772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1380804.250000 Penalty: 4686.216797
	Iteration 23Q: 3 clusters Score -1380804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1380824.625000 Penalty: 4686.216797
	Iteration 24Q: 3 clusters Score -1380825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1380840.875000 Penalty: 4686.216797
	Iteration 25Q: 3 clusters Score -1380841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1380854.250000 Penalty: 4686.216797
	Iteration 26Q: 3 clusters Score -1380854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1380856.250000 Penalty: 4686.216797
	Iteration 27Q: 3 clusters Score -1380856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1380865.625000 Penalty: 4686.216797
	Iteration 28Q: 3 clusters Score -1380866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1380867.500000 Penalty: 4686.216797
	Iteration 29Q: 3 clusters Score -1380868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1380881.375000 Penalty: 4686.216797
	Iteration 30Q: 3 clusters Score -1380881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1380887.750000 Penalty: 4686.216797
	Iteration 31Q: 3 clusters Score -1380888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1380900.125000 Penalty: 4686.216797
	Iteration 32Q: 3 clusters Score -1380900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1380903.125000 Penalty: 4686.216797
	Iteration 33Q: 3 clusters Score -1380903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1380907.500000 Penalty: 4686.216797
	Iteration 34Q: 3 clusters Score -1380908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1380915.625000 Penalty: 4686.216797
	Iteration 35Q: 3 clusters Score -1380916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1380923.375000 Penalty: 4686.216797
	Iteration 36Q: 3 clusters Score -1380923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1380930.250000 Penalty: 4686.216797
	Iteration 37Q: 3 clusters Score -1380930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1380927.750000 Penalty: 4686.216797
	Iteration 38Q: 3 clusters Score -1380928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1380933.250000 Penalty: 4686.216797
	Iteration 39Q: 3 clusters Score -1380933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1380939.750000 Penalty: 4686.216797
	Iteration 40F: 3 clusters Score -1380940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1380943.875000 Penalty: 4686.216797
	Iteration 41Q: 3 clusters Score -1380944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1380947.125000 Penalty: 4686.216797
	Iteration 42Q: 3 clusters Score -1380947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1380951.125000 Penalty: 4686.216797
	Iteration 43Q: 3 clusters Score -1380951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1380959.625000 Penalty: 4686.216797
	Iteration 44Q: 3 clusters Score -1380960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1380969.750000 Penalty: 4686.216797
	Iteration 45Q: 3 clusters Score -1380970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1380967.375000 Penalty: 4686.216797
	Iteration 46Q: 3 clusters Score -1380967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1380973.500000 Penalty: 4686.216797
	Iteration 47Q: 3 clusters Score -1380974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1380980.125000 Penalty: 4686.216797
	Iteration 48Q: 3 clusters Score -1380980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1380981.875000 Penalty: 4686.216797
	Iteration 49Q: 3 clusters Score -1380982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1380980.250000 Penalty: 4686.216797
	Iteration 50Q: 3 clusters Score -1380980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1380982.625000 Penalty: 4686.216797
	Iteration 51Q: 3 clusters Score -1380983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1380987.750000 Penalty: 4686.216797
	Iteration 52Q: 3 clusters Score -1380988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1380988.750000 Penalty: 4686.216797
	Iteration 53Q: 3 clusters Score -1380989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1380992.125000 Penalty: 4686.216797
	Iteration 54Q: 3 clusters Score -1380992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1380993.750000 Penalty: 4686.216797
	Iteration 55Q: 3 clusters Score -1380994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1380994.125000 Penalty: 4686.216797
	Iteration 56Q: 3 clusters Score -1380994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1380994.750000 Penalty: 4686.216797
	Iteration 57Q: 3 clusters Score -1380995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1380998.625000 Penalty: 4686.216797
	Iteration 58Q: 3 clusters Score -1380999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1380997.500000 Penalty: 4686.216797
	Iteration 59Q: 3 clusters Score -1380998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1380999.750000 Penalty: 4686.216797
	Iteration 60F: 3 clusters Score -1381000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1381000.625000 Penalty: 4686.216797
	Iteration 61Q: 3 clusters Score -1381001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1381001.625000 Penalty: 4686.216797
	Iteration 62Q: 3 clusters Score -1381002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1381002.000000 Penalty: 4686.216797
	Iteration 63Q: 3 clusters Score -1381002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1381003.250000 Penalty: 4686.216797
	Iteration 64Q: 3 clusters Score -1381003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1381003.875000 Penalty: 4686.216797
	Iteration 65Q: 3 clusters Score -1381004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1381003.875000 Penalty: 4686.216797
	Iteration 66F: 3 clusters Score -1381004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -106407.890625 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -106407.9 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 502 members 
Entering Unmasked Estep 
Score: -104647.898438 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -104647.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105348.406250 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -105348.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105750.078125 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -105750.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106140.523438 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -106140.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106327.046875 Penalty: 3438.494141
	Iteration 4F: 3 clusters Score -106327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106406.937500 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -106406.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106459.671875 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -106459.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106531.742188 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -106531.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106635.507812 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -106635.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -106742.500000 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -106742.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106933.257812 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -106933.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -107072.726562 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -107072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107139.476562 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -107139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107234.578125 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -107234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107234.578125 Penalty: 3438.494141
	Iteration 14F: 3 clusters Score -107234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 662 members 
Entering Unmasked Estep 
Score: -212295616.000000 Penalty: 370088.218750
Splitting cluster 24 changes total score from -212296576.000000 to -212295616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (33758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Entering Unmasked Estep 
Score: -3878935.500000 Penalty: 2585.889160
	Iteration 0F: 2 clusters Score -3878936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3855863.000000 Penalty: 5171.778320
	Iteration 0F: 3 clusters Score -3855863 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3864457.250000 Penalty: 5171.778320
	Iteration 1F: 3 clusters Score -3864457 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3865086.750000 Penalty: 5171.778320
	Iteration 2F: 3 clusters Score -3865087 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3865712.000000 Penalty: 5171.778320
	Iteration 3Q: 3 clusters Score -3865712 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3866441.000000 Penalty: 5171.778320
	Iteration 4Q: 3 clusters Score -3866441 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3867344.000000 Penalty: 5171.778320
	Iteration 5F: 3 clusters Score -3867344 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3868539.000000 Penalty: 5171.778320
	Iteration 6F: 3 clusters Score -3868539 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3869802.000000 Penalty: 5171.778320
	Iteration 7F: 3 clusters Score -3869802 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3870991.250000 Penalty: 5171.778320
	Iteration 8F: 3 clusters Score -3870991 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3872031.250000 Penalty: 5171.778320
	Iteration 9Q: 3 clusters Score -3872031 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3872993.750000 Penalty: 5171.778320
	Iteration 10Q: 3 clusters Score -3872994 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3873886.000000 Penalty: 5171.778320
	Iteration 11Q: 3 clusters Score -3873886 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3874637.250000 Penalty: 5171.778320
	Iteration 12Q: 3 clusters Score -3874637 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -3875236.250000 Penalty: 5171.778320
	Iteration 13Q: 3 clusters Score -3875236 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3875690.750000 Penalty: 5171.778320
	Iteration 14Q: 3 clusters Score -3875691 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -3876043.500000 Penalty: 5171.778320
	Iteration 15Q: 3 clusters Score -3876044 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -3876262.750000 Penalty: 5171.778320
	Iteration 16Q: 3 clusters Score -3876263 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3876409.500000 Penalty: 5171.778320
	Iteration 17Q: 3 clusters Score -3876410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3876470.000000 Penalty: 5171.778320
	Iteration 18Q: 3 clusters Score -3876470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3876529.000000 Penalty: 5171.778320
	Iteration 19Q: 3 clusters Score -3876529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3876579.750000 Penalty: 5171.778320
	Iteration 20F: 3 clusters Score -3876580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3876618.750000 Penalty: 5171.778320
	Iteration 21Q: 3 clusters Score -3876619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3876654.750000 Penalty: 5171.778320
	Iteration 22Q: 3 clusters Score -3876655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -3876687.500000 Penalty: 5171.778320
	Iteration 23Q: 3 clusters Score -3876688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -3876706.500000 Penalty: 5171.778320
	Iteration 24Q: 3 clusters Score -3876706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3876710.750000 Penalty: 5171.778320
	Iteration 25Q: 3 clusters Score -3876711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3876716.250000 Penalty: 5171.778320
	Iteration 26Q: 3 clusters Score -3876716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -3876724.250000 Penalty: 5171.778320
	Iteration 27Q: 3 clusters Score -3876724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3876730.250000 Penalty: 5171.778320
	Iteration 28Q: 3 clusters Score -3876730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3876737.500000 Penalty: 5171.778320
	Iteration 29Q: 3 clusters Score -3876738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3876736.500000 Penalty: 5171.778320
	Iteration 30Q: 3 clusters Score -3876736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3876737.250000 Penalty: 5171.778320
	Iteration 31Q: 3 clusters Score -3876737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3876737.250000 Penalty: 5171.778320
	Iteration 32F: 3 clusters Score -3876737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -98570.335938 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -98570.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -96604.695312 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -96604.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97024.992188 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -97024.99 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97190.382812 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -97190.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97308.898438 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -97308.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97415.976562 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -97415.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -97481.929688 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -97481.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97514.257812 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -97514.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97536.312500 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -97536.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97550.820312 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -97550.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97556.054688 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -97556.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97559.539062 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -97559.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97564.289062 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -97564.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97567.242188 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -97567.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97567.242188 Penalty: 3485.548096
	Iteration 13F: 3 clusters Score -97567.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -497386.500000 Penalty: 2090.775391
	Iteration 0F: 2 clusters Score -497386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -493155.562500 Penalty: 4181.550781
	Iteration 0F: 3 clusters Score -493155.6 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -494392.000000 Penalty: 4181.550781
	Iteration 1F: 3 clusters Score -494392 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -495014.156250 Penalty: 4181.550781
	Iteration 2F: 3 clusters Score -495014.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -495471.406250 Penalty: 4181.550781
	Iteration 3F: 3 clusters Score -495471.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -495820.375000 Penalty: 4181.550781
	Iteration 4F: 3 clusters Score -495820.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -496022.656250 Penalty: 4181.550781
	Iteration 5F: 3 clusters Score -496022.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -496163.843750 Penalty: 4181.550781
	Iteration 6Q: 3 clusters Score -496163.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -496265.125000 Penalty: 4181.550781
	Iteration 7Q: 3 clusters Score -496265.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -496357.437500 Penalty: 4181.550781
	Iteration 8Q: 3 clusters Score -496357.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -496445.781250 Penalty: 4181.550781
	Iteration 9Q: 3 clusters Score -496445.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -496512.906250 Penalty: 4181.550781
	Iteration 10Q: 3 clusters Score -496512.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -496557.281250 Penalty: 4181.550781
	Iteration 11Q: 3 clusters Score -496557.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -496589.468750 Penalty: 4181.550781
	Iteration 12Q: 3 clusters Score -496589.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -496616.031250 Penalty: 4181.550781
	Iteration 13Q: 3 clusters Score -496616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -496632.468750 Penalty: 4181.550781
	Iteration 14Q: 3 clusters Score -496632.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -496639.125000 Penalty: 4181.550781
	Iteration 15Q: 3 clusters Score -496639.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -496645.250000 Penalty: 4181.550781
	Iteration 16Q: 3 clusters Score -496645.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -496652.937500 Penalty: 4181.550781
	Iteration 17Q: 3 clusters Score -496652.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -496657.562500 Penalty: 4181.550781
	Iteration 18Q: 3 clusters Score -496657.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -496665.781250 Penalty: 4181.550781
	Iteration 19Q: 3 clusters Score -496665.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -496679.625000 Penalty: 4181.550781
	Iteration 20F: 3 clusters Score -496679.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -496690.812500 Penalty: 4181.550781
	Iteration 21Q: 3 clusters Score -496690.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -496700.093750 Penalty: 4181.550781
	Iteration 22Q: 3 clusters Score -496700.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -496709.312500 Penalty: 4181.550781
	Iteration 23Q: 3 clusters Score -496709.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -496720.937500 Penalty: 4181.550781
	Iteration 24Q: 3 clusters Score -496720.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -496733.468750 Penalty: 4181.550781
	Iteration 25Q: 3 clusters Score -496733.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -496744.718750 Penalty: 4181.550781
	Iteration 26Q: 3 clusters Score -496744.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -496754.937500 Penalty: 4181.550781
	Iteration 27Q: 3 clusters Score -496754.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -496765.718750 Penalty: 4181.550781
	Iteration 28Q: 3 clusters Score -496765.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -496780.718750 Penalty: 4181.550781
	Iteration 29Q: 3 clusters Score -496780.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -496794.656250 Penalty: 4181.550781
	Iteration 30Q: 3 clusters Score -496794.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -496814.156250 Penalty: 4181.550781
	Iteration 31Q: 3 clusters Score -496814.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -496833.125000 Penalty: 4181.550781
	Iteration 32Q: 3 clusters Score -496833.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -496849.968750 Penalty: 4181.550781
	Iteration 33Q: 3 clusters Score -496850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -496865.906250 Penalty: 4181.550781
	Iteration 34Q: 3 clusters Score -496865.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -496874.937500 Penalty: 4181.550781
	Iteration 35Q: 3 clusters Score -496874.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -496890.968750 Penalty: 4181.550781
	Iteration 36Q: 3 clusters Score -496891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -496904.031250 Penalty: 4181.550781
	Iteration 37Q: 3 clusters Score -496904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -496913.843750 Penalty: 4181.550781
	Iteration 38Q: 3 clusters Score -496913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -496923.437500 Penalty: 4181.550781
	Iteration 39Q: 3 clusters Score -496923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -496932.437500 Penalty: 4181.550781
	Iteration 40F: 3 clusters Score -496932.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -496939.531250 Penalty: 4181.550781
	Iteration 41Q: 3 clusters Score -496939.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -496945.875000 Penalty: 4181.550781
	Iteration 42Q: 3 clusters Score -496945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -496951.156250 Penalty: 4181.550781
	Iteration 43Q: 3 clusters Score -496951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -496954.875000 Penalty: 4181.550781
	Iteration 44Q: 3 clusters Score -496954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -496957.625000 Penalty: 4181.550781
	Iteration 45Q: 3 clusters Score -496957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -496957.468750 Penalty: 4181.550781
	Iteration 46Q: 3 clusters Score -496957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -496959.437500 Penalty: 4181.550781
	Iteration 47Q: 3 clusters Score -496959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -496960.718750 Penalty: 4181.550781
	Iteration 48Q: 3 clusters Score -496960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -496961.843750 Penalty: 4181.550781
	Iteration 49Q: 3 clusters Score -496961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -496961.656250 Penalty: 4181.550781
	Iteration 50Q: 3 clusters Score -496961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -496961.656250 Penalty: 4181.550781
	Iteration 51F: 3 clusters Score -496961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -1051197.750000 Penalty: 2268.528809
	Iteration 0F: 2 clusters Score -1051198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1043970.187500 Penalty: 4537.057617
	Iteration 0F: 3 clusters Score -1043970 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1046074.812500 Penalty: 4537.057617
	Iteration 1F: 3 clusters Score -1046075 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1046537.750000 Penalty: 4537.057617
	Iteration 2F: 3 clusters Score -1046538 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1047024.500000 Penalty: 4537.057617
	Iteration 3F: 3 clusters Score -1047024 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1047519.562500 Penalty: 4537.057617
	Iteration 4F: 3 clusters Score -1047520 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1047999.500000 Penalty: 4537.057617
	Iteration 5F: 3 clusters Score -1048000 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1048431.875000 Penalty: 4537.057617
	Iteration 6F: 3 clusters Score -1048432 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1048814.125000 Penalty: 4537.057617
	Iteration 7Q: 3 clusters Score -1048814 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1049173.625000 Penalty: 4537.057617
	Iteration 8Q: 3 clusters Score -1049174 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1049451.750000 Penalty: 4537.057617
	Iteration 9Q: 3 clusters Score -1049452 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1049613.875000 Penalty: 4537.057617
	Iteration 10Q: 3 clusters Score -1049614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1049728.750000 Penalty: 4537.057617
	Iteration 11Q: 3 clusters Score -1049729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1049807.125000 Penalty: 4537.057617
	Iteration 12Q: 3 clusters Score -1049807 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1049885.125000 Penalty: 4537.057617
	Iteration 13Q: 3 clusters Score -1049885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1049956.625000 Penalty: 4537.057617
	Iteration 14Q: 3 clusters Score -1049957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1050006.125000 Penalty: 4537.057617
	Iteration 15Q: 3 clusters Score -1050006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1050033.625000 Penalty: 4537.057617
	Iteration 16Q: 3 clusters Score -1050034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1050052.250000 Penalty: 4537.057617
	Iteration 17Q: 3 clusters Score -1050052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1050064.625000 Penalty: 4537.057617
	Iteration 18Q: 3 clusters Score -1050065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1050071.625000 Penalty: 4537.057617
	Iteration 19Q: 3 clusters Score -1050072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1050080.625000 Penalty: 4537.057617
	Iteration 20F: 3 clusters Score -1050081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1050087.875000 Penalty: 4537.057617
	Iteration 21Q: 3 clusters Score -1050088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1050092.125000 Penalty: 4537.057617
	Iteration 22Q: 3 clusters Score -1050092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1050093.000000 Penalty: 4537.057617
	Iteration 23Q: 3 clusters Score -1050093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1050093.500000 Penalty: 4537.057617
	Iteration 24Q: 3 clusters Score -1050094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1050097.000000 Penalty: 4537.057617
	Iteration 25Q: 3 clusters Score -1050097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1050101.000000 Penalty: 4537.057617
	Iteration 26Q: 3 clusters Score -1050101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1050102.625000 Penalty: 4537.057617
	Iteration 27Q: 3 clusters Score -1050103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1050105.250000 Penalty: 4537.057617
	Iteration 28Q: 3 clusters Score -1050105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1050107.500000 Penalty: 4537.057617
	Iteration 29Q: 3 clusters Score -1050108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1050112.500000 Penalty: 4537.057617
	Iteration 30Q: 3 clusters Score -1050112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1050114.000000 Penalty: 4537.057617
	Iteration 31Q: 3 clusters Score -1050114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1050113.250000 Penalty: 4537.057617
	Iteration 32Q: 3 clusters Score -1050113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1050115.250000 Penalty: 4537.057617
	Iteration 33Q: 3 clusters Score -1050115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1050117.125000 Penalty: 4537.057617
	Iteration 34Q: 3 clusters Score -1050117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1050117.500000 Penalty: 4537.057617
	Iteration 35Q: 3 clusters Score -1050118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1050116.875000 Penalty: 4537.057617
	Iteration 36Q: 3 clusters Score -1050117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1050116.875000 Penalty: 4537.057617
	Iteration 37F: 3 clusters Score -1050117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172257 members 
Entering Unmasked Estep 
Score: -18283086.000000 Penalty: 2990.072266
	Iteration 0F: 2 clusters Score -1.828309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -18167320.000000 Penalty: 5980.144531
	Iteration 0F: 3 clusters Score -1.816732e+07 nChanged 82408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -18215896.000000 Penalty: 5980.144531
	Iteration 1F: 3 clusters Score -1.82159e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -18217942.000000 Penalty: 5980.144531
	Iteration 2Q: 3 clusters Score -1.821794e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -18221512.000000 Penalty: 5980.144531
	Iteration 3Q: 3 clusters Score -1.822151e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -18228126.000000 Penalty: 5980.144531
	Iteration 4F: 3 clusters Score -1.822813e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 127044 members 
Entering Unmasked Estep 
Score: -18238798.000000 Penalty: 5980.144531
	Iteration 5F: 3 clusters Score -1.82388e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 141617 members 
Entering Unmasked Estep 
Score: -18252542.000000 Penalty: 5980.144531
	Iteration 6F: 3 clusters Score -1.825254e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 154713 members 
Entering Unmasked Estep 
Score: -18265884.000000 Penalty: 5980.144531
	Iteration 7F: 3 clusters Score -1.826588e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -18274030.000000 Penalty: 5980.144531
	Iteration 8Q: 3 clusters Score -1.827403e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -18277788.000000 Penalty: 5980.144531
	Iteration 9Q: 3 clusters Score -1.827779e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 169453 members 
Entering Unmasked Estep 
Score: -18279342.000000 Penalty: 5980.144531
	Iteration 10Q: 3 clusters Score -1.827934e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -18280086.000000 Penalty: 5980.144531
	Iteration 11Q: 3 clusters Score -1.828009e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 170554 members 
Entering Unmasked Estep 
Score: -18280578.000000 Penalty: 5980.144531
	Iteration 12Q: 3 clusters Score -1.828058e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -18280910.000000 Penalty: 5980.144531
	Iteration 13Q: 3 clusters Score -1.828091e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -18281140.000000 Penalty: 5980.144531
	Iteration 14Q: 3 clusters Score -1.828114e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 170693 members 
Entering Unmasked Estep 
Score: -18281372.000000 Penalty: 5980.144531
	Iteration 15Q: 3 clusters Score -1.828137e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 170664 members 
Entering Unmasked Estep 
Score: -18281528.000000 Penalty: 5980.144531
	Iteration 16Q: 3 clusters Score -1.828153e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -18281624.000000 Penalty: 5980.144531
	Iteration 17Q: 3 clusters Score -1.828162e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 170577 members 
Entering Unmasked Estep 
Score: -18281684.000000 Penalty: 5980.144531
	Iteration 18Q: 3 clusters Score -1.828168e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -18281734.000000 Penalty: 5980.144531
	Iteration 19Q: 3 clusters Score -1.828173e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -18281798.000000 Penalty: 5980.144531
	Iteration 20F: 3 clusters Score -1.82818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 170494 members 
Entering Unmasked Estep 
Score: -18281858.000000 Penalty: 5980.144531
	Iteration 21Q: 3 clusters Score -1.828186e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 170485 members 
Entering Unmasked Estep 
Score: -18281886.000000 Penalty: 5980.144531
	Iteration 22Q: 3 clusters Score -1.828189e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -18281928.000000 Penalty: 5980.144531
	Iteration 23Q: 3 clusters Score -1.828193e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 170449 members 
Entering Unmasked Estep 
Score: -18281986.000000 Penalty: 5980.144531
	Iteration 24Q: 3 clusters Score -1.828199e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -18282042.000000 Penalty: 5980.144531
	Iteration 25Q: 3 clusters Score -1.828204e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -18282094.000000 Penalty: 5980.144531
	Iteration 26Q: 3 clusters Score -1.828209e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 170432 members 
Entering Unmasked Estep 
Score: -18282102.000000 Penalty: 5980.144531
	Iteration 27Q: 3 clusters Score -1.82821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -18282100.000000 Penalty: 5980.144531
	Iteration 28Q: 3 clusters Score -1.82821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -18282126.000000 Penalty: 5980.144531
	Iteration 29Q: 3 clusters Score -1.828213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 170410 members 
Entering Unmasked Estep 
Score: -18282140.000000 Penalty: 5980.144531
	Iteration 30Q: 3 clusters Score -1.828214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -18282140.000000 Penalty: 5980.144531
	Iteration 31Q: 3 clusters Score -1.828214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -18282162.000000 Penalty: 5980.144531
	Iteration 32Q: 3 clusters Score -1.828216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -18282138.000000 Penalty: 5980.144531
	Iteration 33Q: 3 clusters Score -1.828214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -18282160.000000 Penalty: 5980.144531
	Iteration 34Q: 3 clusters Score -1.828216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -18282166.000000 Penalty: 5980.144531
	Iteration 35Q: 3 clusters Score -1.828217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 170377 members 
Entering Unmasked Estep 
Score: -18282158.000000 Penalty: 5980.144531
	Iteration 36Q: 3 clusters Score -1.828216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -18282168.000000 Penalty: 5980.144531
	Iteration 37Q: 3 clusters Score -1.828217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 170373 members 
Entering Unmasked Estep 
Score: -18282166.000000 Penalty: 5980.144531
	Iteration 38Q: 3 clusters Score -1.828217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -18282166.000000 Penalty: 5980.144531
	Iteration 39Q: 3 clusters Score -1.828217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -18282172.000000 Penalty: 5980.144531
	Iteration 40F: 3 clusters Score -1.828217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -18282170.000000 Penalty: 5980.144531
	Iteration 41Q: 3 clusters Score -1.828217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -18282164.000000 Penalty: 5980.144531
	Iteration 42Q: 3 clusters Score -1.828216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -18282182.000000 Penalty: 5980.144531
	Iteration 43Q: 3 clusters Score -1.828218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -18282190.000000 Penalty: 5980.144531
	Iteration 44Q: 3 clusters Score -1.828219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -18282186.000000 Penalty: 5980.144531
	Iteration 45Q: 3 clusters Score -1.828219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -18282188.000000 Penalty: 5980.144531
	Iteration 46Q: 3 clusters Score -1.828219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 170361 members 
Entering Unmasked Estep 
Score: -18282188.000000 Penalty: 5980.144531
	Iteration 47Q: 3 clusters Score -1.828219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -18282184.000000 Penalty: 5980.144531
	Iteration 48Q: 3 clusters Score -1.828218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 170355 members 
Entering Unmasked Estep 
Score: -18282178.000000 Penalty: 5980.144531
	Iteration 49Q: 3 clusters Score -1.828218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -18282188.000000 Penalty: 5980.144531
	Iteration 50Q: 3 clusters Score -1.828219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -18282176.000000 Penalty: 5980.144531
	Iteration 51Q: 3 clusters Score -1.828218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 170344 members 
Entering Unmasked Estep 
Score: -18282184.000000 Penalty: 5980.144531
	Iteration 52Q: 3 clusters Score -1.828218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -18282184.000000 Penalty: 5980.144531
	Iteration 53Q: 3 clusters Score -1.828218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -18282186.000000 Penalty: 5980.144531
	Iteration 54Q: 3 clusters Score -1.828219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -18282182.000000 Penalty: 5980.144531
	Iteration 55Q: 3 clusters Score -1.828218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 170338 members 
Entering Unmasked Estep 
Score: -18282188.000000 Penalty: 5980.144531
	Iteration 56Q: 3 clusters Score -1.828219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -18282190.000000 Penalty: 5980.144531
	Iteration 57Q: 3 clusters Score -1.828219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -18282190.000000 Penalty: 5980.144531
	Iteration 58F: 3 clusters Score -1.828219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -997747.687500 Penalty: 2266.939209
	Iteration 0F: 2 clusters Score -997747.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -990419.625000 Penalty: 4533.878418
	Iteration 0F: 3 clusters Score -990419.6 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -992468.000000 Penalty: 4533.878418
	Iteration 1F: 3 clusters Score -992468 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -992765.125000 Penalty: 4533.878418
	Iteration 2F: 3 clusters Score -992765.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -993013.937500 Penalty: 4533.878418
	Iteration 3F: 3 clusters Score -993013.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -993191.187500 Penalty: 4533.878418
	Iteration 4Q: 3 clusters Score -993191.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -993346.312500 Penalty: 4533.878418
	Iteration 5Q: 3 clusters Score -993346.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -993514.187500 Penalty: 4533.878418
	Iteration 6Q: 3 clusters Score -993514.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -993660.312500 Penalty: 4533.878418
	Iteration 7Q: 3 clusters Score -993660.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -993810.500000 Penalty: 4533.878418
	Iteration 8Q: 3 clusters Score -993810.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -993946.812500 Penalty: 4533.878418
	Iteration 9Q: 3 clusters Score -993946.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -994066.562500 Penalty: 4533.878418
	Iteration 10Q: 3 clusters Score -994066.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -994187.375000 Penalty: 4533.878418
	Iteration 11Q: 3 clusters Score -994187.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -994334.062500 Penalty: 4533.878418
	Iteration 12Q: 3 clusters Score -994334.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -994499.625000 Penalty: 4533.878418
	Iteration 13Q: 3 clusters Score -994499.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -994663.812500 Penalty: 4533.878418
	Iteration 14Q: 3 clusters Score -994663.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -994835.750000 Penalty: 4533.878418
	Iteration 15Q: 3 clusters Score -994835.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -994979.625000 Penalty: 4533.878418
	Iteration 16Q: 3 clusters Score -994979.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -995106.187500 Penalty: 4533.878418
	Iteration 17Q: 3 clusters Score -995106.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -995235.187500 Penalty: 4533.878418
	Iteration 18Q: 3 clusters Score -995235.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -995349.625000 Penalty: 4533.878418
	Iteration 19Q: 3 clusters Score -995349.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -995449.187500 Penalty: 4533.878418
	Iteration 20F: 3 clusters Score -995449.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -995531.875000 Penalty: 4533.878418
	Iteration 21Q: 3 clusters Score -995531.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -995590.250000 Penalty: 4533.878418
	Iteration 22Q: 3 clusters Score -995590.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -995623.562500 Penalty: 4533.878418
	Iteration 23Q: 3 clusters Score -995623.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -995655.250000 Penalty: 4533.878418
	Iteration 24Q: 3 clusters Score -995655.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -995681.687500 Penalty: 4533.878418
	Iteration 25Q: 3 clusters Score -995681.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -995702.312500 Penalty: 4533.878418
	Iteration 26Q: 3 clusters Score -995702.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -995722.937500 Penalty: 4533.878418
	Iteration 27Q: 3 clusters Score -995722.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -995737.250000 Penalty: 4533.878418
	Iteration 28Q: 3 clusters Score -995737.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -995752.000000 Penalty: 4533.878418
	Iteration 29Q: 3 clusters Score -995752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -995757.437500 Penalty: 4533.878418
	Iteration 30Q: 3 clusters Score -995757.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -995771.750000 Penalty: 4533.878418
	Iteration 31Q: 3 clusters Score -995771.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -995778.250000 Penalty: 4533.878418
	Iteration 32Q: 3 clusters Score -995778.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -995786.375000 Penalty: 4533.878418
	Iteration 33Q: 3 clusters Score -995786.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -995794.125000 Penalty: 4533.878418
	Iteration 34Q: 3 clusters Score -995794.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -995800.750000 Penalty: 4533.878418
	Iteration 35Q: 3 clusters Score -995800.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -995805.562500 Penalty: 4533.878418
	Iteration 36Q: 3 clusters Score -995805.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -995812.000000 Penalty: 4533.878418
	Iteration 37Q: 3 clusters Score -995812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -995814.125000 Penalty: 4533.878418
	Iteration 38Q: 3 clusters Score -995814.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -995817.000000 Penalty: 4533.878418
	Iteration 39Q: 3 clusters Score -995817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -995822.000000 Penalty: 4533.878418
	Iteration 40F: 3 clusters Score -995822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -995824.437500 Penalty: 4533.878418
	Iteration 41Q: 3 clusters Score -995824.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -995831.937500 Penalty: 4533.878418
	Iteration 42Q: 3 clusters Score -995831.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -995839.937500 Penalty: 4533.878418
	Iteration 43Q: 3 clusters Score -995839.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -995854.437500 Penalty: 4533.878418
	Iteration 44Q: 3 clusters Score -995854.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -995872.812500 Penalty: 4533.878418
	Iteration 45Q: 3 clusters Score -995872.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -995894.187500 Penalty: 4533.878418
	Iteration 46Q: 3 clusters Score -995894.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -995930.000000 Penalty: 4533.878418
	Iteration 47Q: 3 clusters Score -995930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -995965.437500 Penalty: 4533.878418
	Iteration 48Q: 3 clusters Score -995965.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -996002.187500 Penalty: 4533.878418
	Iteration 49Q: 3 clusters Score -996002.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -996046.812500 Penalty: 4533.878418
	Iteration 50Q: 3 clusters Score -996046.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -996097.062500 Penalty: 4533.878418
	Iteration 51Q: 3 clusters Score -996097.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -996124.437500 Penalty: 4533.878418
	Iteration 52Q: 3 clusters Score -996124.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -996148.937500 Penalty: 4533.878418
	Iteration 53Q: 3 clusters Score -996148.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -996166.125000 Penalty: 4533.878418
	Iteration 54Q: 3 clusters Score -996166.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -996176.125000 Penalty: 4533.878418
	Iteration 55Q: 3 clusters Score -996176.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -996185.312500 Penalty: 4533.878418
	Iteration 56Q: 3 clusters Score -996185.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -996190.375000 Penalty: 4533.878418
	Iteration 57Q: 3 clusters Score -996190.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -996198.250000 Penalty: 4533.878418
	Iteration 58Q: 3 clusters Score -996198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -996206.687500 Penalty: 4533.878418
	Iteration 59Q: 3 clusters Score -996206.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -996210.937500 Penalty: 4533.878418
	Iteration 60F: 3 clusters Score -996210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -996208.187500 Penalty: 4533.878418
	Iteration 61Q: 3 clusters Score -996208.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -996211.875000 Penalty: 4533.878418
	Iteration 62Q: 3 clusters Score -996211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -996214.125000 Penalty: 4533.878418
	Iteration 63Q: 3 clusters Score -996214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -996215.875000 Penalty: 4533.878418
	Iteration 64Q: 3 clusters Score -996215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -996217.750000 Penalty: 4533.878418
	Iteration 65Q: 3 clusters Score -996217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -996221.375000 Penalty: 4533.878418
	Iteration 66Q: 3 clusters Score -996221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -996221.812500 Penalty: 4533.878418
	Iteration 67Q: 3 clusters Score -996221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -996224.562500 Penalty: 4533.878418
	Iteration 68Q: 3 clusters Score -996224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -996227.187500 Penalty: 4533.878418
	Iteration 69Q: 3 clusters Score -996227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -996225.750000 Penalty: 4533.878418
	Iteration 70Q: 3 clusters Score -996225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -996227.562500 Penalty: 4533.878418
	Iteration 71Q: 3 clusters Score -996227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -996228.250000 Penalty: 4533.878418
	Iteration 72Q: 3 clusters Score -996228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -996228.375000 Penalty: 4533.878418
	Iteration 73Q: 3 clusters Score -996228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -996228.437500 Penalty: 4533.878418
	Iteration 74Q: 3 clusters Score -996228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -996228.625000 Penalty: 4533.878418
	Iteration 75Q: 3 clusters Score -996228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -996229.500000 Penalty: 4533.878418
	Iteration 76Q: 3 clusters Score -996229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -996229.500000 Penalty: 4533.878418
	Iteration 77Q: 3 clusters Score -996229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -996229.562500 Penalty: 4533.878418
	Iteration 78Q: 3 clusters Score -996229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -996230.750000 Penalty: 4533.878418
	Iteration 79Q: 3 clusters Score -996230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -996231.375000 Penalty: 4533.878418
	Iteration 80F: 3 clusters Score -996231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -996231.187500 Penalty: 4533.878418
	Iteration 81Q: 3 clusters Score -996231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -996232.750000 Penalty: 4533.878418
	Iteration 82Q: 3 clusters Score -996232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -996232.750000 Penalty: 4533.878418
	Iteration 83F: 3 clusters Score -996232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Entering Unmasked Estep 
Score: -1437058.250000 Penalty: 2342.030762
	Iteration 0F: 2 clusters Score -1437058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1427731.750000 Penalty: 4684.061523
	Iteration 0F: 3 clusters Score -1427732 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1430547.750000 Penalty: 4684.061523
	Iteration 1F: 3 clusters Score -1430548 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1430899.500000 Penalty: 4684.061523
	Iteration 2F: 3 clusters Score -1430900 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1431228.750000 Penalty: 4684.061523
	Iteration 3F: 3 clusters Score -1431229 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1431562.375000 Penalty: 4684.061523
	Iteration 4F: 3 clusters Score -1431562 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1431877.375000 Penalty: 4684.061523
	Iteration 5Q: 3 clusters Score -1431877 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1432171.375000 Penalty: 4684.061523
	Iteration 6Q: 3 clusters Score -1432171 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1432454.875000 Penalty: 4684.061523
	Iteration 7Q: 3 clusters Score -1432455 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1432670.875000 Penalty: 4684.061523
	Iteration 8Q: 3 clusters Score -1432671 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1432852.625000 Penalty: 4684.061523
	Iteration 9Q: 3 clusters Score -1432853 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1432992.375000 Penalty: 4684.061523
	Iteration 10Q: 3 clusters Score -1432992 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1433110.875000 Penalty: 4684.061523
	Iteration 11Q: 3 clusters Score -1433111 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1433221.125000 Penalty: 4684.061523
	Iteration 12Q: 3 clusters Score -1433221 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1433296.000000 Penalty: 4684.061523
	Iteration 13Q: 3 clusters Score -1433296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1433376.375000 Penalty: 4684.061523
	Iteration 14Q: 3 clusters Score -1433376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1433438.000000 Penalty: 4684.061523
	Iteration 15Q: 3 clusters Score -1433438 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1433507.500000 Penalty: 4684.061523
	Iteration 16Q: 3 clusters Score -1433508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1433567.250000 Penalty: 4684.061523
	Iteration 17Q: 3 clusters Score -1433567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1433630.000000 Penalty: 4684.061523
	Iteration 18Q: 3 clusters Score -1433630 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1433682.875000 Penalty: 4684.061523
	Iteration 19Q: 3 clusters Score -1433683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1433743.375000 Penalty: 4684.061523
	Iteration 20F: 3 clusters Score -1433743 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1433796.500000 Penalty: 4684.061523
	Iteration 21Q: 3 clusters Score -1433796 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1433853.500000 Penalty: 4684.061523
	Iteration 22Q: 3 clusters Score -1433854 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1433920.500000 Penalty: 4684.061523
	Iteration 23Q: 3 clusters Score -1433920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1434006.000000 Penalty: 4684.061523
	Iteration 24Q: 3 clusters Score -1434006 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1434091.500000 Penalty: 4684.061523
	Iteration 25Q: 3 clusters Score -1434092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1434181.000000 Penalty: 4684.061523
	Iteration 26Q: 3 clusters Score -1434181 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1434260.125000 Penalty: 4684.061523
	Iteration 27Q: 3 clusters Score -1434260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1434326.250000 Penalty: 4684.061523
	Iteration 28Q: 3 clusters Score -1434326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1434390.750000 Penalty: 4684.061523
	Iteration 29Q: 3 clusters Score -1434391 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1434447.875000 Penalty: 4684.061523
	Iteration 30Q: 3 clusters Score -1434448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1434495.500000 Penalty: 4684.061523
	Iteration 31Q: 3 clusters Score -1434496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1434546.125000 Penalty: 4684.061523
	Iteration 32Q: 3 clusters Score -1434546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1434591.375000 Penalty: 4684.061523
	Iteration 33Q: 3 clusters Score -1434591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1434626.500000 Penalty: 4684.061523
	Iteration 34Q: 3 clusters Score -1434626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1434647.750000 Penalty: 4684.061523
	Iteration 35Q: 3 clusters Score -1434648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1434671.250000 Penalty: 4684.061523
	Iteration 36Q: 3 clusters Score -1434671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1434690.125000 Penalty: 4684.061523
	Iteration 37Q: 3 clusters Score -1434690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1434701.000000 Penalty: 4684.061523
	Iteration 38Q: 3 clusters Score -1434701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1434715.500000 Penalty: 4684.061523
	Iteration 39Q: 3 clusters Score -1434716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1434734.750000 Penalty: 4684.061523
	Iteration 40F: 3 clusters Score -1434735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1434748.875000 Penalty: 4684.061523
	Iteration 41Q: 3 clusters Score -1434749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1434764.000000 Penalty: 4684.061523
	Iteration 42Q: 3 clusters Score -1434764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1434778.125000 Penalty: 4684.061523
	Iteration 43Q: 3 clusters Score -1434778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1434790.875000 Penalty: 4684.061523
	Iteration 44Q: 3 clusters Score -1434791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1434808.000000 Penalty: 4684.061523
	Iteration 45Q: 3 clusters Score -1434808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1434818.500000 Penalty: 4684.061523
	Iteration 46Q: 3 clusters Score -1434818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1434828.875000 Penalty: 4684.061523
	Iteration 47Q: 3 clusters Score -1434829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1434837.750000 Penalty: 4684.061523
	Iteration 48Q: 3 clusters Score -1434838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1434847.125000 Penalty: 4684.061523
	Iteration 49Q: 3 clusters Score -1434847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1434858.625000 Penalty: 4684.061523
	Iteration 50Q: 3 clusters Score -1434859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1434864.000000 Penalty: 4684.061523
	Iteration 51Q: 3 clusters Score -1434864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1434869.625000 Penalty: 4684.061523
	Iteration 52Q: 3 clusters Score -1434870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1434878.125000 Penalty: 4684.061523
	Iteration 53Q: 3 clusters Score -1434878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1434880.375000 Penalty: 4684.061523
	Iteration 54Q: 3 clusters Score -1434880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1434884.625000 Penalty: 4684.061523
	Iteration 55Q: 3 clusters Score -1434885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1434888.875000 Penalty: 4684.061523
	Iteration 56Q: 3 clusters Score -1434889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1434892.875000 Penalty: 4684.061523
	Iteration 57Q: 3 clusters Score -1434893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1434894.625000 Penalty: 4684.061523
	Iteration 58Q: 3 clusters Score -1434895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1434893.750000 Penalty: 4684.061523
	Iteration 59Q: 3 clusters Score -1434894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1434894.125000 Penalty: 4684.061523
	Iteration 60F: 3 clusters Score -1434894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1434892.875000 Penalty: 4684.061523
	Iteration 61Q: 3 clusters Score -1434893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1434893.500000 Penalty: 4684.061523
	Iteration 62Q: 3 clusters Score -1434894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1434893.500000 Penalty: 4684.061523
	Iteration 63F: 3 clusters Score -1434894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Entering Unmasked Estep 
Score: -1096925.875000 Penalty: 2325.464111
	Iteration 0F: 2 clusters Score -1096926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1088074.125000 Penalty: 4650.928223
	Iteration 0F: 3 clusters Score -1088074 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1091165.375000 Penalty: 4650.928223
	Iteration 1F: 3 clusters Score -1091165 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1091866.375000 Penalty: 4650.928223
	Iteration 2F: 3 clusters Score -1091866 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1092449.500000 Penalty: 4650.928223
	Iteration 3F: 3 clusters Score -1092450 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1092883.250000 Penalty: 4650.928223
	Iteration 4F: 3 clusters Score -1092883 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1093178.125000 Penalty: 4650.928223
	Iteration 5Q: 3 clusters Score -1093178 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1093406.750000 Penalty: 4650.928223
	Iteration 6Q: 3 clusters Score -1093407 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1093574.250000 Penalty: 4650.928223
	Iteration 7Q: 3 clusters Score -1093574 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1093723.625000 Penalty: 4650.928223
	Iteration 8Q: 3 clusters Score -1093724 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1093884.000000 Penalty: 4650.928223
	Iteration 9Q: 3 clusters Score -1093884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1094024.500000 Penalty: 4650.928223
	Iteration 10Q: 3 clusters Score -1094024 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1094142.375000 Penalty: 4650.928223
	Iteration 11Q: 3 clusters Score -1094142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1094245.625000 Penalty: 4650.928223
	Iteration 12Q: 3 clusters Score -1094246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1094329.125000 Penalty: 4650.928223
	Iteration 13Q: 3 clusters Score -1094329 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1094416.250000 Penalty: 4650.928223
	Iteration 14Q: 3 clusters Score -1094416 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1094510.750000 Penalty: 4650.928223
	Iteration 15Q: 3 clusters Score -1094511 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1094594.875000 Penalty: 4650.928223
	Iteration 16Q: 3 clusters Score -1094595 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1094668.625000 Penalty: 4650.928223
	Iteration 17Q: 3 clusters Score -1094669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1094729.250000 Penalty: 4650.928223
	Iteration 18Q: 3 clusters Score -1094729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1094781.750000 Penalty: 4650.928223
	Iteration 19Q: 3 clusters Score -1094782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1094833.250000 Penalty: 4650.928223
	Iteration 20F: 3 clusters Score -1094833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1094885.500000 Penalty: 4650.928223
	Iteration 21Q: 3 clusters Score -1094886 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1094939.500000 Penalty: 4650.928223
	Iteration 22Q: 3 clusters Score -1094940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1094981.500000 Penalty: 4650.928223
	Iteration 23Q: 3 clusters Score -1094982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1095021.000000 Penalty: 4650.928223
	Iteration 24Q: 3 clusters Score -1095021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1095058.125000 Penalty: 4650.928223
	Iteration 25Q: 3 clusters Score -1095058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1095097.250000 Penalty: 4650.928223
	Iteration 26Q: 3 clusters Score -1095097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1095129.000000 Penalty: 4650.928223
	Iteration 27Q: 3 clusters Score -1095129 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1095162.750000 Penalty: 4650.928223
	Iteration 28Q: 3 clusters Score -1095163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1095189.250000 Penalty: 4650.928223
	Iteration 29Q: 3 clusters Score -1095189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1095213.750000 Penalty: 4650.928223
	Iteration 30Q: 3 clusters Score -1095214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1095239.250000 Penalty: 4650.928223
	Iteration 31Q: 3 clusters Score -1095239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1095260.000000 Penalty: 4650.928223
	Iteration 32Q: 3 clusters Score -1095260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1095281.000000 Penalty: 4650.928223
	Iteration 33Q: 3 clusters Score -1095281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1095290.375000 Penalty: 4650.928223
	Iteration 34Q: 3 clusters Score -1095290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1095310.750000 Penalty: 4650.928223
	Iteration 35Q: 3 clusters Score -1095311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1095324.375000 Penalty: 4650.928223
	Iteration 36Q: 3 clusters Score -1095324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1095336.250000 Penalty: 4650.928223
	Iteration 37Q: 3 clusters Score -1095336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1095345.875000 Penalty: 4650.928223
	Iteration 38Q: 3 clusters Score -1095346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1095348.750000 Penalty: 4650.928223
	Iteration 39Q: 3 clusters Score -1095349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1095354.000000 Penalty: 4650.928223
	Iteration 40F: 3 clusters Score -1095354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1095362.625000 Penalty: 4650.928223
	Iteration 41Q: 3 clusters Score -1095363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1095375.625000 Penalty: 4650.928223
	Iteration 42Q: 3 clusters Score -1095376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1095381.500000 Penalty: 4650.928223
	Iteration 43Q: 3 clusters Score -1095382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1095383.375000 Penalty: 4650.928223
	Iteration 44Q: 3 clusters Score -1095383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1095386.875000 Penalty: 4650.928223
	Iteration 45Q: 3 clusters Score -1095387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1095397.375000 Penalty: 4650.928223
	Iteration 46Q: 3 clusters Score -1095397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1095401.875000 Penalty: 4650.928223
	Iteration 47Q: 3 clusters Score -1095402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1095407.875000 Penalty: 4650.928223
	Iteration 48Q: 3 clusters Score -1095408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1095418.625000 Penalty: 4650.928223
	Iteration 49Q: 3 clusters Score -1095419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1095427.625000 Penalty: 4650.928223
	Iteration 50Q: 3 clusters Score -1095428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1095434.250000 Penalty: 4650.928223
	Iteration 51Q: 3 clusters Score -1095434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1095436.125000 Penalty: 4650.928223
	Iteration 52Q: 3 clusters Score -1095436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1095438.375000 Penalty: 4650.928223
	Iteration 53Q: 3 clusters Score -1095438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1095440.625000 Penalty: 4650.928223
	Iteration 54Q: 3 clusters Score -1095441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1095443.750000 Penalty: 4650.928223
	Iteration 55Q: 3 clusters Score -1095444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1095444.375000 Penalty: 4650.928223
	Iteration 56Q: 3 clusters Score -1095444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1095445.125000 Penalty: 4650.928223
	Iteration 57Q: 3 clusters Score -1095445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1095445.125000 Penalty: 4650.928223
	Iteration 58Q: 3 clusters Score -1095445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1095445.125000 Penalty: 4650.928223
	Iteration 59F: 3 clusters Score -1095445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (132728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132728 members 
Entering Unmasked Estep 
Score: -15398093.000000 Penalty: 2925.422119
	Iteration 0F: 2 clusters Score -1.539809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -15309084.000000 Penalty: 5850.844238
	Iteration 0F: 3 clusters Score -1.530908e+07 nChanged 63413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -15346367.000000 Penalty: 5850.844238
	Iteration 1F: 3 clusters Score -1.534637e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -15347819.000000 Penalty: 5850.844238
	Iteration 2Q: 3 clusters Score -1.534782e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -15349647.000000 Penalty: 5850.844238
	Iteration 3Q: 3 clusters Score -1.534965e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -15352037.000000 Penalty: 5850.844238
	Iteration 4Q: 3 clusters Score -1.535204e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -15355450.000000 Penalty: 5850.844238
	Iteration 5F: 3 clusters Score -1.535545e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -15360244.000000 Penalty: 5850.844238
	Iteration 6F: 3 clusters Score -1.536024e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -15366270.000000 Penalty: 5850.844238
	Iteration 7F: 3 clusters Score -1.536627e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -15373364.000000 Penalty: 5850.844238
	Iteration 8F: 3 clusters Score -1.537336e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -15380831.000000 Penalty: 5850.844238
	Iteration 9F: 3 clusters Score -1.538083e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -15387213.000000 Penalty: 5850.844238
	Iteration 10F: 3 clusters Score -1.538721e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 127739 members 
Entering Unmasked Estep 
Score: -15391424.000000 Penalty: 5850.844238
	Iteration 11Q: 3 clusters Score -1.539142e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -15393731.000000 Penalty: 5850.844238
	Iteration 12Q: 3 clusters Score -1.539373e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 131507 members 
Entering Unmasked Estep 
Score: -15394767.000000 Penalty: 5850.844238
	Iteration 13Q: 3 clusters Score -1.539477e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 131931 members 
Entering Unmasked Estep 
Score: -15395139.000000 Penalty: 5850.844238
	Iteration 14Q: 3 clusters Score -1.539514e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 132101 members 
Entering Unmasked Estep 
Score: -15395267.000000 Penalty: 5850.844238
	Iteration 15Q: 3 clusters Score -1.539527e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -15395352.000000 Penalty: 5850.844238
	Iteration 16Q: 3 clusters Score -1.539535e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 132232 members 
Entering Unmasked Estep 
Score: -15395423.000000 Penalty: 5850.844238
	Iteration 17Q: 3 clusters Score -1.539542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 132269 members 
Entering Unmasked Estep 
Score: -15395468.000000 Penalty: 5850.844238
	Iteration 18Q: 3 clusters Score -1.539547e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -15395536.000000 Penalty: 5850.844238
	Iteration 19Q: 3 clusters Score -1.539554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -15395563.000000 Penalty: 5850.844238
	Iteration 20F: 3 clusters Score -1.539556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -15395570.000000 Penalty: 5850.844238
	Iteration 21Q: 3 clusters Score -1.539557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -15395589.000000 Penalty: 5850.844238
	Iteration 22Q: 3 clusters Score -1.539559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -15395582.000000 Penalty: 5850.844238
	Iteration 23Q: 3 clusters Score -1.539558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -15395600.000000 Penalty: 5850.844238
	Iteration 24Q: 3 clusters Score -1.53956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -15395607.000000 Penalty: 5850.844238
	Iteration 25Q: 3 clusters Score -1.539561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -15395628.000000 Penalty: 5850.844238
	Iteration 26Q: 3 clusters Score -1.539563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -15395629.000000 Penalty: 5850.844238
	Iteration 27Q: 3 clusters Score -1.539563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15395623.000000 Penalty: 5850.844238
	Iteration 28Q: 3 clusters Score -1.539562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15395623.000000 Penalty: 5850.844238
	Iteration 29F: 3 clusters Score -1.539562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (140815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140815 members 
Entering Unmasked Estep 
Score: -16236254.000000 Penalty: 2940.090332
	Iteration 0F: 2 clusters Score -1.623625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -16141710.000000 Penalty: 5880.180664
	Iteration 0F: 3 clusters Score -1.614171e+07 nChanged 67241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -16180944.000000 Penalty: 5880.180664
	Iteration 1F: 3 clusters Score -1.618094e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -16182113.000000 Penalty: 5880.180664
	Iteration 2Q: 3 clusters Score -1.618211e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -16184142.000000 Penalty: 5880.180664
	Iteration 3Q: 3 clusters Score -1.618414e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -16187843.000000 Penalty: 5880.180664
	Iteration 4F: 3 clusters Score -1.618784e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -16195020.000000 Penalty: 5880.180664
	Iteration 5F: 3 clusters Score -1.619502e+07 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 113398 members 
Entering Unmasked Estep 
Score: -16206095.000000 Penalty: 5880.180664
	Iteration 6F: 3 clusters Score -1.62061e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 126229 members 
Entering Unmasked Estep 
Score: -16219312.000000 Penalty: 5880.180664
	Iteration 7F: 3 clusters Score -1.621931e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 134981 members 
Entering Unmasked Estep 
Score: -16228258.000000 Penalty: 5880.180664
	Iteration 8F: 3 clusters Score -1.622826e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 138892 members 
Entering Unmasked Estep 
Score: -16232018.000000 Penalty: 5880.180664
	Iteration 9Q: 3 clusters Score -1.623202e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -16233107.000000 Penalty: 5880.180664
	Iteration 10Q: 3 clusters Score -1.623311e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 140419 members 
Entering Unmasked Estep 
Score: -16233374.000000 Penalty: 5880.180664
	Iteration 11Q: 3 clusters Score -1.623337e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 140515 members 
Entering Unmasked Estep 
Score: -16233516.000000 Penalty: 5880.180664
	Iteration 12Q: 3 clusters Score -1.623352e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 140557 members 
Entering Unmasked Estep 
Score: -16233589.000000 Penalty: 5880.180664
	Iteration 13Q: 3 clusters Score -1.623359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 140566 members 
Entering Unmasked Estep 
Score: -16233619.000000 Penalty: 5880.180664
	Iteration 14Q: 3 clusters Score -1.623362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -16233661.000000 Penalty: 5880.180664
	Iteration 15Q: 3 clusters Score -1.623366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -16233675.000000 Penalty: 5880.180664
	Iteration 16Q: 3 clusters Score -1.623368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -16233691.000000 Penalty: 5880.180664
	Iteration 17Q: 3 clusters Score -1.623369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 140600 members 
Entering Unmasked Estep 
Score: -16233699.000000 Penalty: 5880.180664
	Iteration 18Q: 3 clusters Score -1.62337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -16233692.000000 Penalty: 5880.180664
	Iteration 19Q: 3 clusters Score -1.623369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -16233692.000000 Penalty: 5880.180664
	Iteration 20F: 3 clusters Score -1.623369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (24968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Entering Unmasked Estep 
Score: -2579633.750000 Penalty: 2511.086914
	Iteration 0F: 2 clusters Score -2579634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2562457.750000 Penalty: 5022.173828
	Iteration 0F: 3 clusters Score -2562458 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2569233.500000 Penalty: 5022.173828
	Iteration 1F: 3 clusters Score -2569234 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2570623.000000 Penalty: 5022.173828
	Iteration 2F: 3 clusters Score -2570623 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2572048.000000 Penalty: 5022.173828
	Iteration 3F: 3 clusters Score -2572048 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2573455.500000 Penalty: 5022.173828
	Iteration 4F: 3 clusters Score -2573456 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2574544.000000 Penalty: 5022.173828
	Iteration 5F: 3 clusters Score -2574544 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2575295.250000 Penalty: 5022.173828
	Iteration 6F: 3 clusters Score -2575295 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2575799.250000 Penalty: 5022.173828
	Iteration 7Q: 3 clusters Score -2575799 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2576225.500000 Penalty: 5022.173828
	Iteration 8Q: 3 clusters Score -2576226 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2576641.250000 Penalty: 5022.173828
	Iteration 9Q: 3 clusters Score -2576641 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2577051.500000 Penalty: 5022.173828
	Iteration 10Q: 3 clusters Score -2577052 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2577508.000000 Penalty: 5022.173828
	Iteration 11Q: 3 clusters Score -2577508 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2577926.250000 Penalty: 5022.173828
	Iteration 12Q: 3 clusters Score -2577926 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2578270.250000 Penalty: 5022.173828
	Iteration 13Q: 3 clusters Score -2578270 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2578559.000000 Penalty: 5022.173828
	Iteration 14Q: 3 clusters Score -2578559 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2578707.750000 Penalty: 5022.173828
	Iteration 15Q: 3 clusters Score -2578708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2578800.750000 Penalty: 5022.173828
	Iteration 16Q: 3 clusters Score -2578801 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2578858.500000 Penalty: 5022.173828
	Iteration 17Q: 3 clusters Score -2578858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2578904.000000 Penalty: 5022.173828
	Iteration 18Q: 3 clusters Score -2578904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2578925.500000 Penalty: 5022.173828
	Iteration 19Q: 3 clusters Score -2578926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2578948.000000 Penalty: 5022.173828
	Iteration 20F: 3 clusters Score -2578948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2578967.500000 Penalty: 5022.173828
	Iteration 21Q: 3 clusters Score -2578968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2578983.500000 Penalty: 5022.173828
	Iteration 22Q: 3 clusters Score -2578984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2578993.250000 Penalty: 5022.173828
	Iteration 23Q: 3 clusters Score -2578993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2579006.250000 Penalty: 5022.173828
	Iteration 24Q: 3 clusters Score -2579006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2579027.750000 Penalty: 5022.173828
	Iteration 25Q: 3 clusters Score -2579028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2579057.000000 Penalty: 5022.173828
	Iteration 26Q: 3 clusters Score -2579057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2579064.750000 Penalty: 5022.173828
	Iteration 27Q: 3 clusters Score -2579065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2579067.000000 Penalty: 5022.173828
	Iteration 28Q: 3 clusters Score -2579067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2579082.000000 Penalty: 5022.173828
	Iteration 29Q: 3 clusters Score -2579082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2579096.250000 Penalty: 5022.173828
	Iteration 30Q: 3 clusters Score -2579096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2579119.250000 Penalty: 5022.173828
	Iteration 31Q: 3 clusters Score -2579119 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2579128.750000 Penalty: 5022.173828
	Iteration 32Q: 3 clusters Score -2579129 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2579150.500000 Penalty: 5022.173828
	Iteration 33Q: 3 clusters Score -2579150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2579156.750000 Penalty: 5022.173828
	Iteration 34Q: 3 clusters Score -2579157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2579172.750000 Penalty: 5022.173828
	Iteration 35Q: 3 clusters Score -2579173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2579195.500000 Penalty: 5022.173828
	Iteration 36Q: 3 clusters Score -2579196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2579210.250000 Penalty: 5022.173828
	Iteration 37Q: 3 clusters Score -2579210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2579210.250000 Penalty: 5022.173828
	Iteration 38Q: 3 clusters Score -2579210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2579228.250000 Penalty: 5022.173828
	Iteration 39Q: 3 clusters Score -2579228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2579236.000000 Penalty: 5022.173828
	Iteration 40F: 3 clusters Score -2579236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2579242.500000 Penalty: 5022.173828
	Iteration 41Q: 3 clusters Score -2579242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2579252.000000 Penalty: 5022.173828
	Iteration 42Q: 3 clusters Score -2579252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2579253.750000 Penalty: 5022.173828
	Iteration 43Q: 3 clusters Score -2579254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2579252.000000 Penalty: 5022.173828
	Iteration 44Q: 3 clusters Score -2579252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2579258.500000 Penalty: 5022.173828
	Iteration 45Q: 3 clusters Score -2579258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2579278.500000 Penalty: 5022.173828
	Iteration 46Q: 3 clusters Score -2579278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2579273.250000 Penalty: 5022.173828
	Iteration 47Q: 3 clusters Score -2579273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2579278.000000 Penalty: 5022.173828
	Iteration 48Q: 3 clusters Score -2579278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2579281.000000 Penalty: 5022.173828
	Iteration 49Q: 3 clusters Score -2579281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2579289.250000 Penalty: 5022.173828
	Iteration 50Q: 3 clusters Score -2579289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2579286.000000 Penalty: 5022.173828
	Iteration 51Q: 3 clusters Score -2579286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2579302.000000 Penalty: 5022.173828
	Iteration 52Q: 3 clusters Score -2579302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2579300.750000 Penalty: 5022.173828
	Iteration 53Q: 3 clusters Score -2579301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2579307.750000 Penalty: 5022.173828
	Iteration 54Q: 3 clusters Score -2579308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2579307.750000 Penalty: 5022.173828
	Iteration 55Q: 3 clusters Score -2579308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2579311.500000 Penalty: 5022.173828
	Iteration 56Q: 3 clusters Score -2579312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2579312.750000 Penalty: 5022.173828
	Iteration 57Q: 3 clusters Score -2579313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2579317.000000 Penalty: 5022.173828
	Iteration 58Q: 3 clusters Score -2579317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2579310.500000 Penalty: 5022.173828
	Iteration 59Q: 3 clusters Score -2579310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2579311.750000 Penalty: 5022.173828
	Iteration 60F: 3 clusters Score -2579312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2579315.000000 Penalty: 5022.173828
	Iteration 61Q: 3 clusters Score -2579315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2579311.250000 Penalty: 5022.173828
	Iteration 62Q: 3 clusters Score -2579311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2579312.250000 Penalty: 5022.173828
	Iteration 63Q: 3 clusters Score -2579312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2579310.000000 Penalty: 5022.173828
	Iteration 64Q: 3 clusters Score -2579310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2579309.250000 Penalty: 5022.173828
	Iteration 65Q: 3 clusters Score -2579309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2579310.500000 Penalty: 5022.173828
	Iteration 66Q: 3 clusters Score -2579310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2579309.250000 Penalty: 5022.173828
	Iteration 67Q: 3 clusters Score -2579309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2579308.250000 Penalty: 5022.173828
	Iteration 68Q: 3 clusters Score -2579308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2579313.750000 Penalty: 5022.173828
	Iteration 69Q: 3 clusters Score -2579314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2579314.000000 Penalty: 5022.173828
	Iteration 70Q: 3 clusters Score -2579314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2579316.250000 Penalty: 5022.173828
	Iteration 71Q: 3 clusters Score -2579316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2579317.500000 Penalty: 5022.173828
	Iteration 72Q: 3 clusters Score -2579318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2579318.000000 Penalty: 5022.173828
	Iteration 73Q: 3 clusters Score -2579318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2579312.000000 Penalty: 5022.173828
	Iteration 74Q: 3 clusters Score -2579312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2579313.250000 Penalty: 5022.173828
	Iteration 75Q: 3 clusters Score -2579313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2579320.000000 Penalty: 5022.173828
	Iteration 76Q: 3 clusters Score -2579320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2579317.000000 Penalty: 5022.173828
	Iteration 77Q: 3 clusters Score -2579317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2579324.000000 Penalty: 5022.173828
	Iteration 78Q: 3 clusters Score -2579324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2579328.500000 Penalty: 5022.173828
	Iteration 79Q: 3 clusters Score -2579328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2579331.000000 Penalty: 5022.173828
	Iteration 80F: 3 clusters Score -2579331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2579337.000000 Penalty: 5022.173828
	Iteration 81Q: 3 clusters Score -2579337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2579338.250000 Penalty: 5022.173828
	Iteration 82Q: 3 clusters Score -2579338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2579340.750000 Penalty: 5022.173828
	Iteration 83Q: 3 clusters Score -2579341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2579334.000000 Penalty: 5022.173828
	Iteration 84Q: 3 clusters Score -2579334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2579334.000000 Penalty: 5022.173828
	Iteration 85Q: 3 clusters Score -2579334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2579332.500000 Penalty: 5022.173828
	Iteration 86Q: 3 clusters Score -2579332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2579337.750000 Penalty: 5022.173828
	Iteration 87Q: 3 clusters Score -2579338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2579333.250000 Penalty: 5022.173828
	Iteration 88Q: 3 clusters Score -2579333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2579338.750000 Penalty: 5022.173828
	Iteration 89Q: 3 clusters Score -2579339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2579342.250000 Penalty: 5022.173828
	Iteration 90Q: 3 clusters Score -2579342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2579348.000000 Penalty: 5022.173828
	Iteration 91Q: 3 clusters Score -2579348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2579351.000000 Penalty: 5022.173828
	Iteration 92Q: 3 clusters Score -2579351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2579355.500000 Penalty: 5022.173828
	Iteration 93Q: 3 clusters Score -2579356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2579362.000000 Penalty: 5022.173828
	Iteration 94Q: 3 clusters Score -2579362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2579369.500000 Penalty: 5022.173828
	Iteration 95Q: 3 clusters Score -2579370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2579364.500000 Penalty: 5022.173828
	Iteration 96Q: 3 clusters Score -2579364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2579366.750000 Penalty: 5022.173828
	Iteration 97Q: 3 clusters Score -2579367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2579370.750000 Penalty: 5022.173828
	Iteration 98Q: 3 clusters Score -2579371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2579376.750000 Penalty: 5022.173828
	Iteration 99Q: 3 clusters Score -2579377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2579383.750000 Penalty: 5022.173828
	Iteration 100F: 3 clusters Score -2579384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2579376.750000 Penalty: 5022.173828
	Iteration 101Q: 3 clusters Score -2579377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2579383.750000 Penalty: 5022.173828
	Iteration 102Q: 3 clusters Score -2579384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2579379.000000 Penalty: 5022.173828
	Iteration 103Q: 3 clusters Score -2579379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2579375.750000 Penalty: 5022.173828
	Iteration 104Q: 3 clusters Score -2579376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2579375.250000 Penalty: 5022.173828
	Iteration 105Q: 3 clusters Score -2579375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2579385.500000 Penalty: 5022.173828
	Iteration 106Q: 3 clusters Score -2579386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2579379.250000 Penalty: 5022.173828
	Iteration 107Q: 3 clusters Score -2579379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2579383.000000 Penalty: 5022.173828
	Iteration 108Q: 3 clusters Score -2579383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2579383.500000 Penalty: 5022.173828
	Iteration 109Q: 3 clusters Score -2579384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2579383.000000 Penalty: 5022.173828
	Iteration 110Q: 3 clusters Score -2579383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2579384.000000 Penalty: 5022.173828
	Iteration 111Q: 3 clusters Score -2579384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2579389.750000 Penalty: 5022.173828
	Iteration 112Q: 3 clusters Score -2579390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2579394.250000 Penalty: 5022.173828
	Iteration 113Q: 3 clusters Score -2579394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2579393.500000 Penalty: 5022.173828
	Iteration 114Q: 3 clusters Score -2579394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2579396.750000 Penalty: 5022.173828
	Iteration 115Q: 3 clusters Score -2579397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2579396.500000 Penalty: 5022.173828
	Iteration 116Q: 3 clusters Score -2579396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2579398.250000 Penalty: 5022.173828
	Iteration 117Q: 3 clusters Score -2579398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2579394.750000 Penalty: 5022.173828
	Iteration 118Q: 3 clusters Score -2579395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2579394.500000 Penalty: 5022.173828
	Iteration 119Q: 3 clusters Score -2579394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2579403.250000 Penalty: 5022.173828
	Iteration 120F: 3 clusters Score -2579403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2579401.000000 Penalty: 5022.173828
	Iteration 121Q: 3 clusters Score -2579401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2579399.500000 Penalty: 5022.173828
	Iteration 122Q: 3 clusters Score -2579400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2579401.750000 Penalty: 5022.173828
	Iteration 123Q: 3 clusters Score -2579402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2579402.250000 Penalty: 5022.173828
	Iteration 124Q: 3 clusters Score -2579402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2579406.000000 Penalty: 5022.173828
	Iteration 125Q: 3 clusters Score -2579406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2579406.500000 Penalty: 5022.173828
	Iteration 126Q: 3 clusters Score -2579406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2579400.000000 Penalty: 5022.173828
	Iteration 127Q: 3 clusters Score -2579400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2579409.500000 Penalty: 5022.173828
	Iteration 128Q: 3 clusters Score -2579410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2579407.750000 Penalty: 5022.173828
	Iteration 129Q: 3 clusters Score -2579408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2579412.500000 Penalty: 5022.173828
	Iteration 130Q: 3 clusters Score -2579412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2579407.250000 Penalty: 5022.173828
	Iteration 131Q: 3 clusters Score -2579407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2579414.000000 Penalty: 5022.173828
	Iteration 132Q: 3 clusters Score -2579414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2579412.250000 Penalty: 5022.173828
	Iteration 133Q: 3 clusters Score -2579412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2579411.250000 Penalty: 5022.173828
	Iteration 134Q: 3 clusters Score -2579411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2579409.000000 Penalty: 5022.173828
	Iteration 135Q: 3 clusters Score -2579409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2579409.000000 Penalty: 5022.173828
	Iteration 136F: 3 clusters Score -2579409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -651314.812500 Penalty: 2169.303955
	Iteration 0F: 2 clusters Score -651314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -646081.187500 Penalty: 4338.607910
	Iteration 0F: 3 clusters Score -646081.2 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -647919.250000 Penalty: 4338.607910
	Iteration 1F: 3 clusters Score -647919.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -648788.562500 Penalty: 4338.607910
	Iteration 2F: 3 clusters Score -648788.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -649482.812500 Penalty: 4338.607910
	Iteration 3F: 3 clusters Score -649482.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -649892.375000 Penalty: 4338.607910
	Iteration 4F: 3 clusters Score -649892.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -650127.500000 Penalty: 4338.607910
	Iteration 5Q: 3 clusters Score -650127.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -650312.250000 Penalty: 4338.607910
	Iteration 6Q: 3 clusters Score -650312.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -650458.687500 Penalty: 4338.607910
	Iteration 7Q: 3 clusters Score -650458.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -650588.750000 Penalty: 4338.607910
	Iteration 8Q: 3 clusters Score -650588.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -650700.000000 Penalty: 4338.607910
	Iteration 9Q: 3 clusters Score -650700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -650801.625000 Penalty: 4338.607910
	Iteration 10Q: 3 clusters Score -650801.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -650885.125000 Penalty: 4338.607910
	Iteration 11Q: 3 clusters Score -650885.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -650972.000000 Penalty: 4338.607910
	Iteration 12Q: 3 clusters Score -650972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -651050.437500 Penalty: 4338.607910
	Iteration 13Q: 3 clusters Score -651050.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -651122.437500 Penalty: 4338.607910
	Iteration 14Q: 3 clusters Score -651122.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -651174.312500 Penalty: 4338.607910
	Iteration 15Q: 3 clusters Score -651174.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -651217.375000 Penalty: 4338.607910
	Iteration 16Q: 3 clusters Score -651217.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -651261.125000 Penalty: 4338.607910
	Iteration 17Q: 3 clusters Score -651261.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -651288.937500 Penalty: 4338.607910
	Iteration 18Q: 3 clusters Score -651288.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -651312.750000 Penalty: 4338.607910
	Iteration 19Q: 3 clusters Score -651312.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -651332.500000 Penalty: 4338.607910
	Iteration 20F: 3 clusters Score -651332.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -651346.250000 Penalty: 4338.607910
	Iteration 21Q: 3 clusters Score -651346.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -651359.187500 Penalty: 4338.607910
	Iteration 22Q: 3 clusters Score -651359.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -651374.437500 Penalty: 4338.607910
	Iteration 23Q: 3 clusters Score -651374.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -651387.000000 Penalty: 4338.607910
	Iteration 24Q: 3 clusters Score -651387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -651394.125000 Penalty: 4338.607910
	Iteration 25Q: 3 clusters Score -651394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -651398.250000 Penalty: 4338.607910
	Iteration 26Q: 3 clusters Score -651398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -651402.187500 Penalty: 4338.607910
	Iteration 27Q: 3 clusters Score -651402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -651404.062500 Penalty: 4338.607910
	Iteration 28Q: 3 clusters Score -651404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -651407.875000 Penalty: 4338.607910
	Iteration 29Q: 3 clusters Score -651407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -651408.687500 Penalty: 4338.607910
	Iteration 30Q: 3 clusters Score -651408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -651413.437500 Penalty: 4338.607910
	Iteration 31Q: 3 clusters Score -651413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -651419.437500 Penalty: 4338.607910
	Iteration 32Q: 3 clusters Score -651419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -651423.812500 Penalty: 4338.607910
	Iteration 33Q: 3 clusters Score -651423.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -651430.437500 Penalty: 4338.607910
	Iteration 34Q: 3 clusters Score -651430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -651438.562500 Penalty: 4338.607910
	Iteration 35Q: 3 clusters Score -651438.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -651443.875000 Penalty: 4338.607910
	Iteration 36Q: 3 clusters Score -651443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -651448.875000 Penalty: 4338.607910
	Iteration 37Q: 3 clusters Score -651448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -651456.125000 Penalty: 4338.607910
	Iteration 38Q: 3 clusters Score -651456.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -651465.937500 Penalty: 4338.607910
	Iteration 39Q: 3 clusters Score -651465.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -651473.500000 Penalty: 4338.607910
	Iteration 40F: 3 clusters Score -651473.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -651481.562500 Penalty: 4338.607910
	Iteration 41Q: 3 clusters Score -651481.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -651486.625000 Penalty: 4338.607910
	Iteration 42Q: 3 clusters Score -651486.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -651488.625000 Penalty: 4338.607910
	Iteration 43Q: 3 clusters Score -651488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -651492.937500 Penalty: 4338.607910
	Iteration 44Q: 3 clusters Score -651492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -651494.437500 Penalty: 4338.607910
	Iteration 45Q: 3 clusters Score -651494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -651497.000000 Penalty: 4338.607910
	Iteration 46Q: 3 clusters Score -651497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -651496.875000 Penalty: 4338.607910
	Iteration 47Q: 3 clusters Score -651496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -651497.562500 Penalty: 4338.607910
	Iteration 48Q: 3 clusters Score -651497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -651496.562500 Penalty: 4338.607910
	Iteration 49Q: 3 clusters Score -651496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -651497.687500 Penalty: 4338.607910
	Iteration 50Q: 3 clusters Score -651497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -651499.437500 Penalty: 4338.607910
	Iteration 51Q: 3 clusters Score -651499.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -651501.812500 Penalty: 4338.607910
	Iteration 52Q: 3 clusters Score -651501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -651503.812500 Penalty: 4338.607910
	Iteration 53Q: 3 clusters Score -651503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -651509.062500 Penalty: 4338.607910
	Iteration 54Q: 3 clusters Score -651509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -651508.875000 Penalty: 4338.607910
	Iteration 55Q: 3 clusters Score -651508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -651509.437500 Penalty: 4338.607910
	Iteration 56Q: 3 clusters Score -651509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -651509.750000 Penalty: 4338.607910
	Iteration 57Q: 3 clusters Score -651509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -651511.375000 Penalty: 4338.607910
	Iteration 58Q: 3 clusters Score -651511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -651512.125000 Penalty: 4338.607910
	Iteration 59Q: 3 clusters Score -651512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -651513.562500 Penalty: 4338.607910
	Iteration 60F: 3 clusters Score -651513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -651513.312500 Penalty: 4338.607910
	Iteration 61Q: 3 clusters Score -651513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -651514.500000 Penalty: 4338.607910
	Iteration 62Q: 3 clusters Score -651514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -651514.750000 Penalty: 4338.607910
	Iteration 63Q: 3 clusters Score -651514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -651516.187500 Penalty: 4338.607910
	Iteration 64Q: 3 clusters Score -651516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -651516.187500 Penalty: 4338.607910
	Iteration 65F: 3 clusters Score -651516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 1704 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 4589 members 
Entering Unmasked Estep 
Score: -212296144.000000 Penalty: 370088.218750
Splitting cluster 36 changes total score from -212296576.000000 to -212296144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -416079.406250 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -416079.4 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 1846 members 
Entering Unmasked Estep 
Score: -412375.843750 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -412375.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -413260.125000 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -413260.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -413554.125000 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -413554.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -413789.687500 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -413789.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -414056.750000 Penalty: 4080.114746
	Iteration 4F: 3 clusters Score -414056.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -414352.218750 Penalty: 4080.114746
	Iteration 5F: 3 clusters Score -414352.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -414668.593750 Penalty: 4080.114746
	Iteration 6F: 3 clusters Score -414668.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -414937.718750 Penalty: 4080.114746
	Iteration 7F: 3 clusters Score -414937.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -415103.281250 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -415103.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -415207.500000 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -415207.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -415307.187500 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -415307.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415410.562500 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -415410.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -415488.593750 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -415488.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -415542.875000 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -415542.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -415583.218750 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -415583.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -415613.031250 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -415613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -415636.375000 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -415636.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -415650.843750 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -415650.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -415660.093750 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -415660.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -415665.468750 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -415665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -415667.531250 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -415667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -415671.062500 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -415671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -415672.000000 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -415672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -415673.906250 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -415673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -415673.875000 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -415673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -415673.875000 Penalty: 4080.114746
	Iteration 25F: 3 clusters Score -415673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Entering Unmasked Estep 
Score: -2719105.250000 Penalty: 2496.723389
	Iteration 0F: 2 clusters Score -2719105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2702794.500000 Penalty: 4993.446777
	Iteration 0F: 3 clusters Score -2702794 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2708728.000000 Penalty: 4993.446777
	Iteration 1F: 3 clusters Score -2708728 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2709449.750000 Penalty: 4993.446777
	Iteration 2F: 3 clusters Score -2709450 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2710101.500000 Penalty: 4993.446777
	Iteration 3F: 3 clusters Score -2710102 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2710742.750000 Penalty: 4993.446777
	Iteration 4F: 3 clusters Score -2710743 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2711438.250000 Penalty: 4993.446777
	Iteration 5F: 3 clusters Score -2711438 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2712191.750000 Penalty: 4993.446777
	Iteration 6F: 3 clusters Score -2712192 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2712884.000000 Penalty: 4993.446777
	Iteration 7F: 3 clusters Score -2712884 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2713439.250000 Penalty: 4993.446777
	Iteration 8Q: 3 clusters Score -2713439 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2713939.250000 Penalty: 4993.446777
	Iteration 9Q: 3 clusters Score -2713939 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2714423.000000 Penalty: 4993.446777
	Iteration 10Q: 3 clusters Score -2714423 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2714832.250000 Penalty: 4993.446777
	Iteration 11Q: 3 clusters Score -2714832 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2715224.250000 Penalty: 4993.446777
	Iteration 12Q: 3 clusters Score -2715224 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2715593.750000 Penalty: 4993.446777
	Iteration 13Q: 3 clusters Score -2715594 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2715881.250000 Penalty: 4993.446777
	Iteration 14Q: 3 clusters Score -2715881 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2716119.250000 Penalty: 4993.446777
	Iteration 15Q: 3 clusters Score -2716119 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2716334.000000 Penalty: 4993.446777
	Iteration 16Q: 3 clusters Score -2716334 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2716525.750000 Penalty: 4993.446777
	Iteration 17Q: 3 clusters Score -2716526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2716653.750000 Penalty: 4993.446777
	Iteration 18Q: 3 clusters Score -2716654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2716728.250000 Penalty: 4993.446777
	Iteration 19Q: 3 clusters Score -2716728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2716789.000000 Penalty: 4993.446777
	Iteration 20F: 3 clusters Score -2716789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2716827.000000 Penalty: 4993.446777
	Iteration 21Q: 3 clusters Score -2716827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2716865.000000 Penalty: 4993.446777
	Iteration 22Q: 3 clusters Score -2716865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2716901.500000 Penalty: 4993.446777
	Iteration 23Q: 3 clusters Score -2716902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2716927.000000 Penalty: 4993.446777
	Iteration 24Q: 3 clusters Score -2716927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2716953.500000 Penalty: 4993.446777
	Iteration 25Q: 3 clusters Score -2716954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2716972.500000 Penalty: 4993.446777
	Iteration 26Q: 3 clusters Score -2716972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2716986.500000 Penalty: 4993.446777
	Iteration 27Q: 3 clusters Score -2716986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2716999.750000 Penalty: 4993.446777
	Iteration 28Q: 3 clusters Score -2717000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2717005.250000 Penalty: 4993.446777
	Iteration 29Q: 3 clusters Score -2717005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2717011.250000 Penalty: 4993.446777
	Iteration 30Q: 3 clusters Score -2717011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2717017.500000 Penalty: 4993.446777
	Iteration 31Q: 3 clusters Score -2717018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2717022.500000 Penalty: 4993.446777
	Iteration 32Q: 3 clusters Score -2717022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2717023.250000 Penalty: 4993.446777
	Iteration 33Q: 3 clusters Score -2717023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2717028.750000 Penalty: 4993.446777
	Iteration 34Q: 3 clusters Score -2717029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2717027.500000 Penalty: 4993.446777
	Iteration 35Q: 3 clusters Score -2717028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2717030.250000 Penalty: 4993.446777
	Iteration 36Q: 3 clusters Score -2717030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2717032.000000 Penalty: 4993.446777
	Iteration 37Q: 3 clusters Score -2717032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2717034.750000 Penalty: 4993.446777
	Iteration 38Q: 3 clusters Score -2717035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2717034.750000 Penalty: 4993.446777
	Iteration 39F: 3 clusters Score -2717035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -911093.937500 Penalty: 2232.303223
	Iteration 0F: 2 clusters Score -911093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -904627.125000 Penalty: 4464.606445
	Iteration 0F: 3 clusters Score -904627.1 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -906362.625000 Penalty: 4464.606445
	Iteration 1F: 3 clusters Score -906362.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -906662.312500 Penalty: 4464.606445
	Iteration 2F: 3 clusters Score -906662.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -906905.062500 Penalty: 4464.606445
	Iteration 3F: 3 clusters Score -906905.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -907115.750000 Penalty: 4464.606445
	Iteration 4Q: 3 clusters Score -907115.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -907324.875000 Penalty: 4464.606445
	Iteration 5Q: 3 clusters Score -907324.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -907542.750000 Penalty: 4464.606445
	Iteration 6Q: 3 clusters Score -907542.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -907773.125000 Penalty: 4464.606445
	Iteration 7Q: 3 clusters Score -907773.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -908000.625000 Penalty: 4464.606445
	Iteration 8Q: 3 clusters Score -908000.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -908229.062500 Penalty: 4464.606445
	Iteration 9Q: 3 clusters Score -908229.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -908481.375000 Penalty: 4464.606445
	Iteration 10Q: 3 clusters Score -908481.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -908689.250000 Penalty: 4464.606445
	Iteration 11Q: 3 clusters Score -908689.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -908872.187500 Penalty: 4464.606445
	Iteration 12Q: 3 clusters Score -908872.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -909025.875000 Penalty: 4464.606445
	Iteration 13Q: 3 clusters Score -909025.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -909134.312500 Penalty: 4464.606445
	Iteration 14Q: 3 clusters Score -909134.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -909233.750000 Penalty: 4464.606445
	Iteration 15Q: 3 clusters Score -909233.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -909330.375000 Penalty: 4464.606445
	Iteration 16Q: 3 clusters Score -909330.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -909400.562500 Penalty: 4464.606445
	Iteration 17Q: 3 clusters Score -909400.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -909467.750000 Penalty: 4464.606445
	Iteration 18Q: 3 clusters Score -909467.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -909521.250000 Penalty: 4464.606445
	Iteration 19Q: 3 clusters Score -909521.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -909571.500000 Penalty: 4464.606445
	Iteration 20F: 3 clusters Score -909571.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -909618.250000 Penalty: 4464.606445
	Iteration 21Q: 3 clusters Score -909618.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -909645.250000 Penalty: 4464.606445
	Iteration 22Q: 3 clusters Score -909645.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -909662.125000 Penalty: 4464.606445
	Iteration 23Q: 3 clusters Score -909662.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -909672.000000 Penalty: 4464.606445
	Iteration 24Q: 3 clusters Score -909672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -909680.437500 Penalty: 4464.606445
	Iteration 25Q: 3 clusters Score -909680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -909684.812500 Penalty: 4464.606445
	Iteration 26Q: 3 clusters Score -909684.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -909694.687500 Penalty: 4464.606445
	Iteration 27Q: 3 clusters Score -909694.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -909695.062500 Penalty: 4464.606445
	Iteration 28Q: 3 clusters Score -909695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -909695.562500 Penalty: 4464.606445
	Iteration 29Q: 3 clusters Score -909695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -909695.562500 Penalty: 4464.606445
	Iteration 30F: 3 clusters Score -909695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -96537.812500 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -96537.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94739.585938 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -94739.59 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95069.070312 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -95069.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95355.531250 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -95355.53 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95737.109375 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -95737.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -95953.296875 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -95953.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96060.859375 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -96060.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -96157.398438 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -96157.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -96247.039062 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -96247.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -96357.445312 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -96357.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96461.968750 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -96461.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96507.851562 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -96507.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -96545.210938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -96545.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96561.007812 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -96561.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96584.859375 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -96584.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96650.250000 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -96650.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96683.984375 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -96683.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96698.250000 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -96698.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -96701.414062 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -96701.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -96704.554688 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -96704.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -96718.437500 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -96718.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96726.937500 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -96726.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96734.203125 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -96734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96734.203125 Penalty: 3378.377197
	Iteration 22F: 3 clusters Score -96734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 306 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 602 members 
Entering Unmasked Estep 
Score: -212295200.000000 Penalty: 370088.218750
Splitting cluster 40 changes total score from -212296576.000000 to -212295200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -2151459.750000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -2151460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2138329.250000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -2138329 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2142692.250000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -2142692 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2143312.500000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -2143312 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2144075.000000 Penalty: 4878.528809
	Iteration 3F: 3 clusters Score -2144075 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2144968.250000 Penalty: 4878.528809
	Iteration 4F: 3 clusters Score -2144968 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2145899.500000 Penalty: 4878.528809
	Iteration 5F: 3 clusters Score -2145900 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2146798.250000 Penalty: 4878.528809
	Iteration 6F: 3 clusters Score -2146798 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2147601.000000 Penalty: 4878.528809
	Iteration 7F: 3 clusters Score -2147601 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2148289.500000 Penalty: 4878.528809
	Iteration 8F: 3 clusters Score -2148290 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2148806.500000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -2148806 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2149285.500000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -2149286 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2149677.500000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -2149678 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2149940.250000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -2149940 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2150139.500000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -2150140 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2150307.250000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -2150307 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2150433.500000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -2150434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2150511.500000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -2150512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2150575.750000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -2150576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2150638.500000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -2150638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2150692.250000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -2150692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2150733.250000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -2150733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2150756.000000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -2150756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2150787.750000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -2150788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2150799.500000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -2150800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2150813.000000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -2150813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2150815.250000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -2150815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2150822.250000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -2150822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2150830.000000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -2150830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2150837.000000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -2150837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2150836.500000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -2150836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2150843.750000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -2150844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2150851.500000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -2150852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2150853.000000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -2150853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2150852.500000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -2150852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2150853.500000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -2150854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2150853.500000 Penalty: 4878.528809
	Iteration 35F: 3 clusters Score -2150854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -603751.750000 Penalty: 2171.422852
	Iteration 0F: 2 clusters Score -603751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -598510.562500 Penalty: 4342.845703
	Iteration 0F: 3 clusters Score -598510.6 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -600274.187500 Penalty: 4342.845703
	Iteration 1F: 3 clusters Score -600274.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -600792.625000 Penalty: 4342.845703
	Iteration 2F: 3 clusters Score -600792.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -601212.687500 Penalty: 4342.845703
	Iteration 3F: 3 clusters Score -601212.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -601592.062500 Penalty: 4342.845703
	Iteration 4F: 3 clusters Score -601592.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -601973.187500 Penalty: 4342.845703
	Iteration 5F: 3 clusters Score -601973.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -602330.500000 Penalty: 4342.845703
	Iteration 6F: 3 clusters Score -602330.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -602603.437500 Penalty: 4342.845703
	Iteration 7Q: 3 clusters Score -602603.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -602839.375000 Penalty: 4342.845703
	Iteration 8Q: 3 clusters Score -602839.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -603041.750000 Penalty: 4342.845703
	Iteration 9Q: 3 clusters Score -603041.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -603251.500000 Penalty: 4342.845703
	Iteration 10Q: 3 clusters Score -603251.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -603461.812500 Penalty: 4342.845703
	Iteration 11Q: 3 clusters Score -603461.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -603654.750000 Penalty: 4342.845703
	Iteration 12Q: 3 clusters Score -603654.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -603796.812500 Penalty: 4342.845703
	Iteration 13Q: 3 clusters Score -603796.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -603897.062500 Penalty: 4342.845703
	Iteration 14Q: 3 clusters Score -603897.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -604008.875000 Penalty: 4342.845703
	Iteration 15Q: 3 clusters Score -604008.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -604108.687500 Penalty: 4342.845703
	Iteration 16Q: 3 clusters Score -604108.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -604181.625000 Penalty: 4342.845703
	Iteration 17Q: 3 clusters Score -604181.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -604221.875000 Penalty: 4342.845703
	Iteration 18Q: 3 clusters Score -604221.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -604251.062500 Penalty: 4342.845703
	Iteration 19Q: 3 clusters Score -604251.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -604275.750000 Penalty: 4342.845703
	Iteration 20F: 3 clusters Score -604275.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -604297.125000 Penalty: 4342.845703
	Iteration 21Q: 3 clusters Score -604297.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -604309.437500 Penalty: 4342.845703
	Iteration 22Q: 3 clusters Score -604309.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -604315.437500 Penalty: 4342.845703
	Iteration 23Q: 3 clusters Score -604315.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -604321.375000 Penalty: 4342.845703
	Iteration 24Q: 3 clusters Score -604321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -604322.625000 Penalty: 4342.845703
	Iteration 25Q: 3 clusters Score -604322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -604323.062500 Penalty: 4342.845703
	Iteration 26Q: 3 clusters Score -604323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -604323.437500 Penalty: 4342.845703
	Iteration 27Q: 3 clusters Score -604323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -604323.625000 Penalty: 4342.845703
	Iteration 28Q: 3 clusters Score -604323.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -604325.437500 Penalty: 4342.845703
	Iteration 29Q: 3 clusters Score -604325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -604327.375000 Penalty: 4342.845703
	Iteration 30Q: 3 clusters Score -604327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -604329.687500 Penalty: 4342.845703
	Iteration 31Q: 3 clusters Score -604329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -604330.875000 Penalty: 4342.845703
	Iteration 32Q: 3 clusters Score -604330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -604332.437500 Penalty: 4342.845703
	Iteration 33Q: 3 clusters Score -604332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -604332.062500 Penalty: 4342.845703
	Iteration 34Q: 3 clusters Score -604332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -604332.375000 Penalty: 4342.845703
	Iteration 35Q: 3 clusters Score -604332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -604333.062500 Penalty: 4342.845703
	Iteration 36Q: 3 clusters Score -604333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -604333.312500 Penalty: 4342.845703
	Iteration 37Q: 3 clusters Score -604333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -604333.312500 Penalty: 4342.845703
	Iteration 38F: 3 clusters Score -604333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 3727 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 2620 members 
Entering Unmasked Estep 
Score: -212296000.000000 Penalty: 370088.218750
Splitting cluster 42 changes total score from -212296576.000000 to -212296000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -886396.062500 Penalty: 2258.145020
	Iteration 0F: 2 clusters Score -886396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -879384.062500 Penalty: 4516.290039
	Iteration 0F: 3 clusters Score -879384.1 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -881724.500000 Penalty: 4516.290039
	Iteration 1F: 3 clusters Score -881724.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -882267.687500 Penalty: 4516.290039
	Iteration 2F: 3 clusters Score -882267.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -882671.500000 Penalty: 4516.290039
	Iteration 3F: 3 clusters Score -882671.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -882998.937500 Penalty: 4516.290039
	Iteration 4F: 3 clusters Score -882998.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -883254.625000 Penalty: 4516.290039
	Iteration 5Q: 3 clusters Score -883254.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -883454.125000 Penalty: 4516.290039
	Iteration 6Q: 3 clusters Score -883454.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -883612.250000 Penalty: 4516.290039
	Iteration 7Q: 3 clusters Score -883612.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -883756.812500 Penalty: 4516.290039
	Iteration 8Q: 3 clusters Score -883756.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -883887.750000 Penalty: 4516.290039
	Iteration 9Q: 3 clusters Score -883887.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -884009.875000 Penalty: 4516.290039
	Iteration 10Q: 3 clusters Score -884009.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -884126.375000 Penalty: 4516.290039
	Iteration 11Q: 3 clusters Score -884126.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -884228.875000 Penalty: 4516.290039
	Iteration 12Q: 3 clusters Score -884228.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -884294.125000 Penalty: 4516.290039
	Iteration 13Q: 3 clusters Score -884294.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -884349.625000 Penalty: 4516.290039
	Iteration 14Q: 3 clusters Score -884349.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -884400.187500 Penalty: 4516.290039
	Iteration 15Q: 3 clusters Score -884400.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -884432.250000 Penalty: 4516.290039
	Iteration 16Q: 3 clusters Score -884432.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -884457.812500 Penalty: 4516.290039
	Iteration 17Q: 3 clusters Score -884457.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -884483.937500 Penalty: 4516.290039
	Iteration 18Q: 3 clusters Score -884483.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -884507.000000 Penalty: 4516.290039
	Iteration 19Q: 3 clusters Score -884507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -884535.625000 Penalty: 4516.290039
	Iteration 20F: 3 clusters Score -884535.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -884555.062500 Penalty: 4516.290039
	Iteration 21Q: 3 clusters Score -884555.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -884574.125000 Penalty: 4516.290039
	Iteration 22Q: 3 clusters Score -884574.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -884589.250000 Penalty: 4516.290039
	Iteration 23Q: 3 clusters Score -884589.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -884599.187500 Penalty: 4516.290039
	Iteration 24Q: 3 clusters Score -884599.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -884606.687500 Penalty: 4516.290039
	Iteration 25Q: 3 clusters Score -884606.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -884612.000000 Penalty: 4516.290039
	Iteration 26Q: 3 clusters Score -884612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -884618.812500 Penalty: 4516.290039
	Iteration 27Q: 3 clusters Score -884618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -884622.750000 Penalty: 4516.290039
	Iteration 28Q: 3 clusters Score -884622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -884624.687500 Penalty: 4516.290039
	Iteration 29Q: 3 clusters Score -884624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -884627.437500 Penalty: 4516.290039
	Iteration 30Q: 3 clusters Score -884627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -884629.187500 Penalty: 4516.290039
	Iteration 31Q: 3 clusters Score -884629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -884631.000000 Penalty: 4516.290039
	Iteration 32Q: 3 clusters Score -884631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -884637.687500 Penalty: 4516.290039
	Iteration 33Q: 3 clusters Score -884637.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -884638.812500 Penalty: 4516.290039
	Iteration 34Q: 3 clusters Score -884638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -884640.750000 Penalty: 4516.290039
	Iteration 35Q: 3 clusters Score -884640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -884642.625000 Penalty: 4516.290039
	Iteration 36Q: 3 clusters Score -884642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -884643.375000 Penalty: 4516.290039
	Iteration 37Q: 3 clusters Score -884643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -884645.562500 Penalty: 4516.290039
	Iteration 38Q: 3 clusters Score -884645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -884647.500000 Penalty: 4516.290039
	Iteration 39Q: 3 clusters Score -884647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -884649.000000 Penalty: 4516.290039
	Iteration 40F: 3 clusters Score -884649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -884651.937500 Penalty: 4516.290039
	Iteration 41Q: 3 clusters Score -884651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -884652.500000 Penalty: 4516.290039
	Iteration 42Q: 3 clusters Score -884652.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -884657.062500 Penalty: 4516.290039
	Iteration 43Q: 3 clusters Score -884657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -884662.250000 Penalty: 4516.290039
	Iteration 44Q: 3 clusters Score -884662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -884664.750000 Penalty: 4516.290039
	Iteration 45Q: 3 clusters Score -884664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -884666.000000 Penalty: 4516.290039
	Iteration 46Q: 3 clusters Score -884666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -884668.750000 Penalty: 4516.290039
	Iteration 47Q: 3 clusters Score -884668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -884669.375000 Penalty: 4516.290039
	Iteration 48Q: 3 clusters Score -884669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -884668.125000 Penalty: 4516.290039
	Iteration 49Q: 3 clusters Score -884668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -884670.375000 Penalty: 4516.290039
	Iteration 50Q: 3 clusters Score -884670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -884671.062500 Penalty: 4516.290039
	Iteration 51Q: 3 clusters Score -884671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -884670.875000 Penalty: 4516.290039
	Iteration 52Q: 3 clusters Score -884670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -884671.437500 Penalty: 4516.290039
	Iteration 53Q: 3 clusters Score -884671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -884671.437500 Penalty: 4516.290039
	Iteration 54F: 3 clusters Score -884671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -257244.687500 Penalty: 1947.982788
	Iteration 0F: 2 clusters Score -257244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -254188.078125 Penalty: 3895.965576
	Iteration 0F: 3 clusters Score -254188.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -254891.625000 Penalty: 3895.965576
	Iteration 1F: 3 clusters Score -254891.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -255133.453125 Penalty: 3895.965576
	Iteration 2F: 3 clusters Score -255133.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -255306.937500 Penalty: 3895.965576
	Iteration 3F: 3 clusters Score -255306.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255445.484375 Penalty: 3895.965576
	Iteration 4F: 3 clusters Score -255445.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -255540.171875 Penalty: 3895.965576
	Iteration 5Q: 3 clusters Score -255540.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -255612.125000 Penalty: 3895.965576
	Iteration 6Q: 3 clusters Score -255612.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -255667.984375 Penalty: 3895.965576
	Iteration 7Q: 3 clusters Score -255668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255712.593750 Penalty: 3895.965576
	Iteration 8Q: 3 clusters Score -255712.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -255739.578125 Penalty: 3895.965576
	Iteration 9Q: 3 clusters Score -255739.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255765.515625 Penalty: 3895.965576
	Iteration 10Q: 3 clusters Score -255765.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255788.281250 Penalty: 3895.965576
	Iteration 11Q: 3 clusters Score -255788.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -255818.765625 Penalty: 3895.965576
	Iteration 12Q: 3 clusters Score -255818.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -255832.593750 Penalty: 3895.965576
	Iteration 13Q: 3 clusters Score -255832.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -255843.687500 Penalty: 3895.965576
	Iteration 14Q: 3 clusters Score -255843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -255853.546875 Penalty: 3895.965576
	Iteration 15Q: 3 clusters Score -255853.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -255864.000000 Penalty: 3895.965576
	Iteration 16Q: 3 clusters Score -255864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -255873.781250 Penalty: 3895.965576
	Iteration 17Q: 3 clusters Score -255873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255884.046875 Penalty: 3895.965576
	Iteration 18Q: 3 clusters Score -255884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -255890.562500 Penalty: 3895.965576
	Iteration 19Q: 3 clusters Score -255890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -255897.062500 Penalty: 3895.965576
	Iteration 20F: 3 clusters Score -255897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -255902.531250 Penalty: 3895.965576
	Iteration 21Q: 3 clusters Score -255902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -255906.359375 Penalty: 3895.965576
	Iteration 22Q: 3 clusters Score -255906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -255911.421875 Penalty: 3895.965576
	Iteration 23Q: 3 clusters Score -255911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -255914.296875 Penalty: 3895.965576
	Iteration 24Q: 3 clusters Score -255914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -255915.078125 Penalty: 3895.965576
	Iteration 25Q: 3 clusters Score -255915.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255914.781250 Penalty: 3895.965576
	Iteration 26Q: 3 clusters Score -255914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255914.781250 Penalty: 3895.965576
	Iteration 27F: 3 clusters Score -255914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Entering Unmasked Estep 
Score: -2840738.000000 Penalty: 2510.440430
	Iteration 0F: 2 clusters Score -2840738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2823537.750000 Penalty: 5020.880859
	Iteration 0F: 3 clusters Score -2823538 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2829570.250000 Penalty: 5020.880859
	Iteration 1F: 3 clusters Score -2829570 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2830104.250000 Penalty: 5020.880859
	Iteration 2F: 3 clusters Score -2830104 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2830517.500000 Penalty: 5020.880859
	Iteration 3Q: 3 clusters Score -2830518 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2830975.750000 Penalty: 5020.880859
	Iteration 4Q: 3 clusters Score -2830976 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2831451.500000 Penalty: 5020.880859
	Iteration 5Q: 3 clusters Score -2831452 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2832009.000000 Penalty: 5020.880859
	Iteration 6Q: 3 clusters Score -2832009 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2832704.000000 Penalty: 5020.880859
	Iteration 7Q: 3 clusters Score -2832704 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2833489.750000 Penalty: 5020.880859
	Iteration 8F: 3 clusters Score -2833490 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2834410.500000 Penalty: 5020.880859
	Iteration 9F: 3 clusters Score -2834410 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2835492.500000 Penalty: 5020.880859
	Iteration 10F: 3 clusters Score -2835492 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2836622.000000 Penalty: 5020.880859
	Iteration 11F: 3 clusters Score -2836622 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2837794.000000 Penalty: 5020.880859
	Iteration 12Q: 3 clusters Score -2837794 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2838711.250000 Penalty: 5020.880859
	Iteration 13Q: 3 clusters Score -2838711 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2839254.750000 Penalty: 5020.880859
	Iteration 14Q: 3 clusters Score -2839255 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2839454.250000 Penalty: 5020.880859
	Iteration 15Q: 3 clusters Score -2839454 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2839522.000000 Penalty: 5020.880859
	Iteration 16Q: 3 clusters Score -2839522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2839556.000000 Penalty: 5020.880859
	Iteration 17Q: 3 clusters Score -2839556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2839566.000000 Penalty: 5020.880859
	Iteration 18Q: 3 clusters Score -2839566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2839574.250000 Penalty: 5020.880859
	Iteration 19Q: 3 clusters Score -2839574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2839575.500000 Penalty: 5020.880859
	Iteration 20F: 3 clusters Score -2839576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2839579.250000 Penalty: 5020.880859
	Iteration 21Q: 3 clusters Score -2839579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2839573.000000 Penalty: 5020.880859
	Iteration 22Q: 3 clusters Score -2839573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2839574.500000 Penalty: 5020.880859
	Iteration 23Q: 3 clusters Score -2839574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2839575.750000 Penalty: 5020.880859
	Iteration 24Q: 3 clusters Score -2839576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2839576.000000 Penalty: 5020.880859
	Iteration 25Q: 3 clusters Score -2839576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2839576.250000 Penalty: 5020.880859
	Iteration 26Q: 3 clusters Score -2839576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2839577.250000 Penalty: 5020.880859
	Iteration 27Q: 3 clusters Score -2839577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2839577.250000 Penalty: 5020.880859
	Iteration 28F: 3 clusters Score -2839577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -852936.812500 Penalty: 2211.924805
	Iteration 0F: 2 clusters Score -852936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -846846.062500 Penalty: 4423.849609
	Iteration 0F: 3 clusters Score -846846.1 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -848442.375000 Penalty: 4423.849609
	Iteration 1F: 3 clusters Score -848442.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -848730.812500 Penalty: 4423.849609
	Iteration 2F: 3 clusters Score -848730.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -848974.312500 Penalty: 4423.849609
	Iteration 3F: 3 clusters Score -848974.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -849181.937500 Penalty: 4423.849609
	Iteration 4F: 3 clusters Score -849181.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -849385.937500 Penalty: 4423.849609
	Iteration 5Q: 3 clusters Score -849385.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -849596.562500 Penalty: 4423.849609
	Iteration 6Q: 3 clusters Score -849596.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -849826.062500 Penalty: 4423.849609
	Iteration 7Q: 3 clusters Score -849826.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -850028.375000 Penalty: 4423.849609
	Iteration 8Q: 3 clusters Score -850028.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -850226.750000 Penalty: 4423.849609
	Iteration 9Q: 3 clusters Score -850226.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -850409.125000 Penalty: 4423.849609
	Iteration 10Q: 3 clusters Score -850409.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -850568.625000 Penalty: 4423.849609
	Iteration 11Q: 3 clusters Score -850568.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -850697.937500 Penalty: 4423.849609
	Iteration 12Q: 3 clusters Score -850697.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -850799.062500 Penalty: 4423.849609
	Iteration 13Q: 3 clusters Score -850799.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -850871.937500 Penalty: 4423.849609
	Iteration 14Q: 3 clusters Score -850871.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -850923.375000 Penalty: 4423.849609
	Iteration 15Q: 3 clusters Score -850923.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -850962.250000 Penalty: 4423.849609
	Iteration 16Q: 3 clusters Score -850962.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -850991.125000 Penalty: 4423.849609
	Iteration 17Q: 3 clusters Score -850991.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -851020.437500 Penalty: 4423.849609
	Iteration 18Q: 3 clusters Score -851020.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -851050.750000 Penalty: 4423.849609
	Iteration 19Q: 3 clusters Score -851050.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -851077.000000 Penalty: 4423.849609
	Iteration 20F: 3 clusters Score -851077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -851100.125000 Penalty: 4423.849609
	Iteration 21Q: 3 clusters Score -851100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -851111.500000 Penalty: 4423.849609
	Iteration 22Q: 3 clusters Score -851111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -851115.187500 Penalty: 4423.849609
	Iteration 23Q: 3 clusters Score -851115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851118.312500 Penalty: 4423.849609
	Iteration 24Q: 3 clusters Score -851118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851122.500000 Penalty: 4423.849609
	Iteration 25Q: 3 clusters Score -851122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -851123.062500 Penalty: 4423.849609
	Iteration 26Q: 3 clusters Score -851123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -851126.687500 Penalty: 4423.849609
	Iteration 27Q: 3 clusters Score -851126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851127.687500 Penalty: 4423.849609
	Iteration 28Q: 3 clusters Score -851127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851131.062500 Penalty: 4423.849609
	Iteration 29Q: 3 clusters Score -851131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851130.750000 Penalty: 4423.849609
	Iteration 30Q: 3 clusters Score -851130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851130.750000 Penalty: 4423.849609
	Iteration 31F: 3 clusters Score -851130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -934836.375000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -934836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -927751.250000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -927751.2 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -930209.687500 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -930209.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -930909.250000 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -930909.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -931482.500000 Penalty: 4521.986328
	Iteration 3F: 3 clusters Score -931482.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -931973.000000 Penalty: 4521.986328
	Iteration 4F: 3 clusters Score -931973 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -932355.250000 Penalty: 4521.986328
	Iteration 5F: 3 clusters Score -932355.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -932637.687500 Penalty: 4521.986328
	Iteration 6Q: 3 clusters Score -932637.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -932846.500000 Penalty: 4521.986328
	Iteration 7Q: 3 clusters Score -932846.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -933026.687500 Penalty: 4521.986328
	Iteration 8Q: 3 clusters Score -933026.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -933176.437500 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -933176.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -933307.937500 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -933307.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -933432.750000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -933432.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -933547.125000 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -933547.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -933659.062500 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -933659.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -933749.187500 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -933749.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -933847.312500 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -933847.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -933919.250000 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -933919.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -933962.562500 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -933962.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -934006.187500 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -934006.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -934042.687500 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -934042.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -934088.437500 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -934088.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -934135.875000 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -934135.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -934193.625000 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -934193.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -934245.687500 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -934245.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -934288.500000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -934288.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -934325.687500 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -934325.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -934354.687500 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -934354.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -934376.000000 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -934376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -934396.312500 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -934396.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -934405.875000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -934405.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -934417.437500 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -934417.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -934432.750000 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -934432.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -934443.062500 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -934443.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -934463.562500 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -934463.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -934493.750000 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -934493.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -934539.375000 Penalty: 4521.986328
	Iteration 35Q: 3 clusters Score -934539.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -934605.562500 Penalty: 4521.986328
	Iteration 36Q: 3 clusters Score -934605.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -934681.312500 Penalty: 4521.986328
	Iteration 37Q: 3 clusters Score -934681.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -934737.687500 Penalty: 4521.986328
	Iteration 38Q: 3 clusters Score -934737.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -934788.562500 Penalty: 4521.986328
	Iteration 39Q: 3 clusters Score -934788.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -934837.875000 Penalty: 4521.986328
	Iteration 40F: 3 clusters Score -934837.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -934875.375000 Penalty: 4521.986328
	Iteration 41Q: 3 clusters Score -934875.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -934902.500000 Penalty: 4521.986328
	Iteration 42Q: 3 clusters Score -934902.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -934922.875000 Penalty: 4521.986328
	Iteration 43Q: 3 clusters Score -934922.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -934932.000000 Penalty: 4521.986328
	Iteration 44Q: 3 clusters Score -934932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -934940.250000 Penalty: 4521.986328
	Iteration 45Q: 3 clusters Score -934940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -934944.375000 Penalty: 4521.986328
	Iteration 46Q: 3 clusters Score -934944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -934945.250000 Penalty: 4521.986328
	Iteration 47Q: 3 clusters Score -934945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -934945.812500 Penalty: 4521.986328
	Iteration 48Q: 3 clusters Score -934945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -934946.125000 Penalty: 4521.986328
	Iteration 49Q: 3 clusters Score -934946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -934947.875000 Penalty: 4521.986328
	Iteration 50Q: 3 clusters Score -934947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -934949.000000 Penalty: 4521.986328
	Iteration 51Q: 3 clusters Score -934949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -934951.125000 Penalty: 4521.986328
	Iteration 52Q: 3 clusters Score -934951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -934953.187500 Penalty: 4521.986328
	Iteration 53Q: 3 clusters Score -934953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -934953.750000 Penalty: 4521.986328
	Iteration 54Q: 3 clusters Score -934953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -934952.937500 Penalty: 4521.986328
	Iteration 55Q: 3 clusters Score -934952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -934952.375000 Penalty: 4521.986328
	Iteration 56Q: 3 clusters Score -934952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -934952.687500 Penalty: 4521.986328
	Iteration 57Q: 3 clusters Score -934952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -934952.687500 Penalty: 4521.986328
	Iteration 58F: 3 clusters Score -934952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 7141 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 1967 members 
Entering Unmasked Estep 
Score: -212295472.000000 Penalty: 370088.218750
Splitting cluster 47 changes total score from -212296576.000000 to -212295472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (41865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Entering Unmasked Estep 
Score: -4851435.500000 Penalty: 2639.266846
	Iteration 0F: 2 clusters Score -4851436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4823162.500000 Penalty: 5278.533691
	Iteration 0F: 3 clusters Score -4823162 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4833767.500000 Penalty: 5278.533691
	Iteration 1F: 3 clusters Score -4833768 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4834334.000000 Penalty: 5278.533691
	Iteration 2Q: 3 clusters Score -4834334 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4834790.000000 Penalty: 5278.533691
	Iteration 3Q: 3 clusters Score -4834790 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4835193.000000 Penalty: 5278.533691
	Iteration 4Q: 3 clusters Score -4835193 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4835670.500000 Penalty: 5278.533691
	Iteration 5Q: 3 clusters Score -4835670 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4836179.500000 Penalty: 5278.533691
	Iteration 6Q: 3 clusters Score -4836180 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4836798.500000 Penalty: 5278.533691
	Iteration 7Q: 3 clusters Score -4836798 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4837589.000000 Penalty: 5278.533691
	Iteration 8Q: 3 clusters Score -4837589 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4838434.000000 Penalty: 5278.533691
	Iteration 9Q: 3 clusters Score -4838434 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -4839350.500000 Penalty: 5278.533691
	Iteration 10Q: 3 clusters Score -4839350 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4840301.000000 Penalty: 5278.533691
	Iteration 11Q: 3 clusters Score -4840301 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4841323.500000 Penalty: 5278.533691
	Iteration 12Q: 3 clusters Score -4841324 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4842363.000000 Penalty: 5278.533691
	Iteration 13Q: 3 clusters Score -4842363 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4843126.500000 Penalty: 5278.533691
	Iteration 14Q: 3 clusters Score -4843126 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4843604.500000 Penalty: 5278.533691
	Iteration 15Q: 3 clusters Score -4843604 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4843886.000000 Penalty: 5278.533691
	Iteration 16Q: 3 clusters Score -4843886 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4844092.000000 Penalty: 5278.533691
	Iteration 17Q: 3 clusters Score -4844092 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4844308.500000 Penalty: 5278.533691
	Iteration 18Q: 3 clusters Score -4844308 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4844470.500000 Penalty: 5278.533691
	Iteration 19Q: 3 clusters Score -4844470 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4844672.000000 Penalty: 5278.533691
	Iteration 20F: 3 clusters Score -4844672 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4844865.500000 Penalty: 5278.533691
	Iteration 21Q: 3 clusters Score -4844866 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4845070.000000 Penalty: 5278.533691
	Iteration 22Q: 3 clusters Score -4845070 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4845266.000000 Penalty: 5278.533691
	Iteration 23Q: 3 clusters Score -4845266 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4845502.000000 Penalty: 5278.533691
	Iteration 24Q: 3 clusters Score -4845502 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4845749.000000 Penalty: 5278.533691
	Iteration 25Q: 3 clusters Score -4845749 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4845961.500000 Penalty: 5278.533691
	Iteration 26Q: 3 clusters Score -4845962 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4846208.500000 Penalty: 5278.533691
	Iteration 27Q: 3 clusters Score -4846208 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4846484.000000 Penalty: 5278.533691
	Iteration 28Q: 3 clusters Score -4846484 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4846695.000000 Penalty: 5278.533691
	Iteration 29Q: 3 clusters Score -4846695 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4846925.500000 Penalty: 5278.533691
	Iteration 30Q: 3 clusters Score -4846926 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -4847200.000000 Penalty: 5278.533691
	Iteration 31Q: 3 clusters Score -4847200 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4847448.500000 Penalty: 5278.533691
	Iteration 32Q: 3 clusters Score -4847448 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4847682.500000 Penalty: 5278.533691
	Iteration 33Q: 3 clusters Score -4847682 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4847829.500000 Penalty: 5278.533691
	Iteration 34Q: 3 clusters Score -4847830 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4847986.000000 Penalty: 5278.533691
	Iteration 35Q: 3 clusters Score -4847986 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -4848134.500000 Penalty: 5278.533691
	Iteration 36Q: 3 clusters Score -4848134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -4848242.000000 Penalty: 5278.533691
	Iteration 37Q: 3 clusters Score -4848242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4848352.000000 Penalty: 5278.533691
	Iteration 38Q: 3 clusters Score -4848352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4848435.500000 Penalty: 5278.533691
	Iteration 39Q: 3 clusters Score -4848436 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -4848509.000000 Penalty: 5278.533691
	Iteration 40F: 3 clusters Score -4848509 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4848581.000000 Penalty: 5278.533691
	Iteration 41Q: 3 clusters Score -4848581 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4848672.500000 Penalty: 5278.533691
	Iteration 42Q: 3 clusters Score -4848672 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -4848735.500000 Penalty: 5278.533691
	Iteration 43Q: 3 clusters Score -4848736 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4848797.000000 Penalty: 5278.533691
	Iteration 44Q: 3 clusters Score -4848797 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -4848849.000000 Penalty: 5278.533691
	Iteration 45Q: 3 clusters Score -4848849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -4848892.500000 Penalty: 5278.533691
	Iteration 46Q: 3 clusters Score -4848892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4848931.500000 Penalty: 5278.533691
	Iteration 47Q: 3 clusters Score -4848932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4848981.000000 Penalty: 5278.533691
	Iteration 48Q: 3 clusters Score -4848981 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4849022.000000 Penalty: 5278.533691
	Iteration 49Q: 3 clusters Score -4849022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4849056.000000 Penalty: 5278.533691
	Iteration 50Q: 3 clusters Score -4849056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -4849095.500000 Penalty: 5278.533691
	Iteration 51Q: 3 clusters Score -4849096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -4849116.000000 Penalty: 5278.533691
	Iteration 52Q: 3 clusters Score -4849116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4849125.000000 Penalty: 5278.533691
	Iteration 53Q: 3 clusters Score -4849125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -4849139.500000 Penalty: 5278.533691
	Iteration 54Q: 3 clusters Score -4849140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -4849151.500000 Penalty: 5278.533691
	Iteration 55Q: 3 clusters Score -4849152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -4849161.000000 Penalty: 5278.533691
	Iteration 56Q: 3 clusters Score -4849161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4849166.500000 Penalty: 5278.533691
	Iteration 57Q: 3 clusters Score -4849166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -4849172.500000 Penalty: 5278.533691
	Iteration 58Q: 3 clusters Score -4849172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -4849178.500000 Penalty: 5278.533691
	Iteration 59Q: 3 clusters Score -4849178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -4849174.000000 Penalty: 5278.533691
	Iteration 60F: 3 clusters Score -4849174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -4849178.000000 Penalty: 5278.533691
	Iteration 61Q: 3 clusters Score -4849178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -4849181.000000 Penalty: 5278.533691
	Iteration 62Q: 3 clusters Score -4849181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4849181.000000 Penalty: 5278.533691
	Iteration 63Q: 3 clusters Score -4849181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -4849186.000000 Penalty: 5278.533691
	Iteration 64Q: 3 clusters Score -4849186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4849187.000000 Penalty: 5278.533691
	Iteration 65Q: 3 clusters Score -4849187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -4849186.500000 Penalty: 5278.533691
	Iteration 66Q: 3 clusters Score -4849186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4849189.500000 Penalty: 5278.533691
	Iteration 67Q: 3 clusters Score -4849190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4849189.500000 Penalty: 5278.533691
	Iteration 68F: 3 clusters Score -4849190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1110932.000000 Penalty: 2305.536621
	Iteration 0F: 2 clusters Score -1110932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1102735.375000 Penalty: 4611.073242
	Iteration 0F: 3 clusters Score -1102735 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1105483.625000 Penalty: 4611.073242
	Iteration 1F: 3 clusters Score -1105484 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1106177.875000 Penalty: 4611.073242
	Iteration 2F: 3 clusters Score -1106178 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1106798.500000 Penalty: 4611.073242
	Iteration 3F: 3 clusters Score -1106798 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1107374.250000 Penalty: 4611.073242
	Iteration 4F: 3 clusters Score -1107374 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1107819.000000 Penalty: 4611.073242
	Iteration 5F: 3 clusters Score -1107819 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1108151.000000 Penalty: 4611.073242
	Iteration 6F: 3 clusters Score -1108151 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1108436.750000 Penalty: 4611.073242
	Iteration 7Q: 3 clusters Score -1108437 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1108675.000000 Penalty: 4611.073242
	Iteration 8Q: 3 clusters Score -1108675 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1108849.125000 Penalty: 4611.073242
	Iteration 9Q: 3 clusters Score -1108849 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1108981.750000 Penalty: 4611.073242
	Iteration 10Q: 3 clusters Score -1108982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1109103.500000 Penalty: 4611.073242
	Iteration 11Q: 3 clusters Score -1109104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1109199.750000 Penalty: 4611.073242
	Iteration 12Q: 3 clusters Score -1109200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1109286.125000 Penalty: 4611.073242
	Iteration 13Q: 3 clusters Score -1109286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1109343.875000 Penalty: 4611.073242
	Iteration 14Q: 3 clusters Score -1109344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1109380.250000 Penalty: 4611.073242
	Iteration 15Q: 3 clusters Score -1109380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1109411.000000 Penalty: 4611.073242
	Iteration 16Q: 3 clusters Score -1109411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1109436.500000 Penalty: 4611.073242
	Iteration 17Q: 3 clusters Score -1109436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1109453.375000 Penalty: 4611.073242
	Iteration 18Q: 3 clusters Score -1109453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1109470.125000 Penalty: 4611.073242
	Iteration 19Q: 3 clusters Score -1109470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1109481.875000 Penalty: 4611.073242
	Iteration 20F: 3 clusters Score -1109482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1109492.750000 Penalty: 4611.073242
	Iteration 21Q: 3 clusters Score -1109493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1109509.250000 Penalty: 4611.073242
	Iteration 22Q: 3 clusters Score -1109509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1109524.375000 Penalty: 4611.073242
	Iteration 23Q: 3 clusters Score -1109524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1109534.125000 Penalty: 4611.073242
	Iteration 24Q: 3 clusters Score -1109534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1109538.750000 Penalty: 4611.073242
	Iteration 25Q: 3 clusters Score -1109539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1109543.875000 Penalty: 4611.073242
	Iteration 26Q: 3 clusters Score -1109544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1109548.500000 Penalty: 4611.073242
	Iteration 27Q: 3 clusters Score -1109548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1109552.875000 Penalty: 4611.073242
	Iteration 28Q: 3 clusters Score -1109553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1109557.500000 Penalty: 4611.073242
	Iteration 29Q: 3 clusters Score -1109558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1109559.625000 Penalty: 4611.073242
	Iteration 30Q: 3 clusters Score -1109560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1109562.750000 Penalty: 4611.073242
	Iteration 31Q: 3 clusters Score -1109563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1109568.625000 Penalty: 4611.073242
	Iteration 32Q: 3 clusters Score -1109569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1109569.000000 Penalty: 4611.073242
	Iteration 33Q: 3 clusters Score -1109569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1109571.750000 Penalty: 4611.073242
	Iteration 34Q: 3 clusters Score -1109572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1109574.875000 Penalty: 4611.073242
	Iteration 35Q: 3 clusters Score -1109575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1109576.125000 Penalty: 4611.073242
	Iteration 36Q: 3 clusters Score -1109576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1109578.375000 Penalty: 4611.073242
	Iteration 37Q: 3 clusters Score -1109578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1109579.125000 Penalty: 4611.073242
	Iteration 38Q: 3 clusters Score -1109579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1109578.750000 Penalty: 4611.073242
	Iteration 39Q: 3 clusters Score -1109579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1109578.375000 Penalty: 4611.073242
	Iteration 40F: 3 clusters Score -1109578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1109580.000000 Penalty: 4611.073242
	Iteration 41Q: 3 clusters Score -1109580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1109579.250000 Penalty: 4611.073242
	Iteration 42Q: 3 clusters Score -1109579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1109579.625000 Penalty: 4611.073242
	Iteration 43Q: 3 clusters Score -1109580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1109580.875000 Penalty: 4611.073242
	Iteration 44Q: 3 clusters Score -1109581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1109580.875000 Penalty: 4611.073242
	Iteration 45Q: 3 clusters Score -1109581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1109582.125000 Penalty: 4611.073242
	Iteration 46Q: 3 clusters Score -1109582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1109581.125000 Penalty: 4611.073242
	Iteration 47Q: 3 clusters Score -1109581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1109585.625000 Penalty: 4611.073242
	Iteration 48Q: 3 clusters Score -1109586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1109585.625000 Penalty: 4611.073242
	Iteration 49Q: 3 clusters Score -1109586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1109593.125000 Penalty: 4611.073242
	Iteration 50Q: 3 clusters Score -1109593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1109592.375000 Penalty: 4611.073242
	Iteration 51Q: 3 clusters Score -1109592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1109594.125000 Penalty: 4611.073242
	Iteration 52Q: 3 clusters Score -1109594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1109595.000000 Penalty: 4611.073242
	Iteration 53Q: 3 clusters Score -1109595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1109597.250000 Penalty: 4611.073242
	Iteration 54Q: 3 clusters Score -1109597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1109597.375000 Penalty: 4611.073242
	Iteration 55Q: 3 clusters Score -1109597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1109603.250000 Penalty: 4611.073242
	Iteration 56Q: 3 clusters Score -1109603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1109601.375000 Penalty: 4611.073242
	Iteration 57Q: 3 clusters Score -1109601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1109604.000000 Penalty: 4611.073242
	Iteration 58Q: 3 clusters Score -1109604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1109603.250000 Penalty: 4611.073242
	Iteration 59Q: 3 clusters Score -1109603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1109608.250000 Penalty: 4611.073242
	Iteration 60F: 3 clusters Score -1109608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1109611.250000 Penalty: 4611.073242
	Iteration 61Q: 3 clusters Score -1109611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1109613.750000 Penalty: 4611.073242
	Iteration 62Q: 3 clusters Score -1109614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1109613.875000 Penalty: 4611.073242
	Iteration 63Q: 3 clusters Score -1109614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1109615.750000 Penalty: 4611.073242
	Iteration 64Q: 3 clusters Score -1109616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1109619.125000 Penalty: 4611.073242
	Iteration 65Q: 3 clusters Score -1109619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1109622.750000 Penalty: 4611.073242
	Iteration 66Q: 3 clusters Score -1109623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1109624.000000 Penalty: 4611.073242
	Iteration 67Q: 3 clusters Score -1109624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1109626.875000 Penalty: 4611.073242
	Iteration 68Q: 3 clusters Score -1109627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1109628.625000 Penalty: 4611.073242
	Iteration 69Q: 3 clusters Score -1109629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1109633.375000 Penalty: 4611.073242
	Iteration 70Q: 3 clusters Score -1109633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1109635.750000 Penalty: 4611.073242
	Iteration 71Q: 3 clusters Score -1109636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1109638.875000 Penalty: 4611.073242
	Iteration 72Q: 3 clusters Score -1109639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1109639.375000 Penalty: 4611.073242
	Iteration 73Q: 3 clusters Score -1109639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1109638.375000 Penalty: 4611.073242
	Iteration 74Q: 3 clusters Score -1109638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1109638.625000 Penalty: 4611.073242
	Iteration 75Q: 3 clusters Score -1109639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1109640.000000 Penalty: 4611.073242
	Iteration 76Q: 3 clusters Score -1109640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1109644.250000 Penalty: 4611.073242
	Iteration 77Q: 3 clusters Score -1109644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1109649.500000 Penalty: 4611.073242
	Iteration 78Q: 3 clusters Score -1109650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1109650.250000 Penalty: 4611.073242
	Iteration 79Q: 3 clusters Score -1109650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1109655.500000 Penalty: 4611.073242
	Iteration 80F: 3 clusters Score -1109656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1109656.625000 Penalty: 4611.073242
	Iteration 81Q: 3 clusters Score -1109657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1109664.625000 Penalty: 4611.073242
	Iteration 82Q: 3 clusters Score -1109665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1109668.500000 Penalty: 4611.073242
	Iteration 83Q: 3 clusters Score -1109668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1109674.125000 Penalty: 4611.073242
	Iteration 84Q: 3 clusters Score -1109674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1109681.375000 Penalty: 4611.073242
	Iteration 85Q: 3 clusters Score -1109681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1109682.000000 Penalty: 4611.073242
	Iteration 86Q: 3 clusters Score -1109682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1109691.000000 Penalty: 4611.073242
	Iteration 87Q: 3 clusters Score -1109691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1109695.625000 Penalty: 4611.073242
	Iteration 88Q: 3 clusters Score -1109696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1109695.875000 Penalty: 4611.073242
	Iteration 89Q: 3 clusters Score -1109696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1109698.375000 Penalty: 4611.073242
	Iteration 90Q: 3 clusters Score -1109698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1109700.000000 Penalty: 4611.073242
	Iteration 91Q: 3 clusters Score -1109700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1109702.125000 Penalty: 4611.073242
	Iteration 92Q: 3 clusters Score -1109702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1109704.125000 Penalty: 4611.073242
	Iteration 93Q: 3 clusters Score -1109704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1109707.750000 Penalty: 4611.073242
	Iteration 94Q: 3 clusters Score -1109708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1109704.125000 Penalty: 4611.073242
	Iteration 95Q: 3 clusters Score -1109704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1109706.500000 Penalty: 4611.073242
	Iteration 96Q: 3 clusters Score -1109706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1109708.500000 Penalty: 4611.073242
	Iteration 97Q: 3 clusters Score -1109708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1109708.750000 Penalty: 4611.073242
	Iteration 98Q: 3 clusters Score -1109709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1109709.750000 Penalty: 4611.073242
	Iteration 99Q: 3 clusters Score -1109710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1109711.125000 Penalty: 4611.073242
	Iteration 100F: 3 clusters Score -1109711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1109714.875000 Penalty: 4611.073242
	Iteration 101Q: 3 clusters Score -1109715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1109717.750000 Penalty: 4611.073242
	Iteration 102Q: 3 clusters Score -1109718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1109717.250000 Penalty: 4611.073242
	Iteration 103Q: 3 clusters Score -1109717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1109719.875000 Penalty: 4611.073242
	Iteration 104Q: 3 clusters Score -1109720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1109719.500000 Penalty: 4611.073242
	Iteration 105Q: 3 clusters Score -1109720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1109723.125000 Penalty: 4611.073242
	Iteration 106Q: 3 clusters Score -1109723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1109724.125000 Penalty: 4611.073242
	Iteration 107Q: 3 clusters Score -1109724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1109725.750000 Penalty: 4611.073242
	Iteration 108Q: 3 clusters Score -1109726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1109724.375000 Penalty: 4611.073242
	Iteration 109Q: 3 clusters Score -1109724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1109726.500000 Penalty: 4611.073242
	Iteration 110Q: 3 clusters Score -1109726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1109727.125000 Penalty: 4611.073242
	Iteration 111Q: 3 clusters Score -1109727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1109728.875000 Penalty: 4611.073242
	Iteration 112Q: 3 clusters Score -1109729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1109728.250000 Penalty: 4611.073242
	Iteration 113Q: 3 clusters Score -1109728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1109728.250000 Penalty: 4611.073242
	Iteration 114F: 3 clusters Score -1109728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1017538.312500 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1017538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1010621.687500 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1010622 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1012606.062500 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1012606 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1012911.375000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1012911 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1013136.250000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1013136 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1013300.250000 Penalty: 4501.076172
	Iteration 4Q: 3 clusters Score -1013300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1013453.875000 Penalty: 4501.076172
	Iteration 5Q: 3 clusters Score -1013454 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1013593.812500 Penalty: 4501.076172
	Iteration 6Q: 3 clusters Score -1013594 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1013728.437500 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -1013728 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1013856.875000 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -1013857 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1013978.812500 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1013979 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1014103.000000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1014103 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1014225.062500 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1014225 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1014368.375000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1014368 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1014527.625000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1014528 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1014711.000000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1014711 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1014937.000000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1014937 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1015207.625000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1015208 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1015538.500000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1015538 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1015903.312500 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1015903 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1016212.000000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1016212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1016383.937500 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1016384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1016480.125000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1016480 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1016527.500000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1016528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1016551.250000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1016551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1016566.250000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1016566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1016583.250000 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -1016583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1016598.312500 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -1016598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1016608.187500 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -1016608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1016611.812500 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -1016612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1016616.375000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -1016616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1016616.562500 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -1016617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1016617.750000 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -1016618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1016618.750000 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -1016619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1016619.625000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -1016620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1016620.937500 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -1016621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1016622.687500 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -1016623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1016623.937500 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -1016624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1016624.750000 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -1016625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1016623.812500 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -1016624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1016623.687500 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -1016624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1016626.125000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -1016626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1016626.625000 Penalty: 4501.076172
	Iteration 41Q: 3 clusters Score -1016627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1016626.625000 Penalty: 4501.076172
	Iteration 42Q: 3 clusters Score -1016627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1016625.875000 Penalty: 4501.076172
	Iteration 43Q: 3 clusters Score -1016626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1016625.875000 Penalty: 4501.076172
	Iteration 44F: 3 clusters Score -1016626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Entering Unmasked Estep 
Score: -2309963.000000 Penalty: 2459.378418
	Iteration 0F: 2 clusters Score -2309963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2295708.500000 Penalty: 4918.756836
	Iteration 0F: 3 clusters Score -2295708 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2300679.000000 Penalty: 4918.756836
	Iteration 1F: 3 clusters Score -2300679 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2301316.250000 Penalty: 4918.756836
	Iteration 2F: 3 clusters Score -2301316 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2302024.500000 Penalty: 4918.756836
	Iteration 3F: 3 clusters Score -2302024 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2302737.500000 Penalty: 4918.756836
	Iteration 4F: 3 clusters Score -2302738 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2303422.250000 Penalty: 4918.756836
	Iteration 5F: 3 clusters Score -2303422 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2303967.250000 Penalty: 4918.756836
	Iteration 6F: 3 clusters Score -2303967 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2304382.750000 Penalty: 4918.756836
	Iteration 7Q: 3 clusters Score -2304383 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2304706.250000 Penalty: 4918.756836
	Iteration 8Q: 3 clusters Score -2304706 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2304961.250000 Penalty: 4918.756836
	Iteration 9Q: 3 clusters Score -2304961 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2305161.750000 Penalty: 4918.756836
	Iteration 10Q: 3 clusters Score -2305162 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2305317.500000 Penalty: 4918.756836
	Iteration 11Q: 3 clusters Score -2305318 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2305448.000000 Penalty: 4918.756836
	Iteration 12Q: 3 clusters Score -2305448 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2305576.250000 Penalty: 4918.756836
	Iteration 13Q: 3 clusters Score -2305576 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2305699.250000 Penalty: 4918.756836
	Iteration 14Q: 3 clusters Score -2305699 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2305806.750000 Penalty: 4918.756836
	Iteration 15Q: 3 clusters Score -2305807 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2305920.000000 Penalty: 4918.756836
	Iteration 16Q: 3 clusters Score -2305920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2306036.750000 Penalty: 4918.756836
	Iteration 17Q: 3 clusters Score -2306037 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2306156.250000 Penalty: 4918.756836
	Iteration 18Q: 3 clusters Score -2306156 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2306280.250000 Penalty: 4918.756836
	Iteration 19Q: 3 clusters Score -2306280 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2306447.750000 Penalty: 4918.756836
	Iteration 20F: 3 clusters Score -2306448 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2306613.750000 Penalty: 4918.756836
	Iteration 21Q: 3 clusters Score -2306614 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2306802.250000 Penalty: 4918.756836
	Iteration 22Q: 3 clusters Score -2306802 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2307008.500000 Penalty: 4918.756836
	Iteration 23Q: 3 clusters Score -2307008 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2307182.000000 Penalty: 4918.756836
	Iteration 24Q: 3 clusters Score -2307182 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2307324.500000 Penalty: 4918.756836
	Iteration 25Q: 3 clusters Score -2307324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2307443.000000 Penalty: 4918.756836
	Iteration 26Q: 3 clusters Score -2307443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2307540.750000 Penalty: 4918.756836
	Iteration 27Q: 3 clusters Score -2307541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2307628.500000 Penalty: 4918.756836
	Iteration 28Q: 3 clusters Score -2307628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2307696.000000 Penalty: 4918.756836
	Iteration 29Q: 3 clusters Score -2307696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2307745.750000 Penalty: 4918.756836
	Iteration 30Q: 3 clusters Score -2307746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2307797.000000 Penalty: 4918.756836
	Iteration 31Q: 3 clusters Score -2307797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2307842.500000 Penalty: 4918.756836
	Iteration 32Q: 3 clusters Score -2307842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2307877.500000 Penalty: 4918.756836
	Iteration 33Q: 3 clusters Score -2307878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2307908.000000 Penalty: 4918.756836
	Iteration 34Q: 3 clusters Score -2307908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2307928.500000 Penalty: 4918.756836
	Iteration 35Q: 3 clusters Score -2307928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2307939.250000 Penalty: 4918.756836
	Iteration 36Q: 3 clusters Score -2307939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2307958.750000 Penalty: 4918.756836
	Iteration 37Q: 3 clusters Score -2307959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2307977.500000 Penalty: 4918.756836
	Iteration 38Q: 3 clusters Score -2307978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2307987.250000 Penalty: 4918.756836
	Iteration 39Q: 3 clusters Score -2307987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2307992.500000 Penalty: 4918.756836
	Iteration 40F: 3 clusters Score -2307992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2307993.750000 Penalty: 4918.756836
	Iteration 41Q: 3 clusters Score -2307994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2307993.750000 Penalty: 4918.756836
	Iteration 42Q: 3 clusters Score -2307994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2307997.500000 Penalty: 4918.756836
	Iteration 43Q: 3 clusters Score -2307998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2308001.500000 Penalty: 4918.756836
	Iteration 44Q: 3 clusters Score -2308002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2308006.250000 Penalty: 4918.756836
	Iteration 45Q: 3 clusters Score -2308006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2308007.000000 Penalty: 4918.756836
	Iteration 46Q: 3 clusters Score -2308007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2308006.250000 Penalty: 4918.756836
	Iteration 47Q: 3 clusters Score -2308006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2308010.250000 Penalty: 4918.756836
	Iteration 48Q: 3 clusters Score -2308010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2308013.250000 Penalty: 4918.756836
	Iteration 49Q: 3 clusters Score -2308013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2308014.000000 Penalty: 4918.756836
	Iteration 50Q: 3 clusters Score -2308014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2308014.750000 Penalty: 4918.756836
	Iteration 51Q: 3 clusters Score -2308015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2308016.000000 Penalty: 4918.756836
	Iteration 52Q: 3 clusters Score -2308016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2308013.250000 Penalty: 4918.756836
	Iteration 53Q: 3 clusters Score -2308013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2308016.750000 Penalty: 4918.756836
	Iteration 54Q: 3 clusters Score -2308017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2308019.000000 Penalty: 4918.756836
	Iteration 55Q: 3 clusters Score -2308019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2308019.250000 Penalty: 4918.756836
	Iteration 56Q: 3 clusters Score -2308019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2308016.250000 Penalty: 4918.756836
	Iteration 57Q: 3 clusters Score -2308016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2308016.500000 Penalty: 4918.756836
	Iteration 58Q: 3 clusters Score -2308016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2308018.000000 Penalty: 4918.756836
	Iteration 59Q: 3 clusters Score -2308018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2308018.000000 Penalty: 4918.756836
	Iteration 60F: 3 clusters Score -2308018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (33588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Entering Unmasked Estep 
Score: -3778376.500000 Penalty: 2584.637207
	Iteration 0F: 2 clusters Score -3778376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3755432.250000 Penalty: 5169.274414
	Iteration 0F: 3 clusters Score -3755432 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3763934.750000 Penalty: 5169.274414
	Iteration 1F: 3 clusters Score -3763935 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3764627.250000 Penalty: 5169.274414
	Iteration 2F: 3 clusters Score -3764627 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3765465.000000 Penalty: 5169.274414
	Iteration 3F: 3 clusters Score -3765465 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3766556.000000 Penalty: 5169.274414
	Iteration 4F: 3 clusters Score -3766556 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3767866.250000 Penalty: 5169.274414
	Iteration 5F: 3 clusters Score -3767866 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3769261.250000 Penalty: 5169.274414
	Iteration 6F: 3 clusters Score -3769261 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3770454.500000 Penalty: 5169.274414
	Iteration 7F: 3 clusters Score -3770454 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3771414.250000 Penalty: 5169.274414
	Iteration 8Q: 3 clusters Score -3771414 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3772176.250000 Penalty: 5169.274414
	Iteration 9Q: 3 clusters Score -3772176 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3772804.750000 Penalty: 5169.274414
	Iteration 10Q: 3 clusters Score -3772805 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3773401.500000 Penalty: 5169.274414
	Iteration 11Q: 3 clusters Score -3773402 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3773907.000000 Penalty: 5169.274414
	Iteration 12Q: 3 clusters Score -3773907 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3774384.000000 Penalty: 5169.274414
	Iteration 13Q: 3 clusters Score -3774384 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3774800.500000 Penalty: 5169.274414
	Iteration 14Q: 3 clusters Score -3774800 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3775137.750000 Penalty: 5169.274414
	Iteration 15Q: 3 clusters Score -3775138 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3775377.750000 Penalty: 5169.274414
	Iteration 16Q: 3 clusters Score -3775378 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3775554.000000 Penalty: 5169.274414
	Iteration 17Q: 3 clusters Score -3775554 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3775698.500000 Penalty: 5169.274414
	Iteration 18Q: 3 clusters Score -3775698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3775817.000000 Penalty: 5169.274414
	Iteration 19Q: 3 clusters Score -3775817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3775889.750000 Penalty: 5169.274414
	Iteration 20F: 3 clusters Score -3775890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3775952.000000 Penalty: 5169.274414
	Iteration 21Q: 3 clusters Score -3775952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3775988.250000 Penalty: 5169.274414
	Iteration 22Q: 3 clusters Score -3775988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3776033.500000 Penalty: 5169.274414
	Iteration 23Q: 3 clusters Score -3776034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3776063.500000 Penalty: 5169.274414
	Iteration 24Q: 3 clusters Score -3776064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3776094.750000 Penalty: 5169.274414
	Iteration 25Q: 3 clusters Score -3776095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3776111.500000 Penalty: 5169.274414
	Iteration 26Q: 3 clusters Score -3776112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3776127.750000 Penalty: 5169.274414
	Iteration 27Q: 3 clusters Score -3776128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3776150.500000 Penalty: 5169.274414
	Iteration 28Q: 3 clusters Score -3776150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3776160.500000 Penalty: 5169.274414
	Iteration 29Q: 3 clusters Score -3776160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3776174.500000 Penalty: 5169.274414
	Iteration 30Q: 3 clusters Score -3776174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3776192.250000 Penalty: 5169.274414
	Iteration 31Q: 3 clusters Score -3776192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3776201.250000 Penalty: 5169.274414
	Iteration 32Q: 3 clusters Score -3776201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3776222.500000 Penalty: 5169.274414
	Iteration 33Q: 3 clusters Score -3776222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3776223.000000 Penalty: 5169.274414
	Iteration 34Q: 3 clusters Score -3776223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3776230.500000 Penalty: 5169.274414
	Iteration 35Q: 3 clusters Score -3776230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3776238.750000 Penalty: 5169.274414
	Iteration 36Q: 3 clusters Score -3776239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3776253.500000 Penalty: 5169.274414
	Iteration 37Q: 3 clusters Score -3776254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3776259.250000 Penalty: 5169.274414
	Iteration 38Q: 3 clusters Score -3776259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3776262.250000 Penalty: 5169.274414
	Iteration 39Q: 3 clusters Score -3776262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3776262.750000 Penalty: 5169.274414
	Iteration 40F: 3 clusters Score -3776263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3776270.500000 Penalty: 5169.274414
	Iteration 41Q: 3 clusters Score -3776270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3776268.750000 Penalty: 5169.274414
	Iteration 42Q: 3 clusters Score -3776269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3776264.750000 Penalty: 5169.274414
	Iteration 43Q: 3 clusters Score -3776265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3776269.500000 Penalty: 5169.274414
	Iteration 44Q: 3 clusters Score -3776270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3776272.000000 Penalty: 5169.274414
	Iteration 45Q: 3 clusters Score -3776272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3776269.000000 Penalty: 5169.274414
	Iteration 46Q: 3 clusters Score -3776269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3776270.750000 Penalty: 5169.274414
	Iteration 47Q: 3 clusters Score -3776271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3776270.750000 Penalty: 5169.274414
	Iteration 48F: 3 clusters Score -3776271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -79928.117188 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -79928.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78199.210938 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -78199.21 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78415.531250 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -78415.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78499.320312 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -78499.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78546.429688 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -78546.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78579.398438 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -78579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78605.929688 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -78605.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78622.210938 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -78622.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78642.835938 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -78642.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78659.187500 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -78659.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78663.078125 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -78663.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78673.375000 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -78673.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78682.101562 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -78682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78687.906250 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -78687.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78699.609375 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -78699.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78720.359375 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -78720.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78768.632812 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -78768.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78829.132812 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -78829.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78873.218750 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -78873.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78894.039062 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -78894.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78903.515625 Penalty: 3268.789307
	Iteration 19Q: 3 clusters Score -78903.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78914.078125 Penalty: 3268.789307
	Iteration 20F: 3 clusters Score -78914.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78918.593750 Penalty: 3268.789307
	Iteration 21Q: 3 clusters Score -78918.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78920.375000 Penalty: 3268.789307
	Iteration 22Q: 3 clusters Score -78920.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78922.234375 Penalty: 3268.789307
	Iteration 23Q: 3 clusters Score -78922.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78922.554688 Penalty: 3268.789307
	Iteration 24Q: 3 clusters Score -78922.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78923.609375 Penalty: 3268.789307
	Iteration 25Q: 3 clusters Score -78923.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78923.609375 Penalty: 3268.789307
	Iteration 26F: 3 clusters Score -78923.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Entering Unmasked Estep 
Score: -1184484.750000 Penalty: 2318.976318
	Iteration 0F: 2 clusters Score -1184485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1175893.375000 Penalty: 4637.952637
	Iteration 0F: 3 clusters Score -1175893 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1178844.625000 Penalty: 4637.952637
	Iteration 1F: 3 clusters Score -1178845 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1179484.625000 Penalty: 4637.952637
	Iteration 2F: 3 clusters Score -1179485 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1180035.000000 Penalty: 4637.952637
	Iteration 3F: 3 clusters Score -1180035 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1180559.000000 Penalty: 4637.952637
	Iteration 4F: 3 clusters Score -1180559 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1181026.000000 Penalty: 4637.952637
	Iteration 5F: 3 clusters Score -1181026 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1181459.375000 Penalty: 4637.952637
	Iteration 6F: 3 clusters Score -1181459 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1181885.250000 Penalty: 4637.952637
	Iteration 7F: 3 clusters Score -1181885 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1182261.000000 Penalty: 4637.952637
	Iteration 8Q: 3 clusters Score -1182261 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1182552.625000 Penalty: 4637.952637
	Iteration 9Q: 3 clusters Score -1182553 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1182786.250000 Penalty: 4637.952637
	Iteration 10Q: 3 clusters Score -1182786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1182967.375000 Penalty: 4637.952637
	Iteration 11Q: 3 clusters Score -1182967 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1183093.750000 Penalty: 4637.952637
	Iteration 12Q: 3 clusters Score -1183094 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1183176.000000 Penalty: 4637.952637
	Iteration 13Q: 3 clusters Score -1183176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1183252.625000 Penalty: 4637.952637
	Iteration 14Q: 3 clusters Score -1183253 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1183314.625000 Penalty: 4637.952637
	Iteration 15Q: 3 clusters Score -1183315 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1183351.875000 Penalty: 4637.952637
	Iteration 16Q: 3 clusters Score -1183352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1183383.875000 Penalty: 4637.952637
	Iteration 17Q: 3 clusters Score -1183384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1183406.000000 Penalty: 4637.952637
	Iteration 18Q: 3 clusters Score -1183406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1183421.000000 Penalty: 4637.952637
	Iteration 19Q: 3 clusters Score -1183421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1183432.875000 Penalty: 4637.952637
	Iteration 20F: 3 clusters Score -1183433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1183438.875000 Penalty: 4637.952637
	Iteration 21Q: 3 clusters Score -1183439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1183445.625000 Penalty: 4637.952637
	Iteration 22Q: 3 clusters Score -1183446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1183448.750000 Penalty: 4637.952637
	Iteration 23Q: 3 clusters Score -1183449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1183452.500000 Penalty: 4637.952637
	Iteration 24Q: 3 clusters Score -1183452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1183462.375000 Penalty: 4637.952637
	Iteration 25Q: 3 clusters Score -1183462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1183468.750000 Penalty: 4637.952637
	Iteration 26Q: 3 clusters Score -1183469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1183473.500000 Penalty: 4637.952637
	Iteration 27Q: 3 clusters Score -1183474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1183479.125000 Penalty: 4637.952637
	Iteration 28Q: 3 clusters Score -1183479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1183484.250000 Penalty: 4637.952637
	Iteration 29Q: 3 clusters Score -1183484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1183487.375000 Penalty: 4637.952637
	Iteration 30Q: 3 clusters Score -1183487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1183494.625000 Penalty: 4637.952637
	Iteration 31Q: 3 clusters Score -1183495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1183514.875000 Penalty: 4637.952637
	Iteration 32Q: 3 clusters Score -1183515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1183539.500000 Penalty: 4637.952637
	Iteration 33Q: 3 clusters Score -1183540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1183580.875000 Penalty: 4637.952637
	Iteration 34Q: 3 clusters Score -1183581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1183620.875000 Penalty: 4637.952637
	Iteration 35Q: 3 clusters Score -1183621 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1183653.250000 Penalty: 4637.952637
	Iteration 36Q: 3 clusters Score -1183653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1183671.875000 Penalty: 4637.952637
	Iteration 37Q: 3 clusters Score -1183672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1183687.750000 Penalty: 4637.952637
	Iteration 38Q: 3 clusters Score -1183688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1183696.000000 Penalty: 4637.952637
	Iteration 39Q: 3 clusters Score -1183696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1183702.125000 Penalty: 4637.952637
	Iteration 40F: 3 clusters Score -1183702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1183708.125000 Penalty: 4637.952637
	Iteration 41Q: 3 clusters Score -1183708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1183716.000000 Penalty: 4637.952637
	Iteration 42Q: 3 clusters Score -1183716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1183716.125000 Penalty: 4637.952637
	Iteration 43Q: 3 clusters Score -1183716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1183716.500000 Penalty: 4637.952637
	Iteration 44Q: 3 clusters Score -1183716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1183722.375000 Penalty: 4637.952637
	Iteration 45Q: 3 clusters Score -1183722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1183726.375000 Penalty: 4637.952637
	Iteration 46Q: 3 clusters Score -1183726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1183726.500000 Penalty: 4637.952637
	Iteration 47Q: 3 clusters Score -1183726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1183727.750000 Penalty: 4637.952637
	Iteration 48Q: 3 clusters Score -1183728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1183727.875000 Penalty: 4637.952637
	Iteration 49Q: 3 clusters Score -1183728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1183730.125000 Penalty: 4637.952637
	Iteration 50Q: 3 clusters Score -1183730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1183731.750000 Penalty: 4637.952637
	Iteration 51Q: 3 clusters Score -1183732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1183733.250000 Penalty: 4637.952637
	Iteration 52Q: 3 clusters Score -1183733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1183736.875000 Penalty: 4637.952637
	Iteration 53Q: 3 clusters Score -1183737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1183737.625000 Penalty: 4637.952637
	Iteration 54Q: 3 clusters Score -1183738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1183742.875000 Penalty: 4637.952637
	Iteration 55Q: 3 clusters Score -1183743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1183742.375000 Penalty: 4637.952637
	Iteration 56Q: 3 clusters Score -1183742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1183746.000000 Penalty: 4637.952637
	Iteration 57Q: 3 clusters Score -1183746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1183750.875000 Penalty: 4637.952637
	Iteration 58Q: 3 clusters Score -1183751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1183751.250000 Penalty: 4637.952637
	Iteration 59Q: 3 clusters Score -1183751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1183754.625000 Penalty: 4637.952637
	Iteration 60F: 3 clusters Score -1183755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1183757.375000 Penalty: 4637.952637
	Iteration 61Q: 3 clusters Score -1183757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1183758.000000 Penalty: 4637.952637
	Iteration 62Q: 3 clusters Score -1183758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1183763.250000 Penalty: 4637.952637
	Iteration 63Q: 3 clusters Score -1183763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1183767.375000 Penalty: 4637.952637
	Iteration 64Q: 3 clusters Score -1183767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1183769.375000 Penalty: 4637.952637
	Iteration 65Q: 3 clusters Score -1183769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1183773.000000 Penalty: 4637.952637
	Iteration 66Q: 3 clusters Score -1183773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1183777.875000 Penalty: 4637.952637
	Iteration 67Q: 3 clusters Score -1183778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1183779.500000 Penalty: 4637.952637
	Iteration 68Q: 3 clusters Score -1183780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1183783.250000 Penalty: 4637.952637
	Iteration 69Q: 3 clusters Score -1183783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1183786.750000 Penalty: 4637.952637
	Iteration 70Q: 3 clusters Score -1183787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1183792.875000 Penalty: 4637.952637
	Iteration 71Q: 3 clusters Score -1183793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1183799.875000 Penalty: 4637.952637
	Iteration 72Q: 3 clusters Score -1183800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1183802.125000 Penalty: 4637.952637
	Iteration 73Q: 3 clusters Score -1183802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1183816.000000 Penalty: 4637.952637
	Iteration 74Q: 3 clusters Score -1183816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1183840.250000 Penalty: 4637.952637
	Iteration 75Q: 3 clusters Score -1183840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1183870.375000 Penalty: 4637.952637
	Iteration 76Q: 3 clusters Score -1183870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1183898.125000 Penalty: 4637.952637
	Iteration 77Q: 3 clusters Score -1183898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1183936.875000 Penalty: 4637.952637
	Iteration 78Q: 3 clusters Score -1183937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1183970.125000 Penalty: 4637.952637
	Iteration 79Q: 3 clusters Score -1183970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1183995.125000 Penalty: 4637.952637
	Iteration 80F: 3 clusters Score -1183995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1184017.250000 Penalty: 4637.952637
	Iteration 81Q: 3 clusters Score -1184017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1184033.000000 Penalty: 4637.952637
	Iteration 82Q: 3 clusters Score -1184033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1184049.000000 Penalty: 4637.952637
	Iteration 83Q: 3 clusters Score -1184049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1184066.000000 Penalty: 4637.952637
	Iteration 84Q: 3 clusters Score -1184066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1184079.625000 Penalty: 4637.952637
	Iteration 85Q: 3 clusters Score -1184080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1184090.750000 Penalty: 4637.952637
	Iteration 86Q: 3 clusters Score -1184091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1184101.625000 Penalty: 4637.952637
	Iteration 87Q: 3 clusters Score -1184102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1184110.125000 Penalty: 4637.952637
	Iteration 88Q: 3 clusters Score -1184110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1184114.250000 Penalty: 4637.952637
	Iteration 89Q: 3 clusters Score -1184114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1184119.625000 Penalty: 4637.952637
	Iteration 90Q: 3 clusters Score -1184120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1184121.375000 Penalty: 4637.952637
	Iteration 91Q: 3 clusters Score -1184121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1184125.625000 Penalty: 4637.952637
	Iteration 92Q: 3 clusters Score -1184126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1184127.000000 Penalty: 4637.952637
	Iteration 93Q: 3 clusters Score -1184127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1184127.250000 Penalty: 4637.952637
	Iteration 94Q: 3 clusters Score -1184127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1184126.500000 Penalty: 4637.952637
	Iteration 95Q: 3 clusters Score -1184126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1184127.375000 Penalty: 4637.952637
	Iteration 96Q: 3 clusters Score -1184127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1184129.375000 Penalty: 4637.952637
	Iteration 97Q: 3 clusters Score -1184129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1184129.625000 Penalty: 4637.952637
	Iteration 98Q: 3 clusters Score -1184130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1184129.500000 Penalty: 4637.952637
	Iteration 99Q: 3 clusters Score -1184130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1184129.500000 Penalty: 4637.952637
	Iteration 100F: 3 clusters Score -1184130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -252781.000000 Penalty: 2008.237183
	Iteration 0F: 2 clusters Score -252781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -249394.937500 Penalty: 4016.474365
	Iteration 0F: 3 clusters Score -249394.9 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -250553.609375 Penalty: 4016.474365
	Iteration 1F: 3 clusters Score -250553.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -251067.890625 Penalty: 4016.474365
	Iteration 2F: 3 clusters Score -251067.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -251434.093750 Penalty: 4016.474365
	Iteration 3F: 3 clusters Score -251434.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -251708.984375 Penalty: 4016.474365
	Iteration 4F: 3 clusters Score -251709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -251925.171875 Penalty: 4016.474365
	Iteration 5F: 3 clusters Score -251925.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -252078.265625 Penalty: 4016.474365
	Iteration 6Q: 3 clusters Score -252078.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -252174.921875 Penalty: 4016.474365
	Iteration 7Q: 3 clusters Score -252174.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -252250.968750 Penalty: 4016.474365
	Iteration 8Q: 3 clusters Score -252251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -252302.500000 Penalty: 4016.474365
	Iteration 9Q: 3 clusters Score -252302.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -252340.000000 Penalty: 4016.474365
	Iteration 10Q: 3 clusters Score -252340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -252379.828125 Penalty: 4016.474365
	Iteration 11Q: 3 clusters Score -252379.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -252406.343750 Penalty: 4016.474365
	Iteration 12Q: 3 clusters Score -252406.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -252435.265625 Penalty: 4016.474365
	Iteration 13Q: 3 clusters Score -252435.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -252463.109375 Penalty: 4016.474365
	Iteration 14Q: 3 clusters Score -252463.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -252486.421875 Penalty: 4016.474365
	Iteration 15Q: 3 clusters Score -252486.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -252507.109375 Penalty: 4016.474365
	Iteration 16Q: 3 clusters Score -252507.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -252529.375000 Penalty: 4016.474365
	Iteration 17Q: 3 clusters Score -252529.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -252551.000000 Penalty: 4016.474365
	Iteration 18Q: 3 clusters Score -252551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -252581.328125 Penalty: 4016.474365
	Iteration 19Q: 3 clusters Score -252581.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -252614.593750 Penalty: 4016.474365
	Iteration 20F: 3 clusters Score -252614.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -252640.062500 Penalty: 4016.474365
	Iteration 21Q: 3 clusters Score -252640.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -252654.140625 Penalty: 4016.474365
	Iteration 22Q: 3 clusters Score -252654.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -252659.843750 Penalty: 4016.474365
	Iteration 23Q: 3 clusters Score -252659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -252661.703125 Penalty: 4016.474365
	Iteration 24Q: 3 clusters Score -252661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -252669.375000 Penalty: 4016.474365
	Iteration 25Q: 3 clusters Score -252669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -252676.921875 Penalty: 4016.474365
	Iteration 26Q: 3 clusters Score -252676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -252682.218750 Penalty: 4016.474365
	Iteration 27Q: 3 clusters Score -252682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -252689.109375 Penalty: 4016.474365
	Iteration 28Q: 3 clusters Score -252689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -252693.093750 Penalty: 4016.474365
	Iteration 29Q: 3 clusters Score -252693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -252696.328125 Penalty: 4016.474365
	Iteration 30Q: 3 clusters Score -252696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -252697.703125 Penalty: 4016.474365
	Iteration 31Q: 3 clusters Score -252697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -252699.781250 Penalty: 4016.474365
	Iteration 32Q: 3 clusters Score -252699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -252700.500000 Penalty: 4016.474365
	Iteration 33Q: 3 clusters Score -252700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -252701.687500 Penalty: 4016.474365
	Iteration 34Q: 3 clusters Score -252701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -252702.171875 Penalty: 4016.474365
	Iteration 35Q: 3 clusters Score -252702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -252702.171875 Penalty: 4016.474365
	Iteration 36F: 3 clusters Score -252702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -385269.156250 Penalty: 2023.454102
	Iteration 0F: 2 clusters Score -385269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -381713.718750 Penalty: 4046.908203
	Iteration 0F: 3 clusters Score -381713.7 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -382513.562500 Penalty: 4046.908203
	Iteration 1F: 3 clusters Score -382513.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382769.625000 Penalty: 4046.908203
	Iteration 2F: 3 clusters Score -382769.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -382995.718750 Penalty: 4046.908203
	Iteration 3F: 3 clusters Score -382995.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -383147.968750 Penalty: 4046.908203
	Iteration 4F: 3 clusters Score -383148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -383244.812500 Penalty: 4046.908203
	Iteration 5Q: 3 clusters Score -383244.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -383321.625000 Penalty: 4046.908203
	Iteration 6Q: 3 clusters Score -383321.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -383395.531250 Penalty: 4046.908203
	Iteration 7Q: 3 clusters Score -383395.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -383455.406250 Penalty: 4046.908203
	Iteration 8Q: 3 clusters Score -383455.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -383510.812500 Penalty: 4046.908203
	Iteration 9Q: 3 clusters Score -383510.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -383560.968750 Penalty: 4046.908203
	Iteration 10Q: 3 clusters Score -383561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -383595.531250 Penalty: 4046.908203
	Iteration 11Q: 3 clusters Score -383595.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -383624.750000 Penalty: 4046.908203
	Iteration 12Q: 3 clusters Score -383624.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -383645.812500 Penalty: 4046.908203
	Iteration 13Q: 3 clusters Score -383645.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -383658.281250 Penalty: 4046.908203
	Iteration 14Q: 3 clusters Score -383658.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383666.031250 Penalty: 4046.908203
	Iteration 15Q: 3 clusters Score -383666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -383673.500000 Penalty: 4046.908203
	Iteration 16Q: 3 clusters Score -383673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -383679.875000 Penalty: 4046.908203
	Iteration 17Q: 3 clusters Score -383679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383686.406250 Penalty: 4046.908203
	Iteration 18Q: 3 clusters Score -383686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -383690.625000 Penalty: 4046.908203
	Iteration 19Q: 3 clusters Score -383690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -383694.406250 Penalty: 4046.908203
	Iteration 20F: 3 clusters Score -383694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -383699.500000 Penalty: 4046.908203
	Iteration 21Q: 3 clusters Score -383699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -383704.187500 Penalty: 4046.908203
	Iteration 22Q: 3 clusters Score -383704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -383710.906250 Penalty: 4046.908203
	Iteration 23Q: 3 clusters Score -383710.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -383718.468750 Penalty: 4046.908203
	Iteration 24Q: 3 clusters Score -383718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -383724.468750 Penalty: 4046.908203
	Iteration 25Q: 3 clusters Score -383724.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383736.000000 Penalty: 4046.908203
	Iteration 26Q: 3 clusters Score -383736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -383742.968750 Penalty: 4046.908203
	Iteration 27Q: 3 clusters Score -383743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -383749.656250 Penalty: 4046.908203
	Iteration 28Q: 3 clusters Score -383749.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -383756.593750 Penalty: 4046.908203
	Iteration 29Q: 3 clusters Score -383756.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -383766.125000 Penalty: 4046.908203
	Iteration 30Q: 3 clusters Score -383766.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -383778.968750 Penalty: 4046.908203
	Iteration 31Q: 3 clusters Score -383779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -383791.500000 Penalty: 4046.908203
	Iteration 32Q: 3 clusters Score -383791.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383802.031250 Penalty: 4046.908203
	Iteration 33Q: 3 clusters Score -383802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -383809.437500 Penalty: 4046.908203
	Iteration 34Q: 3 clusters Score -383809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -383817.250000 Penalty: 4046.908203
	Iteration 35Q: 3 clusters Score -383817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -383825.531250 Penalty: 4046.908203
	Iteration 36Q: 3 clusters Score -383825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -383831.218750 Penalty: 4046.908203
	Iteration 37Q: 3 clusters Score -383831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -383836.437500 Penalty: 4046.908203
	Iteration 38Q: 3 clusters Score -383836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -383839.656250 Penalty: 4046.908203
	Iteration 39Q: 3 clusters Score -383839.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -383843.625000 Penalty: 4046.908203
	Iteration 40F: 3 clusters Score -383843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -383847.500000 Penalty: 4046.908203
	Iteration 41Q: 3 clusters Score -383847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -383849.437500 Penalty: 4046.908203
	Iteration 42Q: 3 clusters Score -383849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -383852.093750 Penalty: 4046.908203
	Iteration 43Q: 3 clusters Score -383852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -383853.218750 Penalty: 4046.908203
	Iteration 44Q: 3 clusters Score -383853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -383856.875000 Penalty: 4046.908203
	Iteration 45Q: 3 clusters Score -383856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -383857.875000 Penalty: 4046.908203
	Iteration 46Q: 3 clusters Score -383857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -383860.093750 Penalty: 4046.908203
	Iteration 47Q: 3 clusters Score -383860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -383862.031250 Penalty: 4046.908203
	Iteration 48Q: 3 clusters Score -383862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -383862.218750 Penalty: 4046.908203
	Iteration 49Q: 3 clusters Score -383862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -383862.812500 Penalty: 4046.908203
	Iteration 50Q: 3 clusters Score -383862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -383865.218750 Penalty: 4046.908203
	Iteration 51Q: 3 clusters Score -383865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -383867.718750 Penalty: 4046.908203
	Iteration 52Q: 3 clusters Score -383867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -383869.281250 Penalty: 4046.908203
	Iteration 53Q: 3 clusters Score -383869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -383870.843750 Penalty: 4046.908203
	Iteration 54Q: 3 clusters Score -383870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -383872.031250 Penalty: 4046.908203
	Iteration 55Q: 3 clusters Score -383872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -383875.281250 Penalty: 4046.908203
	Iteration 56Q: 3 clusters Score -383875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -383878.250000 Penalty: 4046.908203
	Iteration 57Q: 3 clusters Score -383878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -383880.687500 Penalty: 4046.908203
	Iteration 58Q: 3 clusters Score -383880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -383883.375000 Penalty: 4046.908203
	Iteration 59Q: 3 clusters Score -383883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -383887.687500 Penalty: 4046.908203
	Iteration 60F: 3 clusters Score -383887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -383891.031250 Penalty: 4046.908203
	Iteration 61Q: 3 clusters Score -383891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -383893.343750 Penalty: 4046.908203
	Iteration 62Q: 3 clusters Score -383893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -383897.531250 Penalty: 4046.908203
	Iteration 63Q: 3 clusters Score -383897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -383900.937500 Penalty: 4046.908203
	Iteration 64Q: 3 clusters Score -383900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383901.281250 Penalty: 4046.908203
	Iteration 65Q: 3 clusters Score -383901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -383903.750000 Penalty: 4046.908203
	Iteration 66Q: 3 clusters Score -383903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -383905.781250 Penalty: 4046.908203
	Iteration 67Q: 3 clusters Score -383905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -383907.687500 Penalty: 4046.908203
	Iteration 68Q: 3 clusters Score -383907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -383910.906250 Penalty: 4046.908203
	Iteration 69Q: 3 clusters Score -383910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -383913.500000 Penalty: 4046.908203
	Iteration 70Q: 3 clusters Score -383913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -383916.250000 Penalty: 4046.908203
	Iteration 71Q: 3 clusters Score -383916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -383919.843750 Penalty: 4046.908203
	Iteration 72Q: 3 clusters Score -383919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -383920.781250 Penalty: 4046.908203
	Iteration 73Q: 3 clusters Score -383920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -383924.093750 Penalty: 4046.908203
	Iteration 74Q: 3 clusters Score -383924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -383926.812500 Penalty: 4046.908203
	Iteration 75Q: 3 clusters Score -383926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -383929.968750 Penalty: 4046.908203
	Iteration 76Q: 3 clusters Score -383930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -383931.218750 Penalty: 4046.908203
	Iteration 77Q: 3 clusters Score -383931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -383931.218750 Penalty: 4046.908203
	Iteration 78F: 3 clusters Score -383931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -384507.656250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -384507.7 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 1778 members 
Entering Unmasked Estep 
Score: -380899.750000 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -380899.8 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -381978.781250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -381978.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -382597.812500 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -382597.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -383289.843750 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -383289.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383764.500000 Penalty: 4064.200439
	Iteration 4F: 3 clusters Score -383764.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -384017.843750 Penalty: 4064.200439
	Iteration 5F: 3 clusters Score -384017.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -384197.343750 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -384197.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -384343.718750 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -384343.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384498.125000 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -384498.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -384664.312500 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -384664.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -384822.406250 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -384822.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -384874.593750 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -384874.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -384896.468750 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -384896.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -384906.406250 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -384906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -384913.937500 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -384913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -384918.000000 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -384918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -384921.500000 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -384921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -384925.656250 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -384925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -384926.125000 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -384926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -384927.000000 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -384927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -384927.000000 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -384927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 2113 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 1506 members 
Entering Unmasked Estep 
Score: -212296000.000000 Penalty: 370088.218750
Splitting cluster 57 changes total score from -212296576.000000 to -212296000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (14751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Entering Unmasked Estep 
Score: -1706209.750000 Penalty: 2380.568359
	Iteration 0F: 2 clusters Score -1706210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1695415.250000 Penalty: 4761.136719
	Iteration 0F: 3 clusters Score -1695415 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1698690.625000 Penalty: 4761.136719
	Iteration 1F: 3 clusters Score -1698691 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1699121.500000 Penalty: 4761.136719
	Iteration 2F: 3 clusters Score -1699122 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1699493.500000 Penalty: 4761.136719
	Iteration 3F: 3 clusters Score -1699494 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1699872.125000 Penalty: 4761.136719
	Iteration 4F: 3 clusters Score -1699872 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1700298.375000 Penalty: 4761.136719
	Iteration 5F: 3 clusters Score -1700298 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1700809.250000 Penalty: 4761.136719
	Iteration 6F: 3 clusters Score -1700809 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1701425.375000 Penalty: 4761.136719
	Iteration 7F: 3 clusters Score -1701425 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1702121.000000 Penalty: 4761.136719
	Iteration 8F: 3 clusters Score -1702121 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1702777.875000 Penalty: 4761.136719
	Iteration 9F: 3 clusters Score -1702778 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1703318.250000 Penalty: 4761.136719
	Iteration 10Q: 3 clusters Score -1703318 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1703686.125000 Penalty: 4761.136719
	Iteration 11Q: 3 clusters Score -1703686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1703896.875000 Penalty: 4761.136719
	Iteration 12Q: 3 clusters Score -1703897 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1704024.875000 Penalty: 4761.136719
	Iteration 13Q: 3 clusters Score -1704025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1704091.875000 Penalty: 4761.136719
	Iteration 14Q: 3 clusters Score -1704092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1704130.875000 Penalty: 4761.136719
	Iteration 15Q: 3 clusters Score -1704131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1704151.375000 Penalty: 4761.136719
	Iteration 16Q: 3 clusters Score -1704151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1704176.750000 Penalty: 4761.136719
	Iteration 17Q: 3 clusters Score -1704177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1704187.625000 Penalty: 4761.136719
	Iteration 18Q: 3 clusters Score -1704188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1704209.125000 Penalty: 4761.136719
	Iteration 19Q: 3 clusters Score -1704209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1704218.500000 Penalty: 4761.136719
	Iteration 20F: 3 clusters Score -1704218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1704233.125000 Penalty: 4761.136719
	Iteration 21Q: 3 clusters Score -1704233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1704238.625000 Penalty: 4761.136719
	Iteration 22Q: 3 clusters Score -1704239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1704244.750000 Penalty: 4761.136719
	Iteration 23Q: 3 clusters Score -1704245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1704248.250000 Penalty: 4761.136719
	Iteration 24Q: 3 clusters Score -1704248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1704251.750000 Penalty: 4761.136719
	Iteration 25Q: 3 clusters Score -1704252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1704253.250000 Penalty: 4761.136719
	Iteration 26Q: 3 clusters Score -1704253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1704255.375000 Penalty: 4761.136719
	Iteration 27Q: 3 clusters Score -1704255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1704255.375000 Penalty: 4761.136719
	Iteration 28F: 3 clusters Score -1704255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (25649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Entering Unmasked Estep 
Score: -2908673.500000 Penalty: 2517.760498
	Iteration 0F: 2 clusters Score -2908674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2890921.750000 Penalty: 5035.520996
	Iteration 0F: 3 clusters Score -2890922 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2897116.250000 Penalty: 5035.520996
	Iteration 1F: 3 clusters Score -2897116 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2897488.250000 Penalty: 5035.520996
	Iteration 2Q: 3 clusters Score -2897488 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2897809.000000 Penalty: 5035.520996
	Iteration 3Q: 3 clusters Score -2897809 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2898041.250000 Penalty: 5035.520996
	Iteration 4Q: 3 clusters Score -2898041 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2898289.250000 Penalty: 5035.520996
	Iteration 5Q: 3 clusters Score -2898289 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2898530.250000 Penalty: 5035.520996
	Iteration 6Q: 3 clusters Score -2898530 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2898737.500000 Penalty: 5035.520996
	Iteration 7Q: 3 clusters Score -2898738 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2898949.000000 Penalty: 5035.520996
	Iteration 8Q: 3 clusters Score -2898949 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2899222.250000 Penalty: 5035.520996
	Iteration 9Q: 3 clusters Score -2899222 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2899515.750000 Penalty: 5035.520996
	Iteration 10Q: 3 clusters Score -2899516 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2899900.250000 Penalty: 5035.520996
	Iteration 11Q: 3 clusters Score -2899900 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2900358.750000 Penalty: 5035.520996
	Iteration 12Q: 3 clusters Score -2900359 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2900974.750000 Penalty: 5035.520996
	Iteration 13Q: 3 clusters Score -2900975 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2901664.000000 Penalty: 5035.520996
	Iteration 14Q: 3 clusters Score -2901664 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2902418.250000 Penalty: 5035.520996
	Iteration 15Q: 3 clusters Score -2902418 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2903213.250000 Penalty: 5035.520996
	Iteration 16Q: 3 clusters Score -2903213 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2903971.250000 Penalty: 5035.520996
	Iteration 17Q: 3 clusters Score -2903971 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2904612.000000 Penalty: 5035.520996
	Iteration 18Q: 3 clusters Score -2904612 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2905055.250000 Penalty: 5035.520996
	Iteration 19Q: 3 clusters Score -2905055 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2905401.250000 Penalty: 5035.520996
	Iteration 20F: 3 clusters Score -2905401 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2905660.750000 Penalty: 5035.520996
	Iteration 21Q: 3 clusters Score -2905661 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2905878.000000 Penalty: 5035.520996
	Iteration 22Q: 3 clusters Score -2905878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2906056.000000 Penalty: 5035.520996
	Iteration 23Q: 3 clusters Score -2906056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2906205.250000 Penalty: 5035.520996
	Iteration 24Q: 3 clusters Score -2906205 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2906324.500000 Penalty: 5035.520996
	Iteration 25Q: 3 clusters Score -2906324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2906418.500000 Penalty: 5035.520996
	Iteration 26Q: 3 clusters Score -2906418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2906492.500000 Penalty: 5035.520996
	Iteration 27Q: 3 clusters Score -2906492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2906554.250000 Penalty: 5035.520996
	Iteration 28Q: 3 clusters Score -2906554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2906594.000000 Penalty: 5035.520996
	Iteration 29Q: 3 clusters Score -2906594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2906619.250000 Penalty: 5035.520996
	Iteration 30Q: 3 clusters Score -2906619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2906644.000000 Penalty: 5035.520996
	Iteration 31Q: 3 clusters Score -2906644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2906666.500000 Penalty: 5035.520996
	Iteration 32Q: 3 clusters Score -2906666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -2906682.000000 Penalty: 5035.520996
	Iteration 33Q: 3 clusters Score -2906682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2906693.500000 Penalty: 5035.520996
	Iteration 34Q: 3 clusters Score -2906694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2906703.000000 Penalty: 5035.520996
	Iteration 35Q: 3 clusters Score -2906703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2906699.750000 Penalty: 5035.520996
	Iteration 36Q: 3 clusters Score -2906700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2906711.250000 Penalty: 5035.520996
	Iteration 37Q: 3 clusters Score -2906711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2906715.500000 Penalty: 5035.520996
	Iteration 38Q: 3 clusters Score -2906716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -2906717.500000 Penalty: 5035.520996
	Iteration 39Q: 3 clusters Score -2906718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2906724.000000 Penalty: 5035.520996
	Iteration 40F: 3 clusters Score -2906724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2906731.250000 Penalty: 5035.520996
	Iteration 41Q: 3 clusters Score -2906731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2906734.000000 Penalty: 5035.520996
	Iteration 42Q: 3 clusters Score -2906734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2906736.750000 Penalty: 5035.520996
	Iteration 43Q: 3 clusters Score -2906737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2906735.500000 Penalty: 5035.520996
	Iteration 44Q: 3 clusters Score -2906736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2906738.750000 Penalty: 5035.520996
	Iteration 45Q: 3 clusters Score -2906739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2906738.750000 Penalty: 5035.520996
	Iteration 46Q: 3 clusters Score -2906739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -2906741.500000 Penalty: 5035.520996
	Iteration 47Q: 3 clusters Score -2906742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2906742.750000 Penalty: 5035.520996
	Iteration 48Q: 3 clusters Score -2906743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2906743.250000 Penalty: 5035.520996
	Iteration 49Q: 3 clusters Score -2906743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2906743.250000 Penalty: 5035.520996
	Iteration 50F: 3 clusters Score -2906743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -229658.437500 Penalty: 1907.077515
	Iteration 0F: 2 clusters Score -229658.4 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 1099 members 
Entering Unmasked Estep 
Score: -226914.546875 Penalty: 3814.155029
	Iteration 0F: 3 clusters Score -226914.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -227397.421875 Penalty: 3814.155029
	Iteration 1F: 3 clusters Score -227397.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -227594.343750 Penalty: 3814.155029
	Iteration 2F: 3 clusters Score -227594.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -227744.781250 Penalty: 3814.155029
	Iteration 3F: 3 clusters Score -227744.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227891.531250 Penalty: 3814.155029
	Iteration 4F: 3 clusters Score -227891.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -228024.625000 Penalty: 3814.155029
	Iteration 5Q: 3 clusters Score -228024.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -228177.312500 Penalty: 3814.155029
	Iteration 6Q: 3 clusters Score -228177.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -228367.187500 Penalty: 3814.155029
	Iteration 7Q: 3 clusters Score -228367.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -228562.750000 Penalty: 3814.155029
	Iteration 8Q: 3 clusters Score -228562.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -228774.687500 Penalty: 3814.155029
	Iteration 9F: 3 clusters Score -228774.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -228989.937500 Penalty: 3814.155029
	Iteration 10F: 3 clusters Score -228989.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -229179.265625 Penalty: 3814.155029
	Iteration 11Q: 3 clusters Score -229179.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -229306.781250 Penalty: 3814.155029
	Iteration 12Q: 3 clusters Score -229306.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229381.296875 Penalty: 3814.155029
	Iteration 13Q: 3 clusters Score -229381.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -229420.640625 Penalty: 3814.155029
	Iteration 14Q: 3 clusters Score -229420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -229439.828125 Penalty: 3814.155029
	Iteration 15Q: 3 clusters Score -229439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -229447.453125 Penalty: 3814.155029
	Iteration 16Q: 3 clusters Score -229447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -229451.187500 Penalty: 3814.155029
	Iteration 17Q: 3 clusters Score -229451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -229451.421875 Penalty: 3814.155029
	Iteration 18Q: 3 clusters Score -229451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -229451.875000 Penalty: 3814.155029
	Iteration 19Q: 3 clusters Score -229451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -229451.875000 Penalty: 3814.155029
	Iteration 20F: 3 clusters Score -229451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -550290.812500 Penalty: 2121.130615
	Iteration 0F: 2 clusters Score -550290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -545656.375000 Penalty: 4242.261230
	Iteration 0F: 3 clusters Score -545656.4 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -546881.625000 Penalty: 4242.261230
	Iteration 1F: 3 clusters Score -546881.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -547275.875000 Penalty: 4242.261230
	Iteration 2F: 3 clusters Score -547275.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -547681.687500 Penalty: 4242.261230
	Iteration 3F: 3 clusters Score -547681.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -548028.125000 Penalty: 4242.261230
	Iteration 4F: 3 clusters Score -548028.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -548259.937500 Penalty: 4242.261230
	Iteration 5F: 3 clusters Score -548259.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -548411.812500 Penalty: 4242.261230
	Iteration 6Q: 3 clusters Score -548411.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -548512.125000 Penalty: 4242.261230
	Iteration 7Q: 3 clusters Score -548512.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -548578.562500 Penalty: 4242.261230
	Iteration 8Q: 3 clusters Score -548578.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -548626.750000 Penalty: 4242.261230
	Iteration 9Q: 3 clusters Score -548626.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -548664.062500 Penalty: 4242.261230
	Iteration 10Q: 3 clusters Score -548664.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -548690.812500 Penalty: 4242.261230
	Iteration 11Q: 3 clusters Score -548690.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -548710.625000 Penalty: 4242.261230
	Iteration 12Q: 3 clusters Score -548710.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -548726.312500 Penalty: 4242.261230
	Iteration 13Q: 3 clusters Score -548726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -548742.812500 Penalty: 4242.261230
	Iteration 14Q: 3 clusters Score -548742.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -548755.625000 Penalty: 4242.261230
	Iteration 15Q: 3 clusters Score -548755.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -548768.125000 Penalty: 4242.261230
	Iteration 16Q: 3 clusters Score -548768.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -548776.062500 Penalty: 4242.261230
	Iteration 17Q: 3 clusters Score -548776.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -548780.312500 Penalty: 4242.261230
	Iteration 18Q: 3 clusters Score -548780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -548784.062500 Penalty: 4242.261230
	Iteration 19Q: 3 clusters Score -548784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -548787.687500 Penalty: 4242.261230
	Iteration 20F: 3 clusters Score -548787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -548793.375000 Penalty: 4242.261230
	Iteration 21Q: 3 clusters Score -548793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -548795.500000 Penalty: 4242.261230
	Iteration 22Q: 3 clusters Score -548795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -548798.437500 Penalty: 4242.261230
	Iteration 23Q: 3 clusters Score -548798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -548798.250000 Penalty: 4242.261230
	Iteration 24Q: 3 clusters Score -548798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -548800.250000 Penalty: 4242.261230
	Iteration 25Q: 3 clusters Score -548800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -548800.250000 Penalty: 4242.261230
	Iteration 26F: 3 clusters Score -548800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -381300.500000 Penalty: 2029.621094
	Iteration 0F: 2 clusters Score -381300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -377716.593750 Penalty: 4059.242188
	Iteration 0F: 3 clusters Score -377716.6 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -378592.125000 Penalty: 4059.242188
	Iteration 1F: 3 clusters Score -378592.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -378935.031250 Penalty: 4059.242188
	Iteration 2F: 3 clusters Score -378935 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -379236.812500 Penalty: 4059.242188
	Iteration 3F: 3 clusters Score -379236.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -379463.906250 Penalty: 4059.242188
	Iteration 4F: 3 clusters Score -379463.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -379615.968750 Penalty: 4059.242188
	Iteration 5Q: 3 clusters Score -379616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -379731.718750 Penalty: 4059.242188
	Iteration 6Q: 3 clusters Score -379731.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -379791.750000 Penalty: 4059.242188
	Iteration 7Q: 3 clusters Score -379791.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -379843.250000 Penalty: 4059.242188
	Iteration 8Q: 3 clusters Score -379843.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -379877.343750 Penalty: 4059.242188
	Iteration 9Q: 3 clusters Score -379877.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -379899.625000 Penalty: 4059.242188
	Iteration 10Q: 3 clusters Score -379899.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -379919.718750 Penalty: 4059.242188
	Iteration 11Q: 3 clusters Score -379919.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -379936.031250 Penalty: 4059.242188
	Iteration 12Q: 3 clusters Score -379936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -379957.656250 Penalty: 4059.242188
	Iteration 13Q: 3 clusters Score -379957.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -379970.937500 Penalty: 4059.242188
	Iteration 14Q: 3 clusters Score -379970.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -379981.718750 Penalty: 4059.242188
	Iteration 15Q: 3 clusters Score -379981.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -379991.437500 Penalty: 4059.242188
	Iteration 16Q: 3 clusters Score -379991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -379998.937500 Penalty: 4059.242188
	Iteration 17Q: 3 clusters Score -379998.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -380008.312500 Penalty: 4059.242188
	Iteration 18Q: 3 clusters Score -380008.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -380017.468750 Penalty: 4059.242188
	Iteration 19Q: 3 clusters Score -380017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -380022.937500 Penalty: 4059.242188
	Iteration 20F: 3 clusters Score -380022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -380027.187500 Penalty: 4059.242188
	Iteration 21Q: 3 clusters Score -380027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -380032.593750 Penalty: 4059.242188
	Iteration 22Q: 3 clusters Score -380032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -380035.187500 Penalty: 4059.242188
	Iteration 23Q: 3 clusters Score -380035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -380037.406250 Penalty: 4059.242188
	Iteration 24Q: 3 clusters Score -380037.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -380041.062500 Penalty: 4059.242188
	Iteration 25Q: 3 clusters Score -380041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -380046.281250 Penalty: 4059.242188
	Iteration 26Q: 3 clusters Score -380046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -380051.062500 Penalty: 4059.242188
	Iteration 27Q: 3 clusters Score -380051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -380054.562500 Penalty: 4059.242188
	Iteration 28Q: 3 clusters Score -380054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -380055.125000 Penalty: 4059.242188
	Iteration 29Q: 3 clusters Score -380055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -380056.062500 Penalty: 4059.242188
	Iteration 30Q: 3 clusters Score -380056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -380057.593750 Penalty: 4059.242188
	Iteration 31Q: 3 clusters Score -380057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -380057.593750 Penalty: 4059.242188
	Iteration 32F: 3 clusters Score -380057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -215434.265625 Penalty: 1879.506836
	Iteration 0F: 2 clusters Score -215434.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212857.593750 Penalty: 3759.013672
	Iteration 0F: 3 clusters Score -212857.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213296.468750 Penalty: 3759.013672
	Iteration 1F: 3 clusters Score -213296.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -213444.140625 Penalty: 3759.013672
	Iteration 2F: 3 clusters Score -213444.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -213526.843750 Penalty: 3759.013672
	Iteration 3Q: 3 clusters Score -213526.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213572.156250 Penalty: 3759.013672
	Iteration 4Q: 3 clusters Score -213572.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213606.078125 Penalty: 3759.013672
	Iteration 5Q: 3 clusters Score -213606.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213642.125000 Penalty: 3759.013672
	Iteration 6Q: 3 clusters Score -213642.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213670.203125 Penalty: 3759.013672
	Iteration 7Q: 3 clusters Score -213670.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -213693.796875 Penalty: 3759.013672
	Iteration 8Q: 3 clusters Score -213693.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -213711.093750 Penalty: 3759.013672
	Iteration 9Q: 3 clusters Score -213711.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -213733.875000 Penalty: 3759.013672
	Iteration 10Q: 3 clusters Score -213733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213757.171875 Penalty: 3759.013672
	Iteration 11Q: 3 clusters Score -213757.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213777.125000 Penalty: 3759.013672
	Iteration 12Q: 3 clusters Score -213777.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213790.265625 Penalty: 3759.013672
	Iteration 13Q: 3 clusters Score -213790.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -213804.406250 Penalty: 3759.013672
	Iteration 14Q: 3 clusters Score -213804.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -213821.078125 Penalty: 3759.013672
	Iteration 15Q: 3 clusters Score -213821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213831.421875 Penalty: 3759.013672
	Iteration 16Q: 3 clusters Score -213831.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213841.265625 Penalty: 3759.013672
	Iteration 17Q: 3 clusters Score -213841.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -213846.187500 Penalty: 3759.013672
	Iteration 18Q: 3 clusters Score -213846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213848.984375 Penalty: 3759.013672
	Iteration 19Q: 3 clusters Score -213849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213851.640625 Penalty: 3759.013672
	Iteration 20F: 3 clusters Score -213851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -213855.546875 Penalty: 3759.013672
	Iteration 21Q: 3 clusters Score -213855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -213859.796875 Penalty: 3759.013672
	Iteration 22Q: 3 clusters Score -213859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213861.312500 Penalty: 3759.013672
	Iteration 23Q: 3 clusters Score -213861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213862.109375 Penalty: 3759.013672
	Iteration 24Q: 3 clusters Score -213862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -213862.109375 Penalty: 3759.013672
	Iteration 25F: 3 clusters Score -213862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (54484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Entering Unmasked Estep 
Score: -6254559.500000 Penalty: 2704.604248
	Iteration 0F: 2 clusters Score -6254560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -6218047.500000 Penalty: 5409.208496
	Iteration 0F: 3 clusters Score -6218048 nChanged 25138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6232594.000000 Penalty: 5409.208496
	Iteration 1F: 3 clusters Score -6232594 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6234171.500000 Penalty: 5409.208496
	Iteration 2F: 3 clusters Score -6234172 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6236133.000000 Penalty: 5409.208496
	Iteration 3F: 3 clusters Score -6236133 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -6238605.500000 Penalty: 5409.208496
	Iteration 4F: 3 clusters Score -6238606 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6241470.500000 Penalty: 5409.208496
	Iteration 5F: 3 clusters Score -6241470 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -6244127.000000 Penalty: 5409.208496
	Iteration 6F: 3 clusters Score -6244127 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -6246125.000000 Penalty: 5409.208496
	Iteration 7F: 3 clusters Score -6246125 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -6247622.000000 Penalty: 5409.208496
	Iteration 8Q: 3 clusters Score -6247622 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -6248780.500000 Penalty: 5409.208496
	Iteration 9Q: 3 clusters Score -6248780 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -6249610.500000 Penalty: 5409.208496
	Iteration 10Q: 3 clusters Score -6249610 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -6250265.000000 Penalty: 5409.208496
	Iteration 11Q: 3 clusters Score -6250265 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -6250704.000000 Penalty: 5409.208496
	Iteration 12Q: 3 clusters Score -6250704 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6251050.000000 Penalty: 5409.208496
	Iteration 13Q: 3 clusters Score -6251050 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -6251298.500000 Penalty: 5409.208496
	Iteration 14Q: 3 clusters Score -6251298 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -6251460.000000 Penalty: 5409.208496
	Iteration 15Q: 3 clusters Score -6251460 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -6251603.000000 Penalty: 5409.208496
	Iteration 16Q: 3 clusters Score -6251603 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -6251686.000000 Penalty: 5409.208496
	Iteration 17Q: 3 clusters Score -6251686 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -6251773.000000 Penalty: 5409.208496
	Iteration 18Q: 3 clusters Score -6251773 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -6251853.500000 Penalty: 5409.208496
	Iteration 19Q: 3 clusters Score -6251854 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -6251916.500000 Penalty: 5409.208496
	Iteration 20F: 3 clusters Score -6251916 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -6251934.000000 Penalty: 5409.208496
	Iteration 21Q: 3 clusters Score -6251934 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -6251958.500000 Penalty: 5409.208496
	Iteration 22Q: 3 clusters Score -6251958 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6251991.500000 Penalty: 5409.208496
	Iteration 23Q: 3 clusters Score -6251992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6251987.500000 Penalty: 5409.208496
	Iteration 24Q: 3 clusters Score -6251988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -6251984.000000 Penalty: 5409.208496
	Iteration 25Q: 3 clusters Score -6251984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6251989.500000 Penalty: 5409.208496
	Iteration 26Q: 3 clusters Score -6251990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -6251988.000000 Penalty: 5409.208496
	Iteration 27Q: 3 clusters Score -6251988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6251979.500000 Penalty: 5409.208496
	Iteration 28Q: 3 clusters Score -6251980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -6251992.500000 Penalty: 5409.208496
	Iteration 29Q: 3 clusters Score -6251992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -6251987.000000 Penalty: 5409.208496
	Iteration 30Q: 3 clusters Score -6251987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6251991.000000 Penalty: 5409.208496
	Iteration 31Q: 3 clusters Score -6251991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -6251986.500000 Penalty: 5409.208496
	Iteration 32Q: 3 clusters Score -6251986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -6251992.000000 Penalty: 5409.208496
	Iteration 33Q: 3 clusters Score -6251992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6251985.500000 Penalty: 5409.208496
	Iteration 34Q: 3 clusters Score -6251986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -6251988.500000 Penalty: 5409.208496
	Iteration 35Q: 3 clusters Score -6251988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -6251988.000000 Penalty: 5409.208496
	Iteration 36Q: 3 clusters Score -6251988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6251985.500000 Penalty: 5409.208496
	Iteration 37Q: 3 clusters Score -6251986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6251988.500000 Penalty: 5409.208496
	Iteration 38Q: 3 clusters Score -6251988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -6251994.000000 Penalty: 5409.208496
	Iteration 39Q: 3 clusters Score -6251994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6251983.000000 Penalty: 5409.208496
	Iteration 40F: 3 clusters Score -6251983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -6251990.000000 Penalty: 5409.208496
	Iteration 41Q: 3 clusters Score -6251990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6251984.500000 Penalty: 5409.208496
	Iteration 42Q: 3 clusters Score -6251984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -6251985.500000 Penalty: 5409.208496
	Iteration 43Q: 3 clusters Score -6251986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -6251982.000000 Penalty: 5409.208496
	Iteration 44Q: 3 clusters Score -6251982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -6251977.000000 Penalty: 5409.208496
	Iteration 45Q: 3 clusters Score -6251977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -6251996.000000 Penalty: 5409.208496
	Iteration 46Q: 3 clusters Score -6251996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -6252005.000000 Penalty: 5409.208496
	Iteration 47Q: 3 clusters Score -6252005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6252016.000000 Penalty: 5409.208496
	Iteration 48Q: 3 clusters Score -6252016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -6252013.500000 Penalty: 5409.208496
	Iteration 49Q: 3 clusters Score -6252014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -6252007.000000 Penalty: 5409.208496
	Iteration 50Q: 3 clusters Score -6252007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -6252006.000000 Penalty: 5409.208496
	Iteration 51Q: 3 clusters Score -6252006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -6252017.000000 Penalty: 5409.208496
	Iteration 52Q: 3 clusters Score -6252017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -6252020.000000 Penalty: 5409.208496
	Iteration 53Q: 3 clusters Score -6252020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -6252023.500000 Penalty: 5409.208496
	Iteration 54Q: 3 clusters Score -6252024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -6252012.000000 Penalty: 5409.208496
	Iteration 55Q: 3 clusters Score -6252012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -6252018.500000 Penalty: 5409.208496
	Iteration 56Q: 3 clusters Score -6252018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -6252027.500000 Penalty: 5409.208496
	Iteration 57Q: 3 clusters Score -6252028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6252029.000000 Penalty: 5409.208496
	Iteration 58Q: 3 clusters Score -6252029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -6252026.500000 Penalty: 5409.208496
	Iteration 59Q: 3 clusters Score -6252026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -6252028.500000 Penalty: 5409.208496
	Iteration 60F: 3 clusters Score -6252028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6252023.500000 Penalty: 5409.208496
	Iteration 61Q: 3 clusters Score -6252024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6252023.000000 Penalty: 5409.208496
	Iteration 62Q: 3 clusters Score -6252023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -6252022.500000 Penalty: 5409.208496
	Iteration 63Q: 3 clusters Score -6252022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -6252023.500000 Penalty: 5409.208496
	Iteration 64Q: 3 clusters Score -6252024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -6252033.500000 Penalty: 5409.208496
	Iteration 65Q: 3 clusters Score -6252034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -6252027.000000 Penalty: 5409.208496
	Iteration 66Q: 3 clusters Score -6252027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -6252029.000000 Penalty: 5409.208496
	Iteration 67Q: 3 clusters Score -6252029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -6252036.500000 Penalty: 5409.208496
	Iteration 68Q: 3 clusters Score -6252036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6252042.500000 Penalty: 5409.208496
	Iteration 69Q: 3 clusters Score -6252042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6252060.500000 Penalty: 5409.208496
	Iteration 70Q: 3 clusters Score -6252060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -6252050.500000 Penalty: 5409.208496
	Iteration 71Q: 3 clusters Score -6252050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6252058.000000 Penalty: 5409.208496
	Iteration 72Q: 3 clusters Score -6252058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -6252071.000000 Penalty: 5409.208496
	Iteration 73Q: 3 clusters Score -6252071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -6252069.000000 Penalty: 5409.208496
	Iteration 74Q: 3 clusters Score -6252069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6252071.000000 Penalty: 5409.208496
	Iteration 75Q: 3 clusters Score -6252071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -6252062.500000 Penalty: 5409.208496
	Iteration 76Q: 3 clusters Score -6252062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -6252051.000000 Penalty: 5409.208496
	Iteration 77Q: 3 clusters Score -6252051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -6252053.500000 Penalty: 5409.208496
	Iteration 78Q: 3 clusters Score -6252054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -6252058.500000 Penalty: 5409.208496
	Iteration 79Q: 3 clusters Score -6252058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6252060.000000 Penalty: 5409.208496
	Iteration 80F: 3 clusters Score -6252060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -6252064.500000 Penalty: 5409.208496
	Iteration 81Q: 3 clusters Score -6252064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -6252070.500000 Penalty: 5409.208496
	Iteration 82Q: 3 clusters Score -6252070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -6252072.500000 Penalty: 5409.208496
	Iteration 83Q: 3 clusters Score -6252072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -6252079.500000 Penalty: 5409.208496
	Iteration 84Q: 3 clusters Score -6252080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -6252083.500000 Penalty: 5409.208496
	Iteration 85Q: 3 clusters Score -6252084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -6252072.000000 Penalty: 5409.208496
	Iteration 86Q: 3 clusters Score -6252072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -6252069.000000 Penalty: 5409.208496
	Iteration 87Q: 3 clusters Score -6252069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -6252071.500000 Penalty: 5409.208496
	Iteration 88Q: 3 clusters Score -6252072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -6252066.500000 Penalty: 5409.208496
	Iteration 89Q: 3 clusters Score -6252066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -6252078.000000 Penalty: 5409.208496
	Iteration 90Q: 3 clusters Score -6252078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6252073.000000 Penalty: 5409.208496
	Iteration 91Q: 3 clusters Score -6252073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -6252077.500000 Penalty: 5409.208496
	Iteration 92Q: 3 clusters Score -6252078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -6252087.000000 Penalty: 5409.208496
	Iteration 93Q: 3 clusters Score -6252087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -6252079.500000 Penalty: 5409.208496
	Iteration 94Q: 3 clusters Score -6252080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -6252092.000000 Penalty: 5409.208496
	Iteration 95Q: 3 clusters Score -6252092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -6252088.000000 Penalty: 5409.208496
	Iteration 96Q: 3 clusters Score -6252088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6252094.000000 Penalty: 5409.208496
	Iteration 97Q: 3 clusters Score -6252094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -6252093.500000 Penalty: 5409.208496
	Iteration 98Q: 3 clusters Score -6252094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6252107.500000 Penalty: 5409.208496
	Iteration 99Q: 3 clusters Score -6252108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -6252105.500000 Penalty: 5409.208496
	Iteration 100F: 3 clusters Score -6252106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -6252089.000000 Penalty: 5409.208496
	Iteration 101Q: 3 clusters Score -6252089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -6252105.500000 Penalty: 5409.208496
	Iteration 102Q: 3 clusters Score -6252106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -6252087.500000 Penalty: 5409.208496
	Iteration 103Q: 3 clusters Score -6252088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -6252097.000000 Penalty: 5409.208496
	Iteration 104Q: 3 clusters Score -6252097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -6252111.500000 Penalty: 5409.208496
	Iteration 105Q: 3 clusters Score -6252112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6252102.000000 Penalty: 5409.208496
	Iteration 106Q: 3 clusters Score -6252102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -6252105.000000 Penalty: 5409.208496
	Iteration 107Q: 3 clusters Score -6252105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -6252108.500000 Penalty: 5409.208496
	Iteration 108Q: 3 clusters Score -6252108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -6252132.000000 Penalty: 5409.208496
	Iteration 109Q: 3 clusters Score -6252132 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -6252136.500000 Penalty: 5409.208496
	Iteration 110Q: 3 clusters Score -6252136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -6252161.000000 Penalty: 5409.208496
	Iteration 111Q: 3 clusters Score -6252161 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -6252172.000000 Penalty: 5409.208496
	Iteration 112Q: 3 clusters Score -6252172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -6252211.000000 Penalty: 5409.208496
	Iteration 113Q: 3 clusters Score -6252211 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -6252210.500000 Penalty: 5409.208496
	Iteration 114Q: 3 clusters Score -6252210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -6252221.500000 Penalty: 5409.208496
	Iteration 115Q: 3 clusters Score -6252222 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -6252238.500000 Penalty: 5409.208496
	Iteration 116Q: 3 clusters Score -6252238 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -6252262.500000 Penalty: 5409.208496
	Iteration 117Q: 3 clusters Score -6252262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -6252279.000000 Penalty: 5409.208496
	Iteration 118Q: 3 clusters Score -6252279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -6252281.500000 Penalty: 5409.208496
	Iteration 119Q: 3 clusters Score -6252282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -6252288.000000 Penalty: 5409.208496
	Iteration 120F: 3 clusters Score -6252288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -6252311.000000 Penalty: 5409.208496
	Iteration 121Q: 3 clusters Score -6252311 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -6252312.500000 Penalty: 5409.208496
	Iteration 122Q: 3 clusters Score -6252312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -6252341.000000 Penalty: 5409.208496
	Iteration 123Q: 3 clusters Score -6252341 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -6252347.500000 Penalty: 5409.208496
	Iteration 124Q: 3 clusters Score -6252348 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -6252380.500000 Penalty: 5409.208496
	Iteration 125Q: 3 clusters Score -6252380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -6252412.500000 Penalty: 5409.208496
	Iteration 126Q: 3 clusters Score -6252412 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -6252425.500000 Penalty: 5409.208496
	Iteration 127Q: 3 clusters Score -6252426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -6252445.000000 Penalty: 5409.208496
	Iteration 128Q: 3 clusters Score -6252445 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -6252443.500000 Penalty: 5409.208496
	Iteration 129Q: 3 clusters Score -6252444 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6252485.000000 Penalty: 5409.208496
	Iteration 130Q: 3 clusters Score -6252485 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -6252509.000000 Penalty: 5409.208496
	Iteration 131Q: 3 clusters Score -6252509 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -6252538.000000 Penalty: 5409.208496
	Iteration 132Q: 3 clusters Score -6252538 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -6252539.000000 Penalty: 5409.208496
	Iteration 133Q: 3 clusters Score -6252539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -6252602.000000 Penalty: 5409.208496
	Iteration 134Q: 3 clusters Score -6252602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -6252635.500000 Penalty: 5409.208496
	Iteration 135Q: 3 clusters Score -6252636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -6252648.000000 Penalty: 5409.208496
	Iteration 136Q: 3 clusters Score -6252648 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -6252661.000000 Penalty: 5409.208496
	Iteration 137Q: 3 clusters Score -6252661 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -6252694.000000 Penalty: 5409.208496
	Iteration 138Q: 3 clusters Score -6252694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -6252714.000000 Penalty: 5409.208496
	Iteration 139Q: 3 clusters Score -6252714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -6252743.500000 Penalty: 5409.208496
	Iteration 140F: 3 clusters Score -6252744 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6252754.500000 Penalty: 5409.208496
	Iteration 141Q: 3 clusters Score -6252754 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -6252775.500000 Penalty: 5409.208496
	Iteration 142Q: 3 clusters Score -6252776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -6252803.500000 Penalty: 5409.208496
	Iteration 143Q: 3 clusters Score -6252804 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -6252812.000000 Penalty: 5409.208496
	Iteration 144Q: 3 clusters Score -6252812 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -6252816.000000 Penalty: 5409.208496
	Iteration 145Q: 3 clusters Score -6252816 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -6252845.500000 Penalty: 5409.208496
	Iteration 146Q: 3 clusters Score -6252846 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -6252881.500000 Penalty: 5409.208496
	Iteration 147Q: 3 clusters Score -6252882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -6252905.000000 Penalty: 5409.208496
	Iteration 148Q: 3 clusters Score -6252905 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -6252953.500000 Penalty: 5409.208496
	Iteration 149Q: 3 clusters Score -6252954 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -6252985.000000 Penalty: 5409.208496
	Iteration 150Q: 3 clusters Score -6252985 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -6253014.500000 Penalty: 5409.208496
	Iteration 151Q: 3 clusters Score -6253014 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6253048.500000 Penalty: 5409.208496
	Iteration 152Q: 3 clusters Score -6253048 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -6253081.000000 Penalty: 5409.208496
	Iteration 153Q: 3 clusters Score -6253081 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -6253106.500000 Penalty: 5409.208496
	Iteration 154Q: 3 clusters Score -6253106 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -6253127.500000 Penalty: 5409.208496
	Iteration 155Q: 3 clusters Score -6253128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -6253151.000000 Penalty: 5409.208496
	Iteration 156Q: 3 clusters Score -6253151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -6253158.000000 Penalty: 5409.208496
	Iteration 157Q: 3 clusters Score -6253158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -6253191.500000 Penalty: 5409.208496
	Iteration 158Q: 3 clusters Score -6253192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6253197.000000 Penalty: 5409.208496
	Iteration 159Q: 3 clusters Score -6253197 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -6253242.000000 Penalty: 5409.208496
	Iteration 160F: 3 clusters Score -6253242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -6253271.000000 Penalty: 5409.208496
	Iteration 161Q: 3 clusters Score -6253271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6253266.500000 Penalty: 5409.208496
	Iteration 162Q: 3 clusters Score -6253266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6253294.000000 Penalty: 5409.208496
	Iteration 163Q: 3 clusters Score -6253294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -6253314.500000 Penalty: 5409.208496
	Iteration 164Q: 3 clusters Score -6253314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -6253341.000000 Penalty: 5409.208496
	Iteration 165Q: 3 clusters Score -6253341 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -6253361.500000 Penalty: 5409.208496
	Iteration 166Q: 3 clusters Score -6253362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6253351.500000 Penalty: 5409.208496
	Iteration 167Q: 3 clusters Score -6253352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6253354.500000 Penalty: 5409.208496
	Iteration 168Q: 3 clusters Score -6253354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -6253367.000000 Penalty: 5409.208496
	Iteration 169Q: 3 clusters Score -6253367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6253374.000000 Penalty: 5409.208496
	Iteration 170Q: 3 clusters Score -6253374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -6253387.500000 Penalty: 5409.208496
	Iteration 171Q: 3 clusters Score -6253388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -6253390.500000 Penalty: 5409.208496
	Iteration 172Q: 3 clusters Score -6253390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -6253396.000000 Penalty: 5409.208496
	Iteration 173Q: 3 clusters Score -6253396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -6253414.500000 Penalty: 5409.208496
	Iteration 174Q: 3 clusters Score -6253414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -6253419.000000 Penalty: 5409.208496
	Iteration 175Q: 3 clusters Score -6253419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -6253435.500000 Penalty: 5409.208496
	Iteration 176Q: 3 clusters Score -6253436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6253428.500000 Penalty: 5409.208496
	Iteration 177Q: 3 clusters Score -6253428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -6253431.000000 Penalty: 5409.208496
	Iteration 178Q: 3 clusters Score -6253431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6253435.500000 Penalty: 5409.208496
	Iteration 179Q: 3 clusters Score -6253436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -6253447.500000 Penalty: 5409.208496
	Iteration 180F: 3 clusters Score -6253448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6253444.500000 Penalty: 5409.208496
	Iteration 181Q: 3 clusters Score -6253444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -6253454.000000 Penalty: 5409.208496
	Iteration 182Q: 3 clusters Score -6253454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6253446.000000 Penalty: 5409.208496
	Iteration 183Q: 3 clusters Score -6253446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -6253452.500000 Penalty: 5409.208496
	Iteration 184Q: 3 clusters Score -6253452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -6253447.000000 Penalty: 5409.208496
	Iteration 185Q: 3 clusters Score -6253447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -6253440.500000 Penalty: 5409.208496
	Iteration 186Q: 3 clusters Score -6253440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6253447.500000 Penalty: 5409.208496
	Iteration 187Q: 3 clusters Score -6253448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -6253443.000000 Penalty: 5409.208496
	Iteration 188Q: 3 clusters Score -6253443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6253439.000000 Penalty: 5409.208496
	Iteration 189Q: 3 clusters Score -6253439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -6253448.000000 Penalty: 5409.208496
	Iteration 190Q: 3 clusters Score -6253448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -6253447.000000 Penalty: 5409.208496
	Iteration 191Q: 3 clusters Score -6253447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -6253439.000000 Penalty: 5409.208496
	Iteration 192Q: 3 clusters Score -6253439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -6253435.500000 Penalty: 5409.208496
	Iteration 193Q: 3 clusters Score -6253436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -6253428.000000 Penalty: 5409.208496
	Iteration 194Q: 3 clusters Score -6253428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6253432.500000 Penalty: 5409.208496
	Iteration 195Q: 3 clusters Score -6253432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6253432.500000 Penalty: 5409.208496
	Iteration 196F: 3 clusters Score -6253432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -410010.562500 Penalty: 2095.967285
	Iteration 0F: 2 clusters Score -410010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -405771.281250 Penalty: 4191.934570
	Iteration 0F: 3 clusters Score -405771.3 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -407041.562500 Penalty: 4191.934570
	Iteration 1F: 3 clusters Score -407041.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -407648.968750 Penalty: 4191.934570
	Iteration 2F: 3 clusters Score -407649 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -408312.593750 Penalty: 4191.934570
	Iteration 3F: 3 clusters Score -408312.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -408853.062500 Penalty: 4191.934570
	Iteration 4F: 3 clusters Score -408853.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -409191.843750 Penalty: 4191.934570
	Iteration 5F: 3 clusters Score -409191.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -409384.093750 Penalty: 4191.934570
	Iteration 6F: 3 clusters Score -409384.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -409476.843750 Penalty: 4191.934570
	Iteration 7Q: 3 clusters Score -409476.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -409521.875000 Penalty: 4191.934570
	Iteration 8Q: 3 clusters Score -409521.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -409555.031250 Penalty: 4191.934570
	Iteration 9Q: 3 clusters Score -409555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -409584.031250 Penalty: 4191.934570
	Iteration 10Q: 3 clusters Score -409584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -409612.625000 Penalty: 4191.934570
	Iteration 11Q: 3 clusters Score -409612.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -409624.718750 Penalty: 4191.934570
	Iteration 12Q: 3 clusters Score -409624.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -409632.562500 Penalty: 4191.934570
	Iteration 13Q: 3 clusters Score -409632.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -409638.875000 Penalty: 4191.934570
	Iteration 14Q: 3 clusters Score -409638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -409646.406250 Penalty: 4191.934570
	Iteration 15Q: 3 clusters Score -409646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -409649.218750 Penalty: 4191.934570
	Iteration 16Q: 3 clusters Score -409649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -409650.906250 Penalty: 4191.934570
	Iteration 17Q: 3 clusters Score -409650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -409651.531250 Penalty: 4191.934570
	Iteration 18Q: 3 clusters Score -409651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -409652.125000 Penalty: 4191.934570
	Iteration 19Q: 3 clusters Score -409652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -409653.187500 Penalty: 4191.934570
	Iteration 20F: 3 clusters Score -409653.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -245194.500000 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -245194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242340.203125 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -242340.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -242982.109375 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -242982.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -243188.406250 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -243188.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -243277.312500 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -243277.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -243337.500000 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -243337.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -243397.515625 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -243397.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -243446.640625 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -243446.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -243487.875000 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -243487.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -243518.171875 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -243518.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -243550.187500 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -243550.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -243583.625000 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -243583.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -243619.656250 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -243619.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -243650.812500 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -243650.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -243678.375000 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -243678.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -243707.750000 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -243707.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -243740.984375 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -243741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -243773.156250 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -243773.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -243800.625000 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -243800.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -243826.765625 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -243826.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -243843.109375 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -243843.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -243859.093750 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -243859.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -243875.796875 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -243875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -243887.718750 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -243887.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -243895.828125 Penalty: 3861.511230
	Iteration 23Q: 3 clusters Score -243895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -243899.531250 Penalty: 3861.511230
	Iteration 24Q: 3 clusters Score -243899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -243902.859375 Penalty: 3861.511230
	Iteration 25Q: 3 clusters Score -243902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -243905.984375 Penalty: 3861.511230
	Iteration 26Q: 3 clusters Score -243906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -243909.812500 Penalty: 3861.511230
	Iteration 27Q: 3 clusters Score -243909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -243913.078125 Penalty: 3861.511230
	Iteration 28Q: 3 clusters Score -243913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -243913.546875 Penalty: 3861.511230
	Iteration 29Q: 3 clusters Score -243913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -243913.546875 Penalty: 3861.511230
	Iteration 30F: 3 clusters Score -243913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -551159.000000 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -551159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -546706.062500 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -546706.1 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -547715.500000 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -547715.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -547922.875000 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -547922.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -548076.250000 Penalty: 4221.941895
	Iteration 3F: 3 clusters Score -548076.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -548216.250000 Penalty: 4221.941895
	Iteration 4Q: 3 clusters Score -548216.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -548380.187500 Penalty: 4221.941895
	Iteration 5Q: 3 clusters Score -548380.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -548693.375000 Penalty: 4221.941895
	Iteration 6Q: 3 clusters Score -548693.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -549291.750000 Penalty: 4221.941895
	Iteration 7F: 3 clusters Score -549291.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -550193.562500 Penalty: 4221.941895
	Iteration 8F: 3 clusters Score -550193.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -550737.000000 Penalty: 4221.941895
	Iteration 9F: 3 clusters Score -550737 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -551020.500000 Penalty: 4221.941895
	Iteration 10F: 3 clusters Score -551020.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -551141.500000 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -551141.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -551209.312500 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -551209.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -551249.875000 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -551249.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -551288.062500 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -551288.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -551315.062500 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -551315.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -551344.625000 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -551344.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -551369.312500 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -551369.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -551389.500000 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -551389.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -551421.125000 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -551421.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -551455.187500 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -551455.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -551495.812500 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -551495.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -551521.687500 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -551521.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -551552.625000 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -551552.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -551585.250000 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -551585.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -551614.812500 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -551614.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -551655.687500 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -551655.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -551689.937500 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -551689.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -551740.125000 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -551740.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -551785.687500 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -551785.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -551824.750000 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -551824.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -551862.000000 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -551862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -551889.250000 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -551889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -551902.312500 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -551902.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -551916.812500 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -551916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -551923.187500 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -551923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -551926.937500 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -551926.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -551930.437500 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -551930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -551931.687500 Penalty: 4221.941895
	Iteration 38Q: 3 clusters Score -551931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -551932.875000 Penalty: 4221.941895
	Iteration 39Q: 3 clusters Score -551932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -551932.875000 Penalty: 4221.941895
	Iteration 40F: 3 clusters Score -551932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 941 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 4033 members 
Entering Unmasked Estep 
Score: -212295680.000000 Penalty: 370088.218750
Splitting cluster 67 changes total score from -212296576.000000 to -212295680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -706843.000000 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -706843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -701559.625000 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -701559.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -702869.687500 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -702869.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -703092.937500 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -703092.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -703245.062500 Penalty: 4336.237793
	Iteration 3Q: 3 clusters Score -703245.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -703344.000000 Penalty: 4336.237793
	Iteration 4Q: 3 clusters Score -703344 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -703419.125000 Penalty: 4336.237793
	Iteration 5Q: 3 clusters Score -703419.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -703481.937500 Penalty: 4336.237793
	Iteration 6Q: 3 clusters Score -703481.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -703551.062500 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -703551.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -703619.437500 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -703619.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -703676.562500 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -703676.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -703730.000000 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -703730 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -703796.000000 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -703796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -703857.750000 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -703857.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -703924.500000 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -703924.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -703990.500000 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -703990.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -704066.562500 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -704066.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -704144.875000 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -704144.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -704208.125000 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -704208.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -704271.687500 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -704271.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -704324.937500 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -704324.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -704366.500000 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -704366.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -704407.625000 Penalty: 4336.237793
	Iteration 21Q: 3 clusters Score -704407.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -704432.937500 Penalty: 4336.237793
	Iteration 22Q: 3 clusters Score -704432.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -704458.687500 Penalty: 4336.237793
	Iteration 23Q: 3 clusters Score -704458.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -704488.312500 Penalty: 4336.237793
	Iteration 24Q: 3 clusters Score -704488.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -704519.437500 Penalty: 4336.237793
	Iteration 25Q: 3 clusters Score -704519.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -704542.000000 Penalty: 4336.237793
	Iteration 26Q: 3 clusters Score -704542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -704564.500000 Penalty: 4336.237793
	Iteration 27Q: 3 clusters Score -704564.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -704583.250000 Penalty: 4336.237793
	Iteration 28Q: 3 clusters Score -704583.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -704601.000000 Penalty: 4336.237793
	Iteration 29Q: 3 clusters Score -704601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -704615.812500 Penalty: 4336.237793
	Iteration 30Q: 3 clusters Score -704615.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -704625.625000 Penalty: 4336.237793
	Iteration 31Q: 3 clusters Score -704625.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -704633.250000 Penalty: 4336.237793
	Iteration 32Q: 3 clusters Score -704633.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -704641.687500 Penalty: 4336.237793
	Iteration 33Q: 3 clusters Score -704641.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -704644.000000 Penalty: 4336.237793
	Iteration 34Q: 3 clusters Score -704644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -704648.562500 Penalty: 4336.237793
	Iteration 35Q: 3 clusters Score -704648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -704652.562500 Penalty: 4336.237793
	Iteration 36Q: 3 clusters Score -704652.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -704660.000000 Penalty: 4336.237793
	Iteration 37Q: 3 clusters Score -704660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -704662.312500 Penalty: 4336.237793
	Iteration 38Q: 3 clusters Score -704662.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -704664.187500 Penalty: 4336.237793
	Iteration 39Q: 3 clusters Score -704664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -704667.437500 Penalty: 4336.237793
	Iteration 40F: 3 clusters Score -704667.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -704673.375000 Penalty: 4336.237793
	Iteration 41Q: 3 clusters Score -704673.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -704679.000000 Penalty: 4336.237793
	Iteration 42Q: 3 clusters Score -704679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -704681.500000 Penalty: 4336.237793
	Iteration 43Q: 3 clusters Score -704681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -704685.625000 Penalty: 4336.237793
	Iteration 44Q: 3 clusters Score -704685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -704689.312500 Penalty: 4336.237793
	Iteration 45Q: 3 clusters Score -704689.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -704693.562500 Penalty: 4336.237793
	Iteration 46Q: 3 clusters Score -704693.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -704695.937500 Penalty: 4336.237793
	Iteration 47Q: 3 clusters Score -704695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -704701.500000 Penalty: 4336.237793
	Iteration 48Q: 3 clusters Score -704701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -704705.687500 Penalty: 4336.237793
	Iteration 49Q: 3 clusters Score -704705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -704707.562500 Penalty: 4336.237793
	Iteration 50Q: 3 clusters Score -704707.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -704712.375000 Penalty: 4336.237793
	Iteration 51Q: 3 clusters Score -704712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -704714.562500 Penalty: 4336.237793
	Iteration 52Q: 3 clusters Score -704714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -704718.250000 Penalty: 4336.237793
	Iteration 53Q: 3 clusters Score -704718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -704722.937500 Penalty: 4336.237793
	Iteration 54Q: 3 clusters Score -704722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -704730.312500 Penalty: 4336.237793
	Iteration 55Q: 3 clusters Score -704730.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -704734.625000 Penalty: 4336.237793
	Iteration 56Q: 3 clusters Score -704734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -704738.062500 Penalty: 4336.237793
	Iteration 57Q: 3 clusters Score -704738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -704738.812500 Penalty: 4336.237793
	Iteration 58Q: 3 clusters Score -704738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -704736.875000 Penalty: 4336.237793
	Iteration 59Q: 3 clusters Score -704736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -704741.750000 Penalty: 4336.237793
	Iteration 60F: 3 clusters Score -704741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -704741.812500 Penalty: 4336.237793
	Iteration 61Q: 3 clusters Score -704741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -704743.500000 Penalty: 4336.237793
	Iteration 62Q: 3 clusters Score -704743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -704744.937500 Penalty: 4336.237793
	Iteration 63Q: 3 clusters Score -704744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -704745.562500 Penalty: 4336.237793
	Iteration 64Q: 3 clusters Score -704745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -704747.250000 Penalty: 4336.237793
	Iteration 65Q: 3 clusters Score -704747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -704746.250000 Penalty: 4336.237793
	Iteration 66Q: 3 clusters Score -704746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -704746.000000 Penalty: 4336.237793
	Iteration 67Q: 3 clusters Score -704746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -704746.000000 Penalty: 4336.237793
	Iteration 68F: 3 clusters Score -704746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -877445.625000 Penalty: 2232.608887
	Iteration 0F: 2 clusters Score -877445.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -871002.562500 Penalty: 4465.217773
	Iteration 0F: 3 clusters Score -871002.6 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -872800.937500 Penalty: 4465.217773
	Iteration 1F: 3 clusters Score -872800.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -873135.500000 Penalty: 4465.217773
	Iteration 2F: 3 clusters Score -873135.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -873422.625000 Penalty: 4465.217773
	Iteration 3F: 3 clusters Score -873422.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -873619.500000 Penalty: 4465.217773
	Iteration 4Q: 3 clusters Score -873619.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -873774.562500 Penalty: 4465.217773
	Iteration 5Q: 3 clusters Score -873774.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -873919.500000 Penalty: 4465.217773
	Iteration 6Q: 3 clusters Score -873919.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -874046.062500 Penalty: 4465.217773
	Iteration 7Q: 3 clusters Score -874046.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -874155.250000 Penalty: 4465.217773
	Iteration 8Q: 3 clusters Score -874155.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -874264.875000 Penalty: 4465.217773
	Iteration 9Q: 3 clusters Score -874264.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -874372.000000 Penalty: 4465.217773
	Iteration 10Q: 3 clusters Score -874372 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -874493.312500 Penalty: 4465.217773
	Iteration 11Q: 3 clusters Score -874493.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -874610.875000 Penalty: 4465.217773
	Iteration 12Q: 3 clusters Score -874610.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -874747.187500 Penalty: 4465.217773
	Iteration 13Q: 3 clusters Score -874747.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -874923.937500 Penalty: 4465.217773
	Iteration 14Q: 3 clusters Score -874923.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -875096.812500 Penalty: 4465.217773
	Iteration 15Q: 3 clusters Score -875096.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -875303.000000 Penalty: 4465.217773
	Iteration 16Q: 3 clusters Score -875303 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -875467.500000 Penalty: 4465.217773
	Iteration 17Q: 3 clusters Score -875467.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -875617.875000 Penalty: 4465.217773
	Iteration 18Q: 3 clusters Score -875617.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -875724.312500 Penalty: 4465.217773
	Iteration 19Q: 3 clusters Score -875724.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -875811.750000 Penalty: 4465.217773
	Iteration 20F: 3 clusters Score -875811.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -875873.312500 Penalty: 4465.217773
	Iteration 21Q: 3 clusters Score -875873.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -875910.875000 Penalty: 4465.217773
	Iteration 22Q: 3 clusters Score -875910.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -875945.125000 Penalty: 4465.217773
	Iteration 23Q: 3 clusters Score -875945.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -875972.687500 Penalty: 4465.217773
	Iteration 24Q: 3 clusters Score -875972.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -875992.125000 Penalty: 4465.217773
	Iteration 25Q: 3 clusters Score -875992.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -876008.187500 Penalty: 4465.217773
	Iteration 26Q: 3 clusters Score -876008.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -876019.000000 Penalty: 4465.217773
	Iteration 27Q: 3 clusters Score -876019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -876033.000000 Penalty: 4465.217773
	Iteration 28Q: 3 clusters Score -876033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -876038.000000 Penalty: 4465.217773
	Iteration 29Q: 3 clusters Score -876038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -876046.000000 Penalty: 4465.217773
	Iteration 30Q: 3 clusters Score -876046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -876053.187500 Penalty: 4465.217773
	Iteration 31Q: 3 clusters Score -876053.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -876063.937500 Penalty: 4465.217773
	Iteration 32Q: 3 clusters Score -876063.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -876073.937500 Penalty: 4465.217773
	Iteration 33Q: 3 clusters Score -876073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -876086.250000 Penalty: 4465.217773
	Iteration 34Q: 3 clusters Score -876086.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -876095.500000 Penalty: 4465.217773
	Iteration 35Q: 3 clusters Score -876095.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -876104.562500 Penalty: 4465.217773
	Iteration 36Q: 3 clusters Score -876104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -876112.000000 Penalty: 4465.217773
	Iteration 37Q: 3 clusters Score -876112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -876116.875000 Penalty: 4465.217773
	Iteration 38Q: 3 clusters Score -876116.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -876124.312500 Penalty: 4465.217773
	Iteration 39Q: 3 clusters Score -876124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -876128.125000 Penalty: 4465.217773
	Iteration 40F: 3 clusters Score -876128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -876135.562500 Penalty: 4465.217773
	Iteration 41Q: 3 clusters Score -876135.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -876139.375000 Penalty: 4465.217773
	Iteration 42Q: 3 clusters Score -876139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -876141.125000 Penalty: 4465.217773
	Iteration 43Q: 3 clusters Score -876141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -876147.312500 Penalty: 4465.217773
	Iteration 44Q: 3 clusters Score -876147.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -876150.437500 Penalty: 4465.217773
	Iteration 45Q: 3 clusters Score -876150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -876154.437500 Penalty: 4465.217773
	Iteration 46Q: 3 clusters Score -876154.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -876155.625000 Penalty: 4465.217773
	Iteration 47Q: 3 clusters Score -876155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -876157.937500 Penalty: 4465.217773
	Iteration 48Q: 3 clusters Score -876157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -876159.125000 Penalty: 4465.217773
	Iteration 49Q: 3 clusters Score -876159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -876159.750000 Penalty: 4465.217773
	Iteration 50Q: 3 clusters Score -876159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -876160.187500 Penalty: 4465.217773
	Iteration 51Q: 3 clusters Score -876160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -876159.812500 Penalty: 4465.217773
	Iteration 52Q: 3 clusters Score -876159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -876160.375000 Penalty: 4465.217773
	Iteration 53Q: 3 clusters Score -876160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -876162.000000 Penalty: 4465.217773
	Iteration 54Q: 3 clusters Score -876162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -876161.250000 Penalty: 4465.217773
	Iteration 55Q: 3 clusters Score -876161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -876162.875000 Penalty: 4465.217773
	Iteration 56Q: 3 clusters Score -876162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -876163.375000 Penalty: 4465.217773
	Iteration 57Q: 3 clusters Score -876163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -876163.375000 Penalty: 4465.217773
	Iteration 58F: 3 clusters Score -876163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -702321.750000 Penalty: 2166.290527
	Iteration 0F: 2 clusters Score -702321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -697046.125000 Penalty: 4332.581055
	Iteration 0F: 3 clusters Score -697046.1 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -698374.562500 Penalty: 4332.581055
	Iteration 1F: 3 clusters Score -698374.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -698603.562500 Penalty: 4332.581055
	Iteration 2F: 3 clusters Score -698603.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -698742.812500 Penalty: 4332.581055
	Iteration 3Q: 3 clusters Score -698742.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -698852.187500 Penalty: 4332.581055
	Iteration 4Q: 3 clusters Score -698852.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -698945.062500 Penalty: 4332.581055
	Iteration 5Q: 3 clusters Score -698945.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -699021.187500 Penalty: 4332.581055
	Iteration 6Q: 3 clusters Score -699021.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -699107.687500 Penalty: 4332.581055
	Iteration 7Q: 3 clusters Score -699107.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -699195.375000 Penalty: 4332.581055
	Iteration 8Q: 3 clusters Score -699195.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -699288.562500 Penalty: 4332.581055
	Iteration 9Q: 3 clusters Score -699288.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -699385.937500 Penalty: 4332.581055
	Iteration 10Q: 3 clusters Score -699385.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -699495.812500 Penalty: 4332.581055
	Iteration 11Q: 3 clusters Score -699495.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -699621.375000 Penalty: 4332.581055
	Iteration 12Q: 3 clusters Score -699621.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -699757.937500 Penalty: 4332.581055
	Iteration 13Q: 3 clusters Score -699757.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -699879.875000 Penalty: 4332.581055
	Iteration 14Q: 3 clusters Score -699879.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -699968.562500 Penalty: 4332.581055
	Iteration 15Q: 3 clusters Score -699968.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -700043.250000 Penalty: 4332.581055
	Iteration 16Q: 3 clusters Score -700043.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -700117.125000 Penalty: 4332.581055
	Iteration 17Q: 3 clusters Score -700117.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -700171.000000 Penalty: 4332.581055
	Iteration 18Q: 3 clusters Score -700171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -700217.750000 Penalty: 4332.581055
	Iteration 19Q: 3 clusters Score -700217.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -700256.312500 Penalty: 4332.581055
	Iteration 20F: 3 clusters Score -700256.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -700288.062500 Penalty: 4332.581055
	Iteration 21Q: 3 clusters Score -700288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -700310.812500 Penalty: 4332.581055
	Iteration 22Q: 3 clusters Score -700310.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -700323.437500 Penalty: 4332.581055
	Iteration 23Q: 3 clusters Score -700323.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -700335.000000 Penalty: 4332.581055
	Iteration 24Q: 3 clusters Score -700335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -700348.250000 Penalty: 4332.581055
	Iteration 25Q: 3 clusters Score -700348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -700357.187500 Penalty: 4332.581055
	Iteration 26Q: 3 clusters Score -700357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -700371.875000 Penalty: 4332.581055
	Iteration 27Q: 3 clusters Score -700371.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -700384.250000 Penalty: 4332.581055
	Iteration 28Q: 3 clusters Score -700384.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -700391.500000 Penalty: 4332.581055
	Iteration 29Q: 3 clusters Score -700391.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -700398.312500 Penalty: 4332.581055
	Iteration 30Q: 3 clusters Score -700398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -700409.437500 Penalty: 4332.581055
	Iteration 31Q: 3 clusters Score -700409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -700419.125000 Penalty: 4332.581055
	Iteration 32Q: 3 clusters Score -700419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -700421.000000 Penalty: 4332.581055
	Iteration 33Q: 3 clusters Score -700421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -700423.562500 Penalty: 4332.581055
	Iteration 34Q: 3 clusters Score -700423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -700425.750000 Penalty: 4332.581055
	Iteration 35Q: 3 clusters Score -700425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -700428.750000 Penalty: 4332.581055
	Iteration 36Q: 3 clusters Score -700428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -700431.437500 Penalty: 4332.581055
	Iteration 37Q: 3 clusters Score -700431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -700431.437500 Penalty: 4332.581055
	Iteration 38F: 3 clusters Score -700431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -657952.875000 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -657952.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -652655.437500 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -652655.4 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -654079.625000 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -654079.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -654396.125000 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -654396.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -654638.375000 Penalty: 4332.979980
	Iteration 3F: 3 clusters Score -654638.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -654913.687500 Penalty: 4332.979980
	Iteration 4F: 3 clusters Score -654913.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -655217.125000 Penalty: 4332.979980
	Iteration 5F: 3 clusters Score -655217.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -655511.125000 Penalty: 4332.979980
	Iteration 6F: 3 clusters Score -655511.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -655805.000000 Penalty: 4332.979980
	Iteration 7F: 3 clusters Score -655805 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -656069.625000 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -656069.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -656320.437500 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -656320.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -656490.250000 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -656490.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -656616.125000 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -656616.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -656704.500000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -656704.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -656780.375000 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -656780.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -656824.875000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -656824.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -656848.375000 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -656848.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -656871.687500 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -656871.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -656888.125000 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -656888.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -656897.937500 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -656897.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -656905.437500 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -656905.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -656913.250000 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -656913.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -656917.812500 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -656917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -656921.750000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -656921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -656926.062500 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -656926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -656930.125000 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -656930.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -656936.187500 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -656936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -656938.312500 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -656938.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -656943.250000 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -656943.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -656947.250000 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -656947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -656949.812500 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -656949.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -656954.750000 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -656954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -656957.062500 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -656957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -656957.375000 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -656957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -656962.000000 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -656962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -656970.500000 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -656970.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -656977.687500 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -656977.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -656985.125000 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -656985.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -656988.812500 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -656988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -656992.562500 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -656992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -656994.500000 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -656994.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -656996.687500 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -656996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -657001.750000 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -657001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -657008.000000 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -657008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -657008.625000 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -657008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -657011.312500 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -657011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -657011.500000 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -657011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -657011.562500 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -657011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -657011.562500 Penalty: 4332.979980
	Iteration 47F: 3 clusters Score -657011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (18851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Entering Unmasked Estep 
Score: -1950264.500000 Penalty: 2441.391602
	Iteration 0F: 2 clusters Score -1950264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1936946.125000 Penalty: 4882.783203
	Iteration 0F: 3 clusters Score -1936946 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1941918.000000 Penalty: 4882.783203
	Iteration 1F: 3 clusters Score -1941918 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1942632.375000 Penalty: 4882.783203
	Iteration 2F: 3 clusters Score -1942632 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1943267.250000 Penalty: 4882.783203
	Iteration 3F: 3 clusters Score -1943267 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1943793.500000 Penalty: 4882.783203
	Iteration 4F: 3 clusters Score -1943794 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1944233.875000 Penalty: 4882.783203
	Iteration 5Q: 3 clusters Score -1944234 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1944604.125000 Penalty: 4882.783203
	Iteration 6Q: 3 clusters Score -1944604 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1944930.000000 Penalty: 4882.783203
	Iteration 7Q: 3 clusters Score -1944930 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1945269.375000 Penalty: 4882.783203
	Iteration 8Q: 3 clusters Score -1945269 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1945586.625000 Penalty: 4882.783203
	Iteration 9Q: 3 clusters Score -1945587 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1945870.500000 Penalty: 4882.783203
	Iteration 10Q: 3 clusters Score -1945870 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1946152.875000 Penalty: 4882.783203
	Iteration 11Q: 3 clusters Score -1946153 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1946453.625000 Penalty: 4882.783203
	Iteration 12Q: 3 clusters Score -1946454 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1946724.250000 Penalty: 4882.783203
	Iteration 13Q: 3 clusters Score -1946724 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1946986.750000 Penalty: 4882.783203
	Iteration 14Q: 3 clusters Score -1946987 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1947230.500000 Penalty: 4882.783203
	Iteration 15Q: 3 clusters Score -1947230 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1947447.250000 Penalty: 4882.783203
	Iteration 16Q: 3 clusters Score -1947447 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1947620.750000 Penalty: 4882.783203
	Iteration 17Q: 3 clusters Score -1947621 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1947759.125000 Penalty: 4882.783203
	Iteration 18Q: 3 clusters Score -1947759 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1947874.375000 Penalty: 4882.783203
	Iteration 19Q: 3 clusters Score -1947874 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1947944.375000 Penalty: 4882.783203
	Iteration 20F: 3 clusters Score -1947944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1947985.125000 Penalty: 4882.783203
	Iteration 21Q: 3 clusters Score -1947985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1948029.000000 Penalty: 4882.783203
	Iteration 22Q: 3 clusters Score -1948029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1948062.125000 Penalty: 4882.783203
	Iteration 23Q: 3 clusters Score -1948062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1948091.750000 Penalty: 4882.783203
	Iteration 24Q: 3 clusters Score -1948092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1948110.750000 Penalty: 4882.783203
	Iteration 25Q: 3 clusters Score -1948111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1948124.625000 Penalty: 4882.783203
	Iteration 26Q: 3 clusters Score -1948125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1948131.375000 Penalty: 4882.783203
	Iteration 27Q: 3 clusters Score -1948131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1948139.375000 Penalty: 4882.783203
	Iteration 28Q: 3 clusters Score -1948139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1948146.500000 Penalty: 4882.783203
	Iteration 29Q: 3 clusters Score -1948146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1948157.375000 Penalty: 4882.783203
	Iteration 30Q: 3 clusters Score -1948157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1948166.250000 Penalty: 4882.783203
	Iteration 31Q: 3 clusters Score -1948166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1948171.875000 Penalty: 4882.783203
	Iteration 32Q: 3 clusters Score -1948172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1948174.375000 Penalty: 4882.783203
	Iteration 33Q: 3 clusters Score -1948174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1948181.250000 Penalty: 4882.783203
	Iteration 34Q: 3 clusters Score -1948181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1948185.250000 Penalty: 4882.783203
	Iteration 35Q: 3 clusters Score -1948185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1948188.000000 Penalty: 4882.783203
	Iteration 36Q: 3 clusters Score -1948188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1948190.500000 Penalty: 4882.783203
	Iteration 37Q: 3 clusters Score -1948190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1948190.875000 Penalty: 4882.783203
	Iteration 38Q: 3 clusters Score -1948191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1948193.750000 Penalty: 4882.783203
	Iteration 39Q: 3 clusters Score -1948194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1948199.875000 Penalty: 4882.783203
	Iteration 40F: 3 clusters Score -1948200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1948198.625000 Penalty: 4882.783203
	Iteration 41Q: 3 clusters Score -1948199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1948203.250000 Penalty: 4882.783203
	Iteration 42Q: 3 clusters Score -1948203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1948207.625000 Penalty: 4882.783203
	Iteration 43Q: 3 clusters Score -1948208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1948213.875000 Penalty: 4882.783203
	Iteration 44Q: 3 clusters Score -1948214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1948215.875000 Penalty: 4882.783203
	Iteration 45Q: 3 clusters Score -1948216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1948223.000000 Penalty: 4882.783203
	Iteration 46Q: 3 clusters Score -1948223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1948232.375000 Penalty: 4882.783203
	Iteration 47Q: 3 clusters Score -1948232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1948237.125000 Penalty: 4882.783203
	Iteration 48Q: 3 clusters Score -1948237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1948248.375000 Penalty: 4882.783203
	Iteration 49Q: 3 clusters Score -1948248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1948255.750000 Penalty: 4882.783203
	Iteration 50Q: 3 clusters Score -1948256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1948270.875000 Penalty: 4882.783203
	Iteration 51Q: 3 clusters Score -1948271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1948285.000000 Penalty: 4882.783203
	Iteration 52Q: 3 clusters Score -1948285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1948295.875000 Penalty: 4882.783203
	Iteration 53Q: 3 clusters Score -1948296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1948305.500000 Penalty: 4882.783203
	Iteration 54Q: 3 clusters Score -1948306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1948322.500000 Penalty: 4882.783203
	Iteration 55Q: 3 clusters Score -1948322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1948341.500000 Penalty: 4882.783203
	Iteration 56Q: 3 clusters Score -1948342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1948348.375000 Penalty: 4882.783203
	Iteration 57Q: 3 clusters Score -1948348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1948357.250000 Penalty: 4882.783203
	Iteration 58Q: 3 clusters Score -1948357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1948368.500000 Penalty: 4882.783203
	Iteration 59Q: 3 clusters Score -1948368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1948379.375000 Penalty: 4882.783203
	Iteration 60F: 3 clusters Score -1948379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1948383.625000 Penalty: 4882.783203
	Iteration 61Q: 3 clusters Score -1948384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1948386.250000 Penalty: 4882.783203
	Iteration 62Q: 3 clusters Score -1948386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1948388.625000 Penalty: 4882.783203
	Iteration 63Q: 3 clusters Score -1948389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1948388.875000 Penalty: 4882.783203
	Iteration 64Q: 3 clusters Score -1948389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1948392.250000 Penalty: 4882.783203
	Iteration 65Q: 3 clusters Score -1948392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1948390.375000 Penalty: 4882.783203
	Iteration 66Q: 3 clusters Score -1948390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1948395.500000 Penalty: 4882.783203
	Iteration 67Q: 3 clusters Score -1948396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1948400.250000 Penalty: 4882.783203
	Iteration 68Q: 3 clusters Score -1948400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1948403.125000 Penalty: 4882.783203
	Iteration 69Q: 3 clusters Score -1948403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1948404.125000 Penalty: 4882.783203
	Iteration 70Q: 3 clusters Score -1948404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1948412.875000 Penalty: 4882.783203
	Iteration 71Q: 3 clusters Score -1948413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -1948415.375000 Penalty: 4882.783203
	Iteration 72Q: 3 clusters Score -1948415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1948418.750000 Penalty: 4882.783203
	Iteration 73Q: 3 clusters Score -1948419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1948420.375000 Penalty: 4882.783203
	Iteration 74Q: 3 clusters Score -1948420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1948420.250000 Penalty: 4882.783203
	Iteration 75Q: 3 clusters Score -1948420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1948424.375000 Penalty: 4882.783203
	Iteration 76Q: 3 clusters Score -1948424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1948427.125000 Penalty: 4882.783203
	Iteration 77Q: 3 clusters Score -1948427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1948426.500000 Penalty: 4882.783203
	Iteration 78Q: 3 clusters Score -1948426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1948426.500000 Penalty: 4882.783203
	Iteration 79F: 3 clusters Score -1948426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Entering Unmasked Estep 
Score: -1921345.750000 Penalty: 2411.255615
	Iteration 0F: 2 clusters Score -1921346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1909400.000000 Penalty: 4822.511230
	Iteration 0F: 3 clusters Score -1909400 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1913472.750000 Penalty: 4822.511230
	Iteration 1F: 3 clusters Score -1913473 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1914057.125000 Penalty: 4822.511230
	Iteration 2F: 3 clusters Score -1914057 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1914640.250000 Penalty: 4822.511230
	Iteration 3F: 3 clusters Score -1914640 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1915183.875000 Penalty: 4822.511230
	Iteration 4F: 3 clusters Score -1915184 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1915671.625000 Penalty: 4822.511230
	Iteration 5F: 3 clusters Score -1915672 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1916083.750000 Penalty: 4822.511230
	Iteration 6F: 3 clusters Score -1916084 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1916384.625000 Penalty: 4822.511230
	Iteration 7Q: 3 clusters Score -1916385 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1916631.875000 Penalty: 4822.511230
	Iteration 8Q: 3 clusters Score -1916632 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1916812.125000 Penalty: 4822.511230
	Iteration 9Q: 3 clusters Score -1916812 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1916957.625000 Penalty: 4822.511230
	Iteration 10Q: 3 clusters Score -1916958 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1917088.125000 Penalty: 4822.511230
	Iteration 11Q: 3 clusters Score -1917088 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1917214.500000 Penalty: 4822.511230
	Iteration 12Q: 3 clusters Score -1917214 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1917339.375000 Penalty: 4822.511230
	Iteration 13Q: 3 clusters Score -1917339 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1917475.375000 Penalty: 4822.511230
	Iteration 14Q: 3 clusters Score -1917475 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1917619.625000 Penalty: 4822.511230
	Iteration 15Q: 3 clusters Score -1917620 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1917775.875000 Penalty: 4822.511230
	Iteration 16Q: 3 clusters Score -1917776 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1917947.375000 Penalty: 4822.511230
	Iteration 17Q: 3 clusters Score -1917947 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1918140.875000 Penalty: 4822.511230
	Iteration 18Q: 3 clusters Score -1918141 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1918382.000000 Penalty: 4822.511230
	Iteration 19Q: 3 clusters Score -1918382 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1918691.875000 Penalty: 4822.511230
	Iteration 20F: 3 clusters Score -1918692 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1919111.500000 Penalty: 4822.511230
	Iteration 21Q: 3 clusters Score -1919112 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1919440.750000 Penalty: 4822.511230
	Iteration 22Q: 3 clusters Score -1919441 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1919633.125000 Penalty: 4822.511230
	Iteration 23Q: 3 clusters Score -1919633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1919750.500000 Penalty: 4822.511230
	Iteration 24Q: 3 clusters Score -1919750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1919809.500000 Penalty: 4822.511230
	Iteration 25Q: 3 clusters Score -1919810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1919838.375000 Penalty: 4822.511230
	Iteration 26Q: 3 clusters Score -1919838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1919853.500000 Penalty: 4822.511230
	Iteration 27Q: 3 clusters Score -1919854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1919866.625000 Penalty: 4822.511230
	Iteration 28Q: 3 clusters Score -1919867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1919877.750000 Penalty: 4822.511230
	Iteration 29Q: 3 clusters Score -1919878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1919879.625000 Penalty: 4822.511230
	Iteration 30Q: 3 clusters Score -1919880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1919878.000000 Penalty: 4822.511230
	Iteration 31Q: 3 clusters Score -1919878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1919875.500000 Penalty: 4822.511230
	Iteration 32Q: 3 clusters Score -1919876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1919877.750000 Penalty: 4822.511230
	Iteration 33Q: 3 clusters Score -1919878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1919877.000000 Penalty: 4822.511230
	Iteration 34Q: 3 clusters Score -1919877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1919876.125000 Penalty: 4822.511230
	Iteration 35Q: 3 clusters Score -1919876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1919878.375000 Penalty: 4822.511230
	Iteration 36Q: 3 clusters Score -1919878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1919878.125000 Penalty: 4822.511230
	Iteration 37Q: 3 clusters Score -1919878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1919877.875000 Penalty: 4822.511230
	Iteration 38Q: 3 clusters Score -1919878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1919877.125000 Penalty: 4822.511230
	Iteration 39Q: 3 clusters Score -1919877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1919875.375000 Penalty: 4822.511230
	Iteration 40F: 3 clusters Score -1919875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1919882.125000 Penalty: 4822.511230
	Iteration 41Q: 3 clusters Score -1919882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1919882.875000 Penalty: 4822.511230
	Iteration 42Q: 3 clusters Score -1919883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1919885.750000 Penalty: 4822.511230
	Iteration 43Q: 3 clusters Score -1919886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1919885.000000 Penalty: 4822.511230
	Iteration 44Q: 3 clusters Score -1919885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1919886.500000 Penalty: 4822.511230
	Iteration 45Q: 3 clusters Score -1919886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1919888.125000 Penalty: 4822.511230
	Iteration 46Q: 3 clusters Score -1919888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1919888.125000 Penalty: 4822.511230
	Iteration 47Q: 3 clusters Score -1919888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1919886.875000 Penalty: 4822.511230
	Iteration 48Q: 3 clusters Score -1919887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1919886.250000 Penalty: 4822.511230
	Iteration 49Q: 3 clusters Score -1919886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1919884.750000 Penalty: 4822.511230
	Iteration 50Q: 3 clusters Score -1919885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1919885.625000 Penalty: 4822.511230
	Iteration 51Q: 3 clusters Score -1919886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1919885.625000 Penalty: 4822.511230
	Iteration 52F: 3 clusters Score -1919886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -242343.796875 Penalty: 1958.160400
	Iteration 0F: 2 clusters Score -242343.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239306.187500 Penalty: 3916.320801
	Iteration 0F: 3 clusters Score -239306.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -240171.125000 Penalty: 3916.320801
	Iteration 1F: 3 clusters Score -240171.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -240543.609375 Penalty: 3916.320801
	Iteration 2F: 3 clusters Score -240543.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -240863.453125 Penalty: 3916.320801
	Iteration 3F: 3 clusters Score -240863.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -241083.093750 Penalty: 3916.320801
	Iteration 4F: 3 clusters Score -241083.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -241234.031250 Penalty: 3916.320801
	Iteration 5Q: 3 clusters Score -241234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -241338.000000 Penalty: 3916.320801
	Iteration 6Q: 3 clusters Score -241338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -241433.109375 Penalty: 3916.320801
	Iteration 7Q: 3 clusters Score -241433.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -241531.796875 Penalty: 3916.320801
	Iteration 8Q: 3 clusters Score -241531.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -241614.906250 Penalty: 3916.320801
	Iteration 9Q: 3 clusters Score -241614.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -241691.984375 Penalty: 3916.320801
	Iteration 10Q: 3 clusters Score -241692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -241778.250000 Penalty: 3916.320801
	Iteration 11Q: 3 clusters Score -241778.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -241858.765625 Penalty: 3916.320801
	Iteration 12Q: 3 clusters Score -241858.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -241926.218750 Penalty: 3916.320801
	Iteration 13Q: 3 clusters Score -241926.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -242006.406250 Penalty: 3916.320801
	Iteration 14Q: 3 clusters Score -242006.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -242085.078125 Penalty: 3916.320801
	Iteration 15Q: 3 clusters Score -242085.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242153.562500 Penalty: 3916.320801
	Iteration 16Q: 3 clusters Score -242153.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -242206.125000 Penalty: 3916.320801
	Iteration 17Q: 3 clusters Score -242206.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -242235.031250 Penalty: 3916.320801
	Iteration 18Q: 3 clusters Score -242235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -242253.328125 Penalty: 3916.320801
	Iteration 19Q: 3 clusters Score -242253.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242273.031250 Penalty: 3916.320801
	Iteration 20F: 3 clusters Score -242273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242286.734375 Penalty: 3916.320801
	Iteration 21Q: 3 clusters Score -242286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -242299.953125 Penalty: 3916.320801
	Iteration 22Q: 3 clusters Score -242300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -242311.921875 Penalty: 3916.320801
	Iteration 23Q: 3 clusters Score -242311.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -242325.578125 Penalty: 3916.320801
	Iteration 24Q: 3 clusters Score -242325.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -242336.734375 Penalty: 3916.320801
	Iteration 25Q: 3 clusters Score -242336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -242343.812500 Penalty: 3916.320801
	Iteration 26Q: 3 clusters Score -242343.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -242357.656250 Penalty: 3916.320801
	Iteration 27Q: 3 clusters Score -242357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -242366.500000 Penalty: 3916.320801
	Iteration 28Q: 3 clusters Score -242366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -242372.265625 Penalty: 3916.320801
	Iteration 29Q: 3 clusters Score -242372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242380.625000 Penalty: 3916.320801
	Iteration 30Q: 3 clusters Score -242380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -242388.593750 Penalty: 3916.320801
	Iteration 31Q: 3 clusters Score -242388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -242395.203125 Penalty: 3916.320801
	Iteration 32Q: 3 clusters Score -242395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -242406.171875 Penalty: 3916.320801
	Iteration 33Q: 3 clusters Score -242406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242439.171875 Penalty: 3916.320801
	Iteration 34Q: 3 clusters Score -242439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -242490.578125 Penalty: 3916.320801
	Iteration 35Q: 3 clusters Score -242490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -242540.359375 Penalty: 3916.320801
	Iteration 36Q: 3 clusters Score -242540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242578.750000 Penalty: 3916.320801
	Iteration 37Q: 3 clusters Score -242578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -242604.312500 Penalty: 3916.320801
	Iteration 38Q: 3 clusters Score -242604.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -242616.781250 Penalty: 3916.320801
	Iteration 39Q: 3 clusters Score -242616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -242619.093750 Penalty: 3916.320801
	Iteration 40F: 3 clusters Score -242619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -242621.015625 Penalty: 3916.320801
	Iteration 41Q: 3 clusters Score -242621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -242623.062500 Penalty: 3916.320801
	Iteration 42Q: 3 clusters Score -242623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -242624.000000 Penalty: 3916.320801
	Iteration 43Q: 3 clusters Score -242624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -242624.187500 Penalty: 3916.320801
	Iteration 44Q: 3 clusters Score -242624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -242624.187500 Penalty: 3916.320801
	Iteration 45F: 3 clusters Score -242624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 1905 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 11685 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 781 members 
Entering Unmasked Estep 
Score: -212295568.000000 Penalty: 370088.218750
Splitting cluster 74 changes total score from -212296576.000000 to -212295568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (6980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Entering Unmasked Estep 
Score: -761065.812500 Penalty: 2194.999512
	Iteration 0F: 2 clusters Score -761065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -755336.187500 Penalty: 4389.999023
	Iteration 0F: 3 clusters Score -755336.2 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -757143.125000 Penalty: 4389.999023
	Iteration 1F: 3 clusters Score -757143.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -757686.625000 Penalty: 4389.999023
	Iteration 2F: 3 clusters Score -757686.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -758178.625000 Penalty: 4389.999023
	Iteration 3F: 3 clusters Score -758178.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -758579.125000 Penalty: 4389.999023
	Iteration 4F: 3 clusters Score -758579.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -758850.125000 Penalty: 4389.999023
	Iteration 5F: 3 clusters Score -758850.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -759032.750000 Penalty: 4389.999023
	Iteration 6Q: 3 clusters Score -759032.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -759141.812500 Penalty: 4389.999023
	Iteration 7Q: 3 clusters Score -759141.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -759221.500000 Penalty: 4389.999023
	Iteration 8Q: 3 clusters Score -759221.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -759271.562500 Penalty: 4389.999023
	Iteration 9Q: 3 clusters Score -759271.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -759296.062500 Penalty: 4389.999023
	Iteration 10Q: 3 clusters Score -759296.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -759317.375000 Penalty: 4389.999023
	Iteration 11Q: 3 clusters Score -759317.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -759330.687500 Penalty: 4389.999023
	Iteration 12Q: 3 clusters Score -759330.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -759348.000000 Penalty: 4389.999023
	Iteration 13Q: 3 clusters Score -759348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -759358.250000 Penalty: 4389.999023
	Iteration 14Q: 3 clusters Score -759358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -759365.875000 Penalty: 4389.999023
	Iteration 15Q: 3 clusters Score -759365.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -759372.562500 Penalty: 4389.999023
	Iteration 16Q: 3 clusters Score -759372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -759373.500000 Penalty: 4389.999023
	Iteration 17Q: 3 clusters Score -759373.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -759377.500000 Penalty: 4389.999023
	Iteration 18Q: 3 clusters Score -759377.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -759381.187500 Penalty: 4389.999023
	Iteration 19Q: 3 clusters Score -759381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -759383.625000 Penalty: 4389.999023
	Iteration 20F: 3 clusters Score -759383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -759385.125000 Penalty: 4389.999023
	Iteration 21Q: 3 clusters Score -759385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -759386.875000 Penalty: 4389.999023
	Iteration 22Q: 3 clusters Score -759386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -759387.375000 Penalty: 4389.999023
	Iteration 23Q: 3 clusters Score -759387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -759388.062500 Penalty: 4389.999023
	Iteration 24Q: 3 clusters Score -759388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -759390.812500 Penalty: 4389.999023
	Iteration 25Q: 3 clusters Score -759390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -759391.187500 Penalty: 4389.999023
	Iteration 26Q: 3 clusters Score -759391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -759391.187500 Penalty: 4389.999023
	Iteration 27F: 3 clusters Score -759391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -394882.906250 Penalty: 2028.858398
	Iteration 0F: 2 clusters Score -394882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -391332.125000 Penalty: 4057.716797
	Iteration 0F: 3 clusters Score -391332.1 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -392205.718750 Penalty: 4057.716797
	Iteration 1F: 3 clusters Score -392205.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -392450.218750 Penalty: 4057.716797
	Iteration 2F: 3 clusters Score -392450.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -392587.031250 Penalty: 4057.716797
	Iteration 3F: 3 clusters Score -392587 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -392688.656250 Penalty: 4057.716797
	Iteration 4Q: 3 clusters Score -392688.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -392749.156250 Penalty: 4057.716797
	Iteration 5Q: 3 clusters Score -392749.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -392790.281250 Penalty: 4057.716797
	Iteration 6Q: 3 clusters Score -392790.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -392819.343750 Penalty: 4057.716797
	Iteration 7Q: 3 clusters Score -392819.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -392842.781250 Penalty: 4057.716797
	Iteration 8Q: 3 clusters Score -392842.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -392865.437500 Penalty: 4057.716797
	Iteration 9Q: 3 clusters Score -392865.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -392883.375000 Penalty: 4057.716797
	Iteration 10Q: 3 clusters Score -392883.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -392896.093750 Penalty: 4057.716797
	Iteration 11Q: 3 clusters Score -392896.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -392909.093750 Penalty: 4057.716797
	Iteration 12Q: 3 clusters Score -392909.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -392927.812500 Penalty: 4057.716797
	Iteration 13Q: 3 clusters Score -392927.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -392946.375000 Penalty: 4057.716797
	Iteration 14Q: 3 clusters Score -392946.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -392955.343750 Penalty: 4057.716797
	Iteration 15Q: 3 clusters Score -392955.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -392961.656250 Penalty: 4057.716797
	Iteration 16Q: 3 clusters Score -392961.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -392969.812500 Penalty: 4057.716797
	Iteration 17Q: 3 clusters Score -392969.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -392978.937500 Penalty: 4057.716797
	Iteration 18Q: 3 clusters Score -392978.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -392986.625000 Penalty: 4057.716797
	Iteration 19Q: 3 clusters Score -392986.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -392993.218750 Penalty: 4057.716797
	Iteration 20F: 3 clusters Score -392993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -393000.468750 Penalty: 4057.716797
	Iteration 21Q: 3 clusters Score -393000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -393006.781250 Penalty: 4057.716797
	Iteration 22Q: 3 clusters Score -393006.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -393013.125000 Penalty: 4057.716797
	Iteration 23Q: 3 clusters Score -393013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -393020.656250 Penalty: 4057.716797
	Iteration 24Q: 3 clusters Score -393020.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -393028.218750 Penalty: 4057.716797
	Iteration 25Q: 3 clusters Score -393028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -393032.906250 Penalty: 4057.716797
	Iteration 26Q: 3 clusters Score -393032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -393040.156250 Penalty: 4057.716797
	Iteration 27Q: 3 clusters Score -393040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -393047.093750 Penalty: 4057.716797
	Iteration 28Q: 3 clusters Score -393047.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -393056.812500 Penalty: 4057.716797
	Iteration 29Q: 3 clusters Score -393056.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -393064.218750 Penalty: 4057.716797
	Iteration 30Q: 3 clusters Score -393064.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -393067.812500 Penalty: 4057.716797
	Iteration 31Q: 3 clusters Score -393067.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -393075.343750 Penalty: 4057.716797
	Iteration 32Q: 3 clusters Score -393075.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -393082.312500 Penalty: 4057.716797
	Iteration 33Q: 3 clusters Score -393082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -393089.218750 Penalty: 4057.716797
	Iteration 34Q: 3 clusters Score -393089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -393093.125000 Penalty: 4057.716797
	Iteration 35Q: 3 clusters Score -393093.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -393096.906250 Penalty: 4057.716797
	Iteration 36Q: 3 clusters Score -393096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -393100.218750 Penalty: 4057.716797
	Iteration 37Q: 3 clusters Score -393100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -393102.906250 Penalty: 4057.716797
	Iteration 38Q: 3 clusters Score -393102.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -393103.625000 Penalty: 4057.716797
	Iteration 39Q: 3 clusters Score -393103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -393103.781250 Penalty: 4057.716797
	Iteration 40F: 3 clusters Score -393103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (37035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Entering Unmasked Estep 
Score: -3793894.750000 Penalty: 2608.865479
	Iteration 0F: 2 clusters Score -3793895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3768569.000000 Penalty: 5217.730957
	Iteration 0F: 3 clusters Score -3768569 nChanged 16900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3778404.750000 Penalty: 5217.730957
	Iteration 1F: 3 clusters Score -3778405 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3779556.250000 Penalty: 5217.730957
	Iteration 2F: 3 clusters Score -3779556 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3781004.500000 Penalty: 5217.730957
	Iteration 3F: 3 clusters Score -3781004 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3782725.750000 Penalty: 5217.730957
	Iteration 4F: 3 clusters Score -3782726 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3784420.250000 Penalty: 5217.730957
	Iteration 5F: 3 clusters Score -3784420 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3785792.000000 Penalty: 5217.730957
	Iteration 6F: 3 clusters Score -3785792 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3786789.750000 Penalty: 5217.730957
	Iteration 7F: 3 clusters Score -3786790 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3787520.000000 Penalty: 5217.730957
	Iteration 8Q: 3 clusters Score -3787520 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3788118.500000 Penalty: 5217.730957
	Iteration 9Q: 3 clusters Score -3788118 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3788701.250000 Penalty: 5217.730957
	Iteration 10Q: 3 clusters Score -3788701 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3789303.750000 Penalty: 5217.730957
	Iteration 11Q: 3 clusters Score -3789304 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3789890.000000 Penalty: 5217.730957
	Iteration 12Q: 3 clusters Score -3789890 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3790468.750000 Penalty: 5217.730957
	Iteration 13Q: 3 clusters Score -3790469 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -3791005.000000 Penalty: 5217.730957
	Iteration 14Q: 3 clusters Score -3791005 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3791418.000000 Penalty: 5217.730957
	Iteration 15Q: 3 clusters Score -3791418 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -3791806.000000 Penalty: 5217.730957
	Iteration 16Q: 3 clusters Score -3791806 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3792042.000000 Penalty: 5217.730957
	Iteration 17Q: 3 clusters Score -3792042 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -3792205.750000 Penalty: 5217.730957
	Iteration 18Q: 3 clusters Score -3792206 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -3792317.250000 Penalty: 5217.730957
	Iteration 19Q: 3 clusters Score -3792317 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3792392.000000 Penalty: 5217.730957
	Iteration 20F: 3 clusters Score -3792392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3792461.500000 Penalty: 5217.730957
	Iteration 21Q: 3 clusters Score -3792462 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -3792520.500000 Penalty: 5217.730957
	Iteration 22Q: 3 clusters Score -3792520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -3792555.250000 Penalty: 5217.730957
	Iteration 23Q: 3 clusters Score -3792555 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3792595.250000 Penalty: 5217.730957
	Iteration 24Q: 3 clusters Score -3792595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3792650.000000 Penalty: 5217.730957
	Iteration 25Q: 3 clusters Score -3792650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3792700.750000 Penalty: 5217.730957
	Iteration 26Q: 3 clusters Score -3792701 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3792763.000000 Penalty: 5217.730957
	Iteration 27Q: 3 clusters Score -3792763 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -3792820.500000 Penalty: 5217.730957
	Iteration 28Q: 3 clusters Score -3792820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3792854.000000 Penalty: 5217.730957
	Iteration 29Q: 3 clusters Score -3792854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -3792870.750000 Penalty: 5217.730957
	Iteration 30Q: 3 clusters Score -3792871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3792885.250000 Penalty: 5217.730957
	Iteration 31Q: 3 clusters Score -3792885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -3792900.500000 Penalty: 5217.730957
	Iteration 32Q: 3 clusters Score -3792900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -3792902.500000 Penalty: 5217.730957
	Iteration 33Q: 3 clusters Score -3792902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3792906.000000 Penalty: 5217.730957
	Iteration 34Q: 3 clusters Score -3792906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -3792904.000000 Penalty: 5217.730957
	Iteration 35Q: 3 clusters Score -3792904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -3792916.250000 Penalty: 5217.730957
	Iteration 36Q: 3 clusters Score -3792916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3792916.000000 Penalty: 5217.730957
	Iteration 37Q: 3 clusters Score -3792916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -3792923.000000 Penalty: 5217.730957
	Iteration 38Q: 3 clusters Score -3792923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -3792922.250000 Penalty: 5217.730957
	Iteration 39Q: 3 clusters Score -3792922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -3792921.500000 Penalty: 5217.730957
	Iteration 40F: 3 clusters Score -3792922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -3792923.750000 Penalty: 5217.730957
	Iteration 41Q: 3 clusters Score -3792924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3792926.250000 Penalty: 5217.730957
	Iteration 42Q: 3 clusters Score -3792926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -3792927.750000 Penalty: 5217.730957
	Iteration 43Q: 3 clusters Score -3792928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -3792931.500000 Penalty: 5217.730957
	Iteration 44Q: 3 clusters Score -3792932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -3792934.750000 Penalty: 5217.730957
	Iteration 45Q: 3 clusters Score -3792935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -3792935.000000 Penalty: 5217.730957
	Iteration 46Q: 3 clusters Score -3792935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -3792934.750000 Penalty: 5217.730957
	Iteration 47Q: 3 clusters Score -3792935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -3792937.500000 Penalty: 5217.730957
	Iteration 48Q: 3 clusters Score -3792938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -3792937.500000 Penalty: 5217.730957
	Iteration 49Q: 3 clusters Score -3792938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3792938.750000 Penalty: 5217.730957
	Iteration 50Q: 3 clusters Score -3792939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -3792937.750000 Penalty: 5217.730957
	Iteration 51Q: 3 clusters Score -3792938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -3792938.000000 Penalty: 5217.730957
	Iteration 52Q: 3 clusters Score -3792938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -3792940.750000 Penalty: 5217.730957
	Iteration 53Q: 3 clusters Score -3792941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -3792938.000000 Penalty: 5217.730957
	Iteration 54Q: 3 clusters Score -3792938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3792932.250000 Penalty: 5217.730957
	Iteration 55Q: 3 clusters Score -3792932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3792937.500000 Penalty: 5217.730957
	Iteration 56Q: 3 clusters Score -3792938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3792936.000000 Penalty: 5217.730957
	Iteration 57Q: 3 clusters Score -3792936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -3792935.500000 Penalty: 5217.730957
	Iteration 58Q: 3 clusters Score -3792936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3792937.000000 Penalty: 5217.730957
	Iteration 59Q: 3 clusters Score -3792937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -3792936.750000 Penalty: 5217.730957
	Iteration 60F: 3 clusters Score -3792937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (56327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Entering Unmasked Estep 
Score: -6447814.000000 Penalty: 2712.854492
	Iteration 0F: 2 clusters Score -6447814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6409948.500000 Penalty: 5425.708984
	Iteration 0F: 3 clusters Score -6409948 nChanged 26020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6424637.500000 Penalty: 5425.708984
	Iteration 1F: 3 clusters Score -6424638 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -6425307.000000 Penalty: 5425.708984
	Iteration 2Q: 3 clusters Score -6425307 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -6426148.500000 Penalty: 5425.708984
	Iteration 3Q: 3 clusters Score -6426148 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6427443.500000 Penalty: 5425.708984
	Iteration 4Q: 3 clusters Score -6427444 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -6429548.000000 Penalty: 5425.708984
	Iteration 5F: 3 clusters Score -6429548 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -6432715.000000 Penalty: 5425.708984
	Iteration 6F: 3 clusters Score -6432715 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6436520.000000 Penalty: 5425.708984
	Iteration 7F: 3 clusters Score -6436520 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -6440015.500000 Penalty: 5425.708984
	Iteration 8F: 3 clusters Score -6440016 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -6442584.000000 Penalty: 5425.708984
	Iteration 9Q: 3 clusters Score -6442584 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6444115.000000 Penalty: 5425.708984
	Iteration 10Q: 3 clusters Score -6444115 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6444860.000000 Penalty: 5425.708984
	Iteration 11Q: 3 clusters Score -6444860 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6445229.000000 Penalty: 5425.708984
	Iteration 12Q: 3 clusters Score -6445229 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6445459.000000 Penalty: 5425.708984
	Iteration 13Q: 3 clusters Score -6445459 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -6445595.500000 Penalty: 5425.708984
	Iteration 14Q: 3 clusters Score -6445596 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -6445641.500000 Penalty: 5425.708984
	Iteration 15Q: 3 clusters Score -6445642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -6445695.000000 Penalty: 5425.708984
	Iteration 16Q: 3 clusters Score -6445695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -6445720.000000 Penalty: 5425.708984
	Iteration 17Q: 3 clusters Score -6445720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -6445756.000000 Penalty: 5425.708984
	Iteration 18Q: 3 clusters Score -6445756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -6445773.500000 Penalty: 5425.708984
	Iteration 19Q: 3 clusters Score -6445774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6445784.500000 Penalty: 5425.708984
	Iteration 20F: 3 clusters Score -6445784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -6445813.500000 Penalty: 5425.708984
	Iteration 21Q: 3 clusters Score -6445814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -6445812.000000 Penalty: 5425.708984
	Iteration 22Q: 3 clusters Score -6445812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -6445817.000000 Penalty: 5425.708984
	Iteration 23Q: 3 clusters Score -6445817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -6445830.500000 Penalty: 5425.708984
	Iteration 24Q: 3 clusters Score -6445830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6445835.500000 Penalty: 5425.708984
	Iteration 25Q: 3 clusters Score -6445836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -6445834.000000 Penalty: 5425.708984
	Iteration 26Q: 3 clusters Score -6445834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -6445835.000000 Penalty: 5425.708984
	Iteration 27Q: 3 clusters Score -6445835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -6445836.500000 Penalty: 5425.708984
	Iteration 28Q: 3 clusters Score -6445836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -6445841.000000 Penalty: 5425.708984
	Iteration 29Q: 3 clusters Score -6445841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -6445847.500000 Penalty: 5425.708984
	Iteration 30Q: 3 clusters Score -6445848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -6445843.000000 Penalty: 5425.708984
	Iteration 31Q: 3 clusters Score -6445843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -6445841.000000 Penalty: 5425.708984
	Iteration 32Q: 3 clusters Score -6445841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -6445847.500000 Penalty: 5425.708984
	Iteration 33Q: 3 clusters Score -6445848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -6445849.000000 Penalty: 5425.708984
	Iteration 34Q: 3 clusters Score -6445849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -6445843.500000 Penalty: 5425.708984
	Iteration 35Q: 3 clusters Score -6445844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -6445844.000000 Penalty: 5425.708984
	Iteration 36Q: 3 clusters Score -6445844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6445845.500000 Penalty: 5425.708984
	Iteration 37Q: 3 clusters Score -6445846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -6445843.000000 Penalty: 5425.708984
	Iteration 38Q: 3 clusters Score -6445843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -6445841.500000 Penalty: 5425.708984
	Iteration 39Q: 3 clusters Score -6445842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -6445841.500000 Penalty: 5425.708984
	Iteration 40F: 3 clusters Score -6445842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -734318.312500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -734318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -728763.625000 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -728763.6 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -730200.000000 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -730200 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -730548.250000 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -730548.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -730906.312500 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -730906.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -731336.437500 Penalty: 4368.654297
	Iteration 4F: 3 clusters Score -731336.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -731814.375000 Penalty: 4368.654297
	Iteration 5F: 3 clusters Score -731814.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -732300.687500 Penalty: 4368.654297
	Iteration 6F: 3 clusters Score -732300.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -732682.312500 Penalty: 4368.654297
	Iteration 7F: 3 clusters Score -732682.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -732950.625000 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -732950.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -733114.562500 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -733114.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -733204.687500 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -733204.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -733266.062500 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -733266.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -733298.062500 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -733298.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -733318.250000 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -733318.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -733333.312500 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -733333.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -733341.000000 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -733341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -733347.875000 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -733347.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -733352.062500 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -733352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -733354.062500 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -733354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -733357.500000 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -733357.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -733361.000000 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -733361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -733364.875000 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -733364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -733367.687500 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -733367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -733370.062500 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -733370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -733370.750000 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -733370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -733370.437500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -733370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -733371.750000 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -733371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -733370.625000 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -733370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -733370.625000 Penalty: 4368.654297
	Iteration 28F: 3 clusters Score -733370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -140390.984375 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -140391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138225.375000 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -138225.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138828.421875 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -138828.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139080.531250 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -139080.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139220.531250 Penalty: 3596.667236
	Iteration 3F: 3 clusters Score -139220.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139294.359375 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -139294.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139335.406250 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -139335.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139362.875000 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -139362.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139378.359375 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -139378.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139404.671875 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -139404.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139420.671875 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -139420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139437.781250 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -139437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139452.171875 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -139452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139458.281250 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -139458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -139461.437500 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -139461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139463.718750 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -139463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139463.718750 Penalty: 3596.667236
	Iteration 15F: 3 clusters Score -139463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -22229.160156 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -22229.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21129.357422 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -21129.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21256.964844 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -21256.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21313.490234 Penalty: 2728.624268
	Iteration 2F: 3 clusters Score -21313.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21354.912109 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -21354.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21394.718750 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -21394.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21428.923828 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -21428.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21432.716797 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -21432.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21432.716797 Penalty: 2728.624268
	Iteration 7F: 3 clusters Score -21432.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -494874.875000 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -494874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -490240.312500 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -490240.3 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -491465.343750 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -491465.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -491803.406250 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -491803.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -492065.093750 Penalty: 4244.839355
	Iteration 3F: 3 clusters Score -492065.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -492281.656250 Penalty: 4244.839355
	Iteration 4Q: 3 clusters Score -492281.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -492493.281250 Penalty: 4244.839355
	Iteration 5Q: 3 clusters Score -492493.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -492758.687500 Penalty: 4244.839355
	Iteration 6Q: 3 clusters Score -492758.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -493064.687500 Penalty: 4244.839355
	Iteration 7F: 3 clusters Score -493064.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -493297.468750 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -493297.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -493471.281250 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -493471.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -493580.593750 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -493580.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -493665.625000 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -493665.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -493722.000000 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -493722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -493783.750000 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -493783.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -493839.906250 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -493839.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -493868.812500 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -493868.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -493893.093750 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -493893.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -493912.781250 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -493912.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -493926.281250 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -493926.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -493938.156250 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -493938.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -493945.312500 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -493945.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -493953.062500 Penalty: 4244.839355
	Iteration 21Q: 3 clusters Score -493953.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -493959.250000 Penalty: 4244.839355
	Iteration 22Q: 3 clusters Score -493959.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -493961.031250 Penalty: 4244.839355
	Iteration 23Q: 3 clusters Score -493961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -493963.937500 Penalty: 4244.839355
	Iteration 24Q: 3 clusters Score -493963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -493968.687500 Penalty: 4244.839355
	Iteration 25Q: 3 clusters Score -493968.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -493972.281250 Penalty: 4244.839355
	Iteration 26Q: 3 clusters Score -493972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -493975.906250 Penalty: 4244.839355
	Iteration 27Q: 3 clusters Score -493975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -493977.687500 Penalty: 4244.839355
	Iteration 28Q: 3 clusters Score -493977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -493977.250000 Penalty: 4244.839355
	Iteration 29Q: 3 clusters Score -493977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -493977.937500 Penalty: 4244.839355
	Iteration 30Q: 3 clusters Score -493977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -493979.406250 Penalty: 4244.839355
	Iteration 31Q: 3 clusters Score -493979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -493979.187500 Penalty: 4244.839355
	Iteration 32Q: 3 clusters Score -493979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -493980.281250 Penalty: 4244.839355
	Iteration 33Q: 3 clusters Score -493980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -493980.906250 Penalty: 4244.839355
	Iteration 34Q: 3 clusters Score -493980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -493981.687500 Penalty: 4244.839355
	Iteration 35Q: 3 clusters Score -493981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -493982.656250 Penalty: 4244.839355
	Iteration 36Q: 3 clusters Score -493982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -493983.625000 Penalty: 4244.839355
	Iteration 37Q: 3 clusters Score -493983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -493984.812500 Penalty: 4244.839355
	Iteration 38Q: 3 clusters Score -493984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -493985.156250 Penalty: 4244.839355
	Iteration 39Q: 3 clusters Score -493985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -493984.875000 Penalty: 4244.839355
	Iteration 40F: 3 clusters Score -493984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -493986.031250 Penalty: 4244.839355
	Iteration 41Q: 3 clusters Score -493986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -493985.375000 Penalty: 4244.839355
	Iteration 42Q: 3 clusters Score -493985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -493985.375000 Penalty: 4244.839355
	Iteration 43F: 3 clusters Score -493985.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -251425.453125 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -251425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -248535.625000 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -248535.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -249115.437500 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -249115.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -249281.125000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -249281.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -249371.765625 Penalty: 3861.717529
	Iteration 3Q: 3 clusters Score -249371.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -249442.468750 Penalty: 3861.717529
	Iteration 4Q: 3 clusters Score -249442.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249498.625000 Penalty: 3861.717529
	Iteration 5Q: 3 clusters Score -249498.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -249530.125000 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -249530.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -249546.796875 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -249546.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249561.812500 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -249561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -249574.187500 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -249574.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -249589.500000 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -249589.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -249607.640625 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -249607.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -249627.343750 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -249627.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -249647.296875 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -249647.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -249668.578125 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -249668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -249689.093750 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -249689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -249708.578125 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -249708.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -249730.203125 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -249730.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -249759.187500 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -249759.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -249790.843750 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -249790.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -249815.875000 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -249815.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -249839.000000 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -249839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -249865.562500 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -249865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -249885.640625 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -249885.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -249903.843750 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -249903.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -249919.109375 Penalty: 3861.717529
	Iteration 25Q: 3 clusters Score -249919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -249930.203125 Penalty: 3861.717529
	Iteration 26Q: 3 clusters Score -249930.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -249946.000000 Penalty: 3861.717529
	Iteration 27Q: 3 clusters Score -249946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -249968.625000 Penalty: 3861.717529
	Iteration 28Q: 3 clusters Score -249968.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -249989.765625 Penalty: 3861.717529
	Iteration 29Q: 3 clusters Score -249989.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -250008.203125 Penalty: 3861.717529
	Iteration 30Q: 3 clusters Score -250008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -250017.531250 Penalty: 3861.717529
	Iteration 31Q: 3 clusters Score -250017.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -250026.265625 Penalty: 3861.717529
	Iteration 32Q: 3 clusters Score -250026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -250034.234375 Penalty: 3861.717529
	Iteration 33Q: 3 clusters Score -250034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -250038.625000 Penalty: 3861.717529
	Iteration 34Q: 3 clusters Score -250038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -250038.625000 Penalty: 3861.717529
	Iteration 35F: 3 clusters Score -250038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -274245.093750 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -274245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -271105.406250 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -271105.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -271852.406250 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -271852.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -272156.000000 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -272156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -272362.250000 Penalty: 3931.057373
	Iteration 3F: 3 clusters Score -272362.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -272486.906250 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -272486.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -272568.000000 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -272568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -272631.000000 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -272631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -272679.187500 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -272679.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -272733.718750 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -272733.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -272771.218750 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -272771.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -272805.093750 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -272805.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -272824.312500 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -272824.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -272842.937500 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -272842.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -272856.812500 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -272856.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -272870.437500 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -272870.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -272886.312500 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -272886.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -272899.812500 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -272899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -272906.781250 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -272906.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -272918.218750 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -272918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -272928.468750 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -272928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -272937.843750 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -272937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -272947.875000 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -272947.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -272962.156250 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -272962.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -272972.093750 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -272972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -272978.656250 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -272978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -272986.750000 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -272986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -272991.343750 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -272991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -272996.250000 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -272996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -272998.250000 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -272998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -273001.593750 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -273001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -273005.031250 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -273005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -273009.250000 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -273009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -273011.937500 Penalty: 3931.057373
	Iteration 32Q: 3 clusters Score -273011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -273015.687500 Penalty: 3931.057373
	Iteration 33Q: 3 clusters Score -273015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -273015.343750 Penalty: 3931.057373
	Iteration 34Q: 3 clusters Score -273015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -273017.781250 Penalty: 3931.057373
	Iteration 35Q: 3 clusters Score -273017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -273018.812500 Penalty: 3931.057373
	Iteration 36Q: 3 clusters Score -273018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -273018.718750 Penalty: 3931.057373
	Iteration 37Q: 3 clusters Score -273018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -273018.718750 Penalty: 3931.057373
	Iteration 38F: 3 clusters Score -273018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -435417.062500 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -435417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -431624.718750 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -431624.7 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -432445.937500 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -432445.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -432609.718750 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -432609.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -432707.687500 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -432707.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -432786.718750 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -432786.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -432840.312500 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -432840.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432881.593750 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -432881.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -432909.937500 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -432909.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -432932.031250 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -432932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -432945.531250 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -432945.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -432956.562500 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -432956.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -432968.156250 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -432968.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -432977.625000 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -432977.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -432986.343750 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -432986.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -432995.437500 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -432995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -433005.531250 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -433005.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -433012.812500 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -433012.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -433020.437500 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -433020.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -433025.406250 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -433025.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -433031.781250 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -433031.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -433041.500000 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -433041.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -433048.375000 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -433048.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -433053.812500 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -433053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -433059.062500 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -433059.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -433064.406250 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -433064.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -433070.500000 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -433070.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -433075.468750 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -433075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -433080.968750 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -433081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -433084.656250 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -433084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -433088.000000 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -433088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -433090.093750 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -433090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -433093.343750 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -433093.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -433100.093750 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -433100.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -433106.218750 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -433106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -433110.531250 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -433110.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -433115.968750 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -433116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -433120.937500 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -433120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -433125.187500 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -433125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -433128.500000 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -433128.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -433132.968750 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -433133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -433138.750000 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -433138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -433142.000000 Penalty: 4090.751221
	Iteration 41Q: 3 clusters Score -433142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -433145.375000 Penalty: 4090.751221
	Iteration 42Q: 3 clusters Score -433145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -433148.125000 Penalty: 4090.751221
	Iteration 43Q: 3 clusters Score -433148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -433148.968750 Penalty: 4090.751221
	Iteration 44Q: 3 clusters Score -433149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -433151.187500 Penalty: 4090.751221
	Iteration 45Q: 3 clusters Score -433151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -433152.937500 Penalty: 4090.751221
	Iteration 46Q: 3 clusters Score -433152.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -433159.812500 Penalty: 4090.751221
	Iteration 47Q: 3 clusters Score -433159.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -433167.156250 Penalty: 4090.751221
	Iteration 48Q: 3 clusters Score -433167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -433178.312500 Penalty: 4090.751221
	Iteration 49Q: 3 clusters Score -433178.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -433188.031250 Penalty: 4090.751221
	Iteration 50Q: 3 clusters Score -433188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -433197.156250 Penalty: 4090.751221
	Iteration 51Q: 3 clusters Score -433197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -433205.468750 Penalty: 4090.751221
	Iteration 52Q: 3 clusters Score -433205.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -433213.406250 Penalty: 4090.751221
	Iteration 53Q: 3 clusters Score -433213.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -433221.031250 Penalty: 4090.751221
	Iteration 54Q: 3 clusters Score -433221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -433229.156250 Penalty: 4090.751221
	Iteration 55Q: 3 clusters Score -433229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -433234.531250 Penalty: 4090.751221
	Iteration 56Q: 3 clusters Score -433234.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -433238.562500 Penalty: 4090.751221
	Iteration 57Q: 3 clusters Score -433238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -433241.656250 Penalty: 4090.751221
	Iteration 58Q: 3 clusters Score -433241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -433242.093750 Penalty: 4090.751221
	Iteration 59Q: 3 clusters Score -433242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -433243.375000 Penalty: 4090.751221
	Iteration 60F: 3 clusters Score -433243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -433247.000000 Penalty: 4090.751221
	Iteration 61Q: 3 clusters Score -433247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -433249.406250 Penalty: 4090.751221
	Iteration 62Q: 3 clusters Score -433249.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -433254.875000 Penalty: 4090.751221
	Iteration 63Q: 3 clusters Score -433254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -433262.500000 Penalty: 4090.751221
	Iteration 64Q: 3 clusters Score -433262.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -433268.218750 Penalty: 4090.751221
	Iteration 65Q: 3 clusters Score -433268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -433273.375000 Penalty: 4090.751221
	Iteration 66Q: 3 clusters Score -433273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -433277.468750 Penalty: 4090.751221
	Iteration 67Q: 3 clusters Score -433277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -433280.125000 Penalty: 4090.751221
	Iteration 68Q: 3 clusters Score -433280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -433287.156250 Penalty: 4090.751221
	Iteration 69Q: 3 clusters Score -433287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -433290.625000 Penalty: 4090.751221
	Iteration 70Q: 3 clusters Score -433290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -433295.093750 Penalty: 4090.751221
	Iteration 71Q: 3 clusters Score -433295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -433301.031250 Penalty: 4090.751221
	Iteration 72Q: 3 clusters Score -433301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -433306.812500 Penalty: 4090.751221
	Iteration 73Q: 3 clusters Score -433306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -433313.093750 Penalty: 4090.751221
	Iteration 74Q: 3 clusters Score -433313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -433319.375000 Penalty: 4090.751221
	Iteration 75Q: 3 clusters Score -433319.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -433323.312500 Penalty: 4090.751221
	Iteration 76Q: 3 clusters Score -433323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -433327.906250 Penalty: 4090.751221
	Iteration 77Q: 3 clusters Score -433327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -433333.687500 Penalty: 4090.751221
	Iteration 78Q: 3 clusters Score -433333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -433339.031250 Penalty: 4090.751221
	Iteration 79Q: 3 clusters Score -433339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -433342.500000 Penalty: 4090.751221
	Iteration 80F: 3 clusters Score -433342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -433346.531250 Penalty: 4090.751221
	Iteration 81Q: 3 clusters Score -433346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -433350.218750 Penalty: 4090.751221
	Iteration 82Q: 3 clusters Score -433350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -433353.562500 Penalty: 4090.751221
	Iteration 83Q: 3 clusters Score -433353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -433355.093750 Penalty: 4090.751221
	Iteration 84Q: 3 clusters Score -433355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -433355.156250 Penalty: 4090.751221
	Iteration 85Q: 3 clusters Score -433355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -433355.343750 Penalty: 4090.751221
	Iteration 86Q: 3 clusters Score -433355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -433355.906250 Penalty: 4090.751221
	Iteration 87Q: 3 clusters Score -433355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -433355.906250 Penalty: 4090.751221
	Iteration 88F: 3 clusters Score -433355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -826419.062500 Penalty: 2194.714844
	Iteration 0F: 2 clusters Score -826419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -820646.312500 Penalty: 4389.429688
	Iteration 0F: 3 clusters Score -820646.3 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -822110.437500 Penalty: 4389.429688
	Iteration 1F: 3 clusters Score -822110.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -822398.312500 Penalty: 4389.429688
	Iteration 2F: 3 clusters Score -822398.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -822552.437500 Penalty: 4389.429688
	Iteration 3F: 3 clusters Score -822552.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -822666.437500 Penalty: 4389.429688
	Iteration 4Q: 3 clusters Score -822666.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -822750.062500 Penalty: 4389.429688
	Iteration 5Q: 3 clusters Score -822750.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -822809.750000 Penalty: 4389.429688
	Iteration 6Q: 3 clusters Score -822809.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -822857.687500 Penalty: 4389.429688
	Iteration 7Q: 3 clusters Score -822857.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -822905.250000 Penalty: 4389.429688
	Iteration 8Q: 3 clusters Score -822905.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -822946.625000 Penalty: 4389.429688
	Iteration 9Q: 3 clusters Score -822946.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -822978.312500 Penalty: 4389.429688
	Iteration 10Q: 3 clusters Score -822978.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -823014.625000 Penalty: 4389.429688
	Iteration 11Q: 3 clusters Score -823014.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -823053.250000 Penalty: 4389.429688
	Iteration 12Q: 3 clusters Score -823053.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -823087.437500 Penalty: 4389.429688
	Iteration 13Q: 3 clusters Score -823087.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -823122.312500 Penalty: 4389.429688
	Iteration 14Q: 3 clusters Score -823122.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -823160.062500 Penalty: 4389.429688
	Iteration 15Q: 3 clusters Score -823160.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -823199.437500 Penalty: 4389.429688
	Iteration 16Q: 3 clusters Score -823199.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -823231.812500 Penalty: 4389.429688
	Iteration 17Q: 3 clusters Score -823231.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -823272.375000 Penalty: 4389.429688
	Iteration 18Q: 3 clusters Score -823272.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -823321.750000 Penalty: 4389.429688
	Iteration 19Q: 3 clusters Score -823321.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -823369.187500 Penalty: 4389.429688
	Iteration 20F: 3 clusters Score -823369.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -823419.187500 Penalty: 4389.429688
	Iteration 21Q: 3 clusters Score -823419.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -823475.125000 Penalty: 4389.429688
	Iteration 22Q: 3 clusters Score -823475.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -823541.500000 Penalty: 4389.429688
	Iteration 23Q: 3 clusters Score -823541.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -823625.250000 Penalty: 4389.429688
	Iteration 24Q: 3 clusters Score -823625.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -823705.000000 Penalty: 4389.429688
	Iteration 25Q: 3 clusters Score -823705 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -823795.500000 Penalty: 4389.429688
	Iteration 26Q: 3 clusters Score -823795.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -823880.750000 Penalty: 4389.429688
	Iteration 27Q: 3 clusters Score -823880.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -823974.125000 Penalty: 4389.429688
	Iteration 28Q: 3 clusters Score -823974.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -824060.312500 Penalty: 4389.429688
	Iteration 29Q: 3 clusters Score -824060.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -824125.562500 Penalty: 4389.429688
	Iteration 30Q: 3 clusters Score -824125.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -824180.625000 Penalty: 4389.429688
	Iteration 31Q: 3 clusters Score -824180.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -824240.062500 Penalty: 4389.429688
	Iteration 32Q: 3 clusters Score -824240.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -824281.625000 Penalty: 4389.429688
	Iteration 33Q: 3 clusters Score -824281.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -824319.187500 Penalty: 4389.429688
	Iteration 34Q: 3 clusters Score -824319.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -824350.500000 Penalty: 4389.429688
	Iteration 35Q: 3 clusters Score -824350.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -824381.000000 Penalty: 4389.429688
	Iteration 36Q: 3 clusters Score -824381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -824407.187500 Penalty: 4389.429688
	Iteration 37Q: 3 clusters Score -824407.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -824429.000000 Penalty: 4389.429688
	Iteration 38Q: 3 clusters Score -824429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -824447.062500 Penalty: 4389.429688
	Iteration 39Q: 3 clusters Score -824447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -824466.437500 Penalty: 4389.429688
	Iteration 40F: 3 clusters Score -824466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -824479.812500 Penalty: 4389.429688
	Iteration 41Q: 3 clusters Score -824479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -824491.062500 Penalty: 4389.429688
	Iteration 42Q: 3 clusters Score -824491.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -824496.875000 Penalty: 4389.429688
	Iteration 43Q: 3 clusters Score -824496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -824500.062500 Penalty: 4389.429688
	Iteration 44Q: 3 clusters Score -824500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -824503.500000 Penalty: 4389.429688
	Iteration 45Q: 3 clusters Score -824503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -824505.875000 Penalty: 4389.429688
	Iteration 46Q: 3 clusters Score -824505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -824505.875000 Penalty: 4389.429688
	Iteration 47F: 3 clusters Score -824505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (11685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Entering Unmasked Estep 
Score: -1300896.750000 Penalty: 2322.783203
	Iteration 0F: 2 clusters Score -1300897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1292122.375000 Penalty: 4645.566406
	Iteration 0F: 3 clusters Score -1292122 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1294921.125000 Penalty: 4645.566406
	Iteration 1F: 3 clusters Score -1294921 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1295298.875000 Penalty: 4645.566406
	Iteration 2F: 3 clusters Score -1295299 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1295627.500000 Penalty: 4645.566406
	Iteration 3F: 3 clusters Score -1295628 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1295982.500000 Penalty: 4645.566406
	Iteration 4Q: 3 clusters Score -1295982 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1296379.375000 Penalty: 4645.566406
	Iteration 5F: 3 clusters Score -1296379 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1296759.625000 Penalty: 4645.566406
	Iteration 6F: 3 clusters Score -1296760 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1297089.500000 Penalty: 4645.566406
	Iteration 7Q: 3 clusters Score -1297090 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1297345.500000 Penalty: 4645.566406
	Iteration 8Q: 3 clusters Score -1297346 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1297551.750000 Penalty: 4645.566406
	Iteration 9Q: 3 clusters Score -1297552 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1297726.375000 Penalty: 4645.566406
	Iteration 10Q: 3 clusters Score -1297726 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1297923.625000 Penalty: 4645.566406
	Iteration 11Q: 3 clusters Score -1297924 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1298192.125000 Penalty: 4645.566406
	Iteration 12Q: 3 clusters Score -1298192 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1298547.375000 Penalty: 4645.566406
	Iteration 13Q: 3 clusters Score -1298547 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1298872.875000 Penalty: 4645.566406
	Iteration 14Q: 3 clusters Score -1298873 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1299060.500000 Penalty: 4645.566406
	Iteration 15Q: 3 clusters Score -1299060 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1299172.000000 Penalty: 4645.566406
	Iteration 16Q: 3 clusters Score -1299172 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1299246.125000 Penalty: 4645.566406
	Iteration 17Q: 3 clusters Score -1299246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1299311.250000 Penalty: 4645.566406
	Iteration 18Q: 3 clusters Score -1299311 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1299367.000000 Penalty: 4645.566406
	Iteration 19Q: 3 clusters Score -1299367 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1299433.125000 Penalty: 4645.566406
	Iteration 20F: 3 clusters Score -1299433 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1299514.125000 Penalty: 4645.566406
	Iteration 21Q: 3 clusters Score -1299514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1299610.750000 Penalty: 4645.566406
	Iteration 22Q: 3 clusters Score -1299611 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1299722.625000 Penalty: 4645.566406
	Iteration 23Q: 3 clusters Score -1299723 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1299859.375000 Penalty: 4645.566406
	Iteration 24Q: 3 clusters Score -1299859 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1300056.250000 Penalty: 4645.566406
	Iteration 25Q: 3 clusters Score -1300056 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1300313.250000 Penalty: 4645.566406
	Iteration 26Q: 3 clusters Score -1300313 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1300598.250000 Penalty: 4645.566406
	Iteration 27Q: 3 clusters Score -1300598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1300900.625000 Penalty: 4645.566406
	Iteration 28Q: 3 clusters Score -1300901 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1301114.500000 Penalty: 4645.566406
	Iteration 29Q: 3 clusters Score -1301114 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1301241.250000 Penalty: 4645.566406
	Iteration 30Q: 3 clusters Score -1301241 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1301312.250000 Penalty: 4645.566406
	Iteration 31Q: 3 clusters Score -1301312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1301343.000000 Penalty: 4645.566406
	Iteration 32Q: 3 clusters Score -1301343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1301353.250000 Penalty: 4645.566406
	Iteration 33Q: 3 clusters Score -1301353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1301355.625000 Penalty: 4645.566406
	Iteration 34Q: 3 clusters Score -1301356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1301357.000000 Penalty: 4645.566406
	Iteration 35Q: 3 clusters Score -1301357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1301355.750000 Penalty: 4645.566406
	Iteration 36Q: 3 clusters Score -1301356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1301355.750000 Penalty: 4645.566406
	Iteration 37F: 3 clusters Score -1301356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 77870 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 12782 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 248382 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 51046 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 15375 members 
Mstep: Class 22 contains 84642 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 33758 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 172257 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 12628 members 
Mstep: Class 32 contains 11812 members 
Mstep: Class 33 contains 132728 members 
Mstep: Class 34 contains 140815 members 
Mstep: Class 35 contains 24968 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 3737 members 
Mstep: Class 38 contains 23563 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 9004 members 
Mstep: Class 44 contains 2578 members 
Mstep: Class 45 contains 24903 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 9108 members 
Mstep: Class 48 contains 41865 members 
Mstep: Class 49 contains 10900 members 
Mstep: Class 50 contains 8732 members 
Mstep: Class 51 contains 20269 members 
Mstep: Class 52 contains 33588 members 
Mstep: Class 53 contains 728 members 
Mstep: Class 54 contains 11507 members 
Mstep: Class 55 contains 3287 members 
Mstep: Class 56 contains 3495 members 
Mstep: Class 57 contains 3619 members 
Mstep: Class 58 contains 14751 members 
Mstep: Class 59 contains 25649 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 5182 members 
Mstep: Class 62 contains 3583 members 
Mstep: Class 63 contains 1956 members 
Mstep: Class 64 contains 54484 members 
Mstep: Class 65 contains 4682 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 4974 members 
Mstep: Class 68 contains 6263 members 
Mstep: Class 69 contains 8123 members 
Mstep: Class 70 contains 6217 members 
Mstep: Class 71 contains 6222 members 
Mstep: Class 72 contains 18851 members 
Mstep: Class 73 contains 16694 members 
Mstep: Class 74 contains 2686 members 
Mstep: Class 75 contains 6980 members 
Mstep: Class 76 contains 3572 members 
Mstep: Class 77 contains 37035 members 
Mstep: Class 78 contains 56327 members 
Mstep: Class 79 contains 6686 members 
Mstep: Class 80 contains 1410 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 5209 members 
Mstep: Class 83 contains 2406 members 
Mstep: Class 84 contains 2767 members 
Mstep: Class 85 contains 3818 members 
Mstep: Class 86 contains 6972 members 
Mstep: Class 87 contains 6942 members 
Mstep: Class 88 contains 3967 members 
Mstep: Class 89 contains 9137 members 
Mstep: Class 90 contains 8532 members 
Mstep: Class 91 contains 12814 members 
Mstep: Class 92 contains 17732 members 
Mstep: Class 93 contains 10416 members 
Mstep: Class 94 contains 4292 members 
Mstep: Class 95 contains 2362 members 
Mstep: Class 96 contains 6297 members 
Mstep: Class 97 contains 4307 members 
Mstep: Class 98 contains 3735 members 
Mstep: Class 99 contains 2152 members 
Mstep: Class 100 contains 7460 members 
Mstep: Class 101 contains 2181 members 
Mstep: Class 102 contains 9493 members 
Mstep: Class 103 contains 4743 members 
Entering Unmasked Estep 
Score: -212295536.000000 Penalty: 370088.218750
Splitting cluster 87 changes total score from -212296576.000000 to -212295536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 88 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -346954.093750 Penalty: 2054.869873
	Iteration 0F: 2 clusters Score -346954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -343145.500000 Penalty: 4109.739746
	Iteration 0F: 3 clusters Score -343145.5 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -344263.687500 Penalty: 4109.739746
	Iteration 1F: 3 clusters Score -344263.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -344747.468750 Penalty: 4109.739746
	Iteration 2F: 3 clusters Score -344747.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -345137.562500 Penalty: 4109.739746
	Iteration 3F: 3 clusters Score -345137.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -345435.531250 Penalty: 4109.739746
	Iteration 4F: 3 clusters Score -345435.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -345645.687500 Penalty: 4109.739746
	Iteration 5F: 3 clusters Score -345645.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -345823.406250 Penalty: 4109.739746
	Iteration 6Q: 3 clusters Score -345823.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -345976.343750 Penalty: 4109.739746
	Iteration 7Q: 3 clusters Score -345976.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -346138.312500 Penalty: 4109.739746
	Iteration 8Q: 3 clusters Score -346138.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -346296.625000 Penalty: 4109.739746
	Iteration 9Q: 3 clusters Score -346296.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -346397.093750 Penalty: 4109.739746
	Iteration 10Q: 3 clusters Score -346397.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -346466.812500 Penalty: 4109.739746
	Iteration 11Q: 3 clusters Score -346466.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -346517.218750 Penalty: 4109.739746
	Iteration 12Q: 3 clusters Score -346517.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -346550.312500 Penalty: 4109.739746
	Iteration 13Q: 3 clusters Score -346550.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -346571.062500 Penalty: 4109.739746
	Iteration 14Q: 3 clusters Score -346571.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -346581.656250 Penalty: 4109.739746
	Iteration 15Q: 3 clusters Score -346581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -346587.062500 Penalty: 4109.739746
	Iteration 16Q: 3 clusters Score -346587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -346590.500000 Penalty: 4109.739746
	Iteration 17Q: 3 clusters Score -346590.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -346597.500000 Penalty: 4109.739746
	Iteration 18Q: 3 clusters Score -346597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346601.531250 Penalty: 4109.739746
	Iteration 19Q: 3 clusters Score -346601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -346606.250000 Penalty: 4109.739746
	Iteration 20F: 3 clusters Score -346606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346607.875000 Penalty: 4109.739746
	Iteration 21Q: 3 clusters Score -346607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -346608.343750 Penalty: 4109.739746
	Iteration 22Q: 3 clusters Score -346608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -346608.343750 Penalty: 4109.739746
	Iteration 23F: 3 clusters Score -346608.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -948271.375000 Penalty: 2261.781738
	Iteration 0F: 2 clusters Score -948271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -941205.875000 Penalty: 4523.563477
	Iteration 0F: 3 clusters Score -941205.9 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -943461.500000 Penalty: 4523.563477
	Iteration 1F: 3 clusters Score -943461.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -944047.625000 Penalty: 4523.563477
	Iteration 2F: 3 clusters Score -944047.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -944585.937500 Penalty: 4523.563477
	Iteration 3F: 3 clusters Score -944585.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -945077.250000 Penalty: 4523.563477
	Iteration 4F: 3 clusters Score -945077.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -945500.312500 Penalty: 4523.563477
	Iteration 5F: 3 clusters Score -945500.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -945795.937500 Penalty: 4523.563477
	Iteration 6Q: 3 clusters Score -945795.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -946018.937500 Penalty: 4523.563477
	Iteration 7Q: 3 clusters Score -946018.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -946209.312500 Penalty: 4523.563477
	Iteration 8Q: 3 clusters Score -946209.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -946338.625000 Penalty: 4523.563477
	Iteration 9Q: 3 clusters Score -946338.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -946421.500000 Penalty: 4523.563477
	Iteration 10Q: 3 clusters Score -946421.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -946474.312500 Penalty: 4523.563477
	Iteration 11Q: 3 clusters Score -946474.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -946503.875000 Penalty: 4523.563477
	Iteration 12Q: 3 clusters Score -946503.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -946525.687500 Penalty: 4523.563477
	Iteration 13Q: 3 clusters Score -946525.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -946543.125000 Penalty: 4523.563477
	Iteration 14Q: 3 clusters Score -946543.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -946554.187500 Penalty: 4523.563477
	Iteration 15Q: 3 clusters Score -946554.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -946567.375000 Penalty: 4523.563477
	Iteration 16Q: 3 clusters Score -946567.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -946575.937500 Penalty: 4523.563477
	Iteration 17Q: 3 clusters Score -946575.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -946578.687500 Penalty: 4523.563477
	Iteration 18Q: 3 clusters Score -946578.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -946583.062500 Penalty: 4523.563477
	Iteration 19Q: 3 clusters Score -946583.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -946586.375000 Penalty: 4523.563477
	Iteration 20F: 3 clusters Score -946586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -946585.375000 Penalty: 4523.563477
	Iteration 21Q: 3 clusters Score -946585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -946586.562500 Penalty: 4523.563477
	Iteration 22Q: 3 clusters Score -946586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -946584.937500 Penalty: 4523.563477
	Iteration 23Q: 3 clusters Score -946584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -946584.937500 Penalty: 4523.563477
	Iteration 24F: 3 clusters Score -946584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -871652.187500 Penalty: 2244.791748
	Iteration 0F: 2 clusters Score -871652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -865024.062500 Penalty: 4489.583496
	Iteration 0F: 3 clusters Score -865024.1 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -867324.125000 Penalty: 4489.583496
	Iteration 1F: 3 clusters Score -867324.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -867930.250000 Penalty: 4489.583496
	Iteration 2F: 3 clusters Score -867930.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -868375.750000 Penalty: 4489.583496
	Iteration 3F: 3 clusters Score -868375.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -868652.125000 Penalty: 4489.583496
	Iteration 4F: 3 clusters Score -868652.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -868835.937500 Penalty: 4489.583496
	Iteration 5Q: 3 clusters Score -868835.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -868978.687500 Penalty: 4489.583496
	Iteration 6Q: 3 clusters Score -868978.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -869085.437500 Penalty: 4489.583496
	Iteration 7Q: 3 clusters Score -869085.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -869187.812500 Penalty: 4489.583496
	Iteration 8Q: 3 clusters Score -869187.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -869256.812500 Penalty: 4489.583496
	Iteration 9Q: 3 clusters Score -869256.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -869313.625000 Penalty: 4489.583496
	Iteration 10Q: 3 clusters Score -869313.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -869358.750000 Penalty: 4489.583496
	Iteration 11Q: 3 clusters Score -869358.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -869391.250000 Penalty: 4489.583496
	Iteration 12Q: 3 clusters Score -869391.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -869414.875000 Penalty: 4489.583496
	Iteration 13Q: 3 clusters Score -869414.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -869442.750000 Penalty: 4489.583496
	Iteration 14Q: 3 clusters Score -869442.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -869468.625000 Penalty: 4489.583496
	Iteration 15Q: 3 clusters Score -869468.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -869498.500000 Penalty: 4489.583496
	Iteration 16Q: 3 clusters Score -869498.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -869529.125000 Penalty: 4489.583496
	Iteration 17Q: 3 clusters Score -869529.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -869562.125000 Penalty: 4489.583496
	Iteration 18Q: 3 clusters Score -869562.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -869592.625000 Penalty: 4489.583496
	Iteration 19Q: 3 clusters Score -869592.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -869626.187500 Penalty: 4489.583496
	Iteration 20F: 3 clusters Score -869626.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -869657.937500 Penalty: 4489.583496
	Iteration 21Q: 3 clusters Score -869657.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -869698.875000 Penalty: 4489.583496
	Iteration 22Q: 3 clusters Score -869698.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -869747.500000 Penalty: 4489.583496
	Iteration 23Q: 3 clusters Score -869747.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -869817.437500 Penalty: 4489.583496
	Iteration 24Q: 3 clusters Score -869817.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -869898.062500 Penalty: 4489.583496
	Iteration 25Q: 3 clusters Score -869898.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -869997.000000 Penalty: 4489.583496
	Iteration 26Q: 3 clusters Score -869997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -870122.437500 Penalty: 4489.583496
	Iteration 27Q: 3 clusters Score -870122.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -870270.187500 Penalty: 4489.583496
	Iteration 28Q: 3 clusters Score -870270.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -870431.062500 Penalty: 4489.583496
	Iteration 29Q: 3 clusters Score -870431.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -870559.687500 Penalty: 4489.583496
	Iteration 30Q: 3 clusters Score -870559.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -870647.875000 Penalty: 4489.583496
	Iteration 31Q: 3 clusters Score -870647.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -870721.437500 Penalty: 4489.583496
	Iteration 32Q: 3 clusters Score -870721.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -870783.187500 Penalty: 4489.583496
	Iteration 33Q: 3 clusters Score -870783.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -870829.937500 Penalty: 4489.583496
	Iteration 34Q: 3 clusters Score -870829.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -870868.000000 Penalty: 4489.583496
	Iteration 35Q: 3 clusters Score -870868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -870904.437500 Penalty: 4489.583496
	Iteration 36Q: 3 clusters Score -870904.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -870936.437500 Penalty: 4489.583496
	Iteration 37Q: 3 clusters Score -870936.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -870967.750000 Penalty: 4489.583496
	Iteration 38Q: 3 clusters Score -870967.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -870989.937500 Penalty: 4489.583496
	Iteration 39Q: 3 clusters Score -870989.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -871021.875000 Penalty: 4489.583496
	Iteration 40F: 3 clusters Score -871021.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -871047.000000 Penalty: 4489.583496
	Iteration 41Q: 3 clusters Score -871047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -871059.437500 Penalty: 4489.583496
	Iteration 42Q: 3 clusters Score -871059.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -871079.875000 Penalty: 4489.583496
	Iteration 43Q: 3 clusters Score -871079.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -871095.937500 Penalty: 4489.583496
	Iteration 44Q: 3 clusters Score -871095.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -871105.562500 Penalty: 4489.583496
	Iteration 45Q: 3 clusters Score -871105.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -871112.250000 Penalty: 4489.583496
	Iteration 46Q: 3 clusters Score -871112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -871120.937500 Penalty: 4489.583496
	Iteration 47Q: 3 clusters Score -871120.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -871122.000000 Penalty: 4489.583496
	Iteration 48Q: 3 clusters Score -871122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -871123.437500 Penalty: 4489.583496
	Iteration 49Q: 3 clusters Score -871123.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -871130.375000 Penalty: 4489.583496
	Iteration 50Q: 3 clusters Score -871130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -871132.812500 Penalty: 4489.583496
	Iteration 51Q: 3 clusters Score -871132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -871132.937500 Penalty: 4489.583496
	Iteration 52Q: 3 clusters Score -871132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -871134.937500 Penalty: 4489.583496
	Iteration 53Q: 3 clusters Score -871134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -871136.312500 Penalty: 4489.583496
	Iteration 54Q: 3 clusters Score -871136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -871139.500000 Penalty: 4489.583496
	Iteration 55Q: 3 clusters Score -871139.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -871141.000000 Penalty: 4489.583496
	Iteration 56Q: 3 clusters Score -871141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -871142.687500 Penalty: 4489.583496
	Iteration 57Q: 3 clusters Score -871142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -871142.687500 Penalty: 4489.583496
	Iteration 58Q: 3 clusters Score -871142.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -871147.312500 Penalty: 4489.583496
	Iteration 59Q: 3 clusters Score -871147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -871148.062500 Penalty: 4489.583496
	Iteration 60F: 3 clusters Score -871148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -871146.937500 Penalty: 4489.583496
	Iteration 61Q: 3 clusters Score -871146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -871147.625000 Penalty: 4489.583496
	Iteration 62Q: 3 clusters Score -871147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -871148.125000 Penalty: 4489.583496
	Iteration 63Q: 3 clusters Score -871148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -871148.750000 Penalty: 4489.583496
	Iteration 64Q: 3 clusters Score -871148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -871149.875000 Penalty: 4489.583496
	Iteration 65Q: 3 clusters Score -871149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -871149.312500 Penalty: 4489.583496
	Iteration 66Q: 3 clusters Score -871149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -871149.312500 Penalty: 4489.583496
	Iteration 67F: 3 clusters Score -871149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (12814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Entering Unmasked Estep 
Score: -1523188.875000 Penalty: 2345.656982
	Iteration 0F: 2 clusters Score -1523189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1513711.875000 Penalty: 4691.313965
	Iteration 0F: 3 clusters Score -1513712 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1516572.000000 Penalty: 4691.313965
	Iteration 1F: 3 clusters Score -1516572 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1516847.500000 Penalty: 4691.313965
	Iteration 2F: 3 clusters Score -1516848 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1517028.500000 Penalty: 4691.313965
	Iteration 3Q: 3 clusters Score -1517028 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1517174.000000 Penalty: 4691.313965
	Iteration 4Q: 3 clusters Score -1517174 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1517286.125000 Penalty: 4691.313965
	Iteration 5Q: 3 clusters Score -1517286 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1517371.125000 Penalty: 4691.313965
	Iteration 6Q: 3 clusters Score -1517371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1517424.750000 Penalty: 4691.313965
	Iteration 7Q: 3 clusters Score -1517425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1517469.375000 Penalty: 4691.313965
	Iteration 8Q: 3 clusters Score -1517469 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1517501.000000 Penalty: 4691.313965
	Iteration 9Q: 3 clusters Score -1517501 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1517540.750000 Penalty: 4691.313965
	Iteration 10Q: 3 clusters Score -1517541 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1517575.250000 Penalty: 4691.313965
	Iteration 11Q: 3 clusters Score -1517575 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1517609.250000 Penalty: 4691.313965
	Iteration 12Q: 3 clusters Score -1517609 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1517625.375000 Penalty: 4691.313965
	Iteration 13Q: 3 clusters Score -1517625 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1517638.000000 Penalty: 4691.313965
	Iteration 14Q: 3 clusters Score -1517638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1517656.500000 Penalty: 4691.313965
	Iteration 15Q: 3 clusters Score -1517656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1517673.250000 Penalty: 4691.313965
	Iteration 16Q: 3 clusters Score -1517673 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1517692.000000 Penalty: 4691.313965
	Iteration 17Q: 3 clusters Score -1517692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1517704.375000 Penalty: 4691.313965
	Iteration 18Q: 3 clusters Score -1517704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1517720.000000 Penalty: 4691.313965
	Iteration 19Q: 3 clusters Score -1517720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1517730.375000 Penalty: 4691.313965
	Iteration 20F: 3 clusters Score -1517730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1517735.125000 Penalty: 4691.313965
	Iteration 21Q: 3 clusters Score -1517735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1517747.000000 Penalty: 4691.313965
	Iteration 22Q: 3 clusters Score -1517747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1517749.750000 Penalty: 4691.313965
	Iteration 23Q: 3 clusters Score -1517750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1517752.125000 Penalty: 4691.313965
	Iteration 24Q: 3 clusters Score -1517752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1517755.375000 Penalty: 4691.313965
	Iteration 25Q: 3 clusters Score -1517755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1517759.375000 Penalty: 4691.313965
	Iteration 26Q: 3 clusters Score -1517759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1517765.750000 Penalty: 4691.313965
	Iteration 27Q: 3 clusters Score -1517766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1517768.000000 Penalty: 4691.313965
	Iteration 28Q: 3 clusters Score -1517768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1517771.125000 Penalty: 4691.313965
	Iteration 29Q: 3 clusters Score -1517771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1517779.625000 Penalty: 4691.313965
	Iteration 30Q: 3 clusters Score -1517780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1517781.125000 Penalty: 4691.313965
	Iteration 31Q: 3 clusters Score -1517781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1517781.500000 Penalty: 4691.313965
	Iteration 32Q: 3 clusters Score -1517782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1517781.750000 Penalty: 4691.313965
	Iteration 33Q: 3 clusters Score -1517782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1517785.000000 Penalty: 4691.313965
	Iteration 34Q: 3 clusters Score -1517785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1517786.250000 Penalty: 4691.313965
	Iteration 35Q: 3 clusters Score -1517786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1517786.750000 Penalty: 4691.313965
	Iteration 36Q: 3 clusters Score -1517787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1517787.375000 Penalty: 4691.313965
	Iteration 37Q: 3 clusters Score -1517787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1517794.875000 Penalty: 4691.313965
	Iteration 38Q: 3 clusters Score -1517795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1517796.750000 Penalty: 4691.313965
	Iteration 39Q: 3 clusters Score -1517797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1517796.500000 Penalty: 4691.313965
	Iteration 40F: 3 clusters Score -1517796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1517796.000000 Penalty: 4691.313965
	Iteration 41Q: 3 clusters Score -1517796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1517799.875000 Penalty: 4691.313965
	Iteration 42Q: 3 clusters Score -1517800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1517800.875000 Penalty: 4691.313965
	Iteration 43Q: 3 clusters Score -1517801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1517800.875000 Penalty: 4691.313965
	Iteration 44Q: 3 clusters Score -1517801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1517811.625000 Penalty: 4691.313965
	Iteration 45Q: 3 clusters Score -1517812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1517811.000000 Penalty: 4691.313965
	Iteration 46Q: 3 clusters Score -1517811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1517815.750000 Penalty: 4691.313965
	Iteration 47Q: 3 clusters Score -1517816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1517816.625000 Penalty: 4691.313965
	Iteration 48Q: 3 clusters Score -1517817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1517821.625000 Penalty: 4691.313965
	Iteration 49Q: 3 clusters Score -1517822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1517821.750000 Penalty: 4691.313965
	Iteration 50Q: 3 clusters Score -1517822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1517823.125000 Penalty: 4691.313965
	Iteration 51Q: 3 clusters Score -1517823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1517823.875000 Penalty: 4691.313965
	Iteration 52Q: 3 clusters Score -1517824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1517826.250000 Penalty: 4691.313965
	Iteration 53Q: 3 clusters Score -1517826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1517833.125000 Penalty: 4691.313965
	Iteration 54Q: 3 clusters Score -1517833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1517837.500000 Penalty: 4691.313965
	Iteration 55Q: 3 clusters Score -1517838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1517841.125000 Penalty: 4691.313965
	Iteration 56Q: 3 clusters Score -1517841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1517845.375000 Penalty: 4691.313965
	Iteration 57Q: 3 clusters Score -1517845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1517849.500000 Penalty: 4691.313965
	Iteration 58Q: 3 clusters Score -1517850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1517856.375000 Penalty: 4691.313965
	Iteration 59Q: 3 clusters Score -1517856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1517856.625000 Penalty: 4691.313965
	Iteration 60F: 3 clusters Score -1517857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1517865.875000 Penalty: 4691.313965
	Iteration 61Q: 3 clusters Score -1517866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1517864.875000 Penalty: 4691.313965
	Iteration 62Q: 3 clusters Score -1517865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1517868.750000 Penalty: 4691.313965
	Iteration 63Q: 3 clusters Score -1517869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1517881.375000 Penalty: 4691.313965
	Iteration 64Q: 3 clusters Score -1517881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1517900.750000 Penalty: 4691.313965
	Iteration 65Q: 3 clusters Score -1517901 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1517912.125000 Penalty: 4691.313965
	Iteration 66Q: 3 clusters Score -1517912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1517928.750000 Penalty: 4691.313965
	Iteration 67Q: 3 clusters Score -1517929 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1517949.875000 Penalty: 4691.313965
	Iteration 68Q: 3 clusters Score -1517950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1517982.875000 Penalty: 4691.313965
	Iteration 69Q: 3 clusters Score -1517983 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1518029.500000 Penalty: 4691.313965
	Iteration 70Q: 3 clusters Score -1518030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1518090.000000 Penalty: 4691.313965
	Iteration 71Q: 3 clusters Score -1518090 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1518168.000000 Penalty: 4691.313965
	Iteration 72Q: 3 clusters Score -1518168 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1518266.625000 Penalty: 4691.313965
	Iteration 73Q: 3 clusters Score -1518267 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1518410.875000 Penalty: 4691.313965
	Iteration 74Q: 3 clusters Score -1518411 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1518609.500000 Penalty: 4691.313965
	Iteration 75Q: 3 clusters Score -1518610 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1518878.500000 Penalty: 4691.313965
	Iteration 76Q: 3 clusters Score -1518878 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1519188.500000 Penalty: 4691.313965
	Iteration 77Q: 3 clusters Score -1519188 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1519549.250000 Penalty: 4691.313965
	Iteration 78Q: 3 clusters Score -1519549 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1519849.000000 Penalty: 4691.313965
	Iteration 79Q: 3 clusters Score -1519849 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1520113.000000 Penalty: 4691.313965
	Iteration 80F: 3 clusters Score -1520113 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1520336.250000 Penalty: 4691.313965
	Iteration 81Q: 3 clusters Score -1520336 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1520496.750000 Penalty: 4691.313965
	Iteration 82Q: 3 clusters Score -1520497 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1520616.375000 Penalty: 4691.313965
	Iteration 83Q: 3 clusters Score -1520616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1520716.125000 Penalty: 4691.313965
	Iteration 84Q: 3 clusters Score -1520716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1520787.625000 Penalty: 4691.313965
	Iteration 85Q: 3 clusters Score -1520788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1520840.500000 Penalty: 4691.313965
	Iteration 86Q: 3 clusters Score -1520840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1520879.875000 Penalty: 4691.313965
	Iteration 87Q: 3 clusters Score -1520880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1520909.750000 Penalty: 4691.313965
	Iteration 88Q: 3 clusters Score -1520910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1520936.625000 Penalty: 4691.313965
	Iteration 89Q: 3 clusters Score -1520937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1520968.375000 Penalty: 4691.313965
	Iteration 90Q: 3 clusters Score -1520968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1520995.750000 Penalty: 4691.313965
	Iteration 91Q: 3 clusters Score -1520996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1521013.250000 Penalty: 4691.313965
	Iteration 92Q: 3 clusters Score -1521013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1521029.000000 Penalty: 4691.313965
	Iteration 93Q: 3 clusters Score -1521029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1521040.500000 Penalty: 4691.313965
	Iteration 94Q: 3 clusters Score -1521040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1521053.250000 Penalty: 4691.313965
	Iteration 95Q: 3 clusters Score -1521053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1521060.875000 Penalty: 4691.313965
	Iteration 96Q: 3 clusters Score -1521061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1521069.875000 Penalty: 4691.313965
	Iteration 97Q: 3 clusters Score -1521070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1521077.000000 Penalty: 4691.313965
	Iteration 98Q: 3 clusters Score -1521077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1521083.000000 Penalty: 4691.313965
	Iteration 99Q: 3 clusters Score -1521083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1521085.125000 Penalty: 4691.313965
	Iteration 100F: 3 clusters Score -1521085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1521086.625000 Penalty: 4691.313965
	Iteration 101Q: 3 clusters Score -1521087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1521086.000000 Penalty: 4691.313965
	Iteration 102Q: 3 clusters Score -1521086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1521086.000000 Penalty: 4691.313965
	Iteration 103F: 3 clusters Score -1521086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (17732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Entering Unmasked Estep 
Score: -2063276.625000 Penalty: 2426.215332
	Iteration 0F: 2 clusters Score -2063277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2050640.125000 Penalty: 4852.430664
	Iteration 0F: 3 clusters Score -2050640 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2054798.875000 Penalty: 4852.430664
	Iteration 1F: 3 clusters Score -2054799 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2055177.375000 Penalty: 4852.430664
	Iteration 2F: 3 clusters Score -2055177 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2055469.750000 Penalty: 4852.430664
	Iteration 3Q: 3 clusters Score -2055470 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2055674.625000 Penalty: 4852.430664
	Iteration 4Q: 3 clusters Score -2055675 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2055851.625000 Penalty: 4852.430664
	Iteration 5Q: 3 clusters Score -2055852 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2055990.375000 Penalty: 4852.430664
	Iteration 6Q: 3 clusters Score -2055990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2056124.750000 Penalty: 4852.430664
	Iteration 7Q: 3 clusters Score -2056125 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2056247.750000 Penalty: 4852.430664
	Iteration 8Q: 3 clusters Score -2056248 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2056393.125000 Penalty: 4852.430664
	Iteration 9Q: 3 clusters Score -2056393 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2056581.000000 Penalty: 4852.430664
	Iteration 10Q: 3 clusters Score -2056581 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2056828.625000 Penalty: 4852.430664
	Iteration 11Q: 3 clusters Score -2056829 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2057166.875000 Penalty: 4852.430664
	Iteration 12Q: 3 clusters Score -2057167 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2057611.750000 Penalty: 4852.430664
	Iteration 13Q: 3 clusters Score -2057612 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2058232.375000 Penalty: 4852.430664
	Iteration 14F: 3 clusters Score -2058232 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2058954.750000 Penalty: 4852.430664
	Iteration 15F: 3 clusters Score -2058955 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2059691.750000 Penalty: 4852.430664
	Iteration 16F: 3 clusters Score -2059692 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2060252.500000 Penalty: 4852.430664
	Iteration 17Q: 3 clusters Score -2060252 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2060661.125000 Penalty: 4852.430664
	Iteration 18Q: 3 clusters Score -2060661 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2060906.000000 Penalty: 4852.430664
	Iteration 19Q: 3 clusters Score -2060906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2061046.750000 Penalty: 4852.430664
	Iteration 20F: 3 clusters Score -2061047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2061130.625000 Penalty: 4852.430664
	Iteration 21Q: 3 clusters Score -2061131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2061157.500000 Penalty: 4852.430664
	Iteration 22Q: 3 clusters Score -2061158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2061169.875000 Penalty: 4852.430664
	Iteration 23Q: 3 clusters Score -2061170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2061178.250000 Penalty: 4852.430664
	Iteration 24Q: 3 clusters Score -2061178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2061185.875000 Penalty: 4852.430664
	Iteration 25Q: 3 clusters Score -2061186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2061187.500000 Penalty: 4852.430664
	Iteration 26Q: 3 clusters Score -2061188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2061188.500000 Penalty: 4852.430664
	Iteration 27Q: 3 clusters Score -2061188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2061190.375000 Penalty: 4852.430664
	Iteration 28Q: 3 clusters Score -2061190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2061185.625000 Penalty: 4852.430664
	Iteration 29Q: 3 clusters Score -2061186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2061185.625000 Penalty: 4852.430664
	Iteration 30F: 3 clusters Score -2061186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1203435.625000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1203436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1195498.750000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1195499 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1197898.875000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1197899 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1198271.250000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1198271 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1198593.750000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1198594 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1198911.500000 Penalty: 4588.544922
	Iteration 4F: 3 clusters Score -1198912 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1199211.375000 Penalty: 4588.544922
	Iteration 5F: 3 clusters Score -1199211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1199461.875000 Penalty: 4588.544922
	Iteration 6Q: 3 clusters Score -1199462 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1199688.500000 Penalty: 4588.544922
	Iteration 7Q: 3 clusters Score -1199688 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1199847.500000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1199848 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1199969.625000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1199970 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1200070.875000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1200071 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1200143.875000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1200144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1200189.125000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1200189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1200230.625000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1200231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1200264.500000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1200264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1200296.625000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1200297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1200334.375000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1200334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1200365.250000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1200365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1200393.500000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1200394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1200431.375000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1200431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1200465.000000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1200465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1200492.250000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1200492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1200525.375000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1200525 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1200557.250000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1200557 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1200590.000000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1200590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1200616.125000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1200616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1200634.500000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1200634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1200663.250000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1200663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1200681.625000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1200682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1200702.625000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1200703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1200730.000000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1200730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1200758.250000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1200758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1200797.500000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1200798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1200843.125000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1200843 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1200881.875000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1200882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1200924.625000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1200925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1200972.125000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1200972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1201007.250000 Penalty: 4588.544922
	Iteration 37Q: 3 clusters Score -1201007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1201043.750000 Penalty: 4588.544922
	Iteration 38Q: 3 clusters Score -1201044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1201080.000000 Penalty: 4588.544922
	Iteration 39Q: 3 clusters Score -1201080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1201118.000000 Penalty: 4588.544922
	Iteration 40F: 3 clusters Score -1201118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1201138.250000 Penalty: 4588.544922
	Iteration 41Q: 3 clusters Score -1201138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1201156.125000 Penalty: 4588.544922
	Iteration 42Q: 3 clusters Score -1201156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1201179.125000 Penalty: 4588.544922
	Iteration 43Q: 3 clusters Score -1201179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1201199.000000 Penalty: 4588.544922
	Iteration 44Q: 3 clusters Score -1201199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1201217.500000 Penalty: 4588.544922
	Iteration 45Q: 3 clusters Score -1201218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1201239.875000 Penalty: 4588.544922
	Iteration 46Q: 3 clusters Score -1201240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1201253.875000 Penalty: 4588.544922
	Iteration 47Q: 3 clusters Score -1201254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1201264.625000 Penalty: 4588.544922
	Iteration 48Q: 3 clusters Score -1201265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1201271.875000 Penalty: 4588.544922
	Iteration 49Q: 3 clusters Score -1201272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1201277.125000 Penalty: 4588.544922
	Iteration 50Q: 3 clusters Score -1201277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1201285.625000 Penalty: 4588.544922
	Iteration 51Q: 3 clusters Score -1201286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1201287.625000 Penalty: 4588.544922
	Iteration 52Q: 3 clusters Score -1201288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1201301.000000 Penalty: 4588.544922
	Iteration 53Q: 3 clusters Score -1201301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1201304.375000 Penalty: 4588.544922
	Iteration 54Q: 3 clusters Score -1201304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1201310.875000 Penalty: 4588.544922
	Iteration 55Q: 3 clusters Score -1201311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1201316.125000 Penalty: 4588.544922
	Iteration 56Q: 3 clusters Score -1201316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1201318.125000 Penalty: 4588.544922
	Iteration 57Q: 3 clusters Score -1201318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1201320.125000 Penalty: 4588.544922
	Iteration 58Q: 3 clusters Score -1201320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1201321.750000 Penalty: 4588.544922
	Iteration 59Q: 3 clusters Score -1201322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1201322.875000 Penalty: 4588.544922
	Iteration 60F: 3 clusters Score -1201323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -405430.437500 Penalty: 2074.397949
	Iteration 0F: 2 clusters Score -405430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -401357.281250 Penalty: 4148.795898
	Iteration 0F: 3 clusters Score -401357.3 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -402392.843750 Penalty: 4148.795898
	Iteration 1F: 3 clusters Score -402392.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -402682.468750 Penalty: 4148.795898
	Iteration 2F: 3 clusters Score -402682.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402905.843750 Penalty: 4148.795898
	Iteration 3F: 3 clusters Score -402905.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -403078.906250 Penalty: 4148.795898
	Iteration 4Q: 3 clusters Score -403078.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -403255.593750 Penalty: 4148.795898
	Iteration 5Q: 3 clusters Score -403255.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -403453.812500 Penalty: 4148.795898
	Iteration 6Q: 3 clusters Score -403453.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -403652.156250 Penalty: 4148.795898
	Iteration 7Q: 3 clusters Score -403652.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -403858.562500 Penalty: 4148.795898
	Iteration 8Q: 3 clusters Score -403858.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -404025.656250 Penalty: 4148.795898
	Iteration 9Q: 3 clusters Score -404025.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -404158.937500 Penalty: 4148.795898
	Iteration 10Q: 3 clusters Score -404158.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404252.125000 Penalty: 4148.795898
	Iteration 11Q: 3 clusters Score -404252.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -404318.531250 Penalty: 4148.795898
	Iteration 12Q: 3 clusters Score -404318.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -404362.906250 Penalty: 4148.795898
	Iteration 13Q: 3 clusters Score -404362.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -404402.531250 Penalty: 4148.795898
	Iteration 14Q: 3 clusters Score -404402.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -404427.093750 Penalty: 4148.795898
	Iteration 15Q: 3 clusters Score -404427.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -404440.000000 Penalty: 4148.795898
	Iteration 16Q: 3 clusters Score -404440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -404452.343750 Penalty: 4148.795898
	Iteration 17Q: 3 clusters Score -404452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404460.250000 Penalty: 4148.795898
	Iteration 18Q: 3 clusters Score -404460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -404466.000000 Penalty: 4148.795898
	Iteration 19Q: 3 clusters Score -404466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404470.468750 Penalty: 4148.795898
	Iteration 20F: 3 clusters Score -404470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404475.187500 Penalty: 4148.795898
	Iteration 21Q: 3 clusters Score -404475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -404478.406250 Penalty: 4148.795898
	Iteration 22Q: 3 clusters Score -404478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -404478.937500 Penalty: 4148.795898
	Iteration 23Q: 3 clusters Score -404478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -404478.781250 Penalty: 4148.795898
	Iteration 24Q: 3 clusters Score -404478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -404479.906250 Penalty: 4148.795898
	Iteration 25Q: 3 clusters Score -404479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -404480.937500 Penalty: 4148.795898
	Iteration 26Q: 3 clusters Score -404480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404481.906250 Penalty: 4148.795898
	Iteration 27Q: 3 clusters Score -404481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404481.937500 Penalty: 4148.795898
	Iteration 28Q: 3 clusters Score -404481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -404483.500000 Penalty: 4148.795898
	Iteration 29Q: 3 clusters Score -404483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404485.343750 Penalty: 4148.795898
	Iteration 30Q: 3 clusters Score -404485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404486.656250 Penalty: 4148.795898
	Iteration 31Q: 3 clusters Score -404486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -404487.781250 Penalty: 4148.795898
	Iteration 32Q: 3 clusters Score -404487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -404488.750000 Penalty: 4148.795898
	Iteration 33Q: 3 clusters Score -404488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -404489.500000 Penalty: 4148.795898
	Iteration 34Q: 3 clusters Score -404489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -404490.468750 Penalty: 4148.795898
	Iteration 35Q: 3 clusters Score -404490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -404492.093750 Penalty: 4148.795898
	Iteration 36Q: 3 clusters Score -404492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -404492.781250 Penalty: 4148.795898
	Iteration 37Q: 3 clusters Score -404492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -404492.781250 Penalty: 4148.795898
	Iteration 38F: 3 clusters Score -404492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -266299.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -266299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263449.750000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -263449.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -263966.125000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -263966.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264095.875000 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -264095.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -264182.593750 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -264182.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264239.468750 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -264239.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -264302.000000 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -264302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -264348.687500 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -264348.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264384.937500 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -264384.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -264400.687500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -264400.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -264411.562500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -264411.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -264424.062500 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -264424.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264436.968750 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -264437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -264445.031250 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -264445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264451.562500 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -264451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264457.343750 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -264457.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264463.718750 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -264463.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264473.218750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -264473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -264476.375000 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -264476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264481.343750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -264481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -264483.718750 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -264483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -264486.718750 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -264486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -264488.750000 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -264488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264489.781250 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -264489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -264490.375000 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -264490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -264491.437500 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -264491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264494.406250 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -264494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264495.812500 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -264495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264496.343750 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -264496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264497.593750 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -264497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264498.000000 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -264498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264498.343750 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -264498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264498.343750 Penalty: 3852.562988
	Iteration 31F: 3 clusters Score -264498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -626755.687500 Penalty: 2169.461426
	Iteration 0F: 2 clusters Score -626755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -621481.000000 Penalty: 4338.922852
	Iteration 0F: 3 clusters Score -621481 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -623096.375000 Penalty: 4338.922852
	Iteration 1F: 3 clusters Score -623096.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -623660.062500 Penalty: 4338.922852
	Iteration 2F: 3 clusters Score -623660.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -624123.687500 Penalty: 4338.922852
	Iteration 3F: 3 clusters Score -624123.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -624545.312500 Penalty: 4338.922852
	Iteration 4F: 3 clusters Score -624545.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -624911.000000 Penalty: 4338.922852
	Iteration 5F: 3 clusters Score -624911 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -625152.312500 Penalty: 4338.922852
	Iteration 6F: 3 clusters Score -625152.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -625305.750000 Penalty: 4338.922852
	Iteration 7Q: 3 clusters Score -625305.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -625438.000000 Penalty: 4338.922852
	Iteration 8Q: 3 clusters Score -625438 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -625538.812500 Penalty: 4338.922852
	Iteration 9Q: 3 clusters Score -625538.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -625593.562500 Penalty: 4338.922852
	Iteration 10Q: 3 clusters Score -625593.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -625629.250000 Penalty: 4338.922852
	Iteration 11Q: 3 clusters Score -625629.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -625650.187500 Penalty: 4338.922852
	Iteration 12Q: 3 clusters Score -625650.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -625669.562500 Penalty: 4338.922852
	Iteration 13Q: 3 clusters Score -625669.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -625688.750000 Penalty: 4338.922852
	Iteration 14Q: 3 clusters Score -625688.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -625700.562500 Penalty: 4338.922852
	Iteration 15Q: 3 clusters Score -625700.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -625711.000000 Penalty: 4338.922852
	Iteration 16Q: 3 clusters Score -625711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -625724.875000 Penalty: 4338.922852
	Iteration 17Q: 3 clusters Score -625724.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -625740.375000 Penalty: 4338.922852
	Iteration 18Q: 3 clusters Score -625740.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -625752.375000 Penalty: 4338.922852
	Iteration 19Q: 3 clusters Score -625752.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -625758.437500 Penalty: 4338.922852
	Iteration 20F: 3 clusters Score -625758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -625763.625000 Penalty: 4338.922852
	Iteration 21Q: 3 clusters Score -625763.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -625765.937500 Penalty: 4338.922852
	Iteration 22Q: 3 clusters Score -625765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -625766.312500 Penalty: 4338.922852
	Iteration 23Q: 3 clusters Score -625766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -625767.312500 Penalty: 4338.922852
	Iteration 24Q: 3 clusters Score -625767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -625769.125000 Penalty: 4338.922852
	Iteration 25Q: 3 clusters Score -625769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -625772.125000 Penalty: 4338.922852
	Iteration 26Q: 3 clusters Score -625772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -625772.437500 Penalty: 4338.922852
	Iteration 27Q: 3 clusters Score -625772.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -625776.250000 Penalty: 4338.922852
	Iteration 28Q: 3 clusters Score -625776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -625777.125000 Penalty: 4338.922852
	Iteration 29Q: 3 clusters Score -625777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -625780.375000 Penalty: 4338.922852
	Iteration 30Q: 3 clusters Score -625780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -625782.437500 Penalty: 4338.922852
	Iteration 31Q: 3 clusters Score -625782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -625782.812500 Penalty: 4338.922852
	Iteration 32Q: 3 clusters Score -625782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -625781.875000 Penalty: 4338.922852
	Iteration 33Q: 3 clusters Score -625781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625783.812500 Penalty: 4338.922852
	Iteration 34Q: 3 clusters Score -625783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625784.375000 Penalty: 4338.922852
	Iteration 35Q: 3 clusters Score -625784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625783.687500 Penalty: 4338.922852
	Iteration 36Q: 3 clusters Score -625783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625784.687500 Penalty: 4338.922852
	Iteration 37Q: 3 clusters Score -625784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -625784.625000 Penalty: 4338.922852
	Iteration 38Q: 3 clusters Score -625784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -625785.500000 Penalty: 4338.922852
	Iteration 39Q: 3 clusters Score -625785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -625786.375000 Penalty: 4338.922852
	Iteration 40F: 3 clusters Score -625786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -625788.625000 Penalty: 4338.922852
	Iteration 41Q: 3 clusters Score -625788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -625788.625000 Penalty: 4338.922852
	Iteration 42Q: 3 clusters Score -625788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -625789.812500 Penalty: 4338.922852
	Iteration 43Q: 3 clusters Score -625789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -625790.937500 Penalty: 4338.922852
	Iteration 44Q: 3 clusters Score -625790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -625790.687500 Penalty: 4338.922852
	Iteration 45Q: 3 clusters Score -625790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -625791.687500 Penalty: 4338.922852
	Iteration 46Q: 3 clusters Score -625791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -625791.000000 Penalty: 4338.922852
	Iteration 47Q: 3 clusters Score -625791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -625791.000000 Penalty: 4338.922852
	Iteration 48Q: 3 clusters Score -625791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -625791.687500 Penalty: 4338.922852
	Iteration 49Q: 3 clusters Score -625791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -625791.687500 Penalty: 4338.922852
	Iteration 50F: 3 clusters Score -625791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (4307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Entering Unmasked Estep 
Score: -475483.156250 Penalty: 2075.263184
	Iteration 0F: 2 clusters Score -475483.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -471387.906250 Penalty: 4150.526367
	Iteration 0F: 3 clusters Score -471387.9 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -472315.187500 Penalty: 4150.526367
	Iteration 1F: 3 clusters Score -472315.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -472510.437500 Penalty: 4150.526367
	Iteration 2F: 3 clusters Score -472510.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -472631.687500 Penalty: 4150.526367
	Iteration 3F: 3 clusters Score -472631.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -472722.125000 Penalty: 4150.526367
	Iteration 4Q: 3 clusters Score -472722.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -472791.875000 Penalty: 4150.526367
	Iteration 5Q: 3 clusters Score -472791.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -472850.031250 Penalty: 4150.526367
	Iteration 6Q: 3 clusters Score -472850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -472911.937500 Penalty: 4150.526367
	Iteration 7Q: 3 clusters Score -472911.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472963.468750 Penalty: 4150.526367
	Iteration 8Q: 3 clusters Score -472963.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -473019.781250 Penalty: 4150.526367
	Iteration 9Q: 3 clusters Score -473019.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -473087.250000 Penalty: 4150.526367
	Iteration 10Q: 3 clusters Score -473087.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -473170.812500 Penalty: 4150.526367
	Iteration 11Q: 3 clusters Score -473170.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -473271.937500 Penalty: 4150.526367
	Iteration 12Q: 3 clusters Score -473271.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -473375.500000 Penalty: 4150.526367
	Iteration 13Q: 3 clusters Score -473375.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -473462.218750 Penalty: 4150.526367
	Iteration 14Q: 3 clusters Score -473462.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -473526.875000 Penalty: 4150.526367
	Iteration 15Q: 3 clusters Score -473526.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -473593.812500 Penalty: 4150.526367
	Iteration 16Q: 3 clusters Score -473593.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -473658.312500 Penalty: 4150.526367
	Iteration 17Q: 3 clusters Score -473658.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -473704.625000 Penalty: 4150.526367
	Iteration 18Q: 3 clusters Score -473704.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -473751.062500 Penalty: 4150.526367
	Iteration 19Q: 3 clusters Score -473751.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -473785.375000 Penalty: 4150.526367
	Iteration 20F: 3 clusters Score -473785.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -473812.187500 Penalty: 4150.526367
	Iteration 21Q: 3 clusters Score -473812.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -473836.281250 Penalty: 4150.526367
	Iteration 22Q: 3 clusters Score -473836.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -473857.000000 Penalty: 4150.526367
	Iteration 23Q: 3 clusters Score -473857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -473873.781250 Penalty: 4150.526367
	Iteration 24Q: 3 clusters Score -473873.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -473896.250000 Penalty: 4150.526367
	Iteration 25Q: 3 clusters Score -473896.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -473909.687500 Penalty: 4150.526367
	Iteration 26Q: 3 clusters Score -473909.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -473919.343750 Penalty: 4150.526367
	Iteration 27Q: 3 clusters Score -473919.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -473922.000000 Penalty: 4150.526367
	Iteration 28Q: 3 clusters Score -473922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -473929.250000 Penalty: 4150.526367
	Iteration 29Q: 3 clusters Score -473929.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -473938.031250 Penalty: 4150.526367
	Iteration 30Q: 3 clusters Score -473938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -473950.000000 Penalty: 4150.526367
	Iteration 31Q: 3 clusters Score -473950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -473959.468750 Penalty: 4150.526367
	Iteration 32Q: 3 clusters Score -473959.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -473969.781250 Penalty: 4150.526367
	Iteration 33Q: 3 clusters Score -473969.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -473982.125000 Penalty: 4150.526367
	Iteration 34Q: 3 clusters Score -473982.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -473992.500000 Penalty: 4150.526367
	Iteration 35Q: 3 clusters Score -473992.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -473999.531250 Penalty: 4150.526367
	Iteration 36Q: 3 clusters Score -473999.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -474005.250000 Penalty: 4150.526367
	Iteration 37Q: 3 clusters Score -474005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -474011.312500 Penalty: 4150.526367
	Iteration 38Q: 3 clusters Score -474011.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -474016.125000 Penalty: 4150.526367
	Iteration 39Q: 3 clusters Score -474016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -474020.906250 Penalty: 4150.526367
	Iteration 40F: 3 clusters Score -474020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -474024.500000 Penalty: 4150.526367
	Iteration 41Q: 3 clusters Score -474024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -474029.062500 Penalty: 4150.526367
	Iteration 42Q: 3 clusters Score -474029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -474035.250000 Penalty: 4150.526367
	Iteration 43Q: 3 clusters Score -474035.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -474040.093750 Penalty: 4150.526367
	Iteration 44Q: 3 clusters Score -474040.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -474046.750000 Penalty: 4150.526367
	Iteration 45Q: 3 clusters Score -474046.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -474052.093750 Penalty: 4150.526367
	Iteration 46Q: 3 clusters Score -474052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -474054.687500 Penalty: 4150.526367
	Iteration 47Q: 3 clusters Score -474054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -474058.125000 Penalty: 4150.526367
	Iteration 48Q: 3 clusters Score -474058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -474060.437500 Penalty: 4150.526367
	Iteration 49Q: 3 clusters Score -474060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -474063.750000 Penalty: 4150.526367
	Iteration 50Q: 3 clusters Score -474063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -474065.062500 Penalty: 4150.526367
	Iteration 51Q: 3 clusters Score -474065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -474068.000000 Penalty: 4150.526367
	Iteration 52Q: 3 clusters Score -474068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -474071.250000 Penalty: 4150.526367
	Iteration 53Q: 3 clusters Score -474071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -474075.718750 Penalty: 4150.526367
	Iteration 54Q: 3 clusters Score -474075.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -474079.250000 Penalty: 4150.526367
	Iteration 55Q: 3 clusters Score -474079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -474083.718750 Penalty: 4150.526367
	Iteration 56Q: 3 clusters Score -474083.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -474086.531250 Penalty: 4150.526367
	Iteration 57Q: 3 clusters Score -474086.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -474090.218750 Penalty: 4150.526367
	Iteration 58Q: 3 clusters Score -474090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -474094.906250 Penalty: 4150.526367
	Iteration 59Q: 3 clusters Score -474094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -474101.843750 Penalty: 4150.526367
	Iteration 60F: 3 clusters Score -474101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -474106.500000 Penalty: 4150.526367
	Iteration 61Q: 3 clusters Score -474106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -474111.250000 Penalty: 4150.526367
	Iteration 62Q: 3 clusters Score -474111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -474113.312500 Penalty: 4150.526367
	Iteration 63Q: 3 clusters Score -474113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -474117.312500 Penalty: 4150.526367
	Iteration 64Q: 3 clusters Score -474117.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -474120.531250 Penalty: 4150.526367
	Iteration 65Q: 3 clusters Score -474120.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -474124.687500 Penalty: 4150.526367
	Iteration 66Q: 3 clusters Score -474124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -474127.343750 Penalty: 4150.526367
	Iteration 67Q: 3 clusters Score -474127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -474129.437500 Penalty: 4150.526367
	Iteration 68Q: 3 clusters Score -474129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -474130.968750 Penalty: 4150.526367
	Iteration 69Q: 3 clusters Score -474131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -474135.343750 Penalty: 4150.526367
	Iteration 70Q: 3 clusters Score -474135.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -474139.187500 Penalty: 4150.526367
	Iteration 71Q: 3 clusters Score -474139.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -474143.437500 Penalty: 4150.526367
	Iteration 72Q: 3 clusters Score -474143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -474145.531250 Penalty: 4150.526367
	Iteration 73Q: 3 clusters Score -474145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -474147.625000 Penalty: 4150.526367
	Iteration 74Q: 3 clusters Score -474147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -474148.468750 Penalty: 4150.526367
	Iteration 75Q: 3 clusters Score -474148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -474150.250000 Penalty: 4150.526367
	Iteration 76Q: 3 clusters Score -474150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -474150.593750 Penalty: 4150.526367
	Iteration 77Q: 3 clusters Score -474150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -474152.281250 Penalty: 4150.526367
	Iteration 78Q: 3 clusters Score -474152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -474155.093750 Penalty: 4150.526367
	Iteration 79Q: 3 clusters Score -474155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -474157.281250 Penalty: 4150.526367
	Iteration 80F: 3 clusters Score -474157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -474160.156250 Penalty: 4150.526367
	Iteration 81Q: 3 clusters Score -474160.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -474164.312500 Penalty: 4150.526367
	Iteration 82Q: 3 clusters Score -474164.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -474170.781250 Penalty: 4150.526367
	Iteration 83Q: 3 clusters Score -474170.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -474177.906250 Penalty: 4150.526367
	Iteration 84Q: 3 clusters Score -474177.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -474186.468750 Penalty: 4150.526367
	Iteration 85Q: 3 clusters Score -474186.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -474196.500000 Penalty: 4150.526367
	Iteration 86Q: 3 clusters Score -474196.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -474204.656250 Penalty: 4150.526367
	Iteration 87Q: 3 clusters Score -474204.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -474212.250000 Penalty: 4150.526367
	Iteration 88Q: 3 clusters Score -474212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -474216.968750 Penalty: 4150.526367
	Iteration 89Q: 3 clusters Score -474217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -474222.062500 Penalty: 4150.526367
	Iteration 90Q: 3 clusters Score -474222.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -474227.375000 Penalty: 4150.526367
	Iteration 91Q: 3 clusters Score -474227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -474233.375000 Penalty: 4150.526367
	Iteration 92Q: 3 clusters Score -474233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -474237.468750 Penalty: 4150.526367
	Iteration 93Q: 3 clusters Score -474237.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -474245.562500 Penalty: 4150.526367
	Iteration 94Q: 3 clusters Score -474245.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -474254.531250 Penalty: 4150.526367
	Iteration 95Q: 3 clusters Score -474254.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -474264.187500 Penalty: 4150.526367
	Iteration 96Q: 3 clusters Score -474264.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -474273.031250 Penalty: 4150.526367
	Iteration 97Q: 3 clusters Score -474273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -474282.718750 Penalty: 4150.526367
	Iteration 98Q: 3 clusters Score -474282.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -474291.593750 Penalty: 4150.526367
	Iteration 99Q: 3 clusters Score -474291.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -474296.656250 Penalty: 4150.526367
	Iteration 100F: 3 clusters Score -474296.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -474305.500000 Penalty: 4150.526367
	Iteration 101Q: 3 clusters Score -474305.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -474312.187500 Penalty: 4150.526367
	Iteration 102Q: 3 clusters Score -474312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -474317.500000 Penalty: 4150.526367
	Iteration 103Q: 3 clusters Score -474317.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -474324.062500 Penalty: 4150.526367
	Iteration 104Q: 3 clusters Score -474324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -474333.656250 Penalty: 4150.526367
	Iteration 105Q: 3 clusters Score -474333.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -474344.281250 Penalty: 4150.526367
	Iteration 106Q: 3 clusters Score -474344.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -474353.000000 Penalty: 4150.526367
	Iteration 107Q: 3 clusters Score -474353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -474359.281250 Penalty: 4150.526367
	Iteration 108Q: 3 clusters Score -474359.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -474363.875000 Penalty: 4150.526367
	Iteration 109Q: 3 clusters Score -474363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -474370.312500 Penalty: 4150.526367
	Iteration 110Q: 3 clusters Score -474370.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -474376.437500 Penalty: 4150.526367
	Iteration 111Q: 3 clusters Score -474376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -474381.937500 Penalty: 4150.526367
	Iteration 112Q: 3 clusters Score -474381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -474388.375000 Penalty: 4150.526367
	Iteration 113Q: 3 clusters Score -474388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -474398.000000 Penalty: 4150.526367
	Iteration 114Q: 3 clusters Score -474398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -474405.093750 Penalty: 4150.526367
	Iteration 115Q: 3 clusters Score -474405.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -474413.500000 Penalty: 4150.526367
	Iteration 116Q: 3 clusters Score -474413.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -474417.125000 Penalty: 4150.526367
	Iteration 117Q: 3 clusters Score -474417.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -474421.875000 Penalty: 4150.526367
	Iteration 118Q: 3 clusters Score -474421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -474432.000000 Penalty: 4150.526367
	Iteration 119Q: 3 clusters Score -474432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -474440.718750 Penalty: 4150.526367
	Iteration 120F: 3 clusters Score -474440.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -474446.750000 Penalty: 4150.526367
	Iteration 121Q: 3 clusters Score -474446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -474452.468750 Penalty: 4150.526367
	Iteration 122Q: 3 clusters Score -474452.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -474454.625000 Penalty: 4150.526367
	Iteration 123Q: 3 clusters Score -474454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -474457.812500 Penalty: 4150.526367
	Iteration 124Q: 3 clusters Score -474457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -474460.718750 Penalty: 4150.526367
	Iteration 125Q: 3 clusters Score -474460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -474462.843750 Penalty: 4150.526367
	Iteration 126Q: 3 clusters Score -474462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -474462.531250 Penalty: 4150.526367
	Iteration 127Q: 3 clusters Score -474462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -474462.531250 Penalty: 4150.526367
	Iteration 128F: 3 clusters Score -474462.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -420236.812500 Penalty: 2039.924683
	Iteration 0F: 2 clusters Score -420236.8 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 1920 members 
Entering Unmasked Estep 
Score: -416564.593750 Penalty: 4079.849365
	Iteration 0F: 3 clusters Score -416564.6 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -417375.875000 Penalty: 4079.849365
	Iteration 1F: 3 clusters Score -417375.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -417588.468750 Penalty: 4079.849365
	Iteration 2F: 3 clusters Score -417588.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -417720.500000 Penalty: 4079.849365
	Iteration 3F: 3 clusters Score -417720.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -417826.843750 Penalty: 4079.849365
	Iteration 4Q: 3 clusters Score -417826.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -417917.125000 Penalty: 4079.849365
	Iteration 5Q: 3 clusters Score -417917.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -418001.343750 Penalty: 4079.849365
	Iteration 6Q: 3 clusters Score -418001.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -418074.843750 Penalty: 4079.849365
	Iteration 7Q: 3 clusters Score -418074.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -418145.062500 Penalty: 4079.849365
	Iteration 8Q: 3 clusters Score -418145.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -418208.968750 Penalty: 4079.849365
	Iteration 9Q: 3 clusters Score -418209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -418266.062500 Penalty: 4079.849365
	Iteration 10Q: 3 clusters Score -418266.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -418316.125000 Penalty: 4079.849365
	Iteration 11Q: 3 clusters Score -418316.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -418372.906250 Penalty: 4079.849365
	Iteration 12Q: 3 clusters Score -418372.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -418417.437500 Penalty: 4079.849365
	Iteration 13Q: 3 clusters Score -418417.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -418450.968750 Penalty: 4079.849365
	Iteration 14Q: 3 clusters Score -418451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -418479.281250 Penalty: 4079.849365
	Iteration 15Q: 3 clusters Score -418479.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -418504.031250 Penalty: 4079.849365
	Iteration 16Q: 3 clusters Score -418504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -418520.968750 Penalty: 4079.849365
	Iteration 17Q: 3 clusters Score -418521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -418536.156250 Penalty: 4079.849365
	Iteration 18Q: 3 clusters Score -418536.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -418554.156250 Penalty: 4079.849365
	Iteration 19Q: 3 clusters Score -418554.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -418579.562500 Penalty: 4079.849365
	Iteration 20F: 3 clusters Score -418579.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -418608.968750 Penalty: 4079.849365
	Iteration 21Q: 3 clusters Score -418609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -418633.781250 Penalty: 4079.849365
	Iteration 22Q: 3 clusters Score -418633.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -418654.812500 Penalty: 4079.849365
	Iteration 23Q: 3 clusters Score -418654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -418671.656250 Penalty: 4079.849365
	Iteration 24Q: 3 clusters Score -418671.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -418683.718750 Penalty: 4079.849365
	Iteration 25Q: 3 clusters Score -418683.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -418687.750000 Penalty: 4079.849365
	Iteration 26Q: 3 clusters Score -418687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -418693.406250 Penalty: 4079.849365
	Iteration 27Q: 3 clusters Score -418693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -418697.843750 Penalty: 4079.849365
	Iteration 28Q: 3 clusters Score -418697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -418700.562500 Penalty: 4079.849365
	Iteration 29Q: 3 clusters Score -418700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -418701.625000 Penalty: 4079.849365
	Iteration 30Q: 3 clusters Score -418701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -418703.812500 Penalty: 4079.849365
	Iteration 31Q: 3 clusters Score -418703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -418703.812500 Penalty: 4079.849365
	Iteration 32F: 3 clusters Score -418703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -235129.578125 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -235129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232440.453125 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -232440.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -232931.281250 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -232931.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -233074.671875 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -233074.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -233136.765625 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -233136.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -233172.312500 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -233172.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -233191.328125 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -233191.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -233207.546875 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -233207.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -233222.406250 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -233222.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233239.625000 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -233239.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233250.671875 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -233250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233255.593750 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -233255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -233260.390625 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -233260.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233266.468750 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -233266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -233269.109375 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -233269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -233271.296875 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -233271.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -233274.812500 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -233274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233279.578125 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -233279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233287.546875 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -233287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233290.687500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -233290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -233295.531250 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -233295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -233298.703125 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -233298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -233302.171875 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -233302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233306.671875 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -233306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233313.234375 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -233313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233316.515625 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -233316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -233319.562500 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -233319.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -233323.843750 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -233323.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -233330.375000 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -233330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -233338.406250 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -233338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -233348.687500 Penalty: 3806.379883
	Iteration 29Q: 3 clusters Score -233348.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233358.125000 Penalty: 3806.379883
	Iteration 30Q: 3 clusters Score -233358.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -233369.984375 Penalty: 3806.379883
	Iteration 31Q: 3 clusters Score -233370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233390.484375 Penalty: 3806.379883
	Iteration 32Q: 3 clusters Score -233390.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -233407.109375 Penalty: 3806.379883
	Iteration 33Q: 3 clusters Score -233407.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -233423.843750 Penalty: 3806.379883
	Iteration 34Q: 3 clusters Score -233423.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -233442.703125 Penalty: 3806.379883
	Iteration 35Q: 3 clusters Score -233442.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -233462.265625 Penalty: 3806.379883
	Iteration 36Q: 3 clusters Score -233462.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -233485.937500 Penalty: 3806.379883
	Iteration 37Q: 3 clusters Score -233485.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -233506.656250 Penalty: 3806.379883
	Iteration 38Q: 3 clusters Score -233506.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -233528.937500 Penalty: 3806.379883
	Iteration 39Q: 3 clusters Score -233528.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233550.187500 Penalty: 3806.379883
	Iteration 40F: 3 clusters Score -233550.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -233567.125000 Penalty: 3806.379883
	Iteration 41Q: 3 clusters Score -233567.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -233592.828125 Penalty: 3806.379883
	Iteration 42Q: 3 clusters Score -233592.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -233632.125000 Penalty: 3806.379883
	Iteration 43Q: 3 clusters Score -233632.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233670.750000 Penalty: 3806.379883
	Iteration 44Q: 3 clusters Score -233670.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -233708.093750 Penalty: 3806.379883
	Iteration 45Q: 3 clusters Score -233708.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233732.109375 Penalty: 3806.379883
	Iteration 46Q: 3 clusters Score -233732.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233751.812500 Penalty: 3806.379883
	Iteration 47Q: 3 clusters Score -233751.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233768.468750 Penalty: 3806.379883
	Iteration 48Q: 3 clusters Score -233768.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233789.406250 Penalty: 3806.379883
	Iteration 49Q: 3 clusters Score -233789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233803.250000 Penalty: 3806.379883
	Iteration 50Q: 3 clusters Score -233803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233810.921875 Penalty: 3806.379883
	Iteration 51Q: 3 clusters Score -233810.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233817.156250 Penalty: 3806.379883
	Iteration 52Q: 3 clusters Score -233817.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233823.187500 Penalty: 3806.379883
	Iteration 53Q: 3 clusters Score -233823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -233825.859375 Penalty: 3806.379883
	Iteration 54Q: 3 clusters Score -233825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233826.453125 Penalty: 3806.379883
	Iteration 55Q: 3 clusters Score -233826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -233826.546875 Penalty: 3806.379883
	Iteration 56Q: 3 clusters Score -233826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -233828.515625 Penalty: 3806.379883
	Iteration 57Q: 3 clusters Score -233828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -233829.968750 Penalty: 3806.379883
	Iteration 58Q: 3 clusters Score -233830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233834.406250 Penalty: 3806.379883
	Iteration 59Q: 3 clusters Score -233834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233836.921875 Penalty: 3806.379883
	Iteration 60F: 3 clusters Score -233836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233837.750000 Penalty: 3806.379883
	Iteration 61Q: 3 clusters Score -233837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233837.750000 Penalty: 3806.379883
	Iteration 62F: 3 clusters Score -233837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -835096.437500 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -835096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -829096.312500 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -829096.3 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -830662.250000 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -830662.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -830970.750000 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -830970.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -831224.625000 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -831224.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -831444.562500 Penalty: 4422.986328
	Iteration 4F: 3 clusters Score -831444.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -831615.500000 Penalty: 4422.986328
	Iteration 5Q: 3 clusters Score -831615.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -831786.375000 Penalty: 4422.986328
	Iteration 6Q: 3 clusters Score -831786.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -831970.312500 Penalty: 4422.986328
	Iteration 7Q: 3 clusters Score -831970.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -832164.750000 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -832164.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -832322.062500 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -832322.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -832461.375000 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -832461.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -832575.312500 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -832575.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -832645.812500 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -832645.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -832698.062500 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -832698.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -832738.375000 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -832738.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -832776.500000 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -832776.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -832805.125000 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -832805.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -832826.250000 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -832826.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -832848.875000 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -832848.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -832860.000000 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -832860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -832873.500000 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -832873.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -832887.562500 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -832887.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -832902.187500 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -832902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -832908.750000 Penalty: 4422.986328
	Iteration 23Q: 3 clusters Score -832908.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -832917.375000 Penalty: 4422.986328
	Iteration 24Q: 3 clusters Score -832917.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -832921.125000 Penalty: 4422.986328
	Iteration 25Q: 3 clusters Score -832921.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -832924.437500 Penalty: 4422.986328
	Iteration 26Q: 3 clusters Score -832924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -832927.437500 Penalty: 4422.986328
	Iteration 27Q: 3 clusters Score -832927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -832928.812500 Penalty: 4422.986328
	Iteration 28Q: 3 clusters Score -832928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -832930.312500 Penalty: 4422.986328
	Iteration 29Q: 3 clusters Score -832930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -832929.875000 Penalty: 4422.986328
	Iteration 30Q: 3 clusters Score -832929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -832932.000000 Penalty: 4422.986328
	Iteration 31Q: 3 clusters Score -832932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -832932.625000 Penalty: 4422.986328
	Iteration 32Q: 3 clusters Score -832932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -832931.875000 Penalty: 4422.986328
	Iteration 33Q: 3 clusters Score -832931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -832934.562500 Penalty: 4422.986328
	Iteration 34Q: 3 clusters Score -832934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -832934.187500 Penalty: 4422.986328
	Iteration 35Q: 3 clusters Score -832934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -832935.062500 Penalty: 4422.986328
	Iteration 36Q: 3 clusters Score -832935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -832935.812500 Penalty: 4422.986328
	Iteration 37Q: 3 clusters Score -832935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -832935.812500 Penalty: 4422.986328
	Iteration 38F: 3 clusters Score -832935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -219520.156250 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -219520.2 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 1094 members 
Entering Unmasked Estep 
Score: -216787.343750 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -216787.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217293.031250 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -217293 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217438.921875 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -217438.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217537.000000 Penalty: 3813.019043
	Iteration 3Q: 3 clusters Score -217537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217588.359375 Penalty: 3813.019043
	Iteration 4Q: 3 clusters Score -217588.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217624.203125 Penalty: 3813.019043
	Iteration 5Q: 3 clusters Score -217624.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -217653.703125 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -217653.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217676.593750 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -217676.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217695.906250 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -217695.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217709.140625 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -217709.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217728.031250 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -217728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217735.609375 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -217735.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217745.125000 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -217745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217752.906250 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -217752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217757.484375 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -217757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -217759.562500 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -217759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217760.546875 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -217760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217761.765625 Penalty: 3813.019043
	Iteration 17Q: 3 clusters Score -217761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217762.500000 Penalty: 3813.019043
	Iteration 18Q: 3 clusters Score -217762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217763.796875 Penalty: 3813.019043
	Iteration 19Q: 3 clusters Score -217763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217764.031250 Penalty: 3813.019043
	Iteration 20F: 3 clusters Score -217764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217764.890625 Penalty: 3813.019043
	Iteration 21Q: 3 clusters Score -217764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -217765.953125 Penalty: 3813.019043
	Iteration 22Q: 3 clusters Score -217766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217766.703125 Penalty: 3813.019043
	Iteration 23Q: 3 clusters Score -217766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217768.875000 Penalty: 3813.019043
	Iteration 24Q: 3 clusters Score -217768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217771.468750 Penalty: 3813.019043
	Iteration 25Q: 3 clusters Score -217771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217772.515625 Penalty: 3813.019043
	Iteration 26Q: 3 clusters Score -217772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217774.000000 Penalty: 3813.019043
	Iteration 27Q: 3 clusters Score -217774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217774.546875 Penalty: 3813.019043
	Iteration 28Q: 3 clusters Score -217774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217774.546875 Penalty: 3813.019043
	Iteration 29F: 3 clusters Score -217774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -1084259.500000 Penalty: 2271.260742
	Iteration 0F: 2 clusters Score -1084260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1076915.750000 Penalty: 4542.521484
	Iteration 0F: 3 clusters Score -1076916 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1079001.000000 Penalty: 4542.521484
	Iteration 1F: 3 clusters Score -1079001 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1079310.625000 Penalty: 4542.521484
	Iteration 2F: 3 clusters Score -1079311 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1079527.250000 Penalty: 4542.521484
	Iteration 3F: 3 clusters Score -1079527 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1079695.125000 Penalty: 4542.521484
	Iteration 4Q: 3 clusters Score -1079695 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1079849.125000 Penalty: 4542.521484
	Iteration 5Q: 3 clusters Score -1079849 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1079968.625000 Penalty: 4542.521484
	Iteration 6Q: 3 clusters Score -1079969 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1080061.125000 Penalty: 4542.521484
	Iteration 7Q: 3 clusters Score -1080061 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1080154.500000 Penalty: 4542.521484
	Iteration 8Q: 3 clusters Score -1080154 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1080264.750000 Penalty: 4542.521484
	Iteration 9Q: 3 clusters Score -1080265 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1080387.750000 Penalty: 4542.521484
	Iteration 10Q: 3 clusters Score -1080388 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1080499.125000 Penalty: 4542.521484
	Iteration 11Q: 3 clusters Score -1080499 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1080604.250000 Penalty: 4542.521484
	Iteration 12Q: 3 clusters Score -1080604 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1080695.875000 Penalty: 4542.521484
	Iteration 13Q: 3 clusters Score -1080696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1080789.375000 Penalty: 4542.521484
	Iteration 14Q: 3 clusters Score -1080789 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1080893.625000 Penalty: 4542.521484
	Iteration 15Q: 3 clusters Score -1080894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1081020.875000 Penalty: 4542.521484
	Iteration 16Q: 3 clusters Score -1081021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1081147.125000 Penalty: 4542.521484
	Iteration 17Q: 3 clusters Score -1081147 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1081293.375000 Penalty: 4542.521484
	Iteration 18Q: 3 clusters Score -1081293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1081463.625000 Penalty: 4542.521484
	Iteration 19Q: 3 clusters Score -1081464 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1081638.000000 Penalty: 4542.521484
	Iteration 20F: 3 clusters Score -1081638 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1081764.875000 Penalty: 4542.521484
	Iteration 21Q: 3 clusters Score -1081765 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1081865.125000 Penalty: 4542.521484
	Iteration 22Q: 3 clusters Score -1081865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1081936.750000 Penalty: 4542.521484
	Iteration 23Q: 3 clusters Score -1081937 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1081991.500000 Penalty: 4542.521484
	Iteration 24Q: 3 clusters Score -1081992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1082033.875000 Penalty: 4542.521484
	Iteration 25Q: 3 clusters Score -1082034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1082082.000000 Penalty: 4542.521484
	Iteration 26Q: 3 clusters Score -1082082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1082108.125000 Penalty: 4542.521484
	Iteration 27Q: 3 clusters Score -1082108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1082139.125000 Penalty: 4542.521484
	Iteration 28Q: 3 clusters Score -1082139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1082163.000000 Penalty: 4542.521484
	Iteration 29Q: 3 clusters Score -1082163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1082207.125000 Penalty: 4542.521484
	Iteration 30Q: 3 clusters Score -1082207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1082284.625000 Penalty: 4542.521484
	Iteration 31Q: 3 clusters Score -1082285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1082359.625000 Penalty: 4542.521484
	Iteration 32Q: 3 clusters Score -1082360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1082411.125000 Penalty: 4542.521484
	Iteration 33Q: 3 clusters Score -1082411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1082448.500000 Penalty: 4542.521484
	Iteration 34Q: 3 clusters Score -1082448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1082470.625000 Penalty: 4542.521484
	Iteration 35Q: 3 clusters Score -1082471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1082484.750000 Penalty: 4542.521484
	Iteration 36Q: 3 clusters Score -1082485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1082496.875000 Penalty: 4542.521484
	Iteration 37Q: 3 clusters Score -1082497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1082504.625000 Penalty: 4542.521484
	Iteration 38Q: 3 clusters Score -1082505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1082514.375000 Penalty: 4542.521484
	Iteration 39Q: 3 clusters Score -1082514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1082518.000000 Penalty: 4542.521484
	Iteration 40F: 3 clusters Score -1082518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1082523.750000 Penalty: 4542.521484
	Iteration 41Q: 3 clusters Score -1082524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1082524.375000 Penalty: 4542.521484
	Iteration 42Q: 3 clusters Score -1082524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1082524.750000 Penalty: 4542.521484
	Iteration 43Q: 3 clusters Score -1082525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1082525.000000 Penalty: 4542.521484
	Iteration 44Q: 3 clusters Score -1082525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1082530.125000 Penalty: 4542.521484
	Iteration 45Q: 3 clusters Score -1082530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1082536.000000 Penalty: 4542.521484
	Iteration 46Q: 3 clusters Score -1082536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1082538.875000 Penalty: 4542.521484
	Iteration 47Q: 3 clusters Score -1082539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1082538.500000 Penalty: 4542.521484
	Iteration 48Q: 3 clusters Score -1082538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1082541.000000 Penalty: 4542.521484
	Iteration 49Q: 3 clusters Score -1082541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1082541.125000 Penalty: 4542.521484
	Iteration 50Q: 3 clusters Score -1082541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1082542.250000 Penalty: 4542.521484
	Iteration 51Q: 3 clusters Score -1082542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1082540.625000 Penalty: 4542.521484
	Iteration 52Q: 3 clusters Score -1082541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1082542.125000 Penalty: 4542.521484
	Iteration 53Q: 3 clusters Score -1082542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1082543.250000 Penalty: 4542.521484
	Iteration 54Q: 3 clusters Score -1082543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1082543.875000 Penalty: 4542.521484
	Iteration 55Q: 3 clusters Score -1082544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1082545.500000 Penalty: 4542.521484
	Iteration 56Q: 3 clusters Score -1082546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1082546.625000 Penalty: 4542.521484
	Iteration 57Q: 3 clusters Score -1082547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1082545.500000 Penalty: 4542.521484
	Iteration 58Q: 3 clusters Score -1082546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1082547.375000 Penalty: 4542.521484
	Iteration 59Q: 3 clusters Score -1082547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1082547.500000 Penalty: 4542.521484
	Iteration 60F: 3 clusters Score -1082548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1082547.375000 Penalty: 4542.521484
	Iteration 61Q: 3 clusters Score -1082547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1082548.500000 Penalty: 4542.521484
	Iteration 62Q: 3 clusters Score -1082548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1082547.625000 Penalty: 4542.521484
	Iteration 63Q: 3 clusters Score -1082548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1082550.000000 Penalty: 4542.521484
	Iteration 64Q: 3 clusters Score -1082550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1082550.000000 Penalty: 4542.521484
	Iteration 65F: 3 clusters Score -1082550 nChanged 0
--- Evaluating fit on full set of 5878878 points ---
Entering Unmasked Estep 
Score: -650872192.000000 Penalty: 394285.625000
20->103 Clusters: Score -650872192.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1959626 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 97548 members 
Mstep: Class 3 contains 97589 members 
Mstep: Class 4 contains 97367 members 
Mstep: Class 5 contains 98270 members 
Mstep: Class 6 contains 98010 members 
Mstep: Class 7 contains 97773 members 
Mstep: Class 8 contains 98267 members 
Mstep: Class 9 contains 97511 members 
Mstep: Class 10 contains 98015 members 
Mstep: Class 11 contains 98326 members 
Mstep: Class 12 contains 97748 members 
Mstep: Class 13 contains 97826 members 
Mstep: Class 14 contains 98500 members 
Mstep: Class 15 contains 97929 members 
Mstep: Class 16 contains 97511 members 
Mstep: Class 17 contains 98162 members 
Mstep: Class 18 contains 98134 members 
Mstep: Class 19 contains 98254 members 
Mstep: Class 20 contains 98693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1254.288330 but Gain 3593.085938
Score: -194984528.000000 Penalty: 68268.703125
Iteration 0F: 20 clusters Score -1.949845e+08 nChanged 1856702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4830 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 3 contains 124360 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 42810 members 
Mstep: Class 6 contains 37159 members 
Mstep: Class 7 contains 45595 members 
Mstep: Class 8 contains 105574 members 
Mstep: Class 9 contains 214369 members 
Mstep: Class 10 contains 55541 members 
Mstep: Class 11 contains 50347 members 
Mstep: Class 12 contains 119191 members 
Mstep: Class 13 contains 55395 members 
Mstep: Class 14 contains 200161 members 
Mstep: Class 15 contains 360578 members 
Mstep: Class 16 contains 100304 members 
Mstep: Class 17 contains 28174 members 
Mstep: Class 18 contains 48227 members 
Mstep: Class 19 contains 112365 members 
Mstep: Class 20 contains 47746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204732368.000000 Penalty: 68268.703125
Iteration 1F: 20 clusters Score -2.047324e+08 nChanged 982798
Entering Unmasked Mstep 
Mstep: Class 0 contains 3069 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 3 contains 148536 members 
Mstep: Class 4 contains 36868 members 
Mstep: Class 5 contains 40159 members 
Mstep: Class 6 contains 46674 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 137989 members 
Mstep: Class 9 contains 112130 members 
Mstep: Class 10 contains 34541 members 
Mstep: Class 11 contains 54331 members 
Mstep: Class 12 contains 80507 members 
Mstep: Class 13 contains 38815 members 
Mstep: Class 14 contains 158226 members 
Mstep: Class 15 contains 481179 members 
Mstep: Class 16 contains 155208 members 
Mstep: Class 17 contains 18627 members 
Mstep: Class 18 contains 42110 members 
Mstep: Class 19 contains 207756 members 
Mstep: Class 20 contains 51474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207763664.000000 Penalty: 68268.703125
Iteration 2F: 20 clusters Score -2.077637e+08 nChanged 629418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1784 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 3 contains 191613 members 
Mstep: Class 4 contains 42661 members 
Mstep: Class 5 contains 52036 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 34008 members 
Mstep: Class 8 contains 139652 members 
Mstep: Class 9 contains 85550 members 
Mstep: Class 10 contains 29593 members 
Mstep: Class 11 contains 71881 members 
Mstep: Class 12 contains 68308 members 
Mstep: Class 13 contains 39600 members 
Mstep: Class 14 contains 124655 members 
Mstep: Class 15 contains 362065 members 
Mstep: Class 16 contains 208253 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 54208 members 
Mstep: Class 19 contains 266702 members 
Mstep: Class 20 contains 74114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -209229504.000000 Penalty: 68268.703125
Iteration 3F: 20 clusters Score -2.092295e+08 nChanged 422387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1081 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 3 contains 223944 members 
Mstep: Class 4 contains 50214 members 
Mstep: Class 5 contains 58334 members 
Mstep: Class 6 contains 29835 members 
Mstep: Class 7 contains 35468 members 
Mstep: Class 8 contains 134612 members 
Mstep: Class 9 contains 82174 members 
Mstep: Class 10 contains 28544 members 
Mstep: Class 11 contains 85113 members 
Mstep: Class 12 contains 61515 members 
Mstep: Class 13 contains 39648 members 
Mstep: Class 14 contains 93917 members 
Mstep: Class 15 contains 285600 members 
Mstep: Class 16 contains 243051 members 
Mstep: Class 17 contains 17156 members 
Mstep: Class 18 contains 83408 members 
Mstep: Class 19 contains 268132 members 
Mstep: Class 20 contains 83950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -209894336.000000 Penalty: 68268.703125
Iteration 4F: 20 clusters Score -2.098943e+08 nChanged 289080
Entering Unmasked Mstep 
Mstep: Class 0 contains 887 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 3 contains 238484 members 
Mstep: Class 4 contains 54956 members 
Mstep: Class 5 contains 58054 members 
Mstep: Class 6 contains 24817 members 
Mstep: Class 7 contains 36642 members 
Mstep: Class 8 contains 131603 members 
Mstep: Class 9 contains 83538 members 
Mstep: Class 10 contains 29242 members 
Mstep: Class 11 contains 92473 members 
Mstep: Class 12 contains 58741 members 
Mstep: Class 13 contains 39150 members 
Mstep: Class 14 contains 76588 members 
Mstep: Class 15 contains 255957 members 
Mstep: Class 16 contains 265355 members 
Mstep: Class 17 contains 17266 members 
Mstep: Class 18 contains 109930 members 
Mstep: Class 19 contains 246779 members 
Mstep: Class 20 contains 87859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210215264.000000 Penalty: 68268.703125
Iteration 5F: 20 clusters Score -2.102153e+08 nChanged 200130
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 3 contains 242721 members 
Mstep: Class 4 contains 57905 members 
Mstep: Class 5 contains 57138 members 
Mstep: Class 6 contains 22555 members 
Mstep: Class 7 contains 37490 members 
Mstep: Class 8 contains 128807 members 
Mstep: Class 9 contains 86484 members 
Mstep: Class 10 contains 30811 members 
Mstep: Class 11 contains 96359 members 
Mstep: Class 12 contains 57273 members 
Mstep: Class 13 contains 38185 members 
Mstep: Class 14 contains 66493 members 
Mstep: Class 15 contains 236694 members 
Mstep: Class 16 contains 282469 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 126310 members 
Mstep: Class 19 contains 233213 members 
Mstep: Class 20 contains 90459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210417440.000000 Penalty: 68268.703125
Iteration 6F: 20 clusters Score -2.104174e+08 nChanged 155252
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 3 contains 241071 members 
Mstep: Class 4 contains 59696 members 
Mstep: Class 5 contains 59836 members 
Mstep: Class 6 contains 19401 members 
Mstep: Class 7 contains 38439 members 
Mstep: Class 8 contains 126035 members 
Mstep: Class 9 contains 89170 members 
Mstep: Class 10 contains 31851 members 
Mstep: Class 11 contains 100175 members 
Mstep: Class 12 contains 55404 members 
Mstep: Class 13 contains 37198 members 
Mstep: Class 14 contains 59354 members 
Mstep: Class 15 contains 226477 members 
Mstep: Class 16 contains 294496 members 
Mstep: Class 17 contains 17626 members 
Mstep: Class 18 contains 136807 members 
Mstep: Class 19 contains 224055 members 
Mstep: Class 20 contains 92264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210577152.000000 Penalty: 68268.703125
Iteration 7F: 20 clusters Score -2.105772e+08 nChanged 138026
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 3 contains 234583 members 
Mstep: Class 4 contains 60610 members 
Mstep: Class 5 contains 68055 members 
Mstep: Class 6 contains 16853 members 
Mstep: Class 7 contains 39547 members 
Mstep: Class 8 contains 123546 members 
Mstep: Class 9 contains 90615 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 103385 members 
Mstep: Class 12 contains 53098 members 
Mstep: Class 13 contains 36397 members 
Mstep: Class 14 contains 54474 members 
Mstep: Class 15 contains 220682 members 
Mstep: Class 16 contains 300236 members 
Mstep: Class 17 contains 17673 members 
Mstep: Class 18 contains 143876 members 
Mstep: Class 19 contains 220872 members 
Mstep: Class 20 contains 92986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210745376.000000 Penalty: 68268.703125
Iteration 8F: 20 clusters Score -2.107454e+08 nChanged 125678
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 3 contains 224418 members 
Mstep: Class 4 contains 60936 members 
Mstep: Class 5 contains 80877 members 
Mstep: Class 6 contains 14875 members 
Mstep: Class 7 contains 40550 members 
Mstep: Class 8 contains 121551 members 
Mstep: Class 9 contains 90552 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 105033 members 
Mstep: Class 12 contains 50813 members 
Mstep: Class 13 contains 35727 members 
Mstep: Class 14 contains 52019 members 
Mstep: Class 15 contains 217212 members 
Mstep: Class 16 contains 298101 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 149183 members 
Mstep: Class 19 contains 227195 members 
Mstep: Class 20 contains 92371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210842368.000000 Penalty: 68268.703125
Iteration 9F: 20 clusters Score -2.108424e+08 nChanged 103684
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 3 contains 214121 members 
Mstep: Class 4 contains 61020 members 
Mstep: Class 5 contains 94193 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 7 contains 41342 members 
Mstep: Class 8 contains 120440 members 
Mstep: Class 9 contains 89282 members 
Mstep: Class 10 contains 32543 members 
Mstep: Class 11 contains 105782 members 
Mstep: Class 12 contains 48702 members 
Mstep: Class 13 contains 35178 members 
Mstep: Class 14 contains 50660 members 
Mstep: Class 15 contains 217315 members 
Mstep: Class 16 contains 292530 members 
Mstep: Class 17 contains 17274 members 
Mstep: Class 18 contains 154362 members 
Mstep: Class 19 contains 233001 members 
Mstep: Class 20 contains 91519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210911440.000000 Penalty: 68268.703125
Iteration 10F: 20 clusters Score -2.109114e+08 nChanged 85790
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 3 contains 204881 members 
Mstep: Class 4 contains 61055 members 
Mstep: Class 5 contains 105507 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 42203 members 
Mstep: Class 8 contains 119943 members 
Mstep: Class 9 contains 87172 members 
Mstep: Class 10 contains 33128 members 
Mstep: Class 11 contains 106056 members 
Mstep: Class 12 contains 46783 members 
Mstep: Class 13 contains 34814 members 
Mstep: Class 14 contains 48303 members 
Mstep: Class 15 contains 218280 members 
Mstep: Class 16 contains 285746 members 
Mstep: Class 17 contains 16975 members 
Mstep: Class 18 contains 158995 members 
Mstep: Class 19 contains 237815 members 
Mstep: Class 20 contains 93141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210963840.000000 Penalty: 68268.703125
Iteration 11Q: 20 clusters Score -2.109638e+08 nChanged 73210
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 3 contains 197357 members 
Mstep: Class 4 contains 61186 members 
Mstep: Class 5 contains 114608 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 43172 members 
Mstep: Class 8 contains 119855 members 
Mstep: Class 9 contains 84437 members 
Mstep: Class 10 contains 33909 members 
Mstep: Class 11 contains 106246 members 
Mstep: Class 12 contains 45223 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 45993 members 
Mstep: Class 15 contains 217811 members 
Mstep: Class 16 contains 281086 members 
Mstep: Class 17 contains 16614 members 
Mstep: Class 18 contains 161973 members 
Mstep: Class 19 contains 241868 members 
Mstep: Class 20 contains 95866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211004032.000000 Penalty: 68268.703125
Iteration 12Q: 20 clusters Score -2.11004e+08 nChanged 65494
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 3 contains 191663 members 
Mstep: Class 4 contains 61484 members 
Mstep: Class 5 contains 122308 members 
Mstep: Class 6 contains 12484 members 
Mstep: Class 7 contains 44432 members 
Mstep: Class 8 contains 119932 members 
Mstep: Class 9 contains 80446 members 
Mstep: Class 10 contains 34763 members 
Mstep: Class 11 contains 106540 members 
Mstep: Class 12 contains 43943 members 
Mstep: Class 13 contains 34179 members 
Mstep: Class 14 contains 44107 members 
Mstep: Class 15 contains 216107 members 
Mstep: Class 16 contains 278466 members 
Mstep: Class 17 contains 16199 members 
Mstep: Class 18 contains 164082 members 
Mstep: Class 19 contains 245350 members 
Mstep: Class 20 contains 98218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211044400.000000 Penalty: 68268.703125
Iteration 13Q: 20 clusters Score -2.110444e+08 nChanged 61513
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 3 contains 187403 members 
Mstep: Class 4 contains 61978 members 
Mstep: Class 5 contains 128969 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 46024 members 
Mstep: Class 8 contains 120196 members 
Mstep: Class 9 contains 75385 members 
Mstep: Class 10 contains 35475 members 
Mstep: Class 11 contains 106905 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 33814 members 
Mstep: Class 14 contains 42568 members 
Mstep: Class 15 contains 215266 members 
Mstep: Class 16 contains 275599 members 
Mstep: Class 17 contains 15766 members 
Mstep: Class 18 contains 165659 members 
Mstep: Class 19 contains 248568 members 
Mstep: Class 20 contains 100118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211083936.000000 Penalty: 68268.703125
Iteration 14Q: 20 clusters Score -2.110839e+08 nChanged 57562
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 3 contains 184018 members 
Mstep: Class 4 contains 62620 members 
Mstep: Class 5 contains 134734 members 
Mstep: Class 6 contains 11879 members 
Mstep: Class 7 contains 47848 members 
Mstep: Class 8 contains 120567 members 
Mstep: Class 9 contains 69781 members 
Mstep: Class 10 contains 35760 members 
Mstep: Class 11 contains 107471 members 
Mstep: Class 12 contains 41911 members 
Mstep: Class 13 contains 33389 members 
Mstep: Class 14 contains 41138 members 
Mstep: Class 15 contains 217077 members 
Mstep: Class 16 contains 270783 members 
Mstep: Class 17 contains 15353 members 
Mstep: Class 18 contains 166882 members 
Mstep: Class 19 contains 251754 members 
Mstep: Class 20 contains 101625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211120416.000000 Penalty: 68268.703125
Iteration 15Q: 20 clusters Score -2.111204e+08 nChanged 51775
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 3 contains 181230 members 
Mstep: Class 4 contains 63216 members 
Mstep: Class 5 contains 139384 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 49819 members 
Mstep: Class 8 contains 120942 members 
Mstep: Class 9 contains 64325 members 
Mstep: Class 10 contains 36022 members 
Mstep: Class 11 contains 108325 members 
Mstep: Class 12 contains 41076 members 
Mstep: Class 13 contains 32861 members 
Mstep: Class 14 contains 39702 members 
Mstep: Class 15 contains 221764 members 
Mstep: Class 16 contains 263955 members 
Mstep: Class 17 contains 14992 members 
Mstep: Class 18 contains 167874 members 
Mstep: Class 19 contains 254576 members 
Mstep: Class 20 contains 102603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211153504.000000 Penalty: 68268.703125
Iteration 16Q: 20 clusters Score -2.111535e+08 nChanged 46239
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 3 contains 178718 members 
Mstep: Class 4 contains 63758 members 
Mstep: Class 5 contains 142962 members 
Mstep: Class 6 contains 11696 members 
Mstep: Class 7 contains 51975 members 
Mstep: Class 8 contains 121305 members 
Mstep: Class 9 contains 59702 members 
Mstep: Class 10 contains 36197 members 
Mstep: Class 11 contains 109377 members 
Mstep: Class 12 contains 40406 members 
Mstep: Class 13 contains 32223 members 
Mstep: Class 14 contains 38353 members 
Mstep: Class 15 contains 227529 members 
Mstep: Class 16 contains 256535 members 
Mstep: Class 17 contains 14698 members 
Mstep: Class 18 contains 168584 members 
Mstep: Class 19 contains 257014 members 
Mstep: Class 20 contains 103006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211177952.000000 Penalty: 68268.703125
Iteration 17Q: 20 clusters Score -2.11178e+08 nChanged 41212
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 3 contains 176368 members 
Mstep: Class 4 contains 64150 members 
Mstep: Class 5 contains 145602 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 53982 members 
Mstep: Class 8 contains 121555 members 
Mstep: Class 9 contains 55985 members 
Mstep: Class 10 contains 36553 members 
Mstep: Class 11 contains 110635 members 
Mstep: Class 12 contains 39906 members 
Mstep: Class 13 contains 31645 members 
Mstep: Class 14 contains 37086 members 
Mstep: Class 15 contains 232778 members 
Mstep: Class 16 contains 249507 members 
Mstep: Class 17 contains 14548 members 
Mstep: Class 18 contains 169037 members 
Mstep: Class 19 contains 259064 members 
Mstep: Class 20 contains 103094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211199376.000000 Penalty: 68268.703125
Iteration 18Q: 20 clusters Score -2.111994e+08 nChanged 36881
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 3 contains 174272 members 
Mstep: Class 4 contains 64415 members 
Mstep: Class 5 contains 147384 members 
Mstep: Class 6 contains 11723 members 
Mstep: Class 7 contains 55771 members 
Mstep: Class 8 contains 121784 members 
Mstep: Class 9 contains 53199 members 
Mstep: Class 10 contains 36957 members 
Mstep: Class 11 contains 112147 members 
Mstep: Class 12 contains 39600 members 
Mstep: Class 13 contains 31138 members 
Mstep: Class 14 contains 35783 members 
Mstep: Class 15 contains 236780 members 
Mstep: Class 16 contains 243723 members 
Mstep: Class 17 contains 14490 members 
Mstep: Class 18 contains 169239 members 
Mstep: Class 19 contains 260135 members 
Mstep: Class 20 contains 103046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211218464.000000 Penalty: 68268.703125
Iteration 19Q: 20 clusters Score -2.112185e+08 nChanged 32992
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 3 contains 172499 members 
Mstep: Class 4 contains 64590 members 
Mstep: Class 5 contains 148588 members 
Mstep: Class 6 contains 11765 members 
Mstep: Class 7 contains 57155 members 
Mstep: Class 8 contains 122016 members 
Mstep: Class 9 contains 51270 members 
Mstep: Class 10 contains 37228 members 
Mstep: Class 11 contains 113640 members 
Mstep: Class 12 contains 39299 members 
Mstep: Class 13 contains 30763 members 
Mstep: Class 14 contains 34518 members 
Mstep: Class 15 contains 239768 members 
Mstep: Class 16 contains 239113 members 
Mstep: Class 17 contains 14588 members 
Mstep: Class 18 contains 169529 members 
Mstep: Class 19 contains 260280 members 
Mstep: Class 20 contains 102922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211241392.000000 Penalty: 68268.703125
Iteration 20F: 20 clusters Score -2.112414e+08 nChanged 32159
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 3 contains 170971 members 
Mstep: Class 4 contains 64671 members 
Mstep: Class 5 contains 149369 members 
Mstep: Class 6 contains 11676 members 
Mstep: Class 7 contains 58342 members 
Mstep: Class 8 contains 122438 members 
Mstep: Class 9 contains 50022 members 
Mstep: Class 10 contains 38222 members 
Mstep: Class 11 contains 114537 members 
Mstep: Class 12 contains 39066 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 14 contains 33155 members 
Mstep: Class 15 contains 242156 members 
Mstep: Class 16 contains 235570 members 
Mstep: Class 17 contains 14785 members 
Mstep: Class 18 contains 170167 members 
Mstep: Class 19 contains 259673 members 
Mstep: Class 20 contains 102912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211259664.000000 Penalty: 68268.703125
Iteration 21Q: 20 clusters Score -2.112597e+08 nChanged 30055
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 3 contains 169699 members 
Mstep: Class 4 contains 64644 members 
Mstep: Class 5 contains 149884 members 
Mstep: Class 6 contains 11550 members 
Mstep: Class 7 contains 59340 members 
Mstep: Class 8 contains 123248 members 
Mstep: Class 9 contains 49052 members 
Mstep: Class 10 contains 39130 members 
Mstep: Class 11 contains 114149 members 
Mstep: Class 12 contains 38923 members 
Mstep: Class 13 contains 28678 members 
Mstep: Class 14 contains 31862 members 
Mstep: Class 15 contains 243860 members 
Mstep: Class 16 contains 232777 members 
Mstep: Class 17 contains 15080 members 
Mstep: Class 18 contains 171914 members 
Mstep: Class 19 contains 259049 members 
Mstep: Class 20 contains 102916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211274464.000000 Penalty: 68268.703125
Iteration 22Q: 20 clusters Score -2.112745e+08 nChanged 25913
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 3 contains 168664 members 
Mstep: Class 4 contains 64536 members 
Mstep: Class 5 contains 150319 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 60161 members 
Mstep: Class 8 contains 124342 members 
Mstep: Class 9 contains 48468 members 
Mstep: Class 10 contains 40140 members 
Mstep: Class 11 contains 112538 members 
Mstep: Class 12 contains 38802 members 
Mstep: Class 13 contains 27687 members 
Mstep: Class 14 contains 30856 members 
Mstep: Class 15 contains 245069 members 
Mstep: Class 16 contains 230428 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 174062 members 
Mstep: Class 19 contains 258673 members 
Mstep: Class 20 contains 103010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211285344.000000 Penalty: 68268.703125
Iteration 23Q: 20 clusters Score -2.112853e+08 nChanged 21792
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 3 contains 167809 members 
Mstep: Class 4 contains 64405 members 
Mstep: Class 5 contains 150702 members 
Mstep: Class 6 contains 11162 members 
Mstep: Class 7 contains 60826 members 
Mstep: Class 8 contains 125369 members 
Mstep: Class 9 contains 48119 members 
Mstep: Class 10 contains 41122 members 
Mstep: Class 11 contains 110383 members 
Mstep: Class 12 contains 38671 members 
Mstep: Class 13 contains 26604 members 
Mstep: Class 14 contains 30094 members 
Mstep: Class 15 contains 245950 members 
Mstep: Class 16 contains 228646 members 
Mstep: Class 17 contains 16214 members 
Mstep: Class 18 contains 176067 members 
Mstep: Class 19 contains 258475 members 
Mstep: Class 20 contains 103174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211291648.000000 Penalty: 68268.703125
Iteration 24Q: 20 clusters Score -2.112916e+08 nChanged 18563
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 3 contains 167049 members 
Mstep: Class 4 contains 64285 members 
Mstep: Class 5 contains 151101 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 61476 members 
Mstep: Class 8 contains 126254 members 
Mstep: Class 9 contains 47984 members 
Mstep: Class 10 contains 42016 members 
Mstep: Class 11 contains 108015 members 
Mstep: Class 12 contains 38546 members 
Mstep: Class 13 contains 25543 members 
Mstep: Class 14 contains 29462 members 
Mstep: Class 15 contains 246535 members 
Mstep: Class 16 contains 227088 members 
Mstep: Class 17 contains 17022 members 
Mstep: Class 18 contains 177774 members 
Mstep: Class 19 contains 258543 members 
Mstep: Class 20 contains 103419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211296080.000000 Penalty: 68268.703125
Iteration 25Q: 20 clusters Score -2.112961e+08 nChanged 15763
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 3 contains 166417 members 
Mstep: Class 4 contains 64234 members 
Mstep: Class 5 contains 151489 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 62026 members 
Mstep: Class 8 contains 126923 members 
Mstep: Class 9 contains 47951 members 
Mstep: Class 10 contains 42812 members 
Mstep: Class 11 contains 105733 members 
Mstep: Class 12 contains 38396 members 
Mstep: Class 13 contains 24639 members 
Mstep: Class 14 contains 28983 members 
Mstep: Class 15 contains 246874 members 
Mstep: Class 16 contains 225691 members 
Mstep: Class 17 contains 17833 members 
Mstep: Class 18 contains 179279 members 
Mstep: Class 19 contains 258748 members 
Mstep: Class 20 contains 103777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211298896.000000 Penalty: 68268.703125
Iteration 26Q: 20 clusters Score -2.112989e+08 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 3 contains 165816 members 
Mstep: Class 4 contains 64214 members 
Mstep: Class 5 contains 151855 members 
Mstep: Class 6 contains 10267 members 
Mstep: Class 7 contains 62619 members 
Mstep: Class 8 contains 127456 members 
Mstep: Class 9 contains 47955 members 
Mstep: Class 10 contains 43422 members 
Mstep: Class 11 contains 103654 members 
Mstep: Class 12 contains 38248 members 
Mstep: Class 13 contains 23891 members 
Mstep: Class 14 contains 28622 members 
Mstep: Class 15 contains 246837 members 
Mstep: Class 16 contains 224489 members 
Mstep: Class 17 contains 18579 members 
Mstep: Class 18 contains 180612 members 
Mstep: Class 19 contains 259035 members 
Mstep: Class 20 contains 104280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211302336.000000 Penalty: 68268.703125
Iteration 27Q: 20 clusters Score -2.113023e+08 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 3 contains 165341 members 
Mstep: Class 4 contains 64238 members 
Mstep: Class 5 contains 152148 members 
Mstep: Class 6 contains 10028 members 
Mstep: Class 7 contains 63186 members 
Mstep: Class 8 contains 127850 members 
Mstep: Class 9 contains 47989 members 
Mstep: Class 10 contains 43847 members 
Mstep: Class 11 contains 101736 members 
Mstep: Class 12 contains 38112 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 28376 members 
Mstep: Class 15 contains 246692 members 
Mstep: Class 16 contains 223377 members 
Mstep: Class 17 contains 19171 members 
Mstep: Class 18 contains 181804 members 
Mstep: Class 19 contains 259291 members 
Mstep: Class 20 contains 104912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211304432.000000 Penalty: 68268.703125
Iteration 28Q: 20 clusters Score -2.113044e+08 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 3 contains 164936 members 
Mstep: Class 4 contains 64290 members 
Mstep: Class 5 contains 152473 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 63682 members 
Mstep: Class 8 contains 128210 members 
Mstep: Class 9 contains 48040 members 
Mstep: Class 10 contains 44045 members 
Mstep: Class 11 contains 99976 members 
Mstep: Class 12 contains 38000 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 28200 members 
Mstep: Class 15 contains 246358 members 
Mstep: Class 16 contains 222230 members 
Mstep: Class 17 contains 19617 members 
Mstep: Class 18 contains 182946 members 
Mstep: Class 19 contains 259518 members 
Mstep: Class 20 contains 105746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211306112.000000 Penalty: 68268.703125
Iteration 29Q: 20 clusters Score -2.113061e+08 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 3 contains 164591 members 
Mstep: Class 4 contains 64412 members 
Mstep: Class 5 contains 152772 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 64099 members 
Mstep: Class 8 contains 128484 members 
Mstep: Class 9 contains 48145 members 
Mstep: Class 10 contains 44207 members 
Mstep: Class 11 contains 98379 members 
Mstep: Class 12 contains 37931 members 
Mstep: Class 13 contains 22754 members 
Mstep: Class 14 contains 28042 members 
Mstep: Class 15 contains 245931 members 
Mstep: Class 16 contains 220881 members 
Mstep: Class 17 contains 19953 members 
Mstep: Class 18 contains 183968 members 
Mstep: Class 19 contains 259682 members 
Mstep: Class 20 contains 106921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211307104.000000 Penalty: 68268.703125
Iteration 30Q: 20 clusters Score -2.113071e+08 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 3 contains 164249 members 
Mstep: Class 4 contains 64575 members 
Mstep: Class 5 contains 153000 members 
Mstep: Class 6 contains 9571 members 
Mstep: Class 7 contains 64529 members 
Mstep: Class 8 contains 128742 members 
Mstep: Class 9 contains 48243 members 
Mstep: Class 10 contains 44319 members 
Mstep: Class 11 contains 96996 members 
Mstep: Class 12 contains 37875 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 27937 members 
Mstep: Class 15 contains 245369 members 
Mstep: Class 16 contains 219359 members 
Mstep: Class 17 contains 20255 members 
Mstep: Class 18 contains 184793 members 
Mstep: Class 19 contains 259815 members 
Mstep: Class 20 contains 108448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211308480.000000 Penalty: 68268.703125
Iteration 31Q: 20 clusters Score -2.113085e+08 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 3 contains 163917 members 
Mstep: Class 4 contains 64712 members 
Mstep: Class 5 contains 153235 members 
Mstep: Class 6 contains 9493 members 
Mstep: Class 7 contains 64957 members 
Mstep: Class 8 contains 128978 members 
Mstep: Class 9 contains 48385 members 
Mstep: Class 10 contains 44387 members 
Mstep: Class 11 contains 95774 members 
Mstep: Class 12 contains 37836 members 
Mstep: Class 13 contains 22431 members 
Mstep: Class 14 contains 27845 members 
Mstep: Class 15 contains 244749 members 
Mstep: Class 16 contains 217410 members 
Mstep: Class 17 contains 20481 members 
Mstep: Class 18 contains 185462 members 
Mstep: Class 19 contains 259919 members 
Mstep: Class 20 contains 110522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211309392.000000 Penalty: 68268.703125
Iteration 32Q: 20 clusters Score -2.113094e+08 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 3 contains 163606 members 
Mstep: Class 4 contains 64848 members 
Mstep: Class 5 contains 153479 members 
Mstep: Class 6 contains 9429 members 
Mstep: Class 7 contains 65287 members 
Mstep: Class 8 contains 129179 members 
Mstep: Class 9 contains 48522 members 
Mstep: Class 10 contains 44473 members 
Mstep: Class 11 contains 94769 members 
Mstep: Class 12 contains 37826 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 27759 members 
Mstep: Class 15 contains 244064 members 
Mstep: Class 16 contains 214987 members 
Mstep: Class 17 contains 20676 members 
Mstep: Class 18 contains 185914 members 
Mstep: Class 19 contains 259967 members 
Mstep: Class 20 contains 113219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211311632.000000 Penalty: 68268.703125
Iteration 33Q: 20 clusters Score -2.113116e+08 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 3 contains 163262 members 
Mstep: Class 4 contains 64976 members 
Mstep: Class 5 contains 153706 members 
Mstep: Class 6 contains 9395 members 
Mstep: Class 7 contains 65641 members 
Mstep: Class 8 contains 129361 members 
Mstep: Class 9 contains 48675 members 
Mstep: Class 10 contains 44583 members 
Mstep: Class 11 contains 93904 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 22288 members 
Mstep: Class 14 contains 27688 members 
Mstep: Class 15 contains 243230 members 
Mstep: Class 16 contains 212182 members 
Mstep: Class 17 contains 20837 members 
Mstep: Class 18 contains 186217 members 
Mstep: Class 19 contains 259982 members 
Mstep: Class 20 contains 116463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211316448.000000 Penalty: 68268.703125
Iteration 34Q: 20 clusters Score -2.113164e+08 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 3 contains 162977 members 
Mstep: Class 4 contains 65113 members 
Mstep: Class 5 contains 153888 members 
Mstep: Class 6 contains 9366 members 
Mstep: Class 7 contains 66049 members 
Mstep: Class 8 contains 129547 members 
Mstep: Class 9 contains 48840 members 
Mstep: Class 10 contains 44657 members 
Mstep: Class 11 contains 93170 members 
Mstep: Class 12 contains 37854 members 
Mstep: Class 13 contains 22241 members 
Mstep: Class 14 contains 27633 members 
Mstep: Class 15 contains 242258 members 
Mstep: Class 16 contains 209280 members 
Mstep: Class 17 contains 20969 members 
Mstep: Class 18 contains 186366 members 
Mstep: Class 19 contains 259947 members 
Mstep: Class 20 contains 119930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211318256.000000 Penalty: 68268.703125
Iteration 35Q: 20 clusters Score -2.113183e+08 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 3 contains 162785 members 
Mstep: Class 4 contains 65229 members 
Mstep: Class 5 contains 153961 members 
Mstep: Class 6 contains 9340 members 
Mstep: Class 7 contains 66476 members 
Mstep: Class 8 contains 129735 members 
Mstep: Class 9 contains 48995 members 
Mstep: Class 10 contains 44791 members 
Mstep: Class 11 contains 92588 members 
Mstep: Class 12 contains 37870 members 
Mstep: Class 13 contains 22209 members 
Mstep: Class 14 contains 27589 members 
Mstep: Class 15 contains 241270 members 
Mstep: Class 16 contains 206825 members 
Mstep: Class 17 contains 21076 members 
Mstep: Class 18 contains 186430 members 
Mstep: Class 19 contains 259808 members 
Mstep: Class 20 contains 122982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211320304.000000 Penalty: 68268.703125
Iteration 36Q: 20 clusters Score -2.113203e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 3 contains 162694 members 
Mstep: Class 4 contains 65326 members 
Mstep: Class 5 contains 153984 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 66966 members 
Mstep: Class 8 contains 129902 members 
Mstep: Class 9 contains 49155 members 
Mstep: Class 10 contains 44973 members 
Mstep: Class 11 contains 92081 members 
Mstep: Class 12 contains 37884 members 
Mstep: Class 13 contains 22180 members 
Mstep: Class 14 contains 27512 members 
Mstep: Class 15 contains 240252 members 
Mstep: Class 16 contains 204877 members 
Mstep: Class 17 contains 21166 members 
Mstep: Class 18 contains 186481 members 
Mstep: Class 19 contains 259578 members 
Mstep: Class 20 contains 125536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211321696.000000 Penalty: 68268.703125
Iteration 37Q: 20 clusters Score -2.113217e+08 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 3 contains 162732 members 
Mstep: Class 4 contains 65429 members 
Mstep: Class 5 contains 153925 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 67576 members 
Mstep: Class 8 contains 130090 members 
Mstep: Class 9 contains 49306 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 11 contains 91610 members 
Mstep: Class 12 contains 37911 members 
Mstep: Class 13 contains 22171 members 
Mstep: Class 14 contains 27456 members 
Mstep: Class 15 contains 239274 members 
Mstep: Class 16 contains 203684 members 
Mstep: Class 17 contains 21221 members 
Mstep: Class 18 contains 186463 members 
Mstep: Class 19 contains 259286 members 
Mstep: Class 20 contains 127269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211321712.000000 Penalty: 68268.703125
Iteration 38Q: 20 clusters Score -2.113217e+08 nChanged 6529
Entering ConstructFrom: 
Score: -211321712.000000 Penalty: 68268.703125
Entering ConstructFrom: 
Trying to split cluster 1 (59819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Entering Unmasked Estep 
Score: -6674957.500000 Penalty: 2727.771484
	Iteration 0F: 2 clusters Score -6674958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -6634837.500000 Penalty: 5455.542969
	Iteration 0F: 3 clusters Score -6634838 nChanged 27768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6651446.000000 Penalty: 5455.542969
	Iteration 1F: 3 clusters Score -6651446 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6653962.000000 Penalty: 5455.542969
	Iteration 2F: 3 clusters Score -6653962 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6657885.500000 Penalty: 5455.542969
	Iteration 3F: 3 clusters Score -6657886 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6662196.500000 Penalty: 5455.542969
	Iteration 4F: 3 clusters Score -6662196 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -6665795.000000 Penalty: 5455.542969
	Iteration 5F: 3 clusters Score -6665795 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -6668154.000000 Penalty: 5455.542969
	Iteration 6F: 3 clusters Score -6668154 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -6669774.500000 Penalty: 5455.542969
	Iteration 7F: 3 clusters Score -6669774 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6671110.500000 Penalty: 5455.542969
	Iteration 8Q: 3 clusters Score -6671110 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -6672258.000000 Penalty: 5455.542969
	Iteration 9Q: 3 clusters Score -6672258 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -6673125.000000 Penalty: 5455.542969
	Iteration 10Q: 3 clusters Score -6673125 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6673904.000000 Penalty: 5455.542969
	Iteration 11Q: 3 clusters Score -6673904 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -6674756.500000 Penalty: 5455.542969
	Iteration 12Q: 3 clusters Score -6674756 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -6675908.000000 Penalty: 5455.542969
	Iteration 13Q: 3 clusters Score -6675908 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6677897.000000 Penalty: 5455.542969
	Iteration 14Q: 3 clusters Score -6677897 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6680926.000000 Penalty: 5455.542969
	Iteration 15Q: 3 clusters Score -6680926 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -6685747.000000 Penalty: 5455.542969
	Iteration 16F: 3 clusters Score -6685747 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -6692516.500000 Penalty: 5455.542969
	Iteration 17F: 3 clusters Score -6692516 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -6697701.500000 Penalty: 5455.542969
	Iteration 18F: 3 clusters Score -6697702 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6699177.000000 Penalty: 5455.542969
	Iteration 19Q: 3 clusters Score -6699177 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -6699832.500000 Penalty: 5455.542969
	Iteration 20F: 3 clusters Score -6699832 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6700116.000000 Penalty: 5455.542969
	Iteration 21Q: 3 clusters Score -6700116 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -6700189.500000 Penalty: 5455.542969
	Iteration 22Q: 3 clusters Score -6700190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -6700232.000000 Penalty: 5455.542969
	Iteration 23Q: 3 clusters Score -6700232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6700236.500000 Penalty: 5455.542969
	Iteration 24Q: 3 clusters Score -6700236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -6700245.000000 Penalty: 5455.542969
	Iteration 25Q: 3 clusters Score -6700245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -6700249.000000 Penalty: 5455.542969
	Iteration 26Q: 3 clusters Score -6700249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -6700241.500000 Penalty: 5455.542969
	Iteration 27Q: 3 clusters Score -6700242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -6700246.000000 Penalty: 5455.542969
	Iteration 28Q: 3 clusters Score -6700246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -6700239.500000 Penalty: 5455.542969
	Iteration 29Q: 3 clusters Score -6700240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -6700240.000000 Penalty: 5455.542969
	Iteration 30Q: 3 clusters Score -6700240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -6700237.000000 Penalty: 5455.542969
	Iteration 31Q: 3 clusters Score -6700237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -6700240.500000 Penalty: 5455.542969
	Iteration 32Q: 3 clusters Score -6700240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -6700233.000000 Penalty: 5455.542969
	Iteration 33Q: 3 clusters Score -6700233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -6700234.500000 Penalty: 5455.542969
	Iteration 34Q: 3 clusters Score -6700234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -6700237.000000 Penalty: 5455.542969
	Iteration 35Q: 3 clusters Score -6700237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -6700237.000000 Penalty: 5455.542969
	Iteration 36F: 3 clusters Score -6700237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 162797 members 
Mstep: Class 4 contains 65534 members 
Mstep: Class 5 contains 153837 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 68221 members 
Mstep: Class 8 contains 130230 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Entering Unmasked Estep 
Score: -211338976.000000 Penalty: 71861.789062
Splitting cluster 1 changes total score from -211321712.000000 to -211338976.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (162797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162797 members 
Entering Unmasked Estep 
Score: -18346322.000000 Penalty: 2976.064453
	Iteration 0F: 2 clusters Score -1.834632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -18237844.000000 Penalty: 5952.128906
	Iteration 0F: 3 clusters Score -1.823784e+07 nChanged 78092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -18284444.000000 Penalty: 5952.128906
	Iteration 1F: 3 clusters Score -1.828444e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -18287852.000000 Penalty: 5952.128906
	Iteration 2Q: 3 clusters Score -1.828785e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -18295198.000000 Penalty: 5952.128906
	Iteration 3F: 3 clusters Score -1.82952e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -18308334.000000 Penalty: 5952.128906
	Iteration 4F: 3 clusters Score -1.830833e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -18324994.000000 Penalty: 5952.128906
	Iteration 5F: 3 clusters Score -1.832499e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -18339118.000000 Penalty: 5952.128906
	Iteration 6F: 3 clusters Score -1.833912e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -18346786.000000 Penalty: 5952.128906
	Iteration 7F: 3 clusters Score -1.834679e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -18350870.000000 Penalty: 5952.128906
	Iteration 8Q: 3 clusters Score -1.835087e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105574 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -18353598.000000 Penalty: 5952.128906
	Iteration 9Q: 3 clusters Score -1.83536e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -18355368.000000 Penalty: 5952.128906
	Iteration 10Q: 3 clusters Score -1.835537e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -18356552.000000 Penalty: 5952.128906
	Iteration 11Q: 3 clusters Score -1.835655e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -18357300.000000 Penalty: 5952.128906
	Iteration 12Q: 3 clusters Score -1.83573e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -18357870.000000 Penalty: 5952.128906
	Iteration 13Q: 3 clusters Score -1.835787e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111710 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -18358248.000000 Penalty: 5952.128906
	Iteration 14Q: 3 clusters Score -1.835825e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -18358578.000000 Penalty: 5952.128906
	Iteration 15Q: 3 clusters Score -1.835858e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -18358860.000000 Penalty: 5952.128906
	Iteration 16Q: 3 clusters Score -1.835886e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115079 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -18359410.000000 Penalty: 5952.128906
	Iteration 17Q: 3 clusters Score -1.835941e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -18360078.000000 Penalty: 5952.128906
	Iteration 18Q: 3 clusters Score -1.836008e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117571 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -18360800.000000 Penalty: 5952.128906
	Iteration 19Q: 3 clusters Score -1.83608e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -18361396.000000 Penalty: 5952.128906
	Iteration 20F: 3 clusters Score -1.83614e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119703 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -18361678.000000 Penalty: 5952.128906
	Iteration 21Q: 3 clusters Score -1.836168e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -18361976.000000 Penalty: 5952.128906
	Iteration 22Q: 3 clusters Score -1.836198e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -18362000.000000 Penalty: 5952.128906
	Iteration 23Q: 3 clusters Score -1.8362e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -18362202.000000 Penalty: 5952.128906
	Iteration 24Q: 3 clusters Score -1.83622e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122424 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -18362248.000000 Penalty: 5952.128906
	Iteration 25Q: 3 clusters Score -1.836225e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -18362246.000000 Penalty: 5952.128906
	Iteration 26Q: 3 clusters Score -1.836225e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -18362232.000000 Penalty: 5952.128906
	Iteration 27Q: 3 clusters Score -1.836223e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123699 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -18362294.000000 Penalty: 5952.128906
	Iteration 28Q: 3 clusters Score -1.836229e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124036 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -18362280.000000 Penalty: 5952.128906
	Iteration 29Q: 3 clusters Score -1.836228e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -18362244.000000 Penalty: 5952.128906
	Iteration 30Q: 3 clusters Score -1.836224e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124676 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -18362260.000000 Penalty: 5952.128906
	Iteration 31Q: 3 clusters Score -1.836226e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125007 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -18362252.000000 Penalty: 5952.128906
	Iteration 32Q: 3 clusters Score -1.836225e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -18362252.000000 Penalty: 5952.128906
	Iteration 33Q: 3 clusters Score -1.836225e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125601 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -18362288.000000 Penalty: 5952.128906
	Iteration 34Q: 3 clusters Score -1.836229e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -18362324.000000 Penalty: 5952.128906
	Iteration 35Q: 3 clusters Score -1.836232e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -18362356.000000 Penalty: 5952.128906
	Iteration 36Q: 3 clusters Score -1.836236e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -18362436.000000 Penalty: 5952.128906
	Iteration 37Q: 3 clusters Score -1.836244e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -18362442.000000 Penalty: 5952.128906
	Iteration 38Q: 3 clusters Score -1.836244e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127074 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -18362440.000000 Penalty: 5952.128906
	Iteration 39Q: 3 clusters Score -1.836244e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -18362484.000000 Penalty: 5952.128906
	Iteration 40F: 3 clusters Score -1.836248e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -18362560.000000 Penalty: 5952.128906
	Iteration 41Q: 3 clusters Score -1.836256e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -18362618.000000 Penalty: 5952.128906
	Iteration 42Q: 3 clusters Score -1.836262e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -18362670.000000 Penalty: 5952.128906
	Iteration 43Q: 3 clusters Score -1.836267e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -18362792.000000 Penalty: 5952.128906
	Iteration 44Q: 3 clusters Score -1.836279e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -18362864.000000 Penalty: 5952.128906
	Iteration 45Q: 3 clusters Score -1.836286e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -18362838.000000 Penalty: 5952.128906
	Iteration 46Q: 3 clusters Score -1.836284e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -18362912.000000 Penalty: 5952.128906
	Iteration 47Q: 3 clusters Score -1.836291e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -18362964.000000 Penalty: 5952.128906
	Iteration 48Q: 3 clusters Score -1.836296e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -18363004.000000 Penalty: 5952.128906
	Iteration 49Q: 3 clusters Score -1.8363e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -18362966.000000 Penalty: 5952.128906
	Iteration 50Q: 3 clusters Score -1.836297e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -18363004.000000 Penalty: 5952.128906
	Iteration 51Q: 3 clusters Score -1.8363e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -18362978.000000 Penalty: 5952.128906
	Iteration 52Q: 3 clusters Score -1.836298e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130855 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -18363010.000000 Penalty: 5952.128906
	Iteration 53Q: 3 clusters Score -1.836301e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -18363032.000000 Penalty: 5952.128906
	Iteration 54Q: 3 clusters Score -1.836303e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -18363052.000000 Penalty: 5952.128906
	Iteration 55Q: 3 clusters Score -1.836305e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -18363062.000000 Penalty: 5952.128906
	Iteration 56Q: 3 clusters Score -1.836306e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131376 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -18363030.000000 Penalty: 5952.128906
	Iteration 57Q: 3 clusters Score -1.836303e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131504 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -18363040.000000 Penalty: 5952.128906
	Iteration 58Q: 3 clusters Score -1.836304e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -18363044.000000 Penalty: 5952.128906
	Iteration 59Q: 3 clusters Score -1.836304e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131716 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -18363052.000000 Penalty: 5952.128906
	Iteration 60F: 3 clusters Score -1.836305e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -18363044.000000 Penalty: 5952.128906
	Iteration 61Q: 3 clusters Score -1.836304e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131892 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -18363082.000000 Penalty: 5952.128906
	Iteration 62Q: 3 clusters Score -1.836308e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -18363092.000000 Penalty: 5952.128906
	Iteration 63Q: 3 clusters Score -1.836309e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132012 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -18363078.000000 Penalty: 5952.128906
	Iteration 64Q: 3 clusters Score -1.836308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -18363112.000000 Penalty: 5952.128906
	Iteration 65Q: 3 clusters Score -1.836311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -18363102.000000 Penalty: 5952.128906
	Iteration 66Q: 3 clusters Score -1.83631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -18363100.000000 Penalty: 5952.128906
	Iteration 67Q: 3 clusters Score -1.83631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -18363090.000000 Penalty: 5952.128906
	Iteration 68Q: 3 clusters Score -1.836309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -18363102.000000 Penalty: 5952.128906
	Iteration 69Q: 3 clusters Score -1.83631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -18363082.000000 Penalty: 5952.128906
	Iteration 70Q: 3 clusters Score -1.836308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -18363064.000000 Penalty: 5952.128906
	Iteration 71Q: 3 clusters Score -1.836306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132207 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -18363074.000000 Penalty: 5952.128906
	Iteration 72Q: 3 clusters Score -1.836307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132215 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -18363072.000000 Penalty: 5952.128906
	Iteration 73Q: 3 clusters Score -1.836307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -18363072.000000 Penalty: 5952.128906
	Iteration 74Q: 3 clusters Score -1.836307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132228 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -18363068.000000 Penalty: 5952.128906
	Iteration 75Q: 3 clusters Score -1.836307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132234 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -18363058.000000 Penalty: 5952.128906
	Iteration 76Q: 3 clusters Score -1.836306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132241 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -18363058.000000 Penalty: 5952.128906
	Iteration 77Q: 3 clusters Score -1.836306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132247 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -18363050.000000 Penalty: 5952.128906
	Iteration 78Q: 3 clusters Score -1.836305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -18363062.000000 Penalty: 5952.128906
	Iteration 79Q: 3 clusters Score -1.836306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -18363062.000000 Penalty: 5952.128906
	Iteration 80F: 3 clusters Score -1.836306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 65534 members 
Mstep: Class 5 contains 153837 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 68221 members 
Mstep: Class 8 contains 130230 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Entering Unmasked Estep 
Score: -211350576.000000 Penalty: 75454.882812
Splitting cluster 3 changes total score from -211321712.000000 to -211350576.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (65534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Entering Unmasked Estep 
Score: -6912479.500000 Penalty: 2750.400391
	Iteration 0F: 2 clusters Score -6912480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -6868810.000000 Penalty: 5500.800781
	Iteration 0F: 3 clusters Score -6868810 nChanged 30647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -6889152.500000 Penalty: 5500.800781
	Iteration 1F: 3 clusters Score -6889152 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -6895268.500000 Penalty: 5500.800781
	Iteration 2F: 3 clusters Score -6895268 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6903043.500000 Penalty: 5500.800781
	Iteration 3F: 3 clusters Score -6903044 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -6909484.500000 Penalty: 5500.800781
	Iteration 4F: 3 clusters Score -6909484 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -6912853.500000 Penalty: 5500.800781
	Iteration 5F: 3 clusters Score -6912854 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -6914231.500000 Penalty: 5500.800781
	Iteration 6Q: 3 clusters Score -6914232 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6914704.500000 Penalty: 5500.800781
	Iteration 7Q: 3 clusters Score -6914704 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -6914989.500000 Penalty: 5500.800781
	Iteration 8Q: 3 clusters Score -6914990 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -6915174.000000 Penalty: 5500.800781
	Iteration 9Q: 3 clusters Score -6915174 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -6915273.000000 Penalty: 5500.800781
	Iteration 10Q: 3 clusters Score -6915273 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -6915391.000000 Penalty: 5500.800781
	Iteration 11Q: 3 clusters Score -6915391 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6915523.000000 Penalty: 5500.800781
	Iteration 12Q: 3 clusters Score -6915523 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -6915659.000000 Penalty: 5500.800781
	Iteration 13Q: 3 clusters Score -6915659 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -6915781.500000 Penalty: 5500.800781
	Iteration 14Q: 3 clusters Score -6915782 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -6915893.500000 Penalty: 5500.800781
	Iteration 15Q: 3 clusters Score -6915894 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6916028.500000 Penalty: 5500.800781
	Iteration 16Q: 3 clusters Score -6916028 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -6916142.500000 Penalty: 5500.800781
	Iteration 17Q: 3 clusters Score -6916142 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -6916309.500000 Penalty: 5500.800781
	Iteration 18Q: 3 clusters Score -6916310 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -6916522.000000 Penalty: 5500.800781
	Iteration 19Q: 3 clusters Score -6916522 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6916725.500000 Penalty: 5500.800781
	Iteration 20F: 3 clusters Score -6916726 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -6917001.500000 Penalty: 5500.800781
	Iteration 21Q: 3 clusters Score -6917002 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -6917282.500000 Penalty: 5500.800781
	Iteration 22Q: 3 clusters Score -6917282 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -6917694.500000 Penalty: 5500.800781
	Iteration 23Q: 3 clusters Score -6917694 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -6918225.000000 Penalty: 5500.800781
	Iteration 24Q: 3 clusters Score -6918225 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -6918693.000000 Penalty: 5500.800781
	Iteration 25Q: 3 clusters Score -6918693 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -6919168.000000 Penalty: 5500.800781
	Iteration 26Q: 3 clusters Score -6919168 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -6919510.500000 Penalty: 5500.800781
	Iteration 27Q: 3 clusters Score -6919510 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -6919749.000000 Penalty: 5500.800781
	Iteration 28Q: 3 clusters Score -6919749 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -6919946.000000 Penalty: 5500.800781
	Iteration 29Q: 3 clusters Score -6919946 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -6920135.000000 Penalty: 5500.800781
	Iteration 30Q: 3 clusters Score -6920135 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -6920301.000000 Penalty: 5500.800781
	Iteration 31Q: 3 clusters Score -6920301 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -6920622.000000 Penalty: 5500.800781
	Iteration 32Q: 3 clusters Score -6920622 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6921318.500000 Penalty: 5500.800781
	Iteration 33Q: 3 clusters Score -6921318 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -6923285.500000 Penalty: 5500.800781
	Iteration 34Q: 3 clusters Score -6923286 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6927717.500000 Penalty: 5500.800781
	Iteration 35Q: 3 clusters Score -6927718 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6931213.000000 Penalty: 5500.800781
	Iteration 36Q: 3 clusters Score -6931213 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -6933202.500000 Penalty: 5500.800781
	Iteration 37Q: 3 clusters Score -6933202 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6934483.500000 Penalty: 5500.800781
	Iteration 38Q: 3 clusters Score -6934484 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6935054.500000 Penalty: 5500.800781
	Iteration 39Q: 3 clusters Score -6935054 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -6935218.500000 Penalty: 5500.800781
	Iteration 40F: 3 clusters Score -6935218 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6935268.000000 Penalty: 5500.800781
	Iteration 41Q: 3 clusters Score -6935268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6935313.000000 Penalty: 5500.800781
	Iteration 42Q: 3 clusters Score -6935313 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6935337.500000 Penalty: 5500.800781
	Iteration 43Q: 3 clusters Score -6935338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6935411.000000 Penalty: 5500.800781
	Iteration 44Q: 3 clusters Score -6935411 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -6935466.000000 Penalty: 5500.800781
	Iteration 45Q: 3 clusters Score -6935466 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -6935482.500000 Penalty: 5500.800781
	Iteration 46Q: 3 clusters Score -6935482 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -6935548.000000 Penalty: 5500.800781
	Iteration 47Q: 3 clusters Score -6935548 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6935594.000000 Penalty: 5500.800781
	Iteration 48Q: 3 clusters Score -6935594 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6935638.500000 Penalty: 5500.800781
	Iteration 49Q: 3 clusters Score -6935638 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -6935699.500000 Penalty: 5500.800781
	Iteration 50Q: 3 clusters Score -6935700 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -6935769.000000 Penalty: 5500.800781
	Iteration 51Q: 3 clusters Score -6935769 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6935837.000000 Penalty: 5500.800781
	Iteration 52Q: 3 clusters Score -6935837 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -6935909.500000 Penalty: 5500.800781
	Iteration 53Q: 3 clusters Score -6935910 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -6935940.500000 Penalty: 5500.800781
	Iteration 54Q: 3 clusters Score -6935940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6935950.000000 Penalty: 5500.800781
	Iteration 55Q: 3 clusters Score -6935950 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -6935956.500000 Penalty: 5500.800781
	Iteration 56Q: 3 clusters Score -6935956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6935972.500000 Penalty: 5500.800781
	Iteration 57Q: 3 clusters Score -6935972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -6935985.000000 Penalty: 5500.800781
	Iteration 58Q: 3 clusters Score -6935985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -6936005.500000 Penalty: 5500.800781
	Iteration 59Q: 3 clusters Score -6936006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -6936000.500000 Penalty: 5500.800781
	Iteration 60F: 3 clusters Score -6936000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -6936004.000000 Penalty: 5500.800781
	Iteration 61Q: 3 clusters Score -6936004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -6936000.500000 Penalty: 5500.800781
	Iteration 62Q: 3 clusters Score -6936000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -6936004.500000 Penalty: 5500.800781
	Iteration 63Q: 3 clusters Score -6936004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -6936000.000000 Penalty: 5500.800781
	Iteration 64Q: 3 clusters Score -6936000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -6936010.500000 Penalty: 5500.800781
	Iteration 65Q: 3 clusters Score -6936010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6936020.500000 Penalty: 5500.800781
	Iteration 66Q: 3 clusters Score -6936020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -6936011.000000 Penalty: 5500.800781
	Iteration 67Q: 3 clusters Score -6936011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6936007.000000 Penalty: 5500.800781
	Iteration 68Q: 3 clusters Score -6936007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -6936002.500000 Penalty: 5500.800781
	Iteration 69Q: 3 clusters Score -6936002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -6935994.500000 Penalty: 5500.800781
	Iteration 70Q: 3 clusters Score -6935994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -6936002.500000 Penalty: 5500.800781
	Iteration 71Q: 3 clusters Score -6936002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -6936004.000000 Penalty: 5500.800781
	Iteration 72Q: 3 clusters Score -6936004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -6936008.500000 Penalty: 5500.800781
	Iteration 73Q: 3 clusters Score -6936008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -6936007.500000 Penalty: 5500.800781
	Iteration 74Q: 3 clusters Score -6936008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -6936003.500000 Penalty: 5500.800781
	Iteration 75Q: 3 clusters Score -6936004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -6936002.000000 Penalty: 5500.800781
	Iteration 76Q: 3 clusters Score -6936002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6935998.500000 Penalty: 5500.800781
	Iteration 77Q: 3 clusters Score -6935998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -6936001.500000 Penalty: 5500.800781
	Iteration 78Q: 3 clusters Score -6936002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -6936000.500000 Penalty: 5500.800781
	Iteration 79Q: 3 clusters Score -6936000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -6935996.000000 Penalty: 5500.800781
	Iteration 80F: 3 clusters Score -6935996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -6935994.000000 Penalty: 5500.800781
	Iteration 81Q: 3 clusters Score -6935994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -6935994.000000 Penalty: 5500.800781
	Iteration 82F: 3 clusters Score -6935994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 153837 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 68221 members 
Mstep: Class 8 contains 130230 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Entering Unmasked Estep 
Score: -211377440.000000 Penalty: 79047.968750
Splitting cluster 4 changes total score from -211321712.000000 to -211377440.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (153837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153837 members 
Entering Unmasked Estep 
Score: -17605152.000000 Penalty: 2962.024902
	Iteration 0F: 2 clusters Score -1.760515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -17501856.000000 Penalty: 5924.049805
	Iteration 0F: 3 clusters Score -1.750186e+07 nChanged 73591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -17547782.000000 Penalty: 5924.049805
	Iteration 1F: 3 clusters Score -1.754778e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -17556328.000000 Penalty: 5924.049805
	Iteration 2F: 3 clusters Score -1.755633e+07 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -17580900.000000 Penalty: 5924.049805
	Iteration 3F: 3 clusters Score -1.75809e+07 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -17615410.000000 Penalty: 5924.049805
	Iteration 4F: 3 clusters Score -1.761541e+07 nChanged 18574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -17634300.000000 Penalty: 5924.049805
	Iteration 5F: 3 clusters Score -1.76343e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -17640088.000000 Penalty: 5924.049805
	Iteration 6F: 3 clusters Score -1.764009e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -17641618.000000 Penalty: 5924.049805
	Iteration 7Q: 3 clusters Score -1.764162e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -17642334.000000 Penalty: 5924.049805
	Iteration 8Q: 3 clusters Score -1.764233e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 128204 members 
Entering Unmasked Estep 
Score: -17642648.000000 Penalty: 5924.049805
	Iteration 9Q: 3 clusters Score -1.764265e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 129484 members 
Entering Unmasked Estep 
Score: -17642984.000000 Penalty: 5924.049805
	Iteration 10Q: 3 clusters Score -1.764298e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -17643190.000000 Penalty: 5924.049805
	Iteration 11Q: 3 clusters Score -1.764319e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 131274 members 
Entering Unmasked Estep 
Score: -17643300.000000 Penalty: 5924.049805
	Iteration 12Q: 3 clusters Score -1.76433e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 131872 members 
Entering Unmasked Estep 
Score: -17643312.000000 Penalty: 5924.049805
	Iteration 13Q: 3 clusters Score -1.764331e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 132342 members 
Entering Unmasked Estep 
Score: -17643364.000000 Penalty: 5924.049805
	Iteration 14Q: 3 clusters Score -1.764336e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 132698 members 
Entering Unmasked Estep 
Score: -17643422.000000 Penalty: 5924.049805
	Iteration 15Q: 3 clusters Score -1.764342e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -17643424.000000 Penalty: 5924.049805
	Iteration 16Q: 3 clusters Score -1.764342e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 133173 members 
Entering Unmasked Estep 
Score: -17643424.000000 Penalty: 5924.049805
	Iteration 17Q: 3 clusters Score -1.764342e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -17643410.000000 Penalty: 5924.049805
	Iteration 18Q: 3 clusters Score -1.764341e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -17643464.000000 Penalty: 5924.049805
	Iteration 19Q: 3 clusters Score -1.764346e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 133570 members 
Entering Unmasked Estep 
Score: -17643444.000000 Penalty: 5924.049805
	Iteration 20F: 3 clusters Score -1.764344e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
Score: -17643438.000000 Penalty: 5924.049805
	Iteration 21Q: 3 clusters Score -1.764344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 133708 members 
Entering Unmasked Estep 
Score: -17643432.000000 Penalty: 5924.049805
	Iteration 22Q: 3 clusters Score -1.764343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -17643410.000000 Penalty: 5924.049805
	Iteration 23Q: 3 clusters Score -1.764341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -17643420.000000 Penalty: 5924.049805
	Iteration 24Q: 3 clusters Score -1.764342e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
Score: -17643424.000000 Penalty: 5924.049805
	Iteration 25Q: 3 clusters Score -1.764342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -17643418.000000 Penalty: 5924.049805
	Iteration 26Q: 3 clusters Score -1.764342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 133885 members 
Entering Unmasked Estep 
Score: -17643422.000000 Penalty: 5924.049805
	Iteration 27Q: 3 clusters Score -1.764342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 133892 members 
Entering Unmasked Estep 
Score: -17643420.000000 Penalty: 5924.049805
	Iteration 28Q: 3 clusters Score -1.764342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -17643418.000000 Penalty: 5924.049805
	Iteration 29Q: 3 clusters Score -1.764342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 133899 members 
Entering Unmasked Estep 
Score: -17643418.000000 Penalty: 5924.049805
	Iteration 30Q: 3 clusters Score -1.764342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -17643420.000000 Penalty: 5924.049805
	Iteration 31Q: 3 clusters Score -1.764342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -17643430.000000 Penalty: 5924.049805
	Iteration 32Q: 3 clusters Score -1.764343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 133912 members 
Entering Unmasked Estep 
Score: -17643434.000000 Penalty: 5924.049805
	Iteration 33Q: 3 clusters Score -1.764343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 133915 members 
Entering Unmasked Estep 
Score: -17643422.000000 Penalty: 5924.049805
	Iteration 34Q: 3 clusters Score -1.764342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 133918 members 
Entering Unmasked Estep 
Score: -17643434.000000 Penalty: 5924.049805
	Iteration 35Q: 3 clusters Score -1.764343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -17643438.000000 Penalty: 5924.049805
	Iteration 36Q: 3 clusters Score -1.764344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 133922 members 
Entering Unmasked Estep 
Score: -17643440.000000 Penalty: 5924.049805
	Iteration 37Q: 3 clusters Score -1.764344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 133922 members 
Entering Unmasked Estep 
Score: -17643440.000000 Penalty: 5924.049805
	Iteration 38F: 3 clusters Score -1.764344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 9302 members 
Mstep: Class 7 contains 68221 members 
Mstep: Class 8 contains 130230 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Entering Unmasked Estep 
Score: -211421296.000000 Penalty: 82641.054688
Splitting cluster 5 changes total score from -211321712.000000 to -211421296.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (9302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Entering Unmasked Estep 
Score: -915218.875000 Penalty: 2266.220215
	Iteration 0F: 2 clusters Score -915218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -908379.687500 Penalty: 4532.440430
	Iteration 0F: 3 clusters Score -908379.7 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -920079.500000 Penalty: 4532.440430
	Iteration 1F: 3 clusters Score -920079.5 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -928937.937500 Penalty: 4532.440430
	Iteration 2F: 3 clusters Score -928937.9 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -937722.750000 Penalty: 4532.440430
	Iteration 3F: 3 clusters Score -937722.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -940672.250000 Penalty: 4532.440430
	Iteration 4Q: 3 clusters Score -940672.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -941920.375000 Penalty: 4532.440430
	Iteration 5Q: 3 clusters Score -941920.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -942740.812500 Penalty: 4532.440430
	Iteration 6Q: 3 clusters Score -942740.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -943412.187500 Penalty: 4532.440430
	Iteration 7Q: 3 clusters Score -943412.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -943925.187500 Penalty: 4532.440430
	Iteration 8Q: 3 clusters Score -943925.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -944285.375000 Penalty: 4532.440430
	Iteration 9Q: 3 clusters Score -944285.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -944502.312500 Penalty: 4532.440430
	Iteration 10Q: 3 clusters Score -944502.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -944702.750000 Penalty: 4532.440430
	Iteration 11Q: 3 clusters Score -944702.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -944869.750000 Penalty: 4532.440430
	Iteration 12Q: 3 clusters Score -944869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -945008.437500 Penalty: 4532.440430
	Iteration 13Q: 3 clusters Score -945008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -945084.500000 Penalty: 4532.440430
	Iteration 14Q: 3 clusters Score -945084.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -945182.125000 Penalty: 4532.440430
	Iteration 15Q: 3 clusters Score -945182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -945232.312500 Penalty: 4532.440430
	Iteration 16Q: 3 clusters Score -945232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -945287.125000 Penalty: 4532.440430
	Iteration 17Q: 3 clusters Score -945287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -945347.375000 Penalty: 4532.440430
	Iteration 18Q: 3 clusters Score -945347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -945410.000000 Penalty: 4532.440430
	Iteration 19Q: 3 clusters Score -945410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -946715.250000 Penalty: 4532.440430
	Iteration 20F: 3 clusters Score -946715.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -952843.750000 Penalty: 4532.440430
	Iteration 21Q: 3 clusters Score -952843.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -955869.437500 Penalty: 4532.440430
	Iteration 22Q: 3 clusters Score -955869.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -955970.562500 Penalty: 4532.440430
	Iteration 23Q: 3 clusters Score -955970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -956004.750000 Penalty: 4532.440430
	Iteration 24Q: 3 clusters Score -956004.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -956029.812500 Penalty: 4532.440430
	Iteration 25Q: 3 clusters Score -956029.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -956060.750000 Penalty: 4532.440430
	Iteration 26Q: 3 clusters Score -956060.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -956099.250000 Penalty: 4532.440430
	Iteration 27Q: 3 clusters Score -956099.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -956130.875000 Penalty: 4532.440430
	Iteration 28Q: 3 clusters Score -956130.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -956141.625000 Penalty: 4532.440430
	Iteration 29Q: 3 clusters Score -956141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -956153.250000 Penalty: 4532.440430
	Iteration 30Q: 3 clusters Score -956153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -956155.312500 Penalty: 4532.440430
	Iteration 31Q: 3 clusters Score -956155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -956158.687500 Penalty: 4532.440430
	Iteration 32Q: 3 clusters Score -956158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -956159.562500 Penalty: 4532.440430
	Iteration 33Q: 3 clusters Score -956159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -956157.375000 Penalty: 4532.440430
	Iteration 34Q: 3 clusters Score -956157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -956160.375000 Penalty: 4532.440430
	Iteration 35Q: 3 clusters Score -956160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -956161.312500 Penalty: 4532.440430
	Iteration 36F: 3 clusters Score -956161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -956164.375000 Penalty: 4532.440430
	Iteration 37Q: 3 clusters Score -956164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -956163.687500 Penalty: 4532.440430
	Iteration 38Q: 3 clusters Score -956163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -956163.687500 Penalty: 4532.440430
	Iteration 39F: 3 clusters Score -956163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 68221 members 
Mstep: Class 8 contains 130230 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Entering Unmasked Estep 
Score: -211463264.000000 Penalty: 86234.148438
Splitting cluster 6 changes total score from -211321712.000000 to -211463264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (68221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Entering Unmasked Estep 
Score: -6986973.500000 Penalty: 2760.365967
	Iteration 0F: 2 clusters Score -6986974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6941178.000000 Penalty: 5520.731934
	Iteration 0F: 3 clusters Score -6941178 nChanged 32034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6961289.000000 Penalty: 5520.731934
	Iteration 1F: 3 clusters Score -6961289 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6965161.000000 Penalty: 5520.731934
	Iteration 2F: 3 clusters Score -6965161 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -6970347.500000 Penalty: 5520.731934
	Iteration 3F: 3 clusters Score -6970348 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -6974887.000000 Penalty: 5520.731934
	Iteration 4F: 3 clusters Score -6974887 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -6977672.000000 Penalty: 5520.731934
	Iteration 5F: 3 clusters Score -6977672 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -6979326.000000 Penalty: 5520.731934
	Iteration 6F: 3 clusters Score -6979326 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -6980331.500000 Penalty: 5520.731934
	Iteration 7Q: 3 clusters Score -6980332 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -6980934.000000 Penalty: 5520.731934
	Iteration 8Q: 3 clusters Score -6980934 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -6981485.000000 Penalty: 5520.731934
	Iteration 9Q: 3 clusters Score -6981485 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -6982116.000000 Penalty: 5520.731934
	Iteration 10Q: 3 clusters Score -6982116 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -6982845.500000 Penalty: 5520.731934
	Iteration 11Q: 3 clusters Score -6982846 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -6983593.500000 Penalty: 5520.731934
	Iteration 12Q: 3 clusters Score -6983594 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -6984369.500000 Penalty: 5520.731934
	Iteration 13Q: 3 clusters Score -6984370 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -6985160.500000 Penalty: 5520.731934
	Iteration 14Q: 3 clusters Score -6985160 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -6985871.000000 Penalty: 5520.731934
	Iteration 15Q: 3 clusters Score -6985871 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -6986615.000000 Penalty: 5520.731934
	Iteration 16Q: 3 clusters Score -6986615 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -6987293.000000 Penalty: 5520.731934
	Iteration 17Q: 3 clusters Score -6987293 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -6987873.000000 Penalty: 5520.731934
	Iteration 18Q: 3 clusters Score -6987873 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -6988348.000000 Penalty: 5520.731934
	Iteration 19Q: 3 clusters Score -6988348 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -6988819.500000 Penalty: 5520.731934
	Iteration 20F: 3 clusters Score -6988820 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6989213.500000 Penalty: 5520.731934
	Iteration 21Q: 3 clusters Score -6989214 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -6989538.500000 Penalty: 5520.731934
	Iteration 22Q: 3 clusters Score -6989538 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6989877.500000 Penalty: 5520.731934
	Iteration 23Q: 3 clusters Score -6989878 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6990163.000000 Penalty: 5520.731934
	Iteration 24Q: 3 clusters Score -6990163 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -6990466.500000 Penalty: 5520.731934
	Iteration 25Q: 3 clusters Score -6990466 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -6990841.500000 Penalty: 5520.731934
	Iteration 26Q: 3 clusters Score -6990842 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -6991203.500000 Penalty: 5520.731934
	Iteration 27Q: 3 clusters Score -6991204 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6991509.000000 Penalty: 5520.731934
	Iteration 28Q: 3 clusters Score -6991509 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -6991766.000000 Penalty: 5520.731934
	Iteration 29Q: 3 clusters Score -6991766 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -6992046.500000 Penalty: 5520.731934
	Iteration 30Q: 3 clusters Score -6992046 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -6992298.000000 Penalty: 5520.731934
	Iteration 31Q: 3 clusters Score -6992298 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -6992518.500000 Penalty: 5520.731934
	Iteration 32Q: 3 clusters Score -6992518 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -6992758.500000 Penalty: 5520.731934
	Iteration 33Q: 3 clusters Score -6992758 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6992918.500000 Penalty: 5520.731934
	Iteration 34Q: 3 clusters Score -6992918 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6993092.000000 Penalty: 5520.731934
	Iteration 35Q: 3 clusters Score -6993092 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -6993293.500000 Penalty: 5520.731934
	Iteration 36Q: 3 clusters Score -6993294 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -6993518.000000 Penalty: 5520.731934
	Iteration 37Q: 3 clusters Score -6993518 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -6993735.500000 Penalty: 5520.731934
	Iteration 38Q: 3 clusters Score -6993736 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6993912.000000 Penalty: 5520.731934
	Iteration 39Q: 3 clusters Score -6993912 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -6994052.500000 Penalty: 5520.731934
	Iteration 40F: 3 clusters Score -6994052 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -6994116.000000 Penalty: 5520.731934
	Iteration 41Q: 3 clusters Score -6994116 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -6994160.500000 Penalty: 5520.731934
	Iteration 42Q: 3 clusters Score -6994160 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -6994249.000000 Penalty: 5520.731934
	Iteration 43Q: 3 clusters Score -6994249 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -6994273.500000 Penalty: 5520.731934
	Iteration 44Q: 3 clusters Score -6994274 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -6994280.500000 Penalty: 5520.731934
	Iteration 45Q: 3 clusters Score -6994280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -6994356.500000 Penalty: 5520.731934
	Iteration 46Q: 3 clusters Score -6994356 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -6994379.500000 Penalty: 5520.731934
	Iteration 47Q: 3 clusters Score -6994380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -6994378.000000 Penalty: 5520.731934
	Iteration 48Q: 3 clusters Score -6994378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -6994398.000000 Penalty: 5520.731934
	Iteration 49Q: 3 clusters Score -6994398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -6994413.500000 Penalty: 5520.731934
	Iteration 50Q: 3 clusters Score -6994414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -6994435.000000 Penalty: 5520.731934
	Iteration 51Q: 3 clusters Score -6994435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -6994443.000000 Penalty: 5520.731934
	Iteration 52Q: 3 clusters Score -6994443 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -6994443.000000 Penalty: 5520.731934
	Iteration 53Q: 3 clusters Score -6994443 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -6994494.000000 Penalty: 5520.731934
	Iteration 54Q: 3 clusters Score -6994494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -6994496.500000 Penalty: 5520.731934
	Iteration 55Q: 3 clusters Score -6994496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -6994540.000000 Penalty: 5520.731934
	Iteration 56Q: 3 clusters Score -6994540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -6994545.000000 Penalty: 5520.731934
	Iteration 57Q: 3 clusters Score -6994545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -6994553.500000 Penalty: 5520.731934
	Iteration 58Q: 3 clusters Score -6994554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -6994585.500000 Penalty: 5520.731934
	Iteration 59Q: 3 clusters Score -6994586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -6994590.500000 Penalty: 5520.731934
	Iteration 60F: 3 clusters Score -6994590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -6994590.000000 Penalty: 5520.731934
	Iteration 61Q: 3 clusters Score -6994590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -6994645.000000 Penalty: 5520.731934
	Iteration 62Q: 3 clusters Score -6994645 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -6994664.500000 Penalty: 5520.731934
	Iteration 63Q: 3 clusters Score -6994664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -6994706.000000 Penalty: 5520.731934
	Iteration 64Q: 3 clusters Score -6994706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -6994735.000000 Penalty: 5520.731934
	Iteration 65Q: 3 clusters Score -6994735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -6994758.000000 Penalty: 5520.731934
	Iteration 66Q: 3 clusters Score -6994758 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -6994817.500000 Penalty: 5520.731934
	Iteration 67Q: 3 clusters Score -6994818 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -6994885.000000 Penalty: 5520.731934
	Iteration 68Q: 3 clusters Score -6994885 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -6994928.000000 Penalty: 5520.731934
	Iteration 69Q: 3 clusters Score -6994928 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -6994970.500000 Penalty: 5520.731934
	Iteration 70Q: 3 clusters Score -6994970 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -6995012.500000 Penalty: 5520.731934
	Iteration 71Q: 3 clusters Score -6995012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -6995036.500000 Penalty: 5520.731934
	Iteration 72Q: 3 clusters Score -6995036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -6995078.500000 Penalty: 5520.731934
	Iteration 73Q: 3 clusters Score -6995078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -6995081.500000 Penalty: 5520.731934
	Iteration 74Q: 3 clusters Score -6995082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -6995091.000000 Penalty: 5520.731934
	Iteration 75Q: 3 clusters Score -6995091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -6995122.000000 Penalty: 5520.731934
	Iteration 76Q: 3 clusters Score -6995122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -6995111.500000 Penalty: 5520.731934
	Iteration 77Q: 3 clusters Score -6995112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -6995135.000000 Penalty: 5520.731934
	Iteration 78Q: 3 clusters Score -6995135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -6995147.000000 Penalty: 5520.731934
	Iteration 79Q: 3 clusters Score -6995147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -6995159.000000 Penalty: 5520.731934
	Iteration 80F: 3 clusters Score -6995159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -6995160.000000 Penalty: 5520.731934
	Iteration 81Q: 3 clusters Score -6995160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -6995171.000000 Penalty: 5520.731934
	Iteration 82Q: 3 clusters Score -6995171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -6995185.000000 Penalty: 5520.731934
	Iteration 83Q: 3 clusters Score -6995185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -6995194.000000 Penalty: 5520.731934
	Iteration 84Q: 3 clusters Score -6995194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -6995194.500000 Penalty: 5520.731934
	Iteration 85Q: 3 clusters Score -6995194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -6995192.500000 Penalty: 5520.731934
	Iteration 86Q: 3 clusters Score -6995192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -6995194.500000 Penalty: 5520.731934
	Iteration 87Q: 3 clusters Score -6995194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -6995194.000000 Penalty: 5520.731934
	Iteration 88Q: 3 clusters Score -6995194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -6995191.500000 Penalty: 5520.731934
	Iteration 89Q: 3 clusters Score -6995192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -6995193.000000 Penalty: 5520.731934
	Iteration 90Q: 3 clusters Score -6995193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -6995200.500000 Penalty: 5520.731934
	Iteration 91Q: 3 clusters Score -6995200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -6995194.500000 Penalty: 5520.731934
	Iteration 92Q: 3 clusters Score -6995194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -6995205.500000 Penalty: 5520.731934
	Iteration 93Q: 3 clusters Score -6995206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -6995190.500000 Penalty: 5520.731934
	Iteration 94Q: 3 clusters Score -6995190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -6995191.500000 Penalty: 5520.731934
	Iteration 95Q: 3 clusters Score -6995192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -6995190.000000 Penalty: 5520.731934
	Iteration 96Q: 3 clusters Score -6995190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -6995189.000000 Penalty: 5520.731934
	Iteration 97Q: 3 clusters Score -6995189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -6995190.500000 Penalty: 5520.731934
	Iteration 98Q: 3 clusters Score -6995190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -6995187.500000 Penalty: 5520.731934
	Iteration 99Q: 3 clusters Score -6995188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -6995187.500000 Penalty: 5520.731934
	Iteration 100F: 3 clusters Score -6995188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -6995190.000000 Penalty: 5520.731934
	Iteration 101Q: 3 clusters Score -6995190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -6995191.500000 Penalty: 5520.731934
	Iteration 102Q: 3 clusters Score -6995192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -6995174.500000 Penalty: 5520.731934
	Iteration 103Q: 3 clusters Score -6995174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -6995171.500000 Penalty: 5520.731934
	Iteration 104Q: 3 clusters Score -6995172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -6995165.500000 Penalty: 5520.731934
	Iteration 105Q: 3 clusters Score -6995166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -6995168.000000 Penalty: 5520.731934
	Iteration 106Q: 3 clusters Score -6995168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -6995168.000000 Penalty: 5520.731934
	Iteration 107F: 3 clusters Score -6995168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 130230 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Entering Unmasked Estep 
Score: -211472784.000000 Penalty: 89827.234375
Splitting cluster 7 changes total score from -211321712.000000 to -211472784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (130230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130230 members 
Entering Unmasked Estep 
Score: -14744562.000000 Penalty: 2920.710205
	Iteration 0F: 2 clusters Score -1.474456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -14657439.000000 Penalty: 5841.420410
	Iteration 0F: 3 clusters Score -1.465744e+07 nChanged 62033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -14694171.000000 Penalty: 5841.420410
	Iteration 1F: 3 clusters Score -1.469417e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -14697698.000000 Penalty: 5841.420410
	Iteration 2Q: 3 clusters Score -1.46977e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -14704202.000000 Penalty: 5841.420410
	Iteration 3F: 3 clusters Score -1.47042e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -14712606.000000 Penalty: 5841.420410
	Iteration 4F: 3 clusters Score -1.471261e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -14720723.000000 Penalty: 5841.420410
	Iteration 5F: 3 clusters Score -1.472072e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -14727883.000000 Penalty: 5841.420410
	Iteration 6F: 3 clusters Score -1.472788e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -14734304.000000 Penalty: 5841.420410
	Iteration 7F: 3 clusters Score -1.47343e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -14739616.000000 Penalty: 5841.420410
	Iteration 8F: 3 clusters Score -1.473962e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -14743396.000000 Penalty: 5841.420410
	Iteration 9Q: 3 clusters Score -1.47434e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -14745834.000000 Penalty: 5841.420410
	Iteration 10Q: 3 clusters Score -1.474583e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -14747558.000000 Penalty: 5841.420410
	Iteration 11Q: 3 clusters Score -1.474756e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -14748914.000000 Penalty: 5841.420410
	Iteration 12Q: 3 clusters Score -1.474891e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -14749914.000000 Penalty: 5841.420410
	Iteration 13Q: 3 clusters Score -1.474991e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -14750776.000000 Penalty: 5841.420410
	Iteration 14Q: 3 clusters Score -1.475078e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -14751596.000000 Penalty: 5841.420410
	Iteration 15Q: 3 clusters Score -1.47516e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -14752375.000000 Penalty: 5841.420410
	Iteration 16Q: 3 clusters Score -1.475238e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -14753120.000000 Penalty: 5841.420410
	Iteration 17Q: 3 clusters Score -1.475312e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -14753811.000000 Penalty: 5841.420410
	Iteration 18Q: 3 clusters Score -1.475381e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -14754301.000000 Penalty: 5841.420410
	Iteration 19Q: 3 clusters Score -1.47543e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -14754664.000000 Penalty: 5841.420410
	Iteration 20F: 3 clusters Score -1.475466e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -14754820.000000 Penalty: 5841.420410
	Iteration 21Q: 3 clusters Score -1.475482e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -14754999.000000 Penalty: 5841.420410
	Iteration 22Q: 3 clusters Score -1.4755e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -14755015.000000 Penalty: 5841.420410
	Iteration 23Q: 3 clusters Score -1.475502e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -14755071.000000 Penalty: 5841.420410
	Iteration 24Q: 3 clusters Score -1.475507e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -14755057.000000 Penalty: 5841.420410
	Iteration 25Q: 3 clusters Score -1.475506e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -14755133.000000 Penalty: 5841.420410
	Iteration 26Q: 3 clusters Score -1.475513e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -14755131.000000 Penalty: 5841.420410
	Iteration 27Q: 3 clusters Score -1.475513e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -14755124.000000 Penalty: 5841.420410
	Iteration 28Q: 3 clusters Score -1.475512e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -14755185.000000 Penalty: 5841.420410
	Iteration 29Q: 3 clusters Score -1.475518e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -14755231.000000 Penalty: 5841.420410
	Iteration 30Q: 3 clusters Score -1.475523e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -14755258.000000 Penalty: 5841.420410
	Iteration 31Q: 3 clusters Score -1.475526e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -14755292.000000 Penalty: 5841.420410
	Iteration 32Q: 3 clusters Score -1.475529e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -14755341.000000 Penalty: 5841.420410
	Iteration 33Q: 3 clusters Score -1.475534e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -14755379.000000 Penalty: 5841.420410
	Iteration 34Q: 3 clusters Score -1.475538e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -14755422.000000 Penalty: 5841.420410
	Iteration 35Q: 3 clusters Score -1.475542e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -14755481.000000 Penalty: 5841.420410
	Iteration 36Q: 3 clusters Score -1.475548e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -14755498.000000 Penalty: 5841.420410
	Iteration 37Q: 3 clusters Score -1.47555e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -14755560.000000 Penalty: 5841.420410
	Iteration 38Q: 3 clusters Score -1.475556e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -14755612.000000 Penalty: 5841.420410
	Iteration 39Q: 3 clusters Score -1.475561e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -14755696.000000 Penalty: 5841.420410
	Iteration 40F: 3 clusters Score -1.47557e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -14755735.000000 Penalty: 5841.420410
	Iteration 41Q: 3 clusters Score -1.475574e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -14755826.000000 Penalty: 5841.420410
	Iteration 42Q: 3 clusters Score -1.475583e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -14755890.000000 Penalty: 5841.420410
	Iteration 43Q: 3 clusters Score -1.475589e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -14755965.000000 Penalty: 5841.420410
	Iteration 44Q: 3 clusters Score -1.475596e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -14756011.000000 Penalty: 5841.420410
	Iteration 45Q: 3 clusters Score -1.475601e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -14756037.000000 Penalty: 5841.420410
	Iteration 46Q: 3 clusters Score -1.475604e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -14756081.000000 Penalty: 5841.420410
	Iteration 47Q: 3 clusters Score -1.475608e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -14756053.000000 Penalty: 5841.420410
	Iteration 48Q: 3 clusters Score -1.475605e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -14756090.000000 Penalty: 5841.420410
	Iteration 49Q: 3 clusters Score -1.475609e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -14756121.000000 Penalty: 5841.420410
	Iteration 50Q: 3 clusters Score -1.475612e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -14756172.000000 Penalty: 5841.420410
	Iteration 51Q: 3 clusters Score -1.475617e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -14756168.000000 Penalty: 5841.420410
	Iteration 52Q: 3 clusters Score -1.475617e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -14756206.000000 Penalty: 5841.420410
	Iteration 53Q: 3 clusters Score -1.475621e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -14756231.000000 Penalty: 5841.420410
	Iteration 54Q: 3 clusters Score -1.475623e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -14756238.000000 Penalty: 5841.420410
	Iteration 55Q: 3 clusters Score -1.475624e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -14756248.000000 Penalty: 5841.420410
	Iteration 56Q: 3 clusters Score -1.475625e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -14756232.000000 Penalty: 5841.420410
	Iteration 57Q: 3 clusters Score -1.475623e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -14756264.000000 Penalty: 5841.420410
	Iteration 58Q: 3 clusters Score -1.475626e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -14756249.000000 Penalty: 5841.420410
	Iteration 59Q: 3 clusters Score -1.475625e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -14756253.000000 Penalty: 5841.420410
	Iteration 60F: 3 clusters Score -1.475625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -14756251.000000 Penalty: 5841.420410
	Iteration 61Q: 3 clusters Score -1.475625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -14756290.000000 Penalty: 5841.420410
	Iteration 62Q: 3 clusters Score -1.475629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -14756283.000000 Penalty: 5841.420410
	Iteration 63Q: 3 clusters Score -1.475628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -14756281.000000 Penalty: 5841.420410
	Iteration 64Q: 3 clusters Score -1.475628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -14756277.000000 Penalty: 5841.420410
	Iteration 65Q: 3 clusters Score -1.475628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -14756267.000000 Penalty: 5841.420410
	Iteration 66Q: 3 clusters Score -1.475627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -14756261.000000 Penalty: 5841.420410
	Iteration 67Q: 3 clusters Score -1.475626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -14756258.000000 Penalty: 5841.420410
	Iteration 68Q: 3 clusters Score -1.475626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -14756276.000000 Penalty: 5841.420410
	Iteration 69Q: 3 clusters Score -1.475628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -14756255.000000 Penalty: 5841.420410
	Iteration 70Q: 3 clusters Score -1.475626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -14756265.000000 Penalty: 5841.420410
	Iteration 71Q: 3 clusters Score -1.475626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -14756276.000000 Penalty: 5841.420410
	Iteration 72Q: 3 clusters Score -1.475628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -14756265.000000 Penalty: 5841.420410
	Iteration 73Q: 3 clusters Score -1.475626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -14756270.000000 Penalty: 5841.420410
	Iteration 74Q: 3 clusters Score -1.475627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -14756264.000000 Penalty: 5841.420410
	Iteration 75Q: 3 clusters Score -1.475626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -14756282.000000 Penalty: 5841.420410
	Iteration 76Q: 3 clusters Score -1.475628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -14756279.000000 Penalty: 5841.420410
	Iteration 77Q: 3 clusters Score -1.475628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -14756294.000000 Penalty: 5841.420410
	Iteration 78Q: 3 clusters Score -1.475629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -14756295.000000 Penalty: 5841.420410
	Iteration 79Q: 3 clusters Score -1.47563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -14756303.000000 Penalty: 5841.420410
	Iteration 80F: 3 clusters Score -1.47563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -14756299.000000 Penalty: 5841.420410
	Iteration 81Q: 3 clusters Score -1.47563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -14756288.000000 Penalty: 5841.420410
	Iteration 82Q: 3 clusters Score -1.475629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -14756290.000000 Penalty: 5841.420410
	Iteration 83Q: 3 clusters Score -1.475629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -14756290.000000 Penalty: 5841.420410
	Iteration 84F: 3 clusters Score -1.475629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Entering Unmasked Estep 
Score: -211475600.000000 Penalty: 93420.328125
Splitting cluster 8 changes total score from -211321712.000000 to -211475600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (49477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Entering Unmasked Estep 
Score: -4777123.500000 Penalty: 2680.697266
	Iteration 0F: 2 clusters Score -4777124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4743729.000000 Penalty: 5361.394531
	Iteration 0F: 3 clusters Score -4743729 nChanged 23008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4761818.500000 Penalty: 5361.394531
	Iteration 1F: 3 clusters Score -4761818 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4770118.500000 Penalty: 5361.394531
	Iteration 2F: 3 clusters Score -4770118 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4777555.500000 Penalty: 5361.394531
	Iteration 3F: 3 clusters Score -4777556 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4781879.000000 Penalty: 5361.394531
	Iteration 4F: 3 clusters Score -4781879 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4784424.500000 Penalty: 5361.394531
	Iteration 5F: 3 clusters Score -4784424 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -4785877.500000 Penalty: 5361.394531
	Iteration 6Q: 3 clusters Score -4785878 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4786737.500000 Penalty: 5361.394531
	Iteration 7Q: 3 clusters Score -4786738 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4787358.000000 Penalty: 5361.394531
	Iteration 8Q: 3 clusters Score -4787358 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4787750.500000 Penalty: 5361.394531
	Iteration 9Q: 3 clusters Score -4787750 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4788070.500000 Penalty: 5361.394531
	Iteration 10Q: 3 clusters Score -4788070 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4788312.500000 Penalty: 5361.394531
	Iteration 11Q: 3 clusters Score -4788312 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4788535.000000 Penalty: 5361.394531
	Iteration 12Q: 3 clusters Score -4788535 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4788753.000000 Penalty: 5361.394531
	Iteration 13Q: 3 clusters Score -4788753 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4788917.000000 Penalty: 5361.394531
	Iteration 14Q: 3 clusters Score -4788917 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4789100.500000 Penalty: 5361.394531
	Iteration 15Q: 3 clusters Score -4789100 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4789233.500000 Penalty: 5361.394531
	Iteration 16Q: 3 clusters Score -4789234 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4789348.000000 Penalty: 5361.394531
	Iteration 17Q: 3 clusters Score -4789348 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4789457.000000 Penalty: 5361.394531
	Iteration 18Q: 3 clusters Score -4789457 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4789513.500000 Penalty: 5361.394531
	Iteration 19Q: 3 clusters Score -4789514 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4789585.000000 Penalty: 5361.394531
	Iteration 20F: 3 clusters Score -4789585 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4789653.500000 Penalty: 5361.394531
	Iteration 21Q: 3 clusters Score -4789654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4789682.000000 Penalty: 5361.394531
	Iteration 22Q: 3 clusters Score -4789682 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4789710.500000 Penalty: 5361.394531
	Iteration 23Q: 3 clusters Score -4789710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4789726.000000 Penalty: 5361.394531
	Iteration 24Q: 3 clusters Score -4789726 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4789747.000000 Penalty: 5361.394531
	Iteration 25Q: 3 clusters Score -4789747 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -4789764.500000 Penalty: 5361.394531
	Iteration 26Q: 3 clusters Score -4789764 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4789768.000000 Penalty: 5361.394531
	Iteration 27Q: 3 clusters Score -4789768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4789796.000000 Penalty: 5361.394531
	Iteration 28Q: 3 clusters Score -4789796 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4789813.000000 Penalty: 5361.394531
	Iteration 29Q: 3 clusters Score -4789813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4789832.000000 Penalty: 5361.394531
	Iteration 30Q: 3 clusters Score -4789832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4789867.500000 Penalty: 5361.394531
	Iteration 31Q: 3 clusters Score -4789868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4789877.000000 Penalty: 5361.394531
	Iteration 32Q: 3 clusters Score -4789877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4789876.000000 Penalty: 5361.394531
	Iteration 33Q: 3 clusters Score -4789876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4789878.500000 Penalty: 5361.394531
	Iteration 34Q: 3 clusters Score -4789878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4789892.500000 Penalty: 5361.394531
	Iteration 35Q: 3 clusters Score -4789892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4789900.500000 Penalty: 5361.394531
	Iteration 36Q: 3 clusters Score -4789900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4789895.500000 Penalty: 5361.394531
	Iteration 37Q: 3 clusters Score -4789896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -4789909.000000 Penalty: 5361.394531
	Iteration 38Q: 3 clusters Score -4789909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4789919.500000 Penalty: 5361.394531
	Iteration 39Q: 3 clusters Score -4789920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4789917.000000 Penalty: 5361.394531
	Iteration 40F: 3 clusters Score -4789917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4789931.500000 Penalty: 5361.394531
	Iteration 41Q: 3 clusters Score -4789932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4789935.000000 Penalty: 5361.394531
	Iteration 42Q: 3 clusters Score -4789935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4789937.000000 Penalty: 5361.394531
	Iteration 43Q: 3 clusters Score -4789937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4789934.500000 Penalty: 5361.394531
	Iteration 44Q: 3 clusters Score -4789934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -4789937.000000 Penalty: 5361.394531
	Iteration 45Q: 3 clusters Score -4789937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4789940.500000 Penalty: 5361.394531
	Iteration 46Q: 3 clusters Score -4789940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4789943.000000 Penalty: 5361.394531
	Iteration 47Q: 3 clusters Score -4789943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4789935.500000 Penalty: 5361.394531
	Iteration 48Q: 3 clusters Score -4789936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4789938.500000 Penalty: 5361.394531
	Iteration 49Q: 3 clusters Score -4789938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4789939.500000 Penalty: 5361.394531
	Iteration 50Q: 3 clusters Score -4789940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4789940.500000 Penalty: 5361.394531
	Iteration 51Q: 3 clusters Score -4789940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4789942.000000 Penalty: 5361.394531
	Iteration 52Q: 3 clusters Score -4789942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -4789930.500000 Penalty: 5361.394531
	Iteration 53Q: 3 clusters Score -4789930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4789935.500000 Penalty: 5361.394531
	Iteration 54Q: 3 clusters Score -4789936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4789932.000000 Penalty: 5361.394531
	Iteration 55Q: 3 clusters Score -4789932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4789934.000000 Penalty: 5361.394531
	Iteration 56Q: 3 clusters Score -4789934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4789934.500000 Penalty: 5361.394531
	Iteration 57Q: 3 clusters Score -4789934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4789929.500000 Penalty: 5361.394531
	Iteration 58Q: 3 clusters Score -4789930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4789931.000000 Penalty: 5361.394531
	Iteration 59Q: 3 clusters Score -4789931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -4789937.500000 Penalty: 5361.394531
	Iteration 60F: 3 clusters Score -4789938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4789940.500000 Penalty: 5361.394531
	Iteration 61Q: 3 clusters Score -4789940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4789945.500000 Penalty: 5361.394531
	Iteration 62Q: 3 clusters Score -4789946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4789939.500000 Penalty: 5361.394531
	Iteration 63Q: 3 clusters Score -4789940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4789942.500000 Penalty: 5361.394531
	Iteration 64Q: 3 clusters Score -4789942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4789943.000000 Penalty: 5361.394531
	Iteration 65Q: 3 clusters Score -4789943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4789944.500000 Penalty: 5361.394531
	Iteration 66Q: 3 clusters Score -4789944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4789942.000000 Penalty: 5361.394531
	Iteration 67Q: 3 clusters Score -4789942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4789944.000000 Penalty: 5361.394531
	Iteration 68Q: 3 clusters Score -4789944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -4789946.000000 Penalty: 5361.394531
	Iteration 69Q: 3 clusters Score -4789946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4789941.500000 Penalty: 5361.394531
	Iteration 70Q: 3 clusters Score -4789942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4789937.000000 Penalty: 5361.394531
	Iteration 71Q: 3 clusters Score -4789937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4789935.000000 Penalty: 5361.394531
	Iteration 72Q: 3 clusters Score -4789935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4789935.000000 Penalty: 5361.394531
	Iteration 73F: 3 clusters Score -4789935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Entering Unmasked Estep 
Score: -211486400.000000 Penalty: 97013.414062
Splitting cluster 9 changes total score from -211321712.000000 to -211486400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (45248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Entering Unmasked Estep 
Score: -4515142.500000 Penalty: 2658.538574
	Iteration 0F: 2 clusters Score -4515142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4484915.000000 Penalty: 5317.077148
	Iteration 0F: 3 clusters Score -4484915 nChanged 20754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4500807.000000 Penalty: 5317.077148
	Iteration 1F: 3 clusters Score -4500807 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4508760.000000 Penalty: 5317.077148
	Iteration 2F: 3 clusters Score -4508760 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4516220.000000 Penalty: 5317.077148
	Iteration 3F: 3 clusters Score -4516220 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4520191.500000 Penalty: 5317.077148
	Iteration 4F: 3 clusters Score -4520192 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4521937.500000 Penalty: 5317.077148
	Iteration 5F: 3 clusters Score -4521938 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4522988.000000 Penalty: 5317.077148
	Iteration 6Q: 3 clusters Score -4522988 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4523495.500000 Penalty: 5317.077148
	Iteration 7Q: 3 clusters Score -4523496 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4523699.500000 Penalty: 5317.077148
	Iteration 8Q: 3 clusters Score -4523700 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4523857.500000 Penalty: 5317.077148
	Iteration 9Q: 3 clusters Score -4523858 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4523952.500000 Penalty: 5317.077148
	Iteration 10Q: 3 clusters Score -4523952 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4524023.000000 Penalty: 5317.077148
	Iteration 11Q: 3 clusters Score -4524023 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4524110.500000 Penalty: 5317.077148
	Iteration 12Q: 3 clusters Score -4524110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -4524179.500000 Penalty: 5317.077148
	Iteration 13Q: 3 clusters Score -4524180 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -4524273.500000 Penalty: 5317.077148
	Iteration 14Q: 3 clusters Score -4524274 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4524329.500000 Penalty: 5317.077148
	Iteration 15Q: 3 clusters Score -4524330 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4524417.000000 Penalty: 5317.077148
	Iteration 16Q: 3 clusters Score -4524417 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4524475.000000 Penalty: 5317.077148
	Iteration 17Q: 3 clusters Score -4524475 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -4524569.000000 Penalty: 5317.077148
	Iteration 18Q: 3 clusters Score -4524569 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4524667.000000 Penalty: 5317.077148
	Iteration 19Q: 3 clusters Score -4524667 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -4524747.500000 Penalty: 5317.077148
	Iteration 20F: 3 clusters Score -4524748 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4524846.500000 Penalty: 5317.077148
	Iteration 21Q: 3 clusters Score -4524846 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4524931.000000 Penalty: 5317.077148
	Iteration 22Q: 3 clusters Score -4524931 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4525061.500000 Penalty: 5317.077148
	Iteration 23Q: 3 clusters Score -4525062 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4525145.000000 Penalty: 5317.077148
	Iteration 24Q: 3 clusters Score -4525145 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4525244.000000 Penalty: 5317.077148
	Iteration 25Q: 3 clusters Score -4525244 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4525340.500000 Penalty: 5317.077148
	Iteration 26Q: 3 clusters Score -4525340 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4525446.000000 Penalty: 5317.077148
	Iteration 27Q: 3 clusters Score -4525446 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4525537.500000 Penalty: 5317.077148
	Iteration 28Q: 3 clusters Score -4525538 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4525606.000000 Penalty: 5317.077148
	Iteration 29Q: 3 clusters Score -4525606 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4525686.000000 Penalty: 5317.077148
	Iteration 30Q: 3 clusters Score -4525686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4525748.500000 Penalty: 5317.077148
	Iteration 31Q: 3 clusters Score -4525748 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4525798.000000 Penalty: 5317.077148
	Iteration 32Q: 3 clusters Score -4525798 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4525858.500000 Penalty: 5317.077148
	Iteration 33Q: 3 clusters Score -4525858 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4525925.000000 Penalty: 5317.077148
	Iteration 34Q: 3 clusters Score -4525925 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4525970.000000 Penalty: 5317.077148
	Iteration 35Q: 3 clusters Score -4525970 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4526001.000000 Penalty: 5317.077148
	Iteration 36Q: 3 clusters Score -4526001 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4526035.500000 Penalty: 5317.077148
	Iteration 37Q: 3 clusters Score -4526036 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4526068.000000 Penalty: 5317.077148
	Iteration 38Q: 3 clusters Score -4526068 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4526086.000000 Penalty: 5317.077148
	Iteration 39Q: 3 clusters Score -4526086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4526133.500000 Penalty: 5317.077148
	Iteration 40F: 3 clusters Score -4526134 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4526178.000000 Penalty: 5317.077148
	Iteration 41Q: 3 clusters Score -4526178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4526236.000000 Penalty: 5317.077148
	Iteration 42Q: 3 clusters Score -4526236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4526243.000000 Penalty: 5317.077148
	Iteration 43Q: 3 clusters Score -4526243 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4526308.000000 Penalty: 5317.077148
	Iteration 44Q: 3 clusters Score -4526308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4526341.000000 Penalty: 5317.077148
	Iteration 45Q: 3 clusters Score -4526341 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4526370.500000 Penalty: 5317.077148
	Iteration 46Q: 3 clusters Score -4526370 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4526407.000000 Penalty: 5317.077148
	Iteration 47Q: 3 clusters Score -4526407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4526450.500000 Penalty: 5317.077148
	Iteration 48Q: 3 clusters Score -4526450 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4526504.000000 Penalty: 5317.077148
	Iteration 49Q: 3 clusters Score -4526504 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4526527.500000 Penalty: 5317.077148
	Iteration 50Q: 3 clusters Score -4526528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4526560.500000 Penalty: 5317.077148
	Iteration 51Q: 3 clusters Score -4526560 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4526597.000000 Penalty: 5317.077148
	Iteration 52Q: 3 clusters Score -4526597 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4526643.500000 Penalty: 5317.077148
	Iteration 53Q: 3 clusters Score -4526644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4526680.500000 Penalty: 5317.077148
	Iteration 54Q: 3 clusters Score -4526680 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4526711.500000 Penalty: 5317.077148
	Iteration 55Q: 3 clusters Score -4526712 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4526754.500000 Penalty: 5317.077148
	Iteration 56Q: 3 clusters Score -4526754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4526789.500000 Penalty: 5317.077148
	Iteration 57Q: 3 clusters Score -4526790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4526812.000000 Penalty: 5317.077148
	Iteration 58Q: 3 clusters Score -4526812 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4526826.500000 Penalty: 5317.077148
	Iteration 59Q: 3 clusters Score -4526826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -4526868.500000 Penalty: 5317.077148
	Iteration 60F: 3 clusters Score -4526868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4526895.000000 Penalty: 5317.077148
	Iteration 61Q: 3 clusters Score -4526895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4526898.500000 Penalty: 5317.077148
	Iteration 62Q: 3 clusters Score -4526898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4526916.000000 Penalty: 5317.077148
	Iteration 63Q: 3 clusters Score -4526916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4526918.000000 Penalty: 5317.077148
	Iteration 64Q: 3 clusters Score -4526918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4526929.000000 Penalty: 5317.077148
	Iteration 65Q: 3 clusters Score -4526929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4526950.000000 Penalty: 5317.077148
	Iteration 66Q: 3 clusters Score -4526950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -4526954.500000 Penalty: 5317.077148
	Iteration 67Q: 3 clusters Score -4526954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4526970.000000 Penalty: 5317.077148
	Iteration 68Q: 3 clusters Score -4526970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4526988.500000 Penalty: 5317.077148
	Iteration 69Q: 3 clusters Score -4526988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4527011.000000 Penalty: 5317.077148
	Iteration 70Q: 3 clusters Score -4527011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4527034.500000 Penalty: 5317.077148
	Iteration 71Q: 3 clusters Score -4527034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4527064.000000 Penalty: 5317.077148
	Iteration 72Q: 3 clusters Score -4527064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4527074.500000 Penalty: 5317.077148
	Iteration 73Q: 3 clusters Score -4527074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4527087.500000 Penalty: 5317.077148
	Iteration 74Q: 3 clusters Score -4527088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4527109.000000 Penalty: 5317.077148
	Iteration 75Q: 3 clusters Score -4527109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -4527117.500000 Penalty: 5317.077148
	Iteration 76Q: 3 clusters Score -4527118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4527139.500000 Penalty: 5317.077148
	Iteration 77Q: 3 clusters Score -4527140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4527146.500000 Penalty: 5317.077148
	Iteration 78Q: 3 clusters Score -4527146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4527152.000000 Penalty: 5317.077148
	Iteration 79Q: 3 clusters Score -4527152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -4527164.000000 Penalty: 5317.077148
	Iteration 80F: 3 clusters Score -4527164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4527167.500000 Penalty: 5317.077148
	Iteration 81Q: 3 clusters Score -4527168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4527172.000000 Penalty: 5317.077148
	Iteration 82Q: 3 clusters Score -4527172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4527159.500000 Penalty: 5317.077148
	Iteration 83Q: 3 clusters Score -4527160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4527163.000000 Penalty: 5317.077148
	Iteration 84Q: 3 clusters Score -4527163 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4527180.500000 Penalty: 5317.077148
	Iteration 85Q: 3 clusters Score -4527180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4527189.500000 Penalty: 5317.077148
	Iteration 86Q: 3 clusters Score -4527190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4527209.500000 Penalty: 5317.077148
	Iteration 87Q: 3 clusters Score -4527210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -4527214.500000 Penalty: 5317.077148
	Iteration 88Q: 3 clusters Score -4527214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4527210.500000 Penalty: 5317.077148
	Iteration 89Q: 3 clusters Score -4527210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4527218.500000 Penalty: 5317.077148
	Iteration 90Q: 3 clusters Score -4527218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4527228.000000 Penalty: 5317.077148
	Iteration 91Q: 3 clusters Score -4527228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4527233.500000 Penalty: 5317.077148
	Iteration 92Q: 3 clusters Score -4527234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -4527227.000000 Penalty: 5317.077148
	Iteration 93Q: 3 clusters Score -4527227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4527227.500000 Penalty: 5317.077148
	Iteration 94Q: 3 clusters Score -4527228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4527233.000000 Penalty: 5317.077148
	Iteration 95Q: 3 clusters Score -4527233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4527232.500000 Penalty: 5317.077148
	Iteration 96Q: 3 clusters Score -4527232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -4527238.000000 Penalty: 5317.077148
	Iteration 97Q: 3 clusters Score -4527238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4527238.500000 Penalty: 5317.077148
	Iteration 98Q: 3 clusters Score -4527238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4527249.500000 Penalty: 5317.077148
	Iteration 99Q: 3 clusters Score -4527250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4527248.500000 Penalty: 5317.077148
	Iteration 100F: 3 clusters Score -4527248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -4527243.000000 Penalty: 5317.077148
	Iteration 101Q: 3 clusters Score -4527243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4527239.000000 Penalty: 5317.077148
	Iteration 102Q: 3 clusters Score -4527239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4527242.000000 Penalty: 5317.077148
	Iteration 103Q: 3 clusters Score -4527242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -4527247.000000 Penalty: 5317.077148
	Iteration 104Q: 3 clusters Score -4527247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4527247.000000 Penalty: 5317.077148
	Iteration 105Q: 3 clusters Score -4527247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4527248.500000 Penalty: 5317.077148
	Iteration 106Q: 3 clusters Score -4527248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4527252.500000 Penalty: 5317.077148
	Iteration 107Q: 3 clusters Score -4527252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4527250.500000 Penalty: 5317.077148
	Iteration 108Q: 3 clusters Score -4527250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4527251.000000 Penalty: 5317.077148
	Iteration 109Q: 3 clusters Score -4527251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4527254.000000 Penalty: 5317.077148
	Iteration 110Q: 3 clusters Score -4527254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -4527255.000000 Penalty: 5317.077148
	Iteration 111Q: 3 clusters Score -4527255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4527253.000000 Penalty: 5317.077148
	Iteration 112Q: 3 clusters Score -4527253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4527253.500000 Penalty: 5317.077148
	Iteration 113Q: 3 clusters Score -4527254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4527253.500000 Penalty: 5317.077148
	Iteration 114F: 3 clusters Score -4527254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 91201 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Entering Unmasked Estep 
Score: -211499952.000000 Penalty: 100606.507812
Splitting cluster 10 changes total score from -211321712.000000 to -211499952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (91201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Entering Unmasked Estep 
Score: -9909220.000000 Penalty: 2832.363770
	Iteration 0F: 2 clusters Score -9909220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -9848445.000000 Penalty: 5664.727539
	Iteration 0F: 3 clusters Score -9848445 nChanged 42939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -9878254.000000 Penalty: 5664.727539
	Iteration 1F: 3 clusters Score -9878254 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -9895324.000000 Penalty: 5664.727539
	Iteration 2F: 3 clusters Score -9895324 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -9928433.000000 Penalty: 5664.727539
	Iteration 3F: 3 clusters Score -9928433 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -9951300.000000 Penalty: 5664.727539
	Iteration 4F: 3 clusters Score -9951300 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -9959255.000000 Penalty: 5664.727539
	Iteration 5F: 3 clusters Score -9959255 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -9961463.000000 Penalty: 5664.727539
	Iteration 6Q: 3 clusters Score -9961463 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -9962115.000000 Penalty: 5664.727539
	Iteration 7Q: 3 clusters Score -9962115 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -9962353.000000 Penalty: 5664.727539
	Iteration 8Q: 3 clusters Score -9962353 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -9962674.000000 Penalty: 5664.727539
	Iteration 9Q: 3 clusters Score -9962674 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9962912.000000 Penalty: 5664.727539
	Iteration 10Q: 3 clusters Score -9962912 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -9963230.000000 Penalty: 5664.727539
	Iteration 11Q: 3 clusters Score -9963230 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -9963361.000000 Penalty: 5664.727539
	Iteration 12Q: 3 clusters Score -9963361 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -9963401.000000 Penalty: 5664.727539
	Iteration 13Q: 3 clusters Score -9963401 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -9963450.000000 Penalty: 5664.727539
	Iteration 14Q: 3 clusters Score -9963450 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -9963463.000000 Penalty: 5664.727539
	Iteration 15Q: 3 clusters Score -9963463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9963503.000000 Penalty: 5664.727539
	Iteration 16Q: 3 clusters Score -9963503 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -9963511.000000 Penalty: 5664.727539
	Iteration 17Q: 3 clusters Score -9963511 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -9963532.000000 Penalty: 5664.727539
	Iteration 18Q: 3 clusters Score -9963532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -9963538.000000 Penalty: 5664.727539
	Iteration 19Q: 3 clusters Score -9963538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -9963551.000000 Penalty: 5664.727539
	Iteration 20F: 3 clusters Score -9963551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -9963560.000000 Penalty: 5664.727539
	Iteration 21Q: 3 clusters Score -9963560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -9963565.000000 Penalty: 5664.727539
	Iteration 22Q: 3 clusters Score -9963565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -9963584.000000 Penalty: 5664.727539
	Iteration 23Q: 3 clusters Score -9963584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -9963586.000000 Penalty: 5664.727539
	Iteration 24Q: 3 clusters Score -9963586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -9963569.000000 Penalty: 5664.727539
	Iteration 25Q: 3 clusters Score -9963569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -9963568.000000 Penalty: 5664.727539
	Iteration 26Q: 3 clusters Score -9963568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -9963568.000000 Penalty: 5664.727539
	Iteration 27Q: 3 clusters Score -9963568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -9963558.000000 Penalty: 5664.727539
	Iteration 28Q: 3 clusters Score -9963558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -9963557.000000 Penalty: 5664.727539
	Iteration 29Q: 3 clusters Score -9963557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -9963567.000000 Penalty: 5664.727539
	Iteration 30Q: 3 clusters Score -9963567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -9963568.000000 Penalty: 5664.727539
	Iteration 31Q: 3 clusters Score -9963568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -9963568.000000 Penalty: 5664.727539
	Iteration 32Q: 3 clusters Score -9963568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -9963576.000000 Penalty: 5664.727539
	Iteration 33Q: 3 clusters Score -9963576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -9963579.000000 Penalty: 5664.727539
	Iteration 34Q: 3 clusters Score -9963579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -9963579.000000 Penalty: 5664.727539
	Iteration 35F: 3 clusters Score -9963579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 37941 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Entering Unmasked Estep 
Score: -211541808.000000 Penalty: 104199.593750
Splitting cluster 11 changes total score from -211321712.000000 to -211541808.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (37941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Entering Unmasked Estep 
Score: -3952178.000000 Penalty: 2614.859375
	Iteration 0F: 2 clusters Score -3952178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3926457.500000 Penalty: 5229.718750
	Iteration 0F: 3 clusters Score -3926458 nChanged 17408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3940921.000000 Penalty: 5229.718750
	Iteration 1F: 3 clusters Score -3940921 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3947682.000000 Penalty: 5229.718750
	Iteration 2F: 3 clusters Score -3947682 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3952641.500000 Penalty: 5229.718750
	Iteration 3F: 3 clusters Score -3952642 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3957582.500000 Penalty: 5229.718750
	Iteration 4F: 3 clusters Score -3957582 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3964362.000000 Penalty: 5229.718750
	Iteration 5F: 3 clusters Score -3964362 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3971921.750000 Penalty: 5229.718750
	Iteration 6F: 3 clusters Score -3971922 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3980001.000000 Penalty: 5229.718750
	Iteration 7F: 3 clusters Score -3980001 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3989571.000000 Penalty: 5229.718750
	Iteration 8F: 3 clusters Score -3989571 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3993076.750000 Penalty: 5229.718750
	Iteration 9Q: 3 clusters Score -3993077 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3994429.750000 Penalty: 5229.718750
	Iteration 10Q: 3 clusters Score -3994430 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3995779.750000 Penalty: 5229.718750
	Iteration 11Q: 3 clusters Score -3995780 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3996498.500000 Penalty: 5229.718750
	Iteration 12Q: 3 clusters Score -3996498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3996585.250000 Penalty: 5229.718750
	Iteration 13Q: 3 clusters Score -3996585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3996607.500000 Penalty: 5229.718750
	Iteration 14Q: 3 clusters Score -3996608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3996620.750000 Penalty: 5229.718750
	Iteration 15Q: 3 clusters Score -3996621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3996627.750000 Penalty: 5229.718750
	Iteration 16Q: 3 clusters Score -3996628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3996619.500000 Penalty: 5229.718750
	Iteration 17Q: 3 clusters Score -3996620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3996637.500000 Penalty: 5229.718750
	Iteration 18Q: 3 clusters Score -3996638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3996653.750000 Penalty: 5229.718750
	Iteration 19Q: 3 clusters Score -3996654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3996662.500000 Penalty: 5229.718750
	Iteration 20F: 3 clusters Score -3996662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3996668.750000 Penalty: 5229.718750
	Iteration 21Q: 3 clusters Score -3996669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3996670.000000 Penalty: 5229.718750
	Iteration 22Q: 3 clusters Score -3996670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3996676.250000 Penalty: 5229.718750
	Iteration 23Q: 3 clusters Score -3996676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3996673.750000 Penalty: 5229.718750
	Iteration 24Q: 3 clusters Score -3996674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3996671.500000 Penalty: 5229.718750
	Iteration 25Q: 3 clusters Score -3996672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3996666.750000 Penalty: 5229.718750
	Iteration 26Q: 3 clusters Score -3996667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3996660.250000 Penalty: 5229.718750
	Iteration 27Q: 3 clusters Score -3996660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3996662.500000 Penalty: 5229.718750
	Iteration 28Q: 3 clusters Score -3996662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3996664.250000 Penalty: 5229.718750
	Iteration 29Q: 3 clusters Score -3996664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3996668.500000 Penalty: 5229.718750
	Iteration 30Q: 3 clusters Score -3996668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3996668.750000 Penalty: 5229.718750
	Iteration 31Q: 3 clusters Score -3996669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3996668.250000 Penalty: 5229.718750
	Iteration 32Q: 3 clusters Score -3996668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3996668.250000 Penalty: 5229.718750
	Iteration 33F: 3 clusters Score -3996668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Entering Unmasked Estep 
Score: -211591152.000000 Penalty: 107792.687500
Splitting cluster 12 changes total score from -211321712.000000 to -211591152.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (22156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Entering Unmasked Estep 
Score: -1870948.875000 Penalty: 2481.454102
	Iteration 0F: 2 clusters Score -1870949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1855666.000000 Penalty: 4962.908203
	Iteration 0F: 3 clusters Score -1855666 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1866873.125000 Penalty: 4962.908203
	Iteration 1F: 3 clusters Score -1866873 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1878863.000000 Penalty: 4962.908203
	Iteration 2F: 3 clusters Score -1878863 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1885655.875000 Penalty: 4962.908203
	Iteration 3F: 3 clusters Score -1885656 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1888158.625000 Penalty: 4962.908203
	Iteration 4F: 3 clusters Score -1888159 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1889142.500000 Penalty: 4962.908203
	Iteration 5Q: 3 clusters Score -1889142 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1889581.625000 Penalty: 4962.908203
	Iteration 6Q: 3 clusters Score -1889582 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1889832.625000 Penalty: 4962.908203
	Iteration 7Q: 3 clusters Score -1889833 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1889984.625000 Penalty: 4962.908203
	Iteration 8Q: 3 clusters Score -1889985 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1890113.250000 Penalty: 4962.908203
	Iteration 9Q: 3 clusters Score -1890113 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1890223.000000 Penalty: 4962.908203
	Iteration 10Q: 3 clusters Score -1890223 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1890317.625000 Penalty: 4962.908203
	Iteration 11Q: 3 clusters Score -1890318 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1890414.250000 Penalty: 4962.908203
	Iteration 12Q: 3 clusters Score -1890414 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1890510.750000 Penalty: 4962.908203
	Iteration 13Q: 3 clusters Score -1890511 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1890593.500000 Penalty: 4962.908203
	Iteration 14Q: 3 clusters Score -1890594 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1890682.375000 Penalty: 4962.908203
	Iteration 15Q: 3 clusters Score -1890682 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1890750.500000 Penalty: 4962.908203
	Iteration 16Q: 3 clusters Score -1890750 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1890818.375000 Penalty: 4962.908203
	Iteration 17Q: 3 clusters Score -1890818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1890869.625000 Penalty: 4962.908203
	Iteration 18Q: 3 clusters Score -1890870 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1890923.625000 Penalty: 4962.908203
	Iteration 19Q: 3 clusters Score -1890924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1890964.125000 Penalty: 4962.908203
	Iteration 20F: 3 clusters Score -1890964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1891003.250000 Penalty: 4962.908203
	Iteration 21Q: 3 clusters Score -1891003 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1891029.750000 Penalty: 4962.908203
	Iteration 22Q: 3 clusters Score -1891030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1891047.875000 Penalty: 4962.908203
	Iteration 23Q: 3 clusters Score -1891048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1891073.000000 Penalty: 4962.908203
	Iteration 24Q: 3 clusters Score -1891073 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1891097.500000 Penalty: 4962.908203
	Iteration 25Q: 3 clusters Score -1891098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1891137.500000 Penalty: 4962.908203
	Iteration 26Q: 3 clusters Score -1891138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1891167.375000 Penalty: 4962.908203
	Iteration 27Q: 3 clusters Score -1891167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1891204.500000 Penalty: 4962.908203
	Iteration 28Q: 3 clusters Score -1891204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1891236.500000 Penalty: 4962.908203
	Iteration 29Q: 3 clusters Score -1891236 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1891270.750000 Penalty: 4962.908203
	Iteration 30Q: 3 clusters Score -1891271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1891318.750000 Penalty: 4962.908203
	Iteration 31Q: 3 clusters Score -1891319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1891343.875000 Penalty: 4962.908203
	Iteration 32Q: 3 clusters Score -1891344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1891365.250000 Penalty: 4962.908203
	Iteration 33Q: 3 clusters Score -1891365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1891375.375000 Penalty: 4962.908203
	Iteration 34Q: 3 clusters Score -1891375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1891384.625000 Penalty: 4962.908203
	Iteration 35Q: 3 clusters Score -1891385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1891388.375000 Penalty: 4962.908203
	Iteration 36Q: 3 clusters Score -1891388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1891388.250000 Penalty: 4962.908203
	Iteration 37Q: 3 clusters Score -1891388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1891385.750000 Penalty: 4962.908203
	Iteration 38Q: 3 clusters Score -1891386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1891387.250000 Penalty: 4962.908203
	Iteration 39Q: 3 clusters Score -1891387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1891386.625000 Penalty: 4962.908203
	Iteration 40F: 3 clusters Score -1891387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1891389.375000 Penalty: 4962.908203
	Iteration 41Q: 3 clusters Score -1891389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1891391.125000 Penalty: 4962.908203
	Iteration 42Q: 3 clusters Score -1891391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1891393.125000 Penalty: 4962.908203
	Iteration 43Q: 3 clusters Score -1891393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1891396.000000 Penalty: 4962.908203
	Iteration 44Q: 3 clusters Score -1891396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1891395.875000 Penalty: 4962.908203
	Iteration 45Q: 3 clusters Score -1891396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1891395.000000 Penalty: 4962.908203
	Iteration 46Q: 3 clusters Score -1891395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1891393.500000 Penalty: 4962.908203
	Iteration 47Q: 3 clusters Score -1891394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1891392.750000 Penalty: 4962.908203
	Iteration 48Q: 3 clusters Score -1891393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1891392.875000 Penalty: 4962.908203
	Iteration 49Q: 3 clusters Score -1891393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1891393.250000 Penalty: 4962.908203
	Iteration 50Q: 3 clusters Score -1891393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1891392.125000 Penalty: 4962.908203
	Iteration 51Q: 3 clusters Score -1891392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1891392.125000 Penalty: 4962.908203
	Iteration 52F: 3 clusters Score -1891392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 27390 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 8342 members 
Entering Unmasked Estep 
Score: -211611088.000000 Penalty: 111385.773438
Splitting cluster 13 changes total score from -211321712.000000 to -211611088.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (27390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Entering Unmasked Estep 
Score: -2851794.750000 Penalty: 2534.047607
	Iteration 0F: 2 clusters Score -2851795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2833080.000000 Penalty: 5068.095215
	Iteration 0F: 3 clusters Score -2833080 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2843537.750000 Penalty: 5068.095215
	Iteration 1F: 3 clusters Score -2843538 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2851913.500000 Penalty: 5068.095215
	Iteration 2F: 3 clusters Score -2851914 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2857542.000000 Penalty: 5068.095215
	Iteration 3F: 3 clusters Score -2857542 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2859416.500000 Penalty: 5068.095215
	Iteration 4F: 3 clusters Score -2859416 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2860495.000000 Penalty: 5068.095215
	Iteration 5Q: 3 clusters Score -2860495 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2861725.500000 Penalty: 5068.095215
	Iteration 6Q: 3 clusters Score -2861726 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2862811.750000 Penalty: 5068.095215
	Iteration 7Q: 3 clusters Score -2862812 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2863571.000000 Penalty: 5068.095215
	Iteration 8Q: 3 clusters Score -2863571 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2864312.000000 Penalty: 5068.095215
	Iteration 9Q: 3 clusters Score -2864312 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2864829.000000 Penalty: 5068.095215
	Iteration 10Q: 3 clusters Score -2864829 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2865179.500000 Penalty: 5068.095215
	Iteration 11Q: 3 clusters Score -2865180 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2865388.250000 Penalty: 5068.095215
	Iteration 12Q: 3 clusters Score -2865388 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2865495.500000 Penalty: 5068.095215
	Iteration 13Q: 3 clusters Score -2865496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2865560.750000 Penalty: 5068.095215
	Iteration 14Q: 3 clusters Score -2865561 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2865588.250000 Penalty: 5068.095215
	Iteration 15Q: 3 clusters Score -2865588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2865610.750000 Penalty: 5068.095215
	Iteration 16Q: 3 clusters Score -2865611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2865630.750000 Penalty: 5068.095215
	Iteration 17Q: 3 clusters Score -2865631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2865632.250000 Penalty: 5068.095215
	Iteration 18Q: 3 clusters Score -2865632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2865640.000000 Penalty: 5068.095215
	Iteration 19Q: 3 clusters Score -2865640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2865644.000000 Penalty: 5068.095215
	Iteration 20F: 3 clusters Score -2865644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2865660.000000 Penalty: 5068.095215
	Iteration 21Q: 3 clusters Score -2865660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2865660.750000 Penalty: 5068.095215
	Iteration 22Q: 3 clusters Score -2865661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2865666.500000 Penalty: 5068.095215
	Iteration 23Q: 3 clusters Score -2865666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2865666.250000 Penalty: 5068.095215
	Iteration 24Q: 3 clusters Score -2865666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2865664.750000 Penalty: 5068.095215
	Iteration 25Q: 3 clusters Score -2865665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2865665.750000 Penalty: 5068.095215
	Iteration 26Q: 3 clusters Score -2865666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2865666.500000 Penalty: 5068.095215
	Iteration 27Q: 3 clusters Score -2865666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2865668.000000 Penalty: 5068.095215
	Iteration 28Q: 3 clusters Score -2865668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2865664.500000 Penalty: 5068.095215
	Iteration 29Q: 3 clusters Score -2865664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2865663.500000 Penalty: 5068.095215
	Iteration 30Q: 3 clusters Score -2865664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2865667.500000 Penalty: 5068.095215
	Iteration 31Q: 3 clusters Score -2865668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2865670.000000 Penalty: 5068.095215
	Iteration 32Q: 3 clusters Score -2865670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2865668.000000 Penalty: 5068.095215
	Iteration 33Q: 3 clusters Score -2865668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2865668.000000 Penalty: 5068.095215
	Iteration 34Q: 3 clusters Score -2865668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2865665.000000 Penalty: 5068.095215
	Iteration 35Q: 3 clusters Score -2865665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2865665.000000 Penalty: 5068.095215
	Iteration 36F: 3 clusters Score -2865665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 238285 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 10758 members 
Entering Unmasked Estep 
Score: -211625360.000000 Penalty: 114978.867188
Splitting cluster 14 changes total score from -211321712.000000 to -211625360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (238285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238285 members 
Entering Unmasked Estep 
Score: -25593542.000000 Penalty: 3070.543213
	Iteration 0F: 2 clusters Score -2.559354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -25434594.000000 Penalty: 6141.086426
	Iteration 0F: 3 clusters Score -2.543459e+07 nChanged 115007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -25506464.000000 Penalty: 6141.086426
	Iteration 1F: 3 clusters Score -2.550646e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 125088 members 
Entering Unmasked Estep 
Score: -25512248.000000 Penalty: 6141.086426
	Iteration 2Q: 3 clusters Score -2.551225e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111051 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -25520054.000000 Penalty: 6141.086426
	Iteration 3F: 3 clusters Score -2.552005e+07 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -25529064.000000 Penalty: 6141.086426
	Iteration 4F: 3 clusters Score -2.552906e+07 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -25539350.000000 Penalty: 6141.086426
	Iteration 5F: 3 clusters Score -2.553935e+07 nChanged 16028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -25549648.000000 Penalty: 6141.086426
	Iteration 6F: 3 clusters Score -2.554965e+07 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 136379 members 
Entering Unmasked Estep 
Score: -25558198.000000 Penalty: 6141.086426
	Iteration 7F: 3 clusters Score -2.55582e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 139851 members 
Entering Unmasked Estep 
Score: -25564478.000000 Penalty: 6141.086426
	Iteration 8F: 3 clusters Score -2.556448e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 144182 members 
Entering Unmasked Estep 
Score: -25569556.000000 Penalty: 6141.086426
	Iteration 9Q: 3 clusters Score -2.556956e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -25573954.000000 Penalty: 6141.086426
	Iteration 10Q: 3 clusters Score -2.557395e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -25578514.000000 Penalty: 6141.086426
	Iteration 11Q: 3 clusters Score -2.557851e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -25582962.000000 Penalty: 6141.086426
	Iteration 12Q: 3 clusters Score -2.558296e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -25587638.000000 Penalty: 6141.086426
	Iteration 13Q: 3 clusters Score -2.558764e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 174295 members 
Entering Unmasked Estep 
Score: -25592180.000000 Penalty: 6141.086426
	Iteration 14Q: 3 clusters Score -2.559218e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 179804 members 
Entering Unmasked Estep 
Score: -25595936.000000 Penalty: 6141.086426
	Iteration 15Q: 3 clusters Score -2.559594e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 184557 members 
Entering Unmasked Estep 
Score: -25598838.000000 Penalty: 6141.086426
	Iteration 16Q: 3 clusters Score -2.559884e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 188743 members 
Entering Unmasked Estep 
Score: -25600846.000000 Penalty: 6141.086426
	Iteration 17Q: 3 clusters Score -2.560085e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 192306 members 
Entering Unmasked Estep 
Score: -25602442.000000 Penalty: 6141.086426
	Iteration 18Q: 3 clusters Score -2.560244e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 195421 members 
Entering Unmasked Estep 
Score: -25603470.000000 Penalty: 6141.086426
	Iteration 19Q: 3 clusters Score -2.560347e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 198199 members 
Entering Unmasked Estep 
Score: -25604206.000000 Penalty: 6141.086426
	Iteration 20F: 3 clusters Score -2.560421e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 200617 members 
Entering Unmasked Estep 
Score: -25604868.000000 Penalty: 6141.086426
	Iteration 21Q: 3 clusters Score -2.560487e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 202726 members 
Entering Unmasked Estep 
Score: -25605394.000000 Penalty: 6141.086426
	Iteration 22Q: 3 clusters Score -2.560539e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 204500 members 
Entering Unmasked Estep 
Score: -25605742.000000 Penalty: 6141.086426
	Iteration 23Q: 3 clusters Score -2.560574e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 206069 members 
Entering Unmasked Estep 
Score: -25605952.000000 Penalty: 6141.086426
	Iteration 24Q: 3 clusters Score -2.560595e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 207469 members 
Entering Unmasked Estep 
Score: -25606180.000000 Penalty: 6141.086426
	Iteration 25Q: 3 clusters Score -2.560618e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 208677 members 
Entering Unmasked Estep 
Score: -25606306.000000 Penalty: 6141.086426
	Iteration 26Q: 3 clusters Score -2.560631e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 209671 members 
Entering Unmasked Estep 
Score: -25606424.000000 Penalty: 6141.086426
	Iteration 27Q: 3 clusters Score -2.560642e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 210487 members 
Entering Unmasked Estep 
Score: -25606546.000000 Penalty: 6141.086426
	Iteration 28Q: 3 clusters Score -2.560655e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 211197 members 
Entering Unmasked Estep 
Score: -25606586.000000 Penalty: 6141.086426
	Iteration 29Q: 3 clusters Score -2.560659e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 211803 members 
Entering Unmasked Estep 
Score: -25606646.000000 Penalty: 6141.086426
	Iteration 30Q: 3 clusters Score -2.560665e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 212364 members 
Entering Unmasked Estep 
Score: -25606734.000000 Penalty: 6141.086426
	Iteration 31Q: 3 clusters Score -2.560673e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 212812 members 
Entering Unmasked Estep 
Score: -25606750.000000 Penalty: 6141.086426
	Iteration 32Q: 3 clusters Score -2.560675e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 213186 members 
Entering Unmasked Estep 
Score: -25606834.000000 Penalty: 6141.086426
	Iteration 33Q: 3 clusters Score -2.560683e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 213517 members 
Entering Unmasked Estep 
Score: -25606848.000000 Penalty: 6141.086426
	Iteration 34Q: 3 clusters Score -2.560685e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 213772 members 
Entering Unmasked Estep 
Score: -25606894.000000 Penalty: 6141.086426
	Iteration 35Q: 3 clusters Score -2.560689e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 213985 members 
Entering Unmasked Estep 
Score: -25606928.000000 Penalty: 6141.086426
	Iteration 36Q: 3 clusters Score -2.560693e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 214160 members 
Entering Unmasked Estep 
Score: -25606976.000000 Penalty: 6141.086426
	Iteration 37Q: 3 clusters Score -2.560698e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 214320 members 
Entering Unmasked Estep 
Score: -25606954.000000 Penalty: 6141.086426
	Iteration 38Q: 3 clusters Score -2.560695e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 214459 members 
Entering Unmasked Estep 
Score: -25607004.000000 Penalty: 6141.086426
	Iteration 39Q: 3 clusters Score -2.5607e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 214591 members 
Entering Unmasked Estep 
Score: -25606982.000000 Penalty: 6141.086426
	Iteration 40F: 3 clusters Score -2.560698e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 214697 members 
Entering Unmasked Estep 
Score: -25607004.000000 Penalty: 6141.086426
	Iteration 41Q: 3 clusters Score -2.5607e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 214771 members 
Entering Unmasked Estep 
Score: -25607008.000000 Penalty: 6141.086426
	Iteration 42Q: 3 clusters Score -2.560701e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 214830 members 
Entering Unmasked Estep 
Score: -25607018.000000 Penalty: 6141.086426
	Iteration 43Q: 3 clusters Score -2.560702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 214887 members 
Entering Unmasked Estep 
Score: -25607012.000000 Penalty: 6141.086426
	Iteration 44Q: 3 clusters Score -2.560701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 214939 members 
Entering Unmasked Estep 
Score: -25607014.000000 Penalty: 6141.086426
	Iteration 45Q: 3 clusters Score -2.560701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 214980 members 
Entering Unmasked Estep 
Score: -25606990.000000 Penalty: 6141.086426
	Iteration 46Q: 3 clusters Score -2.560699e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 215019 members 
Entering Unmasked Estep 
Score: -25606974.000000 Penalty: 6141.086426
	Iteration 47Q: 3 clusters Score -2.560697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -25606972.000000 Penalty: 6141.086426
	Iteration 48Q: 3 clusters Score -2.560697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 215084 members 
Entering Unmasked Estep 
Score: -25606986.000000 Penalty: 6141.086426
	Iteration 49Q: 3 clusters Score -2.560699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 215104 members 
Entering Unmasked Estep 
Score: -25606982.000000 Penalty: 6141.086426
	Iteration 50Q: 3 clusters Score -2.560698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 215117 members 
Entering Unmasked Estep 
Score: -25606970.000000 Penalty: 6141.086426
	Iteration 51Q: 3 clusters Score -2.560697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 215133 members 
Entering Unmasked Estep 
Score: -25606986.000000 Penalty: 6141.086426
	Iteration 52Q: 3 clusters Score -2.560699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 215152 members 
Entering Unmasked Estep 
Score: -25606978.000000 Penalty: 6141.086426
	Iteration 53Q: 3 clusters Score -2.560698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 215170 members 
Entering Unmasked Estep 
Score: -25606988.000000 Penalty: 6141.086426
	Iteration 54Q: 3 clusters Score -2.560699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 215183 members 
Entering Unmasked Estep 
Score: -25606994.000000 Penalty: 6141.086426
	Iteration 55Q: 3 clusters Score -2.560699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 215195 members 
Entering Unmasked Estep 
Score: -25606994.000000 Penalty: 6141.086426
	Iteration 56Q: 3 clusters Score -2.560699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 215201 members 
Entering Unmasked Estep 
Score: -25607018.000000 Penalty: 6141.086426
	Iteration 57Q: 3 clusters Score -2.560702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 215210 members 
Entering Unmasked Estep 
Score: -25607018.000000 Penalty: 6141.086426
	Iteration 58Q: 3 clusters Score -2.560702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 215216 members 
Entering Unmasked Estep 
Score: -25607016.000000 Penalty: 6141.086426
	Iteration 59Q: 3 clusters Score -2.560702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 215220 members 
Entering Unmasked Estep 
Score: -25607004.000000 Penalty: 6141.086426
	Iteration 60F: 3 clusters Score -2.5607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 215224 members 
Entering Unmasked Estep 
Score: -25607004.000000 Penalty: 6141.086426
	Iteration 61Q: 3 clusters Score -2.5607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 215226 members 
Entering Unmasked Estep 
Score: -25607014.000000 Penalty: 6141.086426
	Iteration 62Q: 3 clusters Score -2.560701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 215227 members 
Entering Unmasked Estep 
Score: -25607008.000000 Penalty: 6141.086426
	Iteration 63Q: 3 clusters Score -2.560701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 215229 members 
Entering Unmasked Estep 
Score: -25607002.000000 Penalty: 6141.086426
	Iteration 64Q: 3 clusters Score -2.5607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 215231 members 
Entering Unmasked Estep 
Score: -25607014.000000 Penalty: 6141.086426
	Iteration 65Q: 3 clusters Score -2.560701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -25607012.000000 Penalty: 6141.086426
	Iteration 66Q: 3 clusters Score -2.560701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 215239 members 
Entering Unmasked Estep 
Score: -25607012.000000 Penalty: 6141.086426
	Iteration 67Q: 3 clusters Score -2.560701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 215239 members 
Entering Unmasked Estep 
Score: -25607012.000000 Penalty: 6141.086426
	Iteration 68F: 3 clusters Score -2.560701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 23046 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 10758 members 
Mstep: Class 33 contains 215239 members 
Entering Unmasked Estep 
Score: -211629056.000000 Penalty: 118571.953125
Splitting cluster 15 changes total score from -211321712.000000 to -211629056.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (203099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203099 members 
Entering Unmasked Estep 
Score: -23396718.000000 Penalty: 3030.919434
	Iteration 0F: 2 clusters Score -2.339672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
Score: -23264270.000000 Penalty: 6061.838867
	Iteration 0F: 3 clusters Score -2.326427e+07 nChanged 97496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -23322472.000000 Penalty: 6061.838867
	Iteration 1F: 3 clusters Score -2.332247e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -23324336.000000 Penalty: 6061.838867
	Iteration 2Q: 3 clusters Score -2.332434e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -23327664.000000 Penalty: 6061.838867
	Iteration 3Q: 3 clusters Score -2.332766e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110964 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -23332256.000000 Penalty: 6061.838867
	Iteration 4Q: 3 clusters Score -2.333226e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -23337960.000000 Penalty: 6061.838867
	Iteration 5F: 3 clusters Score -2.333796e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121647 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -23344240.000000 Penalty: 6061.838867
	Iteration 6F: 3 clusters Score -2.334424e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -23349702.000000 Penalty: 6061.838867
	Iteration 7F: 3 clusters Score -2.33497e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135154 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -23354904.000000 Penalty: 6061.838867
	Iteration 8F: 3 clusters Score -2.33549e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -23359482.000000 Penalty: 6061.838867
	Iteration 9Q: 3 clusters Score -2.335948e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150780 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -23364466.000000 Penalty: 6061.838867
	Iteration 10Q: 3 clusters Score -2.336447e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159291 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -23369500.000000 Penalty: 6061.838867
	Iteration 11Q: 3 clusters Score -2.33695e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -23374828.000000 Penalty: 6061.838867
	Iteration 12Q: 3 clusters Score -2.337483e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176065 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -23379846.000000 Penalty: 6061.838867
	Iteration 13Q: 3 clusters Score -2.337985e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -23384024.000000 Penalty: 6061.838867
	Iteration 14Q: 3 clusters Score -2.338402e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188373 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -23387464.000000 Penalty: 6061.838867
	Iteration 15Q: 3 clusters Score -2.338746e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192378 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -23389776.000000 Penalty: 6061.838867
	Iteration 16Q: 3 clusters Score -2.338978e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195203 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -23391174.000000 Penalty: 6061.838867
	Iteration 17Q: 3 clusters Score -2.339117e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197057 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -23392280.000000 Penalty: 6061.838867
	Iteration 18Q: 3 clusters Score -2.339228e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198346 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -23393000.000000 Penalty: 6061.838867
	Iteration 19Q: 3 clusters Score -2.3393e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -23393544.000000 Penalty: 6061.838867
	Iteration 20F: 3 clusters Score -2.339354e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199785 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -23393790.000000 Penalty: 6061.838867
	Iteration 21Q: 3 clusters Score -2.339379e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200177 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -23393988.000000 Penalty: 6061.838867
	Iteration 22Q: 3 clusters Score -2.339399e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200435 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23394072.000000 Penalty: 6061.838867
	Iteration 23Q: 3 clusters Score -2.339407e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200628 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23394170.000000 Penalty: 6061.838867
	Iteration 24Q: 3 clusters Score -2.339417e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -23394280.000000 Penalty: 6061.838867
	Iteration 25Q: 3 clusters Score -2.339428e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200899 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -23394320.000000 Penalty: 6061.838867
	Iteration 26Q: 3 clusters Score -2.339432e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200987 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23394390.000000 Penalty: 6061.838867
	Iteration 27Q: 3 clusters Score -2.339439e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23394440.000000 Penalty: 6061.838867
	Iteration 28Q: 3 clusters Score -2.339444e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201114 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23394428.000000 Penalty: 6061.838867
	Iteration 29Q: 3 clusters Score -2.339443e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201168 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -23394454.000000 Penalty: 6061.838867
	Iteration 30Q: 3 clusters Score -2.339445e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201221 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23394508.000000 Penalty: 6061.838867
	Iteration 31Q: 3 clusters Score -2.339451e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -23394546.000000 Penalty: 6061.838867
	Iteration 32Q: 3 clusters Score -2.339455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201287 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -23394562.000000 Penalty: 6061.838867
	Iteration 33Q: 3 clusters Score -2.339456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201323 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23394610.000000 Penalty: 6061.838867
	Iteration 34Q: 3 clusters Score -2.339461e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201358 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23394638.000000 Penalty: 6061.838867
	Iteration 35Q: 3 clusters Score -2.339464e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201393 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23394648.000000 Penalty: 6061.838867
	Iteration 36Q: 3 clusters Score -2.339465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201421 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -23394686.000000 Penalty: 6061.838867
	Iteration 37Q: 3 clusters Score -2.339469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201454 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23394698.000000 Penalty: 6061.838867
	Iteration 38Q: 3 clusters Score -2.33947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201481 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -23394690.000000 Penalty: 6061.838867
	Iteration 39Q: 3 clusters Score -2.339469e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201504 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23394718.000000 Penalty: 6061.838867
	Iteration 40F: 3 clusters Score -2.339472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201532 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23394748.000000 Penalty: 6061.838867
	Iteration 41Q: 3 clusters Score -2.339475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201549 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -23394764.000000 Penalty: 6061.838867
	Iteration 42Q: 3 clusters Score -2.339476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201566 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23394778.000000 Penalty: 6061.838867
	Iteration 43Q: 3 clusters Score -2.339478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201589 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -23394806.000000 Penalty: 6061.838867
	Iteration 44Q: 3 clusters Score -2.339481e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201593 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23394826.000000 Penalty: 6061.838867
	Iteration 45Q: 3 clusters Score -2.339483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201605 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -23394878.000000 Penalty: 6061.838867
	Iteration 46Q: 3 clusters Score -2.339488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201607 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23394854.000000 Penalty: 6061.838867
	Iteration 47Q: 3 clusters Score -2.339485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201612 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23394854.000000 Penalty: 6061.838867
	Iteration 48Q: 3 clusters Score -2.339485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201618 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23394862.000000 Penalty: 6061.838867
	Iteration 49Q: 3 clusters Score -2.339486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201619 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -23394850.000000 Penalty: 6061.838867
	Iteration 50Q: 3 clusters Score -2.339485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201627 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -23394838.000000 Penalty: 6061.838867
	Iteration 51Q: 3 clusters Score -2.339484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201634 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -23394868.000000 Penalty: 6061.838867
	Iteration 52Q: 3 clusters Score -2.339487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23394886.000000 Penalty: 6061.838867
	Iteration 53Q: 3 clusters Score -2.339489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201653 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -23394892.000000 Penalty: 6061.838867
	Iteration 54Q: 3 clusters Score -2.339489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201659 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23394892.000000 Penalty: 6061.838867
	Iteration 55Q: 3 clusters Score -2.339489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201667 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23394876.000000 Penalty: 6061.838867
	Iteration 56Q: 3 clusters Score -2.339488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201678 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23394894.000000 Penalty: 6061.838867
	Iteration 57Q: 3 clusters Score -2.339489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201680 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23394904.000000 Penalty: 6061.838867
	Iteration 58Q: 3 clusters Score -2.33949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201684 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -23394908.000000 Penalty: 6061.838867
	Iteration 59Q: 3 clusters Score -2.339491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201684 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -23394912.000000 Penalty: 6061.838867
	Iteration 60F: 3 clusters Score -2.339491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201687 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23394918.000000 Penalty: 6061.838867
	Iteration 61Q: 3 clusters Score -2.339492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201691 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23394926.000000 Penalty: 6061.838867
	Iteration 62Q: 3 clusters Score -2.339493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201689 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23394912.000000 Penalty: 6061.838867
	Iteration 63Q: 3 clusters Score -2.339491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201689 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23394912.000000 Penalty: 6061.838867
	Iteration 64F: 3 clusters Score -2.339491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Entering Unmasked Estep 
Score: -1912072.375000 Penalty: 2471.426514
	Iteration 0F: 2 clusters Score -1912072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1897381.125000 Penalty: 4942.853027
	Iteration 0F: 3 clusters Score -1897381 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1906013.000000 Penalty: 4942.853027
	Iteration 1F: 3 clusters Score -1906013 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1910285.750000 Penalty: 4942.853027
	Iteration 2F: 3 clusters Score -1910286 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1913152.375000 Penalty: 4942.853027
	Iteration 3F: 3 clusters Score -1913152 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1914527.250000 Penalty: 4942.853027
	Iteration 4F: 3 clusters Score -1914527 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1915198.250000 Penalty: 4942.853027
	Iteration 5Q: 3 clusters Score -1915198 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1915750.125000 Penalty: 4942.853027
	Iteration 6Q: 3 clusters Score -1915750 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1916259.875000 Penalty: 4942.853027
	Iteration 7Q: 3 clusters Score -1916260 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1916644.000000 Penalty: 4942.853027
	Iteration 8Q: 3 clusters Score -1916644 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1916944.375000 Penalty: 4942.853027
	Iteration 9Q: 3 clusters Score -1916944 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1917217.125000 Penalty: 4942.853027
	Iteration 10Q: 3 clusters Score -1917217 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1917623.750000 Penalty: 4942.853027
	Iteration 11Q: 3 clusters Score -1917624 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1918013.125000 Penalty: 4942.853027
	Iteration 12Q: 3 clusters Score -1918013 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1918241.500000 Penalty: 4942.853027
	Iteration 13Q: 3 clusters Score -1918242 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1918376.375000 Penalty: 4942.853027
	Iteration 14Q: 3 clusters Score -1918376 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1918449.500000 Penalty: 4942.853027
	Iteration 15Q: 3 clusters Score -1918450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1918496.375000 Penalty: 4942.853027
	Iteration 16Q: 3 clusters Score -1918496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1918530.250000 Penalty: 4942.853027
	Iteration 17Q: 3 clusters Score -1918530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1918564.625000 Penalty: 4942.853027
	Iteration 18Q: 3 clusters Score -1918565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1918593.875000 Penalty: 4942.853027
	Iteration 19Q: 3 clusters Score -1918594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1918627.375000 Penalty: 4942.853027
	Iteration 20F: 3 clusters Score -1918627 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1918676.250000 Penalty: 4942.853027
	Iteration 21Q: 3 clusters Score -1918676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1918733.250000 Penalty: 4942.853027
	Iteration 22Q: 3 clusters Score -1918733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1918815.750000 Penalty: 4942.853027
	Iteration 23Q: 3 clusters Score -1918816 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1918904.750000 Penalty: 4942.853027
	Iteration 24Q: 3 clusters Score -1918905 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1918997.000000 Penalty: 4942.853027
	Iteration 25Q: 3 clusters Score -1918997 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1919070.750000 Penalty: 4942.853027
	Iteration 26Q: 3 clusters Score -1919071 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1919116.750000 Penalty: 4942.853027
	Iteration 27Q: 3 clusters Score -1919117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1919136.750000 Penalty: 4942.853027
	Iteration 28Q: 3 clusters Score -1919137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1919148.625000 Penalty: 4942.853027
	Iteration 29Q: 3 clusters Score -1919149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1919153.375000 Penalty: 4942.853027
	Iteration 30Q: 3 clusters Score -1919153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1919155.500000 Penalty: 4942.853027
	Iteration 31Q: 3 clusters Score -1919156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1919163.375000 Penalty: 4942.853027
	Iteration 32Q: 3 clusters Score -1919163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1919166.875000 Penalty: 4942.853027
	Iteration 33Q: 3 clusters Score -1919167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1919167.375000 Penalty: 4942.853027
	Iteration 34Q: 3 clusters Score -1919167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1919174.250000 Penalty: 4942.853027
	Iteration 35Q: 3 clusters Score -1919174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1919181.125000 Penalty: 4942.853027
	Iteration 36Q: 3 clusters Score -1919181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1919183.250000 Penalty: 4942.853027
	Iteration 37Q: 3 clusters Score -1919183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1919186.625000 Penalty: 4942.853027
	Iteration 38Q: 3 clusters Score -1919187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1919189.875000 Penalty: 4942.853027
	Iteration 39Q: 3 clusters Score -1919190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1919187.875000 Penalty: 4942.853027
	Iteration 40F: 3 clusters Score -1919188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1919187.875000 Penalty: 4942.853027
	Iteration 41Q: 3 clusters Score -1919188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1919188.625000 Penalty: 4942.853027
	Iteration 42Q: 3 clusters Score -1919189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1919192.875000 Penalty: 4942.853027
	Iteration 43Q: 3 clusters Score -1919193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1919191.125000 Penalty: 4942.853027
	Iteration 44Q: 3 clusters Score -1919191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1919188.125000 Penalty: 4942.853027
	Iteration 45Q: 3 clusters Score -1919188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1919191.000000 Penalty: 4942.853027
	Iteration 46Q: 3 clusters Score -1919191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1919192.000000 Penalty: 4942.853027
	Iteration 47Q: 3 clusters Score -1919192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1919192.000000 Penalty: 4942.853027
	Iteration 48F: 3 clusters Score -1919192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 23046 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 186424 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 10758 members 
Mstep: Class 33 contains 215239 members 
Mstep: Class 34 contains 14264 members 
Entering Unmasked Estep 
Score: -211635456.000000 Penalty: 122165.039062
Splitting cluster 17 changes total score from -211321712.000000 to -211635456.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (186424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186424 members 
Entering Unmasked Estep 
Score: -20932938.000000 Penalty: 3009.673340
	Iteration 0F: 2 clusters Score -2.093294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -20808512.000000 Penalty: 6019.346680
	Iteration 0F: 3 clusters Score -2.080851e+07 nChanged 89829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -20870144.000000 Penalty: 6019.346680
	Iteration 1F: 3 clusters Score -2.087014e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -20885418.000000 Penalty: 6019.346680
	Iteration 2F: 3 clusters Score -2.088542e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -20907112.000000 Penalty: 6019.346680
	Iteration 3F: 3 clusters Score -2.090711e+07 nChanged 18743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -20930612.000000 Penalty: 6019.346680
	Iteration 4F: 3 clusters Score -2.093061e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -20948326.000000 Penalty: 6019.346680
	Iteration 5F: 3 clusters Score -2.094833e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -20957626.000000 Penalty: 6019.346680
	Iteration 6F: 3 clusters Score -2.095763e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -20961434.000000 Penalty: 6019.346680
	Iteration 7Q: 3 clusters Score -2.096143e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -20963032.000000 Penalty: 6019.346680
	Iteration 8Q: 3 clusters Score -2.096303e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -20963978.000000 Penalty: 6019.346680
	Iteration 9Q: 3 clusters Score -2.096398e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -20964794.000000 Penalty: 6019.346680
	Iteration 10Q: 3 clusters Score -2.096479e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -20965438.000000 Penalty: 6019.346680
	Iteration 11Q: 3 clusters Score -2.096544e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -20965940.000000 Penalty: 6019.346680
	Iteration 12Q: 3 clusters Score -2.096594e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -20966324.000000 Penalty: 6019.346680
	Iteration 13Q: 3 clusters Score -2.096632e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -20966802.000000 Penalty: 6019.346680
	Iteration 14Q: 3 clusters Score -2.09668e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -20967082.000000 Penalty: 6019.346680
	Iteration 15Q: 3 clusters Score -2.096708e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -20967496.000000 Penalty: 6019.346680
	Iteration 16Q: 3 clusters Score -2.09675e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -20967854.000000 Penalty: 6019.346680
	Iteration 17Q: 3 clusters Score -2.096785e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -20968210.000000 Penalty: 6019.346680
	Iteration 18Q: 3 clusters Score -2.096821e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -20968462.000000 Penalty: 6019.346680
	Iteration 19Q: 3 clusters Score -2.096846e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -20968792.000000 Penalty: 6019.346680
	Iteration 20F: 3 clusters Score -2.096879e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -20969030.000000 Penalty: 6019.346680
	Iteration 21Q: 3 clusters Score -2.096903e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -20969218.000000 Penalty: 6019.346680
	Iteration 22Q: 3 clusters Score -2.096922e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -20969374.000000 Penalty: 6019.346680
	Iteration 23Q: 3 clusters Score -2.096937e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104705 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -20969570.000000 Penalty: 6019.346680
	Iteration 24Q: 3 clusters Score -2.096957e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -20969774.000000 Penalty: 6019.346680
	Iteration 25Q: 3 clusters Score -2.096977e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -20969936.000000 Penalty: 6019.346680
	Iteration 26Q: 3 clusters Score -2.096994e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -20970068.000000 Penalty: 6019.346680
	Iteration 27Q: 3 clusters Score -2.097007e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -20970200.000000 Penalty: 6019.346680
	Iteration 28Q: 3 clusters Score -2.09702e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -20970182.000000 Penalty: 6019.346680
	Iteration 29Q: 3 clusters Score -2.097018e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -20970236.000000 Penalty: 6019.346680
	Iteration 30Q: 3 clusters Score -2.097024e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -20970282.000000 Penalty: 6019.346680
	Iteration 31Q: 3 clusters Score -2.097028e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -20970348.000000 Penalty: 6019.346680
	Iteration 32Q: 3 clusters Score -2.097035e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -20970418.000000 Penalty: 6019.346680
	Iteration 33Q: 3 clusters Score -2.097042e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -20970532.000000 Penalty: 6019.346680
	Iteration 34Q: 3 clusters Score -2.097053e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -20970590.000000 Penalty: 6019.346680
	Iteration 35Q: 3 clusters Score -2.097059e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -20970620.000000 Penalty: 6019.346680
	Iteration 36Q: 3 clusters Score -2.097062e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -20970574.000000 Penalty: 6019.346680
	Iteration 37Q: 3 clusters Score -2.097057e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -20970576.000000 Penalty: 6019.346680
	Iteration 38Q: 3 clusters Score -2.097058e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -20970598.000000 Penalty: 6019.346680
	Iteration 39Q: 3 clusters Score -2.09706e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -20970718.000000 Penalty: 6019.346680
	Iteration 40F: 3 clusters Score -2.097072e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -20970818.000000 Penalty: 6019.346680
	Iteration 41Q: 3 clusters Score -2.097082e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -20970782.000000 Penalty: 6019.346680
	Iteration 42Q: 3 clusters Score -2.097078e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -20970750.000000 Penalty: 6019.346680
	Iteration 43Q: 3 clusters Score -2.097075e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -20970754.000000 Penalty: 6019.346680
	Iteration 44Q: 3 clusters Score -2.097075e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -20970702.000000 Penalty: 6019.346680
	Iteration 45Q: 3 clusters Score -2.09707e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -20970666.000000 Penalty: 6019.346680
	Iteration 46Q: 3 clusters Score -2.097067e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -20970718.000000 Penalty: 6019.346680
	Iteration 47Q: 3 clusters Score -2.097072e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -20970728.000000 Penalty: 6019.346680
	Iteration 48Q: 3 clusters Score -2.097073e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -20970780.000000 Penalty: 6019.346680
	Iteration 49Q: 3 clusters Score -2.097078e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -20970828.000000 Penalty: 6019.346680
	Iteration 50Q: 3 clusters Score -2.097083e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -20970724.000000 Penalty: 6019.346680
	Iteration 51Q: 3 clusters Score -2.097072e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -20970788.000000 Penalty: 6019.346680
	Iteration 52Q: 3 clusters Score -2.097079e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -20970796.000000 Penalty: 6019.346680
	Iteration 53Q: 3 clusters Score -2.09708e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -20970790.000000 Penalty: 6019.346680
	Iteration 54Q: 3 clusters Score -2.097079e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -20970762.000000 Penalty: 6019.346680
	Iteration 55Q: 3 clusters Score -2.097076e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -20970796.000000 Penalty: 6019.346680
	Iteration 56Q: 3 clusters Score -2.09708e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -20970802.000000 Penalty: 6019.346680
	Iteration 57Q: 3 clusters Score -2.09708e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -20970818.000000 Penalty: 6019.346680
	Iteration 58Q: 3 clusters Score -2.097082e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -20970856.000000 Penalty: 6019.346680
	Iteration 59Q: 3 clusters Score -2.097086e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -20970850.000000 Penalty: 6019.346680
	Iteration 60F: 3 clusters Score -2.097085e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -20970880.000000 Penalty: 6019.346680
	Iteration 61Q: 3 clusters Score -2.097088e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -20970892.000000 Penalty: 6019.346680
	Iteration 62Q: 3 clusters Score -2.097089e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -20970880.000000 Penalty: 6019.346680
	Iteration 63Q: 3 clusters Score -2.097088e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -20970842.000000 Penalty: 6019.346680
	Iteration 64Q: 3 clusters Score -2.097084e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -20970844.000000 Penalty: 6019.346680
	Iteration 65Q: 3 clusters Score -2.097084e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -20970894.000000 Penalty: 6019.346680
	Iteration 66Q: 3 clusters Score -2.097089e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -20970900.000000 Penalty: 6019.346680
	Iteration 67Q: 3 clusters Score -2.09709e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -20970924.000000 Penalty: 6019.346680
	Iteration 68Q: 3 clusters Score -2.097092e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -20970930.000000 Penalty: 6019.346680
	Iteration 69Q: 3 clusters Score -2.097093e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -20970932.000000 Penalty: 6019.346680
	Iteration 70Q: 3 clusters Score -2.097093e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -20970978.000000 Penalty: 6019.346680
	Iteration 71Q: 3 clusters Score -2.097098e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -20971008.000000 Penalty: 6019.346680
	Iteration 72Q: 3 clusters Score -2.097101e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -20971046.000000 Penalty: 6019.346680
	Iteration 73Q: 3 clusters Score -2.097105e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -20971068.000000 Penalty: 6019.346680
	Iteration 74Q: 3 clusters Score -2.097107e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -20971110.000000 Penalty: 6019.346680
	Iteration 75Q: 3 clusters Score -2.097111e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -20971102.000000 Penalty: 6019.346680
	Iteration 76Q: 3 clusters Score -2.09711e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -20971084.000000 Penalty: 6019.346680
	Iteration 77Q: 3 clusters Score -2.097108e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -20971084.000000 Penalty: 6019.346680
	Iteration 78Q: 3 clusters Score -2.097108e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -20971080.000000 Penalty: 6019.346680
	Iteration 79Q: 3 clusters Score -2.097108e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -20971120.000000 Penalty: 6019.346680
	Iteration 80F: 3 clusters Score -2.097112e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -20971106.000000 Penalty: 6019.346680
	Iteration 81Q: 3 clusters Score -2.097111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -20971114.000000 Penalty: 6019.346680
	Iteration 82Q: 3 clusters Score -2.097111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -20971098.000000 Penalty: 6019.346680
	Iteration 83Q: 3 clusters Score -2.09711e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -20971130.000000 Penalty: 6019.346680
	Iteration 84Q: 3 clusters Score -2.097113e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -20971106.000000 Penalty: 6019.346680
	Iteration 85Q: 3 clusters Score -2.097111e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -20971104.000000 Penalty: 6019.346680
	Iteration 86Q: 3 clusters Score -2.09711e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -20971122.000000 Penalty: 6019.346680
	Iteration 87Q: 3 clusters Score -2.097112e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -20971150.000000 Penalty: 6019.346680
	Iteration 88Q: 3 clusters Score -2.097115e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -20971158.000000 Penalty: 6019.346680
	Iteration 89Q: 3 clusters Score -2.097116e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -20971146.000000 Penalty: 6019.346680
	Iteration 90Q: 3 clusters Score -2.097115e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -20971152.000000 Penalty: 6019.346680
	Iteration 91Q: 3 clusters Score -2.097115e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -20971148.000000 Penalty: 6019.346680
	Iteration 92Q: 3 clusters Score -2.097115e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -20971142.000000 Penalty: 6019.346680
	Iteration 93Q: 3 clusters Score -2.097114e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -20971146.000000 Penalty: 6019.346680
	Iteration 94Q: 3 clusters Score -2.097115e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -20971084.000000 Penalty: 6019.346680
	Iteration 95Q: 3 clusters Score -2.097108e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -20971096.000000 Penalty: 6019.346680
	Iteration 96Q: 3 clusters Score -2.09711e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -20971108.000000 Penalty: 6019.346680
	Iteration 97Q: 3 clusters Score -2.097111e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -20971130.000000 Penalty: 6019.346680
	Iteration 98Q: 3 clusters Score -2.097113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -20971108.000000 Penalty: 6019.346680
	Iteration 99Q: 3 clusters Score -2.097111e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -20971152.000000 Penalty: 6019.346680
	Iteration 100F: 3 clusters Score -2.097115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -20971190.000000 Penalty: 6019.346680
	Iteration 101Q: 3 clusters Score -2.097119e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -20971178.000000 Penalty: 6019.346680
	Iteration 102Q: 3 clusters Score -2.097118e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -20971152.000000 Penalty: 6019.346680
	Iteration 103Q: 3 clusters Score -2.097115e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -20971182.000000 Penalty: 6019.346680
	Iteration 104Q: 3 clusters Score -2.097118e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -20971182.000000 Penalty: 6019.346680
	Iteration 105Q: 3 clusters Score -2.097118e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -20971156.000000 Penalty: 6019.346680
	Iteration 106Q: 3 clusters Score -2.097116e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -20971170.000000 Penalty: 6019.346680
	Iteration 107Q: 3 clusters Score -2.097117e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -20971130.000000 Penalty: 6019.346680
	Iteration 108Q: 3 clusters Score -2.097113e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -20971130.000000 Penalty: 6019.346680
	Iteration 109Q: 3 clusters Score -2.097113e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -20971112.000000 Penalty: 6019.346680
	Iteration 110Q: 3 clusters Score -2.097111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -20971132.000000 Penalty: 6019.346680
	Iteration 111Q: 3 clusters Score -2.097113e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -20971092.000000 Penalty: 6019.346680
	Iteration 112Q: 3 clusters Score -2.097109e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 103346 members 
Entering Unmasked Estep 
Score: -20971138.000000 Penalty: 6019.346680
	Iteration 113Q: 3 clusters Score -2.097114e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 114Q: 3 clusters Score -2.097112e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -20971098.000000 Penalty: 6019.346680
	Iteration 115Q: 3 clusters Score -2.09711e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -20971104.000000 Penalty: 6019.346680
	Iteration 116Q: 3 clusters Score -2.09711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -20971126.000000 Penalty: 6019.346680
	Iteration 117Q: 3 clusters Score -2.097113e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -20971154.000000 Penalty: 6019.346680
	Iteration 118Q: 3 clusters Score -2.097115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -20971162.000000 Penalty: 6019.346680
	Iteration 119Q: 3 clusters Score -2.097116e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -20971158.000000 Penalty: 6019.346680
	Iteration 120F: 3 clusters Score -2.097116e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -20971144.000000 Penalty: 6019.346680
	Iteration 121Q: 3 clusters Score -2.097114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -20971132.000000 Penalty: 6019.346680
	Iteration 122Q: 3 clusters Score -2.097113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -20971134.000000 Penalty: 6019.346680
	Iteration 123Q: 3 clusters Score -2.097113e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -20971168.000000 Penalty: 6019.346680
	Iteration 124Q: 3 clusters Score -2.097117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -20971172.000000 Penalty: 6019.346680
	Iteration 125Q: 3 clusters Score -2.097117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -20971152.000000 Penalty: 6019.346680
	Iteration 126Q: 3 clusters Score -2.097115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -20971184.000000 Penalty: 6019.346680
	Iteration 127Q: 3 clusters Score -2.097118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -20971192.000000 Penalty: 6019.346680
	Iteration 128Q: 3 clusters Score -2.097119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -20971168.000000 Penalty: 6019.346680
	Iteration 129Q: 3 clusters Score -2.097117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -20971156.000000 Penalty: 6019.346680
	Iteration 130Q: 3 clusters Score -2.097116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 131Q: 3 clusters Score -2.097112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -20971128.000000 Penalty: 6019.346680
	Iteration 132Q: 3 clusters Score -2.097113e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -20971106.000000 Penalty: 6019.346680
	Iteration 133Q: 3 clusters Score -2.097111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -20971106.000000 Penalty: 6019.346680
	Iteration 134Q: 3 clusters Score -2.097111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -20971114.000000 Penalty: 6019.346680
	Iteration 135Q: 3 clusters Score -2.097111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -20971118.000000 Penalty: 6019.346680
	Iteration 136Q: 3 clusters Score -2.097112e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 137Q: 3 clusters Score -2.097112e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -20971146.000000 Penalty: 6019.346680
	Iteration 138Q: 3 clusters Score -2.097115e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -20971138.000000 Penalty: 6019.346680
	Iteration 139Q: 3 clusters Score -2.097114e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 104764 members 
Entering Unmasked Estep 
Score: -20971132.000000 Penalty: 6019.346680
	Iteration 140F: 3 clusters Score -2.097113e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -20971156.000000 Penalty: 6019.346680
	Iteration 141Q: 3 clusters Score -2.097116e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -20971114.000000 Penalty: 6019.346680
	Iteration 142Q: 3 clusters Score -2.097111e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 143Q: 3 clusters Score -2.097112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -20971142.000000 Penalty: 6019.346680
	Iteration 144Q: 3 clusters Score -2.097114e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -20971122.000000 Penalty: 6019.346680
	Iteration 145Q: 3 clusters Score -2.097112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -20971134.000000 Penalty: 6019.346680
	Iteration 146Q: 3 clusters Score -2.097113e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -20971116.000000 Penalty: 6019.346680
	Iteration 147Q: 3 clusters Score -2.097112e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -20971146.000000 Penalty: 6019.346680
	Iteration 148Q: 3 clusters Score -2.097115e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -20971176.000000 Penalty: 6019.346680
	Iteration 149Q: 3 clusters Score -2.097118e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -20971158.000000 Penalty: 6019.346680
	Iteration 150Q: 3 clusters Score -2.097116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -20971170.000000 Penalty: 6019.346680
	Iteration 151Q: 3 clusters Score -2.097117e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -20971168.000000 Penalty: 6019.346680
	Iteration 152Q: 3 clusters Score -2.097117e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -20971148.000000 Penalty: 6019.346680
	Iteration 153Q: 3 clusters Score -2.097115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 105857 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 154Q: 3 clusters Score -2.097112e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -20971118.000000 Penalty: 6019.346680
	Iteration 155Q: 3 clusters Score -2.097112e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -20971100.000000 Penalty: 6019.346680
	Iteration 156Q: 3 clusters Score -2.09711e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -20971102.000000 Penalty: 6019.346680
	Iteration 157Q: 3 clusters Score -2.09711e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -20971128.000000 Penalty: 6019.346680
	Iteration 158Q: 3 clusters Score -2.097113e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -20971092.000000 Penalty: 6019.346680
	Iteration 159Q: 3 clusters Score -2.097109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -20971092.000000 Penalty: 6019.346680
	Iteration 160F: 3 clusters Score -2.097109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -20971086.000000 Penalty: 6019.346680
	Iteration 161Q: 3 clusters Score -2.097109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -20971104.000000 Penalty: 6019.346680
	Iteration 162Q: 3 clusters Score -2.09711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -20971082.000000 Penalty: 6019.346680
	Iteration 163Q: 3 clusters Score -2.097108e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -20971056.000000 Penalty: 6019.346680
	Iteration 164Q: 3 clusters Score -2.097106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -20971062.000000 Penalty: 6019.346680
	Iteration 165Q: 3 clusters Score -2.097106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 106453 members 
Entering Unmasked Estep 
Score: -20971062.000000 Penalty: 6019.346680
	Iteration 166Q: 3 clusters Score -2.097106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -20971066.000000 Penalty: 6019.346680
	Iteration 167Q: 3 clusters Score -2.097107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -20971112.000000 Penalty: 6019.346680
	Iteration 168Q: 3 clusters Score -2.097111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -20971076.000000 Penalty: 6019.346680
	Iteration 169Q: 3 clusters Score -2.097108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -20971104.000000 Penalty: 6019.346680
	Iteration 170Q: 3 clusters Score -2.09711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -20971104.000000 Penalty: 6019.346680
	Iteration 171Q: 3 clusters Score -2.09711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -20971088.000000 Penalty: 6019.346680
	Iteration 172Q: 3 clusters Score -2.097109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -20971090.000000 Penalty: 6019.346680
	Iteration 173Q: 3 clusters Score -2.097109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -20971080.000000 Penalty: 6019.346680
	Iteration 174Q: 3 clusters Score -2.097108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -20971082.000000 Penalty: 6019.346680
	Iteration 175Q: 3 clusters Score -2.097108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -20971086.000000 Penalty: 6019.346680
	Iteration 176Q: 3 clusters Score -2.097109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -20971088.000000 Penalty: 6019.346680
	Iteration 177Q: 3 clusters Score -2.097109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -20971078.000000 Penalty: 6019.346680
	Iteration 178Q: 3 clusters Score -2.097108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -20971088.000000 Penalty: 6019.346680
	Iteration 179Q: 3 clusters Score -2.097109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -20971080.000000 Penalty: 6019.346680
	Iteration 180F: 3 clusters Score -2.097108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -20971098.000000 Penalty: 6019.346680
	Iteration 181Q: 3 clusters Score -2.09711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -20971052.000000 Penalty: 6019.346680
	Iteration 182Q: 3 clusters Score -2.097105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 106899 members 
Entering Unmasked Estep 
Score: -20971064.000000 Penalty: 6019.346680
	Iteration 183Q: 3 clusters Score -2.097106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -20971060.000000 Penalty: 6019.346680
	Iteration 184Q: 3 clusters Score -2.097106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -20971070.000000 Penalty: 6019.346680
	Iteration 185Q: 3 clusters Score -2.097107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 106983 members 
Entering Unmasked Estep 
Score: -20971078.000000 Penalty: 6019.346680
	Iteration 186Q: 3 clusters Score -2.097108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -20971102.000000 Penalty: 6019.346680
	Iteration 187Q: 3 clusters Score -2.09711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -20971102.000000 Penalty: 6019.346680
	Iteration 188Q: 3 clusters Score -2.09711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -20971088.000000 Penalty: 6019.346680
	Iteration 189Q: 3 clusters Score -2.097109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -20971098.000000 Penalty: 6019.346680
	Iteration 190Q: 3 clusters Score -2.09711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -20971078.000000 Penalty: 6019.346680
	Iteration 191Q: 3 clusters Score -2.097108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -20971074.000000 Penalty: 6019.346680
	Iteration 192Q: 3 clusters Score -2.097107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -20971084.000000 Penalty: 6019.346680
	Iteration 193Q: 3 clusters Score -2.097108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -20971104.000000 Penalty: 6019.346680
	Iteration 194Q: 3 clusters Score -2.09711e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -20971088.000000 Penalty: 6019.346680
	Iteration 195Q: 3 clusters Score -2.097109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -20971076.000000 Penalty: 6019.346680
	Iteration 196Q: 3 clusters Score -2.097108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -20971088.000000 Penalty: 6019.346680
	Iteration 197Q: 3 clusters Score -2.097109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -20971128.000000 Penalty: 6019.346680
	Iteration 198Q: 3 clusters Score -2.097113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 107390 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 199Q: 3 clusters Score -2.097112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -20971118.000000 Penalty: 6019.346680
	Iteration 200F: 3 clusters Score -2.097112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -20971108.000000 Penalty: 6019.346680
	Iteration 201Q: 3 clusters Score -2.097111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -20971112.000000 Penalty: 6019.346680
	Iteration 202Q: 3 clusters Score -2.097111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -20971114.000000 Penalty: 6019.346680
	Iteration 203Q: 3 clusters Score -2.097111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 204Q: 3 clusters Score -2.097112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -20971128.000000 Penalty: 6019.346680
	Iteration 205Q: 3 clusters Score -2.097113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 6019.346680
	Iteration 206Q: 3 clusters Score -2.097112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 107516 members 
Entering Unmasked Estep 
Score: -20971118.000000 Penalty: 6019.346680
	Iteration 207Q: 3 clusters Score -2.097112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -20971106.000000 Penalty: 6019.346680
	Iteration 208Q: 3 clusters Score -2.097111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -20971108.000000 Penalty: 6019.346680
	Iteration 209Q: 3 clusters Score -2.097111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -20971108.000000 Penalty: 6019.346680
	Iteration 210F: 3 clusters Score -2.097111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 23046 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 78901 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 128409 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 10758 members 
Mstep: Class 33 contains 215239 members 
Mstep: Class 34 contains 14264 members 
Mstep: Class 35 contains 107523 members 
Entering Unmasked Estep 
Score: -211660272.000000 Penalty: 125758.132812
Splitting cluster 18 changes total score from -211321712.000000 to -211660272.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (258944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258944 members 
Entering Unmasked Estep 
Score: -30380944.000000 Penalty: 3091.163086
	Iteration 0F: 2 clusters Score -3.038094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 129255 members 
Entering Unmasked Estep 
Score: -30218740.000000 Penalty: 6182.326172
	Iteration 0F: 3 clusters Score -3.021874e+07 nChanged 125035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134446 members 
Mstep: Class 2 contains 124498 members 
Entering Unmasked Estep 
Score: -30293284.000000 Penalty: 6182.326172
	Iteration 1F: 3 clusters Score -3.029328e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137724 members 
Mstep: Class 2 contains 121220 members 
Entering Unmasked Estep 
Score: -30295524.000000 Penalty: 6182.326172
	Iteration 2Q: 3 clusters Score -3.029552e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142762 members 
Mstep: Class 2 contains 116182 members 
Entering Unmasked Estep 
Score: -30298702.000000 Penalty: 6182.326172
	Iteration 3Q: 3 clusters Score -3.02987e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -30304132.000000 Penalty: 6182.326172
	Iteration 4Q: 3 clusters Score -3.030413e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -30311674.000000 Penalty: 6182.326172
	Iteration 5F: 3 clusters Score -3.031167e+07 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174271 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -30321436.000000 Penalty: 6182.326172
	Iteration 6F: 3 clusters Score -3.032144e+07 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189936 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -30331870.000000 Penalty: 6182.326172
	Iteration 7F: 3 clusters Score -3.033187e+07 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205584 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -30341466.000000 Penalty: 6182.326172
	Iteration 8F: 3 clusters Score -3.034147e+07 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219022 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -30349346.000000 Penalty: 6182.326172
	Iteration 9F: 3 clusters Score -3.034935e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229524 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -30356206.000000 Penalty: 6182.326172
	Iteration 10Q: 3 clusters Score -3.035621e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237478 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -30362060.000000 Penalty: 6182.326172
	Iteration 11Q: 3 clusters Score -3.036206e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243455 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -30366464.000000 Penalty: 6182.326172
	Iteration 12Q: 3 clusters Score -3.036646e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247854 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -30369848.000000 Penalty: 6182.326172
	Iteration 13Q: 3 clusters Score -3.036985e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250927 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -30372192.000000 Penalty: 6182.326172
	Iteration 14Q: 3 clusters Score -3.037219e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253097 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -30373894.000000 Penalty: 6182.326172
	Iteration 15Q: 3 clusters Score -3.037389e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254615 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -30375000.000000 Penalty: 6182.326172
	Iteration 16Q: 3 clusters Score -3.0375e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255673 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -30376012.000000 Penalty: 6182.326172
	Iteration 17Q: 3 clusters Score -3.037601e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256363 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -30376518.000000 Penalty: 6182.326172
	Iteration 18Q: 3 clusters Score -3.037652e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256857 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -30376976.000000 Penalty: 6182.326172
	Iteration 19Q: 3 clusters Score -3.037698e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257185 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -30377284.000000 Penalty: 6182.326172
	Iteration 20F: 3 clusters Score -3.037728e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257381 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -30377428.000000 Penalty: 6182.326172
	Iteration 21Q: 3 clusters Score -3.037743e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -30377538.000000 Penalty: 6182.326172
	Iteration 22Q: 3 clusters Score -3.037754e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257600 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -30377656.000000 Penalty: 6182.326172
	Iteration 23Q: 3 clusters Score -3.037766e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257680 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -30377688.000000 Penalty: 6182.326172
	Iteration 24Q: 3 clusters Score -3.037769e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257738 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -30377732.000000 Penalty: 6182.326172
	Iteration 25Q: 3 clusters Score -3.037773e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257777 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -30377804.000000 Penalty: 6182.326172
	Iteration 26Q: 3 clusters Score -3.03778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257799 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -30377824.000000 Penalty: 6182.326172
	Iteration 27Q: 3 clusters Score -3.037782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257818 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -30377870.000000 Penalty: 6182.326172
	Iteration 28Q: 3 clusters Score -3.037787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257845 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -30377914.000000 Penalty: 6182.326172
	Iteration 29Q: 3 clusters Score -3.037791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257868 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -30377902.000000 Penalty: 6182.326172
	Iteration 30Q: 3 clusters Score -3.03779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257888 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -30377938.000000 Penalty: 6182.326172
	Iteration 31Q: 3 clusters Score -3.037794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257898 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30377932.000000 Penalty: 6182.326172
	Iteration 32Q: 3 clusters Score -3.037793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257909 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -30377936.000000 Penalty: 6182.326172
	Iteration 33Q: 3 clusters Score -3.037794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257912 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -30377958.000000 Penalty: 6182.326172
	Iteration 34Q: 3 clusters Score -3.037796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257920 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -30377966.000000 Penalty: 6182.326172
	Iteration 35Q: 3 clusters Score -3.037797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257926 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -30377976.000000 Penalty: 6182.326172
	Iteration 36Q: 3 clusters Score -3.037798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257936 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -30377988.000000 Penalty: 6182.326172
	Iteration 37Q: 3 clusters Score -3.037799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257943 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -30378018.000000 Penalty: 6182.326172
	Iteration 38Q: 3 clusters Score -3.037802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -30378014.000000 Penalty: 6182.326172
	Iteration 39Q: 3 clusters Score -3.037801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257957 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -30378010.000000 Penalty: 6182.326172
	Iteration 40F: 3 clusters Score -3.037801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257964 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -30378026.000000 Penalty: 6182.326172
	Iteration 41Q: 3 clusters Score -3.037803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257971 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30378040.000000 Penalty: 6182.326172
	Iteration 42Q: 3 clusters Score -3.037804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257977 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -30378036.000000 Penalty: 6182.326172
	Iteration 43Q: 3 clusters Score -3.037804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257981 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -30378040.000000 Penalty: 6182.326172
	Iteration 44Q: 3 clusters Score -3.037804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257983 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -30378044.000000 Penalty: 6182.326172
	Iteration 45Q: 3 clusters Score -3.037804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257985 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -30378036.000000 Penalty: 6182.326172
	Iteration 46Q: 3 clusters Score -3.037804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257983 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -30378060.000000 Penalty: 6182.326172
	Iteration 47Q: 3 clusters Score -3.037806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -30378044.000000 Penalty: 6182.326172
	Iteration 48Q: 3 clusters Score -3.037804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257986 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -30378042.000000 Penalty: 6182.326172
	Iteration 49Q: 3 clusters Score -3.037804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257991 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -30378060.000000 Penalty: 6182.326172
	Iteration 50Q: 3 clusters Score -3.037806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257997 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -30378080.000000 Penalty: 6182.326172
	Iteration 51Q: 3 clusters Score -3.037808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -30378084.000000 Penalty: 6182.326172
	Iteration 52Q: 3 clusters Score -3.037808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -30378090.000000 Penalty: 6182.326172
	Iteration 53Q: 3 clusters Score -3.037809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -30378084.000000 Penalty: 6182.326172
	Iteration 54Q: 3 clusters Score -3.037808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30378078.000000 Penalty: 6182.326172
	Iteration 55Q: 3 clusters Score -3.037808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258001 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30378094.000000 Penalty: 6182.326172
	Iteration 56Q: 3 clusters Score -3.037809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -30378098.000000 Penalty: 6182.326172
	Iteration 57Q: 3 clusters Score -3.03781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30378104.000000 Penalty: 6182.326172
	Iteration 58Q: 3 clusters Score -3.03781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30378124.000000 Penalty: 6182.326172
	Iteration 59Q: 3 clusters Score -3.037812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30378128.000000 Penalty: 6182.326172
	Iteration 60F: 3 clusters Score -3.037813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30378134.000000 Penalty: 6182.326172
	Iteration 61Q: 3 clusters Score -3.037813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258007 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30378122.000000 Penalty: 6182.326172
	Iteration 62Q: 3 clusters Score -3.037812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30378132.000000 Penalty: 6182.326172
	Iteration 63Q: 3 clusters Score -3.037813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30378120.000000 Penalty: 6182.326172
	Iteration 64Q: 3 clusters Score -3.037812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30378108.000000 Penalty: 6182.326172
	Iteration 65Q: 3 clusters Score -3.037811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258007 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30378110.000000 Penalty: 6182.326172
	Iteration 66Q: 3 clusters Score -3.037811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30378102.000000 Penalty: 6182.326172
	Iteration 67Q: 3 clusters Score -3.03781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258009 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -30378108.000000 Penalty: 6182.326172
	Iteration 68Q: 3 clusters Score -3.037811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30378112.000000 Penalty: 6182.326172
	Iteration 69Q: 3 clusters Score -3.037811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30378106.000000 Penalty: 6182.326172
	Iteration 70Q: 3 clusters Score -3.037811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258007 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30378116.000000 Penalty: 6182.326172
	Iteration 71Q: 3 clusters Score -3.037812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30378118.000000 Penalty: 6182.326172
	Iteration 72Q: 3 clusters Score -3.037812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30378118.000000 Penalty: 6182.326172
	Iteration 73F: 3 clusters Score -3.037812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128409 members 
Entering Unmasked Estep 
Score: -14418028.000000 Penalty: 2917.218018
	Iteration 0F: 2 clusters Score -1.441803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -14332048.000000 Penalty: 5834.436035
	Iteration 0F: 3 clusters Score -1.433205e+07 nChanged 61244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -14376942.000000 Penalty: 5834.436035
	Iteration 1F: 3 clusters Score -1.437694e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -14396088.000000 Penalty: 5834.436035
	Iteration 2F: 3 clusters Score -1.439609e+07 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -14417914.000000 Penalty: 5834.436035
	Iteration 3F: 3 clusters Score -1.441791e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -14431667.000000 Penalty: 5834.436035
	Iteration 4F: 3 clusters Score -1.443167e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -14439672.000000 Penalty: 5834.436035
	Iteration 5F: 3 clusters Score -1.443967e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -14443337.000000 Penalty: 5834.436035
	Iteration 6Q: 3 clusters Score -1.444334e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -14444229.000000 Penalty: 5834.436035
	Iteration 7Q: 3 clusters Score -1.444423e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -14444534.000000 Penalty: 5834.436035
	Iteration 8Q: 3 clusters Score -1.444453e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -14444569.000000 Penalty: 5834.436035
	Iteration 9Q: 3 clusters Score -1.444457e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -14444672.000000 Penalty: 5834.436035
	Iteration 10Q: 3 clusters Score -1.444467e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -14444750.000000 Penalty: 5834.436035
	Iteration 11Q: 3 clusters Score -1.444475e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -14444769.000000 Penalty: 5834.436035
	Iteration 12Q: 3 clusters Score -1.444477e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -14444730.000000 Penalty: 5834.436035
	Iteration 13Q: 3 clusters Score -1.444473e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90225 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -14444743.000000 Penalty: 5834.436035
	Iteration 14Q: 3 clusters Score -1.444474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -14444728.000000 Penalty: 5834.436035
	Iteration 15Q: 3 clusters Score -1.444473e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -14444755.000000 Penalty: 5834.436035
	Iteration 16Q: 3 clusters Score -1.444476e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -14444756.000000 Penalty: 5834.436035
	Iteration 17Q: 3 clusters Score -1.444476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -14444746.000000 Penalty: 5834.436035
	Iteration 18Q: 3 clusters Score -1.444475e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -14444767.000000 Penalty: 5834.436035
	Iteration 19Q: 3 clusters Score -1.444477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -14444743.000000 Penalty: 5834.436035
	Iteration 20F: 3 clusters Score -1.444474e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -14444781.000000 Penalty: 5834.436035
	Iteration 21Q: 3 clusters Score -1.444478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -14444792.000000 Penalty: 5834.436035
	Iteration 22Q: 3 clusters Score -1.444479e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -14444820.000000 Penalty: 5834.436035
	Iteration 23Q: 3 clusters Score -1.444482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -14444809.000000 Penalty: 5834.436035
	Iteration 24Q: 3 clusters Score -1.444481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -14444802.000000 Penalty: 5834.436035
	Iteration 25Q: 3 clusters Score -1.44448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -14444800.000000 Penalty: 5834.436035
	Iteration 26Q: 3 clusters Score -1.44448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -14444804.000000 Penalty: 5834.436035
	Iteration 27Q: 3 clusters Score -1.44448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -14444803.000000 Penalty: 5834.436035
	Iteration 28Q: 3 clusters Score -1.44448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -14444781.000000 Penalty: 5834.436035
	Iteration 29Q: 3 clusters Score -1.444478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -14444784.000000 Penalty: 5834.436035
	Iteration 30Q: 3 clusters Score -1.444478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -14444789.000000 Penalty: 5834.436035
	Iteration 31Q: 3 clusters Score -1.444479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -14444772.000000 Penalty: 5834.436035
	Iteration 32Q: 3 clusters Score -1.444477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -14444766.000000 Penalty: 5834.436035
	Iteration 33Q: 3 clusters Score -1.444477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -14444768.000000 Penalty: 5834.436035
	Iteration 34Q: 3 clusters Score -1.444477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -14444768.000000 Penalty: 5834.436035
	Iteration 35Q: 3 clusters Score -1.444477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -14444767.000000 Penalty: 5834.436035
	Iteration 36Q: 3 clusters Score -1.444477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -14444772.000000 Penalty: 5834.436035
	Iteration 37Q: 3 clusters Score -1.444477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -14444770.000000 Penalty: 5834.436035
	Iteration 38Q: 3 clusters Score -1.444477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -14444770.000000 Penalty: 5834.436035
	Iteration 39F: 3 clusters Score -1.444477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 23046 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 78901 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 91036 members 
Mstep: Class 21 contains 30549 members 
Mstep: Class 22 contains 42469 members 
Mstep: Class 23 contains 133922 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 61904 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 38002 members 
Mstep: Class 29 contains 30064 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 10758 members 
Mstep: Class 33 contains 215239 members 
Mstep: Class 34 contains 14264 members 
Mstep: Class 35 contains 107523 members 
Mstep: Class 36 contains 37373 members 
Entering Unmasked Estep 
Score: -211682656.000000 Penalty: 129351.218750
Splitting cluster 20 changes total score from -211321712.000000 to -211682656.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 3 contains 132248 members 
Mstep: Class 4 contains 23065 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 6317 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 61137 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 23046 members 
Mstep: Class 16 contains 203099 members 
Mstep: Class 17 contains 7014 members 
Mstep: Class 18 contains 78901 members 
Mstep: Class 19 contains 258944 members 
Mstep: Class 20 contains 91036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211751600.000000 Penalty: 129351.218750
Iteration 39Q: 37 clusters Score -2.117516e+08 nChanged 80561
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 41618 members 
Mstep: Class 3 contains 132200 members 
Mstep: Class 4 contains 23519 members 
Mstep: Class 5 contains 20105 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 87347 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 10 contains 9242 members 
Mstep: Class 11 contains 64952 members 
Mstep: Class 12 contains 17424 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 17413 members 
Mstep: Class 15 contains 29763 members 
Mstep: Class 16 contains 202568 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 79183 members 
Mstep: Class 19 contains 258553 members 
Mstep: Class 20 contains 93743 members 
Mstep: Class 21 contains 30825 members 
Mstep: Class 22 contains 40550 members 
Mstep: Class 23 contains 135390 members 
Mstep: Class 24 contains 6622 members 
Mstep: Class 25 contains 58056 members 
Mstep: Class 26 contains 42397 members 
Mstep: Class 27 contains 15413 members 
Mstep: Class 28 contains 33903 members 
Mstep: Class 29 contains 30303 members 
Mstep: Class 30 contains 20576 members 
Mstep: Class 31 contains 7890 members 
Mstep: Class 32 contains 10803 members 
Mstep: Class 33 contains 205758 members 
Mstep: Class 34 contains 13245 members 
Mstep: Class 35 contains 104239 members 
Mstep: Class 36 contains 37097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211802608.000000 Penalty: 129351.218750
Iteration 40F: 37 clusters Score -2.118026e+08 nChanged 61132
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 41527 members 
Mstep: Class 3 contains 129052 members 
Mstep: Class 4 contains 23469 members 
Mstep: Class 5 contains 20233 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 86778 members 
Mstep: Class 9 contains 35706 members 
Mstep: Class 10 contains 9724 members 
Mstep: Class 11 contains 64498 members 
Mstep: Class 12 contains 17036 members 
Mstep: Class 13 contains 11769 members 
Mstep: Class 14 contains 17548 members 
Mstep: Class 15 contains 34181 members 
Mstep: Class 16 contains 201615 members 
Mstep: Class 17 contains 9359 members 
Mstep: Class 18 contains 78139 members 
Mstep: Class 19 contains 255947 members 
Mstep: Class 20 contains 93340 members 
Mstep: Class 21 contains 31445 members 
Mstep: Class 22 contains 41804 members 
Mstep: Class 23 contains 139355 members 
Mstep: Class 24 contains 7714 members 
Mstep: Class 25 contains 58073 members 
Mstep: Class 26 contains 41776 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 33799 members 
Mstep: Class 29 contains 31016 members 
Mstep: Class 30 contains 20578 members 
Mstep: Class 31 contains 8115 members 
Mstep: Class 32 contains 11862 members 
Mstep: Class 33 contains 203771 members 
Mstep: Class 34 contains 14093 members 
Mstep: Class 35 contains 103537 members 
Mstep: Class 36 contains 37134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211821104.000000 Penalty: 129351.218750
Iteration 41Q: 37 clusters Score -2.118211e+08 nChanged 34931
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 41615 members 
Mstep: Class 3 contains 126596 members 
Mstep: Class 4 contains 23646 members 
Mstep: Class 5 contains 20640 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 86187 members 
Mstep: Class 9 contains 35328 members 
Mstep: Class 10 contains 10178 members 
Mstep: Class 11 contains 64616 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 38184 members 
Mstep: Class 16 contains 201391 members 
Mstep: Class 17 contains 9900 members 
Mstep: Class 18 contains 77577 members 
Mstep: Class 19 contains 254108 members 
Mstep: Class 20 contains 92880 members 
Mstep: Class 21 contains 32187 members 
Mstep: Class 22 contains 42490 members 
Mstep: Class 23 contains 141176 members 
Mstep: Class 24 contains 8076 members 
Mstep: Class 25 contains 58097 members 
Mstep: Class 26 contains 41282 members 
Mstep: Class 27 contains 16482 members 
Mstep: Class 28 contains 33373 members 
Mstep: Class 29 contains 31425 members 
Mstep: Class 30 contains 20530 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 12497 members 
Mstep: Class 33 contains 201542 members 
Mstep: Class 34 contains 14814 members 
Mstep: Class 35 contains 102589 members 
Mstep: Class 36 contains 37198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211832176.000000 Penalty: 129351.218750
Iteration 42Q: 37 clusters Score -2.118322e+08 nChanged 26804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 41771 members 
Mstep: Class 3 contains 124691 members 
Mstep: Class 4 contains 23864 members 
Mstep: Class 5 contains 21041 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 8148 members 
Mstep: Class 8 contains 85604 members 
Mstep: Class 9 contains 35334 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 64988 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 18043 members 
Mstep: Class 15 contains 41889 members 
Mstep: Class 16 contains 201473 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 77205 members 
Mstep: Class 19 contains 252539 members 
Mstep: Class 20 contains 92347 members 
Mstep: Class 21 contains 32886 members 
Mstep: Class 22 contains 42916 members 
Mstep: Class 23 contains 142291 members 
Mstep: Class 24 contains 8279 members 
Mstep: Class 25 contains 58087 members 
Mstep: Class 26 contains 40938 members 
Mstep: Class 27 contains 16863 members 
Mstep: Class 28 contains 32838 members 
Mstep: Class 29 contains 31644 members 
Mstep: Class 30 contains 20457 members 
Mstep: Class 31 contains 7971 members 
Mstep: Class 32 contains 13001 members 
Mstep: Class 33 contains 199261 members 
Mstep: Class 34 contains 15469 members 
Mstep: Class 35 contains 101685 members 
Mstep: Class 36 contains 37213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211840160.000000 Penalty: 129351.218750
Iteration 43Q: 37 clusters Score -2.118402e+08 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 123265 members 
Mstep: Class 4 contains 24108 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 8702 members 
Mstep: Class 8 contains 85154 members 
Mstep: Class 9 contains 35538 members 
Mstep: Class 10 contains 10950 members 
Mstep: Class 11 contains 65494 members 
Mstep: Class 12 contains 15713 members 
Mstep: Class 13 contains 8612 members 
Mstep: Class 14 contains 18219 members 
Mstep: Class 15 contains 45331 members 
Mstep: Class 16 contains 201631 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 76862 members 
Mstep: Class 19 contains 251144 members 
Mstep: Class 20 contains 91815 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 43131 members 
Mstep: Class 23 contains 142982 members 
Mstep: Class 24 contains 8399 members 
Mstep: Class 25 contains 58010 members 
Mstep: Class 26 contains 40680 members 
Mstep: Class 27 contains 17200 members 
Mstep: Class 28 contains 32196 members 
Mstep: Class 29 contains 31706 members 
Mstep: Class 30 contains 20412 members 
Mstep: Class 31 contains 7757 members 
Mstep: Class 32 contains 13432 members 
Mstep: Class 33 contains 197040 members 
Mstep: Class 34 contains 15972 members 
Mstep: Class 35 contains 100855 members 
Mstep: Class 36 contains 37210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211846944.000000 Penalty: 129351.218750
Iteration 44Q: 37 clusters Score -2.118469e+08 nChanged 19426
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 122144 members 
Mstep: Class 4 contains 24339 members 
Mstep: Class 5 contains 21739 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 7 contains 9231 members 
Mstep: Class 8 contains 84769 members 
Mstep: Class 9 contains 35900 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 66042 members 
Mstep: Class 12 contains 15148 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 18372 members 
Mstep: Class 15 contains 48564 members 
Mstep: Class 16 contains 201819 members 
Mstep: Class 17 contains 10955 members 
Mstep: Class 18 contains 76495 members 
Mstep: Class 19 contains 249815 members 
Mstep: Class 20 contains 91306 members 
Mstep: Class 21 contains 34106 members 
Mstep: Class 22 contains 43292 members 
Mstep: Class 23 contains 143381 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 58022 members 
Mstep: Class 26 contains 40394 members 
Mstep: Class 27 contains 17482 members 
Mstep: Class 28 contains 31512 members 
Mstep: Class 29 contains 31664 members 
Mstep: Class 30 contains 20375 members 
Mstep: Class 31 contains 7544 members 
Mstep: Class 32 contains 13817 members 
Mstep: Class 33 contains 195148 members 
Mstep: Class 34 contains 16262 members 
Mstep: Class 35 contains 100125 members 
Mstep: Class 36 contains 37195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211851392.000000 Penalty: 129351.218750
Iteration 45Q: 37 clusters Score -2.118514e+08 nChanged 17356
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 42452 members 
Mstep: Class 3 contains 121259 members 
Mstep: Class 4 contains 24591 members 
Mstep: Class 5 contains 22020 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 9758 members 
Mstep: Class 8 contains 84403 members 
Mstep: Class 9 contains 36393 members 
Mstep: Class 10 contains 11573 members 
Mstep: Class 11 contains 66572 members 
Mstep: Class 12 contains 14566 members 
Mstep: Class 13 contains 7845 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 51565 members 
Mstep: Class 16 contains 202080 members 
Mstep: Class 17 contains 11135 members 
Mstep: Class 18 contains 76100 members 
Mstep: Class 19 contains 248571 members 
Mstep: Class 20 contains 90931 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 43358 members 
Mstep: Class 23 contains 143641 members 
Mstep: Class 24 contains 8494 members 
Mstep: Class 25 contains 57999 members 
Mstep: Class 26 contains 40136 members 
Mstep: Class 27 contains 17755 members 
Mstep: Class 28 contains 30844 members 
Mstep: Class 29 contains 31587 members 
Mstep: Class 30 contains 20331 members 
Mstep: Class 31 contains 7355 members 
Mstep: Class 32 contains 14181 members 
Mstep: Class 33 contains 193446 members 
Mstep: Class 34 contains 16433 members 
Mstep: Class 35 contains 99420 members 
Mstep: Class 36 contains 37168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211855392.000000 Penalty: 129351.218750
Iteration 46Q: 37 clusters Score -2.118554e+08 nChanged 15282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 42775 members 
Mstep: Class 3 contains 120610 members 
Mstep: Class 4 contains 24831 members 
Mstep: Class 5 contains 22255 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 84099 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 11789 members 
Mstep: Class 11 contains 67192 members 
Mstep: Class 12 contains 14031 members 
Mstep: Class 13 contains 7637 members 
Mstep: Class 14 contains 18341 members 
Mstep: Class 15 contains 54282 members 
Mstep: Class 16 contains 202342 members 
Mstep: Class 17 contains 11273 members 
Mstep: Class 18 contains 75671 members 
Mstep: Class 19 contains 247389 members 
Mstep: Class 20 contains 90651 members 
Mstep: Class 21 contains 35026 members 
Mstep: Class 22 contains 43377 members 
Mstep: Class 23 contains 143829 members 
Mstep: Class 24 contains 8516 members 
Mstep: Class 25 contains 57914 members 
Mstep: Class 26 contains 39892 members 
Mstep: Class 27 contains 17950 members 
Mstep: Class 28 contains 30193 members 
Mstep: Class 29 contains 31525 members 
Mstep: Class 30 contains 20267 members 
Mstep: Class 31 contains 7210 members 
Mstep: Class 32 contains 14464 members 
Mstep: Class 33 contains 191929 members 
Mstep: Class 34 contains 16603 members 
Mstep: Class 35 contains 98651 members 
Mstep: Class 36 contains 37168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211857424.000000 Penalty: 129351.218750
Iteration 47Q: 37 clusters Score -2.118574e+08 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 43113 members 
Mstep: Class 3 contains 120095 members 
Mstep: Class 4 contains 25109 members 
Mstep: Class 5 contains 22433 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 83807 members 
Mstep: Class 9 contains 37595 members 
Mstep: Class 10 contains 12008 members 
Mstep: Class 11 contains 67765 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7527 members 
Mstep: Class 14 contains 18207 members 
Mstep: Class 15 contains 56776 members 
Mstep: Class 16 contains 202569 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 75188 members 
Mstep: Class 19 contains 246289 members 
Mstep: Class 20 contains 90451 members 
Mstep: Class 21 contains 35402 members 
Mstep: Class 22 contains 43363 members 
Mstep: Class 23 contains 143998 members 
Mstep: Class 24 contains 8525 members 
Mstep: Class 25 contains 57807 members 
Mstep: Class 26 contains 39632 members 
Mstep: Class 27 contains 18122 members 
Mstep: Class 28 contains 29603 members 
Mstep: Class 29 contains 31540 members 
Mstep: Class 30 contains 20221 members 
Mstep: Class 31 contains 7035 members 
Mstep: Class 32 contains 14754 members 
Mstep: Class 33 contains 190523 members 
Mstep: Class 34 contains 16709 members 
Mstep: Class 35 contains 97889 members 
Mstep: Class 36 contains 37169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211860544.000000 Penalty: 129351.218750
Iteration 48Q: 37 clusters Score -2.118605e+08 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 43477 members 
Mstep: Class 3 contains 119685 members 
Mstep: Class 4 contains 25420 members 
Mstep: Class 5 contains 22579 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 10820 members 
Mstep: Class 8 contains 83549 members 
Mstep: Class 9 contains 38160 members 
Mstep: Class 10 contains 12228 members 
Mstep: Class 11 contains 68315 members 
Mstep: Class 12 contains 13402 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 18071 members 
Mstep: Class 15 contains 59027 members 
Mstep: Class 16 contains 202771 members 
Mstep: Class 17 contains 11457 members 
Mstep: Class 18 contains 74658 members 
Mstep: Class 19 contains 245266 members 
Mstep: Class 20 contains 90275 members 
Mstep: Class 21 contains 35726 members 
Mstep: Class 22 contains 43280 members 
Mstep: Class 23 contains 144136 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 57627 members 
Mstep: Class 26 contains 39396 members 
Mstep: Class 27 contains 18293 members 
Mstep: Class 28 contains 29117 members 
Mstep: Class 29 contains 31569 members 
Mstep: Class 30 contains 20193 members 
Mstep: Class 31 contains 6870 members 
Mstep: Class 32 contains 15035 members 
Mstep: Class 33 contains 189298 members 
Mstep: Class 34 contains 16757 members 
Mstep: Class 35 contains 97118 members 
Mstep: Class 36 contains 37177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211862336.000000 Penalty: 129351.218750
Iteration 49Q: 37 clusters Score -2.118623e+08 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 43804 members 
Mstep: Class 3 contains 119375 members 
Mstep: Class 4 contains 25731 members 
Mstep: Class 5 contains 22694 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 10909 members 
Mstep: Class 8 contains 83357 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 12455 members 
Mstep: Class 11 contains 68835 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 13 contains 7443 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 61037 members 
Mstep: Class 16 contains 202905 members 
Mstep: Class 17 contains 11554 members 
Mstep: Class 18 contains 74100 members 
Mstep: Class 19 contains 244380 members 
Mstep: Class 20 contains 90102 members 
Mstep: Class 21 contains 36005 members 
Mstep: Class 22 contains 43200 members 
Mstep: Class 23 contains 144243 members 
Mstep: Class 24 contains 8543 members 
Mstep: Class 25 contains 57447 members 
Mstep: Class 26 contains 39141 members 
Mstep: Class 27 contains 18478 members 
Mstep: Class 28 contains 28708 members 
Mstep: Class 29 contains 31602 members 
Mstep: Class 30 contains 20163 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 15281 members 
Mstep: Class 33 contains 188223 members 
Mstep: Class 34 contains 16778 members 
Mstep: Class 35 contains 96464 members 
Mstep: Class 36 contains 37185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211863680.000000 Penalty: 129351.218750
Iteration 50Q: 37 clusters Score -2.118637e+08 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 44128 members 
Mstep: Class 3 contains 119119 members 
Mstep: Class 4 contains 26047 members 
Mstep: Class 5 contains 22795 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 10946 members 
Mstep: Class 8 contains 83162 members 
Mstep: Class 9 contains 39094 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 69341 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 15 contains 62800 members 
Mstep: Class 16 contains 203034 members 
Mstep: Class 17 contains 11651 members 
Mstep: Class 18 contains 73480 members 
Mstep: Class 19 contains 243560 members 
Mstep: Class 20 contains 89919 members 
Mstep: Class 21 contains 36231 members 
Mstep: Class 22 contains 43128 members 
Mstep: Class 23 contains 144335 members 
Mstep: Class 24 contains 8555 members 
Mstep: Class 25 contains 57225 members 
Mstep: Class 26 contains 38900 members 
Mstep: Class 27 contains 18644 members 
Mstep: Class 28 contains 28359 members 
Mstep: Class 29 contains 31640 members 
Mstep: Class 30 contains 20134 members 
Mstep: Class 31 contains 6629 members 
Mstep: Class 32 contains 15525 members 
Mstep: Class 33 contains 187279 members 
Mstep: Class 34 contains 16808 members 
Mstep: Class 35 contains 95882 members 
Mstep: Class 36 contains 37198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211865392.000000 Penalty: 129351.218750
Iteration 51Q: 37 clusters Score -2.118654e+08 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 44438 members 
Mstep: Class 3 contains 118944 members 
Mstep: Class 4 contains 26427 members 
Mstep: Class 5 contains 22890 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 82952 members 
Mstep: Class 9 contains 39588 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 69892 members 
Mstep: Class 12 contains 12985 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 64295 members 
Mstep: Class 16 contains 203154 members 
Mstep: Class 17 contains 11728 members 
Mstep: Class 18 contains 72846 members 
Mstep: Class 19 contains 242959 members 
Mstep: Class 20 contains 89772 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 22 contains 43003 members 
Mstep: Class 23 contains 144370 members 
Mstep: Class 24 contains 8552 members 
Mstep: Class 25 contains 57027 members 
Mstep: Class 26 contains 38656 members 
Mstep: Class 27 contains 18804 members 
Mstep: Class 28 contains 28044 members 
Mstep: Class 29 contains 31696 members 
Mstep: Class 30 contains 20123 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 15728 members 
Mstep: Class 33 contains 186398 members 
Mstep: Class 34 contains 16811 members 
Mstep: Class 35 contains 95307 members 
Mstep: Class 36 contains 37225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211866544.000000 Penalty: 129351.218750
Iteration 52Q: 37 clusters Score -2.118665e+08 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 44693 members 
Mstep: Class 3 contains 118755 members 
Mstep: Class 4 contains 26811 members 
Mstep: Class 5 contains 22966 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 82789 members 
Mstep: Class 9 contains 39989 members 
Mstep: Class 10 contains 13079 members 
Mstep: Class 11 contains 70416 members 
Mstep: Class 12 contains 12865 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 17646 members 
Mstep: Class 15 contains 65617 members 
Mstep: Class 16 contains 203236 members 
Mstep: Class 17 contains 11804 members 
Mstep: Class 18 contains 72154 members 
Mstep: Class 19 contains 242487 members 
Mstep: Class 20 contains 89630 members 
Mstep: Class 21 contains 36505 members 
Mstep: Class 22 contains 42926 members 
Mstep: Class 23 contains 144379 members 
Mstep: Class 24 contains 8553 members 
Mstep: Class 25 contains 56829 members 
Mstep: Class 26 contains 38425 members 
Mstep: Class 27 contains 18998 members 
Mstep: Class 28 contains 27704 members 
Mstep: Class 29 contains 31789 members 
Mstep: Class 30 contains 20115 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 15917 members 
Mstep: Class 33 contains 185633 members 
Mstep: Class 34 contains 16824 members 
Mstep: Class 35 contains 94833 members 
Mstep: Class 36 contains 37260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211867472.000000 Penalty: 129351.218750
Iteration 53Q: 37 clusters Score -2.118675e+08 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 44896 members 
Mstep: Class 3 contains 118611 members 
Mstep: Class 4 contains 27237 members 
Mstep: Class 5 contains 23038 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 82691 members 
Mstep: Class 9 contains 40349 members 
Mstep: Class 10 contains 13250 members 
Mstep: Class 11 contains 70951 members 
Mstep: Class 12 contains 12758 members 
Mstep: Class 13 contains 7517 members 
Mstep: Class 14 contains 17583 members 
Mstep: Class 15 contains 66772 members 
Mstep: Class 16 contains 203262 members 
Mstep: Class 17 contains 11910 members 
Mstep: Class 18 contains 71493 members 
Mstep: Class 19 contains 242054 members 
Mstep: Class 20 contains 89513 members 
Mstep: Class 21 contains 36563 members 
Mstep: Class 22 contains 42781 members 
Mstep: Class 23 contains 144351 members 
Mstep: Class 24 contains 8556 members 
Mstep: Class 25 contains 56578 members 
Mstep: Class 26 contains 38147 members 
Mstep: Class 27 contains 19180 members 
Mstep: Class 28 contains 27335 members 
Mstep: Class 29 contains 31935 members 
Mstep: Class 30 contains 20104 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 16059 members 
Mstep: Class 33 contains 184996 members 
Mstep: Class 34 contains 16861 members 
Mstep: Class 35 contains 94448 members 
Mstep: Class 36 contains 37291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211867584.000000 Penalty: 129351.218750
Iteration 54Q: 37 clusters Score -2.118676e+08 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 45040 members 
Mstep: Class 3 contains 118465 members 
Mstep: Class 4 contains 27624 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 82649 members 
Mstep: Class 9 contains 40649 members 
Mstep: Class 10 contains 13418 members 
Mstep: Class 11 contains 71499 members 
Mstep: Class 12 contains 12671 members 
Mstep: Class 13 contains 7544 members 
Mstep: Class 14 contains 17520 members 
Mstep: Class 15 contains 67737 members 
Mstep: Class 16 contains 203264 members 
Mstep: Class 17 contains 11998 members 
Mstep: Class 18 contains 70821 members 
Mstep: Class 19 contains 241678 members 
Mstep: Class 20 contains 89399 members 
Mstep: Class 21 contains 36574 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 144338 members 
Mstep: Class 24 contains 8560 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 37871 members 
Mstep: Class 27 contains 19323 members 
Mstep: Class 28 contains 27013 members 
Mstep: Class 29 contains 32047 members 
Mstep: Class 30 contains 20082 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 16217 members 
Mstep: Class 33 contains 184532 members 
Mstep: Class 34 contains 16881 members 
Mstep: Class 35 contains 94144 members 
Mstep: Class 36 contains 37321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211867616.000000 Penalty: 129351.218750
Iteration 55Q: 37 clusters Score -2.118676e+08 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 45157 members 
Mstep: Class 3 contains 118366 members 
Mstep: Class 4 contains 28033 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 11187 members 
Mstep: Class 8 contains 82620 members 
Mstep: Class 9 contains 40840 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 72129 members 
Mstep: Class 12 contains 12581 members 
Mstep: Class 13 contains 7565 members 
Mstep: Class 14 contains 17486 members 
Mstep: Class 15 contains 68571 members 
Mstep: Class 16 contains 203232 members 
Mstep: Class 17 contains 12096 members 
Mstep: Class 18 contains 70135 members 
Mstep: Class 19 contains 241381 members 
Mstep: Class 20 contains 89294 members 
Mstep: Class 21 contains 36536 members 
Mstep: Class 22 contains 42551 members 
Mstep: Class 23 contains 144374 members 
Mstep: Class 24 contains 8563 members 
Mstep: Class 25 contains 56108 members 
Mstep: Class 26 contains 37574 members 
Mstep: Class 27 contains 19473 members 
Mstep: Class 28 contains 26655 members 
Mstep: Class 29 contains 32201 members 
Mstep: Class 30 contains 20059 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 16346 members 
Mstep: Class 33 contains 184133 members 
Mstep: Class 34 contains 16936 members 
Mstep: Class 35 contains 93876 members 
Mstep: Class 36 contains 37333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211869136.000000 Penalty: 129351.218750
Iteration 56Q: 37 clusters Score -2.118691e+08 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 45222 members 
Mstep: Class 3 contains 118251 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 23210 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 11274 members 
Mstep: Class 8 contains 82577 members 
Mstep: Class 9 contains 41068 members 
Mstep: Class 10 contains 13717 members 
Mstep: Class 11 contains 72781 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 7588 members 
Mstep: Class 14 contains 17441 members 
Mstep: Class 15 contains 69303 members 
Mstep: Class 16 contains 203193 members 
Mstep: Class 17 contains 12170 members 
Mstep: Class 18 contains 69399 members 
Mstep: Class 19 contains 241183 members 
Mstep: Class 20 contains 89179 members 
Mstep: Class 21 contains 36495 members 
Mstep: Class 22 contains 42426 members 
Mstep: Class 23 contains 144383 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 55789 members 
Mstep: Class 26 contains 37268 members 
Mstep: Class 27 contains 19632 members 
Mstep: Class 28 contains 26365 members 
Mstep: Class 29 contains 32373 members 
Mstep: Class 30 contains 20029 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 16464 members 
Mstep: Class 33 contains 183790 members 
Mstep: Class 34 contains 16992 members 
Mstep: Class 35 contains 93648 members 
Mstep: Class 36 contains 37342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211870512.000000 Penalty: 129351.218750
Iteration 57Q: 37 clusters Score -2.118705e+08 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 45260 members 
Mstep: Class 3 contains 118190 members 
Mstep: Class 4 contains 28939 members 
Mstep: Class 5 contains 23244 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 82522 members 
Mstep: Class 9 contains 41269 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 73492 members 
Mstep: Class 12 contains 12473 members 
Mstep: Class 13 contains 7623 members 
Mstep: Class 14 contains 17395 members 
Mstep: Class 15 contains 69938 members 
Mstep: Class 16 contains 203107 members 
Mstep: Class 17 contains 12249 members 
Mstep: Class 18 contains 68673 members 
Mstep: Class 19 contains 241043 members 
Mstep: Class 20 contains 89080 members 
Mstep: Class 21 contains 36463 members 
Mstep: Class 22 contains 42287 members 
Mstep: Class 23 contains 144392 members 
Mstep: Class 24 contains 8567 members 
Mstep: Class 25 contains 55411 members 
Mstep: Class 26 contains 37024 members 
Mstep: Class 27 contains 19758 members 
Mstep: Class 28 contains 26107 members 
Mstep: Class 29 contains 32519 members 
Mstep: Class 30 contains 20011 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 16560 members 
Mstep: Class 33 contains 183505 members 
Mstep: Class 34 contains 17023 members 
Mstep: Class 35 contains 93397 members 
Mstep: Class 36 contains 37363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211871616.000000 Penalty: 129351.218750
Iteration 58Q: 37 clusters Score -2.118716e+08 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 45270 members 
Mstep: Class 3 contains 118143 members 
Mstep: Class 4 contains 29432 members 
Mstep: Class 5 contains 23271 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 11390 members 
Mstep: Class 8 contains 82456 members 
Mstep: Class 9 contains 41432 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 11 contains 74309 members 
Mstep: Class 12 contains 12426 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 17344 members 
Mstep: Class 15 contains 70508 members 
Mstep: Class 16 contains 202973 members 
Mstep: Class 17 contains 12331 members 
Mstep: Class 18 contains 67958 members 
Mstep: Class 19 contains 240929 members 
Mstep: Class 20 contains 88981 members 
Mstep: Class 21 contains 36402 members 
Mstep: Class 22 contains 42126 members 
Mstep: Class 23 contains 144392 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 55033 members 
Mstep: Class 26 contains 36762 members 
Mstep: Class 27 contains 19913 members 
Mstep: Class 28 contains 25878 members 
Mstep: Class 29 contains 32661 members 
Mstep: Class 30 contains 20003 members 
Mstep: Class 31 contains 6358 members 
Mstep: Class 32 contains 16634 members 
Mstep: Class 33 contains 183314 members 
Mstep: Class 34 contains 17039 members 
Mstep: Class 35 contains 93163 members 
Mstep: Class 36 contains 37380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211872096.000000 Penalty: 129351.218750
Iteration 59Q: 37 clusters Score -2.118721e+08 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 45265 members 
Mstep: Class 3 contains 118060 members 
Mstep: Class 4 contains 30039 members 
Mstep: Class 5 contains 23295 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 11420 members 
Mstep: Class 8 contains 82419 members 
Mstep: Class 9 contains 41562 members 
Mstep: Class 10 contains 14175 members 
Mstep: Class 11 contains 75159 members 
Mstep: Class 12 contains 12403 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 14 contains 17311 members 
Mstep: Class 15 contains 70980 members 
Mstep: Class 16 contains 202790 members 
Mstep: Class 17 contains 12426 members 
Mstep: Class 18 contains 67242 members 
Mstep: Class 19 contains 240931 members 
Mstep: Class 20 contains 88877 members 
Mstep: Class 21 contains 36299 members 
Mstep: Class 22 contains 41939 members 
Mstep: Class 23 contains 144379 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 54658 members 
Mstep: Class 26 contains 36482 members 
Mstep: Class 27 contains 20074 members 
Mstep: Class 28 contains 25587 members 
Mstep: Class 29 contains 32825 members 
Mstep: Class 30 contains 19979 members 
Mstep: Class 31 contains 6341 members 
Mstep: Class 32 contains 16706 members 
Mstep: Class 33 contains 183137 members 
Mstep: Class 34 contains 17088 members 
Mstep: Class 35 contains 92935 members 
Mstep: Class 36 contains 37395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211875904.000000 Penalty: 129351.218750
Iteration 60F: 37 clusters Score -2.118759e+08 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 45375 members 
Mstep: Class 3 contains 117971 members 
Mstep: Class 4 contains 30858 members 
Mstep: Class 5 contains 23311 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 12082 members 
Mstep: Class 8 contains 82359 members 
Mstep: Class 9 contains 41586 members 
Mstep: Class 10 contains 14324 members 
Mstep: Class 11 contains 76125 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 7406 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 71673 members 
Mstep: Class 16 contains 202546 members 
Mstep: Class 17 contains 12462 members 
Mstep: Class 18 contains 66482 members 
Mstep: Class 19 contains 240829 members 
Mstep: Class 20 contains 88647 members 
Mstep: Class 21 contains 36177 members 
Mstep: Class 22 contains 41568 members 
Mstep: Class 23 contains 144366 members 
Mstep: Class 24 contains 8577 members 
Mstep: Class 25 contains 54269 members 
Mstep: Class 26 contains 36237 members 
Mstep: Class 27 contains 20309 members 
Mstep: Class 28 contains 25445 members 
Mstep: Class 29 contains 32840 members 
Mstep: Class 30 contains 19866 members 
Mstep: Class 31 contains 6070 members 
Mstep: Class 32 contains 16771 members 
Mstep: Class 33 contains 182905 members 
Mstep: Class 34 contains 17103 members 
Mstep: Class 35 contains 92576 members 
Mstep: Class 36 contains 37430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211879232.000000 Penalty: 129351.218750
Iteration 61Q: 37 clusters Score -2.118792e+08 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 45485 members 
Mstep: Class 3 contains 117851 members 
Mstep: Class 4 contains 31765 members 
Mstep: Class 5 contains 23329 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 12739 members 
Mstep: Class 8 contains 82261 members 
Mstep: Class 9 contains 41687 members 
Mstep: Class 10 contains 14487 members 
Mstep: Class 11 contains 77054 members 
Mstep: Class 12 contains 11503 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 18231 members 
Mstep: Class 15 contains 72330 members 
Mstep: Class 16 contains 202280 members 
Mstep: Class 17 contains 12589 members 
Mstep: Class 18 contains 65715 members 
Mstep: Class 19 contains 240692 members 
Mstep: Class 20 contains 88464 members 
Mstep: Class 21 contains 36079 members 
Mstep: Class 22 contains 41183 members 
Mstep: Class 23 contains 144324 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 53813 members 
Mstep: Class 26 contains 35954 members 
Mstep: Class 27 contains 20581 members 
Mstep: Class 28 contains 25125 members 
Mstep: Class 29 contains 32833 members 
Mstep: Class 30 contains 19693 members 
Mstep: Class 31 contains 5884 members 
Mstep: Class 32 contains 16882 members 
Mstep: Class 33 contains 182824 members 
Mstep: Class 34 contains 17107 members 
Mstep: Class 35 contains 92315 members 
Mstep: Class 36 contains 37449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211883568.000000 Penalty: 129351.218750
Iteration 62Q: 37 clusters Score -2.118836e+08 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 45547 members 
Mstep: Class 3 contains 117689 members 
Mstep: Class 4 contains 32656 members 
Mstep: Class 5 contains 23351 members 
Mstep: Class 6 contains 2865 members 
Mstep: Class 7 contains 13269 members 
Mstep: Class 8 contains 82082 members 
Mstep: Class 9 contains 41772 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 77884 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 72962 members 
Mstep: Class 16 contains 201969 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 64907 members 
Mstep: Class 19 contains 240565 members 
Mstep: Class 20 contains 88328 members 
Mstep: Class 21 contains 36034 members 
Mstep: Class 22 contains 40909 members 
Mstep: Class 23 contains 144276 members 
Mstep: Class 24 contains 8600 members 
Mstep: Class 25 contains 53307 members 
Mstep: Class 26 contains 35691 members 
Mstep: Class 27 contains 20930 members 
Mstep: Class 28 contains 24777 members 
Mstep: Class 29 contains 32879 members 
Mstep: Class 30 contains 19482 members 
Mstep: Class 31 contains 5732 members 
Mstep: Class 32 contains 16978 members 
Mstep: Class 33 contains 182807 members 
Mstep: Class 34 contains 17109 members 
Mstep: Class 35 contains 92183 members 
Mstep: Class 36 contains 37450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211887344.000000 Penalty: 129351.218750
Iteration 63Q: 37 clusters Score -2.118873e+08 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 45554 members 
Mstep: Class 3 contains 117477 members 
Mstep: Class 4 contains 33292 members 
Mstep: Class 5 contains 23374 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 81835 members 
Mstep: Class 9 contains 41873 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 78707 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 7192 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 73593 members 
Mstep: Class 16 contains 201648 members 
Mstep: Class 17 contains 12944 members 
Mstep: Class 18 contains 64021 members 
Mstep: Class 19 contains 240410 members 
Mstep: Class 20 contains 88208 members 
Mstep: Class 21 contains 35966 members 
Mstep: Class 22 contains 40972 members 
Mstep: Class 23 contains 144246 members 
Mstep: Class 24 contains 8613 members 
Mstep: Class 25 contains 52806 members 
Mstep: Class 26 contains 35478 members 
Mstep: Class 27 contains 21361 members 
Mstep: Class 28 contains 24394 members 
Mstep: Class 29 contains 32931 members 
Mstep: Class 30 contains 19284 members 
Mstep: Class 31 contains 5652 members 
Mstep: Class 32 contains 17083 members 
Mstep: Class 33 contains 182835 members 
Mstep: Class 34 contains 17113 members 
Mstep: Class 35 contains 92129 members 
Mstep: Class 36 contains 37439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211889360.000000 Penalty: 129351.218750
Iteration 64Q: 37 clusters Score -2.118894e+08 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 45534 members 
Mstep: Class 3 contains 117259 members 
Mstep: Class 4 contains 33681 members 
Mstep: Class 5 contains 23398 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 13892 members 
Mstep: Class 8 contains 81595 members 
Mstep: Class 9 contains 42086 members 
Mstep: Class 10 contains 14898 members 
Mstep: Class 11 contains 79395 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 18440 members 
Mstep: Class 15 contains 74196 members 
Mstep: Class 16 contains 201287 members 
Mstep: Class 17 contains 13122 members 
Mstep: Class 18 contains 63045 members 
Mstep: Class 19 contains 240292 members 
Mstep: Class 20 contains 88077 members 
Mstep: Class 21 contains 35899 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 144186 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 52289 members 
Mstep: Class 26 contains 35298 members 
Mstep: Class 27 contains 21826 members 
Mstep: Class 28 contains 24011 members 
Mstep: Class 29 contains 33005 members 
Mstep: Class 30 contains 19126 members 
Mstep: Class 31 contains 5584 members 
Mstep: Class 32 contains 17158 members 
Mstep: Class 33 contains 182943 members 
Mstep: Class 34 contains 17094 members 
Mstep: Class 35 contains 92211 members 
Mstep: Class 36 contains 37439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211891408.000000 Penalty: 129351.218750
Iteration 65Q: 37 clusters Score -2.118914e+08 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 45490 members 
Mstep: Class 3 contains 117081 members 
Mstep: Class 4 contains 33911 members 
Mstep: Class 5 contains 23438 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 14048 members 
Mstep: Class 8 contains 81338 members 
Mstep: Class 9 contains 42497 members 
Mstep: Class 10 contains 14990 members 
Mstep: Class 11 contains 80073 members 
Mstep: Class 12 contains 10788 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 18369 members 
Mstep: Class 15 contains 74676 members 
Mstep: Class 16 contains 200903 members 
Mstep: Class 17 contains 13277 members 
Mstep: Class 18 contains 62075 members 
Mstep: Class 19 contains 240217 members 
Mstep: Class 20 contains 87948 members 
Mstep: Class 21 contains 35849 members 
Mstep: Class 22 contains 41696 members 
Mstep: Class 23 contains 144108 members 
Mstep: Class 24 contains 8624 members 
Mstep: Class 25 contains 51852 members 
Mstep: Class 26 contains 35141 members 
Mstep: Class 27 contains 22222 members 
Mstep: Class 28 contains 23661 members 
Mstep: Class 29 contains 33039 members 
Mstep: Class 30 contains 19020 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 17215 members 
Mstep: Class 33 contains 183135 members 
Mstep: Class 34 contains 17066 members 
Mstep: Class 35 contains 92324 members 
Mstep: Class 36 contains 37446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211892832.000000 Penalty: 129351.218750
Iteration 66Q: 37 clusters Score -2.118928e+08 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 45425 members 
Mstep: Class 3 contains 116916 members 
Mstep: Class 4 contains 34071 members 
Mstep: Class 5 contains 23473 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 14129 members 
Mstep: Class 8 contains 81093 members 
Mstep: Class 9 contains 43002 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 80634 members 
Mstep: Class 12 contains 10752 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 18307 members 
Mstep: Class 15 contains 75093 members 
Mstep: Class 16 contains 200551 members 
Mstep: Class 17 contains 13401 members 
Mstep: Class 18 contains 61057 members 
Mstep: Class 19 contains 240177 members 
Mstep: Class 20 contains 87838 members 
Mstep: Class 21 contains 35797 members 
Mstep: Class 22 contains 42022 members 
Mstep: Class 23 contains 144038 members 
Mstep: Class 24 contains 8627 members 
Mstep: Class 25 contains 51440 members 
Mstep: Class 26 contains 34994 members 
Mstep: Class 27 contains 22572 members 
Mstep: Class 28 contains 23308 members 
Mstep: Class 29 contains 33104 members 
Mstep: Class 30 contains 18954 members 
Mstep: Class 31 contains 5498 members 
Mstep: Class 32 contains 17260 members 
Mstep: Class 33 contains 183354 members 
Mstep: Class 34 contains 17052 members 
Mstep: Class 35 contains 92538 members 
Mstep: Class 36 contains 37441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211893200.000000 Penalty: 129351.218750
Iteration 67Q: 37 clusters Score -2.118932e+08 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 45374 members 
Mstep: Class 3 contains 116805 members 
Mstep: Class 4 contains 34190 members 
Mstep: Class 5 contains 23520 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 14184 members 
Mstep: Class 8 contains 80927 members 
Mstep: Class 9 contains 43522 members 
Mstep: Class 10 contains 15180 members 
Mstep: Class 11 contains 81202 members 
Mstep: Class 12 contains 10718 members 
Mstep: Class 13 contains 7195 members 
Mstep: Class 14 contains 18239 members 
Mstep: Class 15 contains 75501 members 
Mstep: Class 16 contains 200175 members 
Mstep: Class 17 contains 13494 members 
Mstep: Class 18 contains 59961 members 
Mstep: Class 19 contains 240134 members 
Mstep: Class 20 contains 87719 members 
Mstep: Class 21 contains 35777 members 
Mstep: Class 22 contains 42265 members 
Mstep: Class 23 contains 143955 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 51003 members 
Mstep: Class 26 contains 34837 members 
Mstep: Class 27 contains 22831 members 
Mstep: Class 28 contains 22934 members 
Mstep: Class 29 contains 33172 members 
Mstep: Class 30 contains 18896 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 17287 members 
Mstep: Class 33 contains 183641 members 
Mstep: Class 34 contains 17032 members 
Mstep: Class 35 contains 92905 members 
Mstep: Class 36 contains 37446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211894464.000000 Penalty: 129351.218750
Iteration 68Q: 37 clusters Score -2.118945e+08 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 45307 members 
Mstep: Class 3 contains 116713 members 
Mstep: Class 4 contains 34258 members 
Mstep: Class 5 contains 23548 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 14214 members 
Mstep: Class 8 contains 80820 members 
Mstep: Class 9 contains 43990 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 81781 members 
Mstep: Class 12 contains 10714 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 75863 members 
Mstep: Class 16 contains 199775 members 
Mstep: Class 17 contains 13570 members 
Mstep: Class 18 contains 58694 members 
Mstep: Class 19 contains 240113 members 
Mstep: Class 20 contains 87596 members 
Mstep: Class 21 contains 35754 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 143898 members 
Mstep: Class 24 contains 8626 members 
Mstep: Class 25 contains 50552 members 
Mstep: Class 26 contains 34708 members 
Mstep: Class 27 contains 23040 members 
Mstep: Class 28 contains 22616 members 
Mstep: Class 29 contains 33254 members 
Mstep: Class 30 contains 18858 members 
Mstep: Class 31 contains 5484 members 
Mstep: Class 32 contains 17307 members 
Mstep: Class 33 contains 183966 members 
Mstep: Class 34 contains 17036 members 
Mstep: Class 35 contains 93473 members 
Mstep: Class 36 contains 37458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211896000.000000 Penalty: 129351.218750
Iteration 69Q: 37 clusters Score -2.11896e+08 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 45226 members 
Mstep: Class 3 contains 116596 members 
Mstep: Class 4 contains 34302 members 
Mstep: Class 5 contains 23575 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 14255 members 
Mstep: Class 8 contains 80774 members 
Mstep: Class 9 contains 44445 members 
Mstep: Class 10 contains 15359 members 
Mstep: Class 11 contains 82331 members 
Mstep: Class 12 contains 10713 members 
Mstep: Class 13 contains 7227 members 
Mstep: Class 14 contains 18082 members 
Mstep: Class 15 contains 76182 members 
Mstep: Class 16 contains 199381 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 57462 members 
Mstep: Class 19 contains 240151 members 
Mstep: Class 20 contains 87466 members 
Mstep: Class 21 contains 35746 members 
Mstep: Class 22 contains 42614 members 
Mstep: Class 23 contains 143825 members 
Mstep: Class 24 contains 8626 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 34615 members 
Mstep: Class 27 contains 23214 members 
Mstep: Class 28 contains 22274 members 
Mstep: Class 29 contains 33349 members 
Mstep: Class 30 contains 18847 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 17310 members 
Mstep: Class 33 contains 184326 members 
Mstep: Class 34 contains 17025 members 
Mstep: Class 35 contains 94071 members 
Mstep: Class 36 contains 37464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211896320.000000 Penalty: 129351.218750
Iteration 70Q: 37 clusters Score -2.118963e+08 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 45163 members 
Mstep: Class 3 contains 116488 members 
Mstep: Class 4 contains 34327 members 
Mstep: Class 5 contains 23588 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 80742 members 
Mstep: Class 9 contains 44870 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 82863 members 
Mstep: Class 12 contains 10710 members 
Mstep: Class 13 contains 7240 members 
Mstep: Class 14 contains 18041 members 
Mstep: Class 15 contains 76515 members 
Mstep: Class 16 contains 198980 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 18 contains 56164 members 
Mstep: Class 19 contains 240171 members 
Mstep: Class 20 contains 87328 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 42761 members 
Mstep: Class 23 contains 143757 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 49681 members 
Mstep: Class 26 contains 34525 members 
Mstep: Class 27 contains 23354 members 
Mstep: Class 28 contains 21978 members 
Mstep: Class 29 contains 33418 members 
Mstep: Class 30 contains 18827 members 
Mstep: Class 31 contains 5485 members 
Mstep: Class 32 contains 17326 members 
Mstep: Class 33 contains 184769 members 
Mstep: Class 34 contains 17004 members 
Mstep: Class 35 contains 94712 members 
Mstep: Class 36 contains 37471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211896848.000000 Penalty: 129351.218750
Iteration 71Q: 37 clusters Score -2.118968e+08 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 45086 members 
Mstep: Class 3 contains 116391 members 
Mstep: Class 4 contains 34344 members 
Mstep: Class 5 contains 23600 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 80727 members 
Mstep: Class 9 contains 45276 members 
Mstep: Class 10 contains 15487 members 
Mstep: Class 11 contains 83340 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 7239 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 76850 members 
Mstep: Class 16 contains 198566 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 54893 members 
Mstep: Class 19 contains 240180 members 
Mstep: Class 20 contains 87192 members 
Mstep: Class 21 contains 35727 members 
Mstep: Class 22 contains 42877 members 
Mstep: Class 23 contains 143697 members 
Mstep: Class 24 contains 8634 members 
Mstep: Class 25 contains 49227 members 
Mstep: Class 26 contains 34456 members 
Mstep: Class 27 contains 23492 members 
Mstep: Class 28 contains 21716 members 
Mstep: Class 29 contains 33520 members 
Mstep: Class 30 contains 18811 members 
Mstep: Class 31 contains 5492 members 
Mstep: Class 32 contains 17354 members 
Mstep: Class 33 contains 185179 members 
Mstep: Class 34 contains 17019 members 
Mstep: Class 35 contains 95397 members 
Mstep: Class 36 contains 37494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211898064.000000 Penalty: 129351.218750
Iteration 72Q: 37 clusters Score -2.118981e+08 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 45010 members 
Mstep: Class 3 contains 116294 members 
Mstep: Class 4 contains 34366 members 
Mstep: Class 5 contains 23613 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 80722 members 
Mstep: Class 9 contains 45697 members 
Mstep: Class 10 contains 15544 members 
Mstep: Class 11 contains 83822 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 14 contains 17916 members 
Mstep: Class 15 contains 77161 members 
Mstep: Class 16 contains 198178 members 
Mstep: Class 17 contains 13813 members 
Mstep: Class 18 contains 53673 members 
Mstep: Class 19 contains 240172 members 
Mstep: Class 20 contains 87065 members 
Mstep: Class 21 contains 35748 members 
Mstep: Class 22 contains 42983 members 
Mstep: Class 23 contains 143653 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 48798 members 
Mstep: Class 26 contains 34398 members 
Mstep: Class 27 contains 23580 members 
Mstep: Class 28 contains 21434 members 
Mstep: Class 29 contains 33593 members 
Mstep: Class 30 contains 18798 members 
Mstep: Class 31 contains 5510 members 
Mstep: Class 32 contains 17358 members 
Mstep: Class 33 contains 185604 members 
Mstep: Class 34 contains 17018 members 
Mstep: Class 35 contains 96041 members 
Mstep: Class 36 contains 37531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211898496.000000 Penalty: 129351.218750
Iteration 73Q: 37 clusters Score -2.118985e+08 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 44922 members 
Mstep: Class 3 contains 116206 members 
Mstep: Class 4 contains 34375 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 14352 members 
Mstep: Class 8 contains 80724 members 
Mstep: Class 9 contains 46064 members 
Mstep: Class 10 contains 15600 members 
Mstep: Class 11 contains 84210 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7249 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 15 contains 77464 members 
Mstep: Class 16 contains 197789 members 
Mstep: Class 17 contains 13852 members 
Mstep: Class 18 contains 52592 members 
Mstep: Class 19 contains 240205 members 
Mstep: Class 20 contains 86946 members 
Mstep: Class 21 contains 35764 members 
Mstep: Class 22 contains 43065 members 
Mstep: Class 23 contains 143607 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 48390 members 
Mstep: Class 26 contains 34366 members 
Mstep: Class 27 contains 23687 members 
Mstep: Class 28 contains 21194 members 
Mstep: Class 29 contains 33696 members 
Mstep: Class 30 contains 18800 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17355 members 
Mstep: Class 33 contains 186011 members 
Mstep: Class 34 contains 17024 members 
Mstep: Class 35 contains 96591 members 
Mstep: Class 36 contains 37543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211899040.000000 Penalty: 129351.218750
Iteration 74Q: 37 clusters Score -2.11899e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 44855 members 
Mstep: Class 3 contains 116155 members 
Mstep: Class 4 contains 34385 members 
Mstep: Class 5 contains 23610 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 14365 members 
Mstep: Class 8 contains 80724 members 
Mstep: Class 9 contains 46417 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 84571 members 
Mstep: Class 12 contains 10688 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 17796 members 
Mstep: Class 15 contains 77749 members 
Mstep: Class 16 contains 197402 members 
Mstep: Class 17 contains 13906 members 
Mstep: Class 18 contains 51578 members 
Mstep: Class 19 contains 240269 members 
Mstep: Class 20 contains 86834 members 
Mstep: Class 21 contains 35776 members 
Mstep: Class 22 contains 43128 members 
Mstep: Class 23 contains 143555 members 
Mstep: Class 24 contains 8634 members 
Mstep: Class 25 contains 47978 members 
Mstep: Class 26 contains 34357 members 
Mstep: Class 27 contains 23780 members 
Mstep: Class 28 contains 20910 members 
Mstep: Class 29 contains 33801 members 
Mstep: Class 30 contains 18802 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 17350 members 
Mstep: Class 33 contains 186438 members 
Mstep: Class 34 contains 17029 members 
Mstep: Class 35 contains 97082 members 
Mstep: Class 36 contains 37555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211899600.000000 Penalty: 129351.218750
Iteration 75Q: 37 clusters Score -2.118996e+08 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 44780 members 
Mstep: Class 3 contains 116091 members 
Mstep: Class 4 contains 34374 members 
Mstep: Class 5 contains 23601 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 14376 members 
Mstep: Class 8 contains 80743 members 
Mstep: Class 9 contains 46732 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 84908 members 
Mstep: Class 12 contains 10688 members 
Mstep: Class 13 contains 7292 members 
Mstep: Class 14 contains 17731 members 
Mstep: Class 15 contains 77991 members 
Mstep: Class 16 contains 197019 members 
Mstep: Class 17 contains 13948 members 
Mstep: Class 18 contains 50622 members 
Mstep: Class 19 contains 240340 members 
Mstep: Class 20 contains 86721 members 
Mstep: Class 21 contains 35789 members 
Mstep: Class 22 contains 43172 members 
Mstep: Class 23 contains 143530 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 47605 members 
Mstep: Class 26 contains 34347 members 
Mstep: Class 27 contains 23867 members 
Mstep: Class 28 contains 20695 members 
Mstep: Class 29 contains 33893 members 
Mstep: Class 30 contains 18802 members 
Mstep: Class 31 contains 5558 members 
Mstep: Class 32 contains 17361 members 
Mstep: Class 33 contains 186887 members 
Mstep: Class 34 contains 17037 members 
Mstep: Class 35 contains 97542 members 
Mstep: Class 36 contains 37546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211900256.000000 Penalty: 129351.218750
Iteration 76Q: 37 clusters Score -2.119003e+08 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 44717 members 
Mstep: Class 3 contains 116057 members 
Mstep: Class 4 contains 34369 members 
Mstep: Class 5 contains 23571 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 14388 members 
Mstep: Class 8 contains 80751 members 
Mstep: Class 9 contains 46973 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85253 members 
Mstep: Class 12 contains 10688 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 17660 members 
Mstep: Class 15 contains 78237 members 
Mstep: Class 16 contains 196674 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 49766 members 
Mstep: Class 19 contains 240378 members 
Mstep: Class 20 contains 86603 members 
Mstep: Class 21 contains 35822 members 
Mstep: Class 22 contains 43197 members 
Mstep: Class 23 contains 143513 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 47208 members 
Mstep: Class 26 contains 34340 members 
Mstep: Class 27 contains 23991 members 
Mstep: Class 28 contains 20517 members 
Mstep: Class 29 contains 34005 members 
Mstep: Class 30 contains 18813 members 
Mstep: Class 31 contains 5575 members 
Mstep: Class 32 contains 17361 members 
Mstep: Class 33 contains 187296 members 
Mstep: Class 34 contains 17066 members 
Mstep: Class 35 contains 97906 members 
Mstep: Class 36 contains 37524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211900112.000000 Penalty: 129351.218750
Iteration 77Q: 37 clusters Score -2.119001e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 44660 members 
Mstep: Class 3 contains 116028 members 
Mstep: Class 4 contains 34354 members 
Mstep: Class 5 contains 23548 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 14396 members 
Mstep: Class 8 contains 80778 members 
Mstep: Class 9 contains 47220 members 
Mstep: Class 10 contains 15711 members 
Mstep: Class 11 contains 85569 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 14 contains 17594 members 
Mstep: Class 15 contains 78448 members 
Mstep: Class 16 contains 196344 members 
Mstep: Class 17 contains 14023 members 
Mstep: Class 18 contains 49037 members 
Mstep: Class 19 contains 240440 members 
Mstep: Class 20 contains 86472 members 
Mstep: Class 21 contains 35861 members 
Mstep: Class 22 contains 43212 members 
Mstep: Class 23 contains 143504 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46842 members 
Mstep: Class 26 contains 34334 members 
Mstep: Class 27 contains 24091 members 
Mstep: Class 28 contains 20321 members 
Mstep: Class 29 contains 34087 members 
Mstep: Class 30 contains 18825 members 
Mstep: Class 31 contains 5603 members 
Mstep: Class 32 contains 17382 members 
Mstep: Class 33 contains 187711 members 
Mstep: Class 34 contains 17102 members 
Mstep: Class 35 contains 98180 members 
Mstep: Class 36 contains 37518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211900400.000000 Penalty: 129351.218750
Iteration 78Q: 37 clusters Score -2.119004e+08 nChanged 4639
Entering ConstructFrom: 
Score: -211900400.000000 Penalty: 129351.218750
Entering ConstructFrom: 
Trying to split cluster 1 (20932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Entering Unmasked Estep 
Score: -2346514.000000 Penalty: 2467.360596
	Iteration 0F: 2 clusters Score -2346514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2331970.750000 Penalty: 4934.721191
	Iteration 0F: 3 clusters Score -2331971 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2337173.500000 Penalty: 4934.721191
	Iteration 1F: 3 clusters Score -2337174 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2337940.000000 Penalty: 4934.721191
	Iteration 2F: 3 clusters Score -2337940 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2338898.000000 Penalty: 4934.721191
	Iteration 3F: 3 clusters Score -2338898 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2340147.500000 Penalty: 4934.721191
	Iteration 4F: 3 clusters Score -2340148 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2341680.250000 Penalty: 4934.721191
	Iteration 5F: 3 clusters Score -2341680 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2342954.750000 Penalty: 4934.721191
	Iteration 6F: 3 clusters Score -2342955 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2343821.250000 Penalty: 4934.721191
	Iteration 7F: 3 clusters Score -2343821 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2344443.250000 Penalty: 4934.721191
	Iteration 8Q: 3 clusters Score -2344443 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2344891.500000 Penalty: 4934.721191
	Iteration 9Q: 3 clusters Score -2344892 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2345226.250000 Penalty: 4934.721191
	Iteration 10Q: 3 clusters Score -2345226 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2345459.500000 Penalty: 4934.721191
	Iteration 11Q: 3 clusters Score -2345460 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2345594.250000 Penalty: 4934.721191
	Iteration 12Q: 3 clusters Score -2345594 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2345687.250000 Penalty: 4934.721191
	Iteration 13Q: 3 clusters Score -2345687 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2345738.750000 Penalty: 4934.721191
	Iteration 14Q: 3 clusters Score -2345739 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2345769.250000 Penalty: 4934.721191
	Iteration 15Q: 3 clusters Score -2345769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2345817.750000 Penalty: 4934.721191
	Iteration 16Q: 3 clusters Score -2345818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2345831.000000 Penalty: 4934.721191
	Iteration 17Q: 3 clusters Score -2345831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2345848.250000 Penalty: 4934.721191
	Iteration 18Q: 3 clusters Score -2345848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2345856.750000 Penalty: 4934.721191
	Iteration 19Q: 3 clusters Score -2345857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2345863.500000 Penalty: 4934.721191
	Iteration 20F: 3 clusters Score -2345864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2345877.250000 Penalty: 4934.721191
	Iteration 21Q: 3 clusters Score -2345877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2345886.500000 Penalty: 4934.721191
	Iteration 22Q: 3 clusters Score -2345886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2345898.750000 Penalty: 4934.721191
	Iteration 23Q: 3 clusters Score -2345899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2345913.500000 Penalty: 4934.721191
	Iteration 24Q: 3 clusters Score -2345914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2345929.000000 Penalty: 4934.721191
	Iteration 25Q: 3 clusters Score -2345929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2345941.250000 Penalty: 4934.721191
	Iteration 26Q: 3 clusters Score -2345941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2345939.000000 Penalty: 4934.721191
	Iteration 27Q: 3 clusters Score -2345939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2345948.500000 Penalty: 4934.721191
	Iteration 28Q: 3 clusters Score -2345948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2345950.750000 Penalty: 4934.721191
	Iteration 29Q: 3 clusters Score -2345951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2345956.250000 Penalty: 4934.721191
	Iteration 30Q: 3 clusters Score -2345956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2345962.500000 Penalty: 4934.721191
	Iteration 31Q: 3 clusters Score -2345962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2345966.500000 Penalty: 4934.721191
	Iteration 32Q: 3 clusters Score -2345966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2345970.750000 Penalty: 4934.721191
	Iteration 33Q: 3 clusters Score -2345971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2345980.000000 Penalty: 4934.721191
	Iteration 34Q: 3 clusters Score -2345980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2345984.750000 Penalty: 4934.721191
	Iteration 35Q: 3 clusters Score -2345985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2345983.500000 Penalty: 4934.721191
	Iteration 36Q: 3 clusters Score -2345984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2345986.250000 Penalty: 4934.721191
	Iteration 37Q: 3 clusters Score -2345986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2345989.000000 Penalty: 4934.721191
	Iteration 38Q: 3 clusters Score -2345989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2345992.500000 Penalty: 4934.721191
	Iteration 39Q: 3 clusters Score -2345992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2345995.500000 Penalty: 4934.721191
	Iteration 40F: 3 clusters Score -2345996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2345993.250000 Penalty: 4934.721191
	Iteration 41Q: 3 clusters Score -2345993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2346000.500000 Penalty: 4934.721191
	Iteration 42Q: 3 clusters Score -2346000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2346001.000000 Penalty: 4934.721191
	Iteration 43Q: 3 clusters Score -2346001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2345998.750000 Penalty: 4934.721191
	Iteration 44Q: 3 clusters Score -2345999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2345999.750000 Penalty: 4934.721191
	Iteration 45Q: 3 clusters Score -2346000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2345998.250000 Penalty: 4934.721191
	Iteration 46Q: 3 clusters Score -2345998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2346002.000000 Penalty: 4934.721191
	Iteration 47Q: 3 clusters Score -2346002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2346002.500000 Penalty: 4934.721191
	Iteration 48Q: 3 clusters Score -2346002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2346002.000000 Penalty: 4934.721191
	Iteration 49Q: 3 clusters Score -2346002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2346000.500000 Penalty: 4934.721191
	Iteration 50Q: 3 clusters Score -2346000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2346001.000000 Penalty: 4934.721191
	Iteration 51Q: 3 clusters Score -2346001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2346001.000000 Penalty: 4934.721191
	Iteration 52F: 3 clusters Score -2346001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Entering Unmasked Estep 
Score: -5036317.000000 Penalty: 2654.961426
	Iteration 0F: 2 clusters Score -5036317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -5006279.000000 Penalty: 5309.922852
	Iteration 0F: 3 clusters Score -5006279 nChanged 20594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5019909.500000 Penalty: 5309.922852
	Iteration 1F: 3 clusters Score -5019910 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5025090.000000 Penalty: 5309.922852
	Iteration 2F: 3 clusters Score -5025090 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -5031602.000000 Penalty: 5309.922852
	Iteration 3F: 3 clusters Score -5031602 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5035975.000000 Penalty: 5309.922852
	Iteration 4F: 3 clusters Score -5035975 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5038263.000000 Penalty: 5309.922852
	Iteration 5F: 3 clusters Score -5038263 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -5040042.000000 Penalty: 5309.922852
	Iteration 6Q: 3 clusters Score -5040042 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -5041624.000000 Penalty: 5309.922852
	Iteration 7Q: 3 clusters Score -5041624 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5042959.500000 Penalty: 5309.922852
	Iteration 8Q: 3 clusters Score -5042960 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5043994.500000 Penalty: 5309.922852
	Iteration 9Q: 3 clusters Score -5043994 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5044719.000000 Penalty: 5309.922852
	Iteration 10Q: 3 clusters Score -5044719 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5045260.000000 Penalty: 5309.922852
	Iteration 11Q: 3 clusters Score -5045260 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5045654.500000 Penalty: 5309.922852
	Iteration 12Q: 3 clusters Score -5045654 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5045948.000000 Penalty: 5309.922852
	Iteration 13Q: 3 clusters Score -5045948 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5046180.500000 Penalty: 5309.922852
	Iteration 14Q: 3 clusters Score -5046180 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5046320.500000 Penalty: 5309.922852
	Iteration 15Q: 3 clusters Score -5046320 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5046410.500000 Penalty: 5309.922852
	Iteration 16Q: 3 clusters Score -5046410 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5046506.000000 Penalty: 5309.922852
	Iteration 17Q: 3 clusters Score -5046506 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5046595.000000 Penalty: 5309.922852
	Iteration 18Q: 3 clusters Score -5046595 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5046642.000000 Penalty: 5309.922852
	Iteration 19Q: 3 clusters Score -5046642 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5046689.500000 Penalty: 5309.922852
	Iteration 20F: 3 clusters Score -5046690 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -5046709.500000 Penalty: 5309.922852
	Iteration 21Q: 3 clusters Score -5046710 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5046759.000000 Penalty: 5309.922852
	Iteration 22Q: 3 clusters Score -5046759 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5046763.000000 Penalty: 5309.922852
	Iteration 23Q: 3 clusters Score -5046763 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5046760.000000 Penalty: 5309.922852
	Iteration 24Q: 3 clusters Score -5046760 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5046784.500000 Penalty: 5309.922852
	Iteration 25Q: 3 clusters Score -5046784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5046813.500000 Penalty: 5309.922852
	Iteration 26Q: 3 clusters Score -5046814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5046827.500000 Penalty: 5309.922852
	Iteration 27Q: 3 clusters Score -5046828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5046836.500000 Penalty: 5309.922852
	Iteration 28Q: 3 clusters Score -5046836 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -5046889.000000 Penalty: 5309.922852
	Iteration 29Q: 3 clusters Score -5046889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5046968.500000 Penalty: 5309.922852
	Iteration 30Q: 3 clusters Score -5046968 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5047087.500000 Penalty: 5309.922852
	Iteration 31Q: 3 clusters Score -5047088 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5047270.000000 Penalty: 5309.922852
	Iteration 32Q: 3 clusters Score -5047270 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -5047577.000000 Penalty: 5309.922852
	Iteration 33Q: 3 clusters Score -5047577 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5048085.000000 Penalty: 5309.922852
	Iteration 34Q: 3 clusters Score -5048085 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -5048652.000000 Penalty: 5309.922852
	Iteration 35Q: 3 clusters Score -5048652 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5049210.500000 Penalty: 5309.922852
	Iteration 36Q: 3 clusters Score -5049210 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -5049633.000000 Penalty: 5309.922852
	Iteration 37Q: 3 clusters Score -5049633 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5049970.500000 Penalty: 5309.922852
	Iteration 38Q: 3 clusters Score -5049970 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -5050130.500000 Penalty: 5309.922852
	Iteration 39Q: 3 clusters Score -5050130 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5050249.500000 Penalty: 5309.922852
	Iteration 40F: 3 clusters Score -5050250 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5050323.000000 Penalty: 5309.922852
	Iteration 41Q: 3 clusters Score -5050323 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5050358.500000 Penalty: 5309.922852
	Iteration 42Q: 3 clusters Score -5050358 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5050376.500000 Penalty: 5309.922852
	Iteration 43Q: 3 clusters Score -5050376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5050397.000000 Penalty: 5309.922852
	Iteration 44Q: 3 clusters Score -5050397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5050405.500000 Penalty: 5309.922852
	Iteration 45Q: 3 clusters Score -5050406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5050418.000000 Penalty: 5309.922852
	Iteration 46Q: 3 clusters Score -5050418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5050415.000000 Penalty: 5309.922852
	Iteration 47Q: 3 clusters Score -5050415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5050427.000000 Penalty: 5309.922852
	Iteration 48Q: 3 clusters Score -5050427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5050448.500000 Penalty: 5309.922852
	Iteration 49Q: 3 clusters Score -5050448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -5050449.000000 Penalty: 5309.922852
	Iteration 50Q: 3 clusters Score -5050449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -5050448.500000 Penalty: 5309.922852
	Iteration 51Q: 3 clusters Score -5050448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5050460.500000 Penalty: 5309.922852
	Iteration 52Q: 3 clusters Score -5050460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5050469.500000 Penalty: 5309.922852
	Iteration 53Q: 3 clusters Score -5050470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5050467.500000 Penalty: 5309.922852
	Iteration 54Q: 3 clusters Score -5050468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5050468.000000 Penalty: 5309.922852
	Iteration 55Q: 3 clusters Score -5050468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -5050477.000000 Penalty: 5309.922852
	Iteration 56Q: 3 clusters Score -5050477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5050468.500000 Penalty: 5309.922852
	Iteration 57Q: 3 clusters Score -5050468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5050466.000000 Penalty: 5309.922852
	Iteration 58Q: 3 clusters Score -5050466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5050461.000000 Penalty: 5309.922852
	Iteration 59Q: 3 clusters Score -5050461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5050462.000000 Penalty: 5309.922852
	Iteration 60F: 3 clusters Score -5050462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -5050454.000000 Penalty: 5309.922852
	Iteration 61Q: 3 clusters Score -5050454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -5050466.500000 Penalty: 5309.922852
	Iteration 62Q: 3 clusters Score -5050466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5050465.000000 Penalty: 5309.922852
	Iteration 63Q: 3 clusters Score -5050465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5050470.500000 Penalty: 5309.922852
	Iteration 64Q: 3 clusters Score -5050470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5050475.500000 Penalty: 5309.922852
	Iteration 65Q: 3 clusters Score -5050476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -5050481.000000 Penalty: 5309.922852
	Iteration 66Q: 3 clusters Score -5050481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -5050480.500000 Penalty: 5309.922852
	Iteration 67Q: 3 clusters Score -5050480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5050479.500000 Penalty: 5309.922852
	Iteration 68Q: 3 clusters Score -5050480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -5050483.000000 Penalty: 5309.922852
	Iteration 69Q: 3 clusters Score -5050483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -5050483.000000 Penalty: 5309.922852
	Iteration 70F: 3 clusters Score -5050483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 34354 members 
Mstep: Class 5 contains 23538 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Entering Unmasked Estep 
Score: -211909040.000000 Penalty: 132944.312500
Splitting cluster 2 changes total score from -211900400.000000 to -211909040.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (115987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115987 members 
Entering Unmasked Estep 
Score: -13177732.000000 Penalty: 2891.985840
	Iteration 0F: 2 clusters Score -1.317773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -13100196.000000 Penalty: 5783.971680
	Iteration 0F: 3 clusters Score -1.31002e+07 nChanged 55138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -13133098.000000 Penalty: 5783.971680
	Iteration 1F: 3 clusters Score -1.31331e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -13136352.000000 Penalty: 5783.971680
	Iteration 2F: 3 clusters Score -1.313635e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -13142116.000000 Penalty: 5783.971680
	Iteration 3F: 3 clusters Score -1.314212e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -13149867.000000 Penalty: 5783.971680
	Iteration 4F: 3 clusters Score -1.314987e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -13156354.000000 Penalty: 5783.971680
	Iteration 5F: 3 clusters Score -1.315635e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -13160101.000000 Penalty: 5783.971680
	Iteration 6F: 3 clusters Score -1.31601e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -13161863.000000 Penalty: 5783.971680
	Iteration 7Q: 3 clusters Score -1.316186e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -13162682.000000 Penalty: 5783.971680
	Iteration 8Q: 3 clusters Score -1.316268e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -13163269.000000 Penalty: 5783.971680
	Iteration 9Q: 3 clusters Score -1.316327e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -13163668.000000 Penalty: 5783.971680
	Iteration 10Q: 3 clusters Score -1.316367e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -13164048.000000 Penalty: 5783.971680
	Iteration 11Q: 3 clusters Score -1.316405e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -13164545.000000 Penalty: 5783.971680
	Iteration 12Q: 3 clusters Score -1.316454e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -13164960.000000 Penalty: 5783.971680
	Iteration 13Q: 3 clusters Score -1.316496e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -13165609.000000 Penalty: 5783.971680
	Iteration 14Q: 3 clusters Score -1.316561e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -13166382.000000 Penalty: 5783.971680
	Iteration 15Q: 3 clusters Score -1.316638e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -13167501.000000 Penalty: 5783.971680
	Iteration 16Q: 3 clusters Score -1.31675e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -13168856.000000 Penalty: 5783.971680
	Iteration 17Q: 3 clusters Score -1.316886e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -13170192.000000 Penalty: 5783.971680
	Iteration 18Q: 3 clusters Score -1.317019e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -13171574.000000 Penalty: 5783.971680
	Iteration 19Q: 3 clusters Score -1.317157e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -13172592.000000 Penalty: 5783.971680
	Iteration 20F: 3 clusters Score -1.317259e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -13173271.000000 Penalty: 5783.971680
	Iteration 21Q: 3 clusters Score -1.317327e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -13173846.000000 Penalty: 5783.971680
	Iteration 22Q: 3 clusters Score -1.317385e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -13174228.000000 Penalty: 5783.971680
	Iteration 23Q: 3 clusters Score -1.317423e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -13174552.000000 Penalty: 5783.971680
	Iteration 24Q: 3 clusters Score -1.317455e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -13174858.000000 Penalty: 5783.971680
	Iteration 25Q: 3 clusters Score -1.317486e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -13175100.000000 Penalty: 5783.971680
	Iteration 26Q: 3 clusters Score -1.31751e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -13175375.000000 Penalty: 5783.971680
	Iteration 27Q: 3 clusters Score -1.317538e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -13175522.000000 Penalty: 5783.971680
	Iteration 28Q: 3 clusters Score -1.317552e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -13175673.000000 Penalty: 5783.971680
	Iteration 29Q: 3 clusters Score -1.317567e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -13175786.000000 Penalty: 5783.971680
	Iteration 30Q: 3 clusters Score -1.317579e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -13175877.000000 Penalty: 5783.971680
	Iteration 31Q: 3 clusters Score -1.317588e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -13175926.000000 Penalty: 5783.971680
	Iteration 32Q: 3 clusters Score -1.317593e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -13175951.000000 Penalty: 5783.971680
	Iteration 33Q: 3 clusters Score -1.317595e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -13176000.000000 Penalty: 5783.971680
	Iteration 34Q: 3 clusters Score -1.3176e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -13176074.000000 Penalty: 5783.971680
	Iteration 35Q: 3 clusters Score -1.317607e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -13176086.000000 Penalty: 5783.971680
	Iteration 36Q: 3 clusters Score -1.317609e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -13176110.000000 Penalty: 5783.971680
	Iteration 37Q: 3 clusters Score -1.317611e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -13176144.000000 Penalty: 5783.971680
	Iteration 38Q: 3 clusters Score -1.317614e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -13176185.000000 Penalty: 5783.971680
	Iteration 39Q: 3 clusters Score -1.317618e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -13176172.000000 Penalty: 5783.971680
	Iteration 40F: 3 clusters Score -1.317617e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -13176218.000000 Penalty: 5783.971680
	Iteration 41Q: 3 clusters Score -1.317622e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -13176268.000000 Penalty: 5783.971680
	Iteration 42Q: 3 clusters Score -1.317627e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -13176254.000000 Penalty: 5783.971680
	Iteration 43Q: 3 clusters Score -1.317625e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -13176222.000000 Penalty: 5783.971680
	Iteration 44Q: 3 clusters Score -1.317622e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -13176237.000000 Penalty: 5783.971680
	Iteration 45Q: 3 clusters Score -1.317624e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -13176277.000000 Penalty: 5783.971680
	Iteration 46Q: 3 clusters Score -1.317628e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -13176277.000000 Penalty: 5783.971680
	Iteration 47Q: 3 clusters Score -1.317628e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -13176268.000000 Penalty: 5783.971680
	Iteration 48Q: 3 clusters Score -1.317627e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -13176298.000000 Penalty: 5783.971680
	Iteration 49Q: 3 clusters Score -1.31763e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -13176316.000000 Penalty: 5783.971680
	Iteration 50Q: 3 clusters Score -1.317632e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -13176343.000000 Penalty: 5783.971680
	Iteration 51Q: 3 clusters Score -1.317634e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -13176369.000000 Penalty: 5783.971680
	Iteration 52Q: 3 clusters Score -1.317637e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -13176395.000000 Penalty: 5783.971680
	Iteration 53Q: 3 clusters Score -1.31764e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 104405 members 
Entering Unmasked Estep 
Score: -13176407.000000 Penalty: 5783.971680
	Iteration 54Q: 3 clusters Score -1.317641e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -13176394.000000 Penalty: 5783.971680
	Iteration 55Q: 3 clusters Score -1.317639e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -13176412.000000 Penalty: 5783.971680
	Iteration 56Q: 3 clusters Score -1.317641e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -13176408.000000 Penalty: 5783.971680
	Iteration 57Q: 3 clusters Score -1.317641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -13176408.000000 Penalty: 5783.971680
	Iteration 58Q: 3 clusters Score -1.317641e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -13176421.000000 Penalty: 5783.971680
	Iteration 59Q: 3 clusters Score -1.317642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -13176415.000000 Penalty: 5783.971680
	Iteration 60F: 3 clusters Score -1.317642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -13176405.000000 Penalty: 5783.971680
	Iteration 61Q: 3 clusters Score -1.31764e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
Score: -13176398.000000 Penalty: 5783.971680
	Iteration 62Q: 3 clusters Score -1.31764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -13176407.000000 Penalty: 5783.971680
	Iteration 63Q: 3 clusters Score -1.317641e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -13176434.000000 Penalty: 5783.971680
	Iteration 64Q: 3 clusters Score -1.317643e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -13176419.000000 Penalty: 5783.971680
	Iteration 65Q: 3 clusters Score -1.317642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -13176464.000000 Penalty: 5783.971680
	Iteration 66Q: 3 clusters Score -1.317646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -13176459.000000 Penalty: 5783.971680
	Iteration 67Q: 3 clusters Score -1.317646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 105442 members 
Entering Unmasked Estep 
Score: -13176470.000000 Penalty: 5783.971680
	Iteration 68Q: 3 clusters Score -1.317647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -13176452.000000 Penalty: 5783.971680
	Iteration 69Q: 3 clusters Score -1.317645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -13176453.000000 Penalty: 5783.971680
	Iteration 70Q: 3 clusters Score -1.317645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -13176440.000000 Penalty: 5783.971680
	Iteration 71Q: 3 clusters Score -1.317644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -13176462.000000 Penalty: 5783.971680
	Iteration 72Q: 3 clusters Score -1.317646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -13176444.000000 Penalty: 5783.971680
	Iteration 73Q: 3 clusters Score -1.317644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -13176459.000000 Penalty: 5783.971680
	Iteration 74Q: 3 clusters Score -1.317646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 105755 members 
Entering Unmasked Estep 
Score: -13176481.000000 Penalty: 5783.971680
	Iteration 75Q: 3 clusters Score -1.317648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -13176493.000000 Penalty: 5783.971680
	Iteration 76Q: 3 clusters Score -1.317649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13176483.000000 Penalty: 5783.971680
	Iteration 77Q: 3 clusters Score -1.317648e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -13176489.000000 Penalty: 5783.971680
	Iteration 78Q: 3 clusters Score -1.317649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -13176497.000000 Penalty: 5783.971680
	Iteration 79Q: 3 clusters Score -1.31765e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -13176497.000000 Penalty: 5783.971680
	Iteration 80F: 3 clusters Score -1.31765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -13176493.000000 Penalty: 5783.971680
	Iteration 81Q: 3 clusters Score -1.317649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -13176494.000000 Penalty: 5783.971680
	Iteration 82Q: 3 clusters Score -1.317649e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -13176484.000000 Penalty: 5783.971680
	Iteration 83Q: 3 clusters Score -1.317648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -13176492.000000 Penalty: 5783.971680
	Iteration 84Q: 3 clusters Score -1.317649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -13176476.000000 Penalty: 5783.971680
	Iteration 85Q: 3 clusters Score -1.317648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 106104 members 
Entering Unmasked Estep 
Score: -13176483.000000 Penalty: 5783.971680
	Iteration 86Q: 3 clusters Score -1.317648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -13176482.000000 Penalty: 5783.971680
	Iteration 87Q: 3 clusters Score -1.317648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -13176484.000000 Penalty: 5783.971680
	Iteration 88Q: 3 clusters Score -1.317648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -13176494.000000 Penalty: 5783.971680
	Iteration 89Q: 3 clusters Score -1.317649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 106204 members 
Entering Unmasked Estep 
Score: -13176475.000000 Penalty: 5783.971680
	Iteration 90Q: 3 clusters Score -1.317648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -13176474.000000 Penalty: 5783.971680
	Iteration 91Q: 3 clusters Score -1.317647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -13176500.000000 Penalty: 5783.971680
	Iteration 92Q: 3 clusters Score -1.31765e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -13176494.000000 Penalty: 5783.971680
	Iteration 93Q: 3 clusters Score -1.317649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -13176501.000000 Penalty: 5783.971680
	Iteration 94Q: 3 clusters Score -1.31765e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -13176514.000000 Penalty: 5783.971680
	Iteration 95Q: 3 clusters Score -1.317651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -13176521.000000 Penalty: 5783.971680
	Iteration 96Q: 3 clusters Score -1.317652e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -13176518.000000 Penalty: 5783.971680
	Iteration 97Q: 3 clusters Score -1.317652e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -13176528.000000 Penalty: 5783.971680
	Iteration 98Q: 3 clusters Score -1.317653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -13176542.000000 Penalty: 5783.971680
	Iteration 99Q: 3 clusters Score -1.317654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -13176545.000000 Penalty: 5783.971680
	Iteration 100F: 3 clusters Score -1.317654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -13176558.000000 Penalty: 5783.971680
	Iteration 101Q: 3 clusters Score -1.317656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -13176548.000000 Penalty: 5783.971680
	Iteration 102Q: 3 clusters Score -1.317655e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -13176559.000000 Penalty: 5783.971680
	Iteration 103Q: 3 clusters Score -1.317656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -13176581.000000 Penalty: 5783.971680
	Iteration 104Q: 3 clusters Score -1.317658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -13176575.000000 Penalty: 5783.971680
	Iteration 105Q: 3 clusters Score -1.317658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -13176582.000000 Penalty: 5783.971680
	Iteration 106Q: 3 clusters Score -1.317658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -13176582.000000 Penalty: 5783.971680
	Iteration 107Q: 3 clusters Score -1.317658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -13176578.000000 Penalty: 5783.971680
	Iteration 108Q: 3 clusters Score -1.317658e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -13176577.000000 Penalty: 5783.971680
	Iteration 109Q: 3 clusters Score -1.317658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -13176588.000000 Penalty: 5783.971680
	Iteration 110Q: 3 clusters Score -1.317659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -13176579.000000 Penalty: 5783.971680
	Iteration 111Q: 3 clusters Score -1.317658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -13176573.000000 Penalty: 5783.971680
	Iteration 112Q: 3 clusters Score -1.317657e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -13176591.000000 Penalty: 5783.971680
	Iteration 113Q: 3 clusters Score -1.317659e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13176604.000000 Penalty: 5783.971680
	Iteration 114Q: 3 clusters Score -1.31766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -13176595.000000 Penalty: 5783.971680
	Iteration 115Q: 3 clusters Score -1.31766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -13176603.000000 Penalty: 5783.971680
	Iteration 116Q: 3 clusters Score -1.31766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -13176619.000000 Penalty: 5783.971680
	Iteration 117Q: 3 clusters Score -1.317662e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -13176615.000000 Penalty: 5783.971680
	Iteration 118Q: 3 clusters Score -1.317662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -13176617.000000 Penalty: 5783.971680
	Iteration 119Q: 3 clusters Score -1.317662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -13176604.000000 Penalty: 5783.971680
	Iteration 120F: 3 clusters Score -1.31766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -13176627.000000 Penalty: 5783.971680
	Iteration 121Q: 3 clusters Score -1.317663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -13176612.000000 Penalty: 5783.971680
	Iteration 122Q: 3 clusters Score -1.317661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -13176604.000000 Penalty: 5783.971680
	Iteration 123Q: 3 clusters Score -1.31766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -13176616.000000 Penalty: 5783.971680
	Iteration 124Q: 3 clusters Score -1.317662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -13176615.000000 Penalty: 5783.971680
	Iteration 125Q: 3 clusters Score -1.317662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -13176619.000000 Penalty: 5783.971680
	Iteration 126Q: 3 clusters Score -1.317662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -13176617.000000 Penalty: 5783.971680
	Iteration 127Q: 3 clusters Score -1.317662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -13176605.000000 Penalty: 5783.971680
	Iteration 128Q: 3 clusters Score -1.31766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -13176600.000000 Penalty: 5783.971680
	Iteration 129Q: 3 clusters Score -1.31766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -13176594.000000 Penalty: 5783.971680
	Iteration 130Q: 3 clusters Score -1.317659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -13176613.000000 Penalty: 5783.971680
	Iteration 131Q: 3 clusters Score -1.317661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 107516 members 
Entering Unmasked Estep 
Score: -13176604.000000 Penalty: 5783.971680
	Iteration 132Q: 3 clusters Score -1.31766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -13176605.000000 Penalty: 5783.971680
	Iteration 133Q: 3 clusters Score -1.31766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -13176606.000000 Penalty: 5783.971680
	Iteration 134Q: 3 clusters Score -1.317661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -13176588.000000 Penalty: 5783.971680
	Iteration 135Q: 3 clusters Score -1.317659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -13176589.000000 Penalty: 5783.971680
	Iteration 136Q: 3 clusters Score -1.317659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -13176591.000000 Penalty: 5783.971680
	Iteration 137Q: 3 clusters Score -1.317659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -13176600.000000 Penalty: 5783.971680
	Iteration 138Q: 3 clusters Score -1.31766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -13176608.000000 Penalty: 5783.971680
	Iteration 139Q: 3 clusters Score -1.317661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -13176599.000000 Penalty: 5783.971680
	Iteration 140F: 3 clusters Score -1.31766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -13176596.000000 Penalty: 5783.971680
	Iteration 141Q: 3 clusters Score -1.31766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -13176593.000000 Penalty: 5783.971680
	Iteration 142Q: 3 clusters Score -1.317659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 107644 members 
Entering Unmasked Estep 
Score: -13176603.000000 Penalty: 5783.971680
	Iteration 143Q: 3 clusters Score -1.31766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -13176601.000000 Penalty: 5783.971680
	Iteration 144Q: 3 clusters Score -1.31766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -13176603.000000 Penalty: 5783.971680
	Iteration 145Q: 3 clusters Score -1.31766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -13176617.000000 Penalty: 5783.971680
	Iteration 146Q: 3 clusters Score -1.317662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -13176621.000000 Penalty: 5783.971680
	Iteration 147Q: 3 clusters Score -1.317662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -13176627.000000 Penalty: 5783.971680
	Iteration 148Q: 3 clusters Score -1.317663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -13176629.000000 Penalty: 5783.971680
	Iteration 149Q: 3 clusters Score -1.317663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -13176625.000000 Penalty: 5783.971680
	Iteration 150Q: 3 clusters Score -1.317662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -13176627.000000 Penalty: 5783.971680
	Iteration 151Q: 3 clusters Score -1.317663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -13176632.000000 Penalty: 5783.971680
	Iteration 152Q: 3 clusters Score -1.317663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -13176620.000000 Penalty: 5783.971680
	Iteration 153Q: 3 clusters Score -1.317662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -13176616.000000 Penalty: 5783.971680
	Iteration 154Q: 3 clusters Score -1.317662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -13176616.000000 Penalty: 5783.971680
	Iteration 155Q: 3 clusters Score -1.317662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -13176627.000000 Penalty: 5783.971680
	Iteration 156Q: 3 clusters Score -1.317663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -13176623.000000 Penalty: 5783.971680
	Iteration 157Q: 3 clusters Score -1.317662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -13176626.000000 Penalty: 5783.971680
	Iteration 158Q: 3 clusters Score -1.317663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -13176620.000000 Penalty: 5783.971680
	Iteration 159Q: 3 clusters Score -1.317662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -13176624.000000 Penalty: 5783.971680
	Iteration 160F: 3 clusters Score -1.317662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -13176627.000000 Penalty: 5783.971680
	Iteration 161Q: 3 clusters Score -1.317663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -13176637.000000 Penalty: 5783.971680
	Iteration 162Q: 3 clusters Score -1.317664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -13176628.000000 Penalty: 5783.971680
	Iteration 163Q: 3 clusters Score -1.317663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -13176626.000000 Penalty: 5783.971680
	Iteration 164Q: 3 clusters Score -1.317663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -13176633.000000 Penalty: 5783.971680
	Iteration 165Q: 3 clusters Score -1.317663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -13176640.000000 Penalty: 5783.971680
	Iteration 166Q: 3 clusters Score -1.317664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 107819 members 
Entering Unmasked Estep 
Score: -13176642.000000 Penalty: 5783.971680
	Iteration 167Q: 3 clusters Score -1.317664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -13176637.000000 Penalty: 5783.971680
	Iteration 168Q: 3 clusters Score -1.317664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -13176642.000000 Penalty: 5783.971680
	Iteration 169Q: 3 clusters Score -1.317664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -13176642.000000 Penalty: 5783.971680
	Iteration 170Q: 3 clusters Score -1.317664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 107832 members 
Entering Unmasked Estep 
Score: -13176637.000000 Penalty: 5783.971680
	Iteration 171Q: 3 clusters Score -1.317664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -13176635.000000 Penalty: 5783.971680
	Iteration 172Q: 3 clusters Score -1.317664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -13176643.000000 Penalty: 5783.971680
	Iteration 173Q: 3 clusters Score -1.317664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -13176639.000000 Penalty: 5783.971680
	Iteration 174Q: 3 clusters Score -1.317664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -13176635.000000 Penalty: 5783.971680
	Iteration 175Q: 3 clusters Score -1.317664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -13176635.000000 Penalty: 5783.971680
	Iteration 176F: 3 clusters Score -1.317664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Entering Unmasked Estep 
Score: -3668939.000000 Penalty: 2590.229492
	Iteration 0F: 2 clusters Score -3668939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3645597.750000 Penalty: 5180.458984
	Iteration 0F: 3 clusters Score -3645598 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3655558.750000 Penalty: 5180.458984
	Iteration 1F: 3 clusters Score -3655559 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3658509.000000 Penalty: 5180.458984
	Iteration 2F: 3 clusters Score -3658509 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3662954.250000 Penalty: 5180.458984
	Iteration 3F: 3 clusters Score -3662954 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3667353.250000 Penalty: 5180.458984
	Iteration 4F: 3 clusters Score -3667353 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3669722.250000 Penalty: 5180.458984
	Iteration 5F: 3 clusters Score -3669722 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3670817.250000 Penalty: 5180.458984
	Iteration 6F: 3 clusters Score -3670817 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3671423.250000 Penalty: 5180.458984
	Iteration 7Q: 3 clusters Score -3671423 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3671770.000000 Penalty: 5180.458984
	Iteration 8Q: 3 clusters Score -3671770 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3672103.750000 Penalty: 5180.458984
	Iteration 9Q: 3 clusters Score -3672104 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3672443.750000 Penalty: 5180.458984
	Iteration 10Q: 3 clusters Score -3672444 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3672879.750000 Penalty: 5180.458984
	Iteration 11Q: 3 clusters Score -3672880 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3673487.500000 Penalty: 5180.458984
	Iteration 12Q: 3 clusters Score -3673488 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3674176.250000 Penalty: 5180.458984
	Iteration 13Q: 3 clusters Score -3674176 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3674652.500000 Penalty: 5180.458984
	Iteration 14Q: 3 clusters Score -3674652 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3674831.000000 Penalty: 5180.458984
	Iteration 15Q: 3 clusters Score -3674831 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3674924.750000 Penalty: 5180.458984
	Iteration 16Q: 3 clusters Score -3674925 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3674951.250000 Penalty: 5180.458984
	Iteration 17Q: 3 clusters Score -3674951 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3674976.250000 Penalty: 5180.458984
	Iteration 18Q: 3 clusters Score -3674976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3674984.250000 Penalty: 5180.458984
	Iteration 19Q: 3 clusters Score -3674984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3674984.500000 Penalty: 5180.458984
	Iteration 20F: 3 clusters Score -3674984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3675020.500000 Penalty: 5180.458984
	Iteration 21Q: 3 clusters Score -3675020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3675038.000000 Penalty: 5180.458984
	Iteration 22Q: 3 clusters Score -3675038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3675046.750000 Penalty: 5180.458984
	Iteration 23Q: 3 clusters Score -3675047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3675053.500000 Penalty: 5180.458984
	Iteration 24Q: 3 clusters Score -3675054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3675067.500000 Penalty: 5180.458984
	Iteration 25Q: 3 clusters Score -3675068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3675075.750000 Penalty: 5180.458984
	Iteration 26Q: 3 clusters Score -3675076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3675088.500000 Penalty: 5180.458984
	Iteration 27Q: 3 clusters Score -3675088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3675107.000000 Penalty: 5180.458984
	Iteration 28Q: 3 clusters Score -3675107 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3675106.000000 Penalty: 5180.458984
	Iteration 29Q: 3 clusters Score -3675106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3675116.000000 Penalty: 5180.458984
	Iteration 30Q: 3 clusters Score -3675116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3675120.000000 Penalty: 5180.458984
	Iteration 31Q: 3 clusters Score -3675120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3675127.250000 Penalty: 5180.458984
	Iteration 32Q: 3 clusters Score -3675127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3675124.000000 Penalty: 5180.458984
	Iteration 33Q: 3 clusters Score -3675124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3675120.750000 Penalty: 5180.458984
	Iteration 34Q: 3 clusters Score -3675121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3675124.250000 Penalty: 5180.458984
	Iteration 35Q: 3 clusters Score -3675124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3675125.500000 Penalty: 5180.458984
	Iteration 36Q: 3 clusters Score -3675126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3675135.500000 Penalty: 5180.458984
	Iteration 37Q: 3 clusters Score -3675136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3675145.250000 Penalty: 5180.458984
	Iteration 38Q: 3 clusters Score -3675145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3675145.500000 Penalty: 5180.458984
	Iteration 39Q: 3 clusters Score -3675146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3675145.750000 Penalty: 5180.458984
	Iteration 40F: 3 clusters Score -3675146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3675147.000000 Penalty: 5180.458984
	Iteration 41Q: 3 clusters Score -3675147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3675150.000000 Penalty: 5180.458984
	Iteration 42Q: 3 clusters Score -3675150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3675146.750000 Penalty: 5180.458984
	Iteration 43Q: 3 clusters Score -3675147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3675157.000000 Penalty: 5180.458984
	Iteration 44Q: 3 clusters Score -3675157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3675156.750000 Penalty: 5180.458984
	Iteration 45Q: 3 clusters Score -3675157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3675151.250000 Penalty: 5180.458984
	Iteration 46Q: 3 clusters Score -3675151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3675147.500000 Penalty: 5180.458984
	Iteration 47Q: 3 clusters Score -3675148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3675151.750000 Penalty: 5180.458984
	Iteration 48Q: 3 clusters Score -3675152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3675148.750000 Penalty: 5180.458984
	Iteration 49Q: 3 clusters Score -3675149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3675150.250000 Penalty: 5180.458984
	Iteration 50Q: 3 clusters Score -3675150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3675150.000000 Penalty: 5180.458984
	Iteration 51Q: 3 clusters Score -3675150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3675150.000000 Penalty: 5180.458984
	Iteration 52Q: 3 clusters Score -3675150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3675163.000000 Penalty: 5180.458984
	Iteration 53Q: 3 clusters Score -3675163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3675158.000000 Penalty: 5180.458984
	Iteration 54Q: 3 clusters Score -3675158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3675161.000000 Penalty: 5180.458984
	Iteration 55Q: 3 clusters Score -3675161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3675158.250000 Penalty: 5180.458984
	Iteration 56Q: 3 clusters Score -3675158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3675158.250000 Penalty: 5180.458984
	Iteration 57Q: 3 clusters Score -3675158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3675166.000000 Penalty: 5180.458984
	Iteration 58Q: 3 clusters Score -3675166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3675171.500000 Penalty: 5180.458984
	Iteration 59Q: 3 clusters Score -3675172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3675170.250000 Penalty: 5180.458984
	Iteration 60F: 3 clusters Score -3675170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3675169.500000 Penalty: 5180.458984
	Iteration 61Q: 3 clusters Score -3675170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3675166.250000 Penalty: 5180.458984
	Iteration 62Q: 3 clusters Score -3675166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3675162.000000 Penalty: 5180.458984
	Iteration 63Q: 3 clusters Score -3675162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3675169.750000 Penalty: 5180.458984
	Iteration 64Q: 3 clusters Score -3675170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3675168.000000 Penalty: 5180.458984
	Iteration 65Q: 3 clusters Score -3675168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3675164.500000 Penalty: 5180.458984
	Iteration 66Q: 3 clusters Score -3675164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3675167.250000 Penalty: 5180.458984
	Iteration 67Q: 3 clusters Score -3675167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3675168.000000 Penalty: 5180.458984
	Iteration 68Q: 3 clusters Score -3675168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3675177.500000 Penalty: 5180.458984
	Iteration 69Q: 3 clusters Score -3675178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3675177.250000 Penalty: 5180.458984
	Iteration 70Q: 3 clusters Score -3675177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3675181.750000 Penalty: 5180.458984
	Iteration 71Q: 3 clusters Score -3675182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3675183.500000 Penalty: 5180.458984
	Iteration 72Q: 3 clusters Score -3675184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3675180.500000 Penalty: 5180.458984
	Iteration 73Q: 3 clusters Score -3675180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3675178.500000 Penalty: 5180.458984
	Iteration 74Q: 3 clusters Score -3675178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3675180.250000 Penalty: 5180.458984
	Iteration 75Q: 3 clusters Score -3675180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3675178.250000 Penalty: 5180.458984
	Iteration 76Q: 3 clusters Score -3675178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3675186.250000 Penalty: 5180.458984
	Iteration 77Q: 3 clusters Score -3675186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3675186.250000 Penalty: 5180.458984
	Iteration 78Q: 3 clusters Score -3675186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3675186.250000 Penalty: 5180.458984
	Iteration 79F: 3 clusters Score -3675186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 23538 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Entering Unmasked Estep 
Score: -211913312.000000 Penalty: 136537.406250
Splitting cluster 4 changes total score from -211900400.000000 to -211913312.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (23538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Entering Unmasked Estep 
Score: -2631742.250000 Penalty: 2496.459961
	Iteration 0F: 2 clusters Score -2631742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2615412.250000 Penalty: 4992.919922
	Iteration 0F: 3 clusters Score -2615412 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2621211.000000 Penalty: 4992.919922
	Iteration 1F: 3 clusters Score -2621211 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2622159.500000 Penalty: 4992.919922
	Iteration 2F: 3 clusters Score -2622160 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2623138.500000 Penalty: 4992.919922
	Iteration 3F: 3 clusters Score -2623138 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2624243.250000 Penalty: 4992.919922
	Iteration 4F: 3 clusters Score -2624243 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2625540.250000 Penalty: 4992.919922
	Iteration 5F: 3 clusters Score -2625540 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2627152.000000 Penalty: 4992.919922
	Iteration 6F: 3 clusters Score -2627152 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2629050.250000 Penalty: 4992.919922
	Iteration 7F: 3 clusters Score -2629050 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2630608.750000 Penalty: 4992.919922
	Iteration 8F: 3 clusters Score -2630609 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2631526.500000 Penalty: 4992.919922
	Iteration 9F: 3 clusters Score -2631526 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2632062.750000 Penalty: 4992.919922
	Iteration 10Q: 3 clusters Score -2632063 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2632366.750000 Penalty: 4992.919922
	Iteration 11Q: 3 clusters Score -2632367 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2632626.000000 Penalty: 4992.919922
	Iteration 12Q: 3 clusters Score -2632626 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2632817.750000 Penalty: 4992.919922
	Iteration 13Q: 3 clusters Score -2632818 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2632990.500000 Penalty: 4992.919922
	Iteration 14Q: 3 clusters Score -2632990 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2633123.250000 Penalty: 4992.919922
	Iteration 15Q: 3 clusters Score -2633123 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2633282.500000 Penalty: 4992.919922
	Iteration 16Q: 3 clusters Score -2633282 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2633429.750000 Penalty: 4992.919922
	Iteration 17Q: 3 clusters Score -2633430 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2633570.750000 Penalty: 4992.919922
	Iteration 18Q: 3 clusters Score -2633571 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2633649.250000 Penalty: 4992.919922
	Iteration 19Q: 3 clusters Score -2633649 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2633708.250000 Penalty: 4992.919922
	Iteration 20F: 3 clusters Score -2633708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2633753.500000 Penalty: 4992.919922
	Iteration 21Q: 3 clusters Score -2633754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2633770.250000 Penalty: 4992.919922
	Iteration 22Q: 3 clusters Score -2633770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2633781.500000 Penalty: 4992.919922
	Iteration 23Q: 3 clusters Score -2633782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2633785.500000 Penalty: 4992.919922
	Iteration 24Q: 3 clusters Score -2633786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2633783.750000 Penalty: 4992.919922
	Iteration 25Q: 3 clusters Score -2633784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2633795.250000 Penalty: 4992.919922
	Iteration 26Q: 3 clusters Score -2633795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2633800.500000 Penalty: 4992.919922
	Iteration 27Q: 3 clusters Score -2633800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2633797.250000 Penalty: 4992.919922
	Iteration 28Q: 3 clusters Score -2633797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2633804.000000 Penalty: 4992.919922
	Iteration 29Q: 3 clusters Score -2633804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2633803.250000 Penalty: 4992.919922
	Iteration 30Q: 3 clusters Score -2633803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2633796.000000 Penalty: 4992.919922
	Iteration 31Q: 3 clusters Score -2633796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2633798.750000 Penalty: 4992.919922
	Iteration 32Q: 3 clusters Score -2633799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2633804.000000 Penalty: 4992.919922
	Iteration 33Q: 3 clusters Score -2633804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2633808.750000 Penalty: 4992.919922
	Iteration 34Q: 3 clusters Score -2633809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2633808.250000 Penalty: 4992.919922
	Iteration 35Q: 3 clusters Score -2633808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2633810.500000 Penalty: 4992.919922
	Iteration 36Q: 3 clusters Score -2633810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2633813.250000 Penalty: 4992.919922
	Iteration 37Q: 3 clusters Score -2633813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2633808.000000 Penalty: 4992.919922
	Iteration 38Q: 3 clusters Score -2633808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2633810.000000 Penalty: 4992.919922
	Iteration 39Q: 3 clusters Score -2633810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2633813.500000 Penalty: 4992.919922
	Iteration 40F: 3 clusters Score -2633814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Entering Unmasked Estep 
Score: -211906656.000000 Penalty: 140130.484375
Splitting cluster 5 changes total score from -211900400.000000 to -211906656.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -284135.718750 Penalty: 1974.851807
	Iteration 0F: 2 clusters Score -284135.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -281284.218750 Penalty: 3949.703613
	Iteration 0F: 3 clusters Score -281284.2 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283475.562500 Penalty: 3949.703613
	Iteration 1F: 3 clusters Score -283475.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -284320.906250 Penalty: 3949.703613
	Iteration 2F: 3 clusters Score -284320.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284875.437500 Penalty: 3949.703613
	Iteration 3F: 3 clusters Score -284875.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -285330.593750 Penalty: 3949.703613
	Iteration 4F: 3 clusters Score -285330.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -285916.968750 Penalty: 3949.703613
	Iteration 5F: 3 clusters Score -285917 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286771.343750 Penalty: 3949.703613
	Iteration 6F: 3 clusters Score -286771.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -287074.218750 Penalty: 3949.703613
	Iteration 7Q: 3 clusters Score -287074.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -287456.625000 Penalty: 3949.703613
	Iteration 8Q: 3 clusters Score -287456.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -287713.031250 Penalty: 3949.703613
	Iteration 9Q: 3 clusters Score -287713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -288073.406250 Penalty: 3949.703613
	Iteration 10Q: 3 clusters Score -288073.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -288404.718750 Penalty: 3949.703613
	Iteration 11Q: 3 clusters Score -288404.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -288653.281250 Penalty: 3949.703613
	Iteration 12Q: 3 clusters Score -288653.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -288898.468750 Penalty: 3949.703613
	Iteration 13Q: 3 clusters Score -288898.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -289154.843750 Penalty: 3949.703613
	Iteration 14Q: 3 clusters Score -289154.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289343.343750 Penalty: 3949.703613
	Iteration 15Q: 3 clusters Score -289343.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -289538.062500 Penalty: 3949.703613
	Iteration 16Q: 3 clusters Score -289538.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -289816.125000 Penalty: 3949.703613
	Iteration 17Q: 3 clusters Score -289816.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -290031.125000 Penalty: 3949.703613
	Iteration 18Q: 3 clusters Score -290031.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -290169.750000 Penalty: 3949.703613
	Iteration 19Q: 3 clusters Score -290169.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290250.125000 Penalty: 3949.703613
	Iteration 20F: 3 clusters Score -290250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290271.437500 Penalty: 3949.703613
	Iteration 21Q: 3 clusters Score -290271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -290272.781250 Penalty: 3949.703613
	Iteration 22Q: 3 clusters Score -290272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -290272.781250 Penalty: 3949.703613
	Iteration 23F: 3 clusters Score -290272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Entering Unmasked Estep 
Score: -211910768.000000 Penalty: 143723.578125
Splitting cluster 6 changes total score from -211900400.000000 to -211910768.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 7 (14404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Entering Unmasked Estep 
Score: -1563549.375000 Penalty: 2374.664795
	Iteration 0F: 2 clusters Score -1563549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1553032.000000 Penalty: 4749.329590
	Iteration 0F: 3 clusters Score -1553032 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1556443.625000 Penalty: 4749.329590
	Iteration 1F: 3 clusters Score -1556444 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1556959.000000 Penalty: 4749.329590
	Iteration 2F: 3 clusters Score -1556959 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1557502.250000 Penalty: 4749.329590
	Iteration 3F: 3 clusters Score -1557502 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1558238.750000 Penalty: 4749.329590
	Iteration 4F: 3 clusters Score -1558239 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1559243.125000 Penalty: 4749.329590
	Iteration 5F: 3 clusters Score -1559243 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1560220.875000 Penalty: 4749.329590
	Iteration 6F: 3 clusters Score -1560221 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1560889.875000 Penalty: 4749.329590
	Iteration 7F: 3 clusters Score -1560890 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1561403.625000 Penalty: 4749.329590
	Iteration 8F: 3 clusters Score -1561404 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1561873.500000 Penalty: 4749.329590
	Iteration 9Q: 3 clusters Score -1561874 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1562292.375000 Penalty: 4749.329590
	Iteration 10Q: 3 clusters Score -1562292 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1562593.375000 Penalty: 4749.329590
	Iteration 11Q: 3 clusters Score -1562593 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1562824.000000 Penalty: 4749.329590
	Iteration 12Q: 3 clusters Score -1562824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1562991.375000 Penalty: 4749.329590
	Iteration 13Q: 3 clusters Score -1562991 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1563094.375000 Penalty: 4749.329590
	Iteration 14Q: 3 clusters Score -1563094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1563158.500000 Penalty: 4749.329590
	Iteration 15Q: 3 clusters Score -1563158 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1563205.625000 Penalty: 4749.329590
	Iteration 16Q: 3 clusters Score -1563206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1563246.125000 Penalty: 4749.329590
	Iteration 17Q: 3 clusters Score -1563246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1563288.000000 Penalty: 4749.329590
	Iteration 18Q: 3 clusters Score -1563288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1563338.000000 Penalty: 4749.329590
	Iteration 19Q: 3 clusters Score -1563338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1563375.000000 Penalty: 4749.329590
	Iteration 20F: 3 clusters Score -1563375 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1563407.500000 Penalty: 4749.329590
	Iteration 21Q: 3 clusters Score -1563408 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1563439.500000 Penalty: 4749.329590
	Iteration 22Q: 3 clusters Score -1563440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1563463.625000 Penalty: 4749.329590
	Iteration 23Q: 3 clusters Score -1563464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1563493.875000 Penalty: 4749.329590
	Iteration 24Q: 3 clusters Score -1563494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1563520.500000 Penalty: 4749.329590
	Iteration 25Q: 3 clusters Score -1563520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1563545.125000 Penalty: 4749.329590
	Iteration 26Q: 3 clusters Score -1563545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1563561.125000 Penalty: 4749.329590
	Iteration 27Q: 3 clusters Score -1563561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1563580.750000 Penalty: 4749.329590
	Iteration 28Q: 3 clusters Score -1563581 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1563600.125000 Penalty: 4749.329590
	Iteration 29Q: 3 clusters Score -1563600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1563610.125000 Penalty: 4749.329590
	Iteration 30Q: 3 clusters Score -1563610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1563615.875000 Penalty: 4749.329590
	Iteration 31Q: 3 clusters Score -1563616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1563628.125000 Penalty: 4749.329590
	Iteration 32Q: 3 clusters Score -1563628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1563639.000000 Penalty: 4749.329590
	Iteration 33Q: 3 clusters Score -1563639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1563643.125000 Penalty: 4749.329590
	Iteration 34Q: 3 clusters Score -1563643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1563657.375000 Penalty: 4749.329590
	Iteration 35Q: 3 clusters Score -1563657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1563665.375000 Penalty: 4749.329590
	Iteration 36Q: 3 clusters Score -1563665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1563674.625000 Penalty: 4749.329590
	Iteration 37Q: 3 clusters Score -1563675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1563678.125000 Penalty: 4749.329590
	Iteration 38Q: 3 clusters Score -1563678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1563677.125000 Penalty: 4749.329590
	Iteration 39Q: 3 clusters Score -1563677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1563679.875000 Penalty: 4749.329590
	Iteration 40F: 3 clusters Score -1563680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1563685.875000 Penalty: 4749.329590
	Iteration 41Q: 3 clusters Score -1563686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1563683.250000 Penalty: 4749.329590
	Iteration 42Q: 3 clusters Score -1563683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1563690.625000 Penalty: 4749.329590
	Iteration 43Q: 3 clusters Score -1563691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1563693.625000 Penalty: 4749.329590
	Iteration 44Q: 3 clusters Score -1563694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1563696.875000 Penalty: 4749.329590
	Iteration 45Q: 3 clusters Score -1563697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1563704.500000 Penalty: 4749.329590
	Iteration 46Q: 3 clusters Score -1563704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1563703.875000 Penalty: 4749.329590
	Iteration 47Q: 3 clusters Score -1563704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1563702.250000 Penalty: 4749.329590
	Iteration 48Q: 3 clusters Score -1563702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1563707.125000 Penalty: 4749.329590
	Iteration 49Q: 3 clusters Score -1563707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1563706.625000 Penalty: 4749.329590
	Iteration 50Q: 3 clusters Score -1563707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1563710.500000 Penalty: 4749.329590
	Iteration 51Q: 3 clusters Score -1563710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1563713.500000 Penalty: 4749.329590
	Iteration 52Q: 3 clusters Score -1563714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1563721.750000 Penalty: 4749.329590
	Iteration 53Q: 3 clusters Score -1563722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1563741.875000 Penalty: 4749.329590
	Iteration 54Q: 3 clusters Score -1563742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1563774.875000 Penalty: 4749.329590
	Iteration 55Q: 3 clusters Score -1563775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1563814.000000 Penalty: 4749.329590
	Iteration 56Q: 3 clusters Score -1563814 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1563864.000000 Penalty: 4749.329590
	Iteration 57Q: 3 clusters Score -1563864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1563952.625000 Penalty: 4749.329590
	Iteration 58Q: 3 clusters Score -1563953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1564064.500000 Penalty: 4749.329590
	Iteration 59Q: 3 clusters Score -1564064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1564148.875000 Penalty: 4749.329590
	Iteration 60F: 3 clusters Score -1564149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1564189.000000 Penalty: 4749.329590
	Iteration 61Q: 3 clusters Score -1564189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1564214.500000 Penalty: 4749.329590
	Iteration 62Q: 3 clusters Score -1564214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1564226.875000 Penalty: 4749.329590
	Iteration 63Q: 3 clusters Score -1564227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1564242.875000 Penalty: 4749.329590
	Iteration 64Q: 3 clusters Score -1564243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1564247.875000 Penalty: 4749.329590
	Iteration 65Q: 3 clusters Score -1564248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1564255.375000 Penalty: 4749.329590
	Iteration 66Q: 3 clusters Score -1564255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1564267.875000 Penalty: 4749.329590
	Iteration 67Q: 3 clusters Score -1564268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1564276.375000 Penalty: 4749.329590
	Iteration 68Q: 3 clusters Score -1564276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1564286.375000 Penalty: 4749.329590
	Iteration 69Q: 3 clusters Score -1564286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1564290.125000 Penalty: 4749.329590
	Iteration 70Q: 3 clusters Score -1564290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1564299.875000 Penalty: 4749.329590
	Iteration 71Q: 3 clusters Score -1564300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1564303.250000 Penalty: 4749.329590
	Iteration 72Q: 3 clusters Score -1564303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1564311.875000 Penalty: 4749.329590
	Iteration 73Q: 3 clusters Score -1564312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1564318.875000 Penalty: 4749.329590
	Iteration 74Q: 3 clusters Score -1564319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1564328.500000 Penalty: 4749.329590
	Iteration 75Q: 3 clusters Score -1564328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1564333.000000 Penalty: 4749.329590
	Iteration 76Q: 3 clusters Score -1564333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1564340.875000 Penalty: 4749.329590
	Iteration 77Q: 3 clusters Score -1564341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1564345.375000 Penalty: 4749.329590
	Iteration 78Q: 3 clusters Score -1564345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1564345.750000 Penalty: 4749.329590
	Iteration 79Q: 3 clusters Score -1564346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1564349.625000 Penalty: 4749.329590
	Iteration 80F: 3 clusters Score -1564350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1564349.125000 Penalty: 4749.329590
	Iteration 81Q: 3 clusters Score -1564349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1564349.375000 Penalty: 4749.329590
	Iteration 82Q: 3 clusters Score -1564349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1564348.000000 Penalty: 4749.329590
	Iteration 83Q: 3 clusters Score -1564348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1564348.250000 Penalty: 4749.329590
	Iteration 84Q: 3 clusters Score -1564348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1564350.750000 Penalty: 4749.329590
	Iteration 85Q: 3 clusters Score -1564351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1564350.250000 Penalty: 4749.329590
	Iteration 86Q: 3 clusters Score -1564350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1564348.875000 Penalty: 4749.329590
	Iteration 87Q: 3 clusters Score -1564349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1564348.875000 Penalty: 4749.329590
	Iteration 88F: 3 clusters Score -1564349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Entering Unmasked Estep 
Score: -211910144.000000 Penalty: 147316.671875
Splitting cluster 7 changes total score from -211900400.000000 to -211910144.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (80811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Entering Unmasked Estep 
Score: -9219689.000000 Penalty: 2802.367432
	Iteration 0F: 2 clusters Score -9219689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -9165490.000000 Penalty: 5604.734863
	Iteration 0F: 3 clusters Score -9165490 nChanged 38100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -9188277.000000 Penalty: 5604.734863
	Iteration 1F: 3 clusters Score -9188277 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -9190196.000000 Penalty: 5604.734863
	Iteration 2F: 3 clusters Score -9190196 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9193117.000000 Penalty: 5604.734863
	Iteration 3F: 3 clusters Score -9193117 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -9197043.000000 Penalty: 5604.734863
	Iteration 4F: 3 clusters Score -9197043 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -9201377.000000 Penalty: 5604.734863
	Iteration 5F: 3 clusters Score -9201377 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -9205233.000000 Penalty: 5604.734863
	Iteration 6F: 3 clusters Score -9205233 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -9208283.000000 Penalty: 5604.734863
	Iteration 7F: 3 clusters Score -9208283 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -9210827.000000 Penalty: 5604.734863
	Iteration 8Q: 3 clusters Score -9210827 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -9212783.000000 Penalty: 5604.734863
	Iteration 9Q: 3 clusters Score -9212783 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -9214212.000000 Penalty: 5604.734863
	Iteration 10Q: 3 clusters Score -9214212 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -9215339.000000 Penalty: 5604.734863
	Iteration 11Q: 3 clusters Score -9215339 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -9216103.000000 Penalty: 5604.734863
	Iteration 12Q: 3 clusters Score -9216103 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -9216520.000000 Penalty: 5604.734863
	Iteration 13Q: 3 clusters Score -9216520 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -9216800.000000 Penalty: 5604.734863
	Iteration 14Q: 3 clusters Score -9216800 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -9216997.000000 Penalty: 5604.734863
	Iteration 15Q: 3 clusters Score -9216997 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -9217156.000000 Penalty: 5604.734863
	Iteration 16Q: 3 clusters Score -9217156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -9217237.000000 Penalty: 5604.734863
	Iteration 17Q: 3 clusters Score -9217237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -9217300.000000 Penalty: 5604.734863
	Iteration 18Q: 3 clusters Score -9217300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -9217341.000000 Penalty: 5604.734863
	Iteration 19Q: 3 clusters Score -9217341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -9217347.000000 Penalty: 5604.734863
	Iteration 20F: 3 clusters Score -9217347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -9217378.000000 Penalty: 5604.734863
	Iteration 21Q: 3 clusters Score -9217378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -9217412.000000 Penalty: 5604.734863
	Iteration 22Q: 3 clusters Score -9217412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -9217442.000000 Penalty: 5604.734863
	Iteration 23Q: 3 clusters Score -9217442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -9217456.000000 Penalty: 5604.734863
	Iteration 24Q: 3 clusters Score -9217456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -9217469.000000 Penalty: 5604.734863
	Iteration 25Q: 3 clusters Score -9217469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -9217484.000000 Penalty: 5604.734863
	Iteration 26Q: 3 clusters Score -9217484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -9217497.000000 Penalty: 5604.734863
	Iteration 27Q: 3 clusters Score -9217497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -9217505.000000 Penalty: 5604.734863
	Iteration 28Q: 3 clusters Score -9217505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -9217520.000000 Penalty: 5604.734863
	Iteration 29Q: 3 clusters Score -9217520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -9217533.000000 Penalty: 5604.734863
	Iteration 30Q: 3 clusters Score -9217533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -9217553.000000 Penalty: 5604.734863
	Iteration 31Q: 3 clusters Score -9217553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -9217566.000000 Penalty: 5604.734863
	Iteration 32Q: 3 clusters Score -9217566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -9217569.000000 Penalty: 5604.734863
	Iteration 33Q: 3 clusters Score -9217569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -9217566.000000 Penalty: 5604.734863
	Iteration 34Q: 3 clusters Score -9217566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -9217571.000000 Penalty: 5604.734863
	Iteration 35Q: 3 clusters Score -9217571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -9217583.000000 Penalty: 5604.734863
	Iteration 36Q: 3 clusters Score -9217583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -9217583.000000 Penalty: 5604.734863
	Iteration 37Q: 3 clusters Score -9217583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -9217578.000000 Penalty: 5604.734863
	Iteration 38Q: 3 clusters Score -9217578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -9217584.000000 Penalty: 5604.734863
	Iteration 39Q: 3 clusters Score -9217584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -9217590.000000 Penalty: 5604.734863
	Iteration 40F: 3 clusters Score -9217590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -9217585.000000 Penalty: 5604.734863
	Iteration 41Q: 3 clusters Score -9217585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -9217589.000000 Penalty: 5604.734863
	Iteration 42Q: 3 clusters Score -9217589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -9217588.000000 Penalty: 5604.734863
	Iteration 43Q: 3 clusters Score -9217588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -9217588.000000 Penalty: 5604.734863
	Iteration 44F: 3 clusters Score -9217588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Entering Unmasked Estep 
Score: -4788004.000000 Penalty: 2670.448486
	Iteration 0F: 2 clusters Score -4788004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4755987.500000 Penalty: 5340.896973
	Iteration 0F: 3 clusters Score -4755988 nChanged 21984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4770920.500000 Penalty: 5340.896973
	Iteration 1F: 3 clusters Score -4770920 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4774624.500000 Penalty: 5340.896973
	Iteration 2F: 3 clusters Score -4774624 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4778498.000000 Penalty: 5340.896973
	Iteration 3F: 3 clusters Score -4778498 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4781888.000000 Penalty: 5340.896973
	Iteration 4F: 3 clusters Score -4781888 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4784583.000000 Penalty: 5340.896973
	Iteration 5F: 3 clusters Score -4784583 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4786794.000000 Penalty: 5340.896973
	Iteration 6F: 3 clusters Score -4786794 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4788620.000000 Penalty: 5340.896973
	Iteration 7Q: 3 clusters Score -4788620 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4790369.000000 Penalty: 5340.896973
	Iteration 8Q: 3 clusters Score -4790369 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4791859.000000 Penalty: 5340.896973
	Iteration 9Q: 3 clusters Score -4791859 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4792875.500000 Penalty: 5340.896973
	Iteration 10Q: 3 clusters Score -4792876 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4793460.000000 Penalty: 5340.896973
	Iteration 11Q: 3 clusters Score -4793460 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4793848.000000 Penalty: 5340.896973
	Iteration 12Q: 3 clusters Score -4793848 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4794051.500000 Penalty: 5340.896973
	Iteration 13Q: 3 clusters Score -4794052 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4794252.000000 Penalty: 5340.896973
	Iteration 14Q: 3 clusters Score -4794252 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4794336.000000 Penalty: 5340.896973
	Iteration 15Q: 3 clusters Score -4794336 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4794364.500000 Penalty: 5340.896973
	Iteration 16Q: 3 clusters Score -4794364 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4794398.000000 Penalty: 5340.896973
	Iteration 17Q: 3 clusters Score -4794398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4794384.500000 Penalty: 5340.896973
	Iteration 18Q: 3 clusters Score -4794384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4794411.000000 Penalty: 5340.896973
	Iteration 19Q: 3 clusters Score -4794411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4794407.500000 Penalty: 5340.896973
	Iteration 20F: 3 clusters Score -4794408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4794412.000000 Penalty: 5340.896973
	Iteration 21Q: 3 clusters Score -4794412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4794411.500000 Penalty: 5340.896973
	Iteration 22Q: 3 clusters Score -4794412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4794413.000000 Penalty: 5340.896973
	Iteration 23Q: 3 clusters Score -4794413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4794426.000000 Penalty: 5340.896973
	Iteration 24Q: 3 clusters Score -4794426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4794431.000000 Penalty: 5340.896973
	Iteration 25Q: 3 clusters Score -4794431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4794435.500000 Penalty: 5340.896973
	Iteration 26Q: 3 clusters Score -4794436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4794440.500000 Penalty: 5340.896973
	Iteration 27Q: 3 clusters Score -4794440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -4794439.000000 Penalty: 5340.896973
	Iteration 28Q: 3 clusters Score -4794439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4794454.500000 Penalty: 5340.896973
	Iteration 29Q: 3 clusters Score -4794454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4794450.500000 Penalty: 5340.896973
	Iteration 30Q: 3 clusters Score -4794450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4794451.000000 Penalty: 5340.896973
	Iteration 31Q: 3 clusters Score -4794451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4794451.500000 Penalty: 5340.896973
	Iteration 32Q: 3 clusters Score -4794452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4794450.000000 Penalty: 5340.896973
	Iteration 33Q: 3 clusters Score -4794450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4794438.500000 Penalty: 5340.896973
	Iteration 34Q: 3 clusters Score -4794438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4794440.500000 Penalty: 5340.896973
	Iteration 35Q: 3 clusters Score -4794440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4794451.000000 Penalty: 5340.896973
	Iteration 36Q: 3 clusters Score -4794451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4794444.500000 Penalty: 5340.896973
	Iteration 37Q: 3 clusters Score -4794444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4794447.500000 Penalty: 5340.896973
	Iteration 38Q: 3 clusters Score -4794448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4794457.000000 Penalty: 5340.896973
	Iteration 39Q: 3 clusters Score -4794457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4794461.000000 Penalty: 5340.896973
	Iteration 40F: 3 clusters Score -4794461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4794469.000000 Penalty: 5340.896973
	Iteration 41Q: 3 clusters Score -4794469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4794467.500000 Penalty: 5340.896973
	Iteration 42Q: 3 clusters Score -4794468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4794454.500000 Penalty: 5340.896973
	Iteration 43Q: 3 clusters Score -4794454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4794457.500000 Penalty: 5340.896973
	Iteration 44Q: 3 clusters Score -4794458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4794453.000000 Penalty: 5340.896973
	Iteration 45Q: 3 clusters Score -4794453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4794455.500000 Penalty: 5340.896973
	Iteration 46Q: 3 clusters Score -4794456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4794449.000000 Penalty: 5340.896973
	Iteration 47Q: 3 clusters Score -4794449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4794460.000000 Penalty: 5340.896973
	Iteration 48Q: 3 clusters Score -4794460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4794470.500000 Penalty: 5340.896973
	Iteration 49Q: 3 clusters Score -4794470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4794471.000000 Penalty: 5340.896973
	Iteration 50Q: 3 clusters Score -4794471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4794474.000000 Penalty: 5340.896973
	Iteration 51Q: 3 clusters Score -4794474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -4794473.000000 Penalty: 5340.896973
	Iteration 52Q: 3 clusters Score -4794473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4794465.000000 Penalty: 5340.896973
	Iteration 53Q: 3 clusters Score -4794465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4794462.000000 Penalty: 5340.896973
	Iteration 54Q: 3 clusters Score -4794462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4794471.500000 Penalty: 5340.896973
	Iteration 55Q: 3 clusters Score -4794472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4794473.000000 Penalty: 5340.896973
	Iteration 56Q: 3 clusters Score -4794473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4794476.500000 Penalty: 5340.896973
	Iteration 57Q: 3 clusters Score -4794476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4794485.000000 Penalty: 5340.896973
	Iteration 58Q: 3 clusters Score -4794485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4794488.500000 Penalty: 5340.896973
	Iteration 59Q: 3 clusters Score -4794488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -4794498.000000 Penalty: 5340.896973
	Iteration 60F: 3 clusters Score -4794498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4794502.500000 Penalty: 5340.896973
	Iteration 61Q: 3 clusters Score -4794502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4794511.500000 Penalty: 5340.896973
	Iteration 62Q: 3 clusters Score -4794512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4794530.000000 Penalty: 5340.896973
	Iteration 63Q: 3 clusters Score -4794530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4794534.000000 Penalty: 5340.896973
	Iteration 64Q: 3 clusters Score -4794534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4794528.500000 Penalty: 5340.896973
	Iteration 65Q: 3 clusters Score -4794528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4794530.500000 Penalty: 5340.896973
	Iteration 66Q: 3 clusters Score -4794530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4794546.500000 Penalty: 5340.896973
	Iteration 67Q: 3 clusters Score -4794546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4794562.000000 Penalty: 5340.896973
	Iteration 68Q: 3 clusters Score -4794562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4794570.000000 Penalty: 5340.896973
	Iteration 69Q: 3 clusters Score -4794570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4794582.000000 Penalty: 5340.896973
	Iteration 70Q: 3 clusters Score -4794582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4794584.000000 Penalty: 5340.896973
	Iteration 71Q: 3 clusters Score -4794584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4794604.000000 Penalty: 5340.896973
	Iteration 72Q: 3 clusters Score -4794604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4794628.500000 Penalty: 5340.896973
	Iteration 73Q: 3 clusters Score -4794628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4794614.000000 Penalty: 5340.896973
	Iteration 74Q: 3 clusters Score -4794614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4794650.000000 Penalty: 5340.896973
	Iteration 75Q: 3 clusters Score -4794650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4794664.000000 Penalty: 5340.896973
	Iteration 76Q: 3 clusters Score -4794664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4794680.500000 Penalty: 5340.896973
	Iteration 77Q: 3 clusters Score -4794680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4794684.500000 Penalty: 5340.896973
	Iteration 78Q: 3 clusters Score -4794684 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4794709.000000 Penalty: 5340.896973
	Iteration 79Q: 3 clusters Score -4794709 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4794708.500000 Penalty: 5340.896973
	Iteration 80F: 3 clusters Score -4794708 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4794739.500000 Penalty: 5340.896973
	Iteration 81Q: 3 clusters Score -4794740 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -4794793.500000 Penalty: 5340.896973
	Iteration 82Q: 3 clusters Score -4794794 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4794848.000000 Penalty: 5340.896973
	Iteration 83Q: 3 clusters Score -4794848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -4794929.500000 Penalty: 5340.896973
	Iteration 84Q: 3 clusters Score -4794930 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4795007.000000 Penalty: 5340.896973
	Iteration 85Q: 3 clusters Score -4795007 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4795105.500000 Penalty: 5340.896973
	Iteration 86Q: 3 clusters Score -4795106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4795190.000000 Penalty: 5340.896973
	Iteration 87Q: 3 clusters Score -4795190 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4795301.500000 Penalty: 5340.896973
	Iteration 88Q: 3 clusters Score -4795302 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4795423.000000 Penalty: 5340.896973
	Iteration 89Q: 3 clusters Score -4795423 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4795538.000000 Penalty: 5340.896973
	Iteration 90Q: 3 clusters Score -4795538 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4795644.500000 Penalty: 5340.896973
	Iteration 91Q: 3 clusters Score -4795644 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -4795733.000000 Penalty: 5340.896973
	Iteration 92Q: 3 clusters Score -4795733 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4795811.500000 Penalty: 5340.896973
	Iteration 93Q: 3 clusters Score -4795812 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4795874.500000 Penalty: 5340.896973
	Iteration 94Q: 3 clusters Score -4795874 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -4795931.000000 Penalty: 5340.896973
	Iteration 95Q: 3 clusters Score -4795931 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4795988.000000 Penalty: 5340.896973
	Iteration 96Q: 3 clusters Score -4795988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4796048.000000 Penalty: 5340.896973
	Iteration 97Q: 3 clusters Score -4796048 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4796074.500000 Penalty: 5340.896973
	Iteration 98Q: 3 clusters Score -4796074 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4796108.000000 Penalty: 5340.896973
	Iteration 99Q: 3 clusters Score -4796108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4796117.500000 Penalty: 5340.896973
	Iteration 100F: 3 clusters Score -4796118 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4796129.000000 Penalty: 5340.896973
	Iteration 101Q: 3 clusters Score -4796129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4796145.000000 Penalty: 5340.896973
	Iteration 102Q: 3 clusters Score -4796145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4796152.500000 Penalty: 5340.896973
	Iteration 103Q: 3 clusters Score -4796152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4796153.500000 Penalty: 5340.896973
	Iteration 104Q: 3 clusters Score -4796154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -4796167.500000 Penalty: 5340.896973
	Iteration 105Q: 3 clusters Score -4796168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -4796170.500000 Penalty: 5340.896973
	Iteration 106Q: 3 clusters Score -4796170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4796176.000000 Penalty: 5340.896973
	Iteration 107Q: 3 clusters Score -4796176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4796182.000000 Penalty: 5340.896973
	Iteration 108Q: 3 clusters Score -4796182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4796178.500000 Penalty: 5340.896973
	Iteration 109Q: 3 clusters Score -4796178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4796180.000000 Penalty: 5340.896973
	Iteration 110Q: 3 clusters Score -4796180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4796192.500000 Penalty: 5340.896973
	Iteration 111Q: 3 clusters Score -4796192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4796197.000000 Penalty: 5340.896973
	Iteration 112Q: 3 clusters Score -4796197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4796205.000000 Penalty: 5340.896973
	Iteration 113Q: 3 clusters Score -4796205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4796209.500000 Penalty: 5340.896973
	Iteration 114Q: 3 clusters Score -4796210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4796205.500000 Penalty: 5340.896973
	Iteration 115Q: 3 clusters Score -4796206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4796218.000000 Penalty: 5340.896973
	Iteration 116Q: 3 clusters Score -4796218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4796215.500000 Penalty: 5340.896973
	Iteration 117Q: 3 clusters Score -4796216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -4796217.500000 Penalty: 5340.896973
	Iteration 118Q: 3 clusters Score -4796218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4796211.500000 Penalty: 5340.896973
	Iteration 119Q: 3 clusters Score -4796212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4796216.500000 Penalty: 5340.896973
	Iteration 120F: 3 clusters Score -4796216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4796212.000000 Penalty: 5340.896973
	Iteration 121Q: 3 clusters Score -4796212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4796210.500000 Penalty: 5340.896973
	Iteration 122Q: 3 clusters Score -4796210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4796204.500000 Penalty: 5340.896973
	Iteration 123Q: 3 clusters Score -4796204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4796206.500000 Penalty: 5340.896973
	Iteration 124Q: 3 clusters Score -4796206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4796202.000000 Penalty: 5340.896973
	Iteration 125Q: 3 clusters Score -4796202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4796205.000000 Penalty: 5340.896973
	Iteration 126Q: 3 clusters Score -4796205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4796209.000000 Penalty: 5340.896973
	Iteration 127Q: 3 clusters Score -4796209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4796197.000000 Penalty: 5340.896973
	Iteration 128Q: 3 clusters Score -4796197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4796205.000000 Penalty: 5340.896973
	Iteration 129Q: 3 clusters Score -4796205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4796209.500000 Penalty: 5340.896973
	Iteration 130Q: 3 clusters Score -4796210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4796214.500000 Penalty: 5340.896973
	Iteration 131Q: 3 clusters Score -4796214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4796209.500000 Penalty: 5340.896973
	Iteration 132Q: 3 clusters Score -4796210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4796209.500000 Penalty: 5340.896973
	Iteration 133F: 3 clusters Score -4796210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 15709 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Entering Unmasked Estep 
Score: -211915392.000000 Penalty: 150909.765625
Splitting cluster 9 changes total score from -211900400.000000 to -211915392.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (15709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Entering Unmasked Estep 
Score: -1694010.125000 Penalty: 2396.173340
	Iteration 0F: 2 clusters Score -1694010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1682737.250000 Penalty: 4792.346680
	Iteration 0F: 3 clusters Score -1682737 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1686436.000000 Penalty: 4792.346680
	Iteration 1F: 3 clusters Score -1686436 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1686946.500000 Penalty: 4792.346680
	Iteration 2F: 3 clusters Score -1686946 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1687439.375000 Penalty: 4792.346680
	Iteration 3F: 3 clusters Score -1687439 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1688027.125000 Penalty: 4792.346680
	Iteration 4F: 3 clusters Score -1688027 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1688821.750000 Penalty: 4792.346680
	Iteration 5F: 3 clusters Score -1688822 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1690142.750000 Penalty: 4792.346680
	Iteration 6F: 3 clusters Score -1690143 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1692409.875000 Penalty: 4792.346680
	Iteration 7F: 3 clusters Score -1692410 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1694929.250000 Penalty: 4792.346680
	Iteration 8F: 3 clusters Score -1694929 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1696564.500000 Penalty: 4792.346680
	Iteration 9F: 3 clusters Score -1696564 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1697580.375000 Penalty: 4792.346680
	Iteration 10F: 3 clusters Score -1697580 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1698407.250000 Penalty: 4792.346680
	Iteration 11Q: 3 clusters Score -1698407 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1698997.125000 Penalty: 4792.346680
	Iteration 12Q: 3 clusters Score -1698997 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1699411.500000 Penalty: 4792.346680
	Iteration 13Q: 3 clusters Score -1699412 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1699742.875000 Penalty: 4792.346680
	Iteration 14Q: 3 clusters Score -1699743 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1700019.625000 Penalty: 4792.346680
	Iteration 15Q: 3 clusters Score -1700020 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1700343.000000 Penalty: 4792.346680
	Iteration 16Q: 3 clusters Score -1700343 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1700697.750000 Penalty: 4792.346680
	Iteration 17Q: 3 clusters Score -1700698 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1701017.500000 Penalty: 4792.346680
	Iteration 18Q: 3 clusters Score -1701018 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1701233.375000 Penalty: 4792.346680
	Iteration 19Q: 3 clusters Score -1701233 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1701366.750000 Penalty: 4792.346680
	Iteration 20F: 3 clusters Score -1701367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1701427.375000 Penalty: 4792.346680
	Iteration 21Q: 3 clusters Score -1701427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1701491.750000 Penalty: 4792.346680
	Iteration 22Q: 3 clusters Score -1701492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1701528.625000 Penalty: 4792.346680
	Iteration 23Q: 3 clusters Score -1701529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1701554.125000 Penalty: 4792.346680
	Iteration 24Q: 3 clusters Score -1701554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1701569.125000 Penalty: 4792.346680
	Iteration 25Q: 3 clusters Score -1701569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1701580.000000 Penalty: 4792.346680
	Iteration 26Q: 3 clusters Score -1701580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1701587.875000 Penalty: 4792.346680
	Iteration 27Q: 3 clusters Score -1701588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1701595.625000 Penalty: 4792.346680
	Iteration 28Q: 3 clusters Score -1701596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1701598.750000 Penalty: 4792.346680
	Iteration 29Q: 3 clusters Score -1701599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1701598.375000 Penalty: 4792.346680
	Iteration 30Q: 3 clusters Score -1701598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1701601.750000 Penalty: 4792.346680
	Iteration 31Q: 3 clusters Score -1701602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1701601.750000 Penalty: 4792.346680
	Iteration 32Q: 3 clusters Score -1701602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1701607.250000 Penalty: 4792.346680
	Iteration 33Q: 3 clusters Score -1701607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1701611.250000 Penalty: 4792.346680
	Iteration 34Q: 3 clusters Score -1701611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1701606.750000 Penalty: 4792.346680
	Iteration 35Q: 3 clusters Score -1701607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1701613.000000 Penalty: 4792.346680
	Iteration 36Q: 3 clusters Score -1701613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1701611.125000 Penalty: 4792.346680
	Iteration 37Q: 3 clusters Score -1701611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1701615.000000 Penalty: 4792.346680
	Iteration 38Q: 3 clusters Score -1701615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1701612.375000 Penalty: 4792.346680
	Iteration 39Q: 3 clusters Score -1701612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1701617.625000 Penalty: 4792.346680
	Iteration 40F: 3 clusters Score -1701618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1701615.625000 Penalty: 4792.346680
	Iteration 41Q: 3 clusters Score -1701616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1701615.625000 Penalty: 4792.346680
	Iteration 42F: 3 clusters Score -1701616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 85869 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Entering Unmasked Estep 
Score: -211922224.000000 Penalty: 154502.843750
Splitting cluster 10 changes total score from -211900400.000000 to -211922224.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (85869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Entering Unmasked Estep 
Score: -9693768.000000 Penalty: 2817.423584
	Iteration 0F: 2 clusters Score -9693768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -9636427.000000 Penalty: 5634.847168
	Iteration 0F: 3 clusters Score -9636427 nChanged 40421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -9660488.000000 Penalty: 5634.847168
	Iteration 1F: 3 clusters Score -9660488 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -9662354.000000 Penalty: 5634.847168
	Iteration 2F: 3 clusters Score -9662354 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -9665168.000000 Penalty: 5634.847168
	Iteration 3F: 3 clusters Score -9665168 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -9669046.000000 Penalty: 5634.847168
	Iteration 4F: 3 clusters Score -9669046 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -9674123.000000 Penalty: 5634.847168
	Iteration 5F: 3 clusters Score -9674123 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -9679393.000000 Penalty: 5634.847168
	Iteration 6F: 3 clusters Score -9679393 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -9683445.000000 Penalty: 5634.847168
	Iteration 7F: 3 clusters Score -9683445 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -9686903.000000 Penalty: 5634.847168
	Iteration 8F: 3 clusters Score -9686903 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -9689982.000000 Penalty: 5634.847168
	Iteration 9Q: 3 clusters Score -9689982 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -9692704.000000 Penalty: 5634.847168
	Iteration 10Q: 3 clusters Score -9692704 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -9694542.000000 Penalty: 5634.847168
	Iteration 11Q: 3 clusters Score -9694542 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -9695655.000000 Penalty: 5634.847168
	Iteration 12Q: 3 clusters Score -9695655 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -9696292.000000 Penalty: 5634.847168
	Iteration 13Q: 3 clusters Score -9696292 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -9696677.000000 Penalty: 5634.847168
	Iteration 14Q: 3 clusters Score -9696677 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -9696892.000000 Penalty: 5634.847168
	Iteration 15Q: 3 clusters Score -9696892 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -9697014.000000 Penalty: 5634.847168
	Iteration 16Q: 3 clusters Score -9697014 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -9697108.000000 Penalty: 5634.847168
	Iteration 17Q: 3 clusters Score -9697108 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -9697154.000000 Penalty: 5634.847168
	Iteration 18Q: 3 clusters Score -9697154 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -9697171.000000 Penalty: 5634.847168
	Iteration 19Q: 3 clusters Score -9697171 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -9697231.000000 Penalty: 5634.847168
	Iteration 20F: 3 clusters Score -9697231 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -9697219.000000 Penalty: 5634.847168
	Iteration 21Q: 3 clusters Score -9697219 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -9697215.000000 Penalty: 5634.847168
	Iteration 22Q: 3 clusters Score -9697215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -9697219.000000 Penalty: 5634.847168
	Iteration 23Q: 3 clusters Score -9697219 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9697236.000000 Penalty: 5634.847168
	Iteration 24Q: 3 clusters Score -9697236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -9697265.000000 Penalty: 5634.847168
	Iteration 25Q: 3 clusters Score -9697265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -9697279.000000 Penalty: 5634.847168
	Iteration 26Q: 3 clusters Score -9697279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -9697284.000000 Penalty: 5634.847168
	Iteration 27Q: 3 clusters Score -9697284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -9697276.000000 Penalty: 5634.847168
	Iteration 28Q: 3 clusters Score -9697276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9697276.000000 Penalty: 5634.847168
	Iteration 29Q: 3 clusters Score -9697276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -9697269.000000 Penalty: 5634.847168
	Iteration 30Q: 3 clusters Score -9697269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -9697277.000000 Penalty: 5634.847168
	Iteration 31Q: 3 clusters Score -9697277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -9697282.000000 Penalty: 5634.847168
	Iteration 32Q: 3 clusters Score -9697282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -9697291.000000 Penalty: 5634.847168
	Iteration 33Q: 3 clusters Score -9697291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -9697298.000000 Penalty: 5634.847168
	Iteration 34Q: 3 clusters Score -9697298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -9697294.000000 Penalty: 5634.847168
	Iteration 35Q: 3 clusters Score -9697294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -9697291.000000 Penalty: 5634.847168
	Iteration 36Q: 3 clusters Score -9697291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -9697309.000000 Penalty: 5634.847168
	Iteration 37Q: 3 clusters Score -9697309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -9697313.000000 Penalty: 5634.847168
	Iteration 38Q: 3 clusters Score -9697313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -9697323.000000 Penalty: 5634.847168
	Iteration 39Q: 3 clusters Score -9697323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -9697316.000000 Penalty: 5634.847168
	Iteration 40F: 3 clusters Score -9697316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9697328.000000 Penalty: 5634.847168
	Iteration 41Q: 3 clusters Score -9697328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -9697323.000000 Penalty: 5634.847168
	Iteration 42Q: 3 clusters Score -9697323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -9697327.000000 Penalty: 5634.847168
	Iteration 43Q: 3 clusters Score -9697327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -9697319.000000 Penalty: 5634.847168
	Iteration 44Q: 3 clusters Score -9697319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -9697318.000000 Penalty: 5634.847168
	Iteration 45Q: 3 clusters Score -9697318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9697324.000000 Penalty: 5634.847168
	Iteration 46Q: 3 clusters Score -9697324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -9697329.000000 Penalty: 5634.847168
	Iteration 47Q: 3 clusters Score -9697329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -9697330.000000 Penalty: 5634.847168
	Iteration 48Q: 3 clusters Score -9697330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -9697329.000000 Penalty: 5634.847168
	Iteration 49Q: 3 clusters Score -9697329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -9697329.000000 Penalty: 5634.847168
	Iteration 50Q: 3 clusters Score -9697329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -9697327.000000 Penalty: 5634.847168
	Iteration 51Q: 3 clusters Score -9697327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -9697332.000000 Penalty: 5634.847168
	Iteration 52Q: 3 clusters Score -9697332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -9697337.000000 Penalty: 5634.847168
	Iteration 53Q: 3 clusters Score -9697337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -9697344.000000 Penalty: 5634.847168
	Iteration 54Q: 3 clusters Score -9697344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -9697345.000000 Penalty: 5634.847168
	Iteration 55Q: 3 clusters Score -9697345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -9697336.000000 Penalty: 5634.847168
	Iteration 56Q: 3 clusters Score -9697336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -9697336.000000 Penalty: 5634.847168
	Iteration 57F: 3 clusters Score -9697336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Entering Unmasked Estep 
Score: -211921968.000000 Penalty: 158095.937500
Splitting cluster 11 changes total score from -211900400.000000 to -211921968.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -1127690.625000 Penalty: 2300.688721
	Iteration 0F: 2 clusters Score -1127691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1119529.000000 Penalty: 4601.377441
	Iteration 0F: 3 clusters Score -1119529 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1122285.250000 Penalty: 4601.377441
	Iteration 1F: 3 clusters Score -1122285 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1123665.750000 Penalty: 4601.377441
	Iteration 2F: 3 clusters Score -1123666 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1125827.375000 Penalty: 4601.377441
	Iteration 3F: 3 clusters Score -1125827 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1127621.750000 Penalty: 4601.377441
	Iteration 4F: 3 clusters Score -1127622 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1128556.375000 Penalty: 4601.377441
	Iteration 5F: 3 clusters Score -1128556 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1129177.750000 Penalty: 4601.377441
	Iteration 6F: 3 clusters Score -1129178 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1129732.125000 Penalty: 4601.377441
	Iteration 7Q: 3 clusters Score -1129732 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1130210.125000 Penalty: 4601.377441
	Iteration 8Q: 3 clusters Score -1130210 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1130586.125000 Penalty: 4601.377441
	Iteration 9Q: 3 clusters Score -1130586 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1130894.875000 Penalty: 4601.377441
	Iteration 10Q: 3 clusters Score -1130895 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1131109.500000 Penalty: 4601.377441
	Iteration 11Q: 3 clusters Score -1131110 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1131254.625000 Penalty: 4601.377441
	Iteration 12Q: 3 clusters Score -1131255 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1131375.375000 Penalty: 4601.377441
	Iteration 13Q: 3 clusters Score -1131375 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1131479.875000 Penalty: 4601.377441
	Iteration 14Q: 3 clusters Score -1131480 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1131563.500000 Penalty: 4601.377441
	Iteration 15Q: 3 clusters Score -1131564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1131621.625000 Penalty: 4601.377441
	Iteration 16Q: 3 clusters Score -1131622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1131667.750000 Penalty: 4601.377441
	Iteration 17Q: 3 clusters Score -1131668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1131693.625000 Penalty: 4601.377441
	Iteration 18Q: 3 clusters Score -1131694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1131713.125000 Penalty: 4601.377441
	Iteration 19Q: 3 clusters Score -1131713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1131723.125000 Penalty: 4601.377441
	Iteration 20F: 3 clusters Score -1131723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1131731.500000 Penalty: 4601.377441
	Iteration 21Q: 3 clusters Score -1131732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1131730.250000 Penalty: 4601.377441
	Iteration 22Q: 3 clusters Score -1131730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1131732.375000 Penalty: 4601.377441
	Iteration 23Q: 3 clusters Score -1131732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1131732.500000 Penalty: 4601.377441
	Iteration 24Q: 3 clusters Score -1131732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1131732.125000 Penalty: 4601.377441
	Iteration 25Q: 3 clusters Score -1131732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1131732.875000 Penalty: 4601.377441
	Iteration 26Q: 3 clusters Score -1131733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1131731.750000 Penalty: 4601.377441
	Iteration 27Q: 3 clusters Score -1131732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1131735.750000 Penalty: 4601.377441
	Iteration 28Q: 3 clusters Score -1131736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1131735.875000 Penalty: 4601.377441
	Iteration 29Q: 3 clusters Score -1131736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1131738.875000 Penalty: 4601.377441
	Iteration 30Q: 3 clusters Score -1131739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1131738.625000 Penalty: 4601.377441
	Iteration 31Q: 3 clusters Score -1131739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1131737.375000 Penalty: 4601.377441
	Iteration 32Q: 3 clusters Score -1131737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1131738.375000 Penalty: 4601.377441
	Iteration 33Q: 3 clusters Score -1131738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1131739.875000 Penalty: 4601.377441
	Iteration 34Q: 3 clusters Score -1131740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1131739.875000 Penalty: 4601.377441
	Iteration 35F: 3 clusters Score -1131740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Entering Unmasked Estep 
Score: -211926272.000000 Penalty: 161689.031250
Splitting cluster 12 changes total score from -211900400.000000 to -211926272.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -576340.375000 Penalty: 2206.998047
	Iteration 0F: 2 clusters Score -576340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -570589.812500 Penalty: 4413.996094
	Iteration 0F: 3 clusters Score -570589.8 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -574300.812500 Penalty: 4413.996094
	Iteration 1F: 3 clusters Score -574300.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -576169.250000 Penalty: 4413.996094
	Iteration 2F: 3 clusters Score -576169.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -577088.187500 Penalty: 4413.996094
	Iteration 3F: 3 clusters Score -577088.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -577457.875000 Penalty: 4413.996094
	Iteration 4F: 3 clusters Score -577457.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -577689.125000 Penalty: 4413.996094
	Iteration 5Q: 3 clusters Score -577689.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -577948.375000 Penalty: 4413.996094
	Iteration 6Q: 3 clusters Score -577948.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -578221.250000 Penalty: 4413.996094
	Iteration 7Q: 3 clusters Score -578221.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -578582.875000 Penalty: 4413.996094
	Iteration 8Q: 3 clusters Score -578582.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -579102.187500 Penalty: 4413.996094
	Iteration 9Q: 3 clusters Score -579102.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -579371.750000 Penalty: 4413.996094
	Iteration 10Q: 3 clusters Score -579371.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -579579.875000 Penalty: 4413.996094
	Iteration 11Q: 3 clusters Score -579579.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -579724.625000 Penalty: 4413.996094
	Iteration 12Q: 3 clusters Score -579724.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -579828.625000 Penalty: 4413.996094
	Iteration 13Q: 3 clusters Score -579828.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -579922.937500 Penalty: 4413.996094
	Iteration 14Q: 3 clusters Score -579922.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -580026.375000 Penalty: 4413.996094
	Iteration 15Q: 3 clusters Score -580026.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -580129.062500 Penalty: 4413.996094
	Iteration 16Q: 3 clusters Score -580129.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -580235.562500 Penalty: 4413.996094
	Iteration 17Q: 3 clusters Score -580235.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -580334.875000 Penalty: 4413.996094
	Iteration 18Q: 3 clusters Score -580334.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -580434.125000 Penalty: 4413.996094
	Iteration 19Q: 3 clusters Score -580434.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -580523.250000 Penalty: 4413.996094
	Iteration 20F: 3 clusters Score -580523.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -580581.187500 Penalty: 4413.996094
	Iteration 21Q: 3 clusters Score -580581.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -580630.625000 Penalty: 4413.996094
	Iteration 22Q: 3 clusters Score -580630.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -580670.000000 Penalty: 4413.996094
	Iteration 23Q: 3 clusters Score -580670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -580696.562500 Penalty: 4413.996094
	Iteration 24Q: 3 clusters Score -580696.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -580718.812500 Penalty: 4413.996094
	Iteration 25Q: 3 clusters Score -580718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -580731.625000 Penalty: 4413.996094
	Iteration 26Q: 3 clusters Score -580731.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -580749.937500 Penalty: 4413.996094
	Iteration 27Q: 3 clusters Score -580749.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -580763.062500 Penalty: 4413.996094
	Iteration 28Q: 3 clusters Score -580763.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580773.750000 Penalty: 4413.996094
	Iteration 29Q: 3 clusters Score -580773.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -580788.187500 Penalty: 4413.996094
	Iteration 30Q: 3 clusters Score -580788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -580803.250000 Penalty: 4413.996094
	Iteration 31Q: 3 clusters Score -580803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -580818.812500 Penalty: 4413.996094
	Iteration 32Q: 3 clusters Score -580818.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -580828.750000 Penalty: 4413.996094
	Iteration 33Q: 3 clusters Score -580828.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -580832.062500 Penalty: 4413.996094
	Iteration 34Q: 3 clusters Score -580832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -580834.937500 Penalty: 4413.996094
	Iteration 35Q: 3 clusters Score -580834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -580838.812500 Penalty: 4413.996094
	Iteration 36Q: 3 clusters Score -580838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -580845.000000 Penalty: 4413.996094
	Iteration 37Q: 3 clusters Score -580845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -580852.875000 Penalty: 4413.996094
	Iteration 38Q: 3 clusters Score -580852.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -580868.687500 Penalty: 4413.996094
	Iteration 39Q: 3 clusters Score -580868.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -580880.875000 Penalty: 4413.996094
	Iteration 40F: 3 clusters Score -580880.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -580888.500000 Penalty: 4413.996094
	Iteration 41Q: 3 clusters Score -580888.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -580895.625000 Penalty: 4413.996094
	Iteration 42Q: 3 clusters Score -580895.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -580912.062500 Penalty: 4413.996094
	Iteration 43Q: 3 clusters Score -580912.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -580927.375000 Penalty: 4413.996094
	Iteration 44Q: 3 clusters Score -580927.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -580951.937500 Penalty: 4413.996094
	Iteration 45Q: 3 clusters Score -580951.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -580972.312500 Penalty: 4413.996094
	Iteration 46Q: 3 clusters Score -580972.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -580992.062500 Penalty: 4413.996094
	Iteration 47Q: 3 clusters Score -580992.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -581012.687500 Penalty: 4413.996094
	Iteration 48Q: 3 clusters Score -581012.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -581031.000000 Penalty: 4413.996094
	Iteration 49Q: 3 clusters Score -581031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -581036.250000 Penalty: 4413.996094
	Iteration 50Q: 3 clusters Score -581036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -581040.250000 Penalty: 4413.996094
	Iteration 51Q: 3 clusters Score -581040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -581042.125000 Penalty: 4413.996094
	Iteration 52Q: 3 clusters Score -581042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -581042.125000 Penalty: 4413.996094
	Iteration 53F: 3 clusters Score -581042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 17537 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Entering Unmasked Estep 
Score: -211928880.000000 Penalty: 165282.109375
Splitting cluster 13 changes total score from -211900400.000000 to -211928880.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (17537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Entering Unmasked Estep 
Score: -1678837.625000 Penalty: 2423.472900
	Iteration 0F: 2 clusters Score -1678838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1666724.875000 Penalty: 4846.945801
	Iteration 0F: 3 clusters Score -1666725 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1674457.125000 Penalty: 4846.945801
	Iteration 1F: 3 clusters Score -1674457 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1677521.750000 Penalty: 4846.945801
	Iteration 2F: 3 clusters Score -1677522 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1678988.125000 Penalty: 4846.945801
	Iteration 3F: 3 clusters Score -1678988 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1679750.125000 Penalty: 4846.945801
	Iteration 4F: 3 clusters Score -1679750 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1680322.625000 Penalty: 4846.945801
	Iteration 5Q: 3 clusters Score -1680323 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1680947.250000 Penalty: 4846.945801
	Iteration 6Q: 3 clusters Score -1680947 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1681384.500000 Penalty: 4846.945801
	Iteration 7Q: 3 clusters Score -1681384 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1681661.500000 Penalty: 4846.945801
	Iteration 8Q: 3 clusters Score -1681662 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1681882.375000 Penalty: 4846.945801
	Iteration 9Q: 3 clusters Score -1681882 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1682094.125000 Penalty: 4846.945801
	Iteration 10Q: 3 clusters Score -1682094 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1682326.750000 Penalty: 4846.945801
	Iteration 11Q: 3 clusters Score -1682327 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1682539.875000 Penalty: 4846.945801
	Iteration 12Q: 3 clusters Score -1682540 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1682727.250000 Penalty: 4846.945801
	Iteration 13Q: 3 clusters Score -1682727 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1682944.625000 Penalty: 4846.945801
	Iteration 14Q: 3 clusters Score -1682945 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1683146.375000 Penalty: 4846.945801
	Iteration 15Q: 3 clusters Score -1683146 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1683388.625000 Penalty: 4846.945801
	Iteration 16Q: 3 clusters Score -1683389 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1683643.750000 Penalty: 4846.945801
	Iteration 17Q: 3 clusters Score -1683644 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1683933.750000 Penalty: 4846.945801
	Iteration 18Q: 3 clusters Score -1683934 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1684208.875000 Penalty: 4846.945801
	Iteration 19Q: 3 clusters Score -1684209 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1684427.375000 Penalty: 4846.945801
	Iteration 20F: 3 clusters Score -1684427 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1684621.875000 Penalty: 4846.945801
	Iteration 21Q: 3 clusters Score -1684622 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1684825.750000 Penalty: 4846.945801
	Iteration 22Q: 3 clusters Score -1684826 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1684945.875000 Penalty: 4846.945801
	Iteration 23Q: 3 clusters Score -1684946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1684999.250000 Penalty: 4846.945801
	Iteration 24Q: 3 clusters Score -1684999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1685056.875000 Penalty: 4846.945801
	Iteration 25Q: 3 clusters Score -1685057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1685095.125000 Penalty: 4846.945801
	Iteration 26Q: 3 clusters Score -1685095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1685129.125000 Penalty: 4846.945801
	Iteration 27Q: 3 clusters Score -1685129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1685158.750000 Penalty: 4846.945801
	Iteration 28Q: 3 clusters Score -1685159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1685179.750000 Penalty: 4846.945801
	Iteration 29Q: 3 clusters Score -1685180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1685195.500000 Penalty: 4846.945801
	Iteration 30Q: 3 clusters Score -1685196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1685210.500000 Penalty: 4846.945801
	Iteration 31Q: 3 clusters Score -1685210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1685215.875000 Penalty: 4846.945801
	Iteration 32Q: 3 clusters Score -1685216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1685228.250000 Penalty: 4846.945801
	Iteration 33Q: 3 clusters Score -1685228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1685239.875000 Penalty: 4846.945801
	Iteration 34Q: 3 clusters Score -1685240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1685243.750000 Penalty: 4846.945801
	Iteration 35Q: 3 clusters Score -1685244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1685253.250000 Penalty: 4846.945801
	Iteration 36Q: 3 clusters Score -1685253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1685257.875000 Penalty: 4846.945801
	Iteration 37Q: 3 clusters Score -1685258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1685263.250000 Penalty: 4846.945801
	Iteration 38Q: 3 clusters Score -1685263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1685269.500000 Penalty: 4846.945801
	Iteration 39Q: 3 clusters Score -1685270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1685277.250000 Penalty: 4846.945801
	Iteration 40F: 3 clusters Score -1685277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1685279.625000 Penalty: 4846.945801
	Iteration 41Q: 3 clusters Score -1685280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1685288.000000 Penalty: 4846.945801
	Iteration 42Q: 3 clusters Score -1685288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1685290.625000 Penalty: 4846.945801
	Iteration 43Q: 3 clusters Score -1685291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1685296.625000 Penalty: 4846.945801
	Iteration 44Q: 3 clusters Score -1685297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1685304.250000 Penalty: 4846.945801
	Iteration 45Q: 3 clusters Score -1685304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1685312.250000 Penalty: 4846.945801
	Iteration 46Q: 3 clusters Score -1685312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1685315.250000 Penalty: 4846.945801
	Iteration 47Q: 3 clusters Score -1685315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1685314.875000 Penalty: 4846.945801
	Iteration 48Q: 3 clusters Score -1685315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1685320.375000 Penalty: 4846.945801
	Iteration 49Q: 3 clusters Score -1685320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1685320.500000 Penalty: 4846.945801
	Iteration 50Q: 3 clusters Score -1685320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1685321.375000 Penalty: 4846.945801
	Iteration 51Q: 3 clusters Score -1685321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1685321.375000 Penalty: 4846.945801
	Iteration 52F: 3 clusters Score -1685321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 78653 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Entering Unmasked Estep 
Score: -211934912.000000 Penalty: 168875.203125
Splitting cluster 14 changes total score from -211900400.000000 to -211934912.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (78653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Entering Unmasked Estep 
Score: -9036469.000000 Penalty: 2795.654785
	Iteration 0F: 2 clusters Score -9036469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -8983865.000000 Penalty: 5591.309570
	Iteration 0F: 3 clusters Score -8983865 nChanged 36805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -9005142.000000 Penalty: 5591.309570
	Iteration 1F: 3 clusters Score -9005142 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -9006836.000000 Penalty: 5591.309570
	Iteration 2Q: 3 clusters Score -9006836 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -9009853.000000 Penalty: 5591.309570
	Iteration 3F: 3 clusters Score -9009853 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -9013838.000000 Penalty: 5591.309570
	Iteration 4F: 3 clusters Score -9013838 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -9017766.000000 Penalty: 5591.309570
	Iteration 5F: 3 clusters Score -9017766 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -9021490.000000 Penalty: 5591.309570
	Iteration 6F: 3 clusters Score -9021490 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -9024544.000000 Penalty: 5591.309570
	Iteration 7F: 3 clusters Score -9024544 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -9027446.000000 Penalty: 5591.309570
	Iteration 8F: 3 clusters Score -9027446 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -9030113.000000 Penalty: 5591.309570
	Iteration 9Q: 3 clusters Score -9030113 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -9032294.000000 Penalty: 5591.309570
	Iteration 10Q: 3 clusters Score -9032294 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -9034166.000000 Penalty: 5591.309570
	Iteration 11Q: 3 clusters Score -9034166 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9035878.000000 Penalty: 5591.309570
	Iteration 12Q: 3 clusters Score -9035878 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -9037293.000000 Penalty: 5591.309570
	Iteration 13Q: 3 clusters Score -9037293 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -9038336.000000 Penalty: 5591.309570
	Iteration 14Q: 3 clusters Score -9038336 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -9039065.000000 Penalty: 5591.309570
	Iteration 15Q: 3 clusters Score -9039065 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -9039632.000000 Penalty: 5591.309570
	Iteration 16Q: 3 clusters Score -9039632 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -9039975.000000 Penalty: 5591.309570
	Iteration 17Q: 3 clusters Score -9039975 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -9040166.000000 Penalty: 5591.309570
	Iteration 18Q: 3 clusters Score -9040166 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -9040244.000000 Penalty: 5591.309570
	Iteration 19Q: 3 clusters Score -9040244 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -9040356.000000 Penalty: 5591.309570
	Iteration 20F: 3 clusters Score -9040356 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -9040392.000000 Penalty: 5591.309570
	Iteration 21Q: 3 clusters Score -9040392 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -9040447.000000 Penalty: 5591.309570
	Iteration 22Q: 3 clusters Score -9040447 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -9040478.000000 Penalty: 5591.309570
	Iteration 23Q: 3 clusters Score -9040478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -9040533.000000 Penalty: 5591.309570
	Iteration 24Q: 3 clusters Score -9040533 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -9040527.000000 Penalty: 5591.309570
	Iteration 25Q: 3 clusters Score -9040527 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -9040521.000000 Penalty: 5591.309570
	Iteration 26Q: 3 clusters Score -9040521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -9040529.000000 Penalty: 5591.309570
	Iteration 27Q: 3 clusters Score -9040529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -9040549.000000 Penalty: 5591.309570
	Iteration 28Q: 3 clusters Score -9040549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -9040533.000000 Penalty: 5591.309570
	Iteration 29Q: 3 clusters Score -9040533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -9040527.000000 Penalty: 5591.309570
	Iteration 30Q: 3 clusters Score -9040527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -9040510.000000 Penalty: 5591.309570
	Iteration 31Q: 3 clusters Score -9040510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -9040525.000000 Penalty: 5591.309570
	Iteration 32Q: 3 clusters Score -9040525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -9040537.000000 Penalty: 5591.309570
	Iteration 33Q: 3 clusters Score -9040537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -9040551.000000 Penalty: 5591.309570
	Iteration 34Q: 3 clusters Score -9040551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -9040543.000000 Penalty: 5591.309570
	Iteration 35Q: 3 clusters Score -9040543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -9040548.000000 Penalty: 5591.309570
	Iteration 36Q: 3 clusters Score -9040548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -9040554.000000 Penalty: 5591.309570
	Iteration 37Q: 3 clusters Score -9040554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -9040549.000000 Penalty: 5591.309570
	Iteration 38Q: 3 clusters Score -9040549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -9040541.000000 Penalty: 5591.309570
	Iteration 39Q: 3 clusters Score -9040541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -9040549.000000 Penalty: 5591.309570
	Iteration 40F: 3 clusters Score -9040549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -9040559.000000 Penalty: 5591.309570
	Iteration 41Q: 3 clusters Score -9040559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -9040557.000000 Penalty: 5591.309570
	Iteration 42Q: 3 clusters Score -9040557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -9040556.000000 Penalty: 5591.309570
	Iteration 43Q: 3 clusters Score -9040556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -9040556.000000 Penalty: 5591.309570
	Iteration 44F: 3 clusters Score -9040556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Entering Unmasked Estep 
Score: -211936912.000000 Penalty: 172468.296875
Splitting cluster 15 changes total score from -211900400.000000 to -211936912.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (196016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196016 members 
Entering Unmasked Estep 
Score: -22615140.000000 Penalty: 3022.115967
	Iteration 0F: 2 clusters Score -2.261514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -22486970.000000 Penalty: 6044.231934
	Iteration 0F: 3 clusters Score -2.248697e+07 nChanged 94043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -22541588.000000 Penalty: 6044.231934
	Iteration 1F: 3 clusters Score -2.254159e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -22543028.000000 Penalty: 6044.231934
	Iteration 2Q: 3 clusters Score -2.254303e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -22544586.000000 Penalty: 6044.231934
	Iteration 3Q: 3 clusters Score -2.254459e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -22547214.000000 Penalty: 6044.231934
	Iteration 4Q: 3 clusters Score -2.254721e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -22550966.000000 Penalty: 6044.231934
	Iteration 5Q: 3 clusters Score -2.255097e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -22555898.000000 Penalty: 6044.231934
	Iteration 6F: 3 clusters Score -2.25559e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -22561724.000000 Penalty: 6044.231934
	Iteration 7F: 3 clusters Score -2.256172e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -22568988.000000 Penalty: 6044.231934
	Iteration 8F: 3 clusters Score -2.256899e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -22576066.000000 Penalty: 6044.231934
	Iteration 9F: 3 clusters Score -2.257607e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115367 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -22581812.000000 Penalty: 6044.231934
	Iteration 10F: 3 clusters Score -2.258181e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -22584934.000000 Penalty: 6044.231934
	Iteration 11Q: 3 clusters Score -2.258493e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -22586772.000000 Penalty: 6044.231934
	Iteration 12Q: 3 clusters Score -2.258677e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -22587806.000000 Penalty: 6044.231934
	Iteration 13Q: 3 clusters Score -2.258781e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -22588790.000000 Penalty: 6044.231934
	Iteration 14Q: 3 clusters Score -2.258879e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -22589872.000000 Penalty: 6044.231934
	Iteration 15Q: 3 clusters Score -2.258987e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -22591354.000000 Penalty: 6044.231934
	Iteration 16Q: 3 clusters Score -2.259135e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -22593026.000000 Penalty: 6044.231934
	Iteration 17Q: 3 clusters Score -2.259303e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -22594866.000000 Penalty: 6044.231934
	Iteration 18Q: 3 clusters Score -2.259487e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147048 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -22596858.000000 Penalty: 6044.231934
	Iteration 19Q: 3 clusters Score -2.259686e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -22598854.000000 Penalty: 6044.231934
	Iteration 20F: 3 clusters Score -2.259885e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155510 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -22600820.000000 Penalty: 6044.231934
	Iteration 21Q: 3 clusters Score -2.260082e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -22602846.000000 Penalty: 6044.231934
	Iteration 22Q: 3 clusters Score -2.260285e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -22604752.000000 Penalty: 6044.231934
	Iteration 23Q: 3 clusters Score -2.260475e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -22606424.000000 Penalty: 6044.231934
	Iteration 24Q: 3 clusters Score -2.260642e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -22608068.000000 Penalty: 6044.231934
	Iteration 25Q: 3 clusters Score -2.260807e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171492 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -22609434.000000 Penalty: 6044.231934
	Iteration 26Q: 3 clusters Score -2.260943e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -22610612.000000 Penalty: 6044.231934
	Iteration 27Q: 3 clusters Score -2.261061e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175243 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -22611430.000000 Penalty: 6044.231934
	Iteration 28Q: 3 clusters Score -2.261143e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176664 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -22612152.000000 Penalty: 6044.231934
	Iteration 29Q: 3 clusters Score -2.261215e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -22612822.000000 Penalty: 6044.231934
	Iteration 30Q: 3 clusters Score -2.261282e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -22613226.000000 Penalty: 6044.231934
	Iteration 31Q: 3 clusters Score -2.261323e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179664 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -22613550.000000 Penalty: 6044.231934
	Iteration 32Q: 3 clusters Score -2.261355e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -22613720.000000 Penalty: 6044.231934
	Iteration 33Q: 3 clusters Score -2.261372e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -22613766.000000 Penalty: 6044.231934
	Iteration 34Q: 3 clusters Score -2.261377e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -22613922.000000 Penalty: 6044.231934
	Iteration 35Q: 3 clusters Score -2.261392e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181663 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -22613966.000000 Penalty: 6044.231934
	Iteration 36Q: 3 clusters Score -2.261397e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182029 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -22613924.000000 Penalty: 6044.231934
	Iteration 37Q: 3 clusters Score -2.261392e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -22613940.000000 Penalty: 6044.231934
	Iteration 38Q: 3 clusters Score -2.261394e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182651 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -22614004.000000 Penalty: 6044.231934
	Iteration 39Q: 3 clusters Score -2.2614e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182919 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -22613968.000000 Penalty: 6044.231934
	Iteration 40F: 3 clusters Score -2.261397e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -22613984.000000 Penalty: 6044.231934
	Iteration 41Q: 3 clusters Score -2.261398e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183392 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -22614016.000000 Penalty: 6044.231934
	Iteration 42Q: 3 clusters Score -2.261402e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183601 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -22614052.000000 Penalty: 6044.231934
	Iteration 43Q: 3 clusters Score -2.261405e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183799 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -22614028.000000 Penalty: 6044.231934
	Iteration 44Q: 3 clusters Score -2.261403e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -22614094.000000 Penalty: 6044.231934
	Iteration 45Q: 3 clusters Score -2.261409e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -22614050.000000 Penalty: 6044.231934
	Iteration 46Q: 3 clusters Score -2.261405e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184278 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -22614100.000000 Penalty: 6044.231934
	Iteration 47Q: 3 clusters Score -2.26141e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184406 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -22614106.000000 Penalty: 6044.231934
	Iteration 48Q: 3 clusters Score -2.261411e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184545 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -22614146.000000 Penalty: 6044.231934
	Iteration 49Q: 3 clusters Score -2.261415e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -22614172.000000 Penalty: 6044.231934
	Iteration 50Q: 3 clusters Score -2.261417e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184764 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -22614178.000000 Penalty: 6044.231934
	Iteration 51Q: 3 clusters Score -2.261418e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -22614228.000000 Penalty: 6044.231934
	Iteration 52Q: 3 clusters Score -2.261423e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184967 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -22614230.000000 Penalty: 6044.231934
	Iteration 53Q: 3 clusters Score -2.261423e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185043 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -22614226.000000 Penalty: 6044.231934
	Iteration 54Q: 3 clusters Score -2.261423e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185124 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -22614204.000000 Penalty: 6044.231934
	Iteration 55Q: 3 clusters Score -2.26142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185198 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -22614190.000000 Penalty: 6044.231934
	Iteration 56Q: 3 clusters Score -2.261419e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185278 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -22614182.000000 Penalty: 6044.231934
	Iteration 57Q: 3 clusters Score -2.261418e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185348 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -22614212.000000 Penalty: 6044.231934
	Iteration 58Q: 3 clusters Score -2.261421e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185411 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -22614238.000000 Penalty: 6044.231934
	Iteration 59Q: 3 clusters Score -2.261424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185468 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -22614234.000000 Penalty: 6044.231934
	Iteration 60F: 3 clusters Score -2.261423e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -22614244.000000 Penalty: 6044.231934
	Iteration 61Q: 3 clusters Score -2.261424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185552 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -22614246.000000 Penalty: 6044.231934
	Iteration 62Q: 3 clusters Score -2.261425e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185589 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -22614240.000000 Penalty: 6044.231934
	Iteration 63Q: 3 clusters Score -2.261424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185615 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 64Q: 3 clusters Score -2.261421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185640 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 65Q: 3 clusters Score -2.261421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185670 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -22614218.000000 Penalty: 6044.231934
	Iteration 66Q: 3 clusters Score -2.261422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185697 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -22614238.000000 Penalty: 6044.231934
	Iteration 67Q: 3 clusters Score -2.261424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185734 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -22614198.000000 Penalty: 6044.231934
	Iteration 68Q: 3 clusters Score -2.26142e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185771 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -22614188.000000 Penalty: 6044.231934
	Iteration 69Q: 3 clusters Score -2.261419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185805 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -22614168.000000 Penalty: 6044.231934
	Iteration 70Q: 3 clusters Score -2.261417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185837 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -22614178.000000 Penalty: 6044.231934
	Iteration 71Q: 3 clusters Score -2.261418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185866 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -22614198.000000 Penalty: 6044.231934
	Iteration 72Q: 3 clusters Score -2.26142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185887 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -22614190.000000 Penalty: 6044.231934
	Iteration 73Q: 3 clusters Score -2.261419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185908 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -22614200.000000 Penalty: 6044.231934
	Iteration 74Q: 3 clusters Score -2.26142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185938 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -22614208.000000 Penalty: 6044.231934
	Iteration 75Q: 3 clusters Score -2.261421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185973 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 76Q: 3 clusters Score -2.261421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186002 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -22614230.000000 Penalty: 6044.231934
	Iteration 77Q: 3 clusters Score -2.261423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186038 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -22614230.000000 Penalty: 6044.231934
	Iteration 78Q: 3 clusters Score -2.261423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186072 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -22614242.000000 Penalty: 6044.231934
	Iteration 79Q: 3 clusters Score -2.261424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186107 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -22614226.000000 Penalty: 6044.231934
	Iteration 80F: 3 clusters Score -2.261423e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186137 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 81Q: 3 clusters Score -2.261421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186169 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -22614230.000000 Penalty: 6044.231934
	Iteration 82Q: 3 clusters Score -2.261423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186196 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -22614234.000000 Penalty: 6044.231934
	Iteration 83Q: 3 clusters Score -2.261423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186225 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -22614236.000000 Penalty: 6044.231934
	Iteration 84Q: 3 clusters Score -2.261424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -22614218.000000 Penalty: 6044.231934
	Iteration 85Q: 3 clusters Score -2.261422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186274 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -22614208.000000 Penalty: 6044.231934
	Iteration 86Q: 3 clusters Score -2.261421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -22614208.000000 Penalty: 6044.231934
	Iteration 87Q: 3 clusters Score -2.261421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -22614232.000000 Penalty: 6044.231934
	Iteration 88Q: 3 clusters Score -2.261423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186345 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -22614238.000000 Penalty: 6044.231934
	Iteration 89Q: 3 clusters Score -2.261424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186358 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -22614224.000000 Penalty: 6044.231934
	Iteration 90Q: 3 clusters Score -2.261422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186368 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -22614240.000000 Penalty: 6044.231934
	Iteration 91Q: 3 clusters Score -2.261424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186384 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -22614208.000000 Penalty: 6044.231934
	Iteration 92Q: 3 clusters Score -2.261421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -22614188.000000 Penalty: 6044.231934
	Iteration 93Q: 3 clusters Score -2.261419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -22614204.000000 Penalty: 6044.231934
	Iteration 94Q: 3 clusters Score -2.26142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186416 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -22614216.000000 Penalty: 6044.231934
	Iteration 95Q: 3 clusters Score -2.261422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186430 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -22614222.000000 Penalty: 6044.231934
	Iteration 96Q: 3 clusters Score -2.261422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186446 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -22614202.000000 Penalty: 6044.231934
	Iteration 97Q: 3 clusters Score -2.26142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186462 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -22614194.000000 Penalty: 6044.231934
	Iteration 98Q: 3 clusters Score -2.261419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186485 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -22614194.000000 Penalty: 6044.231934
	Iteration 99Q: 3 clusters Score -2.261419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186504 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -22614186.000000 Penalty: 6044.231934
	Iteration 100F: 3 clusters Score -2.261419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186517 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -22614176.000000 Penalty: 6044.231934
	Iteration 101Q: 3 clusters Score -2.261418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186533 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -22614180.000000 Penalty: 6044.231934
	Iteration 102Q: 3 clusters Score -2.261418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -22614166.000000 Penalty: 6044.231934
	Iteration 103Q: 3 clusters Score -2.261417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186562 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -22614158.000000 Penalty: 6044.231934
	Iteration 104Q: 3 clusters Score -2.261416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186582 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -22614170.000000 Penalty: 6044.231934
	Iteration 105Q: 3 clusters Score -2.261417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186598 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -22614200.000000 Penalty: 6044.231934
	Iteration 106Q: 3 clusters Score -2.26142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186605 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -22614186.000000 Penalty: 6044.231934
	Iteration 107Q: 3 clusters Score -2.261419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186614 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 108Q: 3 clusters Score -2.261421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -22614216.000000 Penalty: 6044.231934
	Iteration 109Q: 3 clusters Score -2.261422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -22614218.000000 Penalty: 6044.231934
	Iteration 110Q: 3 clusters Score -2.261422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186624 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -22614216.000000 Penalty: 6044.231934
	Iteration 111Q: 3 clusters Score -2.261422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186625 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 112Q: 3 clusters Score -2.261421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186625 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -22614210.000000 Penalty: 6044.231934
	Iteration 113F: 3 clusters Score -2.261421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Entering Unmasked Estep 
Score: -1323187.875000 Penalty: 2368.617188
	Iteration 0F: 2 clusters Score -1323188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1312979.750000 Penalty: 4737.234375
	Iteration 0F: 3 clusters Score -1312980 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1317061.250000 Penalty: 4737.234375
	Iteration 1F: 3 clusters Score -1317061 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1318722.500000 Penalty: 4737.234375
	Iteration 2F: 3 clusters Score -1318722 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1320308.750000 Penalty: 4737.234375
	Iteration 3F: 3 clusters Score -1320309 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1321601.875000 Penalty: 4737.234375
	Iteration 4F: 3 clusters Score -1321602 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1322513.250000 Penalty: 4737.234375
	Iteration 5F: 3 clusters Score -1322513 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1323046.375000 Penalty: 4737.234375
	Iteration 6F: 3 clusters Score -1323046 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1323340.875000 Penalty: 4737.234375
	Iteration 7Q: 3 clusters Score -1323341 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1323527.875000 Penalty: 4737.234375
	Iteration 8Q: 3 clusters Score -1323528 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1323675.125000 Penalty: 4737.234375
	Iteration 9Q: 3 clusters Score -1323675 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1323793.875000 Penalty: 4737.234375
	Iteration 10Q: 3 clusters Score -1323794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1323898.375000 Penalty: 4737.234375
	Iteration 11Q: 3 clusters Score -1323898 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1323990.250000 Penalty: 4737.234375
	Iteration 12Q: 3 clusters Score -1323990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1324075.500000 Penalty: 4737.234375
	Iteration 13Q: 3 clusters Score -1324076 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1324158.375000 Penalty: 4737.234375
	Iteration 14Q: 3 clusters Score -1324158 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1324225.875000 Penalty: 4737.234375
	Iteration 15Q: 3 clusters Score -1324226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1324256.500000 Penalty: 4737.234375
	Iteration 16Q: 3 clusters Score -1324256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1324273.375000 Penalty: 4737.234375
	Iteration 17Q: 3 clusters Score -1324273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1324288.500000 Penalty: 4737.234375
	Iteration 18Q: 3 clusters Score -1324288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1324296.875000 Penalty: 4737.234375
	Iteration 19Q: 3 clusters Score -1324297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1324299.375000 Penalty: 4737.234375
	Iteration 20F: 3 clusters Score -1324299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1324299.000000 Penalty: 4737.234375
	Iteration 21Q: 3 clusters Score -1324299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1324301.375000 Penalty: 4737.234375
	Iteration 22Q: 3 clusters Score -1324301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1324301.125000 Penalty: 4737.234375
	Iteration 23Q: 3 clusters Score -1324301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1324301.000000 Penalty: 4737.234375
	Iteration 24Q: 3 clusters Score -1324301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1324299.500000 Penalty: 4737.234375
	Iteration 25Q: 3 clusters Score -1324300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1324301.250000 Penalty: 4737.234375
	Iteration 26Q: 3 clusters Score -1324301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1324302.250000 Penalty: 4737.234375
	Iteration 27Q: 3 clusters Score -1324302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1324305.125000 Penalty: 4737.234375
	Iteration 28Q: 3 clusters Score -1324305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1324305.375000 Penalty: 4737.234375
	Iteration 29Q: 3 clusters Score -1324305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1324305.125000 Penalty: 4737.234375
	Iteration 30Q: 3 clusters Score -1324305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1324305.375000 Penalty: 4737.234375
	Iteration 31Q: 3 clusters Score -1324305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1324305.375000 Penalty: 4737.234375
	Iteration 32F: 3 clusters Score -1324305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 86341 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Entering Unmasked Estep 
Score: -211937168.000000 Penalty: 176061.390625
Splitting cluster 17 changes total score from -211900400.000000 to -211937168.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 18 (48366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Entering Unmasked Estep 
Score: -5562266.000000 Penalty: 2675.064941
	Iteration 0F: 2 clusters Score -5562266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5529452.500000 Penalty: 5350.129883
	Iteration 0F: 3 clusters Score -5529452 nChanged 22475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5542683.000000 Penalty: 5350.129883
	Iteration 1F: 3 clusters Score -5542683 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5544486.500000 Penalty: 5350.129883
	Iteration 2F: 3 clusters Score -5544486 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -5547306.500000 Penalty: 5350.129883
	Iteration 3F: 3 clusters Score -5547306 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5551033.500000 Penalty: 5350.129883
	Iteration 4F: 3 clusters Score -5551034 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -5554522.500000 Penalty: 5350.129883
	Iteration 5F: 3 clusters Score -5554522 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5556687.000000 Penalty: 5350.129883
	Iteration 6F: 3 clusters Score -5556687 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5557838.000000 Penalty: 5350.129883
	Iteration 7Q: 3 clusters Score -5557838 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5558518.500000 Penalty: 5350.129883
	Iteration 8Q: 3 clusters Score -5558518 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -5558915.500000 Penalty: 5350.129883
	Iteration 9Q: 3 clusters Score -5558916 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -5559213.500000 Penalty: 5350.129883
	Iteration 10Q: 3 clusters Score -5559214 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -5559420.000000 Penalty: 5350.129883
	Iteration 11Q: 3 clusters Score -5559420 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -5559598.500000 Penalty: 5350.129883
	Iteration 12Q: 3 clusters Score -5559598 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5559710.500000 Penalty: 5350.129883
	Iteration 13Q: 3 clusters Score -5559710 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5559829.000000 Penalty: 5350.129883
	Iteration 14Q: 3 clusters Score -5559829 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5559894.000000 Penalty: 5350.129883
	Iteration 15Q: 3 clusters Score -5559894 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5559958.000000 Penalty: 5350.129883
	Iteration 16Q: 3 clusters Score -5559958 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5560002.000000 Penalty: 5350.129883
	Iteration 17Q: 3 clusters Score -5560002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5560039.000000 Penalty: 5350.129883
	Iteration 18Q: 3 clusters Score -5560039 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5560083.500000 Penalty: 5350.129883
	Iteration 19Q: 3 clusters Score -5560084 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -5560140.000000 Penalty: 5350.129883
	Iteration 20F: 3 clusters Score -5560140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -5560188.500000 Penalty: 5350.129883
	Iteration 21Q: 3 clusters Score -5560188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5560212.000000 Penalty: 5350.129883
	Iteration 22Q: 3 clusters Score -5560212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -5560216.500000 Penalty: 5350.129883
	Iteration 23Q: 3 clusters Score -5560216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5560239.000000 Penalty: 5350.129883
	Iteration 24Q: 3 clusters Score -5560239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5560256.000000 Penalty: 5350.129883
	Iteration 25Q: 3 clusters Score -5560256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5560271.500000 Penalty: 5350.129883
	Iteration 26Q: 3 clusters Score -5560272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5560285.000000 Penalty: 5350.129883
	Iteration 27Q: 3 clusters Score -5560285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5560296.500000 Penalty: 5350.129883
	Iteration 28Q: 3 clusters Score -5560296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -5560297.000000 Penalty: 5350.129883
	Iteration 29Q: 3 clusters Score -5560297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5560290.500000 Penalty: 5350.129883
	Iteration 30Q: 3 clusters Score -5560290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -5560317.500000 Penalty: 5350.129883
	Iteration 31Q: 3 clusters Score -5560318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5560321.000000 Penalty: 5350.129883
	Iteration 32Q: 3 clusters Score -5560321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -5560333.500000 Penalty: 5350.129883
	Iteration 33Q: 3 clusters Score -5560334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -5560350.000000 Penalty: 5350.129883
	Iteration 34Q: 3 clusters Score -5560350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -5560343.500000 Penalty: 5350.129883
	Iteration 35Q: 3 clusters Score -5560344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -5560336.000000 Penalty: 5350.129883
	Iteration 36Q: 3 clusters Score -5560336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -5560344.000000 Penalty: 5350.129883
	Iteration 37Q: 3 clusters Score -5560344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5560359.500000 Penalty: 5350.129883
	Iteration 38Q: 3 clusters Score -5560360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5560362.500000 Penalty: 5350.129883
	Iteration 39Q: 3 clusters Score -5560362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -5560362.000000 Penalty: 5350.129883
	Iteration 40F: 3 clusters Score -5560362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5560372.500000 Penalty: 5350.129883
	Iteration 41Q: 3 clusters Score -5560372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -5560387.000000 Penalty: 5350.129883
	Iteration 42Q: 3 clusters Score -5560387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -5560397.500000 Penalty: 5350.129883
	Iteration 43Q: 3 clusters Score -5560398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -5560394.000000 Penalty: 5350.129883
	Iteration 44Q: 3 clusters Score -5560394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -5560403.500000 Penalty: 5350.129883
	Iteration 45Q: 3 clusters Score -5560404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -5560408.500000 Penalty: 5350.129883
	Iteration 46Q: 3 clusters Score -5560408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5560411.500000 Penalty: 5350.129883
	Iteration 47Q: 3 clusters Score -5560412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5560413.500000 Penalty: 5350.129883
	Iteration 48Q: 3 clusters Score -5560414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5560409.500000 Penalty: 5350.129883
	Iteration 49Q: 3 clusters Score -5560410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -5560418.000000 Penalty: 5350.129883
	Iteration 50Q: 3 clusters Score -5560418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5560416.000000 Penalty: 5350.129883
	Iteration 51Q: 3 clusters Score -5560416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -5560424.000000 Penalty: 5350.129883
	Iteration 52Q: 3 clusters Score -5560424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -5560422.500000 Penalty: 5350.129883
	Iteration 53Q: 3 clusters Score -5560422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -5560418.500000 Penalty: 5350.129883
	Iteration 54Q: 3 clusters Score -5560418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5560418.000000 Penalty: 5350.129883
	Iteration 55Q: 3 clusters Score -5560418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -5560423.500000 Penalty: 5350.129883
	Iteration 56Q: 3 clusters Score -5560424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -5560423.000000 Penalty: 5350.129883
	Iteration 57Q: 3 clusters Score -5560423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -5560431.000000 Penalty: 5350.129883
	Iteration 58Q: 3 clusters Score -5560431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -5560436.000000 Penalty: 5350.129883
	Iteration 59Q: 3 clusters Score -5560436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5560438.000000 Penalty: 5350.129883
	Iteration 60F: 3 clusters Score -5560438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5560440.000000 Penalty: 5350.129883
	Iteration 61Q: 3 clusters Score -5560440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -5560438.000000 Penalty: 5350.129883
	Iteration 62Q: 3 clusters Score -5560438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5560438.000000 Penalty: 5350.129883
	Iteration 63Q: 3 clusters Score -5560438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5560441.000000 Penalty: 5350.129883
	Iteration 64Q: 3 clusters Score -5560441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5560441.000000 Penalty: 5350.129883
	Iteration 65F: 3 clusters Score -5560441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (240489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240489 members 
Entering Unmasked Estep 
Score: -28225446.000000 Penalty: 3072.826416
	Iteration 0F: 2 clusters Score -2.822545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119920 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -28071650.000000 Penalty: 6145.652832
	Iteration 0F: 3 clusters Score -2.807165e+07 nChanged 116329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 127376 members 
Entering Unmasked Estep 
Score: -28140710.000000 Penalty: 6145.652832
	Iteration 1F: 3 clusters Score -2.814071e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 131701 members 
Entering Unmasked Estep 
Score: -28142980.000000 Penalty: 6145.652832
	Iteration 2Q: 3 clusters Score -2.814298e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 138475 members 
Entering Unmasked Estep 
Score: -28146052.000000 Penalty: 6145.652832
	Iteration 3Q: 3 clusters Score -2.814605e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -28151412.000000 Penalty: 6145.652832
	Iteration 4Q: 3 clusters Score -2.815141e+07 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -28160484.000000 Penalty: 6145.652832
	Iteration 5F: 3 clusters Score -2.816048e+07 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 183006 members 
Entering Unmasked Estep 
Score: -28174558.000000 Penalty: 6145.652832
	Iteration 6F: 3 clusters Score -2.817456e+07 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -28190202.000000 Penalty: 6145.652832
	Iteration 7F: 3 clusters Score -2.81902e+07 nChanged 16896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 220166 members 
Entering Unmasked Estep 
Score: -28203714.000000 Penalty: 6145.652832
	Iteration 8F: 3 clusters Score -2.820371e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 230858 members 
Entering Unmasked Estep 
Score: -28213474.000000 Penalty: 6145.652832
	Iteration 9Q: 3 clusters Score -2.821347e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 236435 members 
Entering Unmasked Estep 
Score: -28218796.000000 Penalty: 6145.652832
	Iteration 10Q: 3 clusters Score -2.82188e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 238665 members 
Entering Unmasked Estep 
Score: -28221058.000000 Penalty: 6145.652832
	Iteration 11Q: 3 clusters Score -2.822106e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 239429 members 
Entering Unmasked Estep 
Score: -28221928.000000 Penalty: 6145.652832
	Iteration 12Q: 3 clusters Score -2.822193e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 239723 members 
Entering Unmasked Estep 
Score: -28222330.000000 Penalty: 6145.652832
	Iteration 13Q: 3 clusters Score -2.822233e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 239827 members 
Entering Unmasked Estep 
Score: -28222538.000000 Penalty: 6145.652832
	Iteration 14Q: 3 clusters Score -2.822254e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 239883 members 
Entering Unmasked Estep 
Score: -28222634.000000 Penalty: 6145.652832
	Iteration 15Q: 3 clusters Score -2.822263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 239891 members 
Entering Unmasked Estep 
Score: -28222674.000000 Penalty: 6145.652832
	Iteration 16Q: 3 clusters Score -2.822267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 239900 members 
Entering Unmasked Estep 
Score: -28222722.000000 Penalty: 6145.652832
	Iteration 17Q: 3 clusters Score -2.822272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 239907 members 
Entering Unmasked Estep 
Score: -28222718.000000 Penalty: 6145.652832
	Iteration 18Q: 3 clusters Score -2.822272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 239906 members 
Entering Unmasked Estep 
Score: -28222758.000000 Penalty: 6145.652832
	Iteration 19Q: 3 clusters Score -2.822276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 239905 members 
Entering Unmasked Estep 
Score: -28222744.000000 Penalty: 6145.652832
	Iteration 20F: 3 clusters Score -2.822274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 239918 members 
Entering Unmasked Estep 
Score: -28222780.000000 Penalty: 6145.652832
	Iteration 21Q: 3 clusters Score -2.822278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 239924 members 
Entering Unmasked Estep 
Score: -28222792.000000 Penalty: 6145.652832
	Iteration 22Q: 3 clusters Score -2.822279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 239927 members 
Entering Unmasked Estep 
Score: -28222806.000000 Penalty: 6145.652832
	Iteration 23Q: 3 clusters Score -2.822281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 239937 members 
Entering Unmasked Estep 
Score: -28222806.000000 Penalty: 6145.652832
	Iteration 24Q: 3 clusters Score -2.822281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 239941 members 
Entering Unmasked Estep 
Score: -28222810.000000 Penalty: 6145.652832
	Iteration 25Q: 3 clusters Score -2.822281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 239943 members 
Entering Unmasked Estep 
Score: -28222832.000000 Penalty: 6145.652832
	Iteration 26Q: 3 clusters Score -2.822283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 239949 members 
Entering Unmasked Estep 
Score: -28222824.000000 Penalty: 6145.652832
	Iteration 27Q: 3 clusters Score -2.822282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 239951 members 
Entering Unmasked Estep 
Score: -28222828.000000 Penalty: 6145.652832
	Iteration 28Q: 3 clusters Score -2.822283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 239952 members 
Entering Unmasked Estep 
Score: -28222846.000000 Penalty: 6145.652832
	Iteration 29Q: 3 clusters Score -2.822285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 239953 members 
Entering Unmasked Estep 
Score: -28222848.000000 Penalty: 6145.652832
	Iteration 30Q: 3 clusters Score -2.822285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 239956 members 
Entering Unmasked Estep 
Score: -28222842.000000 Penalty: 6145.652832
	Iteration 31Q: 3 clusters Score -2.822284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 239957 members 
Entering Unmasked Estep 
Score: -28222832.000000 Penalty: 6145.652832
	Iteration 32Q: 3 clusters Score -2.822283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 239958 members 
Entering Unmasked Estep 
Score: -28222832.000000 Penalty: 6145.652832
	Iteration 33Q: 3 clusters Score -2.822283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 239958 members 
Entering Unmasked Estep 
Score: -28222832.000000 Penalty: 6145.652832
	Iteration 34F: 3 clusters Score -2.822283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Entering Unmasked Estep 
Score: -9820094.000000 Penalty: 2818.782959
	Iteration 0F: 2 clusters Score -9820094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -9762519.000000 Penalty: 5637.565918
	Iteration 0F: 3 clusters Score -9762519 nChanged 40752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -9785404.000000 Penalty: 5637.565918
	Iteration 1F: 3 clusters Score -9785404 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9786564.000000 Penalty: 5637.565918
	Iteration 2Q: 3 clusters Score -9786564 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -9788685.000000 Penalty: 5637.565918
	Iteration 3Q: 3 clusters Score -9788685 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9791617.000000 Penalty: 5637.565918
	Iteration 4F: 3 clusters Score -9791617 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9794806.000000 Penalty: 5637.565918
	Iteration 5F: 3 clusters Score -9794806 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -9797568.000000 Penalty: 5637.565918
	Iteration 6F: 3 clusters Score -9797568 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -9799697.000000 Penalty: 5637.565918
	Iteration 7F: 3 clusters Score -9799697 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -9801471.000000 Penalty: 5637.565918
	Iteration 8Q: 3 clusters Score -9801471 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -9802700.000000 Penalty: 5637.565918
	Iteration 9Q: 3 clusters Score -9802700 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -9803733.000000 Penalty: 5637.565918
	Iteration 10Q: 3 clusters Score -9803733 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -9804676.000000 Penalty: 5637.565918
	Iteration 11Q: 3 clusters Score -9804676 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -9805468.000000 Penalty: 5637.565918
	Iteration 12Q: 3 clusters Score -9805468 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -9806343.000000 Penalty: 5637.565918
	Iteration 13Q: 3 clusters Score -9806343 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -9807322.000000 Penalty: 5637.565918
	Iteration 14Q: 3 clusters Score -9807322 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -9808346.000000 Penalty: 5637.565918
	Iteration 15Q: 3 clusters Score -9808346 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -9809716.000000 Penalty: 5637.565918
	Iteration 16Q: 3 clusters Score -9809716 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -9811299.000000 Penalty: 5637.565918
	Iteration 17Q: 3 clusters Score -9811299 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -9812949.000000 Penalty: 5637.565918
	Iteration 18Q: 3 clusters Score -9812949 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -9814541.000000 Penalty: 5637.565918
	Iteration 19Q: 3 clusters Score -9814541 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -9815774.000000 Penalty: 5637.565918
	Iteration 20F: 3 clusters Score -9815774 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -9816687.000000 Penalty: 5637.565918
	Iteration 21Q: 3 clusters Score -9816687 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -9817367.000000 Penalty: 5637.565918
	Iteration 22Q: 3 clusters Score -9817367 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -9817876.000000 Penalty: 5637.565918
	Iteration 23Q: 3 clusters Score -9817876 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -9818233.000000 Penalty: 5637.565918
	Iteration 24Q: 3 clusters Score -9818233 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -9818361.000000 Penalty: 5637.565918
	Iteration 25Q: 3 clusters Score -9818361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -9818462.000000 Penalty: 5637.565918
	Iteration 26Q: 3 clusters Score -9818462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -9818516.000000 Penalty: 5637.565918
	Iteration 27Q: 3 clusters Score -9818516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -9818554.000000 Penalty: 5637.565918
	Iteration 28Q: 3 clusters Score -9818554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -9818579.000000 Penalty: 5637.565918
	Iteration 29Q: 3 clusters Score -9818579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -9818609.000000 Penalty: 5637.565918
	Iteration 30Q: 3 clusters Score -9818609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -9818639.000000 Penalty: 5637.565918
	Iteration 31Q: 3 clusters Score -9818639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -9818650.000000 Penalty: 5637.565918
	Iteration 32Q: 3 clusters Score -9818650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -9818643.000000 Penalty: 5637.565918
	Iteration 33Q: 3 clusters Score -9818643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -9818650.000000 Penalty: 5637.565918
	Iteration 34Q: 3 clusters Score -9818650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -9818666.000000 Penalty: 5637.565918
	Iteration 35Q: 3 clusters Score -9818666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -9818664.000000 Penalty: 5637.565918
	Iteration 36Q: 3 clusters Score -9818664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -9818658.000000 Penalty: 5637.565918
	Iteration 37Q: 3 clusters Score -9818658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -9818655.000000 Penalty: 5637.565918
	Iteration 38Q: 3 clusters Score -9818655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -9818662.000000 Penalty: 5637.565918
	Iteration 39Q: 3 clusters Score -9818662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -9818673.000000 Penalty: 5637.565918
	Iteration 40F: 3 clusters Score -9818673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -9818675.000000 Penalty: 5637.565918
	Iteration 41Q: 3 clusters Score -9818675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -9818700.000000 Penalty: 5637.565918
	Iteration 42Q: 3 clusters Score -9818700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -9818700.000000 Penalty: 5637.565918
	Iteration 43Q: 3 clusters Score -9818700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -9818714.000000 Penalty: 5637.565918
	Iteration 44Q: 3 clusters Score -9818714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -9818723.000000 Penalty: 5637.565918
	Iteration 45Q: 3 clusters Score -9818723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -9818721.000000 Penalty: 5637.565918
	Iteration 46Q: 3 clusters Score -9818721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -9818719.000000 Penalty: 5637.565918
	Iteration 47Q: 3 clusters Score -9818719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -9818742.000000 Penalty: 5637.565918
	Iteration 48Q: 3 clusters Score -9818742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -9818748.000000 Penalty: 5637.565918
	Iteration 49Q: 3 clusters Score -9818748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -9818769.000000 Penalty: 5637.565918
	Iteration 50Q: 3 clusters Score -9818769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -9818762.000000 Penalty: 5637.565918
	Iteration 51Q: 3 clusters Score -9818762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -9818789.000000 Penalty: 5637.565918
	Iteration 52Q: 3 clusters Score -9818789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -9818783.000000 Penalty: 5637.565918
	Iteration 53Q: 3 clusters Score -9818783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -9818801.000000 Penalty: 5637.565918
	Iteration 54Q: 3 clusters Score -9818801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -9818822.000000 Penalty: 5637.565918
	Iteration 55Q: 3 clusters Score -9818822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -9818827.000000 Penalty: 5637.565918
	Iteration 56Q: 3 clusters Score -9818827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -9818848.000000 Penalty: 5637.565918
	Iteration 57Q: 3 clusters Score -9818848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -9818851.000000 Penalty: 5637.565918
	Iteration 58Q: 3 clusters Score -9818851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -9818862.000000 Penalty: 5637.565918
	Iteration 59Q: 3 clusters Score -9818862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -9818856.000000 Penalty: 5637.565918
	Iteration 60F: 3 clusters Score -9818856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -9818888.000000 Penalty: 5637.565918
	Iteration 61Q: 3 clusters Score -9818888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -9818919.000000 Penalty: 5637.565918
	Iteration 62Q: 3 clusters Score -9818919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -9818942.000000 Penalty: 5637.565918
	Iteration 63Q: 3 clusters Score -9818942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -9818973.000000 Penalty: 5637.565918
	Iteration 64Q: 3 clusters Score -9818973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -9819019.000000 Penalty: 5637.565918
	Iteration 65Q: 3 clusters Score -9819019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -9819039.000000 Penalty: 5637.565918
	Iteration 66Q: 3 clusters Score -9819039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -9819067.000000 Penalty: 5637.565918
	Iteration 67Q: 3 clusters Score -9819067 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -9819098.000000 Penalty: 5637.565918
	Iteration 68Q: 3 clusters Score -9819098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -9819124.000000 Penalty: 5637.565918
	Iteration 69Q: 3 clusters Score -9819124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -9819163.000000 Penalty: 5637.565918
	Iteration 70Q: 3 clusters Score -9819163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -9819173.000000 Penalty: 5637.565918
	Iteration 71Q: 3 clusters Score -9819173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -9819204.000000 Penalty: 5637.565918
	Iteration 72Q: 3 clusters Score -9819204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -9819222.000000 Penalty: 5637.565918
	Iteration 73Q: 3 clusters Score -9819222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -9819228.000000 Penalty: 5637.565918
	Iteration 74Q: 3 clusters Score -9819228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -9819241.000000 Penalty: 5637.565918
	Iteration 75Q: 3 clusters Score -9819241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -9819252.000000 Penalty: 5637.565918
	Iteration 76Q: 3 clusters Score -9819252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -9819256.000000 Penalty: 5637.565918
	Iteration 77Q: 3 clusters Score -9819256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -9819253.000000 Penalty: 5637.565918
	Iteration 78Q: 3 clusters Score -9819253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -9819259.000000 Penalty: 5637.565918
	Iteration 79Q: 3 clusters Score -9819259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -9819331.000000 Penalty: 5637.565918
	Iteration 80F: 3 clusters Score -9819331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -9819392.000000 Penalty: 5637.565918
	Iteration 81Q: 3 clusters Score -9819392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -9819521.000000 Penalty: 5637.565918
	Iteration 82Q: 3 clusters Score -9819521 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -9819720.000000 Penalty: 5637.565918
	Iteration 83Q: 3 clusters Score -9819720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -9819986.000000 Penalty: 5637.565918
	Iteration 84Q: 3 clusters Score -9819986 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -9820429.000000 Penalty: 5637.565918
	Iteration 85Q: 3 clusters Score -9820429 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -9821076.000000 Penalty: 5637.565918
	Iteration 86Q: 3 clusters Score -9821076 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -9822069.000000 Penalty: 5637.565918
	Iteration 87Q: 3 clusters Score -9822069 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -9823705.000000 Penalty: 5637.565918
	Iteration 88Q: 3 clusters Score -9823705 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -9825933.000000 Penalty: 5637.565918
	Iteration 89Q: 3 clusters Score -9825933 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -9827780.000000 Penalty: 5637.565918
	Iteration 90Q: 3 clusters Score -9827780 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -9828888.000000 Penalty: 5637.565918
	Iteration 91Q: 3 clusters Score -9828888 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -9829273.000000 Penalty: 5637.565918
	Iteration 92Q: 3 clusters Score -9829273 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -9829468.000000 Penalty: 5637.565918
	Iteration 93Q: 3 clusters Score -9829468 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -9829546.000000 Penalty: 5637.565918
	Iteration 94Q: 3 clusters Score -9829546 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -9829616.000000 Penalty: 5637.565918
	Iteration 95Q: 3 clusters Score -9829616 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -9829652.000000 Penalty: 5637.565918
	Iteration 96Q: 3 clusters Score -9829652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -9829706.000000 Penalty: 5637.565918
	Iteration 97Q: 3 clusters Score -9829706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -9829722.000000 Penalty: 5637.565918
	Iteration 98Q: 3 clusters Score -9829722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -9829737.000000 Penalty: 5637.565918
	Iteration 99Q: 3 clusters Score -9829737 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -9829806.000000 Penalty: 5637.565918
	Iteration 100F: 3 clusters Score -9829806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9829841.000000 Penalty: 5637.565918
	Iteration 101Q: 3 clusters Score -9829841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -9829831.000000 Penalty: 5637.565918
	Iteration 102Q: 3 clusters Score -9829831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -9829855.000000 Penalty: 5637.565918
	Iteration 103Q: 3 clusters Score -9829855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -9829878.000000 Penalty: 5637.565918
	Iteration 104Q: 3 clusters Score -9829878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -9829900.000000 Penalty: 5637.565918
	Iteration 105Q: 3 clusters Score -9829900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -9829898.000000 Penalty: 5637.565918
	Iteration 106Q: 3 clusters Score -9829898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -9829913.000000 Penalty: 5637.565918
	Iteration 107Q: 3 clusters Score -9829913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -9829921.000000 Penalty: 5637.565918
	Iteration 108Q: 3 clusters Score -9829921 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -9829919.000000 Penalty: 5637.565918
	Iteration 109Q: 3 clusters Score -9829919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -9829916.000000 Penalty: 5637.565918
	Iteration 110Q: 3 clusters Score -9829916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -9829911.000000 Penalty: 5637.565918
	Iteration 111Q: 3 clusters Score -9829911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -9829921.000000 Penalty: 5637.565918
	Iteration 112Q: 3 clusters Score -9829921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -9829923.000000 Penalty: 5637.565918
	Iteration 113Q: 3 clusters Score -9829923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -9829922.000000 Penalty: 5637.565918
	Iteration 114Q: 3 clusters Score -9829922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -9829914.000000 Penalty: 5637.565918
	Iteration 115Q: 3 clusters Score -9829914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -9829922.000000 Penalty: 5637.565918
	Iteration 116Q: 3 clusters Score -9829922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -9829928.000000 Penalty: 5637.565918
	Iteration 117Q: 3 clusters Score -9829928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -9829918.000000 Penalty: 5637.565918
	Iteration 118Q: 3 clusters Score -9829918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -9829922.000000 Penalty: 5637.565918
	Iteration 119Q: 3 clusters Score -9829922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -9829920.000000 Penalty: 5637.565918
	Iteration 120F: 3 clusters Score -9829920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -9829917.000000 Penalty: 5637.565918
	Iteration 121Q: 3 clusters Score -9829917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -9829915.000000 Penalty: 5637.565918
	Iteration 122Q: 3 clusters Score -9829915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -9829921.000000 Penalty: 5637.565918
	Iteration 123Q: 3 clusters Score -9829921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -9829919.000000 Penalty: 5637.565918
	Iteration 124Q: 3 clusters Score -9829919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -9829923.000000 Penalty: 5637.565918
	Iteration 125Q: 3 clusters Score -9829923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -9829924.000000 Penalty: 5637.565918
	Iteration 126Q: 3 clusters Score -9829924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -9829931.000000 Penalty: 5637.565918
	Iteration 127Q: 3 clusters Score -9829931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -9829926.000000 Penalty: 5637.565918
	Iteration 128Q: 3 clusters Score -9829926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -9829940.000000 Penalty: 5637.565918
	Iteration 129Q: 3 clusters Score -9829940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -9829937.000000 Penalty: 5637.565918
	Iteration 130Q: 3 clusters Score -9829937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9829951.000000 Penalty: 5637.565918
	Iteration 131Q: 3 clusters Score -9829951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -9829953.000000 Penalty: 5637.565918
	Iteration 132Q: 3 clusters Score -9829953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -9829947.000000 Penalty: 5637.565918
	Iteration 133Q: 3 clusters Score -9829947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -9829939.000000 Penalty: 5637.565918
	Iteration 134Q: 3 clusters Score -9829939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -9829947.000000 Penalty: 5637.565918
	Iteration 135Q: 3 clusters Score -9829947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -9829950.000000 Penalty: 5637.565918
	Iteration 136Q: 3 clusters Score -9829950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -9829954.000000 Penalty: 5637.565918
	Iteration 137Q: 3 clusters Score -9829954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -9829959.000000 Penalty: 5637.565918
	Iteration 138Q: 3 clusters Score -9829959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -9829956.000000 Penalty: 5637.565918
	Iteration 139Q: 3 clusters Score -9829956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -9829952.000000 Penalty: 5637.565918
	Iteration 140F: 3 clusters Score -9829952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 35904 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Entering Unmasked Estep 
Score: -211944832.000000 Penalty: 179654.468750
Splitting cluster 20 changes total score from -211900400.000000 to -211944832.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 21 (35904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Entering Unmasked Estep 
Score: -4045945.750000 Penalty: 2601.173584
	Iteration 0F: 2 clusters Score -4045946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4021537.750000 Penalty: 5202.347168
	Iteration 0F: 3 clusters Score -4021538 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4030631.500000 Penalty: 5202.347168
	Iteration 1F: 3 clusters Score -4030632 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4031468.750000 Penalty: 5202.347168
	Iteration 2F: 3 clusters Score -4031469 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4032610.250000 Penalty: 5202.347168
	Iteration 3F: 3 clusters Score -4032610 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4034198.000000 Penalty: 5202.347168
	Iteration 4F: 3 clusters Score -4034198 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4036201.500000 Penalty: 5202.347168
	Iteration 5F: 3 clusters Score -4036202 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4038047.000000 Penalty: 5202.347168
	Iteration 6F: 3 clusters Score -4038047 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4039350.250000 Penalty: 5202.347168
	Iteration 7F: 3 clusters Score -4039350 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4040134.000000 Penalty: 5202.347168
	Iteration 8Q: 3 clusters Score -4040134 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4040595.000000 Penalty: 5202.347168
	Iteration 9Q: 3 clusters Score -4040595 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4040901.000000 Penalty: 5202.347168
	Iteration 10Q: 3 clusters Score -4040901 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4041135.000000 Penalty: 5202.347168
	Iteration 11Q: 3 clusters Score -4041135 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4041298.750000 Penalty: 5202.347168
	Iteration 12Q: 3 clusters Score -4041299 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4041484.250000 Penalty: 5202.347168
	Iteration 13Q: 3 clusters Score -4041484 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -4041621.750000 Penalty: 5202.347168
	Iteration 14Q: 3 clusters Score -4041622 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4041777.500000 Penalty: 5202.347168
	Iteration 15Q: 3 clusters Score -4041778 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4041917.500000 Penalty: 5202.347168
	Iteration 16Q: 3 clusters Score -4041918 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4042093.250000 Penalty: 5202.347168
	Iteration 17Q: 3 clusters Score -4042093 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4042259.000000 Penalty: 5202.347168
	Iteration 18Q: 3 clusters Score -4042259 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4042461.000000 Penalty: 5202.347168
	Iteration 19Q: 3 clusters Score -4042461 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -4042674.750000 Penalty: 5202.347168
	Iteration 20F: 3 clusters Score -4042675 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4042890.500000 Penalty: 5202.347168
	Iteration 21Q: 3 clusters Score -4042890 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4043056.000000 Penalty: 5202.347168
	Iteration 22Q: 3 clusters Score -4043056 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4043228.750000 Penalty: 5202.347168
	Iteration 23Q: 3 clusters Score -4043229 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4043377.500000 Penalty: 5202.347168
	Iteration 24Q: 3 clusters Score -4043378 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4043538.500000 Penalty: 5202.347168
	Iteration 25Q: 3 clusters Score -4043538 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4043708.000000 Penalty: 5202.347168
	Iteration 26Q: 3 clusters Score -4043708 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4043845.750000 Penalty: 5202.347168
	Iteration 27Q: 3 clusters Score -4043846 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4044009.500000 Penalty: 5202.347168
	Iteration 28Q: 3 clusters Score -4044010 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4044181.250000 Penalty: 5202.347168
	Iteration 29Q: 3 clusters Score -4044181 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4044352.250000 Penalty: 5202.347168
	Iteration 30Q: 3 clusters Score -4044352 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4044535.500000 Penalty: 5202.347168
	Iteration 31Q: 3 clusters Score -4044536 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4044733.250000 Penalty: 5202.347168
	Iteration 32Q: 3 clusters Score -4044733 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4044926.750000 Penalty: 5202.347168
	Iteration 33Q: 3 clusters Score -4044927 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4045149.250000 Penalty: 5202.347168
	Iteration 34Q: 3 clusters Score -4045149 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4045391.250000 Penalty: 5202.347168
	Iteration 35Q: 3 clusters Score -4045391 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4045663.250000 Penalty: 5202.347168
	Iteration 36Q: 3 clusters Score -4045663 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4045909.250000 Penalty: 5202.347168
	Iteration 37Q: 3 clusters Score -4045909 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4046063.250000 Penalty: 5202.347168
	Iteration 38Q: 3 clusters Score -4046063 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4046185.000000 Penalty: 5202.347168
	Iteration 39Q: 3 clusters Score -4046185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4046248.750000 Penalty: 5202.347168
	Iteration 40F: 3 clusters Score -4046249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4046282.000000 Penalty: 5202.347168
	Iteration 41Q: 3 clusters Score -4046282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4046313.250000 Penalty: 5202.347168
	Iteration 42Q: 3 clusters Score -4046313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4046326.500000 Penalty: 5202.347168
	Iteration 43Q: 3 clusters Score -4046326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4046325.250000 Penalty: 5202.347168
	Iteration 44Q: 3 clusters Score -4046325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4046335.750000 Penalty: 5202.347168
	Iteration 45Q: 3 clusters Score -4046336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4046331.000000 Penalty: 5202.347168
	Iteration 46Q: 3 clusters Score -4046331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4046337.750000 Penalty: 5202.347168
	Iteration 47Q: 3 clusters Score -4046338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4046334.250000 Penalty: 5202.347168
	Iteration 48Q: 3 clusters Score -4046334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4046340.000000 Penalty: 5202.347168
	Iteration 49Q: 3 clusters Score -4046340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4046345.250000 Penalty: 5202.347168
	Iteration 50Q: 3 clusters Score -4046345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4046350.000000 Penalty: 5202.347168
	Iteration 51Q: 3 clusters Score -4046350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -4046352.750000 Penalty: 5202.347168
	Iteration 52Q: 3 clusters Score -4046353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4046351.250000 Penalty: 5202.347168
	Iteration 53Q: 3 clusters Score -4046351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4046356.250000 Penalty: 5202.347168
	Iteration 54Q: 3 clusters Score -4046356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4046352.250000 Penalty: 5202.347168
	Iteration 55Q: 3 clusters Score -4046352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4046348.500000 Penalty: 5202.347168
	Iteration 56Q: 3 clusters Score -4046348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4046350.000000 Penalty: 5202.347168
	Iteration 57Q: 3 clusters Score -4046350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4046349.250000 Penalty: 5202.347168
	Iteration 58Q: 3 clusters Score -4046349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4046349.250000 Penalty: 5202.347168
	Iteration 59F: 3 clusters Score -4046349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Entering Unmasked Estep 
Score: -211942432.000000 Penalty: 183247.562500
Splitting cluster 21 changes total score from -211900400.000000 to -211942432.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (43217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Entering Unmasked Estep 
Score: -4704138.000000 Penalty: 2647.149414
	Iteration 0F: 2 clusters Score -4704138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4674962.500000 Penalty: 5294.298828
	Iteration 0F: 3 clusters Score -4674962 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4686494.500000 Penalty: 5294.298828
	Iteration 1F: 3 clusters Score -4686494 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4687956.500000 Penalty: 5294.298828
	Iteration 2F: 3 clusters Score -4687956 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4690180.500000 Penalty: 5294.298828
	Iteration 3F: 3 clusters Score -4690180 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4692868.500000 Penalty: 5294.298828
	Iteration 4F: 3 clusters Score -4692868 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4695294.500000 Penalty: 5294.298828
	Iteration 5F: 3 clusters Score -4695294 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4697133.000000 Penalty: 5294.298828
	Iteration 6F: 3 clusters Score -4697133 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4698505.500000 Penalty: 5294.298828
	Iteration 7F: 3 clusters Score -4698506 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4699472.000000 Penalty: 5294.298828
	Iteration 8Q: 3 clusters Score -4699472 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4700096.500000 Penalty: 5294.298828
	Iteration 9Q: 3 clusters Score -4700096 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4700550.000000 Penalty: 5294.298828
	Iteration 10Q: 3 clusters Score -4700550 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -4700926.000000 Penalty: 5294.298828
	Iteration 11Q: 3 clusters Score -4700926 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4701182.000000 Penalty: 5294.298828
	Iteration 12Q: 3 clusters Score -4701182 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4701398.000000 Penalty: 5294.298828
	Iteration 13Q: 3 clusters Score -4701398 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4701632.500000 Penalty: 5294.298828
	Iteration 14Q: 3 clusters Score -4701632 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4701885.500000 Penalty: 5294.298828
	Iteration 15Q: 3 clusters Score -4701886 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4702143.000000 Penalty: 5294.298828
	Iteration 16Q: 3 clusters Score -4702143 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4702468.500000 Penalty: 5294.298828
	Iteration 17Q: 3 clusters Score -4702468 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4702834.500000 Penalty: 5294.298828
	Iteration 18Q: 3 clusters Score -4702834 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4703169.500000 Penalty: 5294.298828
	Iteration 19Q: 3 clusters Score -4703170 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4703537.000000 Penalty: 5294.298828
	Iteration 20F: 3 clusters Score -4703537 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4703919.500000 Penalty: 5294.298828
	Iteration 21Q: 3 clusters Score -4703920 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4704299.000000 Penalty: 5294.298828
	Iteration 22Q: 3 clusters Score -4704299 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4704608.000000 Penalty: 5294.298828
	Iteration 23Q: 3 clusters Score -4704608 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4704885.500000 Penalty: 5294.298828
	Iteration 24Q: 3 clusters Score -4704886 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4705145.500000 Penalty: 5294.298828
	Iteration 25Q: 3 clusters Score -4705146 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4705331.000000 Penalty: 5294.298828
	Iteration 26Q: 3 clusters Score -4705331 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4705504.500000 Penalty: 5294.298828
	Iteration 27Q: 3 clusters Score -4705504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -4705651.500000 Penalty: 5294.298828
	Iteration 28Q: 3 clusters Score -4705652 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4705793.000000 Penalty: 5294.298828
	Iteration 29Q: 3 clusters Score -4705793 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4705887.000000 Penalty: 5294.298828
	Iteration 30Q: 3 clusters Score -4705887 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4705949.500000 Penalty: 5294.298828
	Iteration 31Q: 3 clusters Score -4705950 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4706030.000000 Penalty: 5294.298828
	Iteration 32Q: 3 clusters Score -4706030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4706087.000000 Penalty: 5294.298828
	Iteration 33Q: 3 clusters Score -4706087 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4706154.000000 Penalty: 5294.298828
	Iteration 34Q: 3 clusters Score -4706154 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4706185.500000 Penalty: 5294.298828
	Iteration 35Q: 3 clusters Score -4706186 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4706255.000000 Penalty: 5294.298828
	Iteration 36Q: 3 clusters Score -4706255 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4706294.500000 Penalty: 5294.298828
	Iteration 37Q: 3 clusters Score -4706294 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4706327.500000 Penalty: 5294.298828
	Iteration 38Q: 3 clusters Score -4706328 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4706342.500000 Penalty: 5294.298828
	Iteration 39Q: 3 clusters Score -4706342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4706358.000000 Penalty: 5294.298828
	Iteration 40F: 3 clusters Score -4706358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4706373.500000 Penalty: 5294.298828
	Iteration 41Q: 3 clusters Score -4706374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4706399.500000 Penalty: 5294.298828
	Iteration 42Q: 3 clusters Score -4706400 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4706412.500000 Penalty: 5294.298828
	Iteration 43Q: 3 clusters Score -4706412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4706428.500000 Penalty: 5294.298828
	Iteration 44Q: 3 clusters Score -4706428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4706468.000000 Penalty: 5294.298828
	Iteration 45Q: 3 clusters Score -4706468 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4706513.500000 Penalty: 5294.298828
	Iteration 46Q: 3 clusters Score -4706514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4706594.000000 Penalty: 5294.298828
	Iteration 47Q: 3 clusters Score -4706594 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4706641.000000 Penalty: 5294.298828
	Iteration 48Q: 3 clusters Score -4706641 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4706737.000000 Penalty: 5294.298828
	Iteration 49Q: 3 clusters Score -4706737 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4706883.000000 Penalty: 5294.298828
	Iteration 50Q: 3 clusters Score -4706883 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4707033.500000 Penalty: 5294.298828
	Iteration 51Q: 3 clusters Score -4707034 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4707250.500000 Penalty: 5294.298828
	Iteration 52Q: 3 clusters Score -4707250 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4707363.000000 Penalty: 5294.298828
	Iteration 53Q: 3 clusters Score -4707363 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4707448.500000 Penalty: 5294.298828
	Iteration 54Q: 3 clusters Score -4707448 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4707517.500000 Penalty: 5294.298828
	Iteration 55Q: 3 clusters Score -4707518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4707597.000000 Penalty: 5294.298828
	Iteration 56Q: 3 clusters Score -4707597 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4707640.000000 Penalty: 5294.298828
	Iteration 57Q: 3 clusters Score -4707640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4707692.500000 Penalty: 5294.298828
	Iteration 58Q: 3 clusters Score -4707692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4707721.000000 Penalty: 5294.298828
	Iteration 59Q: 3 clusters Score -4707721 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4707758.000000 Penalty: 5294.298828
	Iteration 60F: 3 clusters Score -4707758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -4707808.000000 Penalty: 5294.298828
	Iteration 61Q: 3 clusters Score -4707808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4707835.500000 Penalty: 5294.298828
	Iteration 62Q: 3 clusters Score -4707836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4707871.000000 Penalty: 5294.298828
	Iteration 63Q: 3 clusters Score -4707871 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4707876.500000 Penalty: 5294.298828
	Iteration 64Q: 3 clusters Score -4707876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4707891.000000 Penalty: 5294.298828
	Iteration 65Q: 3 clusters Score -4707891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4707903.000000 Penalty: 5294.298828
	Iteration 66Q: 3 clusters Score -4707903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4707901.000000 Penalty: 5294.298828
	Iteration 67Q: 3 clusters Score -4707901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4707910.000000 Penalty: 5294.298828
	Iteration 68Q: 3 clusters Score -4707910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4707898.000000 Penalty: 5294.298828
	Iteration 69Q: 3 clusters Score -4707898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4707901.000000 Penalty: 5294.298828
	Iteration 70Q: 3 clusters Score -4707901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -4707895.000000 Penalty: 5294.298828
	Iteration 71Q: 3 clusters Score -4707895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4707894.000000 Penalty: 5294.298828
	Iteration 72Q: 3 clusters Score -4707894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4707896.500000 Penalty: 5294.298828
	Iteration 73Q: 3 clusters Score -4707896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4707899.000000 Penalty: 5294.298828
	Iteration 74Q: 3 clusters Score -4707899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4707898.500000 Penalty: 5294.298828
	Iteration 75Q: 3 clusters Score -4707898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4707897.000000 Penalty: 5294.298828
	Iteration 76Q: 3 clusters Score -4707897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4707902.000000 Penalty: 5294.298828
	Iteration 77Q: 3 clusters Score -4707902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4707903.000000 Penalty: 5294.298828
	Iteration 78Q: 3 clusters Score -4707903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4707905.500000 Penalty: 5294.298828
	Iteration 79Q: 3 clusters Score -4707906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4707901.500000 Penalty: 5294.298828
	Iteration 80F: 3 clusters Score -4707902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Entering Unmasked Estep 
Score: -211943136.000000 Penalty: 186840.656250
Splitting cluster 22 changes total score from -211900400.000000 to -211943136.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (143485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Entering Unmasked Estep 
Score: -16559505.000000 Penalty: 2944.748535
	Iteration 0F: 2 clusters Score -1.65595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -16463293.000000 Penalty: 5889.497070
	Iteration 0F: 3 clusters Score -1.646329e+07 nChanged 68762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -16503060.000000 Penalty: 5889.497070
	Iteration 1F: 3 clusters Score -1.650306e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -16504061.000000 Penalty: 5889.497070
	Iteration 2Q: 3 clusters Score -1.650406e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -16505123.000000 Penalty: 5889.497070
	Iteration 3Q: 3 clusters Score -1.650512e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -16506451.000000 Penalty: 5889.497070
	Iteration 4Q: 3 clusters Score -1.650645e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -16507951.000000 Penalty: 5889.497070
	Iteration 5Q: 3 clusters Score -1.650795e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -16509858.000000 Penalty: 5889.497070
	Iteration 6Q: 3 clusters Score -1.650986e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -16512509.000000 Penalty: 5889.497070
	Iteration 7Q: 3 clusters Score -1.651251e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -16516607.000000 Penalty: 5889.497070
	Iteration 8Q: 3 clusters Score -1.651661e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -16522150.000000 Penalty: 5889.497070
	Iteration 9F: 3 clusters Score -1.652215e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -16527900.000000 Penalty: 5889.497070
	Iteration 10F: 3 clusters Score -1.65279e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -16531598.000000 Penalty: 5889.497070
	Iteration 11F: 3 clusters Score -1.65316e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -16533187.000000 Penalty: 5889.497070
	Iteration 12Q: 3 clusters Score -1.653319e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -16533910.000000 Penalty: 5889.497070
	Iteration 13Q: 3 clusters Score -1.653391e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -16534377.000000 Penalty: 5889.497070
	Iteration 14Q: 3 clusters Score -1.653438e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94207 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -16534857.000000 Penalty: 5889.497070
	Iteration 15Q: 3 clusters Score -1.653486e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -16535464.000000 Penalty: 5889.497070
	Iteration 16Q: 3 clusters Score -1.653546e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -16535969.000000 Penalty: 5889.497070
	Iteration 17Q: 3 clusters Score -1.653597e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -16536620.000000 Penalty: 5889.497070
	Iteration 18Q: 3 clusters Score -1.653662e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -16537403.000000 Penalty: 5889.497070
	Iteration 19Q: 3 clusters Score -1.65374e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -16538257.000000 Penalty: 5889.497070
	Iteration 20F: 3 clusters Score -1.653826e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -16539122.000000 Penalty: 5889.497070
	Iteration 21Q: 3 clusters Score -1.653912e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -16540056.000000 Penalty: 5889.497070
	Iteration 22Q: 3 clusters Score -1.654006e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113172 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -16541032.000000 Penalty: 5889.497070
	Iteration 23Q: 3 clusters Score -1.654103e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -16542019.000000 Penalty: 5889.497070
	Iteration 24Q: 3 clusters Score -1.654202e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118560 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -16542958.000000 Penalty: 5889.497070
	Iteration 25Q: 3 clusters Score -1.654296e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121272 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -16544254.000000 Penalty: 5889.497070
	Iteration 26Q: 3 clusters Score -1.654425e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -16545534.000000 Penalty: 5889.497070
	Iteration 27Q: 3 clusters Score -1.654553e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126664 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -16546884.000000 Penalty: 5889.497070
	Iteration 28Q: 3 clusters Score -1.654688e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129273 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -16548373.000000 Penalty: 5889.497070
	Iteration 29Q: 3 clusters Score -1.654837e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131678 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -16549766.000000 Penalty: 5889.497070
	Iteration 30Q: 3 clusters Score -1.654977e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -16551162.000000 Penalty: 5889.497070
	Iteration 31Q: 3 clusters Score -1.655116e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -16552526.000000 Penalty: 5889.497070
	Iteration 32Q: 3 clusters Score -1.655253e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -16553717.000000 Penalty: 5889.497070
	Iteration 33Q: 3 clusters Score -1.655372e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -16554626.000000 Penalty: 5889.497070
	Iteration 34Q: 3 clusters Score -1.655463e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -16555298.000000 Penalty: 5889.497070
	Iteration 35Q: 3 clusters Score -1.65553e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140618 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -16555806.000000 Penalty: 5889.497070
	Iteration 36Q: 3 clusters Score -1.655581e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -16556227.000000 Penalty: 5889.497070
	Iteration 37Q: 3 clusters Score -1.655623e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -16556502.000000 Penalty: 5889.497070
	Iteration 38Q: 3 clusters Score -1.65565e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -16556704.000000 Penalty: 5889.497070
	Iteration 39Q: 3 clusters Score -1.65567e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16556842.000000 Penalty: 5889.497070
	Iteration 40F: 3 clusters Score -1.655684e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16556947.000000 Penalty: 5889.497070
	Iteration 41Q: 3 clusters Score -1.655695e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142147 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16557028.000000 Penalty: 5889.497070
	Iteration 42Q: 3 clusters Score -1.655703e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16557088.000000 Penalty: 5889.497070
	Iteration 43Q: 3 clusters Score -1.655709e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -16557154.000000 Penalty: 5889.497070
	Iteration 44Q: 3 clusters Score -1.655715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142304 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16557207.000000 Penalty: 5889.497070
	Iteration 45Q: 3 clusters Score -1.655721e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16557234.000000 Penalty: 5889.497070
	Iteration 46Q: 3 clusters Score -1.655723e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -16557264.000000 Penalty: 5889.497070
	Iteration 47Q: 3 clusters Score -1.655726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16557278.000000 Penalty: 5889.497070
	Iteration 48Q: 3 clusters Score -1.655728e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16557307.000000 Penalty: 5889.497070
	Iteration 49Q: 3 clusters Score -1.655731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142397 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16557321.000000 Penalty: 5889.497070
	Iteration 50Q: 3 clusters Score -1.655732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16557344.000000 Penalty: 5889.497070
	Iteration 51Q: 3 clusters Score -1.655734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16557348.000000 Penalty: 5889.497070
	Iteration 52Q: 3 clusters Score -1.655735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16557335.000000 Penalty: 5889.497070
	Iteration 53Q: 3 clusters Score -1.655734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16557356.000000 Penalty: 5889.497070
	Iteration 54Q: 3 clusters Score -1.655736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16557347.000000 Penalty: 5889.497070
	Iteration 55Q: 3 clusters Score -1.655735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142400 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -16557358.000000 Penalty: 5889.497070
	Iteration 56Q: 3 clusters Score -1.655736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16557392.000000 Penalty: 5889.497070
	Iteration 57Q: 3 clusters Score -1.655739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16557388.000000 Penalty: 5889.497070
	Iteration 58Q: 3 clusters Score -1.655739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16557388.000000 Penalty: 5889.497070
	Iteration 59Q: 3 clusters Score -1.655739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142391 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16557391.000000 Penalty: 5889.497070
	Iteration 60F: 3 clusters Score -1.655739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16557394.000000 Penalty: 5889.497070
	Iteration 61Q: 3 clusters Score -1.655739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16557393.000000 Penalty: 5889.497070
	Iteration 62Q: 3 clusters Score -1.655739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16557399.000000 Penalty: 5889.497070
	Iteration 63Q: 3 clusters Score -1.65574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16557394.000000 Penalty: 5889.497070
	Iteration 64Q: 3 clusters Score -1.655739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16557383.000000 Penalty: 5889.497070
	Iteration 65Q: 3 clusters Score -1.655738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142380 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16557391.000000 Penalty: 5889.497070
	Iteration 66Q: 3 clusters Score -1.655739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16557399.000000 Penalty: 5889.497070
	Iteration 67Q: 3 clusters Score -1.65574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16557402.000000 Penalty: 5889.497070
	Iteration 68Q: 3 clusters Score -1.65574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16557412.000000 Penalty: 5889.497070
	Iteration 69Q: 3 clusters Score -1.655741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16557402.000000 Penalty: 5889.497070
	Iteration 70Q: 3 clusters Score -1.65574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16557406.000000 Penalty: 5889.497070
	Iteration 71Q: 3 clusters Score -1.655741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16557406.000000 Penalty: 5889.497070
	Iteration 72F: 3 clusters Score -1.655741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -918544.875000 Penalty: 2247.710205
	Iteration 0F: 2 clusters Score -918544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -911960.875000 Penalty: 4495.420410
	Iteration 0F: 3 clusters Score -911960.9 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -915070.000000 Penalty: 4495.420410
	Iteration 1F: 3 clusters Score -915070 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -917507.062500 Penalty: 4495.420410
	Iteration 2F: 3 clusters Score -917507.1 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -919625.875000 Penalty: 4495.420410
	Iteration 3F: 3 clusters Score -919625.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -920477.750000 Penalty: 4495.420410
	Iteration 4F: 3 clusters Score -920477.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -920764.000000 Penalty: 4495.420410
	Iteration 5Q: 3 clusters Score -920764 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -920901.937500 Penalty: 4495.420410
	Iteration 6Q: 3 clusters Score -920901.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -920995.125000 Penalty: 4495.420410
	Iteration 7Q: 3 clusters Score -920995.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -921051.812500 Penalty: 4495.420410
	Iteration 8Q: 3 clusters Score -921051.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -921087.062500 Penalty: 4495.420410
	Iteration 9Q: 3 clusters Score -921087.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -921113.812500 Penalty: 4495.420410
	Iteration 10Q: 3 clusters Score -921113.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -921127.125000 Penalty: 4495.420410
	Iteration 11Q: 3 clusters Score -921127.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -921132.750000 Penalty: 4495.420410
	Iteration 12Q: 3 clusters Score -921132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -921136.000000 Penalty: 4495.420410
	Iteration 13Q: 3 clusters Score -921136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -921138.437500 Penalty: 4495.420410
	Iteration 14Q: 3 clusters Score -921138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -921138.937500 Penalty: 4495.420410
	Iteration 15Q: 3 clusters Score -921138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -921138.937500 Penalty: 4495.420410
	Iteration 16Q: 3 clusters Score -921138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -921138.437500 Penalty: 4495.420410
	Iteration 17Q: 3 clusters Score -921138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -921140.750000 Penalty: 4495.420410
	Iteration 18Q: 3 clusters Score -921140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -921140.750000 Penalty: 4495.420410
	Iteration 19F: 3 clusters Score -921140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Entering Unmasked Estep 
Score: -211946240.000000 Penalty: 190433.750000
Splitting cluster 24 changes total score from -211900400.000000 to -211946240.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 25 (46514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Entering Unmasked Estep 
Score: -4707998.000000 Penalty: 2665.382324
	Iteration 0F: 2 clusters Score -4707998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4676528.500000 Penalty: 5330.764648
	Iteration 0F: 3 clusters Score -4676528 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4691247.000000 Penalty: 5330.764648
	Iteration 1F: 3 clusters Score -4691247 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4696225.500000 Penalty: 5330.764648
	Iteration 2F: 3 clusters Score -4696226 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4701230.000000 Penalty: 5330.764648
	Iteration 3F: 3 clusters Score -4701230 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4704248.500000 Penalty: 5330.764648
	Iteration 4F: 3 clusters Score -4704248 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4705577.500000 Penalty: 5330.764648
	Iteration 5F: 3 clusters Score -4705578 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4706140.500000 Penalty: 5330.764648
	Iteration 6Q: 3 clusters Score -4706140 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4706445.000000 Penalty: 5330.764648
	Iteration 7Q: 3 clusters Score -4706445 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4706562.500000 Penalty: 5330.764648
	Iteration 8Q: 3 clusters Score -4706562 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4706703.000000 Penalty: 5330.764648
	Iteration 9Q: 3 clusters Score -4706703 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4706784.000000 Penalty: 5330.764648
	Iteration 10Q: 3 clusters Score -4706784 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4706859.000000 Penalty: 5330.764648
	Iteration 11Q: 3 clusters Score -4706859 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4706943.500000 Penalty: 5330.764648
	Iteration 12Q: 3 clusters Score -4706944 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4707028.500000 Penalty: 5330.764648
	Iteration 13Q: 3 clusters Score -4707028 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4707111.000000 Penalty: 5330.764648
	Iteration 14Q: 3 clusters Score -4707111 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4707187.500000 Penalty: 5330.764648
	Iteration 15Q: 3 clusters Score -4707188 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4707279.000000 Penalty: 5330.764648
	Iteration 16Q: 3 clusters Score -4707279 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4707366.500000 Penalty: 5330.764648
	Iteration 17Q: 3 clusters Score -4707366 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4707473.500000 Penalty: 5330.764648
	Iteration 18Q: 3 clusters Score -4707474 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4707595.500000 Penalty: 5330.764648
	Iteration 19Q: 3 clusters Score -4707596 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4707699.500000 Penalty: 5330.764648
	Iteration 20F: 3 clusters Score -4707700 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4707849.000000 Penalty: 5330.764648
	Iteration 21Q: 3 clusters Score -4707849 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4707971.500000 Penalty: 5330.764648
	Iteration 22Q: 3 clusters Score -4707972 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -4708129.500000 Penalty: 5330.764648
	Iteration 23Q: 3 clusters Score -4708130 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4708280.500000 Penalty: 5330.764648
	Iteration 24Q: 3 clusters Score -4708280 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4708438.500000 Penalty: 5330.764648
	Iteration 25Q: 3 clusters Score -4708438 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4708659.000000 Penalty: 5330.764648
	Iteration 26Q: 3 clusters Score -4708659 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4708845.500000 Penalty: 5330.764648
	Iteration 27Q: 3 clusters Score -4708846 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4709058.500000 Penalty: 5330.764648
	Iteration 28Q: 3 clusters Score -4709058 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -4709229.500000 Penalty: 5330.764648
	Iteration 29Q: 3 clusters Score -4709230 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4709394.000000 Penalty: 5330.764648
	Iteration 30Q: 3 clusters Score -4709394 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4709494.000000 Penalty: 5330.764648
	Iteration 31Q: 3 clusters Score -4709494 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4709643.500000 Penalty: 5330.764648
	Iteration 32Q: 3 clusters Score -4709644 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4709756.000000 Penalty: 5330.764648
	Iteration 33Q: 3 clusters Score -4709756 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4709939.000000 Penalty: 5330.764648
	Iteration 34Q: 3 clusters Score -4709939 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4710065.000000 Penalty: 5330.764648
	Iteration 35Q: 3 clusters Score -4710065 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -4710172.000000 Penalty: 5330.764648
	Iteration 36Q: 3 clusters Score -4710172 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4710260.500000 Penalty: 5330.764648
	Iteration 37Q: 3 clusters Score -4710260 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4710383.500000 Penalty: 5330.764648
	Iteration 38Q: 3 clusters Score -4710384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4710436.000000 Penalty: 5330.764648
	Iteration 39Q: 3 clusters Score -4710436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -4710508.500000 Penalty: 5330.764648
	Iteration 40F: 3 clusters Score -4710508 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4710543.000000 Penalty: 5330.764648
	Iteration 41Q: 3 clusters Score -4710543 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4710595.000000 Penalty: 5330.764648
	Iteration 42Q: 3 clusters Score -4710595 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4710617.500000 Penalty: 5330.764648
	Iteration 43Q: 3 clusters Score -4710618 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4710670.000000 Penalty: 5330.764648
	Iteration 44Q: 3 clusters Score -4710670 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4710714.500000 Penalty: 5330.764648
	Iteration 45Q: 3 clusters Score -4710714 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4710748.500000 Penalty: 5330.764648
	Iteration 46Q: 3 clusters Score -4710748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4710802.500000 Penalty: 5330.764648
	Iteration 47Q: 3 clusters Score -4710802 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4710846.500000 Penalty: 5330.764648
	Iteration 48Q: 3 clusters Score -4710846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4710905.500000 Penalty: 5330.764648
	Iteration 49Q: 3 clusters Score -4710906 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4710976.500000 Penalty: 5330.764648
	Iteration 50Q: 3 clusters Score -4710976 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4711111.000000 Penalty: 5330.764648
	Iteration 51Q: 3 clusters Score -4711111 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4711369.000000 Penalty: 5330.764648
	Iteration 52Q: 3 clusters Score -4711369 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4711771.500000 Penalty: 5330.764648
	Iteration 53Q: 3 clusters Score -4711772 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4712058.500000 Penalty: 5330.764648
	Iteration 54Q: 3 clusters Score -4712058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4712152.500000 Penalty: 5330.764648
	Iteration 55Q: 3 clusters Score -4712152 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4712198.500000 Penalty: 5330.764648
	Iteration 56Q: 3 clusters Score -4712198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4712221.500000 Penalty: 5330.764648
	Iteration 57Q: 3 clusters Score -4712222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4712232.500000 Penalty: 5330.764648
	Iteration 58Q: 3 clusters Score -4712232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4712236.500000 Penalty: 5330.764648
	Iteration 59Q: 3 clusters Score -4712236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4712246.500000 Penalty: 5330.764648
	Iteration 60F: 3 clusters Score -4712246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4712244.000000 Penalty: 5330.764648
	Iteration 61Q: 3 clusters Score -4712244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4712242.000000 Penalty: 5330.764648
	Iteration 62Q: 3 clusters Score -4712242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4712231.000000 Penalty: 5330.764648
	Iteration 63Q: 3 clusters Score -4712231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4712236.000000 Penalty: 5330.764648
	Iteration 64Q: 3 clusters Score -4712236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4712245.000000 Penalty: 5330.764648
	Iteration 65Q: 3 clusters Score -4712245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4712253.500000 Penalty: 5330.764648
	Iteration 66Q: 3 clusters Score -4712254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4712262.000000 Penalty: 5330.764648
	Iteration 67Q: 3 clusters Score -4712262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4712259.500000 Penalty: 5330.764648
	Iteration 68Q: 3 clusters Score -4712260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4712251.500000 Penalty: 5330.764648
	Iteration 69Q: 3 clusters Score -4712252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4712251.500000 Penalty: 5330.764648
	Iteration 70Q: 3 clusters Score -4712252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4712250.000000 Penalty: 5330.764648
	Iteration 71Q: 3 clusters Score -4712250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4712250.500000 Penalty: 5330.764648
	Iteration 72Q: 3 clusters Score -4712250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4712258.500000 Penalty: 5330.764648
	Iteration 73Q: 3 clusters Score -4712258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4712258.500000 Penalty: 5330.764648
	Iteration 74Q: 3 clusters Score -4712258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4712259.000000 Penalty: 5330.764648
	Iteration 75Q: 3 clusters Score -4712259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4712268.000000 Penalty: 5330.764648
	Iteration 76Q: 3 clusters Score -4712268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4712268.500000 Penalty: 5330.764648
	Iteration 77Q: 3 clusters Score -4712268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4712263.000000 Penalty: 5330.764648
	Iteration 78Q: 3 clusters Score -4712263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4712267.000000 Penalty: 5330.764648
	Iteration 79Q: 3 clusters Score -4712267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -4712263.500000 Penalty: 5330.764648
	Iteration 80F: 3 clusters Score -4712264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4712268.500000 Penalty: 5330.764648
	Iteration 81Q: 3 clusters Score -4712268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4712276.000000 Penalty: 5330.764648
	Iteration 82Q: 3 clusters Score -4712276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4712273.500000 Penalty: 5330.764648
	Iteration 83Q: 3 clusters Score -4712274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4712273.000000 Penalty: 5330.764648
	Iteration 84Q: 3 clusters Score -4712273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -4712285.500000 Penalty: 5330.764648
	Iteration 85Q: 3 clusters Score -4712286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4712281.500000 Penalty: 5330.764648
	Iteration 86Q: 3 clusters Score -4712282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4712284.500000 Penalty: 5330.764648
	Iteration 87Q: 3 clusters Score -4712284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4712284.500000 Penalty: 5330.764648
	Iteration 88F: 3 clusters Score -4712284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 34324 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Entering Unmasked Estep 
Score: -211949872.000000 Penalty: 194026.828125
Splitting cluster 25 changes total score from -211900400.000000 to -211949872.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 26 (34324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Entering Unmasked Estep 
Score: -3932061.500000 Penalty: 2590.012695
	Iteration 0F: 2 clusters Score -3932062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3908500.500000 Penalty: 5180.025391
	Iteration 0F: 3 clusters Score -3908500 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3917478.000000 Penalty: 5180.025391
	Iteration 1F: 3 clusters Score -3917478 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3918533.250000 Penalty: 5180.025391
	Iteration 2F: 3 clusters Score -3918533 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3920100.250000 Penalty: 5180.025391
	Iteration 3F: 3 clusters Score -3920100 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3922513.750000 Penalty: 5180.025391
	Iteration 4F: 3 clusters Score -3922514 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3925599.500000 Penalty: 5180.025391
	Iteration 5F: 3 clusters Score -3925600 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3928341.500000 Penalty: 5180.025391
	Iteration 6F: 3 clusters Score -3928342 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3930411.250000 Penalty: 5180.025391
	Iteration 7F: 3 clusters Score -3930411 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3931626.250000 Penalty: 5180.025391
	Iteration 8Q: 3 clusters Score -3931626 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3932280.750000 Penalty: 5180.025391
	Iteration 9Q: 3 clusters Score -3932281 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3932650.250000 Penalty: 5180.025391
	Iteration 10Q: 3 clusters Score -3932650 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3932882.000000 Penalty: 5180.025391
	Iteration 11Q: 3 clusters Score -3932882 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3933047.750000 Penalty: 5180.025391
	Iteration 12Q: 3 clusters Score -3933048 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3933143.500000 Penalty: 5180.025391
	Iteration 13Q: 3 clusters Score -3933144 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3933228.250000 Penalty: 5180.025391
	Iteration 14Q: 3 clusters Score -3933228 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3933269.250000 Penalty: 5180.025391
	Iteration 15Q: 3 clusters Score -3933269 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3933278.500000 Penalty: 5180.025391
	Iteration 16Q: 3 clusters Score -3933278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3933312.250000 Penalty: 5180.025391
	Iteration 17Q: 3 clusters Score -3933312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3933323.750000 Penalty: 5180.025391
	Iteration 18Q: 3 clusters Score -3933324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3933339.000000 Penalty: 5180.025391
	Iteration 19Q: 3 clusters Score -3933339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3933347.250000 Penalty: 5180.025391
	Iteration 20F: 3 clusters Score -3933347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3933352.500000 Penalty: 5180.025391
	Iteration 21Q: 3 clusters Score -3933352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3933351.750000 Penalty: 5180.025391
	Iteration 22Q: 3 clusters Score -3933352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3933358.750000 Penalty: 5180.025391
	Iteration 23Q: 3 clusters Score -3933359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3933365.500000 Penalty: 5180.025391
	Iteration 24Q: 3 clusters Score -3933366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3933362.750000 Penalty: 5180.025391
	Iteration 25Q: 3 clusters Score -3933363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3933352.000000 Penalty: 5180.025391
	Iteration 26Q: 3 clusters Score -3933352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3933353.000000 Penalty: 5180.025391
	Iteration 27Q: 3 clusters Score -3933353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3933349.750000 Penalty: 5180.025391
	Iteration 28Q: 3 clusters Score -3933350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3933352.000000 Penalty: 5180.025391
	Iteration 29Q: 3 clusters Score -3933352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3933354.250000 Penalty: 5180.025391
	Iteration 30Q: 3 clusters Score -3933354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3933354.500000 Penalty: 5180.025391
	Iteration 31Q: 3 clusters Score -3933354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3933354.000000 Penalty: 5180.025391
	Iteration 32Q: 3 clusters Score -3933354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3933355.250000 Penalty: 5180.025391
	Iteration 33Q: 3 clusters Score -3933355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3933355.250000 Penalty: 5180.025391
	Iteration 34F: 3 clusters Score -3933355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Entering Unmasked Estep 
Score: -211949904.000000 Penalty: 197619.921875
Splitting cluster 26 changes total score from -211900400.000000 to -211949904.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 27 (24147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Entering Unmasked Estep 
Score: -2381523.500000 Penalty: 2502.794922
	Iteration 0F: 2 clusters Score -2381524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2364882.750000 Penalty: 5005.589844
	Iteration 0F: 3 clusters Score -2364883 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2372418.500000 Penalty: 5005.589844
	Iteration 1F: 3 clusters Score -2372418 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2375254.500000 Penalty: 5005.589844
	Iteration 2F: 3 clusters Score -2375254 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2378097.750000 Penalty: 5005.589844
	Iteration 3F: 3 clusters Score -2378098 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2380571.000000 Penalty: 5005.589844
	Iteration 4F: 3 clusters Score -2380571 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2382815.750000 Penalty: 5005.589844
	Iteration 5F: 3 clusters Score -2382816 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2384816.750000 Penalty: 5005.589844
	Iteration 6F: 3 clusters Score -2384817 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2385983.000000 Penalty: 5005.589844
	Iteration 7F: 3 clusters Score -2385983 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2386497.250000 Penalty: 5005.589844
	Iteration 8Q: 3 clusters Score -2386497 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2386744.250000 Penalty: 5005.589844
	Iteration 9Q: 3 clusters Score -2386744 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2386897.000000 Penalty: 5005.589844
	Iteration 10Q: 3 clusters Score -2386897 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2386994.250000 Penalty: 5005.589844
	Iteration 11Q: 3 clusters Score -2386994 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2387045.000000 Penalty: 5005.589844
	Iteration 12Q: 3 clusters Score -2387045 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2387075.000000 Penalty: 5005.589844
	Iteration 13Q: 3 clusters Score -2387075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2387109.500000 Penalty: 5005.589844
	Iteration 14Q: 3 clusters Score -2387110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2387123.250000 Penalty: 5005.589844
	Iteration 15Q: 3 clusters Score -2387123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2387135.750000 Penalty: 5005.589844
	Iteration 16Q: 3 clusters Score -2387136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2387138.000000 Penalty: 5005.589844
	Iteration 17Q: 3 clusters Score -2387138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2387136.500000 Penalty: 5005.589844
	Iteration 18Q: 3 clusters Score -2387136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2387140.000000 Penalty: 5005.589844
	Iteration 19Q: 3 clusters Score -2387140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2387144.250000 Penalty: 5005.589844
	Iteration 20F: 3 clusters Score -2387144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2387152.250000 Penalty: 5005.589844
	Iteration 21Q: 3 clusters Score -2387152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2387152.750000 Penalty: 5005.589844
	Iteration 22Q: 3 clusters Score -2387153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2387157.250000 Penalty: 5005.589844
	Iteration 23Q: 3 clusters Score -2387157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2387163.000000 Penalty: 5005.589844
	Iteration 24Q: 3 clusters Score -2387163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2387159.500000 Penalty: 5005.589844
	Iteration 25Q: 3 clusters Score -2387160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2387168.250000 Penalty: 5005.589844
	Iteration 26Q: 3 clusters Score -2387168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2387165.000000 Penalty: 5005.589844
	Iteration 27Q: 3 clusters Score -2387165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2387167.250000 Penalty: 5005.589844
	Iteration 28Q: 3 clusters Score -2387167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2387164.750000 Penalty: 5005.589844
	Iteration 29Q: 3 clusters Score -2387165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2387169.250000 Penalty: 5005.589844
	Iteration 30Q: 3 clusters Score -2387169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2387173.000000 Penalty: 5005.589844
	Iteration 31Q: 3 clusters Score -2387173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2387175.250000 Penalty: 5005.589844
	Iteration 32Q: 3 clusters Score -2387175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2387174.250000 Penalty: 5005.589844
	Iteration 33Q: 3 clusters Score -2387174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2387171.000000 Penalty: 5005.589844
	Iteration 34Q: 3 clusters Score -2387171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2387171.750000 Penalty: 5005.589844
	Iteration 35Q: 3 clusters Score -2387172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2387171.000000 Penalty: 5005.589844
	Iteration 36Q: 3 clusters Score -2387171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2387171.000000 Penalty: 5005.589844
	Iteration 37F: 3 clusters Score -2387171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 20126 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Entering Unmasked Estep 
Score: -211954032.000000 Penalty: 201213.015625
Splitting cluster 27 changes total score from -211900400.000000 to -211954032.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 28 (20126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Entering Unmasked Estep 
Score: -1999019.750000 Penalty: 2457.622559
	Iteration 0F: 2 clusters Score -1999020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1984966.250000 Penalty: 4915.245117
	Iteration 0F: 3 clusters Score -1984966 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1991561.500000 Penalty: 4915.245117
	Iteration 1F: 3 clusters Score -1991562 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1993942.875000 Penalty: 4915.245117
	Iteration 2F: 3 clusters Score -1993943 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1996145.750000 Penalty: 4915.245117
	Iteration 3F: 3 clusters Score -1996146 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1997825.000000 Penalty: 4915.245117
	Iteration 4F: 3 clusters Score -1997825 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1999002.750000 Penalty: 4915.245117
	Iteration 5F: 3 clusters Score -1999003 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2000082.625000 Penalty: 4915.245117
	Iteration 6F: 3 clusters Score -2000083 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2001108.125000 Penalty: 4915.245117
	Iteration 7Q: 3 clusters Score -2001108 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2001888.000000 Penalty: 4915.245117
	Iteration 8Q: 3 clusters Score -2001888 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2002452.250000 Penalty: 4915.245117
	Iteration 9Q: 3 clusters Score -2002452 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2002894.500000 Penalty: 4915.245117
	Iteration 10Q: 3 clusters Score -2002894 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2003155.625000 Penalty: 4915.245117
	Iteration 11Q: 3 clusters Score -2003156 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2003359.000000 Penalty: 4915.245117
	Iteration 12Q: 3 clusters Score -2003359 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2003548.750000 Penalty: 4915.245117
	Iteration 13Q: 3 clusters Score -2003549 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2003708.500000 Penalty: 4915.245117
	Iteration 14Q: 3 clusters Score -2003708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2003856.125000 Penalty: 4915.245117
	Iteration 15Q: 3 clusters Score -2003856 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2004013.625000 Penalty: 4915.245117
	Iteration 16Q: 3 clusters Score -2004014 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2004154.500000 Penalty: 4915.245117
	Iteration 17Q: 3 clusters Score -2004154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2004272.125000 Penalty: 4915.245117
	Iteration 18Q: 3 clusters Score -2004272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2004352.125000 Penalty: 4915.245117
	Iteration 19Q: 3 clusters Score -2004352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2004401.000000 Penalty: 4915.245117
	Iteration 20F: 3 clusters Score -2004401 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2004446.750000 Penalty: 4915.245117
	Iteration 21Q: 3 clusters Score -2004447 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2004491.500000 Penalty: 4915.245117
	Iteration 22Q: 3 clusters Score -2004492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2004540.000000 Penalty: 4915.245117
	Iteration 23Q: 3 clusters Score -2004540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2004608.125000 Penalty: 4915.245117
	Iteration 24Q: 3 clusters Score -2004608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2004683.000000 Penalty: 4915.245117
	Iteration 25Q: 3 clusters Score -2004683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2004780.125000 Penalty: 4915.245117
	Iteration 26Q: 3 clusters Score -2004780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2004875.500000 Penalty: 4915.245117
	Iteration 27Q: 3 clusters Score -2004876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2004923.375000 Penalty: 4915.245117
	Iteration 28Q: 3 clusters Score -2004923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2004949.750000 Penalty: 4915.245117
	Iteration 29Q: 3 clusters Score -2004950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2004968.500000 Penalty: 4915.245117
	Iteration 30Q: 3 clusters Score -2004968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2004981.000000 Penalty: 4915.245117
	Iteration 31Q: 3 clusters Score -2004981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2004979.375000 Penalty: 4915.245117
	Iteration 32Q: 3 clusters Score -2004979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2004992.875000 Penalty: 4915.245117
	Iteration 33Q: 3 clusters Score -2004993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2005001.750000 Penalty: 4915.245117
	Iteration 34Q: 3 clusters Score -2005002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2005006.375000 Penalty: 4915.245117
	Iteration 35Q: 3 clusters Score -2005006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2005009.500000 Penalty: 4915.245117
	Iteration 36Q: 3 clusters Score -2005010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2005017.000000 Penalty: 4915.245117
	Iteration 37Q: 3 clusters Score -2005017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2005021.750000 Penalty: 4915.245117
	Iteration 38Q: 3 clusters Score -2005022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2005026.000000 Penalty: 4915.245117
	Iteration 39Q: 3 clusters Score -2005026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2005024.750000 Penalty: 4915.245117
	Iteration 40F: 3 clusters Score -2005025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2005030.250000 Penalty: 4915.245117
	Iteration 41Q: 3 clusters Score -2005030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2005033.000000 Penalty: 4915.245117
	Iteration 42Q: 3 clusters Score -2005033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2005038.250000 Penalty: 4915.245117
	Iteration 43Q: 3 clusters Score -2005038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2005043.750000 Penalty: 4915.245117
	Iteration 44Q: 3 clusters Score -2005044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2005053.375000 Penalty: 4915.245117
	Iteration 45Q: 3 clusters Score -2005053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2005052.125000 Penalty: 4915.245117
	Iteration 46Q: 3 clusters Score -2005052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2005051.000000 Penalty: 4915.245117
	Iteration 47Q: 3 clusters Score -2005051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2005051.000000 Penalty: 4915.245117
	Iteration 48Q: 3 clusters Score -2005051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2005054.625000 Penalty: 4915.245117
	Iteration 49Q: 3 clusters Score -2005055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2005059.500000 Penalty: 4915.245117
	Iteration 50Q: 3 clusters Score -2005060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2005056.750000 Penalty: 4915.245117
	Iteration 51Q: 3 clusters Score -2005057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2005060.125000 Penalty: 4915.245117
	Iteration 52Q: 3 clusters Score -2005060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2005060.000000 Penalty: 4915.245117
	Iteration 53Q: 3 clusters Score -2005060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2005060.000000 Penalty: 4915.245117
	Iteration 54F: 3 clusters Score -2005060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 34137 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Entering Unmasked Estep 
Score: -211960016.000000 Penalty: 204806.093750
Splitting cluster 28 changes total score from -211900400.000000 to -211960016.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 29 (34137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Entering Unmasked Estep 
Score: -3713183.750000 Penalty: 2588.657959
	Iteration 0F: 2 clusters Score -3713184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3689876.500000 Penalty: 5177.315918
	Iteration 0F: 3 clusters Score -3689876 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3699408.500000 Penalty: 5177.315918
	Iteration 1F: 3 clusters Score -3699408 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3701421.000000 Penalty: 5177.315918
	Iteration 2F: 3 clusters Score -3701421 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3703970.000000 Penalty: 5177.315918
	Iteration 3F: 3 clusters Score -3703970 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3706603.250000 Penalty: 5177.315918
	Iteration 4F: 3 clusters Score -3706603 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3708653.750000 Penalty: 5177.315918
	Iteration 5F: 3 clusters Score -3708654 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3709841.000000 Penalty: 5177.315918
	Iteration 6F: 3 clusters Score -3709841 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3710663.250000 Penalty: 5177.315918
	Iteration 7Q: 3 clusters Score -3710663 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3711598.500000 Penalty: 5177.315918
	Iteration 8Q: 3 clusters Score -3711598 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3712839.750000 Penalty: 5177.315918
	Iteration 9Q: 3 clusters Score -3712840 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3714708.500000 Penalty: 5177.315918
	Iteration 10Q: 3 clusters Score -3714708 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3717197.750000 Penalty: 5177.315918
	Iteration 11F: 3 clusters Score -3717198 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3720583.000000 Penalty: 5177.315918
	Iteration 12F: 3 clusters Score -3720583 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3723451.500000 Penalty: 5177.315918
	Iteration 13Q: 3 clusters Score -3723452 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3725419.000000 Penalty: 5177.315918
	Iteration 14Q: 3 clusters Score -3725419 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3726851.000000 Penalty: 5177.315918
	Iteration 15Q: 3 clusters Score -3726851 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3727450.000000 Penalty: 5177.315918
	Iteration 16Q: 3 clusters Score -3727450 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3727706.250000 Penalty: 5177.315918
	Iteration 17Q: 3 clusters Score -3727706 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3727828.000000 Penalty: 5177.315918
	Iteration 18Q: 3 clusters Score -3727828 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3727929.500000 Penalty: 5177.315918
	Iteration 19Q: 3 clusters Score -3727930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3728031.250000 Penalty: 5177.315918
	Iteration 20F: 3 clusters Score -3728031 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3728086.500000 Penalty: 5177.315918
	Iteration 21Q: 3 clusters Score -3728086 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3728137.000000 Penalty: 5177.315918
	Iteration 22Q: 3 clusters Score -3728137 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3728193.250000 Penalty: 5177.315918
	Iteration 23Q: 3 clusters Score -3728193 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3728239.500000 Penalty: 5177.315918
	Iteration 24Q: 3 clusters Score -3728240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3728278.000000 Penalty: 5177.315918
	Iteration 25Q: 3 clusters Score -3728278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3728310.000000 Penalty: 5177.315918
	Iteration 26Q: 3 clusters Score -3728310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3728341.500000 Penalty: 5177.315918
	Iteration 27Q: 3 clusters Score -3728342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3728326.250000 Penalty: 5177.315918
	Iteration 28Q: 3 clusters Score -3728326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3728327.000000 Penalty: 5177.315918
	Iteration 29Q: 3 clusters Score -3728327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3728353.750000 Penalty: 5177.315918
	Iteration 30Q: 3 clusters Score -3728354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3728355.250000 Penalty: 5177.315918
	Iteration 31Q: 3 clusters Score -3728355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3728361.250000 Penalty: 5177.315918
	Iteration 32Q: 3 clusters Score -3728361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3728361.250000 Penalty: 5177.315918
	Iteration 33Q: 3 clusters Score -3728361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3728366.750000 Penalty: 5177.315918
	Iteration 34Q: 3 clusters Score -3728367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3728367.500000 Penalty: 5177.315918
	Iteration 35Q: 3 clusters Score -3728368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3728359.750000 Penalty: 5177.315918
	Iteration 36Q: 3 clusters Score -3728360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3728364.750000 Penalty: 5177.315918
	Iteration 37Q: 3 clusters Score -3728365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3728362.750000 Penalty: 5177.315918
	Iteration 38Q: 3 clusters Score -3728363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3728361.000000 Penalty: 5177.315918
	Iteration 39Q: 3 clusters Score -3728361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3728367.250000 Penalty: 5177.315918
	Iteration 40F: 3 clusters Score -3728367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3728363.500000 Penalty: 5177.315918
	Iteration 41Q: 3 clusters Score -3728364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3728364.500000 Penalty: 5177.315918
	Iteration 42Q: 3 clusters Score -3728364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3728364.250000 Penalty: 5177.315918
	Iteration 43Q: 3 clusters Score -3728364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3728363.000000 Penalty: 5177.315918
	Iteration 44Q: 3 clusters Score -3728363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3728365.750000 Penalty: 5177.315918
	Iteration 45Q: 3 clusters Score -3728366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3728365.750000 Penalty: 5177.315918
	Iteration 46Q: 3 clusters Score -3728366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3728366.000000 Penalty: 5177.315918
	Iteration 47Q: 3 clusters Score -3728366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3728363.250000 Penalty: 5177.315918
	Iteration 48Q: 3 clusters Score -3728363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3728360.000000 Penalty: 5177.315918
	Iteration 49Q: 3 clusters Score -3728360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3728359.250000 Penalty: 5177.315918
	Iteration 50Q: 3 clusters Score -3728359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3728358.000000 Penalty: 5177.315918
	Iteration 51Q: 3 clusters Score -3728358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3728354.750000 Penalty: 5177.315918
	Iteration 52Q: 3 clusters Score -3728355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3728354.750000 Penalty: 5177.315918
	Iteration 53F: 3 clusters Score -3728355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 18826 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Entering Unmasked Estep 
Score: -211975680.000000 Penalty: 208399.187500
Splitting cluster 29 changes total score from -211900400.000000 to -211975680.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 30 (18826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Entering Unmasked Estep 
Score: -1980760.875000 Penalty: 2441.062500
	Iteration 0F: 2 clusters Score -1980761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1967627.875000 Penalty: 4882.125000
	Iteration 0F: 3 clusters Score -1967628 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1974213.375000 Penalty: 4882.125000
	Iteration 1F: 3 clusters Score -1974213 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1979274.500000 Penalty: 4882.125000
	Iteration 2F: 3 clusters Score -1979274 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1985358.750000 Penalty: 4882.125000
	Iteration 3F: 3 clusters Score -1985359 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1988208.750000 Penalty: 4882.125000
	Iteration 4F: 3 clusters Score -1988209 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1988836.500000 Penalty: 4882.125000
	Iteration 5F: 3 clusters Score -1988836 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1989279.125000 Penalty: 4882.125000
	Iteration 6Q: 3 clusters Score -1989279 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1989781.500000 Penalty: 4882.125000
	Iteration 7Q: 3 clusters Score -1989782 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1990216.750000 Penalty: 4882.125000
	Iteration 8Q: 3 clusters Score -1990217 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1990482.000000 Penalty: 4882.125000
	Iteration 9Q: 3 clusters Score -1990482 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1990634.625000 Penalty: 4882.125000
	Iteration 10Q: 3 clusters Score -1990635 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1990733.625000 Penalty: 4882.125000
	Iteration 11Q: 3 clusters Score -1990734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1990814.875000 Penalty: 4882.125000
	Iteration 12Q: 3 clusters Score -1990815 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1990885.375000 Penalty: 4882.125000
	Iteration 13Q: 3 clusters Score -1990885 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1990943.625000 Penalty: 4882.125000
	Iteration 14Q: 3 clusters Score -1990944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1991011.875000 Penalty: 4882.125000
	Iteration 15Q: 3 clusters Score -1991012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1991095.875000 Penalty: 4882.125000
	Iteration 16Q: 3 clusters Score -1991096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1991195.750000 Penalty: 4882.125000
	Iteration 17Q: 3 clusters Score -1991196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1991319.750000 Penalty: 4882.125000
	Iteration 18Q: 3 clusters Score -1991320 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1991490.875000 Penalty: 4882.125000
	Iteration 19Q: 3 clusters Score -1991491 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1991681.875000 Penalty: 4882.125000
	Iteration 20F: 3 clusters Score -1991682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1991885.000000 Penalty: 4882.125000
	Iteration 21Q: 3 clusters Score -1991885 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1992088.250000 Penalty: 4882.125000
	Iteration 22Q: 3 clusters Score -1992088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1992304.125000 Penalty: 4882.125000
	Iteration 23Q: 3 clusters Score -1992304 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1992481.125000 Penalty: 4882.125000
	Iteration 24Q: 3 clusters Score -1992481 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1992580.250000 Penalty: 4882.125000
	Iteration 25Q: 3 clusters Score -1992580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1992624.875000 Penalty: 4882.125000
	Iteration 26Q: 3 clusters Score -1992625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1992638.250000 Penalty: 4882.125000
	Iteration 27Q: 3 clusters Score -1992638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1992656.750000 Penalty: 4882.125000
	Iteration 28Q: 3 clusters Score -1992657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1992665.250000 Penalty: 4882.125000
	Iteration 29Q: 3 clusters Score -1992665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1992668.375000 Penalty: 4882.125000
	Iteration 30Q: 3 clusters Score -1992668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1992666.875000 Penalty: 4882.125000
	Iteration 31Q: 3 clusters Score -1992667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1992668.000000 Penalty: 4882.125000
	Iteration 32Q: 3 clusters Score -1992668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1992670.250000 Penalty: 4882.125000
	Iteration 33Q: 3 clusters Score -1992670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1992671.375000 Penalty: 4882.125000
	Iteration 34Q: 3 clusters Score -1992671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1992670.125000 Penalty: 4882.125000
	Iteration 35Q: 3 clusters Score -1992670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1992671.250000 Penalty: 4882.125000
	Iteration 36Q: 3 clusters Score -1992671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1992669.000000 Penalty: 4882.125000
	Iteration 37Q: 3 clusters Score -1992669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1992668.250000 Penalty: 4882.125000
	Iteration 38Q: 3 clusters Score -1992668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1992669.750000 Penalty: 4882.125000
	Iteration 39Q: 3 clusters Score -1992670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1992673.250000 Penalty: 4882.125000
	Iteration 40F: 3 clusters Score -1992673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Mstep: Class 59 contains 13646 members 
Entering Unmasked Estep 
Score: -211988448.000000 Penalty: 211992.281250
Splitting cluster 30 changes total score from -211900400.000000 to -211988448.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 31 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -518987.531250 Penalty: 2142.090576
	Iteration 0F: 2 clusters Score -518987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -514132.937500 Penalty: 4284.181152
	Iteration 0F: 3 clusters Score -514132.9 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -516264.312500 Penalty: 4284.181152
	Iteration 1F: 3 clusters Score -516264.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -517651.656250 Penalty: 4284.181152
	Iteration 2F: 3 clusters Score -517651.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -518935.281250 Penalty: 4284.181152
	Iteration 3F: 3 clusters Score -518935.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -519766.468750 Penalty: 4284.181152
	Iteration 4F: 3 clusters Score -519766.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -520033.312500 Penalty: 4284.181152
	Iteration 5F: 3 clusters Score -520033.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -520247.750000 Penalty: 4284.181152
	Iteration 6Q: 3 clusters Score -520247.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -520527.843750 Penalty: 4284.181152
	Iteration 7Q: 3 clusters Score -520527.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -520870.906250 Penalty: 4284.181152
	Iteration 8Q: 3 clusters Score -520870.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -521213.531250 Penalty: 4284.181152
	Iteration 9Q: 3 clusters Score -521213.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -521378.250000 Penalty: 4284.181152
	Iteration 10Q: 3 clusters Score -521378.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -521444.625000 Penalty: 4284.181152
	Iteration 11Q: 3 clusters Score -521444.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -521489.125000 Penalty: 4284.181152
	Iteration 12Q: 3 clusters Score -521489.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -521520.187500 Penalty: 4284.181152
	Iteration 13Q: 3 clusters Score -521520.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -521538.843750 Penalty: 4284.181152
	Iteration 14Q: 3 clusters Score -521538.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -521555.562500 Penalty: 4284.181152
	Iteration 15Q: 3 clusters Score -521555.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -521569.750000 Penalty: 4284.181152
	Iteration 16Q: 3 clusters Score -521569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -521582.156250 Penalty: 4284.181152
	Iteration 17Q: 3 clusters Score -521582.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -521597.687500 Penalty: 4284.181152
	Iteration 18Q: 3 clusters Score -521597.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -521615.781250 Penalty: 4284.181152
	Iteration 19Q: 3 clusters Score -521615.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -521643.781250 Penalty: 4284.181152
	Iteration 20F: 3 clusters Score -521643.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -521671.656250 Penalty: 4284.181152
	Iteration 21Q: 3 clusters Score -521671.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -521690.687500 Penalty: 4284.181152
	Iteration 22Q: 3 clusters Score -521690.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -521708.218750 Penalty: 4284.181152
	Iteration 23Q: 3 clusters Score -521708.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -521751.750000 Penalty: 4284.181152
	Iteration 24Q: 3 clusters Score -521751.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -521804.625000 Penalty: 4284.181152
	Iteration 25Q: 3 clusters Score -521804.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -521846.843750 Penalty: 4284.181152
	Iteration 26Q: 3 clusters Score -521846.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -521869.593750 Penalty: 4284.181152
	Iteration 27Q: 3 clusters Score -521869.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -521884.531250 Penalty: 4284.181152
	Iteration 28Q: 3 clusters Score -521884.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -521894.000000 Penalty: 4284.181152
	Iteration 29Q: 3 clusters Score -521894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -521899.750000 Penalty: 4284.181152
	Iteration 30Q: 3 clusters Score -521899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -521903.375000 Penalty: 4284.181152
	Iteration 31Q: 3 clusters Score -521903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -521907.750000 Penalty: 4284.181152
	Iteration 32Q: 3 clusters Score -521907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -521911.906250 Penalty: 4284.181152
	Iteration 33Q: 3 clusters Score -521911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -521913.875000 Penalty: 4284.181152
	Iteration 34Q: 3 clusters Score -521913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -521915.781250 Penalty: 4284.181152
	Iteration 35Q: 3 clusters Score -521915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -521917.531250 Penalty: 4284.181152
	Iteration 36Q: 3 clusters Score -521917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -521920.656250 Penalty: 4284.181152
	Iteration 37Q: 3 clusters Score -521920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -521922.312500 Penalty: 4284.181152
	Iteration 38Q: 3 clusters Score -521922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -521924.937500 Penalty: 4284.181152
	Iteration 39Q: 3 clusters Score -521924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -521925.843750 Penalty: 4284.181152
	Iteration 40F: 3 clusters Score -521925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -521927.000000 Penalty: 4284.181152
	Iteration 41Q: 3 clusters Score -521927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -521929.000000 Penalty: 4284.181152
	Iteration 42Q: 3 clusters Score -521929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -521929.843750 Penalty: 4284.181152
	Iteration 43Q: 3 clusters Score -521929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -521929.718750 Penalty: 4284.181152
	Iteration 44Q: 3 clusters Score -521929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -521930.000000 Penalty: 4284.181152
	Iteration 45Q: 3 clusters Score -521930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -521931.312500 Penalty: 4284.181152
	Iteration 46Q: 3 clusters Score -521931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -521930.593750 Penalty: 4284.181152
	Iteration 47Q: 3 clusters Score -521930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -521931.093750 Penalty: 4284.181152
	Iteration 48Q: 3 clusters Score -521931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -521931.500000 Penalty: 4284.181152
	Iteration 49Q: 3 clusters Score -521931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -521931.062500 Penalty: 4284.181152
	Iteration 50Q: 3 clusters Score -521931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -521931.062500 Penalty: 4284.181152
	Iteration 51F: 3 clusters Score -521931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Mstep: Class 59 contains 13646 members 
Mstep: Class 60 contains 3160 members 
Entering Unmasked Estep 
Score: -211990336.000000 Penalty: 215585.375000
Splitting cluster 31 changes total score from -211900400.000000 to -211990336.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 32 (17397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Entering Unmasked Estep 
Score: -1918389.500000 Penalty: 2421.485352
	Iteration 0F: 2 clusters Score -1918390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1906103.875000 Penalty: 4842.970703
	Iteration 0F: 3 clusters Score -1906104 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1910943.500000 Penalty: 4842.970703
	Iteration 1F: 3 clusters Score -1910944 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1912400.750000 Penalty: 4842.970703
	Iteration 2F: 3 clusters Score -1912401 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1914090.500000 Penalty: 4842.970703
	Iteration 3F: 3 clusters Score -1914090 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1915824.250000 Penalty: 4842.970703
	Iteration 4F: 3 clusters Score -1915824 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1917800.625000 Penalty: 4842.970703
	Iteration 5F: 3 clusters Score -1917801 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1920337.250000 Penalty: 4842.970703
	Iteration 6F: 3 clusters Score -1920337 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1922693.750000 Penalty: 4842.970703
	Iteration 7F: 3 clusters Score -1922694 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1924726.625000 Penalty: 4842.970703
	Iteration 8F: 3 clusters Score -1924727 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1926920.750000 Penalty: 4842.970703
	Iteration 9Q: 3 clusters Score -1926921 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1928984.500000 Penalty: 4842.970703
	Iteration 10Q: 3 clusters Score -1928984 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1929975.500000 Penalty: 4842.970703
	Iteration 11Q: 3 clusters Score -1929976 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1930760.875000 Penalty: 4842.970703
	Iteration 12Q: 3 clusters Score -1930761 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1931939.875000 Penalty: 4842.970703
	Iteration 13Q: 3 clusters Score -1931940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1933728.500000 Penalty: 4842.970703
	Iteration 14Q: 3 clusters Score -1933728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1935077.875000 Penalty: 4842.970703
	Iteration 15Q: 3 clusters Score -1935078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1935201.000000 Penalty: 4842.970703
	Iteration 16Q: 3 clusters Score -1935201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1935207.875000 Penalty: 4842.970703
	Iteration 17Q: 3 clusters Score -1935208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1935210.250000 Penalty: 4842.970703
	Iteration 18Q: 3 clusters Score -1935210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1935210.250000 Penalty: 4842.970703
	Iteration 19F: 3 clusters Score -1935210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 17136 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Mstep: Class 59 contains 13646 members 
Mstep: Class 60 contains 3160 members 
Mstep: Class 61 contains 6414 members 
Entering Unmasked Estep 
Score: -212005936.000000 Penalty: 219178.453125
Splitting cluster 32 changes total score from -211900400.000000 to -212005936.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 33 (188156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188156 members 
Entering Unmasked Estep 
Score: -19934930.000000 Penalty: 3011.966797
	Iteration 0F: 2 clusters Score -1.993493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -19809168.000000 Penalty: 6023.933594
	Iteration 0F: 3 clusters Score -1.980917e+07 nChanged 90255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 95727 members 
Entering Unmasked Estep 
Score: -19864216.000000 Penalty: 6023.933594
	Iteration 1F: 3 clusters Score -1.986422e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -19867920.000000 Penalty: 6023.933594
	Iteration 2Q: 3 clusters Score -1.986792e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -19872428.000000 Penalty: 6023.933594
	Iteration 3F: 3 clusters Score -1.987243e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -19877542.000000 Penalty: 6023.933594
	Iteration 4F: 3 clusters Score -1.987754e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -19882888.000000 Penalty: 6023.933594
	Iteration 5F: 3 clusters Score -1.988289e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -19888250.000000 Penalty: 6023.933594
	Iteration 6F: 3 clusters Score -1.988825e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -19893606.000000 Penalty: 6023.933594
	Iteration 7F: 3 clusters Score -1.989361e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -19898850.000000 Penalty: 6023.933594
	Iteration 8F: 3 clusters Score -1.989885e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -19903974.000000 Penalty: 6023.933594
	Iteration 9Q: 3 clusters Score -1.990397e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 144428 members 
Entering Unmasked Estep 
Score: -19909456.000000 Penalty: 6023.933594
	Iteration 10Q: 3 clusters Score -1.990946e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -19915216.000000 Penalty: 6023.933594
	Iteration 11Q: 3 clusters Score -1.991522e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -19920744.000000 Penalty: 6023.933594
	Iteration 12Q: 3 clusters Score -1.992074e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 168548 members 
Entering Unmasked Estep 
Score: -19925246.000000 Penalty: 6023.933594
	Iteration 13Q: 3 clusters Score -1.992525e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 173739 members 
Entering Unmasked Estep 
Score: -19928610.000000 Penalty: 6023.933594
	Iteration 14Q: 3 clusters Score -1.992861e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 177481 members 
Entering Unmasked Estep 
Score: -19930972.000000 Penalty: 6023.933594
	Iteration 15Q: 3 clusters Score -1.993097e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -19932264.000000 Penalty: 6023.933594
	Iteration 16Q: 3 clusters Score -1.993226e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 181496 members 
Entering Unmasked Estep 
Score: -19933090.000000 Penalty: 6023.933594
	Iteration 17Q: 3 clusters Score -1.993309e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 182559 members 
Entering Unmasked Estep 
Score: -19933564.000000 Penalty: 6023.933594
	Iteration 18Q: 3 clusters Score -1.993356e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 183280 members 
Entering Unmasked Estep 
Score: -19933932.000000 Penalty: 6023.933594
	Iteration 19Q: 3 clusters Score -1.993393e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 183719 members 
Entering Unmasked Estep 
Score: -19934104.000000 Penalty: 6023.933594
	Iteration 20F: 3 clusters Score -1.99341e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 184037 members 
Entering Unmasked Estep 
Score: -19934292.000000 Penalty: 6023.933594
	Iteration 21Q: 3 clusters Score -1.993429e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 184258 members 
Entering Unmasked Estep 
Score: -19934394.000000 Penalty: 6023.933594
	Iteration 22Q: 3 clusters Score -1.993439e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 184383 members 
Entering Unmasked Estep 
Score: -19934440.000000 Penalty: 6023.933594
	Iteration 23Q: 3 clusters Score -1.993444e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 184493 members 
Entering Unmasked Estep 
Score: -19934472.000000 Penalty: 6023.933594
	Iteration 24Q: 3 clusters Score -1.993447e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 184569 members 
Entering Unmasked Estep 
Score: -19934540.000000 Penalty: 6023.933594
	Iteration 25Q: 3 clusters Score -1.993454e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -19934558.000000 Penalty: 6023.933594
	Iteration 26Q: 3 clusters Score -1.993456e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 184634 members 
Entering Unmasked Estep 
Score: -19934572.000000 Penalty: 6023.933594
	Iteration 27Q: 3 clusters Score -1.993457e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 184674 members 
Entering Unmasked Estep 
Score: -19934604.000000 Penalty: 6023.933594
	Iteration 28Q: 3 clusters Score -1.99346e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 184698 members 
Entering Unmasked Estep 
Score: -19934576.000000 Penalty: 6023.933594
	Iteration 29Q: 3 clusters Score -1.993458e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 184717 members 
Entering Unmasked Estep 
Score: -19934614.000000 Penalty: 6023.933594
	Iteration 30Q: 3 clusters Score -1.993461e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -19934626.000000 Penalty: 6023.933594
	Iteration 31Q: 3 clusters Score -1.993463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -19934644.000000 Penalty: 6023.933594
	Iteration 32Q: 3 clusters Score -1.993464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 184755 members 
Entering Unmasked Estep 
Score: -19934644.000000 Penalty: 6023.933594
	Iteration 33Q: 3 clusters Score -1.993464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -19934652.000000 Penalty: 6023.933594
	Iteration 34Q: 3 clusters Score -1.993465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 184772 members 
Entering Unmasked Estep 
Score: -19934660.000000 Penalty: 6023.933594
	Iteration 35Q: 3 clusters Score -1.993466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -19934672.000000 Penalty: 6023.933594
	Iteration 36Q: 3 clusters Score -1.993467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -19934672.000000 Penalty: 6023.933594
	Iteration 37Q: 3 clusters Score -1.993467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 184784 members 
Entering Unmasked Estep 
Score: -19934666.000000 Penalty: 6023.933594
	Iteration 38Q: 3 clusters Score -1.993467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 184785 members 
Entering Unmasked Estep 
Score: -19934672.000000 Penalty: 6023.933594
	Iteration 39Q: 3 clusters Score -1.993467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 184786 members 
Entering Unmasked Estep 
Score: -19934646.000000 Penalty: 6023.933594
	Iteration 40F: 3 clusters Score -1.993465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 184789 members 
Entering Unmasked Estep 
Score: -19934660.000000 Penalty: 6023.933594
	Iteration 41Q: 3 clusters Score -1.993466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 184792 members 
Entering Unmasked Estep 
Score: -19934632.000000 Penalty: 6023.933594
	Iteration 42Q: 3 clusters Score -1.993463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 184801 members 
Entering Unmasked Estep 
Score: -19934654.000000 Penalty: 6023.933594
	Iteration 43Q: 3 clusters Score -1.993465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 184807 members 
Entering Unmasked Estep 
Score: -19934654.000000 Penalty: 6023.933594
	Iteration 44Q: 3 clusters Score -1.993465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -19934672.000000 Penalty: 6023.933594
	Iteration 45Q: 3 clusters Score -1.993467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 184816 members 
Entering Unmasked Estep 
Score: -19934674.000000 Penalty: 6023.933594
	Iteration 46Q: 3 clusters Score -1.993467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -19934668.000000 Penalty: 6023.933594
	Iteration 47Q: 3 clusters Score -1.993467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -19934640.000000 Penalty: 6023.933594
	Iteration 48Q: 3 clusters Score -1.993464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 184819 members 
Entering Unmasked Estep 
Score: -19934650.000000 Penalty: 6023.933594
	Iteration 49Q: 3 clusters Score -1.993465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 184825 members 
Entering Unmasked Estep 
Score: -19934658.000000 Penalty: 6023.933594
	Iteration 50Q: 3 clusters Score -1.993466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 184822 members 
Entering Unmasked Estep 
Score: -19934672.000000 Penalty: 6023.933594
	Iteration 51Q: 3 clusters Score -1.993467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 184826 members 
Entering Unmasked Estep 
Score: -19934658.000000 Penalty: 6023.933594
	Iteration 52Q: 3 clusters Score -1.993466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -19934656.000000 Penalty: 6023.933594
	Iteration 53Q: 3 clusters Score -1.993466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 184825 members 
Entering Unmasked Estep 
Score: -19934674.000000 Penalty: 6023.933594
	Iteration 54Q: 3 clusters Score -1.993467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 184823 members 
Entering Unmasked Estep 
Score: -19934660.000000 Penalty: 6023.933594
	Iteration 55Q: 3 clusters Score -1.993466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -19934654.000000 Penalty: 6023.933594
	Iteration 56Q: 3 clusters Score -1.993465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 184816 members 
Entering Unmasked Estep 
Score: -19934644.000000 Penalty: 6023.933594
	Iteration 57Q: 3 clusters Score -1.993464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -19934660.000000 Penalty: 6023.933594
	Iteration 58Q: 3 clusters Score -1.993466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
Score: -19934662.000000 Penalty: 6023.933594
	Iteration 59Q: 3 clusters Score -1.993466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 184819 members 
Entering Unmasked Estep 
Score: -19934658.000000 Penalty: 6023.933594
	Iteration 60F: 3 clusters Score -1.993466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -19934650.000000 Penalty: 6023.933594
	Iteration 61Q: 3 clusters Score -1.993465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 184819 members 
Entering Unmasked Estep 
Score: -19934658.000000 Penalty: 6023.933594
	Iteration 62Q: 3 clusters Score -1.993466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
Score: -19934660.000000 Penalty: 6023.933594
	Iteration 63Q: 3 clusters Score -1.993466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -19934660.000000 Penalty: 6023.933594
	Iteration 64Q: 3 clusters Score -1.993466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -19934662.000000 Penalty: 6023.933594
	Iteration 65Q: 3 clusters Score -1.993466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 184827 members 
Entering Unmasked Estep 
Score: -19934662.000000 Penalty: 6023.933594
	Iteration 66Q: 3 clusters Score -1.993466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -19934658.000000 Penalty: 6023.933594
	Iteration 67Q: 3 clusters Score -1.993466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -19934658.000000 Penalty: 6023.933594
	Iteration 68F: 3 clusters Score -1.993466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (17136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Entering Unmasked Estep 
Score: -1543703.250000 Penalty: 2417.736328
	Iteration 0F: 2 clusters Score -1543703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1531671.375000 Penalty: 4835.472656
	Iteration 0F: 3 clusters Score -1531671 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1537634.750000 Penalty: 4835.472656
	Iteration 1F: 3 clusters Score -1537635 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1540330.625000 Penalty: 4835.472656
	Iteration 2F: 3 clusters Score -1540331 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1542807.250000 Penalty: 4835.472656
	Iteration 3F: 3 clusters Score -1542807 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1544398.125000 Penalty: 4835.472656
	Iteration 4F: 3 clusters Score -1544398 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1545307.750000 Penalty: 4835.472656
	Iteration 5F: 3 clusters Score -1545308 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1545931.125000 Penalty: 4835.472656
	Iteration 6Q: 3 clusters Score -1545931 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1546296.625000 Penalty: 4835.472656
	Iteration 7Q: 3 clusters Score -1546297 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1546507.625000 Penalty: 4835.472656
	Iteration 8Q: 3 clusters Score -1546508 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1546641.625000 Penalty: 4835.472656
	Iteration 9Q: 3 clusters Score -1546642 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1546748.375000 Penalty: 4835.472656
	Iteration 10Q: 3 clusters Score -1546748 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1546866.750000 Penalty: 4835.472656
	Iteration 11Q: 3 clusters Score -1546867 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1547002.625000 Penalty: 4835.472656
	Iteration 12Q: 3 clusters Score -1547003 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1547175.000000 Penalty: 4835.472656
	Iteration 13Q: 3 clusters Score -1547175 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1547398.625000 Penalty: 4835.472656
	Iteration 14Q: 3 clusters Score -1547399 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1547645.500000 Penalty: 4835.472656
	Iteration 15Q: 3 clusters Score -1547646 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1547890.625000 Penalty: 4835.472656
	Iteration 16Q: 3 clusters Score -1547891 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1548066.125000 Penalty: 4835.472656
	Iteration 17Q: 3 clusters Score -1548066 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1548193.500000 Penalty: 4835.472656
	Iteration 18Q: 3 clusters Score -1548194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1548304.125000 Penalty: 4835.472656
	Iteration 19Q: 3 clusters Score -1548304 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1548374.875000 Penalty: 4835.472656
	Iteration 20F: 3 clusters Score -1548375 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1548416.375000 Penalty: 4835.472656
	Iteration 21Q: 3 clusters Score -1548416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1548448.875000 Penalty: 4835.472656
	Iteration 22Q: 3 clusters Score -1548449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1548468.375000 Penalty: 4835.472656
	Iteration 23Q: 3 clusters Score -1548468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1548479.500000 Penalty: 4835.472656
	Iteration 24Q: 3 clusters Score -1548480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1548488.375000 Penalty: 4835.472656
	Iteration 25Q: 3 clusters Score -1548488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1548498.000000 Penalty: 4835.472656
	Iteration 26Q: 3 clusters Score -1548498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1548500.500000 Penalty: 4835.472656
	Iteration 27Q: 3 clusters Score -1548500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1548506.625000 Penalty: 4835.472656
	Iteration 28Q: 3 clusters Score -1548507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1548507.500000 Penalty: 4835.472656
	Iteration 29Q: 3 clusters Score -1548508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1548505.750000 Penalty: 4835.472656
	Iteration 30Q: 3 clusters Score -1548506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1548508.000000 Penalty: 4835.472656
	Iteration 31Q: 3 clusters Score -1548508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1548511.375000 Penalty: 4835.472656
	Iteration 32Q: 3 clusters Score -1548511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1548513.375000 Penalty: 4835.472656
	Iteration 33Q: 3 clusters Score -1548513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1548515.125000 Penalty: 4835.472656
	Iteration 34Q: 3 clusters Score -1548515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1548514.375000 Penalty: 4835.472656
	Iteration 35Q: 3 clusters Score -1548514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1548518.000000 Penalty: 4835.472656
	Iteration 36Q: 3 clusters Score -1548518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1548517.625000 Penalty: 4835.472656
	Iteration 37Q: 3 clusters Score -1548518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1548515.750000 Penalty: 4835.472656
	Iteration 38Q: 3 clusters Score -1548516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1548515.375000 Penalty: 4835.472656
	Iteration 39Q: 3 clusters Score -1548515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1548516.750000 Penalty: 4835.472656
	Iteration 40F: 3 clusters Score -1548517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1548522.000000 Penalty: 4835.472656
	Iteration 41Q: 3 clusters Score -1548522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1548518.375000 Penalty: 4835.472656
	Iteration 42Q: 3 clusters Score -1548518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1548516.875000 Penalty: 4835.472656
	Iteration 43Q: 3 clusters Score -1548517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1548516.875000 Penalty: 4835.472656
	Iteration 44F: 3 clusters Score -1548517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 9075 members 
Mstep: Class 35 contains 98414 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Mstep: Class 59 contains 13646 members 
Mstep: Class 60 contains 3160 members 
Mstep: Class 61 contains 6414 members 
Mstep: Class 62 contains 8061 members 
Entering Unmasked Estep 
Score: -212010224.000000 Penalty: 222771.546875
Splitting cluster 34 changes total score from -211900400.000000 to -212010224.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 35 (98414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Entering Unmasked Estep 
Score: -11127837.000000 Penalty: 2851.240723
	Iteration 0F: 2 clusters Score -1.112784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -11061958.000000 Penalty: 5702.481445
	Iteration 0F: 3 clusters Score -1.106196e+07 nChanged 46564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -11088883.000000 Penalty: 5702.481445
	Iteration 1F: 3 clusters Score -1.108888e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -11091303.000000 Penalty: 5702.481445
	Iteration 2Q: 3 clusters Score -1.10913e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -11095115.000000 Penalty: 5702.481445
	Iteration 3F: 3 clusters Score -1.109512e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -11100212.000000 Penalty: 5702.481445
	Iteration 4F: 3 clusters Score -1.110021e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -11105945.000000 Penalty: 5702.481445
	Iteration 5F: 3 clusters Score -1.110594e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -11111277.000000 Penalty: 5702.481445
	Iteration 6F: 3 clusters Score -1.111128e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -11115980.000000 Penalty: 5702.481445
	Iteration 7F: 3 clusters Score -1.111598e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -11119803.000000 Penalty: 5702.481445
	Iteration 8F: 3 clusters Score -1.11198e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -11122202.000000 Penalty: 5702.481445
	Iteration 9Q: 3 clusters Score -1.11222e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -11123550.000000 Penalty: 5702.481445
	Iteration 10Q: 3 clusters Score -1.112355e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -11124411.000000 Penalty: 5702.481445
	Iteration 11Q: 3 clusters Score -1.112441e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -11125060.000000 Penalty: 5702.481445
	Iteration 12Q: 3 clusters Score -1.112506e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -11125537.000000 Penalty: 5702.481445
	Iteration 13Q: 3 clusters Score -1.112554e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -11125829.000000 Penalty: 5702.481445
	Iteration 14Q: 3 clusters Score -1.112583e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -11126145.000000 Penalty: 5702.481445
	Iteration 15Q: 3 clusters Score -1.112614e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -11126363.000000 Penalty: 5702.481445
	Iteration 16Q: 3 clusters Score -1.112636e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -11126567.000000 Penalty: 5702.481445
	Iteration 17Q: 3 clusters Score -1.112657e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -11126725.000000 Penalty: 5702.481445
	Iteration 18Q: 3 clusters Score -1.112672e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -11126944.000000 Penalty: 5702.481445
	Iteration 19Q: 3 clusters Score -1.112694e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -11127203.000000 Penalty: 5702.481445
	Iteration 20F: 3 clusters Score -1.11272e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -11127521.000000 Penalty: 5702.481445
	Iteration 21Q: 3 clusters Score -1.112752e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -11127856.000000 Penalty: 5702.481445
	Iteration 22Q: 3 clusters Score -1.112786e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -11128473.000000 Penalty: 5702.481445
	Iteration 23Q: 3 clusters Score -1.112847e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -11129247.000000 Penalty: 5702.481445
	Iteration 24Q: 3 clusters Score -1.112925e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -11130339.000000 Penalty: 5702.481445
	Iteration 25Q: 3 clusters Score -1.113034e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -11131769.000000 Penalty: 5702.481445
	Iteration 26Q: 3 clusters Score -1.113177e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -11132966.000000 Penalty: 5702.481445
	Iteration 27Q: 3 clusters Score -1.113297e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -11133733.000000 Penalty: 5702.481445
	Iteration 28Q: 3 clusters Score -1.113373e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -11134138.000000 Penalty: 5702.481445
	Iteration 29Q: 3 clusters Score -1.113414e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -11134426.000000 Penalty: 5702.481445
	Iteration 30Q: 3 clusters Score -1.113443e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -11134627.000000 Penalty: 5702.481445
	Iteration 31Q: 3 clusters Score -1.113463e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -11134719.000000 Penalty: 5702.481445
	Iteration 32Q: 3 clusters Score -1.113472e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -11134896.000000 Penalty: 5702.481445
	Iteration 33Q: 3 clusters Score -1.11349e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -11135038.000000 Penalty: 5702.481445
	Iteration 34Q: 3 clusters Score -1.113504e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -11135145.000000 Penalty: 5702.481445
	Iteration 35Q: 3 clusters Score -1.113514e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -11135219.000000 Penalty: 5702.481445
	Iteration 36Q: 3 clusters Score -1.113522e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -11135304.000000 Penalty: 5702.481445
	Iteration 37Q: 3 clusters Score -1.11353e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -11135386.000000 Penalty: 5702.481445
	Iteration 38Q: 3 clusters Score -1.113539e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -11135475.000000 Penalty: 5702.481445
	Iteration 39Q: 3 clusters Score -1.113548e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -11135540.000000 Penalty: 5702.481445
	Iteration 40F: 3 clusters Score -1.113554e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -11135567.000000 Penalty: 5702.481445
	Iteration 41Q: 3 clusters Score -1.113557e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -11135656.000000 Penalty: 5702.481445
	Iteration 42Q: 3 clusters Score -1.113566e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -11135675.000000 Penalty: 5702.481445
	Iteration 43Q: 3 clusters Score -1.113568e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -11135692.000000 Penalty: 5702.481445
	Iteration 44Q: 3 clusters Score -1.113569e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -11135755.000000 Penalty: 5702.481445
	Iteration 45Q: 3 clusters Score -1.113576e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -11135772.000000 Penalty: 5702.481445
	Iteration 46Q: 3 clusters Score -1.113577e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -11135814.000000 Penalty: 5702.481445
	Iteration 47Q: 3 clusters Score -1.113581e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -11135839.000000 Penalty: 5702.481445
	Iteration 48Q: 3 clusters Score -1.113584e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -11135858.000000 Penalty: 5702.481445
	Iteration 49Q: 3 clusters Score -1.113586e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -11135851.000000 Penalty: 5702.481445
	Iteration 50Q: 3 clusters Score -1.113585e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -11135859.000000 Penalty: 5702.481445
	Iteration 51Q: 3 clusters Score -1.113586e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -11135821.000000 Penalty: 5702.481445
	Iteration 52Q: 3 clusters Score -1.113582e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -11135823.000000 Penalty: 5702.481445
	Iteration 53Q: 3 clusters Score -1.113582e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -11135827.000000 Penalty: 5702.481445
	Iteration 54Q: 3 clusters Score -1.113583e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -11135851.000000 Penalty: 5702.481445
	Iteration 55Q: 3 clusters Score -1.113585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -11135840.000000 Penalty: 5702.481445
	Iteration 56Q: 3 clusters Score -1.113584e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -11135852.000000 Penalty: 5702.481445
	Iteration 57Q: 3 clusters Score -1.113585e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -11135855.000000 Penalty: 5702.481445
	Iteration 58Q: 3 clusters Score -1.113586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -11135854.000000 Penalty: 5702.481445
	Iteration 59Q: 3 clusters Score -1.113585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -11135847.000000 Penalty: 5702.481445
	Iteration 60F: 3 clusters Score -1.113585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -11135844.000000 Penalty: 5702.481445
	Iteration 61Q: 3 clusters Score -1.113584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -11135847.000000 Penalty: 5702.481445
	Iteration 62Q: 3 clusters Score -1.113585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -11135830.000000 Penalty: 5702.481445
	Iteration 63Q: 3 clusters Score -1.113583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -11135819.000000 Penalty: 5702.481445
	Iteration 64Q: 3 clusters Score -1.113582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -11135834.000000 Penalty: 5702.481445
	Iteration 65Q: 3 clusters Score -1.113583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -11135846.000000 Penalty: 5702.481445
	Iteration 66Q: 3 clusters Score -1.113585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -11135833.000000 Penalty: 5702.481445
	Iteration 67Q: 3 clusters Score -1.113583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -11135850.000000 Penalty: 5702.481445
	Iteration 68Q: 3 clusters Score -1.113585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -11135861.000000 Penalty: 5702.481445
	Iteration 69Q: 3 clusters Score -1.113586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -11135848.000000 Penalty: 5702.481445
	Iteration 70Q: 3 clusters Score -1.113585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -11135857.000000 Penalty: 5702.481445
	Iteration 71Q: 3 clusters Score -1.113586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -11135843.000000 Penalty: 5702.481445
	Iteration 72Q: 3 clusters Score -1.113584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -11135867.000000 Penalty: 5702.481445
	Iteration 73Q: 3 clusters Score -1.113587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -11135855.000000 Penalty: 5702.481445
	Iteration 74Q: 3 clusters Score -1.113586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -11135858.000000 Penalty: 5702.481445
	Iteration 75Q: 3 clusters Score -1.113586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -11135871.000000 Penalty: 5702.481445
	Iteration 76Q: 3 clusters Score -1.113587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -11135874.000000 Penalty: 5702.481445
	Iteration 77Q: 3 clusters Score -1.113587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -11135876.000000 Penalty: 5702.481445
	Iteration 78Q: 3 clusters Score -1.113588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -11135862.000000 Penalty: 5702.481445
	Iteration 79Q: 3 clusters Score -1.113586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -11135884.000000 Penalty: 5702.481445
	Iteration 80F: 3 clusters Score -1.113588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -11135878.000000 Penalty: 5702.481445
	Iteration 81Q: 3 clusters Score -1.113588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -11135886.000000 Penalty: 5702.481445
	Iteration 82Q: 3 clusters Score -1.113589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -11135902.000000 Penalty: 5702.481445
	Iteration 83Q: 3 clusters Score -1.11359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -11135916.000000 Penalty: 5702.481445
	Iteration 84Q: 3 clusters Score -1.113592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -11135920.000000 Penalty: 5702.481445
	Iteration 85Q: 3 clusters Score -1.113592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -11135912.000000 Penalty: 5702.481445
	Iteration 86Q: 3 clusters Score -1.113591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -11135918.000000 Penalty: 5702.481445
	Iteration 87Q: 3 clusters Score -1.113592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -11135912.000000 Penalty: 5702.481445
	Iteration 88Q: 3 clusters Score -1.113591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -11135914.000000 Penalty: 5702.481445
	Iteration 89Q: 3 clusters Score -1.113591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -11135909.000000 Penalty: 5702.481445
	Iteration 90Q: 3 clusters Score -1.113591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -11135910.000000 Penalty: 5702.481445
	Iteration 91Q: 3 clusters Score -1.113591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -11135894.000000 Penalty: 5702.481445
	Iteration 92Q: 3 clusters Score -1.113589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -11135908.000000 Penalty: 5702.481445
	Iteration 93Q: 3 clusters Score -1.113591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -11135895.000000 Penalty: 5702.481445
	Iteration 94Q: 3 clusters Score -1.11359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -11135887.000000 Penalty: 5702.481445
	Iteration 95Q: 3 clusters Score -1.113589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -11135882.000000 Penalty: 5702.481445
	Iteration 96Q: 3 clusters Score -1.113588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -11135877.000000 Penalty: 5702.481445
	Iteration 97Q: 3 clusters Score -1.113588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -11135867.000000 Penalty: 5702.481445
	Iteration 98Q: 3 clusters Score -1.113587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -11135855.000000 Penalty: 5702.481445
	Iteration 99Q: 3 clusters Score -1.113586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -11135859.000000 Penalty: 5702.481445
	Iteration 100F: 3 clusters Score -1.113586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -11135852.000000 Penalty: 5702.481445
	Iteration 101Q: 3 clusters Score -1.113585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -11135858.000000 Penalty: 5702.481445
	Iteration 102Q: 3 clusters Score -1.113586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -11135863.000000 Penalty: 5702.481445
	Iteration 103Q: 3 clusters Score -1.113586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -11135857.000000 Penalty: 5702.481445
	Iteration 104Q: 3 clusters Score -1.113586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -11135855.000000 Penalty: 5702.481445
	Iteration 105Q: 3 clusters Score -1.113586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -11135876.000000 Penalty: 5702.481445
	Iteration 106Q: 3 clusters Score -1.113588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -11135854.000000 Penalty: 5702.481445
	Iteration 107Q: 3 clusters Score -1.113585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -11135871.000000 Penalty: 5702.481445
	Iteration 108Q: 3 clusters Score -1.113587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -11135861.000000 Penalty: 5702.481445
	Iteration 109Q: 3 clusters Score -1.113586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -11135865.000000 Penalty: 5702.481445
	Iteration 110Q: 3 clusters Score -1.113586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -11135860.000000 Penalty: 5702.481445
	Iteration 111Q: 3 clusters Score -1.113586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -11135859.000000 Penalty: 5702.481445
	Iteration 112Q: 3 clusters Score -1.113586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -11135863.000000 Penalty: 5702.481445
	Iteration 113Q: 3 clusters Score -1.113586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -11135868.000000 Penalty: 5702.481445
	Iteration 114Q: 3 clusters Score -1.113587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -11135863.000000 Penalty: 5702.481445
	Iteration 115Q: 3 clusters Score -1.113586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -11135863.000000 Penalty: 5702.481445
	Iteration 116F: 3 clusters Score -1.113586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 9075 members 
Mstep: Class 35 contains 66657 members 
Mstep: Class 36 contains 37519 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Mstep: Class 59 contains 13646 members 
Mstep: Class 60 contains 3160 members 
Mstep: Class 61 contains 6414 members 
Mstep: Class 62 contains 8061 members 
Mstep: Class 63 contains 31757 members 
Entering Unmasked Estep 
Score: -212014400.000000 Penalty: 226364.640625
Splitting cluster 35 changes total score from -211900400.000000 to -212014400.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 36 (37519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Entering Unmasked Estep 
Score: -4232136.500000 Penalty: 2612.085449
	Iteration 0F: 2 clusters Score -4232136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4206869.000000 Penalty: 5224.170898
	Iteration 0F: 3 clusters Score -4206869 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4217520.000000 Penalty: 5224.170898
	Iteration 1F: 3 clusters Score -4217520 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4219754.500000 Penalty: 5224.170898
	Iteration 2F: 3 clusters Score -4219754 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4222728.000000 Penalty: 5224.170898
	Iteration 3F: 3 clusters Score -4222728 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4225835.500000 Penalty: 5224.170898
	Iteration 4F: 3 clusters Score -4225836 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4228129.000000 Penalty: 5224.170898
	Iteration 5F: 3 clusters Score -4228129 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4229425.500000 Penalty: 5224.170898
	Iteration 6F: 3 clusters Score -4229426 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4230137.000000 Penalty: 5224.170898
	Iteration 7Q: 3 clusters Score -4230137 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4230602.000000 Penalty: 5224.170898
	Iteration 8Q: 3 clusters Score -4230602 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4230922.500000 Penalty: 5224.170898
	Iteration 9Q: 3 clusters Score -4230922 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -4231190.000000 Penalty: 5224.170898
	Iteration 10Q: 3 clusters Score -4231190 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4231357.000000 Penalty: 5224.170898
	Iteration 11Q: 3 clusters Score -4231357 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4231512.500000 Penalty: 5224.170898
	Iteration 12Q: 3 clusters Score -4231512 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -4231643.500000 Penalty: 5224.170898
	Iteration 13Q: 3 clusters Score -4231644 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4231768.000000 Penalty: 5224.170898
	Iteration 14Q: 3 clusters Score -4231768 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -4231904.000000 Penalty: 5224.170898
	Iteration 15Q: 3 clusters Score -4231904 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4231996.500000 Penalty: 5224.170898
	Iteration 16Q: 3 clusters Score -4231996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4232091.000000 Penalty: 5224.170898
	Iteration 17Q: 3 clusters Score -4232091 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4232175.000000 Penalty: 5224.170898
	Iteration 18Q: 3 clusters Score -4232175 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -4232265.500000 Penalty: 5224.170898
	Iteration 19Q: 3 clusters Score -4232266 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4232336.500000 Penalty: 5224.170898
	Iteration 20F: 3 clusters Score -4232336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4232372.000000 Penalty: 5224.170898
	Iteration 21Q: 3 clusters Score -4232372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4232397.500000 Penalty: 5224.170898
	Iteration 22Q: 3 clusters Score -4232398 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4232445.500000 Penalty: 5224.170898
	Iteration 23Q: 3 clusters Score -4232446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4232463.500000 Penalty: 5224.170898
	Iteration 24Q: 3 clusters Score -4232464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4232476.500000 Penalty: 5224.170898
	Iteration 25Q: 3 clusters Score -4232476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4232492.500000 Penalty: 5224.170898
	Iteration 26Q: 3 clusters Score -4232492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -4232512.500000 Penalty: 5224.170898
	Iteration 27Q: 3 clusters Score -4232512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4232519.000000 Penalty: 5224.170898
	Iteration 28Q: 3 clusters Score -4232519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4232528.500000 Penalty: 5224.170898
	Iteration 29Q: 3 clusters Score -4232528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4232537.000000 Penalty: 5224.170898
	Iteration 30Q: 3 clusters Score -4232537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4232541.500000 Penalty: 5224.170898
	Iteration 31Q: 3 clusters Score -4232542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4232554.500000 Penalty: 5224.170898
	Iteration 32Q: 3 clusters Score -4232554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4232559.000000 Penalty: 5224.170898
	Iteration 33Q: 3 clusters Score -4232559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4232560.500000 Penalty: 5224.170898
	Iteration 34Q: 3 clusters Score -4232560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4232567.000000 Penalty: 5224.170898
	Iteration 35Q: 3 clusters Score -4232567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4232575.500000 Penalty: 5224.170898
	Iteration 36Q: 3 clusters Score -4232576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -4232583.500000 Penalty: 5224.170898
	Iteration 37Q: 3 clusters Score -4232584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4232585.000000 Penalty: 5224.170898
	Iteration 38Q: 3 clusters Score -4232585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4232597.500000 Penalty: 5224.170898
	Iteration 39Q: 3 clusters Score -4232598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4232602.000000 Penalty: 5224.170898
	Iteration 40F: 3 clusters Score -4232602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4232601.500000 Penalty: 5224.170898
	Iteration 41Q: 3 clusters Score -4232602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4232607.500000 Penalty: 5224.170898
	Iteration 42Q: 3 clusters Score -4232608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4232608.000000 Penalty: 5224.170898
	Iteration 43Q: 3 clusters Score -4232608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4232601.500000 Penalty: 5224.170898
	Iteration 44Q: 3 clusters Score -4232602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4232601.000000 Penalty: 5224.170898
	Iteration 45Q: 3 clusters Score -4232601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4232606.000000 Penalty: 5224.170898
	Iteration 46Q: 3 clusters Score -4232606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4232604.000000 Penalty: 5224.170898
	Iteration 47Q: 3 clusters Score -4232604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4232599.500000 Penalty: 5224.170898
	Iteration 48Q: 3 clusters Score -4232600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4232606.000000 Penalty: 5224.170898
	Iteration 49Q: 3 clusters Score -4232606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4232611.000000 Penalty: 5224.170898
	Iteration 50Q: 3 clusters Score -4232611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4232610.500000 Penalty: 5224.170898
	Iteration 51Q: 3 clusters Score -4232610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4232607.000000 Penalty: 5224.170898
	Iteration 52Q: 3 clusters Score -4232607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4232606.000000 Penalty: 5224.170898
	Iteration 53Q: 3 clusters Score -4232606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4232610.000000 Penalty: 5224.170898
	Iteration 54Q: 3 clusters Score -4232610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4232612.000000 Penalty: 5224.170898
	Iteration 55Q: 3 clusters Score -4232612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4232615.000000 Penalty: 5224.170898
	Iteration 56Q: 3 clusters Score -4232615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4232611.000000 Penalty: 5224.170898
	Iteration 57Q: 3 clusters Score -4232611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4232612.500000 Penalty: 5224.170898
	Iteration 58Q: 3 clusters Score -4232612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -4232614.000000 Penalty: 5224.170898
	Iteration 59Q: 3 clusters Score -4232614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -4232614.000000 Penalty: 5224.170898
	Iteration 60F: 3 clusters Score -4232614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 9075 members 
Mstep: Class 35 contains 66657 members 
Mstep: Class 36 contains 32623 members 
Mstep: Class 37 contains 23878 members 
Mstep: Class 38 contains 21858 members 
Mstep: Class 39 contains 18967 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 5498 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 10297 members 
Mstep: Class 44 contains 71036 members 
Mstep: Class 45 contains 3647 members 
Mstep: Class 46 contains 2653 members 
Mstep: Class 47 contains 3306 members 
Mstep: Class 48 contains 12307 members 
Mstep: Class 49 contains 5950 members 
Mstep: Class 50 contains 74253 members 
Mstep: Class 51 contains 33343 members 
Mstep: Class 52 contains 36449 members 
Mstep: Class 53 contains 6230 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 17412 members 
Mstep: Class 56 contains 10677 members 
Mstep: Class 57 contains 2925 members 
Mstep: Class 58 contains 17377 members 
Mstep: Class 59 contains 13646 members 
Mstep: Class 60 contains 3160 members 
Mstep: Class 61 contains 6414 members 
Mstep: Class 62 contains 8061 members 
Mstep: Class 63 contains 31757 members 
Mstep: Class 64 contains 4896 members 
Entering Unmasked Estep 
Score: -212013792.000000 Penalty: 229957.734375
Splitting cluster 36 changes total score from -211900400.000000 to -212013792.000000
So it's getting split into cluster 64.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20722 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 66346 members 
Mstep: Class 16 contains 196016 members 
Mstep: Class 17 contains 8107 members 
Mstep: Class 18 contains 48366 members 
Mstep: Class 19 contains 240489 members 
Mstep: Class 20 contains 12088 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 143485 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 41511 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 13470 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 188156 members 
Mstep: Class 34 contains 9075 members 
Mstep: Class 35 contains 66657 members 
Mstep: Class 36 contains 32623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212052800.000000 Penalty: 229957.734375
Iteration 79Q: 65 clusters Score -2.120528e+08 nChanged 57681
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 20729 members 
Mstep: Class 3 contains 116286 members 
Mstep: Class 4 contains 12562 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 1576 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 8 contains 82096 members 
Mstep: Class 9 contains 19500 members 
Mstep: Class 10 contains 5985 members 
Mstep: Class 11 contains 15922 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 14754 members 
Mstep: Class 15 contains 66678 members 
Mstep: Class 16 contains 195660 members 
Mstep: Class 17 contains 8546 members 
Mstep: Class 18 contains 46968 members 
Mstep: Class 19 contains 241801 members 
Mstep: Class 20 contains 12332 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 7150 members 
Mstep: Class 23 contains 145035 members 
Mstep: Class 24 contains 2661 members 
Mstep: Class 25 contains 41318 members 
Mstep: Class 26 contains 16668 members 
Mstep: Class 27 contains 14432 members 
Mstep: Class 28 contains 17447 members 
Mstep: Class 29 contains 16955 members 
Mstep: Class 30 contains 5287 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 11526 members 
Mstep: Class 33 contains 190489 members 
Mstep: Class 34 contains 10442 members 
Mstep: Class 35 contains 68928 members 
Mstep: Class 36 contains 32704 members 
Mstep: Class 37 contains 23151 members 
Mstep: Class 38 contains 21316 members 
Mstep: Class 39 contains 18242 members 
Mstep: Class 40 contains 1275 members 
Mstep: Class 41 contains 5391 members 
Mstep: Class 42 contains 28055 members 
Mstep: Class 43 contains 9486 members 
Mstep: Class 44 contains 68174 members 
Mstep: Class 45 contains 3814 members 
Mstep: Class 46 contains 2592 members 
Mstep: Class 47 contains 3283 members 
Mstep: Class 48 contains 11336 members 
Mstep: Class 49 contains 5445 members 
Mstep: Class 50 contains 72417 members 
Mstep: Class 51 contains 32756 members 
Mstep: Class 52 contains 34861 members 
Mstep: Class 53 contains 6137 members 
Mstep: Class 54 contains 4968 members 
Mstep: Class 55 contains 16755 members 
Mstep: Class 56 contains 9322 members 
Mstep: Class 57 contains 2980 members 
Mstep: Class 58 contains 16596 members 
Mstep: Class 59 contains 13116 members 
Mstep: Class 60 contains 2798 members 
Mstep: Class 61 contains 6353 members 
Mstep: Class 62 contains 7147 members 
Mstep: Class 63 contains 31071 members 
Mstep: Class 64 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212082976.000000 Penalty: 229957.734375
Iteration 80F: 65 clusters Score -2.12083e+08 nChanged 45611
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 20578 members 
Mstep: Class 3 contains 116103 members 
Mstep: Class 4 contains 12561 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 9099 members 
Mstep: Class 8 contains 81908 members 
Mstep: Class 9 contains 20368 members 
Mstep: Class 10 contains 6188 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 7080 members 
Mstep: Class 13 contains 4791 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 66322 members 
Mstep: Class 16 contains 194848 members 
Mstep: Class 17 contains 8292 members 
Mstep: Class 18 contains 45954 members 
Mstep: Class 19 contains 241829 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 7321 members 
Mstep: Class 23 contains 143623 members 
Mstep: Class 24 contains 2795 members 
Mstep: Class 25 contains 39720 members 
Mstep: Class 26 contains 16158 members 
Mstep: Class 27 contains 14626 members 
Mstep: Class 28 contains 16961 members 
Mstep: Class 29 contains 16405 members 
Mstep: Class 30 contains 5222 members 
Mstep: Class 31 contains 2728 members 
Mstep: Class 32 contains 11466 members 
Mstep: Class 33 contains 187653 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 69652 members 
Mstep: Class 36 contains 32175 members 
Mstep: Class 37 contains 23250 members 
Mstep: Class 38 contains 21537 members 
Mstep: Class 39 contains 18970 members 
Mstep: Class 40 contains 1269 members 
Mstep: Class 41 contains 5434 members 
Mstep: Class 42 contains 29133 members 
Mstep: Class 43 contains 10309 members 
Mstep: Class 44 contains 67484 members 
Mstep: Class 45 contains 3959 members 
Mstep: Class 46 contains 2828 members 
Mstep: Class 47 contains 3392 members 
Mstep: Class 48 contains 12271 members 
Mstep: Class 49 contains 5619 members 
Mstep: Class 50 contains 73679 members 
Mstep: Class 51 contains 32784 members 
Mstep: Class 52 contains 34531 members 
Mstep: Class 53 contains 6158 members 
Mstep: Class 54 contains 5957 members 
Mstep: Class 55 contains 16980 members 
Mstep: Class 56 contains 9638 members 
Mstep: Class 57 contains 3264 members 
Mstep: Class 58 contains 16905 members 
Mstep: Class 59 contains 13069 members 
Mstep: Class 60 contains 2812 members 
Mstep: Class 61 contains 6545 members 
Mstep: Class 62 contains 7277 members 
Mstep: Class 63 contains 31391 members 
Mstep: Class 64 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212093456.000000 Penalty: 229957.734375
Iteration 81Q: 65 clusters Score -2.120935e+08 nChanged 26641
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20548 members 
Mstep: Class 3 contains 115846 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 9012 members 
Mstep: Class 8 contains 81807 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 7082 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 13787 members 
Mstep: Class 15 contains 66089 members 
Mstep: Class 16 contains 194256 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 18 contains 45200 members 
Mstep: Class 19 contains 242153 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 143034 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 38724 members 
Mstep: Class 26 contains 15846 members 
Mstep: Class 27 contains 14826 members 
Mstep: Class 28 contains 16725 members 
Mstep: Class 29 contains 15977 members 
Mstep: Class 30 contains 5185 members 
Mstep: Class 31 contains 2726 members 
Mstep: Class 32 contains 11434 members 
Mstep: Class 33 contains 185712 members 
Mstep: Class 34 contains 10870 members 
Mstep: Class 35 contains 70096 members 
Mstep: Class 36 contains 31723 members 
Mstep: Class 37 contains 23251 members 
Mstep: Class 38 contains 21502 members 
Mstep: Class 39 contains 19352 members 
Mstep: Class 40 contains 1263 members 
Mstep: Class 41 contains 5449 members 
Mstep: Class 42 contains 29715 members 
Mstep: Class 43 contains 10987 members 
Mstep: Class 44 contains 66516 members 
Mstep: Class 45 contains 4044 members 
Mstep: Class 46 contains 2979 members 
Mstep: Class 47 contains 3385 members 
Mstep: Class 48 contains 12804 members 
Mstep: Class 49 contains 5680 members 
Mstep: Class 50 contains 74196 members 
Mstep: Class 51 contains 32796 members 
Mstep: Class 52 contains 34105 members 
Mstep: Class 53 contains 6206 members 
Mstep: Class 54 contains 6545 members 
Mstep: Class 55 contains 17057 members 
Mstep: Class 56 contains 9785 members 
Mstep: Class 57 contains 3469 members 
Mstep: Class 58 contains 17078 members 
Mstep: Class 59 contains 12978 members 
Mstep: Class 60 contains 2818 members 
Mstep: Class 61 contains 6701 members 
Mstep: Class 62 contains 7368 members 
Mstep: Class 63 contains 31626 members 
Mstep: Class 64 contains 5467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212098576.000000 Penalty: 229957.734375
Iteration 82Q: 65 clusters Score -2.120986e+08 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20535 members 
Mstep: Class 3 contains 115563 members 
Mstep: Class 4 contains 12789 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 8952 members 
Mstep: Class 8 contains 81792 members 
Mstep: Class 9 contains 21606 members 
Mstep: Class 10 contains 6531 members 
Mstep: Class 11 contains 17367 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 13594 members 
Mstep: Class 15 contains 65854 members 
Mstep: Class 16 contains 193809 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 44593 members 
Mstep: Class 19 contains 242502 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 5102 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 142719 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 15644 members 
Mstep: Class 27 contains 15007 members 
Mstep: Class 28 contains 16495 members 
Mstep: Class 29 contains 15645 members 
Mstep: Class 30 contains 5173 members 
Mstep: Class 31 contains 2739 members 
Mstep: Class 32 contains 11397 members 
Mstep: Class 33 contains 184319 members 
Mstep: Class 34 contains 11008 members 
Mstep: Class 35 contains 70370 members 
Mstep: Class 36 contains 31369 members 
Mstep: Class 37 contains 23239 members 
Mstep: Class 38 contains 21387 members 
Mstep: Class 39 contains 19605 members 
Mstep: Class 40 contains 1262 members 
Mstep: Class 41 contains 5451 members 
Mstep: Class 42 contains 30104 members 
Mstep: Class 43 contains 11537 members 
Mstep: Class 44 contains 65556 members 
Mstep: Class 45 contains 4072 members 
Mstep: Class 46 contains 3076 members 
Mstep: Class 47 contains 3328 members 
Mstep: Class 48 contains 13204 members 
Mstep: Class 49 contains 5757 members 
Mstep: Class 50 contains 74460 members 
Mstep: Class 51 contains 32836 members 
Mstep: Class 52 contains 33645 members 
Mstep: Class 53 contains 6244 members 
Mstep: Class 54 contains 6941 members 
Mstep: Class 55 contains 17136 members 
Mstep: Class 56 contains 9904 members 
Mstep: Class 57 contains 3662 members 
Mstep: Class 58 contains 17246 members 
Mstep: Class 59 contains 12860 members 
Mstep: Class 60 contains 2857 members 
Mstep: Class 61 contains 6868 members 
Mstep: Class 62 contains 7476 members 
Mstep: Class 63 contains 31845 members 
Mstep: Class 64 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212101056.000000 Penalty: 229957.734375
Iteration 83Q: 65 clusters Score -2.121011e+08 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 20537 members 
Mstep: Class 3 contains 115233 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 81739 members 
Mstep: Class 9 contains 22106 members 
Mstep: Class 10 contains 6642 members 
Mstep: Class 11 contains 17857 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 65691 members 
Mstep: Class 16 contains 193444 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 44038 members 
Mstep: Class 19 contains 242831 members 
Mstep: Class 20 contains 13213 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 142571 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 37284 members 
Mstep: Class 26 contains 15485 members 
Mstep: Class 27 contains 15151 members 
Mstep: Class 28 contains 16263 members 
Mstep: Class 29 contains 15364 members 
Mstep: Class 30 contains 5153 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 11353 members 
Mstep: Class 33 contains 183211 members 
Mstep: Class 34 contains 11082 members 
Mstep: Class 35 contains 70596 members 
Mstep: Class 36 contains 31072 members 
Mstep: Class 37 contains 23201 members 
Mstep: Class 38 contains 21295 members 
Mstep: Class 39 contains 19750 members 
Mstep: Class 40 contains 1260 members 
Mstep: Class 41 contains 5456 members 
Mstep: Class 42 contains 30482 members 
Mstep: Class 43 contains 12025 members 
Mstep: Class 44 contains 64658 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 3153 members 
Mstep: Class 47 contains 3283 members 
Mstep: Class 48 contains 13496 members 
Mstep: Class 49 contains 5829 members 
Mstep: Class 50 contains 74628 members 
Mstep: Class 51 contains 32890 members 
Mstep: Class 52 contains 33200 members 
Mstep: Class 53 contains 6285 members 
Mstep: Class 54 contains 7221 members 
Mstep: Class 55 contains 17199 members 
Mstep: Class 56 contains 9983 members 
Mstep: Class 57 contains 3857 members 
Mstep: Class 58 contains 17361 members 
Mstep: Class 59 contains 12764 members 
Mstep: Class 60 contains 2906 members 
Mstep: Class 61 contains 7033 members 
Mstep: Class 62 contains 7563 members 
Mstep: Class 63 contains 32067 members 
Mstep: Class 64 contains 5710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212104272.000000 Penalty: 229957.734375
Iteration 84Q: 65 clusters Score -2.121043e+08 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 20545 members 
Mstep: Class 3 contains 114854 members 
Mstep: Class 4 contains 13014 members 
Mstep: Class 5 contains 6751 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 81716 members 
Mstep: Class 9 contains 22516 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 18355 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 4489 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 65599 members 
Mstep: Class 16 contains 193172 members 
Mstep: Class 17 contains 8289 members 
Mstep: Class 18 contains 43555 members 
Mstep: Class 19 contains 243148 members 
Mstep: Class 20 contains 13392 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 8065 members 
Mstep: Class 23 contains 142524 members 
Mstep: Class 24 contains 2878 members 
Mstep: Class 25 contains 36778 members 
Mstep: Class 26 contains 15355 members 
Mstep: Class 27 contains 15210 members 
Mstep: Class 28 contains 16090 members 
Mstep: Class 29 contains 15112 members 
Mstep: Class 30 contains 5136 members 
Mstep: Class 31 contains 2743 members 
Mstep: Class 32 contains 11323 members 
Mstep: Class 33 contains 182178 members 
Mstep: Class 34 contains 11158 members 
Mstep: Class 35 contains 70763 members 
Mstep: Class 36 contains 30821 members 
Mstep: Class 37 contains 23163 members 
Mstep: Class 38 contains 21138 members 
Mstep: Class 39 contains 19864 members 
Mstep: Class 40 contains 1259 members 
Mstep: Class 41 contains 5462 members 
Mstep: Class 42 contains 30801 members 
Mstep: Class 43 contains 12442 members 
Mstep: Class 44 contains 63844 members 
Mstep: Class 45 contains 4095 members 
Mstep: Class 46 contains 3194 members 
Mstep: Class 47 contains 3268 members 
Mstep: Class 48 contains 13728 members 
Mstep: Class 49 contains 5876 members 
Mstep: Class 50 contains 74713 members 
Mstep: Class 51 contains 32951 members 
Mstep: Class 52 contains 32788 members 
Mstep: Class 53 contains 6313 members 
Mstep: Class 54 contains 7454 members 
Mstep: Class 55 contains 17269 members 
Mstep: Class 56 contains 10084 members 
Mstep: Class 57 contains 4019 members 
Mstep: Class 58 contains 17452 members 
Mstep: Class 59 contains 12678 members 
Mstep: Class 60 contains 2991 members 
Mstep: Class 61 contains 7165 members 
Mstep: Class 62 contains 7641 members 
Mstep: Class 63 contains 32265 members 
Mstep: Class 64 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212108032.000000 Penalty: 229957.734375
Iteration 85Q: 65 clusters Score -2.12108e+08 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 20553 members 
Mstep: Class 3 contains 114441 members 
Mstep: Class 4 contains 13110 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 81677 members 
Mstep: Class 9 contains 22848 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 18855 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 4430 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 65498 members 
Mstep: Class 16 contains 192976 members 
Mstep: Class 17 contains 8296 members 
Mstep: Class 18 contains 43091 members 
Mstep: Class 19 contains 243441 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 8253 members 
Mstep: Class 23 contains 142514 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 36361 members 
Mstep: Class 26 contains 15251 members 
Mstep: Class 27 contains 15277 members 
Mstep: Class 28 contains 15915 members 
Mstep: Class 29 contains 14910 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 11297 members 
Mstep: Class 33 contains 181355 members 
Mstep: Class 34 contains 11212 members 
Mstep: Class 35 contains 70957 members 
Mstep: Class 36 contains 30582 members 
Mstep: Class 37 contains 23142 members 
Mstep: Class 38 contains 20951 members 
Mstep: Class 39 contains 19964 members 
Mstep: Class 40 contains 1257 members 
Mstep: Class 41 contains 5464 members 
Mstep: Class 42 contains 31112 members 
Mstep: Class 43 contains 12798 members 
Mstep: Class 44 contains 63074 members 
Mstep: Class 45 contains 4111 members 
Mstep: Class 46 contains 3260 members 
Mstep: Class 47 contains 3288 members 
Mstep: Class 48 contains 13911 members 
Mstep: Class 49 contains 5956 members 
Mstep: Class 50 contains 74729 members 
Mstep: Class 51 contains 33040 members 
Mstep: Class 52 contains 32404 members 
Mstep: Class 53 contains 6338 members 
Mstep: Class 54 contains 7608 members 
Mstep: Class 55 contains 17334 members 
Mstep: Class 56 contains 10138 members 
Mstep: Class 57 contains 4173 members 
Mstep: Class 58 contains 17495 members 
Mstep: Class 59 contains 12589 members 
Mstep: Class 60 contains 3078 members 
Mstep: Class 61 contains 7277 members 
Mstep: Class 62 contains 7701 members 
Mstep: Class 63 contains 32422 members 
Mstep: Class 64 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212109840.000000 Penalty: 229957.734375
Iteration 86Q: 65 clusters Score -2.121098e+08 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 20571 members 
Mstep: Class 3 contains 114009 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 6960 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 8713 members 
Mstep: Class 8 contains 81615 members 
Mstep: Class 9 contains 23145 members 
Mstep: Class 10 contains 6800 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 7229 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 65424 members 
Mstep: Class 16 contains 192823 members 
Mstep: Class 17 contains 8296 members 
Mstep: Class 18 contains 42639 members 
Mstep: Class 19 contains 243701 members 
Mstep: Class 20 contains 13689 members 
Mstep: Class 21 contains 7484 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 142471 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 35969 members 
Mstep: Class 26 contains 15186 members 
Mstep: Class 27 contains 15308 members 
Mstep: Class 28 contains 15745 members 
Mstep: Class 29 contains 14697 members 
Mstep: Class 30 contains 5075 members 
Mstep: Class 31 contains 2739 members 
Mstep: Class 32 contains 11269 members 
Mstep: Class 33 contains 180691 members 
Mstep: Class 34 contains 11235 members 
Mstep: Class 35 contains 71146 members 
Mstep: Class 36 contains 30371 members 
Mstep: Class 37 contains 23122 members 
Mstep: Class 38 contains 20759 members 
Mstep: Class 39 contains 20047 members 
Mstep: Class 40 contains 1254 members 
Mstep: Class 41 contains 5472 members 
Mstep: Class 42 contains 31430 members 
Mstep: Class 43 contains 13070 members 
Mstep: Class 44 contains 62287 members 
Mstep: Class 45 contains 4119 members 
Mstep: Class 46 contains 3299 members 
Mstep: Class 47 contains 3310 members 
Mstep: Class 48 contains 14089 members 
Mstep: Class 49 contains 6061 members 
Mstep: Class 50 contains 74720 members 
Mstep: Class 51 contains 33126 members 
Mstep: Class 52 contains 32071 members 
Mstep: Class 53 contains 6362 members 
Mstep: Class 54 contains 7747 members 
Mstep: Class 55 contains 17420 members 
Mstep: Class 56 contains 10167 members 
Mstep: Class 57 contains 4320 members 
Mstep: Class 58 contains 17541 members 
Mstep: Class 59 contains 12511 members 
Mstep: Class 60 contains 3178 members 
Mstep: Class 61 contains 7380 members 
Mstep: Class 62 contains 7759 members 
Mstep: Class 63 contains 32557 members 
Mstep: Class 64 contains 5994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212111888.000000 Penalty: 229957.734375
Iteration 87Q: 65 clusters Score -2.121119e+08 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20595 members 
Mstep: Class 3 contains 113644 members 
Mstep: Class 4 contains 13282 members 
Mstep: Class 5 contains 7027 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 8657 members 
Mstep: Class 8 contains 81591 members 
Mstep: Class 9 contains 23411 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 20071 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 13278 members 
Mstep: Class 15 contains 65333 members 
Mstep: Class 16 contains 192688 members 
Mstep: Class 17 contains 8296 members 
Mstep: Class 18 contains 42212 members 
Mstep: Class 19 contains 243936 members 
Mstep: Class 20 contains 13811 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 22 contains 8610 members 
Mstep: Class 23 contains 142462 members 
Mstep: Class 24 contains 2897 members 
Mstep: Class 25 contains 35602 members 
Mstep: Class 26 contains 15123 members 
Mstep: Class 27 contains 15287 members 
Mstep: Class 28 contains 15563 members 
Mstep: Class 29 contains 14501 members 
Mstep: Class 30 contains 5053 members 
Mstep: Class 31 contains 2751 members 
Mstep: Class 32 contains 11238 members 
Mstep: Class 33 contains 180118 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 71311 members 
Mstep: Class 36 contains 30187 members 
Mstep: Class 37 contains 23109 members 
Mstep: Class 38 contains 20588 members 
Mstep: Class 39 contains 20109 members 
Mstep: Class 40 contains 1253 members 
Mstep: Class 41 contains 5479 members 
Mstep: Class 42 contains 31723 members 
Mstep: Class 43 contains 13312 members 
Mstep: Class 44 contains 61475 members 
Mstep: Class 45 contains 4115 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 3332 members 
Mstep: Class 48 contains 14216 members 
Mstep: Class 49 contains 6196 members 
Mstep: Class 50 contains 74673 members 
Mstep: Class 51 contains 33194 members 
Mstep: Class 52 contains 31747 members 
Mstep: Class 53 contains 6384 members 
Mstep: Class 54 contains 7874 members 
Mstep: Class 55 contains 17503 members 
Mstep: Class 56 contains 10249 members 
Mstep: Class 57 contains 4459 members 
Mstep: Class 58 contains 17567 members 
Mstep: Class 59 contains 12446 members 
Mstep: Class 60 contains 3266 members 
Mstep: Class 61 contains 7455 members 
Mstep: Class 62 contains 7799 members 
Mstep: Class 63 contains 32652 members 
Mstep: Class 64 contains 6079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212113712.000000 Penalty: 229957.734375
Iteration 88Q: 65 clusters Score -2.121137e+08 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 20610 members 
Mstep: Class 3 contains 113320 members 
Mstep: Class 4 contains 13344 members 
Mstep: Class 5 contains 7074 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 81569 members 
Mstep: Class 9 contains 23636 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 7325 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 13292 members 
Mstep: Class 15 contains 65260 members 
Mstep: Class 16 contains 192570 members 
Mstep: Class 17 contains 8300 members 
Mstep: Class 18 contains 41840 members 
Mstep: Class 19 contains 244152 members 
Mstep: Class 20 contains 13937 members 
Mstep: Class 21 contains 8442 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 142442 members 
Mstep: Class 24 contains 2896 members 
Mstep: Class 25 contains 35246 members 
Mstep: Class 26 contains 15053 members 
Mstep: Class 27 contains 15308 members 
Mstep: Class 28 contains 15412 members 
Mstep: Class 29 contains 14341 members 
Mstep: Class 30 contains 5022 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 11217 members 
Mstep: Class 33 contains 179594 members 
Mstep: Class 34 contains 11307 members 
Mstep: Class 35 contains 71396 members 
Mstep: Class 36 contains 30049 members 
Mstep: Class 37 contains 23090 members 
Mstep: Class 38 contains 20402 members 
Mstep: Class 39 contains 20185 members 
Mstep: Class 40 contains 1251 members 
Mstep: Class 41 contains 5488 members 
Mstep: Class 42 contains 32019 members 
Mstep: Class 43 contains 13525 members 
Mstep: Class 44 contains 60691 members 
Mstep: Class 45 contains 4106 members 
Mstep: Class 46 contains 3382 members 
Mstep: Class 47 contains 3366 members 
Mstep: Class 48 contains 14320 members 
Mstep: Class 49 contains 6351 members 
Mstep: Class 50 contains 74592 members 
Mstep: Class 51 contains 33268 members 
Mstep: Class 52 contains 31440 members 
Mstep: Class 53 contains 6406 members 
Mstep: Class 54 contains 7988 members 
Mstep: Class 55 contains 17593 members 
Mstep: Class 56 contains 10293 members 
Mstep: Class 57 contains 4589 members 
Mstep: Class 58 contains 17586 members 
Mstep: Class 59 contains 12355 members 
Mstep: Class 60 contains 3368 members 
Mstep: Class 61 contains 7522 members 
Mstep: Class 62 contains 7802 members 
Mstep: Class 63 contains 32713 members 
Mstep: Class 64 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212115104.000000 Penalty: 229957.734375
Iteration 89Q: 65 clusters Score -2.121151e+08 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 20612 members 
Mstep: Class 3 contains 112975 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 8588 members 
Mstep: Class 8 contains 81516 members 
Mstep: Class 9 contains 23783 members 
Mstep: Class 10 contains 6811 members 
Mstep: Class 11 contains 21428 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 13315 members 
Mstep: Class 15 contains 65211 members 
Mstep: Class 16 contains 192483 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 18 contains 41490 members 
Mstep: Class 19 contains 244384 members 
Mstep: Class 20 contains 14047 members 
Mstep: Class 21 contains 8865 members 
Mstep: Class 22 contains 8906 members 
Mstep: Class 23 contains 142447 members 
Mstep: Class 24 contains 2898 members 
Mstep: Class 25 contains 35001 members 
Mstep: Class 26 contains 14995 members 
Mstep: Class 27 contains 15359 members 
Mstep: Class 28 contains 15289 members 
Mstep: Class 29 contains 14208 members 
Mstep: Class 30 contains 5007 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 179088 members 
Mstep: Class 34 contains 11308 members 
Mstep: Class 35 contains 71455 members 
Mstep: Class 36 contains 29921 members 
Mstep: Class 37 contains 23066 members 
Mstep: Class 38 contains 20214 members 
Mstep: Class 39 contains 20248 members 
Mstep: Class 40 contains 1251 members 
Mstep: Class 41 contains 5497 members 
Mstep: Class 42 contains 32332 members 
Mstep: Class 43 contains 13684 members 
Mstep: Class 44 contains 59911 members 
Mstep: Class 45 contains 4085 members 
Mstep: Class 46 contains 3433 members 
Mstep: Class 47 contains 3380 members 
Mstep: Class 48 contains 14399 members 
Mstep: Class 49 contains 6566 members 
Mstep: Class 50 contains 74499 members 
Mstep: Class 51 contains 33335 members 
Mstep: Class 52 contains 31141 members 
Mstep: Class 53 contains 6425 members 
Mstep: Class 54 contains 8082 members 
Mstep: Class 55 contains 17669 members 
Mstep: Class 56 contains 10330 members 
Mstep: Class 57 contains 4682 members 
Mstep: Class 58 contains 17619 members 
Mstep: Class 59 contains 12255 members 
Mstep: Class 60 contains 3476 members 
Mstep: Class 61 contains 7591 members 
Mstep: Class 62 contains 7832 members 
Mstep: Class 63 contains 32761 members 
Mstep: Class 64 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212117344.000000 Penalty: 229957.734375
Iteration 90Q: 65 clusters Score -2.121173e+08 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 20624 members 
Mstep: Class 3 contains 112700 members 
Mstep: Class 4 contains 13459 members 
Mstep: Class 5 contains 7173 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 81433 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 22140 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 13374 members 
Mstep: Class 15 contains 65159 members 
Mstep: Class 16 contains 192421 members 
Mstep: Class 17 contains 8292 members 
Mstep: Class 18 contains 41174 members 
Mstep: Class 19 contains 244575 members 
Mstep: Class 20 contains 14152 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 9058 members 
Mstep: Class 23 contains 142463 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 34786 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 15411 members 
Mstep: Class 28 contains 15120 members 
Mstep: Class 29 contains 14102 members 
Mstep: Class 30 contains 5008 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 11191 members 
Mstep: Class 33 contains 178665 members 
Mstep: Class 34 contains 11275 members 
Mstep: Class 35 contains 71463 members 
Mstep: Class 36 contains 29790 members 
Mstep: Class 37 contains 23068 members 
Mstep: Class 38 contains 20011 members 
Mstep: Class 39 contains 20290 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 5501 members 
Mstep: Class 42 contains 32657 members 
Mstep: Class 43 contains 13790 members 
Mstep: Class 44 contains 59162 members 
Mstep: Class 45 contains 4062 members 
Mstep: Class 46 contains 3495 members 
Mstep: Class 47 contains 3390 members 
Mstep: Class 48 contains 14463 members 
Mstep: Class 49 contains 6794 members 
Mstep: Class 50 contains 74448 members 
Mstep: Class 51 contains 33412 members 
Mstep: Class 52 contains 30845 members 
Mstep: Class 53 contains 6442 members 
Mstep: Class 54 contains 8165 members 
Mstep: Class 55 contains 17744 members 
Mstep: Class 56 contains 10384 members 
Mstep: Class 57 contains 4779 members 
Mstep: Class 58 contains 17647 members 
Mstep: Class 59 contains 12168 members 
Mstep: Class 60 contains 3575 members 
Mstep: Class 61 contains 7650 members 
Mstep: Class 62 contains 7851 members 
Mstep: Class 63 contains 32750 members 
Mstep: Class 64 contains 6346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212119328.000000 Penalty: 229957.734375
Iteration 91Q: 65 clusters Score -2.121193e+08 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20629 members 
Mstep: Class 3 contains 112457 members 
Mstep: Class 4 contains 13511 members 
Mstep: Class 5 contains 7174 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 8514 members 
Mstep: Class 8 contains 81362 members 
Mstep: Class 9 contains 24053 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 22867 members 
Mstep: Class 12 contains 7446 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 13425 members 
Mstep: Class 15 contains 65145 members 
Mstep: Class 16 contains 192349 members 
Mstep: Class 17 contains 8280 members 
Mstep: Class 18 contains 40898 members 
Mstep: Class 19 contains 244754 members 
Mstep: Class 20 contains 14238 members 
Mstep: Class 21 contains 9494 members 
Mstep: Class 22 contains 9210 members 
Mstep: Class 23 contains 142483 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 34617 members 
Mstep: Class 26 contains 14902 members 
Mstep: Class 27 contains 15478 members 
Mstep: Class 28 contains 14955 members 
Mstep: Class 29 contains 14011 members 
Mstep: Class 30 contains 5015 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 11189 members 
Mstep: Class 33 contains 178297 members 
Mstep: Class 34 contains 11220 members 
Mstep: Class 35 contains 71442 members 
Mstep: Class 36 contains 29668 members 
Mstep: Class 37 contains 23060 members 
Mstep: Class 38 contains 19779 members 
Mstep: Class 39 contains 20346 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 5503 members 
Mstep: Class 42 contains 32983 members 
Mstep: Class 43 contains 13861 members 
Mstep: Class 44 contains 58380 members 
Mstep: Class 45 contains 4034 members 
Mstep: Class 46 contains 3544 members 
Mstep: Class 47 contains 3401 members 
Mstep: Class 48 contains 14522 members 
Mstep: Class 49 contains 7070 members 
Mstep: Class 50 contains 74394 members 
Mstep: Class 51 contains 33486 members 
Mstep: Class 52 contains 30568 members 
Mstep: Class 53 contains 6458 members 
Mstep: Class 54 contains 8229 members 
Mstep: Class 55 contains 17836 members 
Mstep: Class 56 contains 10408 members 
Mstep: Class 57 contains 4873 members 
Mstep: Class 58 contains 17672 members 
Mstep: Class 59 contains 12080 members 
Mstep: Class 60 contains 3697 members 
Mstep: Class 61 contains 7692 members 
Mstep: Class 62 contains 7871 members 
Mstep: Class 63 contains 32735 members 
Mstep: Class 64 contains 6410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212120320.000000 Penalty: 229957.734375
Iteration 92Q: 65 clusters Score -2.121203e+08 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 20633 members 
Mstep: Class 3 contains 112226 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 7160 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 8481 members 
Mstep: Class 8 contains 81317 members 
Mstep: Class 9 contains 24147 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 23511 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 65098 members 
Mstep: Class 16 contains 192300 members 
Mstep: Class 17 contains 8292 members 
Mstep: Class 18 contains 40641 members 
Mstep: Class 19 contains 244927 members 
Mstep: Class 20 contains 14321 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 9348 members 
Mstep: Class 23 contains 142495 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 34426 members 
Mstep: Class 26 contains 14853 members 
Mstep: Class 27 contains 15565 members 
Mstep: Class 28 contains 14831 members 
Mstep: Class 29 contains 13951 members 
Mstep: Class 30 contains 5029 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 178021 members 
Mstep: Class 34 contains 11172 members 
Mstep: Class 35 contains 71383 members 
Mstep: Class 36 contains 29568 members 
Mstep: Class 37 contains 23041 members 
Mstep: Class 38 contains 19538 members 
Mstep: Class 39 contains 20393 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5506 members 
Mstep: Class 42 contains 33291 members 
Mstep: Class 43 contains 13916 members 
Mstep: Class 44 contains 57717 members 
Mstep: Class 45 contains 3991 members 
Mstep: Class 46 contains 3580 members 
Mstep: Class 47 contains 3415 members 
Mstep: Class 48 contains 14583 members 
Mstep: Class 49 contains 7348 members 
Mstep: Class 50 contains 74349 members 
Mstep: Class 51 contains 33579 members 
Mstep: Class 52 contains 30308 members 
Mstep: Class 53 contains 6475 members 
Mstep: Class 54 contains 8281 members 
Mstep: Class 55 contains 17908 members 
Mstep: Class 56 contains 10418 members 
Mstep: Class 57 contains 4955 members 
Mstep: Class 58 contains 17700 members 
Mstep: Class 59 contains 11989 members 
Mstep: Class 60 contains 3818 members 
Mstep: Class 61 contains 7717 members 
Mstep: Class 62 contains 7891 members 
Mstep: Class 63 contains 32706 members 
Mstep: Class 64 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212121168.000000 Penalty: 229957.734375
Iteration 93Q: 65 clusters Score -2.121212e+08 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 20642 members 
Mstep: Class 3 contains 112028 members 
Mstep: Class 4 contains 13625 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8455 members 
Mstep: Class 8 contains 81269 members 
Mstep: Class 9 contains 24230 members 
Mstep: Class 10 contains 6714 members 
Mstep: Class 11 contains 24101 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 13570 members 
Mstep: Class 15 contains 65068 members 
Mstep: Class 16 contains 192280 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 18 contains 40393 members 
Mstep: Class 19 contains 245119 members 
Mstep: Class 20 contains 14372 members 
Mstep: Class 21 contains 9922 members 
Mstep: Class 22 contains 9497 members 
Mstep: Class 23 contains 142505 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 34286 members 
Mstep: Class 26 contains 14810 members 
Mstep: Class 27 contains 15646 members 
Mstep: Class 28 contains 14718 members 
Mstep: Class 29 contains 13906 members 
Mstep: Class 30 contains 5037 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 11180 members 
Mstep: Class 33 contains 177701 members 
Mstep: Class 34 contains 11105 members 
Mstep: Class 35 contains 71308 members 
Mstep: Class 36 contains 29474 members 
Mstep: Class 37 contains 23031 members 
Mstep: Class 38 contains 19317 members 
Mstep: Class 39 contains 20424 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5509 members 
Mstep: Class 42 contains 33536 members 
Mstep: Class 43 contains 13945 members 
Mstep: Class 44 contains 57101 members 
Mstep: Class 45 contains 3960 members 
Mstep: Class 46 contains 3617 members 
Mstep: Class 47 contains 3426 members 
Mstep: Class 48 contains 14635 members 
Mstep: Class 49 contains 7667 members 
Mstep: Class 50 contains 74316 members 
Mstep: Class 51 contains 33660 members 
Mstep: Class 52 contains 30061 members 
Mstep: Class 53 contains 6501 members 
Mstep: Class 54 contains 8343 members 
Mstep: Class 55 contains 17992 members 
Mstep: Class 56 contains 10417 members 
Mstep: Class 57 contains 5025 members 
Mstep: Class 58 contains 17745 members 
Mstep: Class 59 contains 11908 members 
Mstep: Class 60 contains 3928 members 
Mstep: Class 61 contains 7733 members 
Mstep: Class 62 contains 7908 members 
Mstep: Class 63 contains 32671 members 
Mstep: Class 64 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212122688.000000 Penalty: 229957.734375
Iteration 94Q: 65 clusters Score -2.121227e+08 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 20647 members 
Mstep: Class 3 contains 111819 members 
Mstep: Class 4 contains 13670 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 81218 members 
Mstep: Class 9 contains 24290 members 
Mstep: Class 10 contains 6690 members 
Mstep: Class 11 contains 24643 members 
Mstep: Class 12 contains 7560 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 13622 members 
Mstep: Class 15 contains 65071 members 
Mstep: Class 16 contains 192278 members 
Mstep: Class 17 contains 8332 members 
Mstep: Class 18 contains 40155 members 
Mstep: Class 19 contains 245281 members 
Mstep: Class 20 contains 14428 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 9631 members 
Mstep: Class 23 contains 142507 members 
Mstep: Class 24 contains 2884 members 
Mstep: Class 25 contains 34158 members 
Mstep: Class 26 contains 14767 members 
Mstep: Class 27 contains 15749 members 
Mstep: Class 28 contains 14625 members 
Mstep: Class 29 contains 13865 members 
Mstep: Class 30 contains 5051 members 
Mstep: Class 31 contains 2849 members 
Mstep: Class 32 contains 11182 members 
Mstep: Class 33 contains 177383 members 
Mstep: Class 34 contains 11036 members 
Mstep: Class 35 contains 71192 members 
Mstep: Class 36 contains 29355 members 
Mstep: Class 37 contains 23036 members 
Mstep: Class 38 contains 19115 members 
Mstep: Class 39 contains 20445 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5515 members 
Mstep: Class 42 contains 33795 members 
Mstep: Class 43 contains 13982 members 
Mstep: Class 44 contains 56622 members 
Mstep: Class 45 contains 3939 members 
Mstep: Class 46 contains 3647 members 
Mstep: Class 47 contains 3429 members 
Mstep: Class 48 contains 14697 members 
Mstep: Class 49 contains 7972 members 
Mstep: Class 50 contains 74266 members 
Mstep: Class 51 contains 33719 members 
Mstep: Class 52 contains 29831 members 
Mstep: Class 53 contains 6528 members 
Mstep: Class 54 contains 8373 members 
Mstep: Class 55 contains 18071 members 
Mstep: Class 56 contains 10441 members 
Mstep: Class 57 contains 5078 members 
Mstep: Class 58 contains 17787 members 
Mstep: Class 59 contains 11804 members 
Mstep: Class 60 contains 4050 members 
Mstep: Class 61 contains 7746 members 
Mstep: Class 62 contains 7930 members 
Mstep: Class 63 contains 32607 members 
Mstep: Class 64 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212123328.000000 Penalty: 229957.734375
Iteration 95Q: 65 clusters Score -2.121233e+08 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 20644 members 
Mstep: Class 3 contains 111623 members 
Mstep: Class 4 contains 13718 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8387 members 
Mstep: Class 8 contains 81168 members 
Mstep: Class 9 contains 24304 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 25150 members 
Mstep: Class 12 contains 7580 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 13655 members 
Mstep: Class 15 contains 65085 members 
Mstep: Class 16 contains 192299 members 
Mstep: Class 17 contains 8339 members 
Mstep: Class 18 contains 39940 members 
Mstep: Class 19 contains 245407 members 
Mstep: Class 20 contains 14482 members 
Mstep: Class 21 contains 10267 members 
Mstep: Class 22 contains 9739 members 
Mstep: Class 23 contains 142501 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 34048 members 
Mstep: Class 26 contains 14726 members 
Mstep: Class 27 contains 15866 members 
Mstep: Class 28 contains 14552 members 
Mstep: Class 29 contains 13822 members 
Mstep: Class 30 contains 5058 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 11185 members 
Mstep: Class 33 contains 177088 members 
Mstep: Class 34 contains 10963 members 
Mstep: Class 35 contains 71056 members 
Mstep: Class 36 contains 29260 members 
Mstep: Class 37 contains 23041 members 
Mstep: Class 38 contains 18909 members 
Mstep: Class 39 contains 20460 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5515 members 
Mstep: Class 42 contains 34046 members 
Mstep: Class 43 contains 14003 members 
Mstep: Class 44 contains 56206 members 
Mstep: Class 45 contains 3931 members 
Mstep: Class 46 contains 3688 members 
Mstep: Class 47 contains 3431 members 
Mstep: Class 48 contains 14751 members 
Mstep: Class 49 contains 8211 members 
Mstep: Class 50 contains 74227 members 
Mstep: Class 51 contains 33775 members 
Mstep: Class 52 contains 29652 members 
Mstep: Class 53 contains 6552 members 
Mstep: Class 54 contains 8406 members 
Mstep: Class 55 contains 18145 members 
Mstep: Class 56 contains 10463 members 
Mstep: Class 57 contains 5123 members 
Mstep: Class 58 contains 17827 members 
Mstep: Class 59 contains 11713 members 
Mstep: Class 60 contains 4196 members 
Mstep: Class 61 contains 7758 members 
Mstep: Class 62 contains 7943 members 
Mstep: Class 63 contains 32557 members 
Mstep: Class 64 contains 6670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212123600.000000 Penalty: 229957.734375
Iteration 96Q: 65 clusters Score -2.121236e+08 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 20644 members 
Mstep: Class 3 contains 111459 members 
Mstep: Class 4 contains 13771 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 81111 members 
Mstep: Class 9 contains 24295 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 25612 members 
Mstep: Class 12 contains 7595 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 13671 members 
Mstep: Class 15 contains 65100 members 
Mstep: Class 16 contains 192310 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 18 contains 39757 members 
Mstep: Class 19 contains 245551 members 
Mstep: Class 20 contains 14568 members 
Mstep: Class 21 contains 10412 members 
Mstep: Class 22 contains 9876 members 
Mstep: Class 23 contains 142509 members 
Mstep: Class 24 contains 2901 members 
Mstep: Class 25 contains 34002 members 
Mstep: Class 26 contains 14687 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 14473 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 5064 members 
Mstep: Class 31 contains 2878 members 
Mstep: Class 32 contains 11185 members 
Mstep: Class 33 contains 176768 members 
Mstep: Class 34 contains 10907 members 
Mstep: Class 35 contains 70873 members 
Mstep: Class 36 contains 29161 members 
Mstep: Class 37 contains 23046 members 
Mstep: Class 38 contains 18695 members 
Mstep: Class 39 contains 20468 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5522 members 
Mstep: Class 42 contains 34284 members 
Mstep: Class 43 contains 14022 members 
Mstep: Class 44 contains 55886 members 
Mstep: Class 45 contains 3918 members 
Mstep: Class 46 contains 3743 members 
Mstep: Class 47 contains 3433 members 
Mstep: Class 48 contains 14787 members 
Mstep: Class 49 contains 8439 members 
Mstep: Class 50 contains 74157 members 
Mstep: Class 51 contains 33816 members 
Mstep: Class 52 contains 29468 members 
Mstep: Class 53 contains 6565 members 
Mstep: Class 54 contains 8433 members 
Mstep: Class 55 contains 18228 members 
Mstep: Class 56 contains 10479 members 
Mstep: Class 57 contains 5163 members 
Mstep: Class 58 contains 17864 members 
Mstep: Class 59 contains 11626 members 
Mstep: Class 60 contains 4335 members 
Mstep: Class 61 contains 7766 members 
Mstep: Class 62 contains 7947 members 
Mstep: Class 63 contains 32502 members 
Mstep: Class 64 contains 6723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212124144.000000 Penalty: 229957.734375
Iteration 97Q: 65 clusters Score -2.121241e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 20641 members 
Mstep: Class 3 contains 111317 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 7172 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 81074 members 
Mstep: Class 9 contains 24287 members 
Mstep: Class 10 contains 6641 members 
Mstep: Class 11 contains 26061 members 
Mstep: Class 12 contains 7615 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 13687 members 
Mstep: Class 15 contains 65129 members 
Mstep: Class 16 contains 192329 members 
Mstep: Class 17 contains 8328 members 
Mstep: Class 18 contains 39577 members 
Mstep: Class 19 contains 245670 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 10520 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 142512 members 
Mstep: Class 24 contains 2922 members 
Mstep: Class 25 contains 33964 members 
Mstep: Class 26 contains 14665 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 14346 members 
Mstep: Class 29 contains 13770 members 
Mstep: Class 30 contains 5060 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 11182 members 
Mstep: Class 33 contains 176510 members 
Mstep: Class 34 contains 10855 members 
Mstep: Class 35 contains 70652 members 
Mstep: Class 36 contains 29096 members 
Mstep: Class 37 contains 23052 members 
Mstep: Class 38 contains 18480 members 
Mstep: Class 39 contains 20471 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5534 members 
Mstep: Class 42 contains 34515 members 
Mstep: Class 43 contains 14048 members 
Mstep: Class 44 contains 55626 members 
Mstep: Class 45 contains 3903 members 
Mstep: Class 46 contains 3791 members 
Mstep: Class 47 contains 3437 members 
Mstep: Class 48 contains 14812 members 
Mstep: Class 49 contains 8651 members 
Mstep: Class 50 contains 74049 members 
Mstep: Class 51 contains 33850 members 
Mstep: Class 52 contains 29311 members 
Mstep: Class 53 contains 6570 members 
Mstep: Class 54 contains 8459 members 
Mstep: Class 55 contains 18311 members 
Mstep: Class 56 contains 10493 members 
Mstep: Class 57 contains 5194 members 
Mstep: Class 58 contains 17878 members 
Mstep: Class 59 contains 11546 members 
Mstep: Class 60 contains 4450 members 
Mstep: Class 61 contains 7773 members 
Mstep: Class 62 contains 7953 members 
Mstep: Class 63 contains 32455 members 
Mstep: Class 64 contains 6783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212124048.000000 Penalty: 229957.734375
Iteration 98Q: 65 clusters Score -2.12124e+08 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 20641 members 
Mstep: Class 3 contains 111209 members 
Mstep: Class 4 contains 13863 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8267 members 
Mstep: Class 8 contains 81037 members 
Mstep: Class 9 contains 24284 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 7641 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 13705 members 
Mstep: Class 15 contains 65165 members 
Mstep: Class 16 contains 192357 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 39422 members 
Mstep: Class 19 contains 245766 members 
Mstep: Class 20 contains 14756 members 
Mstep: Class 21 contains 10618 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 142514 members 
Mstep: Class 24 contains 2945 members 
Mstep: Class 25 contains 33919 members 
Mstep: Class 26 contains 14654 members 
Mstep: Class 27 contains 16080 members 
Mstep: Class 28 contains 14264 members 
Mstep: Class 29 contains 13749 members 
Mstep: Class 30 contains 5048 members 
Mstep: Class 31 contains 2924 members 
Mstep: Class 32 contains 11184 members 
Mstep: Class 33 contains 176261 members 
Mstep: Class 34 contains 10809 members 
Mstep: Class 35 contains 70437 members 
Mstep: Class 36 contains 29042 members 
Mstep: Class 37 contains 23038 members 
Mstep: Class 38 contains 18257 members 
Mstep: Class 39 contains 20477 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5541 members 
Mstep: Class 42 contains 34770 members 
Mstep: Class 43 contains 14061 members 
Mstep: Class 44 contains 55377 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 3831 members 
Mstep: Class 47 contains 3438 members 
Mstep: Class 48 contains 14829 members 
Mstep: Class 49 contains 8851 members 
Mstep: Class 50 contains 73951 members 
Mstep: Class 51 contains 33884 members 
Mstep: Class 52 contains 29165 members 
Mstep: Class 53 contains 6579 members 
Mstep: Class 54 contains 8488 members 
Mstep: Class 55 contains 18376 members 
Mstep: Class 56 contains 10505 members 
Mstep: Class 57 contains 5212 members 
Mstep: Class 58 contains 17897 members 
Mstep: Class 59 contains 11468 members 
Mstep: Class 60 contains 4572 members 
Mstep: Class 61 contains 7789 members 
Mstep: Class 62 contains 7960 members 
Mstep: Class 63 contains 32404 members 
Mstep: Class 64 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212124304.000000 Penalty: 229957.734375
Iteration 99Q: 65 clusters Score -2.121243e+08 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 20638 members 
Mstep: Class 3 contains 111107 members 
Mstep: Class 4 contains 13929 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 81009 members 
Mstep: Class 9 contains 24269 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 26831 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 13747 members 
Mstep: Class 15 contains 65213 members 
Mstep: Class 16 contains 192385 members 
Mstep: Class 17 contains 8318 members 
Mstep: Class 18 contains 39290 members 
Mstep: Class 19 contains 245893 members 
Mstep: Class 20 contains 14857 members 
Mstep: Class 21 contains 10704 members 
Mstep: Class 22 contains 10193 members 
Mstep: Class 23 contains 142518 members 
Mstep: Class 24 contains 2968 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 14627 members 
Mstep: Class 27 contains 16140 members 
Mstep: Class 28 contains 14150 members 
Mstep: Class 29 contains 13726 members 
Mstep: Class 30 contains 5038 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 176002 members 
Mstep: Class 34 contains 10752 members 
Mstep: Class 35 contains 70208 members 
Mstep: Class 36 contains 28996 members 
Mstep: Class 37 contains 23028 members 
Mstep: Class 38 contains 18028 members 
Mstep: Class 39 contains 20489 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 5547 members 
Mstep: Class 42 contains 35011 members 
Mstep: Class 43 contains 14072 members 
Mstep: Class 44 contains 55181 members 
Mstep: Class 45 contains 3869 members 
Mstep: Class 46 contains 3870 members 
Mstep: Class 47 contains 3445 members 
Mstep: Class 48 contains 14841 members 
Mstep: Class 49 contains 9035 members 
Mstep: Class 50 contains 73861 members 
Mstep: Class 51 contains 33897 members 
Mstep: Class 52 contains 29008 members 
Mstep: Class 53 contains 6589 members 
Mstep: Class 54 contains 8509 members 
Mstep: Class 55 contains 18437 members 
Mstep: Class 56 contains 10524 members 
Mstep: Class 57 contains 5241 members 
Mstep: Class 58 contains 17888 members 
Mstep: Class 59 contains 11371 members 
Mstep: Class 60 contains 4689 members 
Mstep: Class 61 contains 7796 members 
Mstep: Class 62 contains 7983 members 
Mstep: Class 63 contains 32341 members 
Mstep: Class 64 contains 6925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212126544.000000 Penalty: 229957.734375
Iteration 100F: 65 clusters Score -2.121265e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 20634 members 
Mstep: Class 3 contains 110957 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 7284 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8205 members 
Mstep: Class 8 contains 80973 members 
Mstep: Class 9 contains 24241 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 27479 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 65259 members 
Mstep: Class 16 contains 192411 members 
Mstep: Class 17 contains 8317 members 
Mstep: Class 18 contains 39182 members 
Mstep: Class 19 contains 246016 members 
Mstep: Class 20 contains 14954 members 
Mstep: Class 21 contains 10844 members 
Mstep: Class 22 contains 10282 members 
Mstep: Class 23 contains 142511 members 
Mstep: Class 24 contains 2995 members 
Mstep: Class 25 contains 33834 members 
Mstep: Class 26 contains 14603 members 
Mstep: Class 27 contains 16175 members 
Mstep: Class 28 contains 14079 members 
Mstep: Class 29 contains 13692 members 
Mstep: Class 30 contains 4954 members 
Mstep: Class 31 contains 2960 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 175747 members 
Mstep: Class 34 contains 10702 members 
Mstep: Class 35 contains 69967 members 
Mstep: Class 36 contains 28920 members 
Mstep: Class 37 contains 23029 members 
Mstep: Class 38 contains 17767 members 
Mstep: Class 39 contains 20497 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5552 members 
Mstep: Class 42 contains 35204 members 
Mstep: Class 43 contains 14160 members 
Mstep: Class 44 contains 54755 members 
Mstep: Class 45 contains 3842 members 
Mstep: Class 46 contains 3902 members 
Mstep: Class 47 contains 3472 members 
Mstep: Class 48 contains 14857 members 
Mstep: Class 49 contains 9194 members 
Mstep: Class 50 contains 73772 members 
Mstep: Class 51 contains 33916 members 
Mstep: Class 52 contains 28880 members 
Mstep: Class 53 contains 6590 members 
Mstep: Class 54 contains 8552 members 
Mstep: Class 55 contains 18483 members 
Mstep: Class 56 contains 10460 members 
Mstep: Class 57 contains 5284 members 
Mstep: Class 58 contains 17883 members 
Mstep: Class 59 contains 11249 members 
Mstep: Class 60 contains 4801 members 
Mstep: Class 61 contains 7804 members 
Mstep: Class 62 contains 7982 members 
Mstep: Class 63 contains 32277 members 
Mstep: Class 64 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212128112.000000 Penalty: 229957.734375
Iteration 101Q: 65 clusters Score -2.121281e+08 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20626 members 
Mstep: Class 3 contains 110787 members 
Mstep: Class 4 contains 14108 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 80945 members 
Mstep: Class 9 contains 24199 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 28084 members 
Mstep: Class 12 contains 7713 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 65309 members 
Mstep: Class 16 contains 192436 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 18 contains 39106 members 
Mstep: Class 19 contains 246133 members 
Mstep: Class 20 contains 15067 members 
Mstep: Class 21 contains 10989 members 
Mstep: Class 22 contains 10361 members 
Mstep: Class 23 contains 142512 members 
Mstep: Class 24 contains 3013 members 
Mstep: Class 25 contains 33727 members 
Mstep: Class 26 contains 14589 members 
Mstep: Class 27 contains 16200 members 
Mstep: Class 28 contains 13987 members 
Mstep: Class 29 contains 13661 members 
Mstep: Class 30 contains 4854 members 
Mstep: Class 31 contains 2984 members 
Mstep: Class 32 contains 11228 members 
Mstep: Class 33 contains 175518 members 
Mstep: Class 34 contains 10690 members 
Mstep: Class 35 contains 69721 members 
Mstep: Class 36 contains 28855 members 
Mstep: Class 37 contains 23046 members 
Mstep: Class 38 contains 17525 members 
Mstep: Class 39 contains 20530 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5554 members 
Mstep: Class 42 contains 35451 members 
Mstep: Class 43 contains 14195 members 
Mstep: Class 44 contains 54339 members 
Mstep: Class 45 contains 3815 members 
Mstep: Class 46 contains 3957 members 
Mstep: Class 47 contains 3479 members 
Mstep: Class 48 contains 14867 members 
Mstep: Class 49 contains 9356 members 
Mstep: Class 50 contains 73675 members 
Mstep: Class 51 contains 33924 members 
Mstep: Class 52 contains 28759 members 
Mstep: Class 53 contains 6603 members 
Mstep: Class 54 contains 8590 members 
Mstep: Class 55 contains 18503 members 
Mstep: Class 56 contains 10408 members 
Mstep: Class 57 contains 5328 members 
Mstep: Class 58 contains 17896 members 
Mstep: Class 59 contains 11108 members 
Mstep: Class 60 contains 4888 members 
Mstep: Class 61 contains 7812 members 
Mstep: Class 62 contains 7978 members 
Mstep: Class 63 contains 32201 members 
Mstep: Class 64 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212129104.000000 Penalty: 229957.734375
Iteration 102Q: 65 clusters Score -2.121291e+08 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 20612 members 
Mstep: Class 3 contains 110684 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 7400 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 8160 members 
Mstep: Class 8 contains 80902 members 
Mstep: Class 9 contains 24168 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 28643 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 13869 members 
Mstep: Class 15 contains 65328 members 
Mstep: Class 16 contains 192446 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 18 contains 39009 members 
Mstep: Class 19 contains 246234 members 
Mstep: Class 20 contains 15175 members 
Mstep: Class 21 contains 11114 members 
Mstep: Class 22 contains 10439 members 
Mstep: Class 23 contains 142552 members 
Mstep: Class 24 contains 3009 members 
Mstep: Class 25 contains 33605 members 
Mstep: Class 26 contains 14560 members 
Mstep: Class 27 contains 16205 members 
Mstep: Class 28 contains 13875 members 
Mstep: Class 29 contains 13643 members 
Mstep: Class 30 contains 4748 members 
Mstep: Class 31 contains 3012 members 
Mstep: Class 32 contains 11244 members 
Mstep: Class 33 contains 175302 members 
Mstep: Class 34 contains 10709 members 
Mstep: Class 35 contains 69479 members 
Mstep: Class 36 contains 28825 members 
Mstep: Class 37 contains 23066 members 
Mstep: Class 38 contains 17290 members 
Mstep: Class 39 contains 20557 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5556 members 
Mstep: Class 42 contains 35691 members 
Mstep: Class 43 contains 14242 members 
Mstep: Class 44 contains 53967 members 
Mstep: Class 45 contains 3804 members 
Mstep: Class 46 contains 4019 members 
Mstep: Class 47 contains 3480 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 9485 members 
Mstep: Class 50 contains 73601 members 
Mstep: Class 51 contains 33905 members 
Mstep: Class 52 contains 28647 members 
Mstep: Class 53 contains 6610 members 
Mstep: Class 54 contains 8638 members 
Mstep: Class 55 contains 18562 members 
Mstep: Class 56 contains 10368 members 
Mstep: Class 57 contains 5382 members 
Mstep: Class 58 contains 17894 members 
Mstep: Class 59 contains 10942 members 
Mstep: Class 60 contains 4987 members 
Mstep: Class 61 contains 7820 members 
Mstep: Class 62 contains 7974 members 
Mstep: Class 63 contains 32138 members 
Mstep: Class 64 contains 7579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212129952.000000 Penalty: 229957.734375
Iteration 103Q: 65 clusters Score -2.1213e+08 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 20604 members 
Mstep: Class 3 contains 110585 members 
Mstep: Class 4 contains 14289 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 80867 members 
Mstep: Class 9 contains 24130 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 29186 members 
Mstep: Class 12 contains 7728 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 13917 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 192460 members 
Mstep: Class 17 contains 8328 members 
Mstep: Class 18 contains 38906 members 
Mstep: Class 19 contains 246339 members 
Mstep: Class 20 contains 15281 members 
Mstep: Class 21 contains 11221 members 
Mstep: Class 22 contains 10514 members 
Mstep: Class 23 contains 142595 members 
Mstep: Class 24 contains 3026 members 
Mstep: Class 25 contains 33550 members 
Mstep: Class 26 contains 14534 members 
Mstep: Class 27 contains 16238 members 
Mstep: Class 28 contains 13759 members 
Mstep: Class 29 contains 13637 members 
Mstep: Class 30 contains 4645 members 
Mstep: Class 31 contains 3040 members 
Mstep: Class 32 contains 11265 members 
Mstep: Class 33 contains 175108 members 
Mstep: Class 34 contains 10695 members 
Mstep: Class 35 contains 69229 members 
Mstep: Class 36 contains 28773 members 
Mstep: Class 37 contains 23070 members 
Mstep: Class 38 contains 17043 members 
Mstep: Class 39 contains 20580 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5559 members 
Mstep: Class 42 contains 35927 members 
Mstep: Class 43 contains 14275 members 
Mstep: Class 44 contains 53620 members 
Mstep: Class 45 contains 3792 members 
Mstep: Class 46 contains 4089 members 
Mstep: Class 47 contains 3480 members 
Mstep: Class 48 contains 14886 members 
Mstep: Class 49 contains 9593 members 
Mstep: Class 50 contains 73524 members 
Mstep: Class 51 contains 33899 members 
Mstep: Class 52 contains 28517 members 
Mstep: Class 53 contains 6621 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 18612 members 
Mstep: Class 56 contains 10311 members 
Mstep: Class 57 contains 5434 members 
Mstep: Class 58 contains 17905 members 
Mstep: Class 59 contains 10778 members 
Mstep: Class 60 contains 5100 members 
Mstep: Class 61 contains 7824 members 
Mstep: Class 62 contains 7975 members 
Mstep: Class 63 contains 32081 members 
Mstep: Class 64 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212130944.000000 Penalty: 229957.734375
Iteration 104Q: 65 clusters Score -2.121309e+08 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 20590 members 
Mstep: Class 3 contains 110498 members 
Mstep: Class 4 contains 14388 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 8 contains 80797 members 
Mstep: Class 9 contains 24099 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 29732 members 
Mstep: Class 12 contains 7745 members 
Mstep: Class 13 contains 4140 members 
Mstep: Class 14 contains 13982 members 
Mstep: Class 15 contains 65336 members 
Mstep: Class 16 contains 192472 members 
Mstep: Class 17 contains 8354 members 
Mstep: Class 18 contains 38822 members 
Mstep: Class 19 contains 246445 members 
Mstep: Class 20 contains 15397 members 
Mstep: Class 21 contains 11311 members 
Mstep: Class 22 contains 10593 members 
Mstep: Class 23 contains 142613 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 33504 members 
Mstep: Class 26 contains 14518 members 
Mstep: Class 27 contains 16274 members 
Mstep: Class 28 contains 13656 members 
Mstep: Class 29 contains 13625 members 
Mstep: Class 30 contains 4564 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 11280 members 
Mstep: Class 33 contains 174951 members 
Mstep: Class 34 contains 10691 members 
Mstep: Class 35 contains 68941 members 
Mstep: Class 36 contains 28735 members 
Mstep: Class 37 contains 23061 members 
Mstep: Class 38 contains 16763 members 
Mstep: Class 39 contains 20619 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5566 members 
Mstep: Class 42 contains 36153 members 
Mstep: Class 43 contains 14286 members 
Mstep: Class 44 contains 53340 members 
Mstep: Class 45 contains 3777 members 
Mstep: Class 46 contains 4158 members 
Mstep: Class 47 contains 3479 members 
Mstep: Class 48 contains 14894 members 
Mstep: Class 49 contains 9712 members 
Mstep: Class 50 contains 73411 members 
Mstep: Class 51 contains 33893 members 
Mstep: Class 52 contains 28402 members 
Mstep: Class 53 contains 6630 members 
Mstep: Class 54 contains 8723 members 
Mstep: Class 55 contains 18641 members 
Mstep: Class 56 contains 10257 members 
Mstep: Class 57 contains 5484 members 
Mstep: Class 58 contains 17911 members 
Mstep: Class 59 contains 10637 members 
Mstep: Class 60 contains 5233 members 
Mstep: Class 61 contains 7828 members 
Mstep: Class 62 contains 7958 members 
Mstep: Class 63 contains 32009 members 
Mstep: Class 64 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212132720.000000 Penalty: 229957.734375
Iteration 105Q: 65 clusters Score -2.121327e+08 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 20582 members 
Mstep: Class 3 contains 110406 members 
Mstep: Class 4 contains 14489 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 80736 members 
Mstep: Class 9 contains 24062 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 30233 members 
Mstep: Class 12 contains 7759 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 65337 members 
Mstep: Class 16 contains 192497 members 
Mstep: Class 17 contains 8381 members 
Mstep: Class 18 contains 38762 members 
Mstep: Class 19 contains 246562 members 
Mstep: Class 20 contains 15498 members 
Mstep: Class 21 contains 11382 members 
Mstep: Class 22 contains 10654 members 
Mstep: Class 23 contains 142645 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 33507 members 
Mstep: Class 26 contains 14505 members 
Mstep: Class 27 contains 16297 members 
Mstep: Class 28 contains 13560 members 
Mstep: Class 29 contains 13627 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 3109 members 
Mstep: Class 32 contains 11288 members 
Mstep: Class 33 contains 174781 members 
Mstep: Class 34 contains 10686 members 
Mstep: Class 35 contains 68640 members 
Mstep: Class 36 contains 28686 members 
Mstep: Class 37 contains 23059 members 
Mstep: Class 38 contains 16460 members 
Mstep: Class 39 contains 20649 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5571 members 
Mstep: Class 42 contains 36393 members 
Mstep: Class 43 contains 14288 members 
Mstep: Class 44 contains 53089 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 4219 members 
Mstep: Class 47 contains 3474 members 
Mstep: Class 48 contains 14896 members 
Mstep: Class 49 contains 9822 members 
Mstep: Class 50 contains 73317 members 
Mstep: Class 51 contains 33879 members 
Mstep: Class 52 contains 28282 members 
Mstep: Class 53 contains 6634 members 
Mstep: Class 54 contains 8755 members 
Mstep: Class 55 contains 18656 members 
Mstep: Class 56 contains 10209 members 
Mstep: Class 57 contains 5532 members 
Mstep: Class 58 contains 17912 members 
Mstep: Class 59 contains 10492 members 
Mstep: Class 60 contains 5391 members 
Mstep: Class 61 contains 7833 members 
Mstep: Class 62 contains 7949 members 
Mstep: Class 63 contains 31945 members 
Mstep: Class 64 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133888.000000 Penalty: 229957.734375
Iteration 106Q: 65 clusters Score -2.121339e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 20568 members 
Mstep: Class 3 contains 110330 members 
Mstep: Class 4 contains 14576 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 80650 members 
Mstep: Class 9 contains 24046 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 30733 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 65304 members 
Mstep: Class 16 contains 192514 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 38711 members 
Mstep: Class 19 contains 246662 members 
Mstep: Class 20 contains 15624 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 10712 members 
Mstep: Class 23 contains 142684 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 33483 members 
Mstep: Class 26 contains 14482 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 13466 members 
Mstep: Class 29 contains 13620 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3162 members 
Mstep: Class 32 contains 11288 members 
Mstep: Class 33 contains 174644 members 
Mstep: Class 34 contains 10694 members 
Mstep: Class 35 contains 68347 members 
Mstep: Class 36 contains 28648 members 
Mstep: Class 37 contains 23057 members 
Mstep: Class 38 contains 16169 members 
Mstep: Class 39 contains 20671 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5576 members 
Mstep: Class 42 contains 36620 members 
Mstep: Class 43 contains 14297 members 
Mstep: Class 44 contains 52831 members 
Mstep: Class 45 contains 3745 members 
Mstep: Class 46 contains 4269 members 
Mstep: Class 47 contains 3475 members 
Mstep: Class 48 contains 14910 members 
Mstep: Class 49 contains 9926 members 
Mstep: Class 50 contains 73231 members 
Mstep: Class 51 contains 33882 members 
Mstep: Class 52 contains 28160 members 
Mstep: Class 53 contains 6638 members 
Mstep: Class 54 contains 8773 members 
Mstep: Class 55 contains 18687 members 
Mstep: Class 56 contains 10164 members 
Mstep: Class 57 contains 5566 members 
Mstep: Class 58 contains 17914 members 
Mstep: Class 59 contains 10353 members 
Mstep: Class 60 contains 5575 members 
Mstep: Class 61 contains 7837 members 
Mstep: Class 62 contains 7954 members 
Mstep: Class 63 contains 31872 members 
Mstep: Class 64 contains 8370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212135872.000000 Penalty: 229957.734375
Iteration 107Q: 65 clusters Score -2.121359e+08 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 20555 members 
Mstep: Class 3 contains 110272 members 
Mstep: Class 4 contains 14635 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 80555 members 
Mstep: Class 9 contains 24007 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 31204 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 4113 members 
Mstep: Class 14 contains 14111 members 
Mstep: Class 15 contains 65278 members 
Mstep: Class 16 contains 192532 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 38673 members 
Mstep: Class 19 contains 246790 members 
Mstep: Class 20 contains 15783 members 
Mstep: Class 21 contains 11488 members 
Mstep: Class 22 contains 10764 members 
Mstep: Class 23 contains 142723 members 
Mstep: Class 24 contains 3080 members 
Mstep: Class 25 contains 33429 members 
Mstep: Class 26 contains 14457 members 
Mstep: Class 27 contains 16306 members 
Mstep: Class 28 contains 13361 members 
Mstep: Class 29 contains 13607 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 3215 members 
Mstep: Class 32 contains 11307 members 
Mstep: Class 33 contains 174542 members 
Mstep: Class 34 contains 10705 members 
Mstep: Class 35 contains 68040 members 
Mstep: Class 36 contains 28593 members 
Mstep: Class 37 contains 23052 members 
Mstep: Class 38 contains 15885 members 
Mstep: Class 39 contains 20682 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5581 members 
Mstep: Class 42 contains 36856 members 
Mstep: Class 43 contains 14293 members 
Mstep: Class 44 contains 52607 members 
Mstep: Class 45 contains 3737 members 
Mstep: Class 46 contains 4323 members 
Mstep: Class 47 contains 3471 members 
Mstep: Class 48 contains 14915 members 
Mstep: Class 49 contains 10031 members 
Mstep: Class 50 contains 73116 members 
Mstep: Class 51 contains 33892 members 
Mstep: Class 52 contains 28045 members 
Mstep: Class 53 contains 6641 members 
Mstep: Class 54 contains 8780 members 
Mstep: Class 55 contains 18705 members 
Mstep: Class 56 contains 10140 members 
Mstep: Class 57 contains 5598 members 
Mstep: Class 58 contains 17907 members 
Mstep: Class 59 contains 10219 members 
Mstep: Class 60 contains 5778 members 
Mstep: Class 61 contains 7841 members 
Mstep: Class 62 contains 7963 members 
Mstep: Class 63 contains 31796 members 
Mstep: Class 64 contains 8528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212136960.000000 Penalty: 229957.734375
Iteration 108Q: 65 clusters Score -2.12137e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 20541 members 
Mstep: Class 3 contains 110221 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 7467 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 80442 members 
Mstep: Class 9 contains 23974 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 31684 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 14150 members 
Mstep: Class 15 contains 65267 members 
Mstep: Class 16 contains 192550 members 
Mstep: Class 17 contains 8460 members 
Mstep: Class 18 contains 38640 members 
Mstep: Class 19 contains 246889 members 
Mstep: Class 20 contains 15966 members 
Mstep: Class 21 contains 11526 members 
Mstep: Class 22 contains 10817 members 
Mstep: Class 23 contains 142747 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 33396 members 
Mstep: Class 26 contains 14447 members 
Mstep: Class 27 contains 16337 members 
Mstep: Class 28 contains 13272 members 
Mstep: Class 29 contains 13613 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 3255 members 
Mstep: Class 32 contains 11334 members 
Mstep: Class 33 contains 174381 members 
Mstep: Class 34 contains 10709 members 
Mstep: Class 35 contains 67725 members 
Mstep: Class 36 contains 28522 members 
Mstep: Class 37 contains 23061 members 
Mstep: Class 38 contains 15586 members 
Mstep: Class 39 contains 20687 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5588 members 
Mstep: Class 42 contains 37082 members 
Mstep: Class 43 contains 14304 members 
Mstep: Class 44 contains 52355 members 
Mstep: Class 45 contains 3738 members 
Mstep: Class 46 contains 4376 members 
Mstep: Class 47 contains 3473 members 
Mstep: Class 48 contains 14925 members 
Mstep: Class 49 contains 10110 members 
Mstep: Class 50 contains 72991 members 
Mstep: Class 51 contains 33885 members 
Mstep: Class 52 contains 27960 members 
Mstep: Class 53 contains 6638 members 
Mstep: Class 54 contains 8793 members 
Mstep: Class 55 contains 18740 members 
Mstep: Class 56 contains 10136 members 
Mstep: Class 57 contains 5641 members 
Mstep: Class 58 contains 17903 members 
Mstep: Class 59 contains 10076 members 
Mstep: Class 60 contains 5991 members 
Mstep: Class 61 contains 7842 members 
Mstep: Class 62 contains 7965 members 
Mstep: Class 63 contains 31715 members 
Mstep: Class 64 contains 8671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212138112.000000 Penalty: 229957.734375
Iteration 109Q: 65 clusters Score -2.121381e+08 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 20527 members 
Mstep: Class 3 contains 110197 members 
Mstep: Class 4 contains 14748 members 
Mstep: Class 5 contains 7467 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 80301 members 
Mstep: Class 9 contains 23954 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 32236 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 65258 members 
Mstep: Class 16 contains 192553 members 
Mstep: Class 17 contains 8480 members 
Mstep: Class 18 contains 38594 members 
Mstep: Class 19 contains 246965 members 
Mstep: Class 20 contains 16172 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 142746 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 33357 members 
Mstep: Class 26 contains 14442 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 13198 members 
Mstep: Class 29 contains 13612 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 3311 members 
Mstep: Class 32 contains 11340 members 
Mstep: Class 33 contains 174213 members 
Mstep: Class 34 contains 10712 members 
Mstep: Class 35 contains 67465 members 
Mstep: Class 36 contains 28464 members 
Mstep: Class 37 contains 23074 members 
Mstep: Class 38 contains 15344 members 
Mstep: Class 39 contains 20707 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5589 members 
Mstep: Class 42 contains 37310 members 
Mstep: Class 43 contains 14301 members 
Mstep: Class 44 contains 51991 members 
Mstep: Class 45 contains 3736 members 
Mstep: Class 46 contains 4445 members 
Mstep: Class 47 contains 3474 members 
Mstep: Class 48 contains 14937 members 
Mstep: Class 49 contains 10161 members 
Mstep: Class 50 contains 72840 members 
Mstep: Class 51 contains 33867 members 
Mstep: Class 52 contains 27864 members 
Mstep: Class 53 contains 6638 members 
Mstep: Class 54 contains 8806 members 
Mstep: Class 55 contains 18789 members 
Mstep: Class 56 contains 10163 members 
Mstep: Class 57 contains 5681 members 
Mstep: Class 58 contains 17897 members 
Mstep: Class 59 contains 9979 members 
Mstep: Class 60 contains 6225 members 
Mstep: Class 61 contains 7844 members 
Mstep: Class 62 contains 7973 members 
Mstep: Class 63 contains 31623 members 
Mstep: Class 64 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212139408.000000 Penalty: 229957.734375
Iteration 110Q: 65 clusters Score -2.121394e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 20518 members 
Mstep: Class 3 contains 110180 members 
Mstep: Class 4 contains 14803 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 80166 members 
Mstep: Class 9 contains 23920 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 32833 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 14249 members 
Mstep: Class 15 contains 65216 members 
Mstep: Class 16 contains 192565 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 38556 members 
Mstep: Class 19 contains 247019 members 
Mstep: Class 20 contains 16383 members 
Mstep: Class 21 contains 11573 members 
Mstep: Class 22 contains 10925 members 
Mstep: Class 23 contains 142753 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 33327 members 
Mstep: Class 26 contains 14426 members 
Mstep: Class 27 contains 16369 members 
Mstep: Class 28 contains 13127 members 
Mstep: Class 29 contains 13612 members 
Mstep: Class 30 contains 4446 members 
Mstep: Class 31 contains 3369 members 
Mstep: Class 32 contains 11357 members 
Mstep: Class 33 contains 174075 members 
Mstep: Class 34 contains 10699 members 
Mstep: Class 35 contains 67224 members 
Mstep: Class 36 contains 28384 members 
Mstep: Class 37 contains 23085 members 
Mstep: Class 38 contains 15091 members 
Mstep: Class 39 contains 20715 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5585 members 
Mstep: Class 42 contains 37495 members 
Mstep: Class 43 contains 14314 members 
Mstep: Class 44 contains 51611 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 4511 members 
Mstep: Class 47 contains 3480 members 
Mstep: Class 48 contains 14947 members 
Mstep: Class 49 contains 10218 members 
Mstep: Class 50 contains 72690 members 
Mstep: Class 51 contains 33862 members 
Mstep: Class 52 contains 27769 members 
Mstep: Class 53 contains 6638 members 
Mstep: Class 54 contains 8815 members 
Mstep: Class 55 contains 18818 members 
Mstep: Class 56 contains 10160 members 
Mstep: Class 57 contains 5713 members 
Mstep: Class 58 contains 17906 members 
Mstep: Class 59 contains 9902 members 
Mstep: Class 60 contains 6446 members 
Mstep: Class 61 contains 7845 members 
Mstep: Class 62 contains 7996 members 
Mstep: Class 63 contains 31523 members 
Mstep: Class 64 contains 8857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212140192.000000 Penalty: 229957.734375
Iteration 111Q: 65 clusters Score -2.121402e+08 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 20507 members 
Mstep: Class 3 contains 110140 members 
Mstep: Class 4 contains 14851 members 
Mstep: Class 5 contains 7481 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 80008 members 
Mstep: Class 9 contains 23897 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 33433 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 14311 members 
Mstep: Class 15 contains 65166 members 
Mstep: Class 16 contains 192582 members 
Mstep: Class 17 contains 8533 members 
Mstep: Class 18 contains 38517 members 
Mstep: Class 19 contains 247057 members 
Mstep: Class 20 contains 16643 members 
Mstep: Class 21 contains 11598 members 
Mstep: Class 22 contains 10986 members 
Mstep: Class 23 contains 142738 members 
Mstep: Class 24 contains 3125 members 
Mstep: Class 25 contains 33267 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 16376 members 
Mstep: Class 28 contains 13076 members 
Mstep: Class 29 contains 13610 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 11384 members 
Mstep: Class 33 contains 173983 members 
Mstep: Class 34 contains 10685 members 
Mstep: Class 35 contains 66926 members 
Mstep: Class 36 contains 28304 members 
Mstep: Class 37 contains 23104 members 
Mstep: Class 38 contains 14847 members 
Mstep: Class 39 contains 20729 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5582 members 
Mstep: Class 42 contains 37686 members 
Mstep: Class 43 contains 14325 members 
Mstep: Class 44 contains 51282 members 
Mstep: Class 45 contains 3724 members 
Mstep: Class 46 contains 4566 members 
Mstep: Class 47 contains 3484 members 
Mstep: Class 48 contains 14957 members 
Mstep: Class 49 contains 10280 members 
Mstep: Class 50 contains 72497 members 
Mstep: Class 51 contains 33860 members 
Mstep: Class 52 contains 27678 members 
Mstep: Class 53 contains 6637 members 
Mstep: Class 54 contains 8824 members 
Mstep: Class 55 contains 18835 members 
Mstep: Class 56 contains 10213 members 
Mstep: Class 57 contains 5726 members 
Mstep: Class 58 contains 17911 members 
Mstep: Class 59 contains 9857 members 
Mstep: Class 60 contains 6679 members 
Mstep: Class 61 contains 7847 members 
Mstep: Class 62 contains 8003 members 
Mstep: Class 63 contains 31438 members 
Mstep: Class 64 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212141296.000000 Penalty: 229957.734375
Iteration 112Q: 65 clusters Score -2.121413e+08 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 20499 members 
Mstep: Class 3 contains 110094 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8054 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 23869 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 34088 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 14356 members 
Mstep: Class 15 contains 65115 members 
Mstep: Class 16 contains 192596 members 
Mstep: Class 17 contains 8569 members 
Mstep: Class 18 contains 38481 members 
Mstep: Class 19 contains 247109 members 
Mstep: Class 20 contains 16934 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 11041 members 
Mstep: Class 23 contains 142742 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 33190 members 
Mstep: Class 26 contains 14396 members 
Mstep: Class 27 contains 16413 members 
Mstep: Class 28 contains 13049 members 
Mstep: Class 29 contains 13628 members 
Mstep: Class 30 contains 4441 members 
Mstep: Class 31 contains 3480 members 
Mstep: Class 32 contains 11412 members 
Mstep: Class 33 contains 173871 members 
Mstep: Class 34 contains 10673 members 
Mstep: Class 35 contains 66619 members 
Mstep: Class 36 contains 28234 members 
Mstep: Class 37 contains 23127 members 
Mstep: Class 38 contains 14547 members 
Mstep: Class 39 contains 20733 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5588 members 
Mstep: Class 42 contains 37906 members 
Mstep: Class 43 contains 14335 members 
Mstep: Class 44 contains 50924 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 4604 members 
Mstep: Class 47 contains 3491 members 
Mstep: Class 48 contains 14964 members 
Mstep: Class 49 contains 10338 members 
Mstep: Class 50 contains 72260 members 
Mstep: Class 51 contains 33854 members 
Mstep: Class 52 contains 27628 members 
Mstep: Class 53 contains 6641 members 
Mstep: Class 54 contains 8833 members 
Mstep: Class 55 contains 18846 members 
Mstep: Class 56 contains 10253 members 
Mstep: Class 57 contains 5746 members 
Mstep: Class 58 contains 17898 members 
Mstep: Class 59 contains 9814 members 
Mstep: Class 60 contains 6889 members 
Mstep: Class 61 contains 7849 members 
Mstep: Class 62 contains 7994 members 
Mstep: Class 63 contains 31340 members 
Mstep: Class 64 contains 8941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212142768.000000 Penalty: 229957.734375
Iteration 113Q: 65 clusters Score -2.121428e+08 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 20488 members 
Mstep: Class 3 contains 110067 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 79677 members 
Mstep: Class 9 contains 23839 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 34699 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 14415 members 
Mstep: Class 15 contains 65056 members 
Mstep: Class 16 contains 192620 members 
Mstep: Class 17 contains 8576 members 
Mstep: Class 18 contains 38456 members 
Mstep: Class 19 contains 247154 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 21 contains 11646 members 
Mstep: Class 22 contains 11098 members 
Mstep: Class 23 contains 142736 members 
Mstep: Class 24 contains 3149 members 
Mstep: Class 25 contains 33120 members 
Mstep: Class 26 contains 14376 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 12991 members 
Mstep: Class 29 contains 13643 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 3542 members 
Mstep: Class 32 contains 11431 members 
Mstep: Class 33 contains 173764 members 
Mstep: Class 34 contains 10637 members 
Mstep: Class 35 contains 66294 members 
Mstep: Class 36 contains 28167 members 
Mstep: Class 37 contains 23148 members 
Mstep: Class 38 contains 14218 members 
Mstep: Class 39 contains 20742 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5595 members 
Mstep: Class 42 contains 38144 members 
Mstep: Class 43 contains 14342 members 
Mstep: Class 44 contains 50611 members 
Mstep: Class 45 contains 3714 members 
Mstep: Class 46 contains 4660 members 
Mstep: Class 47 contains 3493 members 
Mstep: Class 48 contains 14967 members 
Mstep: Class 49 contains 10398 members 
Mstep: Class 50 contains 71972 members 
Mstep: Class 51 contains 33851 members 
Mstep: Class 52 contains 27562 members 
Mstep: Class 53 contains 6642 members 
Mstep: Class 54 contains 8849 members 
Mstep: Class 55 contains 18882 members 
Mstep: Class 56 contains 10276 members 
Mstep: Class 57 contains 5757 members 
Mstep: Class 58 contains 17875 members 
Mstep: Class 59 contains 9778 members 
Mstep: Class 60 contains 7148 members 
Mstep: Class 61 contains 7851 members 
Mstep: Class 62 contains 7986 members 
Mstep: Class 63 contains 31256 members 
Mstep: Class 64 contains 8972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212144864.000000 Penalty: 229957.734375
Iteration 114Q: 65 clusters Score -2.121449e+08 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 110047 members 
Mstep: Class 4 contains 15090 members 
Mstep: Class 5 contains 7480 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8026 members 
Mstep: Class 8 contains 79484 members 
Mstep: Class 9 contains 23832 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 35292 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 65018 members 
Mstep: Class 16 contains 192631 members 
Mstep: Class 17 contains 8584 members 
Mstep: Class 18 contains 38420 members 
Mstep: Class 19 contains 247176 members 
Mstep: Class 20 contains 17724 members 
Mstep: Class 21 contains 11664 members 
Mstep: Class 22 contains 11153 members 
Mstep: Class 23 contains 142712 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 33060 members 
Mstep: Class 26 contains 14343 members 
Mstep: Class 27 contains 16506 members 
Mstep: Class 28 contains 12981 members 
Mstep: Class 29 contains 13649 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 11451 members 
Mstep: Class 33 contains 173603 members 
Mstep: Class 34 contains 10618 members 
Mstep: Class 35 contains 65968 members 
Mstep: Class 36 contains 28103 members 
Mstep: Class 37 contains 23176 members 
Mstep: Class 38 contains 13942 members 
Mstep: Class 39 contains 20753 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5601 members 
Mstep: Class 42 contains 38328 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50320 members 
Mstep: Class 45 contains 3703 members 
Mstep: Class 46 contains 4708 members 
Mstep: Class 47 contains 3494 members 
Mstep: Class 48 contains 14972 members 
Mstep: Class 49 contains 10466 members 
Mstep: Class 50 contains 71689 members 
Mstep: Class 51 contains 33849 members 
Mstep: Class 52 contains 27512 members 
Mstep: Class 53 contains 6647 members 
Mstep: Class 54 contains 8850 members 
Mstep: Class 55 contains 18926 members 
Mstep: Class 56 contains 10270 members 
Mstep: Class 57 contains 5761 members 
Mstep: Class 58 contains 17869 members 
Mstep: Class 59 contains 9751 members 
Mstep: Class 60 contains 7393 members 
Mstep: Class 61 contains 7857 members 
Mstep: Class 62 contains 8000 members 
Mstep: Class 63 contains 31169 members 
Mstep: Class 64 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212145840.000000 Penalty: 229957.734375
Iteration 115Q: 65 clusters Score -2.121458e+08 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 110032 members 
Mstep: Class 4 contains 15135 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 79309 members 
Mstep: Class 9 contains 23823 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 35793 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 14469 members 
Mstep: Class 15 contains 64977 members 
Mstep: Class 16 contains 192643 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 18 contains 38391 members 
Mstep: Class 19 contains 247201 members 
Mstep: Class 20 contains 18140 members 
Mstep: Class 21 contains 11682 members 
Mstep: Class 22 contains 11200 members 
Mstep: Class 23 contains 142694 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 33003 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 16527 members 
Mstep: Class 28 contains 12993 members 
Mstep: Class 29 contains 13645 members 
Mstep: Class 30 contains 4424 members 
Mstep: Class 31 contains 3669 members 
Mstep: Class 32 contains 11467 members 
Mstep: Class 33 contains 173460 members 
Mstep: Class 34 contains 10583 members 
Mstep: Class 35 contains 65667 members 
Mstep: Class 36 contains 28047 members 
Mstep: Class 37 contains 23204 members 
Mstep: Class 38 contains 13673 members 
Mstep: Class 39 contains 20759 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5604 members 
Mstep: Class 42 contains 38488 members 
Mstep: Class 43 contains 14347 members 
Mstep: Class 44 contains 50075 members 
Mstep: Class 45 contains 3699 members 
Mstep: Class 46 contains 4746 members 
Mstep: Class 47 contains 3496 members 
Mstep: Class 48 contains 14969 members 
Mstep: Class 49 contains 10517 members 
Mstep: Class 50 contains 71366 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 27477 members 
Mstep: Class 53 contains 6651 members 
Mstep: Class 54 contains 8872 members 
Mstep: Class 55 contains 18959 members 
Mstep: Class 56 contains 10289 members 
Mstep: Class 57 contains 5765 members 
Mstep: Class 58 contains 17876 members 
Mstep: Class 59 contains 9728 members 
Mstep: Class 60 contains 7718 members 
Mstep: Class 61 contains 7860 members 
Mstep: Class 62 contains 8011 members 
Mstep: Class 63 contains 31086 members 
Mstep: Class 64 contains 8992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212147584.000000 Penalty: 229957.734375
Iteration 116Q: 65 clusters Score -2.121476e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 110011 members 
Mstep: Class 4 contains 15134 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 79101 members 
Mstep: Class 9 contains 23787 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 36137 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 14468 members 
Mstep: Class 15 contains 64936 members 
Mstep: Class 16 contains 192646 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 38366 members 
Mstep: Class 19 contains 247249 members 
Mstep: Class 20 contains 18647 members 
Mstep: Class 21 contains 11696 members 
Mstep: Class 22 contains 11261 members 
Mstep: Class 23 contains 142668 members 
Mstep: Class 24 contains 3201 members 
Mstep: Class 25 contains 32946 members 
Mstep: Class 26 contains 14292 members 
Mstep: Class 27 contains 16578 members 
Mstep: Class 28 contains 12965 members 
Mstep: Class 29 contains 13633 members 
Mstep: Class 30 contains 4420 members 
Mstep: Class 31 contains 3738 members 
Mstep: Class 32 contains 11486 members 
Mstep: Class 33 contains 173315 members 
Mstep: Class 34 contains 10543 members 
Mstep: Class 35 contains 65410 members 
Mstep: Class 36 contains 27972 members 
Mstep: Class 37 contains 23234 members 
Mstep: Class 38 contains 13457 members 
Mstep: Class 39 contains 20763 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5605 members 
Mstep: Class 42 contains 38616 members 
Mstep: Class 43 contains 14357 members 
Mstep: Class 44 contains 49968 members 
Mstep: Class 45 contains 3690 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 3503 members 
Mstep: Class 48 contains 14970 members 
Mstep: Class 49 contains 10565 members 
Mstep: Class 50 contains 70997 members 
Mstep: Class 51 contains 33828 members 
Mstep: Class 52 contains 27469 members 
Mstep: Class 53 contains 6659 members 
Mstep: Class 54 contains 8882 members 
Mstep: Class 55 contains 18987 members 
Mstep: Class 56 contains 10318 members 
Mstep: Class 57 contains 5772 members 
Mstep: Class 58 contains 17874 members 
Mstep: Class 59 contains 9707 members 
Mstep: Class 60 contains 8038 members 
Mstep: Class 61 contains 7863 members 
Mstep: Class 62 contains 8012 members 
Mstep: Class 63 contains 30996 members 
Mstep: Class 64 contains 8997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212148304.000000 Penalty: 229957.734375
Iteration 117Q: 65 clusters Score -2.121483e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 20462 members 
Mstep: Class 3 contains 110004 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 78929 members 
Mstep: Class 9 contains 23778 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 36364 members 
Mstep: Class 12 contains 7816 members 
Mstep: Class 13 contains 4227 members 
Mstep: Class 14 contains 14433 members 
Mstep: Class 15 contains 64875 members 
Mstep: Class 16 contains 192649 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 38337 members 
Mstep: Class 19 contains 247282 members 
Mstep: Class 20 contains 19243 members 
Mstep: Class 21 contains 11709 members 
Mstep: Class 22 contains 11336 members 
Mstep: Class 23 contains 142657 members 
Mstep: Class 24 contains 3218 members 
Mstep: Class 25 contains 32868 members 
Mstep: Class 26 contains 14263 members 
Mstep: Class 27 contains 16597 members 
Mstep: Class 28 contains 12989 members 
Mstep: Class 29 contains 13629 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 3819 members 
Mstep: Class 32 contains 11499 members 
Mstep: Class 33 contains 173159 members 
Mstep: Class 34 contains 10496 members 
Mstep: Class 35 contains 65176 members 
Mstep: Class 36 contains 27913 members 
Mstep: Class 37 contains 23273 members 
Mstep: Class 38 contains 13246 members 
Mstep: Class 39 contains 20760 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5610 members 
Mstep: Class 42 contains 38730 members 
Mstep: Class 43 contains 14366 members 
Mstep: Class 44 contains 49954 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 4863 members 
Mstep: Class 47 contains 3507 members 
Mstep: Class 48 contains 14977 members 
Mstep: Class 49 contains 10619 members 
Mstep: Class 50 contains 70537 members 
Mstep: Class 51 contains 33815 members 
Mstep: Class 52 contains 27453 members 
Mstep: Class 53 contains 6667 members 
Mstep: Class 54 contains 8888 members 
Mstep: Class 55 contains 19012 members 
Mstep: Class 56 contains 10343 members 
Mstep: Class 57 contains 5785 members 
Mstep: Class 58 contains 17882 members 
Mstep: Class 59 contains 9688 members 
Mstep: Class 60 contains 8355 members 
Mstep: Class 61 contains 7866 members 
Mstep: Class 62 contains 8026 members 
Mstep: Class 63 contains 30903 members 
Mstep: Class 64 contains 8981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212149136.000000 Penalty: 229957.734375
Iteration 118Q: 65 clusters Score -2.121491e+08 nChanged 5446
Entering ConstructFrom: 
Score: -212149136.000000 Penalty: 229957.734375
Entering ConstructFrom: 
Trying to split cluster 1 (19523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Entering Unmasked Estep 
Score: -2198223.000000 Penalty: 2450.078613
	Iteration 0F: 2 clusters Score -2198223 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 9704 members 
Entering Unmasked Estep 
Score: -2184407.250000 Penalty: 4900.157227
	Iteration 0F: 3 clusters Score -2184407 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2189294.750000 Penalty: 4900.157227
	Iteration 1F: 3 clusters Score -2189295 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2190202.250000 Penalty: 4900.157227
	Iteration 2F: 3 clusters Score -2190202 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2191200.000000 Penalty: 4900.157227
	Iteration 3F: 3 clusters Score -2191200 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2192324.750000 Penalty: 4900.157227
	Iteration 4F: 3 clusters Score -2192325 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2193324.750000 Penalty: 4900.157227
	Iteration 5F: 3 clusters Score -2193325 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2194003.000000 Penalty: 4900.157227
	Iteration 6F: 3 clusters Score -2194003 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2194439.500000 Penalty: 4900.157227
	Iteration 7Q: 3 clusters Score -2194440 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2194722.000000 Penalty: 4900.157227
	Iteration 8Q: 3 clusters Score -2194722 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2194946.250000 Penalty: 4900.157227
	Iteration 9Q: 3 clusters Score -2194946 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2195128.500000 Penalty: 4900.157227
	Iteration 10Q: 3 clusters Score -2195128 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2195319.250000 Penalty: 4900.157227
	Iteration 11Q: 3 clusters Score -2195319 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2195521.000000 Penalty: 4900.157227
	Iteration 12Q: 3 clusters Score -2195521 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2195706.750000 Penalty: 4900.157227
	Iteration 13Q: 3 clusters Score -2195707 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2195937.000000 Penalty: 4900.157227
	Iteration 14Q: 3 clusters Score -2195937 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2196140.250000 Penalty: 4900.157227
	Iteration 15Q: 3 clusters Score -2196140 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2196365.750000 Penalty: 4900.157227
	Iteration 16Q: 3 clusters Score -2196366 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2196558.750000 Penalty: 4900.157227
	Iteration 17Q: 3 clusters Score -2196559 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2196695.250000 Penalty: 4900.157227
	Iteration 18Q: 3 clusters Score -2196695 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2196811.000000 Penalty: 4900.157227
	Iteration 19Q: 3 clusters Score -2196811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2196879.750000 Penalty: 4900.157227
	Iteration 20F: 3 clusters Score -2196880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2196916.500000 Penalty: 4900.157227
	Iteration 21Q: 3 clusters Score -2196916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2196950.250000 Penalty: 4900.157227
	Iteration 22Q: 3 clusters Score -2196950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2196956.250000 Penalty: 4900.157227
	Iteration 23Q: 3 clusters Score -2196956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2196964.500000 Penalty: 4900.157227
	Iteration 24Q: 3 clusters Score -2196964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2196974.000000 Penalty: 4900.157227
	Iteration 25Q: 3 clusters Score -2196974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2196979.000000 Penalty: 4900.157227
	Iteration 26Q: 3 clusters Score -2196979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2196992.500000 Penalty: 4900.157227
	Iteration 27Q: 3 clusters Score -2196992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2196997.000000 Penalty: 4900.157227
	Iteration 28Q: 3 clusters Score -2196997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2197002.250000 Penalty: 4900.157227
	Iteration 29Q: 3 clusters Score -2197002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2197009.000000 Penalty: 4900.157227
	Iteration 30Q: 3 clusters Score -2197009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2197017.250000 Penalty: 4900.157227
	Iteration 31Q: 3 clusters Score -2197017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2197030.750000 Penalty: 4900.157227
	Iteration 32Q: 3 clusters Score -2197031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2197035.500000 Penalty: 4900.157227
	Iteration 33Q: 3 clusters Score -2197036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2197049.000000 Penalty: 4900.157227
	Iteration 34Q: 3 clusters Score -2197049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2197053.000000 Penalty: 4900.157227
	Iteration 35Q: 3 clusters Score -2197053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2197060.000000 Penalty: 4900.157227
	Iteration 36Q: 3 clusters Score -2197060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2197065.500000 Penalty: 4900.157227
	Iteration 37Q: 3 clusters Score -2197066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2197064.000000 Penalty: 4900.157227
	Iteration 38Q: 3 clusters Score -2197064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2197064.000000 Penalty: 4900.157227
	Iteration 39F: 3 clusters Score -2197064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Entering Unmasked Estep 
Score: -2335015.000000 Penalty: 2461.631592
	Iteration 0F: 2 clusters Score -2335015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2320686.250000 Penalty: 4923.263184
	Iteration 0F: 3 clusters Score -2320686 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2325413.500000 Penalty: 4923.263184
	Iteration 1F: 3 clusters Score -2325414 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2326014.000000 Penalty: 4923.263184
	Iteration 2F: 3 clusters Score -2326014 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2326796.750000 Penalty: 4923.263184
	Iteration 3F: 3 clusters Score -2326797 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2327818.250000 Penalty: 4923.263184
	Iteration 4F: 3 clusters Score -2327818 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2329055.250000 Penalty: 4923.263184
	Iteration 5F: 3 clusters Score -2329055 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2330210.750000 Penalty: 4923.263184
	Iteration 6F: 3 clusters Score -2330211 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2331020.000000 Penalty: 4923.263184
	Iteration 7F: 3 clusters Score -2331020 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2331562.500000 Penalty: 4923.263184
	Iteration 8F: 3 clusters Score -2331562 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2331870.250000 Penalty: 4923.263184
	Iteration 9Q: 3 clusters Score -2331870 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2332045.750000 Penalty: 4923.263184
	Iteration 10Q: 3 clusters Score -2332046 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2332139.250000 Penalty: 4923.263184
	Iteration 11Q: 3 clusters Score -2332139 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2332225.000000 Penalty: 4923.263184
	Iteration 12Q: 3 clusters Score -2332225 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2332287.000000 Penalty: 4923.263184
	Iteration 13Q: 3 clusters Score -2332287 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2332351.750000 Penalty: 4923.263184
	Iteration 14Q: 3 clusters Score -2332352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2332412.250000 Penalty: 4923.263184
	Iteration 15Q: 3 clusters Score -2332412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2332471.500000 Penalty: 4923.263184
	Iteration 16Q: 3 clusters Score -2332472 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2332519.500000 Penalty: 4923.263184
	Iteration 17Q: 3 clusters Score -2332520 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2332577.750000 Penalty: 4923.263184
	Iteration 18Q: 3 clusters Score -2332578 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2332615.500000 Penalty: 4923.263184
	Iteration 19Q: 3 clusters Score -2332616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2332643.000000 Penalty: 4923.263184
	Iteration 20F: 3 clusters Score -2332643 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2332683.750000 Penalty: 4923.263184
	Iteration 21Q: 3 clusters Score -2332684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2332726.750000 Penalty: 4923.263184
	Iteration 22Q: 3 clusters Score -2332727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2332768.500000 Penalty: 4923.263184
	Iteration 23Q: 3 clusters Score -2332768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2332794.500000 Penalty: 4923.263184
	Iteration 24Q: 3 clusters Score -2332794 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2332820.500000 Penalty: 4923.263184
	Iteration 25Q: 3 clusters Score -2332820 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2332844.500000 Penalty: 4923.263184
	Iteration 26Q: 3 clusters Score -2332844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2332863.500000 Penalty: 4923.263184
	Iteration 27Q: 3 clusters Score -2332864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2332886.250000 Penalty: 4923.263184
	Iteration 28Q: 3 clusters Score -2332886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2332913.250000 Penalty: 4923.263184
	Iteration 29Q: 3 clusters Score -2332913 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2332938.750000 Penalty: 4923.263184
	Iteration 30Q: 3 clusters Score -2332939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2332959.250000 Penalty: 4923.263184
	Iteration 31Q: 3 clusters Score -2332959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2332987.000000 Penalty: 4923.263184
	Iteration 32Q: 3 clusters Score -2332987 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2333018.750000 Penalty: 4923.263184
	Iteration 33Q: 3 clusters Score -2333019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2333034.000000 Penalty: 4923.263184
	Iteration 34Q: 3 clusters Score -2333034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2333058.500000 Penalty: 4923.263184
	Iteration 35Q: 3 clusters Score -2333058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2333072.750000 Penalty: 4923.263184
	Iteration 36Q: 3 clusters Score -2333073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2333094.750000 Penalty: 4923.263184
	Iteration 37Q: 3 clusters Score -2333095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2333110.750000 Penalty: 4923.263184
	Iteration 38Q: 3 clusters Score -2333111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2333126.750000 Penalty: 4923.263184
	Iteration 39Q: 3 clusters Score -2333127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2333140.000000 Penalty: 4923.263184
	Iteration 40F: 3 clusters Score -2333140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2333155.750000 Penalty: 4923.263184
	Iteration 41Q: 3 clusters Score -2333156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2333167.250000 Penalty: 4923.263184
	Iteration 42Q: 3 clusters Score -2333167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2333178.500000 Penalty: 4923.263184
	Iteration 43Q: 3 clusters Score -2333178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2333192.500000 Penalty: 4923.263184
	Iteration 44Q: 3 clusters Score -2333192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2333196.000000 Penalty: 4923.263184
	Iteration 45Q: 3 clusters Score -2333196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2333205.250000 Penalty: 4923.263184
	Iteration 46Q: 3 clusters Score -2333205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2333219.500000 Penalty: 4923.263184
	Iteration 47Q: 3 clusters Score -2333220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2333230.000000 Penalty: 4923.263184
	Iteration 48Q: 3 clusters Score -2333230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2333237.500000 Penalty: 4923.263184
	Iteration 49Q: 3 clusters Score -2333238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2333253.000000 Penalty: 4923.263184
	Iteration 50Q: 3 clusters Score -2333253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2333253.750000 Penalty: 4923.263184
	Iteration 51Q: 3 clusters Score -2333254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2333260.000000 Penalty: 4923.263184
	Iteration 52Q: 3 clusters Score -2333260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2333267.500000 Penalty: 4923.263184
	Iteration 53Q: 3 clusters Score -2333268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2333267.000000 Penalty: 4923.263184
	Iteration 54Q: 3 clusters Score -2333267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2333269.500000 Penalty: 4923.263184
	Iteration 55Q: 3 clusters Score -2333270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2333276.000000 Penalty: 4923.263184
	Iteration 56Q: 3 clusters Score -2333276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2333284.500000 Penalty: 4923.263184
	Iteration 57Q: 3 clusters Score -2333284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2333292.500000 Penalty: 4923.263184
	Iteration 58Q: 3 clusters Score -2333292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2333292.750000 Penalty: 4923.263184
	Iteration 59Q: 3 clusters Score -2333293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2333302.750000 Penalty: 4923.263184
	Iteration 60F: 3 clusters Score -2333303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2333318.500000 Penalty: 4923.263184
	Iteration 61Q: 3 clusters Score -2333318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2333326.500000 Penalty: 4923.263184
	Iteration 62Q: 3 clusters Score -2333326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2333332.250000 Penalty: 4923.263184
	Iteration 63Q: 3 clusters Score -2333332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2333336.000000 Penalty: 4923.263184
	Iteration 64Q: 3 clusters Score -2333336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2333335.250000 Penalty: 4923.263184
	Iteration 65Q: 3 clusters Score -2333335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2333339.250000 Penalty: 4923.263184
	Iteration 66Q: 3 clusters Score -2333339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2333344.500000 Penalty: 4923.263184
	Iteration 67Q: 3 clusters Score -2333344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2333345.250000 Penalty: 4923.263184
	Iteration 68Q: 3 clusters Score -2333345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2333350.250000 Penalty: 4923.263184
	Iteration 69Q: 3 clusters Score -2333350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2333352.750000 Penalty: 4923.263184
	Iteration 70Q: 3 clusters Score -2333353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2333352.250000 Penalty: 4923.263184
	Iteration 71Q: 3 clusters Score -2333352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2333352.750000 Penalty: 4923.263184
	Iteration 72Q: 3 clusters Score -2333353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2333353.500000 Penalty: 4923.263184
	Iteration 73Q: 3 clusters Score -2333354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2333354.500000 Penalty: 4923.263184
	Iteration 74Q: 3 clusters Score -2333354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2333362.000000 Penalty: 4923.263184
	Iteration 75Q: 3 clusters Score -2333362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2333363.000000 Penalty: 4923.263184
	Iteration 76Q: 3 clusters Score -2333363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2333363.250000 Penalty: 4923.263184
	Iteration 77Q: 3 clusters Score -2333363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2333365.500000 Penalty: 4923.263184
	Iteration 78Q: 3 clusters Score -2333366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2333367.000000 Penalty: 4923.263184
	Iteration 79Q: 3 clusters Score -2333367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2333366.500000 Penalty: 4923.263184
	Iteration 80F: 3 clusters Score -2333366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2333369.000000 Penalty: 4923.263184
	Iteration 81Q: 3 clusters Score -2333369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2333369.500000 Penalty: 4923.263184
	Iteration 82Q: 3 clusters Score -2333370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2333369.000000 Penalty: 4923.263184
	Iteration 83Q: 3 clusters Score -2333369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2333369.000000 Penalty: 4923.263184
	Iteration 84Q: 3 clusters Score -2333369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2333369.500000 Penalty: 4923.263184
	Iteration 85Q: 3 clusters Score -2333370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2333369.500000 Penalty: 4923.263184
	Iteration 86F: 3 clusters Score -2333370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Entering Unmasked Estep 
Score: -12487892.000000 Penalty: 2878.849121
	Iteration 0F: 2 clusters Score -1.248789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -12414430.000000 Penalty: 5757.698242
	Iteration 0F: 3 clusters Score -1.241443e+07 nChanged 52124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -12445009.000000 Penalty: 5757.698242
	Iteration 1F: 3 clusters Score -1.244501e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -12446811.000000 Penalty: 5757.698242
	Iteration 2Q: 3 clusters Score -1.244681e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -12449484.000000 Penalty: 5757.698242
	Iteration 3Q: 3 clusters Score -1.244948e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -12453363.000000 Penalty: 5757.698242
	Iteration 4F: 3 clusters Score -1.245336e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -12457732.000000 Penalty: 5757.698242
	Iteration 5F: 3 clusters Score -1.245773e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -12461743.000000 Penalty: 5757.698242
	Iteration 6F: 3 clusters Score -1.246174e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -12465125.000000 Penalty: 5757.698242
	Iteration 7F: 3 clusters Score -1.246512e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -12468180.000000 Penalty: 5757.698242
	Iteration 8F: 3 clusters Score -1.246818e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -12471146.000000 Penalty: 5757.698242
	Iteration 9Q: 3 clusters Score -1.247115e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -12473251.000000 Penalty: 5757.698242
	Iteration 10Q: 3 clusters Score -1.247325e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -12474665.000000 Penalty: 5757.698242
	Iteration 11Q: 3 clusters Score -1.247466e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -12475861.000000 Penalty: 5757.698242
	Iteration 12Q: 3 clusters Score -1.247586e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -12476705.000000 Penalty: 5757.698242
	Iteration 13Q: 3 clusters Score -1.24767e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -12477298.000000 Penalty: 5757.698242
	Iteration 14Q: 3 clusters Score -1.24773e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -12477951.000000 Penalty: 5757.698242
	Iteration 15Q: 3 clusters Score -1.247795e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -12478584.000000 Penalty: 5757.698242
	Iteration 16Q: 3 clusters Score -1.247858e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -12479212.000000 Penalty: 5757.698242
	Iteration 17Q: 3 clusters Score -1.247921e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -12479916.000000 Penalty: 5757.698242
	Iteration 18Q: 3 clusters Score -1.247992e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -12480816.000000 Penalty: 5757.698242
	Iteration 19Q: 3 clusters Score -1.248082e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -12481478.000000 Penalty: 5757.698242
	Iteration 20F: 3 clusters Score -1.248148e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -12482235.000000 Penalty: 5757.698242
	Iteration 21Q: 3 clusters Score -1.248224e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -12482921.000000 Penalty: 5757.698242
	Iteration 22Q: 3 clusters Score -1.248292e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -12483571.000000 Penalty: 5757.698242
	Iteration 23Q: 3 clusters Score -1.248357e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -12484192.000000 Penalty: 5757.698242
	Iteration 24Q: 3 clusters Score -1.248419e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -12484830.000000 Penalty: 5757.698242
	Iteration 25Q: 3 clusters Score -1.248483e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -12485268.000000 Penalty: 5757.698242
	Iteration 26Q: 3 clusters Score -1.248527e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -12485679.000000 Penalty: 5757.698242
	Iteration 27Q: 3 clusters Score -1.248568e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -12485964.000000 Penalty: 5757.698242
	Iteration 28Q: 3 clusters Score -1.248596e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -12486167.000000 Penalty: 5757.698242
	Iteration 29Q: 3 clusters Score -1.248617e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -12486360.000000 Penalty: 5757.698242
	Iteration 30Q: 3 clusters Score -1.248636e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -12486592.000000 Penalty: 5757.698242
	Iteration 31Q: 3 clusters Score -1.248659e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -12486784.000000 Penalty: 5757.698242
	Iteration 32Q: 3 clusters Score -1.248678e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -12486947.000000 Penalty: 5757.698242
	Iteration 33Q: 3 clusters Score -1.248695e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -12487014.000000 Penalty: 5757.698242
	Iteration 34Q: 3 clusters Score -1.248701e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -12487051.000000 Penalty: 5757.698242
	Iteration 35Q: 3 clusters Score -1.248705e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -12487131.000000 Penalty: 5757.698242
	Iteration 36Q: 3 clusters Score -1.248713e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -12487179.000000 Penalty: 5757.698242
	Iteration 37Q: 3 clusters Score -1.248718e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -12487213.000000 Penalty: 5757.698242
	Iteration 38Q: 3 clusters Score -1.248721e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -12487263.000000 Penalty: 5757.698242
	Iteration 39Q: 3 clusters Score -1.248726e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -12487308.000000 Penalty: 5757.698242
	Iteration 40F: 3 clusters Score -1.248731e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -12487354.000000 Penalty: 5757.698242
	Iteration 41Q: 3 clusters Score -1.248735e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -12487374.000000 Penalty: 5757.698242
	Iteration 42Q: 3 clusters Score -1.248737e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -12487375.000000 Penalty: 5757.698242
	Iteration 43Q: 3 clusters Score -1.248738e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -12487395.000000 Penalty: 5757.698242
	Iteration 44Q: 3 clusters Score -1.24874e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -12487395.000000 Penalty: 5757.698242
	Iteration 45Q: 3 clusters Score -1.24874e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -12487393.000000 Penalty: 5757.698242
	Iteration 46Q: 3 clusters Score -1.248739e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -12487389.000000 Penalty: 5757.698242
	Iteration 47Q: 3 clusters Score -1.248739e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -12487402.000000 Penalty: 5757.698242
	Iteration 48Q: 3 clusters Score -1.24874e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -12487428.000000 Penalty: 5757.698242
	Iteration 49Q: 3 clusters Score -1.248743e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -12487427.000000 Penalty: 5757.698242
	Iteration 50Q: 3 clusters Score -1.248743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -12487437.000000 Penalty: 5757.698242
	Iteration 51Q: 3 clusters Score -1.248744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -12487448.000000 Penalty: 5757.698242
	Iteration 52Q: 3 clusters Score -1.248745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -12487451.000000 Penalty: 5757.698242
	Iteration 53Q: 3 clusters Score -1.248745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -12487436.000000 Penalty: 5757.698242
	Iteration 54Q: 3 clusters Score -1.248744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -12487458.000000 Penalty: 5757.698242
	Iteration 55Q: 3 clusters Score -1.248746e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -12487481.000000 Penalty: 5757.698242
	Iteration 56Q: 3 clusters Score -1.248748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -12487471.000000 Penalty: 5757.698242
	Iteration 57Q: 3 clusters Score -1.248747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -12487494.000000 Penalty: 5757.698242
	Iteration 58Q: 3 clusters Score -1.248749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -12487483.000000 Penalty: 5757.698242
	Iteration 59Q: 3 clusters Score -1.248748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104046 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -12487482.000000 Penalty: 5757.698242
	Iteration 60F: 3 clusters Score -1.248748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -12487486.000000 Penalty: 5757.698242
	Iteration 61Q: 3 clusters Score -1.248749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -12487484.000000 Penalty: 5757.698242
	Iteration 62Q: 3 clusters Score -1.248748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -12487478.000000 Penalty: 5757.698242
	Iteration 63Q: 3 clusters Score -1.248748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104081 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -12487478.000000 Penalty: 5757.698242
	Iteration 64Q: 3 clusters Score -1.248748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -12487474.000000 Penalty: 5757.698242
	Iteration 65Q: 3 clusters Score -1.248747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -12487464.000000 Penalty: 5757.698242
	Iteration 66Q: 3 clusters Score -1.248746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -12487468.000000 Penalty: 5757.698242
	Iteration 67Q: 3 clusters Score -1.248747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104096 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -12487466.000000 Penalty: 5757.698242
	Iteration 68Q: 3 clusters Score -1.248747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -12487459.000000 Penalty: 5757.698242
	Iteration 69Q: 3 clusters Score -1.248746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -12487458.000000 Penalty: 5757.698242
	Iteration 70Q: 3 clusters Score -1.248746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -12487461.000000 Penalty: 5757.698242
	Iteration 71Q: 3 clusters Score -1.248746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -12487461.000000 Penalty: 5757.698242
	Iteration 72F: 3 clusters Score -1.248746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Entering Unmasked Estep 
Score: -1674241.875000 Penalty: 2386.219727
	Iteration 0F: 2 clusters Score -1674242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1663281.375000 Penalty: 4772.439453
	Iteration 0F: 3 clusters Score -1663281 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1666769.750000 Penalty: 4772.439453
	Iteration 1F: 3 clusters Score -1666770 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1667303.375000 Penalty: 4772.439453
	Iteration 2F: 3 clusters Score -1667303 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1667853.250000 Penalty: 4772.439453
	Iteration 3F: 3 clusters Score -1667853 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1668587.500000 Penalty: 4772.439453
	Iteration 4F: 3 clusters Score -1668588 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1669641.875000 Penalty: 4772.439453
	Iteration 5F: 3 clusters Score -1669642 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1671178.750000 Penalty: 4772.439453
	Iteration 6F: 3 clusters Score -1671179 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1672793.125000 Penalty: 4772.439453
	Iteration 7F: 3 clusters Score -1672793 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1674097.625000 Penalty: 4772.439453
	Iteration 8F: 3 clusters Score -1674098 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1674881.750000 Penalty: 4772.439453
	Iteration 9Q: 3 clusters Score -1674882 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1675376.625000 Penalty: 4772.439453
	Iteration 10Q: 3 clusters Score -1675377 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1675648.625000 Penalty: 4772.439453
	Iteration 11Q: 3 clusters Score -1675649 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1675807.125000 Penalty: 4772.439453
	Iteration 12Q: 3 clusters Score -1675807 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1675907.875000 Penalty: 4772.439453
	Iteration 13Q: 3 clusters Score -1675908 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1676008.500000 Penalty: 4772.439453
	Iteration 14Q: 3 clusters Score -1676008 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1676097.375000 Penalty: 4772.439453
	Iteration 15Q: 3 clusters Score -1676097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1676231.625000 Penalty: 4772.439453
	Iteration 16Q: 3 clusters Score -1676232 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1676418.750000 Penalty: 4772.439453
	Iteration 17Q: 3 clusters Score -1676419 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1676598.250000 Penalty: 4772.439453
	Iteration 18Q: 3 clusters Score -1676598 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1676732.875000 Penalty: 4772.439453
	Iteration 19Q: 3 clusters Score -1676733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1676858.375000 Penalty: 4772.439453
	Iteration 20F: 3 clusters Score -1676858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1676973.125000 Penalty: 4772.439453
	Iteration 21Q: 3 clusters Score -1676973 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1677067.250000 Penalty: 4772.439453
	Iteration 22Q: 3 clusters Score -1677067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1677147.125000 Penalty: 4772.439453
	Iteration 23Q: 3 clusters Score -1677147 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1677206.750000 Penalty: 4772.439453
	Iteration 24Q: 3 clusters Score -1677207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1677262.000000 Penalty: 4772.439453
	Iteration 25Q: 3 clusters Score -1677262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1677306.625000 Penalty: 4772.439453
	Iteration 26Q: 3 clusters Score -1677307 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1677363.625000 Penalty: 4772.439453
	Iteration 27Q: 3 clusters Score -1677364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1677426.000000 Penalty: 4772.439453
	Iteration 28Q: 3 clusters Score -1677426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1677486.875000 Penalty: 4772.439453
	Iteration 29Q: 3 clusters Score -1677487 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1677553.125000 Penalty: 4772.439453
	Iteration 30Q: 3 clusters Score -1677553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1677627.125000 Penalty: 4772.439453
	Iteration 31Q: 3 clusters Score -1677627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1677676.500000 Penalty: 4772.439453
	Iteration 32Q: 3 clusters Score -1677676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1677729.750000 Penalty: 4772.439453
	Iteration 33Q: 3 clusters Score -1677730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1677813.000000 Penalty: 4772.439453
	Iteration 34Q: 3 clusters Score -1677813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1677898.000000 Penalty: 4772.439453
	Iteration 35Q: 3 clusters Score -1677898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1677958.000000 Penalty: 4772.439453
	Iteration 36Q: 3 clusters Score -1677958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1677998.500000 Penalty: 4772.439453
	Iteration 37Q: 3 clusters Score -1677998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1678018.000000 Penalty: 4772.439453
	Iteration 38Q: 3 clusters Score -1678018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1678032.750000 Penalty: 4772.439453
	Iteration 39Q: 3 clusters Score -1678033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1678064.125000 Penalty: 4772.439453
	Iteration 40F: 3 clusters Score -1678064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1678086.000000 Penalty: 4772.439453
	Iteration 41Q: 3 clusters Score -1678086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1678091.125000 Penalty: 4772.439453
	Iteration 42Q: 3 clusters Score -1678091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1678096.000000 Penalty: 4772.439453
	Iteration 43Q: 3 clusters Score -1678096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1678099.750000 Penalty: 4772.439453
	Iteration 44Q: 3 clusters Score -1678100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1678098.625000 Penalty: 4772.439453
	Iteration 45Q: 3 clusters Score -1678099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1678097.375000 Penalty: 4772.439453
	Iteration 46Q: 3 clusters Score -1678097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1678101.125000 Penalty: 4772.439453
	Iteration 47Q: 3 clusters Score -1678101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1678100.875000 Penalty: 4772.439453
	Iteration 48Q: 3 clusters Score -1678101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1678100.875000 Penalty: 4772.439453
	Iteration 49F: 3 clusters Score -1678101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 7967 members 
Mstep: Class 8 contains 78802 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Entering Unmasked Estep 
Score: -212152256.000000 Penalty: 233550.812500
Splitting cluster 4 changes total score from -212149136.000000 to -212152256.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 5 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -767954.500000 Penalty: 2211.559570
	Iteration 0F: 2 clusters Score -767954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -762011.437500 Penalty: 4423.119141
	Iteration 0F: 3 clusters Score -762011.4 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -764074.125000 Penalty: 4423.119141
	Iteration 1F: 3 clusters Score -764074.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -764817.437500 Penalty: 4423.119141
	Iteration 2F: 3 clusters Score -764817.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -765585.812500 Penalty: 4423.119141
	Iteration 3F: 3 clusters Score -765585.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -766318.937500 Penalty: 4423.119141
	Iteration 4F: 3 clusters Score -766318.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -766924.250000 Penalty: 4423.119141
	Iteration 5F: 3 clusters Score -766924.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -767405.625000 Penalty: 4423.119141
	Iteration 6F: 3 clusters Score -767405.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -767730.625000 Penalty: 4423.119141
	Iteration 7Q: 3 clusters Score -767730.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -767964.062500 Penalty: 4423.119141
	Iteration 8Q: 3 clusters Score -767964.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -768139.000000 Penalty: 4423.119141
	Iteration 9Q: 3 clusters Score -768139 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -768242.875000 Penalty: 4423.119141
	Iteration 10Q: 3 clusters Score -768242.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -768306.312500 Penalty: 4423.119141
	Iteration 11Q: 3 clusters Score -768306.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -768331.812500 Penalty: 4423.119141
	Iteration 12Q: 3 clusters Score -768331.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -768355.687500 Penalty: 4423.119141
	Iteration 13Q: 3 clusters Score -768355.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -768375.187500 Penalty: 4423.119141
	Iteration 14Q: 3 clusters Score -768375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -768389.875000 Penalty: 4423.119141
	Iteration 15Q: 3 clusters Score -768389.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -768403.812500 Penalty: 4423.119141
	Iteration 16Q: 3 clusters Score -768403.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -768420.000000 Penalty: 4423.119141
	Iteration 17Q: 3 clusters Score -768420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -768431.812500 Penalty: 4423.119141
	Iteration 18Q: 3 clusters Score -768431.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -768444.437500 Penalty: 4423.119141
	Iteration 19Q: 3 clusters Score -768444.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -768461.312500 Penalty: 4423.119141
	Iteration 20F: 3 clusters Score -768461.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -768493.750000 Penalty: 4423.119141
	Iteration 21Q: 3 clusters Score -768493.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -768530.750000 Penalty: 4423.119141
	Iteration 22Q: 3 clusters Score -768530.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -768568.625000 Penalty: 4423.119141
	Iteration 23Q: 3 clusters Score -768568.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -768604.312500 Penalty: 4423.119141
	Iteration 24Q: 3 clusters Score -768604.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -768659.687500 Penalty: 4423.119141
	Iteration 25Q: 3 clusters Score -768659.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -768720.062500 Penalty: 4423.119141
	Iteration 26Q: 3 clusters Score -768720.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -768763.062500 Penalty: 4423.119141
	Iteration 27Q: 3 clusters Score -768763.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -768803.375000 Penalty: 4423.119141
	Iteration 28Q: 3 clusters Score -768803.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -768839.187500 Penalty: 4423.119141
	Iteration 29Q: 3 clusters Score -768839.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -768863.687500 Penalty: 4423.119141
	Iteration 30Q: 3 clusters Score -768863.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -768879.625000 Penalty: 4423.119141
	Iteration 31Q: 3 clusters Score -768879.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -768890.625000 Penalty: 4423.119141
	Iteration 32Q: 3 clusters Score -768890.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -768901.562500 Penalty: 4423.119141
	Iteration 33Q: 3 clusters Score -768901.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -768911.250000 Penalty: 4423.119141
	Iteration 34Q: 3 clusters Score -768911.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -768923.125000 Penalty: 4423.119141
	Iteration 35Q: 3 clusters Score -768923.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -768929.687500 Penalty: 4423.119141
	Iteration 36Q: 3 clusters Score -768929.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -768932.250000 Penalty: 4423.119141
	Iteration 37Q: 3 clusters Score -768932.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -768940.375000 Penalty: 4423.119141
	Iteration 38Q: 3 clusters Score -768940.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -768945.250000 Penalty: 4423.119141
	Iteration 39Q: 3 clusters Score -768945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -768947.250000 Penalty: 4423.119141
	Iteration 40F: 3 clusters Score -768947.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -768951.875000 Penalty: 4423.119141
	Iteration 41Q: 3 clusters Score -768951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -768955.250000 Penalty: 4423.119141
	Iteration 42Q: 3 clusters Score -768955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -768957.250000 Penalty: 4423.119141
	Iteration 43Q: 3 clusters Score -768957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -768958.562500 Penalty: 4423.119141
	Iteration 44Q: 3 clusters Score -768958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -768959.000000 Penalty: 4423.119141
	Iteration 45Q: 3 clusters Score -768959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -768960.812500 Penalty: 4423.119141
	Iteration 46Q: 3 clusters Score -768960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -768960.812500 Penalty: 4423.119141
	Iteration 47F: 3 clusters Score -768960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 7967 members 
Mstep: Class 8 contains 78802 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Entering Unmasked Estep 
Score: -212151984.000000 Penalty: 237143.906250
Splitting cluster 5 changes total score from -212149136.000000 to -212151984.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 6 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -162988.500000 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -162988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -160701.843750 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -160701.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161458.843750 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -161458.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161979.296875 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -161979.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162543.593750 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -162543.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163107.265625 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -163107.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163260.875000 Penalty: 3649.980225
	Iteration 5Q: 3 clusters Score -163260.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -163469.984375 Penalty: 3649.980225
	Iteration 6Q: 3 clusters Score -163470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163544.421875 Penalty: 3649.980225
	Iteration 7Q: 3 clusters Score -163544.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163610.703125 Penalty: 3649.980225
	Iteration 8Q: 3 clusters Score -163610.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -163704.078125 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -163704.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163818.218750 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -163818.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -163939.484375 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -163939.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -164070.937500 Penalty: 3649.980225
	Iteration 12Q: 3 clusters Score -164070.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -164270.062500 Penalty: 3649.980225
	Iteration 13Q: 3 clusters Score -164270.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164665.843750 Penalty: 3649.980225
	Iteration 14Q: 3 clusters Score -164665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -165031.312500 Penalty: 3649.980225
	Iteration 15Q: 3 clusters Score -165031.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -165087.281250 Penalty: 3649.980225
	Iteration 16Q: 3 clusters Score -165087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -165118.343750 Penalty: 3649.980225
	Iteration 17Q: 3 clusters Score -165118.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165149.921875 Penalty: 3649.980225
	Iteration 18Q: 3 clusters Score -165149.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165184.906250 Penalty: 3649.980225
	Iteration 19Q: 3 clusters Score -165184.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165241.156250 Penalty: 3649.980225
	Iteration 20F: 3 clusters Score -165241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -165290.687500 Penalty: 3649.980225
	Iteration 21Q: 3 clusters Score -165290.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165337.531250 Penalty: 3649.980225
	Iteration 22Q: 3 clusters Score -165337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165348.390625 Penalty: 3649.980225
	Iteration 23Q: 3 clusters Score -165348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165351.906250 Penalty: 3649.980225
	Iteration 24Q: 3 clusters Score -165351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165351.906250 Penalty: 3649.980225
	Iteration 25F: 3 clusters Score -165351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 7967 members 
Mstep: Class 8 contains 78802 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Entering Unmasked Estep 
Score: -212153248.000000 Penalty: 240737.000000
Splitting cluster 6 changes total score from -212149136.000000 to -212153248.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 7 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -875818.750000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -875818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -869483.437500 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -869483.4 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -871226.125000 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -871226.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -871573.187500 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -871573.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -871838.750000 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -871838.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -872110.687500 Penalty: 4455.599609
	Iteration 4F: 3 clusters Score -872110.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -872372.625000 Penalty: 4455.599609
	Iteration 5F: 3 clusters Score -872372.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -872594.500000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -872594.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -872823.812500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -872823.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -873079.625000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -873079.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -873360.812500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -873360.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -873753.562500 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -873753.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -874148.750000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -874148.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -874446.375000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -874446.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -874679.937500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -874679.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -874863.687500 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -874863.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -875014.875000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -875014.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -875128.250000 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -875128.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -875213.437500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -875213.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -875277.062500 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -875277.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -875330.562500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -875330.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -875391.812500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -875391.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -875460.187500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -875460.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -875580.250000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -875580.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -875750.875000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -875750.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -875923.000000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -875923 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -876121.375000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -876121.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -876274.937500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -876274.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -876363.250000 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -876363.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -876452.562500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -876452.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -876526.000000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -876526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -876596.312500 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -876596.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -876641.500000 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -876641.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -876666.250000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -876666.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -876684.562500 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -876684.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -876697.937500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -876697.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -876709.062500 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -876709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -876722.125000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -876722.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -876739.187500 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -876739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -876756.187500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -876756.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -876770.875000 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -876770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -876787.687500 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -876787.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -876804.125000 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -876804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -876814.000000 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -876814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -876817.062500 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -876817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -876819.062500 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -876819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -876820.625000 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -876820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -876819.812500 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -876819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -876822.500000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -876822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -876821.312500 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -876821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -876821.312500 Penalty: 4455.599609
	Iteration 49F: 3 clusters Score -876821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 78802 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Entering Unmasked Estep 
Score: -212153136.000000 Penalty: 244330.078125
Splitting cluster 7 changes total score from -212149136.000000 to -212153136.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 8 (78802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Entering Unmasked Estep 
Score: -8994263.000000 Penalty: 2796.124023
	Iteration 0F: 2 clusters Score -8994263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -8941361.000000 Penalty: 5592.248047
	Iteration 0F: 3 clusters Score -8941361 nChanged 37126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -8962364.000000 Penalty: 5592.248047
	Iteration 1F: 3 clusters Score -8962364 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8963421.000000 Penalty: 5592.248047
	Iteration 2Q: 3 clusters Score -8963421 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -8964581.000000 Penalty: 5592.248047
	Iteration 3Q: 3 clusters Score -8964581 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -8965892.000000 Penalty: 5592.248047
	Iteration 4Q: 3 clusters Score -8965892 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -8967627.000000 Penalty: 5592.248047
	Iteration 5Q: 3 clusters Score -8967627 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -8969743.000000 Penalty: 5592.248047
	Iteration 6Q: 3 clusters Score -8969743 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -8972561.000000 Penalty: 5592.248047
	Iteration 7F: 3 clusters Score -8972561 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -8975551.000000 Penalty: 5592.248047
	Iteration 8F: 3 clusters Score -8975551 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -8978522.000000 Penalty: 5592.248047
	Iteration 9F: 3 clusters Score -8978522 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -8981179.000000 Penalty: 5592.248047
	Iteration 10Q: 3 clusters Score -8981179 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -8983393.000000 Penalty: 5592.248047
	Iteration 11Q: 3 clusters Score -8983393 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -8985244.000000 Penalty: 5592.248047
	Iteration 12Q: 3 clusters Score -8985244 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -8986695.000000 Penalty: 5592.248047
	Iteration 13Q: 3 clusters Score -8986695 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -8987974.000000 Penalty: 5592.248047
	Iteration 14Q: 3 clusters Score -8987974 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -8988876.000000 Penalty: 5592.248047
	Iteration 15Q: 3 clusters Score -8988876 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8989652.000000 Penalty: 5592.248047
	Iteration 16Q: 3 clusters Score -8989652 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -8990256.000000 Penalty: 5592.248047
	Iteration 17Q: 3 clusters Score -8990256 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8990779.000000 Penalty: 5592.248047
	Iteration 18Q: 3 clusters Score -8990779 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8991097.000000 Penalty: 5592.248047
	Iteration 19Q: 3 clusters Score -8991097 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8991379.000000 Penalty: 5592.248047
	Iteration 20F: 3 clusters Score -8991379 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8991632.000000 Penalty: 5592.248047
	Iteration 21Q: 3 clusters Score -8991632 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8991859.000000 Penalty: 5592.248047
	Iteration 22Q: 3 clusters Score -8991859 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8992043.000000 Penalty: 5592.248047
	Iteration 23Q: 3 clusters Score -8992043 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8992219.000000 Penalty: 5592.248047
	Iteration 24Q: 3 clusters Score -8992219 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8992324.000000 Penalty: 5592.248047
	Iteration 25Q: 3 clusters Score -8992324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8992419.000000 Penalty: 5592.248047
	Iteration 26Q: 3 clusters Score -8992419 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8992510.000000 Penalty: 5592.248047
	Iteration 27Q: 3 clusters Score -8992510 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8992562.000000 Penalty: 5592.248047
	Iteration 28Q: 3 clusters Score -8992562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8992631.000000 Penalty: 5592.248047
	Iteration 29Q: 3 clusters Score -8992631 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8992705.000000 Penalty: 5592.248047
	Iteration 30Q: 3 clusters Score -8992705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8992758.000000 Penalty: 5592.248047
	Iteration 31Q: 3 clusters Score -8992758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8992846.000000 Penalty: 5592.248047
	Iteration 32Q: 3 clusters Score -8992846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8992929.000000 Penalty: 5592.248047
	Iteration 33Q: 3 clusters Score -8992929 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8993036.000000 Penalty: 5592.248047
	Iteration 34Q: 3 clusters Score -8993036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8993107.000000 Penalty: 5592.248047
	Iteration 35Q: 3 clusters Score -8993107 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8993226.000000 Penalty: 5592.248047
	Iteration 36Q: 3 clusters Score -8993226 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8993311.000000 Penalty: 5592.248047
	Iteration 37Q: 3 clusters Score -8993311 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8993352.000000 Penalty: 5592.248047
	Iteration 38Q: 3 clusters Score -8993352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8993403.000000 Penalty: 5592.248047
	Iteration 39Q: 3 clusters Score -8993403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8993498.000000 Penalty: 5592.248047
	Iteration 40F: 3 clusters Score -8993498 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8993567.000000 Penalty: 5592.248047
	Iteration 41Q: 3 clusters Score -8993567 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8993644.000000 Penalty: 5592.248047
	Iteration 42Q: 3 clusters Score -8993644 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8993750.000000 Penalty: 5592.248047
	Iteration 43Q: 3 clusters Score -8993750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8993813.000000 Penalty: 5592.248047
	Iteration 44Q: 3 clusters Score -8993813 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8993869.000000 Penalty: 5592.248047
	Iteration 45Q: 3 clusters Score -8993869 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8993928.000000 Penalty: 5592.248047
	Iteration 46Q: 3 clusters Score -8993928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8993990.000000 Penalty: 5592.248047
	Iteration 47Q: 3 clusters Score -8993990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8994021.000000 Penalty: 5592.248047
	Iteration 48Q: 3 clusters Score -8994021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8994060.000000 Penalty: 5592.248047
	Iteration 49Q: 3 clusters Score -8994060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8994088.000000 Penalty: 5592.248047
	Iteration 50Q: 3 clusters Score -8994088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8994127.000000 Penalty: 5592.248047
	Iteration 51Q: 3 clusters Score -8994127 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8994161.000000 Penalty: 5592.248047
	Iteration 52Q: 3 clusters Score -8994161 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -8994216.000000 Penalty: 5592.248047
	Iteration 53Q: 3 clusters Score -8994216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8994253.000000 Penalty: 5592.248047
	Iteration 54Q: 3 clusters Score -8994253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8994283.000000 Penalty: 5592.248047
	Iteration 55Q: 3 clusters Score -8994283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8994312.000000 Penalty: 5592.248047
	Iteration 56Q: 3 clusters Score -8994312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8994331.000000 Penalty: 5592.248047
	Iteration 57Q: 3 clusters Score -8994331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8994332.000000 Penalty: 5592.248047
	Iteration 58Q: 3 clusters Score -8994332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8994337.000000 Penalty: 5592.248047
	Iteration 59Q: 3 clusters Score -8994337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8994379.000000 Penalty: 5592.248047
	Iteration 60F: 3 clusters Score -8994379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8994399.000000 Penalty: 5592.248047
	Iteration 61Q: 3 clusters Score -8994399 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8994399.000000 Penalty: 5592.248047
	Iteration 62Q: 3 clusters Score -8994399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8994403.000000 Penalty: 5592.248047
	Iteration 63Q: 3 clusters Score -8994403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8994405.000000 Penalty: 5592.248047
	Iteration 64Q: 3 clusters Score -8994405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8994400.000000 Penalty: 5592.248047
	Iteration 65Q: 3 clusters Score -8994400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -8994419.000000 Penalty: 5592.248047
	Iteration 66Q: 3 clusters Score -8994419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8994422.000000 Penalty: 5592.248047
	Iteration 67Q: 3 clusters Score -8994422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8994447.000000 Penalty: 5592.248047
	Iteration 68Q: 3 clusters Score -8994447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -8994428.000000 Penalty: 5592.248047
	Iteration 69Q: 3 clusters Score -8994428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -8994449.000000 Penalty: 5592.248047
	Iteration 70Q: 3 clusters Score -8994449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8994448.000000 Penalty: 5592.248047
	Iteration 71Q: 3 clusters Score -8994448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8994466.000000 Penalty: 5592.248047
	Iteration 72Q: 3 clusters Score -8994466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -8994472.000000 Penalty: 5592.248047
	Iteration 73Q: 3 clusters Score -8994472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -8994482.000000 Penalty: 5592.248047
	Iteration 74Q: 3 clusters Score -8994482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8994475.000000 Penalty: 5592.248047
	Iteration 75Q: 3 clusters Score -8994475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8994478.000000 Penalty: 5592.248047
	Iteration 76Q: 3 clusters Score -8994478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8994480.000000 Penalty: 5592.248047
	Iteration 77Q: 3 clusters Score -8994480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -8994485.000000 Penalty: 5592.248047
	Iteration 78Q: 3 clusters Score -8994485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8994491.000000 Penalty: 5592.248047
	Iteration 79Q: 3 clusters Score -8994491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8994504.000000 Penalty: 5592.248047
	Iteration 80F: 3 clusters Score -8994504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8994509.000000 Penalty: 5592.248047
	Iteration 81Q: 3 clusters Score -8994509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -8994510.000000 Penalty: 5592.248047
	Iteration 82Q: 3 clusters Score -8994510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8994492.000000 Penalty: 5592.248047
	Iteration 83Q: 3 clusters Score -8994492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -8994491.000000 Penalty: 5592.248047
	Iteration 84Q: 3 clusters Score -8994491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8994497.000000 Penalty: 5592.248047
	Iteration 85Q: 3 clusters Score -8994497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8994510.000000 Penalty: 5592.248047
	Iteration 86Q: 3 clusters Score -8994510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8994493.000000 Penalty: 5592.248047
	Iteration 87Q: 3 clusters Score -8994493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -8994502.000000 Penalty: 5592.248047
	Iteration 88Q: 3 clusters Score -8994502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -8994500.000000 Penalty: 5592.248047
	Iteration 89Q: 3 clusters Score -8994500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -8994509.000000 Penalty: 5592.248047
	Iteration 90Q: 3 clusters Score -8994509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -8994504.000000 Penalty: 5592.248047
	Iteration 91Q: 3 clusters Score -8994504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8994500.000000 Penalty: 5592.248047
	Iteration 92Q: 3 clusters Score -8994500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8994511.000000 Penalty: 5592.248047
	Iteration 93Q: 3 clusters Score -8994511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -8994507.000000 Penalty: 5592.248047
	Iteration 94Q: 3 clusters Score -8994507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -8994520.000000 Penalty: 5592.248047
	Iteration 95Q: 3 clusters Score -8994520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -8994517.000000 Penalty: 5592.248047
	Iteration 96Q: 3 clusters Score -8994517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8994520.000000 Penalty: 5592.248047
	Iteration 97Q: 3 clusters Score -8994520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -8994537.000000 Penalty: 5592.248047
	Iteration 98Q: 3 clusters Score -8994537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -8994524.000000 Penalty: 5592.248047
	Iteration 99Q: 3 clusters Score -8994524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -8994526.000000 Penalty: 5592.248047
	Iteration 100F: 3 clusters Score -8994526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -8994531.000000 Penalty: 5592.248047
	Iteration 101Q: 3 clusters Score -8994531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -8994532.000000 Penalty: 5592.248047
	Iteration 102Q: 3 clusters Score -8994532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -8994527.000000 Penalty: 5592.248047
	Iteration 103Q: 3 clusters Score -8994527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8994518.000000 Penalty: 5592.248047
	Iteration 104Q: 3 clusters Score -8994518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -8994519.000000 Penalty: 5592.248047
	Iteration 105Q: 3 clusters Score -8994519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -8994526.000000 Penalty: 5592.248047
	Iteration 106Q: 3 clusters Score -8994526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8994525.000000 Penalty: 5592.248047
	Iteration 107Q: 3 clusters Score -8994525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8994519.000000 Penalty: 5592.248047
	Iteration 108Q: 3 clusters Score -8994519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8994518.000000 Penalty: 5592.248047
	Iteration 109Q: 3 clusters Score -8994518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8994518.000000 Penalty: 5592.248047
	Iteration 110Q: 3 clusters Score -8994518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8994521.000000 Penalty: 5592.248047
	Iteration 111Q: 3 clusters Score -8994521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8994513.000000 Penalty: 5592.248047
	Iteration 112Q: 3 clusters Score -8994513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -8994520.000000 Penalty: 5592.248047
	Iteration 113Q: 3 clusters Score -8994520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8994517.000000 Penalty: 5592.248047
	Iteration 114Q: 3 clusters Score -8994517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8994519.000000 Penalty: 5592.248047
	Iteration 115Q: 3 clusters Score -8994519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8994516.000000 Penalty: 5592.248047
	Iteration 116Q: 3 clusters Score -8994516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8994518.000000 Penalty: 5592.248047
	Iteration 117Q: 3 clusters Score -8994518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8994518.000000 Penalty: 5592.248047
	Iteration 118Q: 3 clusters Score -8994518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8994513.000000 Penalty: 5592.248047
	Iteration 119Q: 3 clusters Score -8994513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8994523.000000 Penalty: 5592.248047
	Iteration 120F: 3 clusters Score -8994523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8994524.000000 Penalty: 5592.248047
	Iteration 121Q: 3 clusters Score -8994524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8994524.000000 Penalty: 5592.248047
	Iteration 122F: 3 clusters Score -8994524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Entering Unmasked Estep 
Score: -212155152.000000 Penalty: 247923.171875
Splitting cluster 8 changes total score from -212149136.000000 to -212155152.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 9 (23755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Entering Unmasked Estep 
Score: -2461009.250000 Penalty: 2498.735840
	Iteration 0F: 2 clusters Score -2461009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2444633.500000 Penalty: 4997.471680
	Iteration 0F: 3 clusters Score -2444634 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2451001.750000 Penalty: 4997.471680
	Iteration 1F: 3 clusters Score -2451002 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2452192.750000 Penalty: 4997.471680
	Iteration 2F: 3 clusters Score -2452193 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2453470.500000 Penalty: 4997.471680
	Iteration 3F: 3 clusters Score -2453470 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2454609.750000 Penalty: 4997.471680
	Iteration 4F: 3 clusters Score -2454610 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2455563.750000 Penalty: 4997.471680
	Iteration 5F: 3 clusters Score -2455564 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2456286.500000 Penalty: 4997.471680
	Iteration 6F: 3 clusters Score -2456286 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2456847.500000 Penalty: 4997.471680
	Iteration 7Q: 3 clusters Score -2456848 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2457270.500000 Penalty: 4997.471680
	Iteration 8Q: 3 clusters Score -2457270 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2457619.250000 Penalty: 4997.471680
	Iteration 9Q: 3 clusters Score -2457619 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2457915.750000 Penalty: 4997.471680
	Iteration 10Q: 3 clusters Score -2457916 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2458165.750000 Penalty: 4997.471680
	Iteration 11Q: 3 clusters Score -2458166 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2458366.500000 Penalty: 4997.471680
	Iteration 12Q: 3 clusters Score -2458366 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2458541.000000 Penalty: 4997.471680
	Iteration 13Q: 3 clusters Score -2458541 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2458687.250000 Penalty: 4997.471680
	Iteration 14Q: 3 clusters Score -2458687 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2458785.250000 Penalty: 4997.471680
	Iteration 15Q: 3 clusters Score -2458785 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2458862.000000 Penalty: 4997.471680
	Iteration 16Q: 3 clusters Score -2458862 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2458930.250000 Penalty: 4997.471680
	Iteration 17Q: 3 clusters Score -2458930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2458989.000000 Penalty: 4997.471680
	Iteration 18Q: 3 clusters Score -2458989 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2459039.000000 Penalty: 4997.471680
	Iteration 19Q: 3 clusters Score -2459039 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2459075.750000 Penalty: 4997.471680
	Iteration 20F: 3 clusters Score -2459076 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2459105.500000 Penalty: 4997.471680
	Iteration 21Q: 3 clusters Score -2459106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2459128.000000 Penalty: 4997.471680
	Iteration 22Q: 3 clusters Score -2459128 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2459147.250000 Penalty: 4997.471680
	Iteration 23Q: 3 clusters Score -2459147 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2459173.500000 Penalty: 4997.471680
	Iteration 24Q: 3 clusters Score -2459174 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2459191.000000 Penalty: 4997.471680
	Iteration 25Q: 3 clusters Score -2459191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2459201.500000 Penalty: 4997.471680
	Iteration 26Q: 3 clusters Score -2459202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2459216.250000 Penalty: 4997.471680
	Iteration 27Q: 3 clusters Score -2459216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2459232.000000 Penalty: 4997.471680
	Iteration 28Q: 3 clusters Score -2459232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2459242.750000 Penalty: 4997.471680
	Iteration 29Q: 3 clusters Score -2459243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2459241.000000 Penalty: 4997.471680
	Iteration 30Q: 3 clusters Score -2459241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2459254.250000 Penalty: 4997.471680
	Iteration 31Q: 3 clusters Score -2459254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2459270.750000 Penalty: 4997.471680
	Iteration 32Q: 3 clusters Score -2459271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2459279.500000 Penalty: 4997.471680
	Iteration 33Q: 3 clusters Score -2459280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2459282.500000 Penalty: 4997.471680
	Iteration 34Q: 3 clusters Score -2459282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2459286.000000 Penalty: 4997.471680
	Iteration 35Q: 3 clusters Score -2459286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2459299.250000 Penalty: 4997.471680
	Iteration 36Q: 3 clusters Score -2459299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2459303.250000 Penalty: 4997.471680
	Iteration 37Q: 3 clusters Score -2459303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2459304.500000 Penalty: 4997.471680
	Iteration 38Q: 3 clusters Score -2459304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2459313.500000 Penalty: 4997.471680
	Iteration 39Q: 3 clusters Score -2459314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2459322.750000 Penalty: 4997.471680
	Iteration 40F: 3 clusters Score -2459323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2459335.750000 Penalty: 4997.471680
	Iteration 41Q: 3 clusters Score -2459336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2459348.000000 Penalty: 4997.471680
	Iteration 42Q: 3 clusters Score -2459348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2459351.500000 Penalty: 4997.471680
	Iteration 43Q: 3 clusters Score -2459352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2459353.500000 Penalty: 4997.471680
	Iteration 44Q: 3 clusters Score -2459354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2459366.750000 Penalty: 4997.471680
	Iteration 45Q: 3 clusters Score -2459367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2459378.750000 Penalty: 4997.471680
	Iteration 46Q: 3 clusters Score -2459379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2459390.750000 Penalty: 4997.471680
	Iteration 47Q: 3 clusters Score -2459391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2459397.750000 Penalty: 4997.471680
	Iteration 48Q: 3 clusters Score -2459398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2459411.000000 Penalty: 4997.471680
	Iteration 49Q: 3 clusters Score -2459411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2459424.000000 Penalty: 4997.471680
	Iteration 50Q: 3 clusters Score -2459424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2459438.000000 Penalty: 4997.471680
	Iteration 51Q: 3 clusters Score -2459438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2459455.000000 Penalty: 4997.471680
	Iteration 52Q: 3 clusters Score -2459455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2459464.750000 Penalty: 4997.471680
	Iteration 53Q: 3 clusters Score -2459465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2459461.750000 Penalty: 4997.471680
	Iteration 54Q: 3 clusters Score -2459462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2459472.000000 Penalty: 4997.471680
	Iteration 55Q: 3 clusters Score -2459472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2459480.500000 Penalty: 4997.471680
	Iteration 56Q: 3 clusters Score -2459480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2459486.750000 Penalty: 4997.471680
	Iteration 57Q: 3 clusters Score -2459487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2459492.500000 Penalty: 4997.471680
	Iteration 58Q: 3 clusters Score -2459492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2459500.000000 Penalty: 4997.471680
	Iteration 59Q: 3 clusters Score -2459500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2459497.000000 Penalty: 4997.471680
	Iteration 60F: 3 clusters Score -2459497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2459506.500000 Penalty: 4997.471680
	Iteration 61Q: 3 clusters Score -2459506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2459514.500000 Penalty: 4997.471680
	Iteration 62Q: 3 clusters Score -2459514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2459521.500000 Penalty: 4997.471680
	Iteration 63Q: 3 clusters Score -2459522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2459519.750000 Penalty: 4997.471680
	Iteration 64Q: 3 clusters Score -2459520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2459522.500000 Penalty: 4997.471680
	Iteration 65Q: 3 clusters Score -2459522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2459529.250000 Penalty: 4997.471680
	Iteration 66Q: 3 clusters Score -2459529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2459538.000000 Penalty: 4997.471680
	Iteration 67Q: 3 clusters Score -2459538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2459547.750000 Penalty: 4997.471680
	Iteration 68Q: 3 clusters Score -2459548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2459552.000000 Penalty: 4997.471680
	Iteration 69Q: 3 clusters Score -2459552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2459549.750000 Penalty: 4997.471680
	Iteration 70Q: 3 clusters Score -2459550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2459556.250000 Penalty: 4997.471680
	Iteration 71Q: 3 clusters Score -2459556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2459563.750000 Penalty: 4997.471680
	Iteration 72Q: 3 clusters Score -2459564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2459576.250000 Penalty: 4997.471680
	Iteration 73Q: 3 clusters Score -2459576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2459576.250000 Penalty: 4997.471680
	Iteration 74Q: 3 clusters Score -2459576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2459581.250000 Penalty: 4997.471680
	Iteration 75Q: 3 clusters Score -2459581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2459590.250000 Penalty: 4997.471680
	Iteration 76Q: 3 clusters Score -2459590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2459608.250000 Penalty: 4997.471680
	Iteration 77Q: 3 clusters Score -2459608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2459610.250000 Penalty: 4997.471680
	Iteration 78Q: 3 clusters Score -2459610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2459612.750000 Penalty: 4997.471680
	Iteration 79Q: 3 clusters Score -2459613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2459631.750000 Penalty: 4997.471680
	Iteration 80F: 3 clusters Score -2459632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2459645.000000 Penalty: 4997.471680
	Iteration 81Q: 3 clusters Score -2459645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2459651.250000 Penalty: 4997.471680
	Iteration 82Q: 3 clusters Score -2459651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2459656.750000 Penalty: 4997.471680
	Iteration 83Q: 3 clusters Score -2459657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2459658.500000 Penalty: 4997.471680
	Iteration 84Q: 3 clusters Score -2459658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2459665.750000 Penalty: 4997.471680
	Iteration 85Q: 3 clusters Score -2459666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2459667.500000 Penalty: 4997.471680
	Iteration 86Q: 3 clusters Score -2459668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2459671.750000 Penalty: 4997.471680
	Iteration 87Q: 3 clusters Score -2459672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2459668.250000 Penalty: 4997.471680
	Iteration 88Q: 3 clusters Score -2459668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2459677.250000 Penalty: 4997.471680
	Iteration 89Q: 3 clusters Score -2459677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2459677.000000 Penalty: 4997.471680
	Iteration 90Q: 3 clusters Score -2459677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2459678.750000 Penalty: 4997.471680
	Iteration 91Q: 3 clusters Score -2459679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2459676.500000 Penalty: 4997.471680
	Iteration 92Q: 3 clusters Score -2459676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2459682.250000 Penalty: 4997.471680
	Iteration 93Q: 3 clusters Score -2459682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2459680.250000 Penalty: 4997.471680
	Iteration 94Q: 3 clusters Score -2459680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2459680.250000 Penalty: 4997.471680
	Iteration 95Q: 3 clusters Score -2459680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2459680.750000 Penalty: 4997.471680
	Iteration 96Q: 3 clusters Score -2459681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2459684.500000 Penalty: 4997.471680
	Iteration 97Q: 3 clusters Score -2459684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2459681.250000 Penalty: 4997.471680
	Iteration 98Q: 3 clusters Score -2459681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2459679.750000 Penalty: 4997.471680
	Iteration 99Q: 3 clusters Score -2459680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2459672.500000 Penalty: 4997.471680
	Iteration 100F: 3 clusters Score -2459672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2459680.750000 Penalty: 4997.471680
	Iteration 101Q: 3 clusters Score -2459681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2459684.250000 Penalty: 4997.471680
	Iteration 102Q: 3 clusters Score -2459684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2459687.750000 Penalty: 4997.471680
	Iteration 103Q: 3 clusters Score -2459688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2459687.750000 Penalty: 4997.471680
	Iteration 104Q: 3 clusters Score -2459688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2459687.000000 Penalty: 4997.471680
	Iteration 105Q: 3 clusters Score -2459687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2459686.250000 Penalty: 4997.471680
	Iteration 106Q: 3 clusters Score -2459686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2459688.000000 Penalty: 4997.471680
	Iteration 107Q: 3 clusters Score -2459688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2459688.750000 Penalty: 4997.471680
	Iteration 108Q: 3 clusters Score -2459689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2459692.000000 Penalty: 4997.471680
	Iteration 109Q: 3 clusters Score -2459692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2459695.000000 Penalty: 4997.471680
	Iteration 110Q: 3 clusters Score -2459695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2459692.250000 Penalty: 4997.471680
	Iteration 111Q: 3 clusters Score -2459692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2459694.250000 Penalty: 4997.471680
	Iteration 112Q: 3 clusters Score -2459694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2459694.500000 Penalty: 4997.471680
	Iteration 113Q: 3 clusters Score -2459694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2459692.500000 Penalty: 4997.471680
	Iteration 114Q: 3 clusters Score -2459692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2459697.000000 Penalty: 4997.471680
	Iteration 115Q: 3 clusters Score -2459697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2459699.500000 Penalty: 4997.471680
	Iteration 116Q: 3 clusters Score -2459700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2459699.750000 Penalty: 4997.471680
	Iteration 117Q: 3 clusters Score -2459700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2459699.750000 Penalty: 4997.471680
	Iteration 118Q: 3 clusters Score -2459700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2459700.000000 Penalty: 4997.471680
	Iteration 119Q: 3 clusters Score -2459700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2459705.000000 Penalty: 4997.471680
	Iteration 120F: 3 clusters Score -2459705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2459707.500000 Penalty: 4997.471680
	Iteration 121Q: 3 clusters Score -2459708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2459706.500000 Penalty: 4997.471680
	Iteration 122Q: 3 clusters Score -2459706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2459702.250000 Penalty: 4997.471680
	Iteration 123Q: 3 clusters Score -2459702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2459705.000000 Penalty: 4997.471680
	Iteration 124Q: 3 clusters Score -2459705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2459706.500000 Penalty: 4997.471680
	Iteration 125Q: 3 clusters Score -2459706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2459704.750000 Penalty: 4997.471680
	Iteration 126Q: 3 clusters Score -2459705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2459708.250000 Penalty: 4997.471680
	Iteration 127Q: 3 clusters Score -2459708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2459705.500000 Penalty: 4997.471680
	Iteration 128Q: 3 clusters Score -2459706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2459704.750000 Penalty: 4997.471680
	Iteration 129Q: 3 clusters Score -2459705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2459706.000000 Penalty: 4997.471680
	Iteration 130Q: 3 clusters Score -2459706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2459706.000000 Penalty: 4997.471680
	Iteration 131F: 3 clusters Score -2459706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -682752.250000 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -682752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -677661.437500 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -677661.4 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -679123.125000 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -679123.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -679483.750000 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -679483.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -679744.687500 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -679744.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -680059.625000 Penalty: 4319.894531
	Iteration 4F: 3 clusters Score -680059.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -680454.250000 Penalty: 4319.894531
	Iteration 5F: 3 clusters Score -680454.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -680842.750000 Penalty: 4319.894531
	Iteration 6F: 3 clusters Score -680842.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -681163.937500 Penalty: 4319.894531
	Iteration 7F: 3 clusters Score -681163.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -681438.125000 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -681438.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -681621.187500 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -681621.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -681761.750000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -681761.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -681860.000000 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -681860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -681924.312500 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -681924.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -681967.312500 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -681967.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -682001.562500 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -682001.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -682030.375000 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -682030.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -682060.062500 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -682060.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -682084.375000 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -682084.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -682109.937500 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -682109.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -682129.500000 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -682129.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -682145.562500 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -682145.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -682155.500000 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -682155.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -682162.875000 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -682162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -682172.250000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -682172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -682181.875000 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -682181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -682186.625000 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -682186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -682194.812500 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -682194.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -682197.375000 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -682197.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -682200.875000 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -682200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -682204.000000 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -682204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -682206.500000 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -682206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -682205.500000 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -682205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -682207.062500 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -682207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -682207.750000 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -682207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -682207.750000 Penalty: 4319.894531
	Iteration 34F: 3 clusters Score -682207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Entering Unmasked Estep 
Score: -4134074.000000 Penalty: 2605.215820
	Iteration 0F: 2 clusters Score -4134074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4109269.500000 Penalty: 5210.431641
	Iteration 0F: 3 clusters Score -4109270 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4118470.250000 Penalty: 5210.431641
	Iteration 1F: 3 clusters Score -4118470 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4119176.250000 Penalty: 5210.431641
	Iteration 2Q: 3 clusters Score -4119176 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4120038.500000 Penalty: 5210.431641
	Iteration 3Q: 3 clusters Score -4120038 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4121193.250000 Penalty: 5210.431641
	Iteration 4F: 3 clusters Score -4121193 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4122686.500000 Penalty: 5210.431641
	Iteration 5F: 3 clusters Score -4122686 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -4124368.750000 Penalty: 5210.431641
	Iteration 6F: 3 clusters Score -4124369 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4126087.250000 Penalty: 5210.431641
	Iteration 7F: 3 clusters Score -4126087 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4127792.250000 Penalty: 5210.431641
	Iteration 8F: 3 clusters Score -4127792 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4129662.250000 Penalty: 5210.431641
	Iteration 9F: 3 clusters Score -4129662 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4131490.750000 Penalty: 5210.431641
	Iteration 10F: 3 clusters Score -4131491 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4132780.500000 Penalty: 5210.431641
	Iteration 11Q: 3 clusters Score -4132780 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4133575.500000 Penalty: 5210.431641
	Iteration 12Q: 3 clusters Score -4133576 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4134146.000000 Penalty: 5210.431641
	Iteration 13Q: 3 clusters Score -4134146 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4134494.500000 Penalty: 5210.431641
	Iteration 14Q: 3 clusters Score -4134494 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4134712.000000 Penalty: 5210.431641
	Iteration 15Q: 3 clusters Score -4134712 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4134900.000000 Penalty: 5210.431641
	Iteration 16Q: 3 clusters Score -4134900 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4135039.750000 Penalty: 5210.431641
	Iteration 17Q: 3 clusters Score -4135040 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4135204.750000 Penalty: 5210.431641
	Iteration 18Q: 3 clusters Score -4135205 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4135410.750000 Penalty: 5210.431641
	Iteration 19Q: 3 clusters Score -4135411 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -4135653.500000 Penalty: 5210.431641
	Iteration 20F: 3 clusters Score -4135654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4135978.000000 Penalty: 5210.431641
	Iteration 21Q: 3 clusters Score -4135978 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4136392.250000 Penalty: 5210.431641
	Iteration 22Q: 3 clusters Score -4136392 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4136697.000000 Penalty: 5210.431641
	Iteration 23Q: 3 clusters Score -4136697 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4136859.250000 Penalty: 5210.431641
	Iteration 24Q: 3 clusters Score -4136859 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4136939.500000 Penalty: 5210.431641
	Iteration 25Q: 3 clusters Score -4136940 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4136966.000000 Penalty: 5210.431641
	Iteration 26Q: 3 clusters Score -4136966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4137000.250000 Penalty: 5210.431641
	Iteration 27Q: 3 clusters Score -4137000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4137006.500000 Penalty: 5210.431641
	Iteration 28Q: 3 clusters Score -4137006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4137001.750000 Penalty: 5210.431641
	Iteration 29Q: 3 clusters Score -4137002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4137002.250000 Penalty: 5210.431641
	Iteration 30Q: 3 clusters Score -4137002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4136998.000000 Penalty: 5210.431641
	Iteration 31Q: 3 clusters Score -4136998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4136994.750000 Penalty: 5210.431641
	Iteration 32Q: 3 clusters Score -4136995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4136994.250000 Penalty: 5210.431641
	Iteration 33Q: 3 clusters Score -4136994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4136989.500000 Penalty: 5210.431641
	Iteration 34Q: 3 clusters Score -4136990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4136991.250000 Penalty: 5210.431641
	Iteration 35Q: 3 clusters Score -4136991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4136990.250000 Penalty: 5210.431641
	Iteration 36Q: 3 clusters Score -4136990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4136992.750000 Penalty: 5210.431641
	Iteration 37Q: 3 clusters Score -4136993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4136995.500000 Penalty: 5210.431641
	Iteration 38Q: 3 clusters Score -4136996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4136999.500000 Penalty: 5210.431641
	Iteration 39Q: 3 clusters Score -4137000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4136999.500000 Penalty: 5210.431641
	Iteration 40F: 3 clusters Score -4137000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Entering Unmasked Estep 
Score: -212154912.000000 Penalty: 251516.265625
Splitting cluster 11 changes total score from -212149136.000000 to -212154912.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 12 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -841478.187500 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -841478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -835213.750000 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -835213.8 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -837366.750000 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -837366.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -838063.437500 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -838063.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -838846.437500 Penalty: 4446.679199
	Iteration 3F: 3 clusters Score -838846.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -839527.875000 Penalty: 4446.679199
	Iteration 4F: 3 clusters Score -839527.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -840061.937500 Penalty: 4446.679199
	Iteration 5F: 3 clusters Score -840061.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -840489.500000 Penalty: 4446.679199
	Iteration 6F: 3 clusters Score -840489.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -840750.250000 Penalty: 4446.679199
	Iteration 7Q: 3 clusters Score -840750.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -840900.500000 Penalty: 4446.679199
	Iteration 8Q: 3 clusters Score -840900.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -840979.000000 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -840979 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -841023.812500 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -841023.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -841047.562500 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -841047.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -841058.500000 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -841058.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -841068.000000 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -841068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -841076.562500 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -841076.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -841082.625000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -841082.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -841087.187500 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -841087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -841088.437500 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -841088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -841088.125000 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -841088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -841089.312500 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -841089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -841090.812500 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -841090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -841093.250000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -841093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -841093.000000 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -841093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -841093.125000 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -841093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -841095.750000 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -841095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -841099.562500 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -841099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -841099.125000 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -841099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -841099.625000 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -841099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -841099.250000 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -841099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -841099.250000 Penalty: 4446.679199
	Iteration 29F: 3 clusters Score -841099.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -327485.656250 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -327485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -323630.375000 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -323630.4 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -325269.812500 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -325269.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -326163.031250 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -326163 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -326792.468750 Penalty: 4141.696289
	Iteration 3F: 3 clusters Score -326792.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -327208.406250 Penalty: 4141.696289
	Iteration 4F: 3 clusters Score -327208.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -327560.531250 Penalty: 4141.696289
	Iteration 5F: 3 clusters Score -327560.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -327764.687500 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -327764.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -327882.062500 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -327882.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -327959.062500 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -327959.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -328025.187500 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -328025.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -328067.250000 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -328067.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -328101.500000 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -328101.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -328133.250000 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -328133.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -328170.718750 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -328170.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -328198.781250 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -328198.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -328223.218750 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -328223.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -328242.625000 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -328242.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328251.062500 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -328251.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -328259.343750 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -328259.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -328273.750000 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -328273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -328286.843750 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -328286.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -328299.281250 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -328299.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -328320.031250 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -328320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -328330.218750 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -328330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -328335.812500 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -328335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -328336.656250 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -328336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -328337.281250 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -328337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -328337.281250 Penalty: 4141.696289
	Iteration 27F: 3 clusters Score -328337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 14394 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Entering Unmasked Estep 
Score: -212154416.000000 Penalty: 255109.359375
Splitting cluster 13 changes total score from -212149136.000000 to -212154416.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 14 (14394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Entering Unmasked Estep 
Score: -1328124.125000 Penalty: 2374.492676
	Iteration 0F: 2 clusters Score -1328124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1317880.125000 Penalty: 4748.985352
	Iteration 0F: 3 clusters Score -1317880 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1323047.250000 Penalty: 4748.985352
	Iteration 1F: 3 clusters Score -1323047 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1325541.125000 Penalty: 4748.985352
	Iteration 2F: 3 clusters Score -1325541 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1327138.375000 Penalty: 4748.985352
	Iteration 3F: 3 clusters Score -1327138 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1327904.250000 Penalty: 4748.985352
	Iteration 4F: 3 clusters Score -1327904 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1328280.375000 Penalty: 4748.985352
	Iteration 5Q: 3 clusters Score -1328280 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1328515.625000 Penalty: 4748.985352
	Iteration 6Q: 3 clusters Score -1328516 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1328694.750000 Penalty: 4748.985352
	Iteration 7Q: 3 clusters Score -1328695 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1328871.750000 Penalty: 4748.985352
	Iteration 8Q: 3 clusters Score -1328872 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1329049.250000 Penalty: 4748.985352
	Iteration 9Q: 3 clusters Score -1329049 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1329241.125000 Penalty: 4748.985352
	Iteration 10Q: 3 clusters Score -1329241 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1329430.125000 Penalty: 4748.985352
	Iteration 11Q: 3 clusters Score -1329430 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1329575.000000 Penalty: 4748.985352
	Iteration 12Q: 3 clusters Score -1329575 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1329700.750000 Penalty: 4748.985352
	Iteration 13Q: 3 clusters Score -1329701 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1329826.750000 Penalty: 4748.985352
	Iteration 14Q: 3 clusters Score -1329827 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1329929.250000 Penalty: 4748.985352
	Iteration 15Q: 3 clusters Score -1329929 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1330017.625000 Penalty: 4748.985352
	Iteration 16Q: 3 clusters Score -1330018 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1330100.375000 Penalty: 4748.985352
	Iteration 17Q: 3 clusters Score -1330100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1330168.000000 Penalty: 4748.985352
	Iteration 18Q: 3 clusters Score -1330168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1330229.625000 Penalty: 4748.985352
	Iteration 19Q: 3 clusters Score -1330230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1330279.875000 Penalty: 4748.985352
	Iteration 20F: 3 clusters Score -1330280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1330333.250000 Penalty: 4748.985352
	Iteration 21Q: 3 clusters Score -1330333 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1330379.250000 Penalty: 4748.985352
	Iteration 22Q: 3 clusters Score -1330379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1330424.875000 Penalty: 4748.985352
	Iteration 23Q: 3 clusters Score -1330425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1330447.750000 Penalty: 4748.985352
	Iteration 24Q: 3 clusters Score -1330448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1330468.375000 Penalty: 4748.985352
	Iteration 25Q: 3 clusters Score -1330468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1330489.875000 Penalty: 4748.985352
	Iteration 26Q: 3 clusters Score -1330490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1330504.125000 Penalty: 4748.985352
	Iteration 27Q: 3 clusters Score -1330504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1330512.750000 Penalty: 4748.985352
	Iteration 28Q: 3 clusters Score -1330513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1330527.500000 Penalty: 4748.985352
	Iteration 29Q: 3 clusters Score -1330528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1330530.875000 Penalty: 4748.985352
	Iteration 30Q: 3 clusters Score -1330531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1330534.375000 Penalty: 4748.985352
	Iteration 31Q: 3 clusters Score -1330534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1330541.250000 Penalty: 4748.985352
	Iteration 32Q: 3 clusters Score -1330541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1330550.250000 Penalty: 4748.985352
	Iteration 33Q: 3 clusters Score -1330550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1330554.250000 Penalty: 4748.985352
	Iteration 34Q: 3 clusters Score -1330554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1330557.625000 Penalty: 4748.985352
	Iteration 35Q: 3 clusters Score -1330558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1330559.125000 Penalty: 4748.985352
	Iteration 36Q: 3 clusters Score -1330559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1330565.000000 Penalty: 4748.985352
	Iteration 37Q: 3 clusters Score -1330565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1330564.000000 Penalty: 4748.985352
	Iteration 38Q: 3 clusters Score -1330564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1330564.000000 Penalty: 4748.985352
	Iteration 39Q: 3 clusters Score -1330564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1330568.375000 Penalty: 4748.985352
	Iteration 40F: 3 clusters Score -1330568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1330571.875000 Penalty: 4748.985352
	Iteration 41Q: 3 clusters Score -1330572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1330576.875000 Penalty: 4748.985352
	Iteration 42Q: 3 clusters Score -1330577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1330578.375000 Penalty: 4748.985352
	Iteration 43Q: 3 clusters Score -1330578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1330583.000000 Penalty: 4748.985352
	Iteration 44Q: 3 clusters Score -1330583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1330587.500000 Penalty: 4748.985352
	Iteration 45Q: 3 clusters Score -1330588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1330587.625000 Penalty: 4748.985352
	Iteration 46Q: 3 clusters Score -1330588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1330588.125000 Penalty: 4748.985352
	Iteration 47Q: 3 clusters Score -1330588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1330590.000000 Penalty: 4748.985352
	Iteration 48Q: 3 clusters Score -1330590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1330590.000000 Penalty: 4748.985352
	Iteration 49Q: 3 clusters Score -1330590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1330593.125000 Penalty: 4748.985352
	Iteration 50Q: 3 clusters Score -1330593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1330591.000000 Penalty: 4748.985352
	Iteration 51Q: 3 clusters Score -1330591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1330592.125000 Penalty: 4748.985352
	Iteration 52Q: 3 clusters Score -1330592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1330592.000000 Penalty: 4748.985352
	Iteration 53Q: 3 clusters Score -1330592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1330590.500000 Penalty: 4748.985352
	Iteration 54Q: 3 clusters Score -1330590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1330590.500000 Penalty: 4748.985352
	Iteration 55F: 3 clusters Score -1330590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 192662 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Entering Unmasked Estep 
Score: -212155536.000000 Penalty: 258702.437500
Splitting cluster 14 changes total score from -212149136.000000 to -212155536.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 15 (64813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Entering Unmasked Estep 
Score: -7462539.000000 Penalty: 2747.656982
	Iteration 0F: 2 clusters Score -7462539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -7418882.000000 Penalty: 5495.313965
	Iteration 0F: 3 clusters Score -7418882 nChanged 30469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7435983.000000 Penalty: 5495.313965
	Iteration 1F: 3 clusters Score -7435983 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -7436766.000000 Penalty: 5495.313965
	Iteration 2Q: 3 clusters Score -7436766 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -7437674.000000 Penalty: 5495.313965
	Iteration 3Q: 3 clusters Score -7437674 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -7438982.500000 Penalty: 5495.313965
	Iteration 4Q: 3 clusters Score -7438982 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7440982.000000 Penalty: 5495.313965
	Iteration 5F: 3 clusters Score -7440982 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -7444042.000000 Penalty: 5495.313965
	Iteration 6F: 3 clusters Score -7444042 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -7448296.500000 Penalty: 5495.313965
	Iteration 7F: 3 clusters Score -7448296 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -7452819.500000 Penalty: 5495.313965
	Iteration 8F: 3 clusters Score -7452820 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -7456468.500000 Penalty: 5495.313965
	Iteration 9F: 3 clusters Score -7456468 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -7458860.500000 Penalty: 5495.313965
	Iteration 10Q: 3 clusters Score -7458860 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -7460182.000000 Penalty: 5495.313965
	Iteration 11Q: 3 clusters Score -7460182 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -7460892.000000 Penalty: 5495.313965
	Iteration 12Q: 3 clusters Score -7460892 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -7461286.000000 Penalty: 5495.313965
	Iteration 13Q: 3 clusters Score -7461286 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7461526.500000 Penalty: 5495.313965
	Iteration 14Q: 3 clusters Score -7461526 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -7461648.500000 Penalty: 5495.313965
	Iteration 15Q: 3 clusters Score -7461648 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -7461737.500000 Penalty: 5495.313965
	Iteration 16Q: 3 clusters Score -7461738 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7461815.500000 Penalty: 5495.313965
	Iteration 17Q: 3 clusters Score -7461816 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7461869.000000 Penalty: 5495.313965
	Iteration 18Q: 3 clusters Score -7461869 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -7461912.000000 Penalty: 5495.313965
	Iteration 19Q: 3 clusters Score -7461912 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -7461956.500000 Penalty: 5495.313965
	Iteration 20F: 3 clusters Score -7461956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7461930.000000 Penalty: 5495.313965
	Iteration 21Q: 3 clusters Score -7461930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -7461950.000000 Penalty: 5495.313965
	Iteration 22Q: 3 clusters Score -7461950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7461959.500000 Penalty: 5495.313965
	Iteration 23Q: 3 clusters Score -7461960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7461975.500000 Penalty: 5495.313965
	Iteration 24Q: 3 clusters Score -7461976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -7461972.500000 Penalty: 5495.313965
	Iteration 25Q: 3 clusters Score -7461972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -7461969.000000 Penalty: 5495.313965
	Iteration 26Q: 3 clusters Score -7461969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -7461969.500000 Penalty: 5495.313965
	Iteration 27Q: 3 clusters Score -7461970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -7461969.000000 Penalty: 5495.313965
	Iteration 28Q: 3 clusters Score -7461969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -7461975.500000 Penalty: 5495.313965
	Iteration 29Q: 3 clusters Score -7461976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -7461965.000000 Penalty: 5495.313965
	Iteration 30Q: 3 clusters Score -7461965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -7461962.500000 Penalty: 5495.313965
	Iteration 31Q: 3 clusters Score -7461962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -7461966.000000 Penalty: 5495.313965
	Iteration 32Q: 3 clusters Score -7461966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7461964.500000 Penalty: 5495.313965
	Iteration 33Q: 3 clusters Score -7461964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -7461983.500000 Penalty: 5495.313965
	Iteration 34Q: 3 clusters Score -7461984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -7461988.500000 Penalty: 5495.313965
	Iteration 35Q: 3 clusters Score -7461988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7461975.000000 Penalty: 5495.313965
	Iteration 36Q: 3 clusters Score -7461975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -7461979.000000 Penalty: 5495.313965
	Iteration 37Q: 3 clusters Score -7461979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -7461988.500000 Penalty: 5495.313965
	Iteration 38Q: 3 clusters Score -7461988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -7462003.500000 Penalty: 5495.313965
	Iteration 39Q: 3 clusters Score -7462004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -7462005.500000 Penalty: 5495.313965
	Iteration 40F: 3 clusters Score -7462006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -7462011.000000 Penalty: 5495.313965
	Iteration 41Q: 3 clusters Score -7462011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -7462003.500000 Penalty: 5495.313965
	Iteration 42Q: 3 clusters Score -7462004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -7462012.000000 Penalty: 5495.313965
	Iteration 43Q: 3 clusters Score -7462012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -7462010.000000 Penalty: 5495.313965
	Iteration 44Q: 3 clusters Score -7462010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -7462037.500000 Penalty: 5495.313965
	Iteration 45Q: 3 clusters Score -7462038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -7462031.000000 Penalty: 5495.313965
	Iteration 46Q: 3 clusters Score -7462031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -7462024.500000 Penalty: 5495.313965
	Iteration 47Q: 3 clusters Score -7462024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7462044.500000 Penalty: 5495.313965
	Iteration 48Q: 3 clusters Score -7462044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -7462052.000000 Penalty: 5495.313965
	Iteration 49Q: 3 clusters Score -7462052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -7462040.500000 Penalty: 5495.313965
	Iteration 50Q: 3 clusters Score -7462040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7462050.000000 Penalty: 5495.313965
	Iteration 51Q: 3 clusters Score -7462050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7462054.500000 Penalty: 5495.313965
	Iteration 52Q: 3 clusters Score -7462054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -7462055.500000 Penalty: 5495.313965
	Iteration 53Q: 3 clusters Score -7462056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -7462052.000000 Penalty: 5495.313965
	Iteration 54Q: 3 clusters Score -7462052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7462061.000000 Penalty: 5495.313965
	Iteration 55Q: 3 clusters Score -7462061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7462070.500000 Penalty: 5495.313965
	Iteration 56Q: 3 clusters Score -7462070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -7462072.500000 Penalty: 5495.313965
	Iteration 57Q: 3 clusters Score -7462072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -7462070.500000 Penalty: 5495.313965
	Iteration 58Q: 3 clusters Score -7462070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -7462074.500000 Penalty: 5495.313965
	Iteration 59Q: 3 clusters Score -7462074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -7462078.500000 Penalty: 5495.313965
	Iteration 60F: 3 clusters Score -7462078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -7462075.500000 Penalty: 5495.313965
	Iteration 61Q: 3 clusters Score -7462076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -7462076.000000 Penalty: 5495.313965
	Iteration 62Q: 3 clusters Score -7462076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -7462071.000000 Penalty: 5495.313965
	Iteration 63Q: 3 clusters Score -7462071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -7462069.000000 Penalty: 5495.313965
	Iteration 64Q: 3 clusters Score -7462069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -7462069.500000 Penalty: 5495.313965
	Iteration 65Q: 3 clusters Score -7462070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -7462078.500000 Penalty: 5495.313965
	Iteration 66Q: 3 clusters Score -7462078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -7462079.000000 Penalty: 5495.313965
	Iteration 67Q: 3 clusters Score -7462079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -7462080.500000 Penalty: 5495.313965
	Iteration 68Q: 3 clusters Score -7462080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -7462076.500000 Penalty: 5495.313965
	Iteration 69Q: 3 clusters Score -7462076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -7462081.000000 Penalty: 5495.313965
	Iteration 70Q: 3 clusters Score -7462081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -7462081.000000 Penalty: 5495.313965
	Iteration 71F: 3 clusters Score -7462081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (192662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192662 members 
Entering Unmasked Estep 
Score: -22246414.000000 Penalty: 3017.835693
	Iteration 0F: 2 clusters Score -2.224641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -22120038.000000 Penalty: 6035.671387
	Iteration 0F: 3 clusters Score -2.212004e+07 nChanged 92940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -22176706.000000 Penalty: 6035.671387
	Iteration 1F: 3 clusters Score -2.217671e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -22180856.000000 Penalty: 6035.671387
	Iteration 2Q: 3 clusters Score -2.218086e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -22187068.000000 Penalty: 6035.671387
	Iteration 3F: 3 clusters Score -2.218707e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -22196230.000000 Penalty: 6035.671387
	Iteration 4F: 3 clusters Score -2.219623e+07 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -22209016.000000 Penalty: 6035.671387
	Iteration 5F: 3 clusters Score -2.220902e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 112673 members 
Entering Unmasked Estep 
Score: -22224140.000000 Penalty: 6035.671387
	Iteration 6F: 3 clusters Score -2.222414e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -22236790.000000 Penalty: 6035.671387
	Iteration 7F: 3 clusters Score -2.223679e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 121241 members 
Entering Unmasked Estep 
Score: -22242814.000000 Penalty: 6035.671387
	Iteration 8Q: 3 clusters Score -2.224281e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -22244940.000000 Penalty: 6035.671387
	Iteration 9Q: 3 clusters Score -2.224494e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -22245974.000000 Penalty: 6035.671387
	Iteration 10Q: 3 clusters Score -2.224597e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 127031 members 
Entering Unmasked Estep 
Score: -22246562.000000 Penalty: 6035.671387
	Iteration 11Q: 3 clusters Score -2.224656e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 128371 members 
Entering Unmasked Estep 
Score: -22246844.000000 Penalty: 6035.671387
	Iteration 12Q: 3 clusters Score -2.224684e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -22247006.000000 Penalty: 6035.671387
	Iteration 13Q: 3 clusters Score -2.224701e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 130493 members 
Entering Unmasked Estep 
Score: -22247092.000000 Penalty: 6035.671387
	Iteration 14Q: 3 clusters Score -2.224709e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -22247142.000000 Penalty: 6035.671387
	Iteration 15Q: 3 clusters Score -2.224714e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 132028 members 
Entering Unmasked Estep 
Score: -22247174.000000 Penalty: 6035.671387
	Iteration 16Q: 3 clusters Score -2.224717e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 132670 members 
Entering Unmasked Estep 
Score: -22247220.000000 Penalty: 6035.671387
	Iteration 17Q: 3 clusters Score -2.224722e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -22247330.000000 Penalty: 6035.671387
	Iteration 18Q: 3 clusters Score -2.224733e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 133706 members 
Entering Unmasked Estep 
Score: -22247360.000000 Penalty: 6035.671387
	Iteration 19Q: 3 clusters Score -2.224736e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -22247414.000000 Penalty: 6035.671387
	Iteration 20F: 3 clusters Score -2.224741e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -22247420.000000 Penalty: 6035.671387
	Iteration 21Q: 3 clusters Score -2.224742e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 134931 members 
Entering Unmasked Estep 
Score: -22247414.000000 Penalty: 6035.671387
	Iteration 22Q: 3 clusters Score -2.224741e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -22247386.000000 Penalty: 6035.671387
	Iteration 23Q: 3 clusters Score -2.224739e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 135562 members 
Entering Unmasked Estep 
Score: -22247466.000000 Penalty: 6035.671387
	Iteration 24Q: 3 clusters Score -2.224747e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -22247496.000000 Penalty: 6035.671387
	Iteration 25Q: 3 clusters Score -2.22475e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -22247484.000000 Penalty: 6035.671387
	Iteration 26Q: 3 clusters Score -2.224748e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 136391 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 6035.671387
	Iteration 27Q: 3 clusters Score -2.224747e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -22247492.000000 Penalty: 6035.671387
	Iteration 28Q: 3 clusters Score -2.224749e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -22247550.000000 Penalty: 6035.671387
	Iteration 29Q: 3 clusters Score -2.224755e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 137075 members 
Entering Unmasked Estep 
Score: -22247592.000000 Penalty: 6035.671387
	Iteration 30Q: 3 clusters Score -2.224759e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 137277 members 
Entering Unmasked Estep 
Score: -22247572.000000 Penalty: 6035.671387
	Iteration 31Q: 3 clusters Score -2.224757e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -22247596.000000 Penalty: 6035.671387
	Iteration 32Q: 3 clusters Score -2.22476e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 137635 members 
Entering Unmasked Estep 
Score: -22247610.000000 Penalty: 6035.671387
	Iteration 33Q: 3 clusters Score -2.224761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -22247638.000000 Penalty: 6035.671387
	Iteration 34Q: 3 clusters Score -2.224764e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 137936 members 
Entering Unmasked Estep 
Score: -22247626.000000 Penalty: 6035.671387
	Iteration 35Q: 3 clusters Score -2.224763e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 138065 members 
Entering Unmasked Estep 
Score: -22247614.000000 Penalty: 6035.671387
	Iteration 36Q: 3 clusters Score -2.224761e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 138167 members 
Entering Unmasked Estep 
Score: -22247636.000000 Penalty: 6035.671387
	Iteration 37Q: 3 clusters Score -2.224764e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -22247630.000000 Penalty: 6035.671387
	Iteration 38Q: 3 clusters Score -2.224763e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -22247648.000000 Penalty: 6035.671387
	Iteration 39Q: 3 clusters Score -2.224765e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -22247654.000000 Penalty: 6035.671387
	Iteration 40F: 3 clusters Score -2.224765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -22247638.000000 Penalty: 6035.671387
	Iteration 41Q: 3 clusters Score -2.224764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -22247620.000000 Penalty: 6035.671387
	Iteration 42Q: 3 clusters Score -2.224762e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -22247614.000000 Penalty: 6035.671387
	Iteration 43Q: 3 clusters Score -2.224761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -22247638.000000 Penalty: 6035.671387
	Iteration 44Q: 3 clusters Score -2.224764e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -22247616.000000 Penalty: 6035.671387
	Iteration 45Q: 3 clusters Score -2.224762e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 138906 members 
Entering Unmasked Estep 
Score: -22247604.000000 Penalty: 6035.671387
	Iteration 46Q: 3 clusters Score -2.22476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 138969 members 
Entering Unmasked Estep 
Score: -22247608.000000 Penalty: 6035.671387
	Iteration 47Q: 3 clusters Score -2.224761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 139020 members 
Entering Unmasked Estep 
Score: -22247608.000000 Penalty: 6035.671387
	Iteration 48Q: 3 clusters Score -2.224761e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -22247612.000000 Penalty: 6035.671387
	Iteration 49Q: 3 clusters Score -2.224761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 139106 members 
Entering Unmasked Estep 
Score: -22247596.000000 Penalty: 6035.671387
	Iteration 50Q: 3 clusters Score -2.22476e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 139144 members 
Entering Unmasked Estep 
Score: -22247600.000000 Penalty: 6035.671387
	Iteration 51Q: 3 clusters Score -2.22476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 139177 members 
Entering Unmasked Estep 
Score: -22247592.000000 Penalty: 6035.671387
	Iteration 52Q: 3 clusters Score -2.224759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -22247598.000000 Penalty: 6035.671387
	Iteration 53Q: 3 clusters Score -2.22476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 139240 members 
Entering Unmasked Estep 
Score: -22247618.000000 Penalty: 6035.671387
	Iteration 54Q: 3 clusters Score -2.224762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -22247622.000000 Penalty: 6035.671387
	Iteration 55Q: 3 clusters Score -2.224762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -22247624.000000 Penalty: 6035.671387
	Iteration 56Q: 3 clusters Score -2.224762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 139310 members 
Entering Unmasked Estep 
Score: -22247622.000000 Penalty: 6035.671387
	Iteration 57Q: 3 clusters Score -2.224762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -22247614.000000 Penalty: 6035.671387
	Iteration 58Q: 3 clusters Score -2.224761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 139362 members 
Entering Unmasked Estep 
Score: -22247630.000000 Penalty: 6035.671387
	Iteration 59Q: 3 clusters Score -2.224763e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 139390 members 
Entering Unmasked Estep 
Score: -22247644.000000 Penalty: 6035.671387
	Iteration 60F: 3 clusters Score -2.224764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 139415 members 
Entering Unmasked Estep 
Score: -22247640.000000 Penalty: 6035.671387
	Iteration 61Q: 3 clusters Score -2.224764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -22247632.000000 Penalty: 6035.671387
	Iteration 62Q: 3 clusters Score -2.224763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 139479 members 
Entering Unmasked Estep 
Score: -22247614.000000 Penalty: 6035.671387
	Iteration 63Q: 3 clusters Score -2.224761e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 139514 members 
Entering Unmasked Estep 
Score: -22247618.000000 Penalty: 6035.671387
	Iteration 64Q: 3 clusters Score -2.224762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 139544 members 
Entering Unmasked Estep 
Score: -22247628.000000 Penalty: 6035.671387
	Iteration 65Q: 3 clusters Score -2.224763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 139568 members 
Entering Unmasked Estep 
Score: -22247626.000000 Penalty: 6035.671387
	Iteration 66Q: 3 clusters Score -2.224763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -22247614.000000 Penalty: 6035.671387
	Iteration 67Q: 3 clusters Score -2.224761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -22247648.000000 Penalty: 6035.671387
	Iteration 68Q: 3 clusters Score -2.224765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -22247650.000000 Penalty: 6035.671387
	Iteration 69Q: 3 clusters Score -2.224765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -22247656.000000 Penalty: 6035.671387
	Iteration 70Q: 3 clusters Score -2.224766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 139708 members 
Entering Unmasked Estep 
Score: -22247646.000000 Penalty: 6035.671387
	Iteration 71Q: 3 clusters Score -2.224765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 139736 members 
Entering Unmasked Estep 
Score: -22247646.000000 Penalty: 6035.671387
	Iteration 72Q: 3 clusters Score -2.224765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 139751 members 
Entering Unmasked Estep 
Score: -22247676.000000 Penalty: 6035.671387
	Iteration 73Q: 3 clusters Score -2.224768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -22247684.000000 Penalty: 6035.671387
	Iteration 74Q: 3 clusters Score -2.224768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 139793 members 
Entering Unmasked Estep 
Score: -22247676.000000 Penalty: 6035.671387
	Iteration 75Q: 3 clusters Score -2.224768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 139816 members 
Entering Unmasked Estep 
Score: -22247712.000000 Penalty: 6035.671387
	Iteration 76Q: 3 clusters Score -2.224771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -22247712.000000 Penalty: 6035.671387
	Iteration 77Q: 3 clusters Score -2.224771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -22247730.000000 Penalty: 6035.671387
	Iteration 78Q: 3 clusters Score -2.224773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 139851 members 
Entering Unmasked Estep 
Score: -22247728.000000 Penalty: 6035.671387
	Iteration 79Q: 3 clusters Score -2.224773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -22247712.000000 Penalty: 6035.671387
	Iteration 80F: 3 clusters Score -2.224771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -22247716.000000 Penalty: 6035.671387
	Iteration 81Q: 3 clusters Score -2.224772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 139865 members 
Entering Unmasked Estep 
Score: -22247726.000000 Penalty: 6035.671387
	Iteration 82Q: 3 clusters Score -2.224773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 139871 members 
Entering Unmasked Estep 
Score: -22247734.000000 Penalty: 6035.671387
	Iteration 83Q: 3 clusters Score -2.224773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -22247720.000000 Penalty: 6035.671387
	Iteration 84Q: 3 clusters Score -2.224772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 139889 members 
Entering Unmasked Estep 
Score: -22247698.000000 Penalty: 6035.671387
	Iteration 85Q: 3 clusters Score -2.22477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 139896 members 
Entering Unmasked Estep 
Score: -22247708.000000 Penalty: 6035.671387
	Iteration 86Q: 3 clusters Score -2.224771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 139899 members 
Entering Unmasked Estep 
Score: -22247704.000000 Penalty: 6035.671387
	Iteration 87Q: 3 clusters Score -2.22477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 139902 members 
Entering Unmasked Estep 
Score: -22247702.000000 Penalty: 6035.671387
	Iteration 88Q: 3 clusters Score -2.22477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 139906 members 
Entering Unmasked Estep 
Score: -22247710.000000 Penalty: 6035.671387
	Iteration 89Q: 3 clusters Score -2.224771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 139916 members 
Entering Unmasked Estep 
Score: -22247710.000000 Penalty: 6035.671387
	Iteration 90Q: 3 clusters Score -2.224771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -22247708.000000 Penalty: 6035.671387
	Iteration 91Q: 3 clusters Score -2.224771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 139927 members 
Entering Unmasked Estep 
Score: -22247706.000000 Penalty: 6035.671387
	Iteration 92Q: 3 clusters Score -2.224771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 139931 members 
Entering Unmasked Estep 
Score: -22247716.000000 Penalty: 6035.671387
	Iteration 93Q: 3 clusters Score -2.224772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 139936 members 
Entering Unmasked Estep 
Score: -22247714.000000 Penalty: 6035.671387
	Iteration 94Q: 3 clusters Score -2.224771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 139940 members 
Entering Unmasked Estep 
Score: -22247720.000000 Penalty: 6035.671387
	Iteration 95Q: 3 clusters Score -2.224772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 139942 members 
Entering Unmasked Estep 
Score: -22247722.000000 Penalty: 6035.671387
	Iteration 96Q: 3 clusters Score -2.224772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 139944 members 
Entering Unmasked Estep 
Score: -22247720.000000 Penalty: 6035.671387
	Iteration 97Q: 3 clusters Score -2.224772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 139946 members 
Entering Unmasked Estep 
Score: -22247714.000000 Penalty: 6035.671387
	Iteration 98Q: 3 clusters Score -2.224771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -22247720.000000 Penalty: 6035.671387
	Iteration 99Q: 3 clusters Score -2.224772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -22247720.000000 Penalty: 6035.671387
	Iteration 100F: 3 clusters Score -2.224772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Entering Unmasked Estep 
Score: -212154880.000000 Penalty: 262295.531250
Splitting cluster 16 changes total score from -212149136.000000 to -212154880.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 17 (8723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Entering Unmasked Estep 
Score: -823867.500000 Penalty: 2250.281982
	Iteration 0F: 2 clusters Score -823867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -817060.687500 Penalty: 4500.563965
	Iteration 0F: 3 clusters Score -817060.7 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -819746.562500 Penalty: 4500.563965
	Iteration 1F: 3 clusters Score -819746.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -821065.562500 Penalty: 4500.563965
	Iteration 2F: 3 clusters Score -821065.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -822116.750000 Penalty: 4500.563965
	Iteration 3F: 3 clusters Score -822116.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -822699.250000 Penalty: 4500.563965
	Iteration 4F: 3 clusters Score -822699.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -822970.937500 Penalty: 4500.563965
	Iteration 5Q: 3 clusters Score -822970.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -823089.687500 Penalty: 4500.563965
	Iteration 6Q: 3 clusters Score -823089.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -823144.937500 Penalty: 4500.563965
	Iteration 7Q: 3 clusters Score -823144.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -823181.187500 Penalty: 4500.563965
	Iteration 8Q: 3 clusters Score -823181.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -823208.750000 Penalty: 4500.563965
	Iteration 9Q: 3 clusters Score -823208.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -823226.125000 Penalty: 4500.563965
	Iteration 10Q: 3 clusters Score -823226.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -823244.000000 Penalty: 4500.563965
	Iteration 11Q: 3 clusters Score -823244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -823258.750000 Penalty: 4500.563965
	Iteration 12Q: 3 clusters Score -823258.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -823271.687500 Penalty: 4500.563965
	Iteration 13Q: 3 clusters Score -823271.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -823283.125000 Penalty: 4500.563965
	Iteration 14Q: 3 clusters Score -823283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -823289.000000 Penalty: 4500.563965
	Iteration 15Q: 3 clusters Score -823289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -823297.062500 Penalty: 4500.563965
	Iteration 16Q: 3 clusters Score -823297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -823306.187500 Penalty: 4500.563965
	Iteration 17Q: 3 clusters Score -823306.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -823315.250000 Penalty: 4500.563965
	Iteration 18Q: 3 clusters Score -823315.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -823322.250000 Penalty: 4500.563965
	Iteration 19Q: 3 clusters Score -823322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -823329.437500 Penalty: 4500.563965
	Iteration 20F: 3 clusters Score -823329.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -823334.937500 Penalty: 4500.563965
	Iteration 21Q: 3 clusters Score -823334.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -823340.687500 Penalty: 4500.563965
	Iteration 22Q: 3 clusters Score -823340.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -823342.187500 Penalty: 4500.563965
	Iteration 23Q: 3 clusters Score -823342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -823344.625000 Penalty: 4500.563965
	Iteration 24Q: 3 clusters Score -823344.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -823349.125000 Penalty: 4500.563965
	Iteration 25Q: 3 clusters Score -823349.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -823351.625000 Penalty: 4500.563965
	Iteration 26Q: 3 clusters Score -823351.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -823357.937500 Penalty: 4500.563965
	Iteration 27Q: 3 clusters Score -823357.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -823364.875000 Penalty: 4500.563965
	Iteration 28Q: 3 clusters Score -823364.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -823374.312500 Penalty: 4500.563965
	Iteration 29Q: 3 clusters Score -823374.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -823383.875000 Penalty: 4500.563965
	Iteration 30Q: 3 clusters Score -823383.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -823388.500000 Penalty: 4500.563965
	Iteration 31Q: 3 clusters Score -823388.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -823395.312500 Penalty: 4500.563965
	Iteration 32Q: 3 clusters Score -823395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -823403.750000 Penalty: 4500.563965
	Iteration 33Q: 3 clusters Score -823403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -823407.875000 Penalty: 4500.563965
	Iteration 34Q: 3 clusters Score -823407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -823410.562500 Penalty: 4500.563965
	Iteration 35Q: 3 clusters Score -823410.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -823414.187500 Penalty: 4500.563965
	Iteration 36Q: 3 clusters Score -823414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -823417.812500 Penalty: 4500.563965
	Iteration 37Q: 3 clusters Score -823417.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -823421.437500 Penalty: 4500.563965
	Iteration 38Q: 3 clusters Score -823421.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -823425.125000 Penalty: 4500.563965
	Iteration 39Q: 3 clusters Score -823425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -823425.187500 Penalty: 4500.563965
	Iteration 40F: 3 clusters Score -823425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -823430.250000 Penalty: 4500.563965
	Iteration 41Q: 3 clusters Score -823430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -823434.500000 Penalty: 4500.563965
	Iteration 42Q: 3 clusters Score -823434.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -823435.312500 Penalty: 4500.563965
	Iteration 43Q: 3 clusters Score -823435.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -823437.875000 Penalty: 4500.563965
	Iteration 44Q: 3 clusters Score -823437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -823440.187500 Penalty: 4500.563965
	Iteration 45Q: 3 clusters Score -823440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -823440.937500 Penalty: 4500.563965
	Iteration 46Q: 3 clusters Score -823440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -823440.812500 Penalty: 4500.563965
	Iteration 47Q: 3 clusters Score -823440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -823440.875000 Penalty: 4500.563965
	Iteration 48Q: 3 clusters Score -823440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -823442.312500 Penalty: 4500.563965
	Iteration 49Q: 3 clusters Score -823442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -823445.625000 Penalty: 4500.563965
	Iteration 50Q: 3 clusters Score -823445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -823447.437500 Penalty: 4500.563965
	Iteration 51Q: 3 clusters Score -823447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -823447.000000 Penalty: 4500.563965
	Iteration 52Q: 3 clusters Score -823447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -823447.000000 Penalty: 4500.563965
	Iteration 53F: 3 clusters Score -823447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Entering Unmasked Estep 
Score: -4430140.500000 Penalty: 2617.291992
	Iteration 0F: 2 clusters Score -4430140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4404151.000000 Penalty: 5234.583984
	Iteration 0F: 3 clusters Score -4404151 nChanged 17495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4414743.000000 Penalty: 5234.583984
	Iteration 1F: 3 clusters Score -4414743 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4416057.500000 Penalty: 5234.583984
	Iteration 2F: 3 clusters Score -4416058 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4417287.500000 Penalty: 5234.583984
	Iteration 3F: 3 clusters Score -4417288 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4418536.500000 Penalty: 5234.583984
	Iteration 4F: 3 clusters Score -4418536 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4419835.000000 Penalty: 5234.583984
	Iteration 5F: 3 clusters Score -4419835 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4421127.500000 Penalty: 5234.583984
	Iteration 6F: 3 clusters Score -4421128 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -4422389.000000 Penalty: 5234.583984
	Iteration 7F: 3 clusters Score -4422389 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4423588.500000 Penalty: 5234.583984
	Iteration 8F: 3 clusters Score -4423588 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4424707.000000 Penalty: 5234.583984
	Iteration 9Q: 3 clusters Score -4424707 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4425758.500000 Penalty: 5234.583984
	Iteration 10Q: 3 clusters Score -4425758 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4426681.500000 Penalty: 5234.583984
	Iteration 11Q: 3 clusters Score -4426682 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4427363.000000 Penalty: 5234.583984
	Iteration 12Q: 3 clusters Score -4427363 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4427845.500000 Penalty: 5234.583984
	Iteration 13Q: 3 clusters Score -4427846 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4428147.500000 Penalty: 5234.583984
	Iteration 14Q: 3 clusters Score -4428148 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4428340.500000 Penalty: 5234.583984
	Iteration 15Q: 3 clusters Score -4428340 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4428489.500000 Penalty: 5234.583984
	Iteration 16Q: 3 clusters Score -4428490 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4428568.000000 Penalty: 5234.583984
	Iteration 17Q: 3 clusters Score -4428568 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4428646.500000 Penalty: 5234.583984
	Iteration 18Q: 3 clusters Score -4428646 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4428708.000000 Penalty: 5234.583984
	Iteration 19Q: 3 clusters Score -4428708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4428752.500000 Penalty: 5234.583984
	Iteration 20F: 3 clusters Score -4428752 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4428790.500000 Penalty: 5234.583984
	Iteration 21Q: 3 clusters Score -4428790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4428841.500000 Penalty: 5234.583984
	Iteration 22Q: 3 clusters Score -4428842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4428859.500000 Penalty: 5234.583984
	Iteration 23Q: 3 clusters Score -4428860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4428894.000000 Penalty: 5234.583984
	Iteration 24Q: 3 clusters Score -4428894 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4428924.000000 Penalty: 5234.583984
	Iteration 25Q: 3 clusters Score -4428924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4428961.500000 Penalty: 5234.583984
	Iteration 26Q: 3 clusters Score -4428962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4428961.000000 Penalty: 5234.583984
	Iteration 27Q: 3 clusters Score -4428961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4428985.000000 Penalty: 5234.583984
	Iteration 28Q: 3 clusters Score -4428985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4429004.000000 Penalty: 5234.583984
	Iteration 29Q: 3 clusters Score -4429004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4429029.500000 Penalty: 5234.583984
	Iteration 30Q: 3 clusters Score -4429030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4429054.000000 Penalty: 5234.583984
	Iteration 31Q: 3 clusters Score -4429054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4429069.000000 Penalty: 5234.583984
	Iteration 32Q: 3 clusters Score -4429069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4429088.000000 Penalty: 5234.583984
	Iteration 33Q: 3 clusters Score -4429088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4429099.500000 Penalty: 5234.583984
	Iteration 34Q: 3 clusters Score -4429100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4429113.500000 Penalty: 5234.583984
	Iteration 35Q: 3 clusters Score -4429114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -4429141.000000 Penalty: 5234.583984
	Iteration 36Q: 3 clusters Score -4429141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4429147.500000 Penalty: 5234.583984
	Iteration 37Q: 3 clusters Score -4429148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4429159.500000 Penalty: 5234.583984
	Iteration 38Q: 3 clusters Score -4429160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4429172.000000 Penalty: 5234.583984
	Iteration 39Q: 3 clusters Score -4429172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4429179.500000 Penalty: 5234.583984
	Iteration 40F: 3 clusters Score -4429180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4429189.500000 Penalty: 5234.583984
	Iteration 41Q: 3 clusters Score -4429190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -4429192.500000 Penalty: 5234.583984
	Iteration 42Q: 3 clusters Score -4429192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4429203.000000 Penalty: 5234.583984
	Iteration 43Q: 3 clusters Score -4429203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4429216.500000 Penalty: 5234.583984
	Iteration 44Q: 3 clusters Score -4429216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4429223.000000 Penalty: 5234.583984
	Iteration 45Q: 3 clusters Score -4429223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4429222.500000 Penalty: 5234.583984
	Iteration 46Q: 3 clusters Score -4429222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -4429228.000000 Penalty: 5234.583984
	Iteration 47Q: 3 clusters Score -4429228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4429235.000000 Penalty: 5234.583984
	Iteration 48Q: 3 clusters Score -4429235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4429247.500000 Penalty: 5234.583984
	Iteration 49Q: 3 clusters Score -4429248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4429248.000000 Penalty: 5234.583984
	Iteration 50Q: 3 clusters Score -4429248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4429261.000000 Penalty: 5234.583984
	Iteration 51Q: 3 clusters Score -4429261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4429260.500000 Penalty: 5234.583984
	Iteration 52Q: 3 clusters Score -4429260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4429262.000000 Penalty: 5234.583984
	Iteration 53Q: 3 clusters Score -4429262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4429281.500000 Penalty: 5234.583984
	Iteration 54Q: 3 clusters Score -4429282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4429295.000000 Penalty: 5234.583984
	Iteration 55Q: 3 clusters Score -4429295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4429295.000000 Penalty: 5234.583984
	Iteration 56Q: 3 clusters Score -4429295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4429294.000000 Penalty: 5234.583984
	Iteration 57Q: 3 clusters Score -4429294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4429300.000000 Penalty: 5234.583984
	Iteration 58Q: 3 clusters Score -4429300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4429303.000000 Penalty: 5234.583984
	Iteration 59Q: 3 clusters Score -4429303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4429304.500000 Penalty: 5234.583984
	Iteration 60F: 3 clusters Score -4429304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4429297.000000 Penalty: 5234.583984
	Iteration 61Q: 3 clusters Score -4429297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -4429292.500000 Penalty: 5234.583984
	Iteration 62Q: 3 clusters Score -4429292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -4429296.000000 Penalty: 5234.583984
	Iteration 63Q: 3 clusters Score -4429296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4429296.500000 Penalty: 5234.583984
	Iteration 64Q: 3 clusters Score -4429296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4429299.000000 Penalty: 5234.583984
	Iteration 65Q: 3 clusters Score -4429299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4429305.000000 Penalty: 5234.583984
	Iteration 66Q: 3 clusters Score -4429305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4429305.500000 Penalty: 5234.583984
	Iteration 67Q: 3 clusters Score -4429306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4429305.500000 Penalty: 5234.583984
	Iteration 68Q: 3 clusters Score -4429306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4429303.500000 Penalty: 5234.583984
	Iteration 69Q: 3 clusters Score -4429304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4429304.500000 Penalty: 5234.583984
	Iteration 70Q: 3 clusters Score -4429304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4429304.000000 Penalty: 5234.583984
	Iteration 71Q: 3 clusters Score -4429304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4429304.000000 Penalty: 5234.583984
	Iteration 72Q: 3 clusters Score -4429304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -4429299.500000 Penalty: 5234.583984
	Iteration 73Q: 3 clusters Score -4429300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4429297.500000 Penalty: 5234.583984
	Iteration 74Q: 3 clusters Score -4429298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4429302.500000 Penalty: 5234.583984
	Iteration 75Q: 3 clusters Score -4429302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4429300.500000 Penalty: 5234.583984
	Iteration 76Q: 3 clusters Score -4429300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4429300.500000 Penalty: 5234.583984
	Iteration 77Q: 3 clusters Score -4429300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4429302.000000 Penalty: 5234.583984
	Iteration 78Q: 3 clusters Score -4429302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4429304.500000 Penalty: 5234.583984
	Iteration 79Q: 3 clusters Score -4429304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4429305.500000 Penalty: 5234.583984
	Iteration 80F: 3 clusters Score -4429306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4429309.500000 Penalty: 5234.583984
	Iteration 81Q: 3 clusters Score -4429310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4429307.500000 Penalty: 5234.583984
	Iteration 82Q: 3 clusters Score -4429308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4429309.500000 Penalty: 5234.583984
	Iteration 83Q: 3 clusters Score -4429310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4429320.000000 Penalty: 5234.583984
	Iteration 84Q: 3 clusters Score -4429320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4429313.000000 Penalty: 5234.583984
	Iteration 85Q: 3 clusters Score -4429313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4429312.000000 Penalty: 5234.583984
	Iteration 86Q: 3 clusters Score -4429312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4429315.500000 Penalty: 5234.583984
	Iteration 87Q: 3 clusters Score -4429316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4429309.500000 Penalty: 5234.583984
	Iteration 88Q: 3 clusters Score -4429310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4429310.500000 Penalty: 5234.583984
	Iteration 89Q: 3 clusters Score -4429310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4429311.500000 Penalty: 5234.583984
	Iteration 90Q: 3 clusters Score -4429312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4429323.500000 Penalty: 5234.583984
	Iteration 91Q: 3 clusters Score -4429324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4429322.500000 Penalty: 5234.583984
	Iteration 92Q: 3 clusters Score -4429322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4429330.000000 Penalty: 5234.583984
	Iteration 93Q: 3 clusters Score -4429330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4429329.000000 Penalty: 5234.583984
	Iteration 94Q: 3 clusters Score -4429329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4429331.000000 Penalty: 5234.583984
	Iteration 95Q: 3 clusters Score -4429331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -4429330.500000 Penalty: 5234.583984
	Iteration 96Q: 3 clusters Score -4429330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4429331.000000 Penalty: 5234.583984
	Iteration 97Q: 3 clusters Score -4429331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4429330.500000 Penalty: 5234.583984
	Iteration 98Q: 3 clusters Score -4429330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4429330.500000 Penalty: 5234.583984
	Iteration 99Q: 3 clusters Score -4429330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -4429333.000000 Penalty: 5234.583984
	Iteration 100F: 3 clusters Score -4429333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4429330.000000 Penalty: 5234.583984
	Iteration 101Q: 3 clusters Score -4429330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4429332.000000 Penalty: 5234.583984
	Iteration 102Q: 3 clusters Score -4429332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4429329.500000 Penalty: 5234.583984
	Iteration 103Q: 3 clusters Score -4429330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4429332.500000 Penalty: 5234.583984
	Iteration 104Q: 3 clusters Score -4429332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4429332.500000 Penalty: 5234.583984
	Iteration 105Q: 3 clusters Score -4429332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4429335.000000 Penalty: 5234.583984
	Iteration 106Q: 3 clusters Score -4429335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4429336.500000 Penalty: 5234.583984
	Iteration 107Q: 3 clusters Score -4429336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4429336.000000 Penalty: 5234.583984
	Iteration 108Q: 3 clusters Score -4429336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4429337.000000 Penalty: 5234.583984
	Iteration 109Q: 3 clusters Score -4429337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4429340.000000 Penalty: 5234.583984
	Iteration 110Q: 3 clusters Score -4429340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4429338.000000 Penalty: 5234.583984
	Iteration 111Q: 3 clusters Score -4429338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4429338.000000 Penalty: 5234.583984
	Iteration 112F: 3 clusters Score -4429338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (247327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247327 members 
Entering Unmasked Estep 
Score: -28995092.000000 Penalty: 3079.779785
	Iteration 0F: 2 clusters Score -2.899509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123555 members 
Mstep: Class 2 contains 123772 members 
Entering Unmasked Estep 
Score: -28837510.000000 Penalty: 6159.559570
	Iteration 0F: 3 clusters Score -2.883751e+07 nChanged 119404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -28908926.000000 Penalty: 6159.559570
	Iteration 1F: 3 clusters Score -2.890893e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122247 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -28910728.000000 Penalty: 6159.559570
	Iteration 2Q: 3 clusters Score -2.891073e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 126365 members 
Entering Unmasked Estep 
Score: -28912552.000000 Penalty: 6159.559570
	Iteration 3Q: 3 clusters Score -2.891255e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -28915088.000000 Penalty: 6159.559570
	Iteration 4Q: 3 clusters Score -2.891509e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115580 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -28917836.000000 Penalty: 6159.559570
	Iteration 5Q: 3 clusters Score -2.891784e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -28921376.000000 Penalty: 6159.559570
	Iteration 6Q: 3 clusters Score -2.892138e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103685 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -28926372.000000 Penalty: 6159.559570
	Iteration 7Q: 3 clusters Score -2.892637e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -28932476.000000 Penalty: 6159.559570
	Iteration 8F: 3 clusters Score -2.893248e+07 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -28939076.000000 Penalty: 6159.559570
	Iteration 9F: 3 clusters Score -2.893908e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 177696 members 
Entering Unmasked Estep 
Score: -28945576.000000 Penalty: 6159.559570
	Iteration 10F: 3 clusters Score -2.894558e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 190270 members 
Entering Unmasked Estep 
Score: -28951280.000000 Penalty: 6159.559570
	Iteration 11F: 3 clusters Score -2.895128e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 202497 members 
Entering Unmasked Estep 
Score: -28957608.000000 Penalty: 6159.559570
	Iteration 12F: 3 clusters Score -2.895761e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 214257 members 
Entering Unmasked Estep 
Score: -28964512.000000 Penalty: 6159.559570
	Iteration 13Q: 3 clusters Score -2.896451e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -28972036.000000 Penalty: 6159.559570
	Iteration 14Q: 3 clusters Score -2.897204e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 233310 members 
Entering Unmasked Estep 
Score: -28979324.000000 Penalty: 6159.559570
	Iteration 15Q: 3 clusters Score -2.897932e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 239327 members 
Entering Unmasked Estep 
Score: -28984940.000000 Penalty: 6159.559570
	Iteration 16Q: 3 clusters Score -2.898494e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 242986 members 
Entering Unmasked Estep 
Score: -28988522.000000 Penalty: 6159.559570
	Iteration 17Q: 3 clusters Score -2.898852e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 244771 members 
Entering Unmasked Estep 
Score: -28990356.000000 Penalty: 6159.559570
	Iteration 18Q: 3 clusters Score -2.899036e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 245592 members 
Entering Unmasked Estep 
Score: -28991116.000000 Penalty: 6159.559570
	Iteration 19Q: 3 clusters Score -2.899112e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 245954 members 
Entering Unmasked Estep 
Score: -28991502.000000 Penalty: 6159.559570
	Iteration 20F: 3 clusters Score -2.89915e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 246145 members 
Entering Unmasked Estep 
Score: -28991716.000000 Penalty: 6159.559570
	Iteration 21Q: 3 clusters Score -2.899172e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 246263 members 
Entering Unmasked Estep 
Score: -28991844.000000 Penalty: 6159.559570
	Iteration 22Q: 3 clusters Score -2.899184e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 246332 members 
Entering Unmasked Estep 
Score: -28991914.000000 Penalty: 6159.559570
	Iteration 23Q: 3 clusters Score -2.899191e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 246375 members 
Entering Unmasked Estep 
Score: -28991964.000000 Penalty: 6159.559570
	Iteration 24Q: 3 clusters Score -2.899196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 246404 members 
Entering Unmasked Estep 
Score: -28992014.000000 Penalty: 6159.559570
	Iteration 25Q: 3 clusters Score -2.899201e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 246416 members 
Entering Unmasked Estep 
Score: -28992070.000000 Penalty: 6159.559570
	Iteration 26Q: 3 clusters Score -2.899207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 246435 members 
Entering Unmasked Estep 
Score: -28992108.000000 Penalty: 6159.559570
	Iteration 27Q: 3 clusters Score -2.899211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 246452 members 
Entering Unmasked Estep 
Score: -28992094.000000 Penalty: 6159.559570
	Iteration 28Q: 3 clusters Score -2.899209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 246462 members 
Entering Unmasked Estep 
Score: -28992102.000000 Penalty: 6159.559570
	Iteration 29Q: 3 clusters Score -2.89921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 246470 members 
Entering Unmasked Estep 
Score: -28992118.000000 Penalty: 6159.559570
	Iteration 30Q: 3 clusters Score -2.899212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 246482 members 
Entering Unmasked Estep 
Score: -28992116.000000 Penalty: 6159.559570
	Iteration 31Q: 3 clusters Score -2.899212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 246487 members 
Entering Unmasked Estep 
Score: -28992122.000000 Penalty: 6159.559570
	Iteration 32Q: 3 clusters Score -2.899212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 246488 members 
Entering Unmasked Estep 
Score: -28992138.000000 Penalty: 6159.559570
	Iteration 33Q: 3 clusters Score -2.899214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 246489 members 
Entering Unmasked Estep 
Score: -28992156.000000 Penalty: 6159.559570
	Iteration 34Q: 3 clusters Score -2.899216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 246490 members 
Entering Unmasked Estep 
Score: -28992154.000000 Penalty: 6159.559570
	Iteration 35Q: 3 clusters Score -2.899215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 246491 members 
Entering Unmasked Estep 
Score: -28992132.000000 Penalty: 6159.559570
	Iteration 36Q: 3 clusters Score -2.899213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 246491 members 
Entering Unmasked Estep 
Score: -28992134.000000 Penalty: 6159.559570
	Iteration 37Q: 3 clusters Score -2.899213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 246492 members 
Entering Unmasked Estep 
Score: -28992134.000000 Penalty: 6159.559570
	Iteration 38Q: 3 clusters Score -2.899213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 246494 members 
Entering Unmasked Estep 
Score: -28992146.000000 Penalty: 6159.559570
	Iteration 39Q: 3 clusters Score -2.899215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 246494 members 
Entering Unmasked Estep 
Score: -28992148.000000 Penalty: 6159.559570
	Iteration 40F: 3 clusters Score -2.899215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Entering Unmasked Estep 
Score: -2293353.750000 Penalty: 2454.871582
	Iteration 0F: 2 clusters Score -2293354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2279330.500000 Penalty: 4909.743164
	Iteration 0F: 3 clusters Score -2279330 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2283991.000000 Penalty: 4909.743164
	Iteration 1F: 3 clusters Score -2283991 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2284599.000000 Penalty: 4909.743164
	Iteration 2F: 3 clusters Score -2284599 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2285218.250000 Penalty: 4909.743164
	Iteration 3F: 3 clusters Score -2285218 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2285907.500000 Penalty: 4909.743164
	Iteration 4F: 3 clusters Score -2285908 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2286648.750000 Penalty: 4909.743164
	Iteration 5F: 3 clusters Score -2286649 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2287409.250000 Penalty: 4909.743164
	Iteration 6F: 3 clusters Score -2287409 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2288095.750000 Penalty: 4909.743164
	Iteration 7F: 3 clusters Score -2288096 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2288581.500000 Penalty: 4909.743164
	Iteration 8Q: 3 clusters Score -2288582 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2288893.250000 Penalty: 4909.743164
	Iteration 9Q: 3 clusters Score -2288893 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2289099.250000 Penalty: 4909.743164
	Iteration 10Q: 3 clusters Score -2289099 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2289226.500000 Penalty: 4909.743164
	Iteration 11Q: 3 clusters Score -2289226 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2289312.250000 Penalty: 4909.743164
	Iteration 12Q: 3 clusters Score -2289312 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2289366.500000 Penalty: 4909.743164
	Iteration 13Q: 3 clusters Score -2289366 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2289406.000000 Penalty: 4909.743164
	Iteration 14Q: 3 clusters Score -2289406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2289442.750000 Penalty: 4909.743164
	Iteration 15Q: 3 clusters Score -2289443 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2289480.500000 Penalty: 4909.743164
	Iteration 16Q: 3 clusters Score -2289480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2289511.250000 Penalty: 4909.743164
	Iteration 17Q: 3 clusters Score -2289511 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2289543.500000 Penalty: 4909.743164
	Iteration 18Q: 3 clusters Score -2289544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2289581.250000 Penalty: 4909.743164
	Iteration 19Q: 3 clusters Score -2289581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2289592.250000 Penalty: 4909.743164
	Iteration 20F: 3 clusters Score -2289592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2289615.750000 Penalty: 4909.743164
	Iteration 21Q: 3 clusters Score -2289616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2289633.250000 Penalty: 4909.743164
	Iteration 22Q: 3 clusters Score -2289633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2289642.500000 Penalty: 4909.743164
	Iteration 23Q: 3 clusters Score -2289642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2289665.000000 Penalty: 4909.743164
	Iteration 24Q: 3 clusters Score -2289665 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2289685.000000 Penalty: 4909.743164
	Iteration 25Q: 3 clusters Score -2289685 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2289698.250000 Penalty: 4909.743164
	Iteration 26Q: 3 clusters Score -2289698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2289714.500000 Penalty: 4909.743164
	Iteration 27Q: 3 clusters Score -2289714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2289750.750000 Penalty: 4909.743164
	Iteration 28Q: 3 clusters Score -2289751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2289783.250000 Penalty: 4909.743164
	Iteration 29Q: 3 clusters Score -2289783 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2289808.000000 Penalty: 4909.743164
	Iteration 30Q: 3 clusters Score -2289808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2289846.000000 Penalty: 4909.743164
	Iteration 31Q: 3 clusters Score -2289846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2289882.250000 Penalty: 4909.743164
	Iteration 32Q: 3 clusters Score -2289882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2289915.250000 Penalty: 4909.743164
	Iteration 33Q: 3 clusters Score -2289915 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2289951.000000 Penalty: 4909.743164
	Iteration 34Q: 3 clusters Score -2289951 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2289995.000000 Penalty: 4909.743164
	Iteration 35Q: 3 clusters Score -2289995 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2290055.500000 Penalty: 4909.743164
	Iteration 36Q: 3 clusters Score -2290056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2290123.500000 Penalty: 4909.743164
	Iteration 37Q: 3 clusters Score -2290124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2290173.750000 Penalty: 4909.743164
	Iteration 38Q: 3 clusters Score -2290174 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2290238.250000 Penalty: 4909.743164
	Iteration 39Q: 3 clusters Score -2290238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2290311.250000 Penalty: 4909.743164
	Iteration 40F: 3 clusters Score -2290311 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2290396.250000 Penalty: 4909.743164
	Iteration 41Q: 3 clusters Score -2290396 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2290475.250000 Penalty: 4909.743164
	Iteration 42Q: 3 clusters Score -2290475 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2290544.500000 Penalty: 4909.743164
	Iteration 43Q: 3 clusters Score -2290544 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2290609.500000 Penalty: 4909.743164
	Iteration 44Q: 3 clusters Score -2290610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2290673.250000 Penalty: 4909.743164
	Iteration 45Q: 3 clusters Score -2290673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2290723.500000 Penalty: 4909.743164
	Iteration 46Q: 3 clusters Score -2290724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2290785.000000 Penalty: 4909.743164
	Iteration 47Q: 3 clusters Score -2290785 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2290821.000000 Penalty: 4909.743164
	Iteration 48Q: 3 clusters Score -2290821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2290869.500000 Penalty: 4909.743164
	Iteration 49Q: 3 clusters Score -2290870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2290926.500000 Penalty: 4909.743164
	Iteration 50Q: 3 clusters Score -2290926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2290970.750000 Penalty: 4909.743164
	Iteration 51Q: 3 clusters Score -2290971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2290997.250000 Penalty: 4909.743164
	Iteration 52Q: 3 clusters Score -2290997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2291013.000000 Penalty: 4909.743164
	Iteration 53Q: 3 clusters Score -2291013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2291033.500000 Penalty: 4909.743164
	Iteration 54Q: 3 clusters Score -2291034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2291050.500000 Penalty: 4909.743164
	Iteration 55Q: 3 clusters Score -2291050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2291068.000000 Penalty: 4909.743164
	Iteration 56Q: 3 clusters Score -2291068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2291081.500000 Penalty: 4909.743164
	Iteration 57Q: 3 clusters Score -2291082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2291094.750000 Penalty: 4909.743164
	Iteration 58Q: 3 clusters Score -2291095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2291099.250000 Penalty: 4909.743164
	Iteration 59Q: 3 clusters Score -2291099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2291106.500000 Penalty: 4909.743164
	Iteration 60F: 3 clusters Score -2291106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2291119.250000 Penalty: 4909.743164
	Iteration 61Q: 3 clusters Score -2291119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2291135.500000 Penalty: 4909.743164
	Iteration 62Q: 3 clusters Score -2291136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2291137.500000 Penalty: 4909.743164
	Iteration 63Q: 3 clusters Score -2291138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2291142.750000 Penalty: 4909.743164
	Iteration 64Q: 3 clusters Score -2291143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2291144.500000 Penalty: 4909.743164
	Iteration 65Q: 3 clusters Score -2291144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2291150.250000 Penalty: 4909.743164
	Iteration 66Q: 3 clusters Score -2291150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2291154.750000 Penalty: 4909.743164
	Iteration 67Q: 3 clusters Score -2291155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2291158.000000 Penalty: 4909.743164
	Iteration 68Q: 3 clusters Score -2291158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2291159.750000 Penalty: 4909.743164
	Iteration 69Q: 3 clusters Score -2291160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2291161.250000 Penalty: 4909.743164
	Iteration 70Q: 3 clusters Score -2291161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2291163.000000 Penalty: 4909.743164
	Iteration 71Q: 3 clusters Score -2291163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2291165.250000 Penalty: 4909.743164
	Iteration 72Q: 3 clusters Score -2291165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2291165.750000 Penalty: 4909.743164
	Iteration 73Q: 3 clusters Score -2291166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2291167.750000 Penalty: 4909.743164
	Iteration 74Q: 3 clusters Score -2291168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2291175.000000 Penalty: 4909.743164
	Iteration 75Q: 3 clusters Score -2291175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2291181.000000 Penalty: 4909.743164
	Iteration 76Q: 3 clusters Score -2291181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2291181.500000 Penalty: 4909.743164
	Iteration 77Q: 3 clusters Score -2291182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2291186.750000 Penalty: 4909.743164
	Iteration 78Q: 3 clusters Score -2291187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2291188.750000 Penalty: 4909.743164
	Iteration 79Q: 3 clusters Score -2291189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2291190.750000 Penalty: 4909.743164
	Iteration 80F: 3 clusters Score -2291191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2291192.000000 Penalty: 4909.743164
	Iteration 81Q: 3 clusters Score -2291192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2291192.000000 Penalty: 4909.743164
	Iteration 82F: 3 clusters Score -2291192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Entering Unmasked Estep 
Score: -1376012.000000 Penalty: 2323.588379
	Iteration 0F: 2 clusters Score -1376012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1367258.375000 Penalty: 4647.176758
	Iteration 0F: 3 clusters Score -1367258 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1369843.375000 Penalty: 4647.176758
	Iteration 1F: 3 clusters Score -1369843 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1370211.750000 Penalty: 4647.176758
	Iteration 2F: 3 clusters Score -1370212 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1370519.000000 Penalty: 4647.176758
	Iteration 3F: 3 clusters Score -1370519 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1370834.875000 Penalty: 4647.176758
	Iteration 4Q: 3 clusters Score -1370835 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1371132.125000 Penalty: 4647.176758
	Iteration 5Q: 3 clusters Score -1371132 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1371389.750000 Penalty: 4647.176758
	Iteration 6Q: 3 clusters Score -1371390 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1371688.625000 Penalty: 4647.176758
	Iteration 7Q: 3 clusters Score -1371689 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1371993.750000 Penalty: 4647.176758
	Iteration 8Q: 3 clusters Score -1371994 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1372334.750000 Penalty: 4647.176758
	Iteration 9Q: 3 clusters Score -1372335 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1372631.500000 Penalty: 4647.176758
	Iteration 10Q: 3 clusters Score -1372632 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1372887.250000 Penalty: 4647.176758
	Iteration 11Q: 3 clusters Score -1372887 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1373081.250000 Penalty: 4647.176758
	Iteration 12Q: 3 clusters Score -1373081 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1373206.875000 Penalty: 4647.176758
	Iteration 13Q: 3 clusters Score -1373207 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1373296.875000 Penalty: 4647.176758
	Iteration 14Q: 3 clusters Score -1373297 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1373359.875000 Penalty: 4647.176758
	Iteration 15Q: 3 clusters Score -1373360 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1373404.375000 Penalty: 4647.176758
	Iteration 16Q: 3 clusters Score -1373404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1373441.375000 Penalty: 4647.176758
	Iteration 17Q: 3 clusters Score -1373441 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1373475.750000 Penalty: 4647.176758
	Iteration 18Q: 3 clusters Score -1373476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1373505.625000 Penalty: 4647.176758
	Iteration 19Q: 3 clusters Score -1373506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1373526.625000 Penalty: 4647.176758
	Iteration 20F: 3 clusters Score -1373527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1373554.375000 Penalty: 4647.176758
	Iteration 21Q: 3 clusters Score -1373554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1373569.250000 Penalty: 4647.176758
	Iteration 22Q: 3 clusters Score -1373569 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1373597.000000 Penalty: 4647.176758
	Iteration 23Q: 3 clusters Score -1373597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1373617.875000 Penalty: 4647.176758
	Iteration 24Q: 3 clusters Score -1373618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1373636.125000 Penalty: 4647.176758
	Iteration 25Q: 3 clusters Score -1373636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1373647.375000 Penalty: 4647.176758
	Iteration 26Q: 3 clusters Score -1373647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1373658.375000 Penalty: 4647.176758
	Iteration 27Q: 3 clusters Score -1373658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1373664.500000 Penalty: 4647.176758
	Iteration 28Q: 3 clusters Score -1373664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1373673.000000 Penalty: 4647.176758
	Iteration 29Q: 3 clusters Score -1373673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1373681.125000 Penalty: 4647.176758
	Iteration 30Q: 3 clusters Score -1373681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1373685.125000 Penalty: 4647.176758
	Iteration 31Q: 3 clusters Score -1373685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1373694.000000 Penalty: 4647.176758
	Iteration 32Q: 3 clusters Score -1373694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1373698.625000 Penalty: 4647.176758
	Iteration 33Q: 3 clusters Score -1373699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1373703.500000 Penalty: 4647.176758
	Iteration 34Q: 3 clusters Score -1373704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1373705.750000 Penalty: 4647.176758
	Iteration 35Q: 3 clusters Score -1373706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1373706.875000 Penalty: 4647.176758
	Iteration 36Q: 3 clusters Score -1373707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1373713.875000 Penalty: 4647.176758
	Iteration 37Q: 3 clusters Score -1373714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1373722.375000 Penalty: 4647.176758
	Iteration 38Q: 3 clusters Score -1373722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1373726.750000 Penalty: 4647.176758
	Iteration 39Q: 3 clusters Score -1373727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1373733.625000 Penalty: 4647.176758
	Iteration 40F: 3 clusters Score -1373734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1373745.875000 Penalty: 4647.176758
	Iteration 41Q: 3 clusters Score -1373746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1373761.625000 Penalty: 4647.176758
	Iteration 42Q: 3 clusters Score -1373762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1373767.250000 Penalty: 4647.176758
	Iteration 43Q: 3 clusters Score -1373767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1373778.125000 Penalty: 4647.176758
	Iteration 44Q: 3 clusters Score -1373778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1373785.250000 Penalty: 4647.176758
	Iteration 45Q: 3 clusters Score -1373785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1373789.125000 Penalty: 4647.176758
	Iteration 46Q: 3 clusters Score -1373789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1373801.750000 Penalty: 4647.176758
	Iteration 47Q: 3 clusters Score -1373802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1373812.625000 Penalty: 4647.176758
	Iteration 48Q: 3 clusters Score -1373813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1373824.250000 Penalty: 4647.176758
	Iteration 49Q: 3 clusters Score -1373824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1373826.750000 Penalty: 4647.176758
	Iteration 50Q: 3 clusters Score -1373827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1373833.250000 Penalty: 4647.176758
	Iteration 51Q: 3 clusters Score -1373833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1373841.125000 Penalty: 4647.176758
	Iteration 52Q: 3 clusters Score -1373841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1373849.375000 Penalty: 4647.176758
	Iteration 53Q: 3 clusters Score -1373849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1373856.250000 Penalty: 4647.176758
	Iteration 54Q: 3 clusters Score -1373856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1373869.500000 Penalty: 4647.176758
	Iteration 55Q: 3 clusters Score -1373870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1373874.375000 Penalty: 4647.176758
	Iteration 56Q: 3 clusters Score -1373874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1373881.625000 Penalty: 4647.176758
	Iteration 57Q: 3 clusters Score -1373882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1373893.000000 Penalty: 4647.176758
	Iteration 58Q: 3 clusters Score -1373893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1373895.000000 Penalty: 4647.176758
	Iteration 59Q: 3 clusters Score -1373895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1373898.750000 Penalty: 4647.176758
	Iteration 60F: 3 clusters Score -1373899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1373901.250000 Penalty: 4647.176758
	Iteration 61Q: 3 clusters Score -1373901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1373902.125000 Penalty: 4647.176758
	Iteration 62Q: 3 clusters Score -1373902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1373904.750000 Penalty: 4647.176758
	Iteration 63Q: 3 clusters Score -1373905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1373904.000000 Penalty: 4647.176758
	Iteration 64Q: 3 clusters Score -1373904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1373903.625000 Penalty: 4647.176758
	Iteration 65Q: 3 clusters Score -1373904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1373907.750000 Penalty: 4647.176758
	Iteration 66Q: 3 clusters Score -1373908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1373907.750000 Penalty: 4647.176758
	Iteration 67Q: 3 clusters Score -1373908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1373907.250000 Penalty: 4647.176758
	Iteration 68Q: 3 clusters Score -1373907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1373911.625000 Penalty: 4647.176758
	Iteration 69Q: 3 clusters Score -1373912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1373914.000000 Penalty: 4647.176758
	Iteration 70Q: 3 clusters Score -1373914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1373914.250000 Penalty: 4647.176758
	Iteration 71Q: 3 clusters Score -1373914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1373920.250000 Penalty: 4647.176758
	Iteration 72Q: 3 clusters Score -1373920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1373921.375000 Penalty: 4647.176758
	Iteration 73Q: 3 clusters Score -1373921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1373926.125000 Penalty: 4647.176758
	Iteration 74Q: 3 clusters Score -1373926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1373923.625000 Penalty: 4647.176758
	Iteration 75Q: 3 clusters Score -1373924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1373927.250000 Penalty: 4647.176758
	Iteration 76Q: 3 clusters Score -1373927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1373929.375000 Penalty: 4647.176758
	Iteration 77Q: 3 clusters Score -1373929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1373926.250000 Penalty: 4647.176758
	Iteration 78Q: 3 clusters Score -1373926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1373930.125000 Penalty: 4647.176758
	Iteration 79Q: 3 clusters Score -1373930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1373927.875000 Penalty: 4647.176758
	Iteration 80F: 3 clusters Score -1373928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1373928.750000 Penalty: 4647.176758
	Iteration 81Q: 3 clusters Score -1373929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1373932.250000 Penalty: 4647.176758
	Iteration 82Q: 3 clusters Score -1373932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1373932.625000 Penalty: 4647.176758
	Iteration 83Q: 3 clusters Score -1373933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1373939.250000 Penalty: 4647.176758
	Iteration 84Q: 3 clusters Score -1373939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1373943.375000 Penalty: 4647.176758
	Iteration 85Q: 3 clusters Score -1373943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1373948.375000 Penalty: 4647.176758
	Iteration 86Q: 3 clusters Score -1373948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1373952.500000 Penalty: 4647.176758
	Iteration 87Q: 3 clusters Score -1373952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1373951.000000 Penalty: 4647.176758
	Iteration 88Q: 3 clusters Score -1373951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1373951.500000 Penalty: 4647.176758
	Iteration 89Q: 3 clusters Score -1373952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1373957.625000 Penalty: 4647.176758
	Iteration 90Q: 3 clusters Score -1373958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1373962.125000 Penalty: 4647.176758
	Iteration 91Q: 3 clusters Score -1373962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1373965.750000 Penalty: 4647.176758
	Iteration 92Q: 3 clusters Score -1373966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1373961.750000 Penalty: 4647.176758
	Iteration 93Q: 3 clusters Score -1373962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1373968.625000 Penalty: 4647.176758
	Iteration 94Q: 3 clusters Score -1373969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1373966.500000 Penalty: 4647.176758
	Iteration 95Q: 3 clusters Score -1373966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1373971.125000 Penalty: 4647.176758
	Iteration 96Q: 3 clusters Score -1373971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1373973.625000 Penalty: 4647.176758
	Iteration 97Q: 3 clusters Score -1373974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1373973.625000 Penalty: 4647.176758
	Iteration 98Q: 3 clusters Score -1373974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1373978.625000 Penalty: 4647.176758
	Iteration 99Q: 3 clusters Score -1373979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1373981.000000 Penalty: 4647.176758
	Iteration 100F: 3 clusters Score -1373981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1373984.000000 Penalty: 4647.176758
	Iteration 101Q: 3 clusters Score -1373984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1373983.500000 Penalty: 4647.176758
	Iteration 102Q: 3 clusters Score -1373984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1373984.625000 Penalty: 4647.176758
	Iteration 103Q: 3 clusters Score -1373985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1373984.625000 Penalty: 4647.176758
	Iteration 104F: 3 clusters Score -1373985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1310533.375000 Penalty: 2316.507080
	Iteration 0F: 2 clusters Score -1310533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1302021.375000 Penalty: 4633.014160
	Iteration 0F: 3 clusters Score -1302021 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1304580.625000 Penalty: 4633.014160
	Iteration 1F: 3 clusters Score -1304581 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1304921.625000 Penalty: 4633.014160
	Iteration 2F: 3 clusters Score -1304922 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1305150.500000 Penalty: 4633.014160
	Iteration 3F: 3 clusters Score -1305150 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1305346.000000 Penalty: 4633.014160
	Iteration 4Q: 3 clusters Score -1305346 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1305554.000000 Penalty: 4633.014160
	Iteration 5Q: 3 clusters Score -1305554 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1305780.000000 Penalty: 4633.014160
	Iteration 6Q: 3 clusters Score -1305780 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1306042.125000 Penalty: 4633.014160
	Iteration 7Q: 3 clusters Score -1306042 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1306461.000000 Penalty: 4633.014160
	Iteration 8Q: 3 clusters Score -1306461 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1307055.250000 Penalty: 4633.014160
	Iteration 9F: 3 clusters Score -1307055 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1307704.375000 Penalty: 4633.014160
	Iteration 10F: 3 clusters Score -1307704 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1308325.750000 Penalty: 4633.014160
	Iteration 11F: 3 clusters Score -1308326 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1308894.750000 Penalty: 4633.014160
	Iteration 12F: 3 clusters Score -1308895 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1309437.000000 Penalty: 4633.014160
	Iteration 13Q: 3 clusters Score -1309437 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1310007.250000 Penalty: 4633.014160
	Iteration 14Q: 3 clusters Score -1310007 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1310481.375000 Penalty: 4633.014160
	Iteration 15Q: 3 clusters Score -1310481 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1310686.625000 Penalty: 4633.014160
	Iteration 16Q: 3 clusters Score -1310687 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1310778.375000 Penalty: 4633.014160
	Iteration 17Q: 3 clusters Score -1310778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1310820.875000 Penalty: 4633.014160
	Iteration 18Q: 3 clusters Score -1310821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1310846.125000 Penalty: 4633.014160
	Iteration 19Q: 3 clusters Score -1310846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1310856.125000 Penalty: 4633.014160
	Iteration 20F: 3 clusters Score -1310856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1310860.875000 Penalty: 4633.014160
	Iteration 21Q: 3 clusters Score -1310861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1310862.875000 Penalty: 4633.014160
	Iteration 22Q: 3 clusters Score -1310863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1310863.750000 Penalty: 4633.014160
	Iteration 23Q: 3 clusters Score -1310864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1310862.250000 Penalty: 4633.014160
	Iteration 24Q: 3 clusters Score -1310862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1310863.625000 Penalty: 4633.014160
	Iteration 25Q: 3 clusters Score -1310864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1310864.000000 Penalty: 4633.014160
	Iteration 26Q: 3 clusters Score -1310864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1310866.125000 Penalty: 4633.014160
	Iteration 27Q: 3 clusters Score -1310866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1310866.500000 Penalty: 4633.014160
	Iteration 28Q: 3 clusters Score -1310866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1310866.500000 Penalty: 4633.014160
	Iteration 29F: 3 clusters Score -1310866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Entering Unmasked Estep 
Score: -212153424.000000 Penalty: 265888.625000
Splitting cluster 22 changes total score from -212149136.000000 to -212153424.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 23 (142635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142635 members 
Entering Unmasked Estep 
Score: -16437648.000000 Penalty: 2943.274902
	Iteration 0F: 2 clusters Score -1.643765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
Score: -16342086.000000 Penalty: 5886.549805
	Iteration 0F: 3 clusters Score -1.634209e+07 nChanged 68200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -16381386.000000 Penalty: 5886.549805
	Iteration 1F: 3 clusters Score -1.638139e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -16382143.000000 Penalty: 5886.549805
	Iteration 2Q: 3 clusters Score -1.638214e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -16382837.000000 Penalty: 5886.549805
	Iteration 3Q: 3 clusters Score -1.638284e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -16383785.000000 Penalty: 5886.549805
	Iteration 4Q: 3 clusters Score -1.638378e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -16384839.000000 Penalty: 5886.549805
	Iteration 5Q: 3 clusters Score -1.638484e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -16385962.000000 Penalty: 5886.549805
	Iteration 6Q: 3 clusters Score -1.638596e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -16387534.000000 Penalty: 5886.549805
	Iteration 7Q: 3 clusters Score -1.638753e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -16389612.000000 Penalty: 5886.549805
	Iteration 8Q: 3 clusters Score -1.638961e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -16392121.000000 Penalty: 5886.549805
	Iteration 9Q: 3 clusters Score -1.639212e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -16395288.000000 Penalty: 5886.549805
	Iteration 10Q: 3 clusters Score -1.639529e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -16399239.000000 Penalty: 5886.549805
	Iteration 11F: 3 clusters Score -1.639924e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -16403662.000000 Penalty: 5886.549805
	Iteration 12F: 3 clusters Score -1.640366e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -16408278.000000 Penalty: 5886.549805
	Iteration 13Q: 3 clusters Score -1.640828e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -16411979.000000 Penalty: 5886.549805
	Iteration 14Q: 3 clusters Score -1.641198e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -16414508.000000 Penalty: 5886.549805
	Iteration 15Q: 3 clusters Score -1.641451e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -16416094.000000 Penalty: 5886.549805
	Iteration 16Q: 3 clusters Score -1.641609e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 102414 members 
Entering Unmasked Estep 
Score: -16417399.000000 Penalty: 5886.549805
	Iteration 17Q: 3 clusters Score -1.64174e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -16418584.000000 Penalty: 5886.549805
	Iteration 18Q: 3 clusters Score -1.641858e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -16419784.000000 Penalty: 5886.549805
	Iteration 19Q: 3 clusters Score -1.641978e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -16421020.000000 Penalty: 5886.549805
	Iteration 20F: 3 clusters Score -1.642102e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -16422398.000000 Penalty: 5886.549805
	Iteration 21Q: 3 clusters Score -1.64224e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -16423724.000000 Penalty: 5886.549805
	Iteration 22Q: 3 clusters Score -1.642372e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -16425034.000000 Penalty: 5886.549805
	Iteration 23Q: 3 clusters Score -1.642503e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -16426602.000000 Penalty: 5886.549805
	Iteration 24Q: 3 clusters Score -1.64266e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -16427951.000000 Penalty: 5886.549805
	Iteration 25Q: 3 clusters Score -1.642795e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -16429200.000000 Penalty: 5886.549805
	Iteration 26Q: 3 clusters Score -1.64292e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 130275 members 
Entering Unmasked Estep 
Score: -16430301.000000 Penalty: 5886.549805
	Iteration 27Q: 3 clusters Score -1.64303e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 132148 members 
Entering Unmasked Estep 
Score: -16431267.000000 Penalty: 5886.549805
	Iteration 28Q: 3 clusters Score -1.643127e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -16432149.000000 Penalty: 5886.549805
	Iteration 29Q: 3 clusters Score -1.643215e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 135100 members 
Entering Unmasked Estep 
Score: -16432832.000000 Penalty: 5886.549805
	Iteration 30Q: 3 clusters Score -1.643283e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -16433343.000000 Penalty: 5886.549805
	Iteration 31Q: 3 clusters Score -1.643334e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -16433803.000000 Penalty: 5886.549805
	Iteration 32Q: 3 clusters Score -1.64338e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 138160 members 
Entering Unmasked Estep 
Score: -16434280.000000 Penalty: 5886.549805
	Iteration 33Q: 3 clusters Score -1.643428e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -16434608.000000 Penalty: 5886.549805
	Iteration 34Q: 3 clusters Score -1.643461e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 139333 members 
Entering Unmasked Estep 
Score: -16434864.000000 Penalty: 5886.549805
	Iteration 35Q: 3 clusters Score -1.643486e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 139721 members 
Entering Unmasked Estep 
Score: -16435049.000000 Penalty: 5886.549805
	Iteration 36Q: 3 clusters Score -1.643505e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -16435210.000000 Penalty: 5886.549805
	Iteration 37Q: 3 clusters Score -1.643521e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 140259 members 
Entering Unmasked Estep 
Score: -16435279.000000 Penalty: 5886.549805
	Iteration 38Q: 3 clusters Score -1.643528e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 140438 members 
Entering Unmasked Estep 
Score: -16435378.000000 Penalty: 5886.549805
	Iteration 39Q: 3 clusters Score -1.643538e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -16435484.000000 Penalty: 5886.549805
	Iteration 40F: 3 clusters Score -1.643548e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 140672 members 
Entering Unmasked Estep 
Score: -16435527.000000 Penalty: 5886.549805
	Iteration 41Q: 3 clusters Score -1.643553e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -16435586.000000 Penalty: 5886.549805
	Iteration 42Q: 3 clusters Score -1.643559e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 140845 members 
Entering Unmasked Estep 
Score: -16435617.000000 Penalty: 5886.549805
	Iteration 43Q: 3 clusters Score -1.643562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -16435652.000000 Penalty: 5886.549805
	Iteration 44Q: 3 clusters Score -1.643565e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -16435667.000000 Penalty: 5886.549805
	Iteration 45Q: 3 clusters Score -1.643567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 140957 members 
Entering Unmasked Estep 
Score: -16435711.000000 Penalty: 5886.549805
	Iteration 46Q: 3 clusters Score -1.643571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 140985 members 
Entering Unmasked Estep 
Score: -16435715.000000 Penalty: 5886.549805
	Iteration 47Q: 3 clusters Score -1.643572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 141001 members 
Entering Unmasked Estep 
Score: -16435716.000000 Penalty: 5886.549805
	Iteration 48Q: 3 clusters Score -1.643572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -16435723.000000 Penalty: 5886.549805
	Iteration 49Q: 3 clusters Score -1.643572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -16435741.000000 Penalty: 5886.549805
	Iteration 50Q: 3 clusters Score -1.643574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 141023 members 
Entering Unmasked Estep 
Score: -16435742.000000 Penalty: 5886.549805
	Iteration 51Q: 3 clusters Score -1.643574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -16435741.000000 Penalty: 5886.549805
	Iteration 52Q: 3 clusters Score -1.643574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -16435746.000000 Penalty: 5886.549805
	Iteration 53Q: 3 clusters Score -1.643575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -16435730.000000 Penalty: 5886.549805
	Iteration 54Q: 3 clusters Score -1.643573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -16435735.000000 Penalty: 5886.549805
	Iteration 55Q: 3 clusters Score -1.643574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -16435717.000000 Penalty: 5886.549805
	Iteration 56Q: 3 clusters Score -1.643572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -16435736.000000 Penalty: 5886.549805
	Iteration 57Q: 3 clusters Score -1.643574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -16435739.000000 Penalty: 5886.549805
	Iteration 58Q: 3 clusters Score -1.643574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -16435739.000000 Penalty: 5886.549805
	Iteration 59F: 3 clusters Score -1.643574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -311217.156250 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -311217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -307845.593750 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -307845.6 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -308817.843750 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -308817.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -309314.531250 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -309314.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -309797.062500 Penalty: 4008.564941
	Iteration 3F: 3 clusters Score -309797.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -310157.093750 Penalty: 4008.564941
	Iteration 4F: 3 clusters Score -310157.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -310409.343750 Penalty: 4008.564941
	Iteration 5F: 3 clusters Score -310409.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -310594.125000 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -310594.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -310719.375000 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -310719.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -310817.250000 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -310817.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -310882.968750 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -310883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -310926.437500 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -310926.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -310954.281250 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -310954.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -310971.687500 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -310971.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -310986.812500 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -310986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -310995.218750 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -310995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -311000.312500 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -311000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -311002.062500 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -311002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -311003.593750 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -311003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311004.187500 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -311004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311004.187500 Penalty: 4008.564941
	Iteration 19F: 3 clusters Score -311004.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Entering Unmasked Estep 
Score: -3341774.000000 Penalty: 2578.340820
	Iteration 0F: 2 clusters Score -3341774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3319426.750000 Penalty: 5156.681641
	Iteration 0F: 3 clusters Score -3319427 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3327865.250000 Penalty: 5156.681641
	Iteration 1F: 3 clusters Score -3327865 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3328837.250000 Penalty: 5156.681641
	Iteration 2F: 3 clusters Score -3328837 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3330091.750000 Penalty: 5156.681641
	Iteration 3F: 3 clusters Score -3330092 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3331506.750000 Penalty: 5156.681641
	Iteration 4F: 3 clusters Score -3331507 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3332976.250000 Penalty: 5156.681641
	Iteration 5F: 3 clusters Score -3332976 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3334345.250000 Penalty: 5156.681641
	Iteration 6F: 3 clusters Score -3334345 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3335373.750000 Penalty: 5156.681641
	Iteration 7F: 3 clusters Score -3335374 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3336060.750000 Penalty: 5156.681641
	Iteration 8Q: 3 clusters Score -3336061 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3336571.250000 Penalty: 5156.681641
	Iteration 9Q: 3 clusters Score -3336571 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3336986.000000 Penalty: 5156.681641
	Iteration 10Q: 3 clusters Score -3336986 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3337285.750000 Penalty: 5156.681641
	Iteration 11Q: 3 clusters Score -3337286 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3337572.000000 Penalty: 5156.681641
	Iteration 12Q: 3 clusters Score -3337572 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3337772.500000 Penalty: 5156.681641
	Iteration 13Q: 3 clusters Score -3337772 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3337985.500000 Penalty: 5156.681641
	Iteration 14Q: 3 clusters Score -3337986 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3338110.750000 Penalty: 5156.681641
	Iteration 15Q: 3 clusters Score -3338111 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3338271.500000 Penalty: 5156.681641
	Iteration 16Q: 3 clusters Score -3338272 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3338377.250000 Penalty: 5156.681641
	Iteration 17Q: 3 clusters Score -3338377 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3338501.500000 Penalty: 5156.681641
	Iteration 18Q: 3 clusters Score -3338502 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3338592.250000 Penalty: 5156.681641
	Iteration 19Q: 3 clusters Score -3338592 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3338653.500000 Penalty: 5156.681641
	Iteration 20F: 3 clusters Score -3338654 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3338699.250000 Penalty: 5156.681641
	Iteration 21Q: 3 clusters Score -3338699 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3338745.000000 Penalty: 5156.681641
	Iteration 22Q: 3 clusters Score -3338745 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3338777.250000 Penalty: 5156.681641
	Iteration 23Q: 3 clusters Score -3338777 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3338807.750000 Penalty: 5156.681641
	Iteration 24Q: 3 clusters Score -3338808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3338808.000000 Penalty: 5156.681641
	Iteration 25Q: 3 clusters Score -3338808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3338819.500000 Penalty: 5156.681641
	Iteration 26Q: 3 clusters Score -3338820 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3338832.000000 Penalty: 5156.681641
	Iteration 27Q: 3 clusters Score -3338832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3338850.000000 Penalty: 5156.681641
	Iteration 28Q: 3 clusters Score -3338850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3338859.500000 Penalty: 5156.681641
	Iteration 29Q: 3 clusters Score -3338860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3338876.750000 Penalty: 5156.681641
	Iteration 30Q: 3 clusters Score -3338877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3338881.500000 Penalty: 5156.681641
	Iteration 31Q: 3 clusters Score -3338882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3338891.000000 Penalty: 5156.681641
	Iteration 32Q: 3 clusters Score -3338891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3338902.500000 Penalty: 5156.681641
	Iteration 33Q: 3 clusters Score -3338902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3338902.000000 Penalty: 5156.681641
	Iteration 34Q: 3 clusters Score -3338902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3338906.500000 Penalty: 5156.681641
	Iteration 35Q: 3 clusters Score -3338906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3338910.250000 Penalty: 5156.681641
	Iteration 36Q: 3 clusters Score -3338910 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3338922.250000 Penalty: 5156.681641
	Iteration 37Q: 3 clusters Score -3338922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3338937.500000 Penalty: 5156.681641
	Iteration 38Q: 3 clusters Score -3338938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3338944.750000 Penalty: 5156.681641
	Iteration 39Q: 3 clusters Score -3338945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3338948.500000 Penalty: 5156.681641
	Iteration 40F: 3 clusters Score -3338948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3338965.000000 Penalty: 5156.681641
	Iteration 41Q: 3 clusters Score -3338965 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3338976.750000 Penalty: 5156.681641
	Iteration 42Q: 3 clusters Score -3338977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3338982.250000 Penalty: 5156.681641
	Iteration 43Q: 3 clusters Score -3338982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3338989.000000 Penalty: 5156.681641
	Iteration 44Q: 3 clusters Score -3338989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3338989.750000 Penalty: 5156.681641
	Iteration 45Q: 3 clusters Score -3338990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3339004.000000 Penalty: 5156.681641
	Iteration 46Q: 3 clusters Score -3339004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3339003.500000 Penalty: 5156.681641
	Iteration 47Q: 3 clusters Score -3339004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3339010.250000 Penalty: 5156.681641
	Iteration 48Q: 3 clusters Score -3339010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3339018.000000 Penalty: 5156.681641
	Iteration 49Q: 3 clusters Score -3339018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3339034.000000 Penalty: 5156.681641
	Iteration 50Q: 3 clusters Score -3339034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3339029.000000 Penalty: 5156.681641
	Iteration 51Q: 3 clusters Score -3339029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3339030.250000 Penalty: 5156.681641
	Iteration 52Q: 3 clusters Score -3339030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3339038.750000 Penalty: 5156.681641
	Iteration 53Q: 3 clusters Score -3339039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3339029.500000 Penalty: 5156.681641
	Iteration 54Q: 3 clusters Score -3339030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3339032.000000 Penalty: 5156.681641
	Iteration 55Q: 3 clusters Score -3339032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3339024.250000 Penalty: 5156.681641
	Iteration 56Q: 3 clusters Score -3339024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3339031.250000 Penalty: 5156.681641
	Iteration 57Q: 3 clusters Score -3339031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3339033.500000 Penalty: 5156.681641
	Iteration 58Q: 3 clusters Score -3339034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3339041.250000 Penalty: 5156.681641
	Iteration 59Q: 3 clusters Score -3339041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3339041.250000 Penalty: 5156.681641
	Iteration 60F: 3 clusters Score -3339041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3339048.000000 Penalty: 5156.681641
	Iteration 61Q: 3 clusters Score -3339048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3339046.750000 Penalty: 5156.681641
	Iteration 62Q: 3 clusters Score -3339047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3339048.500000 Penalty: 5156.681641
	Iteration 63Q: 3 clusters Score -3339048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3339051.750000 Penalty: 5156.681641
	Iteration 64Q: 3 clusters Score -3339052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3339053.750000 Penalty: 5156.681641
	Iteration 65Q: 3 clusters Score -3339054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3339053.500000 Penalty: 5156.681641
	Iteration 66Q: 3 clusters Score -3339054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3339055.250000 Penalty: 5156.681641
	Iteration 67Q: 3 clusters Score -3339055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3339055.250000 Penalty: 5156.681641
	Iteration 68Q: 3 clusters Score -3339055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3339050.500000 Penalty: 5156.681641
	Iteration 69Q: 3 clusters Score -3339050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3339048.000000 Penalty: 5156.681641
	Iteration 70Q: 3 clusters Score -3339048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3339050.500000 Penalty: 5156.681641
	Iteration 71Q: 3 clusters Score -3339050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3339055.750000 Penalty: 5156.681641
	Iteration 72Q: 3 clusters Score -3339056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3339063.500000 Penalty: 5156.681641
	Iteration 73Q: 3 clusters Score -3339064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3339059.000000 Penalty: 5156.681641
	Iteration 74Q: 3 clusters Score -3339059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3339061.000000 Penalty: 5156.681641
	Iteration 75Q: 3 clusters Score -3339061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3339059.750000 Penalty: 5156.681641
	Iteration 76Q: 3 clusters Score -3339060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3339063.000000 Penalty: 5156.681641
	Iteration 77Q: 3 clusters Score -3339063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3339064.000000 Penalty: 5156.681641
	Iteration 78Q: 3 clusters Score -3339064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3339064.250000 Penalty: 5156.681641
	Iteration 79Q: 3 clusters Score -3339064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3339062.750000 Penalty: 5156.681641
	Iteration 80F: 3 clusters Score -3339063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3339064.000000 Penalty: 5156.681641
	Iteration 81Q: 3 clusters Score -3339064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3339064.500000 Penalty: 5156.681641
	Iteration 82Q: 3 clusters Score -3339064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3339060.000000 Penalty: 5156.681641
	Iteration 83Q: 3 clusters Score -3339060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3339064.750000 Penalty: 5156.681641
	Iteration 84Q: 3 clusters Score -3339065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3339064.750000 Penalty: 5156.681641
	Iteration 85Q: 3 clusters Score -3339065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3339063.750000 Penalty: 5156.681641
	Iteration 86Q: 3 clusters Score -3339064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3339065.250000 Penalty: 5156.681641
	Iteration 87Q: 3 clusters Score -3339065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3339063.000000 Penalty: 5156.681641
	Iteration 88Q: 3 clusters Score -3339063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3339062.500000 Penalty: 5156.681641
	Iteration 89Q: 3 clusters Score -3339062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3339062.500000 Penalty: 5156.681641
	Iteration 90F: 3 clusters Score -3339062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Entering Unmasked Estep 
Score: -1657147.500000 Penalty: 2371.912109
	Iteration 0F: 2 clusters Score -1657148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1646768.250000 Penalty: 4743.824219
	Iteration 0F: 3 clusters Score -1646768 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1650005.750000 Penalty: 4743.824219
	Iteration 1F: 3 clusters Score -1650006 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1650370.125000 Penalty: 4743.824219
	Iteration 2F: 3 clusters Score -1650370 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1650761.125000 Penalty: 4743.824219
	Iteration 3F: 3 clusters Score -1650761 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1651254.750000 Penalty: 4743.824219
	Iteration 4F: 3 clusters Score -1651255 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1651838.625000 Penalty: 4743.824219
	Iteration 5F: 3 clusters Score -1651839 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1652505.875000 Penalty: 4743.824219
	Iteration 6F: 3 clusters Score -1652506 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1653168.500000 Penalty: 4743.824219
	Iteration 7F: 3 clusters Score -1653168 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1653744.875000 Penalty: 4743.824219
	Iteration 8F: 3 clusters Score -1653745 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1654226.375000 Penalty: 4743.824219
	Iteration 9Q: 3 clusters Score -1654226 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1654691.375000 Penalty: 4743.824219
	Iteration 10Q: 3 clusters Score -1654691 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1655179.125000 Penalty: 4743.824219
	Iteration 11Q: 3 clusters Score -1655179 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1655679.375000 Penalty: 4743.824219
	Iteration 12Q: 3 clusters Score -1655679 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1656128.500000 Penalty: 4743.824219
	Iteration 13Q: 3 clusters Score -1656128 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1656449.875000 Penalty: 4743.824219
	Iteration 14Q: 3 clusters Score -1656450 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1656594.500000 Penalty: 4743.824219
	Iteration 15Q: 3 clusters Score -1656594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1656647.750000 Penalty: 4743.824219
	Iteration 16Q: 3 clusters Score -1656648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1656676.250000 Penalty: 4743.824219
	Iteration 17Q: 3 clusters Score -1656676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1656685.750000 Penalty: 4743.824219
	Iteration 18Q: 3 clusters Score -1656686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1656695.250000 Penalty: 4743.824219
	Iteration 19Q: 3 clusters Score -1656695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1656703.625000 Penalty: 4743.824219
	Iteration 20F: 3 clusters Score -1656704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1656704.000000 Penalty: 4743.824219
	Iteration 21Q: 3 clusters Score -1656704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1656705.125000 Penalty: 4743.824219
	Iteration 22Q: 3 clusters Score -1656705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1656709.000000 Penalty: 4743.824219
	Iteration 23Q: 3 clusters Score -1656709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1656708.000000 Penalty: 4743.824219
	Iteration 24Q: 3 clusters Score -1656708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1656706.250000 Penalty: 4743.824219
	Iteration 25Q: 3 clusters Score -1656706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1656706.875000 Penalty: 4743.824219
	Iteration 26Q: 3 clusters Score -1656707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1656706.250000 Penalty: 4743.824219
	Iteration 27Q: 3 clusters Score -1656706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1656704.625000 Penalty: 4743.824219
	Iteration 28Q: 3 clusters Score -1656705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1656707.375000 Penalty: 4743.824219
	Iteration 29Q: 3 clusters Score -1656707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1656706.875000 Penalty: 4743.824219
	Iteration 30Q: 3 clusters Score -1656707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1656703.625000 Penalty: 4743.824219
	Iteration 31Q: 3 clusters Score -1656704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1656702.625000 Penalty: 4743.824219
	Iteration 32Q: 3 clusters Score -1656703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1656702.625000 Penalty: 4743.824219
	Iteration 33F: 3 clusters Score -1656703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Entering Unmasked Estep 
Score: -1721240.875000 Penalty: 2410.228516
	Iteration 0F: 2 clusters Score -1721241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1709445.875000 Penalty: 4820.457031
	Iteration 0F: 3 clusters Score -1709446 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1713662.625000 Penalty: 4820.457031
	Iteration 1F: 3 clusters Score -1713663 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1714442.000000 Penalty: 4820.457031
	Iteration 2F: 3 clusters Score -1714442 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1715201.875000 Penalty: 4820.457031
	Iteration 3F: 3 clusters Score -1715202 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1715957.000000 Penalty: 4820.457031
	Iteration 4F: 3 clusters Score -1715957 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1716782.125000 Penalty: 4820.457031
	Iteration 5F: 3 clusters Score -1716782 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1717551.000000 Penalty: 4820.457031
	Iteration 6F: 3 clusters Score -1717551 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1718115.500000 Penalty: 4820.457031
	Iteration 7F: 3 clusters Score -1718116 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1718604.625000 Penalty: 4820.457031
	Iteration 8Q: 3 clusters Score -1718605 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1718991.125000 Penalty: 4820.457031
	Iteration 9Q: 3 clusters Score -1718991 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1719316.250000 Penalty: 4820.457031
	Iteration 10Q: 3 clusters Score -1719316 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1719642.750000 Penalty: 4820.457031
	Iteration 11Q: 3 clusters Score -1719643 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1719948.000000 Penalty: 4820.457031
	Iteration 12Q: 3 clusters Score -1719948 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1720171.125000 Penalty: 4820.457031
	Iteration 13Q: 3 clusters Score -1720171 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1720344.000000 Penalty: 4820.457031
	Iteration 14Q: 3 clusters Score -1720344 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1720473.000000 Penalty: 4820.457031
	Iteration 15Q: 3 clusters Score -1720473 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1720579.375000 Penalty: 4820.457031
	Iteration 16Q: 3 clusters Score -1720579 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1720671.500000 Penalty: 4820.457031
	Iteration 17Q: 3 clusters Score -1720672 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1720774.875000 Penalty: 4820.457031
	Iteration 18Q: 3 clusters Score -1720775 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1720859.625000 Penalty: 4820.457031
	Iteration 19Q: 3 clusters Score -1720860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1720946.875000 Penalty: 4820.457031
	Iteration 20F: 3 clusters Score -1720947 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1721067.500000 Penalty: 4820.457031
	Iteration 21Q: 3 clusters Score -1721068 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1721226.375000 Penalty: 4820.457031
	Iteration 22Q: 3 clusters Score -1721226 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1721451.250000 Penalty: 4820.457031
	Iteration 23Q: 3 clusters Score -1721451 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1721801.125000 Penalty: 4820.457031
	Iteration 24Q: 3 clusters Score -1721801 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1722304.375000 Penalty: 4820.457031
	Iteration 25Q: 3 clusters Score -1722304 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1722800.875000 Penalty: 4820.457031
	Iteration 26Q: 3 clusters Score -1722801 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1723152.250000 Penalty: 4820.457031
	Iteration 27Q: 3 clusters Score -1723152 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1723369.750000 Penalty: 4820.457031
	Iteration 28Q: 3 clusters Score -1723370 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1723493.750000 Penalty: 4820.457031
	Iteration 29Q: 3 clusters Score -1723494 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1723598.625000 Penalty: 4820.457031
	Iteration 30Q: 3 clusters Score -1723599 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1723684.375000 Penalty: 4820.457031
	Iteration 31Q: 3 clusters Score -1723684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1723764.125000 Penalty: 4820.457031
	Iteration 32Q: 3 clusters Score -1723764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1723824.750000 Penalty: 4820.457031
	Iteration 33Q: 3 clusters Score -1723825 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1723890.250000 Penalty: 4820.457031
	Iteration 34Q: 3 clusters Score -1723890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1723932.000000 Penalty: 4820.457031
	Iteration 35Q: 3 clusters Score -1723932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1723966.000000 Penalty: 4820.457031
	Iteration 36Q: 3 clusters Score -1723966 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1723995.875000 Penalty: 4820.457031
	Iteration 37Q: 3 clusters Score -1723996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1724010.875000 Penalty: 4820.457031
	Iteration 38Q: 3 clusters Score -1724011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1724029.500000 Penalty: 4820.457031
	Iteration 39Q: 3 clusters Score -1724030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1724054.625000 Penalty: 4820.457031
	Iteration 40F: 3 clusters Score -1724055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1724071.375000 Penalty: 4820.457031
	Iteration 41Q: 3 clusters Score -1724071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1724084.250000 Penalty: 4820.457031
	Iteration 42Q: 3 clusters Score -1724084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1724092.000000 Penalty: 4820.457031
	Iteration 43Q: 3 clusters Score -1724092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1724103.000000 Penalty: 4820.457031
	Iteration 44Q: 3 clusters Score -1724103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1724109.375000 Penalty: 4820.457031
	Iteration 45Q: 3 clusters Score -1724109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1724110.875000 Penalty: 4820.457031
	Iteration 46Q: 3 clusters Score -1724111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1724118.625000 Penalty: 4820.457031
	Iteration 47Q: 3 clusters Score -1724119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1724124.750000 Penalty: 4820.457031
	Iteration 48Q: 3 clusters Score -1724125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1724133.125000 Penalty: 4820.457031
	Iteration 49Q: 3 clusters Score -1724133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1724137.875000 Penalty: 4820.457031
	Iteration 50Q: 3 clusters Score -1724138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1724142.250000 Penalty: 4820.457031
	Iteration 51Q: 3 clusters Score -1724142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1724139.750000 Penalty: 4820.457031
	Iteration 52Q: 3 clusters Score -1724140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1724143.000000 Penalty: 4820.457031
	Iteration 53Q: 3 clusters Score -1724143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1724143.625000 Penalty: 4820.457031
	Iteration 54Q: 3 clusters Score -1724144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1724146.750000 Penalty: 4820.457031
	Iteration 55Q: 3 clusters Score -1724147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1724144.375000 Penalty: 4820.457031
	Iteration 56Q: 3 clusters Score -1724144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1724147.500000 Penalty: 4820.457031
	Iteration 57Q: 3 clusters Score -1724148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1724154.375000 Penalty: 4820.457031
	Iteration 58Q: 3 clusters Score -1724154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1724149.875000 Penalty: 4820.457031
	Iteration 59Q: 3 clusters Score -1724150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1724152.250000 Penalty: 4820.457031
	Iteration 60F: 3 clusters Score -1724152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1724158.000000 Penalty: 4820.457031
	Iteration 61Q: 3 clusters Score -1724158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1724167.750000 Penalty: 4820.457031
	Iteration 62Q: 3 clusters Score -1724168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1724169.500000 Penalty: 4820.457031
	Iteration 63Q: 3 clusters Score -1724170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1724173.250000 Penalty: 4820.457031
	Iteration 64Q: 3 clusters Score -1724173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1724175.500000 Penalty: 4820.457031
	Iteration 65Q: 3 clusters Score -1724176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1724176.500000 Penalty: 4820.457031
	Iteration 66Q: 3 clusters Score -1724176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1724177.125000 Penalty: 4820.457031
	Iteration 67Q: 3 clusters Score -1724177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1724182.500000 Penalty: 4820.457031
	Iteration 68Q: 3 clusters Score -1724182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1724181.750000 Penalty: 4820.457031
	Iteration 69Q: 3 clusters Score -1724182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1724181.125000 Penalty: 4820.457031
	Iteration 70Q: 3 clusters Score -1724181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1724177.500000 Penalty: 4820.457031
	Iteration 71Q: 3 clusters Score -1724178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1724178.125000 Penalty: 4820.457031
	Iteration 72Q: 3 clusters Score -1724178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1724178.000000 Penalty: 4820.457031
	Iteration 73Q: 3 clusters Score -1724178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1724182.500000 Penalty: 4820.457031
	Iteration 74Q: 3 clusters Score -1724182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1724182.250000 Penalty: 4820.457031
	Iteration 75Q: 3 clusters Score -1724182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1724183.625000 Penalty: 4820.457031
	Iteration 76Q: 3 clusters Score -1724184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1724185.875000 Penalty: 4820.457031
	Iteration 77Q: 3 clusters Score -1724186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1724187.500000 Penalty: 4820.457031
	Iteration 78Q: 3 clusters Score -1724188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1724183.875000 Penalty: 4820.457031
	Iteration 79Q: 3 clusters Score -1724184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1724184.375000 Penalty: 4820.457031
	Iteration 80F: 3 clusters Score -1724184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1724188.875000 Penalty: 4820.457031
	Iteration 81Q: 3 clusters Score -1724189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1724188.875000 Penalty: 4820.457031
	Iteration 82Q: 3 clusters Score -1724189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1724194.750000 Penalty: 4820.457031
	Iteration 83Q: 3 clusters Score -1724195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1724194.875000 Penalty: 4820.457031
	Iteration 84Q: 3 clusters Score -1724195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1724190.500000 Penalty: 4820.457031
	Iteration 85Q: 3 clusters Score -1724190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1724191.125000 Penalty: 4820.457031
	Iteration 86Q: 3 clusters Score -1724191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1724193.125000 Penalty: 4820.457031
	Iteration 87Q: 3 clusters Score -1724193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1724196.250000 Penalty: 4820.457031
	Iteration 88Q: 3 clusters Score -1724196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1724194.625000 Penalty: 4820.457031
	Iteration 89Q: 3 clusters Score -1724195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1724196.375000 Penalty: 4820.457031
	Iteration 90Q: 3 clusters Score -1724196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1724197.125000 Penalty: 4820.457031
	Iteration 91Q: 3 clusters Score -1724197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1724200.500000 Penalty: 4820.457031
	Iteration 92Q: 3 clusters Score -1724200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1724196.125000 Penalty: 4820.457031
	Iteration 93Q: 3 clusters Score -1724196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1724198.375000 Penalty: 4820.457031
	Iteration 94Q: 3 clusters Score -1724198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1724199.500000 Penalty: 4820.457031
	Iteration 95Q: 3 clusters Score -1724200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1724198.500000 Penalty: 4820.457031
	Iteration 96Q: 3 clusters Score -1724198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1724199.125000 Penalty: 4820.457031
	Iteration 97Q: 3 clusters Score -1724199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1724196.625000 Penalty: 4820.457031
	Iteration 98Q: 3 clusters Score -1724197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1724198.750000 Penalty: 4820.457031
	Iteration 99Q: 3 clusters Score -1724199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1724201.000000 Penalty: 4820.457031
	Iteration 100F: 3 clusters Score -1724201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1724201.000000 Penalty: 4820.457031
	Iteration 101Q: 3 clusters Score -1724201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1724201.125000 Penalty: 4820.457031
	Iteration 102Q: 3 clusters Score -1724201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1724199.750000 Penalty: 4820.457031
	Iteration 103Q: 3 clusters Score -1724200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1724199.750000 Penalty: 4820.457031
	Iteration 104F: 3 clusters Score -1724200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Entering Unmasked Estep 
Score: -212155456.000000 Penalty: 269481.718750
Splitting cluster 27 changes total score from -212149136.000000 to -212155456.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 28 (13028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Entering Unmasked Estep 
Score: -1336355.250000 Penalty: 2349.764404
	Iteration 0F: 2 clusters Score -1336355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1326874.625000 Penalty: 4699.528809
	Iteration 0F: 3 clusters Score -1326875 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1330427.625000 Penalty: 4699.528809
	Iteration 1F: 3 clusters Score -1330428 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1331326.625000 Penalty: 4699.528809
	Iteration 2F: 3 clusters Score -1331327 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1332250.375000 Penalty: 4699.528809
	Iteration 3F: 3 clusters Score -1332250 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1333007.375000 Penalty: 4699.528809
	Iteration 4F: 3 clusters Score -1333007 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1333586.375000 Penalty: 4699.528809
	Iteration 5F: 3 clusters Score -1333586 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1334067.875000 Penalty: 4699.528809
	Iteration 6F: 3 clusters Score -1334068 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1334384.625000 Penalty: 4699.528809
	Iteration 7Q: 3 clusters Score -1334385 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1334578.125000 Penalty: 4699.528809
	Iteration 8Q: 3 clusters Score -1334578 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1334693.000000 Penalty: 4699.528809
	Iteration 9Q: 3 clusters Score -1334693 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1334757.500000 Penalty: 4699.528809
	Iteration 10Q: 3 clusters Score -1334758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1334813.500000 Penalty: 4699.528809
	Iteration 11Q: 3 clusters Score -1334814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1334848.375000 Penalty: 4699.528809
	Iteration 12Q: 3 clusters Score -1334848 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1334885.750000 Penalty: 4699.528809
	Iteration 13Q: 3 clusters Score -1334886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1334919.500000 Penalty: 4699.528809
	Iteration 14Q: 3 clusters Score -1334920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1334948.625000 Penalty: 4699.528809
	Iteration 15Q: 3 clusters Score -1334949 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1334978.375000 Penalty: 4699.528809
	Iteration 16Q: 3 clusters Score -1334978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1335003.375000 Penalty: 4699.528809
	Iteration 17Q: 3 clusters Score -1335003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1335030.875000 Penalty: 4699.528809
	Iteration 18Q: 3 clusters Score -1335031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1335048.875000 Penalty: 4699.528809
	Iteration 19Q: 3 clusters Score -1335049 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1335074.125000 Penalty: 4699.528809
	Iteration 20F: 3 clusters Score -1335074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1335095.250000 Penalty: 4699.528809
	Iteration 21Q: 3 clusters Score -1335095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1335117.125000 Penalty: 4699.528809
	Iteration 22Q: 3 clusters Score -1335117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1335141.500000 Penalty: 4699.528809
	Iteration 23Q: 3 clusters Score -1335142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1335156.000000 Penalty: 4699.528809
	Iteration 24Q: 3 clusters Score -1335156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1335176.250000 Penalty: 4699.528809
	Iteration 25Q: 3 clusters Score -1335176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1335197.250000 Penalty: 4699.528809
	Iteration 26Q: 3 clusters Score -1335197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1335223.125000 Penalty: 4699.528809
	Iteration 27Q: 3 clusters Score -1335223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1335246.750000 Penalty: 4699.528809
	Iteration 28Q: 3 clusters Score -1335247 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1335270.500000 Penalty: 4699.528809
	Iteration 29Q: 3 clusters Score -1335270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1335298.750000 Penalty: 4699.528809
	Iteration 30Q: 3 clusters Score -1335299 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1335327.000000 Penalty: 4699.528809
	Iteration 31Q: 3 clusters Score -1335327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1335375.250000 Penalty: 4699.528809
	Iteration 32Q: 3 clusters Score -1335375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1335447.500000 Penalty: 4699.528809
	Iteration 33Q: 3 clusters Score -1335448 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1335536.250000 Penalty: 4699.528809
	Iteration 34Q: 3 clusters Score -1335536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1335624.250000 Penalty: 4699.528809
	Iteration 35Q: 3 clusters Score -1335624 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1335712.750000 Penalty: 4699.528809
	Iteration 36Q: 3 clusters Score -1335713 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1335804.375000 Penalty: 4699.528809
	Iteration 37Q: 3 clusters Score -1335804 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1335908.125000 Penalty: 4699.528809
	Iteration 38Q: 3 clusters Score -1335908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1336012.250000 Penalty: 4699.528809
	Iteration 39Q: 3 clusters Score -1336012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1336071.375000 Penalty: 4699.528809
	Iteration 40F: 3 clusters Score -1336071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1336107.125000 Penalty: 4699.528809
	Iteration 41Q: 3 clusters Score -1336107 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1336133.875000 Penalty: 4699.528809
	Iteration 42Q: 3 clusters Score -1336134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1336149.500000 Penalty: 4699.528809
	Iteration 43Q: 3 clusters Score -1336150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1336153.000000 Penalty: 4699.528809
	Iteration 44Q: 3 clusters Score -1336153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1336169.125000 Penalty: 4699.528809
	Iteration 45Q: 3 clusters Score -1336169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1336172.875000 Penalty: 4699.528809
	Iteration 46Q: 3 clusters Score -1336173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1336175.000000 Penalty: 4699.528809
	Iteration 47Q: 3 clusters Score -1336175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1336171.750000 Penalty: 4699.528809
	Iteration 48Q: 3 clusters Score -1336172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1336176.750000 Penalty: 4699.528809
	Iteration 49Q: 3 clusters Score -1336177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1336177.625000 Penalty: 4699.528809
	Iteration 50Q: 3 clusters Score -1336178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1336181.500000 Penalty: 4699.528809
	Iteration 51Q: 3 clusters Score -1336182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1336182.125000 Penalty: 4699.528809
	Iteration 52Q: 3 clusters Score -1336182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1336185.375000 Penalty: 4699.528809
	Iteration 53Q: 3 clusters Score -1336185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1336189.750000 Penalty: 4699.528809
	Iteration 54Q: 3 clusters Score -1336190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1336187.875000 Penalty: 4699.528809
	Iteration 55Q: 3 clusters Score -1336188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1336189.375000 Penalty: 4699.528809
	Iteration 56Q: 3 clusters Score -1336189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1336191.625000 Penalty: 4699.528809
	Iteration 57Q: 3 clusters Score -1336192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1336194.375000 Penalty: 4699.528809
	Iteration 58Q: 3 clusters Score -1336194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1336192.375000 Penalty: 4699.528809
	Iteration 59Q: 3 clusters Score -1336192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1336192.875000 Penalty: 4699.528809
	Iteration 60F: 3 clusters Score -1336193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1336194.000000 Penalty: 4699.528809
	Iteration 61Q: 3 clusters Score -1336194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1336195.625000 Penalty: 4699.528809
	Iteration 62Q: 3 clusters Score -1336196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1336197.625000 Penalty: 4699.528809
	Iteration 63Q: 3 clusters Score -1336198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1336198.875000 Penalty: 4699.528809
	Iteration 64Q: 3 clusters Score -1336199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1336197.750000 Penalty: 4699.528809
	Iteration 65Q: 3 clusters Score -1336198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1336197.750000 Penalty: 4699.528809
	Iteration 66F: 3 clusters Score -1336198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Entering Unmasked Estep 
Score: -1496327.000000 Penalty: 2360.839844
	Iteration 0F: 2 clusters Score -1496327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1486393.125000 Penalty: 4721.679688
	Iteration 0F: 3 clusters Score -1486393 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1489906.625000 Penalty: 4721.679688
	Iteration 1F: 3 clusters Score -1489907 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1490949.250000 Penalty: 4721.679688
	Iteration 2F: 3 clusters Score -1490949 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1492262.250000 Penalty: 4721.679688
	Iteration 3F: 3 clusters Score -1492262 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1493564.125000 Penalty: 4721.679688
	Iteration 4F: 3 clusters Score -1493564 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1494424.500000 Penalty: 4721.679688
	Iteration 5F: 3 clusters Score -1494424 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1494877.750000 Penalty: 4721.679688
	Iteration 6F: 3 clusters Score -1494878 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1495104.625000 Penalty: 4721.679688
	Iteration 7Q: 3 clusters Score -1495105 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1495211.000000 Penalty: 4721.679688
	Iteration 8Q: 3 clusters Score -1495211 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1495269.875000 Penalty: 4721.679688
	Iteration 9Q: 3 clusters Score -1495270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1495297.875000 Penalty: 4721.679688
	Iteration 10Q: 3 clusters Score -1495298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1495326.500000 Penalty: 4721.679688
	Iteration 11Q: 3 clusters Score -1495326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1495341.750000 Penalty: 4721.679688
	Iteration 12Q: 3 clusters Score -1495342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1495353.750000 Penalty: 4721.679688
	Iteration 13Q: 3 clusters Score -1495354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1495366.000000 Penalty: 4721.679688
	Iteration 14Q: 3 clusters Score -1495366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1495376.000000 Penalty: 4721.679688
	Iteration 15Q: 3 clusters Score -1495376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1495381.375000 Penalty: 4721.679688
	Iteration 16Q: 3 clusters Score -1495381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1495385.250000 Penalty: 4721.679688
	Iteration 17Q: 3 clusters Score -1495385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1495387.125000 Penalty: 4721.679688
	Iteration 18Q: 3 clusters Score -1495387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1495388.875000 Penalty: 4721.679688
	Iteration 19Q: 3 clusters Score -1495389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1495395.000000 Penalty: 4721.679688
	Iteration 20F: 3 clusters Score -1495395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1495394.750000 Penalty: 4721.679688
	Iteration 21Q: 3 clusters Score -1495395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1495399.750000 Penalty: 4721.679688
	Iteration 22Q: 3 clusters Score -1495400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1495396.125000 Penalty: 4721.679688
	Iteration 23Q: 3 clusters Score -1495396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1495398.750000 Penalty: 4721.679688
	Iteration 24Q: 3 clusters Score -1495399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1495398.625000 Penalty: 4721.679688
	Iteration 25Q: 3 clusters Score -1495399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1495402.625000 Penalty: 4721.679688
	Iteration 26Q: 3 clusters Score -1495403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1495407.625000 Penalty: 4721.679688
	Iteration 27Q: 3 clusters Score -1495408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1495406.250000 Penalty: 4721.679688
	Iteration 28Q: 3 clusters Score -1495406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1495410.750000 Penalty: 4721.679688
	Iteration 29Q: 3 clusters Score -1495411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1495413.375000 Penalty: 4721.679688
	Iteration 30Q: 3 clusters Score -1495413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1495414.750000 Penalty: 4721.679688
	Iteration 31Q: 3 clusters Score -1495415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1495416.125000 Penalty: 4721.679688
	Iteration 32Q: 3 clusters Score -1495416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1495419.000000 Penalty: 4721.679688
	Iteration 33Q: 3 clusters Score -1495419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1495422.125000 Penalty: 4721.679688
	Iteration 34Q: 3 clusters Score -1495422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1495420.250000 Penalty: 4721.679688
	Iteration 35Q: 3 clusters Score -1495420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1495422.375000 Penalty: 4721.679688
	Iteration 36Q: 3 clusters Score -1495422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1495425.125000 Penalty: 4721.679688
	Iteration 37Q: 3 clusters Score -1495425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1495425.625000 Penalty: 4721.679688
	Iteration 38Q: 3 clusters Score -1495426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1495428.250000 Penalty: 4721.679688
	Iteration 39Q: 3 clusters Score -1495428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1495428.875000 Penalty: 4721.679688
	Iteration 40F: 3 clusters Score -1495429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1495433.625000 Penalty: 4721.679688
	Iteration 41Q: 3 clusters Score -1495434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1495433.750000 Penalty: 4721.679688
	Iteration 42Q: 3 clusters Score -1495434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1495434.750000 Penalty: 4721.679688
	Iteration 43Q: 3 clusters Score -1495435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1495435.875000 Penalty: 4721.679688
	Iteration 44Q: 3 clusters Score -1495436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1495435.625000 Penalty: 4721.679688
	Iteration 45Q: 3 clusters Score -1495436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1495437.625000 Penalty: 4721.679688
	Iteration 46Q: 3 clusters Score -1495438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1495440.250000 Penalty: 4721.679688
	Iteration 47Q: 3 clusters Score -1495440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1495439.125000 Penalty: 4721.679688
	Iteration 48Q: 3 clusters Score -1495439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1495443.375000 Penalty: 4721.679688
	Iteration 49Q: 3 clusters Score -1495443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1495442.625000 Penalty: 4721.679688
	Iteration 50Q: 3 clusters Score -1495443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1495444.250000 Penalty: 4721.679688
	Iteration 51Q: 3 clusters Score -1495444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1495441.500000 Penalty: 4721.679688
	Iteration 52Q: 3 clusters Score -1495442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1495442.375000 Penalty: 4721.679688
	Iteration 53Q: 3 clusters Score -1495442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1495445.875000 Penalty: 4721.679688
	Iteration 54Q: 3 clusters Score -1495446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1495444.875000 Penalty: 4721.679688
	Iteration 55Q: 3 clusters Score -1495445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1495449.125000 Penalty: 4721.679688
	Iteration 56Q: 3 clusters Score -1495449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1495449.500000 Penalty: 4721.679688
	Iteration 57Q: 3 clusters Score -1495450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1495447.625000 Penalty: 4721.679688
	Iteration 58Q: 3 clusters Score -1495448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1495449.875000 Penalty: 4721.679688
	Iteration 59Q: 3 clusters Score -1495450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1495453.750000 Penalty: 4721.679688
	Iteration 60F: 3 clusters Score -1495454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1495458.500000 Penalty: 4721.679688
	Iteration 61Q: 3 clusters Score -1495458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1495456.500000 Penalty: 4721.679688
	Iteration 62Q: 3 clusters Score -1495456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1495455.875000 Penalty: 4721.679688
	Iteration 63Q: 3 clusters Score -1495456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1495458.500000 Penalty: 4721.679688
	Iteration 64Q: 3 clusters Score -1495458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1495459.875000 Penalty: 4721.679688
	Iteration 65Q: 3 clusters Score -1495460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1495459.625000 Penalty: 4721.679688
	Iteration 66Q: 3 clusters Score -1495460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1495461.250000 Penalty: 4721.679688
	Iteration 67Q: 3 clusters Score -1495461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1495459.250000 Penalty: 4721.679688
	Iteration 68Q: 3 clusters Score -1495459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1495457.500000 Penalty: 4721.679688
	Iteration 69Q: 3 clusters Score -1495458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1495461.125000 Penalty: 4721.679688
	Iteration 70Q: 3 clusters Score -1495461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1495461.000000 Penalty: 4721.679688
	Iteration 71Q: 3 clusters Score -1495461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1495459.625000 Penalty: 4721.679688
	Iteration 72Q: 3 clusters Score -1495460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1495461.250000 Penalty: 4721.679688
	Iteration 73Q: 3 clusters Score -1495461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1495461.125000 Penalty: 4721.679688
	Iteration 74Q: 3 clusters Score -1495461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1495459.375000 Penalty: 4721.679688
	Iteration 75Q: 3 clusters Score -1495459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1495460.625000 Penalty: 4721.679688
	Iteration 76Q: 3 clusters Score -1495461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1495460.125000 Penalty: 4721.679688
	Iteration 77Q: 3 clusters Score -1495460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1495460.625000 Penalty: 4721.679688
	Iteration 78Q: 3 clusters Score -1495461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1495462.250000 Penalty: 4721.679688
	Iteration 79Q: 3 clusters Score -1495462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1495459.000000 Penalty: 4721.679688
	Iteration 80F: 3 clusters Score -1495459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1495461.250000 Penalty: 4721.679688
	Iteration 81Q: 3 clusters Score -1495461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1495461.500000 Penalty: 4721.679688
	Iteration 82Q: 3 clusters Score -1495462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1495461.125000 Penalty: 4721.679688
	Iteration 83Q: 3 clusters Score -1495461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1495463.500000 Penalty: 4721.679688
	Iteration 84Q: 3 clusters Score -1495464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1495461.750000 Penalty: 4721.679688
	Iteration 85Q: 3 clusters Score -1495462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1495461.750000 Penalty: 4721.679688
	Iteration 86F: 3 clusters Score -1495462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -466479.531250 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -466479.5 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 2225 members 
Entering Unmasked Estep 
Score: -462372.125000 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -462372.1 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -463578.875000 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -463578.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -464186.656250 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -464186.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -464779.875000 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -464779.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -465221.406250 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -465221.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -465591.406250 Penalty: 4162.248535
	Iteration 5F: 3 clusters Score -465591.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -465762.968750 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -465763 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -465836.656250 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -465836.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -465868.156250 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -465868.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -465896.312500 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -465896.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -465920.656250 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -465920.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -465937.531250 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -465937.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -465943.031250 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -465943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -465948.968750 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -465949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -465955.218750 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -465955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -465959.000000 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -465959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -465960.250000 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -465960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -465960.968750 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -465961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -465961.281250 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -465961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -465962.906250 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -465962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -465962.625000 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -465962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -370578.062500 Penalty: 2051.724365
	Iteration 0F: 2 clusters Score -370578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -366767.312500 Penalty: 4103.448730
	Iteration 0F: 3 clusters Score -366767.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -367962.000000 Penalty: 4103.448730
	Iteration 1F: 3 clusters Score -367962 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -368682.500000 Penalty: 4103.448730
	Iteration 2F: 3 clusters Score -368682.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -369420.437500 Penalty: 4103.448730
	Iteration 3F: 3 clusters Score -369420.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -369811.781250 Penalty: 4103.448730
	Iteration 4F: 3 clusters Score -369811.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -370023.312500 Penalty: 4103.448730
	Iteration 5F: 3 clusters Score -370023.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -370152.250000 Penalty: 4103.448730
	Iteration 6Q: 3 clusters Score -370152.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -370232.781250 Penalty: 4103.448730
	Iteration 7Q: 3 clusters Score -370232.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -370310.843750 Penalty: 4103.448730
	Iteration 8Q: 3 clusters Score -370310.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -370360.562500 Penalty: 4103.448730
	Iteration 9Q: 3 clusters Score -370360.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -370390.250000 Penalty: 4103.448730
	Iteration 10Q: 3 clusters Score -370390.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -370415.750000 Penalty: 4103.448730
	Iteration 11Q: 3 clusters Score -370415.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -370438.531250 Penalty: 4103.448730
	Iteration 12Q: 3 clusters Score -370438.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -370455.125000 Penalty: 4103.448730
	Iteration 13Q: 3 clusters Score -370455.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -370465.625000 Penalty: 4103.448730
	Iteration 14Q: 3 clusters Score -370465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -370476.218750 Penalty: 4103.448730
	Iteration 15Q: 3 clusters Score -370476.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -370481.343750 Penalty: 4103.448730
	Iteration 16Q: 3 clusters Score -370481.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -370486.312500 Penalty: 4103.448730
	Iteration 17Q: 3 clusters Score -370486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -370492.437500 Penalty: 4103.448730
	Iteration 18Q: 3 clusters Score -370492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -370495.281250 Penalty: 4103.448730
	Iteration 19Q: 3 clusters Score -370495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -370499.656250 Penalty: 4103.448730
	Iteration 20F: 3 clusters Score -370499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -370502.687500 Penalty: 4103.448730
	Iteration 21Q: 3 clusters Score -370502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -370505.218750 Penalty: 4103.448730
	Iteration 22Q: 3 clusters Score -370505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -370506.562500 Penalty: 4103.448730
	Iteration 23Q: 3 clusters Score -370506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -370507.093750 Penalty: 4103.448730
	Iteration 24Q: 3 clusters Score -370507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -370507.062500 Penalty: 4103.448730
	Iteration 25Q: 3 clusters Score -370507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -370507.281250 Penalty: 4103.448730
	Iteration 26Q: 3 clusters Score -370507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -370507.906250 Penalty: 4103.448730
	Iteration 27Q: 3 clusters Score -370507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -370507.906250 Penalty: 4103.448730
	Iteration 28F: 3 clusters Score -370507.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Entering Unmasked Estep 
Score: -1307236.875000 Penalty: 2318.997803
	Iteration 0F: 2 clusters Score -1307237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1298627.875000 Penalty: 4637.995605
	Iteration 0F: 3 clusters Score -1298628 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1301311.250000 Penalty: 4637.995605
	Iteration 1F: 3 clusters Score -1301311 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1301850.500000 Penalty: 4637.995605
	Iteration 2F: 3 clusters Score -1301850 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1302351.000000 Penalty: 4637.995605
	Iteration 3F: 3 clusters Score -1302351 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1302816.000000 Penalty: 4637.995605
	Iteration 4F: 3 clusters Score -1302816 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1303238.375000 Penalty: 4637.995605
	Iteration 5F: 3 clusters Score -1303238 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1303596.000000 Penalty: 4637.995605
	Iteration 6F: 3 clusters Score -1303596 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1303911.000000 Penalty: 4637.995605
	Iteration 7Q: 3 clusters Score -1303911 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1304168.375000 Penalty: 4637.995605
	Iteration 8Q: 3 clusters Score -1304168 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1304372.375000 Penalty: 4637.995605
	Iteration 9Q: 3 clusters Score -1304372 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1304565.500000 Penalty: 4637.995605
	Iteration 10Q: 3 clusters Score -1304566 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1304743.500000 Penalty: 4637.995605
	Iteration 11Q: 3 clusters Score -1304744 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1304913.375000 Penalty: 4637.995605
	Iteration 12Q: 3 clusters Score -1304913 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1305076.750000 Penalty: 4637.995605
	Iteration 13Q: 3 clusters Score -1305077 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1305268.000000 Penalty: 4637.995605
	Iteration 14Q: 3 clusters Score -1305268 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1305458.750000 Penalty: 4637.995605
	Iteration 15Q: 3 clusters Score -1305459 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1305661.875000 Penalty: 4637.995605
	Iteration 16Q: 3 clusters Score -1305662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1305849.500000 Penalty: 4637.995605
	Iteration 17Q: 3 clusters Score -1305850 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1306047.000000 Penalty: 4637.995605
	Iteration 18Q: 3 clusters Score -1306047 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1306244.750000 Penalty: 4637.995605
	Iteration 19Q: 3 clusters Score -1306245 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1306473.750000 Penalty: 4637.995605
	Iteration 20F: 3 clusters Score -1306474 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1306863.375000 Penalty: 4637.995605
	Iteration 21Q: 3 clusters Score -1306863 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1307641.625000 Penalty: 4637.995605
	Iteration 22Q: 3 clusters Score -1307642 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1308855.750000 Penalty: 4637.995605
	Iteration 23Q: 3 clusters Score -1308856 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1309857.375000 Penalty: 4637.995605
	Iteration 24Q: 3 clusters Score -1309857 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1310087.625000 Penalty: 4637.995605
	Iteration 25Q: 3 clusters Score -1310088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1310142.375000 Penalty: 4637.995605
	Iteration 26Q: 3 clusters Score -1310142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1310158.250000 Penalty: 4637.995605
	Iteration 27Q: 3 clusters Score -1310158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1310166.125000 Penalty: 4637.995605
	Iteration 28Q: 3 clusters Score -1310166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1310166.750000 Penalty: 4637.995605
	Iteration 29Q: 3 clusters Score -1310167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1310167.750000 Penalty: 4637.995605
	Iteration 30Q: 3 clusters Score -1310168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1310168.500000 Penalty: 4637.995605
	Iteration 31F: 3 clusters Score -1310168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1310169.750000 Penalty: 4637.995605
	Iteration 32Q: 3 clusters Score -1310170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1310169.750000 Penalty: 4637.995605
	Iteration 33F: 3 clusters Score -1310170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 10449 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Entering Unmasked Estep 
Score: -212156736.000000 Penalty: 273074.812500
Splitting cluster 32 changes total score from -212149136.000000 to -212156736.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 33 (173003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Entering Unmasked Estep 
Score: -18340702.000000 Penalty: 2991.143799
	Iteration 0F: 2 clusters Score -1.83407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -18224332.000000 Penalty: 5982.287598
	Iteration 0F: 3 clusters Score -1.822433e+07 nChanged 83257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -18274990.000000 Penalty: 5982.287598
	Iteration 1F: 3 clusters Score -1.827499e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -18278616.000000 Penalty: 5982.287598
	Iteration 2Q: 3 clusters Score -1.827862e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -18283368.000000 Penalty: 5982.287598
	Iteration 3F: 3 clusters Score -1.828337e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -18288830.000000 Penalty: 5982.287598
	Iteration 4F: 3 clusters Score -1.828883e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -18294290.000000 Penalty: 5982.287598
	Iteration 5F: 3 clusters Score -1.829429e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111382 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -18299444.000000 Penalty: 5982.287598
	Iteration 6F: 3 clusters Score -1.829944e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -18304532.000000 Penalty: 5982.287598
	Iteration 7F: 3 clusters Score -1.830453e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124769 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -18309424.000000 Penalty: 5982.287598
	Iteration 8Q: 3 clusters Score -1.830942e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -18314138.000000 Penalty: 5982.287598
	Iteration 9Q: 3 clusters Score -1.831414e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139610 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -18318870.000000 Penalty: 5982.287598
	Iteration 10Q: 3 clusters Score -1.831887e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -18323670.000000 Penalty: 5982.287598
	Iteration 11Q: 3 clusters Score -1.832367e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -18327738.000000 Penalty: 5982.287598
	Iteration 12Q: 3 clusters Score -1.832774e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -18331044.000000 Penalty: 5982.287598
	Iteration 13Q: 3 clusters Score -1.833104e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -18333530.000000 Penalty: 5982.287598
	Iteration 14Q: 3 clusters Score -1.833353e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165088 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -18335356.000000 Penalty: 5982.287598
	Iteration 15Q: 3 clusters Score -1.833536e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -18336506.000000 Penalty: 5982.287598
	Iteration 16Q: 3 clusters Score -1.833651e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -18337328.000000 Penalty: 5982.287598
	Iteration 17Q: 3 clusters Score -1.833733e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18337870.000000 Penalty: 5982.287598
	Iteration 18Q: 3 clusters Score -1.833787e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -18338220.000000 Penalty: 5982.287598
	Iteration 19Q: 3 clusters Score -1.833822e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -18338456.000000 Penalty: 5982.287598
	Iteration 20F: 3 clusters Score -1.833846e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -18338576.000000 Penalty: 5982.287598
	Iteration 21Q: 3 clusters Score -1.833858e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -18338664.000000 Penalty: 5982.287598
	Iteration 22Q: 3 clusters Score -1.833866e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170899 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18338744.000000 Penalty: 5982.287598
	Iteration 23Q: 3 clusters Score -1.833874e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -18338814.000000 Penalty: 5982.287598
	Iteration 24Q: 3 clusters Score -1.833881e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18338862.000000 Penalty: 5982.287598
	Iteration 25Q: 3 clusters Score -1.833886e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171172 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -18338888.000000 Penalty: 5982.287598
	Iteration 26Q: 3 clusters Score -1.833889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -18338896.000000 Penalty: 5982.287598
	Iteration 27Q: 3 clusters Score -1.83389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171268 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -18338932.000000 Penalty: 5982.287598
	Iteration 28Q: 3 clusters Score -1.833893e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171312 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -18338930.000000 Penalty: 5982.287598
	Iteration 29Q: 3 clusters Score -1.833893e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171347 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -18338940.000000 Penalty: 5982.287598
	Iteration 30Q: 3 clusters Score -1.833894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171377 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18338962.000000 Penalty: 5982.287598
	Iteration 31Q: 3 clusters Score -1.833896e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18338958.000000 Penalty: 5982.287598
	Iteration 32Q: 3 clusters Score -1.833896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18338992.000000 Penalty: 5982.287598
	Iteration 33Q: 3 clusters Score -1.833899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -18339004.000000 Penalty: 5982.287598
	Iteration 34Q: 3 clusters Score -1.8339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -18339028.000000 Penalty: 5982.287598
	Iteration 35Q: 3 clusters Score -1.833903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18339074.000000 Penalty: 5982.287598
	Iteration 36Q: 3 clusters Score -1.833907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -18339062.000000 Penalty: 5982.287598
	Iteration 37Q: 3 clusters Score -1.833906e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171520 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -18339052.000000 Penalty: 5982.287598
	Iteration 38Q: 3 clusters Score -1.833905e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171532 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -18339092.000000 Penalty: 5982.287598
	Iteration 39Q: 3 clusters Score -1.833909e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171551 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18339102.000000 Penalty: 5982.287598
	Iteration 40F: 3 clusters Score -1.83391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171579 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18339104.000000 Penalty: 5982.287598
	Iteration 41Q: 3 clusters Score -1.83391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171586 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -18339138.000000 Penalty: 5982.287598
	Iteration 42Q: 3 clusters Score -1.833914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18339170.000000 Penalty: 5982.287598
	Iteration 43Q: 3 clusters Score -1.833917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -18339192.000000 Penalty: 5982.287598
	Iteration 44Q: 3 clusters Score -1.833919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -18339236.000000 Penalty: 5982.287598
	Iteration 45Q: 3 clusters Score -1.833924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18339254.000000 Penalty: 5982.287598
	Iteration 46Q: 3 clusters Score -1.833925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18339256.000000 Penalty: 5982.287598
	Iteration 47Q: 3 clusters Score -1.833926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171603 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -18339250.000000 Penalty: 5982.287598
	Iteration 48Q: 3 clusters Score -1.833925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -18339242.000000 Penalty: 5982.287598
	Iteration 49Q: 3 clusters Score -1.833924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171607 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18339262.000000 Penalty: 5982.287598
	Iteration 50Q: 3 clusters Score -1.833926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171611 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18339260.000000 Penalty: 5982.287598
	Iteration 51Q: 3 clusters Score -1.833926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -18339270.000000 Penalty: 5982.287598
	Iteration 52Q: 3 clusters Score -1.833927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18339270.000000 Penalty: 5982.287598
	Iteration 53Q: 3 clusters Score -1.833927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171607 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18339274.000000 Penalty: 5982.287598
	Iteration 54Q: 3 clusters Score -1.833927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -18339278.000000 Penalty: 5982.287598
	Iteration 55Q: 3 clusters Score -1.833928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -18339282.000000 Penalty: 5982.287598
	Iteration 56Q: 3 clusters Score -1.833928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -18339280.000000 Penalty: 5982.287598
	Iteration 57Q: 3 clusters Score -1.833928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171611 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18339284.000000 Penalty: 5982.287598
	Iteration 58Q: 3 clusters Score -1.833928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -18339274.000000 Penalty: 5982.287598
	Iteration 59Q: 3 clusters Score -1.833927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171611 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18339276.000000 Penalty: 5982.287598
	Iteration 60F: 3 clusters Score -1.833928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Entering Unmasked Estep 
Score: -977297.750000 Penalty: 2295.056885
	Iteration 0F: 2 clusters Score -977297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -969286.312500 Penalty: 4590.113770
	Iteration 0F: 3 clusters Score -969286.3 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -972449.125000 Penalty: 4590.113770
	Iteration 1F: 3 clusters Score -972449.1 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -973726.187500 Penalty: 4590.113770
	Iteration 2F: 3 clusters Score -973726.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -974931.437500 Penalty: 4590.113770
	Iteration 3F: 3 clusters Score -974931.4 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -975842.375000 Penalty: 4590.113770
	Iteration 4F: 3 clusters Score -975842.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -976335.875000 Penalty: 4590.113770
	Iteration 5F: 3 clusters Score -976335.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -976565.250000 Penalty: 4590.113770
	Iteration 6Q: 3 clusters Score -976565.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -976700.187500 Penalty: 4590.113770
	Iteration 7Q: 3 clusters Score -976700.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -976790.375000 Penalty: 4590.113770
	Iteration 8Q: 3 clusters Score -976790.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -976880.625000 Penalty: 4590.113770
	Iteration 9Q: 3 clusters Score -976880.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -976950.312500 Penalty: 4590.113770
	Iteration 10Q: 3 clusters Score -976950.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -977015.000000 Penalty: 4590.113770
	Iteration 11Q: 3 clusters Score -977015 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -977089.937500 Penalty: 4590.113770
	Iteration 12Q: 3 clusters Score -977089.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -977151.500000 Penalty: 4590.113770
	Iteration 13Q: 3 clusters Score -977151.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -977202.562500 Penalty: 4590.113770
	Iteration 14Q: 3 clusters Score -977202.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -977259.500000 Penalty: 4590.113770
	Iteration 15Q: 3 clusters Score -977259.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -977328.437500 Penalty: 4590.113770
	Iteration 16Q: 3 clusters Score -977328.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -977394.750000 Penalty: 4590.113770
	Iteration 17Q: 3 clusters Score -977394.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -977444.625000 Penalty: 4590.113770
	Iteration 18Q: 3 clusters Score -977444.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -977488.625000 Penalty: 4590.113770
	Iteration 19Q: 3 clusters Score -977488.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -977557.250000 Penalty: 4590.113770
	Iteration 20F: 3 clusters Score -977557.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -977623.312500 Penalty: 4590.113770
	Iteration 21Q: 3 clusters Score -977623.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -977699.250000 Penalty: 4590.113770
	Iteration 22Q: 3 clusters Score -977699.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -977757.875000 Penalty: 4590.113770
	Iteration 23Q: 3 clusters Score -977757.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -977799.250000 Penalty: 4590.113770
	Iteration 24Q: 3 clusters Score -977799.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -977822.250000 Penalty: 4590.113770
	Iteration 25Q: 3 clusters Score -977822.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -977837.437500 Penalty: 4590.113770
	Iteration 26Q: 3 clusters Score -977837.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -977855.500000 Penalty: 4590.113770
	Iteration 27Q: 3 clusters Score -977855.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -977864.187500 Penalty: 4590.113770
	Iteration 28Q: 3 clusters Score -977864.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -977871.625000 Penalty: 4590.113770
	Iteration 29Q: 3 clusters Score -977871.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -977875.187500 Penalty: 4590.113770
	Iteration 30Q: 3 clusters Score -977875.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -977881.437500 Penalty: 4590.113770
	Iteration 31Q: 3 clusters Score -977881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -977885.375000 Penalty: 4590.113770
	Iteration 32Q: 3 clusters Score -977885.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -977886.750000 Penalty: 4590.113770
	Iteration 33Q: 3 clusters Score -977886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -977888.500000 Penalty: 4590.113770
	Iteration 34Q: 3 clusters Score -977888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -977887.437500 Penalty: 4590.113770
	Iteration 35Q: 3 clusters Score -977887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -977888.000000 Penalty: 4590.113770
	Iteration 36Q: 3 clusters Score -977888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -977888.437500 Penalty: 4590.113770
	Iteration 37Q: 3 clusters Score -977888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -977888.437500 Penalty: 4590.113770
	Iteration 38F: 3 clusters Score -977888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 27858 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Entering Unmasked Estep 
Score: -212156352.000000 Penalty: 276667.906250
Splitting cluster 34 changes total score from -212149136.000000 to -212156352.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 35 (64950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Entering Unmasked Estep 
Score: -7428490.500000 Penalty: 2748.180664
	Iteration 0F: 2 clusters Score -7428490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7384899.500000 Penalty: 5496.361328
	Iteration 0F: 3 clusters Score -7384900 nChanged 30356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -7402920.500000 Penalty: 5496.361328
	Iteration 1F: 3 clusters Score -7402920 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7404416.500000 Penalty: 5496.361328
	Iteration 2F: 3 clusters Score -7404416 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7406730.000000 Penalty: 5496.361328
	Iteration 3F: 3 clusters Score -7406730 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -7409865.500000 Penalty: 5496.361328
	Iteration 4F: 3 clusters Score -7409866 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -7413480.000000 Penalty: 5496.361328
	Iteration 5F: 3 clusters Score -7413480 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -7417300.000000 Penalty: 5496.361328
	Iteration 6F: 3 clusters Score -7417300 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7420624.500000 Penalty: 5496.361328
	Iteration 7F: 3 clusters Score -7420624 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7423073.500000 Penalty: 5496.361328
	Iteration 8Q: 3 clusters Score -7423074 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7424621.000000 Penalty: 5496.361328
	Iteration 9Q: 3 clusters Score -7424621 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -7425558.500000 Penalty: 5496.361328
	Iteration 10Q: 3 clusters Score -7425558 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -7426057.500000 Penalty: 5496.361328
	Iteration 11Q: 3 clusters Score -7426058 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -7426354.000000 Penalty: 5496.361328
	Iteration 12Q: 3 clusters Score -7426354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -7426534.000000 Penalty: 5496.361328
	Iteration 13Q: 3 clusters Score -7426534 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -7426649.500000 Penalty: 5496.361328
	Iteration 14Q: 3 clusters Score -7426650 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -7426727.000000 Penalty: 5496.361328
	Iteration 15Q: 3 clusters Score -7426727 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -7426772.000000 Penalty: 5496.361328
	Iteration 16Q: 3 clusters Score -7426772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -7426796.000000 Penalty: 5496.361328
	Iteration 17Q: 3 clusters Score -7426796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -7426830.000000 Penalty: 5496.361328
	Iteration 18Q: 3 clusters Score -7426830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -7426848.500000 Penalty: 5496.361328
	Iteration 19Q: 3 clusters Score -7426848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -7426861.500000 Penalty: 5496.361328
	Iteration 20F: 3 clusters Score -7426862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -7426867.000000 Penalty: 5496.361328
	Iteration 21Q: 3 clusters Score -7426867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -7426878.500000 Penalty: 5496.361328
	Iteration 22Q: 3 clusters Score -7426878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -7426901.000000 Penalty: 5496.361328
	Iteration 23Q: 3 clusters Score -7426901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -7426908.000000 Penalty: 5496.361328
	Iteration 24Q: 3 clusters Score -7426908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -7426907.000000 Penalty: 5496.361328
	Iteration 25Q: 3 clusters Score -7426907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7426909.000000 Penalty: 5496.361328
	Iteration 26Q: 3 clusters Score -7426909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -7426910.500000 Penalty: 5496.361328
	Iteration 27Q: 3 clusters Score -7426910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -7426914.500000 Penalty: 5496.361328
	Iteration 28Q: 3 clusters Score -7426914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -7426914.000000 Penalty: 5496.361328
	Iteration 29Q: 3 clusters Score -7426914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -7426916.000000 Penalty: 5496.361328
	Iteration 30Q: 3 clusters Score -7426916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -7426927.500000 Penalty: 5496.361328
	Iteration 31Q: 3 clusters Score -7426928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -7426928.000000 Penalty: 5496.361328
	Iteration 32Q: 3 clusters Score -7426928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -7426931.000000 Penalty: 5496.361328
	Iteration 33Q: 3 clusters Score -7426931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -7426924.500000 Penalty: 5496.361328
	Iteration 34Q: 3 clusters Score -7426924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -7426921.500000 Penalty: 5496.361328
	Iteration 35Q: 3 clusters Score -7426922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -7426921.500000 Penalty: 5496.361328
	Iteration 36F: 3 clusters Score -7426922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Entering Unmasked Estep 
Score: -3182503.250000 Penalty: 2538.249268
	Iteration 0F: 2 clusters Score -3182503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3163425.500000 Penalty: 5076.498535
	Iteration 0F: 3 clusters Score -3163426 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3170301.250000 Penalty: 5076.498535
	Iteration 1F: 3 clusters Score -3170301 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3170938.250000 Penalty: 5076.498535
	Iteration 2F: 3 clusters Score -3170938 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3171564.250000 Penalty: 5076.498535
	Iteration 3F: 3 clusters Score -3171564 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3172249.500000 Penalty: 5076.498535
	Iteration 4F: 3 clusters Score -3172250 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3172954.250000 Penalty: 5076.498535
	Iteration 5F: 3 clusters Score -3172954 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3173708.250000 Penalty: 5076.498535
	Iteration 6F: 3 clusters Score -3173708 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3174414.250000 Penalty: 5076.498535
	Iteration 7Q: 3 clusters Score -3174414 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3175095.500000 Penalty: 5076.498535
	Iteration 8Q: 3 clusters Score -3175096 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3175683.250000 Penalty: 5076.498535
	Iteration 9Q: 3 clusters Score -3175683 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3176219.250000 Penalty: 5076.498535
	Iteration 10Q: 3 clusters Score -3176219 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3176721.500000 Penalty: 5076.498535
	Iteration 11Q: 3 clusters Score -3176722 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3177203.000000 Penalty: 5076.498535
	Iteration 12Q: 3 clusters Score -3177203 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3177558.250000 Penalty: 5076.498535
	Iteration 13Q: 3 clusters Score -3177558 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3177775.500000 Penalty: 5076.498535
	Iteration 14Q: 3 clusters Score -3177776 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3177920.250000 Penalty: 5076.498535
	Iteration 15Q: 3 clusters Score -3177920 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3178013.750000 Penalty: 5076.498535
	Iteration 16Q: 3 clusters Score -3178014 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3178087.000000 Penalty: 5076.498535
	Iteration 17Q: 3 clusters Score -3178087 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3178146.250000 Penalty: 5076.498535
	Iteration 18Q: 3 clusters Score -3178146 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3178208.750000 Penalty: 5076.498535
	Iteration 19Q: 3 clusters Score -3178209 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3178253.000000 Penalty: 5076.498535
	Iteration 20F: 3 clusters Score -3178253 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3178304.250000 Penalty: 5076.498535
	Iteration 21Q: 3 clusters Score -3178304 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3178376.000000 Penalty: 5076.498535
	Iteration 22Q: 3 clusters Score -3178376 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3178455.250000 Penalty: 5076.498535
	Iteration 23Q: 3 clusters Score -3178455 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3178574.000000 Penalty: 5076.498535
	Iteration 24Q: 3 clusters Score -3178574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3178731.500000 Penalty: 5076.498535
	Iteration 25Q: 3 clusters Score -3178732 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3179060.500000 Penalty: 5076.498535
	Iteration 26Q: 3 clusters Score -3179060 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3179775.500000 Penalty: 5076.498535
	Iteration 27Q: 3 clusters Score -3179776 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3181222.250000 Penalty: 5076.498535
	Iteration 28Q: 3 clusters Score -3181222 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3183034.000000 Penalty: 5076.498535
	Iteration 29Q: 3 clusters Score -3183034 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3184713.750000 Penalty: 5076.498535
	Iteration 30Q: 3 clusters Score -3184714 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3186097.000000 Penalty: 5076.498535
	Iteration 31Q: 3 clusters Score -3186097 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3186872.750000 Penalty: 5076.498535
	Iteration 32Q: 3 clusters Score -3186873 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3187221.500000 Penalty: 5076.498535
	Iteration 33Q: 3 clusters Score -3187222 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3187345.250000 Penalty: 5076.498535
	Iteration 34Q: 3 clusters Score -3187345 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3187396.000000 Penalty: 5076.498535
	Iteration 35Q: 3 clusters Score -3187396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3187437.250000 Penalty: 5076.498535
	Iteration 36Q: 3 clusters Score -3187437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3187459.000000 Penalty: 5076.498535
	Iteration 37Q: 3 clusters Score -3187459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3187467.750000 Penalty: 5076.498535
	Iteration 38Q: 3 clusters Score -3187468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3187470.500000 Penalty: 5076.498535
	Iteration 39Q: 3 clusters Score -3187470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3187503.000000 Penalty: 5076.498535
	Iteration 40F: 3 clusters Score -3187503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3187508.250000 Penalty: 5076.498535
	Iteration 41Q: 3 clusters Score -3187508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3187504.250000 Penalty: 5076.498535
	Iteration 42Q: 3 clusters Score -3187504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3187507.750000 Penalty: 5076.498535
	Iteration 43Q: 3 clusters Score -3187508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3187507.250000 Penalty: 5076.498535
	Iteration 44Q: 3 clusters Score -3187507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3187510.500000 Penalty: 5076.498535
	Iteration 45Q: 3 clusters Score -3187510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3187514.000000 Penalty: 5076.498535
	Iteration 46Q: 3 clusters Score -3187514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3187512.000000 Penalty: 5076.498535
	Iteration 47Q: 3 clusters Score -3187512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3187508.000000 Penalty: 5076.498535
	Iteration 48Q: 3 clusters Score -3187508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3187510.000000 Penalty: 5076.498535
	Iteration 49Q: 3 clusters Score -3187510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3187510.500000 Penalty: 5076.498535
	Iteration 50Q: 3 clusters Score -3187510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3187515.750000 Penalty: 5076.498535
	Iteration 51Q: 3 clusters Score -3187516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3187514.750000 Penalty: 5076.498535
	Iteration 52Q: 3 clusters Score -3187515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3187515.250000 Penalty: 5076.498535
	Iteration 53Q: 3 clusters Score -3187515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3187514.000000 Penalty: 5076.498535
	Iteration 54Q: 3 clusters Score -3187514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3187511.750000 Penalty: 5076.498535
	Iteration 55Q: 3 clusters Score -3187512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3187511.750000 Penalty: 5076.498535
	Iteration 56F: 3 clusters Score -3187512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 23314 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Entering Unmasked Estep 
Score: -212159552.000000 Penalty: 280260.968750
Splitting cluster 36 changes total score from -212149136.000000 to -212159552.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 37 (23314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Entering Unmasked Estep 
Score: -2666845.000000 Penalty: 2494.088623
	Iteration 0F: 2 clusters Score -2666845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2650776.250000 Penalty: 4988.177246
	Iteration 0F: 3 clusters Score -2650776 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2656520.750000 Penalty: 4988.177246
	Iteration 1F: 3 clusters Score -2656521 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2657239.500000 Penalty: 4988.177246
	Iteration 2F: 3 clusters Score -2657240 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2658086.750000 Penalty: 4988.177246
	Iteration 3F: 3 clusters Score -2658087 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2659069.500000 Penalty: 4988.177246
	Iteration 4F: 3 clusters Score -2659070 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2660257.500000 Penalty: 4988.177246
	Iteration 5F: 3 clusters Score -2660258 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2661797.000000 Penalty: 4988.177246
	Iteration 6F: 3 clusters Score -2661797 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2663380.000000 Penalty: 4988.177246
	Iteration 7F: 3 clusters Score -2663380 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2664481.750000 Penalty: 4988.177246
	Iteration 8F: 3 clusters Score -2664482 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2665242.500000 Penalty: 4988.177246
	Iteration 9Q: 3 clusters Score -2665242 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2665860.250000 Penalty: 4988.177246
	Iteration 10Q: 3 clusters Score -2665860 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2666349.000000 Penalty: 4988.177246
	Iteration 11Q: 3 clusters Score -2666349 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2666735.000000 Penalty: 4988.177246
	Iteration 12Q: 3 clusters Score -2666735 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2667040.250000 Penalty: 4988.177246
	Iteration 13Q: 3 clusters Score -2667040 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2667271.500000 Penalty: 4988.177246
	Iteration 14Q: 3 clusters Score -2667272 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2667458.000000 Penalty: 4988.177246
	Iteration 15Q: 3 clusters Score -2667458 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2667655.250000 Penalty: 4988.177246
	Iteration 16Q: 3 clusters Score -2667655 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2667805.750000 Penalty: 4988.177246
	Iteration 17Q: 3 clusters Score -2667806 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2667915.750000 Penalty: 4988.177246
	Iteration 18Q: 3 clusters Score -2667916 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2667980.250000 Penalty: 4988.177246
	Iteration 19Q: 3 clusters Score -2667980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2668038.750000 Penalty: 4988.177246
	Iteration 20F: 3 clusters Score -2668039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2668090.250000 Penalty: 4988.177246
	Iteration 21Q: 3 clusters Score -2668090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2668141.750000 Penalty: 4988.177246
	Iteration 22Q: 3 clusters Score -2668142 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2668184.500000 Penalty: 4988.177246
	Iteration 23Q: 3 clusters Score -2668184 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2668222.250000 Penalty: 4988.177246
	Iteration 24Q: 3 clusters Score -2668222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2668261.500000 Penalty: 4988.177246
	Iteration 25Q: 3 clusters Score -2668262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2668283.750000 Penalty: 4988.177246
	Iteration 26Q: 3 clusters Score -2668284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2668309.750000 Penalty: 4988.177246
	Iteration 27Q: 3 clusters Score -2668310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2668329.000000 Penalty: 4988.177246
	Iteration 28Q: 3 clusters Score -2668329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2668344.500000 Penalty: 4988.177246
	Iteration 29Q: 3 clusters Score -2668344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2668352.500000 Penalty: 4988.177246
	Iteration 30Q: 3 clusters Score -2668352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2668371.750000 Penalty: 4988.177246
	Iteration 31Q: 3 clusters Score -2668372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2668386.500000 Penalty: 4988.177246
	Iteration 32Q: 3 clusters Score -2668386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2668396.750000 Penalty: 4988.177246
	Iteration 33Q: 3 clusters Score -2668397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2668414.250000 Penalty: 4988.177246
	Iteration 34Q: 3 clusters Score -2668414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2668417.000000 Penalty: 4988.177246
	Iteration 35Q: 3 clusters Score -2668417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2668418.750000 Penalty: 4988.177246
	Iteration 36Q: 3 clusters Score -2668419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2668416.250000 Penalty: 4988.177246
	Iteration 37Q: 3 clusters Score -2668416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2668420.500000 Penalty: 4988.177246
	Iteration 38Q: 3 clusters Score -2668420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2668425.500000 Penalty: 4988.177246
	Iteration 39Q: 3 clusters Score -2668426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2668428.500000 Penalty: 4988.177246
	Iteration 40F: 3 clusters Score -2668428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2668438.250000 Penalty: 4988.177246
	Iteration 41Q: 3 clusters Score -2668438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2668429.750000 Penalty: 4988.177246
	Iteration 42Q: 3 clusters Score -2668430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2668430.000000 Penalty: 4988.177246
	Iteration 43Q: 3 clusters Score -2668430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2668434.000000 Penalty: 4988.177246
	Iteration 44Q: 3 clusters Score -2668434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2668438.000000 Penalty: 4988.177246
	Iteration 45Q: 3 clusters Score -2668438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2668437.500000 Penalty: 4988.177246
	Iteration 46Q: 3 clusters Score -2668438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2668439.750000 Penalty: 4988.177246
	Iteration 47Q: 3 clusters Score -2668440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2668442.000000 Penalty: 4988.177246
	Iteration 48Q: 3 clusters Score -2668442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2668445.000000 Penalty: 4988.177246
	Iteration 49Q: 3 clusters Score -2668445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2668445.750000 Penalty: 4988.177246
	Iteration 50Q: 3 clusters Score -2668446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2668446.250000 Penalty: 4988.177246
	Iteration 51Q: 3 clusters Score -2668446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2668446.750000 Penalty: 4988.177246
	Iteration 52Q: 3 clusters Score -2668447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2668449.000000 Penalty: 4988.177246
	Iteration 53Q: 3 clusters Score -2668449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2668447.500000 Penalty: 4988.177246
	Iteration 54Q: 3 clusters Score -2668448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2668449.500000 Penalty: 4988.177246
	Iteration 55Q: 3 clusters Score -2668450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2668446.750000 Penalty: 4988.177246
	Iteration 56Q: 3 clusters Score -2668447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2668446.750000 Penalty: 4988.177246
	Iteration 57F: 3 clusters Score -2668447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 13039 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Entering Unmasked Estep 
Score: -212159568.000000 Penalty: 283854.062500
Splitting cluster 37 changes total score from -212149136.000000 to -212159568.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 38 (13039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Entering Unmasked Estep 
Score: -1413739.750000 Penalty: 2349.973633
	Iteration 0F: 2 clusters Score -1413740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1404146.375000 Penalty: 4699.947266
	Iteration 0F: 3 clusters Score -1404146 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1407777.500000 Penalty: 4699.947266
	Iteration 1F: 3 clusters Score -1407778 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1408865.500000 Penalty: 4699.947266
	Iteration 2F: 3 clusters Score -1408866 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1409957.875000 Penalty: 4699.947266
	Iteration 3F: 3 clusters Score -1409958 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1410955.250000 Penalty: 4699.947266
	Iteration 4F: 3 clusters Score -1410955 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1411827.875000 Penalty: 4699.947266
	Iteration 5F: 3 clusters Score -1411828 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1412532.875000 Penalty: 4699.947266
	Iteration 6F: 3 clusters Score -1412533 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1413007.500000 Penalty: 4699.947266
	Iteration 7Q: 3 clusters Score -1413008 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1413253.000000 Penalty: 4699.947266
	Iteration 8Q: 3 clusters Score -1413253 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1413368.125000 Penalty: 4699.947266
	Iteration 9Q: 3 clusters Score -1413368 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1413445.750000 Penalty: 4699.947266
	Iteration 10Q: 3 clusters Score -1413446 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1413514.375000 Penalty: 4699.947266
	Iteration 11Q: 3 clusters Score -1413514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1413557.750000 Penalty: 4699.947266
	Iteration 12Q: 3 clusters Score -1413558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1413573.875000 Penalty: 4699.947266
	Iteration 13Q: 3 clusters Score -1413574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1413594.250000 Penalty: 4699.947266
	Iteration 14Q: 3 clusters Score -1413594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1413607.000000 Penalty: 4699.947266
	Iteration 15Q: 3 clusters Score -1413607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1413619.750000 Penalty: 4699.947266
	Iteration 16Q: 3 clusters Score -1413620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1413631.000000 Penalty: 4699.947266
	Iteration 17Q: 3 clusters Score -1413631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1413637.375000 Penalty: 4699.947266
	Iteration 18Q: 3 clusters Score -1413637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1413645.000000 Penalty: 4699.947266
	Iteration 19Q: 3 clusters Score -1413645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1413655.000000 Penalty: 4699.947266
	Iteration 20F: 3 clusters Score -1413655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1413662.000000 Penalty: 4699.947266
	Iteration 21Q: 3 clusters Score -1413662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1413663.000000 Penalty: 4699.947266
	Iteration 22Q: 3 clusters Score -1413663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1413671.000000 Penalty: 4699.947266
	Iteration 23Q: 3 clusters Score -1413671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1413679.625000 Penalty: 4699.947266
	Iteration 24Q: 3 clusters Score -1413680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1413692.500000 Penalty: 4699.947266
	Iteration 25Q: 3 clusters Score -1413692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1413703.250000 Penalty: 4699.947266
	Iteration 26Q: 3 clusters Score -1413703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1413734.125000 Penalty: 4699.947266
	Iteration 27Q: 3 clusters Score -1413734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1413785.625000 Penalty: 4699.947266
	Iteration 28Q: 3 clusters Score -1413786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1413886.375000 Penalty: 4699.947266
	Iteration 29Q: 3 clusters Score -1413886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1414108.625000 Penalty: 4699.947266
	Iteration 30Q: 3 clusters Score -1414109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1414449.125000 Penalty: 4699.947266
	Iteration 31Q: 3 clusters Score -1414449 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1414653.250000 Penalty: 4699.947266
	Iteration 32Q: 3 clusters Score -1414653 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1414719.375000 Penalty: 4699.947266
	Iteration 33Q: 3 clusters Score -1414719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1414735.875000 Penalty: 4699.947266
	Iteration 34Q: 3 clusters Score -1414736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1414743.125000 Penalty: 4699.947266
	Iteration 35Q: 3 clusters Score -1414743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1414746.000000 Penalty: 4699.947266
	Iteration 36Q: 3 clusters Score -1414746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1414749.125000 Penalty: 4699.947266
	Iteration 37Q: 3 clusters Score -1414749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1414753.750000 Penalty: 4699.947266
	Iteration 38Q: 3 clusters Score -1414754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1414755.125000 Penalty: 4699.947266
	Iteration 39Q: 3 clusters Score -1414755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1414755.375000 Penalty: 4699.947266
	Iteration 40F: 3 clusters Score -1414755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1414752.750000 Penalty: 4699.947266
	Iteration 41Q: 3 clusters Score -1414753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1414754.750000 Penalty: 4699.947266
	Iteration 42Q: 3 clusters Score -1414755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1414756.250000 Penalty: 4699.947266
	Iteration 43Q: 3 clusters Score -1414756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1414756.125000 Penalty: 4699.947266
	Iteration 44Q: 3 clusters Score -1414756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1414754.625000 Penalty: 4699.947266
	Iteration 45Q: 3 clusters Score -1414755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1414755.625000 Penalty: 4699.947266
	Iteration 46Q: 3 clusters Score -1414756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1414755.625000 Penalty: 4699.947266
	Iteration 47F: 3 clusters Score -1414756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Entering Unmasked Estep 
Score: -212157088.000000 Penalty: 287447.156250
Splitting cluster 38 changes total score from -212149136.000000 to -212157088.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 39 (20756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Entering Unmasked Estep 
Score: -2365890.000000 Penalty: 2465.266602
	Iteration 0F: 2 clusters Score -2365890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2351347.500000 Penalty: 4930.533203
	Iteration 0F: 3 clusters Score -2351348 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2356496.500000 Penalty: 4930.533203
	Iteration 1F: 3 clusters Score -2356496 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2357323.750000 Penalty: 4930.533203
	Iteration 2F: 3 clusters Score -2357324 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2358284.750000 Penalty: 4930.533203
	Iteration 3F: 3 clusters Score -2358285 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2359279.500000 Penalty: 4930.533203
	Iteration 4F: 3 clusters Score -2359280 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2360211.500000 Penalty: 4930.533203
	Iteration 5F: 3 clusters Score -2360212 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2360980.250000 Penalty: 4930.533203
	Iteration 6F: 3 clusters Score -2360980 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2361524.000000 Penalty: 4930.533203
	Iteration 7F: 3 clusters Score -2361524 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2361938.250000 Penalty: 4930.533203
	Iteration 8Q: 3 clusters Score -2361938 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2362277.250000 Penalty: 4930.533203
	Iteration 9Q: 3 clusters Score -2362277 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2362565.750000 Penalty: 4930.533203
	Iteration 10Q: 3 clusters Score -2362566 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2362831.750000 Penalty: 4930.533203
	Iteration 11Q: 3 clusters Score -2362832 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2363061.500000 Penalty: 4930.533203
	Iteration 12Q: 3 clusters Score -2363062 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2363285.250000 Penalty: 4930.533203
	Iteration 13Q: 3 clusters Score -2363285 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2363533.000000 Penalty: 4930.533203
	Iteration 14Q: 3 clusters Score -2363533 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2363806.000000 Penalty: 4930.533203
	Iteration 15Q: 3 clusters Score -2363806 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2364127.500000 Penalty: 4930.533203
	Iteration 16Q: 3 clusters Score -2364128 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2364461.250000 Penalty: 4930.533203
	Iteration 17Q: 3 clusters Score -2364461 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2364654.500000 Penalty: 4930.533203
	Iteration 18Q: 3 clusters Score -2364654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2364763.000000 Penalty: 4930.533203
	Iteration 19Q: 3 clusters Score -2364763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2364809.250000 Penalty: 4930.533203
	Iteration 20F: 3 clusters Score -2364809 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2364844.750000 Penalty: 4930.533203
	Iteration 21Q: 3 clusters Score -2364845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2364878.250000 Penalty: 4930.533203
	Iteration 22Q: 3 clusters Score -2364878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2364915.250000 Penalty: 4930.533203
	Iteration 23Q: 3 clusters Score -2364915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2364935.250000 Penalty: 4930.533203
	Iteration 24Q: 3 clusters Score -2364935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2364953.250000 Penalty: 4930.533203
	Iteration 25Q: 3 clusters Score -2364953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2364964.750000 Penalty: 4930.533203
	Iteration 26Q: 3 clusters Score -2364965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2364969.250000 Penalty: 4930.533203
	Iteration 27Q: 3 clusters Score -2364969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2364971.750000 Penalty: 4930.533203
	Iteration 28Q: 3 clusters Score -2364972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2364978.000000 Penalty: 4930.533203
	Iteration 29Q: 3 clusters Score -2364978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2364980.250000 Penalty: 4930.533203
	Iteration 30Q: 3 clusters Score -2364980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2364983.000000 Penalty: 4930.533203
	Iteration 31Q: 3 clusters Score -2364983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2364987.000000 Penalty: 4930.533203
	Iteration 32Q: 3 clusters Score -2364987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2364994.000000 Penalty: 4930.533203
	Iteration 33Q: 3 clusters Score -2364994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2364991.750000 Penalty: 4930.533203
	Iteration 34Q: 3 clusters Score -2364992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2364997.500000 Penalty: 4930.533203
	Iteration 35Q: 3 clusters Score -2364998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2365001.250000 Penalty: 4930.533203
	Iteration 36Q: 3 clusters Score -2365001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2365003.000000 Penalty: 4930.533203
	Iteration 37Q: 3 clusters Score -2365003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2365005.750000 Penalty: 4930.533203
	Iteration 38Q: 3 clusters Score -2365006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2365005.000000 Penalty: 4930.533203
	Iteration 39Q: 3 clusters Score -2365005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2365008.250000 Penalty: 4930.533203
	Iteration 40F: 3 clusters Score -2365008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2365007.250000 Penalty: 4930.533203
	Iteration 41Q: 3 clusters Score -2365007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2365007.250000 Penalty: 4930.533203
	Iteration 42F: 3 clusters Score -2365007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -124569.171875 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -124569.2 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 627 members 
Entering Unmasked Estep 
Score: -122757.765625 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -122757.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123746.210938 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -123746.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125188.664062 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -125188.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -126194.726562 Penalty: 3536.528809
	Iteration 3F: 3 clusters Score -126194.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -126742.718750 Penalty: 3536.528809
	Iteration 4F: 3 clusters Score -126742.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -126837.078125 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -126837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -126847.914062 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -126847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -126847.914062 Penalty: 3536.528809
	Iteration 7F: 3 clusters Score -126847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 38797 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Entering Unmasked Estep 
Score: -212157712.000000 Penalty: 291040.250000
Splitting cluster 40 changes total score from -212149136.000000 to -212157712.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 41 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -617130.937500 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -617130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -612265.125000 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -612265.1 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -613680.125000 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -613680.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -614355.500000 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -614355.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -615052.187500 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -615052.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -615602.812500 Penalty: 4282.330566
	Iteration 4F: 3 clusters Score -615602.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -615880.000000 Penalty: 4282.330566
	Iteration 5F: 3 clusters Score -615880 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -616071.375000 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -616071.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -616197.437500 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -616197.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -616263.437500 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -616263.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -616303.250000 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -616303.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -616332.000000 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -616332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -616351.125000 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -616351.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -616361.937500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -616361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -616368.500000 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -616368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -616369.812500 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -616369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -616374.187500 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -616374.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -616377.000000 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -616377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -616378.750000 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -616378.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -616381.187500 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -616381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -616384.687500 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -616384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -616385.187500 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -616385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -616386.500000 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -616386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -616387.187500 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -616387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -616388.000000 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -616388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -616391.375000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -616391.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -616395.500000 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -616395.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -616398.312500 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -616398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -616400.750000 Penalty: 4282.330566
	Iteration 27Q: 3 clusters Score -616400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -616403.500000 Penalty: 4282.330566
	Iteration 28Q: 3 clusters Score -616403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -616403.625000 Penalty: 4282.330566
	Iteration 29Q: 3 clusters Score -616403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -616406.062500 Penalty: 4282.330566
	Iteration 30Q: 3 clusters Score -616406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -616406.937500 Penalty: 4282.330566
	Iteration 31Q: 3 clusters Score -616406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -616407.000000 Penalty: 4282.330566
	Iteration 32Q: 3 clusters Score -616407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -616407.187500 Penalty: 4282.330566
	Iteration 33Q: 3 clusters Score -616407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -616410.187500 Penalty: 4282.330566
	Iteration 34Q: 3 clusters Score -616410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -616410.312500 Penalty: 4282.330566
	Iteration 35Q: 3 clusters Score -616410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -616412.250000 Penalty: 4282.330566
	Iteration 36Q: 3 clusters Score -616412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -616415.437500 Penalty: 4282.330566
	Iteration 37Q: 3 clusters Score -616415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -616415.937500 Penalty: 4282.330566
	Iteration 38Q: 3 clusters Score -616415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -616416.062500 Penalty: 4282.330566
	Iteration 39Q: 3 clusters Score -616416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -616416.875000 Penalty: 4282.330566
	Iteration 40F: 3 clusters Score -616416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -616416.625000 Penalty: 4282.330566
	Iteration 41Q: 3 clusters Score -616416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -616418.062500 Penalty: 4282.330566
	Iteration 42Q: 3 clusters Score -616418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -616418.500000 Penalty: 4282.330566
	Iteration 43Q: 3 clusters Score -616418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -616418.812500 Penalty: 4282.330566
	Iteration 44Q: 3 clusters Score -616418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -616418.812500 Penalty: 4282.330566
	Iteration 45Q: 3 clusters Score -616418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -616418.812500 Penalty: 4282.330566
	Iteration 46F: 3 clusters Score -616418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (38797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Entering Unmasked Estep 
Score: -3981728.750000 Penalty: 2620.392334
	Iteration 0F: 2 clusters Score -3981729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3955380.250000 Penalty: 5240.784668
	Iteration 0F: 3 clusters Score -3955380 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3966361.500000 Penalty: 5240.784668
	Iteration 1F: 3 clusters Score -3966362 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3968478.250000 Penalty: 5240.784668
	Iteration 2F: 3 clusters Score -3968478 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3970620.250000 Penalty: 5240.784668
	Iteration 3F: 3 clusters Score -3970620 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3972486.500000 Penalty: 5240.784668
	Iteration 4F: 3 clusters Score -3972486 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3974055.000000 Penalty: 5240.784668
	Iteration 5F: 3 clusters Score -3974055 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3975529.250000 Penalty: 5240.784668
	Iteration 6F: 3 clusters Score -3975529 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3976883.500000 Penalty: 5240.784668
	Iteration 7F: 3 clusters Score -3976884 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3978248.250000 Penalty: 5240.784668
	Iteration 8Q: 3 clusters Score -3978248 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3979642.250000 Penalty: 5240.784668
	Iteration 9Q: 3 clusters Score -3979642 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3980774.250000 Penalty: 5240.784668
	Iteration 10Q: 3 clusters Score -3980774 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -3981402.500000 Penalty: 5240.784668
	Iteration 11Q: 3 clusters Score -3981402 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3981823.750000 Penalty: 5240.784668
	Iteration 12Q: 3 clusters Score -3981824 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3982086.500000 Penalty: 5240.784668
	Iteration 13Q: 3 clusters Score -3982086 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -3982274.500000 Penalty: 5240.784668
	Iteration 14Q: 3 clusters Score -3982274 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3982371.000000 Penalty: 5240.784668
	Iteration 15Q: 3 clusters Score -3982371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -3982461.000000 Penalty: 5240.784668
	Iteration 16Q: 3 clusters Score -3982461 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3982501.250000 Penalty: 5240.784668
	Iteration 17Q: 3 clusters Score -3982501 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -3982540.250000 Penalty: 5240.784668
	Iteration 18Q: 3 clusters Score -3982540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3982575.750000 Penalty: 5240.784668
	Iteration 19Q: 3 clusters Score -3982576 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3982597.750000 Penalty: 5240.784668
	Iteration 20F: 3 clusters Score -3982598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -3982631.000000 Penalty: 5240.784668
	Iteration 21Q: 3 clusters Score -3982631 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -3982654.000000 Penalty: 5240.784668
	Iteration 22Q: 3 clusters Score -3982654 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -3982686.000000 Penalty: 5240.784668
	Iteration 23Q: 3 clusters Score -3982686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -3982716.000000 Penalty: 5240.784668
	Iteration 24Q: 3 clusters Score -3982716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -3982749.750000 Penalty: 5240.784668
	Iteration 25Q: 3 clusters Score -3982750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3982773.750000 Penalty: 5240.784668
	Iteration 26Q: 3 clusters Score -3982774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -3982781.250000 Penalty: 5240.784668
	Iteration 27Q: 3 clusters Score -3982781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -3982793.250000 Penalty: 5240.784668
	Iteration 28Q: 3 clusters Score -3982793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -3982809.000000 Penalty: 5240.784668
	Iteration 29Q: 3 clusters Score -3982809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -3982808.000000 Penalty: 5240.784668
	Iteration 30Q: 3 clusters Score -3982808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -3982806.500000 Penalty: 5240.784668
	Iteration 31Q: 3 clusters Score -3982806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3982819.500000 Penalty: 5240.784668
	Iteration 32Q: 3 clusters Score -3982820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -3982813.000000 Penalty: 5240.784668
	Iteration 33Q: 3 clusters Score -3982813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -3982821.500000 Penalty: 5240.784668
	Iteration 34Q: 3 clusters Score -3982822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -3982817.500000 Penalty: 5240.784668
	Iteration 35Q: 3 clusters Score -3982818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3982818.750000 Penalty: 5240.784668
	Iteration 36Q: 3 clusters Score -3982819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3982824.000000 Penalty: 5240.784668
	Iteration 37Q: 3 clusters Score -3982824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -3982823.500000 Penalty: 5240.784668
	Iteration 38Q: 3 clusters Score -3982824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -3982822.500000 Penalty: 5240.784668
	Iteration 39Q: 3 clusters Score -3982822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -3982824.750000 Penalty: 5240.784668
	Iteration 40F: 3 clusters Score -3982825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -3982825.000000 Penalty: 5240.784668
	Iteration 41Q: 3 clusters Score -3982825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3982827.500000 Penalty: 5240.784668
	Iteration 42Q: 3 clusters Score -3982828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -3982831.250000 Penalty: 5240.784668
	Iteration 43Q: 3 clusters Score -3982831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -3982827.250000 Penalty: 5240.784668
	Iteration 44Q: 3 clusters Score -3982827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3982826.000000 Penalty: 5240.784668
	Iteration 45Q: 3 clusters Score -3982826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3982825.250000 Penalty: 5240.784668
	Iteration 46Q: 3 clusters Score -3982825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3982826.500000 Penalty: 5240.784668
	Iteration 47Q: 3 clusters Score -3982826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3982824.000000 Penalty: 5240.784668
	Iteration 48Q: 3 clusters Score -3982824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3982823.000000 Penalty: 5240.784668
	Iteration 49Q: 3 clusters Score -3982823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3982823.250000 Penalty: 5240.784668
	Iteration 50Q: 3 clusters Score -3982823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3982823.250000 Penalty: 5240.784668
	Iteration 51F: 3 clusters Score -3982823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 4902 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Entering Unmasked Estep 
Score: -212158336.000000 Penalty: 294633.343750
Splitting cluster 42 changes total score from -212149136.000000 to -212158336.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 43 (14343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Entering Unmasked Estep 
Score: -1543996.875000 Penalty: 2373.612305
	Iteration 0F: 2 clusters Score -1543997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1533534.625000 Penalty: 4747.224609
	Iteration 0F: 3 clusters Score -1533535 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1536912.250000 Penalty: 4747.224609
	Iteration 1F: 3 clusters Score -1536912 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1537356.750000 Penalty: 4747.224609
	Iteration 2F: 3 clusters Score -1537357 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1537695.375000 Penalty: 4747.224609
	Iteration 3F: 3 clusters Score -1537695 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1538004.375000 Penalty: 4747.224609
	Iteration 4Q: 3 clusters Score -1538004 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1538274.875000 Penalty: 4747.224609
	Iteration 5Q: 3 clusters Score -1538275 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1538558.000000 Penalty: 4747.224609
	Iteration 6Q: 3 clusters Score -1538558 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1538871.500000 Penalty: 4747.224609
	Iteration 7Q: 3 clusters Score -1538872 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1539230.750000 Penalty: 4747.224609
	Iteration 8Q: 3 clusters Score -1539231 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1539634.250000 Penalty: 4747.224609
	Iteration 9Q: 3 clusters Score -1539634 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1540031.500000 Penalty: 4747.224609
	Iteration 10Q: 3 clusters Score -1540032 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1540379.500000 Penalty: 4747.224609
	Iteration 11Q: 3 clusters Score -1540380 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1540674.625000 Penalty: 4747.224609
	Iteration 12Q: 3 clusters Score -1540675 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1540903.750000 Penalty: 4747.224609
	Iteration 13Q: 3 clusters Score -1540904 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1541087.750000 Penalty: 4747.224609
	Iteration 14Q: 3 clusters Score -1541088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1541248.750000 Penalty: 4747.224609
	Iteration 15Q: 3 clusters Score -1541249 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1541381.875000 Penalty: 4747.224609
	Iteration 16Q: 3 clusters Score -1541382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1541523.000000 Penalty: 4747.224609
	Iteration 17Q: 3 clusters Score -1541523 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1541613.250000 Penalty: 4747.224609
	Iteration 18Q: 3 clusters Score -1541613 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1541685.000000 Penalty: 4747.224609
	Iteration 19Q: 3 clusters Score -1541685 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1541743.625000 Penalty: 4747.224609
	Iteration 20F: 3 clusters Score -1541744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1541788.500000 Penalty: 4747.224609
	Iteration 21Q: 3 clusters Score -1541788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1541818.500000 Penalty: 4747.224609
	Iteration 22Q: 3 clusters Score -1541818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1541846.500000 Penalty: 4747.224609
	Iteration 23Q: 3 clusters Score -1541846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1541875.625000 Penalty: 4747.224609
	Iteration 24Q: 3 clusters Score -1541876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1541906.625000 Penalty: 4747.224609
	Iteration 25Q: 3 clusters Score -1541907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1541930.625000 Penalty: 4747.224609
	Iteration 26Q: 3 clusters Score -1541931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1541957.125000 Penalty: 4747.224609
	Iteration 27Q: 3 clusters Score -1541957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1541976.125000 Penalty: 4747.224609
	Iteration 28Q: 3 clusters Score -1541976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1541996.125000 Penalty: 4747.224609
	Iteration 29Q: 3 clusters Score -1541996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1542015.125000 Penalty: 4747.224609
	Iteration 30Q: 3 clusters Score -1542015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1542031.500000 Penalty: 4747.224609
	Iteration 31Q: 3 clusters Score -1542032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1542036.875000 Penalty: 4747.224609
	Iteration 32Q: 3 clusters Score -1542037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1542046.375000 Penalty: 4747.224609
	Iteration 33Q: 3 clusters Score -1542046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1542055.500000 Penalty: 4747.224609
	Iteration 34Q: 3 clusters Score -1542056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1542062.000000 Penalty: 4747.224609
	Iteration 35Q: 3 clusters Score -1542062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1542073.125000 Penalty: 4747.224609
	Iteration 36Q: 3 clusters Score -1542073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1542082.000000 Penalty: 4747.224609
	Iteration 37Q: 3 clusters Score -1542082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1542085.375000 Penalty: 4747.224609
	Iteration 38Q: 3 clusters Score -1542085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1542094.375000 Penalty: 4747.224609
	Iteration 39Q: 3 clusters Score -1542094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1542099.000000 Penalty: 4747.224609
	Iteration 40F: 3 clusters Score -1542099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1542103.375000 Penalty: 4747.224609
	Iteration 41Q: 3 clusters Score -1542103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1542109.625000 Penalty: 4747.224609
	Iteration 42Q: 3 clusters Score -1542110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1542126.750000 Penalty: 4747.224609
	Iteration 43Q: 3 clusters Score -1542127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1542135.375000 Penalty: 4747.224609
	Iteration 44Q: 3 clusters Score -1542135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1542145.625000 Penalty: 4747.224609
	Iteration 45Q: 3 clusters Score -1542146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1542151.750000 Penalty: 4747.224609
	Iteration 46Q: 3 clusters Score -1542152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1542158.250000 Penalty: 4747.224609
	Iteration 47Q: 3 clusters Score -1542158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1542166.250000 Penalty: 4747.224609
	Iteration 48Q: 3 clusters Score -1542166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1542175.750000 Penalty: 4747.224609
	Iteration 49Q: 3 clusters Score -1542176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1542179.250000 Penalty: 4747.224609
	Iteration 50Q: 3 clusters Score -1542179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1542185.000000 Penalty: 4747.224609
	Iteration 51Q: 3 clusters Score -1542185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1542188.125000 Penalty: 4747.224609
	Iteration 52Q: 3 clusters Score -1542188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1542193.125000 Penalty: 4747.224609
	Iteration 53Q: 3 clusters Score -1542193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1542202.250000 Penalty: 4747.224609
	Iteration 54Q: 3 clusters Score -1542202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1542207.375000 Penalty: 4747.224609
	Iteration 55Q: 3 clusters Score -1542207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1542212.625000 Penalty: 4747.224609
	Iteration 56Q: 3 clusters Score -1542213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1542215.250000 Penalty: 4747.224609
	Iteration 57Q: 3 clusters Score -1542215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1542220.875000 Penalty: 4747.224609
	Iteration 58Q: 3 clusters Score -1542221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1542226.000000 Penalty: 4747.224609
	Iteration 59Q: 3 clusters Score -1542226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1542229.750000 Penalty: 4747.224609
	Iteration 60F: 3 clusters Score -1542230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1542241.000000 Penalty: 4747.224609
	Iteration 61Q: 3 clusters Score -1542241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1542243.625000 Penalty: 4747.224609
	Iteration 62Q: 3 clusters Score -1542244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1542248.625000 Penalty: 4747.224609
	Iteration 63Q: 3 clusters Score -1542249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1542246.875000 Penalty: 4747.224609
	Iteration 64Q: 3 clusters Score -1542247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1542247.125000 Penalty: 4747.224609
	Iteration 65Q: 3 clusters Score -1542247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1542250.875000 Penalty: 4747.224609
	Iteration 66Q: 3 clusters Score -1542251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1542254.750000 Penalty: 4747.224609
	Iteration 67Q: 3 clusters Score -1542255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1542257.875000 Penalty: 4747.224609
	Iteration 68Q: 3 clusters Score -1542258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1542262.750000 Penalty: 4747.224609
	Iteration 69Q: 3 clusters Score -1542263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1542262.250000 Penalty: 4747.224609
	Iteration 70Q: 3 clusters Score -1542262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1542263.750000 Penalty: 4747.224609
	Iteration 71Q: 3 clusters Score -1542264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1542263.500000 Penalty: 4747.224609
	Iteration 72Q: 3 clusters Score -1542264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1542265.125000 Penalty: 4747.224609
	Iteration 73Q: 3 clusters Score -1542265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1542272.625000 Penalty: 4747.224609
	Iteration 74Q: 3 clusters Score -1542273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1542277.875000 Penalty: 4747.224609
	Iteration 75Q: 3 clusters Score -1542278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1542278.500000 Penalty: 4747.224609
	Iteration 76Q: 3 clusters Score -1542278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1542283.750000 Penalty: 4747.224609
	Iteration 77Q: 3 clusters Score -1542284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1542284.875000 Penalty: 4747.224609
	Iteration 78Q: 3 clusters Score -1542285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1542285.250000 Penalty: 4747.224609
	Iteration 79Q: 3 clusters Score -1542285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1542284.375000 Penalty: 4747.224609
	Iteration 80F: 3 clusters Score -1542284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1542287.875000 Penalty: 4747.224609
	Iteration 81Q: 3 clusters Score -1542288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1542288.000000 Penalty: 4747.224609
	Iteration 82Q: 3 clusters Score -1542288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1542291.125000 Penalty: 4747.224609
	Iteration 83Q: 3 clusters Score -1542291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1542290.125000 Penalty: 4747.224609
	Iteration 84Q: 3 clusters Score -1542290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1542290.500000 Penalty: 4747.224609
	Iteration 85Q: 3 clusters Score -1542290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1542290.875000 Penalty: 4747.224609
	Iteration 86Q: 3 clusters Score -1542291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1542291.750000 Penalty: 4747.224609
	Iteration 87Q: 3 clusters Score -1542292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1542294.375000 Penalty: 4747.224609
	Iteration 88Q: 3 clusters Score -1542294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1542297.500000 Penalty: 4747.224609
	Iteration 89Q: 3 clusters Score -1542298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1542296.125000 Penalty: 4747.224609
	Iteration 90Q: 3 clusters Score -1542296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1542296.375000 Penalty: 4747.224609
	Iteration 91Q: 3 clusters Score -1542296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1542299.500000 Penalty: 4747.224609
	Iteration 92Q: 3 clusters Score -1542300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1542299.375000 Penalty: 4747.224609
	Iteration 93Q: 3 clusters Score -1542299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1542300.500000 Penalty: 4747.224609
	Iteration 94Q: 3 clusters Score -1542300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1542298.000000 Penalty: 4747.224609
	Iteration 95Q: 3 clusters Score -1542298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1542298.000000 Penalty: 4747.224609
	Iteration 96F: 3 clusters Score -1542298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (50025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Entering Unmasked Estep 
Score: -5733623.000000 Penalty: 2683.428955
	Iteration 0F: 2 clusters Score -5733623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -5699912.500000 Penalty: 5366.857910
	Iteration 0F: 3 clusters Score -5699912 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5712794.500000 Penalty: 5366.857910
	Iteration 1F: 3 clusters Score -5712794 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5713440.000000 Penalty: 5366.857910
	Iteration 2Q: 3 clusters Score -5713440 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5714218.500000 Penalty: 5366.857910
	Iteration 3Q: 3 clusters Score -5714218 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5715062.000000 Penalty: 5366.857910
	Iteration 4Q: 3 clusters Score -5715062 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5715943.000000 Penalty: 5366.857910
	Iteration 5Q: 3 clusters Score -5715943 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5716999.500000 Penalty: 5366.857910
	Iteration 6Q: 3 clusters Score -5717000 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5718155.500000 Penalty: 5366.857910
	Iteration 7F: 3 clusters Score -5718156 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -5719439.000000 Penalty: 5366.857910
	Iteration 8F: 3 clusters Score -5719439 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5720768.500000 Penalty: 5366.857910
	Iteration 9F: 3 clusters Score -5720768 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -5722012.500000 Penalty: 5366.857910
	Iteration 10F: 3 clusters Score -5722012 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -5723192.000000 Penalty: 5366.857910
	Iteration 11Q: 3 clusters Score -5723192 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -5724298.000000 Penalty: 5366.857910
	Iteration 12Q: 3 clusters Score -5724298 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -5725406.000000 Penalty: 5366.857910
	Iteration 13Q: 3 clusters Score -5725406 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -5726442.000000 Penalty: 5366.857910
	Iteration 14Q: 3 clusters Score -5726442 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5727555.500000 Penalty: 5366.857910
	Iteration 15Q: 3 clusters Score -5727556 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5728662.000000 Penalty: 5366.857910
	Iteration 16Q: 3 clusters Score -5728662 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5729638.500000 Penalty: 5366.857910
	Iteration 17Q: 3 clusters Score -5729638 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5730269.500000 Penalty: 5366.857910
	Iteration 18Q: 3 clusters Score -5730270 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5730730.500000 Penalty: 5366.857910
	Iteration 19Q: 3 clusters Score -5730730 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5730958.500000 Penalty: 5366.857910
	Iteration 20F: 3 clusters Score -5730958 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5731080.000000 Penalty: 5366.857910
	Iteration 21Q: 3 clusters Score -5731080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5731163.000000 Penalty: 5366.857910
	Iteration 22Q: 3 clusters Score -5731163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5731228.000000 Penalty: 5366.857910
	Iteration 23Q: 3 clusters Score -5731228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5731254.000000 Penalty: 5366.857910
	Iteration 24Q: 3 clusters Score -5731254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5731261.000000 Penalty: 5366.857910
	Iteration 25Q: 3 clusters Score -5731261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5731267.500000 Penalty: 5366.857910
	Iteration 26Q: 3 clusters Score -5731268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5731277.000000 Penalty: 5366.857910
	Iteration 27Q: 3 clusters Score -5731277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5731274.500000 Penalty: 5366.857910
	Iteration 28Q: 3 clusters Score -5731274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5731282.000000 Penalty: 5366.857910
	Iteration 29Q: 3 clusters Score -5731282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5731283.000000 Penalty: 5366.857910
	Iteration 30Q: 3 clusters Score -5731283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5731287.500000 Penalty: 5366.857910
	Iteration 31Q: 3 clusters Score -5731288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5731297.500000 Penalty: 5366.857910
	Iteration 32Q: 3 clusters Score -5731298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5731306.000000 Penalty: 5366.857910
	Iteration 33Q: 3 clusters Score -5731306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5731307.500000 Penalty: 5366.857910
	Iteration 34Q: 3 clusters Score -5731308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5731311.500000 Penalty: 5366.857910
	Iteration 35Q: 3 clusters Score -5731312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5731311.000000 Penalty: 5366.857910
	Iteration 36Q: 3 clusters Score -5731311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5731318.500000 Penalty: 5366.857910
	Iteration 37Q: 3 clusters Score -5731318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5731317.500000 Penalty: 5366.857910
	Iteration 38Q: 3 clusters Score -5731318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5731319.500000 Penalty: 5366.857910
	Iteration 39Q: 3 clusters Score -5731320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5731319.500000 Penalty: 5366.857910
	Iteration 40F: 3 clusters Score -5731320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -375169.812500 Penalty: 2035.975952
	Iteration 0F: 2 clusters Score -375169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371485.843750 Penalty: 4071.951904
	Iteration 0F: 3 clusters Score -371485.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -372398.187500 Penalty: 4071.951904
	Iteration 1F: 3 clusters Score -372398.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -372776.531250 Penalty: 4071.951904
	Iteration 2F: 3 clusters Score -372776.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -373188.968750 Penalty: 4071.951904
	Iteration 3F: 3 clusters Score -373189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -373642.468750 Penalty: 4071.951904
	Iteration 4F: 3 clusters Score -373642.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -374054.875000 Penalty: 4071.951904
	Iteration 5F: 3 clusters Score -374054.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -374401.843750 Penalty: 4071.951904
	Iteration 6F: 3 clusters Score -374401.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -374602.250000 Penalty: 4071.951904
	Iteration 7Q: 3 clusters Score -374602.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -374724.437500 Penalty: 4071.951904
	Iteration 8Q: 3 clusters Score -374724.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -374799.312500 Penalty: 4071.951904
	Iteration 9Q: 3 clusters Score -374799.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -374845.906250 Penalty: 4071.951904
	Iteration 10Q: 3 clusters Score -374845.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -374878.562500 Penalty: 4071.951904
	Iteration 11Q: 3 clusters Score -374878.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -374903.906250 Penalty: 4071.951904
	Iteration 12Q: 3 clusters Score -374903.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -374915.406250 Penalty: 4071.951904
	Iteration 13Q: 3 clusters Score -374915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -374922.906250 Penalty: 4071.951904
	Iteration 14Q: 3 clusters Score -374922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -374926.031250 Penalty: 4071.951904
	Iteration 15Q: 3 clusters Score -374926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -374928.125000 Penalty: 4071.951904
	Iteration 16Q: 3 clusters Score -374928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -374929.531250 Penalty: 4071.951904
	Iteration 17Q: 3 clusters Score -374929.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -374932.093750 Penalty: 4071.951904
	Iteration 18Q: 3 clusters Score -374932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -374934.156250 Penalty: 4071.951904
	Iteration 19Q: 3 clusters Score -374934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -374934.781250 Penalty: 4071.951904
	Iteration 20F: 3 clusters Score -374934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -374936.000000 Penalty: 4071.951904
	Iteration 21Q: 3 clusters Score -374936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -374936.000000 Penalty: 4071.951904
	Iteration 22F: 3 clusters Score -374936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -431002.906250 Penalty: 2107.354736
	Iteration 0F: 2 clusters Score -431002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -426647.031250 Penalty: 4214.709473
	Iteration 0F: 3 clusters Score -426647 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -428348.375000 Penalty: 4214.709473
	Iteration 1F: 3 clusters Score -428348.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -429038.531250 Penalty: 4214.709473
	Iteration 2F: 3 clusters Score -429038.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -429418.156250 Penalty: 4214.709473
	Iteration 3F: 3 clusters Score -429418.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -429657.031250 Penalty: 4214.709473
	Iteration 4F: 3 clusters Score -429657 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -429796.093750 Penalty: 4214.709473
	Iteration 5Q: 3 clusters Score -429796.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -429894.656250 Penalty: 4214.709473
	Iteration 6Q: 3 clusters Score -429894.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -429955.531250 Penalty: 4214.709473
	Iteration 7Q: 3 clusters Score -429955.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -430020.937500 Penalty: 4214.709473
	Iteration 8Q: 3 clusters Score -430020.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -430080.468750 Penalty: 4214.709473
	Iteration 9Q: 3 clusters Score -430080.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -430134.031250 Penalty: 4214.709473
	Iteration 10Q: 3 clusters Score -430134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -430182.375000 Penalty: 4214.709473
	Iteration 11Q: 3 clusters Score -430182.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -430243.531250 Penalty: 4214.709473
	Iteration 12Q: 3 clusters Score -430243.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -430305.687500 Penalty: 4214.709473
	Iteration 13Q: 3 clusters Score -430305.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -430373.125000 Penalty: 4214.709473
	Iteration 14Q: 3 clusters Score -430373.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -430474.375000 Penalty: 4214.709473
	Iteration 15Q: 3 clusters Score -430474.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -430596.406250 Penalty: 4214.709473
	Iteration 16Q: 3 clusters Score -430596.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -430711.000000 Penalty: 4214.709473
	Iteration 17Q: 3 clusters Score -430711 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -430922.000000 Penalty: 4214.709473
	Iteration 18Q: 3 clusters Score -430922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -431178.250000 Penalty: 4214.709473
	Iteration 19Q: 3 clusters Score -431178.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -431359.156250 Penalty: 4214.709473
	Iteration 20F: 3 clusters Score -431359.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -431474.437500 Penalty: 4214.709473
	Iteration 21Q: 3 clusters Score -431474.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -431539.656250 Penalty: 4214.709473
	Iteration 22Q: 3 clusters Score -431539.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -431619.218750 Penalty: 4214.709473
	Iteration 23Q: 3 clusters Score -431619.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -431702.375000 Penalty: 4214.709473
	Iteration 24Q: 3 clusters Score -431702.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -431742.187500 Penalty: 4214.709473
	Iteration 25Q: 3 clusters Score -431742.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -431765.218750 Penalty: 4214.709473
	Iteration 26Q: 3 clusters Score -431765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -431775.343750 Penalty: 4214.709473
	Iteration 27Q: 3 clusters Score -431775.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -431781.531250 Penalty: 4214.709473
	Iteration 28Q: 3 clusters Score -431781.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -431783.968750 Penalty: 4214.709473
	Iteration 29Q: 3 clusters Score -431784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -431785.781250 Penalty: 4214.709473
	Iteration 30Q: 3 clusters Score -431785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -431788.062500 Penalty: 4214.709473
	Iteration 31Q: 3 clusters Score -431788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -431788.062500 Penalty: 4214.709473
	Iteration 32F: 3 clusters Score -431788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 10732 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Entering Unmasked Estep 
Score: -212157328.000000 Penalty: 298226.437500
Splitting cluster 46 changes total score from -212149136.000000 to -212157328.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 47 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -371620.718750 Penalty: 2024.657471
	Iteration 0F: 2 clusters Score -371620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -368149.750000 Penalty: 4049.314941
	Iteration 0F: 3 clusters Score -368149.8 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369147.468750 Penalty: 4049.314941
	Iteration 1F: 3 clusters Score -369147.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -369586.031250 Penalty: 4049.314941
	Iteration 2F: 3 clusters Score -369586 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -370027.468750 Penalty: 4049.314941
	Iteration 3F: 3 clusters Score -370027.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370444.500000 Penalty: 4049.314941
	Iteration 4F: 3 clusters Score -370444.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -370787.093750 Penalty: 4049.314941
	Iteration 5F: 3 clusters Score -370787.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -370950.812500 Penalty: 4049.314941
	Iteration 6Q: 3 clusters Score -370950.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -371056.468750 Penalty: 4049.314941
	Iteration 7Q: 3 clusters Score -371056.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -371127.968750 Penalty: 4049.314941
	Iteration 8Q: 3 clusters Score -371128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -371178.093750 Penalty: 4049.314941
	Iteration 9Q: 3 clusters Score -371178.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -371205.468750 Penalty: 4049.314941
	Iteration 10Q: 3 clusters Score -371205.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371216.812500 Penalty: 4049.314941
	Iteration 11Q: 3 clusters Score -371216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -371223.500000 Penalty: 4049.314941
	Iteration 12Q: 3 clusters Score -371223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371226.187500 Penalty: 4049.314941
	Iteration 13Q: 3 clusters Score -371226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -371227.968750 Penalty: 4049.314941
	Iteration 14Q: 3 clusters Score -371228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -371230.625000 Penalty: 4049.314941
	Iteration 15Q: 3 clusters Score -371230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -371233.375000 Penalty: 4049.314941
	Iteration 16Q: 3 clusters Score -371233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -371236.843750 Penalty: 4049.314941
	Iteration 17Q: 3 clusters Score -371236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -371239.187500 Penalty: 4049.314941
	Iteration 18Q: 3 clusters Score -371239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -371240.406250 Penalty: 4049.314941
	Iteration 19Q: 3 clusters Score -371240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -371244.187500 Penalty: 4049.314941
	Iteration 20F: 3 clusters Score -371244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -371248.562500 Penalty: 4049.314941
	Iteration 21Q: 3 clusters Score -371248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -371251.875000 Penalty: 4049.314941
	Iteration 22Q: 3 clusters Score -371251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -371256.375000 Penalty: 4049.314941
	Iteration 23Q: 3 clusters Score -371256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -371257.562500 Penalty: 4049.314941
	Iteration 24Q: 3 clusters Score -371257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -371257.562500 Penalty: 4049.314941
	Iteration 25F: 3 clusters Score -371257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Entering Unmasked Estep 
Score: -1731957.375000 Penalty: 2384.355713
	Iteration 0F: 2 clusters Score -1731957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1721162.750000 Penalty: 4768.711426
	Iteration 0F: 3 clusters Score -1721163 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1724665.375000 Penalty: 4768.711426
	Iteration 1F: 3 clusters Score -1724665 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1725048.250000 Penalty: 4768.711426
	Iteration 2F: 3 clusters Score -1725048 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1725380.875000 Penalty: 4768.711426
	Iteration 3F: 3 clusters Score -1725381 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1725674.375000 Penalty: 4768.711426
	Iteration 4Q: 3 clusters Score -1725674 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1725947.750000 Penalty: 4768.711426
	Iteration 5Q: 3 clusters Score -1725948 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1726199.500000 Penalty: 4768.711426
	Iteration 6Q: 3 clusters Score -1726200 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1726495.375000 Penalty: 4768.711426
	Iteration 7Q: 3 clusters Score -1726495 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1726817.875000 Penalty: 4768.711426
	Iteration 8Q: 3 clusters Score -1726818 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1727159.250000 Penalty: 4768.711426
	Iteration 9Q: 3 clusters Score -1727159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1727490.875000 Penalty: 4768.711426
	Iteration 10Q: 3 clusters Score -1727491 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1727740.500000 Penalty: 4768.711426
	Iteration 11Q: 3 clusters Score -1727740 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1727947.875000 Penalty: 4768.711426
	Iteration 12Q: 3 clusters Score -1727948 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1728116.250000 Penalty: 4768.711426
	Iteration 13Q: 3 clusters Score -1728116 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1728249.500000 Penalty: 4768.711426
	Iteration 14Q: 3 clusters Score -1728250 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1728347.500000 Penalty: 4768.711426
	Iteration 15Q: 3 clusters Score -1728348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1728436.125000 Penalty: 4768.711426
	Iteration 16Q: 3 clusters Score -1728436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1728518.625000 Penalty: 4768.711426
	Iteration 17Q: 3 clusters Score -1728519 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1728577.250000 Penalty: 4768.711426
	Iteration 18Q: 3 clusters Score -1728577 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1728629.000000 Penalty: 4768.711426
	Iteration 19Q: 3 clusters Score -1728629 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1728680.375000 Penalty: 4768.711426
	Iteration 20F: 3 clusters Score -1728680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1728712.375000 Penalty: 4768.711426
	Iteration 21Q: 3 clusters Score -1728712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1728754.875000 Penalty: 4768.711426
	Iteration 22Q: 3 clusters Score -1728755 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1728794.375000 Penalty: 4768.711426
	Iteration 23Q: 3 clusters Score -1728794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1728841.500000 Penalty: 4768.711426
	Iteration 24Q: 3 clusters Score -1728842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1728885.625000 Penalty: 4768.711426
	Iteration 25Q: 3 clusters Score -1728886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1728919.625000 Penalty: 4768.711426
	Iteration 26Q: 3 clusters Score -1728920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1728968.375000 Penalty: 4768.711426
	Iteration 27Q: 3 clusters Score -1728968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1729004.250000 Penalty: 4768.711426
	Iteration 28Q: 3 clusters Score -1729004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1729042.000000 Penalty: 4768.711426
	Iteration 29Q: 3 clusters Score -1729042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1729081.875000 Penalty: 4768.711426
	Iteration 30Q: 3 clusters Score -1729082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1729122.875000 Penalty: 4768.711426
	Iteration 31Q: 3 clusters Score -1729123 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1729145.000000 Penalty: 4768.711426
	Iteration 32Q: 3 clusters Score -1729145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1729166.000000 Penalty: 4768.711426
	Iteration 33Q: 3 clusters Score -1729166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1729187.375000 Penalty: 4768.711426
	Iteration 34Q: 3 clusters Score -1729187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1729213.250000 Penalty: 4768.711426
	Iteration 35Q: 3 clusters Score -1729213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1729227.375000 Penalty: 4768.711426
	Iteration 36Q: 3 clusters Score -1729227 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1729248.875000 Penalty: 4768.711426
	Iteration 37Q: 3 clusters Score -1729249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1729278.500000 Penalty: 4768.711426
	Iteration 38Q: 3 clusters Score -1729278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1729300.875000 Penalty: 4768.711426
	Iteration 39Q: 3 clusters Score -1729301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1729322.125000 Penalty: 4768.711426
	Iteration 40F: 3 clusters Score -1729322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1729351.250000 Penalty: 4768.711426
	Iteration 41Q: 3 clusters Score -1729351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1729378.125000 Penalty: 4768.711426
	Iteration 42Q: 3 clusters Score -1729378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1729401.500000 Penalty: 4768.711426
	Iteration 43Q: 3 clusters Score -1729402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1729419.250000 Penalty: 4768.711426
	Iteration 44Q: 3 clusters Score -1729419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1729434.875000 Penalty: 4768.711426
	Iteration 45Q: 3 clusters Score -1729435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1729452.750000 Penalty: 4768.711426
	Iteration 46Q: 3 clusters Score -1729453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1729473.000000 Penalty: 4768.711426
	Iteration 47Q: 3 clusters Score -1729473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1729488.500000 Penalty: 4768.711426
	Iteration 48Q: 3 clusters Score -1729488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1729514.250000 Penalty: 4768.711426
	Iteration 49Q: 3 clusters Score -1729514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1729533.750000 Penalty: 4768.711426
	Iteration 50Q: 3 clusters Score -1729534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1729556.250000 Penalty: 4768.711426
	Iteration 51Q: 3 clusters Score -1729556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1729578.875000 Penalty: 4768.711426
	Iteration 52Q: 3 clusters Score -1729579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1729595.375000 Penalty: 4768.711426
	Iteration 53Q: 3 clusters Score -1729595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1729611.625000 Penalty: 4768.711426
	Iteration 54Q: 3 clusters Score -1729612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1729630.875000 Penalty: 4768.711426
	Iteration 55Q: 3 clusters Score -1729631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1729657.625000 Penalty: 4768.711426
	Iteration 56Q: 3 clusters Score -1729658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1729670.750000 Penalty: 4768.711426
	Iteration 57Q: 3 clusters Score -1729671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1729685.000000 Penalty: 4768.711426
	Iteration 58Q: 3 clusters Score -1729685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1729703.625000 Penalty: 4768.711426
	Iteration 59Q: 3 clusters Score -1729704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1729714.875000 Penalty: 4768.711426
	Iteration 60F: 3 clusters Score -1729715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1729729.500000 Penalty: 4768.711426
	Iteration 61Q: 3 clusters Score -1729730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1729737.875000 Penalty: 4768.711426
	Iteration 62Q: 3 clusters Score -1729738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1729751.500000 Penalty: 4768.711426
	Iteration 63Q: 3 clusters Score -1729752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1729752.000000 Penalty: 4768.711426
	Iteration 64Q: 3 clusters Score -1729752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1729765.750000 Penalty: 4768.711426
	Iteration 65Q: 3 clusters Score -1729766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1729777.750000 Penalty: 4768.711426
	Iteration 66Q: 3 clusters Score -1729778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1729793.625000 Penalty: 4768.711426
	Iteration 67Q: 3 clusters Score -1729794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1729822.625000 Penalty: 4768.711426
	Iteration 68Q: 3 clusters Score -1729823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1729837.500000 Penalty: 4768.711426
	Iteration 69Q: 3 clusters Score -1729838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1729848.500000 Penalty: 4768.711426
	Iteration 70Q: 3 clusters Score -1729848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1729860.250000 Penalty: 4768.711426
	Iteration 71Q: 3 clusters Score -1729860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1729874.500000 Penalty: 4768.711426
	Iteration 72Q: 3 clusters Score -1729874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1729880.500000 Penalty: 4768.711426
	Iteration 73Q: 3 clusters Score -1729880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1729883.750000 Penalty: 4768.711426
	Iteration 74Q: 3 clusters Score -1729884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1729888.375000 Penalty: 4768.711426
	Iteration 75Q: 3 clusters Score -1729888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1729893.625000 Penalty: 4768.711426
	Iteration 76Q: 3 clusters Score -1729894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1729894.250000 Penalty: 4768.711426
	Iteration 77Q: 3 clusters Score -1729894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1729895.875000 Penalty: 4768.711426
	Iteration 78Q: 3 clusters Score -1729896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1729897.000000 Penalty: 4768.711426
	Iteration 79Q: 3 clusters Score -1729897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1729902.500000 Penalty: 4768.711426
	Iteration 80F: 3 clusters Score -1729902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1729900.000000 Penalty: 4768.711426
	Iteration 81Q: 3 clusters Score -1729900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1729903.000000 Penalty: 4768.711426
	Iteration 82Q: 3 clusters Score -1729903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1729906.500000 Penalty: 4768.711426
	Iteration 83Q: 3 clusters Score -1729906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1729906.125000 Penalty: 4768.711426
	Iteration 84Q: 3 clusters Score -1729906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1729906.875000 Penalty: 4768.711426
	Iteration 85Q: 3 clusters Score -1729907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1729907.750000 Penalty: 4768.711426
	Iteration 86Q: 3 clusters Score -1729908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1729907.750000 Penalty: 4768.711426
	Iteration 87F: 3 clusters Score -1729908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -1070195.750000 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -1070196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1062132.000000 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -1062132 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1064742.750000 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -1064743 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1065488.875000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -1065489 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1066599.250000 Penalty: 4603.368652
	Iteration 3F: 3 clusters Score -1066599 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1067654.750000 Penalty: 4603.368652
	Iteration 4F: 3 clusters Score -1067655 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1068281.750000 Penalty: 4603.368652
	Iteration 5F: 3 clusters Score -1068282 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1068711.875000 Penalty: 4603.368652
	Iteration 6F: 3 clusters Score -1068712 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1069027.875000 Penalty: 4603.368652
	Iteration 7Q: 3 clusters Score -1069028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1069320.625000 Penalty: 4603.368652
	Iteration 8Q: 3 clusters Score -1069321 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1069613.750000 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -1069614 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1069916.250000 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -1069916 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1070212.125000 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -1070212 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1070530.875000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -1070531 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1070839.125000 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -1070839 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1071076.250000 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -1071076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1071279.625000 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -1071280 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1071519.125000 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -1071519 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1071712.125000 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -1071712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1071823.875000 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -1071824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1071892.875000 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -1071893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1071950.375000 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -1071950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1072009.000000 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -1072009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1072057.750000 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -1072058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1072093.125000 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -1072093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1072111.500000 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -1072112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1072125.125000 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -1072125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1072140.250000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -1072140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1072154.250000 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -1072154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1072162.125000 Penalty: 4603.368652
	Iteration 28Q: 3 clusters Score -1072162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1072170.750000 Penalty: 4603.368652
	Iteration 29Q: 3 clusters Score -1072171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1072178.500000 Penalty: 4603.368652
	Iteration 30Q: 3 clusters Score -1072178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1072180.250000 Penalty: 4603.368652
	Iteration 31Q: 3 clusters Score -1072180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1072182.500000 Penalty: 4603.368652
	Iteration 32Q: 3 clusters Score -1072182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1072185.250000 Penalty: 4603.368652
	Iteration 33Q: 3 clusters Score -1072185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1072185.125000 Penalty: 4603.368652
	Iteration 34Q: 3 clusters Score -1072185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1072185.125000 Penalty: 4603.368652
	Iteration 35F: 3 clusters Score -1072185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 27458 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Entering Unmasked Estep 
Score: -212158080.000000 Penalty: 301819.531250
Splitting cluster 49 changes total score from -212149136.000000 to -212158080.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 50 (70000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Entering Unmasked Estep 
Score: -8016161.000000 Penalty: 2766.750244
	Iteration 0F: 2 clusters Score -8016161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7969113.000000 Penalty: 5533.500488
	Iteration 0F: 3 clusters Score -7969113 nChanged 32899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -7987550.000000 Penalty: 5533.500488
	Iteration 1F: 3 clusters Score -7987550 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7988252.500000 Penalty: 5533.500488
	Iteration 2Q: 3 clusters Score -7988252 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -7988821.000000 Penalty: 5533.500488
	Iteration 3Q: 3 clusters Score -7988821 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -7989427.500000 Penalty: 5533.500488
	Iteration 4Q: 3 clusters Score -7989428 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -7990056.500000 Penalty: 5533.500488
	Iteration 5Q: 3 clusters Score -7990056 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -7990867.000000 Penalty: 5533.500488
	Iteration 6Q: 3 clusters Score -7990867 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -7991864.500000 Penalty: 5533.500488
	Iteration 7Q: 3 clusters Score -7991864 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -7993244.000000 Penalty: 5533.500488
	Iteration 8Q: 3 clusters Score -7993244 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -7995115.000000 Penalty: 5533.500488
	Iteration 9Q: 3 clusters Score -7995115 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -7997503.500000 Penalty: 5533.500488
	Iteration 10F: 3 clusters Score -7997504 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -8000523.000000 Penalty: 5533.500488
	Iteration 11F: 3 clusters Score -8000523 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -8003614.500000 Penalty: 5533.500488
	Iteration 12F: 3 clusters Score -8003614 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -8006556.000000 Penalty: 5533.500488
	Iteration 13Q: 3 clusters Score -8006556 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8009246.500000 Penalty: 5533.500488
	Iteration 14Q: 3 clusters Score -8009246 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8011259.000000 Penalty: 5533.500488
	Iteration 15Q: 3 clusters Score -8011259 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8012464.000000 Penalty: 5533.500488
	Iteration 16Q: 3 clusters Score -8012464 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8013091.000000 Penalty: 5533.500488
	Iteration 17Q: 3 clusters Score -8013091 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8013457.500000 Penalty: 5533.500488
	Iteration 18Q: 3 clusters Score -8013458 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8013714.500000 Penalty: 5533.500488
	Iteration 19Q: 3 clusters Score -8013714 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8013928.500000 Penalty: 5533.500488
	Iteration 20F: 3 clusters Score -8013928 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8014122.000000 Penalty: 5533.500488
	Iteration 21Q: 3 clusters Score -8014122 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8014267.000000 Penalty: 5533.500488
	Iteration 22Q: 3 clusters Score -8014267 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8014383.000000 Penalty: 5533.500488
	Iteration 23Q: 3 clusters Score -8014383 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8014468.500000 Penalty: 5533.500488
	Iteration 24Q: 3 clusters Score -8014468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8014545.500000 Penalty: 5533.500488
	Iteration 25Q: 3 clusters Score -8014546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8014610.000000 Penalty: 5533.500488
	Iteration 26Q: 3 clusters Score -8014610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8014683.000000 Penalty: 5533.500488
	Iteration 27Q: 3 clusters Score -8014683 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8014715.500000 Penalty: 5533.500488
	Iteration 28Q: 3 clusters Score -8014716 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8014781.000000 Penalty: 5533.500488
	Iteration 29Q: 3 clusters Score -8014781 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8014854.000000 Penalty: 5533.500488
	Iteration 30Q: 3 clusters Score -8014854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8014898.500000 Penalty: 5533.500488
	Iteration 31Q: 3 clusters Score -8014898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8014959.000000 Penalty: 5533.500488
	Iteration 32Q: 3 clusters Score -8014959 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8014982.500000 Penalty: 5533.500488
	Iteration 33Q: 3 clusters Score -8014982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8015002.000000 Penalty: 5533.500488
	Iteration 34Q: 3 clusters Score -8015002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8015024.000000 Penalty: 5533.500488
	Iteration 35Q: 3 clusters Score -8015024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8015027.500000 Penalty: 5533.500488
	Iteration 36Q: 3 clusters Score -8015028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8015021.000000 Penalty: 5533.500488
	Iteration 37Q: 3 clusters Score -8015021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8015033.000000 Penalty: 5533.500488
	Iteration 38Q: 3 clusters Score -8015033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8015044.500000 Penalty: 5533.500488
	Iteration 39Q: 3 clusters Score -8015044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8015072.000000 Penalty: 5533.500488
	Iteration 40F: 3 clusters Score -8015072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8015099.000000 Penalty: 5533.500488
	Iteration 41Q: 3 clusters Score -8015099 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8015127.500000 Penalty: 5533.500488
	Iteration 42Q: 3 clusters Score -8015128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8015134.500000 Penalty: 5533.500488
	Iteration 43Q: 3 clusters Score -8015134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -8015145.000000 Penalty: 5533.500488
	Iteration 44Q: 3 clusters Score -8015145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8015144.000000 Penalty: 5533.500488
	Iteration 45Q: 3 clusters Score -8015144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8015152.000000 Penalty: 5533.500488
	Iteration 46Q: 3 clusters Score -8015152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8015155.500000 Penalty: 5533.500488
	Iteration 47Q: 3 clusters Score -8015156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8015155.000000 Penalty: 5533.500488
	Iteration 48Q: 3 clusters Score -8015155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8015165.500000 Penalty: 5533.500488
	Iteration 49Q: 3 clusters Score -8015166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8015166.500000 Penalty: 5533.500488
	Iteration 50Q: 3 clusters Score -8015166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8015176.500000 Penalty: 5533.500488
	Iteration 51Q: 3 clusters Score -8015176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8015167.500000 Penalty: 5533.500488
	Iteration 52Q: 3 clusters Score -8015168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8015177.500000 Penalty: 5533.500488
	Iteration 53Q: 3 clusters Score -8015178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8015172.000000 Penalty: 5533.500488
	Iteration 54Q: 3 clusters Score -8015172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8015175.500000 Penalty: 5533.500488
	Iteration 55Q: 3 clusters Score -8015176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8015169.000000 Penalty: 5533.500488
	Iteration 56Q: 3 clusters Score -8015169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8015177.000000 Penalty: 5533.500488
	Iteration 57Q: 3 clusters Score -8015177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -8015192.000000 Penalty: 5533.500488
	Iteration 58Q: 3 clusters Score -8015192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8015193.500000 Penalty: 5533.500488
	Iteration 59Q: 3 clusters Score -8015194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8015188.000000 Penalty: 5533.500488
	Iteration 60F: 3 clusters Score -8015188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8015191.500000 Penalty: 5533.500488
	Iteration 61Q: 3 clusters Score -8015192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8015189.500000 Penalty: 5533.500488
	Iteration 62Q: 3 clusters Score -8015190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8015188.000000 Penalty: 5533.500488
	Iteration 63Q: 3 clusters Score -8015188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8015194.500000 Penalty: 5533.500488
	Iteration 64Q: 3 clusters Score -8015194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8015195.500000 Penalty: 5533.500488
	Iteration 65Q: 3 clusters Score -8015196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8015187.000000 Penalty: 5533.500488
	Iteration 66Q: 3 clusters Score -8015187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8015187.000000 Penalty: 5533.500488
	Iteration 67F: 3 clusters Score -8015187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Entering Unmasked Estep 
Score: -3813302.750000 Penalty: 2586.322266
	Iteration 0F: 2 clusters Score -3813303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3790249.000000 Penalty: 5172.644531
	Iteration 0F: 3 clusters Score -3790249 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3798701.250000 Penalty: 5172.644531
	Iteration 1F: 3 clusters Score -3798701 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3799217.000000 Penalty: 5172.644531
	Iteration 2Q: 3 clusters Score -3799217 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3799601.250000 Penalty: 5172.644531
	Iteration 3Q: 3 clusters Score -3799601 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3800001.250000 Penalty: 5172.644531
	Iteration 4Q: 3 clusters Score -3800001 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3800381.500000 Penalty: 5172.644531
	Iteration 5Q: 3 clusters Score -3800382 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3800843.250000 Penalty: 5172.644531
	Iteration 6Q: 3 clusters Score -3800843 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3801385.500000 Penalty: 5172.644531
	Iteration 7Q: 3 clusters Score -3801386 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3802051.750000 Penalty: 5172.644531
	Iteration 8Q: 3 clusters Score -3802052 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3802868.250000 Penalty: 5172.644531
	Iteration 9Q: 3 clusters Score -3802868 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3803770.750000 Penalty: 5172.644531
	Iteration 10Q: 3 clusters Score -3803771 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3804673.750000 Penalty: 5172.644531
	Iteration 11Q: 3 clusters Score -3804674 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3805489.500000 Penalty: 5172.644531
	Iteration 12Q: 3 clusters Score -3805490 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3806180.000000 Penalty: 5172.644531
	Iteration 13Q: 3 clusters Score -3806180 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3806786.500000 Penalty: 5172.644531
	Iteration 14Q: 3 clusters Score -3806786 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3807383.250000 Penalty: 5172.644531
	Iteration 15Q: 3 clusters Score -3807383 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3807967.000000 Penalty: 5172.644531
	Iteration 16Q: 3 clusters Score -3807967 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3808462.250000 Penalty: 5172.644531
	Iteration 17Q: 3 clusters Score -3808462 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3808906.000000 Penalty: 5172.644531
	Iteration 18Q: 3 clusters Score -3808906 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3809206.250000 Penalty: 5172.644531
	Iteration 19Q: 3 clusters Score -3809206 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3809391.250000 Penalty: 5172.644531
	Iteration 20F: 3 clusters Score -3809391 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3809532.000000 Penalty: 5172.644531
	Iteration 21Q: 3 clusters Score -3809532 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3809616.000000 Penalty: 5172.644531
	Iteration 22Q: 3 clusters Score -3809616 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3809691.000000 Penalty: 5172.644531
	Iteration 23Q: 3 clusters Score -3809691 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3809753.000000 Penalty: 5172.644531
	Iteration 24Q: 3 clusters Score -3809753 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3809811.250000 Penalty: 5172.644531
	Iteration 25Q: 3 clusters Score -3809811 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3809839.750000 Penalty: 5172.644531
	Iteration 26Q: 3 clusters Score -3809840 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3809876.500000 Penalty: 5172.644531
	Iteration 27Q: 3 clusters Score -3809876 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3809917.000000 Penalty: 5172.644531
	Iteration 28Q: 3 clusters Score -3809917 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3809952.750000 Penalty: 5172.644531
	Iteration 29Q: 3 clusters Score -3809953 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3809987.750000 Penalty: 5172.644531
	Iteration 30Q: 3 clusters Score -3809988 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3810041.250000 Penalty: 5172.644531
	Iteration 31Q: 3 clusters Score -3810041 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3810070.250000 Penalty: 5172.644531
	Iteration 32Q: 3 clusters Score -3810070 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3810120.750000 Penalty: 5172.644531
	Iteration 33Q: 3 clusters Score -3810121 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3810171.750000 Penalty: 5172.644531
	Iteration 34Q: 3 clusters Score -3810172 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3810224.250000 Penalty: 5172.644531
	Iteration 35Q: 3 clusters Score -3810224 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3810284.500000 Penalty: 5172.644531
	Iteration 36Q: 3 clusters Score -3810284 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3810341.750000 Penalty: 5172.644531
	Iteration 37Q: 3 clusters Score -3810342 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3810397.750000 Penalty: 5172.644531
	Iteration 38Q: 3 clusters Score -3810398 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3810467.000000 Penalty: 5172.644531
	Iteration 39Q: 3 clusters Score -3810467 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3810502.750000 Penalty: 5172.644531
	Iteration 40F: 3 clusters Score -3810503 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3810557.500000 Penalty: 5172.644531
	Iteration 41Q: 3 clusters Score -3810558 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3810595.250000 Penalty: 5172.644531
	Iteration 42Q: 3 clusters Score -3810595 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3810650.750000 Penalty: 5172.644531
	Iteration 43Q: 3 clusters Score -3810651 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3810716.000000 Penalty: 5172.644531
	Iteration 44Q: 3 clusters Score -3810716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3810782.000000 Penalty: 5172.644531
	Iteration 45Q: 3 clusters Score -3810782 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3810839.500000 Penalty: 5172.644531
	Iteration 46Q: 3 clusters Score -3810840 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3810888.750000 Penalty: 5172.644531
	Iteration 47Q: 3 clusters Score -3810889 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3810957.750000 Penalty: 5172.644531
	Iteration 48Q: 3 clusters Score -3810958 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3811018.000000 Penalty: 5172.644531
	Iteration 49Q: 3 clusters Score -3811018 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3811072.000000 Penalty: 5172.644531
	Iteration 50Q: 3 clusters Score -3811072 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3811124.000000 Penalty: 5172.644531
	Iteration 51Q: 3 clusters Score -3811124 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3811162.500000 Penalty: 5172.644531
	Iteration 52Q: 3 clusters Score -3811162 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3811206.000000 Penalty: 5172.644531
	Iteration 53Q: 3 clusters Score -3811206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3811246.000000 Penalty: 5172.644531
	Iteration 54Q: 3 clusters Score -3811246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3811300.250000 Penalty: 5172.644531
	Iteration 55Q: 3 clusters Score -3811300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3811348.000000 Penalty: 5172.644531
	Iteration 56Q: 3 clusters Score -3811348 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3811387.750000 Penalty: 5172.644531
	Iteration 57Q: 3 clusters Score -3811388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3811416.500000 Penalty: 5172.644531
	Iteration 58Q: 3 clusters Score -3811416 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3811469.000000 Penalty: 5172.644531
	Iteration 59Q: 3 clusters Score -3811469 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3811511.750000 Penalty: 5172.644531
	Iteration 60F: 3 clusters Score -3811512 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3811558.500000 Penalty: 5172.644531
	Iteration 61Q: 3 clusters Score -3811558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3811605.500000 Penalty: 5172.644531
	Iteration 62Q: 3 clusters Score -3811606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3811665.750000 Penalty: 5172.644531
	Iteration 63Q: 3 clusters Score -3811666 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3811719.000000 Penalty: 5172.644531
	Iteration 64Q: 3 clusters Score -3811719 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3811735.000000 Penalty: 5172.644531
	Iteration 65Q: 3 clusters Score -3811735 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3811767.750000 Penalty: 5172.644531
	Iteration 66Q: 3 clusters Score -3811768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3811791.000000 Penalty: 5172.644531
	Iteration 67Q: 3 clusters Score -3811791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3811824.250000 Penalty: 5172.644531
	Iteration 68Q: 3 clusters Score -3811824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3811842.000000 Penalty: 5172.644531
	Iteration 69Q: 3 clusters Score -3811842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3811859.250000 Penalty: 5172.644531
	Iteration 70Q: 3 clusters Score -3811859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3811873.750000 Penalty: 5172.644531
	Iteration 71Q: 3 clusters Score -3811874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3811875.250000 Penalty: 5172.644531
	Iteration 72Q: 3 clusters Score -3811875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3811889.750000 Penalty: 5172.644531
	Iteration 73Q: 3 clusters Score -3811890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3811892.750000 Penalty: 5172.644531
	Iteration 74Q: 3 clusters Score -3811893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3811896.000000 Penalty: 5172.644531
	Iteration 75Q: 3 clusters Score -3811896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3811896.500000 Penalty: 5172.644531
	Iteration 76Q: 3 clusters Score -3811896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3811896.750000 Penalty: 5172.644531
	Iteration 77Q: 3 clusters Score -3811897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3811901.000000 Penalty: 5172.644531
	Iteration 78Q: 3 clusters Score -3811901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3811904.750000 Penalty: 5172.644531
	Iteration 79Q: 3 clusters Score -3811905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3811910.250000 Penalty: 5172.644531
	Iteration 80F: 3 clusters Score -3811910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3811908.250000 Penalty: 5172.644531
	Iteration 81Q: 3 clusters Score -3811908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3811904.750000 Penalty: 5172.644531
	Iteration 82Q: 3 clusters Score -3811905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3811912.250000 Penalty: 5172.644531
	Iteration 83Q: 3 clusters Score -3811912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3811910.500000 Penalty: 5172.644531
	Iteration 84Q: 3 clusters Score -3811910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3811906.500000 Penalty: 5172.644531
	Iteration 85Q: 3 clusters Score -3811906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3811915.250000 Penalty: 5172.644531
	Iteration 86Q: 3 clusters Score -3811915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3811921.750000 Penalty: 5172.644531
	Iteration 87Q: 3 clusters Score -3811922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3811917.250000 Penalty: 5172.644531
	Iteration 88Q: 3 clusters Score -3811917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3811917.000000 Penalty: 5172.644531
	Iteration 89Q: 3 clusters Score -3811917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3811916.250000 Penalty: 5172.644531
	Iteration 90Q: 3 clusters Score -3811916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3811919.000000 Penalty: 5172.644531
	Iteration 91Q: 3 clusters Score -3811919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3811921.750000 Penalty: 5172.644531
	Iteration 92Q: 3 clusters Score -3811922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3811910.000000 Penalty: 5172.644531
	Iteration 93Q: 3 clusters Score -3811910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3811920.250000 Penalty: 5172.644531
	Iteration 94Q: 3 clusters Score -3811920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3811917.000000 Penalty: 5172.644531
	Iteration 95Q: 3 clusters Score -3811917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3811915.500000 Penalty: 5172.644531
	Iteration 96Q: 3 clusters Score -3811916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3811918.500000 Penalty: 5172.644531
	Iteration 97Q: 3 clusters Score -3811918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3811916.250000 Penalty: 5172.644531
	Iteration 98Q: 3 clusters Score -3811916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3811915.750000 Penalty: 5172.644531
	Iteration 99Q: 3 clusters Score -3811916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3811917.500000 Penalty: 5172.644531
	Iteration 100F: 3 clusters Score -3811918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (27458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Entering Unmasked Estep 
Score: -2919151.250000 Penalty: 2534.662598
	Iteration 0F: 2 clusters Score -2919151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2900336.750000 Penalty: 5069.325195
	Iteration 0F: 3 clusters Score -2900337 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2907371.750000 Penalty: 5069.325195
	Iteration 1F: 3 clusters Score -2907372 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2908163.500000 Penalty: 5069.325195
	Iteration 2F: 3 clusters Score -2908164 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2909004.750000 Penalty: 5069.325195
	Iteration 3F: 3 clusters Score -2909005 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2909839.250000 Penalty: 5069.325195
	Iteration 4F: 3 clusters Score -2909839 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2910714.000000 Penalty: 5069.325195
	Iteration 5F: 3 clusters Score -2910714 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2911535.750000 Penalty: 5069.325195
	Iteration 6F: 3 clusters Score -2911536 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2912378.750000 Penalty: 5069.325195
	Iteration 7F: 3 clusters Score -2912379 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2913098.250000 Penalty: 5069.325195
	Iteration 8Q: 3 clusters Score -2913098 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2913587.750000 Penalty: 5069.325195
	Iteration 9Q: 3 clusters Score -2913588 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2913918.500000 Penalty: 5069.325195
	Iteration 10Q: 3 clusters Score -2913918 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2914134.750000 Penalty: 5069.325195
	Iteration 11Q: 3 clusters Score -2914135 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2914288.000000 Penalty: 5069.325195
	Iteration 12Q: 3 clusters Score -2914288 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2914401.000000 Penalty: 5069.325195
	Iteration 13Q: 3 clusters Score -2914401 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2914503.250000 Penalty: 5069.325195
	Iteration 14Q: 3 clusters Score -2914503 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2914593.750000 Penalty: 5069.325195
	Iteration 15Q: 3 clusters Score -2914594 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2914670.000000 Penalty: 5069.325195
	Iteration 16Q: 3 clusters Score -2914670 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2914729.000000 Penalty: 5069.325195
	Iteration 17Q: 3 clusters Score -2914729 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2914773.500000 Penalty: 5069.325195
	Iteration 18Q: 3 clusters Score -2914774 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2914828.000000 Penalty: 5069.325195
	Iteration 19Q: 3 clusters Score -2914828 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2914875.750000 Penalty: 5069.325195
	Iteration 20F: 3 clusters Score -2914876 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2914927.750000 Penalty: 5069.325195
	Iteration 21Q: 3 clusters Score -2914928 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2914977.000000 Penalty: 5069.325195
	Iteration 22Q: 3 clusters Score -2914977 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2915026.250000 Penalty: 5069.325195
	Iteration 23Q: 3 clusters Score -2915026 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2915076.000000 Penalty: 5069.325195
	Iteration 24Q: 3 clusters Score -2915076 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2915122.500000 Penalty: 5069.325195
	Iteration 25Q: 3 clusters Score -2915122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2915167.500000 Penalty: 5069.325195
	Iteration 26Q: 3 clusters Score -2915168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2915225.500000 Penalty: 5069.325195
	Iteration 27Q: 3 clusters Score -2915226 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2915273.000000 Penalty: 5069.325195
	Iteration 28Q: 3 clusters Score -2915273 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2915291.000000 Penalty: 5069.325195
	Iteration 29Q: 3 clusters Score -2915291 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2915325.750000 Penalty: 5069.325195
	Iteration 30Q: 3 clusters Score -2915326 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2915367.750000 Penalty: 5069.325195
	Iteration 31Q: 3 clusters Score -2915368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2915417.750000 Penalty: 5069.325195
	Iteration 32Q: 3 clusters Score -2915418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2915457.500000 Penalty: 5069.325195
	Iteration 33Q: 3 clusters Score -2915458 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2915513.750000 Penalty: 5069.325195
	Iteration 34Q: 3 clusters Score -2915514 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2915554.250000 Penalty: 5069.325195
	Iteration 35Q: 3 clusters Score -2915554 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2915601.500000 Penalty: 5069.325195
	Iteration 36Q: 3 clusters Score -2915602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2915657.250000 Penalty: 5069.325195
	Iteration 37Q: 3 clusters Score -2915657 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2915702.000000 Penalty: 5069.325195
	Iteration 38Q: 3 clusters Score -2915702 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2915752.500000 Penalty: 5069.325195
	Iteration 39Q: 3 clusters Score -2915752 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2915795.500000 Penalty: 5069.325195
	Iteration 40F: 3 clusters Score -2915796 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2915845.500000 Penalty: 5069.325195
	Iteration 41Q: 3 clusters Score -2915846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2915898.750000 Penalty: 5069.325195
	Iteration 42Q: 3 clusters Score -2915899 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2915952.750000 Penalty: 5069.325195
	Iteration 43Q: 3 clusters Score -2915953 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2916003.750000 Penalty: 5069.325195
	Iteration 44Q: 3 clusters Score -2916004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2916042.000000 Penalty: 5069.325195
	Iteration 45Q: 3 clusters Score -2916042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2916079.250000 Penalty: 5069.325195
	Iteration 46Q: 3 clusters Score -2916079 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2916138.500000 Penalty: 5069.325195
	Iteration 47Q: 3 clusters Score -2916138 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2916191.750000 Penalty: 5069.325195
	Iteration 48Q: 3 clusters Score -2916192 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2916235.750000 Penalty: 5069.325195
	Iteration 49Q: 3 clusters Score -2916236 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2916280.750000 Penalty: 5069.325195
	Iteration 50Q: 3 clusters Score -2916281 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2916317.250000 Penalty: 5069.325195
	Iteration 51Q: 3 clusters Score -2916317 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2916364.000000 Penalty: 5069.325195
	Iteration 52Q: 3 clusters Score -2916364 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2916406.250000 Penalty: 5069.325195
	Iteration 53Q: 3 clusters Score -2916406 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2916453.000000 Penalty: 5069.325195
	Iteration 54Q: 3 clusters Score -2916453 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2916496.250000 Penalty: 5069.325195
	Iteration 55Q: 3 clusters Score -2916496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2916551.000000 Penalty: 5069.325195
	Iteration 56Q: 3 clusters Score -2916551 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2916629.000000 Penalty: 5069.325195
	Iteration 57Q: 3 clusters Score -2916629 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2916695.750000 Penalty: 5069.325195
	Iteration 58Q: 3 clusters Score -2916696 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2916792.000000 Penalty: 5069.325195
	Iteration 59Q: 3 clusters Score -2916792 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2916855.500000 Penalty: 5069.325195
	Iteration 60F: 3 clusters Score -2916856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2916921.000000 Penalty: 5069.325195
	Iteration 61Q: 3 clusters Score -2916921 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2916976.750000 Penalty: 5069.325195
	Iteration 62Q: 3 clusters Score -2916977 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2917014.250000 Penalty: 5069.325195
	Iteration 63Q: 3 clusters Score -2917014 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2917057.500000 Penalty: 5069.325195
	Iteration 64Q: 3 clusters Score -2917058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2917087.000000 Penalty: 5069.325195
	Iteration 65Q: 3 clusters Score -2917087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2917116.250000 Penalty: 5069.325195
	Iteration 66Q: 3 clusters Score -2917116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2917156.500000 Penalty: 5069.325195
	Iteration 67Q: 3 clusters Score -2917156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2917192.000000 Penalty: 5069.325195
	Iteration 68Q: 3 clusters Score -2917192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2917224.500000 Penalty: 5069.325195
	Iteration 69Q: 3 clusters Score -2917224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2917250.750000 Penalty: 5069.325195
	Iteration 70Q: 3 clusters Score -2917251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2917284.250000 Penalty: 5069.325195
	Iteration 71Q: 3 clusters Score -2917284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2917306.500000 Penalty: 5069.325195
	Iteration 72Q: 3 clusters Score -2917306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2917330.500000 Penalty: 5069.325195
	Iteration 73Q: 3 clusters Score -2917330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2917338.500000 Penalty: 5069.325195
	Iteration 74Q: 3 clusters Score -2917338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2917353.250000 Penalty: 5069.325195
	Iteration 75Q: 3 clusters Score -2917353 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2917371.750000 Penalty: 5069.325195
	Iteration 76Q: 3 clusters Score -2917372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2917383.750000 Penalty: 5069.325195
	Iteration 77Q: 3 clusters Score -2917384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2917385.500000 Penalty: 5069.325195
	Iteration 78Q: 3 clusters Score -2917386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2917403.750000 Penalty: 5069.325195
	Iteration 79Q: 3 clusters Score -2917404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2917416.750000 Penalty: 5069.325195
	Iteration 80F: 3 clusters Score -2917417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2917427.000000 Penalty: 5069.325195
	Iteration 81Q: 3 clusters Score -2917427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2917429.250000 Penalty: 5069.325195
	Iteration 82Q: 3 clusters Score -2917429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2917444.000000 Penalty: 5069.325195
	Iteration 83Q: 3 clusters Score -2917444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -2917449.250000 Penalty: 5069.325195
	Iteration 84Q: 3 clusters Score -2917449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2917453.000000 Penalty: 5069.325195
	Iteration 85Q: 3 clusters Score -2917453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2917460.500000 Penalty: 5069.325195
	Iteration 86Q: 3 clusters Score -2917460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2917479.500000 Penalty: 5069.325195
	Iteration 87Q: 3 clusters Score -2917480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2917481.500000 Penalty: 5069.325195
	Iteration 88Q: 3 clusters Score -2917482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2917493.500000 Penalty: 5069.325195
	Iteration 89Q: 3 clusters Score -2917494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2917498.750000 Penalty: 5069.325195
	Iteration 90Q: 3 clusters Score -2917499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2917504.750000 Penalty: 5069.325195
	Iteration 91Q: 3 clusters Score -2917505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -2917513.000000 Penalty: 5069.325195
	Iteration 92Q: 3 clusters Score -2917513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2917527.000000 Penalty: 5069.325195
	Iteration 93Q: 3 clusters Score -2917527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2917536.000000 Penalty: 5069.325195
	Iteration 94Q: 3 clusters Score -2917536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -2917554.000000 Penalty: 5069.325195
	Iteration 95Q: 3 clusters Score -2917554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -2917587.250000 Penalty: 5069.325195
	Iteration 96Q: 3 clusters Score -2917587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -2917633.500000 Penalty: 5069.325195
	Iteration 97Q: 3 clusters Score -2917634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2917687.750000 Penalty: 5069.325195
	Iteration 98Q: 3 clusters Score -2917688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2917796.500000 Penalty: 5069.325195
	Iteration 99Q: 3 clusters Score -2917796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2917955.000000 Penalty: 5069.325195
	Iteration 100F: 3 clusters Score -2917955 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2918098.250000 Penalty: 5069.325195
	Iteration 101Q: 3 clusters Score -2918098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2918244.500000 Penalty: 5069.325195
	Iteration 102Q: 3 clusters Score -2918244 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2918388.750000 Penalty: 5069.325195
	Iteration 103Q: 3 clusters Score -2918389 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2918506.000000 Penalty: 5069.325195
	Iteration 104Q: 3 clusters Score -2918506 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2918571.500000 Penalty: 5069.325195
	Iteration 105Q: 3 clusters Score -2918572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2918635.000000 Penalty: 5069.325195
	Iteration 106Q: 3 clusters Score -2918635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2918681.000000 Penalty: 5069.325195
	Iteration 107Q: 3 clusters Score -2918681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2918734.000000 Penalty: 5069.325195
	Iteration 108Q: 3 clusters Score -2918734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2918778.250000 Penalty: 5069.325195
	Iteration 109Q: 3 clusters Score -2918778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2918830.500000 Penalty: 5069.325195
	Iteration 110Q: 3 clusters Score -2918830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2918871.000000 Penalty: 5069.325195
	Iteration 111Q: 3 clusters Score -2918871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2918904.250000 Penalty: 5069.325195
	Iteration 112Q: 3 clusters Score -2918904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2918933.500000 Penalty: 5069.325195
	Iteration 113Q: 3 clusters Score -2918934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2918968.000000 Penalty: 5069.325195
	Iteration 114Q: 3 clusters Score -2918968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2918988.750000 Penalty: 5069.325195
	Iteration 115Q: 3 clusters Score -2918989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2919005.750000 Penalty: 5069.325195
	Iteration 116Q: 3 clusters Score -2919006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2919014.750000 Penalty: 5069.325195
	Iteration 117Q: 3 clusters Score -2919015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2919024.250000 Penalty: 5069.325195
	Iteration 118Q: 3 clusters Score -2919024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2919034.000000 Penalty: 5069.325195
	Iteration 119Q: 3 clusters Score -2919034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2919041.250000 Penalty: 5069.325195
	Iteration 120F: 3 clusters Score -2919041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2919052.250000 Penalty: 5069.325195
	Iteration 121Q: 3 clusters Score -2919052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -2919057.750000 Penalty: 5069.325195
	Iteration 122Q: 3 clusters Score -2919058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2919071.750000 Penalty: 5069.325195
	Iteration 123Q: 3 clusters Score -2919072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2919087.500000 Penalty: 5069.325195
	Iteration 124Q: 3 clusters Score -2919088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2919104.250000 Penalty: 5069.325195
	Iteration 125Q: 3 clusters Score -2919104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2919106.250000 Penalty: 5069.325195
	Iteration 126Q: 3 clusters Score -2919106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2919112.750000 Penalty: 5069.325195
	Iteration 127Q: 3 clusters Score -2919113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -2919112.750000 Penalty: 5069.325195
	Iteration 128Q: 3 clusters Score -2919113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2919115.500000 Penalty: 5069.325195
	Iteration 129Q: 3 clusters Score -2919116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2919123.250000 Penalty: 5069.325195
	Iteration 130Q: 3 clusters Score -2919123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -2919125.500000 Penalty: 5069.325195
	Iteration 131Q: 3 clusters Score -2919126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2919131.000000 Penalty: 5069.325195
	Iteration 132Q: 3 clusters Score -2919131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2919134.250000 Penalty: 5069.325195
	Iteration 133Q: 3 clusters Score -2919134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -2919135.250000 Penalty: 5069.325195
	Iteration 134Q: 3 clusters Score -2919135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2919135.000000 Penalty: 5069.325195
	Iteration 135Q: 3 clusters Score -2919135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2919136.750000 Penalty: 5069.325195
	Iteration 136Q: 3 clusters Score -2919137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -2919144.000000 Penalty: 5069.325195
	Iteration 137Q: 3 clusters Score -2919144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2919147.000000 Penalty: 5069.325195
	Iteration 138Q: 3 clusters Score -2919147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2919151.000000 Penalty: 5069.325195
	Iteration 139Q: 3 clusters Score -2919151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2919148.500000 Penalty: 5069.325195
	Iteration 140F: 3 clusters Score -2919148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2919148.500000 Penalty: 5069.325195
	Iteration 141Q: 3 clusters Score -2919148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2919149.500000 Penalty: 5069.325195
	Iteration 142Q: 3 clusters Score -2919150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2919152.500000 Penalty: 5069.325195
	Iteration 143Q: 3 clusters Score -2919152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2919152.500000 Penalty: 5069.325195
	Iteration 144Q: 3 clusters Score -2919152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2919153.000000 Penalty: 5069.325195
	Iteration 145Q: 3 clusters Score -2919153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2919153.000000 Penalty: 5069.325195
	Iteration 146Q: 3 clusters Score -2919153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2919153.000000 Penalty: 5069.325195
	Iteration 147Q: 3 clusters Score -2919153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2919153.750000 Penalty: 5069.325195
	Iteration 148Q: 3 clusters Score -2919154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2919155.750000 Penalty: 5069.325195
	Iteration 149Q: 3 clusters Score -2919156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2919155.250000 Penalty: 5069.325195
	Iteration 150Q: 3 clusters Score -2919155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2919153.750000 Penalty: 5069.325195
	Iteration 151Q: 3 clusters Score -2919154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2919153.750000 Penalty: 5069.325195
	Iteration 152F: 3 clusters Score -2919154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 6672 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Entering Unmasked Estep 
Score: -212156208.000000 Penalty: 305412.593750
Splitting cluster 52 changes total score from -212149136.000000 to -212156208.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 53 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -730932.812500 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -730932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -725326.687500 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -725326.7 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -726833.750000 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -726833.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -727240.437500 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -727240.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -727690.625000 Penalty: 4367.614746
	Iteration 3F: 3 clusters Score -727690.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -728178.687500 Penalty: 4367.614746
	Iteration 4F: 3 clusters Score -728178.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -728674.187500 Penalty: 4367.614746
	Iteration 5F: 3 clusters Score -728674.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -729155.562500 Penalty: 4367.614746
	Iteration 6F: 3 clusters Score -729155.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -729612.500000 Penalty: 4367.614746
	Iteration 7F: 3 clusters Score -729612.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -730123.562500 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -730123.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -730694.000000 Penalty: 4367.614746
	Iteration 9F: 3 clusters Score -730694 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -731276.437500 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -731276.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -731786.000000 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -731786 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -732242.125000 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -732242.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -732716.500000 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -732716.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -733314.125000 Penalty: 4367.614746
	Iteration 14F: 3 clusters Score -733314.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -734144.375000 Penalty: 4367.614746
	Iteration 15F: 3 clusters Score -734144.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -735226.125000 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -735226.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -735976.875000 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -735976.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -736307.562500 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -736307.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -736332.875000 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -736332.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -736336.562500 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -736336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -736335.562500 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -736335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -736337.562500 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -736337.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -736337.562500 Penalty: 4367.614746
	Iteration 23F: 3 clusters Score -736337.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 8911 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Entering Unmasked Estep 
Score: -212161168.000000 Penalty: 309005.687500
Splitting cluster 53 changes total score from -212149136.000000 to -212161168.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 54 (8911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Entering Unmasked Estep 
Score: -934950.500000 Penalty: 2255.570312
	Iteration 0F: 2 clusters Score -934950.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -927878.500000 Penalty: 4511.140625
	Iteration 0F: 3 clusters Score -927878.5 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -930019.062500 Penalty: 4511.140625
	Iteration 1F: 3 clusters Score -930019.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -930567.562500 Penalty: 4511.140625
	Iteration 2F: 3 clusters Score -930567.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -931040.375000 Penalty: 4511.140625
	Iteration 3F: 3 clusters Score -931040.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -931416.500000 Penalty: 4511.140625
	Iteration 4F: 3 clusters Score -931416.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -931744.375000 Penalty: 4511.140625
	Iteration 5F: 3 clusters Score -931744.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -932033.500000 Penalty: 4511.140625
	Iteration 6F: 3 clusters Score -932033.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -932309.000000 Penalty: 4511.140625
	Iteration 7Q: 3 clusters Score -932309 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -932564.625000 Penalty: 4511.140625
	Iteration 8Q: 3 clusters Score -932564.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -932785.750000 Penalty: 4511.140625
	Iteration 9Q: 3 clusters Score -932785.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -933016.500000 Penalty: 4511.140625
	Iteration 10Q: 3 clusters Score -933016.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -933232.062500 Penalty: 4511.140625
	Iteration 11Q: 3 clusters Score -933232.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -933407.937500 Penalty: 4511.140625
	Iteration 12Q: 3 clusters Score -933407.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -933541.125000 Penalty: 4511.140625
	Iteration 13Q: 3 clusters Score -933541.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -933636.250000 Penalty: 4511.140625
	Iteration 14Q: 3 clusters Score -933636.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -933718.125000 Penalty: 4511.140625
	Iteration 15Q: 3 clusters Score -933718.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -933779.000000 Penalty: 4511.140625
	Iteration 16Q: 3 clusters Score -933779 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -933826.875000 Penalty: 4511.140625
	Iteration 17Q: 3 clusters Score -933826.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -933870.062500 Penalty: 4511.140625
	Iteration 18Q: 3 clusters Score -933870.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -933921.312500 Penalty: 4511.140625
	Iteration 19Q: 3 clusters Score -933921.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -933991.625000 Penalty: 4511.140625
	Iteration 20F: 3 clusters Score -933991.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -934138.750000 Penalty: 4511.140625
	Iteration 21Q: 3 clusters Score -934138.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -934419.562500 Penalty: 4511.140625
	Iteration 22Q: 3 clusters Score -934419.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -934802.812500 Penalty: 4511.140625
	Iteration 23Q: 3 clusters Score -934802.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -935153.250000 Penalty: 4511.140625
	Iteration 24Q: 3 clusters Score -935153.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -935396.437500 Penalty: 4511.140625
	Iteration 25Q: 3 clusters Score -935396.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -935535.187500 Penalty: 4511.140625
	Iteration 26Q: 3 clusters Score -935535.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -935606.187500 Penalty: 4511.140625
	Iteration 27Q: 3 clusters Score -935606.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -935643.750000 Penalty: 4511.140625
	Iteration 28Q: 3 clusters Score -935643.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -935676.187500 Penalty: 4511.140625
	Iteration 29Q: 3 clusters Score -935676.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -935699.937500 Penalty: 4511.140625
	Iteration 30Q: 3 clusters Score -935699.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -935728.562500 Penalty: 4511.140625
	Iteration 31Q: 3 clusters Score -935728.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -935763.000000 Penalty: 4511.140625
	Iteration 32Q: 3 clusters Score -935763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -935798.312500 Penalty: 4511.140625
	Iteration 33Q: 3 clusters Score -935798.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -935840.937500 Penalty: 4511.140625
	Iteration 34Q: 3 clusters Score -935840.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -935879.250000 Penalty: 4511.140625
	Iteration 35Q: 3 clusters Score -935879.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -935909.250000 Penalty: 4511.140625
	Iteration 36Q: 3 clusters Score -935909.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -935929.000000 Penalty: 4511.140625
	Iteration 37Q: 3 clusters Score -935929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -935948.312500 Penalty: 4511.140625
	Iteration 38Q: 3 clusters Score -935948.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -935963.375000 Penalty: 4511.140625
	Iteration 39Q: 3 clusters Score -935963.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -936010.812500 Penalty: 4511.140625
	Iteration 40F: 3 clusters Score -936010.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -936082.312500 Penalty: 4511.140625
	Iteration 41Q: 3 clusters Score -936082.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -936183.375000 Penalty: 4511.140625
	Iteration 42Q: 3 clusters Score -936183.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -936376.250000 Penalty: 4511.140625
	Iteration 43Q: 3 clusters Score -936376.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -936684.500000 Penalty: 4511.140625
	Iteration 44Q: 3 clusters Score -936684.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -936875.062500 Penalty: 4511.140625
	Iteration 45Q: 3 clusters Score -936875.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -936911.000000 Penalty: 4511.140625
	Iteration 46Q: 3 clusters Score -936911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -936919.687500 Penalty: 4511.140625
	Iteration 47Q: 3 clusters Score -936919.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -936923.750000 Penalty: 4511.140625
	Iteration 48Q: 3 clusters Score -936923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -936925.312500 Penalty: 4511.140625
	Iteration 49Q: 3 clusters Score -936925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -936925.125000 Penalty: 4511.140625
	Iteration 50Q: 3 clusters Score -936925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -936925.500000 Penalty: 4511.140625
	Iteration 51Q: 3 clusters Score -936925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -936925.250000 Penalty: 4511.140625
	Iteration 52Q: 3 clusters Score -936925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -936925.250000 Penalty: 4511.140625
	Iteration 53F: 3 clusters Score -936925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 10376 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Entering Unmasked Estep 
Score: -212162480.000000 Penalty: 312598.781250
Splitting cluster 54 changes total score from -212149136.000000 to -212162480.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 55 (19051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Entering Unmasked Estep 
Score: -2193852.750000 Penalty: 2444.008789
	Iteration 0F: 2 clusters Score -2193853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2180560.000000 Penalty: 4888.017578
	Iteration 0F: 3 clusters Score -2180560 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2184981.000000 Penalty: 4888.017578
	Iteration 1F: 3 clusters Score -2184981 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2185379.750000 Penalty: 4888.017578
	Iteration 2F: 3 clusters Score -2185380 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2185733.250000 Penalty: 4888.017578
	Iteration 3Q: 3 clusters Score -2185733 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2186050.500000 Penalty: 4888.017578
	Iteration 4Q: 3 clusters Score -2186050 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2186354.250000 Penalty: 4888.017578
	Iteration 5Q: 3 clusters Score -2186354 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2186655.500000 Penalty: 4888.017578
	Iteration 6Q: 3 clusters Score -2186656 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2186964.000000 Penalty: 4888.017578
	Iteration 7Q: 3 clusters Score -2186964 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2187346.750000 Penalty: 4888.017578
	Iteration 8Q: 3 clusters Score -2187347 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2187810.000000 Penalty: 4888.017578
	Iteration 9Q: 3 clusters Score -2187810 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2188320.750000 Penalty: 4888.017578
	Iteration 10Q: 3 clusters Score -2188321 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2188921.250000 Penalty: 4888.017578
	Iteration 11Q: 3 clusters Score -2188921 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2189471.000000 Penalty: 4888.017578
	Iteration 12Q: 3 clusters Score -2189471 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2190005.000000 Penalty: 4888.017578
	Iteration 13Q: 3 clusters Score -2190005 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2190407.250000 Penalty: 4888.017578
	Iteration 14Q: 3 clusters Score -2190407 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2190721.250000 Penalty: 4888.017578
	Iteration 15Q: 3 clusters Score -2190721 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2191005.250000 Penalty: 4888.017578
	Iteration 16Q: 3 clusters Score -2191005 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2191204.250000 Penalty: 4888.017578
	Iteration 17Q: 3 clusters Score -2191204 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2191359.750000 Penalty: 4888.017578
	Iteration 18Q: 3 clusters Score -2191360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2191487.500000 Penalty: 4888.017578
	Iteration 19Q: 3 clusters Score -2191488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2191554.500000 Penalty: 4888.017578
	Iteration 20F: 3 clusters Score -2191554 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2191614.000000 Penalty: 4888.017578
	Iteration 21Q: 3 clusters Score -2191614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2191661.500000 Penalty: 4888.017578
	Iteration 22Q: 3 clusters Score -2191662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2191706.250000 Penalty: 4888.017578
	Iteration 23Q: 3 clusters Score -2191706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2191729.250000 Penalty: 4888.017578
	Iteration 24Q: 3 clusters Score -2191729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2191741.750000 Penalty: 4888.017578
	Iteration 25Q: 3 clusters Score -2191742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2191757.500000 Penalty: 4888.017578
	Iteration 26Q: 3 clusters Score -2191758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2191770.000000 Penalty: 4888.017578
	Iteration 27Q: 3 clusters Score -2191770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2191781.250000 Penalty: 4888.017578
	Iteration 28Q: 3 clusters Score -2191781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2191794.250000 Penalty: 4888.017578
	Iteration 29Q: 3 clusters Score -2191794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2191802.750000 Penalty: 4888.017578
	Iteration 30Q: 3 clusters Score -2191803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2191816.250000 Penalty: 4888.017578
	Iteration 31Q: 3 clusters Score -2191816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2191817.000000 Penalty: 4888.017578
	Iteration 32Q: 3 clusters Score -2191817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2191826.500000 Penalty: 4888.017578
	Iteration 33Q: 3 clusters Score -2191826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2191834.500000 Penalty: 4888.017578
	Iteration 34Q: 3 clusters Score -2191834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2191835.500000 Penalty: 4888.017578
	Iteration 35Q: 3 clusters Score -2191836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2191848.750000 Penalty: 4888.017578
	Iteration 36Q: 3 clusters Score -2191849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2191852.750000 Penalty: 4888.017578
	Iteration 37Q: 3 clusters Score -2191853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2191863.250000 Penalty: 4888.017578
	Iteration 38Q: 3 clusters Score -2191863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2191875.750000 Penalty: 4888.017578
	Iteration 39Q: 3 clusters Score -2191876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2191882.250000 Penalty: 4888.017578
	Iteration 40F: 3 clusters Score -2191882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2191885.750000 Penalty: 4888.017578
	Iteration 41Q: 3 clusters Score -2191886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2191887.500000 Penalty: 4888.017578
	Iteration 42Q: 3 clusters Score -2191888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2191887.250000 Penalty: 4888.017578
	Iteration 43Q: 3 clusters Score -2191887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2191894.000000 Penalty: 4888.017578
	Iteration 44Q: 3 clusters Score -2191894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2191896.750000 Penalty: 4888.017578
	Iteration 45Q: 3 clusters Score -2191897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2191897.250000 Penalty: 4888.017578
	Iteration 46Q: 3 clusters Score -2191897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2191902.750000 Penalty: 4888.017578
	Iteration 47Q: 3 clusters Score -2191903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2191904.500000 Penalty: 4888.017578
	Iteration 48Q: 3 clusters Score -2191904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2191904.500000 Penalty: 4888.017578
	Iteration 49F: 3 clusters Score -2191904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Entering Unmasked Estep 
Score: -1048021.500000 Penalty: 2293.318115
	Iteration 0F: 2 clusters Score -1048022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1040088.000000 Penalty: 4586.636230
	Iteration 0F: 3 clusters Score -1040088 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1042986.312500 Penalty: 4586.636230
	Iteration 1F: 3 clusters Score -1042986 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1044107.750000 Penalty: 4586.636230
	Iteration 2F: 3 clusters Score -1044108 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1045164.125000 Penalty: 4586.636230
	Iteration 3F: 3 clusters Score -1045164 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1046072.812500 Penalty: 4586.636230
	Iteration 4F: 3 clusters Score -1046073 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1046688.937500 Penalty: 4586.636230
	Iteration 5F: 3 clusters Score -1046689 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1047071.812500 Penalty: 4586.636230
	Iteration 6F: 3 clusters Score -1047072 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1047318.812500 Penalty: 4586.636230
	Iteration 7Q: 3 clusters Score -1047319 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1047489.125000 Penalty: 4586.636230
	Iteration 8Q: 3 clusters Score -1047489 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1047630.875000 Penalty: 4586.636230
	Iteration 9Q: 3 clusters Score -1047631 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1047747.062500 Penalty: 4586.636230
	Iteration 10Q: 3 clusters Score -1047747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1047834.562500 Penalty: 4586.636230
	Iteration 11Q: 3 clusters Score -1047835 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1047945.312500 Penalty: 4586.636230
	Iteration 12Q: 3 clusters Score -1047945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1048059.187500 Penalty: 4586.636230
	Iteration 13Q: 3 clusters Score -1048059 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1048164.875000 Penalty: 4586.636230
	Iteration 14Q: 3 clusters Score -1048165 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1048246.750000 Penalty: 4586.636230
	Iteration 15Q: 3 clusters Score -1048247 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1048313.937500 Penalty: 4586.636230
	Iteration 16Q: 3 clusters Score -1048314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1048367.375000 Penalty: 4586.636230
	Iteration 17Q: 3 clusters Score -1048367 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1048405.187500 Penalty: 4586.636230
	Iteration 18Q: 3 clusters Score -1048405 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1048437.687500 Penalty: 4586.636230
	Iteration 19Q: 3 clusters Score -1048438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1048461.312500 Penalty: 4586.636230
	Iteration 20F: 3 clusters Score -1048461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1048476.687500 Penalty: 4586.636230
	Iteration 21Q: 3 clusters Score -1048477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1048485.687500 Penalty: 4586.636230
	Iteration 22Q: 3 clusters Score -1048486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1048491.062500 Penalty: 4586.636230
	Iteration 23Q: 3 clusters Score -1048491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1048500.125000 Penalty: 4586.636230
	Iteration 24Q: 3 clusters Score -1048500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1048510.187500 Penalty: 4586.636230
	Iteration 25Q: 3 clusters Score -1048510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1048516.500000 Penalty: 4586.636230
	Iteration 26Q: 3 clusters Score -1048516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1048522.875000 Penalty: 4586.636230
	Iteration 27Q: 3 clusters Score -1048523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1048532.812500 Penalty: 4586.636230
	Iteration 28Q: 3 clusters Score -1048533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1048541.187500 Penalty: 4586.636230
	Iteration 29Q: 3 clusters Score -1048541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1048557.625000 Penalty: 4586.636230
	Iteration 30Q: 3 clusters Score -1048558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1048564.500000 Penalty: 4586.636230
	Iteration 31Q: 3 clusters Score -1048564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1048570.187500 Penalty: 4586.636230
	Iteration 32Q: 3 clusters Score -1048570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1048576.625000 Penalty: 4586.636230
	Iteration 33Q: 3 clusters Score -1048577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1048580.625000 Penalty: 4586.636230
	Iteration 34Q: 3 clusters Score -1048581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1048584.625000 Penalty: 4586.636230
	Iteration 35Q: 3 clusters Score -1048585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1048586.375000 Penalty: 4586.636230
	Iteration 36Q: 3 clusters Score -1048586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1048593.125000 Penalty: 4586.636230
	Iteration 37Q: 3 clusters Score -1048593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1048595.250000 Penalty: 4586.636230
	Iteration 38Q: 3 clusters Score -1048595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1048599.875000 Penalty: 4586.636230
	Iteration 39Q: 3 clusters Score -1048600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1048603.750000 Penalty: 4586.636230
	Iteration 40F: 3 clusters Score -1048604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1048605.750000 Penalty: 4586.636230
	Iteration 41Q: 3 clusters Score -1048606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1048606.875000 Penalty: 4586.636230
	Iteration 42Q: 3 clusters Score -1048607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1048610.000000 Penalty: 4586.636230
	Iteration 43Q: 3 clusters Score -1048610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1048614.250000 Penalty: 4586.636230
	Iteration 44Q: 3 clusters Score -1048614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1048618.250000 Penalty: 4586.636230
	Iteration 45Q: 3 clusters Score -1048618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1048622.000000 Penalty: 4586.636230
	Iteration 46Q: 3 clusters Score -1048622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1048626.125000 Penalty: 4586.636230
	Iteration 47Q: 3 clusters Score -1048626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1048628.125000 Penalty: 4586.636230
	Iteration 48Q: 3 clusters Score -1048628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1048631.000000 Penalty: 4586.636230
	Iteration 49Q: 3 clusters Score -1048631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1048630.625000 Penalty: 4586.636230
	Iteration 50Q: 3 clusters Score -1048631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1048632.375000 Penalty: 4586.636230
	Iteration 51Q: 3 clusters Score -1048632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1048635.750000 Penalty: 4586.636230
	Iteration 52Q: 3 clusters Score -1048636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1048639.250000 Penalty: 4586.636230
	Iteration 53Q: 3 clusters Score -1048639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1048643.250000 Penalty: 4586.636230
	Iteration 54Q: 3 clusters Score -1048643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1048645.500000 Penalty: 4586.636230
	Iteration 55Q: 3 clusters Score -1048646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1048645.125000 Penalty: 4586.636230
	Iteration 56Q: 3 clusters Score -1048645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1048646.375000 Penalty: 4586.636230
	Iteration 57Q: 3 clusters Score -1048646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1048646.125000 Penalty: 4586.636230
	Iteration 58Q: 3 clusters Score -1048646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1048648.375000 Penalty: 4586.636230
	Iteration 59Q: 3 clusters Score -1048648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1048650.750000 Penalty: 4586.636230
	Iteration 60F: 3 clusters Score -1048651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1048653.625000 Penalty: 4586.636230
	Iteration 61Q: 3 clusters Score -1048654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1048660.625000 Penalty: 4586.636230
	Iteration 62Q: 3 clusters Score -1048661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1048665.500000 Penalty: 4586.636230
	Iteration 63Q: 3 clusters Score -1048666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1048670.000000 Penalty: 4586.636230
	Iteration 64Q: 3 clusters Score -1048670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1048674.500000 Penalty: 4586.636230
	Iteration 65Q: 3 clusters Score -1048674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1048680.375000 Penalty: 4586.636230
	Iteration 66Q: 3 clusters Score -1048680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1048689.250000 Penalty: 4586.636230
	Iteration 67Q: 3 clusters Score -1048689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1048695.625000 Penalty: 4586.636230
	Iteration 68Q: 3 clusters Score -1048696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1048709.500000 Penalty: 4586.636230
	Iteration 69Q: 3 clusters Score -1048710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1048735.875000 Penalty: 4586.636230
	Iteration 70Q: 3 clusters Score -1048736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1048774.750000 Penalty: 4586.636230
	Iteration 71Q: 3 clusters Score -1048775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1048838.000000 Penalty: 4586.636230
	Iteration 72Q: 3 clusters Score -1048838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1048931.875000 Penalty: 4586.636230
	Iteration 73Q: 3 clusters Score -1048932 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1049072.750000 Penalty: 4586.636230
	Iteration 74Q: 3 clusters Score -1049073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1049186.500000 Penalty: 4586.636230
	Iteration 75Q: 3 clusters Score -1049186 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1049240.625000 Penalty: 4586.636230
	Iteration 76Q: 3 clusters Score -1049241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1049262.125000 Penalty: 4586.636230
	Iteration 77Q: 3 clusters Score -1049262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1049276.750000 Penalty: 4586.636230
	Iteration 78Q: 3 clusters Score -1049277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1049291.000000 Penalty: 4586.636230
	Iteration 79Q: 3 clusters Score -1049291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1049294.750000 Penalty: 4586.636230
	Iteration 80F: 3 clusters Score -1049295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1049298.750000 Penalty: 4586.636230
	Iteration 81Q: 3 clusters Score -1049299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1049300.875000 Penalty: 4586.636230
	Iteration 82Q: 3 clusters Score -1049301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1049303.125000 Penalty: 4586.636230
	Iteration 83Q: 3 clusters Score -1049303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1049304.375000 Penalty: 4586.636230
	Iteration 84Q: 3 clusters Score -1049304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1049305.250000 Penalty: 4586.636230
	Iteration 85Q: 3 clusters Score -1049305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1049305.125000 Penalty: 4586.636230
	Iteration 86Q: 3 clusters Score -1049305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1049306.750000 Penalty: 4586.636230
	Iteration 87Q: 3 clusters Score -1049307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1049305.875000 Penalty: 4586.636230
	Iteration 88Q: 3 clusters Score -1049306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1049306.250000 Penalty: 4586.636230
	Iteration 89Q: 3 clusters Score -1049306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1049306.500000 Penalty: 4586.636230
	Iteration 90Q: 3 clusters Score -1049306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1049306.750000 Penalty: 4586.636230
	Iteration 91Q: 3 clusters Score -1049307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1049306.500000 Penalty: 4586.636230
	Iteration 92Q: 3 clusters Score -1049306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1049308.000000 Penalty: 4586.636230
	Iteration 93Q: 3 clusters Score -1049308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1049308.625000 Penalty: 4586.636230
	Iteration 94Q: 3 clusters Score -1049309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1049309.875000 Penalty: 4586.636230
	Iteration 95Q: 3 clusters Score -1049310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1049308.625000 Penalty: 4586.636230
	Iteration 96Q: 3 clusters Score -1049309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1049309.750000 Penalty: 4586.636230
	Iteration 97Q: 3 clusters Score -1049310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1049309.750000 Penalty: 4586.636230
	Iteration 98F: 3 clusters Score -1049310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 17884 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Entering Unmasked Estep 
Score: -212162128.000000 Penalty: 316191.875000
Splitting cluster 56 changes total score from -212149136.000000 to -212162128.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 57 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -616307.937500 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -616307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -611362.125000 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -611362.1 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -612765.687500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -612765.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -613215.875000 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -613215.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -613670.375000 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -613670.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -614161.562500 Penalty: 4298.315430
	Iteration 4F: 3 clusters Score -614161.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -614503.312500 Penalty: 4298.315430
	Iteration 5F: 3 clusters Score -614503.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -614714.437500 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -614714.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -614845.750000 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -614845.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -614926.812500 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -614926.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -614990.000000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -614990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -615025.687500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -615025.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -615053.562500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -615053.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -615068.937500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -615068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -615076.187500 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -615076.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -615082.187500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -615082.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -615088.187500 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -615088.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -615095.500000 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -615095.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -615104.250000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -615104.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -615113.437500 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -615113.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -615118.250000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -615118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -615124.875000 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -615124.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -615128.312500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -615128.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -615134.125000 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -615134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -615135.750000 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -615135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -615137.500000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -615137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -615138.000000 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -615138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -615137.812500 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -615137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -615138.187500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -615138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -615140.875000 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -615140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -615144.625000 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -615144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -615144.750000 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -615144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -615146.125000 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -615146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -615147.312500 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -615147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -615148.187500 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -615148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -615150.312500 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -615150.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -615152.000000 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -615152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -615155.312500 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -615155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -615158.062500 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -615158.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -615160.062500 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -615160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -615164.000000 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -615164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -615166.250000 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -615166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -615166.062500 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -615166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -615167.187500 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -615167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -615168.812500 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -615168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -615169.937500 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -615169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -615171.312500 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -615171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -615171.562500 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -615171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -615173.250000 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -615173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -615173.250000 Penalty: 4298.315430
	Iteration 48F: 3 clusters Score -615173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (17884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Entering Unmasked Estep 
Score: -1958809.500000 Penalty: 2428.332275
	Iteration 0F: 2 clusters Score -1958810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1946161.000000 Penalty: 4856.664551
	Iteration 0F: 3 clusters Score -1946161 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1950728.375000 Penalty: 4856.664551
	Iteration 1F: 3 clusters Score -1950728 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1951579.625000 Penalty: 4856.664551
	Iteration 2F: 3 clusters Score -1951580 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1952637.750000 Penalty: 4856.664551
	Iteration 3F: 3 clusters Score -1952638 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1953964.500000 Penalty: 4856.664551
	Iteration 4F: 3 clusters Score -1953964 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1955369.500000 Penalty: 4856.664551
	Iteration 5F: 3 clusters Score -1955370 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1956577.250000 Penalty: 4856.664551
	Iteration 6F: 3 clusters Score -1956577 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1957412.125000 Penalty: 4856.664551
	Iteration 7F: 3 clusters Score -1957412 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1957881.125000 Penalty: 4856.664551
	Iteration 8Q: 3 clusters Score -1957881 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1958161.125000 Penalty: 4856.664551
	Iteration 9Q: 3 clusters Score -1958161 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1958311.875000 Penalty: 4856.664551
	Iteration 10Q: 3 clusters Score -1958312 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1958392.250000 Penalty: 4856.664551
	Iteration 11Q: 3 clusters Score -1958392 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1958451.250000 Penalty: 4856.664551
	Iteration 12Q: 3 clusters Score -1958451 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1958503.750000 Penalty: 4856.664551
	Iteration 13Q: 3 clusters Score -1958504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1958547.125000 Penalty: 4856.664551
	Iteration 14Q: 3 clusters Score -1958547 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1958589.125000 Penalty: 4856.664551
	Iteration 15Q: 3 clusters Score -1958589 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1958627.875000 Penalty: 4856.664551
	Iteration 16Q: 3 clusters Score -1958628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1958668.375000 Penalty: 4856.664551
	Iteration 17Q: 3 clusters Score -1958668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1958717.000000 Penalty: 4856.664551
	Iteration 18Q: 3 clusters Score -1958717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1958786.250000 Penalty: 4856.664551
	Iteration 19Q: 3 clusters Score -1958786 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1958860.375000 Penalty: 4856.664551
	Iteration 20F: 3 clusters Score -1958860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1958893.500000 Penalty: 4856.664551
	Iteration 21Q: 3 clusters Score -1958894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1958917.375000 Penalty: 4856.664551
	Iteration 22Q: 3 clusters Score -1958917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1958922.250000 Penalty: 4856.664551
	Iteration 23Q: 3 clusters Score -1958922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1958926.000000 Penalty: 4856.664551
	Iteration 24Q: 3 clusters Score -1958926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1958931.125000 Penalty: 4856.664551
	Iteration 25Q: 3 clusters Score -1958931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1958932.000000 Penalty: 4856.664551
	Iteration 26Q: 3 clusters Score -1958932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1958935.500000 Penalty: 4856.664551
	Iteration 27Q: 3 clusters Score -1958936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1958939.500000 Penalty: 4856.664551
	Iteration 28Q: 3 clusters Score -1958940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1958947.750000 Penalty: 4856.664551
	Iteration 29Q: 3 clusters Score -1958948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1958943.500000 Penalty: 4856.664551
	Iteration 30Q: 3 clusters Score -1958944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1958950.500000 Penalty: 4856.664551
	Iteration 31Q: 3 clusters Score -1958950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1958956.750000 Penalty: 4856.664551
	Iteration 32Q: 3 clusters Score -1958957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1958958.875000 Penalty: 4856.664551
	Iteration 33Q: 3 clusters Score -1958959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1958958.875000 Penalty: 4856.664551
	Iteration 34Q: 3 clusters Score -1958959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1958967.625000 Penalty: 4856.664551
	Iteration 35Q: 3 clusters Score -1958968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1958965.875000 Penalty: 4856.664551
	Iteration 36Q: 3 clusters Score -1958966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1958965.125000 Penalty: 4856.664551
	Iteration 37Q: 3 clusters Score -1958965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1958974.500000 Penalty: 4856.664551
	Iteration 38Q: 3 clusters Score -1958974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1958979.000000 Penalty: 4856.664551
	Iteration 39Q: 3 clusters Score -1958979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1958983.250000 Penalty: 4856.664551
	Iteration 40F: 3 clusters Score -1958983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1958987.875000 Penalty: 4856.664551
	Iteration 41Q: 3 clusters Score -1958988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1958993.375000 Penalty: 4856.664551
	Iteration 42Q: 3 clusters Score -1958993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1958997.375000 Penalty: 4856.664551
	Iteration 43Q: 3 clusters Score -1958997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1959000.125000 Penalty: 4856.664551
	Iteration 44Q: 3 clusters Score -1959000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1959003.250000 Penalty: 4856.664551
	Iteration 45Q: 3 clusters Score -1959003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1959007.875000 Penalty: 4856.664551
	Iteration 46Q: 3 clusters Score -1959008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1959010.000000 Penalty: 4856.664551
	Iteration 47Q: 3 clusters Score -1959010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1959017.875000 Penalty: 4856.664551
	Iteration 48Q: 3 clusters Score -1959018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1959022.625000 Penalty: 4856.664551
	Iteration 49Q: 3 clusters Score -1959023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1959026.625000 Penalty: 4856.664551
	Iteration 50Q: 3 clusters Score -1959027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1959038.375000 Penalty: 4856.664551
	Iteration 51Q: 3 clusters Score -1959038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1959036.375000 Penalty: 4856.664551
	Iteration 52Q: 3 clusters Score -1959036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1959037.375000 Penalty: 4856.664551
	Iteration 53Q: 3 clusters Score -1959037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1959041.000000 Penalty: 4856.664551
	Iteration 54Q: 3 clusters Score -1959041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1959038.375000 Penalty: 4856.664551
	Iteration 55Q: 3 clusters Score -1959038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1959041.125000 Penalty: 4856.664551
	Iteration 56Q: 3 clusters Score -1959041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1959036.875000 Penalty: 4856.664551
	Iteration 57Q: 3 clusters Score -1959037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1959042.000000 Penalty: 4856.664551
	Iteration 58Q: 3 clusters Score -1959042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1959043.125000 Penalty: 4856.664551
	Iteration 59Q: 3 clusters Score -1959043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1959046.250000 Penalty: 4856.664551
	Iteration 60F: 3 clusters Score -1959046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1959044.125000 Penalty: 4856.664551
	Iteration 61Q: 3 clusters Score -1959044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1959043.625000 Penalty: 4856.664551
	Iteration 62Q: 3 clusters Score -1959044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1959044.250000 Penalty: 4856.664551
	Iteration 63Q: 3 clusters Score -1959044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1959042.750000 Penalty: 4856.664551
	Iteration 64Q: 3 clusters Score -1959043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1959044.125000 Penalty: 4856.664551
	Iteration 65Q: 3 clusters Score -1959044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1959043.000000 Penalty: 4856.664551
	Iteration 66Q: 3 clusters Score -1959043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1959043.875000 Penalty: 4856.664551
	Iteration 67Q: 3 clusters Score -1959044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1959040.250000 Penalty: 4856.664551
	Iteration 68Q: 3 clusters Score -1959040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1959043.500000 Penalty: 4856.664551
	Iteration 69Q: 3 clusters Score -1959044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1959038.375000 Penalty: 4856.664551
	Iteration 70Q: 3 clusters Score -1959038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1959044.000000 Penalty: 4856.664551
	Iteration 71Q: 3 clusters Score -1959044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1959045.875000 Penalty: 4856.664551
	Iteration 72Q: 3 clusters Score -1959046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1959047.500000 Penalty: 4856.664551
	Iteration 73Q: 3 clusters Score -1959048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1959047.250000 Penalty: 4856.664551
	Iteration 74Q: 3 clusters Score -1959047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1959052.000000 Penalty: 4856.664551
	Iteration 75Q: 3 clusters Score -1959052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1959052.250000 Penalty: 4856.664551
	Iteration 76Q: 3 clusters Score -1959052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1959051.125000 Penalty: 4856.664551
	Iteration 77Q: 3 clusters Score -1959051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1959052.750000 Penalty: 4856.664551
	Iteration 78Q: 3 clusters Score -1959053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1959053.125000 Penalty: 4856.664551
	Iteration 79Q: 3 clusters Score -1959053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1959054.875000 Penalty: 4856.664551
	Iteration 80F: 3 clusters Score -1959055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1959057.125000 Penalty: 4856.664551
	Iteration 81Q: 3 clusters Score -1959057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1959057.625000 Penalty: 4856.664551
	Iteration 82Q: 3 clusters Score -1959058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1959060.000000 Penalty: 4856.664551
	Iteration 83Q: 3 clusters Score -1959060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1959060.875000 Penalty: 4856.664551
	Iteration 84Q: 3 clusters Score -1959061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1959063.125000 Penalty: 4856.664551
	Iteration 85Q: 3 clusters Score -1959063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1959063.875000 Penalty: 4856.664551
	Iteration 86Q: 3 clusters Score -1959064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1959070.250000 Penalty: 4856.664551
	Iteration 87Q: 3 clusters Score -1959070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1959067.000000 Penalty: 4856.664551
	Iteration 88Q: 3 clusters Score -1959067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1959070.000000 Penalty: 4856.664551
	Iteration 89Q: 3 clusters Score -1959070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1959067.000000 Penalty: 4856.664551
	Iteration 90Q: 3 clusters Score -1959067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1959066.750000 Penalty: 4856.664551
	Iteration 91Q: 3 clusters Score -1959067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1959066.875000 Penalty: 4856.664551
	Iteration 92Q: 3 clusters Score -1959067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1959068.125000 Penalty: 4856.664551
	Iteration 93Q: 3 clusters Score -1959068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1959074.250000 Penalty: 4856.664551
	Iteration 94Q: 3 clusters Score -1959074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1959073.500000 Penalty: 4856.664551
	Iteration 95Q: 3 clusters Score -1959074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1959073.125000 Penalty: 4856.664551
	Iteration 96Q: 3 clusters Score -1959073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1959072.875000 Penalty: 4856.664551
	Iteration 97Q: 3 clusters Score -1959073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1959075.625000 Penalty: 4856.664551
	Iteration 98Q: 3 clusters Score -1959076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1959079.375000 Penalty: 4856.664551
	Iteration 99Q: 3 clusters Score -1959079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1959078.625000 Penalty: 4856.664551
	Iteration 100F: 3 clusters Score -1959079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1959081.875000 Penalty: 4856.664551
	Iteration 101Q: 3 clusters Score -1959082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1959081.500000 Penalty: 4856.664551
	Iteration 102Q: 3 clusters Score -1959082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1959081.375000 Penalty: 4856.664551
	Iteration 103Q: 3 clusters Score -1959081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1959083.000000 Penalty: 4856.664551
	Iteration 104Q: 3 clusters Score -1959083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1959088.125000 Penalty: 4856.664551
	Iteration 105Q: 3 clusters Score -1959088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1959089.500000 Penalty: 4856.664551
	Iteration 106Q: 3 clusters Score -1959090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1959084.750000 Penalty: 4856.664551
	Iteration 107Q: 3 clusters Score -1959085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1959085.875000 Penalty: 4856.664551
	Iteration 108Q: 3 clusters Score -1959086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1959086.250000 Penalty: 4856.664551
	Iteration 109Q: 3 clusters Score -1959086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1959082.750000 Penalty: 4856.664551
	Iteration 110Q: 3 clusters Score -1959083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1959082.500000 Penalty: 4856.664551
	Iteration 111Q: 3 clusters Score -1959082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1959082.500000 Penalty: 4856.664551
	Iteration 112F: 3 clusters Score -1959082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 9670 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Mstep: Class 89 contains 9380 members 
Entering Unmasked Estep 
Score: -212156976.000000 Penalty: 319784.968750
Splitting cluster 58 changes total score from -212149136.000000 to -212156976.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 59 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -1044631.312500 Penalty: 2275.842285
	Iteration 0F: 2 clusters Score -1044631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1037294.562500 Penalty: 4551.684570
	Iteration 0F: 3 clusters Score -1037295 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1039678.625000 Penalty: 4551.684570
	Iteration 1F: 3 clusters Score -1039679 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1040367.000000 Penalty: 4551.684570
	Iteration 2F: 3 clusters Score -1040367 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1041331.125000 Penalty: 4551.684570
	Iteration 3F: 3 clusters Score -1041331 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1042570.750000 Penalty: 4551.684570
	Iteration 4F: 3 clusters Score -1042571 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1043620.562500 Penalty: 4551.684570
	Iteration 5F: 3 clusters Score -1043621 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1044342.312500 Penalty: 4551.684570
	Iteration 6F: 3 clusters Score -1044342 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1044748.437500 Penalty: 4551.684570
	Iteration 7F: 3 clusters Score -1044748 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1044951.937500 Penalty: 4551.684570
	Iteration 8Q: 3 clusters Score -1044952 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1045078.187500 Penalty: 4551.684570
	Iteration 9Q: 3 clusters Score -1045078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1045154.000000 Penalty: 4551.684570
	Iteration 10Q: 3 clusters Score -1045154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1045200.812500 Penalty: 4551.684570
	Iteration 11Q: 3 clusters Score -1045201 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1045239.875000 Penalty: 4551.684570
	Iteration 12Q: 3 clusters Score -1045240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1045267.187500 Penalty: 4551.684570
	Iteration 13Q: 3 clusters Score -1045267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1045284.437500 Penalty: 4551.684570
	Iteration 14Q: 3 clusters Score -1045284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1045295.750000 Penalty: 4551.684570
	Iteration 15Q: 3 clusters Score -1045296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1045301.250000 Penalty: 4551.684570
	Iteration 16Q: 3 clusters Score -1045301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1045311.375000 Penalty: 4551.684570
	Iteration 17Q: 3 clusters Score -1045311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1045315.750000 Penalty: 4551.684570
	Iteration 18Q: 3 clusters Score -1045316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1045317.812500 Penalty: 4551.684570
	Iteration 19Q: 3 clusters Score -1045318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1045318.250000 Penalty: 4551.684570
	Iteration 20F: 3 clusters Score -1045318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1045320.750000 Penalty: 4551.684570
	Iteration 21Q: 3 clusters Score -1045321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1045324.187500 Penalty: 4551.684570
	Iteration 22Q: 3 clusters Score -1045324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1045323.937500 Penalty: 4551.684570
	Iteration 23Q: 3 clusters Score -1045324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1045325.375000 Penalty: 4551.684570
	Iteration 24Q: 3 clusters Score -1045325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1045327.187500 Penalty: 4551.684570
	Iteration 25Q: 3 clusters Score -1045327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1045324.875000 Penalty: 4551.684570
	Iteration 26Q: 3 clusters Score -1045325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1045327.062500 Penalty: 4551.684570
	Iteration 27Q: 3 clusters Score -1045327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1045325.812500 Penalty: 4551.684570
	Iteration 28Q: 3 clusters Score -1045326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1045329.375000 Penalty: 4551.684570
	Iteration 29Q: 3 clusters Score -1045329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1045332.562500 Penalty: 4551.684570
	Iteration 30Q: 3 clusters Score -1045333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1045329.562500 Penalty: 4551.684570
	Iteration 31Q: 3 clusters Score -1045330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1045332.875000 Penalty: 4551.684570
	Iteration 32Q: 3 clusters Score -1045333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1045333.187500 Penalty: 4551.684570
	Iteration 33Q: 3 clusters Score -1045333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1045334.437500 Penalty: 4551.684570
	Iteration 34Q: 3 clusters Score -1045334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1045332.437500 Penalty: 4551.684570
	Iteration 35Q: 3 clusters Score -1045332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1045332.437500 Penalty: 4551.684570
	Iteration 36F: 3 clusters Score -1045332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6003 members 
Mstep: Class 60 contains 8618 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Mstep: Class 89 contains 9380 members 
Mstep: Class 90 contains 3667 members 
Entering Unmasked Estep 
Score: -212154544.000000 Penalty: 323378.062500
Splitting cluster 59 changes total score from -212149136.000000 to -212154544.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 60 (8618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Entering Unmasked Estep 
Score: -866356.437500 Penalty: 2247.278809
	Iteration 0F: 2 clusters Score -866356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -859540.375000 Penalty: 4494.557617
	Iteration 0F: 3 clusters Score -859540.4 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -861696.625000 Penalty: 4494.557617
	Iteration 1F: 3 clusters Score -861696.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -862262.125000 Penalty: 4494.557617
	Iteration 2F: 3 clusters Score -862262.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -862683.312500 Penalty: 4494.557617
	Iteration 3F: 3 clusters Score -862683.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -863011.125000 Penalty: 4494.557617
	Iteration 4F: 3 clusters Score -863011.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -863248.312500 Penalty: 4494.557617
	Iteration 5Q: 3 clusters Score -863248.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -863426.812500 Penalty: 4494.557617
	Iteration 6Q: 3 clusters Score -863426.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -863569.000000 Penalty: 4494.557617
	Iteration 7Q: 3 clusters Score -863569 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -863716.625000 Penalty: 4494.557617
	Iteration 8Q: 3 clusters Score -863716.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -863856.437500 Penalty: 4494.557617
	Iteration 9Q: 3 clusters Score -863856.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -864030.750000 Penalty: 4494.557617
	Iteration 10Q: 3 clusters Score -864030.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -864207.437500 Penalty: 4494.557617
	Iteration 11Q: 3 clusters Score -864207.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -864406.000000 Penalty: 4494.557617
	Iteration 12Q: 3 clusters Score -864406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -864632.812500 Penalty: 4494.557617
	Iteration 13Q: 3 clusters Score -864632.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -864829.562500 Penalty: 4494.557617
	Iteration 14Q: 3 clusters Score -864829.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -865026.000000 Penalty: 4494.557617
	Iteration 15Q: 3 clusters Score -865026 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -865221.000000 Penalty: 4494.557617
	Iteration 16Q: 3 clusters Score -865221 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -865397.000000 Penalty: 4494.557617
	Iteration 17Q: 3 clusters Score -865397 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -865576.750000 Penalty: 4494.557617
	Iteration 18Q: 3 clusters Score -865576.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -865778.687500 Penalty: 4494.557617
	Iteration 19Q: 3 clusters Score -865778.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -865959.687500 Penalty: 4494.557617
	Iteration 20F: 3 clusters Score -865959.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -866091.125000 Penalty: 4494.557617
	Iteration 21Q: 3 clusters Score -866091.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -866170.250000 Penalty: 4494.557617
	Iteration 22Q: 3 clusters Score -866170.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -866226.812500 Penalty: 4494.557617
	Iteration 23Q: 3 clusters Score -866226.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -866277.687500 Penalty: 4494.557617
	Iteration 24Q: 3 clusters Score -866277.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -866313.187500 Penalty: 4494.557617
	Iteration 25Q: 3 clusters Score -866313.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -866341.562500 Penalty: 4494.557617
	Iteration 26Q: 3 clusters Score -866341.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -866369.437500 Penalty: 4494.557617
	Iteration 27Q: 3 clusters Score -866369.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -866393.125000 Penalty: 4494.557617
	Iteration 28Q: 3 clusters Score -866393.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -866408.500000 Penalty: 4494.557617
	Iteration 29Q: 3 clusters Score -866408.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -866417.687500 Penalty: 4494.557617
	Iteration 30Q: 3 clusters Score -866417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -866424.187500 Penalty: 4494.557617
	Iteration 31Q: 3 clusters Score -866424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -866430.500000 Penalty: 4494.557617
	Iteration 32Q: 3 clusters Score -866430.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -866447.187500 Penalty: 4494.557617
	Iteration 33Q: 3 clusters Score -866447.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -866467.750000 Penalty: 4494.557617
	Iteration 34Q: 3 clusters Score -866467.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -866493.187500 Penalty: 4494.557617
	Iteration 35Q: 3 clusters Score -866493.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -866540.000000 Penalty: 4494.557617
	Iteration 36Q: 3 clusters Score -866540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -866632.625000 Penalty: 4494.557617
	Iteration 37Q: 3 clusters Score -866632.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -866732.437500 Penalty: 4494.557617
	Iteration 38Q: 3 clusters Score -866732.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -866803.687500 Penalty: 4494.557617
	Iteration 39Q: 3 clusters Score -866803.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -866834.562500 Penalty: 4494.557617
	Iteration 40F: 3 clusters Score -866834.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -866851.750000 Penalty: 4494.557617
	Iteration 41Q: 3 clusters Score -866851.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -866868.312500 Penalty: 4494.557617
	Iteration 42Q: 3 clusters Score -866868.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -866879.312500 Penalty: 4494.557617
	Iteration 43Q: 3 clusters Score -866879.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -866891.500000 Penalty: 4494.557617
	Iteration 44Q: 3 clusters Score -866891.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -866900.875000 Penalty: 4494.557617
	Iteration 45Q: 3 clusters Score -866900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -866905.312500 Penalty: 4494.557617
	Iteration 46Q: 3 clusters Score -866905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -866910.125000 Penalty: 4494.557617
	Iteration 47Q: 3 clusters Score -866910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -866917.750000 Penalty: 4494.557617
	Iteration 48Q: 3 clusters Score -866917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -866925.062500 Penalty: 4494.557617
	Iteration 49Q: 3 clusters Score -866925.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -866928.312500 Penalty: 4494.557617
	Iteration 50Q: 3 clusters Score -866928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -866932.000000 Penalty: 4494.557617
	Iteration 51Q: 3 clusters Score -866932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -866935.187500 Penalty: 4494.557617
	Iteration 52Q: 3 clusters Score -866935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -866938.250000 Penalty: 4494.557617
	Iteration 53Q: 3 clusters Score -866938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -866936.750000 Penalty: 4494.557617
	Iteration 54Q: 3 clusters Score -866936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -866938.312500 Penalty: 4494.557617
	Iteration 55Q: 3 clusters Score -866938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -866939.062500 Penalty: 4494.557617
	Iteration 56Q: 3 clusters Score -866939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -866940.125000 Penalty: 4494.557617
	Iteration 57Q: 3 clusters Score -866940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -866939.562500 Penalty: 4494.557617
	Iteration 58Q: 3 clusters Score -866939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -866941.625000 Penalty: 4494.557617
	Iteration 59Q: 3 clusters Score -866941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -866942.375000 Penalty: 4494.557617
	Iteration 60F: 3 clusters Score -866942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -866943.937500 Penalty: 4494.557617
	Iteration 61Q: 3 clusters Score -866943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -866943.187500 Penalty: 4494.557617
	Iteration 62Q: 3 clusters Score -866943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -866943.312500 Penalty: 4494.557617
	Iteration 63Q: 3 clusters Score -866943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -866944.625000 Penalty: 4494.557617
	Iteration 64Q: 3 clusters Score -866944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -866943.187500 Penalty: 4494.557617
	Iteration 65Q: 3 clusters Score -866943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -866943.187500 Penalty: 4494.557617
	Iteration 66F: 3 clusters Score -866943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6003 members 
Mstep: Class 60 contains 1531 members 
Mstep: Class 61 contains 7868 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Mstep: Class 89 contains 9380 members 
Mstep: Class 90 contains 3667 members 
Mstep: Class 91 contains 7087 members 
Entering Unmasked Estep 
Score: -212153520.000000 Penalty: 326971.156250
Splitting cluster 60 changes total score from -212149136.000000 to -212153520.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 61 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -853992.562500 Penalty: 2224.698730
	Iteration 0F: 2 clusters Score -853992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -847768.687500 Penalty: 4449.397461
	Iteration 0F: 3 clusters Score -847768.7 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -849591.750000 Penalty: 4449.397461
	Iteration 1F: 3 clusters Score -849591.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -850131.250000 Penalty: 4449.397461
	Iteration 2F: 3 clusters Score -850131.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -850799.437500 Penalty: 4449.397461
	Iteration 3F: 3 clusters Score -850799.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -851657.000000 Penalty: 4449.397461
	Iteration 4F: 3 clusters Score -851657 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -852458.437500 Penalty: 4449.397461
	Iteration 5F: 3 clusters Score -852458.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -852982.312500 Penalty: 4449.397461
	Iteration 6F: 3 clusters Score -852982.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -853273.937500 Penalty: 4449.397461
	Iteration 7Q: 3 clusters Score -853273.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -853475.437500 Penalty: 4449.397461
	Iteration 8Q: 3 clusters Score -853475.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -853605.937500 Penalty: 4449.397461
	Iteration 9Q: 3 clusters Score -853605.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -853699.750000 Penalty: 4449.397461
	Iteration 10Q: 3 clusters Score -853699.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -853761.437500 Penalty: 4449.397461
	Iteration 11Q: 3 clusters Score -853761.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -853815.687500 Penalty: 4449.397461
	Iteration 12Q: 3 clusters Score -853815.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -853872.937500 Penalty: 4449.397461
	Iteration 13Q: 3 clusters Score -853872.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -853937.062500 Penalty: 4449.397461
	Iteration 14Q: 3 clusters Score -853937.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -854014.000000 Penalty: 4449.397461
	Iteration 15Q: 3 clusters Score -854014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -854089.000000 Penalty: 4449.397461
	Iteration 16Q: 3 clusters Score -854089 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -854180.562500 Penalty: 4449.397461
	Iteration 17Q: 3 clusters Score -854180.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -854231.687500 Penalty: 4449.397461
	Iteration 18Q: 3 clusters Score -854231.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -854261.250000 Penalty: 4449.397461
	Iteration 19Q: 3 clusters Score -854261.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -854275.875000 Penalty: 4449.397461
	Iteration 20F: 3 clusters Score -854275.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -854280.687500 Penalty: 4449.397461
	Iteration 21Q: 3 clusters Score -854280.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -854290.937500 Penalty: 4449.397461
	Iteration 22Q: 3 clusters Score -854290.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -854296.562500 Penalty: 4449.397461
	Iteration 23Q: 3 clusters Score -854296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -854299.875000 Penalty: 4449.397461
	Iteration 24Q: 3 clusters Score -854299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -854306.000000 Penalty: 4449.397461
	Iteration 25Q: 3 clusters Score -854306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -854309.750000 Penalty: 4449.397461
	Iteration 26Q: 3 clusters Score -854309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -854309.500000 Penalty: 4449.397461
	Iteration 27Q: 3 clusters Score -854309.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -854311.312500 Penalty: 4449.397461
	Iteration 28Q: 3 clusters Score -854311.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -854314.625000 Penalty: 4449.397461
	Iteration 29Q: 3 clusters Score -854314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -854317.000000 Penalty: 4449.397461
	Iteration 30Q: 3 clusters Score -854317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -854315.812500 Penalty: 4449.397461
	Iteration 31Q: 3 clusters Score -854315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -854316.812500 Penalty: 4449.397461
	Iteration 32Q: 3 clusters Score -854316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -854316.812500 Penalty: 4449.397461
	Iteration 33F: 3 clusters Score -854316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6003 members 
Mstep: Class 60 contains 1531 members 
Mstep: Class 61 contains 3723 members 
Mstep: Class 62 contains 8055 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Mstep: Class 89 contains 9380 members 
Mstep: Class 90 contains 3667 members 
Mstep: Class 91 contains 7087 members 
Mstep: Class 92 contains 4145 members 
Entering Unmasked Estep 
Score: -212152144.000000 Penalty: 330564.218750
Splitting cluster 61 changes total score from -212149136.000000 to -212152144.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 62 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -723303.375000 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -723303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -716972.187500 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -716972.2 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -719464.125000 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -719464.1 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -720810.875000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -720810.9 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -721896.250000 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -721896.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -722543.000000 Penalty: 4461.047852
	Iteration 4F: 3 clusters Score -722543 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -722870.125000 Penalty: 4461.047852
	Iteration 5F: 3 clusters Score -722870.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -723054.375000 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -723054.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -723175.750000 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -723175.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -723252.437500 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -723252.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -723318.187500 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -723318.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -723366.812500 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -723366.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -723399.750000 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -723399.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -723435.750000 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -723435.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -723460.625000 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -723460.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -723481.000000 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -723481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -723496.187500 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -723496.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -723510.187500 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -723510.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -723526.125000 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -723526.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -723542.500000 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -723542.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -723559.625000 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -723559.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -723578.750000 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -723578.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -723597.812500 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -723597.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -723623.187500 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -723623.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -723651.125000 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -723651.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -723682.812500 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -723682.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -723714.250000 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -723714.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -723740.375000 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -723740.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -723761.750000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -723761.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -723771.812500 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -723771.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -723779.437500 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -723779.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -723784.000000 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -723784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -723788.750000 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -723788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -723794.125000 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -723794.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -723797.625000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -723797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -723801.750000 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -723801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -723804.875000 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -723804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -723807.687500 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -723807.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -723813.187500 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -723813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -723814.375000 Penalty: 4461.047852
	Iteration 38Q: 3 clusters Score -723814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -723818.312500 Penalty: 4461.047852
	Iteration 39Q: 3 clusters Score -723818.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -723821.750000 Penalty: 4461.047852
	Iteration 40F: 3 clusters Score -723821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -723826.500000 Penalty: 4461.047852
	Iteration 41Q: 3 clusters Score -723826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -723832.125000 Penalty: 4461.047852
	Iteration 42Q: 3 clusters Score -723832.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -723835.312500 Penalty: 4461.047852
	Iteration 43Q: 3 clusters Score -723835.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -723839.000000 Penalty: 4461.047852
	Iteration 44Q: 3 clusters Score -723839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -723844.187500 Penalty: 4461.047852
	Iteration 45Q: 3 clusters Score -723844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -723851.250000 Penalty: 4461.047852
	Iteration 46Q: 3 clusters Score -723851.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -723856.500000 Penalty: 4461.047852
	Iteration 47Q: 3 clusters Score -723856.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -723866.937500 Penalty: 4461.047852
	Iteration 48Q: 3 clusters Score -723866.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -723872.375000 Penalty: 4461.047852
	Iteration 49Q: 3 clusters Score -723872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -723876.062500 Penalty: 4461.047852
	Iteration 50Q: 3 clusters Score -723876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -723878.500000 Penalty: 4461.047852
	Iteration 51Q: 3 clusters Score -723878.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -723885.625000 Penalty: 4461.047852
	Iteration 52Q: 3 clusters Score -723885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -723893.562500 Penalty: 4461.047852
	Iteration 53Q: 3 clusters Score -723893.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -723894.812500 Penalty: 4461.047852
	Iteration 54Q: 3 clusters Score -723894.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -723896.625000 Penalty: 4461.047852
	Iteration 55Q: 3 clusters Score -723896.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -723902.125000 Penalty: 4461.047852
	Iteration 56Q: 3 clusters Score -723902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -723906.250000 Penalty: 4461.047852
	Iteration 57Q: 3 clusters Score -723906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -723908.875000 Penalty: 4461.047852
	Iteration 58Q: 3 clusters Score -723908.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -723912.687500 Penalty: 4461.047852
	Iteration 59Q: 3 clusters Score -723912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -723915.187500 Penalty: 4461.047852
	Iteration 60F: 3 clusters Score -723915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -723918.375000 Penalty: 4461.047852
	Iteration 61Q: 3 clusters Score -723918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -723919.437500 Penalty: 4461.047852
	Iteration 62Q: 3 clusters Score -723919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -723921.437500 Penalty: 4461.047852
	Iteration 63Q: 3 clusters Score -723921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -723922.500000 Penalty: 4461.047852
	Iteration 64Q: 3 clusters Score -723922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -723928.000000 Penalty: 4461.047852
	Iteration 65Q: 3 clusters Score -723928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -723928.000000 Penalty: 4461.047852
	Iteration 66Q: 3 clusters Score -723928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -723932.000000 Penalty: 4461.047852
	Iteration 67Q: 3 clusters Score -723932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -723935.812500 Penalty: 4461.047852
	Iteration 68Q: 3 clusters Score -723935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -723940.687500 Penalty: 4461.047852
	Iteration 69Q: 3 clusters Score -723940.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -723943.687500 Penalty: 4461.047852
	Iteration 70Q: 3 clusters Score -723943.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -723947.812500 Penalty: 4461.047852
	Iteration 71Q: 3 clusters Score -723947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -723953.125000 Penalty: 4461.047852
	Iteration 72Q: 3 clusters Score -723953.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -723963.562500 Penalty: 4461.047852
	Iteration 73Q: 3 clusters Score -723963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -723968.187500 Penalty: 4461.047852
	Iteration 74Q: 3 clusters Score -723968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -723975.250000 Penalty: 4461.047852
	Iteration 75Q: 3 clusters Score -723975.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -723981.750000 Penalty: 4461.047852
	Iteration 76Q: 3 clusters Score -723981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -723988.937500 Penalty: 4461.047852
	Iteration 77Q: 3 clusters Score -723988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -723995.375000 Penalty: 4461.047852
	Iteration 78Q: 3 clusters Score -723995.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -724000.625000 Penalty: 4461.047852
	Iteration 79Q: 3 clusters Score -724000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -724002.875000 Penalty: 4461.047852
	Iteration 80F: 3 clusters Score -724002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -724007.375000 Penalty: 4461.047852
	Iteration 81Q: 3 clusters Score -724007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -724010.250000 Penalty: 4461.047852
	Iteration 82Q: 3 clusters Score -724010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -724010.562500 Penalty: 4461.047852
	Iteration 83Q: 3 clusters Score -724010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -724010.187500 Penalty: 4461.047852
	Iteration 84Q: 3 clusters Score -724010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -724009.812500 Penalty: 4461.047852
	Iteration 85Q: 3 clusters Score -724009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -724013.187500 Penalty: 4461.047852
	Iteration 86Q: 3 clusters Score -724013.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -724014.312500 Penalty: 4461.047852
	Iteration 87Q: 3 clusters Score -724014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -724017.375000 Penalty: 4461.047852
	Iteration 88Q: 3 clusters Score -724017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -724019.312500 Penalty: 4461.047852
	Iteration 89Q: 3 clusters Score -724019.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -724022.125000 Penalty: 4461.047852
	Iteration 90Q: 3 clusters Score -724022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -724024.000000 Penalty: 4461.047852
	Iteration 91Q: 3 clusters Score -724024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -724024.437500 Penalty: 4461.047852
	Iteration 92Q: 3 clusters Score -724024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -724024.375000 Penalty: 4461.047852
	Iteration 93Q: 3 clusters Score -724024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -724026.625000 Penalty: 4461.047852
	Iteration 94Q: 3 clusters Score -724026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -724027.375000 Penalty: 4461.047852
	Iteration 95Q: 3 clusters Score -724027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -724028.375000 Penalty: 4461.047852
	Iteration 96Q: 3 clusters Score -724028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -724026.375000 Penalty: 4461.047852
	Iteration 97Q: 3 clusters Score -724026.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -724026.375000 Penalty: 4461.047852
	Iteration 98F: 3 clusters Score -724026.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6003 members 
Mstep: Class 60 contains 1531 members 
Mstep: Class 61 contains 3723 members 
Mstep: Class 62 contains 2594 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 8954 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Mstep: Class 89 contains 9380 members 
Mstep: Class 90 contains 3667 members 
Mstep: Class 91 contains 7087 members 
Mstep: Class 92 contains 4145 members 
Mstep: Class 93 contains 5461 members 
Entering Unmasked Estep 
Score: -212151616.000000 Penalty: 334157.312500
Splitting cluster 62 changes total score from -212149136.000000 to -212151616.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 63 (30804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Entering Unmasked Estep 
Score: -3541523.500000 Penalty: 2563.179199
	Iteration 0F: 2 clusters Score -3541524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3520380.250000 Penalty: 5126.358398
	Iteration 0F: 3 clusters Score -3520380 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3528161.250000 Penalty: 5126.358398
	Iteration 1F: 3 clusters Score -3528161 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3528846.250000 Penalty: 5126.358398
	Iteration 2F: 3 clusters Score -3528846 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3529518.750000 Penalty: 5126.358398
	Iteration 3F: 3 clusters Score -3529519 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3530213.750000 Penalty: 5126.358398
	Iteration 4Q: 3 clusters Score -3530214 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3531023.250000 Penalty: 5126.358398
	Iteration 5F: 3 clusters Score -3531023 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3531917.500000 Penalty: 5126.358398
	Iteration 6F: 3 clusters Score -3531918 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3532890.500000 Penalty: 5126.358398
	Iteration 7F: 3 clusters Score -3532890 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3533749.500000 Penalty: 5126.358398
	Iteration 8F: 3 clusters Score -3533750 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3534503.500000 Penalty: 5126.358398
	Iteration 9Q: 3 clusters Score -3534504 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3535157.500000 Penalty: 5126.358398
	Iteration 10Q: 3 clusters Score -3535158 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3535740.750000 Penalty: 5126.358398
	Iteration 11Q: 3 clusters Score -3535741 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3536244.500000 Penalty: 5126.358398
	Iteration 12Q: 3 clusters Score -3536244 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3536662.250000 Penalty: 5126.358398
	Iteration 13Q: 3 clusters Score -3536662 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3536994.000000 Penalty: 5126.358398
	Iteration 14Q: 3 clusters Score -3536994 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3537251.500000 Penalty: 5126.358398
	Iteration 15Q: 3 clusters Score -3537252 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3537465.000000 Penalty: 5126.358398
	Iteration 16Q: 3 clusters Score -3537465 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3537693.750000 Penalty: 5126.358398
	Iteration 17Q: 3 clusters Score -3537694 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3537960.500000 Penalty: 5126.358398
	Iteration 18Q: 3 clusters Score -3537960 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3538146.500000 Penalty: 5126.358398
	Iteration 19Q: 3 clusters Score -3538146 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3538326.750000 Penalty: 5126.358398
	Iteration 20F: 3 clusters Score -3538327 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3538457.250000 Penalty: 5126.358398
	Iteration 21Q: 3 clusters Score -3538457 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3538571.750000 Penalty: 5126.358398
	Iteration 22Q: 3 clusters Score -3538572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3538650.750000 Penalty: 5126.358398
	Iteration 23Q: 3 clusters Score -3538651 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3538712.000000 Penalty: 5126.358398
	Iteration 24Q: 3 clusters Score -3538712 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3538756.500000 Penalty: 5126.358398
	Iteration 25Q: 3 clusters Score -3538756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3538800.250000 Penalty: 5126.358398
	Iteration 26Q: 3 clusters Score -3538800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3538827.500000 Penalty: 5126.358398
	Iteration 27Q: 3 clusters Score -3538828 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3538881.250000 Penalty: 5126.358398
	Iteration 28Q: 3 clusters Score -3538881 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3538924.500000 Penalty: 5126.358398
	Iteration 29Q: 3 clusters Score -3538924 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3538967.250000 Penalty: 5126.358398
	Iteration 30Q: 3 clusters Score -3538967 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3539004.500000 Penalty: 5126.358398
	Iteration 31Q: 3 clusters Score -3539004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3539038.750000 Penalty: 5126.358398
	Iteration 32Q: 3 clusters Score -3539039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3539059.500000 Penalty: 5126.358398
	Iteration 33Q: 3 clusters Score -3539060 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3539090.250000 Penalty: 5126.358398
	Iteration 34Q: 3 clusters Score -3539090 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3539111.000000 Penalty: 5126.358398
	Iteration 35Q: 3 clusters Score -3539111 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3539135.250000 Penalty: 5126.358398
	Iteration 36Q: 3 clusters Score -3539135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3539141.500000 Penalty: 5126.358398
	Iteration 37Q: 3 clusters Score -3539142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3539164.500000 Penalty: 5126.358398
	Iteration 38Q: 3 clusters Score -3539164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3539187.250000 Penalty: 5126.358398
	Iteration 39Q: 3 clusters Score -3539187 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3539206.500000 Penalty: 5126.358398
	Iteration 40F: 3 clusters Score -3539206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3539239.000000 Penalty: 5126.358398
	Iteration 41Q: 3 clusters Score -3539239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3539246.000000 Penalty: 5126.358398
	Iteration 42Q: 3 clusters Score -3539246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3539273.500000 Penalty: 5126.358398
	Iteration 43Q: 3 clusters Score -3539274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3539290.250000 Penalty: 5126.358398
	Iteration 44Q: 3 clusters Score -3539290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3539304.250000 Penalty: 5126.358398
	Iteration 45Q: 3 clusters Score -3539304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3539319.750000 Penalty: 5126.358398
	Iteration 46Q: 3 clusters Score -3539320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3539334.500000 Penalty: 5126.358398
	Iteration 47Q: 3 clusters Score -3539334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3539355.000000 Penalty: 5126.358398
	Iteration 48Q: 3 clusters Score -3539355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3539374.750000 Penalty: 5126.358398
	Iteration 49Q: 3 clusters Score -3539375 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3539390.250000 Penalty: 5126.358398
	Iteration 50Q: 3 clusters Score -3539390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3539404.750000 Penalty: 5126.358398
	Iteration 51Q: 3 clusters Score -3539405 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3539439.000000 Penalty: 5126.358398
	Iteration 52Q: 3 clusters Score -3539439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3539449.000000 Penalty: 5126.358398
	Iteration 53Q: 3 clusters Score -3539449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3539483.750000 Penalty: 5126.358398
	Iteration 54Q: 3 clusters Score -3539484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3539492.750000 Penalty: 5126.358398
	Iteration 55Q: 3 clusters Score -3539493 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3539516.000000 Penalty: 5126.358398
	Iteration 56Q: 3 clusters Score -3539516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3539543.250000 Penalty: 5126.358398
	Iteration 57Q: 3 clusters Score -3539543 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3539542.000000 Penalty: 5126.358398
	Iteration 58Q: 3 clusters Score -3539542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3539563.250000 Penalty: 5126.358398
	Iteration 59Q: 3 clusters Score -3539563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3539571.750000 Penalty: 5126.358398
	Iteration 60F: 3 clusters Score -3539572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3539593.000000 Penalty: 5126.358398
	Iteration 61Q: 3 clusters Score -3539593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3539597.750000 Penalty: 5126.358398
	Iteration 62Q: 3 clusters Score -3539598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3539605.750000 Penalty: 5126.358398
	Iteration 63Q: 3 clusters Score -3539606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3539607.250000 Penalty: 5126.358398
	Iteration 64Q: 3 clusters Score -3539607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3539617.750000 Penalty: 5126.358398
	Iteration 65Q: 3 clusters Score -3539618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3539630.750000 Penalty: 5126.358398
	Iteration 66Q: 3 clusters Score -3539631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3539641.000000 Penalty: 5126.358398
	Iteration 67Q: 3 clusters Score -3539641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3539636.750000 Penalty: 5126.358398
	Iteration 68Q: 3 clusters Score -3539637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3539643.000000 Penalty: 5126.358398
	Iteration 69Q: 3 clusters Score -3539643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3539643.500000 Penalty: 5126.358398
	Iteration 70Q: 3 clusters Score -3539644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3539648.500000 Penalty: 5126.358398
	Iteration 71Q: 3 clusters Score -3539648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3539656.500000 Penalty: 5126.358398
	Iteration 72Q: 3 clusters Score -3539656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3539669.750000 Penalty: 5126.358398
	Iteration 73Q: 3 clusters Score -3539670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3539671.500000 Penalty: 5126.358398
	Iteration 74Q: 3 clusters Score -3539672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3539681.250000 Penalty: 5126.358398
	Iteration 75Q: 3 clusters Score -3539681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3539686.000000 Penalty: 5126.358398
	Iteration 76Q: 3 clusters Score -3539686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3539690.500000 Penalty: 5126.358398
	Iteration 77Q: 3 clusters Score -3539690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3539693.750000 Penalty: 5126.358398
	Iteration 78Q: 3 clusters Score -3539694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3539694.250000 Penalty: 5126.358398
	Iteration 79Q: 3 clusters Score -3539694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3539688.000000 Penalty: 5126.358398
	Iteration 80F: 3 clusters Score -3539688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3539690.500000 Penalty: 5126.358398
	Iteration 81Q: 3 clusters Score -3539690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3539692.750000 Penalty: 5126.358398
	Iteration 82Q: 3 clusters Score -3539693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3539701.000000 Penalty: 5126.358398
	Iteration 83Q: 3 clusters Score -3539701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3539701.500000 Penalty: 5126.358398
	Iteration 84Q: 3 clusters Score -3539702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3539701.000000 Penalty: 5126.358398
	Iteration 85Q: 3 clusters Score -3539701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3539698.250000 Penalty: 5126.358398
	Iteration 86Q: 3 clusters Score -3539698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3539702.500000 Penalty: 5126.358398
	Iteration 87Q: 3 clusters Score -3539702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3539700.250000 Penalty: 5126.358398
	Iteration 88Q: 3 clusters Score -3539700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3539702.750000 Penalty: 5126.358398
	Iteration 89Q: 3 clusters Score -3539703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3539705.000000 Penalty: 5126.358398
	Iteration 90Q: 3 clusters Score -3539705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3539704.500000 Penalty: 5126.358398
	Iteration 91Q: 3 clusters Score -3539704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3539713.750000 Penalty: 5126.358398
	Iteration 92Q: 3 clusters Score -3539714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3539712.750000 Penalty: 5126.358398
	Iteration 93Q: 3 clusters Score -3539713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3539707.000000 Penalty: 5126.358398
	Iteration 94Q: 3 clusters Score -3539707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3539715.500000 Penalty: 5126.358398
	Iteration 95Q: 3 clusters Score -3539716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3539709.000000 Penalty: 5126.358398
	Iteration 96Q: 3 clusters Score -3539709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3539711.250000 Penalty: 5126.358398
	Iteration 97Q: 3 clusters Score -3539711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3539716.250000 Penalty: 5126.358398
	Iteration 98Q: 3 clusters Score -3539716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3539712.250000 Penalty: 5126.358398
	Iteration 99Q: 3 clusters Score -3539712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3539709.000000 Penalty: 5126.358398
	Iteration 100F: 3 clusters Score -3539709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3539707.500000 Penalty: 5126.358398
	Iteration 101Q: 3 clusters Score -3539708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3539709.000000 Penalty: 5126.358398
	Iteration 102Q: 3 clusters Score -3539709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3539714.500000 Penalty: 5126.358398
	Iteration 103Q: 3 clusters Score -3539714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3539711.250000 Penalty: 5126.358398
	Iteration 104Q: 3 clusters Score -3539711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3539711.000000 Penalty: 5126.358398
	Iteration 105Q: 3 clusters Score -3539711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3539709.000000 Penalty: 5126.358398
	Iteration 106Q: 3 clusters Score -3539709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3539708.000000 Penalty: 5126.358398
	Iteration 107Q: 3 clusters Score -3539708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3539706.500000 Penalty: 5126.358398
	Iteration 108Q: 3 clusters Score -3539706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3539708.750000 Penalty: 5126.358398
	Iteration 109Q: 3 clusters Score -3539709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3539708.750000 Penalty: 5126.358398
	Iteration 110Q: 3 clusters Score -3539709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3539712.750000 Penalty: 5126.358398
	Iteration 111Q: 3 clusters Score -3539713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3539714.500000 Penalty: 5126.358398
	Iteration 112Q: 3 clusters Score -3539714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3539713.500000 Penalty: 5126.358398
	Iteration 113Q: 3 clusters Score -3539714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3539713.000000 Penalty: 5126.358398
	Iteration 114Q: 3 clusters Score -3539713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3539713.000000 Penalty: 5126.358398
	Iteration 115F: 3 clusters Score -3539713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -975867.062500 Penalty: 2256.764160
	Iteration 0F: 2 clusters Score -975867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -968950.875000 Penalty: 4513.528320
	Iteration 0F: 3 clusters Score -968950.9 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -971724.500000 Penalty: 4513.528320
	Iteration 1F: 3 clusters Score -971724.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -973002.750000 Penalty: 4513.528320
	Iteration 2F: 3 clusters Score -973002.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -973982.562500 Penalty: 4513.528320
	Iteration 3F: 3 clusters Score -973982.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -974547.437500 Penalty: 4513.528320
	Iteration 4F: 3 clusters Score -974547.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -974853.687500 Penalty: 4513.528320
	Iteration 5Q: 3 clusters Score -974853.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -975008.750000 Penalty: 4513.528320
	Iteration 6Q: 3 clusters Score -975008.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -975108.562500 Penalty: 4513.528320
	Iteration 7Q: 3 clusters Score -975108.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -975182.000000 Penalty: 4513.528320
	Iteration 8Q: 3 clusters Score -975182 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -975249.500000 Penalty: 4513.528320
	Iteration 9Q: 3 clusters Score -975249.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -975313.687500 Penalty: 4513.528320
	Iteration 10Q: 3 clusters Score -975313.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -975376.937500 Penalty: 4513.528320
	Iteration 11Q: 3 clusters Score -975376.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -975435.812500 Penalty: 4513.528320
	Iteration 12Q: 3 clusters Score -975435.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -975496.500000 Penalty: 4513.528320
	Iteration 13Q: 3 clusters Score -975496.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -975567.125000 Penalty: 4513.528320
	Iteration 14Q: 3 clusters Score -975567.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -975646.250000 Penalty: 4513.528320
	Iteration 15Q: 3 clusters Score -975646.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -975733.312500 Penalty: 4513.528320
	Iteration 16Q: 3 clusters Score -975733.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -975807.312500 Penalty: 4513.528320
	Iteration 17Q: 3 clusters Score -975807.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -975863.562500 Penalty: 4513.528320
	Iteration 18Q: 3 clusters Score -975863.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -975909.437500 Penalty: 4513.528320
	Iteration 19Q: 3 clusters Score -975909.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -975957.187500 Penalty: 4513.528320
	Iteration 20F: 3 clusters Score -975957.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -976005.000000 Penalty: 4513.528320
	Iteration 21Q: 3 clusters Score -976005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -976037.937500 Penalty: 4513.528320
	Iteration 22Q: 3 clusters Score -976037.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -976060.750000 Penalty: 4513.528320
	Iteration 23Q: 3 clusters Score -976060.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -976067.125000 Penalty: 4513.528320
	Iteration 24Q: 3 clusters Score -976067.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -976073.312500 Penalty: 4513.528320
	Iteration 25Q: 3 clusters Score -976073.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -976077.625000 Penalty: 4513.528320
	Iteration 26Q: 3 clusters Score -976077.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -976081.562500 Penalty: 4513.528320
	Iteration 27Q: 3 clusters Score -976081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -976081.062500 Penalty: 4513.528320
	Iteration 28Q: 3 clusters Score -976081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -976082.312500 Penalty: 4513.528320
	Iteration 29Q: 3 clusters Score -976082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -976082.812500 Penalty: 4513.528320
	Iteration 30Q: 3 clusters Score -976082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -976083.625000 Penalty: 4513.528320
	Iteration 31Q: 3 clusters Score -976083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -976085.562500 Penalty: 4513.528320
	Iteration 32Q: 3 clusters Score -976085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -976085.750000 Penalty: 4513.528320
	Iteration 33Q: 3 clusters Score -976085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -976087.375000 Penalty: 4513.528320
	Iteration 34Q: 3 clusters Score -976087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -976090.812500 Penalty: 4513.528320
	Iteration 35Q: 3 clusters Score -976090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -976091.812500 Penalty: 4513.528320
	Iteration 36Q: 3 clusters Score -976091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -976093.125000 Penalty: 4513.528320
	Iteration 37Q: 3 clusters Score -976093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -976096.625000 Penalty: 4513.528320
	Iteration 38Q: 3 clusters Score -976096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -976099.812500 Penalty: 4513.528320
	Iteration 39Q: 3 clusters Score -976099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -976102.000000 Penalty: 4513.528320
	Iteration 40F: 3 clusters Score -976102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -976104.875000 Penalty: 4513.528320
	Iteration 41Q: 3 clusters Score -976104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -976105.562500 Penalty: 4513.528320
	Iteration 42Q: 3 clusters Score -976105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -976110.187500 Penalty: 4513.528320
	Iteration 43Q: 3 clusters Score -976110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -976114.000000 Penalty: 4513.528320
	Iteration 44Q: 3 clusters Score -976114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -976113.312500 Penalty: 4513.528320
	Iteration 45Q: 3 clusters Score -976113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -976116.250000 Penalty: 4513.528320
	Iteration 46Q: 3 clusters Score -976116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -976116.250000 Penalty: 4513.528320
	Iteration 47Q: 3 clusters Score -976116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -976117.937500 Penalty: 4513.528320
	Iteration 48Q: 3 clusters Score -976117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -976118.875000 Penalty: 4513.528320
	Iteration 49Q: 3 clusters Score -976118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -976121.187500 Penalty: 4513.528320
	Iteration 50Q: 3 clusters Score -976121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -976121.125000 Penalty: 4513.528320
	Iteration 51Q: 3 clusters Score -976121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -976120.187500 Penalty: 4513.528320
	Iteration 52Q: 3 clusters Score -976120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -976119.625000 Penalty: 4513.528320
	Iteration 53Q: 3 clusters Score -976119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -976119.562500 Penalty: 4513.528320
	Iteration 54Q: 3 clusters Score -976119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -976122.437500 Penalty: 4513.528320
	Iteration 55Q: 3 clusters Score -976122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -976122.500000 Penalty: 4513.528320
	Iteration 56Q: 3 clusters Score -976122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -976124.937500 Penalty: 4513.528320
	Iteration 57Q: 3 clusters Score -976124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -976127.750000 Penalty: 4513.528320
	Iteration 58Q: 3 clusters Score -976127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -976128.500000 Penalty: 4513.528320
	Iteration 59Q: 3 clusters Score -976128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -976131.062500 Penalty: 4513.528320
	Iteration 60F: 3 clusters Score -976131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -976131.750000 Penalty: 4513.528320
	Iteration 61Q: 3 clusters Score -976131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -976131.750000 Penalty: 4513.528320
	Iteration 62F: 3 clusters Score -976131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6003 members 
Mstep: Class 60 contains 1531 members 
Mstep: Class 61 contains 3723 members 
Mstep: Class 62 contains 2594 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 6173 members 
Mstep: Class 65 contains 11400 members 
Mstep: Class 66 contains 2701 members 
Mstep: Class 67 contains 754 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 5477 members 
Mstep: Class 70 contains 10706 members 
Mstep: Class 71 contains 2720 members 
Mstep: Class 72 contains 8273 members 
Mstep: Class 73 contains 139947 members 
Mstep: Class 74 contains 8979 members 
Mstep: Class 75 contains 10073 members 
Mstep: Class 76 contains 4700 members 
Mstep: Class 77 contains 6114 members 
Mstep: Class 78 contains 15951 members 
Mstep: Class 79 contains 18602 members 
Mstep: Class 80 contains 4306 members 
Mstep: Class 81 contains 329 members 
Mstep: Class 82 contains 34837 members 
Mstep: Class 83 contains 3135 members 
Mstep: Class 84 contains 9490 members 
Mstep: Class 85 contains 25730 members 
Mstep: Class 86 contains 2610 members 
Mstep: Class 87 contains 3383 members 
Mstep: Class 88 contains 6106 members 
Mstep: Class 89 contains 9380 members 
Mstep: Class 90 contains 3667 members 
Mstep: Class 91 contains 7087 members 
Mstep: Class 92 contains 4145 members 
Mstep: Class 93 contains 5461 members 
Mstep: Class 94 contains 2781 members 
Entering Unmasked Estep 
Score: -212150368.000000 Penalty: 337750.406250
Splitting cluster 64 changes total score from -212149136.000000 to -212150368.000000
So it's getting split into cluster 94.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 110003 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 73325 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 64813 members 
Mstep: Class 16 contains 52715 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 247327 members 
Mstep: Class 20 contains 19904 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 142635 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 14245 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 13623 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 3917 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 173003 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 64950 members 
Mstep: Class 36 contains 11907 members 
Mstep: Class 37 contains 4712 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 20756 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5618 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 14343 members 
Mstep: Class 44 contains 50025 members 
Mstep: Class 45 contains 3676 members 
Mstep: Class 46 contains 1767 members 
Mstep: Class 47 contains 3512 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 70000 members 
Mstep: Class 51 contains 33817 members 
Mstep: Class 52 contains 1728 members 
Mstep: Class 53 contains 4062 members 
Mstep: Class 54 contains 5528 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 4270 members 
Mstep: Class 57 contains 5802 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6003 members 
Mstep: Class 60 contains 1531 members 
Mstep: Class 61 contains 3723 members 
Mstep: Class 62 contains 2594 members 
Mstep: Class 63 contains 30804 members 
Mstep: Class 64 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212179872.000000 Penalty: 337750.406250
Iteration 119Q: 95 clusters Score -2.121799e+08 nChanged 41820
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 20339 members 
Mstep: Class 3 contains 111245 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 73644 members 
Mstep: Class 9 contains 23810 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 25862 members 
Mstep: Class 12 contains 7848 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 6848 members 
Mstep: Class 15 contains 65346 members 
Mstep: Class 16 contains 51956 members 
Mstep: Class 17 contains 8770 members 
Mstep: Class 18 contains 38290 members 
Mstep: Class 19 contains 247398 members 
Mstep: Class 20 contains 20630 members 
Mstep: Class 21 contains 11748 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 143008 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 32856 members 
Mstep: Class 26 contains 14282 members 
Mstep: Class 27 contains 7301 members 
Mstep: Class 28 contains 13074 members 
Mstep: Class 29 contains 13655 members 
Mstep: Class 30 contains 4443 members 
Mstep: Class 31 contains 3647 members 
Mstep: Class 32 contains 6873 members 
Mstep: Class 33 contains 176410 members 
Mstep: Class 34 contains 4639 members 
Mstep: Class 35 contains 64646 members 
Mstep: Class 36 contains 12626 members 
Mstep: Class 37 contains 4931 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 20790 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 5698 members 
Mstep: Class 42 contains 4695 members 
Mstep: Class 43 contains 14353 members 
Mstep: Class 44 contains 50533 members 
Mstep: Class 45 contains 3661 members 
Mstep: Class 46 contains 2018 members 
Mstep: Class 47 contains 3562 members 
Mstep: Class 48 contains 14985 members 
Mstep: Class 49 contains 1603 members 
Mstep: Class 50 contains 69799 members 
Mstep: Class 51 contains 33711 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 4274 members 
Mstep: Class 54 contains 5996 members 
Mstep: Class 55 contains 19338 members 
Mstep: Class 56 contains 4840 members 
Mstep: Class 57 contains 5776 members 
Mstep: Class 58 contains 8627 members 
Mstep: Class 59 contains 6007 members 
Mstep: Class 60 contains 1585 members 
Mstep: Class 61 contains 3727 members 
Mstep: Class 62 contains 2984 members 
Mstep: Class 63 contains 30961 members 
Mstep: Class 64 contains 6454 members 
Mstep: Class 65 contains 11182 members 
Mstep: Class 66 contains 2757 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1735 members 
Mstep: Class 69 contains 5474 members 
Mstep: Class 70 contains 10477 members 
Mstep: Class 71 contains 2555 members 
Mstep: Class 72 contains 7587 members 
Mstep: Class 73 contains 135539 members 
Mstep: Class 74 contains 8967 members 
Mstep: Class 75 contains 9521 members 
Mstep: Class 76 contains 4839 members 
Mstep: Class 77 contains 5640 members 
Mstep: Class 78 contains 15160 members 
Mstep: Class 79 contains 17946 members 
Mstep: Class 80 contains 4252 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 32418 members 
Mstep: Class 83 contains 2900 members 
Mstep: Class 84 contains 8921 members 
Mstep: Class 85 contains 24760 members 
Mstep: Class 86 contains 2570 members 
Mstep: Class 87 contains 3180 members 
Mstep: Class 88 contains 5499 members 
Mstep: Class 89 contains 9393 members 
Mstep: Class 90 contains 3799 members 
Mstep: Class 91 contains 7061 members 
Mstep: Class 92 contains 4291 members 
Mstep: Class 93 contains 5006 members 
Mstep: Class 94 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212208176.000000 Penalty: 337750.406250
Iteration 120F: 95 clusters Score -2.122082e+08 nChanged 35504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 20110 members 
Mstep: Class 3 contains 111329 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 5290 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 72962 members 
Mstep: Class 9 contains 23131 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 25641 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 6445 members 
Mstep: Class 15 contains 65007 members 
Mstep: Class 16 contains 51355 members 
Mstep: Class 17 contains 8097 members 
Mstep: Class 18 contains 38271 members 
Mstep: Class 19 contains 247271 members 
Mstep: Class 20 contains 21522 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 142053 members 
Mstep: Class 24 contains 2945 members 
Mstep: Class 25 contains 31973 members 
Mstep: Class 26 contains 14224 members 
Mstep: Class 27 contains 7795 members 
Mstep: Class 28 contains 12891 members 
Mstep: Class 29 contains 13452 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 3280 members 
Mstep: Class 32 contains 6902 members 
Mstep: Class 33 contains 175041 members 
Mstep: Class 34 contains 4619 members 
Mstep: Class 35 contains 64296 members 
Mstep: Class 36 contains 13020 members 
Mstep: Class 37 contains 5025 members 
Mstep: Class 38 contains 8599 members 
Mstep: Class 39 contains 20741 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 4993 members 
Mstep: Class 43 contains 14060 members 
Mstep: Class 44 contains 50597 members 
Mstep: Class 45 contains 3628 members 
Mstep: Class 46 contains 2123 members 
Mstep: Class 47 contains 3518 members 
Mstep: Class 48 contains 14984 members 
Mstep: Class 49 contains 1796 members 
Mstep: Class 50 contains 68943 members 
Mstep: Class 51 contains 33578 members 
Mstep: Class 52 contains 2714 members 
Mstep: Class 53 contains 4402 members 
Mstep: Class 54 contains 6294 members 
Mstep: Class 55 contains 19242 members 
Mstep: Class 56 contains 5112 members 
Mstep: Class 57 contains 5666 members 
Mstep: Class 58 contains 8490 members 
Mstep: Class 59 contains 6005 members 
Mstep: Class 60 contains 1583 members 
Mstep: Class 61 contains 3722 members 
Mstep: Class 62 contains 3084 members 
Mstep: Class 63 contains 30662 members 
Mstep: Class 64 contains 6360 members 
Mstep: Class 65 contains 11211 members 
Mstep: Class 66 contains 3453 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1762 members 
Mstep: Class 69 contains 5928 members 
Mstep: Class 70 contains 10812 members 
Mstep: Class 71 contains 2657 members 
Mstep: Class 72 contains 7704 members 
Mstep: Class 73 contains 136582 members 
Mstep: Class 74 contains 9141 members 
Mstep: Class 75 contains 10078 members 
Mstep: Class 76 contains 5119 members 
Mstep: Class 77 contains 5771 members 
Mstep: Class 78 contains 15662 members 
Mstep: Class 79 contains 18258 members 
Mstep: Class 80 contains 4611 members 
Mstep: Class 81 contains 328 members 
Mstep: Class 82 contains 32179 members 
Mstep: Class 83 contains 3008 members 
Mstep: Class 84 contains 8920 members 
Mstep: Class 85 contains 24546 members 
Mstep: Class 86 contains 2658 members 
Mstep: Class 87 contains 3509 members 
Mstep: Class 88 contains 5923 members 
Mstep: Class 89 contains 9976 members 
Mstep: Class 90 contains 4253 members 
Mstep: Class 91 contains 7281 members 
Mstep: Class 92 contains 4381 members 
Mstep: Class 93 contains 5129 members 
Mstep: Class 94 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212218416.000000 Penalty: 337750.406250
Iteration 121Q: 95 clusters Score -2.122184e+08 nChanged 21889
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 111349 members 
Mstep: Class 4 contains 3962 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 835 members 
Mstep: Class 7 contains 5923 members 
Mstep: Class 8 contains 72572 members 
Mstep: Class 9 contains 22593 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 11 contains 25460 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 64727 members 
Mstep: Class 16 contains 51207 members 
Mstep: Class 17 contains 7792 members 
Mstep: Class 18 contains 38286 members 
Mstep: Class 19 contains 247247 members 
Mstep: Class 20 contains 22523 members 
Mstep: Class 21 contains 11824 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 141403 members 
Mstep: Class 24 contains 2854 members 
Mstep: Class 25 contains 31294 members 
Mstep: Class 26 contains 14159 members 
Mstep: Class 27 contains 8206 members 
Mstep: Class 28 contains 12840 members 
Mstep: Class 29 contains 13343 members 
Mstep: Class 30 contains 4396 members 
Mstep: Class 31 contains 3086 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 174226 members 
Mstep: Class 34 contains 4667 members 
Mstep: Class 35 contains 63992 members 
Mstep: Class 36 contains 13317 members 
Mstep: Class 37 contains 5174 members 
Mstep: Class 38 contains 8500 members 
Mstep: Class 39 contains 20715 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 5220 members 
Mstep: Class 43 contains 13910 members 
Mstep: Class 44 contains 50703 members 
Mstep: Class 45 contains 3599 members 
Mstep: Class 46 contains 2205 members 
Mstep: Class 47 contains 3505 members 
Mstep: Class 48 contains 14984 members 
Mstep: Class 49 contains 1928 members 
Mstep: Class 50 contains 68063 members 
Mstep: Class 51 contains 33503 members 
Mstep: Class 52 contains 3039 members 
Mstep: Class 53 contains 4477 members 
Mstep: Class 54 contains 6524 members 
Mstep: Class 55 contains 19211 members 
Mstep: Class 56 contains 5308 members 
Mstep: Class 57 contains 5574 members 
Mstep: Class 58 contains 8455 members 
Mstep: Class 59 contains 6048 members 
Mstep: Class 60 contains 1597 members 
Mstep: Class 61 contains 3741 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 30417 members 
Mstep: Class 64 contains 6321 members 
Mstep: Class 65 contains 11207 members 
Mstep: Class 66 contains 3989 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1780 members 
Mstep: Class 69 contains 6326 members 
Mstep: Class 70 contains 10979 members 
Mstep: Class 71 contains 2693 members 
Mstep: Class 72 contains 7729 members 
Mstep: Class 73 contains 136691 members 
Mstep: Class 74 contains 9358 members 
Mstep: Class 75 contains 10353 members 
Mstep: Class 76 contains 5367 members 
Mstep: Class 77 contains 5777 members 
Mstep: Class 78 contains 15895 members 
Mstep: Class 79 contains 18497 members 
Mstep: Class 80 contains 4803 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 31804 members 
Mstep: Class 83 contains 3046 members 
Mstep: Class 84 contains 8861 members 
Mstep: Class 85 contains 24365 members 
Mstep: Class 86 contains 2693 members 
Mstep: Class 87 contains 3697 members 
Mstep: Class 88 contains 6233 members 
Mstep: Class 89 contains 10172 members 
Mstep: Class 90 contains 4437 members 
Mstep: Class 91 contains 7393 members 
Mstep: Class 92 contains 4457 members 
Mstep: Class 93 contains 5201 members 
Mstep: Class 94 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212225536.000000 Penalty: 337750.406250
Iteration 122Q: 95 clusters Score -2.122255e+08 nChanged 17051
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 19819 members 
Mstep: Class 3 contains 111368 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 72237 members 
Mstep: Class 9 contains 22172 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 25332 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 51181 members 
Mstep: Class 17 contains 7598 members 
Mstep: Class 18 contains 38295 members 
Mstep: Class 19 contains 247307 members 
Mstep: Class 20 contains 23529 members 
Mstep: Class 21 contains 11872 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 140934 members 
Mstep: Class 24 contains 2810 members 
Mstep: Class 25 contains 30766 members 
Mstep: Class 26 contains 14082 members 
Mstep: Class 27 contains 8528 members 
Mstep: Class 28 contains 12857 members 
Mstep: Class 29 contains 13270 members 
Mstep: Class 30 contains 4385 members 
Mstep: Class 31 contains 2958 members 
Mstep: Class 32 contains 6956 members 
Mstep: Class 33 contains 173612 members 
Mstep: Class 34 contains 4697 members 
Mstep: Class 35 contains 63738 members 
Mstep: Class 36 contains 13601 members 
Mstep: Class 37 contains 5300 members 
Mstep: Class 38 contains 8416 members 
Mstep: Class 39 contains 20676 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5810 members 
Mstep: Class 42 contains 5411 members 
Mstep: Class 43 contains 13780 members 
Mstep: Class 44 contains 50852 members 
Mstep: Class 45 contains 3578 members 
Mstep: Class 46 contains 2270 members 
Mstep: Class 47 contains 3510 members 
Mstep: Class 48 contains 14976 members 
Mstep: Class 49 contains 2034 members 
Mstep: Class 50 contains 67144 members 
Mstep: Class 51 contains 33435 members 
Mstep: Class 52 contains 3309 members 
Mstep: Class 53 contains 4527 members 
Mstep: Class 54 contains 6675 members 
Mstep: Class 55 contains 19199 members 
Mstep: Class 56 contains 5529 members 
Mstep: Class 57 contains 5506 members 
Mstep: Class 58 contains 8463 members 
Mstep: Class 59 contains 6107 members 
Mstep: Class 60 contains 1610 members 
Mstep: Class 61 contains 3770 members 
Mstep: Class 62 contains 3285 members 
Mstep: Class 63 contains 30209 members 
Mstep: Class 64 contains 6279 members 
Mstep: Class 65 contains 11214 members 
Mstep: Class 66 contains 4385 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1791 members 
Mstep: Class 69 contains 6734 members 
Mstep: Class 70 contains 11058 members 
Mstep: Class 71 contains 2717 members 
Mstep: Class 72 contains 7739 members 
Mstep: Class 73 contains 136517 members 
Mstep: Class 74 contains 9570 members 
Mstep: Class 75 contains 10548 members 
Mstep: Class 76 contains 5592 members 
Mstep: Class 77 contains 5781 members 
Mstep: Class 78 contains 16012 members 
Mstep: Class 79 contains 18689 members 
Mstep: Class 80 contains 4948 members 
Mstep: Class 81 contains 325 members 
Mstep: Class 82 contains 31391 members 
Mstep: Class 83 contains 3094 members 
Mstep: Class 84 contains 8773 members 
Mstep: Class 85 contains 24295 members 
Mstep: Class 86 contains 2706 members 
Mstep: Class 87 contains 3872 members 
Mstep: Class 88 contains 6439 members 
Mstep: Class 89 contains 10246 members 
Mstep: Class 90 contains 4531 members 
Mstep: Class 91 contains 7468 members 
Mstep: Class 92 contains 4509 members 
Mstep: Class 93 contains 5264 members 
Mstep: Class 94 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212228448.000000 Penalty: 337750.406250
Iteration 123Q: 95 clusters Score -2.122284e+08 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 19702 members 
Mstep: Class 3 contains 111386 members 
Mstep: Class 4 contains 3986 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 71988 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 25214 members 
Mstep: Class 12 contains 7822 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 64321 members 
Mstep: Class 16 contains 51193 members 
Mstep: Class 17 contains 7478 members 
Mstep: Class 18 contains 38325 members 
Mstep: Class 19 contains 247383 members 
Mstep: Class 20 contains 24569 members 
Mstep: Class 21 contains 11937 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 140485 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 30381 members 
Mstep: Class 26 contains 14028 members 
Mstep: Class 27 contains 8771 members 
Mstep: Class 28 contains 12899 members 
Mstep: Class 29 contains 13228 members 
Mstep: Class 30 contains 4385 members 
Mstep: Class 31 contains 2881 members 
Mstep: Class 32 contains 6974 members 
Mstep: Class 33 contains 173049 members 
Mstep: Class 34 contains 4718 members 
Mstep: Class 35 contains 63507 members 
Mstep: Class 36 contains 13874 members 
Mstep: Class 37 contains 5385 members 
Mstep: Class 38 contains 8330 members 
Mstep: Class 39 contains 20642 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5841 members 
Mstep: Class 42 contains 5604 members 
Mstep: Class 43 contains 13646 members 
Mstep: Class 44 contains 50973 members 
Mstep: Class 45 contains 3569 members 
Mstep: Class 46 contains 2303 members 
Mstep: Class 47 contains 3500 members 
Mstep: Class 48 contains 14964 members 
Mstep: Class 49 contains 2114 members 
Mstep: Class 50 contains 66176 members 
Mstep: Class 51 contains 33402 members 
Mstep: Class 52 contains 3530 members 
Mstep: Class 53 contains 4570 members 
Mstep: Class 54 contains 6785 members 
Mstep: Class 55 contains 19206 members 
Mstep: Class 56 contains 5708 members 
Mstep: Class 57 contains 5455 members 
Mstep: Class 58 contains 8499 members 
Mstep: Class 59 contains 6180 members 
Mstep: Class 60 contains 1622 members 
Mstep: Class 61 contains 3799 members 
Mstep: Class 62 contains 3359 members 
Mstep: Class 63 contains 30046 members 
Mstep: Class 64 contains 6248 members 
Mstep: Class 65 contains 11220 members 
Mstep: Class 66 contains 4678 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1794 members 
Mstep: Class 69 contains 7140 members 
Mstep: Class 70 contains 11075 members 
Mstep: Class 71 contains 2745 members 
Mstep: Class 72 contains 7708 members 
Mstep: Class 73 contains 136331 members 
Mstep: Class 74 contains 9791 members 
Mstep: Class 75 contains 10696 members 
Mstep: Class 76 contains 5809 members 
Mstep: Class 77 contains 5762 members 
Mstep: Class 78 contains 16048 members 
Mstep: Class 79 contains 18899 members 
Mstep: Class 80 contains 5045 members 
Mstep: Class 81 contains 325 members 
Mstep: Class 82 contains 31025 members 
Mstep: Class 83 contains 3168 members 
Mstep: Class 84 contains 8699 members 
Mstep: Class 85 contains 24238 members 
Mstep: Class 86 contains 2714 members 
Mstep: Class 87 contains 4008 members 
Mstep: Class 88 contains 6578 members 
Mstep: Class 89 contains 10241 members 
Mstep: Class 90 contains 4552 members 
Mstep: Class 91 contains 7510 members 
Mstep: Class 92 contains 4557 members 
Mstep: Class 93 contains 5359 members 
Mstep: Class 94 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212231952.000000 Penalty: 337750.406250
Iteration 124Q: 95 clusters Score -2.12232e+08 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 19588 members 
Mstep: Class 3 contains 111366 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5769 members 
Mstep: Class 8 contains 71750 members 
Mstep: Class 9 contains 21575 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 25137 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 64199 members 
Mstep: Class 16 contains 51212 members 
Mstep: Class 17 contains 7395 members 
Mstep: Class 18 contains 38340 members 
Mstep: Class 19 contains 247481 members 
Mstep: Class 20 contains 25595 members 
Mstep: Class 21 contains 11996 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 140106 members 
Mstep: Class 24 contains 2749 members 
Mstep: Class 25 contains 30052 members 
Mstep: Class 26 contains 13972 members 
Mstep: Class 27 contains 8952 members 
Mstep: Class 28 contains 12951 members 
Mstep: Class 29 contains 13207 members 
Mstep: Class 30 contains 4385 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 6996 members 
Mstep: Class 33 contains 172554 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 63287 members 
Mstep: Class 36 contains 14115 members 
Mstep: Class 37 contains 5459 members 
Mstep: Class 38 contains 8264 members 
Mstep: Class 39 contains 20595 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5867 members 
Mstep: Class 42 contains 5793 members 
Mstep: Class 43 contains 13492 members 
Mstep: Class 44 contains 51106 members 
Mstep: Class 45 contains 3552 members 
Mstep: Class 46 contains 2328 members 
Mstep: Class 47 contains 3495 members 
Mstep: Class 48 contains 14953 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 65188 members 
Mstep: Class 51 contains 33389 members 
Mstep: Class 52 contains 3692 members 
Mstep: Class 53 contains 4594 members 
Mstep: Class 54 contains 6897 members 
Mstep: Class 55 contains 19185 members 
Mstep: Class 56 contains 5820 members 
Mstep: Class 57 contains 5406 members 
Mstep: Class 58 contains 8546 members 
Mstep: Class 59 contains 6238 members 
Mstep: Class 60 contains 1627 members 
Mstep: Class 61 contains 3831 members 
Mstep: Class 62 contains 3426 members 
Mstep: Class 63 contains 29910 members 
Mstep: Class 64 contains 6213 members 
Mstep: Class 65 contains 11228 members 
Mstep: Class 66 contains 4911 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1796 members 
Mstep: Class 69 contains 7566 members 
Mstep: Class 70 contains 11088 members 
Mstep: Class 71 contains 2747 members 
Mstep: Class 72 contains 7683 members 
Mstep: Class 73 contains 136149 members 
Mstep: Class 74 contains 10006 members 
Mstep: Class 75 contains 10838 members 
Mstep: Class 76 contains 5997 members 
Mstep: Class 77 contains 5735 members 
Mstep: Class 78 contains 16070 members 
Mstep: Class 79 contains 19112 members 
Mstep: Class 80 contains 5134 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 30677 members 
Mstep: Class 83 contains 3255 members 
Mstep: Class 84 contains 8650 members 
Mstep: Class 85 contains 24251 members 
Mstep: Class 86 contains 2723 members 
Mstep: Class 87 contains 4144 members 
Mstep: Class 88 contains 6650 members 
Mstep: Class 89 contains 10182 members 
Mstep: Class 90 contains 4563 members 
Mstep: Class 91 contains 7530 members 
Mstep: Class 92 contains 4579 members 
Mstep: Class 93 contains 5446 members 
Mstep: Class 94 contains 3410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212234608.000000 Penalty: 337750.406250
Iteration 125Q: 95 clusters Score -2.122346e+08 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 19469 members 
Mstep: Class 3 contains 111370 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 5732 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 71485 members 
Mstep: Class 9 contains 21371 members 
Mstep: Class 10 contains 5457 members 
Mstep: Class 11 contains 25050 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 5674 members 
Mstep: Class 15 contains 64069 members 
Mstep: Class 16 contains 51236 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 38371 members 
Mstep: Class 19 contains 247607 members 
Mstep: Class 20 contains 26595 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 139779 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 29739 members 
Mstep: Class 26 contains 13921 members 
Mstep: Class 27 contains 9064 members 
Mstep: Class 28 contains 13013 members 
Mstep: Class 29 contains 13204 members 
Mstep: Class 30 contains 4380 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 7004 members 
Mstep: Class 33 contains 172107 members 
Mstep: Class 34 contains 4776 members 
Mstep: Class 35 contains 63069 members 
Mstep: Class 36 contains 14332 members 
Mstep: Class 37 contains 5516 members 
Mstep: Class 38 contains 8200 members 
Mstep: Class 39 contains 20538 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5894 members 
Mstep: Class 42 contains 5961 members 
Mstep: Class 43 contains 13378 members 
Mstep: Class 44 contains 51251 members 
Mstep: Class 45 contains 3537 members 
Mstep: Class 46 contains 2352 members 
Mstep: Class 47 contains 3509 members 
Mstep: Class 48 contains 14949 members 
Mstep: Class 49 contains 2214 members 
Mstep: Class 50 contains 64220 members 
Mstep: Class 51 contains 33387 members 
Mstep: Class 52 contains 3825 members 
Mstep: Class 53 contains 4607 members 
Mstep: Class 54 contains 6980 members 
Mstep: Class 55 contains 19184 members 
Mstep: Class 56 contains 5922 members 
Mstep: Class 57 contains 5353 members 
Mstep: Class 58 contains 8604 members 
Mstep: Class 59 contains 6279 members 
Mstep: Class 60 contains 1633 members 
Mstep: Class 61 contains 3856 members 
Mstep: Class 62 contains 3458 members 
Mstep: Class 63 contains 29802 members 
Mstep: Class 64 contains 6178 members 
Mstep: Class 65 contains 11242 members 
Mstep: Class 66 contains 5097 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1801 members 
Mstep: Class 69 contains 8034 members 
Mstep: Class 70 contains 11071 members 
Mstep: Class 71 contains 2753 members 
Mstep: Class 72 contains 7639 members 
Mstep: Class 73 contains 135958 members 
Mstep: Class 74 contains 10202 members 
Mstep: Class 75 contains 10993 members 
Mstep: Class 76 contains 6180 members 
Mstep: Class 77 contains 5733 members 
Mstep: Class 78 contains 16087 members 
Mstep: Class 79 contains 19303 members 
Mstep: Class 80 contains 5195 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 30377 members 
Mstep: Class 83 contains 3329 members 
Mstep: Class 84 contains 8598 members 
Mstep: Class 85 contains 24280 members 
Mstep: Class 86 contains 2726 members 
Mstep: Class 87 contains 4272 members 
Mstep: Class 88 contains 6697 members 
Mstep: Class 89 contains 10074 members 
Mstep: Class 90 contains 4579 members 
Mstep: Class 91 contains 7550 members 
Mstep: Class 92 contains 4602 members 
Mstep: Class 93 contains 5528 members 
Mstep: Class 94 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212237248.000000 Penalty: 337750.406250
Iteration 126Q: 95 clusters Score -2.122372e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 19356 members 
Mstep: Class 3 contains 111380 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 5761 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 24988 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 1732 members 
Mstep: Class 14 contains 5602 members 
Mstep: Class 15 contains 63961 members 
Mstep: Class 16 contains 51284 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 38424 members 
Mstep: Class 19 contains 247751 members 
Mstep: Class 20 contains 27499 members 
Mstep: Class 21 contains 12087 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 139452 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 29469 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 9159 members 
Mstep: Class 28 contains 13050 members 
Mstep: Class 29 contains 13200 members 
Mstep: Class 30 contains 4381 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 7009 members 
Mstep: Class 33 contains 171762 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 62864 members 
Mstep: Class 36 contains 14554 members 
Mstep: Class 37 contains 5565 members 
Mstep: Class 38 contains 8125 members 
Mstep: Class 39 contains 20488 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5918 members 
Mstep: Class 42 contains 6119 members 
Mstep: Class 43 contains 13247 members 
Mstep: Class 44 contains 51341 members 
Mstep: Class 45 contains 3530 members 
Mstep: Class 46 contains 2361 members 
Mstep: Class 47 contains 3514 members 
Mstep: Class 48 contains 14945 members 
Mstep: Class 49 contains 2243 members 
Mstep: Class 50 contains 63292 members 
Mstep: Class 51 contains 33403 members 
Mstep: Class 52 contains 3931 members 
Mstep: Class 53 contains 4611 members 
Mstep: Class 54 contains 7066 members 
Mstep: Class 55 contains 19179 members 
Mstep: Class 56 contains 5986 members 
Mstep: Class 57 contains 5314 members 
Mstep: Class 58 contains 8662 members 
Mstep: Class 59 contains 6331 members 
Mstep: Class 60 contains 1637 members 
Mstep: Class 61 contains 3896 members 
Mstep: Class 62 contains 3475 members 
Mstep: Class 63 contains 29691 members 
Mstep: Class 64 contains 6153 members 
Mstep: Class 65 contains 11262 members 
Mstep: Class 66 contains 5212 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1806 members 
Mstep: Class 69 contains 8487 members 
Mstep: Class 70 contains 11053 members 
Mstep: Class 71 contains 2745 members 
Mstep: Class 72 contains 7584 members 
Mstep: Class 73 contains 135748 members 
Mstep: Class 74 contains 10397 members 
Mstep: Class 75 contains 11132 members 
Mstep: Class 76 contains 6374 members 
Mstep: Class 77 contains 5726 members 
Mstep: Class 78 contains 16104 members 
Mstep: Class 79 contains 19521 members 
Mstep: Class 80 contains 5251 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 30115 members 
Mstep: Class 83 contains 3395 members 
Mstep: Class 84 contains 8551 members 
Mstep: Class 85 contains 24342 members 
Mstep: Class 86 contains 2725 members 
Mstep: Class 87 contains 4381 members 
Mstep: Class 88 contains 6749 members 
Mstep: Class 89 contains 9940 members 
Mstep: Class 90 contains 4569 members 
Mstep: Class 91 contains 7555 members 
Mstep: Class 92 contains 4609 members 
Mstep: Class 93 contains 5626 members 
Mstep: Class 94 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212238224.000000 Penalty: 337750.406250
Iteration 127Q: 95 clusters Score -2.122382e+08 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 19215 members 
Mstep: Class 3 contains 111339 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 70904 members 
Mstep: Class 9 contains 21082 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 24932 members 
Mstep: Class 12 contains 7821 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 5540 members 
Mstep: Class 15 contains 63878 members 
Mstep: Class 16 contains 51341 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 38450 members 
Mstep: Class 19 contains 247901 members 
Mstep: Class 20 contains 28265 members 
Mstep: Class 21 contains 12134 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 139166 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 29232 members 
Mstep: Class 26 contains 13858 members 
Mstep: Class 27 contains 9209 members 
Mstep: Class 28 contains 13101 members 
Mstep: Class 29 contains 13193 members 
Mstep: Class 30 contains 4382 members 
Mstep: Class 31 contains 2749 members 
Mstep: Class 32 contains 7015 members 
Mstep: Class 33 contains 171481 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 62684 members 
Mstep: Class 36 contains 14807 members 
Mstep: Class 37 contains 5616 members 
Mstep: Class 38 contains 8039 members 
Mstep: Class 39 contains 20428 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5939 members 
Mstep: Class 42 contains 6254 members 
Mstep: Class 43 contains 13165 members 
Mstep: Class 44 contains 51454 members 
Mstep: Class 45 contains 3524 members 
Mstep: Class 46 contains 2366 members 
Mstep: Class 47 contains 3520 members 
Mstep: Class 48 contains 14947 members 
Mstep: Class 49 contains 2269 members 
Mstep: Class 50 contains 62507 members 
Mstep: Class 51 contains 33437 members 
Mstep: Class 52 contains 4024 members 
Mstep: Class 53 contains 4615 members 
Mstep: Class 54 contains 7137 members 
Mstep: Class 55 contains 19165 members 
Mstep: Class 56 contains 6030 members 
Mstep: Class 57 contains 5275 members 
Mstep: Class 58 contains 8703 members 
Mstep: Class 59 contains 6368 members 
Mstep: Class 60 contains 1642 members 
Mstep: Class 61 contains 3944 members 
Mstep: Class 62 contains 3497 members 
Mstep: Class 63 contains 29587 members 
Mstep: Class 64 contains 6125 members 
Mstep: Class 65 contains 11272 members 
Mstep: Class 66 contains 5312 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1813 members 
Mstep: Class 69 contains 8903 members 
Mstep: Class 70 contains 11060 members 
Mstep: Class 71 contains 2760 members 
Mstep: Class 72 contains 7521 members 
Mstep: Class 73 contains 135564 members 
Mstep: Class 74 contains 10578 members 
Mstep: Class 75 contains 11222 members 
Mstep: Class 76 contains 6553 members 
Mstep: Class 77 contains 5737 members 
Mstep: Class 78 contains 16083 members 
Mstep: Class 79 contains 19748 members 
Mstep: Class 80 contains 5295 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 29832 members 
Mstep: Class 83 contains 3458 members 
Mstep: Class 84 contains 8497 members 
Mstep: Class 85 contains 24427 members 
Mstep: Class 86 contains 2725 members 
Mstep: Class 87 contains 4475 members 
Mstep: Class 88 contains 6772 members 
Mstep: Class 89 contains 9822 members 
Mstep: Class 90 contains 4578 members 
Mstep: Class 91 contains 7551 members 
Mstep: Class 92 contains 4594 members 
Mstep: Class 93 contains 5712 members 
Mstep: Class 94 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212239424.000000 Penalty: 337750.406250
Iteration 128Q: 95 clusters Score -2.122394e+08 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 111315 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 70615 members 
Mstep: Class 9 contains 20938 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 24884 members 
Mstep: Class 12 contains 7817 members 
Mstep: Class 13 contains 1752 members 
Mstep: Class 14 contains 5482 members 
Mstep: Class 15 contains 63769 members 
Mstep: Class 16 contains 51386 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 38480 members 
Mstep: Class 19 contains 248038 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 12175 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 138909 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 29022 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 9245 members 
Mstep: Class 28 contains 13112 members 
Mstep: Class 29 contains 13193 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 7024 members 
Mstep: Class 33 contains 171231 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 62521 members 
Mstep: Class 36 contains 15057 members 
Mstep: Class 37 contains 5660 members 
Mstep: Class 38 contains 7958 members 
Mstep: Class 39 contains 20389 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5955 members 
Mstep: Class 42 contains 6422 members 
Mstep: Class 43 contains 13100 members 
Mstep: Class 44 contains 51574 members 
Mstep: Class 45 contains 3521 members 
Mstep: Class 46 contains 2381 members 
Mstep: Class 47 contains 3524 members 
Mstep: Class 48 contains 14943 members 
Mstep: Class 49 contains 2290 members 
Mstep: Class 50 contains 61784 members 
Mstep: Class 51 contains 33460 members 
Mstep: Class 52 contains 4107 members 
Mstep: Class 53 contains 4620 members 
Mstep: Class 54 contains 7188 members 
Mstep: Class 55 contains 19135 members 
Mstep: Class 56 contains 6055 members 
Mstep: Class 57 contains 5242 members 
Mstep: Class 58 contains 8735 members 
Mstep: Class 59 contains 6407 members 
Mstep: Class 60 contains 1648 members 
Mstep: Class 61 contains 3988 members 
Mstep: Class 62 contains 3507 members 
Mstep: Class 63 contains 29498 members 
Mstep: Class 64 contains 6102 members 
Mstep: Class 65 contains 11277 members 
Mstep: Class 66 contains 5384 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1817 members 
Mstep: Class 69 contains 9346 members 
Mstep: Class 70 contains 11053 members 
Mstep: Class 71 contains 2768 members 
Mstep: Class 72 contains 7487 members 
Mstep: Class 73 contains 135422 members 
Mstep: Class 74 contains 10755 members 
Mstep: Class 75 contains 11294 members 
Mstep: Class 76 contains 6712 members 
Mstep: Class 77 contains 5720 members 
Mstep: Class 78 contains 16064 members 
Mstep: Class 79 contains 19991 members 
Mstep: Class 80 contains 5323 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 29543 members 
Mstep: Class 83 contains 3529 members 
Mstep: Class 84 contains 8476 members 
Mstep: Class 85 contains 24524 members 
Mstep: Class 86 contains 2728 members 
Mstep: Class 87 contains 4546 members 
Mstep: Class 88 contains 6796 members 
Mstep: Class 89 contains 9716 members 
Mstep: Class 90 contains 4566 members 
Mstep: Class 91 contains 7553 members 
Mstep: Class 92 contains 4565 members 
Mstep: Class 93 contains 5791 members 
Mstep: Class 94 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212240224.000000 Penalty: 337750.406250
Iteration 129Q: 95 clusters Score -2.122402e+08 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 111272 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 5834 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 70297 members 
Mstep: Class 9 contains 20806 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 24831 members 
Mstep: Class 12 contains 7818 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 63679 members 
Mstep: Class 16 contains 51407 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 38510 members 
Mstep: Class 19 contains 248171 members 
Mstep: Class 20 contains 29507 members 
Mstep: Class 21 contains 12222 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 138708 members 
Mstep: Class 24 contains 2734 members 
Mstep: Class 25 contains 28833 members 
Mstep: Class 26 contains 13829 members 
Mstep: Class 27 contains 9266 members 
Mstep: Class 28 contains 13110 members 
Mstep: Class 29 contains 13195 members 
Mstep: Class 30 contains 4382 members 
Mstep: Class 31 contains 2720 members 
Mstep: Class 32 contains 7036 members 
Mstep: Class 33 contains 171045 members 
Mstep: Class 34 contains 4790 members 
Mstep: Class 35 contains 62380 members 
Mstep: Class 36 contains 15252 members 
Mstep: Class 37 contains 5691 members 
Mstep: Class 38 contains 7879 members 
Mstep: Class 39 contains 20321 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5965 members 
Mstep: Class 42 contains 6610 members 
Mstep: Class 43 contains 13020 members 
Mstep: Class 44 contains 51655 members 
Mstep: Class 45 contains 3519 members 
Mstep: Class 46 contains 2402 members 
Mstep: Class 47 contains 3535 members 
Mstep: Class 48 contains 14947 members 
Mstep: Class 49 contains 2301 members 
Mstep: Class 50 contains 61180 members 
Mstep: Class 51 contains 33468 members 
Mstep: Class 52 contains 4190 members 
Mstep: Class 53 contains 4626 members 
Mstep: Class 54 contains 7234 members 
Mstep: Class 55 contains 19113 members 
Mstep: Class 56 contains 6078 members 
Mstep: Class 57 contains 5229 members 
Mstep: Class 58 contains 8756 members 
Mstep: Class 59 contains 6446 members 
Mstep: Class 60 contains 1655 members 
Mstep: Class 61 contains 4035 members 
Mstep: Class 62 contains 3515 members 
Mstep: Class 63 contains 29422 members 
Mstep: Class 64 contains 6087 members 
Mstep: Class 65 contains 11288 members 
Mstep: Class 66 contains 5443 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1822 members 
Mstep: Class 69 contains 9781 members 
Mstep: Class 70 contains 11052 members 
Mstep: Class 71 contains 2775 members 
Mstep: Class 72 contains 7443 members 
Mstep: Class 73 contains 135327 members 
Mstep: Class 74 contains 10916 members 
Mstep: Class 75 contains 11351 members 
Mstep: Class 76 contains 6865 members 
Mstep: Class 77 contains 5725 members 
Mstep: Class 78 contains 16034 members 
Mstep: Class 79 contains 20262 members 
Mstep: Class 80 contains 5352 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 29300 members 
Mstep: Class 83 contains 3614 members 
Mstep: Class 84 contains 8446 members 
Mstep: Class 85 contains 24591 members 
Mstep: Class 86 contains 2730 members 
Mstep: Class 87 contains 4609 members 
Mstep: Class 88 contains 6807 members 
Mstep: Class 89 contains 9630 members 
Mstep: Class 90 contains 4555 members 
Mstep: Class 91 contains 7538 members 
Mstep: Class 92 contains 4534 members 
Mstep: Class 93 contains 5886 members 
Mstep: Class 94 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212241600.000000 Penalty: 337750.406250
Iteration 130Q: 95 clusters Score -2.122416e+08 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 18769 members 
Mstep: Class 3 contains 111218 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 5856 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 69956 members 
Mstep: Class 9 contains 20667 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 11 contains 24801 members 
Mstep: Class 12 contains 7817 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 63621 members 
Mstep: Class 16 contains 51434 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 38535 members 
Mstep: Class 19 contains 248295 members 
Mstep: Class 20 contains 29965 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 138525 members 
Mstep: Class 24 contains 2724 members 
Mstep: Class 25 contains 28659 members 
Mstep: Class 26 contains 13811 members 
Mstep: Class 27 contains 9299 members 
Mstep: Class 28 contains 13124 members 
Mstep: Class 29 contains 13192 members 
Mstep: Class 30 contains 4378 members 
Mstep: Class 31 contains 2706 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 170930 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 62271 members 
Mstep: Class 36 contains 15435 members 
Mstep: Class 37 contains 5720 members 
Mstep: Class 38 contains 7813 members 
Mstep: Class 39 contains 20257 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5968 members 
Mstep: Class 42 contains 6771 members 
Mstep: Class 43 contains 12928 members 
Mstep: Class 44 contains 51734 members 
Mstep: Class 45 contains 3517 members 
Mstep: Class 46 contains 2414 members 
Mstep: Class 47 contains 3543 members 
Mstep: Class 48 contains 14955 members 
Mstep: Class 49 contains 2319 members 
Mstep: Class 50 contains 60621 members 
Mstep: Class 51 contains 33497 members 
Mstep: Class 52 contains 4256 members 
Mstep: Class 53 contains 4630 members 
Mstep: Class 54 contains 7267 members 
Mstep: Class 55 contains 19081 members 
Mstep: Class 56 contains 6120 members 
Mstep: Class 57 contains 5201 members 
Mstep: Class 58 contains 8753 members 
Mstep: Class 59 contains 6474 members 
Mstep: Class 60 contains 1660 members 
Mstep: Class 61 contains 4089 members 
Mstep: Class 62 contains 3520 members 
Mstep: Class 63 contains 29349 members 
Mstep: Class 64 contains 6066 members 
Mstep: Class 65 contains 11297 members 
Mstep: Class 66 contains 5475 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1824 members 
Mstep: Class 69 contains 10208 members 
Mstep: Class 70 contains 11042 members 
Mstep: Class 71 contains 2777 members 
Mstep: Class 72 contains 7399 members 
Mstep: Class 73 contains 135252 members 
Mstep: Class 74 contains 11066 members 
Mstep: Class 75 contains 11383 members 
Mstep: Class 76 contains 6997 members 
Mstep: Class 77 contains 5728 members 
Mstep: Class 78 contains 16000 members 
Mstep: Class 79 contains 20509 members 
Mstep: Class 80 contains 5379 members 
Mstep: Class 81 contains 326 members 
Mstep: Class 82 contains 29050 members 
Mstep: Class 83 contains 3705 members 
Mstep: Class 84 contains 8429 members 
Mstep: Class 85 contains 24679 members 
Mstep: Class 86 contains 2732 members 
Mstep: Class 87 contains 4669 members 
Mstep: Class 88 contains 6822 members 
Mstep: Class 89 contains 9575 members 
Mstep: Class 90 contains 4553 members 
Mstep: Class 91 contains 7528 members 
Mstep: Class 92 contains 4498 members 
Mstep: Class 93 contains 5989 members 
Mstep: Class 94 contains 3987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212241808.000000 Penalty: 337750.406250
Iteration 131Q: 95 clusters Score -2.122418e+08 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 18612 members 
Mstep: Class 3 contains 111193 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 5869 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 69608 members 
Mstep: Class 9 contains 20566 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 24769 members 
Mstep: Class 12 contains 7817 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 63568 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 38547 members 
Mstep: Class 19 contains 248402 members 
Mstep: Class 20 contains 30344 members 
Mstep: Class 21 contains 12295 members 
Mstep: Class 22 contains 2447 members 
Mstep: Class 23 contains 138388 members 
Mstep: Class 24 contains 2716 members 
Mstep: Class 25 contains 28505 members 
Mstep: Class 26 contains 13797 members 
Mstep: Class 27 contains 9323 members 
Mstep: Class 28 contains 13141 members 
Mstep: Class 29 contains 13186 members 
Mstep: Class 30 contains 4374 members 
Mstep: Class 31 contains 2693 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 170795 members 
Mstep: Class 34 contains 4785 members 
Mstep: Class 35 contains 62183 members 
Mstep: Class 36 contains 15600 members 
Mstep: Class 37 contains 5738 members 
Mstep: Class 38 contains 7750 members 
Mstep: Class 39 contains 20199 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5968 members 
Mstep: Class 42 contains 6926 members 
Mstep: Class 43 contains 12851 members 
Mstep: Class 44 contains 51793 members 
Mstep: Class 45 contains 3514 members 
Mstep: Class 46 contains 2424 members 
Mstep: Class 47 contains 3554 members 
Mstep: Class 48 contains 14959 members 
Mstep: Class 49 contains 2342 members 
Mstep: Class 50 contains 60094 members 
Mstep: Class 51 contains 33519 members 
Mstep: Class 52 contains 4317 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7299 members 
Mstep: Class 55 contains 19068 members 
Mstep: Class 56 contains 6166 members 
Mstep: Class 57 contains 5176 members 
Mstep: Class 58 contains 8758 members 
Mstep: Class 59 contains 6500 members 
Mstep: Class 60 contains 1670 members 
Mstep: Class 61 contains 4132 members 
Mstep: Class 62 contains 3514 members 
Mstep: Class 63 contains 29267 members 
Mstep: Class 64 contains 6049 members 
Mstep: Class 65 contains 11298 members 
Mstep: Class 66 contains 5521 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1830 members 
Mstep: Class 69 contains 10642 members 
Mstep: Class 70 contains 11050 members 
Mstep: Class 71 contains 2783 members 
Mstep: Class 72 contains 7330 members 
Mstep: Class 73 contains 135172 members 
Mstep: Class 74 contains 11200 members 
Mstep: Class 75 contains 11402 members 
Mstep: Class 76 contains 7109 members 
Mstep: Class 77 contains 5747 members 
Mstep: Class 78 contains 15967 members 
Mstep: Class 79 contains 20791 members 
Mstep: Class 80 contains 5410 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 28838 members 
Mstep: Class 83 contains 3781 members 
Mstep: Class 84 contains 8404 members 
Mstep: Class 85 contains 24742 members 
Mstep: Class 86 contains 2734 members 
Mstep: Class 87 contains 4735 members 
Mstep: Class 88 contains 6830 members 
Mstep: Class 89 contains 9517 members 
Mstep: Class 90 contains 4552 members 
Mstep: Class 91 contains 7523 members 
Mstep: Class 92 contains 4482 members 
Mstep: Class 93 contains 6096 members 
Mstep: Class 94 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212242672.000000 Penalty: 337750.406250
Iteration 132Q: 95 clusters Score -2.122427e+08 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 111139 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 69286 members 
Mstep: Class 9 contains 20476 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 11 contains 24731 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 63515 members 
Mstep: Class 16 contains 51498 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 38557 members 
Mstep: Class 19 contains 248492 members 
Mstep: Class 20 contains 30668 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 2435 members 
Mstep: Class 23 contains 138279 members 
Mstep: Class 24 contains 2710 members 
Mstep: Class 25 contains 28361 members 
Mstep: Class 26 contains 13781 members 
Mstep: Class 27 contains 9344 members 
Mstep: Class 28 contains 13146 members 
Mstep: Class 29 contains 13180 members 
Mstep: Class 30 contains 4375 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 170711 members 
Mstep: Class 34 contains 4785 members 
Mstep: Class 35 contains 62099 members 
Mstep: Class 36 contains 15770 members 
Mstep: Class 37 contains 5760 members 
Mstep: Class 38 contains 7677 members 
Mstep: Class 39 contains 20144 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5976 members 
Mstep: Class 42 contains 7053 members 
Mstep: Class 43 contains 12765 members 
Mstep: Class 44 contains 51856 members 
Mstep: Class 45 contains 3509 members 
Mstep: Class 46 contains 2430 members 
Mstep: Class 47 contains 3559 members 
Mstep: Class 48 contains 14968 members 
Mstep: Class 49 contains 2362 members 
Mstep: Class 50 contains 59618 members 
Mstep: Class 51 contains 33536 members 
Mstep: Class 52 contains 4371 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7322 members 
Mstep: Class 55 contains 19065 members 
Mstep: Class 56 contains 6200 members 
Mstep: Class 57 contains 5164 members 
Mstep: Class 58 contains 8779 members 
Mstep: Class 59 contains 6527 members 
Mstep: Class 60 contains 1674 members 
Mstep: Class 61 contains 4197 members 
Mstep: Class 62 contains 3515 members 
Mstep: Class 63 contains 29184 members 
Mstep: Class 64 contains 6037 members 
Mstep: Class 65 contains 11305 members 
Mstep: Class 66 contains 5548 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1836 members 
Mstep: Class 69 contains 11044 members 
Mstep: Class 70 contains 11050 members 
Mstep: Class 71 contains 2792 members 
Mstep: Class 72 contains 7237 members 
Mstep: Class 73 contains 135121 members 
Mstep: Class 74 contains 11322 members 
Mstep: Class 75 contains 11445 members 
Mstep: Class 76 contains 7212 members 
Mstep: Class 77 contains 5728 members 
Mstep: Class 78 contains 15933 members 
Mstep: Class 79 contains 21083 members 
Mstep: Class 80 contains 5442 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 28627 members 
Mstep: Class 83 contains 3846 members 
Mstep: Class 84 contains 8390 members 
Mstep: Class 85 contains 24828 members 
Mstep: Class 86 contains 2734 members 
Mstep: Class 87 contains 4792 members 
Mstep: Class 88 contains 6832 members 
Mstep: Class 89 contains 9458 members 
Mstep: Class 90 contains 4548 members 
Mstep: Class 91 contains 7518 members 
Mstep: Class 92 contains 4447 members 
Mstep: Class 93 contains 6193 members 
Mstep: Class 94 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212243120.000000 Penalty: 337750.406250
Iteration 133Q: 95 clusters Score -2.122431e+08 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 18289 members 
Mstep: Class 3 contains 111079 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 68949 members 
Mstep: Class 9 contains 20381 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 24713 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 1735 members 
Mstep: Class 14 contains 5286 members 
Mstep: Class 15 contains 63449 members 
Mstep: Class 16 contains 51521 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 38574 members 
Mstep: Class 19 contains 248572 members 
Mstep: Class 20 contains 30966 members 
Mstep: Class 21 contains 12353 members 
Mstep: Class 22 contains 2425 members 
Mstep: Class 23 contains 138220 members 
Mstep: Class 24 contains 2701 members 
Mstep: Class 25 contains 28214 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 9349 members 
Mstep: Class 28 contains 13125 members 
Mstep: Class 29 contains 13170 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 170669 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 62039 members 
Mstep: Class 36 contains 15909 members 
Mstep: Class 37 contains 5780 members 
Mstep: Class 38 contains 7610 members 
Mstep: Class 39 contains 20098 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5984 members 
Mstep: Class 42 contains 7181 members 
Mstep: Class 43 contains 12703 members 
Mstep: Class 44 contains 51898 members 
Mstep: Class 45 contains 3510 members 
Mstep: Class 46 contains 2437 members 
Mstep: Class 47 contains 3567 members 
Mstep: Class 48 contains 14971 members 
Mstep: Class 49 contains 2379 members 
Mstep: Class 50 contains 59179 members 
Mstep: Class 51 contains 33560 members 
Mstep: Class 52 contains 4409 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7344 members 
Mstep: Class 55 contains 19051 members 
Mstep: Class 56 contains 6217 members 
Mstep: Class 57 contains 5146 members 
Mstep: Class 58 contains 8780 members 
Mstep: Class 59 contains 6552 members 
Mstep: Class 60 contains 1679 members 
Mstep: Class 61 contains 4275 members 
Mstep: Class 62 contains 3504 members 
Mstep: Class 63 contains 29097 members 
Mstep: Class 64 contains 6027 members 
Mstep: Class 65 contains 11304 members 
Mstep: Class 66 contains 5569 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 11476 members 
Mstep: Class 70 contains 11069 members 
Mstep: Class 71 contains 2808 members 
Mstep: Class 72 contains 7153 members 
Mstep: Class 73 contains 135064 members 
Mstep: Class 74 contains 11460 members 
Mstep: Class 75 contains 11490 members 
Mstep: Class 76 contains 7314 members 
Mstep: Class 77 contains 5734 members 
Mstep: Class 78 contains 15913 members 
Mstep: Class 79 contains 21352 members 
Mstep: Class 80 contains 5474 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 28387 members 
Mstep: Class 83 contains 3911 members 
Mstep: Class 84 contains 8380 members 
Mstep: Class 85 contains 24888 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 4836 members 
Mstep: Class 88 contains 6842 members 
Mstep: Class 89 contains 9411 members 
Mstep: Class 90 contains 4552 members 
Mstep: Class 91 contains 7516 members 
Mstep: Class 92 contains 4400 members 
Mstep: Class 93 contains 6269 members 
Mstep: Class 94 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212243968.000000 Penalty: 337750.406250
Iteration 134Q: 95 clusters Score -2.12244e+08 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 18145 members 
Mstep: Class 3 contains 111019 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 68617 members 
Mstep: Class 9 contains 20285 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 5254 members 
Mstep: Class 15 contains 63399 members 
Mstep: Class 16 contains 51549 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 38591 members 
Mstep: Class 19 contains 248652 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 138176 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 28072 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 9368 members 
Mstep: Class 28 contains 13106 members 
Mstep: Class 29 contains 13164 members 
Mstep: Class 30 contains 4371 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 7048 members 
Mstep: Class 33 contains 170633 members 
Mstep: Class 34 contains 4814 members 
Mstep: Class 35 contains 61992 members 
Mstep: Class 36 contains 16018 members 
Mstep: Class 37 contains 5802 members 
Mstep: Class 38 contains 7533 members 
Mstep: Class 39 contains 20043 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 5999 members 
Mstep: Class 42 contains 7283 members 
Mstep: Class 43 contains 12631 members 
Mstep: Class 44 contains 51915 members 
Mstep: Class 45 contains 3509 members 
Mstep: Class 46 contains 2444 members 
Mstep: Class 47 contains 3573 members 
Mstep: Class 48 contains 14972 members 
Mstep: Class 49 contains 2397 members 
Mstep: Class 50 contains 58815 members 
Mstep: Class 51 contains 33579 members 
Mstep: Class 52 contains 4450 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7376 members 
Mstep: Class 55 contains 19033 members 
Mstep: Class 56 contains 6225 members 
Mstep: Class 57 contains 5138 members 
Mstep: Class 58 contains 8768 members 
Mstep: Class 59 contains 6582 members 
Mstep: Class 60 contains 1683 members 
Mstep: Class 61 contains 4336 members 
Mstep: Class 62 contains 3500 members 
Mstep: Class 63 contains 29015 members 
Mstep: Class 64 contains 6018 members 
Mstep: Class 65 contains 11302 members 
Mstep: Class 66 contains 5587 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 11922 members 
Mstep: Class 70 contains 11082 members 
Mstep: Class 71 contains 2824 members 
Mstep: Class 72 contains 7098 members 
Mstep: Class 73 contains 134968 members 
Mstep: Class 74 contains 11591 members 
Mstep: Class 75 contains 11524 members 
Mstep: Class 76 contains 7413 members 
Mstep: Class 77 contains 5749 members 
Mstep: Class 78 contains 15881 members 
Mstep: Class 79 contains 21602 members 
Mstep: Class 80 contains 5517 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 28189 members 
Mstep: Class 83 contains 3967 members 
Mstep: Class 84 contains 8365 members 
Mstep: Class 85 contains 24955 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 4890 members 
Mstep: Class 88 contains 6847 members 
Mstep: Class 89 contains 9365 members 
Mstep: Class 90 contains 4546 members 
Mstep: Class 91 contains 7509 members 
Mstep: Class 92 contains 4355 members 
Mstep: Class 93 contains 6385 members 
Mstep: Class 94 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212245952.000000 Penalty: 337750.406250
Iteration 135Q: 95 clusters Score -2.12246e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 18016 members 
Mstep: Class 3 contains 110979 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 68293 members 
Mstep: Class 9 contains 20201 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 24666 members 
Mstep: Class 12 contains 7805 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 15 contains 63341 members 
Mstep: Class 16 contains 51565 members 
Mstep: Class 17 contains 6987 members 
Mstep: Class 18 contains 38599 members 
Mstep: Class 19 contains 248730 members 
Mstep: Class 20 contains 31483 members 
Mstep: Class 21 contains 12378 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 138140 members 
Mstep: Class 24 contains 2683 members 
Mstep: Class 25 contains 27959 members 
Mstep: Class 26 contains 13744 members 
Mstep: Class 27 contains 9385 members 
Mstep: Class 28 contains 13086 members 
Mstep: Class 29 contains 13161 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 170651 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 61947 members 
Mstep: Class 36 contains 16107 members 
Mstep: Class 37 contains 5823 members 
Mstep: Class 38 contains 7477 members 
Mstep: Class 39 contains 19997 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6016 members 
Mstep: Class 42 contains 7400 members 
Mstep: Class 43 contains 12563 members 
Mstep: Class 44 contains 51941 members 
Mstep: Class 45 contains 3506 members 
Mstep: Class 46 contains 2448 members 
Mstep: Class 47 contains 3583 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 2412 members 
Mstep: Class 50 contains 58417 members 
Mstep: Class 51 contains 33600 members 
Mstep: Class 52 contains 4490 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7408 members 
Mstep: Class 55 contains 19026 members 
Mstep: Class 56 contains 6257 members 
Mstep: Class 57 contains 5129 members 
Mstep: Class 58 contains 8749 members 
Mstep: Class 59 contains 6610 members 
Mstep: Class 60 contains 1687 members 
Mstep: Class 61 contains 4407 members 
Mstep: Class 62 contains 3494 members 
Mstep: Class 63 contains 28924 members 
Mstep: Class 64 contains 6005 members 
Mstep: Class 65 contains 11307 members 
Mstep: Class 66 contains 5604 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 12351 members 
Mstep: Class 70 contains 11101 members 
Mstep: Class 71 contains 2853 members 
Mstep: Class 72 contains 7013 members 
Mstep: Class 73 contains 134880 members 
Mstep: Class 74 contains 11709 members 
Mstep: Class 75 contains 11557 members 
Mstep: Class 76 contains 7493 members 
Mstep: Class 77 contains 5746 members 
Mstep: Class 78 contains 15857 members 
Mstep: Class 79 contains 21813 members 
Mstep: Class 80 contains 5540 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27998 members 
Mstep: Class 83 contains 4010 members 
Mstep: Class 84 contains 8352 members 
Mstep: Class 85 contains 25000 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 4915 members 
Mstep: Class 88 contains 6858 members 
Mstep: Class 89 contains 9341 members 
Mstep: Class 90 contains 4545 members 
Mstep: Class 91 contains 7504 members 
Mstep: Class 92 contains 4326 members 
Mstep: Class 93 contains 6500 members 
Mstep: Class 94 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212246464.000000 Penalty: 337750.406250
Iteration 136Q: 95 clusters Score -2.122465e+08 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 110923 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 67909 members 
Mstep: Class 9 contains 20106 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 24652 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 63274 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 6988 members 
Mstep: Class 18 contains 38609 members 
Mstep: Class 19 contains 248772 members 
Mstep: Class 20 contains 31735 members 
Mstep: Class 21 contains 12392 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 138127 members 
Mstep: Class 24 contains 2683 members 
Mstep: Class 25 contains 27847 members 
Mstep: Class 26 contains 13736 members 
Mstep: Class 27 contains 9389 members 
Mstep: Class 28 contains 13053 members 
Mstep: Class 29 contains 13156 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 7048 members 
Mstep: Class 33 contains 170712 members 
Mstep: Class 34 contains 4818 members 
Mstep: Class 35 contains 61907 members 
Mstep: Class 36 contains 16182 members 
Mstep: Class 37 contains 5848 members 
Mstep: Class 38 contains 7437 members 
Mstep: Class 39 contains 19952 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6025 members 
Mstep: Class 42 contains 7510 members 
Mstep: Class 43 contains 12507 members 
Mstep: Class 44 contains 51955 members 
Mstep: Class 45 contains 3496 members 
Mstep: Class 46 contains 2449 members 
Mstep: Class 47 contains 3587 members 
Mstep: Class 48 contains 14984 members 
Mstep: Class 49 contains 2422 members 
Mstep: Class 50 contains 58049 members 
Mstep: Class 51 contains 33615 members 
Mstep: Class 52 contains 4522 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7436 members 
Mstep: Class 55 contains 19021 members 
Mstep: Class 56 contains 6275 members 
Mstep: Class 57 contains 5127 members 
Mstep: Class 58 contains 8709 members 
Mstep: Class 59 contains 6630 members 
Mstep: Class 60 contains 1691 members 
Mstep: Class 61 contains 4483 members 
Mstep: Class 62 contains 3481 members 
Mstep: Class 63 contains 28834 members 
Mstep: Class 64 contains 5994 members 
Mstep: Class 65 contains 11309 members 
Mstep: Class 66 contains 5627 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 12811 members 
Mstep: Class 70 contains 11109 members 
Mstep: Class 71 contains 2874 members 
Mstep: Class 72 contains 6934 members 
Mstep: Class 73 contains 134831 members 
Mstep: Class 74 contains 11806 members 
Mstep: Class 75 contains 11588 members 
Mstep: Class 76 contains 7598 members 
Mstep: Class 77 contains 5746 members 
Mstep: Class 78 contains 15829 members 
Mstep: Class 79 contains 21997 members 
Mstep: Class 80 contains 5558 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27815 members 
Mstep: Class 83 contains 4038 members 
Mstep: Class 84 contains 8351 members 
Mstep: Class 85 contains 25084 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 4947 members 
Mstep: Class 88 contains 6870 members 
Mstep: Class 89 contains 9317 members 
Mstep: Class 90 contains 4552 members 
Mstep: Class 91 contains 7488 members 
Mstep: Class 92 contains 4295 members 
Mstep: Class 93 contains 6620 members 
Mstep: Class 94 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212246752.000000 Penalty: 337750.406250
Iteration 137Q: 95 clusters Score -2.122468e+08 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 17783 members 
Mstep: Class 3 contains 110864 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 67491 members 
Mstep: Class 9 contains 20014 members 
Mstep: Class 10 contains 5219 members 
Mstep: Class 11 contains 24631 members 
Mstep: Class 12 contains 7819 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 63208 members 
Mstep: Class 16 contains 51587 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 38615 members 
Mstep: Class 19 contains 248799 members 
Mstep: Class 20 contains 31965 members 
Mstep: Class 21 contains 12405 members 
Mstep: Class 22 contains 2392 members 
Mstep: Class 23 contains 138091 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 27762 members 
Mstep: Class 26 contains 13725 members 
Mstep: Class 27 contains 9394 members 
Mstep: Class 28 contains 13030 members 
Mstep: Class 29 contains 13159 members 
Mstep: Class 30 contains 4369 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 7050 members 
Mstep: Class 33 contains 170791 members 
Mstep: Class 34 contains 4810 members 
Mstep: Class 35 contains 61886 members 
Mstep: Class 36 contains 16268 members 
Mstep: Class 37 contains 5867 members 
Mstep: Class 38 contains 7407 members 
Mstep: Class 39 contains 19914 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6033 members 
Mstep: Class 42 contains 7603 members 
Mstep: Class 43 contains 12447 members 
Mstep: Class 44 contains 51970 members 
Mstep: Class 45 contains 3486 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 3588 members 
Mstep: Class 48 contains 14992 members 
Mstep: Class 49 contains 2440 members 
Mstep: Class 50 contains 57698 members 
Mstep: Class 51 contains 33630 members 
Mstep: Class 52 contains 4559 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 7463 members 
Mstep: Class 55 contains 19012 members 
Mstep: Class 56 contains 6303 members 
Mstep: Class 57 contains 5120 members 
Mstep: Class 58 contains 8653 members 
Mstep: Class 59 contains 6643 members 
Mstep: Class 60 contains 1694 members 
Mstep: Class 61 contains 4552 members 
Mstep: Class 62 contains 3486 members 
Mstep: Class 63 contains 28770 members 
Mstep: Class 64 contains 5986 members 
Mstep: Class 65 contains 11307 members 
Mstep: Class 66 contains 5643 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 13258 members 
Mstep: Class 70 contains 11135 members 
Mstep: Class 71 contains 2895 members 
Mstep: Class 72 contains 6851 members 
Mstep: Class 73 contains 134788 members 
Mstep: Class 74 contains 11889 members 
Mstep: Class 75 contains 11615 members 
Mstep: Class 76 contains 7699 members 
Mstep: Class 77 contains 5744 members 
Mstep: Class 78 contains 15798 members 
Mstep: Class 79 contains 22190 members 
Mstep: Class 80 contains 5586 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27651 members 
Mstep: Class 83 contains 4073 members 
Mstep: Class 84 contains 8333 members 
Mstep: Class 85 contains 25164 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 4984 members 
Mstep: Class 88 contains 6891 members 
Mstep: Class 89 contains 9311 members 
Mstep: Class 90 contains 4560 members 
Mstep: Class 91 contains 7479 members 
Mstep: Class 92 contains 4280 members 
Mstep: Class 93 contains 6729 members 
Mstep: Class 94 contains 4316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212247024.000000 Penalty: 337750.406250
Iteration 138Q: 95 clusters Score -2.12247e+08 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 110826 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5474 members 
Mstep: Class 8 contains 67081 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 24614 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 63147 members 
Mstep: Class 16 contains 51588 members 
Mstep: Class 17 contains 6962 members 
Mstep: Class 18 contains 38611 members 
Mstep: Class 19 contains 248821 members 
Mstep: Class 20 contains 32167 members 
Mstep: Class 21 contains 12409 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 138057 members 
Mstep: Class 24 contains 2675 members 
Mstep: Class 25 contains 27674 members 
Mstep: Class 26 contains 13732 members 
Mstep: Class 27 contains 9399 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 13157 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 7052 members 
Mstep: Class 33 contains 170853 members 
Mstep: Class 34 contains 4817 members 
Mstep: Class 35 contains 61862 members 
Mstep: Class 36 contains 16353 members 
Mstep: Class 37 contains 5880 members 
Mstep: Class 38 contains 7378 members 
Mstep: Class 39 contains 19882 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6042 members 
Mstep: Class 42 contains 7703 members 
Mstep: Class 43 contains 12375 members 
Mstep: Class 44 contains 51976 members 
Mstep: Class 45 contains 3480 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 15003 members 
Mstep: Class 49 contains 2458 members 
Mstep: Class 50 contains 57357 members 
Mstep: Class 51 contains 33648 members 
Mstep: Class 52 contains 4587 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7493 members 
Mstep: Class 55 contains 19015 members 
Mstep: Class 56 contains 6318 members 
Mstep: Class 57 contains 5114 members 
Mstep: Class 58 contains 8616 members 
Mstep: Class 59 contains 6654 members 
Mstep: Class 60 contains 1692 members 
Mstep: Class 61 contains 4612 members 
Mstep: Class 62 contains 3476 members 
Mstep: Class 63 contains 28715 members 
Mstep: Class 64 contains 5979 members 
Mstep: Class 65 contains 11309 members 
Mstep: Class 66 contains 5652 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 13663 members 
Mstep: Class 70 contains 11163 members 
Mstep: Class 71 contains 2920 members 
Mstep: Class 72 contains 6780 members 
Mstep: Class 73 contains 134753 members 
Mstep: Class 74 contains 11959 members 
Mstep: Class 75 contains 11642 members 
Mstep: Class 76 contains 7776 members 
Mstep: Class 77 contains 5747 members 
Mstep: Class 78 contains 15779 members 
Mstep: Class 79 contains 22349 members 
Mstep: Class 80 contains 5607 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27521 members 
Mstep: Class 83 contains 4100 members 
Mstep: Class 84 contains 8328 members 
Mstep: Class 85 contains 25247 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5021 members 
Mstep: Class 88 contains 6904 members 
Mstep: Class 89 contains 9303 members 
Mstep: Class 90 contains 4569 members 
Mstep: Class 91 contains 7471 members 
Mstep: Class 92 contains 4260 members 
Mstep: Class 93 contains 6813 members 
Mstep: Class 94 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212247600.000000 Penalty: 337750.406250
Iteration 139Q: 95 clusters Score -2.122476e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17627 members 
Mstep: Class 3 contains 110781 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 5968 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5463 members 
Mstep: Class 8 contains 66699 members 
Mstep: Class 9 contains 19898 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 24607 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 15 contains 63079 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 38614 members 
Mstep: Class 19 contains 248831 members 
Mstep: Class 20 contains 32359 members 
Mstep: Class 21 contains 12413 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 138036 members 
Mstep: Class 24 contains 2676 members 
Mstep: Class 25 contains 27606 members 
Mstep: Class 26 contains 13735 members 
Mstep: Class 27 contains 9409 members 
Mstep: Class 28 contains 12991 members 
Mstep: Class 29 contains 13152 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2642 members 
Mstep: Class 32 contains 7059 members 
Mstep: Class 33 contains 170962 members 
Mstep: Class 34 contains 4825 members 
Mstep: Class 35 contains 61834 members 
Mstep: Class 36 contains 16437 members 
Mstep: Class 37 contains 5890 members 
Mstep: Class 38 contains 7344 members 
Mstep: Class 39 contains 19859 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6050 members 
Mstep: Class 42 contains 7784 members 
Mstep: Class 43 contains 12300 members 
Mstep: Class 44 contains 51985 members 
Mstep: Class 45 contains 3474 members 
Mstep: Class 46 contains 2437 members 
Mstep: Class 47 contains 3594 members 
Mstep: Class 48 contains 15009 members 
Mstep: Class 49 contains 2471 members 
Mstep: Class 50 contains 57017 members 
Mstep: Class 51 contains 33652 members 
Mstep: Class 52 contains 4616 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7510 members 
Mstep: Class 55 contains 19019 members 
Mstep: Class 56 contains 6351 members 
Mstep: Class 57 contains 5105 members 
Mstep: Class 58 contains 8587 members 
Mstep: Class 59 contains 6666 members 
Mstep: Class 60 contains 1691 members 
Mstep: Class 61 contains 4673 members 
Mstep: Class 62 contains 3468 members 
Mstep: Class 63 contains 28663 members 
Mstep: Class 64 contains 5965 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5670 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 14068 members 
Mstep: Class 70 contains 11184 members 
Mstep: Class 71 contains 2929 members 
Mstep: Class 72 contains 6719 members 
Mstep: Class 73 contains 134710 members 
Mstep: Class 74 contains 12024 members 
Mstep: Class 75 contains 11662 members 
Mstep: Class 76 contains 7834 members 
Mstep: Class 77 contains 5746 members 
Mstep: Class 78 contains 15756 members 
Mstep: Class 79 contains 22483 members 
Mstep: Class 80 contains 5618 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27379 members 
Mstep: Class 83 contains 4130 members 
Mstep: Class 84 contains 8350 members 
Mstep: Class 85 contains 25331 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5039 members 
Mstep: Class 88 contains 6934 members 
Mstep: Class 89 contains 9299 members 
Mstep: Class 90 contains 4581 members 
Mstep: Class 91 contains 7463 members 
Mstep: Class 92 contains 4237 members 
Mstep: Class 93 contains 6902 members 
Mstep: Class 94 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212248448.000000 Penalty: 337750.406250
Iteration 140F: 95 clusters Score -2.122484e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 17579 members 
Mstep: Class 3 contains 110746 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 66285 members 
Mstep: Class 9 contains 19834 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 24597 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 15 contains 62985 members 
Mstep: Class 16 contains 51587 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 18 contains 38621 members 
Mstep: Class 19 contains 248857 members 
Mstep: Class 20 contains 32561 members 
Mstep: Class 21 contains 12416 members 
Mstep: Class 22 contains 2381 members 
Mstep: Class 23 contains 138021 members 
Mstep: Class 24 contains 2676 members 
Mstep: Class 25 contains 27511 members 
Mstep: Class 26 contains 13729 members 
Mstep: Class 27 contains 9425 members 
Mstep: Class 28 contains 12967 members 
Mstep: Class 29 contains 13149 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 2637 members 
Mstep: Class 32 contains 7062 members 
Mstep: Class 33 contains 171091 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 61826 members 
Mstep: Class 36 contains 16524 members 
Mstep: Class 37 contains 5904 members 
Mstep: Class 38 contains 7310 members 
Mstep: Class 39 contains 19839 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6063 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 12192 members 
Mstep: Class 44 contains 51963 members 
Mstep: Class 45 contains 3469 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 3593 members 
Mstep: Class 48 contains 15014 members 
Mstep: Class 49 contains 2488 members 
Mstep: Class 50 contains 56681 members 
Mstep: Class 51 contains 33655 members 
Mstep: Class 52 contains 4657 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7520 members 
Mstep: Class 55 contains 19004 members 
Mstep: Class 56 contains 6363 members 
Mstep: Class 57 contains 5094 members 
Mstep: Class 58 contains 8540 members 
Mstep: Class 59 contains 6675 members 
Mstep: Class 60 contains 1692 members 
Mstep: Class 61 contains 4796 members 
Mstep: Class 62 contains 3448 members 
Mstep: Class 63 contains 28597 members 
Mstep: Class 64 contains 5952 members 
Mstep: Class 65 contains 11313 members 
Mstep: Class 66 contains 5680 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 14502 members 
Mstep: Class 70 contains 11217 members 
Mstep: Class 71 contains 2938 members 
Mstep: Class 72 contains 6621 members 
Mstep: Class 73 contains 134644 members 
Mstep: Class 74 contains 12082 members 
Mstep: Class 75 contains 11678 members 
Mstep: Class 76 contains 7940 members 
Mstep: Class 77 contains 5758 members 
Mstep: Class 78 contains 15721 members 
Mstep: Class 79 contains 22602 members 
Mstep: Class 80 contains 5626 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27251 members 
Mstep: Class 83 contains 4157 members 
Mstep: Class 84 contains 8359 members 
Mstep: Class 85 contains 25400 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5137 members 
Mstep: Class 88 contains 6956 members 
Mstep: Class 89 contains 9269 members 
Mstep: Class 90 contains 4606 members 
Mstep: Class 91 contains 7455 members 
Mstep: Class 92 contains 4188 members 
Mstep: Class 93 contains 7001 members 
Mstep: Class 94 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212249088.000000 Penalty: 337750.406250
Iteration 141Q: 95 clusters Score -2.122491e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 17523 members 
Mstep: Class 3 contains 110716 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 65876 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 24586 members 
Mstep: Class 12 contains 7818 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 5051 members 
Mstep: Class 15 contains 62862 members 
Mstep: Class 16 contains 51598 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 38624 members 
Mstep: Class 19 contains 248858 members 
Mstep: Class 20 contains 32736 members 
Mstep: Class 21 contains 12423 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 138022 members 
Mstep: Class 24 contains 2674 members 
Mstep: Class 25 contains 27433 members 
Mstep: Class 26 contains 13730 members 
Mstep: Class 27 contains 9417 members 
Mstep: Class 28 contains 12945 members 
Mstep: Class 29 contains 13149 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 171191 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 61818 members 
Mstep: Class 36 contains 16608 members 
Mstep: Class 37 contains 5917 members 
Mstep: Class 38 contains 7280 members 
Mstep: Class 39 contains 19816 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6069 members 
Mstep: Class 42 contains 7980 members 
Mstep: Class 43 contains 12070 members 
Mstep: Class 44 contains 51946 members 
Mstep: Class 45 contains 3470 members 
Mstep: Class 46 contains 2445 members 
Mstep: Class 47 contains 3593 members 
Mstep: Class 48 contains 15023 members 
Mstep: Class 49 contains 2508 members 
Mstep: Class 50 contains 56379 members 
Mstep: Class 51 contains 33649 members 
Mstep: Class 52 contains 4693 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7538 members 
Mstep: Class 55 contains 18993 members 
Mstep: Class 56 contains 6378 members 
Mstep: Class 57 contains 5094 members 
Mstep: Class 58 contains 8504 members 
Mstep: Class 59 contains 6685 members 
Mstep: Class 60 contains 1696 members 
Mstep: Class 61 contains 4925 members 
Mstep: Class 62 contains 3444 members 
Mstep: Class 63 contains 28534 members 
Mstep: Class 64 contains 5941 members 
Mstep: Class 65 contains 11314 members 
Mstep: Class 66 contains 5695 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1836 members 
Mstep: Class 69 contains 14967 members 
Mstep: Class 70 contains 11240 members 
Mstep: Class 71 contains 2956 members 
Mstep: Class 72 contains 6558 members 
Mstep: Class 73 contains 134579 members 
Mstep: Class 74 contains 12123 members 
Mstep: Class 75 contains 11693 members 
Mstep: Class 76 contains 8037 members 
Mstep: Class 77 contains 5772 members 
Mstep: Class 78 contains 15696 members 
Mstep: Class 79 contains 22722 members 
Mstep: Class 80 contains 5638 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27155 members 
Mstep: Class 83 contains 4189 members 
Mstep: Class 84 contains 8345 members 
Mstep: Class 85 contains 25455 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5246 members 
Mstep: Class 88 contains 6970 members 
Mstep: Class 89 contains 9232 members 
Mstep: Class 90 contains 4623 members 
Mstep: Class 91 contains 7445 members 
Mstep: Class 92 contains 4129 members 
Mstep: Class 93 contains 7086 members 
Mstep: Class 94 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212249648.000000 Penalty: 337750.406250
Iteration 142Q: 95 clusters Score -2.122496e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 17471 members 
Mstep: Class 3 contains 110664 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 8 contains 65496 members 
Mstep: Class 9 contains 19748 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 24579 members 
Mstep: Class 12 contains 7818 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 5021 members 
Mstep: Class 15 contains 62733 members 
Mstep: Class 16 contains 51601 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 18 contains 38630 members 
Mstep: Class 19 contains 248851 members 
Mstep: Class 20 contains 32906 members 
Mstep: Class 21 contains 12425 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 138044 members 
Mstep: Class 24 contains 2671 members 
Mstep: Class 25 contains 27361 members 
Mstep: Class 26 contains 13718 members 
Mstep: Class 27 contains 9415 members 
Mstep: Class 28 contains 12924 members 
Mstep: Class 29 contains 13151 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 2636 members 
Mstep: Class 32 contains 7062 members 
Mstep: Class 33 contains 171303 members 
Mstep: Class 34 contains 4837 members 
Mstep: Class 35 contains 61793 members 
Mstep: Class 36 contains 16689 members 
Mstep: Class 37 contains 5923 members 
Mstep: Class 38 contains 7245 members 
Mstep: Class 39 contains 19800 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6071 members 
Mstep: Class 42 contains 8061 members 
Mstep: Class 43 contains 11940 members 
Mstep: Class 44 contains 51931 members 
Mstep: Class 45 contains 3472 members 
Mstep: Class 46 contains 2453 members 
Mstep: Class 47 contains 3586 members 
Mstep: Class 48 contains 15031 members 
Mstep: Class 49 contains 2522 members 
Mstep: Class 50 contains 56042 members 
Mstep: Class 51 contains 33660 members 
Mstep: Class 52 contains 4729 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7555 members 
Mstep: Class 55 contains 18981 members 
Mstep: Class 56 contains 6386 members 
Mstep: Class 57 contains 5088 members 
Mstep: Class 58 contains 8463 members 
Mstep: Class 59 contains 6706 members 
Mstep: Class 60 contains 1700 members 
Mstep: Class 61 contains 5042 members 
Mstep: Class 62 contains 3443 members 
Mstep: Class 63 contains 28489 members 
Mstep: Class 64 contains 5938 members 
Mstep: Class 65 contains 11313 members 
Mstep: Class 66 contains 5704 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1836 members 
Mstep: Class 69 contains 15442 members 
Mstep: Class 70 contains 11275 members 
Mstep: Class 71 contains 2967 members 
Mstep: Class 72 contains 6493 members 
Mstep: Class 73 contains 134510 members 
Mstep: Class 74 contains 12166 members 
Mstep: Class 75 contains 11699 members 
Mstep: Class 76 contains 8123 members 
Mstep: Class 77 contains 5776 members 
Mstep: Class 78 contains 15677 members 
Mstep: Class 79 contains 22824 members 
Mstep: Class 80 contains 5648 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 27048 members 
Mstep: Class 83 contains 4207 members 
Mstep: Class 84 contains 8333 members 
Mstep: Class 85 contains 25531 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5409 members 
Mstep: Class 88 contains 6999 members 
Mstep: Class 89 contains 9206 members 
Mstep: Class 90 contains 4627 members 
Mstep: Class 91 contains 7438 members 
Mstep: Class 92 contains 4080 members 
Mstep: Class 93 contains 7150 members 
Mstep: Class 94 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212250528.000000 Penalty: 337750.406250
Iteration 143Q: 95 clusters Score -2.122505e+08 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 17422 members 
Mstep: Class 3 contains 110584 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 65045 members 
Mstep: Class 9 contains 19698 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 24573 members 
Mstep: Class 12 contains 7819 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 62623 members 
Mstep: Class 16 contains 51598 members 
Mstep: Class 17 contains 6853 members 
Mstep: Class 18 contains 38636 members 
Mstep: Class 19 contains 248842 members 
Mstep: Class 20 contains 33076 members 
Mstep: Class 21 contains 12425 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 138085 members 
Mstep: Class 24 contains 2667 members 
Mstep: Class 25 contains 27285 members 
Mstep: Class 26 contains 13714 members 
Mstep: Class 27 contains 9429 members 
Mstep: Class 28 contains 12892 members 
Mstep: Class 29 contains 13150 members 
Mstep: Class 30 contains 4373 members 
Mstep: Class 31 contains 2633 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 171442 members 
Mstep: Class 34 contains 4850 members 
Mstep: Class 35 contains 61780 members 
Mstep: Class 36 contains 16786 members 
Mstep: Class 37 contains 5930 members 
Mstep: Class 38 contains 7216 members 
Mstep: Class 39 contains 19784 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6076 members 
Mstep: Class 42 contains 8154 members 
Mstep: Class 43 contains 11809 members 
Mstep: Class 44 contains 51927 members 
Mstep: Class 45 contains 3472 members 
Mstep: Class 46 contains 2451 members 
Mstep: Class 47 contains 3583 members 
Mstep: Class 48 contains 15038 members 
Mstep: Class 49 contains 2535 members 
Mstep: Class 50 contains 55699 members 
Mstep: Class 51 contains 33664 members 
Mstep: Class 52 contains 4764 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7565 members 
Mstep: Class 55 contains 18963 members 
Mstep: Class 56 contains 6400 members 
Mstep: Class 57 contains 5082 members 
Mstep: Class 58 contains 8412 members 
Mstep: Class 59 contains 6720 members 
Mstep: Class 60 contains 1702 members 
Mstep: Class 61 contains 5150 members 
Mstep: Class 62 contains 3436 members 
Mstep: Class 63 contains 28431 members 
Mstep: Class 64 contains 5931 members 
Mstep: Class 65 contains 11310 members 
Mstep: Class 66 contains 5716 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1836 members 
Mstep: Class 69 contains 15954 members 
Mstep: Class 70 contains 11317 members 
Mstep: Class 71 contains 2973 members 
Mstep: Class 72 contains 6434 members 
Mstep: Class 73 contains 134463 members 
Mstep: Class 74 contains 12201 members 
Mstep: Class 75 contains 11703 members 
Mstep: Class 76 contains 8213 members 
Mstep: Class 77 contains 5774 members 
Mstep: Class 78 contains 15658 members 
Mstep: Class 79 contains 22923 members 
Mstep: Class 80 contains 5675 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26908 members 
Mstep: Class 83 contains 4225 members 
Mstep: Class 84 contains 8320 members 
Mstep: Class 85 contains 25599 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5572 members 
Mstep: Class 88 contains 7031 members 
Mstep: Class 89 contains 9187 members 
Mstep: Class 90 contains 4637 members 
Mstep: Class 91 contains 7431 members 
Mstep: Class 92 contains 4029 members 
Mstep: Class 93 contains 7216 members 
Mstep: Class 94 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212250992.000000 Penalty: 337750.406250
Iteration 144Q: 95 clusters Score -2.12251e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 110533 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5427 members 
Mstep: Class 8 contains 64587 members 
Mstep: Class 9 contains 19667 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 24577 members 
Mstep: Class 12 contains 7816 members 
Mstep: Class 13 contains 1656 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 62469 members 
Mstep: Class 16 contains 51584 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 38636 members 
Mstep: Class 19 contains 248832 members 
Mstep: Class 20 contains 33248 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 138101 members 
Mstep: Class 24 contains 2665 members 
Mstep: Class 25 contains 27202 members 
Mstep: Class 26 contains 13719 members 
Mstep: Class 27 contains 9440 members 
Mstep: Class 28 contains 12875 members 
Mstep: Class 29 contains 13152 members 
Mstep: Class 30 contains 4371 members 
Mstep: Class 31 contains 2632 members 
Mstep: Class 32 contains 7065 members 
Mstep: Class 33 contains 171574 members 
Mstep: Class 34 contains 4853 members 
Mstep: Class 35 contains 61768 members 
Mstep: Class 36 contains 16872 members 
Mstep: Class 37 contains 5936 members 
Mstep: Class 38 contains 7191 members 
Mstep: Class 39 contains 19774 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6079 members 
Mstep: Class 42 contains 8235 members 
Mstep: Class 43 contains 11668 members 
Mstep: Class 44 contains 51907 members 
Mstep: Class 45 contains 3469 members 
Mstep: Class 46 contains 2464 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 15048 members 
Mstep: Class 49 contains 2541 members 
Mstep: Class 50 contains 55368 members 
Mstep: Class 51 contains 33669 members 
Mstep: Class 52 contains 4797 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7576 members 
Mstep: Class 55 contains 18942 members 
Mstep: Class 56 contains 6428 members 
Mstep: Class 57 contains 5079 members 
Mstep: Class 58 contains 8355 members 
Mstep: Class 59 contains 6736 members 
Mstep: Class 60 contains 1704 members 
Mstep: Class 61 contains 5239 members 
Mstep: Class 62 contains 3429 members 
Mstep: Class 63 contains 28377 members 
Mstep: Class 64 contains 5924 members 
Mstep: Class 65 contains 11311 members 
Mstep: Class 66 contains 5725 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1835 members 
Mstep: Class 69 contains 16464 members 
Mstep: Class 70 contains 11354 members 
Mstep: Class 71 contains 2983 members 
Mstep: Class 72 contains 6400 members 
Mstep: Class 73 contains 134423 members 
Mstep: Class 74 contains 12238 members 
Mstep: Class 75 contains 11721 members 
Mstep: Class 76 contains 8299 members 
Mstep: Class 77 contains 5782 members 
Mstep: Class 78 contains 15651 members 
Mstep: Class 79 contains 23017 members 
Mstep: Class 80 contains 5702 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26804 members 
Mstep: Class 83 contains 4233 members 
Mstep: Class 84 contains 8339 members 
Mstep: Class 85 contains 25663 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5732 members 
Mstep: Class 88 contains 7057 members 
Mstep: Class 89 contains 9170 members 
Mstep: Class 90 contains 4647 members 
Mstep: Class 91 contains 7417 members 
Mstep: Class 92 contains 3979 members 
Mstep: Class 93 contains 7250 members 
Mstep: Class 94 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212251264.000000 Penalty: 337750.406250
Iteration 145Q: 95 clusters Score -2.122513e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17339 members 
Mstep: Class 3 contains 110463 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 64167 members 
Mstep: Class 9 contains 19645 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 24577 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 62324 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 38639 members 
Mstep: Class 19 contains 248832 members 
Mstep: Class 20 contains 33422 members 
Mstep: Class 21 contains 12433 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 138126 members 
Mstep: Class 24 contains 2663 members 
Mstep: Class 25 contains 27098 members 
Mstep: Class 26 contains 13719 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 12876 members 
Mstep: Class 29 contains 13148 members 
Mstep: Class 30 contains 4371 members 
Mstep: Class 31 contains 2630 members 
Mstep: Class 32 contains 7064 members 
Mstep: Class 33 contains 171720 members 
Mstep: Class 34 contains 4850 members 
Mstep: Class 35 contains 61749 members 
Mstep: Class 36 contains 16974 members 
Mstep: Class 37 contains 5939 members 
Mstep: Class 38 contains 7163 members 
Mstep: Class 39 contains 19751 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6081 members 
Mstep: Class 42 contains 8285 members 
Mstep: Class 43 contains 11500 members 
Mstep: Class 44 contains 51895 members 
Mstep: Class 45 contains 3468 members 
Mstep: Class 46 contains 2477 members 
Mstep: Class 47 contains 3593 members 
Mstep: Class 48 contains 15050 members 
Mstep: Class 49 contains 2543 members 
Mstep: Class 50 contains 55021 members 
Mstep: Class 51 contains 33671 members 
Mstep: Class 52 contains 4830 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7587 members 
Mstep: Class 55 contains 18936 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5081 members 
Mstep: Class 58 contains 8309 members 
Mstep: Class 59 contains 6748 members 
Mstep: Class 60 contains 1708 members 
Mstep: Class 61 contains 5305 members 
Mstep: Class 62 contains 3431 members 
Mstep: Class 63 contains 28326 members 
Mstep: Class 64 contains 5923 members 
Mstep: Class 65 contains 11313 members 
Mstep: Class 66 contains 5735 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1835 members 
Mstep: Class 69 contains 16944 members 
Mstep: Class 70 contains 11390 members 
Mstep: Class 71 contains 3004 members 
Mstep: Class 72 contains 6368 members 
Mstep: Class 73 contains 134377 members 
Mstep: Class 74 contains 12269 members 
Mstep: Class 75 contains 11730 members 
Mstep: Class 76 contains 8375 members 
Mstep: Class 77 contains 5797 members 
Mstep: Class 78 contains 15638 members 
Mstep: Class 79 contains 23096 members 
Mstep: Class 80 contains 5723 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26734 members 
Mstep: Class 83 contains 4244 members 
Mstep: Class 84 contains 8341 members 
Mstep: Class 85 contains 25756 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 5924 members 
Mstep: Class 88 contains 7068 members 
Mstep: Class 89 contains 9158 members 
Mstep: Class 90 contains 4651 members 
Mstep: Class 91 contains 7400 members 
Mstep: Class 92 contains 3941 members 
Mstep: Class 93 contains 7294 members 
Mstep: Class 94 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212252336.000000 Penalty: 337750.406250
Iteration 146Q: 95 clusters Score -2.122523e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17313 members 
Mstep: Class 3 contains 110396 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 63765 members 
Mstep: Class 9 contains 19622 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 24568 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 62173 members 
Mstep: Class 16 contains 51572 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 38635 members 
Mstep: Class 19 contains 248834 members 
Mstep: Class 20 contains 33603 members 
Mstep: Class 21 contains 12434 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 138179 members 
Mstep: Class 24 contains 2661 members 
Mstep: Class 25 contains 26998 members 
Mstep: Class 26 contains 13715 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 12860 members 
Mstep: Class 29 contains 13143 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 171858 members 
Mstep: Class 34 contains 4865 members 
Mstep: Class 35 contains 61746 members 
Mstep: Class 36 contains 17073 members 
Mstep: Class 37 contains 5941 members 
Mstep: Class 38 contains 7145 members 
Mstep: Class 39 contains 19725 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6086 members 
Mstep: Class 42 contains 8332 members 
Mstep: Class 43 contains 11348 members 
Mstep: Class 44 contains 51902 members 
Mstep: Class 45 contains 3468 members 
Mstep: Class 46 contains 2476 members 
Mstep: Class 47 contains 3595 members 
Mstep: Class 48 contains 15049 members 
Mstep: Class 49 contains 2540 members 
Mstep: Class 50 contains 54692 members 
Mstep: Class 51 contains 33689 members 
Mstep: Class 52 contains 4866 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7595 members 
Mstep: Class 55 contains 18924 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5074 members 
Mstep: Class 58 contains 8272 members 
Mstep: Class 59 contains 6758 members 
Mstep: Class 60 contains 1710 members 
Mstep: Class 61 contains 5353 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 28278 members 
Mstep: Class 64 contains 5915 members 
Mstep: Class 65 contains 11315 members 
Mstep: Class 66 contains 5739 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 17420 members 
Mstep: Class 70 contains 11420 members 
Mstep: Class 71 contains 3014 members 
Mstep: Class 72 contains 6334 members 
Mstep: Class 73 contains 134330 members 
Mstep: Class 74 contains 12304 members 
Mstep: Class 75 contains 11732 members 
Mstep: Class 76 contains 8443 members 
Mstep: Class 77 contains 5816 members 
Mstep: Class 78 contains 15617 members 
Mstep: Class 79 contains 23175 members 
Mstep: Class 80 contains 5731 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26676 members 
Mstep: Class 83 contains 4252 members 
Mstep: Class 84 contains 8355 members 
Mstep: Class 85 contains 25818 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 6091 members 
Mstep: Class 88 contains 7102 members 
Mstep: Class 89 contains 9150 members 
Mstep: Class 90 contains 4672 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3920 members 
Mstep: Class 93 contains 7325 members 
Mstep: Class 94 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212252496.000000 Penalty: 337750.406250
Iteration 147Q: 95 clusters Score -2.122525e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 17305 members 
Mstep: Class 3 contains 110301 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 63338 members 
Mstep: Class 9 contains 19593 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 24563 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 1656 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 62016 members 
Mstep: Class 16 contains 51566 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 38637 members 
Mstep: Class 19 contains 248831 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 12439 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 138225 members 
Mstep: Class 24 contains 2657 members 
Mstep: Class 25 contains 26926 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 9457 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 13141 members 
Mstep: Class 30 contains 4369 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 172018 members 
Mstep: Class 34 contains 4874 members 
Mstep: Class 35 contains 61730 members 
Mstep: Class 36 contains 17172 members 
Mstep: Class 37 contains 5943 members 
Mstep: Class 38 contains 7117 members 
Mstep: Class 39 contains 19711 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6092 members 
Mstep: Class 42 contains 8376 members 
Mstep: Class 43 contains 11201 members 
Mstep: Class 44 contains 51895 members 
Mstep: Class 45 contains 3469 members 
Mstep: Class 46 contains 2483 members 
Mstep: Class 47 contains 3601 members 
Mstep: Class 48 contains 15059 members 
Mstep: Class 49 contains 2541 members 
Mstep: Class 50 contains 54342 members 
Mstep: Class 51 contains 33695 members 
Mstep: Class 52 contains 4898 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7596 members 
Mstep: Class 55 contains 18919 members 
Mstep: Class 56 contains 6443 members 
Mstep: Class 57 contains 5073 members 
Mstep: Class 58 contains 8228 members 
Mstep: Class 59 contains 6774 members 
Mstep: Class 60 contains 1711 members 
Mstep: Class 61 contains 5389 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 28236 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 11316 members 
Mstep: Class 66 contains 5746 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 17942 members 
Mstep: Class 70 contains 11453 members 
Mstep: Class 71 contains 3017 members 
Mstep: Class 72 contains 6296 members 
Mstep: Class 73 contains 134287 members 
Mstep: Class 74 contains 12341 members 
Mstep: Class 75 contains 11743 members 
Mstep: Class 76 contains 8520 members 
Mstep: Class 77 contains 5828 members 
Mstep: Class 78 contains 15600 members 
Mstep: Class 79 contains 23218 members 
Mstep: Class 80 contains 5749 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26607 members 
Mstep: Class 83 contains 4252 members 
Mstep: Class 84 contains 8358 members 
Mstep: Class 85 contains 25874 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 6260 members 
Mstep: Class 88 contains 7145 members 
Mstep: Class 89 contains 9135 members 
Mstep: Class 90 contains 4681 members 
Mstep: Class 91 contains 7382 members 
Mstep: Class 92 contains 3911 members 
Mstep: Class 93 contains 7352 members 
Mstep: Class 94 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212252960.000000 Penalty: 337750.406250
Iteration 148Q: 95 clusters Score -2.12253e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 17297 members 
Mstep: Class 3 contains 110210 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 62882 members 
Mstep: Class 9 contains 19561 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 61837 members 
Mstep: Class 16 contains 51556 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 38644 members 
Mstep: Class 19 contains 248808 members 
Mstep: Class 20 contains 33998 members 
Mstep: Class 21 contains 12447 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 138302 members 
Mstep: Class 24 contains 2653 members 
Mstep: Class 25 contains 26841 members 
Mstep: Class 26 contains 13720 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 12840 members 
Mstep: Class 29 contains 13134 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7064 members 
Mstep: Class 33 contains 172177 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 61724 members 
Mstep: Class 36 contains 17258 members 
Mstep: Class 37 contains 5946 members 
Mstep: Class 38 contains 7080 members 
Mstep: Class 39 contains 19696 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6101 members 
Mstep: Class 42 contains 8422 members 
Mstep: Class 43 contains 11078 members 
Mstep: Class 44 contains 51885 members 
Mstep: Class 45 contains 3469 members 
Mstep: Class 46 contains 2484 members 
Mstep: Class 47 contains 3603 members 
Mstep: Class 48 contains 15065 members 
Mstep: Class 49 contains 2541 members 
Mstep: Class 50 contains 53975 members 
Mstep: Class 51 contains 33715 members 
Mstep: Class 52 contains 4934 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 7603 members 
Mstep: Class 55 contains 18911 members 
Mstep: Class 56 contains 6436 members 
Mstep: Class 57 contains 5069 members 
Mstep: Class 58 contains 8178 members 
Mstep: Class 59 contains 6789 members 
Mstep: Class 60 contains 1714 members 
Mstep: Class 61 contains 5426 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 28198 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 11315 members 
Mstep: Class 66 contains 5748 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 18470 members 
Mstep: Class 70 contains 11488 members 
Mstep: Class 71 contains 3019 members 
Mstep: Class 72 contains 6276 members 
Mstep: Class 73 contains 134252 members 
Mstep: Class 74 contains 12389 members 
Mstep: Class 75 contains 11753 members 
Mstep: Class 76 contains 8623 members 
Mstep: Class 77 contains 5839 members 
Mstep: Class 78 contains 15583 members 
Mstep: Class 79 contains 23256 members 
Mstep: Class 80 contains 5779 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26506 members 
Mstep: Class 83 contains 4250 members 
Mstep: Class 84 contains 8368 members 
Mstep: Class 85 contains 25922 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 6425 members 
Mstep: Class 88 contains 7176 members 
Mstep: Class 89 contains 9108 members 
Mstep: Class 90 contains 4687 members 
Mstep: Class 91 contains 7372 members 
Mstep: Class 92 contains 3896 members 
Mstep: Class 93 contains 7382 members 
Mstep: Class 94 contains 4546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212254416.000000 Penalty: 337750.406250
Iteration 149Q: 95 clusters Score -2.122544e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 17285 members 
Mstep: Class 3 contains 110123 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 62430 members 
Mstep: Class 9 contains 19540 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 24572 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 61652 members 
Mstep: Class 16 contains 51554 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 38646 members 
Mstep: Class 19 contains 248795 members 
Mstep: Class 20 contains 34197 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 138376 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 26769 members 
Mstep: Class 26 contains 13720 members 
Mstep: Class 27 contains 9432 members 
Mstep: Class 28 contains 12843 members 
Mstep: Class 29 contains 13131 members 
Mstep: Class 30 contains 4369 members 
Mstep: Class 31 contains 2635 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 172281 members 
Mstep: Class 34 contains 4899 members 
Mstep: Class 35 contains 61713 members 
Mstep: Class 36 contains 17356 members 
Mstep: Class 37 contains 5952 members 
Mstep: Class 38 contains 7056 members 
Mstep: Class 39 contains 19687 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6106 members 
Mstep: Class 42 contains 8477 members 
Mstep: Class 43 contains 10959 members 
Mstep: Class 44 contains 51869 members 
Mstep: Class 45 contains 3469 members 
Mstep: Class 46 contains 2488 members 
Mstep: Class 47 contains 3605 members 
Mstep: Class 48 contains 15073 members 
Mstep: Class 49 contains 2545 members 
Mstep: Class 50 contains 53605 members 
Mstep: Class 51 contains 33722 members 
Mstep: Class 52 contains 4966 members 
Mstep: Class 53 contains 4639 members 
Mstep: Class 54 contains 7613 members 
Mstep: Class 55 contains 18902 members 
Mstep: Class 56 contains 6447 members 
Mstep: Class 57 contains 5061 members 
Mstep: Class 58 contains 8120 members 
Mstep: Class 59 contains 6801 members 
Mstep: Class 60 contains 1715 members 
Mstep: Class 61 contains 5460 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 28172 members 
Mstep: Class 64 contains 5893 members 
Mstep: Class 65 contains 11314 members 
Mstep: Class 66 contains 5759 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 19018 members 
Mstep: Class 70 contains 11517 members 
Mstep: Class 71 contains 3025 members 
Mstep: Class 72 contains 6250 members 
Mstep: Class 73 contains 134211 members 
Mstep: Class 74 contains 12443 members 
Mstep: Class 75 contains 11752 members 
Mstep: Class 76 contains 8733 members 
Mstep: Class 77 contains 5851 members 
Mstep: Class 78 contains 15570 members 
Mstep: Class 79 contains 23281 members 
Mstep: Class 80 contains 5806 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26420 members 
Mstep: Class 83 contains 4252 members 
Mstep: Class 84 contains 8367 members 
Mstep: Class 85 contains 25983 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 6584 members 
Mstep: Class 88 contains 7188 members 
Mstep: Class 89 contains 9069 members 
Mstep: Class 90 contains 4692 members 
Mstep: Class 91 contains 7357 members 
Mstep: Class 92 contains 3881 members 
Mstep: Class 93 contains 7424 members 
Mstep: Class 94 contains 4557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212254848.000000 Penalty: 337750.406250
Iteration 150Q: 95 clusters Score -2.122548e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 110050 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 62025 members 
Mstep: Class 9 contains 19498 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 11 contains 24577 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 61476 members 
Mstep: Class 16 contains 51553 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 38651 members 
Mstep: Class 19 contains 248791 members 
Mstep: Class 20 contains 34458 members 
Mstep: Class 21 contains 12453 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 138455 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 26705 members 
Mstep: Class 26 contains 13717 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 12841 members 
Mstep: Class 29 contains 13126 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 2636 members 
Mstep: Class 32 contains 7063 members 
Mstep: Class 33 contains 172368 members 
Mstep: Class 34 contains 4901 members 
Mstep: Class 35 contains 61704 members 
Mstep: Class 36 contains 17456 members 
Mstep: Class 37 contains 5956 members 
Mstep: Class 38 contains 7035 members 
Mstep: Class 39 contains 19683 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6111 members 
Mstep: Class 42 contains 8519 members 
Mstep: Class 43 contains 10871 members 
Mstep: Class 44 contains 51847 members 
Mstep: Class 45 contains 3470 members 
Mstep: Class 46 contains 2491 members 
Mstep: Class 47 contains 3604 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 2558 members 
Mstep: Class 50 contains 53182 members 
Mstep: Class 51 contains 33729 members 
Mstep: Class 52 contains 4996 members 
Mstep: Class 53 contains 4641 members 
Mstep: Class 54 contains 7627 members 
Mstep: Class 55 contains 18922 members 
Mstep: Class 56 contains 6451 members 
Mstep: Class 57 contains 5052 members 
Mstep: Class 58 contains 8045 members 
Mstep: Class 59 contains 6810 members 
Mstep: Class 60 contains 1715 members 
Mstep: Class 61 contains 5486 members 
Mstep: Class 62 contains 3426 members 
Mstep: Class 63 contains 28145 members 
Mstep: Class 64 contains 5891 members 
Mstep: Class 65 contains 11315 members 
Mstep: Class 66 contains 5760 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 19495 members 
Mstep: Class 70 contains 11558 members 
Mstep: Class 71 contains 3037 members 
Mstep: Class 72 contains 6223 members 
Mstep: Class 73 contains 134174 members 
Mstep: Class 74 contains 12503 members 
Mstep: Class 75 contains 11753 members 
Mstep: Class 76 contains 8864 members 
Mstep: Class 77 contains 5856 members 
Mstep: Class 78 contains 15546 members 
Mstep: Class 79 contains 23306 members 
Mstep: Class 80 contains 5816 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26339 members 
Mstep: Class 83 contains 4247 members 
Mstep: Class 84 contains 8362 members 
Mstep: Class 85 contains 26018 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 6726 members 
Mstep: Class 88 contains 7212 members 
Mstep: Class 89 contains 9026 members 
Mstep: Class 90 contains 4697 members 
Mstep: Class 91 contains 7348 members 
Mstep: Class 92 contains 3873 members 
Mstep: Class 93 contains 7466 members 
Mstep: Class 94 contains 4571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212255184.000000 Penalty: 337750.406250
Iteration 151Q: 95 clusters Score -2.122552e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17265 members 
Mstep: Class 3 contains 109966 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 61601 members 
Mstep: Class 9 contains 19462 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 24575 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 61297 members 
Mstep: Class 16 contains 51542 members 
Mstep: Class 17 contains 6711 members 
Mstep: Class 18 contains 38651 members 
Mstep: Class 19 contains 248763 members 
Mstep: Class 20 contains 34770 members 
Mstep: Class 21 contains 12457 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 138532 members 
Mstep: Class 24 contains 2646 members 
Mstep: Class 25 contains 26670 members 
Mstep: Class 26 contains 13720 members 
Mstep: Class 27 contains 9439 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 13120 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2640 members 
Mstep: Class 32 contains 7062 members 
Mstep: Class 33 contains 172456 members 
Mstep: Class 34 contains 4903 members 
Mstep: Class 35 contains 61699 members 
Mstep: Class 36 contains 17551 members 
Mstep: Class 37 contains 5964 members 
Mstep: Class 38 contains 7013 members 
Mstep: Class 39 contains 19679 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6114 members 
Mstep: Class 42 contains 8559 members 
Mstep: Class 43 contains 10795 members 
Mstep: Class 44 contains 51836 members 
Mstep: Class 45 contains 3469 members 
Mstep: Class 46 contains 2496 members 
Mstep: Class 47 contains 3607 members 
Mstep: Class 48 contains 15093 members 
Mstep: Class 49 contains 2568 members 
Mstep: Class 50 contains 52711 members 
Mstep: Class 51 contains 33734 members 
Mstep: Class 52 contains 5023 members 
Mstep: Class 53 contains 4640 members 
Mstep: Class 54 contains 7641 members 
Mstep: Class 55 contains 18929 members 
Mstep: Class 56 contains 6450 members 
Mstep: Class 57 contains 5044 members 
Mstep: Class 58 contains 7945 members 
Mstep: Class 59 contains 6820 members 
Mstep: Class 60 contains 1715 members 
Mstep: Class 61 contains 5509 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 28116 members 
Mstep: Class 64 contains 5886 members 
Mstep: Class 65 contains 11315 members 
Mstep: Class 66 contains 5762 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 20026 members 
Mstep: Class 70 contains 11593 members 
Mstep: Class 71 contains 3049 members 
Mstep: Class 72 contains 6198 members 
Mstep: Class 73 contains 134123 members 
Mstep: Class 74 contains 12564 members 
Mstep: Class 75 contains 11752 members 
Mstep: Class 76 contains 9019 members 
Mstep: Class 77 contains 5852 members 
Mstep: Class 78 contains 15525 members 
Mstep: Class 79 contains 23327 members 
Mstep: Class 80 contains 5829 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26268 members 
Mstep: Class 83 contains 4254 members 
Mstep: Class 84 contains 8375 members 
Mstep: Class 85 contains 26023 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 6848 members 
Mstep: Class 88 contains 7244 members 
Mstep: Class 89 contains 8993 members 
Mstep: Class 90 contains 4700 members 
Mstep: Class 91 contains 7347 members 
Mstep: Class 92 contains 3862 members 
Mstep: Class 93 contains 7504 members 
Mstep: Class 94 contains 4594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212255520.000000 Penalty: 337750.406250
Iteration 152Q: 95 clusters Score -2.122555e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 109887 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 61162 members 
Mstep: Class 9 contains 19437 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 24581 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 61118 members 
Mstep: Class 16 contains 51537 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 38654 members 
Mstep: Class 19 contains 248741 members 
Mstep: Class 20 contains 35122 members 
Mstep: Class 21 contains 12459 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 138604 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 26643 members 
Mstep: Class 26 contains 13726 members 
Mstep: Class 27 contains 9443 members 
Mstep: Class 28 contains 12820 members 
Mstep: Class 29 contains 13114 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2637 members 
Mstep: Class 32 contains 7059 members 
Mstep: Class 33 contains 172562 members 
Mstep: Class 34 contains 4908 members 
Mstep: Class 35 contains 61696 members 
Mstep: Class 36 contains 17646 members 
Mstep: Class 37 contains 5966 members 
Mstep: Class 38 contains 6997 members 
Mstep: Class 39 contains 19677 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6117 members 
Mstep: Class 42 contains 8603 members 
Mstep: Class 43 contains 10734 members 
Mstep: Class 44 contains 51826 members 
Mstep: Class 45 contains 3467 members 
Mstep: Class 46 contains 2498 members 
Mstep: Class 47 contains 3611 members 
Mstep: Class 48 contains 15106 members 
Mstep: Class 49 contains 2571 members 
Mstep: Class 50 contains 52181 members 
Mstep: Class 51 contains 33743 members 
Mstep: Class 52 contains 5047 members 
Mstep: Class 53 contains 4641 members 
Mstep: Class 54 contains 7650 members 
Mstep: Class 55 contains 18933 members 
Mstep: Class 56 contains 6455 members 
Mstep: Class 57 contains 5038 members 
Mstep: Class 58 contains 7819 members 
Mstep: Class 59 contains 6830 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5533 members 
Mstep: Class 62 contains 3439 members 
Mstep: Class 63 contains 28083 members 
Mstep: Class 64 contains 5883 members 
Mstep: Class 65 contains 11316 members 
Mstep: Class 66 contains 5766 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 20566 members 
Mstep: Class 70 contains 11626 members 
Mstep: Class 71 contains 3062 members 
Mstep: Class 72 contains 6189 members 
Mstep: Class 73 contains 134074 members 
Mstep: Class 74 contains 12614 members 
Mstep: Class 75 contains 11755 members 
Mstep: Class 76 contains 9197 members 
Mstep: Class 77 contains 5856 members 
Mstep: Class 78 contains 15501 members 
Mstep: Class 79 contains 23352 members 
Mstep: Class 80 contains 5842 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26185 members 
Mstep: Class 83 contains 4252 members 
Mstep: Class 84 contains 8366 members 
Mstep: Class 85 contains 26034 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 6956 members 
Mstep: Class 88 contains 7275 members 
Mstep: Class 89 contains 8947 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7339 members 
Mstep: Class 92 contains 3846 members 
Mstep: Class 93 contains 7541 members 
Mstep: Class 94 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212256272.000000 Penalty: 337750.406250
Iteration 153Q: 95 clusters Score -2.122563e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 17242 members 
Mstep: Class 3 contains 109834 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 60715 members 
Mstep: Class 9 contains 19398 members 
Mstep: Class 10 contains 5135 members 
Mstep: Class 11 contains 24584 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 60923 members 
Mstep: Class 16 contains 51526 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 38661 members 
Mstep: Class 19 contains 248726 members 
Mstep: Class 20 contains 35497 members 
Mstep: Class 21 contains 12461 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 138696 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 26607 members 
Mstep: Class 26 contains 13738 members 
Mstep: Class 27 contains 9454 members 
Mstep: Class 28 contains 12819 members 
Mstep: Class 29 contains 13107 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2633 members 
Mstep: Class 32 contains 7054 members 
Mstep: Class 33 contains 172705 members 
Mstep: Class 34 contains 4912 members 
Mstep: Class 35 contains 61692 members 
Mstep: Class 36 contains 17754 members 
Mstep: Class 37 contains 5968 members 
Mstep: Class 38 contains 6989 members 
Mstep: Class 39 contains 19674 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6118 members 
Mstep: Class 42 contains 8640 members 
Mstep: Class 43 contains 10671 members 
Mstep: Class 44 contains 51814 members 
Mstep: Class 45 contains 3466 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 3614 members 
Mstep: Class 48 contains 15115 members 
Mstep: Class 49 contains 2574 members 
Mstep: Class 50 contains 51575 members 
Mstep: Class 51 contains 33755 members 
Mstep: Class 52 contains 5067 members 
Mstep: Class 53 contains 4643 members 
Mstep: Class 54 contains 7656 members 
Mstep: Class 55 contains 18938 members 
Mstep: Class 56 contains 6463 members 
Mstep: Class 57 contains 5033 members 
Mstep: Class 58 contains 7640 members 
Mstep: Class 59 contains 6836 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5548 members 
Mstep: Class 62 contains 3448 members 
Mstep: Class 63 contains 28056 members 
Mstep: Class 64 contains 5876 members 
Mstep: Class 65 contains 11317 members 
Mstep: Class 66 contains 5778 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 21085 members 
Mstep: Class 70 contains 11665 members 
Mstep: Class 71 contains 3078 members 
Mstep: Class 72 contains 6167 members 
Mstep: Class 73 contains 134020 members 
Mstep: Class 74 contains 12660 members 
Mstep: Class 75 contains 11757 members 
Mstep: Class 76 contains 9447 members 
Mstep: Class 77 contains 5862 members 
Mstep: Class 78 contains 15493 members 
Mstep: Class 79 contains 23380 members 
Mstep: Class 80 contains 5850 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26105 members 
Mstep: Class 83 contains 4252 members 
Mstep: Class 84 contains 8368 members 
Mstep: Class 85 contains 26042 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7067 members 
Mstep: Class 88 contains 7312 members 
Mstep: Class 89 contains 8887 members 
Mstep: Class 90 contains 4719 members 
Mstep: Class 91 contains 7331 members 
Mstep: Class 92 contains 3841 members 
Mstep: Class 93 contains 7568 members 
Mstep: Class 94 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257008.000000 Penalty: 337750.406250
Iteration 154Q: 95 clusters Score -2.12257e+08 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 17231 members 
Mstep: Class 3 contains 109769 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 60309 members 
Mstep: Class 9 contains 19380 members 
Mstep: Class 10 contains 5129 members 
Mstep: Class 11 contains 24595 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 60760 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 38663 members 
Mstep: Class 19 contains 248704 members 
Mstep: Class 20 contains 35930 members 
Mstep: Class 21 contains 12466 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 138793 members 
Mstep: Class 24 contains 2644 members 
Mstep: Class 25 contains 26576 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 9477 members 
Mstep: Class 28 contains 12785 members 
Mstep: Class 29 contains 13096 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 2637 members 
Mstep: Class 32 contains 7051 members 
Mstep: Class 33 contains 172870 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 61673 members 
Mstep: Class 36 contains 17863 members 
Mstep: Class 37 contains 5971 members 
Mstep: Class 38 contains 6981 members 
Mstep: Class 39 contains 19671 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6120 members 
Mstep: Class 42 contains 8659 members 
Mstep: Class 43 contains 10602 members 
Mstep: Class 44 contains 51804 members 
Mstep: Class 45 contains 3466 members 
Mstep: Class 46 contains 2501 members 
Mstep: Class 47 contains 3617 members 
Mstep: Class 48 contains 15128 members 
Mstep: Class 49 contains 2577 members 
Mstep: Class 50 contains 50937 members 
Mstep: Class 51 contains 33760 members 
Mstep: Class 52 contains 5083 members 
Mstep: Class 53 contains 4644 members 
Mstep: Class 54 contains 7663 members 
Mstep: Class 55 contains 18948 members 
Mstep: Class 56 contains 6462 members 
Mstep: Class 57 contains 5033 members 
Mstep: Class 58 contains 7412 members 
Mstep: Class 59 contains 6842 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5562 members 
Mstep: Class 62 contains 3452 members 
Mstep: Class 63 contains 28028 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 11316 members 
Mstep: Class 66 contains 5785 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 21553 members 
Mstep: Class 70 contains 11707 members 
Mstep: Class 71 contains 3080 members 
Mstep: Class 72 contains 6162 members 
Mstep: Class 73 contains 133966 members 
Mstep: Class 74 contains 12698 members 
Mstep: Class 75 contains 11760 members 
Mstep: Class 76 contains 9745 members 
Mstep: Class 77 contains 5863 members 
Mstep: Class 78 contains 15478 members 
Mstep: Class 79 contains 23403 members 
Mstep: Class 80 contains 5865 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 26024 members 
Mstep: Class 83 contains 4251 members 
Mstep: Class 84 contains 8372 members 
Mstep: Class 85 contains 26072 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7143 members 
Mstep: Class 88 contains 7344 members 
Mstep: Class 89 contains 8821 members 
Mstep: Class 90 contains 4730 members 
Mstep: Class 91 contains 7320 members 
Mstep: Class 92 contains 3830 members 
Mstep: Class 93 contains 7604 members 
Mstep: Class 94 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258048.000000 Penalty: 337750.406250
Iteration 155Q: 95 clusters Score -2.12258e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17226 members 
Mstep: Class 3 contains 109703 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 59923 members 
Mstep: Class 9 contains 19344 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 24604 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 60577 members 
Mstep: Class 16 contains 51499 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 18 contains 38665 members 
Mstep: Class 19 contains 248682 members 
Mstep: Class 20 contains 36427 members 
Mstep: Class 21 contains 12469 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 138922 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26540 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 9500 members 
Mstep: Class 28 contains 12741 members 
Mstep: Class 29 contains 13091 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 2633 members 
Mstep: Class 32 contains 7051 members 
Mstep: Class 33 contains 173036 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 61662 members 
Mstep: Class 36 contains 17988 members 
Mstep: Class 37 contains 5974 members 
Mstep: Class 38 contains 6972 members 
Mstep: Class 39 contains 19670 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6122 members 
Mstep: Class 42 contains 8690 members 
Mstep: Class 43 contains 10535 members 
Mstep: Class 44 contains 51794 members 
Mstep: Class 45 contains 3464 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3624 members 
Mstep: Class 48 contains 15147 members 
Mstep: Class 49 contains 2584 members 
Mstep: Class 50 contains 50223 members 
Mstep: Class 51 contains 33762 members 
Mstep: Class 52 contains 5095 members 
Mstep: Class 53 contains 4644 members 
Mstep: Class 54 contains 7676 members 
Mstep: Class 55 contains 18947 members 
Mstep: Class 56 contains 6453 members 
Mstep: Class 57 contains 5027 members 
Mstep: Class 58 contains 7124 members 
Mstep: Class 59 contains 6849 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5579 members 
Mstep: Class 62 contains 3445 members 
Mstep: Class 63 contains 28005 members 
Mstep: Class 64 contains 5868 members 
Mstep: Class 65 contains 11316 members 
Mstep: Class 66 contains 5793 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 21973 members 
Mstep: Class 70 contains 11740 members 
Mstep: Class 71 contains 3079 members 
Mstep: Class 72 contains 6148 members 
Mstep: Class 73 contains 133899 members 
Mstep: Class 74 contains 12744 members 
Mstep: Class 75 contains 11761 members 
Mstep: Class 76 contains 10117 members 
Mstep: Class 77 contains 5872 members 
Mstep: Class 78 contains 15474 members 
Mstep: Class 79 contains 23424 members 
Mstep: Class 80 contains 5879 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25972 members 
Mstep: Class 83 contains 4252 members 
Mstep: Class 84 contains 8366 members 
Mstep: Class 85 contains 26110 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7215 members 
Mstep: Class 88 contains 7391 members 
Mstep: Class 89 contains 8737 members 
Mstep: Class 90 contains 4741 members 
Mstep: Class 91 contains 7315 members 
Mstep: Class 92 contains 3818 members 
Mstep: Class 93 contains 7645 members 
Mstep: Class 94 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259104.000000 Penalty: 337750.406250
Iteration 156Q: 95 clusters Score -2.122591e+08 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17211 members 
Mstep: Class 3 contains 109640 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 59526 members 
Mstep: Class 9 contains 19321 members 
Mstep: Class 10 contains 5118 members 
Mstep: Class 11 contains 24614 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 60412 members 
Mstep: Class 16 contains 51485 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 38667 members 
Mstep: Class 19 contains 248654 members 
Mstep: Class 20 contains 36950 members 
Mstep: Class 21 contains 12475 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 139094 members 
Mstep: Class 24 contains 2646 members 
Mstep: Class 25 contains 26500 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 9512 members 
Mstep: Class 28 contains 12699 members 
Mstep: Class 29 contains 13082 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7051 members 
Mstep: Class 33 contains 173182 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 61639 members 
Mstep: Class 36 contains 18132 members 
Mstep: Class 37 contains 5978 members 
Mstep: Class 38 contains 6970 members 
Mstep: Class 39 contains 19662 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6123 members 
Mstep: Class 42 contains 8725 members 
Mstep: Class 43 contains 10487 members 
Mstep: Class 44 contains 51773 members 
Mstep: Class 45 contains 3462 members 
Mstep: Class 46 contains 2508 members 
Mstep: Class 47 contains 3626 members 
Mstep: Class 48 contains 15168 members 
Mstep: Class 49 contains 2587 members 
Mstep: Class 50 contains 49429 members 
Mstep: Class 51 contains 33766 members 
Mstep: Class 52 contains 5101 members 
Mstep: Class 53 contains 4646 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18948 members 
Mstep: Class 56 contains 6465 members 
Mstep: Class 57 contains 5024 members 
Mstep: Class 58 contains 6812 members 
Mstep: Class 59 contains 6856 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5591 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 27987 members 
Mstep: Class 64 contains 5861 members 
Mstep: Class 65 contains 11315 members 
Mstep: Class 66 contains 5803 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1842 members 
Mstep: Class 69 contains 22381 members 
Mstep: Class 70 contains 11773 members 
Mstep: Class 71 contains 3087 members 
Mstep: Class 72 contains 6132 members 
Mstep: Class 73 contains 133848 members 
Mstep: Class 74 contains 12782 members 
Mstep: Class 75 contains 11768 members 
Mstep: Class 76 contains 10547 members 
Mstep: Class 77 contains 5885 members 
Mstep: Class 78 contains 15463 members 
Mstep: Class 79 contains 23452 members 
Mstep: Class 80 contains 5892 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25919 members 
Mstep: Class 83 contains 4251 members 
Mstep: Class 84 contains 8367 members 
Mstep: Class 85 contains 26171 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7277 members 
Mstep: Class 88 contains 7419 members 
Mstep: Class 89 contains 8630 members 
Mstep: Class 90 contains 4746 members 
Mstep: Class 91 contains 7312 members 
Mstep: Class 92 contains 3814 members 
Mstep: Class 93 contains 7686 members 
Mstep: Class 94 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260912.000000 Penalty: 337750.406250
Iteration 157Q: 95 clusters Score -2.122609e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17205 members 
Mstep: Class 3 contains 109591 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 59148 members 
Mstep: Class 9 contains 19313 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 24619 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 60275 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 6660 members 
Mstep: Class 18 contains 38665 members 
Mstep: Class 19 contains 248635 members 
Mstep: Class 20 contains 37534 members 
Mstep: Class 21 contains 12484 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 139271 members 
Mstep: Class 24 contains 2646 members 
Mstep: Class 25 contains 26466 members 
Mstep: Class 26 contains 13784 members 
Mstep: Class 27 contains 9515 members 
Mstep: Class 28 contains 12651 members 
Mstep: Class 29 contains 13070 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173291 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 61616 members 
Mstep: Class 36 contains 18279 members 
Mstep: Class 37 contains 5981 members 
Mstep: Class 38 contains 6968 members 
Mstep: Class 39 contains 19656 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6125 members 
Mstep: Class 42 contains 8754 members 
Mstep: Class 43 contains 10448 members 
Mstep: Class 44 contains 51767 members 
Mstep: Class 45 contains 3460 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3619 members 
Mstep: Class 48 contains 15182 members 
Mstep: Class 49 contains 2590 members 
Mstep: Class 50 contains 48608 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5105 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 7682 members 
Mstep: Class 55 contains 18941 members 
Mstep: Class 56 contains 6474 members 
Mstep: Class 57 contains 5022 members 
Mstep: Class 58 contains 6659 members 
Mstep: Class 59 contains 6861 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5603 members 
Mstep: Class 62 contains 3429 members 
Mstep: Class 63 contains 27973 members 
Mstep: Class 64 contains 5853 members 
Mstep: Class 65 contains 11313 members 
Mstep: Class 66 contains 5811 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 22773 members 
Mstep: Class 70 contains 11819 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 6113 members 
Mstep: Class 73 contains 133793 members 
Mstep: Class 74 contains 12818 members 
Mstep: Class 75 contains 11773 members 
Mstep: Class 76 contains 10831 members 
Mstep: Class 77 contains 5887 members 
Mstep: Class 78 contains 15448 members 
Mstep: Class 79 contains 23466 members 
Mstep: Class 80 contains 5899 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25894 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8370 members 
Mstep: Class 85 contains 26198 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7316 members 
Mstep: Class 88 contains 7459 members 
Mstep: Class 89 contains 8508 members 
Mstep: Class 90 contains 4753 members 
Mstep: Class 91 contains 7309 members 
Mstep: Class 92 contains 3811 members 
Mstep: Class 93 contains 7707 members 
Mstep: Class 94 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212262896.000000 Penalty: 337750.406250
Iteration 158Q: 95 clusters Score -2.122629e+08 nChanged 4131
Entering ConstructFrom: 
Score: -212262896.000000 Penalty: 337750.406250
Entering ConstructFrom: 
Trying to split cluster 1 (17490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Entering Unmasked Estep 
Score: -1984765.875000 Penalty: 2422.807373
	Iteration 0F: 2 clusters Score -1984766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1972275.750000 Penalty: 4845.614746
	Iteration 0F: 3 clusters Score -1972276 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1976747.750000 Penalty: 4845.614746
	Iteration 1F: 3 clusters Score -1976748 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1977396.000000 Penalty: 4845.614746
	Iteration 2F: 3 clusters Score -1977396 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1978129.000000 Penalty: 4845.614746
	Iteration 3F: 3 clusters Score -1978129 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1979045.875000 Penalty: 4845.614746
	Iteration 4F: 3 clusters Score -1979046 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1980111.250000 Penalty: 4845.614746
	Iteration 5F: 3 clusters Score -1980111 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1981199.625000 Penalty: 4845.614746
	Iteration 6F: 3 clusters Score -1981200 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1982195.125000 Penalty: 4845.614746
	Iteration 7F: 3 clusters Score -1982195 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1982947.500000 Penalty: 4845.614746
	Iteration 8Q: 3 clusters Score -1982948 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1983535.625000 Penalty: 4845.614746
	Iteration 9Q: 3 clusters Score -1983536 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1983841.125000 Penalty: 4845.614746
	Iteration 10Q: 3 clusters Score -1983841 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1983992.375000 Penalty: 4845.614746
	Iteration 11Q: 3 clusters Score -1983992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1984057.125000 Penalty: 4845.614746
	Iteration 12Q: 3 clusters Score -1984057 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1984097.875000 Penalty: 4845.614746
	Iteration 13Q: 3 clusters Score -1984098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1984134.250000 Penalty: 4845.614746
	Iteration 14Q: 3 clusters Score -1984134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1984156.625000 Penalty: 4845.614746
	Iteration 15Q: 3 clusters Score -1984157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1984172.000000 Penalty: 4845.614746
	Iteration 16Q: 3 clusters Score -1984172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1984178.625000 Penalty: 4845.614746
	Iteration 17Q: 3 clusters Score -1984179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1984182.125000 Penalty: 4845.614746
	Iteration 18Q: 3 clusters Score -1984182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1984189.250000 Penalty: 4845.614746
	Iteration 19Q: 3 clusters Score -1984189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1984193.625000 Penalty: 4845.614746
	Iteration 20F: 3 clusters Score -1984194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1984193.375000 Penalty: 4845.614746
	Iteration 21Q: 3 clusters Score -1984193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1984193.125000 Penalty: 4845.614746
	Iteration 22Q: 3 clusters Score -1984193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1984194.500000 Penalty: 4845.614746
	Iteration 23Q: 3 clusters Score -1984194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1984193.500000 Penalty: 4845.614746
	Iteration 24Q: 3 clusters Score -1984194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1984197.000000 Penalty: 4845.614746
	Iteration 25Q: 3 clusters Score -1984197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1984197.375000 Penalty: 4845.614746
	Iteration 26Q: 3 clusters Score -1984197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1984198.375000 Penalty: 4845.614746
	Iteration 27Q: 3 clusters Score -1984198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1984197.000000 Penalty: 4845.614746
	Iteration 28Q: 3 clusters Score -1984197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1984200.875000 Penalty: 4845.614746
	Iteration 29Q: 3 clusters Score -1984201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1984200.125000 Penalty: 4845.614746
	Iteration 30Q: 3 clusters Score -1984200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1984201.375000 Penalty: 4845.614746
	Iteration 31Q: 3 clusters Score -1984201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1984203.250000 Penalty: 4845.614746
	Iteration 32Q: 3 clusters Score -1984203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1984205.625000 Penalty: 4845.614746
	Iteration 33Q: 3 clusters Score -1984206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1984204.500000 Penalty: 4845.614746
	Iteration 34Q: 3 clusters Score -1984204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1984206.375000 Penalty: 4845.614746
	Iteration 35Q: 3 clusters Score -1984206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1984204.875000 Penalty: 4845.614746
	Iteration 36Q: 3 clusters Score -1984205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1984205.125000 Penalty: 4845.614746
	Iteration 37Q: 3 clusters Score -1984205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1984204.625000 Penalty: 4845.614746
	Iteration 38Q: 3 clusters Score -1984205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1984204.250000 Penalty: 4845.614746
	Iteration 39Q: 3 clusters Score -1984204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1984204.250000 Penalty: 4845.614746
	Iteration 40F: 3 clusters Score -1984204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Entering Unmasked Estep 
Score: -1976665.125000 Penalty: 2418.588623
	Iteration 0F: 2 clusters Score -1976665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1964406.375000 Penalty: 4837.177246
	Iteration 0F: 3 clusters Score -1964406 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1968379.000000 Penalty: 4837.177246
	Iteration 1F: 3 clusters Score -1968379 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1968895.000000 Penalty: 4837.177246
	Iteration 2F: 3 clusters Score -1968895 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1969481.000000 Penalty: 4837.177246
	Iteration 3F: 3 clusters Score -1969481 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1970161.375000 Penalty: 4837.177246
	Iteration 4F: 3 clusters Score -1970161 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1970980.875000 Penalty: 4837.177246
	Iteration 5F: 3 clusters Score -1970981 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1971776.000000 Penalty: 4837.177246
	Iteration 6F: 3 clusters Score -1971776 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1972423.000000 Penalty: 4837.177246
	Iteration 7F: 3 clusters Score -1972423 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1972870.500000 Penalty: 4837.177246
	Iteration 8F: 3 clusters Score -1972870 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1973169.750000 Penalty: 4837.177246
	Iteration 9Q: 3 clusters Score -1973170 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1973360.500000 Penalty: 4837.177246
	Iteration 10Q: 3 clusters Score -1973360 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1973506.125000 Penalty: 4837.177246
	Iteration 11Q: 3 clusters Score -1973506 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1973607.250000 Penalty: 4837.177246
	Iteration 12Q: 3 clusters Score -1973607 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1973692.375000 Penalty: 4837.177246
	Iteration 13Q: 3 clusters Score -1973692 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1973766.625000 Penalty: 4837.177246
	Iteration 14Q: 3 clusters Score -1973767 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1973823.375000 Penalty: 4837.177246
	Iteration 15Q: 3 clusters Score -1973823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1973874.875000 Penalty: 4837.177246
	Iteration 16Q: 3 clusters Score -1973875 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1973930.250000 Penalty: 4837.177246
	Iteration 17Q: 3 clusters Score -1973930 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1973979.250000 Penalty: 4837.177246
	Iteration 18Q: 3 clusters Score -1973979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1974031.500000 Penalty: 4837.177246
	Iteration 19Q: 3 clusters Score -1974032 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1974081.625000 Penalty: 4837.177246
	Iteration 20F: 3 clusters Score -1974082 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1974137.500000 Penalty: 4837.177246
	Iteration 21Q: 3 clusters Score -1974138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1974177.000000 Penalty: 4837.177246
	Iteration 22Q: 3 clusters Score -1974177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1974229.875000 Penalty: 4837.177246
	Iteration 23Q: 3 clusters Score -1974230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1974272.625000 Penalty: 4837.177246
	Iteration 24Q: 3 clusters Score -1974273 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1974325.500000 Penalty: 4837.177246
	Iteration 25Q: 3 clusters Score -1974326 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1974382.250000 Penalty: 4837.177246
	Iteration 26Q: 3 clusters Score -1974382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1974424.375000 Penalty: 4837.177246
	Iteration 27Q: 3 clusters Score -1974424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1974461.000000 Penalty: 4837.177246
	Iteration 28Q: 3 clusters Score -1974461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1974508.625000 Penalty: 4837.177246
	Iteration 29Q: 3 clusters Score -1974509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1974545.250000 Penalty: 4837.177246
	Iteration 30Q: 3 clusters Score -1974545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1974566.875000 Penalty: 4837.177246
	Iteration 31Q: 3 clusters Score -1974567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1974584.000000 Penalty: 4837.177246
	Iteration 32Q: 3 clusters Score -1974584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1974606.500000 Penalty: 4837.177246
	Iteration 33Q: 3 clusters Score -1974606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1974627.375000 Penalty: 4837.177246
	Iteration 34Q: 3 clusters Score -1974627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1974649.250000 Penalty: 4837.177246
	Iteration 35Q: 3 clusters Score -1974649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1974665.625000 Penalty: 4837.177246
	Iteration 36Q: 3 clusters Score -1974666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1974682.125000 Penalty: 4837.177246
	Iteration 37Q: 3 clusters Score -1974682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1974692.375000 Penalty: 4837.177246
	Iteration 38Q: 3 clusters Score -1974692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1974704.125000 Penalty: 4837.177246
	Iteration 39Q: 3 clusters Score -1974704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1974710.250000 Penalty: 4837.177246
	Iteration 40F: 3 clusters Score -1974710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1974713.500000 Penalty: 4837.177246
	Iteration 41Q: 3 clusters Score -1974714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1974720.375000 Penalty: 4837.177246
	Iteration 42Q: 3 clusters Score -1974720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1974725.375000 Penalty: 4837.177246
	Iteration 43Q: 3 clusters Score -1974725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1974728.500000 Penalty: 4837.177246
	Iteration 44Q: 3 clusters Score -1974728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1974733.375000 Penalty: 4837.177246
	Iteration 45Q: 3 clusters Score -1974733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1974735.375000 Penalty: 4837.177246
	Iteration 46Q: 3 clusters Score -1974735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1974735.000000 Penalty: 4837.177246
	Iteration 47Q: 3 clusters Score -1974735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1974733.625000 Penalty: 4837.177246
	Iteration 48Q: 3 clusters Score -1974734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1974735.500000 Penalty: 4837.177246
	Iteration 49Q: 3 clusters Score -1974736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1974734.375000 Penalty: 4837.177246
	Iteration 50Q: 3 clusters Score -1974734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1974737.875000 Penalty: 4837.177246
	Iteration 51Q: 3 clusters Score -1974738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1974736.625000 Penalty: 4837.177246
	Iteration 52Q: 3 clusters Score -1974737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1974739.375000 Penalty: 4837.177246
	Iteration 53Q: 3 clusters Score -1974739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1974742.000000 Penalty: 4837.177246
	Iteration 54Q: 3 clusters Score -1974742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1974742.125000 Penalty: 4837.177246
	Iteration 55Q: 3 clusters Score -1974742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1974746.000000 Penalty: 4837.177246
	Iteration 56Q: 3 clusters Score -1974746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1974743.875000 Penalty: 4837.177246
	Iteration 57Q: 3 clusters Score -1974744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1974746.375000 Penalty: 4837.177246
	Iteration 58Q: 3 clusters Score -1974746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1974746.375000 Penalty: 4837.177246
	Iteration 59F: 3 clusters Score -1974746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Entering Unmasked Estep 
Score: -12448886.000000 Penalty: 2877.796387
	Iteration 0F: 2 clusters Score -1.244889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -12375760.000000 Penalty: 5755.592773
	Iteration 0F: 3 clusters Score -1.237576e+07 nChanged 51913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -12406455.000000 Penalty: 5755.592773
	Iteration 1F: 3 clusters Score -1.240646e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -12408741.000000 Penalty: 5755.592773
	Iteration 2Q: 3 clusters Score -1.240874e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -12411817.000000 Penalty: 5755.592773
	Iteration 3F: 3 clusters Score -1.241182e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -12415609.000000 Penalty: 5755.592773
	Iteration 4F: 3 clusters Score -1.241561e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -12419745.000000 Penalty: 5755.592773
	Iteration 5F: 3 clusters Score -1.241974e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -12423880.000000 Penalty: 5755.592773
	Iteration 6F: 3 clusters Score -1.242388e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -12427439.000000 Penalty: 5755.592773
	Iteration 7F: 3 clusters Score -1.242744e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -12430055.000000 Penalty: 5755.592773
	Iteration 8F: 3 clusters Score -1.243006e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -12432044.000000 Penalty: 5755.592773
	Iteration 9Q: 3 clusters Score -1.243204e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -12433358.000000 Penalty: 5755.592773
	Iteration 10Q: 3 clusters Score -1.243336e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -12434496.000000 Penalty: 5755.592773
	Iteration 11Q: 3 clusters Score -1.24345e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -12435576.000000 Penalty: 5755.592773
	Iteration 12Q: 3 clusters Score -1.243558e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -12436673.000000 Penalty: 5755.592773
	Iteration 13Q: 3 clusters Score -1.243667e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -12437351.000000 Penalty: 5755.592773
	Iteration 14Q: 3 clusters Score -1.243735e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -12438032.000000 Penalty: 5755.592773
	Iteration 15Q: 3 clusters Score -1.243803e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -12438642.000000 Penalty: 5755.592773
	Iteration 16Q: 3 clusters Score -1.243864e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -12439277.000000 Penalty: 5755.592773
	Iteration 17Q: 3 clusters Score -1.243928e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -12439820.000000 Penalty: 5755.592773
	Iteration 18Q: 3 clusters Score -1.243982e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -12440495.000000 Penalty: 5755.592773
	Iteration 19Q: 3 clusters Score -1.24405e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -12441341.000000 Penalty: 5755.592773
	Iteration 20F: 3 clusters Score -1.244134e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -12442349.000000 Penalty: 5755.592773
	Iteration 21Q: 3 clusters Score -1.244235e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -12443366.000000 Penalty: 5755.592773
	Iteration 22Q: 3 clusters Score -1.244337e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -12444335.000000 Penalty: 5755.592773
	Iteration 23Q: 3 clusters Score -1.244434e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -12445215.000000 Penalty: 5755.592773
	Iteration 24Q: 3 clusters Score -1.244522e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -12446009.000000 Penalty: 5755.592773
	Iteration 25Q: 3 clusters Score -1.244601e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -12446646.000000 Penalty: 5755.592773
	Iteration 26Q: 3 clusters Score -1.244665e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -12447052.000000 Penalty: 5755.592773
	Iteration 27Q: 3 clusters Score -1.244705e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -12447361.000000 Penalty: 5755.592773
	Iteration 28Q: 3 clusters Score -1.244736e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -12447634.000000 Penalty: 5755.592773
	Iteration 29Q: 3 clusters Score -1.244763e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -12447985.000000 Penalty: 5755.592773
	Iteration 30Q: 3 clusters Score -1.244798e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -12448217.000000 Penalty: 5755.592773
	Iteration 31Q: 3 clusters Score -1.244822e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -12448470.000000 Penalty: 5755.592773
	Iteration 32Q: 3 clusters Score -1.244847e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -12448729.000000 Penalty: 5755.592773
	Iteration 33Q: 3 clusters Score -1.244873e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -12448966.000000 Penalty: 5755.592773
	Iteration 34Q: 3 clusters Score -1.244897e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -12449199.000000 Penalty: 5755.592773
	Iteration 35Q: 3 clusters Score -1.24492e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -12449417.000000 Penalty: 5755.592773
	Iteration 36Q: 3 clusters Score -1.244942e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -12449641.000000 Penalty: 5755.592773
	Iteration 37Q: 3 clusters Score -1.244964e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -12449789.000000 Penalty: 5755.592773
	Iteration 38Q: 3 clusters Score -1.244979e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -12449950.000000 Penalty: 5755.592773
	Iteration 39Q: 3 clusters Score -1.244995e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -12450055.000000 Penalty: 5755.592773
	Iteration 40F: 3 clusters Score -1.245006e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -12450172.000000 Penalty: 5755.592773
	Iteration 41Q: 3 clusters Score -1.245017e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -12450246.000000 Penalty: 5755.592773
	Iteration 42Q: 3 clusters Score -1.245025e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -12450335.000000 Penalty: 5755.592773
	Iteration 43Q: 3 clusters Score -1.245034e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -12450362.000000 Penalty: 5755.592773
	Iteration 44Q: 3 clusters Score -1.245036e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -12450418.000000 Penalty: 5755.592773
	Iteration 45Q: 3 clusters Score -1.245042e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -12450468.000000 Penalty: 5755.592773
	Iteration 46Q: 3 clusters Score -1.245047e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -12450497.000000 Penalty: 5755.592773
	Iteration 47Q: 3 clusters Score -1.24505e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -12450517.000000 Penalty: 5755.592773
	Iteration 48Q: 3 clusters Score -1.245052e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -12450513.000000 Penalty: 5755.592773
	Iteration 49Q: 3 clusters Score -1.245051e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -12450550.000000 Penalty: 5755.592773
	Iteration 50Q: 3 clusters Score -1.245055e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -12450583.000000 Penalty: 5755.592773
	Iteration 51Q: 3 clusters Score -1.245058e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -12450605.000000 Penalty: 5755.592773
	Iteration 52Q: 3 clusters Score -1.24506e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -12450609.000000 Penalty: 5755.592773
	Iteration 53Q: 3 clusters Score -1.245061e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -12450611.000000 Penalty: 5755.592773
	Iteration 54Q: 3 clusters Score -1.245061e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -12450635.000000 Penalty: 5755.592773
	Iteration 55Q: 3 clusters Score -1.245064e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -12450605.000000 Penalty: 5755.592773
	Iteration 56Q: 3 clusters Score -1.24506e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -12450620.000000 Penalty: 5755.592773
	Iteration 57Q: 3 clusters Score -1.245062e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -12450630.000000 Penalty: 5755.592773
	Iteration 58Q: 3 clusters Score -1.245063e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -12450669.000000 Penalty: 5755.592773
	Iteration 59Q: 3 clusters Score -1.245067e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -12450671.000000 Penalty: 5755.592773
	Iteration 60F: 3 clusters Score -1.245067e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -12450661.000000 Penalty: 5755.592773
	Iteration 61Q: 3 clusters Score -1.245066e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -12450664.000000 Penalty: 5755.592773
	Iteration 62Q: 3 clusters Score -1.245066e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12450669.000000 Penalty: 5755.592773
	Iteration 63Q: 3 clusters Score -1.245067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -12450662.000000 Penalty: 5755.592773
	Iteration 64Q: 3 clusters Score -1.245066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -12450640.000000 Penalty: 5755.592773
	Iteration 65Q: 3 clusters Score -1.245064e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -12450642.000000 Penalty: 5755.592773
	Iteration 66Q: 3 clusters Score -1.245064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -12450678.000000 Penalty: 5755.592773
	Iteration 67Q: 3 clusters Score -1.245068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -12450653.000000 Penalty: 5755.592773
	Iteration 68Q: 3 clusters Score -1.245065e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -12450676.000000 Penalty: 5755.592773
	Iteration 69Q: 3 clusters Score -1.245068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -12450676.000000 Penalty: 5755.592773
	Iteration 70Q: 3 clusters Score -1.245068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -12450702.000000 Penalty: 5755.592773
	Iteration 71Q: 3 clusters Score -1.24507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -12450692.000000 Penalty: 5755.592773
	Iteration 72Q: 3 clusters Score -1.245069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -12450673.000000 Penalty: 5755.592773
	Iteration 73Q: 3 clusters Score -1.245067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -12450662.000000 Penalty: 5755.592773
	Iteration 74Q: 3 clusters Score -1.245066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -12450679.000000 Penalty: 5755.592773
	Iteration 75Q: 3 clusters Score -1.245068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -12450674.000000 Penalty: 5755.592773
	Iteration 76Q: 3 clusters Score -1.245067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12450680.000000 Penalty: 5755.592773
	Iteration 77Q: 3 clusters Score -1.245068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -12450685.000000 Penalty: 5755.592773
	Iteration 78Q: 3 clusters Score -1.245068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -12450688.000000 Penalty: 5755.592773
	Iteration 79Q: 3 clusters Score -1.245069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -12450690.000000 Penalty: 5755.592773
	Iteration 80F: 3 clusters Score -1.245069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 6961 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 96359 members 
Entering Unmasked Estep 
Score: -212262784.000000 Penalty: 341343.500000
Splitting cluster 3 changes total score from -212262896.000000 to -212262784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -452335.968750 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -452336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -448433.812500 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -448433.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -449307.250000 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -449307.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -449475.718750 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -449475.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -449596.250000 Penalty: 4120.254883
	Iteration 3Q: 3 clusters Score -449596.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -449678.218750 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -449678.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -449737.781250 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -449737.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -449783.156250 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -449783.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -449823.218750 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -449823.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -449873.093750 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -449873.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -449917.312500 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -449917.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -449953.437500 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -449953.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -449990.281250 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -449990.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -450013.312500 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -450013.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -450037.312500 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -450037.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -450066.000000 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -450066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -450105.562500 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -450105.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -450148.000000 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -450148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -450189.656250 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -450189.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -450237.000000 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -450237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -450286.875000 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -450286.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -450333.156250 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -450333.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -450378.656250 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -450378.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -450413.218750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -450413.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -450445.000000 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -450445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -450469.937500 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -450469.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -450493.687500 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -450493.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -450508.437500 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -450508.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -450521.500000 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -450521.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -450534.781250 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -450534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -450543.781250 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -450543.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -450551.750000 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -450551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -450553.718750 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -450553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -450555.250000 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -450555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -450557.468750 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -450557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -450558.718750 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -450558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -450560.937500 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -450560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -450562.218750 Penalty: 4120.254883
	Iteration 36Q: 3 clusters Score -450562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -450561.718750 Penalty: 4120.254883
	Iteration 37Q: 3 clusters Score -450561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -450561.718750 Penalty: 4120.254883
	Iteration 38F: 3 clusters Score -450561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -626162.750000 Penalty: 2156.527100
	Iteration 0F: 2 clusters Score -626162.8 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 2973 members 
Entering Unmasked Estep 
Score: -621049.750000 Penalty: 4313.054199
	Iteration 0F: 3 clusters Score -621049.8 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -622497.500000 Penalty: 4313.054199
	Iteration 1F: 3 clusters Score -622497.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -622842.500000 Penalty: 4313.054199
	Iteration 2F: 3 clusters Score -622842.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -623089.250000 Penalty: 4313.054199
	Iteration 3F: 3 clusters Score -623089.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -623271.687500 Penalty: 4313.054199
	Iteration 4F: 3 clusters Score -623271.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -623435.062500 Penalty: 4313.054199
	Iteration 5Q: 3 clusters Score -623435.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -623603.937500 Penalty: 4313.054199
	Iteration 6Q: 3 clusters Score -623603.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -623770.937500 Penalty: 4313.054199
	Iteration 7Q: 3 clusters Score -623770.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -623917.687500 Penalty: 4313.054199
	Iteration 8Q: 3 clusters Score -623917.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -624040.625000 Penalty: 4313.054199
	Iteration 9Q: 3 clusters Score -624040.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -624142.187500 Penalty: 4313.054199
	Iteration 10Q: 3 clusters Score -624142.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -624251.375000 Penalty: 4313.054199
	Iteration 11Q: 3 clusters Score -624251.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -624350.812500 Penalty: 4313.054199
	Iteration 12Q: 3 clusters Score -624350.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -624437.625000 Penalty: 4313.054199
	Iteration 13Q: 3 clusters Score -624437.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -624505.562500 Penalty: 4313.054199
	Iteration 14Q: 3 clusters Score -624505.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -624552.437500 Penalty: 4313.054199
	Iteration 15Q: 3 clusters Score -624552.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -624597.750000 Penalty: 4313.054199
	Iteration 16Q: 3 clusters Score -624597.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -624625.625000 Penalty: 4313.054199
	Iteration 17Q: 3 clusters Score -624625.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -624640.625000 Penalty: 4313.054199
	Iteration 18Q: 3 clusters Score -624640.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -624651.937500 Penalty: 4313.054199
	Iteration 19Q: 3 clusters Score -624651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -624661.937500 Penalty: 4313.054199
	Iteration 20F: 3 clusters Score -624661.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -624668.250000 Penalty: 4313.054199
	Iteration 21Q: 3 clusters Score -624668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -624670.625000 Penalty: 4313.054199
	Iteration 22Q: 3 clusters Score -624670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -624676.375000 Penalty: 4313.054199
	Iteration 23Q: 3 clusters Score -624676.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -624680.187500 Penalty: 4313.054199
	Iteration 24Q: 3 clusters Score -624680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -624683.375000 Penalty: 4313.054199
	Iteration 25Q: 3 clusters Score -624683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -624685.125000 Penalty: 4313.054199
	Iteration 26Q: 3 clusters Score -624685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -624687.375000 Penalty: 4313.054199
	Iteration 27Q: 3 clusters Score -624687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -624687.937500 Penalty: 4313.054199
	Iteration 28Q: 3 clusters Score -624687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -624689.875000 Penalty: 4313.054199
	Iteration 29Q: 3 clusters Score -624689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -624691.312500 Penalty: 4313.054199
	Iteration 30Q: 3 clusters Score -624691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -624692.000000 Penalty: 4313.054199
	Iteration 31Q: 3 clusters Score -624692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -624694.125000 Penalty: 4313.054199
	Iteration 32Q: 3 clusters Score -624694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -624696.812500 Penalty: 4313.054199
	Iteration 33Q: 3 clusters Score -624696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -624697.625000 Penalty: 4313.054199
	Iteration 34Q: 3 clusters Score -624697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -624698.375000 Penalty: 4313.054199
	Iteration 35Q: 3 clusters Score -624698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -624699.312500 Penalty: 4313.054199
	Iteration 36Q: 3 clusters Score -624699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -624701.250000 Penalty: 4313.054199
	Iteration 37Q: 3 clusters Score -624701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -624705.000000 Penalty: 4313.054199
	Iteration 38Q: 3 clusters Score -624705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -624707.250000 Penalty: 4313.054199
	Iteration 39Q: 3 clusters Score -624707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -624714.000000 Penalty: 4313.054199
	Iteration 40F: 3 clusters Score -624714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -624719.000000 Penalty: 4313.054199
	Iteration 41Q: 3 clusters Score -624719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -624723.375000 Penalty: 4313.054199
	Iteration 42Q: 3 clusters Score -624723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -624729.250000 Penalty: 4313.054199
	Iteration 43Q: 3 clusters Score -624729.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -624731.500000 Penalty: 4313.054199
	Iteration 44Q: 3 clusters Score -624731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -624734.250000 Penalty: 4313.054199
	Iteration 45Q: 3 clusters Score -624734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -624736.437500 Penalty: 4313.054199
	Iteration 46Q: 3 clusters Score -624736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -624736.937500 Penalty: 4313.054199
	Iteration 47Q: 3 clusters Score -624736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -624738.125000 Penalty: 4313.054199
	Iteration 48Q: 3 clusters Score -624738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -624738.125000 Penalty: 4313.054199
	Iteration 49F: 3 clusters Score -624738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -89516.609375 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -89516.61 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 401 members 
Entering Unmasked Estep 
Score: -87769.054688 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -87769.05 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88204.101562 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -88204.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88447.640625 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -88447.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88601.898438 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -88601.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88782.843750 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -88782.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88856.218750 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -88856.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88898.515625 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -88898.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88939.664062 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -88939.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88988.351562 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -88988.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89065.367188 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -89065.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -89086.351562 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -89086.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89100.234375 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -89100.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89113.304688 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -89113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89120.125000 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -89120.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89124.250000 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -89124.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89128.664062 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -89128.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -89137.242188 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -89137.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -89159.664062 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -89159.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -89166.625000 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -89166.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89169.507812 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -89169.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89174.773438 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -89174.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89178.960938 Penalty: 3339.176514
	Iteration 21Q: 3 clusters Score -89178.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89182.679688 Penalty: 3339.176514
	Iteration 22Q: 3 clusters Score -89182.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89182.679688 Penalty: 3339.176514
	Iteration 23F: 3 clusters Score -89182.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -596557.812500 Penalty: 2129.645020
	Iteration 0F: 2 clusters Score -596557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -591789.062500 Penalty: 4259.290039
	Iteration 0F: 3 clusters Score -591789.1 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -592959.187500 Penalty: 4259.290039
	Iteration 1F: 3 clusters Score -592959.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -593230.437500 Penalty: 4259.290039
	Iteration 2F: 3 clusters Score -593230.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -593469.062500 Penalty: 4259.290039
	Iteration 3F: 3 clusters Score -593469.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -593653.062500 Penalty: 4259.290039
	Iteration 4F: 3 clusters Score -593653.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -593806.062500 Penalty: 4259.290039
	Iteration 5Q: 3 clusters Score -593806.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -593922.750000 Penalty: 4259.290039
	Iteration 6Q: 3 clusters Score -593922.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -594002.750000 Penalty: 4259.290039
	Iteration 7Q: 3 clusters Score -594002.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -594068.062500 Penalty: 4259.290039
	Iteration 8Q: 3 clusters Score -594068.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -594116.687500 Penalty: 4259.290039
	Iteration 9Q: 3 clusters Score -594116.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -594153.437500 Penalty: 4259.290039
	Iteration 10Q: 3 clusters Score -594153.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -594200.625000 Penalty: 4259.290039
	Iteration 11Q: 3 clusters Score -594200.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -594238.937500 Penalty: 4259.290039
	Iteration 12Q: 3 clusters Score -594238.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -594268.250000 Penalty: 4259.290039
	Iteration 13Q: 3 clusters Score -594268.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -594301.312500 Penalty: 4259.290039
	Iteration 14Q: 3 clusters Score -594301.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -594337.875000 Penalty: 4259.290039
	Iteration 15Q: 3 clusters Score -594337.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -594368.312500 Penalty: 4259.290039
	Iteration 16Q: 3 clusters Score -594368.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -594391.500000 Penalty: 4259.290039
	Iteration 17Q: 3 clusters Score -594391.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -594404.812500 Penalty: 4259.290039
	Iteration 18Q: 3 clusters Score -594404.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -594415.125000 Penalty: 4259.290039
	Iteration 19Q: 3 clusters Score -594415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -594421.562500 Penalty: 4259.290039
	Iteration 20F: 3 clusters Score -594421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -594425.187500 Penalty: 4259.290039
	Iteration 21Q: 3 clusters Score -594425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -594430.125000 Penalty: 4259.290039
	Iteration 22Q: 3 clusters Score -594430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -594432.562500 Penalty: 4259.290039
	Iteration 23Q: 3 clusters Score -594432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -594435.750000 Penalty: 4259.290039
	Iteration 24Q: 3 clusters Score -594435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -594437.062500 Penalty: 4259.290039
	Iteration 25Q: 3 clusters Score -594437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -594438.125000 Penalty: 4259.290039
	Iteration 26Q: 3 clusters Score -594438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -594439.250000 Penalty: 4259.290039
	Iteration 27Q: 3 clusters Score -594439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -594439.625000 Penalty: 4259.290039
	Iteration 28Q: 3 clusters Score -594439.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -594441.812500 Penalty: 4259.290039
	Iteration 29Q: 3 clusters Score -594441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -594444.250000 Penalty: 4259.290039
	Iteration 30Q: 3 clusters Score -594444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -594447.125000 Penalty: 4259.290039
	Iteration 31Q: 3 clusters Score -594447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -594447.687500 Penalty: 4259.290039
	Iteration 32Q: 3 clusters Score -594447.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -594451.500000 Penalty: 4259.290039
	Iteration 33Q: 3 clusters Score -594451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -594452.437500 Penalty: 4259.290039
	Iteration 34Q: 3 clusters Score -594452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -594454.937500 Penalty: 4259.290039
	Iteration 35Q: 3 clusters Score -594454.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -594458.437500 Penalty: 4259.290039
	Iteration 36Q: 3 clusters Score -594458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -594458.062500 Penalty: 4259.290039
	Iteration 37Q: 3 clusters Score -594458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -594459.500000 Penalty: 4259.290039
	Iteration 38Q: 3 clusters Score -594459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -594460.500000 Penalty: 4259.290039
	Iteration 39Q: 3 clusters Score -594460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -594461.937500 Penalty: 4259.290039
	Iteration 40F: 3 clusters Score -594461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -594462.562500 Penalty: 4259.290039
	Iteration 41Q: 3 clusters Score -594462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -594463.312500 Penalty: 4259.290039
	Iteration 42Q: 3 clusters Score -594463.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -594464.687500 Penalty: 4259.290039
	Iteration 43Q: 3 clusters Score -594464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -594467.625000 Penalty: 4259.290039
	Iteration 44Q: 3 clusters Score -594467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -594469.125000 Penalty: 4259.290039
	Iteration 45Q: 3 clusters Score -594469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -594472.937500 Penalty: 4259.290039
	Iteration 46Q: 3 clusters Score -594472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -594475.000000 Penalty: 4259.290039
	Iteration 47Q: 3 clusters Score -594475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -594475.875000 Penalty: 4259.290039
	Iteration 48Q: 3 clusters Score -594475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -594475.000000 Penalty: 4259.290039
	Iteration 49Q: 3 clusters Score -594475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -594477.562500 Penalty: 4259.290039
	Iteration 50Q: 3 clusters Score -594477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -594477.625000 Penalty: 4259.290039
	Iteration 51Q: 3 clusters Score -594477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -594481.312500 Penalty: 4259.290039
	Iteration 52Q: 3 clusters Score -594481.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -594485.125000 Penalty: 4259.290039
	Iteration 53Q: 3 clusters Score -594485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -594488.937500 Penalty: 4259.290039
	Iteration 54Q: 3 clusters Score -594488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -594490.125000 Penalty: 4259.290039
	Iteration 55Q: 3 clusters Score -594490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -594492.312500 Penalty: 4259.290039
	Iteration 56Q: 3 clusters Score -594492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -594492.875000 Penalty: 4259.290039
	Iteration 57Q: 3 clusters Score -594492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -594492.937500 Penalty: 4259.290039
	Iteration 58Q: 3 clusters Score -594492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -594493.875000 Penalty: 4259.290039
	Iteration 59Q: 3 clusters Score -594493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -594494.062500 Penalty: 4259.290039
	Iteration 60F: 3 clusters Score -594494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Entering Unmasked Estep 
Score: -6678533.000000 Penalty: 2723.333496
	Iteration 0F: 2 clusters Score -6678533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6639052.000000 Penalty: 5446.666992
	Iteration 0F: 3 clusters Score -6639052 nChanged 27280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -6654488.500000 Penalty: 5446.666992
	Iteration 1F: 3 clusters Score -6654488 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6655597.000000 Penalty: 5446.666992
	Iteration 2Q: 3 clusters Score -6655597 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -6656939.500000 Penalty: 5446.666992
	Iteration 3Q: 3 clusters Score -6656940 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6658542.500000 Penalty: 5446.666992
	Iteration 4F: 3 clusters Score -6658542 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -6660633.000000 Penalty: 5446.666992
	Iteration 5F: 3 clusters Score -6660633 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -6662900.500000 Penalty: 5446.666992
	Iteration 6F: 3 clusters Score -6662900 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -6665255.500000 Penalty: 5446.666992
	Iteration 7F: 3 clusters Score -6665256 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6667187.500000 Penalty: 5446.666992
	Iteration 8F: 3 clusters Score -6667188 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6668831.500000 Penalty: 5446.666992
	Iteration 9Q: 3 clusters Score -6668832 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -6670137.000000 Penalty: 5446.666992
	Iteration 10Q: 3 clusters Score -6670137 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -6671307.000000 Penalty: 5446.666992
	Iteration 11Q: 3 clusters Score -6671307 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -6672388.000000 Penalty: 5446.666992
	Iteration 12Q: 3 clusters Score -6672388 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -6673345.500000 Penalty: 5446.666992
	Iteration 13Q: 3 clusters Score -6673346 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -6674172.000000 Penalty: 5446.666992
	Iteration 14Q: 3 clusters Score -6674172 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -6674891.000000 Penalty: 5446.666992
	Iteration 15Q: 3 clusters Score -6674891 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -6675377.500000 Penalty: 5446.666992
	Iteration 16Q: 3 clusters Score -6675378 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -6675753.500000 Penalty: 5446.666992
	Iteration 17Q: 3 clusters Score -6675754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -6676033.000000 Penalty: 5446.666992
	Iteration 18Q: 3 clusters Score -6676033 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -6676188.000000 Penalty: 5446.666992
	Iteration 19Q: 3 clusters Score -6676188 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -6676278.000000 Penalty: 5446.666992
	Iteration 20F: 3 clusters Score -6676278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -6676341.000000 Penalty: 5446.666992
	Iteration 21Q: 3 clusters Score -6676341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -6676416.500000 Penalty: 5446.666992
	Iteration 22Q: 3 clusters Score -6676416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -6676466.500000 Penalty: 5446.666992
	Iteration 23Q: 3 clusters Score -6676466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -6676494.000000 Penalty: 5446.666992
	Iteration 24Q: 3 clusters Score -6676494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -6676506.500000 Penalty: 5446.666992
	Iteration 25Q: 3 clusters Score -6676506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6676537.000000 Penalty: 5446.666992
	Iteration 26Q: 3 clusters Score -6676537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -6676554.000000 Penalty: 5446.666992
	Iteration 27Q: 3 clusters Score -6676554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -6676566.000000 Penalty: 5446.666992
	Iteration 28Q: 3 clusters Score -6676566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -6676564.000000 Penalty: 5446.666992
	Iteration 29Q: 3 clusters Score -6676564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -6676587.000000 Penalty: 5446.666992
	Iteration 30Q: 3 clusters Score -6676587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -6676600.000000 Penalty: 5446.666992
	Iteration 31Q: 3 clusters Score -6676600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -6676603.500000 Penalty: 5446.666992
	Iteration 32Q: 3 clusters Score -6676604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -6676623.000000 Penalty: 5446.666992
	Iteration 33Q: 3 clusters Score -6676623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -6676622.500000 Penalty: 5446.666992
	Iteration 34Q: 3 clusters Score -6676622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -6676634.000000 Penalty: 5446.666992
	Iteration 35Q: 3 clusters Score -6676634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -6676629.000000 Penalty: 5446.666992
	Iteration 36Q: 3 clusters Score -6676629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -6676638.500000 Penalty: 5446.666992
	Iteration 37Q: 3 clusters Score -6676638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6676635.000000 Penalty: 5446.666992
	Iteration 38Q: 3 clusters Score -6676635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -6676637.500000 Penalty: 5446.666992
	Iteration 39Q: 3 clusters Score -6676638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -6676634.500000 Penalty: 5446.666992
	Iteration 40F: 3 clusters Score -6676634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Entering Unmasked Estep 
Score: -2003644.500000 Penalty: 2447.370605
	Iteration 0F: 2 clusters Score -2003644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1989976.125000 Penalty: 4894.741211
	Iteration 0F: 3 clusters Score -1989976 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1994964.875000 Penalty: 4894.741211
	Iteration 1F: 3 clusters Score -1994965 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1995793.000000 Penalty: 4894.741211
	Iteration 2F: 3 clusters Score -1995793 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1996556.875000 Penalty: 4894.741211
	Iteration 3F: 3 clusters Score -1996557 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1997240.625000 Penalty: 4894.741211
	Iteration 4F: 3 clusters Score -1997241 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1997834.625000 Penalty: 4894.741211
	Iteration 5F: 3 clusters Score -1997835 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1998296.375000 Penalty: 4894.741211
	Iteration 6Q: 3 clusters Score -1998296 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1998669.750000 Penalty: 4894.741211
	Iteration 7Q: 3 clusters Score -1998670 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1999002.500000 Penalty: 4894.741211
	Iteration 8Q: 3 clusters Score -1999002 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1999280.625000 Penalty: 4894.741211
	Iteration 9Q: 3 clusters Score -1999281 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1999526.625000 Penalty: 4894.741211
	Iteration 10Q: 3 clusters Score -1999527 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1999758.250000 Penalty: 4894.741211
	Iteration 11Q: 3 clusters Score -1999758 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1999991.000000 Penalty: 4894.741211
	Iteration 12Q: 3 clusters Score -1999991 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2000216.375000 Penalty: 4894.741211
	Iteration 13Q: 3 clusters Score -2000216 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2000444.125000 Penalty: 4894.741211
	Iteration 14Q: 3 clusters Score -2000444 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2000681.375000 Penalty: 4894.741211
	Iteration 15Q: 3 clusters Score -2000681 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2000887.500000 Penalty: 4894.741211
	Iteration 16Q: 3 clusters Score -2000888 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2001053.500000 Penalty: 4894.741211
	Iteration 17Q: 3 clusters Score -2001054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2001210.375000 Penalty: 4894.741211
	Iteration 18Q: 3 clusters Score -2001210 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2001348.375000 Penalty: 4894.741211
	Iteration 19Q: 3 clusters Score -2001348 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2001461.000000 Penalty: 4894.741211
	Iteration 20F: 3 clusters Score -2001461 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2001559.875000 Penalty: 4894.741211
	Iteration 21Q: 3 clusters Score -2001560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2001659.875000 Penalty: 4894.741211
	Iteration 22Q: 3 clusters Score -2001660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2001743.125000 Penalty: 4894.741211
	Iteration 23Q: 3 clusters Score -2001743 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2001817.250000 Penalty: 4894.741211
	Iteration 24Q: 3 clusters Score -2001817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2001902.500000 Penalty: 4894.741211
	Iteration 25Q: 3 clusters Score -2001902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2001975.125000 Penalty: 4894.741211
	Iteration 26Q: 3 clusters Score -2001975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2002033.000000 Penalty: 4894.741211
	Iteration 27Q: 3 clusters Score -2002033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2002087.625000 Penalty: 4894.741211
	Iteration 28Q: 3 clusters Score -2002088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2002120.625000 Penalty: 4894.741211
	Iteration 29Q: 3 clusters Score -2002121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2002164.500000 Penalty: 4894.741211
	Iteration 30Q: 3 clusters Score -2002164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2002203.750000 Penalty: 4894.741211
	Iteration 31Q: 3 clusters Score -2002204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2002226.250000 Penalty: 4894.741211
	Iteration 32Q: 3 clusters Score -2002226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2002259.375000 Penalty: 4894.741211
	Iteration 33Q: 3 clusters Score -2002259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2002290.000000 Penalty: 4894.741211
	Iteration 34Q: 3 clusters Score -2002290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2002327.250000 Penalty: 4894.741211
	Iteration 35Q: 3 clusters Score -2002327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2002349.875000 Penalty: 4894.741211
	Iteration 36Q: 3 clusters Score -2002350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2002376.250000 Penalty: 4894.741211
	Iteration 37Q: 3 clusters Score -2002376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2002408.750000 Penalty: 4894.741211
	Iteration 38Q: 3 clusters Score -2002409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2002424.375000 Penalty: 4894.741211
	Iteration 39Q: 3 clusters Score -2002424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2002435.000000 Penalty: 4894.741211
	Iteration 40F: 3 clusters Score -2002435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2002444.375000 Penalty: 4894.741211
	Iteration 41Q: 3 clusters Score -2002444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2002451.750000 Penalty: 4894.741211
	Iteration 42Q: 3 clusters Score -2002452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2002463.250000 Penalty: 4894.741211
	Iteration 43Q: 3 clusters Score -2002463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2002467.125000 Penalty: 4894.741211
	Iteration 44Q: 3 clusters Score -2002467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2002474.500000 Penalty: 4894.741211
	Iteration 45Q: 3 clusters Score -2002474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2002476.250000 Penalty: 4894.741211
	Iteration 46Q: 3 clusters Score -2002476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2002479.250000 Penalty: 4894.741211
	Iteration 47Q: 3 clusters Score -2002479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2002478.375000 Penalty: 4894.741211
	Iteration 48Q: 3 clusters Score -2002478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2002478.375000 Penalty: 4894.741211
	Iteration 49F: 3 clusters Score -2002478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -574930.937500 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -574930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -570370.437500 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -570370.4 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -571432.687500 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -571432.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -571662.687500 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -571662.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -571838.062500 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -571838.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -571979.062500 Penalty: 4234.835938
	Iteration 4Q: 3 clusters Score -571979.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -572118.562500 Penalty: 4234.835938
	Iteration 5Q: 3 clusters Score -572118.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -572229.750000 Penalty: 4234.835938
	Iteration 6Q: 3 clusters Score -572229.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -572329.000000 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -572329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -572438.875000 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -572438.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -572544.062500 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -572544.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -572667.187500 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -572667.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -572818.125000 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -572818.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -572975.375000 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -572975.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -573160.312500 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -573160.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -573326.000000 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -573326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -573427.625000 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -573427.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -573503.000000 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -573503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -573554.312500 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -573554.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -573590.312500 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -573590.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -573620.375000 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -573620.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -573637.062500 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -573637.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -573651.750000 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -573651.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -573670.062500 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -573670.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -573682.625000 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -573682.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -573692.187500 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -573692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -573702.375000 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -573702.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -573716.187500 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -573716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -573723.062500 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -573723.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -573732.000000 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -573732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -573735.062500 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -573735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -573737.250000 Penalty: 4234.835938
	Iteration 30Q: 3 clusters Score -573737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -573741.375000 Penalty: 4234.835938
	Iteration 31Q: 3 clusters Score -573741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -573741.812500 Penalty: 4234.835938
	Iteration 32Q: 3 clusters Score -573741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -573741.437500 Penalty: 4234.835938
	Iteration 33Q: 3 clusters Score -573741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -573741.437500 Penalty: 4234.835938
	Iteration 34F: 3 clusters Score -573741.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Entering Unmasked Estep 
Score: -2812215.000000 Penalty: 2507.646240
	Iteration 0F: 2 clusters Score -2812215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2795026.500000 Penalty: 5015.292480
	Iteration 0F: 3 clusters Score -2795026 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2801186.250000 Penalty: 5015.292480
	Iteration 1F: 3 clusters Score -2801186 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2801852.500000 Penalty: 5015.292480
	Iteration 2F: 3 clusters Score -2801852 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2802661.750000 Penalty: 5015.292480
	Iteration 3F: 3 clusters Score -2802662 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2803722.750000 Penalty: 5015.292480
	Iteration 4F: 3 clusters Score -2803723 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2804912.500000 Penalty: 5015.292480
	Iteration 5F: 3 clusters Score -2804912 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2806020.000000 Penalty: 5015.292480
	Iteration 6F: 3 clusters Score -2806020 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2806917.750000 Penalty: 5015.292480
	Iteration 7F: 3 clusters Score -2806918 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2807674.500000 Penalty: 5015.292480
	Iteration 8Q: 3 clusters Score -2807674 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2808236.250000 Penalty: 5015.292480
	Iteration 9Q: 3 clusters Score -2808236 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2808676.750000 Penalty: 5015.292480
	Iteration 10Q: 3 clusters Score -2808677 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2809024.000000 Penalty: 5015.292480
	Iteration 11Q: 3 clusters Score -2809024 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2809278.750000 Penalty: 5015.292480
	Iteration 12Q: 3 clusters Score -2809279 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2809462.500000 Penalty: 5015.292480
	Iteration 13Q: 3 clusters Score -2809462 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2809585.750000 Penalty: 5015.292480
	Iteration 14Q: 3 clusters Score -2809586 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2809670.500000 Penalty: 5015.292480
	Iteration 15Q: 3 clusters Score -2809670 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2809742.750000 Penalty: 5015.292480
	Iteration 16Q: 3 clusters Score -2809743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2809774.000000 Penalty: 5015.292480
	Iteration 17Q: 3 clusters Score -2809774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2809818.250000 Penalty: 5015.292480
	Iteration 18Q: 3 clusters Score -2809818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2809844.250000 Penalty: 5015.292480
	Iteration 19Q: 3 clusters Score -2809844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2809870.750000 Penalty: 5015.292480
	Iteration 20F: 3 clusters Score -2809871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2809891.250000 Penalty: 5015.292480
	Iteration 21Q: 3 clusters Score -2809891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2809898.250000 Penalty: 5015.292480
	Iteration 22Q: 3 clusters Score -2809898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2809919.000000 Penalty: 5015.292480
	Iteration 23Q: 3 clusters Score -2809919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2809925.250000 Penalty: 5015.292480
	Iteration 24Q: 3 clusters Score -2809925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2809940.750000 Penalty: 5015.292480
	Iteration 25Q: 3 clusters Score -2809941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2809949.000000 Penalty: 5015.292480
	Iteration 26Q: 3 clusters Score -2809949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2809967.250000 Penalty: 5015.292480
	Iteration 27Q: 3 clusters Score -2809967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2809975.500000 Penalty: 5015.292480
	Iteration 28Q: 3 clusters Score -2809976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2809988.250000 Penalty: 5015.292480
	Iteration 29Q: 3 clusters Score -2809988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2809998.500000 Penalty: 5015.292480
	Iteration 30Q: 3 clusters Score -2809998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2810008.000000 Penalty: 5015.292480
	Iteration 31Q: 3 clusters Score -2810008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2810016.000000 Penalty: 5015.292480
	Iteration 32Q: 3 clusters Score -2810016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2810017.750000 Penalty: 5015.292480
	Iteration 33Q: 3 clusters Score -2810018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2810027.750000 Penalty: 5015.292480
	Iteration 34Q: 3 clusters Score -2810028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2810029.750000 Penalty: 5015.292480
	Iteration 35Q: 3 clusters Score -2810030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2810036.250000 Penalty: 5015.292480
	Iteration 36Q: 3 clusters Score -2810036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2810044.500000 Penalty: 5015.292480
	Iteration 37Q: 3 clusters Score -2810044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2810045.250000 Penalty: 5015.292480
	Iteration 38Q: 3 clusters Score -2810045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2810047.000000 Penalty: 5015.292480
	Iteration 39Q: 3 clusters Score -2810047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2810046.500000 Penalty: 5015.292480
	Iteration 40F: 3 clusters Score -2810046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2810046.750000 Penalty: 5015.292480
	Iteration 41Q: 3 clusters Score -2810047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2810048.000000 Penalty: 5015.292480
	Iteration 42Q: 3 clusters Score -2810048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2810047.750000 Penalty: 5015.292480
	Iteration 43Q: 3 clusters Score -2810048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2810058.250000 Penalty: 5015.292480
	Iteration 44Q: 3 clusters Score -2810058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2810068.000000 Penalty: 5015.292480
	Iteration 45Q: 3 clusters Score -2810068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2810076.000000 Penalty: 5015.292480
	Iteration 46Q: 3 clusters Score -2810076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2810079.500000 Penalty: 5015.292480
	Iteration 47Q: 3 clusters Score -2810080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2810088.000000 Penalty: 5015.292480
	Iteration 48Q: 3 clusters Score -2810088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2810098.250000 Penalty: 5015.292480
	Iteration 49Q: 3 clusters Score -2810098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2810103.000000 Penalty: 5015.292480
	Iteration 50Q: 3 clusters Score -2810103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2810108.250000 Penalty: 5015.292480
	Iteration 51Q: 3 clusters Score -2810108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2810111.250000 Penalty: 5015.292480
	Iteration 52Q: 3 clusters Score -2810111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2810112.500000 Penalty: 5015.292480
	Iteration 53Q: 3 clusters Score -2810112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2810118.000000 Penalty: 5015.292480
	Iteration 54Q: 3 clusters Score -2810118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2810125.750000 Penalty: 5015.292480
	Iteration 55Q: 3 clusters Score -2810126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2810126.750000 Penalty: 5015.292480
	Iteration 56Q: 3 clusters Score -2810127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2810131.750000 Penalty: 5015.292480
	Iteration 57Q: 3 clusters Score -2810132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2810135.500000 Penalty: 5015.292480
	Iteration 58Q: 3 clusters Score -2810136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2810139.500000 Penalty: 5015.292480
	Iteration 59Q: 3 clusters Score -2810140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2810148.500000 Penalty: 5015.292480
	Iteration 60F: 3 clusters Score -2810148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2810158.000000 Penalty: 5015.292480
	Iteration 61Q: 3 clusters Score -2810158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2810165.750000 Penalty: 5015.292480
	Iteration 62Q: 3 clusters Score -2810166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2810165.750000 Penalty: 5015.292480
	Iteration 63Q: 3 clusters Score -2810166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2810170.500000 Penalty: 5015.292480
	Iteration 64Q: 3 clusters Score -2810170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2810171.000000 Penalty: 5015.292480
	Iteration 65Q: 3 clusters Score -2810171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2810171.000000 Penalty: 5015.292480
	Iteration 66Q: 3 clusters Score -2810171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2810175.750000 Penalty: 5015.292480
	Iteration 67Q: 3 clusters Score -2810176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2810173.500000 Penalty: 5015.292480
	Iteration 68Q: 3 clusters Score -2810174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2810177.500000 Penalty: 5015.292480
	Iteration 69Q: 3 clusters Score -2810178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2810175.750000 Penalty: 5015.292480
	Iteration 70Q: 3 clusters Score -2810176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2810179.000000 Penalty: 5015.292480
	Iteration 71Q: 3 clusters Score -2810179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2810189.500000 Penalty: 5015.292480
	Iteration 72Q: 3 clusters Score -2810190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2810195.000000 Penalty: 5015.292480
	Iteration 73Q: 3 clusters Score -2810195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2810193.750000 Penalty: 5015.292480
	Iteration 74Q: 3 clusters Score -2810194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2810201.000000 Penalty: 5015.292480
	Iteration 75Q: 3 clusters Score -2810201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2810204.000000 Penalty: 5015.292480
	Iteration 76Q: 3 clusters Score -2810204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2810209.750000 Penalty: 5015.292480
	Iteration 77Q: 3 clusters Score -2810210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2810206.250000 Penalty: 5015.292480
	Iteration 78Q: 3 clusters Score -2810206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2810208.000000 Penalty: 5015.292480
	Iteration 79Q: 3 clusters Score -2810208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2810215.250000 Penalty: 5015.292480
	Iteration 80F: 3 clusters Score -2810215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2810212.000000 Penalty: 5015.292480
	Iteration 81Q: 3 clusters Score -2810212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2810210.500000 Penalty: 5015.292480
	Iteration 82Q: 3 clusters Score -2810210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2810215.250000 Penalty: 5015.292480
	Iteration 83Q: 3 clusters Score -2810215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2810217.750000 Penalty: 5015.292480
	Iteration 84Q: 3 clusters Score -2810218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2810223.500000 Penalty: 5015.292480
	Iteration 85Q: 3 clusters Score -2810224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2810222.250000 Penalty: 5015.292480
	Iteration 86Q: 3 clusters Score -2810222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2810223.000000 Penalty: 5015.292480
	Iteration 87Q: 3 clusters Score -2810223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2810223.500000 Penalty: 5015.292480
	Iteration 88Q: 3 clusters Score -2810224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2810223.750000 Penalty: 5015.292480
	Iteration 89Q: 3 clusters Score -2810224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2810231.750000 Penalty: 5015.292480
	Iteration 90Q: 3 clusters Score -2810232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2810230.000000 Penalty: 5015.292480
	Iteration 91Q: 3 clusters Score -2810230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2810228.000000 Penalty: 5015.292480
	Iteration 92Q: 3 clusters Score -2810228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2810232.250000 Penalty: 5015.292480
	Iteration 93Q: 3 clusters Score -2810232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2810232.500000 Penalty: 5015.292480
	Iteration 94Q: 3 clusters Score -2810232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2810235.000000 Penalty: 5015.292480
	Iteration 95Q: 3 clusters Score -2810235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2810239.750000 Penalty: 5015.292480
	Iteration 96Q: 3 clusters Score -2810240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2810246.250000 Penalty: 5015.292480
	Iteration 97Q: 3 clusters Score -2810246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2810249.750000 Penalty: 5015.292480
	Iteration 98Q: 3 clusters Score -2810250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2810246.000000 Penalty: 5015.292480
	Iteration 99Q: 3 clusters Score -2810246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2810245.500000 Penalty: 5015.292480
	Iteration 100F: 3 clusters Score -2810246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2810255.750000 Penalty: 5015.292480
	Iteration 101Q: 3 clusters Score -2810256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2810258.250000 Penalty: 5015.292480
	Iteration 102Q: 3 clusters Score -2810258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2810257.750000 Penalty: 5015.292480
	Iteration 103Q: 3 clusters Score -2810258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2810256.500000 Penalty: 5015.292480
	Iteration 104Q: 3 clusters Score -2810256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2810260.750000 Penalty: 5015.292480
	Iteration 105Q: 3 clusters Score -2810261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2810261.750000 Penalty: 5015.292480
	Iteration 106Q: 3 clusters Score -2810262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2810269.750000 Penalty: 5015.292480
	Iteration 107Q: 3 clusters Score -2810270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2810277.000000 Penalty: 5015.292480
	Iteration 108Q: 3 clusters Score -2810277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2810289.000000 Penalty: 5015.292480
	Iteration 109Q: 3 clusters Score -2810289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2810309.500000 Penalty: 5015.292480
	Iteration 110Q: 3 clusters Score -2810310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2810339.500000 Penalty: 5015.292480
	Iteration 111Q: 3 clusters Score -2810340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2810355.250000 Penalty: 5015.292480
	Iteration 112Q: 3 clusters Score -2810355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2810388.000000 Penalty: 5015.292480
	Iteration 113Q: 3 clusters Score -2810388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2810432.000000 Penalty: 5015.292480
	Iteration 114Q: 3 clusters Score -2810432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2810460.750000 Penalty: 5015.292480
	Iteration 115Q: 3 clusters Score -2810461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2810479.250000 Penalty: 5015.292480
	Iteration 116Q: 3 clusters Score -2810479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2810495.000000 Penalty: 5015.292480
	Iteration 117Q: 3 clusters Score -2810495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2810497.750000 Penalty: 5015.292480
	Iteration 118Q: 3 clusters Score -2810498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2810503.500000 Penalty: 5015.292480
	Iteration 119Q: 3 clusters Score -2810504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2810510.250000 Penalty: 5015.292480
	Iteration 120F: 3 clusters Score -2810510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2810520.250000 Penalty: 5015.292480
	Iteration 121Q: 3 clusters Score -2810520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2810531.750000 Penalty: 5015.292480
	Iteration 122Q: 3 clusters Score -2810532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2810533.500000 Penalty: 5015.292480
	Iteration 123Q: 3 clusters Score -2810534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2810542.250000 Penalty: 5015.292480
	Iteration 124Q: 3 clusters Score -2810542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2810541.500000 Penalty: 5015.292480
	Iteration 125Q: 3 clusters Score -2810542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2810544.500000 Penalty: 5015.292480
	Iteration 126Q: 3 clusters Score -2810544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2810554.000000 Penalty: 5015.292480
	Iteration 127Q: 3 clusters Score -2810554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2810561.250000 Penalty: 5015.292480
	Iteration 128Q: 3 clusters Score -2810561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2810566.000000 Penalty: 5015.292480
	Iteration 129Q: 3 clusters Score -2810566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2810578.500000 Penalty: 5015.292480
	Iteration 130Q: 3 clusters Score -2810578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2810578.250000 Penalty: 5015.292480
	Iteration 131Q: 3 clusters Score -2810578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2810584.500000 Penalty: 5015.292480
	Iteration 132Q: 3 clusters Score -2810584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2810593.750000 Penalty: 5015.292480
	Iteration 133Q: 3 clusters Score -2810594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2810590.750000 Penalty: 5015.292480
	Iteration 134Q: 3 clusters Score -2810591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2810599.250000 Penalty: 5015.292480
	Iteration 135Q: 3 clusters Score -2810599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2810600.500000 Penalty: 5015.292480
	Iteration 136Q: 3 clusters Score -2810600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2810608.500000 Penalty: 5015.292480
	Iteration 137Q: 3 clusters Score -2810608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2810613.750000 Penalty: 5015.292480
	Iteration 138Q: 3 clusters Score -2810614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2810627.500000 Penalty: 5015.292480
	Iteration 139Q: 3 clusters Score -2810628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2810627.250000 Penalty: 5015.292480
	Iteration 140F: 3 clusters Score -2810627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2810633.750000 Penalty: 5015.292480
	Iteration 141Q: 3 clusters Score -2810634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2810632.000000 Penalty: 5015.292480
	Iteration 142Q: 3 clusters Score -2810632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2810634.000000 Penalty: 5015.292480
	Iteration 143Q: 3 clusters Score -2810634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2810640.250000 Penalty: 5015.292480
	Iteration 144Q: 3 clusters Score -2810640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2810640.000000 Penalty: 5015.292480
	Iteration 145Q: 3 clusters Score -2810640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2810640.000000 Penalty: 5015.292480
	Iteration 146Q: 3 clusters Score -2810640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2810648.750000 Penalty: 5015.292480
	Iteration 147Q: 3 clusters Score -2810649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2810650.250000 Penalty: 5015.292480
	Iteration 148Q: 3 clusters Score -2810650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2810652.000000 Penalty: 5015.292480
	Iteration 149Q: 3 clusters Score -2810652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2810654.750000 Penalty: 5015.292480
	Iteration 150Q: 3 clusters Score -2810655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2810656.000000 Penalty: 5015.292480
	Iteration 151Q: 3 clusters Score -2810656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2810658.500000 Penalty: 5015.292480
	Iteration 152Q: 3 clusters Score -2810658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2810667.500000 Penalty: 5015.292480
	Iteration 153Q: 3 clusters Score -2810668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2810664.250000 Penalty: 5015.292480
	Iteration 154Q: 3 clusters Score -2810664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2810667.250000 Penalty: 5015.292480
	Iteration 155Q: 3 clusters Score -2810667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2810663.750000 Penalty: 5015.292480
	Iteration 156Q: 3 clusters Score -2810664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2810663.000000 Penalty: 5015.292480
	Iteration 157Q: 3 clusters Score -2810663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2810670.250000 Penalty: 5015.292480
	Iteration 158Q: 3 clusters Score -2810670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2810665.750000 Penalty: 5015.292480
	Iteration 159Q: 3 clusters Score -2810666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2810666.500000 Penalty: 5015.292480
	Iteration 160F: 3 clusters Score -2810666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2810670.500000 Penalty: 5015.292480
	Iteration 161Q: 3 clusters Score -2810670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2810671.500000 Penalty: 5015.292480
	Iteration 162Q: 3 clusters Score -2810672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2810673.500000 Penalty: 5015.292480
	Iteration 163Q: 3 clusters Score -2810674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2810673.500000 Penalty: 5015.292480
	Iteration 164F: 3 clusters Score -2810674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -840237.937500 Penalty: 2222.673096
	Iteration 0F: 2 clusters Score -840237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -833977.312500 Penalty: 4445.346191
	Iteration 0F: 3 clusters Score -833977.3 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -835943.250000 Penalty: 4445.346191
	Iteration 1F: 3 clusters Score -835943.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -836578.875000 Penalty: 4445.346191
	Iteration 2F: 3 clusters Score -836578.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -837148.250000 Penalty: 4445.346191
	Iteration 3F: 3 clusters Score -837148.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -837601.937500 Penalty: 4445.346191
	Iteration 4F: 3 clusters Score -837601.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -837957.125000 Penalty: 4445.346191
	Iteration 5F: 3 clusters Score -837957.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -838198.875000 Penalty: 4445.346191
	Iteration 6Q: 3 clusters Score -838198.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -838396.500000 Penalty: 4445.346191
	Iteration 7Q: 3 clusters Score -838396.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -838525.375000 Penalty: 4445.346191
	Iteration 8Q: 3 clusters Score -838525.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -838602.625000 Penalty: 4445.346191
	Iteration 9Q: 3 clusters Score -838602.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -838661.312500 Penalty: 4445.346191
	Iteration 10Q: 3 clusters Score -838661.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -838714.875000 Penalty: 4445.346191
	Iteration 11Q: 3 clusters Score -838714.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -838756.000000 Penalty: 4445.346191
	Iteration 12Q: 3 clusters Score -838756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -838803.750000 Penalty: 4445.346191
	Iteration 13Q: 3 clusters Score -838803.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -838852.375000 Penalty: 4445.346191
	Iteration 14Q: 3 clusters Score -838852.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -838897.562500 Penalty: 4445.346191
	Iteration 15Q: 3 clusters Score -838897.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -838942.375000 Penalty: 4445.346191
	Iteration 16Q: 3 clusters Score -838942.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -839007.562500 Penalty: 4445.346191
	Iteration 17Q: 3 clusters Score -839007.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -839097.562500 Penalty: 4445.346191
	Iteration 18Q: 3 clusters Score -839097.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -839192.437500 Penalty: 4445.346191
	Iteration 19Q: 3 clusters Score -839192.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -839276.187500 Penalty: 4445.346191
	Iteration 20F: 3 clusters Score -839276.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -839375.125000 Penalty: 4445.346191
	Iteration 21Q: 3 clusters Score -839375.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -839489.500000 Penalty: 4445.346191
	Iteration 22Q: 3 clusters Score -839489.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -839624.312500 Penalty: 4445.346191
	Iteration 23Q: 3 clusters Score -839624.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -839758.312500 Penalty: 4445.346191
	Iteration 24Q: 3 clusters Score -839758.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -839903.250000 Penalty: 4445.346191
	Iteration 25Q: 3 clusters Score -839903.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -840090.312500 Penalty: 4445.346191
	Iteration 26Q: 3 clusters Score -840090.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -840341.750000 Penalty: 4445.346191
	Iteration 27Q: 3 clusters Score -840341.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -840767.312500 Penalty: 4445.346191
	Iteration 28Q: 3 clusters Score -840767.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -841348.750000 Penalty: 4445.346191
	Iteration 29Q: 3 clusters Score -841348.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -841951.562500 Penalty: 4445.346191
	Iteration 30Q: 3 clusters Score -841951.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -842412.750000 Penalty: 4445.346191
	Iteration 31Q: 3 clusters Score -842412.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -842869.500000 Penalty: 4445.346191
	Iteration 32Q: 3 clusters Score -842869.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -843218.562500 Penalty: 4445.346191
	Iteration 33Q: 3 clusters Score -843218.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -843376.875000 Penalty: 4445.346191
	Iteration 34Q: 3 clusters Score -843376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -843391.562500 Penalty: 4445.346191
	Iteration 35Q: 3 clusters Score -843391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -843392.375000 Penalty: 4445.346191
	Iteration 36Q: 3 clusters Score -843392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -843393.750000 Penalty: 4445.346191
	Iteration 37Q: 3 clusters Score -843393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -843395.312500 Penalty: 4445.346191
	Iteration 38F: 3 clusters Score -843395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -843395.000000 Penalty: 4445.346191
	Iteration 39Q: 3 clusters Score -843395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -843395.000000 Penalty: 4445.346191
	Iteration 40F: 3 clusters Score -843395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 6961 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Entering Unmasked Estep 
Score: -212265904.000000 Penalty: 341343.500000
Splitting cluster 12 changes total score from -212262896.000000 to -212265904.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 13 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -136258.265625 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -136258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133957.937500 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -133957.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -134696.312500 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -134696.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135035.593750 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -135035.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -135257.625000 Penalty: 3681.200684
	Iteration 3F: 3 clusters Score -135257.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135381.953125 Penalty: 3681.200684
	Iteration 4Q: 3 clusters Score -135382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -135476.609375 Penalty: 3681.200684
	Iteration 5Q: 3 clusters Score -135476.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135519.671875 Penalty: 3681.200684
	Iteration 6Q: 3 clusters Score -135519.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135547.812500 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -135547.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135565.562500 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -135565.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135585.734375 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -135585.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135599.218750 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -135599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -135607.406250 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -135607.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135614.218750 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -135614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135618.593750 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -135618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135624.421875 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -135624.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -135632.531250 Penalty: 3681.200684
	Iteration 15Q: 3 clusters Score -135632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -135636.906250 Penalty: 3681.200684
	Iteration 16Q: 3 clusters Score -135636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135639.796875 Penalty: 3681.200684
	Iteration 17Q: 3 clusters Score -135639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135640.906250 Penalty: 3681.200684
	Iteration 18Q: 3 clusters Score -135640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135640.906250 Penalty: 3681.200684
	Iteration 19F: 3 clusters Score -135640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -434708.000000 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -434708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -430422.156250 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -430422.2 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -431701.593750 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -431701.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -432335.468750 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -432335.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -432878.812500 Penalty: 4184.892578
	Iteration 3F: 3 clusters Score -432878.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -433272.000000 Penalty: 4184.892578
	Iteration 4F: 3 clusters Score -433272 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -433514.687500 Penalty: 4184.892578
	Iteration 5F: 3 clusters Score -433514.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -433675.593750 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -433675.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -433783.218750 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -433783.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -433834.031250 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -433834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -433860.625000 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -433860.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -433882.593750 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -433882.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -433898.968750 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -433899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -433912.406250 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -433912.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -433924.812500 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -433924.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -433935.500000 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -433935.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -433950.406250 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -433950.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -433960.906250 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -433960.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -433975.781250 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -433975.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -433992.750000 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -433992.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -434011.531250 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -434011.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -434030.906250 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -434030.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -434047.468750 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -434047.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -434060.218750 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -434060.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -434070.531250 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -434070.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -434077.093750 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -434077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -434079.125000 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -434079.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -434081.781250 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -434081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -434083.750000 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -434083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -434085.500000 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -434085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -434086.437500 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -434086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -434089.093750 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -434089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -434094.093750 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -434094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -434099.218750 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -434099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -434102.468750 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -434102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -434104.750000 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -434104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -434104.687500 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -434104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -434106.625000 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -434106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -434108.187500 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -434108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -434111.062500 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -434111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -434112.500000 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -434112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -434112.281250 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -434112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Entering Unmasked Estep 
Score: -6924229.000000 Penalty: 2729.065674
	Iteration 0F: 2 clusters Score -6924229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -6883914.500000 Penalty: 5458.131348
	Iteration 0F: 3 clusters Score -6883914 nChanged 27979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6899393.000000 Penalty: 5458.131348
	Iteration 1F: 3 clusters Score -6899393 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -6900054.000000 Penalty: 5458.131348
	Iteration 2Q: 3 clusters Score -6900054 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -6900899.000000 Penalty: 5458.131348
	Iteration 3Q: 3 clusters Score -6900899 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6902078.000000 Penalty: 5458.131348
	Iteration 4Q: 3 clusters Score -6902078 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -6903983.500000 Penalty: 5458.131348
	Iteration 5F: 3 clusters Score -6903984 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6906885.500000 Penalty: 5458.131348
	Iteration 6F: 3 clusters Score -6906886 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -6910691.000000 Penalty: 5458.131348
	Iteration 7F: 3 clusters Score -6910691 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6914324.500000 Penalty: 5458.131348
	Iteration 8F: 3 clusters Score -6914324 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -6917139.500000 Penalty: 5458.131348
	Iteration 9F: 3 clusters Score -6917140 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -6919087.000000 Penalty: 5458.131348
	Iteration 10Q: 3 clusters Score -6919087 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -6920200.500000 Penalty: 5458.131348
	Iteration 11Q: 3 clusters Score -6920200 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -6920904.500000 Penalty: 5458.131348
	Iteration 12Q: 3 clusters Score -6920904 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -6921285.000000 Penalty: 5458.131348
	Iteration 13Q: 3 clusters Score -6921285 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6921503.500000 Penalty: 5458.131348
	Iteration 14Q: 3 clusters Score -6921504 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -6921620.500000 Penalty: 5458.131348
	Iteration 15Q: 3 clusters Score -6921620 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -6921729.500000 Penalty: 5458.131348
	Iteration 16Q: 3 clusters Score -6921730 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -6921800.000000 Penalty: 5458.131348
	Iteration 17Q: 3 clusters Score -6921800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -6921837.500000 Penalty: 5458.131348
	Iteration 18Q: 3 clusters Score -6921838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -6921866.500000 Penalty: 5458.131348
	Iteration 19Q: 3 clusters Score -6921866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -6921881.500000 Penalty: 5458.131348
	Iteration 20F: 3 clusters Score -6921882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -6921891.000000 Penalty: 5458.131348
	Iteration 21Q: 3 clusters Score -6921891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -6921919.500000 Penalty: 5458.131348
	Iteration 22Q: 3 clusters Score -6921920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -6921935.000000 Penalty: 5458.131348
	Iteration 23Q: 3 clusters Score -6921935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -6921948.000000 Penalty: 5458.131348
	Iteration 24Q: 3 clusters Score -6921948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -6921958.500000 Penalty: 5458.131348
	Iteration 25Q: 3 clusters Score -6921958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -6921980.500000 Penalty: 5458.131348
	Iteration 26Q: 3 clusters Score -6921980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -6921981.500000 Penalty: 5458.131348
	Iteration 27Q: 3 clusters Score -6921982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -6921975.500000 Penalty: 5458.131348
	Iteration 28Q: 3 clusters Score -6921976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -6921975.500000 Penalty: 5458.131348
	Iteration 29F: 3 clusters Score -6921976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Entering Unmasked Estep 
Score: -6026725.500000 Penalty: 2690.462158
	Iteration 0F: 2 clusters Score -6026726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -5992057.500000 Penalty: 5380.924316
	Iteration 0F: 3 clusters Score -5992058 nChanged 23833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6005136.500000 Penalty: 5380.924316
	Iteration 1F: 3 clusters Score -6005136 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6005600.500000 Penalty: 5380.924316
	Iteration 2Q: 3 clusters Score -6005600 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -6006056.000000 Penalty: 5380.924316
	Iteration 3Q: 3 clusters Score -6006056 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -6006564.000000 Penalty: 5380.924316
	Iteration 4Q: 3 clusters Score -6006564 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -6007195.000000 Penalty: 5380.924316
	Iteration 5Q: 3 clusters Score -6007195 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6008109.500000 Penalty: 5380.924316
	Iteration 6Q: 3 clusters Score -6008110 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6009384.500000 Penalty: 5380.924316
	Iteration 7Q: 3 clusters Score -6009384 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6010916.500000 Penalty: 5380.924316
	Iteration 8F: 3 clusters Score -6010916 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -6012588.000000 Penalty: 5380.924316
	Iteration 9F: 3 clusters Score -6012588 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -6014050.500000 Penalty: 5380.924316
	Iteration 10F: 3 clusters Score -6014050 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6015193.000000 Penalty: 5380.924316
	Iteration 11Q: 3 clusters Score -6015193 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6016202.000000 Penalty: 5380.924316
	Iteration 12Q: 3 clusters Score -6016202 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -6017023.000000 Penalty: 5380.924316
	Iteration 13Q: 3 clusters Score -6017023 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -6017535.000000 Penalty: 5380.924316
	Iteration 14Q: 3 clusters Score -6017535 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6017948.500000 Penalty: 5380.924316
	Iteration 15Q: 3 clusters Score -6017948 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -6018287.000000 Penalty: 5380.924316
	Iteration 16Q: 3 clusters Score -6018287 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -6018526.000000 Penalty: 5380.924316
	Iteration 17Q: 3 clusters Score -6018526 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -6018729.500000 Penalty: 5380.924316
	Iteration 18Q: 3 clusters Score -6018730 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -6018936.000000 Penalty: 5380.924316
	Iteration 19Q: 3 clusters Score -6018936 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -6019149.000000 Penalty: 5380.924316
	Iteration 20F: 3 clusters Score -6019149 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -6019321.500000 Penalty: 5380.924316
	Iteration 21Q: 3 clusters Score -6019322 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -6019507.500000 Penalty: 5380.924316
	Iteration 22Q: 3 clusters Score -6019508 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -6019710.500000 Penalty: 5380.924316
	Iteration 23Q: 3 clusters Score -6019710 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -6019898.000000 Penalty: 5380.924316
	Iteration 24Q: 3 clusters Score -6019898 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -6020086.500000 Penalty: 5380.924316
	Iteration 25Q: 3 clusters Score -6020086 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -6020270.500000 Penalty: 5380.924316
	Iteration 26Q: 3 clusters Score -6020270 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -6020474.000000 Penalty: 5380.924316
	Iteration 27Q: 3 clusters Score -6020474 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6020710.500000 Penalty: 5380.924316
	Iteration 28Q: 3 clusters Score -6020710 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -6020918.000000 Penalty: 5380.924316
	Iteration 29Q: 3 clusters Score -6020918 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -6021115.500000 Penalty: 5380.924316
	Iteration 30Q: 3 clusters Score -6021116 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -6021338.500000 Penalty: 5380.924316
	Iteration 31Q: 3 clusters Score -6021338 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -6021541.000000 Penalty: 5380.924316
	Iteration 32Q: 3 clusters Score -6021541 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6021768.000000 Penalty: 5380.924316
	Iteration 33Q: 3 clusters Score -6021768 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6021995.000000 Penalty: 5380.924316
	Iteration 34Q: 3 clusters Score -6021995 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6022200.500000 Penalty: 5380.924316
	Iteration 35Q: 3 clusters Score -6022200 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6022414.500000 Penalty: 5380.924316
	Iteration 36Q: 3 clusters Score -6022414 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -6022624.000000 Penalty: 5380.924316
	Iteration 37Q: 3 clusters Score -6022624 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6022815.500000 Penalty: 5380.924316
	Iteration 38Q: 3 clusters Score -6022816 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -6022960.000000 Penalty: 5380.924316
	Iteration 39Q: 3 clusters Score -6022960 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6023092.000000 Penalty: 5380.924316
	Iteration 40F: 3 clusters Score -6023092 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6023206.000000 Penalty: 5380.924316
	Iteration 41Q: 3 clusters Score -6023206 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6023309.000000 Penalty: 5380.924316
	Iteration 42Q: 3 clusters Score -6023309 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -6023430.500000 Penalty: 5380.924316
	Iteration 43Q: 3 clusters Score -6023430 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6023509.000000 Penalty: 5380.924316
	Iteration 44Q: 3 clusters Score -6023509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6023626.000000 Penalty: 5380.924316
	Iteration 45Q: 3 clusters Score -6023626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -6023715.500000 Penalty: 5380.924316
	Iteration 46Q: 3 clusters Score -6023716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6023763.500000 Penalty: 5380.924316
	Iteration 47Q: 3 clusters Score -6023764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6023858.000000 Penalty: 5380.924316
	Iteration 48Q: 3 clusters Score -6023858 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -6023912.000000 Penalty: 5380.924316
	Iteration 49Q: 3 clusters Score -6023912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -6023954.000000 Penalty: 5380.924316
	Iteration 50Q: 3 clusters Score -6023954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -6024002.000000 Penalty: 5380.924316
	Iteration 51Q: 3 clusters Score -6024002 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -6024043.500000 Penalty: 5380.924316
	Iteration 52Q: 3 clusters Score -6024044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6024070.000000 Penalty: 5380.924316
	Iteration 53Q: 3 clusters Score -6024070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6024102.500000 Penalty: 5380.924316
	Iteration 54Q: 3 clusters Score -6024102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6024125.000000 Penalty: 5380.924316
	Iteration 55Q: 3 clusters Score -6024125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -6024137.000000 Penalty: 5380.924316
	Iteration 56Q: 3 clusters Score -6024137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6024146.500000 Penalty: 5380.924316
	Iteration 57Q: 3 clusters Score -6024146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6024176.000000 Penalty: 5380.924316
	Iteration 58Q: 3 clusters Score -6024176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -6024192.500000 Penalty: 5380.924316
	Iteration 59Q: 3 clusters Score -6024192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -6024208.000000 Penalty: 5380.924316
	Iteration 60F: 3 clusters Score -6024208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6024217.500000 Penalty: 5380.924316
	Iteration 61Q: 3 clusters Score -6024218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -6024226.000000 Penalty: 5380.924316
	Iteration 62Q: 3 clusters Score -6024226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -6024225.000000 Penalty: 5380.924316
	Iteration 63Q: 3 clusters Score -6024225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6024247.000000 Penalty: 5380.924316
	Iteration 64Q: 3 clusters Score -6024247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6024260.000000 Penalty: 5380.924316
	Iteration 65Q: 3 clusters Score -6024260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6024272.000000 Penalty: 5380.924316
	Iteration 66Q: 3 clusters Score -6024272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -6024283.500000 Penalty: 5380.924316
	Iteration 67Q: 3 clusters Score -6024284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6024296.500000 Penalty: 5380.924316
	Iteration 68Q: 3 clusters Score -6024296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6024308.500000 Penalty: 5380.924316
	Iteration 69Q: 3 clusters Score -6024308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6024320.000000 Penalty: 5380.924316
	Iteration 70Q: 3 clusters Score -6024320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6024327.500000 Penalty: 5380.924316
	Iteration 71Q: 3 clusters Score -6024328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -6024336.500000 Penalty: 5380.924316
	Iteration 72Q: 3 clusters Score -6024336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -6024344.000000 Penalty: 5380.924316
	Iteration 73Q: 3 clusters Score -6024344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6024353.000000 Penalty: 5380.924316
	Iteration 74Q: 3 clusters Score -6024353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6024360.500000 Penalty: 5380.924316
	Iteration 75Q: 3 clusters Score -6024360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6024359.000000 Penalty: 5380.924316
	Iteration 76Q: 3 clusters Score -6024359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6024368.000000 Penalty: 5380.924316
	Iteration 77Q: 3 clusters Score -6024368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -6024373.000000 Penalty: 5380.924316
	Iteration 78Q: 3 clusters Score -6024373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -6024397.500000 Penalty: 5380.924316
	Iteration 79Q: 3 clusters Score -6024398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6024397.500000 Penalty: 5380.924316
	Iteration 80F: 3 clusters Score -6024398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -6024393.500000 Penalty: 5380.924316
	Iteration 81Q: 3 clusters Score -6024394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6024401.000000 Penalty: 5380.924316
	Iteration 82Q: 3 clusters Score -6024401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6024401.500000 Penalty: 5380.924316
	Iteration 83Q: 3 clusters Score -6024402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -6024400.500000 Penalty: 5380.924316
	Iteration 84Q: 3 clusters Score -6024400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -6024400.500000 Penalty: 5380.924316
	Iteration 85F: 3 clusters Score -6024400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -633803.500000 Penalty: 2183.137451
	Iteration 0F: 2 clusters Score -633803.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -628247.500000 Penalty: 4366.274902
	Iteration 0F: 3 clusters Score -628247.5 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -629944.625000 Penalty: 4366.274902
	Iteration 1F: 3 clusters Score -629944.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -630394.500000 Penalty: 4366.274902
	Iteration 2F: 3 clusters Score -630394.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -630826.000000 Penalty: 4366.274902
	Iteration 3F: 3 clusters Score -630826 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -631250.250000 Penalty: 4366.274902
	Iteration 4F: 3 clusters Score -631250.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -631683.562500 Penalty: 4366.274902
	Iteration 5F: 3 clusters Score -631683.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -631982.937500 Penalty: 4366.274902
	Iteration 6F: 3 clusters Score -631982.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -632170.125000 Penalty: 4366.274902
	Iteration 7Q: 3 clusters Score -632170.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -632296.000000 Penalty: 4366.274902
	Iteration 8Q: 3 clusters Score -632296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -632388.625000 Penalty: 4366.274902
	Iteration 9Q: 3 clusters Score -632388.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -632481.437500 Penalty: 4366.274902
	Iteration 10Q: 3 clusters Score -632481.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -632561.375000 Penalty: 4366.274902
	Iteration 11Q: 3 clusters Score -632561.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -632631.375000 Penalty: 4366.274902
	Iteration 12Q: 3 clusters Score -632631.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -632691.375000 Penalty: 4366.274902
	Iteration 13Q: 3 clusters Score -632691.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -632747.750000 Penalty: 4366.274902
	Iteration 14Q: 3 clusters Score -632747.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -632796.750000 Penalty: 4366.274902
	Iteration 15Q: 3 clusters Score -632796.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -632843.125000 Penalty: 4366.274902
	Iteration 16Q: 3 clusters Score -632843.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -632887.187500 Penalty: 4366.274902
	Iteration 17Q: 3 clusters Score -632887.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -632928.687500 Penalty: 4366.274902
	Iteration 18Q: 3 clusters Score -632928.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -632961.562500 Penalty: 4366.274902
	Iteration 19Q: 3 clusters Score -632961.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -632994.312500 Penalty: 4366.274902
	Iteration 20F: 3 clusters Score -632994.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -633036.000000 Penalty: 4366.274902
	Iteration 21Q: 3 clusters Score -633036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -633084.125000 Penalty: 4366.274902
	Iteration 22Q: 3 clusters Score -633084.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -633121.062500 Penalty: 4366.274902
	Iteration 23Q: 3 clusters Score -633121.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -633153.375000 Penalty: 4366.274902
	Iteration 24Q: 3 clusters Score -633153.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -633174.125000 Penalty: 4366.274902
	Iteration 25Q: 3 clusters Score -633174.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -633190.625000 Penalty: 4366.274902
	Iteration 26Q: 3 clusters Score -633190.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -633211.625000 Penalty: 4366.274902
	Iteration 27Q: 3 clusters Score -633211.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -633223.812500 Penalty: 4366.274902
	Iteration 28Q: 3 clusters Score -633223.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -633230.375000 Penalty: 4366.274902
	Iteration 29Q: 3 clusters Score -633230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -633234.187500 Penalty: 4366.274902
	Iteration 30Q: 3 clusters Score -633234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -633237.000000 Penalty: 4366.274902
	Iteration 31Q: 3 clusters Score -633237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -633241.500000 Penalty: 4366.274902
	Iteration 32Q: 3 clusters Score -633241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -633247.437500 Penalty: 4366.274902
	Iteration 33Q: 3 clusters Score -633247.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -633251.687500 Penalty: 4366.274902
	Iteration 34Q: 3 clusters Score -633251.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -633254.562500 Penalty: 4366.274902
	Iteration 35Q: 3 clusters Score -633254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -633260.187500 Penalty: 4366.274902
	Iteration 36Q: 3 clusters Score -633260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -633261.625000 Penalty: 4366.274902
	Iteration 37Q: 3 clusters Score -633261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -633267.125000 Penalty: 4366.274902
	Iteration 38Q: 3 clusters Score -633267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -633270.250000 Penalty: 4366.274902
	Iteration 39Q: 3 clusters Score -633270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -633271.812500 Penalty: 4366.274902
	Iteration 40F: 3 clusters Score -633271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -633275.125000 Penalty: 4366.274902
	Iteration 41Q: 3 clusters Score -633275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -633275.437500 Penalty: 4366.274902
	Iteration 42Q: 3 clusters Score -633275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -633276.500000 Penalty: 4366.274902
	Iteration 43Q: 3 clusters Score -633276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -633276.750000 Penalty: 4366.274902
	Iteration 44Q: 3 clusters Score -633276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -633276.500000 Penalty: 4366.274902
	Iteration 45Q: 3 clusters Score -633276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -633277.875000 Penalty: 4366.274902
	Iteration 46Q: 3 clusters Score -633277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -633278.375000 Penalty: 4366.274902
	Iteration 47Q: 3 clusters Score -633278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -633279.937500 Penalty: 4366.274902
	Iteration 48Q: 3 clusters Score -633279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -633279.250000 Penalty: 4366.274902
	Iteration 49Q: 3 clusters Score -633279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -633279.250000 Penalty: 4366.274902
	Iteration 50F: 3 clusters Score -633279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Entering Unmasked Estep 
Score: -4468917.000000 Penalty: 2619.566406
	Iteration 0F: 2 clusters Score -4468917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4442725.000000 Penalty: 5239.132812
	Iteration 0F: 3 clusters Score -4442725 nChanged 17653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4452602.000000 Penalty: 5239.132812
	Iteration 1F: 3 clusters Score -4452602 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4453202.000000 Penalty: 5239.132812
	Iteration 2Q: 3 clusters Score -4453202 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4453769.000000 Penalty: 5239.132812
	Iteration 3Q: 3 clusters Score -4453769 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4454448.500000 Penalty: 5239.132812
	Iteration 4Q: 3 clusters Score -4454448 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4455326.000000 Penalty: 5239.132812
	Iteration 5Q: 3 clusters Score -4455326 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4456383.000000 Penalty: 5239.132812
	Iteration 6F: 3 clusters Score -4456383 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4457613.000000 Penalty: 5239.132812
	Iteration 7F: 3 clusters Score -4457613 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4458901.000000 Penalty: 5239.132812
	Iteration 8F: 3 clusters Score -4458901 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4460115.000000 Penalty: 5239.132812
	Iteration 9F: 3 clusters Score -4460115 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4461224.000000 Penalty: 5239.132812
	Iteration 10Q: 3 clusters Score -4461224 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4462225.000000 Penalty: 5239.132812
	Iteration 11Q: 3 clusters Score -4462225 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4463184.500000 Penalty: 5239.132812
	Iteration 12Q: 3 clusters Score -4463184 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4464081.000000 Penalty: 5239.132812
	Iteration 13Q: 3 clusters Score -4464081 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4464939.000000 Penalty: 5239.132812
	Iteration 14Q: 3 clusters Score -4464939 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -4465681.000000 Penalty: 5239.132812
	Iteration 15Q: 3 clusters Score -4465681 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4466209.500000 Penalty: 5239.132812
	Iteration 16Q: 3 clusters Score -4466210 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4466573.500000 Penalty: 5239.132812
	Iteration 17Q: 3 clusters Score -4466574 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4466853.500000 Penalty: 5239.132812
	Iteration 18Q: 3 clusters Score -4466854 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4467030.500000 Penalty: 5239.132812
	Iteration 19Q: 3 clusters Score -4467030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4467179.500000 Penalty: 5239.132812
	Iteration 20F: 3 clusters Score -4467180 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4467293.000000 Penalty: 5239.132812
	Iteration 21Q: 3 clusters Score -4467293 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4467388.000000 Penalty: 5239.132812
	Iteration 22Q: 3 clusters Score -4467388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4467481.500000 Penalty: 5239.132812
	Iteration 23Q: 3 clusters Score -4467482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4467536.000000 Penalty: 5239.132812
	Iteration 24Q: 3 clusters Score -4467536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4467586.500000 Penalty: 5239.132812
	Iteration 25Q: 3 clusters Score -4467586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4467606.000000 Penalty: 5239.132812
	Iteration 26Q: 3 clusters Score -4467606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4467655.000000 Penalty: 5239.132812
	Iteration 27Q: 3 clusters Score -4467655 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4467664.000000 Penalty: 5239.132812
	Iteration 28Q: 3 clusters Score -4467664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4467684.500000 Penalty: 5239.132812
	Iteration 29Q: 3 clusters Score -4467684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4467696.500000 Penalty: 5239.132812
	Iteration 30Q: 3 clusters Score -4467696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4467710.000000 Penalty: 5239.132812
	Iteration 31Q: 3 clusters Score -4467710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4467716.500000 Penalty: 5239.132812
	Iteration 32Q: 3 clusters Score -4467716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4467723.500000 Penalty: 5239.132812
	Iteration 33Q: 3 clusters Score -4467724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4467732.500000 Penalty: 5239.132812
	Iteration 34Q: 3 clusters Score -4467732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4467740.500000 Penalty: 5239.132812
	Iteration 35Q: 3 clusters Score -4467740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4467745.500000 Penalty: 5239.132812
	Iteration 36Q: 3 clusters Score -4467746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4467752.000000 Penalty: 5239.132812
	Iteration 37Q: 3 clusters Score -4467752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4467764.500000 Penalty: 5239.132812
	Iteration 38Q: 3 clusters Score -4467764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4467773.000000 Penalty: 5239.132812
	Iteration 39Q: 3 clusters Score -4467773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4467776.500000 Penalty: 5239.132812
	Iteration 40F: 3 clusters Score -4467776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4467774.500000 Penalty: 5239.132812
	Iteration 41Q: 3 clusters Score -4467774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4467792.500000 Penalty: 5239.132812
	Iteration 42Q: 3 clusters Score -4467792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4467804.000000 Penalty: 5239.132812
	Iteration 43Q: 3 clusters Score -4467804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4467802.000000 Penalty: 5239.132812
	Iteration 44Q: 3 clusters Score -4467802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4467803.500000 Penalty: 5239.132812
	Iteration 45Q: 3 clusters Score -4467804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4467801.000000 Penalty: 5239.132812
	Iteration 46Q: 3 clusters Score -4467801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4467804.500000 Penalty: 5239.132812
	Iteration 47Q: 3 clusters Score -4467804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4467806.000000 Penalty: 5239.132812
	Iteration 48Q: 3 clusters Score -4467806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4467819.000000 Penalty: 5239.132812
	Iteration 49Q: 3 clusters Score -4467819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4467816.000000 Penalty: 5239.132812
	Iteration 50Q: 3 clusters Score -4467816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4467808.500000 Penalty: 5239.132812
	Iteration 51Q: 3 clusters Score -4467808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4467814.500000 Penalty: 5239.132812
	Iteration 52Q: 3 clusters Score -4467814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4467816.000000 Penalty: 5239.132812
	Iteration 53Q: 3 clusters Score -4467816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4467816.000000 Penalty: 5239.132812
	Iteration 54Q: 3 clusters Score -4467816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4467817.500000 Penalty: 5239.132812
	Iteration 55Q: 3 clusters Score -4467818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4467818.500000 Penalty: 5239.132812
	Iteration 56Q: 3 clusters Score -4467818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4467821.500000 Penalty: 5239.132812
	Iteration 57Q: 3 clusters Score -4467822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4467829.500000 Penalty: 5239.132812
	Iteration 58Q: 3 clusters Score -4467830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4467828.000000 Penalty: 5239.132812
	Iteration 59Q: 3 clusters Score -4467828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4467839.500000 Penalty: 5239.132812
	Iteration 60F: 3 clusters Score -4467840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -4467842.000000 Penalty: 5239.132812
	Iteration 61Q: 3 clusters Score -4467842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4467842.000000 Penalty: 5239.132812
	Iteration 62Q: 3 clusters Score -4467842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4467845.500000 Penalty: 5239.132812
	Iteration 63Q: 3 clusters Score -4467846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4467855.500000 Penalty: 5239.132812
	Iteration 64Q: 3 clusters Score -4467856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4467857.500000 Penalty: 5239.132812
	Iteration 65Q: 3 clusters Score -4467858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4467858.000000 Penalty: 5239.132812
	Iteration 66Q: 3 clusters Score -4467858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4467858.500000 Penalty: 5239.132812
	Iteration 67Q: 3 clusters Score -4467858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4467861.000000 Penalty: 5239.132812
	Iteration 68Q: 3 clusters Score -4467861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4467862.000000 Penalty: 5239.132812
	Iteration 69Q: 3 clusters Score -4467862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4467859.500000 Penalty: 5239.132812
	Iteration 70Q: 3 clusters Score -4467860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4467865.500000 Penalty: 5239.132812
	Iteration 71Q: 3 clusters Score -4467866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4467868.500000 Penalty: 5239.132812
	Iteration 72Q: 3 clusters Score -4467868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4467875.000000 Penalty: 5239.132812
	Iteration 73Q: 3 clusters Score -4467875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4467882.500000 Penalty: 5239.132812
	Iteration 74Q: 3 clusters Score -4467882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4467887.500000 Penalty: 5239.132812
	Iteration 75Q: 3 clusters Score -4467888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4467907.000000 Penalty: 5239.132812
	Iteration 76Q: 3 clusters Score -4467907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4467913.000000 Penalty: 5239.132812
	Iteration 77Q: 3 clusters Score -4467913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4467934.000000 Penalty: 5239.132812
	Iteration 78Q: 3 clusters Score -4467934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4467938.500000 Penalty: 5239.132812
	Iteration 79Q: 3 clusters Score -4467938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4467938.500000 Penalty: 5239.132812
	Iteration 80F: 3 clusters Score -4467938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4467940.000000 Penalty: 5239.132812
	Iteration 81Q: 3 clusters Score -4467940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4467944.000000 Penalty: 5239.132812
	Iteration 82Q: 3 clusters Score -4467944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4467949.500000 Penalty: 5239.132812
	Iteration 83Q: 3 clusters Score -4467950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4467947.500000 Penalty: 5239.132812
	Iteration 84Q: 3 clusters Score -4467948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4467951.000000 Penalty: 5239.132812
	Iteration 85Q: 3 clusters Score -4467951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -4467955.000000 Penalty: 5239.132812
	Iteration 86Q: 3 clusters Score -4467955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4467958.500000 Penalty: 5239.132812
	Iteration 87Q: 3 clusters Score -4467958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4467959.000000 Penalty: 5239.132812
	Iteration 88Q: 3 clusters Score -4467959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4467956.500000 Penalty: 5239.132812
	Iteration 89Q: 3 clusters Score -4467956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4467957.500000 Penalty: 5239.132812
	Iteration 90Q: 3 clusters Score -4467958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4467966.500000 Penalty: 5239.132812
	Iteration 91Q: 3 clusters Score -4467966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4467966.500000 Penalty: 5239.132812
	Iteration 92Q: 3 clusters Score -4467966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4467969.000000 Penalty: 5239.132812
	Iteration 93Q: 3 clusters Score -4467969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4467972.500000 Penalty: 5239.132812
	Iteration 94Q: 3 clusters Score -4467972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4467980.500000 Penalty: 5239.132812
	Iteration 95Q: 3 clusters Score -4467980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4467979.000000 Penalty: 5239.132812
	Iteration 96Q: 3 clusters Score -4467979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4467977.000000 Penalty: 5239.132812
	Iteration 97Q: 3 clusters Score -4467977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4467981.500000 Penalty: 5239.132812
	Iteration 98Q: 3 clusters Score -4467982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4467982.500000 Penalty: 5239.132812
	Iteration 99Q: 3 clusters Score -4467982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4467982.000000 Penalty: 5239.132812
	Iteration 100F: 3 clusters Score -4467982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4467988.000000 Penalty: 5239.132812
	Iteration 101Q: 3 clusters Score -4467988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4467991.500000 Penalty: 5239.132812
	Iteration 102Q: 3 clusters Score -4467992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -4467999.500000 Penalty: 5239.132812
	Iteration 103Q: 3 clusters Score -4468000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4467999.500000 Penalty: 5239.132812
	Iteration 104Q: 3 clusters Score -4468000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4468000.500000 Penalty: 5239.132812
	Iteration 105Q: 3 clusters Score -4468000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4467998.500000 Penalty: 5239.132812
	Iteration 106Q: 3 clusters Score -4467998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4468006.500000 Penalty: 5239.132812
	Iteration 107Q: 3 clusters Score -4468006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4468011.500000 Penalty: 5239.132812
	Iteration 108Q: 3 clusters Score -4468012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4468017.000000 Penalty: 5239.132812
	Iteration 109Q: 3 clusters Score -4468017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4468012.500000 Penalty: 5239.132812
	Iteration 110Q: 3 clusters Score -4468012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4468012.500000 Penalty: 5239.132812
	Iteration 111Q: 3 clusters Score -4468012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4468016.000000 Penalty: 5239.132812
	Iteration 112Q: 3 clusters Score -4468016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4468018.000000 Penalty: 5239.132812
	Iteration 113Q: 3 clusters Score -4468018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4468013.000000 Penalty: 5239.132812
	Iteration 114Q: 3 clusters Score -4468013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4468017.000000 Penalty: 5239.132812
	Iteration 115Q: 3 clusters Score -4468017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4468017.000000 Penalty: 5239.132812
	Iteration 116F: 3 clusters Score -4468017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (248634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248634 members 
Entering Unmasked Estep 
Score: -29143292.000000 Penalty: 3081.086914
	Iteration 0F: 2 clusters Score -2.914329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -28985276.000000 Penalty: 6162.173828
	Iteration 0F: 3 clusters Score -2.898528e+07 nChanged 119735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 132000 members 
Entering Unmasked Estep 
Score: -29055926.000000 Penalty: 6162.173828
	Iteration 1F: 3 clusters Score -2.905593e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 136913 members 
Entering Unmasked Estep 
Score: -29057568.000000 Penalty: 6162.173828
	Iteration 2Q: 3 clusters Score -2.905757e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -29060714.000000 Penalty: 6162.173828
	Iteration 3Q: 3 clusters Score -2.906071e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 156778 members 
Entering Unmasked Estep 
Score: -29067002.000000 Penalty: 6162.173828
	Iteration 4F: 3 clusters Score -2.9067e+07 nChanged 18202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 174548 members 
Entering Unmasked Estep 
Score: -29078358.000000 Penalty: 6162.173828
	Iteration 5F: 3 clusters Score -2.907836e+07 nChanged 22268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 196522 members 
Entering Unmasked Estep 
Score: -29094196.000000 Penalty: 6162.173828
	Iteration 6F: 3 clusters Score -2.90942e+07 nChanged 21303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 217681 members 
Entering Unmasked Estep 
Score: -29110852.000000 Penalty: 6162.173828
	Iteration 7F: 3 clusters Score -2.911085e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 233336 members 
Entering Unmasked Estep 
Score: -29124906.000000 Penalty: 6162.173828
	Iteration 8F: 3 clusters Score -2.912491e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 242399 members 
Entering Unmasked Estep 
Score: -29133974.000000 Penalty: 6162.173828
	Iteration 9Q: 3 clusters Score -2.913397e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 246399 members 
Entering Unmasked Estep 
Score: -29138112.000000 Penalty: 6162.173828
	Iteration 10Q: 3 clusters Score -2.913811e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 247727 members 
Entering Unmasked Estep 
Score: -29139640.000000 Penalty: 6162.173828
	Iteration 11Q: 3 clusters Score -2.913964e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 248098 members 
Entering Unmasked Estep 
Score: -29140178.000000 Penalty: 6162.173828
	Iteration 12Q: 3 clusters Score -2.914018e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 248189 members 
Entering Unmasked Estep 
Score: -29140330.000000 Penalty: 6162.173828
	Iteration 13Q: 3 clusters Score -2.914033e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 248239 members 
Entering Unmasked Estep 
Score: -29140454.000000 Penalty: 6162.173828
	Iteration 14Q: 3 clusters Score -2.914045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 248257 members 
Entering Unmasked Estep 
Score: -29140542.000000 Penalty: 6162.173828
	Iteration 15Q: 3 clusters Score -2.914054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 248260 members 
Entering Unmasked Estep 
Score: -29140570.000000 Penalty: 6162.173828
	Iteration 16Q: 3 clusters Score -2.914057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 248259 members 
Entering Unmasked Estep 
Score: -29140534.000000 Penalty: 6162.173828
	Iteration 17Q: 3 clusters Score -2.914053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 248256 members 
Entering Unmasked Estep 
Score: -29140558.000000 Penalty: 6162.173828
	Iteration 18Q: 3 clusters Score -2.914056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 248260 members 
Entering Unmasked Estep 
Score: -29140566.000000 Penalty: 6162.173828
	Iteration 19Q: 3 clusters Score -2.914057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 248263 members 
Entering Unmasked Estep 
Score: -29140584.000000 Penalty: 6162.173828
	Iteration 20F: 3 clusters Score -2.914058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 248263 members 
Entering Unmasked Estep 
Score: -29140580.000000 Penalty: 6162.173828
	Iteration 21Q: 3 clusters Score -2.914058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 248266 members 
Entering Unmasked Estep 
Score: -29140592.000000 Penalty: 6162.173828
	Iteration 22Q: 3 clusters Score -2.914059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 248274 members 
Entering Unmasked Estep 
Score: -29140618.000000 Penalty: 6162.173828
	Iteration 23Q: 3 clusters Score -2.914062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248275 members 
Entering Unmasked Estep 
Score: -29140638.000000 Penalty: 6162.173828
	Iteration 24Q: 3 clusters Score -2.914064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 248276 members 
Entering Unmasked Estep 
Score: -29140632.000000 Penalty: 6162.173828
	Iteration 25Q: 3 clusters Score -2.914063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248278 members 
Entering Unmasked Estep 
Score: -29140632.000000 Penalty: 6162.173828
	Iteration 26Q: 3 clusters Score -2.914063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248275 members 
Entering Unmasked Estep 
Score: -29140658.000000 Penalty: 6162.173828
	Iteration 27Q: 3 clusters Score -2.914066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 248274 members 
Entering Unmasked Estep 
Score: -29140658.000000 Penalty: 6162.173828
	Iteration 28Q: 3 clusters Score -2.914066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248275 members 
Entering Unmasked Estep 
Score: -29140658.000000 Penalty: 6162.173828
	Iteration 29Q: 3 clusters Score -2.914066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248275 members 
Entering Unmasked Estep 
Score: -29140660.000000 Penalty: 6162.173828
	Iteration 30Q: 3 clusters Score -2.914066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 248271 members 
Entering Unmasked Estep 
Score: -29140656.000000 Penalty: 6162.173828
	Iteration 31Q: 3 clusters Score -2.914066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 248270 members 
Entering Unmasked Estep 
Score: -29140650.000000 Penalty: 6162.173828
	Iteration 32Q: 3 clusters Score -2.914065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 248270 members 
Entering Unmasked Estep 
Score: -29140658.000000 Penalty: 6162.173828
	Iteration 33Q: 3 clusters Score -2.914066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 248267 members 
Entering Unmasked Estep 
Score: -29140662.000000 Penalty: 6162.173828
	Iteration 34Q: 3 clusters Score -2.914066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 248264 members 
Entering Unmasked Estep 
Score: -29140646.000000 Penalty: 6162.173828
	Iteration 35Q: 3 clusters Score -2.914065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 248267 members 
Entering Unmasked Estep 
Score: -29140648.000000 Penalty: 6162.173828
	Iteration 36Q: 3 clusters Score -2.914065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 248268 members 
Entering Unmasked Estep 
Score: -29140650.000000 Penalty: 6162.173828
	Iteration 37Q: 3 clusters Score -2.914065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248265 members 
Entering Unmasked Estep 
Score: -29140642.000000 Penalty: 6162.173828
	Iteration 38Q: 3 clusters Score -2.914064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 248264 members 
Entering Unmasked Estep 
Score: -29140650.000000 Penalty: 6162.173828
	Iteration 39Q: 3 clusters Score -2.914065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 248263 members 
Entering Unmasked Estep 
Score: -29140652.000000 Penalty: 6162.173828
	Iteration 40F: 3 clusters Score -2.914065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 248262 members 
Entering Unmasked Estep 
Score: -29140630.000000 Penalty: 6162.173828
	Iteration 41Q: 3 clusters Score -2.914063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 248262 members 
Entering Unmasked Estep 
Score: -29140630.000000 Penalty: 6162.173828
	Iteration 42F: 3 clusters Score -2.914063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Entering Unmasked Estep 
Score: -4378319.000000 Penalty: 2616.007324
	Iteration 0F: 2 clusters Score -4378319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4352332.500000 Penalty: 5232.014648
	Iteration 0F: 3 clusters Score -4352332 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4362029.000000 Penalty: 5232.014648
	Iteration 1F: 3 clusters Score -4362029 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4362932.500000 Penalty: 5232.014648
	Iteration 2F: 3 clusters Score -4362932 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4364179.000000 Penalty: 5232.014648
	Iteration 3F: 3 clusters Score -4364179 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4366081.500000 Penalty: 5232.014648
	Iteration 4F: 3 clusters Score -4366082 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4368525.500000 Penalty: 5232.014648
	Iteration 5F: 3 clusters Score -4368526 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4370909.000000 Penalty: 5232.014648
	Iteration 6F: 3 clusters Score -4370909 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4373063.000000 Penalty: 5232.014648
	Iteration 7F: 3 clusters Score -4373063 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4374828.000000 Penalty: 5232.014648
	Iteration 8F: 3 clusters Score -4374828 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4376035.500000 Penalty: 5232.014648
	Iteration 9F: 3 clusters Score -4376036 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4376929.000000 Penalty: 5232.014648
	Iteration 10Q: 3 clusters Score -4376929 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4377554.500000 Penalty: 5232.014648
	Iteration 11Q: 3 clusters Score -4377554 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4378043.500000 Penalty: 5232.014648
	Iteration 12Q: 3 clusters Score -4378044 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4378443.500000 Penalty: 5232.014648
	Iteration 13Q: 3 clusters Score -4378444 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4378817.000000 Penalty: 5232.014648
	Iteration 14Q: 3 clusters Score -4378817 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4379115.000000 Penalty: 5232.014648
	Iteration 15Q: 3 clusters Score -4379115 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4379363.000000 Penalty: 5232.014648
	Iteration 16Q: 3 clusters Score -4379363 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4379517.000000 Penalty: 5232.014648
	Iteration 17Q: 3 clusters Score -4379517 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4379629.500000 Penalty: 5232.014648
	Iteration 18Q: 3 clusters Score -4379630 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4379735.000000 Penalty: 5232.014648
	Iteration 19Q: 3 clusters Score -4379735 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4379778.500000 Penalty: 5232.014648
	Iteration 20F: 3 clusters Score -4379778 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4379812.500000 Penalty: 5232.014648
	Iteration 21Q: 3 clusters Score -4379812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4379845.000000 Penalty: 5232.014648
	Iteration 22Q: 3 clusters Score -4379845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4379854.500000 Penalty: 5232.014648
	Iteration 23Q: 3 clusters Score -4379854 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4379859.500000 Penalty: 5232.014648
	Iteration 24Q: 3 clusters Score -4379860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4379873.500000 Penalty: 5232.014648
	Iteration 25Q: 3 clusters Score -4379874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4379888.500000 Penalty: 5232.014648
	Iteration 26Q: 3 clusters Score -4379888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4379891.000000 Penalty: 5232.014648
	Iteration 27Q: 3 clusters Score -4379891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4379887.500000 Penalty: 5232.014648
	Iteration 28Q: 3 clusters Score -4379888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4379893.000000 Penalty: 5232.014648
	Iteration 29Q: 3 clusters Score -4379893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4379888.500000 Penalty: 5232.014648
	Iteration 30Q: 3 clusters Score -4379888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4379898.500000 Penalty: 5232.014648
	Iteration 31Q: 3 clusters Score -4379898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4379892.000000 Penalty: 5232.014648
	Iteration 32Q: 3 clusters Score -4379892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4379892.000000 Penalty: 5232.014648
	Iteration 33Q: 3 clusters Score -4379892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -4379895.500000 Penalty: 5232.014648
	Iteration 34Q: 3 clusters Score -4379896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -4379893.500000 Penalty: 5232.014648
	Iteration 35Q: 3 clusters Score -4379894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4379895.000000 Penalty: 5232.014648
	Iteration 36Q: 3 clusters Score -4379895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4379893.500000 Penalty: 5232.014648
	Iteration 37Q: 3 clusters Score -4379894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -4379904.500000 Penalty: 5232.014648
	Iteration 38Q: 3 clusters Score -4379904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4379909.500000 Penalty: 5232.014648
	Iteration 39Q: 3 clusters Score -4379910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4379908.000000 Penalty: 5232.014648
	Iteration 40F: 3 clusters Score -4379908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4379906.500000 Penalty: 5232.014648
	Iteration 41Q: 3 clusters Score -4379906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4379901.000000 Penalty: 5232.014648
	Iteration 42Q: 3 clusters Score -4379901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -4379902.500000 Penalty: 5232.014648
	Iteration 43Q: 3 clusters Score -4379902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4379900.500000 Penalty: 5232.014648
	Iteration 44Q: 3 clusters Score -4379900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4379900.500000 Penalty: 5232.014648
	Iteration 45Q: 3 clusters Score -4379900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4379898.500000 Penalty: 5232.014648
	Iteration 46Q: 3 clusters Score -4379898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4379896.500000 Penalty: 5232.014648
	Iteration 47Q: 3 clusters Score -4379896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -4379890.500000 Penalty: 5232.014648
	Iteration 48Q: 3 clusters Score -4379890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4379894.000000 Penalty: 5232.014648
	Iteration 49Q: 3 clusters Score -4379894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4379891.000000 Penalty: 5232.014648
	Iteration 50Q: 3 clusters Score -4379891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4379897.000000 Penalty: 5232.014648
	Iteration 51Q: 3 clusters Score -4379897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4379902.500000 Penalty: 5232.014648
	Iteration 52Q: 3 clusters Score -4379902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4379908.500000 Penalty: 5232.014648
	Iteration 53Q: 3 clusters Score -4379908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4379910.500000 Penalty: 5232.014648
	Iteration 54Q: 3 clusters Score -4379910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4379908.500000 Penalty: 5232.014648
	Iteration 55Q: 3 clusters Score -4379908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -4379916.500000 Penalty: 5232.014648
	Iteration 56Q: 3 clusters Score -4379916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4379915.000000 Penalty: 5232.014648
	Iteration 57Q: 3 clusters Score -4379915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4379917.500000 Penalty: 5232.014648
	Iteration 58Q: 3 clusters Score -4379918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4379914.000000 Penalty: 5232.014648
	Iteration 59Q: 3 clusters Score -4379914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4379912.000000 Penalty: 5232.014648
	Iteration 60F: 3 clusters Score -4379912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4379914.500000 Penalty: 5232.014648
	Iteration 61Q: 3 clusters Score -4379914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4379913.000000 Penalty: 5232.014648
	Iteration 62Q: 3 clusters Score -4379913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4379915.000000 Penalty: 5232.014648
	Iteration 63Q: 3 clusters Score -4379915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4379915.000000 Penalty: 5232.014648
	Iteration 64F: 3 clusters Score -4379915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 6961 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Entering Unmasked Estep 
Score: -212265760.000000 Penalty: 344936.593750
Splitting cluster 20 changes total score from -212262896.000000 to -212265760.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 21 (12491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Entering Unmasked Estep 
Score: -1463732.375000 Penalty: 2339.325439
	Iteration 0F: 2 clusters Score -1463732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1454551.500000 Penalty: 4678.650879
	Iteration 0F: 3 clusters Score -1454552 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1457286.000000 Penalty: 4678.650879
	Iteration 1F: 3 clusters Score -1457286 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1457740.625000 Penalty: 4678.650879
	Iteration 2F: 3 clusters Score -1457741 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1458162.500000 Penalty: 4678.650879
	Iteration 3F: 3 clusters Score -1458162 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1458646.250000 Penalty: 4678.650879
	Iteration 4F: 3 clusters Score -1458646 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1459134.875000 Penalty: 4678.650879
	Iteration 5F: 3 clusters Score -1459135 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1459659.125000 Penalty: 4678.650879
	Iteration 6F: 3 clusters Score -1459659 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1460134.500000 Penalty: 4678.650879
	Iteration 7F: 3 clusters Score -1460134 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1460507.375000 Penalty: 4678.650879
	Iteration 8F: 3 clusters Score -1460507 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1460786.375000 Penalty: 4678.650879
	Iteration 9Q: 3 clusters Score -1460786 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1460967.625000 Penalty: 4678.650879
	Iteration 10Q: 3 clusters Score -1460968 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1461115.000000 Penalty: 4678.650879
	Iteration 11Q: 3 clusters Score -1461115 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1461242.000000 Penalty: 4678.650879
	Iteration 12Q: 3 clusters Score -1461242 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1461347.250000 Penalty: 4678.650879
	Iteration 13Q: 3 clusters Score -1461347 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1461426.875000 Penalty: 4678.650879
	Iteration 14Q: 3 clusters Score -1461427 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1461496.375000 Penalty: 4678.650879
	Iteration 15Q: 3 clusters Score -1461496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1461565.500000 Penalty: 4678.650879
	Iteration 16Q: 3 clusters Score -1461566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1461625.375000 Penalty: 4678.650879
	Iteration 17Q: 3 clusters Score -1461625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1461674.375000 Penalty: 4678.650879
	Iteration 18Q: 3 clusters Score -1461674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1461713.500000 Penalty: 4678.650879
	Iteration 19Q: 3 clusters Score -1461714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1461743.750000 Penalty: 4678.650879
	Iteration 20F: 3 clusters Score -1461744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1461766.125000 Penalty: 4678.650879
	Iteration 21Q: 3 clusters Score -1461766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1461799.125000 Penalty: 4678.650879
	Iteration 22Q: 3 clusters Score -1461799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1461840.250000 Penalty: 4678.650879
	Iteration 23Q: 3 clusters Score -1461840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1461860.000000 Penalty: 4678.650879
	Iteration 24Q: 3 clusters Score -1461860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1461880.250000 Penalty: 4678.650879
	Iteration 25Q: 3 clusters Score -1461880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1461895.750000 Penalty: 4678.650879
	Iteration 26Q: 3 clusters Score -1461896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1461916.750000 Penalty: 4678.650879
	Iteration 27Q: 3 clusters Score -1461917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1461935.500000 Penalty: 4678.650879
	Iteration 28Q: 3 clusters Score -1461936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1461942.625000 Penalty: 4678.650879
	Iteration 29Q: 3 clusters Score -1461943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1461961.375000 Penalty: 4678.650879
	Iteration 30Q: 3 clusters Score -1461961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1461971.625000 Penalty: 4678.650879
	Iteration 31Q: 3 clusters Score -1461972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1461980.375000 Penalty: 4678.650879
	Iteration 32Q: 3 clusters Score -1461980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1461992.625000 Penalty: 4678.650879
	Iteration 33Q: 3 clusters Score -1461993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1462002.375000 Penalty: 4678.650879
	Iteration 34Q: 3 clusters Score -1462002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1462007.375000 Penalty: 4678.650879
	Iteration 35Q: 3 clusters Score -1462007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1462011.250000 Penalty: 4678.650879
	Iteration 36Q: 3 clusters Score -1462011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1462022.750000 Penalty: 4678.650879
	Iteration 37Q: 3 clusters Score -1462023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1462027.750000 Penalty: 4678.650879
	Iteration 38Q: 3 clusters Score -1462028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1462037.375000 Penalty: 4678.650879
	Iteration 39Q: 3 clusters Score -1462037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1462038.250000 Penalty: 4678.650879
	Iteration 40F: 3 clusters Score -1462038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1462043.000000 Penalty: 4678.650879
	Iteration 41Q: 3 clusters Score -1462043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1462048.125000 Penalty: 4678.650879
	Iteration 42Q: 3 clusters Score -1462048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1462055.250000 Penalty: 4678.650879
	Iteration 43Q: 3 clusters Score -1462055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1462062.375000 Penalty: 4678.650879
	Iteration 44Q: 3 clusters Score -1462062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1462067.750000 Penalty: 4678.650879
	Iteration 45Q: 3 clusters Score -1462068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1462067.875000 Penalty: 4678.650879
	Iteration 46Q: 3 clusters Score -1462068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1462073.500000 Penalty: 4678.650879
	Iteration 47Q: 3 clusters Score -1462074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1462075.000000 Penalty: 4678.650879
	Iteration 48Q: 3 clusters Score -1462075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1462077.625000 Penalty: 4678.650879
	Iteration 49Q: 3 clusters Score -1462078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1462076.875000 Penalty: 4678.650879
	Iteration 50Q: 3 clusters Score -1462077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1462076.250000 Penalty: 4678.650879
	Iteration 51Q: 3 clusters Score -1462076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1462079.750000 Penalty: 4678.650879
	Iteration 52Q: 3 clusters Score -1462080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1462080.125000 Penalty: 4678.650879
	Iteration 53Q: 3 clusters Score -1462080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1462078.750000 Penalty: 4678.650879
	Iteration 54Q: 3 clusters Score -1462079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1462080.125000 Penalty: 4678.650879
	Iteration 55Q: 3 clusters Score -1462080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1462083.625000 Penalty: 4678.650879
	Iteration 56Q: 3 clusters Score -1462084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1462082.625000 Penalty: 4678.650879
	Iteration 57Q: 3 clusters Score -1462083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1462082.250000 Penalty: 4678.650879
	Iteration 58Q: 3 clusters Score -1462082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1462081.250000 Penalty: 4678.650879
	Iteration 59Q: 3 clusters Score -1462081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1462088.125000 Penalty: 4678.650879
	Iteration 60F: 3 clusters Score -1462088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1462085.125000 Penalty: 4678.650879
	Iteration 61Q: 3 clusters Score -1462085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1462085.250000 Penalty: 4678.650879
	Iteration 62Q: 3 clusters Score -1462085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1462088.000000 Penalty: 4678.650879
	Iteration 63Q: 3 clusters Score -1462088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1462090.125000 Penalty: 4678.650879
	Iteration 64Q: 3 clusters Score -1462090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1462091.125000 Penalty: 4678.650879
	Iteration 65Q: 3 clusters Score -1462091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1462091.125000 Penalty: 4678.650879
	Iteration 66F: 3 clusters Score -1462091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -270671.500000 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -270671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -267789.562500 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -267789.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -268334.062500 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -268334.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268477.843750 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -268477.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -268587.687500 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -268587.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -268657.937500 Penalty: 3852.352783
	Iteration 4Q: 3 clusters Score -268657.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -268717.375000 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -268717.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268764.968750 Penalty: 3852.352783
	Iteration 6Q: 3 clusters Score -268765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -268803.250000 Penalty: 3852.352783
	Iteration 7Q: 3 clusters Score -268803.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -268834.187500 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -268834.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -268862.500000 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -268862.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -268878.625000 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -268878.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -268891.593750 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -268891.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -268900.906250 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -268900.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -268913.656250 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -268913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -268921.812500 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -268921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -268928.500000 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -268928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -268935.968750 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -268936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -268943.218750 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -268943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -268951.656250 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -268951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -268960.062500 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -268960.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -268971.125000 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -268971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -268977.843750 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -268977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -268979.093750 Penalty: 3852.352783
	Iteration 22Q: 3 clusters Score -268979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -268981.625000 Penalty: 3852.352783
	Iteration 23Q: 3 clusters Score -268981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -268983.093750 Penalty: 3852.352783
	Iteration 24Q: 3 clusters Score -268983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -268984.750000 Penalty: 3852.352783
	Iteration 25Q: 3 clusters Score -268984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -268986.562500 Penalty: 3852.352783
	Iteration 26Q: 3 clusters Score -268986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -268989.718750 Penalty: 3852.352783
	Iteration 27Q: 3 clusters Score -268989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -268990.500000 Penalty: 3852.352783
	Iteration 28Q: 3 clusters Score -268990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -268990.500000 Penalty: 3852.352783
	Iteration 29F: 3 clusters Score -268990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139466 members 
Entering Unmasked Estep 
Score: -16085083.000000 Penalty: 2937.702881
	Iteration 0F: 2 clusters Score -1.608508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -15991687.000000 Penalty: 5875.405762
	Iteration 0F: 3 clusters Score -1.599169e+07 nChanged 66667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -16029763.000000 Penalty: 5875.405762
	Iteration 1F: 3 clusters Score -1.602976e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -16030889.000000 Penalty: 5875.405762
	Iteration 2Q: 3 clusters Score -1.603089e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -16032205.000000 Penalty: 5875.405762
	Iteration 3Q: 3 clusters Score -1.60322e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -16033816.000000 Penalty: 5875.405762
	Iteration 4Q: 3 clusters Score -1.603382e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -16036319.000000 Penalty: 5875.405762
	Iteration 5Q: 3 clusters Score -1.603632e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -16040094.000000 Penalty: 5875.405762
	Iteration 6F: 3 clusters Score -1.604009e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -16046182.000000 Penalty: 5875.405762
	Iteration 7F: 3 clusters Score -1.604618e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -16054327.000000 Penalty: 5875.405762
	Iteration 8F: 3 clusters Score -1.605433e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -16063740.000000 Penalty: 5875.405762
	Iteration 9F: 3 clusters Score -1.606374e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -16071833.000000 Penalty: 5875.405762
	Iteration 10F: 3 clusters Score -1.607183e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -16077009.000000 Penalty: 5875.405762
	Iteration 11Q: 3 clusters Score -1.607701e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 135473 members 
Entering Unmasked Estep 
Score: -16079885.000000 Penalty: 5875.405762
	Iteration 12Q: 3 clusters Score -1.607988e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 137267 members 
Entering Unmasked Estep 
Score: -16081371.000000 Penalty: 5875.405762
	Iteration 13Q: 3 clusters Score -1.608137e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -16081965.000000 Penalty: 5875.405762
	Iteration 14Q: 3 clusters Score -1.608196e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 138431 members 
Entering Unmasked Estep 
Score: -16082262.000000 Penalty: 5875.405762
	Iteration 15Q: 3 clusters Score -1.608226e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 138621 members 
Entering Unmasked Estep 
Score: -16082428.000000 Penalty: 5875.405762
	Iteration 16Q: 3 clusters Score -1.608243e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 138726 members 
Entering Unmasked Estep 
Score: -16082547.000000 Penalty: 5875.405762
	Iteration 17Q: 3 clusters Score -1.608255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 138790 members 
Entering Unmasked Estep 
Score: -16082630.000000 Penalty: 5875.405762
	Iteration 18Q: 3 clusters Score -1.608263e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 138823 members 
Entering Unmasked Estep 
Score: -16082669.000000 Penalty: 5875.405762
	Iteration 19Q: 3 clusters Score -1.608267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 138846 members 
Entering Unmasked Estep 
Score: -16082704.000000 Penalty: 5875.405762
	Iteration 20F: 3 clusters Score -1.60827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -16082714.000000 Penalty: 5875.405762
	Iteration 21Q: 3 clusters Score -1.608271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -16082737.000000 Penalty: 5875.405762
	Iteration 22Q: 3 clusters Score -1.608274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -16082747.000000 Penalty: 5875.405762
	Iteration 23Q: 3 clusters Score -1.608275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 138888 members 
Entering Unmasked Estep 
Score: -16082767.000000 Penalty: 5875.405762
	Iteration 24Q: 3 clusters Score -1.608277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 138890 members 
Entering Unmasked Estep 
Score: -16082779.000000 Penalty: 5875.405762
	Iteration 25Q: 3 clusters Score -1.608278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -16082780.000000 Penalty: 5875.405762
	Iteration 26Q: 3 clusters Score -1.608278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -16082778.000000 Penalty: 5875.405762
	Iteration 27Q: 3 clusters Score -1.608278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -16082783.000000 Penalty: 5875.405762
	Iteration 28Q: 3 clusters Score -1.608278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -16082768.000000 Penalty: 5875.405762
	Iteration 29Q: 3 clusters Score -1.608277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -16082788.000000 Penalty: 5875.405762
	Iteration 30Q: 3 clusters Score -1.608279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -16082781.000000 Penalty: 5875.405762
	Iteration 31Q: 3 clusters Score -1.608278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -16082781.000000 Penalty: 5875.405762
	Iteration 32F: 3 clusters Score -1.608278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -253205.015625 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -253205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -250252.562500 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -250252.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -251253.250000 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -251253.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251803.750000 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -251803.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -252139.453125 Penalty: 3909.066406
	Iteration 3F: 3 clusters Score -252139.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -252339.140625 Penalty: 3909.066406
	Iteration 4F: 3 clusters Score -252339.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -252461.015625 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -252461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -252553.968750 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -252554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -252615.265625 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -252615.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -252660.500000 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -252660.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -252699.140625 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -252699.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -252720.843750 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -252720.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -252742.500000 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -252742.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -252759.812500 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -252759.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -252771.984375 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -252772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -252778.828125 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -252778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -252784.203125 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -252784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -252788.328125 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -252788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -252791.437500 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -252791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -252798.578125 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -252798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -252801.718750 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -252801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -252801.718750 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -252801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Entering Unmasked Estep 
Score: -2704106.000000 Penalty: 2525.199219
	Iteration 0F: 2 clusters Score -2704106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2685969.500000 Penalty: 5050.398438
	Iteration 0F: 3 clusters Score -2685970 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2692684.750000 Penalty: 5050.398438
	Iteration 1F: 3 clusters Score -2692685 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2693885.250000 Penalty: 5050.398438
	Iteration 2F: 3 clusters Score -2693885 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2695185.250000 Penalty: 5050.398438
	Iteration 3F: 3 clusters Score -2695185 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2696455.500000 Penalty: 5050.398438
	Iteration 4F: 3 clusters Score -2696456 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2697655.000000 Penalty: 5050.398438
	Iteration 5F: 3 clusters Score -2697655 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2698601.500000 Penalty: 5050.398438
	Iteration 6F: 3 clusters Score -2698602 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2699391.250000 Penalty: 5050.398438
	Iteration 7Q: 3 clusters Score -2699391 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2699997.500000 Penalty: 5050.398438
	Iteration 8Q: 3 clusters Score -2699998 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2700489.000000 Penalty: 5050.398438
	Iteration 9Q: 3 clusters Score -2700489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2700913.750000 Penalty: 5050.398438
	Iteration 10Q: 3 clusters Score -2700914 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2701236.750000 Penalty: 5050.398438
	Iteration 11Q: 3 clusters Score -2701237 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2701516.000000 Penalty: 5050.398438
	Iteration 12Q: 3 clusters Score -2701516 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2701754.250000 Penalty: 5050.398438
	Iteration 13Q: 3 clusters Score -2701754 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2701949.750000 Penalty: 5050.398438
	Iteration 14Q: 3 clusters Score -2701950 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2702087.250000 Penalty: 5050.398438
	Iteration 15Q: 3 clusters Score -2702087 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2702185.250000 Penalty: 5050.398438
	Iteration 16Q: 3 clusters Score -2702185 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2702279.000000 Penalty: 5050.398438
	Iteration 17Q: 3 clusters Score -2702279 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2702365.000000 Penalty: 5050.398438
	Iteration 18Q: 3 clusters Score -2702365 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2702434.500000 Penalty: 5050.398438
	Iteration 19Q: 3 clusters Score -2702434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2702492.500000 Penalty: 5050.398438
	Iteration 20F: 3 clusters Score -2702492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2702535.000000 Penalty: 5050.398438
	Iteration 21Q: 3 clusters Score -2702535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2702576.000000 Penalty: 5050.398438
	Iteration 22Q: 3 clusters Score -2702576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2702594.000000 Penalty: 5050.398438
	Iteration 23Q: 3 clusters Score -2702594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2702620.750000 Penalty: 5050.398438
	Iteration 24Q: 3 clusters Score -2702621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2702627.000000 Penalty: 5050.398438
	Iteration 25Q: 3 clusters Score -2702627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2702646.250000 Penalty: 5050.398438
	Iteration 26Q: 3 clusters Score -2702646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2702661.750000 Penalty: 5050.398438
	Iteration 27Q: 3 clusters Score -2702662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2702676.250000 Penalty: 5050.398438
	Iteration 28Q: 3 clusters Score -2702676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2702682.750000 Penalty: 5050.398438
	Iteration 29Q: 3 clusters Score -2702683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2702688.500000 Penalty: 5050.398438
	Iteration 30Q: 3 clusters Score -2702688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2702697.750000 Penalty: 5050.398438
	Iteration 31Q: 3 clusters Score -2702698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2702700.250000 Penalty: 5050.398438
	Iteration 32Q: 3 clusters Score -2702700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -2702702.250000 Penalty: 5050.398438
	Iteration 33Q: 3 clusters Score -2702702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2702705.750000 Penalty: 5050.398438
	Iteration 34Q: 3 clusters Score -2702706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2702708.000000 Penalty: 5050.398438
	Iteration 35Q: 3 clusters Score -2702708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2702715.000000 Penalty: 5050.398438
	Iteration 36Q: 3 clusters Score -2702715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2702712.000000 Penalty: 5050.398438
	Iteration 37Q: 3 clusters Score -2702712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2702714.500000 Penalty: 5050.398438
	Iteration 38Q: 3 clusters Score -2702714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2702721.750000 Penalty: 5050.398438
	Iteration 39Q: 3 clusters Score -2702722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2702720.250000 Penalty: 5050.398438
	Iteration 40F: 3 clusters Score -2702720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2702724.750000 Penalty: 5050.398438
	Iteration 41Q: 3 clusters Score -2702725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2702724.000000 Penalty: 5050.398438
	Iteration 42Q: 3 clusters Score -2702724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2702728.250000 Penalty: 5050.398438
	Iteration 43Q: 3 clusters Score -2702728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2702731.000000 Penalty: 5050.398438
	Iteration 44Q: 3 clusters Score -2702731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2702729.500000 Penalty: 5050.398438
	Iteration 45Q: 3 clusters Score -2702730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -2702730.250000 Penalty: 5050.398438
	Iteration 46Q: 3 clusters Score -2702730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2702731.250000 Penalty: 5050.398438
	Iteration 47Q: 3 clusters Score -2702731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2702733.000000 Penalty: 5050.398438
	Iteration 48Q: 3 clusters Score -2702733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2702730.750000 Penalty: 5050.398438
	Iteration 49Q: 3 clusters Score -2702731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2702731.250000 Penalty: 5050.398438
	Iteration 50Q: 3 clusters Score -2702731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2702733.250000 Penalty: 5050.398438
	Iteration 51Q: 3 clusters Score -2702733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2702738.750000 Penalty: 5050.398438
	Iteration 52Q: 3 clusters Score -2702739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2702738.750000 Penalty: 5050.398438
	Iteration 53Q: 3 clusters Score -2702739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2702740.250000 Penalty: 5050.398438
	Iteration 54Q: 3 clusters Score -2702740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2702740.500000 Penalty: 5050.398438
	Iteration 55Q: 3 clusters Score -2702740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2702739.500000 Penalty: 5050.398438
	Iteration 56Q: 3 clusters Score -2702740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2702739.500000 Penalty: 5050.398438
	Iteration 57F: 3 clusters Score -2702740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1605860.500000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1605860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1595829.750000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1595830 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1599020.375000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1599020 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1599438.000000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1599438 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1599838.000000 Penalty: 4727.758789
	Iteration 3F: 3 clusters Score -1599838 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1600336.750000 Penalty: 4727.758789
	Iteration 4F: 3 clusters Score -1600337 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1600892.875000 Penalty: 4727.758789
	Iteration 5F: 3 clusters Score -1600893 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1601584.625000 Penalty: 4727.758789
	Iteration 6F: 3 clusters Score -1601585 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1602481.000000 Penalty: 4727.758789
	Iteration 7F: 3 clusters Score -1602481 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1603618.500000 Penalty: 4727.758789
	Iteration 8F: 3 clusters Score -1603618 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1604783.750000 Penalty: 4727.758789
	Iteration 9F: 3 clusters Score -1604784 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1605637.750000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1605638 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1606104.750000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1606105 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1606273.000000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1606273 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1606354.000000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1606354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1606399.125000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1606399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1606450.375000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1606450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1606475.625000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1606476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1606489.250000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1606489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1606511.000000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1606511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1606525.375000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1606525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1606544.375000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1606544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1606555.875000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1606556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1606564.375000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1606564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1606573.125000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1606573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1606583.000000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1606583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1606590.375000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1606590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1606589.875000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1606590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1606591.375000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1606591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1606599.375000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1606599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1606601.625000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1606602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1606599.375000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -1606599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1606604.000000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -1606604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1606607.000000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -1606607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1606605.500000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -1606606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1606606.125000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -1606606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1606604.250000 Penalty: 4727.758789
	Iteration 35Q: 3 clusters Score -1606604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1606604.625000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -1606605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1606607.000000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -1606607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1606607.125000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -1606607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1606607.000000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -1606607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1606607.000000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -1606607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 6961 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Entering Unmasked Estep 
Score: -212264896.000000 Penalty: 348529.687500
Splitting cluster 26 changes total score from -212262896.000000 to -212264896.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 27 (9562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Entering Unmasked Estep 
Score: -1046281.312500 Penalty: 2273.056885
	Iteration 0F: 2 clusters Score -1046281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1038883.312500 Penalty: 4546.113770
	Iteration 0F: 3 clusters Score -1038883 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1041329.312500 Penalty: 4546.113770
	Iteration 1F: 3 clusters Score -1041329 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1041809.312500 Penalty: 4546.113770
	Iteration 2F: 3 clusters Score -1041809 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1042212.062500 Penalty: 4546.113770
	Iteration 3F: 3 clusters Score -1042212 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1042579.000000 Penalty: 4546.113770
	Iteration 4F: 3 clusters Score -1042579 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1042927.750000 Penalty: 4546.113770
	Iteration 5F: 3 clusters Score -1042928 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1043268.562500 Penalty: 4546.113770
	Iteration 6Q: 3 clusters Score -1043269 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1043589.187500 Penalty: 4546.113770
	Iteration 7Q: 3 clusters Score -1043589 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1043836.625000 Penalty: 4546.113770
	Iteration 8Q: 3 clusters Score -1043837 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1044009.812500 Penalty: 4546.113770
	Iteration 9Q: 3 clusters Score -1044010 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1044137.437500 Penalty: 4546.113770
	Iteration 10Q: 3 clusters Score -1044137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1044209.375000 Penalty: 4546.113770
	Iteration 11Q: 3 clusters Score -1044209 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1044256.562500 Penalty: 4546.113770
	Iteration 12Q: 3 clusters Score -1044257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1044286.312500 Penalty: 4546.113770
	Iteration 13Q: 3 clusters Score -1044286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1044312.187500 Penalty: 4546.113770
	Iteration 14Q: 3 clusters Score -1044312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1044333.250000 Penalty: 4546.113770
	Iteration 15Q: 3 clusters Score -1044333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1044350.312500 Penalty: 4546.113770
	Iteration 16Q: 3 clusters Score -1044350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1044366.000000 Penalty: 4546.113770
	Iteration 17Q: 3 clusters Score -1044366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1044373.625000 Penalty: 4546.113770
	Iteration 18Q: 3 clusters Score -1044374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1044377.562500 Penalty: 4546.113770
	Iteration 19Q: 3 clusters Score -1044378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1044383.687500 Penalty: 4546.113770
	Iteration 20F: 3 clusters Score -1044384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1044387.562500 Penalty: 4546.113770
	Iteration 21Q: 3 clusters Score -1044388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1044394.687500 Penalty: 4546.113770
	Iteration 22Q: 3 clusters Score -1044395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1044398.687500 Penalty: 4546.113770
	Iteration 23Q: 3 clusters Score -1044399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1044405.687500 Penalty: 4546.113770
	Iteration 24Q: 3 clusters Score -1044406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1044411.500000 Penalty: 4546.113770
	Iteration 25Q: 3 clusters Score -1044412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1044419.062500 Penalty: 4546.113770
	Iteration 26Q: 3 clusters Score -1044419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1044420.312500 Penalty: 4546.113770
	Iteration 27Q: 3 clusters Score -1044420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1044422.062500 Penalty: 4546.113770
	Iteration 28Q: 3 clusters Score -1044422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1044423.625000 Penalty: 4546.113770
	Iteration 29Q: 3 clusters Score -1044424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1044424.687500 Penalty: 4546.113770
	Iteration 30Q: 3 clusters Score -1044425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1044430.687500 Penalty: 4546.113770
	Iteration 31Q: 3 clusters Score -1044431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1044434.500000 Penalty: 4546.113770
	Iteration 32Q: 3 clusters Score -1044434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1044436.812500 Penalty: 4546.113770
	Iteration 33Q: 3 clusters Score -1044437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1044442.750000 Penalty: 4546.113770
	Iteration 34Q: 3 clusters Score -1044443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1044445.375000 Penalty: 4546.113770
	Iteration 35Q: 3 clusters Score -1044445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1044447.750000 Penalty: 4546.113770
	Iteration 36Q: 3 clusters Score -1044448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1044447.437500 Penalty: 4546.113770
	Iteration 37Q: 3 clusters Score -1044447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1044445.500000 Penalty: 4546.113770
	Iteration 38Q: 3 clusters Score -1044446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1044446.812500 Penalty: 4546.113770
	Iteration 39Q: 3 clusters Score -1044447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1044446.937500 Penalty: 4546.113770
	Iteration 40F: 3 clusters Score -1044447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Entering Unmasked Estep 
Score: -1303845.000000 Penalty: 2341.460449
	Iteration 0F: 2 clusters Score -1303845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1294626.875000 Penalty: 4682.920898
	Iteration 0F: 3 clusters Score -1294627 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1298128.375000 Penalty: 4682.920898
	Iteration 1F: 3 clusters Score -1298128 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1299366.750000 Penalty: 4682.920898
	Iteration 2F: 3 clusters Score -1299367 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1300525.125000 Penalty: 4682.920898
	Iteration 3F: 3 clusters Score -1300525 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1301457.750000 Penalty: 4682.920898
	Iteration 4F: 3 clusters Score -1301458 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1302066.750000 Penalty: 4682.920898
	Iteration 5F: 3 clusters Score -1302067 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1302418.000000 Penalty: 4682.920898
	Iteration 6Q: 3 clusters Score -1302418 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1302630.625000 Penalty: 4682.920898
	Iteration 7Q: 3 clusters Score -1302631 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1302769.250000 Penalty: 4682.920898
	Iteration 8Q: 3 clusters Score -1302769 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1302855.875000 Penalty: 4682.920898
	Iteration 9Q: 3 clusters Score -1302856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1302911.750000 Penalty: 4682.920898
	Iteration 10Q: 3 clusters Score -1302912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1302943.875000 Penalty: 4682.920898
	Iteration 11Q: 3 clusters Score -1302944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1302974.375000 Penalty: 4682.920898
	Iteration 12Q: 3 clusters Score -1302974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1302998.375000 Penalty: 4682.920898
	Iteration 13Q: 3 clusters Score -1302998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1303020.875000 Penalty: 4682.920898
	Iteration 14Q: 3 clusters Score -1303021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1303038.000000 Penalty: 4682.920898
	Iteration 15Q: 3 clusters Score -1303038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1303052.625000 Penalty: 4682.920898
	Iteration 16Q: 3 clusters Score -1303053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1303064.375000 Penalty: 4682.920898
	Iteration 17Q: 3 clusters Score -1303064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1303067.625000 Penalty: 4682.920898
	Iteration 18Q: 3 clusters Score -1303068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1303075.250000 Penalty: 4682.920898
	Iteration 19Q: 3 clusters Score -1303075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1303081.875000 Penalty: 4682.920898
	Iteration 20F: 3 clusters Score -1303082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1303086.250000 Penalty: 4682.920898
	Iteration 21Q: 3 clusters Score -1303086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1303091.375000 Penalty: 4682.920898
	Iteration 22Q: 3 clusters Score -1303091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1303095.875000 Penalty: 4682.920898
	Iteration 23Q: 3 clusters Score -1303096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1303096.625000 Penalty: 4682.920898
	Iteration 24Q: 3 clusters Score -1303097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1303101.750000 Penalty: 4682.920898
	Iteration 25Q: 3 clusters Score -1303102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1303104.375000 Penalty: 4682.920898
	Iteration 26Q: 3 clusters Score -1303104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1303104.375000 Penalty: 4682.920898
	Iteration 27Q: 3 clusters Score -1303104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1303107.000000 Penalty: 4682.920898
	Iteration 28Q: 3 clusters Score -1303107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1303106.250000 Penalty: 4682.920898
	Iteration 29Q: 3 clusters Score -1303106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1303107.500000 Penalty: 4682.920898
	Iteration 30Q: 3 clusters Score -1303108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1303112.625000 Penalty: 4682.920898
	Iteration 31Q: 3 clusters Score -1303113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1303112.125000 Penalty: 4682.920898
	Iteration 32Q: 3 clusters Score -1303112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1303110.500000 Penalty: 4682.920898
	Iteration 33Q: 3 clusters Score -1303110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1303118.875000 Penalty: 4682.920898
	Iteration 34Q: 3 clusters Score -1303119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1303121.250000 Penalty: 4682.920898
	Iteration 35Q: 3 clusters Score -1303121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1303121.750000 Penalty: 4682.920898
	Iteration 36Q: 3 clusters Score -1303122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1303125.750000 Penalty: 4682.920898
	Iteration 37Q: 3 clusters Score -1303126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1303127.625000 Penalty: 4682.920898
	Iteration 38Q: 3 clusters Score -1303128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1303135.125000 Penalty: 4682.920898
	Iteration 39Q: 3 clusters Score -1303135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1303141.000000 Penalty: 4682.920898
	Iteration 40F: 3 clusters Score -1303141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1303146.500000 Penalty: 4682.920898
	Iteration 41Q: 3 clusters Score -1303146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1303149.000000 Penalty: 4682.920898
	Iteration 42Q: 3 clusters Score -1303149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1303153.750000 Penalty: 4682.920898
	Iteration 43Q: 3 clusters Score -1303154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1303155.625000 Penalty: 4682.920898
	Iteration 44Q: 3 clusters Score -1303156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1303156.000000 Penalty: 4682.920898
	Iteration 45Q: 3 clusters Score -1303156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1303163.875000 Penalty: 4682.920898
	Iteration 46Q: 3 clusters Score -1303164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1303164.375000 Penalty: 4682.920898
	Iteration 47Q: 3 clusters Score -1303164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1303167.625000 Penalty: 4682.920898
	Iteration 48Q: 3 clusters Score -1303168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1303166.500000 Penalty: 4682.920898
	Iteration 49Q: 3 clusters Score -1303166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1303168.750000 Penalty: 4682.920898
	Iteration 50Q: 3 clusters Score -1303169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1303171.250000 Penalty: 4682.920898
	Iteration 51Q: 3 clusters Score -1303171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1303171.750000 Penalty: 4682.920898
	Iteration 52Q: 3 clusters Score -1303172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1303172.250000 Penalty: 4682.920898
	Iteration 53Q: 3 clusters Score -1303172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1303174.250000 Penalty: 4682.920898
	Iteration 54Q: 3 clusters Score -1303174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1303173.750000 Penalty: 4682.920898
	Iteration 55Q: 3 clusters Score -1303174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1303173.250000 Penalty: 4682.920898
	Iteration 56Q: 3 clusters Score -1303173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1303176.750000 Penalty: 4682.920898
	Iteration 57Q: 3 clusters Score -1303177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1303178.125000 Penalty: 4682.920898
	Iteration 58Q: 3 clusters Score -1303178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1303177.375000 Penalty: 4682.920898
	Iteration 59Q: 3 clusters Score -1303177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1303177.000000 Penalty: 4682.920898
	Iteration 60F: 3 clusters Score -1303177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1303175.250000 Penalty: 4682.920898
	Iteration 61Q: 3 clusters Score -1303175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1303179.000000 Penalty: 4682.920898
	Iteration 62Q: 3 clusters Score -1303179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1303181.750000 Penalty: 4682.920898
	Iteration 63Q: 3 clusters Score -1303182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1303182.625000 Penalty: 4682.920898
	Iteration 64Q: 3 clusters Score -1303183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1303189.000000 Penalty: 4682.920898
	Iteration 65Q: 3 clusters Score -1303189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1303187.875000 Penalty: 4682.920898
	Iteration 66Q: 3 clusters Score -1303188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1303187.750000 Penalty: 4682.920898
	Iteration 67Q: 3 clusters Score -1303188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1303191.250000 Penalty: 4682.920898
	Iteration 68Q: 3 clusters Score -1303191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1303191.000000 Penalty: 4682.920898
	Iteration 69Q: 3 clusters Score -1303191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1303190.000000 Penalty: 4682.920898
	Iteration 70Q: 3 clusters Score -1303190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1303193.750000 Penalty: 4682.920898
	Iteration 71Q: 3 clusters Score -1303194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1303192.625000 Penalty: 4682.920898
	Iteration 72Q: 3 clusters Score -1303193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1303192.625000 Penalty: 4682.920898
	Iteration 73F: 3 clusters Score -1303193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Entering Unmasked Estep 
Score: -1437198.000000 Penalty: 2350.372803
	Iteration 0F: 2 clusters Score -1437198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1427550.750000 Penalty: 4700.745605
	Iteration 0F: 3 clusters Score -1427551 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1431167.875000 Penalty: 4700.745605
	Iteration 1F: 3 clusters Score -1431168 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1433047.375000 Penalty: 4700.745605
	Iteration 2F: 3 clusters Score -1433047 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1435225.375000 Penalty: 4700.745605
	Iteration 3F: 3 clusters Score -1435225 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1436393.625000 Penalty: 4700.745605
	Iteration 4F: 3 clusters Score -1436394 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1436844.625000 Penalty: 4700.745605
	Iteration 5F: 3 clusters Score -1436845 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1437065.750000 Penalty: 4700.745605
	Iteration 6Q: 3 clusters Score -1437066 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1437222.750000 Penalty: 4700.745605
	Iteration 7Q: 3 clusters Score -1437223 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1437350.500000 Penalty: 4700.745605
	Iteration 8Q: 3 clusters Score -1437350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1437422.750000 Penalty: 4700.745605
	Iteration 9Q: 3 clusters Score -1437423 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1437479.250000 Penalty: 4700.745605
	Iteration 10Q: 3 clusters Score -1437479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1437527.000000 Penalty: 4700.745605
	Iteration 11Q: 3 clusters Score -1437527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1437566.625000 Penalty: 4700.745605
	Iteration 12Q: 3 clusters Score -1437567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1437595.875000 Penalty: 4700.745605
	Iteration 13Q: 3 clusters Score -1437596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1437616.125000 Penalty: 4700.745605
	Iteration 14Q: 3 clusters Score -1437616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1437645.000000 Penalty: 4700.745605
	Iteration 15Q: 3 clusters Score -1437645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1437684.500000 Penalty: 4700.745605
	Iteration 16Q: 3 clusters Score -1437684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1437725.250000 Penalty: 4700.745605
	Iteration 17Q: 3 clusters Score -1437725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1437759.750000 Penalty: 4700.745605
	Iteration 18Q: 3 clusters Score -1437760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1437812.625000 Penalty: 4700.745605
	Iteration 19Q: 3 clusters Score -1437813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1437871.875000 Penalty: 4700.745605
	Iteration 20F: 3 clusters Score -1437872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1437915.875000 Penalty: 4700.745605
	Iteration 21Q: 3 clusters Score -1437916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1437977.250000 Penalty: 4700.745605
	Iteration 22Q: 3 clusters Score -1437977 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1438049.625000 Penalty: 4700.745605
	Iteration 23Q: 3 clusters Score -1438050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1438156.000000 Penalty: 4700.745605
	Iteration 24Q: 3 clusters Score -1438156 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1438327.375000 Penalty: 4700.745605
	Iteration 25Q: 3 clusters Score -1438327 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1438556.750000 Penalty: 4700.745605
	Iteration 26Q: 3 clusters Score -1438557 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1438695.750000 Penalty: 4700.745605
	Iteration 27Q: 3 clusters Score -1438696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1438774.125000 Penalty: 4700.745605
	Iteration 28Q: 3 clusters Score -1438774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1438829.375000 Penalty: 4700.745605
	Iteration 29Q: 3 clusters Score -1438829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1438859.500000 Penalty: 4700.745605
	Iteration 30Q: 3 clusters Score -1438860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1438886.375000 Penalty: 4700.745605
	Iteration 31Q: 3 clusters Score -1438886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1438903.000000 Penalty: 4700.745605
	Iteration 32Q: 3 clusters Score -1438903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1438909.875000 Penalty: 4700.745605
	Iteration 33Q: 3 clusters Score -1438910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1438923.125000 Penalty: 4700.745605
	Iteration 34Q: 3 clusters Score -1438923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1438924.500000 Penalty: 4700.745605
	Iteration 35Q: 3 clusters Score -1438924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1438927.375000 Penalty: 4700.745605
	Iteration 36Q: 3 clusters Score -1438927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1438926.625000 Penalty: 4700.745605
	Iteration 37Q: 3 clusters Score -1438927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1438930.625000 Penalty: 4700.745605
	Iteration 38Q: 3 clusters Score -1438931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1438933.375000 Penalty: 4700.745605
	Iteration 39Q: 3 clusters Score -1438933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1438936.125000 Penalty: 4700.745605
	Iteration 40F: 3 clusters Score -1438936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1438937.625000 Penalty: 4700.745605
	Iteration 41Q: 3 clusters Score -1438938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1438940.250000 Penalty: 4700.745605
	Iteration 42Q: 3 clusters Score -1438940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1438938.875000 Penalty: 4700.745605
	Iteration 43Q: 3 clusters Score -1438939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1438938.750000 Penalty: 4700.745605
	Iteration 44Q: 3 clusters Score -1438939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1438938.750000 Penalty: 4700.745605
	Iteration 45F: 3 clusters Score -1438939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 6961 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Entering Unmasked Estep 
Score: -212265280.000000 Penalty: 352122.781250
Splitting cluster 29 changes total score from -212262896.000000 to -212265280.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 30 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -462754.281250 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -462754.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -458724.000000 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -458724 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459763.281250 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -459763.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -460136.593750 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -460136.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -460434.562500 Penalty: 4157.161133
	Iteration 3F: 3 clusters Score -460434.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -460679.718750 Penalty: 4157.161133
	Iteration 4F: 3 clusters Score -460679.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -460888.750000 Penalty: 4157.161133
	Iteration 5F: 3 clusters Score -460888.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -461100.843750 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -461100.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -461322.812500 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -461322.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -461608.500000 Penalty: 4157.161133
	Iteration 8F: 3 clusters Score -461608.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -461985.718750 Penalty: 4157.161133
	Iteration 9F: 3 clusters Score -461985.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -462517.000000 Penalty: 4157.161133
	Iteration 10F: 3 clusters Score -462517 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -463278.343750 Penalty: 4157.161133
	Iteration 11F: 3 clusters Score -463278.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -463725.250000 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -463725.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -463844.625000 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -463844.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -463913.875000 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -463913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -463952.500000 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -463952.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -463979.843750 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -463979.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -463998.687500 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -463998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -464004.250000 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -464004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -464006.812500 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -464006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -464007.843750 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -464007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 6961 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Entering Unmasked Estep 
Score: -212265744.000000 Penalty: 355715.875000
Splitting cluster 30 changes total score from -212262896.000000 to -212265744.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 31 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -247779.750000 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -247779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -244791.703125 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -244791.7 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -245478.031250 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -245478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -245745.937500 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -245745.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -246094.859375 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -246094.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -246480.937500 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -246480.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -246846.625000 Penalty: 3906.624512
	Iteration 5F: 3 clusters Score -246846.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -247110.625000 Penalty: 3906.624512
	Iteration 6F: 3 clusters Score -247110.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -247269.062500 Penalty: 3906.624512
	Iteration 7F: 3 clusters Score -247269.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -247346.843750 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -247346.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -247398.500000 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -247398.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -247444.156250 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -247444.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -247476.015625 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -247476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -247505.859375 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -247505.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -247527.500000 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -247527.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -247543.406250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -247543.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -247560.375000 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -247560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -247568.718750 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -247568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -247576.593750 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -247576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -247580.500000 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -247580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -247583.000000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -247583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -247584.046875 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -247584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -247583.937500 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -247583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -247585.359375 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -247585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -247586.109375 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -247586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -247586.109375 Penalty: 3906.624512
	Iteration 24F: 3 clusters Score -247586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -809653.125000 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -809653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -803775.875000 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -803775.9 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -805361.000000 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -805361 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -805643.875000 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -805643.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -805843.750000 Penalty: 4394.877930
	Iteration 3F: 3 clusters Score -805843.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -805982.187500 Penalty: 4394.877930
	Iteration 4Q: 3 clusters Score -805982.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -806077.250000 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -806077.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -806143.375000 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -806143.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -806197.687500 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -806197.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -806239.750000 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -806239.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -806265.625000 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -806265.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -806289.875000 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -806289.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -806311.687500 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -806311.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -806339.937500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -806339.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -806360.937500 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -806360.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -806379.937500 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -806379.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -806398.250000 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -806398.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -806413.187500 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -806413.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -806427.125000 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -806427.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -806443.125000 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -806443.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -806458.687500 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -806458.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -806477.500000 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -806477.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -806500.500000 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -806500.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -806532.125000 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -806532.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -806565.812500 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -806565.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -806598.875000 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -806598.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -806638.000000 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -806638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -806668.375000 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -806668.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -806697.687500 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -806697.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -806724.687500 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -806724.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -806755.875000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -806755.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -806793.312500 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -806793.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -806824.812500 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -806824.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -806858.625000 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -806858.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -806907.312500 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -806907.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -806958.312500 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -806958.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -807007.875000 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -807007.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -807062.437500 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -807062.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -807104.687500 Penalty: 4394.877930
	Iteration 37Q: 3 clusters Score -807104.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -807150.687500 Penalty: 4394.877930
	Iteration 38Q: 3 clusters Score -807150.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -807197.125000 Penalty: 4394.877930
	Iteration 39Q: 3 clusters Score -807197.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -807247.875000 Penalty: 4394.877930
	Iteration 40F: 3 clusters Score -807247.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -807287.625000 Penalty: 4394.877930
	Iteration 41Q: 3 clusters Score -807287.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -807334.812500 Penalty: 4394.877930
	Iteration 42Q: 3 clusters Score -807334.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -807378.125000 Penalty: 4394.877930
	Iteration 43Q: 3 clusters Score -807378.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -807428.437500 Penalty: 4394.877930
	Iteration 44Q: 3 clusters Score -807428.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -807484.562500 Penalty: 4394.877930
	Iteration 45Q: 3 clusters Score -807484.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -807552.937500 Penalty: 4394.877930
	Iteration 46Q: 3 clusters Score -807552.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -807619.812500 Penalty: 4394.877930
	Iteration 47Q: 3 clusters Score -807619.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -807676.000000 Penalty: 4394.877930
	Iteration 48Q: 3 clusters Score -807676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -807728.625000 Penalty: 4394.877930
	Iteration 49Q: 3 clusters Score -807728.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -807758.937500 Penalty: 4394.877930
	Iteration 50Q: 3 clusters Score -807758.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -807783.062500 Penalty: 4394.877930
	Iteration 51Q: 3 clusters Score -807783.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -807802.562500 Penalty: 4394.877930
	Iteration 52Q: 3 clusters Score -807802.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -807821.500000 Penalty: 4394.877930
	Iteration 53Q: 3 clusters Score -807821.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -807832.312500 Penalty: 4394.877930
	Iteration 54Q: 3 clusters Score -807832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -807840.875000 Penalty: 4394.877930
	Iteration 55Q: 3 clusters Score -807840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -807842.875000 Penalty: 4394.877930
	Iteration 56Q: 3 clusters Score -807842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -807850.062500 Penalty: 4394.877930
	Iteration 57Q: 3 clusters Score -807850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -807856.187500 Penalty: 4394.877930
	Iteration 58Q: 3 clusters Score -807856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -807857.000000 Penalty: 4394.877930
	Iteration 59Q: 3 clusters Score -807857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -807859.187500 Penalty: 4394.877930
	Iteration 60F: 3 clusters Score -807859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -807860.062500 Penalty: 4394.877930
	Iteration 61Q: 3 clusters Score -807860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -807861.312500 Penalty: 4394.877930
	Iteration 62Q: 3 clusters Score -807861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -807861.500000 Penalty: 4394.877930
	Iteration 63Q: 3 clusters Score -807861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -807862.750000 Penalty: 4394.877930
	Iteration 64Q: 3 clusters Score -807862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -807864.812500 Penalty: 4394.877930
	Iteration 65Q: 3 clusters Score -807864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -807869.062500 Penalty: 4394.877930
	Iteration 66Q: 3 clusters Score -807869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -807872.812500 Penalty: 4394.877930
	Iteration 67Q: 3 clusters Score -807872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -807875.875000 Penalty: 4394.877930
	Iteration 68Q: 3 clusters Score -807875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -807880.687500 Penalty: 4394.877930
	Iteration 69Q: 3 clusters Score -807880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -807881.750000 Penalty: 4394.877930
	Iteration 70Q: 3 clusters Score -807881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -807883.062500 Penalty: 4394.877930
	Iteration 71Q: 3 clusters Score -807883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -807885.500000 Penalty: 4394.877930
	Iteration 72Q: 3 clusters Score -807885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -807886.562500 Penalty: 4394.877930
	Iteration 73Q: 3 clusters Score -807886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -807888.437500 Penalty: 4394.877930
	Iteration 74Q: 3 clusters Score -807888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -807888.437500 Penalty: 4394.877930
	Iteration 75F: 3 clusters Score -807888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (173382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173382 members 
Entering Unmasked Estep 
Score: -18400954.000000 Penalty: 2991.686523
	Iteration 0F: 2 clusters Score -1.840095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -18284490.000000 Penalty: 5983.373047
	Iteration 0F: 3 clusters Score -1.828449e+07 nChanged 83314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -18334156.000000 Penalty: 5983.373047
	Iteration 1F: 3 clusters Score -1.833416e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -18336662.000000 Penalty: 5983.373047
	Iteration 2Q: 3 clusters Score -1.833666e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -18340278.000000 Penalty: 5983.373047
	Iteration 3Q: 3 clusters Score -1.834028e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -18345276.000000 Penalty: 5983.373047
	Iteration 4F: 3 clusters Score -1.834528e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -18351342.000000 Penalty: 5983.373047
	Iteration 5F: 3 clusters Score -1.835134e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -18358084.000000 Penalty: 5983.373047
	Iteration 6F: 3 clusters Score -1.835808e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -18364332.000000 Penalty: 5983.373047
	Iteration 7F: 3 clusters Score -1.836433e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -18369066.000000 Penalty: 5983.373047
	Iteration 8Q: 3 clusters Score -1.836907e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -18373244.000000 Penalty: 5983.373047
	Iteration 9Q: 3 clusters Score -1.837324e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -18376346.000000 Penalty: 5983.373047
	Iteration 10Q: 3 clusters Score -1.837635e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 132160 members 
Entering Unmasked Estep 
Score: -18378800.000000 Penalty: 5983.373047
	Iteration 11Q: 3 clusters Score -1.83788e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 136174 members 
Entering Unmasked Estep 
Score: -18380764.000000 Penalty: 5983.373047
	Iteration 12Q: 3 clusters Score -1.838076e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 140051 members 
Entering Unmasked Estep 
Score: -18382546.000000 Penalty: 5983.373047
	Iteration 13Q: 3 clusters Score -1.838255e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -18384214.000000 Penalty: 5983.373047
	Iteration 14Q: 3 clusters Score -1.838421e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -18385948.000000 Penalty: 5983.373047
	Iteration 15Q: 3 clusters Score -1.838595e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 150891 members 
Entering Unmasked Estep 
Score: -18387614.000000 Penalty: 5983.373047
	Iteration 16Q: 3 clusters Score -1.838761e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -18389384.000000 Penalty: 5983.373047
	Iteration 17Q: 3 clusters Score -1.838938e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -18391170.000000 Penalty: 5983.373047
	Iteration 18Q: 3 clusters Score -1.839117e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 160026 members 
Entering Unmasked Estep 
Score: -18392910.000000 Penalty: 5983.373047
	Iteration 19Q: 3 clusters Score -1.839291e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 162494 members 
Entering Unmasked Estep 
Score: -18394462.000000 Penalty: 5983.373047
	Iteration 20F: 3 clusters Score -1.839446e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 164551 members 
Entering Unmasked Estep 
Score: -18395816.000000 Penalty: 5983.373047
	Iteration 21Q: 3 clusters Score -1.839582e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 166217 members 
Entering Unmasked Estep 
Score: -18396910.000000 Penalty: 5983.373047
	Iteration 22Q: 3 clusters Score -1.839691e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -18397764.000000 Penalty: 5983.373047
	Iteration 23Q: 3 clusters Score -1.839776e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 168528 members 
Entering Unmasked Estep 
Score: -18398408.000000 Penalty: 5983.373047
	Iteration 24Q: 3 clusters Score -1.839841e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 169248 members 
Entering Unmasked Estep 
Score: -18398842.000000 Penalty: 5983.373047
	Iteration 25Q: 3 clusters Score -1.839884e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -18399196.000000 Penalty: 5983.373047
	Iteration 26Q: 3 clusters Score -1.83992e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -18399422.000000 Penalty: 5983.373047
	Iteration 27Q: 3 clusters Score -1.839942e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -18399642.000000 Penalty: 5983.373047
	Iteration 28Q: 3 clusters Score -1.839964e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 170579 members 
Entering Unmasked Estep 
Score: -18399742.000000 Penalty: 5983.373047
	Iteration 29Q: 3 clusters Score -1.839974e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -18399800.000000 Penalty: 5983.373047
	Iteration 30Q: 3 clusters Score -1.83998e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -18399856.000000 Penalty: 5983.373047
	Iteration 31Q: 3 clusters Score -1.839986e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -18399922.000000 Penalty: 5983.373047
	Iteration 32Q: 3 clusters Score -1.839992e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -18399982.000000 Penalty: 5983.373047
	Iteration 33Q: 3 clusters Score -1.839998e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -18400014.000000 Penalty: 5983.373047
	Iteration 34Q: 3 clusters Score -1.840001e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -18400058.000000 Penalty: 5983.373047
	Iteration 35Q: 3 clusters Score -1.840006e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 171107 members 
Entering Unmasked Estep 
Score: -18400076.000000 Penalty: 5983.373047
	Iteration 36Q: 3 clusters Score -1.840008e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 171144 members 
Entering Unmasked Estep 
Score: -18400082.000000 Penalty: 5983.373047
	Iteration 37Q: 3 clusters Score -1.840008e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -18400116.000000 Penalty: 5983.373047
	Iteration 38Q: 3 clusters Score -1.840012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -18400136.000000 Penalty: 5983.373047
	Iteration 39Q: 3 clusters Score -1.840014e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -18400156.000000 Penalty: 5983.373047
	Iteration 40F: 3 clusters Score -1.840016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -18400184.000000 Penalty: 5983.373047
	Iteration 41Q: 3 clusters Score -1.840018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 171240 members 
Entering Unmasked Estep 
Score: -18400188.000000 Penalty: 5983.373047
	Iteration 42Q: 3 clusters Score -1.840019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -18400210.000000 Penalty: 5983.373047
	Iteration 43Q: 3 clusters Score -1.840021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 171258 members 
Entering Unmasked Estep 
Score: -18400222.000000 Penalty: 5983.373047
	Iteration 44Q: 3 clusters Score -1.840022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -18400226.000000 Penalty: 5983.373047
	Iteration 45Q: 3 clusters Score -1.840023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -18400236.000000 Penalty: 5983.373047
	Iteration 46Q: 3 clusters Score -1.840024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -18400214.000000 Penalty: 5983.373047
	Iteration 47Q: 3 clusters Score -1.840021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -18400234.000000 Penalty: 5983.373047
	Iteration 48Q: 3 clusters Score -1.840023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 171280 members 
Entering Unmasked Estep 
Score: -18400248.000000 Penalty: 5983.373047
	Iteration 49Q: 3 clusters Score -1.840025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -18400244.000000 Penalty: 5983.373047
	Iteration 50Q: 3 clusters Score -1.840024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -18400236.000000 Penalty: 5983.373047
	Iteration 51Q: 3 clusters Score -1.840024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 171283 members 
Entering Unmasked Estep 
Score: -18400228.000000 Penalty: 5983.373047
	Iteration 52Q: 3 clusters Score -1.840023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 171285 members 
Entering Unmasked Estep 
Score: -18400232.000000 Penalty: 5983.373047
	Iteration 53Q: 3 clusters Score -1.840023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -18400230.000000 Penalty: 5983.373047
	Iteration 54Q: 3 clusters Score -1.840023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -18400218.000000 Penalty: 5983.373047
	Iteration 55Q: 3 clusters Score -1.840022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -18400232.000000 Penalty: 5983.373047
	Iteration 56Q: 3 clusters Score -1.840023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -18400234.000000 Penalty: 5983.373047
	Iteration 57Q: 3 clusters Score -1.840023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -18400234.000000 Penalty: 5983.373047
	Iteration 58Q: 3 clusters Score -1.840023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -18400234.000000 Penalty: 5983.373047
	Iteration 59F: 3 clusters Score -1.840023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -471900.000000 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -471900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -467382.500000 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -467382.5 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -468660.937500 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -468660.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -469043.781250 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -469043.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -469397.562500 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -469397.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -469705.687500 Penalty: 4220.443848
	Iteration 4F: 3 clusters Score -469705.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -469943.718750 Penalty: 4220.443848
	Iteration 5F: 3 clusters Score -469943.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -470141.750000 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -470141.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -470292.625000 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -470292.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -470434.562500 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -470434.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -470573.031250 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -470573 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -470711.250000 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -470711.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -470884.312500 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -470884.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -471024.656250 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -471024.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -471125.531250 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -471125.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -471222.687500 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -471222.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -471295.531250 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -471295.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -471353.281250 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -471353.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -471404.593750 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -471404.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -471454.281250 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -471454.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -471486.593750 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -471486.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -471509.718750 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -471509.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -471524.062500 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -471524.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -471541.562500 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -471541.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -471550.937500 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -471550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -471557.375000 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -471557.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -471559.312500 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -471559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -471560.656250 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -471560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -471562.781250 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -471562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -471564.187500 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -471564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -471563.343750 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -471563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -471563.968750 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -471564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -471565.468750 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -471565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -471567.187500 Penalty: 4220.443848
	Iteration 32Q: 3 clusters Score -471567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -471567.125000 Penalty: 4220.443848
	Iteration 33Q: 3 clusters Score -471567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -471568.968750 Penalty: 4220.443848
	Iteration 34Q: 3 clusters Score -471569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -471570.875000 Penalty: 4220.443848
	Iteration 35Q: 3 clusters Score -471570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -471570.187500 Penalty: 4220.443848
	Iteration 36Q: 3 clusters Score -471570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -471570.187500 Penalty: 4220.443848
	Iteration 37F: 3 clusters Score -471570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Entering Unmasked Estep 
Score: -7050594.500000 Penalty: 2734.995117
	Iteration 0F: 2 clusters Score -7050594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -7009086.000000 Penalty: 5469.990234
	Iteration 0F: 3 clusters Score -7009086 nChanged 28838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -7025182.500000 Penalty: 5469.990234
	Iteration 1F: 3 clusters Score -7025182 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7026147.500000 Penalty: 5469.990234
	Iteration 2Q: 3 clusters Score -7026148 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -7027510.500000 Penalty: 5469.990234
	Iteration 3Q: 3 clusters Score -7027510 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -7029518.500000 Penalty: 5469.990234
	Iteration 4F: 3 clusters Score -7029518 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -7032026.500000 Penalty: 5469.990234
	Iteration 5F: 3 clusters Score -7032026 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -7035148.500000 Penalty: 5469.990234
	Iteration 6F: 3 clusters Score -7035148 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -7037915.000000 Penalty: 5469.990234
	Iteration 7F: 3 clusters Score -7037915 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -7040175.000000 Penalty: 5469.990234
	Iteration 8F: 3 clusters Score -7040175 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -7042225.500000 Penalty: 5469.990234
	Iteration 9Q: 3 clusters Score -7042226 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -7044084.000000 Penalty: 5469.990234
	Iteration 10Q: 3 clusters Score -7044084 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -7046060.500000 Penalty: 5469.990234
	Iteration 11Q: 3 clusters Score -7046060 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -7047629.500000 Penalty: 5469.990234
	Iteration 12Q: 3 clusters Score -7047630 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -7048557.500000 Penalty: 5469.990234
	Iteration 13Q: 3 clusters Score -7048558 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -7048970.000000 Penalty: 5469.990234
	Iteration 14Q: 3 clusters Score -7048970 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -7049154.000000 Penalty: 5469.990234
	Iteration 15Q: 3 clusters Score -7049154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -7049250.000000 Penalty: 5469.990234
	Iteration 16Q: 3 clusters Score -7049250 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -7049311.500000 Penalty: 5469.990234
	Iteration 17Q: 3 clusters Score -7049312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -7049355.000000 Penalty: 5469.990234
	Iteration 18Q: 3 clusters Score -7049355 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -7049413.000000 Penalty: 5469.990234
	Iteration 19Q: 3 clusters Score -7049413 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -7049419.000000 Penalty: 5469.990234
	Iteration 20F: 3 clusters Score -7049419 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -7049467.000000 Penalty: 5469.990234
	Iteration 21Q: 3 clusters Score -7049467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -7049489.500000 Penalty: 5469.990234
	Iteration 22Q: 3 clusters Score -7049490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -7049507.000000 Penalty: 5469.990234
	Iteration 23Q: 3 clusters Score -7049507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -7049526.000000 Penalty: 5469.990234
	Iteration 24Q: 3 clusters Score -7049526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7049521.500000 Penalty: 5469.990234
	Iteration 25Q: 3 clusters Score -7049522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7049515.500000 Penalty: 5469.990234
	Iteration 26Q: 3 clusters Score -7049516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -7049525.500000 Penalty: 5469.990234
	Iteration 27Q: 3 clusters Score -7049526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -7049534.500000 Penalty: 5469.990234
	Iteration 28Q: 3 clusters Score -7049534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7049541.500000 Penalty: 5469.990234
	Iteration 29Q: 3 clusters Score -7049542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -7049555.000000 Penalty: 5469.990234
	Iteration 30Q: 3 clusters Score -7049555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7049567.500000 Penalty: 5469.990234
	Iteration 31Q: 3 clusters Score -7049568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -7049573.000000 Penalty: 5469.990234
	Iteration 32Q: 3 clusters Score -7049573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -7049591.000000 Penalty: 5469.990234
	Iteration 33Q: 3 clusters Score -7049591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7049591.000000 Penalty: 5469.990234
	Iteration 34Q: 3 clusters Score -7049591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -7049604.500000 Penalty: 5469.990234
	Iteration 35Q: 3 clusters Score -7049604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7049612.500000 Penalty: 5469.990234
	Iteration 36Q: 3 clusters Score -7049612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7049621.500000 Penalty: 5469.990234
	Iteration 37Q: 3 clusters Score -7049622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -7049631.000000 Penalty: 5469.990234
	Iteration 38Q: 3 clusters Score -7049631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7049652.000000 Penalty: 5469.990234
	Iteration 39Q: 3 clusters Score -7049652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7049660.000000 Penalty: 5469.990234
	Iteration 40F: 3 clusters Score -7049660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7049659.000000 Penalty: 5469.990234
	Iteration 41Q: 3 clusters Score -7049659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -7049653.000000 Penalty: 5469.990234
	Iteration 42Q: 3 clusters Score -7049653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7049653.000000 Penalty: 5469.990234
	Iteration 43Q: 3 clusters Score -7049653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7049664.500000 Penalty: 5469.990234
	Iteration 44Q: 3 clusters Score -7049664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7049664.500000 Penalty: 5469.990234
	Iteration 45Q: 3 clusters Score -7049664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7049665.000000 Penalty: 5469.990234
	Iteration 46Q: 3 clusters Score -7049665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -7049660.500000 Penalty: 5469.990234
	Iteration 47Q: 3 clusters Score -7049660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7049665.500000 Penalty: 5469.990234
	Iteration 48Q: 3 clusters Score -7049666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -7049661.000000 Penalty: 5469.990234
	Iteration 49Q: 3 clusters Score -7049661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -7049668.000000 Penalty: 5469.990234
	Iteration 50Q: 3 clusters Score -7049668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7049660.500000 Penalty: 5469.990234
	Iteration 51Q: 3 clusters Score -7049660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7049666.500000 Penalty: 5469.990234
	Iteration 52Q: 3 clusters Score -7049666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -7049683.000000 Penalty: 5469.990234
	Iteration 53Q: 3 clusters Score -7049683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -7049690.500000 Penalty: 5469.990234
	Iteration 54Q: 3 clusters Score -7049690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7049698.000000 Penalty: 5469.990234
	Iteration 55Q: 3 clusters Score -7049698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7049700.000000 Penalty: 5469.990234
	Iteration 56Q: 3 clusters Score -7049700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -7049705.500000 Penalty: 5469.990234
	Iteration 57Q: 3 clusters Score -7049706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -7049706.000000 Penalty: 5469.990234
	Iteration 58Q: 3 clusters Score -7049706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7049699.500000 Penalty: 5469.990234
	Iteration 59Q: 3 clusters Score -7049700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -7049698.500000 Penalty: 5469.990234
	Iteration 60F: 3 clusters Score -7049698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7049701.000000 Penalty: 5469.990234
	Iteration 61Q: 3 clusters Score -7049701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -7049707.500000 Penalty: 5469.990234
	Iteration 62Q: 3 clusters Score -7049708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -7049711.500000 Penalty: 5469.990234
	Iteration 63Q: 3 clusters Score -7049712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -7049712.000000 Penalty: 5469.990234
	Iteration 64Q: 3 clusters Score -7049712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7049715.000000 Penalty: 5469.990234
	Iteration 65Q: 3 clusters Score -7049715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -7049711.000000 Penalty: 5469.990234
	Iteration 66Q: 3 clusters Score -7049711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -7049720.500000 Penalty: 5469.990234
	Iteration 67Q: 3 clusters Score -7049720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -7049722.500000 Penalty: 5469.990234
	Iteration 68Q: 3 clusters Score -7049722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7049722.000000 Penalty: 5469.990234
	Iteration 69Q: 3 clusters Score -7049722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7049724.500000 Penalty: 5469.990234
	Iteration 70Q: 3 clusters Score -7049724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -7049719.500000 Penalty: 5469.990234
	Iteration 71Q: 3 clusters Score -7049720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7049725.500000 Penalty: 5469.990234
	Iteration 72Q: 3 clusters Score -7049726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7049723.000000 Penalty: 5469.990234
	Iteration 73Q: 3 clusters Score -7049723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7049721.500000 Penalty: 5469.990234
	Iteration 74Q: 3 clusters Score -7049722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7049726.500000 Penalty: 5469.990234
	Iteration 75Q: 3 clusters Score -7049726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7049726.000000 Penalty: 5469.990234
	Iteration 76Q: 3 clusters Score -7049726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -7049721.000000 Penalty: 5469.990234
	Iteration 77Q: 3 clusters Score -7049721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7049733.000000 Penalty: 5469.990234
	Iteration 78Q: 3 clusters Score -7049733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7049729.000000 Penalty: 5469.990234
	Iteration 79Q: 3 clusters Score -7049729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -7049726.000000 Penalty: 5469.990234
	Iteration 80F: 3 clusters Score -7049726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (18451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Entering Unmasked Estep 
Score: -2131230.750000 Penalty: 2436.072754
	Iteration 0F: 2 clusters Score -2131231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2118108.250000 Penalty: 4872.145508
	Iteration 0F: 3 clusters Score -2118108 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2122397.250000 Penalty: 4872.145508
	Iteration 1F: 3 clusters Score -2122397 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2122957.000000 Penalty: 4872.145508
	Iteration 2F: 3 clusters Score -2122957 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2123505.000000 Penalty: 4872.145508
	Iteration 3F: 3 clusters Score -2123505 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2124042.000000 Penalty: 4872.145508
	Iteration 4F: 3 clusters Score -2124042 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2124613.000000 Penalty: 4872.145508
	Iteration 5F: 3 clusters Score -2124613 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2125119.000000 Penalty: 4872.145508
	Iteration 6Q: 3 clusters Score -2125119 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2125553.250000 Penalty: 4872.145508
	Iteration 7Q: 3 clusters Score -2125553 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2125932.750000 Penalty: 4872.145508
	Iteration 8Q: 3 clusters Score -2125933 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2126271.500000 Penalty: 4872.145508
	Iteration 9Q: 3 clusters Score -2126272 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2126543.750000 Penalty: 4872.145508
	Iteration 10Q: 3 clusters Score -2126544 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2126777.750000 Penalty: 4872.145508
	Iteration 11Q: 3 clusters Score -2126778 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2127008.000000 Penalty: 4872.145508
	Iteration 12Q: 3 clusters Score -2127008 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2127214.250000 Penalty: 4872.145508
	Iteration 13Q: 3 clusters Score -2127214 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2127393.750000 Penalty: 4872.145508
	Iteration 14Q: 3 clusters Score -2127394 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2127535.250000 Penalty: 4872.145508
	Iteration 15Q: 3 clusters Score -2127535 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2127686.750000 Penalty: 4872.145508
	Iteration 16Q: 3 clusters Score -2127687 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2127843.000000 Penalty: 4872.145508
	Iteration 17Q: 3 clusters Score -2127843 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2127961.500000 Penalty: 4872.145508
	Iteration 18Q: 3 clusters Score -2127962 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2128074.250000 Penalty: 4872.145508
	Iteration 19Q: 3 clusters Score -2128074 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2128192.750000 Penalty: 4872.145508
	Iteration 20F: 3 clusters Score -2128193 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2128307.500000 Penalty: 4872.145508
	Iteration 21Q: 3 clusters Score -2128308 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2128396.250000 Penalty: 4872.145508
	Iteration 22Q: 3 clusters Score -2128396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2128464.750000 Penalty: 4872.145508
	Iteration 23Q: 3 clusters Score -2128465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2128534.500000 Penalty: 4872.145508
	Iteration 24Q: 3 clusters Score -2128534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2128584.000000 Penalty: 4872.145508
	Iteration 25Q: 3 clusters Score -2128584 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2128628.500000 Penalty: 4872.145508
	Iteration 26Q: 3 clusters Score -2128628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2128674.500000 Penalty: 4872.145508
	Iteration 27Q: 3 clusters Score -2128674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2128736.000000 Penalty: 4872.145508
	Iteration 28Q: 3 clusters Score -2128736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2128784.000000 Penalty: 4872.145508
	Iteration 29Q: 3 clusters Score -2128784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2128838.250000 Penalty: 4872.145508
	Iteration 30Q: 3 clusters Score -2128838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2128877.500000 Penalty: 4872.145508
	Iteration 31Q: 3 clusters Score -2128878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2128902.000000 Penalty: 4872.145508
	Iteration 32Q: 3 clusters Score -2128902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2128937.250000 Penalty: 4872.145508
	Iteration 33Q: 3 clusters Score -2128937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2128961.500000 Penalty: 4872.145508
	Iteration 34Q: 3 clusters Score -2128962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2128995.750000 Penalty: 4872.145508
	Iteration 35Q: 3 clusters Score -2128996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2129015.750000 Penalty: 4872.145508
	Iteration 36Q: 3 clusters Score -2129016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2129034.250000 Penalty: 4872.145508
	Iteration 37Q: 3 clusters Score -2129034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2129054.500000 Penalty: 4872.145508
	Iteration 38Q: 3 clusters Score -2129054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2129076.750000 Penalty: 4872.145508
	Iteration 39Q: 3 clusters Score -2129077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2129093.750000 Penalty: 4872.145508
	Iteration 40F: 3 clusters Score -2129094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2129099.000000 Penalty: 4872.145508
	Iteration 41Q: 3 clusters Score -2129099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2129105.250000 Penalty: 4872.145508
	Iteration 42Q: 3 clusters Score -2129105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2129112.750000 Penalty: 4872.145508
	Iteration 43Q: 3 clusters Score -2129113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2129112.500000 Penalty: 4872.145508
	Iteration 44Q: 3 clusters Score -2129112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2129116.750000 Penalty: 4872.145508
	Iteration 45Q: 3 clusters Score -2129117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2129118.500000 Penalty: 4872.145508
	Iteration 46Q: 3 clusters Score -2129118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2129119.250000 Penalty: 4872.145508
	Iteration 47Q: 3 clusters Score -2129119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2129124.500000 Penalty: 4872.145508
	Iteration 48Q: 3 clusters Score -2129124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2129125.750000 Penalty: 4872.145508
	Iteration 49Q: 3 clusters Score -2129126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2129128.750000 Penalty: 4872.145508
	Iteration 50Q: 3 clusters Score -2129129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2129130.750000 Penalty: 4872.145508
	Iteration 51Q: 3 clusters Score -2129131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2129130.500000 Penalty: 4872.145508
	Iteration 52Q: 3 clusters Score -2129130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2129134.500000 Penalty: 4872.145508
	Iteration 53Q: 3 clusters Score -2129134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2129139.500000 Penalty: 4872.145508
	Iteration 54Q: 3 clusters Score -2129140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2129145.000000 Penalty: 4872.145508
	Iteration 55Q: 3 clusters Score -2129145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2129142.250000 Penalty: 4872.145508
	Iteration 56Q: 3 clusters Score -2129142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2129145.250000 Penalty: 4872.145508
	Iteration 57Q: 3 clusters Score -2129145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2129147.250000 Penalty: 4872.145508
	Iteration 58Q: 3 clusters Score -2129147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2129145.500000 Penalty: 4872.145508
	Iteration 59Q: 3 clusters Score -2129146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2129146.750000 Penalty: 4872.145508
	Iteration 60F: 3 clusters Score -2129147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2129145.250000 Penalty: 4872.145508
	Iteration 61Q: 3 clusters Score -2129145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2129145.500000 Penalty: 4872.145508
	Iteration 62Q: 3 clusters Score -2129146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2129146.500000 Penalty: 4872.145508
	Iteration 63Q: 3 clusters Score -2129146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2129149.000000 Penalty: 4872.145508
	Iteration 64Q: 3 clusters Score -2129149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2129147.500000 Penalty: 4872.145508
	Iteration 65Q: 3 clusters Score -2129148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2129150.250000 Penalty: 4872.145508
	Iteration 66Q: 3 clusters Score -2129150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2129149.500000 Penalty: 4872.145508
	Iteration 67Q: 3 clusters Score -2129150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2129150.000000 Penalty: 4872.145508
	Iteration 68Q: 3 clusters Score -2129150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2129151.250000 Penalty: 4872.145508
	Iteration 69Q: 3 clusters Score -2129151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2129154.500000 Penalty: 4872.145508
	Iteration 70Q: 3 clusters Score -2129154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2129156.000000 Penalty: 4872.145508
	Iteration 71Q: 3 clusters Score -2129156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2129156.000000 Penalty: 4872.145508
	Iteration 72F: 3 clusters Score -2129156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -691774.000000 Penalty: 2156.775879
	Iteration 0F: 2 clusters Score -691774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -686624.750000 Penalty: 4313.551758
	Iteration 0F: 3 clusters Score -686624.8 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -687906.250000 Penalty: 4313.551758
	Iteration 1F: 3 clusters Score -687906.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -688154.375000 Penalty: 4313.551758
	Iteration 2F: 3 clusters Score -688154.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -688323.625000 Penalty: 4313.551758
	Iteration 3F: 3 clusters Score -688323.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -688458.000000 Penalty: 4313.551758
	Iteration 4Q: 3 clusters Score -688458 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -688598.812500 Penalty: 4313.551758
	Iteration 5Q: 3 clusters Score -688598.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -688723.875000 Penalty: 4313.551758
	Iteration 6Q: 3 clusters Score -688723.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -688830.875000 Penalty: 4313.551758
	Iteration 7Q: 3 clusters Score -688830.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -688927.500000 Penalty: 4313.551758
	Iteration 8Q: 3 clusters Score -688927.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -689021.687500 Penalty: 4313.551758
	Iteration 9Q: 3 clusters Score -689021.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -689107.437500 Penalty: 4313.551758
	Iteration 10Q: 3 clusters Score -689107.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -689192.625000 Penalty: 4313.551758
	Iteration 11Q: 3 clusters Score -689192.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -689298.375000 Penalty: 4313.551758
	Iteration 12Q: 3 clusters Score -689298.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -689384.187500 Penalty: 4313.551758
	Iteration 13Q: 3 clusters Score -689384.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -689451.187500 Penalty: 4313.551758
	Iteration 14Q: 3 clusters Score -689451.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -689505.000000 Penalty: 4313.551758
	Iteration 15Q: 3 clusters Score -689505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -689553.562500 Penalty: 4313.551758
	Iteration 16Q: 3 clusters Score -689553.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -689606.562500 Penalty: 4313.551758
	Iteration 17Q: 3 clusters Score -689606.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -689654.937500 Penalty: 4313.551758
	Iteration 18Q: 3 clusters Score -689654.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -689694.562500 Penalty: 4313.551758
	Iteration 19Q: 3 clusters Score -689694.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -689723.562500 Penalty: 4313.551758
	Iteration 20F: 3 clusters Score -689723.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -689746.937500 Penalty: 4313.551758
	Iteration 21Q: 3 clusters Score -689746.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -689765.125000 Penalty: 4313.551758
	Iteration 22Q: 3 clusters Score -689765.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -689784.812500 Penalty: 4313.551758
	Iteration 23Q: 3 clusters Score -689784.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -689803.375000 Penalty: 4313.551758
	Iteration 24Q: 3 clusters Score -689803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -689820.625000 Penalty: 4313.551758
	Iteration 25Q: 3 clusters Score -689820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -689837.375000 Penalty: 4313.551758
	Iteration 26Q: 3 clusters Score -689837.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -689846.625000 Penalty: 4313.551758
	Iteration 27Q: 3 clusters Score -689846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -689853.000000 Penalty: 4313.551758
	Iteration 28Q: 3 clusters Score -689853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -689859.687500 Penalty: 4313.551758
	Iteration 29Q: 3 clusters Score -689859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -689866.687500 Penalty: 4313.551758
	Iteration 30Q: 3 clusters Score -689866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -689873.812500 Penalty: 4313.551758
	Iteration 31Q: 3 clusters Score -689873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -689881.875000 Penalty: 4313.551758
	Iteration 32Q: 3 clusters Score -689881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -689886.062500 Penalty: 4313.551758
	Iteration 33Q: 3 clusters Score -689886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -689889.000000 Penalty: 4313.551758
	Iteration 34Q: 3 clusters Score -689889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -689891.437500 Penalty: 4313.551758
	Iteration 35Q: 3 clusters Score -689891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -689895.062500 Penalty: 4313.551758
	Iteration 36Q: 3 clusters Score -689895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -689896.937500 Penalty: 4313.551758
	Iteration 37Q: 3 clusters Score -689896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -689901.125000 Penalty: 4313.551758
	Iteration 38Q: 3 clusters Score -689901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -689905.375000 Penalty: 4313.551758
	Iteration 39Q: 3 clusters Score -689905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -689906.562500 Penalty: 4313.551758
	Iteration 40F: 3 clusters Score -689906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -689908.750000 Penalty: 4313.551758
	Iteration 41Q: 3 clusters Score -689908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -689911.875000 Penalty: 4313.551758
	Iteration 42Q: 3 clusters Score -689911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -689914.562500 Penalty: 4313.551758
	Iteration 43Q: 3 clusters Score -689914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -689916.500000 Penalty: 4313.551758
	Iteration 44Q: 3 clusters Score -689916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -689916.500000 Penalty: 4313.551758
	Iteration 45F: 3 clusters Score -689916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -740764.500000 Penalty: 2194.323486
	Iteration 0F: 2 clusters Score -740764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -735007.937500 Penalty: 4388.646973
	Iteration 0F: 3 clusters Score -735007.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -736734.375000 Penalty: 4388.646973
	Iteration 1F: 3 clusters Score -736734.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -737360.375000 Penalty: 4388.646973
	Iteration 2F: 3 clusters Score -737360.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -738045.187500 Penalty: 4388.646973
	Iteration 3F: 3 clusters Score -738045.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -738653.375000 Penalty: 4388.646973
	Iteration 4F: 3 clusters Score -738653.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -739167.812500 Penalty: 4388.646973
	Iteration 5F: 3 clusters Score -739167.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -739668.562500 Penalty: 4388.646973
	Iteration 6F: 3 clusters Score -739668.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -740086.437500 Penalty: 4388.646973
	Iteration 7Q: 3 clusters Score -740086.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -740365.250000 Penalty: 4388.646973
	Iteration 8Q: 3 clusters Score -740365.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -740534.375000 Penalty: 4388.646973
	Iteration 9Q: 3 clusters Score -740534.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -740635.187500 Penalty: 4388.646973
	Iteration 10Q: 3 clusters Score -740635.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -740714.750000 Penalty: 4388.646973
	Iteration 11Q: 3 clusters Score -740714.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -740771.687500 Penalty: 4388.646973
	Iteration 12Q: 3 clusters Score -740771.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -740810.375000 Penalty: 4388.646973
	Iteration 13Q: 3 clusters Score -740810.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -740835.125000 Penalty: 4388.646973
	Iteration 14Q: 3 clusters Score -740835.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -740850.625000 Penalty: 4388.646973
	Iteration 15Q: 3 clusters Score -740850.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -740865.062500 Penalty: 4388.646973
	Iteration 16Q: 3 clusters Score -740865.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -740880.375000 Penalty: 4388.646973
	Iteration 17Q: 3 clusters Score -740880.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -740892.062500 Penalty: 4388.646973
	Iteration 18Q: 3 clusters Score -740892.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -740905.062500 Penalty: 4388.646973
	Iteration 19Q: 3 clusters Score -740905.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -740913.000000 Penalty: 4388.646973
	Iteration 20F: 3 clusters Score -740913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -740927.437500 Penalty: 4388.646973
	Iteration 21Q: 3 clusters Score -740927.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -740938.687500 Penalty: 4388.646973
	Iteration 22Q: 3 clusters Score -740938.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -740949.312500 Penalty: 4388.646973
	Iteration 23Q: 3 clusters Score -740949.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -740964.437500 Penalty: 4388.646973
	Iteration 24Q: 3 clusters Score -740964.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -740978.125000 Penalty: 4388.646973
	Iteration 25Q: 3 clusters Score -740978.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -740992.812500 Penalty: 4388.646973
	Iteration 26Q: 3 clusters Score -740992.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -741007.187500 Penalty: 4388.646973
	Iteration 27Q: 3 clusters Score -741007.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -741021.062500 Penalty: 4388.646973
	Iteration 28Q: 3 clusters Score -741021.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -741040.562500 Penalty: 4388.646973
	Iteration 29Q: 3 clusters Score -741040.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -741056.250000 Penalty: 4388.646973
	Iteration 30Q: 3 clusters Score -741056.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -741070.062500 Penalty: 4388.646973
	Iteration 31Q: 3 clusters Score -741070.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -741081.500000 Penalty: 4388.646973
	Iteration 32Q: 3 clusters Score -741081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -741090.250000 Penalty: 4388.646973
	Iteration 33Q: 3 clusters Score -741090.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -741096.812500 Penalty: 4388.646973
	Iteration 34Q: 3 clusters Score -741096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -741097.625000 Penalty: 4388.646973
	Iteration 35Q: 3 clusters Score -741097.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -741102.562500 Penalty: 4388.646973
	Iteration 36Q: 3 clusters Score -741102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -741106.750000 Penalty: 4388.646973
	Iteration 37Q: 3 clusters Score -741106.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -741114.062500 Penalty: 4388.646973
	Iteration 38Q: 3 clusters Score -741114.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -741120.687500 Penalty: 4388.646973
	Iteration 39Q: 3 clusters Score -741120.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -741126.500000 Penalty: 4388.646973
	Iteration 40F: 3 clusters Score -741126.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -741134.375000 Penalty: 4388.646973
	Iteration 41Q: 3 clusters Score -741134.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -741138.937500 Penalty: 4388.646973
	Iteration 42Q: 3 clusters Score -741138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -741144.125000 Penalty: 4388.646973
	Iteration 43Q: 3 clusters Score -741144.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -741147.312500 Penalty: 4388.646973
	Iteration 44Q: 3 clusters Score -741147.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -741151.375000 Penalty: 4388.646973
	Iteration 45Q: 3 clusters Score -741151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -741155.562500 Penalty: 4388.646973
	Iteration 46Q: 3 clusters Score -741155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -741157.187500 Penalty: 4388.646973
	Iteration 47Q: 3 clusters Score -741157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -741157.750000 Penalty: 4388.646973
	Iteration 48Q: 3 clusters Score -741157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -741161.625000 Penalty: 4388.646973
	Iteration 49Q: 3 clusters Score -741161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -741162.875000 Penalty: 4388.646973
	Iteration 50Q: 3 clusters Score -741162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -741164.750000 Penalty: 4388.646973
	Iteration 51Q: 3 clusters Score -741164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -741169.562500 Penalty: 4388.646973
	Iteration 52Q: 3 clusters Score -741169.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -741173.875000 Penalty: 4388.646973
	Iteration 53Q: 3 clusters Score -741173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -741178.000000 Penalty: 4388.646973
	Iteration 54Q: 3 clusters Score -741178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -741182.687500 Penalty: 4388.646973
	Iteration 55Q: 3 clusters Score -741182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -741184.250000 Penalty: 4388.646973
	Iteration 56Q: 3 clusters Score -741184.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -741185.125000 Penalty: 4388.646973
	Iteration 57Q: 3 clusters Score -741185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -741187.312500 Penalty: 4388.646973
	Iteration 58Q: 3 clusters Score -741187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -741189.937500 Penalty: 4388.646973
	Iteration 59Q: 3 clusters Score -741189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -741191.687500 Penalty: 4388.646973
	Iteration 60F: 3 clusters Score -741191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -741192.687500 Penalty: 4388.646973
	Iteration 61Q: 3 clusters Score -741192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -741193.187500 Penalty: 4388.646973
	Iteration 62Q: 3 clusters Score -741193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -741195.500000 Penalty: 4388.646973
	Iteration 63Q: 3 clusters Score -741195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -741195.875000 Penalty: 4388.646973
	Iteration 64Q: 3 clusters Score -741195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -741196.750000 Penalty: 4388.646973
	Iteration 65Q: 3 clusters Score -741196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -741196.625000 Penalty: 4388.646973
	Iteration 66Q: 3 clusters Score -741196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -741199.375000 Penalty: 4388.646973
	Iteration 67Q: 3 clusters Score -741199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -741199.062500 Penalty: 4388.646973
	Iteration 68Q: 3 clusters Score -741199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -741199.625000 Penalty: 4388.646973
	Iteration 69Q: 3 clusters Score -741199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -741201.625000 Penalty: 4388.646973
	Iteration 70Q: 3 clusters Score -741201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -741201.062500 Penalty: 4388.646973
	Iteration 71Q: 3 clusters Score -741201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -741201.062500 Penalty: 4388.646973
	Iteration 72F: 3 clusters Score -741201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 10435 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Entering Unmasked Estep 
Score: -212264416.000000 Penalty: 359308.937500
Splitting cluster 38 changes total score from -212262896.000000 to -212264416.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 39 (19651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Entering Unmasked Estep 
Score: -2234787.500000 Penalty: 2451.698975
	Iteration 0F: 2 clusters Score -2234788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2220924.250000 Penalty: 4903.397949
	Iteration 0F: 3 clusters Score -2220924 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2226136.250000 Penalty: 4903.397949
	Iteration 1F: 3 clusters Score -2226136 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2227406.750000 Penalty: 4903.397949
	Iteration 2F: 3 clusters Score -2227407 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2228730.750000 Penalty: 4903.397949
	Iteration 3F: 3 clusters Score -2228731 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2229953.500000 Penalty: 4903.397949
	Iteration 4F: 3 clusters Score -2229954 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2231009.750000 Penalty: 4903.397949
	Iteration 5F: 3 clusters Score -2231010 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2231738.250000 Penalty: 4903.397949
	Iteration 6F: 3 clusters Score -2231738 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2232229.000000 Penalty: 4903.397949
	Iteration 7Q: 3 clusters Score -2232229 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2232599.000000 Penalty: 4903.397949
	Iteration 8Q: 3 clusters Score -2232599 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2232895.750000 Penalty: 4903.397949
	Iteration 9Q: 3 clusters Score -2232896 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2233162.250000 Penalty: 4903.397949
	Iteration 10Q: 3 clusters Score -2233162 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2233416.500000 Penalty: 4903.397949
	Iteration 11Q: 3 clusters Score -2233416 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2233643.500000 Penalty: 4903.397949
	Iteration 12Q: 3 clusters Score -2233644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2233877.500000 Penalty: 4903.397949
	Iteration 13Q: 3 clusters Score -2233878 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2234039.250000 Penalty: 4903.397949
	Iteration 14Q: 3 clusters Score -2234039 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2234128.750000 Penalty: 4903.397949
	Iteration 15Q: 3 clusters Score -2234129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2234175.000000 Penalty: 4903.397949
	Iteration 16Q: 3 clusters Score -2234175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2234195.000000 Penalty: 4903.397949
	Iteration 17Q: 3 clusters Score -2234195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2234211.750000 Penalty: 4903.397949
	Iteration 18Q: 3 clusters Score -2234212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2234232.250000 Penalty: 4903.397949
	Iteration 19Q: 3 clusters Score -2234232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2234240.000000 Penalty: 4903.397949
	Iteration 20F: 3 clusters Score -2234240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2234250.000000 Penalty: 4903.397949
	Iteration 21Q: 3 clusters Score -2234250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2234259.000000 Penalty: 4903.397949
	Iteration 22Q: 3 clusters Score -2234259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2234265.500000 Penalty: 4903.397949
	Iteration 23Q: 3 clusters Score -2234266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2234266.750000 Penalty: 4903.397949
	Iteration 24Q: 3 clusters Score -2234267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2234270.000000 Penalty: 4903.397949
	Iteration 25Q: 3 clusters Score -2234270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2234270.500000 Penalty: 4903.397949
	Iteration 26Q: 3 clusters Score -2234270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2234271.250000 Penalty: 4903.397949
	Iteration 27Q: 3 clusters Score -2234271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2234277.000000 Penalty: 4903.397949
	Iteration 28Q: 3 clusters Score -2234277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2234275.750000 Penalty: 4903.397949
	Iteration 29Q: 3 clusters Score -2234276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2234276.500000 Penalty: 4903.397949
	Iteration 30Q: 3 clusters Score -2234276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2234273.750000 Penalty: 4903.397949
	Iteration 31Q: 3 clusters Score -2234274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2234275.000000 Penalty: 4903.397949
	Iteration 32Q: 3 clusters Score -2234275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2234275.000000 Penalty: 4903.397949
	Iteration 33F: 3 clusters Score -2234275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -97556.867188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -97556.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95745.281250 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -95745.28 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96244.835938 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -96244.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96612.523438 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -96612.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96850.562500 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -96850.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96942.765625 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -96942.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97018.125000 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -97018.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97107.039062 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -97107.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97175.656250 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -97175.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97208.562500 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -97208.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97230.476562 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -97230.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97256.320312 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -97256.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97289.734375 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -97289.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97321.765625 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -97321.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97348.578125 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -97348.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97376.671875 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -97376.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97404.398438 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -97404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97429.523438 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -97429.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97443.570312 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -97443.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97454.421875 Penalty: 3384.889404
	Iteration 18Q: 3 clusters Score -97454.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97467.109375 Penalty: 3384.889404
	Iteration 19Q: 3 clusters Score -97467.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97503.765625 Penalty: 3384.889404
	Iteration 20F: 3 clusters Score -97503.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97540.703125 Penalty: 3384.889404
	Iteration 21Q: 3 clusters Score -97540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97549.000000 Penalty: 3384.889404
	Iteration 22Q: 3 clusters Score -97549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97554.593750 Penalty: 3384.889404
	Iteration 23Q: 3 clusters Score -97554.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97555.554688 Penalty: 3384.889404
	Iteration 24Q: 3 clusters Score -97555.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97555.554688 Penalty: 3384.889404
	Iteration 25F: 3 clusters Score -97555.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Entering Unmasked Estep 
Score: -671956.062500 Penalty: 2162.633545
	Iteration 0F: 2 clusters Score -671956.1 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 3081 members 
Entering Unmasked Estep 
Score: -666722.250000 Penalty: 4325.267090
	Iteration 0F: 3 clusters Score -666722.2 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -668115.125000 Penalty: 4325.267090
	Iteration 1F: 3 clusters Score -668115.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -668640.687500 Penalty: 4325.267090
	Iteration 2F: 3 clusters Score -668640.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -669200.687500 Penalty: 4325.267090
	Iteration 3F: 3 clusters Score -669200.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -669799.375000 Penalty: 4325.267090
	Iteration 4F: 3 clusters Score -669799.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -670238.062500 Penalty: 4325.267090
	Iteration 5F: 3 clusters Score -670238.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -670510.062500 Penalty: 4325.267090
	Iteration 6Q: 3 clusters Score -670510.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -670702.125000 Penalty: 4325.267090
	Iteration 7Q: 3 clusters Score -670702.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -670814.937500 Penalty: 4325.267090
	Iteration 8Q: 3 clusters Score -670814.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -670896.375000 Penalty: 4325.267090
	Iteration 9Q: 3 clusters Score -670896.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -670956.812500 Penalty: 4325.267090
	Iteration 10Q: 3 clusters Score -670956.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -671001.875000 Penalty: 4325.267090
	Iteration 11Q: 3 clusters Score -671001.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -671031.437500 Penalty: 4325.267090
	Iteration 12Q: 3 clusters Score -671031.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -671055.812500 Penalty: 4325.267090
	Iteration 13Q: 3 clusters Score -671055.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -671074.375000 Penalty: 4325.267090
	Iteration 14Q: 3 clusters Score -671074.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -671087.250000 Penalty: 4325.267090
	Iteration 15Q: 3 clusters Score -671087.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -671094.625000 Penalty: 4325.267090
	Iteration 16Q: 3 clusters Score -671094.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -671107.750000 Penalty: 4325.267090
	Iteration 17Q: 3 clusters Score -671107.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -671121.062500 Penalty: 4325.267090
	Iteration 18Q: 3 clusters Score -671121.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -671129.000000 Penalty: 4325.267090
	Iteration 19Q: 3 clusters Score -671129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -671136.687500 Penalty: 4325.267090
	Iteration 20F: 3 clusters Score -671136.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -671139.750000 Penalty: 4325.267090
	Iteration 21Q: 3 clusters Score -671139.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -671144.250000 Penalty: 4325.267090
	Iteration 22Q: 3 clusters Score -671144.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -671148.750000 Penalty: 4325.267090
	Iteration 23Q: 3 clusters Score -671148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -671152.500000 Penalty: 4325.267090
	Iteration 24Q: 3 clusters Score -671152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -671153.812500 Penalty: 4325.267090
	Iteration 25Q: 3 clusters Score -671153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -671158.500000 Penalty: 4325.267090
	Iteration 26Q: 3 clusters Score -671158.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -671157.875000 Penalty: 4325.267090
	Iteration 27Q: 3 clusters Score -671157.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -671160.437500 Penalty: 4325.267090
	Iteration 28Q: 3 clusters Score -671160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -671164.375000 Penalty: 4325.267090
	Iteration 29Q: 3 clusters Score -671164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -671164.937500 Penalty: 4325.267090
	Iteration 30Q: 3 clusters Score -671164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -671165.687500 Penalty: 4325.267090
	Iteration 31Q: 3 clusters Score -671165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -671167.187500 Penalty: 4325.267090
	Iteration 32Q: 3 clusters Score -671167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -671169.187500 Penalty: 4325.267090
	Iteration 33Q: 3 clusters Score -671169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -671169.875000 Penalty: 4325.267090
	Iteration 34Q: 3 clusters Score -671169.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -671172.562500 Penalty: 4325.267090
	Iteration 35Q: 3 clusters Score -671172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -671177.375000 Penalty: 4325.267090
	Iteration 36Q: 3 clusters Score -671177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -671179.437500 Penalty: 4325.267090
	Iteration 37Q: 3 clusters Score -671179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -671180.437500 Penalty: 4325.267090
	Iteration 38Q: 3 clusters Score -671180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -671182.375000 Penalty: 4325.267090
	Iteration 39Q: 3 clusters Score -671182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -671183.812500 Penalty: 4325.267090
	Iteration 40F: 3 clusters Score -671183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -671183.562500 Penalty: 4325.267090
	Iteration 41Q: 3 clusters Score -671183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -671183.312500 Penalty: 4325.267090
	Iteration 42Q: 3 clusters Score -671183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -671184.500000 Penalty: 4325.267090
	Iteration 43Q: 3 clusters Score -671184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -671185.562500 Penalty: 4325.267090
	Iteration 44Q: 3 clusters Score -671185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -671189.625000 Penalty: 4325.267090
	Iteration 45Q: 3 clusters Score -671189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -671191.812500 Penalty: 4325.267090
	Iteration 46Q: 3 clusters Score -671191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -671191.312500 Penalty: 4325.267090
	Iteration 47Q: 3 clusters Score -671191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -671191.562500 Penalty: 4325.267090
	Iteration 48Q: 3 clusters Score -671191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -671193.062500 Penalty: 4325.267090
	Iteration 49Q: 3 clusters Score -671193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -671192.500000 Penalty: 4325.267090
	Iteration 50Q: 3 clusters Score -671192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -671193.562500 Penalty: 4325.267090
	Iteration 51Q: 3 clusters Score -671193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -671193.562500 Penalty: 4325.267090
	Iteration 52F: 3 clusters Score -671193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -904839.125000 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -904839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -898006.562500 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -898006.6 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -900346.437500 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -900346.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -901048.250000 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -901048.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -901675.125000 Penalty: 4503.286621
	Iteration 3F: 3 clusters Score -901675.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -902233.687500 Penalty: 4503.286621
	Iteration 4F: 3 clusters Score -902233.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -902707.187500 Penalty: 4503.286621
	Iteration 5F: 3 clusters Score -902707.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -903140.937500 Penalty: 4503.286621
	Iteration 6F: 3 clusters Score -903140.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -903483.250000 Penalty: 4503.286621
	Iteration 7Q: 3 clusters Score -903483.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -903718.375000 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -903718.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -903875.312500 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -903875.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -903981.250000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -903981.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -904069.812500 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -904069.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -904140.875000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -904140.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -904196.937500 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -904196.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -904240.062500 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -904240.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -904278.562500 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -904278.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -904325.250000 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -904325.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -904363.437500 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -904363.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -904387.750000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -904387.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -904401.062500 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -904401.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -904410.375000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -904410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -904416.125000 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -904416.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -904419.937500 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -904419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -904421.250000 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -904421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -904423.625000 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -904423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -904424.687500 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -904424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -904427.812500 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -904427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -904431.375000 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -904431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -904436.187500 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -904436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -904440.687500 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -904440.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -904440.562500 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -904440.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -904445.875000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -904445.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -904454.500000 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -904454.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -904455.687500 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -904455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -904461.062500 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -904461.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -904464.062500 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -904464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -904464.687500 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -904464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -904466.875000 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -904466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -904467.937500 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -904467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -904471.125000 Penalty: 4503.286621
	Iteration 39Q: 3 clusters Score -904471.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -904471.500000 Penalty: 4503.286621
	Iteration 40F: 3 clusters Score -904471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -904471.875000 Penalty: 4503.286621
	Iteration 41Q: 3 clusters Score -904471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -904470.500000 Penalty: 4503.286621
	Iteration 42Q: 3 clusters Score -904470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -904471.187500 Penalty: 4503.286621
	Iteration 43Q: 3 clusters Score -904471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -904471.187500 Penalty: 4503.286621
	Iteration 44F: 3 clusters Score -904471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Entering Unmasked Estep 
Score: -1131299.125000 Penalty: 2294.724365
	Iteration 0F: 2 clusters Score -1131299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1123429.000000 Penalty: 4589.448730
	Iteration 0F: 3 clusters Score -1123429 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1125927.125000 Penalty: 4589.448730
	Iteration 1F: 3 clusters Score -1125927 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1126399.625000 Penalty: 4589.448730
	Iteration 2F: 3 clusters Score -1126400 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1126797.125000 Penalty: 4589.448730
	Iteration 3F: 3 clusters Score -1126797 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1127175.500000 Penalty: 4589.448730
	Iteration 4F: 3 clusters Score -1127176 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1127550.375000 Penalty: 4589.448730
	Iteration 5F: 3 clusters Score -1127550 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1127886.375000 Penalty: 4589.448730
	Iteration 6Q: 3 clusters Score -1127886 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1128206.750000 Penalty: 4589.448730
	Iteration 7Q: 3 clusters Score -1128207 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1128547.375000 Penalty: 4589.448730
	Iteration 8Q: 3 clusters Score -1128547 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1128812.375000 Penalty: 4589.448730
	Iteration 9Q: 3 clusters Score -1128812 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1129041.750000 Penalty: 4589.448730
	Iteration 10Q: 3 clusters Score -1129042 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1129288.625000 Penalty: 4589.448730
	Iteration 11Q: 3 clusters Score -1129289 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1129575.500000 Penalty: 4589.448730
	Iteration 12Q: 3 clusters Score -1129576 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1129926.250000 Penalty: 4589.448730
	Iteration 13Q: 3 clusters Score -1129926 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1130472.875000 Penalty: 4589.448730
	Iteration 14Q: 3 clusters Score -1130473 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1130967.625000 Penalty: 4589.448730
	Iteration 15Q: 3 clusters Score -1130968 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1131168.125000 Penalty: 4589.448730
	Iteration 16Q: 3 clusters Score -1131168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1131267.000000 Penalty: 4589.448730
	Iteration 17Q: 3 clusters Score -1131267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1131339.750000 Penalty: 4589.448730
	Iteration 18Q: 3 clusters Score -1131340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1131409.375000 Penalty: 4589.448730
	Iteration 19Q: 3 clusters Score -1131409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1131486.750000 Penalty: 4589.448730
	Iteration 20F: 3 clusters Score -1131487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1131562.250000 Penalty: 4589.448730
	Iteration 21Q: 3 clusters Score -1131562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1131635.625000 Penalty: 4589.448730
	Iteration 22Q: 3 clusters Score -1131636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1131733.875000 Penalty: 4589.448730
	Iteration 23Q: 3 clusters Score -1131734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1131902.375000 Penalty: 4589.448730
	Iteration 24Q: 3 clusters Score -1131902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1132134.000000 Penalty: 4589.448730
	Iteration 25Q: 3 clusters Score -1132134 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1132258.000000 Penalty: 4589.448730
	Iteration 26Q: 3 clusters Score -1132258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1132316.125000 Penalty: 4589.448730
	Iteration 27Q: 3 clusters Score -1132316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1132338.875000 Penalty: 4589.448730
	Iteration 28Q: 3 clusters Score -1132339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1132347.750000 Penalty: 4589.448730
	Iteration 29Q: 3 clusters Score -1132348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1132352.875000 Penalty: 4589.448730
	Iteration 30Q: 3 clusters Score -1132353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1132356.000000 Penalty: 4589.448730
	Iteration 31Q: 3 clusters Score -1132356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1132357.625000 Penalty: 4589.448730
	Iteration 32Q: 3 clusters Score -1132358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1132354.625000 Penalty: 4589.448730
	Iteration 33Q: 3 clusters Score -1132355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1132356.500000 Penalty: 4589.448730
	Iteration 34Q: 3 clusters Score -1132356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1132355.000000 Penalty: 4589.448730
	Iteration 35Q: 3 clusters Score -1132355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1132355.125000 Penalty: 4589.448730
	Iteration 36F: 3 clusters Score -1132355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1132355.000000 Penalty: 4589.448730
	Iteration 37Q: 3 clusters Score -1132355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1132355.000000 Penalty: 4589.448730
	Iteration 38F: 3 clusters Score -1132355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 3618 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Entering Unmasked Estep 
Score: -212264400.000000 Penalty: 362902.031250
Splitting cluster 43 changes total score from -212262896.000000 to -212264400.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 44 (51763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Entering Unmasked Estep 
Score: -5935186.500000 Penalty: 2691.898926
	Iteration 0F: 2 clusters Score -5935186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -5900468.000000 Penalty: 5383.797852
	Iteration 0F: 3 clusters Score -5900468 nChanged 23905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5913928.000000 Penalty: 5383.797852
	Iteration 1F: 3 clusters Score -5913928 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5914601.500000 Penalty: 5383.797852
	Iteration 2Q: 3 clusters Score -5914602 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -5915286.000000 Penalty: 5383.797852
	Iteration 3Q: 3 clusters Score -5915286 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5916028.000000 Penalty: 5383.797852
	Iteration 4Q: 3 clusters Score -5916028 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5916933.500000 Penalty: 5383.797852
	Iteration 5Q: 3 clusters Score -5916934 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -5917934.000000 Penalty: 5383.797852
	Iteration 6Q: 3 clusters Score -5917934 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5919227.000000 Penalty: 5383.797852
	Iteration 7F: 3 clusters Score -5919227 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5920532.500000 Penalty: 5383.797852
	Iteration 8F: 3 clusters Score -5920532 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5922017.000000 Penalty: 5383.797852
	Iteration 9F: 3 clusters Score -5922017 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -5923579.000000 Penalty: 5383.797852
	Iteration 10Q: 3 clusters Score -5923579 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -5925090.500000 Penalty: 5383.797852
	Iteration 11Q: 3 clusters Score -5925090 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -5926384.000000 Penalty: 5383.797852
	Iteration 12Q: 3 clusters Score -5926384 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -5927266.000000 Penalty: 5383.797852
	Iteration 13Q: 3 clusters Score -5927266 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -5927916.500000 Penalty: 5383.797852
	Iteration 14Q: 3 clusters Score -5927916 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -5928414.000000 Penalty: 5383.797852
	Iteration 15Q: 3 clusters Score -5928414 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5928870.000000 Penalty: 5383.797852
	Iteration 16Q: 3 clusters Score -5928870 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5929264.500000 Penalty: 5383.797852
	Iteration 17Q: 3 clusters Score -5929264 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5929660.000000 Penalty: 5383.797852
	Iteration 18Q: 3 clusters Score -5929660 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -5929983.500000 Penalty: 5383.797852
	Iteration 19Q: 3 clusters Score -5929984 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5930285.500000 Penalty: 5383.797852
	Iteration 20F: 3 clusters Score -5930286 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -5930553.000000 Penalty: 5383.797852
	Iteration 21Q: 3 clusters Score -5930553 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -5930768.500000 Penalty: 5383.797852
	Iteration 22Q: 3 clusters Score -5930768 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -5930877.500000 Penalty: 5383.797852
	Iteration 23Q: 3 clusters Score -5930878 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5931027.000000 Penalty: 5383.797852
	Iteration 24Q: 3 clusters Score -5931027 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -5931130.000000 Penalty: 5383.797852
	Iteration 25Q: 3 clusters Score -5931130 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -5931191.000000 Penalty: 5383.797852
	Iteration 26Q: 3 clusters Score -5931191 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -5931268.000000 Penalty: 5383.797852
	Iteration 27Q: 3 clusters Score -5931268 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5931305.000000 Penalty: 5383.797852
	Iteration 28Q: 3 clusters Score -5931305 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -5931377.500000 Penalty: 5383.797852
	Iteration 29Q: 3 clusters Score -5931378 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5931389.000000 Penalty: 5383.797852
	Iteration 30Q: 3 clusters Score -5931389 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5931424.500000 Penalty: 5383.797852
	Iteration 31Q: 3 clusters Score -5931424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5931489.500000 Penalty: 5383.797852
	Iteration 32Q: 3 clusters Score -5931490 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -5931491.500000 Penalty: 5383.797852
	Iteration 33Q: 3 clusters Score -5931492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -5931499.000000 Penalty: 5383.797852
	Iteration 34Q: 3 clusters Score -5931499 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -5931509.500000 Penalty: 5383.797852
	Iteration 35Q: 3 clusters Score -5931510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5931539.500000 Penalty: 5383.797852
	Iteration 36Q: 3 clusters Score -5931540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5931537.500000 Penalty: 5383.797852
	Iteration 37Q: 3 clusters Score -5931538 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -5931550.000000 Penalty: 5383.797852
	Iteration 38Q: 3 clusters Score -5931550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -5931581.000000 Penalty: 5383.797852
	Iteration 39Q: 3 clusters Score -5931581 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -5931584.500000 Penalty: 5383.797852
	Iteration 40F: 3 clusters Score -5931584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5931592.500000 Penalty: 5383.797852
	Iteration 41Q: 3 clusters Score -5931592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5931622.500000 Penalty: 5383.797852
	Iteration 42Q: 3 clusters Score -5931622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5931622.500000 Penalty: 5383.797852
	Iteration 43Q: 3 clusters Score -5931622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5931642.500000 Penalty: 5383.797852
	Iteration 44Q: 3 clusters Score -5931642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5931644.000000 Penalty: 5383.797852
	Iteration 45Q: 3 clusters Score -5931644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -5931640.500000 Penalty: 5383.797852
	Iteration 46Q: 3 clusters Score -5931640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -5931650.000000 Penalty: 5383.797852
	Iteration 47Q: 3 clusters Score -5931650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -5931654.500000 Penalty: 5383.797852
	Iteration 48Q: 3 clusters Score -5931654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5931667.000000 Penalty: 5383.797852
	Iteration 49Q: 3 clusters Score -5931667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -5931677.500000 Penalty: 5383.797852
	Iteration 50Q: 3 clusters Score -5931678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5931687.500000 Penalty: 5383.797852
	Iteration 51Q: 3 clusters Score -5931688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -5931685.500000 Penalty: 5383.797852
	Iteration 52Q: 3 clusters Score -5931686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5931691.500000 Penalty: 5383.797852
	Iteration 53Q: 3 clusters Score -5931692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5931682.000000 Penalty: 5383.797852
	Iteration 54Q: 3 clusters Score -5931682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -5931700.000000 Penalty: 5383.797852
	Iteration 55Q: 3 clusters Score -5931700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5931689.000000 Penalty: 5383.797852
	Iteration 56Q: 3 clusters Score -5931689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -5931701.000000 Penalty: 5383.797852
	Iteration 57Q: 3 clusters Score -5931701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5931708.000000 Penalty: 5383.797852
	Iteration 58Q: 3 clusters Score -5931708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -5931699.000000 Penalty: 5383.797852
	Iteration 59Q: 3 clusters Score -5931699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -5931705.500000 Penalty: 5383.797852
	Iteration 60F: 3 clusters Score -5931706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5931732.000000 Penalty: 5383.797852
	Iteration 61Q: 3 clusters Score -5931732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -5931730.000000 Penalty: 5383.797852
	Iteration 62Q: 3 clusters Score -5931730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5931729.000000 Penalty: 5383.797852
	Iteration 63Q: 3 clusters Score -5931729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5931731.500000 Penalty: 5383.797852
	Iteration 64Q: 3 clusters Score -5931732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5931740.500000 Penalty: 5383.797852
	Iteration 65Q: 3 clusters Score -5931740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5931742.000000 Penalty: 5383.797852
	Iteration 66Q: 3 clusters Score -5931742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5931761.500000 Penalty: 5383.797852
	Iteration 67Q: 3 clusters Score -5931762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5931761.500000 Penalty: 5383.797852
	Iteration 68Q: 3 clusters Score -5931762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -5931763.500000 Penalty: 5383.797852
	Iteration 69Q: 3 clusters Score -5931764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -5931763.000000 Penalty: 5383.797852
	Iteration 70Q: 3 clusters Score -5931763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5931770.000000 Penalty: 5383.797852
	Iteration 71Q: 3 clusters Score -5931770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -5931768.500000 Penalty: 5383.797852
	Iteration 72Q: 3 clusters Score -5931768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -5931759.500000 Penalty: 5383.797852
	Iteration 73Q: 3 clusters Score -5931760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5931778.500000 Penalty: 5383.797852
	Iteration 74Q: 3 clusters Score -5931778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5931781.500000 Penalty: 5383.797852
	Iteration 75Q: 3 clusters Score -5931782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -5931781.500000 Penalty: 5383.797852
	Iteration 76Q: 3 clusters Score -5931782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -5931794.500000 Penalty: 5383.797852
	Iteration 77Q: 3 clusters Score -5931794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -5931807.500000 Penalty: 5383.797852
	Iteration 78Q: 3 clusters Score -5931808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5931819.000000 Penalty: 5383.797852
	Iteration 79Q: 3 clusters Score -5931819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5931832.000000 Penalty: 5383.797852
	Iteration 80F: 3 clusters Score -5931832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -5931849.000000 Penalty: 5383.797852
	Iteration 81Q: 3 clusters Score -5931849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5931861.000000 Penalty: 5383.797852
	Iteration 82Q: 3 clusters Score -5931861 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -5931869.000000 Penalty: 5383.797852
	Iteration 83Q: 3 clusters Score -5931869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5931900.500000 Penalty: 5383.797852
	Iteration 84Q: 3 clusters Score -5931900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5931906.000000 Penalty: 5383.797852
	Iteration 85Q: 3 clusters Score -5931906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -5931908.000000 Penalty: 5383.797852
	Iteration 86Q: 3 clusters Score -5931908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5931926.000000 Penalty: 5383.797852
	Iteration 87Q: 3 clusters Score -5931926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -5931925.500000 Penalty: 5383.797852
	Iteration 88Q: 3 clusters Score -5931926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5931933.500000 Penalty: 5383.797852
	Iteration 89Q: 3 clusters Score -5931934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -5931946.000000 Penalty: 5383.797852
	Iteration 90Q: 3 clusters Score -5931946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5931958.500000 Penalty: 5383.797852
	Iteration 91Q: 3 clusters Score -5931958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5931956.500000 Penalty: 5383.797852
	Iteration 92Q: 3 clusters Score -5931956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5931971.000000 Penalty: 5383.797852
	Iteration 93Q: 3 clusters Score -5931971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5931987.000000 Penalty: 5383.797852
	Iteration 94Q: 3 clusters Score -5931987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5931997.000000 Penalty: 5383.797852
	Iteration 95Q: 3 clusters Score -5931997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5932017.500000 Penalty: 5383.797852
	Iteration 96Q: 3 clusters Score -5932018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5932011.000000 Penalty: 5383.797852
	Iteration 97Q: 3 clusters Score -5932011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5932020.000000 Penalty: 5383.797852
	Iteration 98Q: 3 clusters Score -5932020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5932038.000000 Penalty: 5383.797852
	Iteration 99Q: 3 clusters Score -5932038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -5932042.000000 Penalty: 5383.797852
	Iteration 100F: 3 clusters Score -5932042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5932067.000000 Penalty: 5383.797852
	Iteration 101Q: 3 clusters Score -5932067 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5932074.500000 Penalty: 5383.797852
	Iteration 102Q: 3 clusters Score -5932074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5932097.500000 Penalty: 5383.797852
	Iteration 103Q: 3 clusters Score -5932098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5932136.000000 Penalty: 5383.797852
	Iteration 104Q: 3 clusters Score -5932136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5932162.500000 Penalty: 5383.797852
	Iteration 105Q: 3 clusters Score -5932162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5932160.000000 Penalty: 5383.797852
	Iteration 106Q: 3 clusters Score -5932160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5932164.500000 Penalty: 5383.797852
	Iteration 107Q: 3 clusters Score -5932164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5932184.500000 Penalty: 5383.797852
	Iteration 108Q: 3 clusters Score -5932184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5932212.500000 Penalty: 5383.797852
	Iteration 109Q: 3 clusters Score -5932212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5932250.500000 Penalty: 5383.797852
	Iteration 110Q: 3 clusters Score -5932250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5932276.500000 Penalty: 5383.797852
	Iteration 111Q: 3 clusters Score -5932276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -5932291.500000 Penalty: 5383.797852
	Iteration 112Q: 3 clusters Score -5932292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5932300.000000 Penalty: 5383.797852
	Iteration 113Q: 3 clusters Score -5932300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5932311.000000 Penalty: 5383.797852
	Iteration 114Q: 3 clusters Score -5932311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5932331.000000 Penalty: 5383.797852
	Iteration 115Q: 3 clusters Score -5932331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5932326.500000 Penalty: 5383.797852
	Iteration 116Q: 3 clusters Score -5932326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5932332.000000 Penalty: 5383.797852
	Iteration 117Q: 3 clusters Score -5932332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5932327.000000 Penalty: 5383.797852
	Iteration 118Q: 3 clusters Score -5932327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5932332.500000 Penalty: 5383.797852
	Iteration 119Q: 3 clusters Score -5932332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5932359.000000 Penalty: 5383.797852
	Iteration 120F: 3 clusters Score -5932359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5932376.000000 Penalty: 5383.797852
	Iteration 121Q: 3 clusters Score -5932376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5932378.000000 Penalty: 5383.797852
	Iteration 122Q: 3 clusters Score -5932378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5932414.500000 Penalty: 5383.797852
	Iteration 123Q: 3 clusters Score -5932414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5932407.000000 Penalty: 5383.797852
	Iteration 124Q: 3 clusters Score -5932407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5932444.000000 Penalty: 5383.797852
	Iteration 125Q: 3 clusters Score -5932444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5932450.000000 Penalty: 5383.797852
	Iteration 126Q: 3 clusters Score -5932450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5932455.500000 Penalty: 5383.797852
	Iteration 127Q: 3 clusters Score -5932456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5932494.000000 Penalty: 5383.797852
	Iteration 128Q: 3 clusters Score -5932494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5932499.500000 Penalty: 5383.797852
	Iteration 129Q: 3 clusters Score -5932500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5932525.500000 Penalty: 5383.797852
	Iteration 130Q: 3 clusters Score -5932526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5932540.000000 Penalty: 5383.797852
	Iteration 131Q: 3 clusters Score -5932540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5932578.000000 Penalty: 5383.797852
	Iteration 132Q: 3 clusters Score -5932578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5932634.000000 Penalty: 5383.797852
	Iteration 133Q: 3 clusters Score -5932634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5932636.500000 Penalty: 5383.797852
	Iteration 134Q: 3 clusters Score -5932636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5932656.000000 Penalty: 5383.797852
	Iteration 135Q: 3 clusters Score -5932656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5932690.500000 Penalty: 5383.797852
	Iteration 136Q: 3 clusters Score -5932690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5932727.000000 Penalty: 5383.797852
	Iteration 137Q: 3 clusters Score -5932727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5932730.500000 Penalty: 5383.797852
	Iteration 138Q: 3 clusters Score -5932730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5932753.500000 Penalty: 5383.797852
	Iteration 139Q: 3 clusters Score -5932754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5932772.500000 Penalty: 5383.797852
	Iteration 140F: 3 clusters Score -5932772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5932789.000000 Penalty: 5383.797852
	Iteration 141Q: 3 clusters Score -5932789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5932810.000000 Penalty: 5383.797852
	Iteration 142Q: 3 clusters Score -5932810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5932812.000000 Penalty: 5383.797852
	Iteration 143Q: 3 clusters Score -5932812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5932822.000000 Penalty: 5383.797852
	Iteration 144Q: 3 clusters Score -5932822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5932837.500000 Penalty: 5383.797852
	Iteration 145Q: 3 clusters Score -5932838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5932855.000000 Penalty: 5383.797852
	Iteration 146Q: 3 clusters Score -5932855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5932877.500000 Penalty: 5383.797852
	Iteration 147Q: 3 clusters Score -5932878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5932899.500000 Penalty: 5383.797852
	Iteration 148Q: 3 clusters Score -5932900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5932904.500000 Penalty: 5383.797852
	Iteration 149Q: 3 clusters Score -5932904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5932935.500000 Penalty: 5383.797852
	Iteration 150Q: 3 clusters Score -5932936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5932949.000000 Penalty: 5383.797852
	Iteration 151Q: 3 clusters Score -5932949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5932959.000000 Penalty: 5383.797852
	Iteration 152Q: 3 clusters Score -5932959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5932970.000000 Penalty: 5383.797852
	Iteration 153Q: 3 clusters Score -5932970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5932983.500000 Penalty: 5383.797852
	Iteration 154Q: 3 clusters Score -5932984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5933009.500000 Penalty: 5383.797852
	Iteration 155Q: 3 clusters Score -5933010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5933016.500000 Penalty: 5383.797852
	Iteration 156Q: 3 clusters Score -5933016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5933021.000000 Penalty: 5383.797852
	Iteration 157Q: 3 clusters Score -5933021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5933021.500000 Penalty: 5383.797852
	Iteration 158Q: 3 clusters Score -5933022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5933028.000000 Penalty: 5383.797852
	Iteration 159Q: 3 clusters Score -5933028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5933022.500000 Penalty: 5383.797852
	Iteration 160F: 3 clusters Score -5933022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5933033.000000 Penalty: 5383.797852
	Iteration 161Q: 3 clusters Score -5933033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5933028.000000 Penalty: 5383.797852
	Iteration 162Q: 3 clusters Score -5933028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5933022.000000 Penalty: 5383.797852
	Iteration 163Q: 3 clusters Score -5933022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5933034.500000 Penalty: 5383.797852
	Iteration 164Q: 3 clusters Score -5933034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5933032.500000 Penalty: 5383.797852
	Iteration 165Q: 3 clusters Score -5933032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5933035.000000 Penalty: 5383.797852
	Iteration 166Q: 3 clusters Score -5933035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5933035.000000 Penalty: 5383.797852
	Iteration 167F: 3 clusters Score -5933035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -353128.468750 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -353128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -349626.000000 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -349626 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -350668.125000 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -350668.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -351163.625000 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -351163.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -351652.562500 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -351652.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352016.812500 Penalty: 4041.629150
	Iteration 4F: 3 clusters Score -352016.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352251.937500 Penalty: 4041.629150
	Iteration 5F: 3 clusters Score -352251.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -352374.468750 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -352374.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -352449.218750 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -352449.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -352488.187500 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -352488.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -352515.906250 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -352515.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -352540.437500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -352540.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -352557.375000 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -352557.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -352572.031250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -352572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -352583.281250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -352583.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -352589.968750 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -352590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -352595.031250 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -352595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -352601.843750 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -352601.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -352612.437500 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -352612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352620.687500 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -352620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -352629.500000 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -352629.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -352636.531250 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -352636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -352639.656250 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -352639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -352643.187500 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -352643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -352647.531250 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -352647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -352652.843750 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -352652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352655.406250 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -352655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -352659.250000 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -352659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -352662.187500 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -352662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -352663.031250 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -352663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -352663.843750 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -352663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -352665.156250 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -352665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -352665.281250 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -352665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -352665.843750 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -352665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -352665.843750 Penalty: 4041.629150
	Iteration 33F: 3 clusters Score -352665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -223561.296875 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -223561.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -220720.125000 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -220720.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -221747.109375 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -221747.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -222320.234375 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -222320.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -222632.734375 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -222632.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -222813.546875 Penalty: 3882.113770
	Iteration 4F: 3 clusters Score -222813.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -222898.031250 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -222898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -222940.484375 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -222940.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -222969.843750 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -222969.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -222979.718750 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -222979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -222987.625000 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -222987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -222989.890625 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -222989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -222994.390625 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -222994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -222997.718750 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -222997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -223001.468750 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -223001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -223003.906250 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -223003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -223005.281250 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -223005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -223005.281250 Penalty: 3882.113770
	Iteration 16F: 3 clusters Score -223005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -386516.937500 Penalty: 2032.031860
	Iteration 0F: 2 clusters Score -386516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -382895.562500 Penalty: 4064.063721
	Iteration 0F: 3 clusters Score -382895.6 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -384021.968750 Penalty: 4064.063721
	Iteration 1F: 3 clusters Score -384022 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -384536.781250 Penalty: 4064.063721
	Iteration 2F: 3 clusters Score -384536.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -385009.593750 Penalty: 4064.063721
	Iteration 3F: 3 clusters Score -385009.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -385589.093750 Penalty: 4064.063721
	Iteration 4F: 3 clusters Score -385589.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -386014.531250 Penalty: 4064.063721
	Iteration 5F: 3 clusters Score -386014.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -386273.156250 Penalty: 4064.063721
	Iteration 6F: 3 clusters Score -386273.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -386477.250000 Penalty: 4064.063721
	Iteration 7Q: 3 clusters Score -386477.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -386698.437500 Penalty: 4064.063721
	Iteration 8Q: 3 clusters Score -386698.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -386842.750000 Penalty: 4064.063721
	Iteration 9Q: 3 clusters Score -386842.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -386909.812500 Penalty: 4064.063721
	Iteration 10Q: 3 clusters Score -386909.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -386944.593750 Penalty: 4064.063721
	Iteration 11Q: 3 clusters Score -386944.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -386962.593750 Penalty: 4064.063721
	Iteration 12Q: 3 clusters Score -386962.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -386976.562500 Penalty: 4064.063721
	Iteration 13Q: 3 clusters Score -386976.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -386986.031250 Penalty: 4064.063721
	Iteration 14Q: 3 clusters Score -386986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -386993.937500 Penalty: 4064.063721
	Iteration 15Q: 3 clusters Score -386993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -386997.750000 Penalty: 4064.063721
	Iteration 16Q: 3 clusters Score -386997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -386999.406250 Penalty: 4064.063721
	Iteration 17Q: 3 clusters Score -386999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -387000.656250 Penalty: 4064.063721
	Iteration 18Q: 3 clusters Score -387000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -387001.093750 Penalty: 4064.063721
	Iteration 19Q: 3 clusters Score -387001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -387001.781250 Penalty: 4064.063721
	Iteration 20F: 3 clusters Score -387001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5016 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Mstep: Class 102 contains 1483 members 
Entering Unmasked Estep 
Score: -212263552.000000 Penalty: 366495.125000
Splitting cluster 47 changes total score from -212262896.000000 to -212263552.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 48 (15199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Entering Unmasked Estep 
Score: -1756663.000000 Penalty: 2387.988037
	Iteration 0F: 2 clusters Score -1756663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1745689.250000 Penalty: 4775.976074
	Iteration 0F: 3 clusters Score -1745689 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1749180.625000 Penalty: 4775.976074
	Iteration 1F: 3 clusters Score -1749181 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1749437.500000 Penalty: 4775.976074
	Iteration 2F: 3 clusters Score -1749438 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1749636.375000 Penalty: 4775.976074
	Iteration 3Q: 3 clusters Score -1749636 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1749799.625000 Penalty: 4775.976074
	Iteration 4Q: 3 clusters Score -1749800 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1749932.000000 Penalty: 4775.976074
	Iteration 5Q: 3 clusters Score -1749932 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1750043.500000 Penalty: 4775.976074
	Iteration 6Q: 3 clusters Score -1750044 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1750140.000000 Penalty: 4775.976074
	Iteration 7Q: 3 clusters Score -1750140 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1750224.125000 Penalty: 4775.976074
	Iteration 8Q: 3 clusters Score -1750224 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1750287.250000 Penalty: 4775.976074
	Iteration 9Q: 3 clusters Score -1750287 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1750346.000000 Penalty: 4775.976074
	Iteration 10Q: 3 clusters Score -1750346 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1750387.750000 Penalty: 4775.976074
	Iteration 11Q: 3 clusters Score -1750388 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1750435.500000 Penalty: 4775.976074
	Iteration 12Q: 3 clusters Score -1750436 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1750480.750000 Penalty: 4775.976074
	Iteration 13Q: 3 clusters Score -1750481 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1750538.875000 Penalty: 4775.976074
	Iteration 14Q: 3 clusters Score -1750539 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1750589.250000 Penalty: 4775.976074
	Iteration 15Q: 3 clusters Score -1750589 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1750652.750000 Penalty: 4775.976074
	Iteration 16Q: 3 clusters Score -1750653 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1750713.375000 Penalty: 4775.976074
	Iteration 17Q: 3 clusters Score -1750713 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1750772.875000 Penalty: 4775.976074
	Iteration 18Q: 3 clusters Score -1750773 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1750826.750000 Penalty: 4775.976074
	Iteration 19Q: 3 clusters Score -1750827 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1750880.625000 Penalty: 4775.976074
	Iteration 20F: 3 clusters Score -1750881 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1750952.625000 Penalty: 4775.976074
	Iteration 21Q: 3 clusters Score -1750953 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1751028.375000 Penalty: 4775.976074
	Iteration 22Q: 3 clusters Score -1751028 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1751138.375000 Penalty: 4775.976074
	Iteration 23Q: 3 clusters Score -1751138 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1751241.250000 Penalty: 4775.976074
	Iteration 24Q: 3 clusters Score -1751241 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1751342.625000 Penalty: 4775.976074
	Iteration 25Q: 3 clusters Score -1751343 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1751460.500000 Penalty: 4775.976074
	Iteration 26Q: 3 clusters Score -1751460 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1751594.500000 Penalty: 4775.976074
	Iteration 27Q: 3 clusters Score -1751594 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1751777.125000 Penalty: 4775.976074
	Iteration 28Q: 3 clusters Score -1751777 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1751969.875000 Penalty: 4775.976074
	Iteration 29Q: 3 clusters Score -1751970 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1752135.375000 Penalty: 4775.976074
	Iteration 30Q: 3 clusters Score -1752135 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1752323.125000 Penalty: 4775.976074
	Iteration 31Q: 3 clusters Score -1752323 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1752493.500000 Penalty: 4775.976074
	Iteration 32Q: 3 clusters Score -1752494 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1752654.250000 Penalty: 4775.976074
	Iteration 33Q: 3 clusters Score -1752654 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1752799.125000 Penalty: 4775.976074
	Iteration 34Q: 3 clusters Score -1752799 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1752928.750000 Penalty: 4775.976074
	Iteration 35Q: 3 clusters Score -1752929 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1753035.875000 Penalty: 4775.976074
	Iteration 36Q: 3 clusters Score -1753036 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1753128.375000 Penalty: 4775.976074
	Iteration 37Q: 3 clusters Score -1753128 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1753227.375000 Penalty: 4775.976074
	Iteration 38Q: 3 clusters Score -1753227 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1753319.250000 Penalty: 4775.976074
	Iteration 39Q: 3 clusters Score -1753319 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1753409.250000 Penalty: 4775.976074
	Iteration 40F: 3 clusters Score -1753409 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1753497.375000 Penalty: 4775.976074
	Iteration 41Q: 3 clusters Score -1753497 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1753568.875000 Penalty: 4775.976074
	Iteration 42Q: 3 clusters Score -1753569 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1753646.375000 Penalty: 4775.976074
	Iteration 43Q: 3 clusters Score -1753646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1753727.125000 Penalty: 4775.976074
	Iteration 44Q: 3 clusters Score -1753727 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1753781.125000 Penalty: 4775.976074
	Iteration 45Q: 3 clusters Score -1753781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1753818.000000 Penalty: 4775.976074
	Iteration 46Q: 3 clusters Score -1753818 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1753845.000000 Penalty: 4775.976074
	Iteration 47Q: 3 clusters Score -1753845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1753881.625000 Penalty: 4775.976074
	Iteration 48Q: 3 clusters Score -1753882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1753910.125000 Penalty: 4775.976074
	Iteration 49Q: 3 clusters Score -1753910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1753933.000000 Penalty: 4775.976074
	Iteration 50Q: 3 clusters Score -1753933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1753970.500000 Penalty: 4775.976074
	Iteration 51Q: 3 clusters Score -1753970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1754005.125000 Penalty: 4775.976074
	Iteration 52Q: 3 clusters Score -1754005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1754034.750000 Penalty: 4775.976074
	Iteration 53Q: 3 clusters Score -1754035 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1754062.500000 Penalty: 4775.976074
	Iteration 54Q: 3 clusters Score -1754062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1754087.625000 Penalty: 4775.976074
	Iteration 55Q: 3 clusters Score -1754088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1754105.125000 Penalty: 4775.976074
	Iteration 56Q: 3 clusters Score -1754105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1754131.750000 Penalty: 4775.976074
	Iteration 57Q: 3 clusters Score -1754132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1754146.375000 Penalty: 4775.976074
	Iteration 58Q: 3 clusters Score -1754146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1754168.750000 Penalty: 4775.976074
	Iteration 59Q: 3 clusters Score -1754169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1754191.375000 Penalty: 4775.976074
	Iteration 60F: 3 clusters Score -1754191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1754208.000000 Penalty: 4775.976074
	Iteration 61Q: 3 clusters Score -1754208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1754223.375000 Penalty: 4775.976074
	Iteration 62Q: 3 clusters Score -1754223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1754236.875000 Penalty: 4775.976074
	Iteration 63Q: 3 clusters Score -1754237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1754250.375000 Penalty: 4775.976074
	Iteration 64Q: 3 clusters Score -1754250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1754258.250000 Penalty: 4775.976074
	Iteration 65Q: 3 clusters Score -1754258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1754272.875000 Penalty: 4775.976074
	Iteration 66Q: 3 clusters Score -1754273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1754282.750000 Penalty: 4775.976074
	Iteration 67Q: 3 clusters Score -1754283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1754299.625000 Penalty: 4775.976074
	Iteration 68Q: 3 clusters Score -1754300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1754313.500000 Penalty: 4775.976074
	Iteration 69Q: 3 clusters Score -1754314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1754328.625000 Penalty: 4775.976074
	Iteration 70Q: 3 clusters Score -1754329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1754337.875000 Penalty: 4775.976074
	Iteration 71Q: 3 clusters Score -1754338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1754347.000000 Penalty: 4775.976074
	Iteration 72Q: 3 clusters Score -1754347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1754357.875000 Penalty: 4775.976074
	Iteration 73Q: 3 clusters Score -1754358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1754367.500000 Penalty: 4775.976074
	Iteration 74Q: 3 clusters Score -1754368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1754372.750000 Penalty: 4775.976074
	Iteration 75Q: 3 clusters Score -1754373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1754386.875000 Penalty: 4775.976074
	Iteration 76Q: 3 clusters Score -1754387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1754395.000000 Penalty: 4775.976074
	Iteration 77Q: 3 clusters Score -1754395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1754413.250000 Penalty: 4775.976074
	Iteration 78Q: 3 clusters Score -1754413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1754421.125000 Penalty: 4775.976074
	Iteration 79Q: 3 clusters Score -1754421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1754433.125000 Penalty: 4775.976074
	Iteration 80F: 3 clusters Score -1754433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1754443.125000 Penalty: 4775.976074
	Iteration 81Q: 3 clusters Score -1754443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1754464.500000 Penalty: 4775.976074
	Iteration 82Q: 3 clusters Score -1754464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1754490.750000 Penalty: 4775.976074
	Iteration 83Q: 3 clusters Score -1754491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1754520.750000 Penalty: 4775.976074
	Iteration 84Q: 3 clusters Score -1754521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1754535.625000 Penalty: 4775.976074
	Iteration 85Q: 3 clusters Score -1754536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1754550.875000 Penalty: 4775.976074
	Iteration 86Q: 3 clusters Score -1754551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1754555.500000 Penalty: 4775.976074
	Iteration 87Q: 3 clusters Score -1754556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1754565.625000 Penalty: 4775.976074
	Iteration 88Q: 3 clusters Score -1754566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1754570.125000 Penalty: 4775.976074
	Iteration 89Q: 3 clusters Score -1754570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1754580.875000 Penalty: 4775.976074
	Iteration 90Q: 3 clusters Score -1754581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1754577.625000 Penalty: 4775.976074
	Iteration 91Q: 3 clusters Score -1754578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1754584.375000 Penalty: 4775.976074
	Iteration 92Q: 3 clusters Score -1754584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1754582.625000 Penalty: 4775.976074
	Iteration 93Q: 3 clusters Score -1754583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1754589.250000 Penalty: 4775.976074
	Iteration 94Q: 3 clusters Score -1754589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1754590.750000 Penalty: 4775.976074
	Iteration 95Q: 3 clusters Score -1754591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1754590.375000 Penalty: 4775.976074
	Iteration 96Q: 3 clusters Score -1754590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1754592.125000 Penalty: 4775.976074
	Iteration 97Q: 3 clusters Score -1754592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1754589.375000 Penalty: 4775.976074
	Iteration 98Q: 3 clusters Score -1754589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1754586.875000 Penalty: 4775.976074
	Iteration 99Q: 3 clusters Score -1754587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1754588.625000 Penalty: 4775.976074
	Iteration 100F: 3 clusters Score -1754589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1754586.875000 Penalty: 4775.976074
	Iteration 101Q: 3 clusters Score -1754587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1754586.875000 Penalty: 4775.976074
	Iteration 102F: 3 clusters Score -1754587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -274044.062500 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -274044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271084.437500 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -271084.4 nChanged 876
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: -271675.468750 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -271675.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271822.250000 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -271822.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -271913.656250 Penalty: 3898.460449
	Iteration 3Q: 3 clusters Score -271913.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -271984.031250 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -271984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -272044.906250 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -272044.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -272122.843750 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -272122.8 nChanged 72
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: -272196.343750 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -272196.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -272273.125000 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -272273.1 nChanged 64
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: -272334.437500 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -272334.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -272395.031250 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -272395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -272467.031250 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -272467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -272540.812500 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -272540.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -272611.156250 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -272611.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -272658.656250 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -272658.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -272691.968750 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -272692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -272710.531250 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -272710.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272724.750000 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -272724.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272736.593750 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -272736.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272756.468750 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -272756.5 nChanged 21
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: -272772.781250 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -272772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -272787.500000 Penalty: 3898.460449
	Iteration 21Q: 3 clusters Score -272787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272793.406250 Penalty: 3898.460449
	Iteration 22Q: 3 clusters Score -272793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272795.625000 Penalty: 3898.460449
	Iteration 23Q: 3 clusters Score -272795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272798.593750 Penalty: 3898.460449
	Iteration 24Q: 3 clusters Score -272798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272800.468750 Penalty: 3898.460449
	Iteration 25Q: 3 clusters Score -272800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272802.875000 Penalty: 3898.460449
	Iteration 26Q: 3 clusters Score -272802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272803.562500 Penalty: 3898.460449
	Iteration 27Q: 3 clusters Score -272803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272804.250000 Penalty: 3898.460449
	Iteration 28Q: 3 clusters Score -272804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272804.218750 Penalty: 3898.460449
	Iteration 29Q: 3 clusters Score -272804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272805.187500 Penalty: 3898.460449
	Iteration 30Q: 3 clusters Score -272805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272805.218750 Penalty: 3898.460449
	Iteration 31Q: 3 clusters Score -272805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272806.875000 Penalty: 3898.460449
	Iteration 32Q: 3 clusters Score -272806.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272808.750000 Penalty: 3898.460449
	Iteration 33Q: 3 clusters Score -272808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272810.218750 Penalty: 3898.460449
	Iteration 34Q: 3 clusters Score -272810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272812.312500 Penalty: 3898.460449
	Iteration 35Q: 3 clusters Score -272812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272815.031250 Penalty: 3898.460449
	Iteration 36Q: 3 clusters Score -272815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272817.406250 Penalty: 3898.460449
	Iteration 37Q: 3 clusters Score -272817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272820.187500 Penalty: 3898.460449
	Iteration 38Q: 3 clusters Score -272820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272821.000000 Penalty: 3898.460449
	Iteration 39Q: 3 clusters Score -272821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272821.125000 Penalty: 3898.460449
	Iteration 40F: 3 clusters Score -272821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (47673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Entering Unmasked Estep 
Score: -5496041.500000 Penalty: 2671.485840
	Iteration 0F: 2 clusters Score -5496042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -5463735.000000 Penalty: 5342.971680
	Iteration 0F: 3 clusters Score -5463735 nChanged 21933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5475865.500000 Penalty: 5342.971680
	Iteration 1F: 3 clusters Score -5475866 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5476309.000000 Penalty: 5342.971680
	Iteration 2Q: 3 clusters Score -5476309 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5476720.500000 Penalty: 5342.971680
	Iteration 3Q: 3 clusters Score -5476720 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5477195.500000 Penalty: 5342.971680
	Iteration 4Q: 3 clusters Score -5477196 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5477816.500000 Penalty: 5342.971680
	Iteration 5Q: 3 clusters Score -5477816 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -5478666.000000 Penalty: 5342.971680
	Iteration 6Q: 3 clusters Score -5478666 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -5480009.500000 Penalty: 5342.971680
	Iteration 7F: 3 clusters Score -5480010 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5482187.000000 Penalty: 5342.971680
	Iteration 8F: 3 clusters Score -5482187 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -5485171.000000 Penalty: 5342.971680
	Iteration 9F: 3 clusters Score -5485171 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5488276.500000 Penalty: 5342.971680
	Iteration 10F: 3 clusters Score -5488276 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5490809.000000 Penalty: 5342.971680
	Iteration 11F: 3 clusters Score -5490809 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -5492353.500000 Penalty: 5342.971680
	Iteration 12Q: 3 clusters Score -5492354 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5493037.000000 Penalty: 5342.971680
	Iteration 13Q: 3 clusters Score -5493037 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5493362.000000 Penalty: 5342.971680
	Iteration 14Q: 3 clusters Score -5493362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -5493519.000000 Penalty: 5342.971680
	Iteration 15Q: 3 clusters Score -5493519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5493614.000000 Penalty: 5342.971680
	Iteration 16Q: 3 clusters Score -5493614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -5493665.000000 Penalty: 5342.971680
	Iteration 17Q: 3 clusters Score -5493665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -5493690.000000 Penalty: 5342.971680
	Iteration 18Q: 3 clusters Score -5493690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -5493700.500000 Penalty: 5342.971680
	Iteration 19Q: 3 clusters Score -5493700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5493710.500000 Penalty: 5342.971680
	Iteration 20F: 3 clusters Score -5493710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -5493720.000000 Penalty: 5342.971680
	Iteration 21Q: 3 clusters Score -5493720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5493735.500000 Penalty: 5342.971680
	Iteration 22Q: 3 clusters Score -5493736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -5493744.000000 Penalty: 5342.971680
	Iteration 23Q: 3 clusters Score -5493744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5493749.000000 Penalty: 5342.971680
	Iteration 24Q: 3 clusters Score -5493749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5493756.500000 Penalty: 5342.971680
	Iteration 25Q: 3 clusters Score -5493756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5493764.000000 Penalty: 5342.971680
	Iteration 26Q: 3 clusters Score -5493764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5493766.000000 Penalty: 5342.971680
	Iteration 27Q: 3 clusters Score -5493766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5493766.000000 Penalty: 5342.971680
	Iteration 28F: 3 clusters Score -5493766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Entering Unmasked Estep 
Score: -3804632.250000 Penalty: 2585.984619
	Iteration 0F: 2 clusters Score -3804632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3781715.250000 Penalty: 5171.969238
	Iteration 0F: 3 clusters Score -3781715 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3789742.500000 Penalty: 5171.969238
	Iteration 1F: 3 clusters Score -3789742 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3790178.500000 Penalty: 5171.969238
	Iteration 2Q: 3 clusters Score -3790178 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3790515.500000 Penalty: 5171.969238
	Iteration 3Q: 3 clusters Score -3790516 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3790832.750000 Penalty: 5171.969238
	Iteration 4Q: 3 clusters Score -3790833 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3791080.250000 Penalty: 5171.969238
	Iteration 5Q: 3 clusters Score -3791080 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3791367.750000 Penalty: 5171.969238
	Iteration 6Q: 3 clusters Score -3791368 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3791786.000000 Penalty: 5171.969238
	Iteration 7Q: 3 clusters Score -3791786 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3792311.000000 Penalty: 5171.969238
	Iteration 8Q: 3 clusters Score -3792311 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3793118.250000 Penalty: 5171.969238
	Iteration 9Q: 3 clusters Score -3793118 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3794216.250000 Penalty: 5171.969238
	Iteration 10F: 3 clusters Score -3794216 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3795507.750000 Penalty: 5171.969238
	Iteration 11F: 3 clusters Score -3795508 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3796882.750000 Penalty: 5171.969238
	Iteration 12F: 3 clusters Score -3796883 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3798089.250000 Penalty: 5171.969238
	Iteration 13F: 3 clusters Score -3798089 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3799001.750000 Penalty: 5171.969238
	Iteration 14Q: 3 clusters Score -3799002 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3799661.250000 Penalty: 5171.969238
	Iteration 15Q: 3 clusters Score -3799661 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3800148.000000 Penalty: 5171.969238
	Iteration 16Q: 3 clusters Score -3800148 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3800500.000000 Penalty: 5171.969238
	Iteration 17Q: 3 clusters Score -3800500 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3800782.500000 Penalty: 5171.969238
	Iteration 18Q: 3 clusters Score -3800782 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3800943.000000 Penalty: 5171.969238
	Iteration 19Q: 3 clusters Score -3800943 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3801063.500000 Penalty: 5171.969238
	Iteration 20F: 3 clusters Score -3801064 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3801171.000000 Penalty: 5171.969238
	Iteration 21Q: 3 clusters Score -3801171 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3801236.500000 Penalty: 5171.969238
	Iteration 22Q: 3 clusters Score -3801236 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3801298.500000 Penalty: 5171.969238
	Iteration 23Q: 3 clusters Score -3801298 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3801339.250000 Penalty: 5171.969238
	Iteration 24Q: 3 clusters Score -3801339 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3801365.250000 Penalty: 5171.969238
	Iteration 25Q: 3 clusters Score -3801365 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3801400.750000 Penalty: 5171.969238
	Iteration 26Q: 3 clusters Score -3801401 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3801449.500000 Penalty: 5171.969238
	Iteration 27Q: 3 clusters Score -3801450 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3801480.750000 Penalty: 5171.969238
	Iteration 28Q: 3 clusters Score -3801481 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3801506.250000 Penalty: 5171.969238
	Iteration 29Q: 3 clusters Score -3801506 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3801549.000000 Penalty: 5171.969238
	Iteration 30Q: 3 clusters Score -3801549 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3801590.750000 Penalty: 5171.969238
	Iteration 31Q: 3 clusters Score -3801591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3801615.000000 Penalty: 5171.969238
	Iteration 32Q: 3 clusters Score -3801615 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3801636.000000 Penalty: 5171.969238
	Iteration 33Q: 3 clusters Score -3801636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3801649.250000 Penalty: 5171.969238
	Iteration 34Q: 3 clusters Score -3801649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -3801665.500000 Penalty: 5171.969238
	Iteration 35Q: 3 clusters Score -3801666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3801706.000000 Penalty: 5171.969238
	Iteration 36Q: 3 clusters Score -3801706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3801734.500000 Penalty: 5171.969238
	Iteration 37Q: 3 clusters Score -3801734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3801764.000000 Penalty: 5171.969238
	Iteration 38Q: 3 clusters Score -3801764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3801792.500000 Penalty: 5171.969238
	Iteration 39Q: 3 clusters Score -3801792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3801823.250000 Penalty: 5171.969238
	Iteration 40F: 3 clusters Score -3801823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3801853.500000 Penalty: 5171.969238
	Iteration 41Q: 3 clusters Score -3801854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3801900.250000 Penalty: 5171.969238
	Iteration 42Q: 3 clusters Score -3801900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3801942.000000 Penalty: 5171.969238
	Iteration 43Q: 3 clusters Score -3801942 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3801986.250000 Penalty: 5171.969238
	Iteration 44Q: 3 clusters Score -3801986 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3802033.750000 Penalty: 5171.969238
	Iteration 45Q: 3 clusters Score -3802034 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3802086.250000 Penalty: 5171.969238
	Iteration 46Q: 3 clusters Score -3802086 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3802143.750000 Penalty: 5171.969238
	Iteration 47Q: 3 clusters Score -3802144 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3802173.000000 Penalty: 5171.969238
	Iteration 48Q: 3 clusters Score -3802173 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3802204.500000 Penalty: 5171.969238
	Iteration 49Q: 3 clusters Score -3802204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3802258.500000 Penalty: 5171.969238
	Iteration 50Q: 3 clusters Score -3802258 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3802295.250000 Penalty: 5171.969238
	Iteration 51Q: 3 clusters Score -3802295 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3802338.750000 Penalty: 5171.969238
	Iteration 52Q: 3 clusters Score -3802339 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3802378.750000 Penalty: 5171.969238
	Iteration 53Q: 3 clusters Score -3802379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3802433.500000 Penalty: 5171.969238
	Iteration 54Q: 3 clusters Score -3802434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3802482.750000 Penalty: 5171.969238
	Iteration 55Q: 3 clusters Score -3802483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3802514.000000 Penalty: 5171.969238
	Iteration 56Q: 3 clusters Score -3802514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3802543.750000 Penalty: 5171.969238
	Iteration 57Q: 3 clusters Score -3802544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3802568.500000 Penalty: 5171.969238
	Iteration 58Q: 3 clusters Score -3802568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3802592.250000 Penalty: 5171.969238
	Iteration 59Q: 3 clusters Score -3802592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3802612.000000 Penalty: 5171.969238
	Iteration 60F: 3 clusters Score -3802612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3802634.750000 Penalty: 5171.969238
	Iteration 61Q: 3 clusters Score -3802635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3802642.250000 Penalty: 5171.969238
	Iteration 62Q: 3 clusters Score -3802642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3802655.250000 Penalty: 5171.969238
	Iteration 63Q: 3 clusters Score -3802655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3802668.000000 Penalty: 5171.969238
	Iteration 64Q: 3 clusters Score -3802668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -3802668.750000 Penalty: 5171.969238
	Iteration 65Q: 3 clusters Score -3802669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3802672.500000 Penalty: 5171.969238
	Iteration 66Q: 3 clusters Score -3802672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3802680.250000 Penalty: 5171.969238
	Iteration 67Q: 3 clusters Score -3802680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3802686.250000 Penalty: 5171.969238
	Iteration 68Q: 3 clusters Score -3802686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3802688.750000 Penalty: 5171.969238
	Iteration 69Q: 3 clusters Score -3802689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3802694.750000 Penalty: 5171.969238
	Iteration 70Q: 3 clusters Score -3802695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3802694.500000 Penalty: 5171.969238
	Iteration 71Q: 3 clusters Score -3802694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3802697.250000 Penalty: 5171.969238
	Iteration 72Q: 3 clusters Score -3802697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3802704.500000 Penalty: 5171.969238
	Iteration 73Q: 3 clusters Score -3802704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3802712.250000 Penalty: 5171.969238
	Iteration 74Q: 3 clusters Score -3802712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3802723.250000 Penalty: 5171.969238
	Iteration 75Q: 3 clusters Score -3802723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3802730.250000 Penalty: 5171.969238
	Iteration 76Q: 3 clusters Score -3802730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -3802731.000000 Penalty: 5171.969238
	Iteration 77Q: 3 clusters Score -3802731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3802737.500000 Penalty: 5171.969238
	Iteration 78Q: 3 clusters Score -3802738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3802740.250000 Penalty: 5171.969238
	Iteration 79Q: 3 clusters Score -3802740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3802740.250000 Penalty: 5171.969238
	Iteration 80F: 3 clusters Score -3802740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3802740.500000 Penalty: 5171.969238
	Iteration 81Q: 3 clusters Score -3802740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3802738.750000 Penalty: 5171.969238
	Iteration 82Q: 3 clusters Score -3802739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3802738.250000 Penalty: 5171.969238
	Iteration 83Q: 3 clusters Score -3802738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -3802737.250000 Penalty: 5171.969238
	Iteration 84Q: 3 clusters Score -3802737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3802738.250000 Penalty: 5171.969238
	Iteration 85Q: 3 clusters Score -3802738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3802739.750000 Penalty: 5171.969238
	Iteration 86Q: 3 clusters Score -3802740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3802746.250000 Penalty: 5171.969238
	Iteration 87Q: 3 clusters Score -3802746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3802749.250000 Penalty: 5171.969238
	Iteration 88Q: 3 clusters Score -3802749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -3802752.250000 Penalty: 5171.969238
	Iteration 89Q: 3 clusters Score -3802752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3802759.250000 Penalty: 5171.969238
	Iteration 90Q: 3 clusters Score -3802759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3802759.250000 Penalty: 5171.969238
	Iteration 91Q: 3 clusters Score -3802759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3802761.000000 Penalty: 5171.969238
	Iteration 92Q: 3 clusters Score -3802761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -3802757.000000 Penalty: 5171.969238
	Iteration 93Q: 3 clusters Score -3802757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3802758.250000 Penalty: 5171.969238
	Iteration 94Q: 3 clusters Score -3802758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3802760.500000 Penalty: 5171.969238
	Iteration 95Q: 3 clusters Score -3802760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3802761.250000 Penalty: 5171.969238
	Iteration 96Q: 3 clusters Score -3802761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -3802761.750000 Penalty: 5171.969238
	Iteration 97Q: 3 clusters Score -3802762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3802766.000000 Penalty: 5171.969238
	Iteration 98Q: 3 clusters Score -3802766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3802763.250000 Penalty: 5171.969238
	Iteration 99Q: 3 clusters Score -3802763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3802763.000000 Penalty: 5171.969238
	Iteration 100F: 3 clusters Score -3802763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3802764.250000 Penalty: 5171.969238
	Iteration 101Q: 3 clusters Score -3802764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3802764.250000 Penalty: 5171.969238
	Iteration 102F: 3 clusters Score -3802764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -586513.125000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -586513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -581906.437500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -581906.4 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -583075.187500 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -583075.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -583264.375000 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -583264.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -583382.625000 Penalty: 4235.515625
	Iteration 3Q: 3 clusters Score -583382.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -583461.750000 Penalty: 4235.515625
	Iteration 4Q: 3 clusters Score -583461.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -583510.875000 Penalty: 4235.515625
	Iteration 5Q: 3 clusters Score -583510.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -583552.437500 Penalty: 4235.515625
	Iteration 6Q: 3 clusters Score -583552.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -583580.625000 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -583580.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -583602.937500 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -583602.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -583623.375000 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -583623.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -583640.000000 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -583640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -583655.250000 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -583655.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -583669.437500 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -583669.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -583683.312500 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -583683.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -583691.187500 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -583691.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -583700.812500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -583700.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -583713.375000 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -583713.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -583730.187500 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -583730.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -583746.625000 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -583746.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -583763.437500 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -583763.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -583778.437500 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -583778.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -583789.875000 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -583789.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -583799.062500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -583799.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -583807.562500 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -583807.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -583816.750000 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -583816.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -583828.437500 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -583828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -583835.125000 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -583835.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -583843.187500 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -583843.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -583851.437500 Penalty: 4235.515625
	Iteration 28Q: 3 clusters Score -583851.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -583856.750000 Penalty: 4235.515625
	Iteration 29Q: 3 clusters Score -583856.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -583867.625000 Penalty: 4235.515625
	Iteration 30Q: 3 clusters Score -583867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -583872.687500 Penalty: 4235.515625
	Iteration 31Q: 3 clusters Score -583872.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -583877.312500 Penalty: 4235.515625
	Iteration 32Q: 3 clusters Score -583877.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -583881.437500 Penalty: 4235.515625
	Iteration 33Q: 3 clusters Score -583881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -583884.750000 Penalty: 4235.515625
	Iteration 34Q: 3 clusters Score -583884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -583889.687500 Penalty: 4235.515625
	Iteration 35Q: 3 clusters Score -583889.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -583895.250000 Penalty: 4235.515625
	Iteration 36Q: 3 clusters Score -583895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -583897.687500 Penalty: 4235.515625
	Iteration 37Q: 3 clusters Score -583897.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -583902.625000 Penalty: 4235.515625
	Iteration 38Q: 3 clusters Score -583902.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -583913.187500 Penalty: 4235.515625
	Iteration 39Q: 3 clusters Score -583913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -583923.437500 Penalty: 4235.515625
	Iteration 40F: 3 clusters Score -583923.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -583932.625000 Penalty: 4235.515625
	Iteration 41Q: 3 clusters Score -583932.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -583941.437500 Penalty: 4235.515625
	Iteration 42Q: 3 clusters Score -583941.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -583951.562500 Penalty: 4235.515625
	Iteration 43Q: 3 clusters Score -583951.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -583961.312500 Penalty: 4235.515625
	Iteration 44Q: 3 clusters Score -583961.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -583974.625000 Penalty: 4235.515625
	Iteration 45Q: 3 clusters Score -583974.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -583997.000000 Penalty: 4235.515625
	Iteration 46Q: 3 clusters Score -583997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -584026.812500 Penalty: 4235.515625
	Iteration 47Q: 3 clusters Score -584026.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -584059.750000 Penalty: 4235.515625
	Iteration 48Q: 3 clusters Score -584059.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -584094.750000 Penalty: 4235.515625
	Iteration 49Q: 3 clusters Score -584094.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -584139.687500 Penalty: 4235.515625
	Iteration 50Q: 3 clusters Score -584139.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -584192.625000 Penalty: 4235.515625
	Iteration 51Q: 3 clusters Score -584192.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -584239.375000 Penalty: 4235.515625
	Iteration 52Q: 3 clusters Score -584239.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -584292.875000 Penalty: 4235.515625
	Iteration 53Q: 3 clusters Score -584292.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -584346.687500 Penalty: 4235.515625
	Iteration 54Q: 3 clusters Score -584346.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -584393.875000 Penalty: 4235.515625
	Iteration 55Q: 3 clusters Score -584393.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -584430.375000 Penalty: 4235.515625
	Iteration 56Q: 3 clusters Score -584430.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -584458.375000 Penalty: 4235.515625
	Iteration 57Q: 3 clusters Score -584458.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -584484.812500 Penalty: 4235.515625
	Iteration 58Q: 3 clusters Score -584484.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -584511.937500 Penalty: 4235.515625
	Iteration 59Q: 3 clusters Score -584511.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -584534.937500 Penalty: 4235.515625
	Iteration 60F: 3 clusters Score -584534.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -584560.125000 Penalty: 4235.515625
	Iteration 61Q: 3 clusters Score -584560.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -584580.937500 Penalty: 4235.515625
	Iteration 62Q: 3 clusters Score -584580.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -584600.875000 Penalty: 4235.515625
	Iteration 63Q: 3 clusters Score -584600.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -584614.687500 Penalty: 4235.515625
	Iteration 64Q: 3 clusters Score -584614.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -584623.375000 Penalty: 4235.515625
	Iteration 65Q: 3 clusters Score -584623.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -584633.812500 Penalty: 4235.515625
	Iteration 66Q: 3 clusters Score -584633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -584639.312500 Penalty: 4235.515625
	Iteration 67Q: 3 clusters Score -584639.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -584648.750000 Penalty: 4235.515625
	Iteration 68Q: 3 clusters Score -584648.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -584656.562500 Penalty: 4235.515625
	Iteration 69Q: 3 clusters Score -584656.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -584669.187500 Penalty: 4235.515625
	Iteration 70Q: 3 clusters Score -584669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -584682.875000 Penalty: 4235.515625
	Iteration 71Q: 3 clusters Score -584682.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -584690.062500 Penalty: 4235.515625
	Iteration 72Q: 3 clusters Score -584690.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -584704.125000 Penalty: 4235.515625
	Iteration 73Q: 3 clusters Score -584704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -584717.250000 Penalty: 4235.515625
	Iteration 74Q: 3 clusters Score -584717.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -584729.812500 Penalty: 4235.515625
	Iteration 75Q: 3 clusters Score -584729.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -584743.000000 Penalty: 4235.515625
	Iteration 76Q: 3 clusters Score -584743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -584755.812500 Penalty: 4235.515625
	Iteration 77Q: 3 clusters Score -584755.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -584767.937500 Penalty: 4235.515625
	Iteration 78Q: 3 clusters Score -584767.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -584773.375000 Penalty: 4235.515625
	Iteration 79Q: 3 clusters Score -584773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -584778.187500 Penalty: 4235.515625
	Iteration 80F: 3 clusters Score -584778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -584781.375000 Penalty: 4235.515625
	Iteration 81Q: 3 clusters Score -584781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -584783.250000 Penalty: 4235.515625
	Iteration 82Q: 3 clusters Score -584783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -584787.750000 Penalty: 4235.515625
	Iteration 83Q: 3 clusters Score -584787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -584790.500000 Penalty: 4235.515625
	Iteration 84Q: 3 clusters Score -584790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -584789.250000 Penalty: 4235.515625
	Iteration 85Q: 3 clusters Score -584789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -584790.500000 Penalty: 4235.515625
	Iteration 86Q: 3 clusters Score -584790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -584791.562500 Penalty: 4235.515625
	Iteration 87Q: 3 clusters Score -584791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -584795.062500 Penalty: 4235.515625
	Iteration 88Q: 3 clusters Score -584795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -584796.812500 Penalty: 4235.515625
	Iteration 89Q: 3 clusters Score -584796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -584798.375000 Penalty: 4235.515625
	Iteration 90Q: 3 clusters Score -584798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -584800.437500 Penalty: 4235.515625
	Iteration 91Q: 3 clusters Score -584800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -584800.375000 Penalty: 4235.515625
	Iteration 92Q: 3 clusters Score -584800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -584801.625000 Penalty: 4235.515625
	Iteration 93Q: 3 clusters Score -584801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -584802.750000 Penalty: 4235.515625
	Iteration 94Q: 3 clusters Score -584802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -584803.437500 Penalty: 4235.515625
	Iteration 95Q: 3 clusters Score -584803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -584803.750000 Penalty: 4235.515625
	Iteration 96Q: 3 clusters Score -584803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -584806.187500 Penalty: 4235.515625
	Iteration 97Q: 3 clusters Score -584806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -584808.500000 Penalty: 4235.515625
	Iteration 98Q: 3 clusters Score -584808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -584807.875000 Penalty: 4235.515625
	Iteration 99Q: 3 clusters Score -584807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -584807.875000 Penalty: 4235.515625
	Iteration 100F: 3 clusters Score -584807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -508930.781250 Penalty: 2093.999512
	Iteration 0F: 2 clusters Score -508930.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -504581.000000 Penalty: 4187.999023
	Iteration 0F: 3 clusters Score -504581 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -505704.437500 Penalty: 4187.999023
	Iteration 1F: 3 clusters Score -505704.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -506154.718750 Penalty: 4187.999023
	Iteration 2F: 3 clusters Score -506154.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -506622.250000 Penalty: 4187.999023
	Iteration 3F: 3 clusters Score -506622.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -507006.625000 Penalty: 4187.999023
	Iteration 4F: 3 clusters Score -507006.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -507288.406250 Penalty: 4187.999023
	Iteration 5F: 3 clusters Score -507288.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -507549.187500 Penalty: 4187.999023
	Iteration 6F: 3 clusters Score -507549.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -507724.500000 Penalty: 4187.999023
	Iteration 7Q: 3 clusters Score -507724.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -507874.250000 Penalty: 4187.999023
	Iteration 8Q: 3 clusters Score -507874.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -508003.437500 Penalty: 4187.999023
	Iteration 9Q: 3 clusters Score -508003.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -508090.875000 Penalty: 4187.999023
	Iteration 10Q: 3 clusters Score -508090.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -508160.843750 Penalty: 4187.999023
	Iteration 11Q: 3 clusters Score -508160.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -508210.312500 Penalty: 4187.999023
	Iteration 12Q: 3 clusters Score -508210.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -508252.218750 Penalty: 4187.999023
	Iteration 13Q: 3 clusters Score -508252.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -508292.218750 Penalty: 4187.999023
	Iteration 14Q: 3 clusters Score -508292.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -508316.343750 Penalty: 4187.999023
	Iteration 15Q: 3 clusters Score -508316.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -508330.375000 Penalty: 4187.999023
	Iteration 16Q: 3 clusters Score -508330.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -508342.750000 Penalty: 4187.999023
	Iteration 17Q: 3 clusters Score -508342.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -508353.187500 Penalty: 4187.999023
	Iteration 18Q: 3 clusters Score -508353.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -508361.312500 Penalty: 4187.999023
	Iteration 19Q: 3 clusters Score -508361.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -508368.468750 Penalty: 4187.999023
	Iteration 20F: 3 clusters Score -508368.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -508379.125000 Penalty: 4187.999023
	Iteration 21Q: 3 clusters Score -508379.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -508387.875000 Penalty: 4187.999023
	Iteration 22Q: 3 clusters Score -508387.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -508397.750000 Penalty: 4187.999023
	Iteration 23Q: 3 clusters Score -508397.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -508408.937500 Penalty: 4187.999023
	Iteration 24Q: 3 clusters Score -508408.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -508417.906250 Penalty: 4187.999023
	Iteration 25Q: 3 clusters Score -508417.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -508428.531250 Penalty: 4187.999023
	Iteration 26Q: 3 clusters Score -508428.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -508438.093750 Penalty: 4187.999023
	Iteration 27Q: 3 clusters Score -508438.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -508447.687500 Penalty: 4187.999023
	Iteration 28Q: 3 clusters Score -508447.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -508457.625000 Penalty: 4187.999023
	Iteration 29Q: 3 clusters Score -508457.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -508471.656250 Penalty: 4187.999023
	Iteration 30Q: 3 clusters Score -508471.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -508484.250000 Penalty: 4187.999023
	Iteration 31Q: 3 clusters Score -508484.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -508497.562500 Penalty: 4187.999023
	Iteration 32Q: 3 clusters Score -508497.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -508512.593750 Penalty: 4187.999023
	Iteration 33Q: 3 clusters Score -508512.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -508521.281250 Penalty: 4187.999023
	Iteration 34Q: 3 clusters Score -508521.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -508530.343750 Penalty: 4187.999023
	Iteration 35Q: 3 clusters Score -508530.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -508539.562500 Penalty: 4187.999023
	Iteration 36Q: 3 clusters Score -508539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -508549.843750 Penalty: 4187.999023
	Iteration 37Q: 3 clusters Score -508549.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -508561.562500 Penalty: 4187.999023
	Iteration 38Q: 3 clusters Score -508561.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -508577.156250 Penalty: 4187.999023
	Iteration 39Q: 3 clusters Score -508577.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -508589.843750 Penalty: 4187.999023
	Iteration 40F: 3 clusters Score -508589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -508605.281250 Penalty: 4187.999023
	Iteration 41Q: 3 clusters Score -508605.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -508623.093750 Penalty: 4187.999023
	Iteration 42Q: 3 clusters Score -508623.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -508655.062500 Penalty: 4187.999023
	Iteration 43Q: 3 clusters Score -508655.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -508678.500000 Penalty: 4187.999023
	Iteration 44Q: 3 clusters Score -508678.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -508703.437500 Penalty: 4187.999023
	Iteration 45Q: 3 clusters Score -508703.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -508720.437500 Penalty: 4187.999023
	Iteration 46Q: 3 clusters Score -508720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -508731.281250 Penalty: 4187.999023
	Iteration 47Q: 3 clusters Score -508731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -508740.937500 Penalty: 4187.999023
	Iteration 48Q: 3 clusters Score -508740.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -508747.593750 Penalty: 4187.999023
	Iteration 49Q: 3 clusters Score -508747.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -508753.843750 Penalty: 4187.999023
	Iteration 50Q: 3 clusters Score -508753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -508756.343750 Penalty: 4187.999023
	Iteration 51Q: 3 clusters Score -508756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -508758.500000 Penalty: 4187.999023
	Iteration 52Q: 3 clusters Score -508758.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -508761.718750 Penalty: 4187.999023
	Iteration 53Q: 3 clusters Score -508761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -508764.750000 Penalty: 4187.999023
	Iteration 54Q: 3 clusters Score -508764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -508764.406250 Penalty: 4187.999023
	Iteration 55Q: 3 clusters Score -508764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -508764.062500 Penalty: 4187.999023
	Iteration 56Q: 3 clusters Score -508764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -508765.531250 Penalty: 4187.999023
	Iteration 57Q: 3 clusters Score -508765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -508766.875000 Penalty: 4187.999023
	Iteration 58Q: 3 clusters Score -508766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -508766.875000 Penalty: 4187.999023
	Iteration 59F: 3 clusters Score -508766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -813627.187500 Penalty: 2218.830078
	Iteration 0F: 2 clusters Score -813627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -807450.000000 Penalty: 4437.660156
	Iteration 0F: 3 clusters Score -807450 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -809337.062500 Penalty: 4437.660156
	Iteration 1F: 3 clusters Score -809337.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -809789.500000 Penalty: 4437.660156
	Iteration 2F: 3 clusters Score -809789.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -810173.750000 Penalty: 4437.660156
	Iteration 3F: 3 clusters Score -810173.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -810551.437500 Penalty: 4437.660156
	Iteration 4F: 3 clusters Score -810551.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -810845.312500 Penalty: 4437.660156
	Iteration 5F: 3 clusters Score -810845.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -811074.937500 Penalty: 4437.660156
	Iteration 6Q: 3 clusters Score -811074.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -811257.000000 Penalty: 4437.660156
	Iteration 7Q: 3 clusters Score -811257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -811383.812500 Penalty: 4437.660156
	Iteration 8Q: 3 clusters Score -811383.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -811466.750000 Penalty: 4437.660156
	Iteration 9Q: 3 clusters Score -811466.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -811531.062500 Penalty: 4437.660156
	Iteration 10Q: 3 clusters Score -811531.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -811570.187500 Penalty: 4437.660156
	Iteration 11Q: 3 clusters Score -811570.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -811608.625000 Penalty: 4437.660156
	Iteration 12Q: 3 clusters Score -811608.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -811648.812500 Penalty: 4437.660156
	Iteration 13Q: 3 clusters Score -811648.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -811687.562500 Penalty: 4437.660156
	Iteration 14Q: 3 clusters Score -811687.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -811743.687500 Penalty: 4437.660156
	Iteration 15Q: 3 clusters Score -811743.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -811803.062500 Penalty: 4437.660156
	Iteration 16Q: 3 clusters Score -811803.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -811873.187500 Penalty: 4437.660156
	Iteration 17Q: 3 clusters Score -811873.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -811927.250000 Penalty: 4437.660156
	Iteration 18Q: 3 clusters Score -811927.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -811979.125000 Penalty: 4437.660156
	Iteration 19Q: 3 clusters Score -811979.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -812038.750000 Penalty: 4437.660156
	Iteration 20F: 3 clusters Score -812038.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -812100.812500 Penalty: 4437.660156
	Iteration 21Q: 3 clusters Score -812100.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -812170.562500 Penalty: 4437.660156
	Iteration 22Q: 3 clusters Score -812170.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -812221.937500 Penalty: 4437.660156
	Iteration 23Q: 3 clusters Score -812221.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -812254.625000 Penalty: 4437.660156
	Iteration 24Q: 3 clusters Score -812254.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -812267.875000 Penalty: 4437.660156
	Iteration 25Q: 3 clusters Score -812267.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -812281.625000 Penalty: 4437.660156
	Iteration 26Q: 3 clusters Score -812281.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -812292.937500 Penalty: 4437.660156
	Iteration 27Q: 3 clusters Score -812292.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -812302.312500 Penalty: 4437.660156
	Iteration 28Q: 3 clusters Score -812302.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -812313.500000 Penalty: 4437.660156
	Iteration 29Q: 3 clusters Score -812313.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -812319.375000 Penalty: 4437.660156
	Iteration 30Q: 3 clusters Score -812319.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -812327.937500 Penalty: 4437.660156
	Iteration 31Q: 3 clusters Score -812327.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -812332.687500 Penalty: 4437.660156
	Iteration 32Q: 3 clusters Score -812332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -812337.562500 Penalty: 4437.660156
	Iteration 33Q: 3 clusters Score -812337.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -812340.125000 Penalty: 4437.660156
	Iteration 34Q: 3 clusters Score -812340.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -812343.562500 Penalty: 4437.660156
	Iteration 35Q: 3 clusters Score -812343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -812346.187500 Penalty: 4437.660156
	Iteration 36Q: 3 clusters Score -812346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -812350.625000 Penalty: 4437.660156
	Iteration 37Q: 3 clusters Score -812350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -812353.750000 Penalty: 4437.660156
	Iteration 38Q: 3 clusters Score -812353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -812353.437500 Penalty: 4437.660156
	Iteration 39Q: 3 clusters Score -812353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -812362.312500 Penalty: 4437.660156
	Iteration 40F: 3 clusters Score -812362.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -812372.125000 Penalty: 4437.660156
	Iteration 41Q: 3 clusters Score -812372.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -812388.812500 Penalty: 4437.660156
	Iteration 42Q: 3 clusters Score -812388.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -812411.437500 Penalty: 4437.660156
	Iteration 43Q: 3 clusters Score -812411.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -812438.562500 Penalty: 4437.660156
	Iteration 44Q: 3 clusters Score -812438.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -812462.812500 Penalty: 4437.660156
	Iteration 45Q: 3 clusters Score -812462.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -812479.312500 Penalty: 4437.660156
	Iteration 46Q: 3 clusters Score -812479.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -812488.312500 Penalty: 4437.660156
	Iteration 47Q: 3 clusters Score -812488.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -812496.500000 Penalty: 4437.660156
	Iteration 48Q: 3 clusters Score -812496.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -812510.625000 Penalty: 4437.660156
	Iteration 49Q: 3 clusters Score -812510.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -812521.875000 Penalty: 4437.660156
	Iteration 50Q: 3 clusters Score -812521.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -812534.125000 Penalty: 4437.660156
	Iteration 51Q: 3 clusters Score -812534.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -812544.937500 Penalty: 4437.660156
	Iteration 52Q: 3 clusters Score -812544.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -812551.125000 Penalty: 4437.660156
	Iteration 53Q: 3 clusters Score -812551.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -812558.562500 Penalty: 4437.660156
	Iteration 54Q: 3 clusters Score -812558.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -812563.250000 Penalty: 4437.660156
	Iteration 55Q: 3 clusters Score -812563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -812567.437500 Penalty: 4437.660156
	Iteration 56Q: 3 clusters Score -812567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -812566.562500 Penalty: 4437.660156
	Iteration 57Q: 3 clusters Score -812566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -812566.875000 Penalty: 4437.660156
	Iteration 58Q: 3 clusters Score -812566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -812567.437500 Penalty: 4437.660156
	Iteration 59Q: 3 clusters Score -812567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -812567.937500 Penalty: 4437.660156
	Iteration 60F: 3 clusters Score -812567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (18960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Entering Unmasked Estep 
Score: -2181921.750000 Penalty: 2442.821533
	Iteration 0F: 2 clusters Score -2181922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2168438.500000 Penalty: 4885.643066
	Iteration 0F: 3 clusters Score -2168438 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2172951.250000 Penalty: 4885.643066
	Iteration 1F: 3 clusters Score -2172951 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2173297.000000 Penalty: 4885.643066
	Iteration 2F: 3 clusters Score -2173297 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2173592.750000 Penalty: 4885.643066
	Iteration 3Q: 3 clusters Score -2173593 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2173902.500000 Penalty: 4885.643066
	Iteration 4Q: 3 clusters Score -2173902 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2174314.750000 Penalty: 4885.643066
	Iteration 5Q: 3 clusters Score -2174315 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2174824.250000 Penalty: 4885.643066
	Iteration 6Q: 3 clusters Score -2174824 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2175465.750000 Penalty: 4885.643066
	Iteration 7F: 3 clusters Score -2175466 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2176218.500000 Penalty: 4885.643066
	Iteration 8F: 3 clusters Score -2176218 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2177069.500000 Penalty: 4885.643066
	Iteration 9F: 3 clusters Score -2177070 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2177861.000000 Penalty: 4885.643066
	Iteration 10F: 3 clusters Score -2177861 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2178472.250000 Penalty: 4885.643066
	Iteration 11Q: 3 clusters Score -2178472 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2178900.250000 Penalty: 4885.643066
	Iteration 12Q: 3 clusters Score -2178900 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2179217.000000 Penalty: 4885.643066
	Iteration 13Q: 3 clusters Score -2179217 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2179424.500000 Penalty: 4885.643066
	Iteration 14Q: 3 clusters Score -2179424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2179570.500000 Penalty: 4885.643066
	Iteration 15Q: 3 clusters Score -2179570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2179654.250000 Penalty: 4885.643066
	Iteration 16Q: 3 clusters Score -2179654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2179706.500000 Penalty: 4885.643066
	Iteration 17Q: 3 clusters Score -2179706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2179750.500000 Penalty: 4885.643066
	Iteration 18Q: 3 clusters Score -2179750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2179777.000000 Penalty: 4885.643066
	Iteration 19Q: 3 clusters Score -2179777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2179794.500000 Penalty: 4885.643066
	Iteration 20F: 3 clusters Score -2179794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2179805.500000 Penalty: 4885.643066
	Iteration 21Q: 3 clusters Score -2179806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2179813.000000 Penalty: 4885.643066
	Iteration 22Q: 3 clusters Score -2179813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2179823.250000 Penalty: 4885.643066
	Iteration 23Q: 3 clusters Score -2179823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2179834.750000 Penalty: 4885.643066
	Iteration 24Q: 3 clusters Score -2179835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2179848.000000 Penalty: 4885.643066
	Iteration 25Q: 3 clusters Score -2179848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2179859.500000 Penalty: 4885.643066
	Iteration 26Q: 3 clusters Score -2179860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2179861.250000 Penalty: 4885.643066
	Iteration 27Q: 3 clusters Score -2179861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2179861.500000 Penalty: 4885.643066
	Iteration 28Q: 3 clusters Score -2179862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2179866.000000 Penalty: 4885.643066
	Iteration 29Q: 3 clusters Score -2179866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2179866.000000 Penalty: 4885.643066
	Iteration 30Q: 3 clusters Score -2179866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2179866.500000 Penalty: 4885.643066
	Iteration 31Q: 3 clusters Score -2179866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2179873.500000 Penalty: 4885.643066
	Iteration 32Q: 3 clusters Score -2179874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2179873.500000 Penalty: 4885.643066
	Iteration 33F: 3 clusters Score -2179874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -663924.125000 Penalty: 2176.795410
	Iteration 0F: 2 clusters Score -663924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -658501.312500 Penalty: 4353.590820
	Iteration 0F: 3 clusters Score -658501.3 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -660095.937500 Penalty: 4353.590820
	Iteration 1F: 3 clusters Score -660095.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -660566.375000 Penalty: 4353.590820
	Iteration 2F: 3 clusters Score -660566.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -660985.875000 Penalty: 4353.590820
	Iteration 3F: 3 clusters Score -660985.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -661344.250000 Penalty: 4353.590820
	Iteration 4F: 3 clusters Score -661344.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -661638.062500 Penalty: 4353.590820
	Iteration 5F: 3 clusters Score -661638.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -661866.437500 Penalty: 4353.590820
	Iteration 6Q: 3 clusters Score -661866.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -662035.750000 Penalty: 4353.590820
	Iteration 7Q: 3 clusters Score -662035.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -662158.000000 Penalty: 4353.590820
	Iteration 8Q: 3 clusters Score -662158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -662274.375000 Penalty: 4353.590820
	Iteration 9Q: 3 clusters Score -662274.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -662393.062500 Penalty: 4353.590820
	Iteration 10Q: 3 clusters Score -662393.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -662528.000000 Penalty: 4353.590820
	Iteration 11Q: 3 clusters Score -662528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -662630.437500 Penalty: 4353.590820
	Iteration 12Q: 3 clusters Score -662630.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -662695.750000 Penalty: 4353.590820
	Iteration 13Q: 3 clusters Score -662695.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -662742.812500 Penalty: 4353.590820
	Iteration 14Q: 3 clusters Score -662742.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -662768.875000 Penalty: 4353.590820
	Iteration 15Q: 3 clusters Score -662768.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -662790.687500 Penalty: 4353.590820
	Iteration 16Q: 3 clusters Score -662790.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -662805.312500 Penalty: 4353.590820
	Iteration 17Q: 3 clusters Score -662805.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -662827.062500 Penalty: 4353.590820
	Iteration 18Q: 3 clusters Score -662827.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -662842.187500 Penalty: 4353.590820
	Iteration 19Q: 3 clusters Score -662842.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -662855.687500 Penalty: 4353.590820
	Iteration 20F: 3 clusters Score -662855.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -662867.062500 Penalty: 4353.590820
	Iteration 21Q: 3 clusters Score -662867.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -662881.000000 Penalty: 4353.590820
	Iteration 22Q: 3 clusters Score -662881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -662895.500000 Penalty: 4353.590820
	Iteration 23Q: 3 clusters Score -662895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -662901.500000 Penalty: 4353.590820
	Iteration 24Q: 3 clusters Score -662901.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -662912.750000 Penalty: 4353.590820
	Iteration 25Q: 3 clusters Score -662912.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -662922.750000 Penalty: 4353.590820
	Iteration 26Q: 3 clusters Score -662922.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -662930.562500 Penalty: 4353.590820
	Iteration 27Q: 3 clusters Score -662930.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -662936.812500 Penalty: 4353.590820
	Iteration 28Q: 3 clusters Score -662936.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -662941.250000 Penalty: 4353.590820
	Iteration 29Q: 3 clusters Score -662941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -662943.062500 Penalty: 4353.590820
	Iteration 30Q: 3 clusters Score -662943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -662944.312500 Penalty: 4353.590820
	Iteration 31Q: 3 clusters Score -662944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -662947.687500 Penalty: 4353.590820
	Iteration 32Q: 3 clusters Score -662947.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -662952.125000 Penalty: 4353.590820
	Iteration 33Q: 3 clusters Score -662952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -662952.750000 Penalty: 4353.590820
	Iteration 34Q: 3 clusters Score -662952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -662954.250000 Penalty: 4353.590820
	Iteration 35Q: 3 clusters Score -662954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -662955.625000 Penalty: 4353.590820
	Iteration 36Q: 3 clusters Score -662955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -662958.687500 Penalty: 4353.590820
	Iteration 37Q: 3 clusters Score -662958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -662959.062500 Penalty: 4353.590820
	Iteration 38Q: 3 clusters Score -662959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -662959.375000 Penalty: 4353.590820
	Iteration 39Q: 3 clusters Score -662959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -662961.812500 Penalty: 4353.590820
	Iteration 40F: 3 clusters Score -662961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -662962.437500 Penalty: 4353.590820
	Iteration 41Q: 3 clusters Score -662962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -662962.500000 Penalty: 4353.590820
	Iteration 42Q: 3 clusters Score -662962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -662962.375000 Penalty: 4353.590820
	Iteration 43Q: 3 clusters Score -662962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -662962.375000 Penalty: 4353.590820
	Iteration 44F: 3 clusters Score -662962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -533144.812500 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -533144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -528639.187500 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -528639.2 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -529911.125000 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -529911.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -530416.125000 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -530416.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -530875.625000 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -530875.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -531250.375000 Penalty: 4226.112305
	Iteration 4F: 3 clusters Score -531250.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -531538.125000 Penalty: 4226.112305
	Iteration 5F: 3 clusters Score -531538.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -531735.812500 Penalty: 4226.112305
	Iteration 6Q: 3 clusters Score -531735.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -531869.750000 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -531869.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -531987.125000 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -531987.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -532125.250000 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -532125.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -532320.562500 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -532320.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -532672.250000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -532672.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -533236.062500 Penalty: 4226.112305
	Iteration 12F: 3 clusters Score -533236.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -533759.500000 Penalty: 4226.112305
	Iteration 13F: 3 clusters Score -533759.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -533933.750000 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -533933.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -534003.062500 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -534003.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -534023.875000 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -534023.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -534038.375000 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -534038.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -534045.125000 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -534045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -534053.437500 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -534053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -534055.000000 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -534055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534059.250000 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -534059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -534061.687500 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -534061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -534061.437500 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -534061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -534061.187500 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -534061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -534061.187500 Penalty: 4226.112305
	Iteration 25F: 3 clusters Score -534061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 2883 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Mstep: Class 102 contains 1483 members 
Mstep: Class 103 contains 2133 members 
Entering Unmasked Estep 
Score: -212263584.000000 Penalty: 370088.218750
Splitting cluster 57 changes total score from -212262896.000000 to -212263584.000000
So it's getting split into cluster 103.
Entering ConstructFrom: 
Trying to split cluster 58 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -754683.687500 Penalty: 2182.689697
	Iteration 0F: 2 clusters Score -754683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -749103.437500 Penalty: 4365.379395
	Iteration 0F: 3 clusters Score -749103.4 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -750567.812500 Penalty: 4365.379395
	Iteration 1F: 3 clusters Score -750567.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -750833.125000 Penalty: 4365.379395
	Iteration 2F: 3 clusters Score -750833.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -751008.937500 Penalty: 4365.379395
	Iteration 3F: 3 clusters Score -751008.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -751144.500000 Penalty: 4365.379395
	Iteration 4Q: 3 clusters Score -751144.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -751257.812500 Penalty: 4365.379395
	Iteration 5Q: 3 clusters Score -751257.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -751353.000000 Penalty: 4365.379395
	Iteration 6Q: 3 clusters Score -751353 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -751441.062500 Penalty: 4365.379395
	Iteration 7Q: 3 clusters Score -751441.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -751535.875000 Penalty: 4365.379395
	Iteration 8Q: 3 clusters Score -751535.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -751641.937500 Penalty: 4365.379395
	Iteration 9Q: 3 clusters Score -751641.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -751775.937500 Penalty: 4365.379395
	Iteration 10Q: 3 clusters Score -751775.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -751956.250000 Penalty: 4365.379395
	Iteration 11Q: 3 clusters Score -751956.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -752144.812500 Penalty: 4365.379395
	Iteration 12Q: 3 clusters Score -752144.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -752331.312500 Penalty: 4365.379395
	Iteration 13Q: 3 clusters Score -752331.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -752521.812500 Penalty: 4365.379395
	Iteration 14Q: 3 clusters Score -752521.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -752683.000000 Penalty: 4365.379395
	Iteration 15Q: 3 clusters Score -752683 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -752789.125000 Penalty: 4365.379395
	Iteration 16Q: 3 clusters Score -752789.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -752867.250000 Penalty: 4365.379395
	Iteration 17Q: 3 clusters Score -752867.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -752929.687500 Penalty: 4365.379395
	Iteration 18Q: 3 clusters Score -752929.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -752967.625000 Penalty: 4365.379395
	Iteration 19Q: 3 clusters Score -752967.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -752998.125000 Penalty: 4365.379395
	Iteration 20F: 3 clusters Score -752998.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -753024.562500 Penalty: 4365.379395
	Iteration 21Q: 3 clusters Score -753024.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -753060.500000 Penalty: 4365.379395
	Iteration 22Q: 3 clusters Score -753060.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -753099.312500 Penalty: 4365.379395
	Iteration 23Q: 3 clusters Score -753099.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -753134.875000 Penalty: 4365.379395
	Iteration 24Q: 3 clusters Score -753134.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -753175.250000 Penalty: 4365.379395
	Iteration 25Q: 3 clusters Score -753175.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -753202.687500 Penalty: 4365.379395
	Iteration 26Q: 3 clusters Score -753202.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -753221.187500 Penalty: 4365.379395
	Iteration 27Q: 3 clusters Score -753221.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -753239.000000 Penalty: 4365.379395
	Iteration 28Q: 3 clusters Score -753239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -753253.500000 Penalty: 4365.379395
	Iteration 29Q: 3 clusters Score -753253.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -753261.937500 Penalty: 4365.379395
	Iteration 30Q: 3 clusters Score -753261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -753268.937500 Penalty: 4365.379395
	Iteration 31Q: 3 clusters Score -753268.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -753276.625000 Penalty: 4365.379395
	Iteration 32Q: 3 clusters Score -753276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -753284.062500 Penalty: 4365.379395
	Iteration 33Q: 3 clusters Score -753284.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -753290.625000 Penalty: 4365.379395
	Iteration 34Q: 3 clusters Score -753290.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -753301.437500 Penalty: 4365.379395
	Iteration 35Q: 3 clusters Score -753301.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -753310.125000 Penalty: 4365.379395
	Iteration 36Q: 3 clusters Score -753310.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -753316.500000 Penalty: 4365.379395
	Iteration 37Q: 3 clusters Score -753316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -753318.750000 Penalty: 4365.379395
	Iteration 38Q: 3 clusters Score -753318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -753323.500000 Penalty: 4365.379395
	Iteration 39Q: 3 clusters Score -753323.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -753330.500000 Penalty: 4365.379395
	Iteration 40F: 3 clusters Score -753330.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -753347.937500 Penalty: 4365.379395
	Iteration 41Q: 3 clusters Score -753347.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -753358.750000 Penalty: 4365.379395
	Iteration 42Q: 3 clusters Score -753358.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -753370.062500 Penalty: 4365.379395
	Iteration 43Q: 3 clusters Score -753370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -753379.562500 Penalty: 4365.379395
	Iteration 44Q: 3 clusters Score -753379.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -753398.625000 Penalty: 4365.379395
	Iteration 45Q: 3 clusters Score -753398.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -753427.750000 Penalty: 4365.379395
	Iteration 46Q: 3 clusters Score -753427.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -753463.937500 Penalty: 4365.379395
	Iteration 47Q: 3 clusters Score -753463.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -753490.250000 Penalty: 4365.379395
	Iteration 48Q: 3 clusters Score -753490.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -753503.750000 Penalty: 4365.379395
	Iteration 49Q: 3 clusters Score -753503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -753509.437500 Penalty: 4365.379395
	Iteration 50Q: 3 clusters Score -753509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -753515.375000 Penalty: 4365.379395
	Iteration 51Q: 3 clusters Score -753515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -753520.437500 Penalty: 4365.379395
	Iteration 52Q: 3 clusters Score -753520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -753522.062500 Penalty: 4365.379395
	Iteration 53Q: 3 clusters Score -753522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -753526.937500 Penalty: 4365.379395
	Iteration 54Q: 3 clusters Score -753526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -753528.812500 Penalty: 4365.379395
	Iteration 55Q: 3 clusters Score -753528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -753531.562500 Penalty: 4365.379395
	Iteration 56Q: 3 clusters Score -753531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -753531.750000 Penalty: 4365.379395
	Iteration 57Q: 3 clusters Score -753531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -753532.500000 Penalty: 4365.379395
	Iteration 58Q: 3 clusters Score -753532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -753533.125000 Penalty: 4365.379395
	Iteration 59Q: 3 clusters Score -753533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -753533.125000 Penalty: 4365.379395
	Iteration 60F: 3 clusters Score -753533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -764013.125000 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -764013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -758317.500000 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -758317.5 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -759845.687500 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -759845.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -760151.000000 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -760151 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -760423.125000 Penalty: 4382.047852
	Iteration 3F: 3 clusters Score -760423.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -760685.750000 Penalty: 4382.047852
	Iteration 4F: 3 clusters Score -760685.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -761046.437500 Penalty: 4382.047852
	Iteration 5F: 3 clusters Score -761046.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -761567.500000 Penalty: 4382.047852
	Iteration 6F: 3 clusters Score -761567.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -762717.187500 Penalty: 4382.047852
	Iteration 7F: 3 clusters Score -762717.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -763737.312500 Penalty: 4382.047852
	Iteration 8F: 3 clusters Score -763737.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -764268.437500 Penalty: 4382.047852
	Iteration 9F: 3 clusters Score -764268.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -764636.125000 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -764636.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -764866.062500 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -764866.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -765061.937500 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -765061.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -765254.187500 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -765254.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -765450.437500 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -765450.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -765521.187500 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -765521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -765542.312500 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -765542.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -765548.312500 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -765548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -765550.625000 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -765550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -765550.625000 Penalty: 4382.047852
	Iteration 19F: 3 clusters Score -765550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 2883 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 1581 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Mstep: Class 102 contains 1483 members 
Mstep: Class 103 contains 2133 members 
Mstep: Class 104 contains 5288 members 
Entering Unmasked Estep 
Score: -212263856.000000 Penalty: 373681.312500
Splitting cluster 59 changes total score from -212262896.000000 to -212263856.000000
So it's getting split into cluster 104.
Entering ConstructFrom: 
Trying to split cluster 60 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -179680.203125 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -179680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -177283.187500 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -177283.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177757.531250 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -177757.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -177884.296875 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -177884.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -177938.671875 Penalty: 3694.084473
	Iteration 3Q: 3 clusters Score -177938.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -177974.687500 Penalty: 3694.084473
	Iteration 4Q: 3 clusters Score -177974.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -178005.609375 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -178005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -178030.890625 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -178030.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178059.015625 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -178059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -178069.953125 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -178070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -178082.046875 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -178082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -178089.750000 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -178089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -178094.343750 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -178094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -178098.203125 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -178098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -178101.062500 Penalty: 3694.084473
	Iteration 13Q: 3 clusters Score -178101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -178102.937500 Penalty: 3694.084473
	Iteration 14Q: 3 clusters Score -178102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178103.562500 Penalty: 3694.084473
	Iteration 15Q: 3 clusters Score -178103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -178103.906250 Penalty: 3694.084473
	Iteration 16Q: 3 clusters Score -178103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -178104.406250 Penalty: 3694.084473
	Iteration 17Q: 3 clusters Score -178104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178106.062500 Penalty: 3694.084473
	Iteration 18Q: 3 clusters Score -178106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178106.062500 Penalty: 3694.084473
	Iteration 19F: 3 clusters Score -178106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -625471.562500 Penalty: 2141.032715
	Iteration 0F: 2 clusters Score -625471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -620579.437500 Penalty: 4282.065430
	Iteration 0F: 3 clusters Score -620579.4 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -621864.562500 Penalty: 4282.065430
	Iteration 1F: 3 clusters Score -621864.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -622236.937500 Penalty: 4282.065430
	Iteration 2F: 3 clusters Score -622236.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -622612.062500 Penalty: 4282.065430
	Iteration 3F: 3 clusters Score -622612.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -622996.812500 Penalty: 4282.065430
	Iteration 4F: 3 clusters Score -622996.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -623356.187500 Penalty: 4282.065430
	Iteration 5F: 3 clusters Score -623356.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -623718.750000 Penalty: 4282.065430
	Iteration 6F: 3 clusters Score -623718.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -624010.562500 Penalty: 4282.065430
	Iteration 7F: 3 clusters Score -624010.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -624233.125000 Penalty: 4282.065430
	Iteration 8Q: 3 clusters Score -624233.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -624424.812500 Penalty: 4282.065430
	Iteration 9Q: 3 clusters Score -624424.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -624614.875000 Penalty: 4282.065430
	Iteration 10Q: 3 clusters Score -624614.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -624760.562500 Penalty: 4282.065430
	Iteration 11Q: 3 clusters Score -624760.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -624891.125000 Penalty: 4282.065430
	Iteration 12Q: 3 clusters Score -624891.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -625045.687500 Penalty: 4282.065430
	Iteration 13Q: 3 clusters Score -625045.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -625216.750000 Penalty: 4282.065430
	Iteration 14Q: 3 clusters Score -625216.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -625413.125000 Penalty: 4282.065430
	Iteration 15Q: 3 clusters Score -625413.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -625577.062500 Penalty: 4282.065430
	Iteration 16Q: 3 clusters Score -625577.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -625644.437500 Penalty: 4282.065430
	Iteration 17Q: 3 clusters Score -625644.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -625678.187500 Penalty: 4282.065430
	Iteration 18Q: 3 clusters Score -625678.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -625695.812500 Penalty: 4282.065430
	Iteration 19Q: 3 clusters Score -625695.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -625704.375000 Penalty: 4282.065430
	Iteration 20F: 3 clusters Score -625704.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625708.625000 Penalty: 4282.065430
	Iteration 21Q: 3 clusters Score -625708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -625711.937500 Penalty: 4282.065430
	Iteration 22Q: 3 clusters Score -625711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -625717.312500 Penalty: 4282.065430
	Iteration 23Q: 3 clusters Score -625717.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -625719.750000 Penalty: 4282.065430
	Iteration 24Q: 3 clusters Score -625719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -625722.687500 Penalty: 4282.065430
	Iteration 25Q: 3 clusters Score -625722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -625720.812500 Penalty: 4282.065430
	Iteration 26Q: 3 clusters Score -625720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -625720.812500 Penalty: 4282.065430
	Iteration 27F: 3 clusters Score -625720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 2883 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 1581 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 2749 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 11312 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Mstep: Class 102 contains 1483 members 
Mstep: Class 103 contains 2133 members 
Mstep: Class 104 contains 5288 members 
Mstep: Class 105 contains 2866 members 
Entering Unmasked Estep 
Score: -212262672.000000 Penalty: 377274.406250
Splitting cluster 61 changes total score from -212262896.000000 to -212262672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (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: -325834.343750 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -325834.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -322388.187500 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -322388.2 nChanged 1198
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: -323281.937500 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -323281.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -323598.000000 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -323598 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -323830.625000 Penalty: 4037.307129
	Iteration 3F: 3 clusters Score -323830.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -324031.500000 Penalty: 4037.307129
	Iteration 4F: 3 clusters Score -324031.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -324161.656250 Penalty: 4037.307129
	Iteration 5Q: 3 clusters Score -324161.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -324250.531250 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -324250.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324317.625000 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -324317.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -324374.531250 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -324374.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -324428.250000 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -324428.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -324463.250000 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -324463.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -324498.281250 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -324498.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -324534.125000 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -324534.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -324558.562500 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -324558.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -324584.156250 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -324584.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -324607.531250 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -324607.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -324633.218750 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -324633.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324655.437500 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -324655.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -324676.312500 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -324676.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324694.562500 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -324694.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -324705.406250 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -324705.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -324715.125000 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -324715.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -324721.843750 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -324721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -324731.406250 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -324731.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -324740.812500 Penalty: 4037.307129
	Iteration 24Q: 3 clusters Score -324740.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324755.312500 Penalty: 4037.307129
	Iteration 25Q: 3 clusters Score -324755.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -324767.187500 Penalty: 4037.307129
	Iteration 26Q: 3 clusters Score -324767.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324777.406250 Penalty: 4037.307129
	Iteration 27Q: 3 clusters Score -324777.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -324787.656250 Penalty: 4037.307129
	Iteration 28Q: 3 clusters Score -324787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -324799.750000 Penalty: 4037.307129
	Iteration 29Q: 3 clusters Score -324799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -324808.125000 Penalty: 4037.307129
	Iteration 30Q: 3 clusters Score -324808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -324815.187500 Penalty: 4037.307129
	Iteration 31Q: 3 clusters Score -324815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -324820.906250 Penalty: 4037.307129
	Iteration 32Q: 3 clusters Score -324820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324824.593750 Penalty: 4037.307129
	Iteration 33Q: 3 clusters Score -324824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324826.843750 Penalty: 4037.307129
	Iteration 34Q: 3 clusters Score -324826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324827.625000 Penalty: 4037.307129
	Iteration 35Q: 3 clusters Score -324827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324827.625000 Penalty: 4037.307129
	Iteration 36F: 3 clusters Score -324827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (27954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Entering Unmasked Estep 
Score: -3228138.250000 Penalty: 2539.102295
	Iteration 0F: 2 clusters Score -3228138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3209000.250000 Penalty: 5078.204590
	Iteration 0F: 3 clusters Score -3209000 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3215942.500000 Penalty: 5078.204590
	Iteration 1F: 3 clusters Score -3215942 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3216518.750000 Penalty: 5078.204590
	Iteration 2F: 3 clusters Score -3216519 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3217102.500000 Penalty: 5078.204590
	Iteration 3Q: 3 clusters Score -3217102 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3217759.500000 Penalty: 5078.204590
	Iteration 4Q: 3 clusters Score -3217760 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3218554.500000 Penalty: 5078.204590
	Iteration 5Q: 3 clusters Score -3218554 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3219512.000000 Penalty: 5078.204590
	Iteration 6F: 3 clusters Score -3219512 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3220560.000000 Penalty: 5078.204590
	Iteration 7F: 3 clusters Score -3220560 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3221613.000000 Penalty: 5078.204590
	Iteration 8F: 3 clusters Score -3221613 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3222466.250000 Penalty: 5078.204590
	Iteration 9F: 3 clusters Score -3222466 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3223095.250000 Penalty: 5078.204590
	Iteration 10Q: 3 clusters Score -3223095 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3223550.000000 Penalty: 5078.204590
	Iteration 11Q: 3 clusters Score -3223550 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3223883.000000 Penalty: 5078.204590
	Iteration 12Q: 3 clusters Score -3223883 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3224137.000000 Penalty: 5078.204590
	Iteration 13Q: 3 clusters Score -3224137 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3224322.250000 Penalty: 5078.204590
	Iteration 14Q: 3 clusters Score -3224322 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3224430.500000 Penalty: 5078.204590
	Iteration 15Q: 3 clusters Score -3224430 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3224543.750000 Penalty: 5078.204590
	Iteration 16Q: 3 clusters Score -3224544 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3224617.000000 Penalty: 5078.204590
	Iteration 17Q: 3 clusters Score -3224617 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3224671.250000 Penalty: 5078.204590
	Iteration 18Q: 3 clusters Score -3224671 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3224724.500000 Penalty: 5078.204590
	Iteration 19Q: 3 clusters Score -3224724 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3224750.000000 Penalty: 5078.204590
	Iteration 20F: 3 clusters Score -3224750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3224794.250000 Penalty: 5078.204590
	Iteration 21Q: 3 clusters Score -3224794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3224847.250000 Penalty: 5078.204590
	Iteration 22Q: 3 clusters Score -3224847 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3224900.000000 Penalty: 5078.204590
	Iteration 23Q: 3 clusters Score -3224900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3224957.000000 Penalty: 5078.204590
	Iteration 24Q: 3 clusters Score -3224957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3224974.500000 Penalty: 5078.204590
	Iteration 25Q: 3 clusters Score -3224974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3225001.500000 Penalty: 5078.204590
	Iteration 26Q: 3 clusters Score -3225002 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3225041.500000 Penalty: 5078.204590
	Iteration 27Q: 3 clusters Score -3225042 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3225086.000000 Penalty: 5078.204590
	Iteration 28Q: 3 clusters Score -3225086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3225126.750000 Penalty: 5078.204590
	Iteration 29Q: 3 clusters Score -3225127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3225158.750000 Penalty: 5078.204590
	Iteration 30Q: 3 clusters Score -3225159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3225197.750000 Penalty: 5078.204590
	Iteration 31Q: 3 clusters Score -3225198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3225224.750000 Penalty: 5078.204590
	Iteration 32Q: 3 clusters Score -3225225 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3225259.750000 Penalty: 5078.204590
	Iteration 33Q: 3 clusters Score -3225260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3225277.250000 Penalty: 5078.204590
	Iteration 34Q: 3 clusters Score -3225277 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3225293.500000 Penalty: 5078.204590
	Iteration 35Q: 3 clusters Score -3225294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3225306.000000 Penalty: 5078.204590
	Iteration 36Q: 3 clusters Score -3225306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3225317.750000 Penalty: 5078.204590
	Iteration 37Q: 3 clusters Score -3225318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3225340.500000 Penalty: 5078.204590
	Iteration 38Q: 3 clusters Score -3225340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3225342.750000 Penalty: 5078.204590
	Iteration 39Q: 3 clusters Score -3225343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3225349.000000 Penalty: 5078.204590
	Iteration 40F: 3 clusters Score -3225349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3225349.500000 Penalty: 5078.204590
	Iteration 41Q: 3 clusters Score -3225350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3225361.000000 Penalty: 5078.204590
	Iteration 42Q: 3 clusters Score -3225361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3225368.000000 Penalty: 5078.204590
	Iteration 43Q: 3 clusters Score -3225368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3225376.500000 Penalty: 5078.204590
	Iteration 44Q: 3 clusters Score -3225376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3225376.500000 Penalty: 5078.204590
	Iteration 45Q: 3 clusters Score -3225376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3225386.750000 Penalty: 5078.204590
	Iteration 46Q: 3 clusters Score -3225387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3225385.250000 Penalty: 5078.204590
	Iteration 47Q: 3 clusters Score -3225385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3225389.250000 Penalty: 5078.204590
	Iteration 48Q: 3 clusters Score -3225389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3225393.750000 Penalty: 5078.204590
	Iteration 49Q: 3 clusters Score -3225394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3225405.000000 Penalty: 5078.204590
	Iteration 50Q: 3 clusters Score -3225405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3225412.000000 Penalty: 5078.204590
	Iteration 51Q: 3 clusters Score -3225412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3225413.250000 Penalty: 5078.204590
	Iteration 52Q: 3 clusters Score -3225413 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3225423.000000 Penalty: 5078.204590
	Iteration 53Q: 3 clusters Score -3225423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3225434.250000 Penalty: 5078.204590
	Iteration 54Q: 3 clusters Score -3225434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3225438.000000 Penalty: 5078.204590
	Iteration 55Q: 3 clusters Score -3225438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3225452.250000 Penalty: 5078.204590
	Iteration 56Q: 3 clusters Score -3225452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3225460.750000 Penalty: 5078.204590
	Iteration 57Q: 3 clusters Score -3225461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3225466.750000 Penalty: 5078.204590
	Iteration 58Q: 3 clusters Score -3225467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3225479.250000 Penalty: 5078.204590
	Iteration 59Q: 3 clusters Score -3225479 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3225484.000000 Penalty: 5078.204590
	Iteration 60F: 3 clusters Score -3225484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3225500.750000 Penalty: 5078.204590
	Iteration 61Q: 3 clusters Score -3225501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3225513.250000 Penalty: 5078.204590
	Iteration 62Q: 3 clusters Score -3225513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3225524.750000 Penalty: 5078.204590
	Iteration 63Q: 3 clusters Score -3225525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3225533.750000 Penalty: 5078.204590
	Iteration 64Q: 3 clusters Score -3225534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3225540.250000 Penalty: 5078.204590
	Iteration 65Q: 3 clusters Score -3225540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3225551.250000 Penalty: 5078.204590
	Iteration 66Q: 3 clusters Score -3225551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3225548.750000 Penalty: 5078.204590
	Iteration 67Q: 3 clusters Score -3225549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3225551.500000 Penalty: 5078.204590
	Iteration 68Q: 3 clusters Score -3225552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3225564.250000 Penalty: 5078.204590
	Iteration 69Q: 3 clusters Score -3225564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3225580.750000 Penalty: 5078.204590
	Iteration 70Q: 3 clusters Score -3225581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3225586.500000 Penalty: 5078.204590
	Iteration 71Q: 3 clusters Score -3225586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3225595.250000 Penalty: 5078.204590
	Iteration 72Q: 3 clusters Score -3225595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3225612.500000 Penalty: 5078.204590
	Iteration 73Q: 3 clusters Score -3225612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3225623.250000 Penalty: 5078.204590
	Iteration 74Q: 3 clusters Score -3225623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3225644.250000 Penalty: 5078.204590
	Iteration 75Q: 3 clusters Score -3225644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3225659.000000 Penalty: 5078.204590
	Iteration 76Q: 3 clusters Score -3225659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3225652.250000 Penalty: 5078.204590
	Iteration 77Q: 3 clusters Score -3225652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3225669.000000 Penalty: 5078.204590
	Iteration 78Q: 3 clusters Score -3225669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3225672.750000 Penalty: 5078.204590
	Iteration 79Q: 3 clusters Score -3225673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3225681.750000 Penalty: 5078.204590
	Iteration 80F: 3 clusters Score -3225682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3225684.250000 Penalty: 5078.204590
	Iteration 81Q: 3 clusters Score -3225684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3225682.750000 Penalty: 5078.204590
	Iteration 82Q: 3 clusters Score -3225683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3225694.500000 Penalty: 5078.204590
	Iteration 83Q: 3 clusters Score -3225694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3225701.500000 Penalty: 5078.204590
	Iteration 84Q: 3 clusters Score -3225702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3225702.250000 Penalty: 5078.204590
	Iteration 85Q: 3 clusters Score -3225702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3225693.750000 Penalty: 5078.204590
	Iteration 86Q: 3 clusters Score -3225694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3225700.000000 Penalty: 5078.204590
	Iteration 87Q: 3 clusters Score -3225700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3225716.250000 Penalty: 5078.204590
	Iteration 88Q: 3 clusters Score -3225716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3225712.500000 Penalty: 5078.204590
	Iteration 89Q: 3 clusters Score -3225712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3225721.500000 Penalty: 5078.204590
	Iteration 90Q: 3 clusters Score -3225722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3225717.500000 Penalty: 5078.204590
	Iteration 91Q: 3 clusters Score -3225718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3225718.250000 Penalty: 5078.204590
	Iteration 92Q: 3 clusters Score -3225718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3225724.500000 Penalty: 5078.204590
	Iteration 93Q: 3 clusters Score -3225724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3225724.500000 Penalty: 5078.204590
	Iteration 94Q: 3 clusters Score -3225724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3225732.250000 Penalty: 5078.204590
	Iteration 95Q: 3 clusters Score -3225732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3225734.500000 Penalty: 5078.204590
	Iteration 96Q: 3 clusters Score -3225734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3225733.500000 Penalty: 5078.204590
	Iteration 97Q: 3 clusters Score -3225734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3225735.500000 Penalty: 5078.204590
	Iteration 98Q: 3 clusters Score -3225736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3225742.000000 Penalty: 5078.204590
	Iteration 99Q: 3 clusters Score -3225742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3225746.000000 Penalty: 5078.204590
	Iteration 100F: 3 clusters Score -3225746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3225748.250000 Penalty: 5078.204590
	Iteration 101Q: 3 clusters Score -3225748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3225750.750000 Penalty: 5078.204590
	Iteration 102Q: 3 clusters Score -3225751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3225756.000000 Penalty: 5078.204590
	Iteration 103Q: 3 clusters Score -3225756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3225767.000000 Penalty: 5078.204590
	Iteration 104Q: 3 clusters Score -3225767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3225771.250000 Penalty: 5078.204590
	Iteration 105Q: 3 clusters Score -3225771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3225778.500000 Penalty: 5078.204590
	Iteration 106Q: 3 clusters Score -3225778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3225776.500000 Penalty: 5078.204590
	Iteration 107Q: 3 clusters Score -3225776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3225774.250000 Penalty: 5078.204590
	Iteration 108Q: 3 clusters Score -3225774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3225772.750000 Penalty: 5078.204590
	Iteration 109Q: 3 clusters Score -3225773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3225783.750000 Penalty: 5078.204590
	Iteration 110Q: 3 clusters Score -3225784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3225792.000000 Penalty: 5078.204590
	Iteration 111Q: 3 clusters Score -3225792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3225792.000000 Penalty: 5078.204590
	Iteration 112Q: 3 clusters Score -3225792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3225795.750000 Penalty: 5078.204590
	Iteration 113Q: 3 clusters Score -3225796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3225799.500000 Penalty: 5078.204590
	Iteration 114Q: 3 clusters Score -3225800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3225795.750000 Penalty: 5078.204590
	Iteration 115Q: 3 clusters Score -3225796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3225797.250000 Penalty: 5078.204590
	Iteration 116Q: 3 clusters Score -3225797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3225802.500000 Penalty: 5078.204590
	Iteration 117Q: 3 clusters Score -3225802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3225801.000000 Penalty: 5078.204590
	Iteration 118Q: 3 clusters Score -3225801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3225803.750000 Penalty: 5078.204590
	Iteration 119Q: 3 clusters Score -3225804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3225809.000000 Penalty: 5078.204590
	Iteration 120F: 3 clusters Score -3225809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3225808.250000 Penalty: 5078.204590
	Iteration 121Q: 3 clusters Score -3225808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3225820.250000 Penalty: 5078.204590
	Iteration 122Q: 3 clusters Score -3225820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3225828.250000 Penalty: 5078.204590
	Iteration 123Q: 3 clusters Score -3225828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3225830.750000 Penalty: 5078.204590
	Iteration 124Q: 3 clusters Score -3225831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3225831.750000 Penalty: 5078.204590
	Iteration 125Q: 3 clusters Score -3225832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3225825.750000 Penalty: 5078.204590
	Iteration 126Q: 3 clusters Score -3225826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3225835.250000 Penalty: 5078.204590
	Iteration 127Q: 3 clusters Score -3225835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3225835.500000 Penalty: 5078.204590
	Iteration 128Q: 3 clusters Score -3225836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3225833.250000 Penalty: 5078.204590
	Iteration 129Q: 3 clusters Score -3225833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3225829.000000 Penalty: 5078.204590
	Iteration 130Q: 3 clusters Score -3225829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3225828.250000 Penalty: 5078.204590
	Iteration 131Q: 3 clusters Score -3225828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3225833.000000 Penalty: 5078.204590
	Iteration 132Q: 3 clusters Score -3225833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3225834.500000 Penalty: 5078.204590
	Iteration 133Q: 3 clusters Score -3225834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3225838.750000 Penalty: 5078.204590
	Iteration 134Q: 3 clusters Score -3225839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3225835.500000 Penalty: 5078.204590
	Iteration 135Q: 3 clusters Score -3225836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3225836.250000 Penalty: 5078.204590
	Iteration 136Q: 3 clusters Score -3225836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3225838.250000 Penalty: 5078.204590
	Iteration 137Q: 3 clusters Score -3225838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3225843.000000 Penalty: 5078.204590
	Iteration 138Q: 3 clusters Score -3225843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3225849.500000 Penalty: 5078.204590
	Iteration 139Q: 3 clusters Score -3225850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3225853.000000 Penalty: 5078.204590
	Iteration 140F: 3 clusters Score -3225853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3225856.500000 Penalty: 5078.204590
	Iteration 141Q: 3 clusters Score -3225856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3225845.000000 Penalty: 5078.204590
	Iteration 142Q: 3 clusters Score -3225845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3225848.750000 Penalty: 5078.204590
	Iteration 143Q: 3 clusters Score -3225849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3225851.000000 Penalty: 5078.204590
	Iteration 144Q: 3 clusters Score -3225851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3225851.500000 Penalty: 5078.204590
	Iteration 145Q: 3 clusters Score -3225852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3225852.000000 Penalty: 5078.204590
	Iteration 146Q: 3 clusters Score -3225852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3225852.250000 Penalty: 5078.204590
	Iteration 147Q: 3 clusters Score -3225852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3225860.000000 Penalty: 5078.204590
	Iteration 148Q: 3 clusters Score -3225860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3225863.750000 Penalty: 5078.204590
	Iteration 149Q: 3 clusters Score -3225864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3225850.750000 Penalty: 5078.204590
	Iteration 150Q: 3 clusters Score -3225851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3225861.000000 Penalty: 5078.204590
	Iteration 151Q: 3 clusters Score -3225861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3225861.500000 Penalty: 5078.204590
	Iteration 152Q: 3 clusters Score -3225862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3225868.750000 Penalty: 5078.204590
	Iteration 153Q: 3 clusters Score -3225869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3225873.250000 Penalty: 5078.204590
	Iteration 154Q: 3 clusters Score -3225873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3225870.500000 Penalty: 5078.204590
	Iteration 155Q: 3 clusters Score -3225870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3225873.750000 Penalty: 5078.204590
	Iteration 156Q: 3 clusters Score -3225874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3225890.500000 Penalty: 5078.204590
	Iteration 157Q: 3 clusters Score -3225890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3225893.000000 Penalty: 5078.204590
	Iteration 158Q: 3 clusters Score -3225893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3225891.750000 Penalty: 5078.204590
	Iteration 159Q: 3 clusters Score -3225892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3225894.750000 Penalty: 5078.204590
	Iteration 160F: 3 clusters Score -3225895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3225896.500000 Penalty: 5078.204590
	Iteration 161Q: 3 clusters Score -3225896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3225892.000000 Penalty: 5078.204590
	Iteration 162Q: 3 clusters Score -3225892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3225890.500000 Penalty: 5078.204590
	Iteration 163Q: 3 clusters Score -3225890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3225892.000000 Penalty: 5078.204590
	Iteration 164Q: 3 clusters Score -3225892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3225887.750000 Penalty: 5078.204590
	Iteration 165Q: 3 clusters Score -3225888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3225890.000000 Penalty: 5078.204590
	Iteration 166Q: 3 clusters Score -3225890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3225892.500000 Penalty: 5078.204590
	Iteration 167Q: 3 clusters Score -3225892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3225894.750000 Penalty: 5078.204590
	Iteration 168Q: 3 clusters Score -3225895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3225896.500000 Penalty: 5078.204590
	Iteration 169Q: 3 clusters Score -3225896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3225896.000000 Penalty: 5078.204590
	Iteration 170Q: 3 clusters Score -3225896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3225895.250000 Penalty: 5078.204590
	Iteration 171Q: 3 clusters Score -3225895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3225894.750000 Penalty: 5078.204590
	Iteration 172Q: 3 clusters Score -3225895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3225896.750000 Penalty: 5078.204590
	Iteration 173Q: 3 clusters Score -3225897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3225893.750000 Penalty: 5078.204590
	Iteration 174Q: 3 clusters Score -3225894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3225891.000000 Penalty: 5078.204590
	Iteration 175Q: 3 clusters Score -3225891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3225892.750000 Penalty: 5078.204590
	Iteration 176Q: 3 clusters Score -3225893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3225891.000000 Penalty: 5078.204590
	Iteration 177Q: 3 clusters Score -3225891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3225891.000000 Penalty: 5078.204590
	Iteration 178F: 3 clusters Score -3225891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -649886.250000 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -649886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -644925.500000 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -644925.5 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -646316.000000 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -646316 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -646684.875000 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -646684.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -646967.375000 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -646967.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -647259.437500 Penalty: 4301.893066
	Iteration 4F: 3 clusters Score -647259.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -647540.687500 Penalty: 4301.893066
	Iteration 5F: 3 clusters Score -647540.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -647815.000000 Penalty: 4301.893066
	Iteration 6F: 3 clusters Score -647815 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -648017.562500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -648017.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -648142.312500 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -648142.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -648200.937500 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -648200.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -648242.500000 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -648242.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -648270.625000 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -648270.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -648295.375000 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -648295.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -648313.125000 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -648313.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -648334.000000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -648334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -648358.750000 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -648358.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -648384.875000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -648384.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -648399.812500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -648399.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -648413.625000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -648413.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -648422.250000 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -648422.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -648431.187500 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -648431.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -648437.125000 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -648437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -648441.812500 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -648441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -648446.062500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -648446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -648445.125000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -648445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -648447.937500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -648447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -648449.375000 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -648449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -648451.937500 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -648451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -648455.125000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -648455.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -648457.562500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -648457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -648461.062500 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -648461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -648461.062500 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -648461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -648462.312500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -648462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -648463.312500 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -648463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -648465.000000 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -648465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -648464.875000 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -648464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -648465.625000 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -648465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -648465.500000 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -648465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -648466.687500 Penalty: 4301.893066
	Iteration 38Q: 3 clusters Score -648466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -648466.375000 Penalty: 4301.893066
	Iteration 39Q: 3 clusters Score -648466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -648467.125000 Penalty: 4301.893066
	Iteration 40F: 3 clusters Score -648467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (11312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Entering Unmasked Estep 
Score: -1264742.875000 Penalty: 2314.737549
	Iteration 0F: 2 clusters Score -1264743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1256222.250000 Penalty: 4629.475098
	Iteration 0F: 3 clusters Score -1256222 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1258903.375000 Penalty: 4629.475098
	Iteration 1F: 3 clusters Score -1258903 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1259354.875000 Penalty: 4629.475098
	Iteration 2F: 3 clusters Score -1259355 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1259866.125000 Penalty: 4629.475098
	Iteration 3F: 3 clusters Score -1259866 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1260458.625000 Penalty: 4629.475098
	Iteration 4F: 3 clusters Score -1260459 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1261178.500000 Penalty: 4629.475098
	Iteration 5F: 3 clusters Score -1261178 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1262010.625000 Penalty: 4629.475098
	Iteration 6F: 3 clusters Score -1262011 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1262736.250000 Penalty: 4629.475098
	Iteration 7F: 3 clusters Score -1262736 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1263203.625000 Penalty: 4629.475098
	Iteration 8Q: 3 clusters Score -1263204 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1263448.000000 Penalty: 4629.475098
	Iteration 9Q: 3 clusters Score -1263448 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1263578.125000 Penalty: 4629.475098
	Iteration 10Q: 3 clusters Score -1263578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1263664.625000 Penalty: 4629.475098
	Iteration 11Q: 3 clusters Score -1263665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1263717.750000 Penalty: 4629.475098
	Iteration 12Q: 3 clusters Score -1263718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1263782.500000 Penalty: 4629.475098
	Iteration 13Q: 3 clusters Score -1263782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1263841.250000 Penalty: 4629.475098
	Iteration 14Q: 3 clusters Score -1263841 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1263944.375000 Penalty: 4629.475098
	Iteration 15Q: 3 clusters Score -1263944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1264061.250000 Penalty: 4629.475098
	Iteration 16Q: 3 clusters Score -1264061 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1264209.625000 Penalty: 4629.475098
	Iteration 17Q: 3 clusters Score -1264210 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1264410.625000 Penalty: 4629.475098
	Iteration 18Q: 3 clusters Score -1264411 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1264617.375000 Penalty: 4629.475098
	Iteration 19Q: 3 clusters Score -1264617 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1264844.875000 Penalty: 4629.475098
	Iteration 20F: 3 clusters Score -1264845 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1265054.750000 Penalty: 4629.475098
	Iteration 21Q: 3 clusters Score -1265055 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1265196.500000 Penalty: 4629.475098
	Iteration 22Q: 3 clusters Score -1265196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1265261.625000 Penalty: 4629.475098
	Iteration 23Q: 3 clusters Score -1265262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1265288.625000 Penalty: 4629.475098
	Iteration 24Q: 3 clusters Score -1265289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1265298.750000 Penalty: 4629.475098
	Iteration 25Q: 3 clusters Score -1265299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1265314.250000 Penalty: 4629.475098
	Iteration 26Q: 3 clusters Score -1265314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1265317.375000 Penalty: 4629.475098
	Iteration 27Q: 3 clusters Score -1265317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1265320.250000 Penalty: 4629.475098
	Iteration 28Q: 3 clusters Score -1265320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1265321.250000 Penalty: 4629.475098
	Iteration 29Q: 3 clusters Score -1265321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1265319.875000 Penalty: 4629.475098
	Iteration 30Q: 3 clusters Score -1265320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1265318.125000 Penalty: 4629.475098
	Iteration 31Q: 3 clusters Score -1265318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1265318.125000 Penalty: 4629.475098
	Iteration 32F: 3 clusters Score -1265318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 2883 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 1581 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 4464 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Mstep: Class 102 contains 1483 members 
Mstep: Class 103 contains 2133 members 
Mstep: Class 104 contains 5288 members 
Mstep: Class 105 contains 6848 members 
Entering Unmasked Estep 
Score: -212262928.000000 Penalty: 377274.406250
Splitting cluster 65 changes total score from -212262896.000000 to -212262928.000000
So it's getting split into cluster 105.
Entering ConstructFrom: 
Trying to split cluster 66 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -609326.687500 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -609326.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -604340.687500 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -604340.7 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -605777.000000 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -605777 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -606122.625000 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -606122.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -606346.437500 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -606346.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -606544.750000 Penalty: 4299.937012
	Iteration 4Q: 3 clusters Score -606544.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -606725.000000 Penalty: 4299.937012
	Iteration 5Q: 3 clusters Score -606725 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -606916.500000 Penalty: 4299.937012
	Iteration 6Q: 3 clusters Score -606916.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -607131.000000 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -607131 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -607291.375000 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -607291.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -607396.000000 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -607396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -607467.250000 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -607467.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -607520.125000 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -607520.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -607569.000000 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -607569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -607605.312500 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -607605.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -607630.125000 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -607630.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -607647.687500 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -607647.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -607660.312500 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -607660.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -607668.500000 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -607668.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -607678.750000 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -607678.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -607687.937500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -607687.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -607696.750000 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -607696.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -607704.625000 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -607704.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -607709.000000 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -607709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -607711.437500 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -607711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -607713.562500 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -607713.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -607716.375000 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -607716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -607717.500000 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -607717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -607717.187500 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -607717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -607717.812500 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -607717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -607720.750000 Penalty: 4299.937012
	Iteration 29Q: 3 clusters Score -607720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -607720.375000 Penalty: 4299.937012
	Iteration 30Q: 3 clusters Score -607720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -607720.375000 Penalty: 4299.937012
	Iteration 31F: 3 clusters Score -607720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -79975.742188 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -79975.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78197.632812 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -78197.63 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78459.773438 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -78459.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78649.476562 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -78649.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78876.453125 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -78876.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78967.351562 Penalty: 3285.536377
	Iteration 4F: 3 clusters Score -78967.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79033.046875 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -79033.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79077.515625 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -79077.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79095.679688 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -79095.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79121.250000 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -79121.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79141.984375 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -79141.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79162.687500 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -79162.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79187.046875 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -79187.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79213.546875 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -79213.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79242.328125 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -79242.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79279.742188 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -79279.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79317.195312 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -79317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79345.710938 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -79345.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79381.578125 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -79381.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79424.343750 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -79424.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79464.867188 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -79464.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79496.523438 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -79496.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79511.554688 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -79511.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79537.625000 Penalty: 3285.536377
	Iteration 22Q: 3 clusters Score -79537.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79559.335938 Penalty: 3285.536377
	Iteration 23Q: 3 clusters Score -79559.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79590.250000 Penalty: 3285.536377
	Iteration 24Q: 3 clusters Score -79590.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79616.390625 Penalty: 3285.536377
	Iteration 25Q: 3 clusters Score -79616.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79650.039062 Penalty: 3285.536377
	Iteration 26Q: 3 clusters Score -79650.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79691.937500 Penalty: 3285.536377
	Iteration 27Q: 3 clusters Score -79691.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79758.218750 Penalty: 3285.536377
	Iteration 28Q: 3 clusters Score -79758.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -79867.046875 Penalty: 3285.536377
	Iteration 29Q: 3 clusters Score -79867.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79886.164062 Penalty: 3285.536377
	Iteration 30Q: 3 clusters Score -79886.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79894.242188 Penalty: 3285.536377
	Iteration 31Q: 3 clusters Score -79894.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79905.039062 Penalty: 3285.536377
	Iteration 32Q: 3 clusters Score -79905.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79908.945312 Penalty: 3285.536377
	Iteration 33Q: 3 clusters Score -79908.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79916.226562 Penalty: 3285.536377
	Iteration 34Q: 3 clusters Score -79916.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79927.148438 Penalty: 3285.536377
	Iteration 35Q: 3 clusters Score -79927.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79929.796875 Penalty: 3285.536377
	Iteration 36Q: 3 clusters Score -79929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79929.796875 Penalty: 3285.536377
	Iteration 37F: 3 clusters Score -79929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -205566.937500 Penalty: 1864.749146
	Iteration 0F: 2 clusters Score -205566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -203033.312500 Penalty: 3729.498291
	Iteration 0F: 3 clusters Score -203033.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -203496.984375 Penalty: 3729.498291
	Iteration 1F: 3 clusters Score -203497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -203654.390625 Penalty: 3729.498291
	Iteration 2F: 3 clusters Score -203654.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -203755.031250 Penalty: 3729.498291
	Iteration 3F: 3 clusters Score -203755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -203815.359375 Penalty: 3729.498291
	Iteration 4Q: 3 clusters Score -203815.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -203849.734375 Penalty: 3729.498291
	Iteration 5Q: 3 clusters Score -203849.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -203884.046875 Penalty: 3729.498291
	Iteration 6Q: 3 clusters Score -203884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -203896.375000 Penalty: 3729.498291
	Iteration 7Q: 3 clusters Score -203896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -203905.140625 Penalty: 3729.498291
	Iteration 8Q: 3 clusters Score -203905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -203912.859375 Penalty: 3729.498291
	Iteration 9Q: 3 clusters Score -203912.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -203923.109375 Penalty: 3729.498291
	Iteration 10Q: 3 clusters Score -203923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -203934.484375 Penalty: 3729.498291
	Iteration 11Q: 3 clusters Score -203934.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203946.109375 Penalty: 3729.498291
	Iteration 12Q: 3 clusters Score -203946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -203954.859375 Penalty: 3729.498291
	Iteration 13Q: 3 clusters Score -203954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -203964.437500 Penalty: 3729.498291
	Iteration 14Q: 3 clusters Score -203964.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -203979.750000 Penalty: 3729.498291
	Iteration 15Q: 3 clusters Score -203979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -203995.328125 Penalty: 3729.498291
	Iteration 16Q: 3 clusters Score -203995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204003.781250 Penalty: 3729.498291
	Iteration 17Q: 3 clusters Score -204003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -204014.281250 Penalty: 3729.498291
	Iteration 18Q: 3 clusters Score -204014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -204017.859375 Penalty: 3729.498291
	Iteration 19Q: 3 clusters Score -204017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -204021.234375 Penalty: 3729.498291
	Iteration 20F: 3 clusters Score -204021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204023.765625 Penalty: 3729.498291
	Iteration 21Q: 3 clusters Score -204023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -204024.203125 Penalty: 3729.498291
	Iteration 22Q: 3 clusters Score -204024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -204024.203125 Penalty: 3729.498291
	Iteration 23F: 3 clusters Score -204024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Entering Unmasked Estep 
Score: -2712552.500000 Penalty: 2492.391602
	Iteration 0F: 2 clusters Score -2712552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2696305.250000 Penalty: 4984.783203
	Iteration 0F: 3 clusters Score -2696305 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2701785.000000 Penalty: 4984.783203
	Iteration 1F: 3 clusters Score -2701785 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2702166.250000 Penalty: 4984.783203
	Iteration 2F: 3 clusters Score -2702166 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2702478.250000 Penalty: 4984.783203
	Iteration 3Q: 3 clusters Score -2702478 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2702720.500000 Penalty: 4984.783203
	Iteration 4Q: 3 clusters Score -2702720 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2702937.250000 Penalty: 4984.783203
	Iteration 5Q: 3 clusters Score -2702937 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2703145.500000 Penalty: 4984.783203
	Iteration 6Q: 3 clusters Score -2703146 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2703346.500000 Penalty: 4984.783203
	Iteration 7Q: 3 clusters Score -2703346 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2703565.000000 Penalty: 4984.783203
	Iteration 8Q: 3 clusters Score -2703565 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2703852.250000 Penalty: 4984.783203
	Iteration 9Q: 3 clusters Score -2703852 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2704182.250000 Penalty: 4984.783203
	Iteration 10Q: 3 clusters Score -2704182 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2704599.250000 Penalty: 4984.783203
	Iteration 11Q: 3 clusters Score -2704599 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2705145.500000 Penalty: 4984.783203
	Iteration 12Q: 3 clusters Score -2705146 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2705858.000000 Penalty: 4984.783203
	Iteration 13Q: 3 clusters Score -2705858 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2706700.750000 Penalty: 4984.783203
	Iteration 14F: 3 clusters Score -2706701 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2707715.000000 Penalty: 4984.783203
	Iteration 15F: 3 clusters Score -2707715 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2708636.750000 Penalty: 4984.783203
	Iteration 16Q: 3 clusters Score -2708637 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2709283.250000 Penalty: 4984.783203
	Iteration 17Q: 3 clusters Score -2709283 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2709744.000000 Penalty: 4984.783203
	Iteration 18Q: 3 clusters Score -2709744 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2710006.500000 Penalty: 4984.783203
	Iteration 19Q: 3 clusters Score -2710006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2710180.000000 Penalty: 4984.783203
	Iteration 20F: 3 clusters Score -2710180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2710267.500000 Penalty: 4984.783203
	Iteration 21Q: 3 clusters Score -2710268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2710317.750000 Penalty: 4984.783203
	Iteration 22Q: 3 clusters Score -2710318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2710343.750000 Penalty: 4984.783203
	Iteration 23Q: 3 clusters Score -2710344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2710362.500000 Penalty: 4984.783203
	Iteration 24Q: 3 clusters Score -2710362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2710385.250000 Penalty: 4984.783203
	Iteration 25Q: 3 clusters Score -2710385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2710400.750000 Penalty: 4984.783203
	Iteration 26Q: 3 clusters Score -2710401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2710413.000000 Penalty: 4984.783203
	Iteration 27Q: 3 clusters Score -2710413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2710416.000000 Penalty: 4984.783203
	Iteration 28Q: 3 clusters Score -2710416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2710418.750000 Penalty: 4984.783203
	Iteration 29Q: 3 clusters Score -2710419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2710421.500000 Penalty: 4984.783203
	Iteration 30Q: 3 clusters Score -2710422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2710421.500000 Penalty: 4984.783203
	Iteration 31F: 3 clusters Score -2710422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -1356904.000000 Penalty: 2326.699707
	Iteration 0F: 2 clusters Score -1356904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1347995.000000 Penalty: 4653.399414
	Iteration 0F: 3 clusters Score -1347995 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1350592.875000 Penalty: 4653.399414
	Iteration 1F: 3 clusters Score -1350593 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1350884.625000 Penalty: 4653.399414
	Iteration 2F: 3 clusters Score -1350885 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1351083.000000 Penalty: 4653.399414
	Iteration 3Q: 3 clusters Score -1351083 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1351255.625000 Penalty: 4653.399414
	Iteration 4Q: 3 clusters Score -1351256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1351399.125000 Penalty: 4653.399414
	Iteration 5Q: 3 clusters Score -1351399 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1351531.500000 Penalty: 4653.399414
	Iteration 6Q: 3 clusters Score -1351532 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1351657.875000 Penalty: 4653.399414
	Iteration 7Q: 3 clusters Score -1351658 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1351772.125000 Penalty: 4653.399414
	Iteration 8Q: 3 clusters Score -1351772 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1351907.250000 Penalty: 4653.399414
	Iteration 9Q: 3 clusters Score -1351907 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1352026.875000 Penalty: 4653.399414
	Iteration 10Q: 3 clusters Score -1352027 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1352136.875000 Penalty: 4653.399414
	Iteration 11Q: 3 clusters Score -1352137 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1352244.750000 Penalty: 4653.399414
	Iteration 12Q: 3 clusters Score -1352245 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1352351.625000 Penalty: 4653.399414
	Iteration 13Q: 3 clusters Score -1352352 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1352466.000000 Penalty: 4653.399414
	Iteration 14Q: 3 clusters Score -1352466 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1352587.625000 Penalty: 4653.399414
	Iteration 15Q: 3 clusters Score -1352588 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1352702.500000 Penalty: 4653.399414
	Iteration 16Q: 3 clusters Score -1352702 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1352827.375000 Penalty: 4653.399414
	Iteration 17Q: 3 clusters Score -1352827 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1352976.125000 Penalty: 4653.399414
	Iteration 18Q: 3 clusters Score -1352976 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1353160.750000 Penalty: 4653.399414
	Iteration 19Q: 3 clusters Score -1353161 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1353386.375000 Penalty: 4653.399414
	Iteration 20F: 3 clusters Score -1353386 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1353588.750000 Penalty: 4653.399414
	Iteration 21Q: 3 clusters Score -1353589 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1353827.875000 Penalty: 4653.399414
	Iteration 22Q: 3 clusters Score -1353828 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1354082.375000 Penalty: 4653.399414
	Iteration 23Q: 3 clusters Score -1354082 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1354304.625000 Penalty: 4653.399414
	Iteration 24Q: 3 clusters Score -1354305 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1354484.125000 Penalty: 4653.399414
	Iteration 25Q: 3 clusters Score -1354484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1354608.250000 Penalty: 4653.399414
	Iteration 26Q: 3 clusters Score -1354608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1354691.125000 Penalty: 4653.399414
	Iteration 27Q: 3 clusters Score -1354691 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1354754.125000 Penalty: 4653.399414
	Iteration 28Q: 3 clusters Score -1354754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1354808.625000 Penalty: 4653.399414
	Iteration 29Q: 3 clusters Score -1354809 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1354861.250000 Penalty: 4653.399414
	Iteration 30Q: 3 clusters Score -1354861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1354893.375000 Penalty: 4653.399414
	Iteration 31Q: 3 clusters Score -1354893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1354916.125000 Penalty: 4653.399414
	Iteration 32Q: 3 clusters Score -1354916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1354939.125000 Penalty: 4653.399414
	Iteration 33Q: 3 clusters Score -1354939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1354950.625000 Penalty: 4653.399414
	Iteration 34Q: 3 clusters Score -1354951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1354958.375000 Penalty: 4653.399414
	Iteration 35Q: 3 clusters Score -1354958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1354967.625000 Penalty: 4653.399414
	Iteration 36Q: 3 clusters Score -1354968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1354975.125000 Penalty: 4653.399414
	Iteration 37Q: 3 clusters Score -1354975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1354983.125000 Penalty: 4653.399414
	Iteration 38Q: 3 clusters Score -1354983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1354999.250000 Penalty: 4653.399414
	Iteration 39Q: 3 clusters Score -1354999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1355007.000000 Penalty: 4653.399414
	Iteration 40F: 3 clusters Score -1355007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1355012.750000 Penalty: 4653.399414
	Iteration 41Q: 3 clusters Score -1355013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1355016.750000 Penalty: 4653.399414
	Iteration 42Q: 3 clusters Score -1355017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1355023.375000 Penalty: 4653.399414
	Iteration 43Q: 3 clusters Score -1355023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1355026.625000 Penalty: 4653.399414
	Iteration 44Q: 3 clusters Score -1355027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1355029.250000 Penalty: 4653.399414
	Iteration 45Q: 3 clusters Score -1355029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1355032.250000 Penalty: 4653.399414
	Iteration 46Q: 3 clusters Score -1355032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1355036.875000 Penalty: 4653.399414
	Iteration 47Q: 3 clusters Score -1355037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1355039.125000 Penalty: 4653.399414
	Iteration 48Q: 3 clusters Score -1355039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1355038.625000 Penalty: 4653.399414
	Iteration 49Q: 3 clusters Score -1355039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1355037.875000 Penalty: 4653.399414
	Iteration 50Q: 3 clusters Score -1355038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1355038.375000 Penalty: 4653.399414
	Iteration 51Q: 3 clusters Score -1355038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1355040.625000 Penalty: 4653.399414
	Iteration 52Q: 3 clusters Score -1355041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1355040.625000 Penalty: 4653.399414
	Iteration 53F: 3 clusters Score -1355041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -239279.046875 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -239279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -236028.906250 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -236028.9 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -237226.765625 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -237226.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -237812.140625 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -237812.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -238138.562500 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -238138.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -238376.296875 Penalty: 3986.140381
	Iteration 4F: 3 clusters Score -238376.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -238536.828125 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -238536.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -238626.156250 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -238626.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -238680.531250 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -238680.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -238722.484375 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -238722.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -238770.328125 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -238770.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -238815.640625 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -238815.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -238845.906250 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -238845.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -238859.421875 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -238859.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -238867.656250 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -238867.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -238877.375000 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -238877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -238885.140625 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -238885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -238892.750000 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -238892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -238901.218750 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -238901.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -238911.828125 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -238911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -238917.812500 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -238917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -238921.875000 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -238921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -238924.359375 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -238924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -238925.000000 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -238925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -238926.453125 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -238926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -238927.000000 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -238927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -238927.687500 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -238927.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -238927.687500 Penalty: 3986.140381
	Iteration 26F: 3 clusters Score -238927.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -550612.500000 Penalty: 2161.416260
	Iteration 0F: 2 clusters Score -550612.5 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 3092 members 
Entering Unmasked Estep 
Score: -545440.062500 Penalty: 4322.832520
	Iteration 0F: 3 clusters Score -545440.1 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -547330.562500 Penalty: 4322.832520
	Iteration 1F: 3 clusters Score -547330.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -548016.375000 Penalty: 4322.832520
	Iteration 2F: 3 clusters Score -548016.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -548506.062500 Penalty: 4322.832520
	Iteration 3F: 3 clusters Score -548506.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -548866.500000 Penalty: 4322.832520
	Iteration 4F: 3 clusters Score -548866.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -549153.437500 Penalty: 4322.832520
	Iteration 5F: 3 clusters Score -549153.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -549298.937500 Penalty: 4322.832520
	Iteration 6Q: 3 clusters Score -549298.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -549380.875000 Penalty: 4322.832520
	Iteration 7Q: 3 clusters Score -549380.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -549430.000000 Penalty: 4322.832520
	Iteration 8Q: 3 clusters Score -549430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -549461.500000 Penalty: 4322.832520
	Iteration 9Q: 3 clusters Score -549461.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -549483.062500 Penalty: 4322.832520
	Iteration 10Q: 3 clusters Score -549483.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -549499.625000 Penalty: 4322.832520
	Iteration 11Q: 3 clusters Score -549499.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -549516.812500 Penalty: 4322.832520
	Iteration 12Q: 3 clusters Score -549516.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -549523.937500 Penalty: 4322.832520
	Iteration 13Q: 3 clusters Score -549523.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -549531.562500 Penalty: 4322.832520
	Iteration 14Q: 3 clusters Score -549531.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -549537.375000 Penalty: 4322.832520
	Iteration 15Q: 3 clusters Score -549537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -549541.500000 Penalty: 4322.832520
	Iteration 16Q: 3 clusters Score -549541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -549547.187500 Penalty: 4322.832520
	Iteration 17Q: 3 clusters Score -549547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -549551.250000 Penalty: 4322.832520
	Iteration 18Q: 3 clusters Score -549551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -549554.375000 Penalty: 4322.832520
	Iteration 19Q: 3 clusters Score -549554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -549557.437500 Penalty: 4322.832520
	Iteration 20F: 3 clusters Score -549557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -549558.187500 Penalty: 4322.832520
	Iteration 21Q: 3 clusters Score -549558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -549560.687500 Penalty: 4322.832520
	Iteration 22Q: 3 clusters Score -549560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -549562.937500 Penalty: 4322.832520
	Iteration 23Q: 3 clusters Score -549562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -549564.312500 Penalty: 4322.832520
	Iteration 24Q: 3 clusters Score -549564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -549565.000000 Penalty: 4322.832520
	Iteration 25Q: 3 clusters Score -549565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -549565.875000 Penalty: 4322.832520
	Iteration 26Q: 3 clusters Score -549565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -549565.562500 Penalty: 4322.832520
	Iteration 27Q: 3 clusters Score -549565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -549566.250000 Penalty: 4322.832520
	Iteration 28Q: 3 clusters Score -549566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -549568.625000 Penalty: 4322.832520
	Iteration 29Q: 3 clusters Score -549568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -549567.812500 Penalty: 4322.832520
	Iteration 30Q: 3 clusters Score -549567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -549570.000000 Penalty: 4322.832520
	Iteration 31Q: 3 clusters Score -549570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -549571.187500 Penalty: 4322.832520
	Iteration 32Q: 3 clusters Score -549571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -549572.500000 Penalty: 4322.832520
	Iteration 33Q: 3 clusters Score -549572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -549572.812500 Penalty: 4322.832520
	Iteration 34Q: 3 clusters Score -549572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -549572.875000 Penalty: 4322.832520
	Iteration 35Q: 3 clusters Score -549572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -549572.062500 Penalty: 4322.832520
	Iteration 36Q: 3 clusters Score -549572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -549572.062500 Penalty: 4322.832520
	Iteration 37F: 3 clusters Score -549572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (133764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133764 members 
Entering Unmasked Estep 
Score: -15520025.000000 Penalty: 2927.350342
	Iteration 0F: 2 clusters Score -1.552002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -15430017.000000 Penalty: 5854.700684
	Iteration 0F: 3 clusters Score -1.543002e+07 nChanged 63925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -15467050.000000 Penalty: 5854.700684
	Iteration 1F: 3 clusters Score -1.546705e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -15468158.000000 Penalty: 5854.700684
	Iteration 2Q: 3 clusters Score -1.546816e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -15469346.000000 Penalty: 5854.700684
	Iteration 3Q: 3 clusters Score -1.546935e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -15471379.000000 Penalty: 5854.700684
	Iteration 4Q: 3 clusters Score -1.547138e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -15474238.000000 Penalty: 5854.700684
	Iteration 5F: 3 clusters Score -1.547424e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -15478944.000000 Penalty: 5854.700684
	Iteration 6F: 3 clusters Score -1.547894e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -15485388.000000 Penalty: 5854.700684
	Iteration 7F: 3 clusters Score -1.548539e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -15493735.000000 Penalty: 5854.700684
	Iteration 8F: 3 clusters Score -1.549374e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 118208 members 
Entering Unmasked Estep 
Score: -15502742.000000 Penalty: 5854.700684
	Iteration 9F: 3 clusters Score -1.550274e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -15509939.000000 Penalty: 5854.700684
	Iteration 10F: 3 clusters Score -1.550994e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 130350 members 
Entering Unmasked Estep 
Score: -15514356.000000 Penalty: 5854.700684
	Iteration 11Q: 3 clusters Score -1.551436e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 132359 members 
Entering Unmasked Estep 
Score: -15516298.000000 Penalty: 5854.700684
	Iteration 12Q: 3 clusters Score -1.55163e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 133058 members 
Entering Unmasked Estep 
Score: -15516963.000000 Penalty: 5854.700684
	Iteration 13Q: 3 clusters Score -1.551696e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -15517218.000000 Penalty: 5854.700684
	Iteration 14Q: 3 clusters Score -1.551722e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
Score: -15517293.000000 Penalty: 5854.700684
	Iteration 15Q: 3 clusters Score -1.551729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -15517329.000000 Penalty: 5854.700684
	Iteration 16Q: 3 clusters Score -1.551733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -15517354.000000 Penalty: 5854.700684
	Iteration 17Q: 3 clusters Score -1.551735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -15517407.000000 Penalty: 5854.700684
	Iteration 18Q: 3 clusters Score -1.551741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 133433 members 
Entering Unmasked Estep 
Score: -15517427.000000 Penalty: 5854.700684
	Iteration 19Q: 3 clusters Score -1.551743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 133432 members 
Entering Unmasked Estep 
Score: -15517425.000000 Penalty: 5854.700684
	Iteration 20F: 3 clusters Score -1.551742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -15517423.000000 Penalty: 5854.700684
	Iteration 21Q: 3 clusters Score -1.551742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -15517427.000000 Penalty: 5854.700684
	Iteration 22Q: 3 clusters Score -1.551743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -15517435.000000 Penalty: 5854.700684
	Iteration 23Q: 3 clusters Score -1.551744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -15517435.000000 Penalty: 5854.700684
	Iteration 24Q: 3 clusters Score -1.551744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -15517445.000000 Penalty: 5854.700684
	Iteration 25Q: 3 clusters Score -1.551744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -15517459.000000 Penalty: 5854.700684
	Iteration 26Q: 3 clusters Score -1.551746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 133450 members 
Entering Unmasked Estep 
Score: -15517450.000000 Penalty: 5854.700684
	Iteration 27Q: 3 clusters Score -1.551745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 133450 members 
Entering Unmasked Estep 
Score: -15517450.000000 Penalty: 5854.700684
	Iteration 28F: 3 clusters Score -1.551745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (12844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Entering Unmasked Estep 
Score: -1470643.000000 Penalty: 2346.236816
	Iteration 0F: 2 clusters Score -1470643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1461213.125000 Penalty: 4692.473633
	Iteration 0F: 3 clusters Score -1461213 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1464147.625000 Penalty: 4692.473633
	Iteration 1F: 3 clusters Score -1464148 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1464539.500000 Penalty: 4692.473633
	Iteration 2F: 3 clusters Score -1464540 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1464835.500000 Penalty: 4692.473633
	Iteration 3F: 3 clusters Score -1464836 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1465047.375000 Penalty: 4692.473633
	Iteration 4Q: 3 clusters Score -1465047 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1465228.375000 Penalty: 4692.473633
	Iteration 5Q: 3 clusters Score -1465228 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1465409.750000 Penalty: 4692.473633
	Iteration 6Q: 3 clusters Score -1465410 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1465596.375000 Penalty: 4692.473633
	Iteration 7Q: 3 clusters Score -1465596 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1465832.125000 Penalty: 4692.473633
	Iteration 8Q: 3 clusters Score -1465832 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1466108.875000 Penalty: 4692.473633
	Iteration 9Q: 3 clusters Score -1466109 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1466434.250000 Penalty: 4692.473633
	Iteration 10Q: 3 clusters Score -1466434 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1466827.500000 Penalty: 4692.473633
	Iteration 11Q: 3 clusters Score -1466828 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1467248.375000 Penalty: 4692.473633
	Iteration 12Q: 3 clusters Score -1467248 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1467654.500000 Penalty: 4692.473633
	Iteration 13Q: 3 clusters Score -1467654 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1468033.875000 Penalty: 4692.473633
	Iteration 14Q: 3 clusters Score -1468034 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1468373.750000 Penalty: 4692.473633
	Iteration 15Q: 3 clusters Score -1468374 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1468667.500000 Penalty: 4692.473633
	Iteration 16Q: 3 clusters Score -1468668 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1468845.375000 Penalty: 4692.473633
	Iteration 17Q: 3 clusters Score -1468845 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1468976.875000 Penalty: 4692.473633
	Iteration 18Q: 3 clusters Score -1468977 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1469065.500000 Penalty: 4692.473633
	Iteration 19Q: 3 clusters Score -1469066 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1469120.250000 Penalty: 4692.473633
	Iteration 20F: 3 clusters Score -1469120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1469162.375000 Penalty: 4692.473633
	Iteration 21Q: 3 clusters Score -1469162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1469203.375000 Penalty: 4692.473633
	Iteration 22Q: 3 clusters Score -1469203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1469232.625000 Penalty: 4692.473633
	Iteration 23Q: 3 clusters Score -1469233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1469251.875000 Penalty: 4692.473633
	Iteration 24Q: 3 clusters Score -1469252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1469268.500000 Penalty: 4692.473633
	Iteration 25Q: 3 clusters Score -1469268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1469290.750000 Penalty: 4692.473633
	Iteration 26Q: 3 clusters Score -1469291 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1469306.000000 Penalty: 4692.473633
	Iteration 27Q: 3 clusters Score -1469306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1469317.500000 Penalty: 4692.473633
	Iteration 28Q: 3 clusters Score -1469318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1469328.000000 Penalty: 4692.473633
	Iteration 29Q: 3 clusters Score -1469328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1469329.500000 Penalty: 4692.473633
	Iteration 30Q: 3 clusters Score -1469330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1469331.375000 Penalty: 4692.473633
	Iteration 31Q: 3 clusters Score -1469331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1469335.875000 Penalty: 4692.473633
	Iteration 32Q: 3 clusters Score -1469336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1469338.625000 Penalty: 4692.473633
	Iteration 33Q: 3 clusters Score -1469339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1469340.500000 Penalty: 4692.473633
	Iteration 34Q: 3 clusters Score -1469340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1469341.250000 Penalty: 4692.473633
	Iteration 35Q: 3 clusters Score -1469341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1469349.375000 Penalty: 4692.473633
	Iteration 36Q: 3 clusters Score -1469349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1469352.125000 Penalty: 4692.473633
	Iteration 37Q: 3 clusters Score -1469352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1469354.750000 Penalty: 4692.473633
	Iteration 38Q: 3 clusters Score -1469355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1469360.000000 Penalty: 4692.473633
	Iteration 39Q: 3 clusters Score -1469360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1469359.250000 Penalty: 4692.473633
	Iteration 40F: 3 clusters Score -1469359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1469362.125000 Penalty: 4692.473633
	Iteration 41Q: 3 clusters Score -1469362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1469364.375000 Penalty: 4692.473633
	Iteration 42Q: 3 clusters Score -1469364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1469364.125000 Penalty: 4692.473633
	Iteration 43Q: 3 clusters Score -1469364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1469364.750000 Penalty: 4692.473633
	Iteration 44Q: 3 clusters Score -1469365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1469363.250000 Penalty: 4692.473633
	Iteration 45Q: 3 clusters Score -1469363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1469363.625000 Penalty: 4692.473633
	Iteration 46Q: 3 clusters Score -1469364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1469363.625000 Penalty: 4692.473633
	Iteration 47F: 3 clusters Score -1469364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1220494.750000 Penalty: 2324.749268
	Iteration 0F: 2 clusters Score -1220495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1211820.125000 Penalty: 4649.498535
	Iteration 0F: 3 clusters Score -1211820 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1214849.625000 Penalty: 4649.498535
	Iteration 1F: 3 clusters Score -1214850 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1215495.875000 Penalty: 4649.498535
	Iteration 2F: 3 clusters Score -1215496 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1216022.375000 Penalty: 4649.498535
	Iteration 3F: 3 clusters Score -1216022 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1216407.625000 Penalty: 4649.498535
	Iteration 4F: 3 clusters Score -1216408 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1216706.000000 Penalty: 4649.498535
	Iteration 5Q: 3 clusters Score -1216706 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1216963.750000 Penalty: 4649.498535
	Iteration 6Q: 3 clusters Score -1216964 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1217154.625000 Penalty: 4649.498535
	Iteration 7Q: 3 clusters Score -1217155 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1217289.375000 Penalty: 4649.498535
	Iteration 8Q: 3 clusters Score -1217289 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1217402.500000 Penalty: 4649.498535
	Iteration 9Q: 3 clusters Score -1217402 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1217501.125000 Penalty: 4649.498535
	Iteration 10Q: 3 clusters Score -1217501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1217576.250000 Penalty: 4649.498535
	Iteration 11Q: 3 clusters Score -1217576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1217623.750000 Penalty: 4649.498535
	Iteration 12Q: 3 clusters Score -1217624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1217670.875000 Penalty: 4649.498535
	Iteration 13Q: 3 clusters Score -1217671 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1217714.875000 Penalty: 4649.498535
	Iteration 14Q: 3 clusters Score -1217715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1217757.375000 Penalty: 4649.498535
	Iteration 15Q: 3 clusters Score -1217757 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1217794.875000 Penalty: 4649.498535
	Iteration 16Q: 3 clusters Score -1217795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1217823.875000 Penalty: 4649.498535
	Iteration 17Q: 3 clusters Score -1217824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1217844.500000 Penalty: 4649.498535
	Iteration 18Q: 3 clusters Score -1217844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1217869.250000 Penalty: 4649.498535
	Iteration 19Q: 3 clusters Score -1217869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1217890.125000 Penalty: 4649.498535
	Iteration 20F: 3 clusters Score -1217890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1217900.250000 Penalty: 4649.498535
	Iteration 21Q: 3 clusters Score -1217900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1217915.750000 Penalty: 4649.498535
	Iteration 22Q: 3 clusters Score -1217916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1217927.250000 Penalty: 4649.498535
	Iteration 23Q: 3 clusters Score -1217927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1217930.375000 Penalty: 4649.498535
	Iteration 24Q: 3 clusters Score -1217930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1217938.125000 Penalty: 4649.498535
	Iteration 25Q: 3 clusters Score -1217938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1217938.875000 Penalty: 4649.498535
	Iteration 26Q: 3 clusters Score -1217939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1217945.125000 Penalty: 4649.498535
	Iteration 27Q: 3 clusters Score -1217945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1217952.000000 Penalty: 4649.498535
	Iteration 28Q: 3 clusters Score -1217952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1217955.625000 Penalty: 4649.498535
	Iteration 29Q: 3 clusters Score -1217956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1217968.750000 Penalty: 4649.498535
	Iteration 30Q: 3 clusters Score -1217969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1217982.000000 Penalty: 4649.498535
	Iteration 31Q: 3 clusters Score -1217982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1217993.500000 Penalty: 4649.498535
	Iteration 32Q: 3 clusters Score -1217994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1217996.750000 Penalty: 4649.498535
	Iteration 33Q: 3 clusters Score -1217997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1218004.000000 Penalty: 4649.498535
	Iteration 34Q: 3 clusters Score -1218004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1218009.250000 Penalty: 4649.498535
	Iteration 35Q: 3 clusters Score -1218009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1218016.000000 Penalty: 4649.498535
	Iteration 36Q: 3 clusters Score -1218016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1218023.125000 Penalty: 4649.498535
	Iteration 37Q: 3 clusters Score -1218023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1218030.375000 Penalty: 4649.498535
	Iteration 38Q: 3 clusters Score -1218030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1218036.000000 Penalty: 4649.498535
	Iteration 39Q: 3 clusters Score -1218036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1218042.625000 Penalty: 4649.498535
	Iteration 40F: 3 clusters Score -1218043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1218045.875000 Penalty: 4649.498535
	Iteration 41Q: 3 clusters Score -1218046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1218057.000000 Penalty: 4649.498535
	Iteration 42Q: 3 clusters Score -1218057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1218067.250000 Penalty: 4649.498535
	Iteration 43Q: 3 clusters Score -1218067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1218077.000000 Penalty: 4649.498535
	Iteration 44Q: 3 clusters Score -1218077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1218091.625000 Penalty: 4649.498535
	Iteration 45Q: 3 clusters Score -1218092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1218105.500000 Penalty: 4649.498535
	Iteration 46Q: 3 clusters Score -1218106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1218120.875000 Penalty: 4649.498535
	Iteration 47Q: 3 clusters Score -1218121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1218132.875000 Penalty: 4649.498535
	Iteration 48Q: 3 clusters Score -1218133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1218146.500000 Penalty: 4649.498535
	Iteration 49Q: 3 clusters Score -1218146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1218153.125000 Penalty: 4649.498535
	Iteration 50Q: 3 clusters Score -1218153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1218168.125000 Penalty: 4649.498535
	Iteration 51Q: 3 clusters Score -1218168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1218181.125000 Penalty: 4649.498535
	Iteration 52Q: 3 clusters Score -1218181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1218185.875000 Penalty: 4649.498535
	Iteration 53Q: 3 clusters Score -1218186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1218193.250000 Penalty: 4649.498535
	Iteration 54Q: 3 clusters Score -1218193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1218201.750000 Penalty: 4649.498535
	Iteration 55Q: 3 clusters Score -1218202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1218217.625000 Penalty: 4649.498535
	Iteration 56Q: 3 clusters Score -1218218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1218235.250000 Penalty: 4649.498535
	Iteration 57Q: 3 clusters Score -1218235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1218259.375000 Penalty: 4649.498535
	Iteration 58Q: 3 clusters Score -1218259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1218280.875000 Penalty: 4649.498535
	Iteration 59Q: 3 clusters Score -1218281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1218295.250000 Penalty: 4649.498535
	Iteration 60F: 3 clusters Score -1218295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1218310.875000 Penalty: 4649.498535
	Iteration 61Q: 3 clusters Score -1218311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1218332.625000 Penalty: 4649.498535
	Iteration 62Q: 3 clusters Score -1218333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1218346.625000 Penalty: 4649.498535
	Iteration 63Q: 3 clusters Score -1218347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1218359.625000 Penalty: 4649.498535
	Iteration 64Q: 3 clusters Score -1218360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1218375.500000 Penalty: 4649.498535
	Iteration 65Q: 3 clusters Score -1218376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1218397.625000 Penalty: 4649.498535
	Iteration 66Q: 3 clusters Score -1218398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1218425.875000 Penalty: 4649.498535
	Iteration 67Q: 3 clusters Score -1218426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1218451.375000 Penalty: 4649.498535
	Iteration 68Q: 3 clusters Score -1218451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1218484.375000 Penalty: 4649.498535
	Iteration 69Q: 3 clusters Score -1218484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1218523.625000 Penalty: 4649.498535
	Iteration 70Q: 3 clusters Score -1218524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1218551.875000 Penalty: 4649.498535
	Iteration 71Q: 3 clusters Score -1218552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1218569.625000 Penalty: 4649.498535
	Iteration 72Q: 3 clusters Score -1218570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1218592.125000 Penalty: 4649.498535
	Iteration 73Q: 3 clusters Score -1218592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1218608.250000 Penalty: 4649.498535
	Iteration 74Q: 3 clusters Score -1218608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1218624.250000 Penalty: 4649.498535
	Iteration 75Q: 3 clusters Score -1218624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1218637.750000 Penalty: 4649.498535
	Iteration 76Q: 3 clusters Score -1218638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1218652.250000 Penalty: 4649.498535
	Iteration 77Q: 3 clusters Score -1218652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1218664.875000 Penalty: 4649.498535
	Iteration 78Q: 3 clusters Score -1218665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1218671.875000 Penalty: 4649.498535
	Iteration 79Q: 3 clusters Score -1218672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1218684.000000 Penalty: 4649.498535
	Iteration 80F: 3 clusters Score -1218684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1218699.875000 Penalty: 4649.498535
	Iteration 81Q: 3 clusters Score -1218700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1218713.125000 Penalty: 4649.498535
	Iteration 82Q: 3 clusters Score -1218713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1218725.000000 Penalty: 4649.498535
	Iteration 83Q: 3 clusters Score -1218725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1218728.000000 Penalty: 4649.498535
	Iteration 84Q: 3 clusters Score -1218728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1218735.625000 Penalty: 4649.498535
	Iteration 85Q: 3 clusters Score -1218736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1218742.125000 Penalty: 4649.498535
	Iteration 86Q: 3 clusters Score -1218742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1218753.125000 Penalty: 4649.498535
	Iteration 87Q: 3 clusters Score -1218753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1218758.750000 Penalty: 4649.498535
	Iteration 88Q: 3 clusters Score -1218759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1218764.375000 Penalty: 4649.498535
	Iteration 89Q: 3 clusters Score -1218764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1218767.500000 Penalty: 4649.498535
	Iteration 90Q: 3 clusters Score -1218768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1218773.125000 Penalty: 4649.498535
	Iteration 91Q: 3 clusters Score -1218773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1218781.125000 Penalty: 4649.498535
	Iteration 92Q: 3 clusters Score -1218781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1218795.625000 Penalty: 4649.498535
	Iteration 93Q: 3 clusters Score -1218796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1218808.750000 Penalty: 4649.498535
	Iteration 94Q: 3 clusters Score -1218809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1218812.625000 Penalty: 4649.498535
	Iteration 95Q: 3 clusters Score -1218813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1218820.750000 Penalty: 4649.498535
	Iteration 96Q: 3 clusters Score -1218821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1218829.125000 Penalty: 4649.498535
	Iteration 97Q: 3 clusters Score -1218829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1218838.125000 Penalty: 4649.498535
	Iteration 98Q: 3 clusters Score -1218838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1218843.500000 Penalty: 4649.498535
	Iteration 99Q: 3 clusters Score -1218844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1218853.875000 Penalty: 4649.498535
	Iteration 100F: 3 clusters Score -1218854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1218854.875000 Penalty: 4649.498535
	Iteration 101Q: 3 clusters Score -1218855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1218862.125000 Penalty: 4649.498535
	Iteration 102Q: 3 clusters Score -1218862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1218877.125000 Penalty: 4649.498535
	Iteration 103Q: 3 clusters Score -1218877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1218890.750000 Penalty: 4649.498535
	Iteration 104Q: 3 clusters Score -1218891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1218898.000000 Penalty: 4649.498535
	Iteration 105Q: 3 clusters Score -1218898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1218907.250000 Penalty: 4649.498535
	Iteration 106Q: 3 clusters Score -1218907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1218914.875000 Penalty: 4649.498535
	Iteration 107Q: 3 clusters Score -1218915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1218920.625000 Penalty: 4649.498535
	Iteration 108Q: 3 clusters Score -1218921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1218926.875000 Penalty: 4649.498535
	Iteration 109Q: 3 clusters Score -1218927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1218937.250000 Penalty: 4649.498535
	Iteration 110Q: 3 clusters Score -1218937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1218945.750000 Penalty: 4649.498535
	Iteration 111Q: 3 clusters Score -1218946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1218954.625000 Penalty: 4649.498535
	Iteration 112Q: 3 clusters Score -1218955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1218962.250000 Penalty: 4649.498535
	Iteration 113Q: 3 clusters Score -1218962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1218966.125000 Penalty: 4649.498535
	Iteration 114Q: 3 clusters Score -1218966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1218968.625000 Penalty: 4649.498535
	Iteration 115Q: 3 clusters Score -1218969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1218971.500000 Penalty: 4649.498535
	Iteration 116Q: 3 clusters Score -1218972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1218975.000000 Penalty: 4649.498535
	Iteration 117Q: 3 clusters Score -1218975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1218976.125000 Penalty: 4649.498535
	Iteration 118Q: 3 clusters Score -1218976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1218981.125000 Penalty: 4649.498535
	Iteration 119Q: 3 clusters Score -1218981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1218982.250000 Penalty: 4649.498535
	Iteration 120F: 3 clusters Score -1218982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1218988.375000 Penalty: 4649.498535
	Iteration 121Q: 3 clusters Score -1218988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1218988.500000 Penalty: 4649.498535
	Iteration 122Q: 3 clusters Score -1218988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1218996.500000 Penalty: 4649.498535
	Iteration 123Q: 3 clusters Score -1218996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1218999.625000 Penalty: 4649.498535
	Iteration 124Q: 3 clusters Score -1219000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1219001.125000 Penalty: 4649.498535
	Iteration 125Q: 3 clusters Score -1219001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1219004.375000 Penalty: 4649.498535
	Iteration 126Q: 3 clusters Score -1219004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1219003.000000 Penalty: 4649.498535
	Iteration 127Q: 3 clusters Score -1219003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1219003.125000 Penalty: 4649.498535
	Iteration 128Q: 3 clusters Score -1219003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1219005.625000 Penalty: 4649.498535
	Iteration 129Q: 3 clusters Score -1219006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1219005.625000 Penalty: 4649.498535
	Iteration 130F: 3 clusters Score -1219006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Entering Unmasked Estep 
Score: -1242423.250000 Penalty: 2307.598389
	Iteration 0F: 2 clusters Score -1242423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1234209.875000 Penalty: 4615.196777
	Iteration 0F: 3 clusters Score -1234210 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1236588.500000 Penalty: 4615.196777
	Iteration 1F: 3 clusters Score -1236588 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1236919.125000 Penalty: 4615.196777
	Iteration 2F: 3 clusters Score -1236919 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1237195.375000 Penalty: 4615.196777
	Iteration 3F: 3 clusters Score -1237195 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1237432.125000 Penalty: 4615.196777
	Iteration 4Q: 3 clusters Score -1237432 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1237649.625000 Penalty: 4615.196777
	Iteration 5Q: 3 clusters Score -1237650 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1237869.500000 Penalty: 4615.196777
	Iteration 6Q: 3 clusters Score -1237870 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1238059.500000 Penalty: 4615.196777
	Iteration 7Q: 3 clusters Score -1238060 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1238245.000000 Penalty: 4615.196777
	Iteration 8Q: 3 clusters Score -1238245 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1238398.625000 Penalty: 4615.196777
	Iteration 9Q: 3 clusters Score -1238399 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1238526.000000 Penalty: 4615.196777
	Iteration 10Q: 3 clusters Score -1238526 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1238644.750000 Penalty: 4615.196777
	Iteration 11Q: 3 clusters Score -1238645 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1238723.500000 Penalty: 4615.196777
	Iteration 12Q: 3 clusters Score -1238724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1238788.375000 Penalty: 4615.196777
	Iteration 13Q: 3 clusters Score -1238788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1238828.125000 Penalty: 4615.196777
	Iteration 14Q: 3 clusters Score -1238828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1238861.375000 Penalty: 4615.196777
	Iteration 15Q: 3 clusters Score -1238861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1238882.875000 Penalty: 4615.196777
	Iteration 16Q: 3 clusters Score -1238883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1238901.250000 Penalty: 4615.196777
	Iteration 17Q: 3 clusters Score -1238901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1238920.250000 Penalty: 4615.196777
	Iteration 18Q: 3 clusters Score -1238920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1238944.375000 Penalty: 4615.196777
	Iteration 19Q: 3 clusters Score -1238944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1238961.500000 Penalty: 4615.196777
	Iteration 20F: 3 clusters Score -1238962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1238977.875000 Penalty: 4615.196777
	Iteration 21Q: 3 clusters Score -1238978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1239002.500000 Penalty: 4615.196777
	Iteration 22Q: 3 clusters Score -1239002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1239015.625000 Penalty: 4615.196777
	Iteration 23Q: 3 clusters Score -1239016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1239029.750000 Penalty: 4615.196777
	Iteration 24Q: 3 clusters Score -1239030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1239041.500000 Penalty: 4615.196777
	Iteration 25Q: 3 clusters Score -1239042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1239060.500000 Penalty: 4615.196777
	Iteration 26Q: 3 clusters Score -1239060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1239076.250000 Penalty: 4615.196777
	Iteration 27Q: 3 clusters Score -1239076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1239098.000000 Penalty: 4615.196777
	Iteration 28Q: 3 clusters Score -1239098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1239124.750000 Penalty: 4615.196777
	Iteration 29Q: 3 clusters Score -1239125 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1239151.625000 Penalty: 4615.196777
	Iteration 30Q: 3 clusters Score -1239152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1239176.500000 Penalty: 4615.196777
	Iteration 31Q: 3 clusters Score -1239176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1239204.500000 Penalty: 4615.196777
	Iteration 32Q: 3 clusters Score -1239204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1239233.875000 Penalty: 4615.196777
	Iteration 33Q: 3 clusters Score -1239234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1239261.125000 Penalty: 4615.196777
	Iteration 34Q: 3 clusters Score -1239261 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1239295.500000 Penalty: 4615.196777
	Iteration 35Q: 3 clusters Score -1239296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1239330.375000 Penalty: 4615.196777
	Iteration 36Q: 3 clusters Score -1239330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1239376.500000 Penalty: 4615.196777
	Iteration 37Q: 3 clusters Score -1239376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1239430.625000 Penalty: 4615.196777
	Iteration 38Q: 3 clusters Score -1239431 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1239487.500000 Penalty: 4615.196777
	Iteration 39Q: 3 clusters Score -1239488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1239552.625000 Penalty: 4615.196777
	Iteration 40F: 3 clusters Score -1239553 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1239615.375000 Penalty: 4615.196777
	Iteration 41Q: 3 clusters Score -1239615 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1239675.125000 Penalty: 4615.196777
	Iteration 42Q: 3 clusters Score -1239675 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1239744.250000 Penalty: 4615.196777
	Iteration 43Q: 3 clusters Score -1239744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1239826.500000 Penalty: 4615.196777
	Iteration 44Q: 3 clusters Score -1239826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1239917.875000 Penalty: 4615.196777
	Iteration 45Q: 3 clusters Score -1239918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1240006.875000 Penalty: 4615.196777
	Iteration 46Q: 3 clusters Score -1240007 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1240072.750000 Penalty: 4615.196777
	Iteration 47Q: 3 clusters Score -1240073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1240148.000000 Penalty: 4615.196777
	Iteration 48Q: 3 clusters Score -1240148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1240216.250000 Penalty: 4615.196777
	Iteration 49Q: 3 clusters Score -1240216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1240264.125000 Penalty: 4615.196777
	Iteration 50Q: 3 clusters Score -1240264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1240299.875000 Penalty: 4615.196777
	Iteration 51Q: 3 clusters Score -1240300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1240326.000000 Penalty: 4615.196777
	Iteration 52Q: 3 clusters Score -1240326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1240348.375000 Penalty: 4615.196777
	Iteration 53Q: 3 clusters Score -1240348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1240367.750000 Penalty: 4615.196777
	Iteration 54Q: 3 clusters Score -1240368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1240379.625000 Penalty: 4615.196777
	Iteration 55Q: 3 clusters Score -1240380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1240391.375000 Penalty: 4615.196777
	Iteration 56Q: 3 clusters Score -1240391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1240407.125000 Penalty: 4615.196777
	Iteration 57Q: 3 clusters Score -1240407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1240420.375000 Penalty: 4615.196777
	Iteration 58Q: 3 clusters Score -1240420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1240432.875000 Penalty: 4615.196777
	Iteration 59Q: 3 clusters Score -1240433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1240442.375000 Penalty: 4615.196777
	Iteration 60F: 3 clusters Score -1240442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1240452.000000 Penalty: 4615.196777
	Iteration 61Q: 3 clusters Score -1240452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1240457.250000 Penalty: 4615.196777
	Iteration 62Q: 3 clusters Score -1240457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1240458.875000 Penalty: 4615.196777
	Iteration 63Q: 3 clusters Score -1240459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1240464.750000 Penalty: 4615.196777
	Iteration 64Q: 3 clusters Score -1240465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1240470.250000 Penalty: 4615.196777
	Iteration 65Q: 3 clusters Score -1240470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1240471.875000 Penalty: 4615.196777
	Iteration 66Q: 3 clusters Score -1240472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1240474.125000 Penalty: 4615.196777
	Iteration 67Q: 3 clusters Score -1240474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1240478.125000 Penalty: 4615.196777
	Iteration 68Q: 3 clusters Score -1240478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1240483.500000 Penalty: 4615.196777
	Iteration 69Q: 3 clusters Score -1240484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1240482.000000 Penalty: 4615.196777
	Iteration 70Q: 3 clusters Score -1240482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1240483.000000 Penalty: 4615.196777
	Iteration 71Q: 3 clusters Score -1240483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1240483.000000 Penalty: 4615.196777
	Iteration 72F: 3 clusters Score -1240483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -567369.500000 Penalty: 2152.637939
	Iteration 0F: 2 clusters Score -567369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -562339.562500 Penalty: 4305.275879
	Iteration 0F: 3 clusters Score -562339.6 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -563725.062500 Penalty: 4305.275879
	Iteration 1F: 3 clusters Score -563725.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -564047.375000 Penalty: 4305.275879
	Iteration 2F: 3 clusters Score -564047.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -564304.750000 Penalty: 4305.275879
	Iteration 3F: 3 clusters Score -564304.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -564531.875000 Penalty: 4305.275879
	Iteration 4Q: 3 clusters Score -564531.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -564755.500000 Penalty: 4305.275879
	Iteration 5Q: 3 clusters Score -564755.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -564956.375000 Penalty: 4305.275879
	Iteration 6Q: 3 clusters Score -564956.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -565120.437500 Penalty: 4305.275879
	Iteration 7Q: 3 clusters Score -565120.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -565264.062500 Penalty: 4305.275879
	Iteration 8Q: 3 clusters Score -565264.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -565404.875000 Penalty: 4305.275879
	Iteration 9Q: 3 clusters Score -565404.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -565523.062500 Penalty: 4305.275879
	Iteration 10Q: 3 clusters Score -565523.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -565610.812500 Penalty: 4305.275879
	Iteration 11Q: 3 clusters Score -565610.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -565684.812500 Penalty: 4305.275879
	Iteration 12Q: 3 clusters Score -565684.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -565745.562500 Penalty: 4305.275879
	Iteration 13Q: 3 clusters Score -565745.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -565789.562500 Penalty: 4305.275879
	Iteration 14Q: 3 clusters Score -565789.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -565832.562500 Penalty: 4305.275879
	Iteration 15Q: 3 clusters Score -565832.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -565867.312500 Penalty: 4305.275879
	Iteration 16Q: 3 clusters Score -565867.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -565891.187500 Penalty: 4305.275879
	Iteration 17Q: 3 clusters Score -565891.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -565909.875000 Penalty: 4305.275879
	Iteration 18Q: 3 clusters Score -565909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -565932.562500 Penalty: 4305.275879
	Iteration 19Q: 3 clusters Score -565932.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -565953.750000 Penalty: 4305.275879
	Iteration 20F: 3 clusters Score -565953.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -565977.062500 Penalty: 4305.275879
	Iteration 21Q: 3 clusters Score -565977.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -566003.875000 Penalty: 4305.275879
	Iteration 22Q: 3 clusters Score -566003.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -566034.187500 Penalty: 4305.275879
	Iteration 23Q: 3 clusters Score -566034.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -566052.187500 Penalty: 4305.275879
	Iteration 24Q: 3 clusters Score -566052.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -566076.562500 Penalty: 4305.275879
	Iteration 25Q: 3 clusters Score -566076.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -566091.437500 Penalty: 4305.275879
	Iteration 26Q: 3 clusters Score -566091.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -566101.375000 Penalty: 4305.275879
	Iteration 27Q: 3 clusters Score -566101.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -566109.500000 Penalty: 4305.275879
	Iteration 28Q: 3 clusters Score -566109.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -566120.187500 Penalty: 4305.275879
	Iteration 29Q: 3 clusters Score -566120.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -566132.500000 Penalty: 4305.275879
	Iteration 30Q: 3 clusters Score -566132.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -566146.750000 Penalty: 4305.275879
	Iteration 31Q: 3 clusters Score -566146.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -566163.250000 Penalty: 4305.275879
	Iteration 32Q: 3 clusters Score -566163.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -566177.375000 Penalty: 4305.275879
	Iteration 33Q: 3 clusters Score -566177.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -566191.250000 Penalty: 4305.275879
	Iteration 34Q: 3 clusters Score -566191.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -566202.125000 Penalty: 4305.275879
	Iteration 35Q: 3 clusters Score -566202.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -566216.000000 Penalty: 4305.275879
	Iteration 36Q: 3 clusters Score -566216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -566231.812500 Penalty: 4305.275879
	Iteration 37Q: 3 clusters Score -566231.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -566242.937500 Penalty: 4305.275879
	Iteration 38Q: 3 clusters Score -566242.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -566255.312500 Penalty: 4305.275879
	Iteration 39Q: 3 clusters Score -566255.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -566262.625000 Penalty: 4305.275879
	Iteration 40F: 3 clusters Score -566262.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -566269.125000 Penalty: 4305.275879
	Iteration 41Q: 3 clusters Score -566269.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -566276.500000 Penalty: 4305.275879
	Iteration 42Q: 3 clusters Score -566276.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -566284.625000 Penalty: 4305.275879
	Iteration 43Q: 3 clusters Score -566284.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -566293.500000 Penalty: 4305.275879
	Iteration 44Q: 3 clusters Score -566293.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -566302.687500 Penalty: 4305.275879
	Iteration 45Q: 3 clusters Score -566302.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -566310.687500 Penalty: 4305.275879
	Iteration 46Q: 3 clusters Score -566310.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -566318.562500 Penalty: 4305.275879
	Iteration 47Q: 3 clusters Score -566318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -566326.437500 Penalty: 4305.275879
	Iteration 48Q: 3 clusters Score -566326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -566330.062500 Penalty: 4305.275879
	Iteration 49Q: 3 clusters Score -566330.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -566336.937500 Penalty: 4305.275879
	Iteration 50Q: 3 clusters Score -566336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -566341.000000 Penalty: 4305.275879
	Iteration 51Q: 3 clusters Score -566341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -566343.875000 Penalty: 4305.275879
	Iteration 52Q: 3 clusters Score -566343.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -566348.125000 Penalty: 4305.275879
	Iteration 53Q: 3 clusters Score -566348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -566348.937500 Penalty: 4305.275879
	Iteration 54Q: 3 clusters Score -566348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -566350.312500 Penalty: 4305.275879
	Iteration 55Q: 3 clusters Score -566350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -566351.062500 Penalty: 4305.275879
	Iteration 56Q: 3 clusters Score -566351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -566352.500000 Penalty: 4305.275879
	Iteration 57Q: 3 clusters Score -566352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -566355.437500 Penalty: 4305.275879
	Iteration 58Q: 3 clusters Score -566355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -566355.250000 Penalty: 4305.275879
	Iteration 59Q: 3 clusters Score -566355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -566355.812500 Penalty: 4305.275879
	Iteration 60F: 3 clusters Score -566355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (15434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Entering Unmasked Estep 
Score: -1764704.375000 Penalty: 2391.793457
	Iteration 0F: 2 clusters Score -1764704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1753596.375000 Penalty: 4783.586914
	Iteration 0F: 3 clusters Score -1753596 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1757272.000000 Penalty: 4783.586914
	Iteration 1F: 3 clusters Score -1757272 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1757765.125000 Penalty: 4783.586914
	Iteration 2F: 3 clusters Score -1757765 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1758246.625000 Penalty: 4783.586914
	Iteration 3F: 3 clusters Score -1758247 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1758759.250000 Penalty: 4783.586914
	Iteration 4F: 3 clusters Score -1758759 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1759222.750000 Penalty: 4783.586914
	Iteration 5F: 3 clusters Score -1759223 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1759709.875000 Penalty: 4783.586914
	Iteration 6F: 3 clusters Score -1759710 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1760158.750000 Penalty: 4783.586914
	Iteration 7F: 3 clusters Score -1760159 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1760497.000000 Penalty: 4783.586914
	Iteration 8Q: 3 clusters Score -1760497 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1760732.750000 Penalty: 4783.586914
	Iteration 9Q: 3 clusters Score -1760733 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1760906.875000 Penalty: 4783.586914
	Iteration 10Q: 3 clusters Score -1760907 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1761033.500000 Penalty: 4783.586914
	Iteration 11Q: 3 clusters Score -1761034 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1761119.500000 Penalty: 4783.586914
	Iteration 12Q: 3 clusters Score -1761120 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1761194.500000 Penalty: 4783.586914
	Iteration 13Q: 3 clusters Score -1761194 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1761255.500000 Penalty: 4783.586914
	Iteration 14Q: 3 clusters Score -1761256 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1761295.750000 Penalty: 4783.586914
	Iteration 15Q: 3 clusters Score -1761296 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1761338.750000 Penalty: 4783.586914
	Iteration 16Q: 3 clusters Score -1761339 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1761380.625000 Penalty: 4783.586914
	Iteration 17Q: 3 clusters Score -1761381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1761413.250000 Penalty: 4783.586914
	Iteration 18Q: 3 clusters Score -1761413 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1761450.375000 Penalty: 4783.586914
	Iteration 19Q: 3 clusters Score -1761450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1761487.750000 Penalty: 4783.586914
	Iteration 20F: 3 clusters Score -1761488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1761522.750000 Penalty: 4783.586914
	Iteration 21Q: 3 clusters Score -1761523 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1761563.125000 Penalty: 4783.586914
	Iteration 22Q: 3 clusters Score -1761563 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1761600.625000 Penalty: 4783.586914
	Iteration 23Q: 3 clusters Score -1761601 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1761636.125000 Penalty: 4783.586914
	Iteration 24Q: 3 clusters Score -1761636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1761670.000000 Penalty: 4783.586914
	Iteration 25Q: 3 clusters Score -1761670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1761719.875000 Penalty: 4783.586914
	Iteration 26Q: 3 clusters Score -1761720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1761763.500000 Penalty: 4783.586914
	Iteration 27Q: 3 clusters Score -1761764 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1761823.500000 Penalty: 4783.586914
	Iteration 28Q: 3 clusters Score -1761824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1761871.000000 Penalty: 4783.586914
	Iteration 29Q: 3 clusters Score -1761871 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1761911.875000 Penalty: 4783.586914
	Iteration 30Q: 3 clusters Score -1761912 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1761965.000000 Penalty: 4783.586914
	Iteration 31Q: 3 clusters Score -1761965 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1761997.000000 Penalty: 4783.586914
	Iteration 32Q: 3 clusters Score -1761997 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1762022.750000 Penalty: 4783.586914
	Iteration 33Q: 3 clusters Score -1762023 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1762042.125000 Penalty: 4783.586914
	Iteration 34Q: 3 clusters Score -1762042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1762063.000000 Penalty: 4783.586914
	Iteration 35Q: 3 clusters Score -1762063 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1762071.500000 Penalty: 4783.586914
	Iteration 36Q: 3 clusters Score -1762072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1762084.375000 Penalty: 4783.586914
	Iteration 37Q: 3 clusters Score -1762084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1762099.500000 Penalty: 4783.586914
	Iteration 38Q: 3 clusters Score -1762100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1762110.375000 Penalty: 4783.586914
	Iteration 39Q: 3 clusters Score -1762110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1762117.500000 Penalty: 4783.586914
	Iteration 40F: 3 clusters Score -1762118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1762124.000000 Penalty: 4783.586914
	Iteration 41Q: 3 clusters Score -1762124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1762131.750000 Penalty: 4783.586914
	Iteration 42Q: 3 clusters Score -1762132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1762137.250000 Penalty: 4783.586914
	Iteration 43Q: 3 clusters Score -1762137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1762142.375000 Penalty: 4783.586914
	Iteration 44Q: 3 clusters Score -1762142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1762145.875000 Penalty: 4783.586914
	Iteration 45Q: 3 clusters Score -1762146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1762149.250000 Penalty: 4783.586914
	Iteration 46Q: 3 clusters Score -1762149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1762153.375000 Penalty: 4783.586914
	Iteration 47Q: 3 clusters Score -1762153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1762152.125000 Penalty: 4783.586914
	Iteration 48Q: 3 clusters Score -1762152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1762161.625000 Penalty: 4783.586914
	Iteration 49Q: 3 clusters Score -1762162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1762164.375000 Penalty: 4783.586914
	Iteration 50Q: 3 clusters Score -1762164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1762166.500000 Penalty: 4783.586914
	Iteration 51Q: 3 clusters Score -1762166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1762174.000000 Penalty: 4783.586914
	Iteration 52Q: 3 clusters Score -1762174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1762180.250000 Penalty: 4783.586914
	Iteration 53Q: 3 clusters Score -1762180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1762188.875000 Penalty: 4783.586914
	Iteration 54Q: 3 clusters Score -1762189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1762193.750000 Penalty: 4783.586914
	Iteration 55Q: 3 clusters Score -1762194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1762197.625000 Penalty: 4783.586914
	Iteration 56Q: 3 clusters Score -1762198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1762205.375000 Penalty: 4783.586914
	Iteration 57Q: 3 clusters Score -1762205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1762209.375000 Penalty: 4783.586914
	Iteration 58Q: 3 clusters Score -1762209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1762224.500000 Penalty: 4783.586914
	Iteration 59Q: 3 clusters Score -1762224 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1762247.625000 Penalty: 4783.586914
	Iteration 60F: 3 clusters Score -1762248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1762259.250000 Penalty: 4783.586914
	Iteration 61Q: 3 clusters Score -1762259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1762283.500000 Penalty: 4783.586914
	Iteration 62Q: 3 clusters Score -1762284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1762295.750000 Penalty: 4783.586914
	Iteration 63Q: 3 clusters Score -1762296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1762322.125000 Penalty: 4783.586914
	Iteration 64Q: 3 clusters Score -1762322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1762338.750000 Penalty: 4783.586914
	Iteration 65Q: 3 clusters Score -1762339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1762360.500000 Penalty: 4783.586914
	Iteration 66Q: 3 clusters Score -1762360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1762382.500000 Penalty: 4783.586914
	Iteration 67Q: 3 clusters Score -1762382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1762409.000000 Penalty: 4783.586914
	Iteration 68Q: 3 clusters Score -1762409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1762431.000000 Penalty: 4783.586914
	Iteration 69Q: 3 clusters Score -1762431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1762455.000000 Penalty: 4783.586914
	Iteration 70Q: 3 clusters Score -1762455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1762477.000000 Penalty: 4783.586914
	Iteration 71Q: 3 clusters Score -1762477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1762501.625000 Penalty: 4783.586914
	Iteration 72Q: 3 clusters Score -1762502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1762517.625000 Penalty: 4783.586914
	Iteration 73Q: 3 clusters Score -1762518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1762549.000000 Penalty: 4783.586914
	Iteration 74Q: 3 clusters Score -1762549 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1762576.875000 Penalty: 4783.586914
	Iteration 75Q: 3 clusters Score -1762577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1762608.875000 Penalty: 4783.586914
	Iteration 76Q: 3 clusters Score -1762609 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1762625.875000 Penalty: 4783.586914
	Iteration 77Q: 3 clusters Score -1762626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1762647.625000 Penalty: 4783.586914
	Iteration 78Q: 3 clusters Score -1762648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1762670.125000 Penalty: 4783.586914
	Iteration 79Q: 3 clusters Score -1762670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1762691.250000 Penalty: 4783.586914
	Iteration 80F: 3 clusters Score -1762691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1762700.125000 Penalty: 4783.586914
	Iteration 81Q: 3 clusters Score -1762700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1762716.875000 Penalty: 4783.586914
	Iteration 82Q: 3 clusters Score -1762717 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1762728.375000 Penalty: 4783.586914
	Iteration 83Q: 3 clusters Score -1762728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1762739.000000 Penalty: 4783.586914
	Iteration 84Q: 3 clusters Score -1762739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1762746.875000 Penalty: 4783.586914
	Iteration 85Q: 3 clusters Score -1762747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1762758.250000 Penalty: 4783.586914
	Iteration 86Q: 3 clusters Score -1762758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1762768.125000 Penalty: 4783.586914
	Iteration 87Q: 3 clusters Score -1762768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1762783.625000 Penalty: 4783.586914
	Iteration 88Q: 3 clusters Score -1762784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1762791.625000 Penalty: 4783.586914
	Iteration 89Q: 3 clusters Score -1762792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1762794.250000 Penalty: 4783.586914
	Iteration 90Q: 3 clusters Score -1762794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1762805.125000 Penalty: 4783.586914
	Iteration 91Q: 3 clusters Score -1762805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1762812.125000 Penalty: 4783.586914
	Iteration 92Q: 3 clusters Score -1762812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1762812.875000 Penalty: 4783.586914
	Iteration 93Q: 3 clusters Score -1762813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1762822.750000 Penalty: 4783.586914
	Iteration 94Q: 3 clusters Score -1762823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1762825.375000 Penalty: 4783.586914
	Iteration 95Q: 3 clusters Score -1762825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1762834.875000 Penalty: 4783.586914
	Iteration 96Q: 3 clusters Score -1762835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1762838.000000 Penalty: 4783.586914
	Iteration 97Q: 3 clusters Score -1762838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1762847.750000 Penalty: 4783.586914
	Iteration 98Q: 3 clusters Score -1762848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1762853.625000 Penalty: 4783.586914
	Iteration 99Q: 3 clusters Score -1762854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1762856.750000 Penalty: 4783.586914
	Iteration 100F: 3 clusters Score -1762857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1762870.125000 Penalty: 4783.586914
	Iteration 101Q: 3 clusters Score -1762870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1762883.875000 Penalty: 4783.586914
	Iteration 102Q: 3 clusters Score -1762884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1762890.250000 Penalty: 4783.586914
	Iteration 103Q: 3 clusters Score -1762890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1762900.750000 Penalty: 4783.586914
	Iteration 104Q: 3 clusters Score -1762901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1762910.125000 Penalty: 4783.586914
	Iteration 105Q: 3 clusters Score -1762910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1762913.750000 Penalty: 4783.586914
	Iteration 106Q: 3 clusters Score -1762914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1762922.125000 Penalty: 4783.586914
	Iteration 107Q: 3 clusters Score -1762922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1762928.250000 Penalty: 4783.586914
	Iteration 108Q: 3 clusters Score -1762928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1762930.875000 Penalty: 4783.586914
	Iteration 109Q: 3 clusters Score -1762931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1762942.625000 Penalty: 4783.586914
	Iteration 110Q: 3 clusters Score -1762943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1762947.625000 Penalty: 4783.586914
	Iteration 111Q: 3 clusters Score -1762948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1762958.375000 Penalty: 4783.586914
	Iteration 112Q: 3 clusters Score -1762958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1762957.500000 Penalty: 4783.586914
	Iteration 113Q: 3 clusters Score -1762958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1762971.000000 Penalty: 4783.586914
	Iteration 114Q: 3 clusters Score -1762971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1762970.500000 Penalty: 4783.586914
	Iteration 115Q: 3 clusters Score -1762970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1762972.000000 Penalty: 4783.586914
	Iteration 116Q: 3 clusters Score -1762972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1762975.500000 Penalty: 4783.586914
	Iteration 117Q: 3 clusters Score -1762976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1762988.750000 Penalty: 4783.586914
	Iteration 118Q: 3 clusters Score -1762989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1762989.250000 Penalty: 4783.586914
	Iteration 119Q: 3 clusters Score -1762989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1762991.875000 Penalty: 4783.586914
	Iteration 120F: 3 clusters Score -1762992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1762996.500000 Penalty: 4783.586914
	Iteration 121Q: 3 clusters Score -1762996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1763003.000000 Penalty: 4783.586914
	Iteration 122Q: 3 clusters Score -1763003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1763011.500000 Penalty: 4783.586914
	Iteration 123Q: 3 clusters Score -1763012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1763017.875000 Penalty: 4783.586914
	Iteration 124Q: 3 clusters Score -1763018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1763027.500000 Penalty: 4783.586914
	Iteration 125Q: 3 clusters Score -1763028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1763033.875000 Penalty: 4783.586914
	Iteration 126Q: 3 clusters Score -1763034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1763041.500000 Penalty: 4783.586914
	Iteration 127Q: 3 clusters Score -1763042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1763047.125000 Penalty: 4783.586914
	Iteration 128Q: 3 clusters Score -1763047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1763048.250000 Penalty: 4783.586914
	Iteration 129Q: 3 clusters Score -1763048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1763047.750000 Penalty: 4783.586914
	Iteration 130Q: 3 clusters Score -1763048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1763055.625000 Penalty: 4783.586914
	Iteration 131Q: 3 clusters Score -1763056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1763061.500000 Penalty: 4783.586914
	Iteration 132Q: 3 clusters Score -1763062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1763066.875000 Penalty: 4783.586914
	Iteration 133Q: 3 clusters Score -1763067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1763069.250000 Penalty: 4783.586914
	Iteration 134Q: 3 clusters Score -1763069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1763070.375000 Penalty: 4783.586914
	Iteration 135Q: 3 clusters Score -1763070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1763072.750000 Penalty: 4783.586914
	Iteration 136Q: 3 clusters Score -1763073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1763074.875000 Penalty: 4783.586914
	Iteration 137Q: 3 clusters Score -1763075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1763080.000000 Penalty: 4783.586914
	Iteration 138Q: 3 clusters Score -1763080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1763081.125000 Penalty: 4783.586914
	Iteration 139Q: 3 clusters Score -1763081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1763078.000000 Penalty: 4783.586914
	Iteration 140F: 3 clusters Score -1763078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Entering Unmasked Estep 
Score: -2684818.250000 Penalty: 2495.943115
	Iteration 0F: 2 clusters Score -2684818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2668517.750000 Penalty: 4991.886230
	Iteration 0F: 3 clusters Score -2668518 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2674211.000000 Penalty: 4991.886230
	Iteration 1F: 3 clusters Score -2674211 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2674912.500000 Penalty: 4991.886230
	Iteration 2F: 3 clusters Score -2674912 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2675761.250000 Penalty: 4991.886230
	Iteration 3F: 3 clusters Score -2675761 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2676647.500000 Penalty: 4991.886230
	Iteration 4F: 3 clusters Score -2676648 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2677558.250000 Penalty: 4991.886230
	Iteration 5F: 3 clusters Score -2677558 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2678559.750000 Penalty: 4991.886230
	Iteration 6F: 3 clusters Score -2678560 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2679652.500000 Penalty: 4991.886230
	Iteration 7F: 3 clusters Score -2679652 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2680679.500000 Penalty: 4991.886230
	Iteration 8F: 3 clusters Score -2680680 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2681572.750000 Penalty: 4991.886230
	Iteration 9F: 3 clusters Score -2681573 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2682268.750000 Penalty: 4991.886230
	Iteration 10Q: 3 clusters Score -2682269 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2682848.000000 Penalty: 4991.886230
	Iteration 11Q: 3 clusters Score -2682848 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2683262.750000 Penalty: 4991.886230
	Iteration 12Q: 3 clusters Score -2683263 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2683549.250000 Penalty: 4991.886230
	Iteration 13Q: 3 clusters Score -2683549 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2683788.250000 Penalty: 4991.886230
	Iteration 14Q: 3 clusters Score -2683788 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2683991.750000 Penalty: 4991.886230
	Iteration 15Q: 3 clusters Score -2683992 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2684130.750000 Penalty: 4991.886230
	Iteration 16Q: 3 clusters Score -2684131 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2684231.000000 Penalty: 4991.886230
	Iteration 17Q: 3 clusters Score -2684231 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2684294.000000 Penalty: 4991.886230
	Iteration 18Q: 3 clusters Score -2684294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2684346.000000 Penalty: 4991.886230
	Iteration 19Q: 3 clusters Score -2684346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2684379.250000 Penalty: 4991.886230
	Iteration 20F: 3 clusters Score -2684379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2684401.500000 Penalty: 4991.886230
	Iteration 21Q: 3 clusters Score -2684402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2684407.500000 Penalty: 4991.886230
	Iteration 22Q: 3 clusters Score -2684408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2684418.500000 Penalty: 4991.886230
	Iteration 23Q: 3 clusters Score -2684418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2684425.500000 Penalty: 4991.886230
	Iteration 24Q: 3 clusters Score -2684426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2684436.000000 Penalty: 4991.886230
	Iteration 25Q: 3 clusters Score -2684436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2684436.000000 Penalty: 4991.886230
	Iteration 26Q: 3 clusters Score -2684436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2684438.000000 Penalty: 4991.886230
	Iteration 27Q: 3 clusters Score -2684438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2684440.500000 Penalty: 4991.886230
	Iteration 28Q: 3 clusters Score -2684440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2684444.750000 Penalty: 4991.886230
	Iteration 29Q: 3 clusters Score -2684445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2684443.250000 Penalty: 4991.886230
	Iteration 30Q: 3 clusters Score -2684443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2684450.250000 Penalty: 4991.886230
	Iteration 31Q: 3 clusters Score -2684450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2684453.000000 Penalty: 4991.886230
	Iteration 32Q: 3 clusters Score -2684453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2684451.250000 Penalty: 4991.886230
	Iteration 33Q: 3 clusters Score -2684451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2684450.250000 Penalty: 4991.886230
	Iteration 34Q: 3 clusters Score -2684450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2684446.000000 Penalty: 4991.886230
	Iteration 35Q: 3 clusters Score -2684446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2684446.500000 Penalty: 4991.886230
	Iteration 36Q: 3 clusters Score -2684446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2684452.500000 Penalty: 4991.886230
	Iteration 37Q: 3 clusters Score -2684452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2684456.250000 Penalty: 4991.886230
	Iteration 38Q: 3 clusters Score -2684456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2684457.000000 Penalty: 4991.886230
	Iteration 39Q: 3 clusters Score -2684457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2684453.000000 Penalty: 4991.886230
	Iteration 40F: 3 clusters Score -2684453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2684455.000000 Penalty: 4991.886230
	Iteration 41Q: 3 clusters Score -2684455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2684453.500000 Penalty: 4991.886230
	Iteration 42Q: 3 clusters Score -2684454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2684455.750000 Penalty: 4991.886230
	Iteration 43Q: 3 clusters Score -2684456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2684455.750000 Penalty: 4991.886230
	Iteration 44F: 3 clusters Score -2684456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -668877.437500 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -668877.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -663766.750000 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -663766.8 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -665120.500000 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -665120.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -665419.812500 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -665419.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -665679.562500 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -665679.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -665873.437500 Penalty: 4307.463379
	Iteration 4F: 3 clusters Score -665873.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -666041.000000 Penalty: 4307.463379
	Iteration 5Q: 3 clusters Score -666041 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -666200.000000 Penalty: 4307.463379
	Iteration 6Q: 3 clusters Score -666200 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -666333.812500 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -666333.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -666457.062500 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -666457.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -666558.000000 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -666558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -666627.312500 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -666627.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -666690.125000 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -666690.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -666738.625000 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -666738.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -666797.312500 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -666797.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -666860.312500 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -666860.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -666909.125000 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -666909.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -666956.437500 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -666956.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -666991.375000 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -666991.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -667024.250000 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -667024.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -667058.500000 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -667058.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -667094.500000 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -667094.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -667119.437500 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -667119.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -667140.687500 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -667140.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -667162.312500 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -667162.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -667183.500000 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -667183.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -667197.375000 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -667197.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -667207.687500 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -667207.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -667218.937500 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -667218.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -667227.625000 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -667227.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -667229.500000 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -667229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -667234.625000 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -667234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -667242.937500 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -667242.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -667251.875000 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -667251.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -667261.062500 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -667261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -667270.312500 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -667270.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -667274.625000 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -667274.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -667278.312500 Penalty: 4307.463379
	Iteration 36Q: 3 clusters Score -667278.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -667286.500000 Penalty: 4307.463379
	Iteration 37Q: 3 clusters Score -667286.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -667291.937500 Penalty: 4307.463379
	Iteration 38Q: 3 clusters Score -667291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -667295.687500 Penalty: 4307.463379
	Iteration 39Q: 3 clusters Score -667295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -667299.750000 Penalty: 4307.463379
	Iteration 40F: 3 clusters Score -667299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -667302.562500 Penalty: 4307.463379
	Iteration 41Q: 3 clusters Score -667302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -667304.875000 Penalty: 4307.463379
	Iteration 42Q: 3 clusters Score -667304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -667306.812500 Penalty: 4307.463379
	Iteration 43Q: 3 clusters Score -667306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -667312.125000 Penalty: 4307.463379
	Iteration 44Q: 3 clusters Score -667312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -667312.562500 Penalty: 4307.463379
	Iteration 45Q: 3 clusters Score -667312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -667315.000000 Penalty: 4307.463379
	Iteration 46Q: 3 clusters Score -667315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -667315.937500 Penalty: 4307.463379
	Iteration 47Q: 3 clusters Score -667315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -667315.937500 Penalty: 4307.463379
	Iteration 48F: 3 clusters Score -667315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30051.152344 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30051.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28803.544922 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28803.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28920.792969 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28920.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28961.482422 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -28961.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28994.023438 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -28994.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29005.349609 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -29005.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29014.291016 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -29014.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29023.537109 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -29023.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29032.074219 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -29032.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29037.552734 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -29037.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29040.669922 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -29040.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29040.669922 Penalty: 2871.820312
	Iteration 10F: 3 clusters Score -29040.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (25858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Entering Unmasked Estep 
Score: -2680166.500000 Penalty: 2519.773193
	Iteration 0F: 2 clusters Score -2680166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2662249.000000 Penalty: 5039.546387
	Iteration 0F: 3 clusters Score -2662249 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2668890.750000 Penalty: 5039.546387
	Iteration 1F: 3 clusters Score -2668891 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2669709.000000 Penalty: 5039.546387
	Iteration 2F: 3 clusters Score -2669709 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2670561.500000 Penalty: 5039.546387
	Iteration 3F: 3 clusters Score -2670562 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2671311.500000 Penalty: 5039.546387
	Iteration 4F: 3 clusters Score -2671312 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2671942.000000 Penalty: 5039.546387
	Iteration 5F: 3 clusters Score -2671942 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2672415.500000 Penalty: 5039.546387
	Iteration 6Q: 3 clusters Score -2672416 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2672748.000000 Penalty: 5039.546387
	Iteration 7Q: 3 clusters Score -2672748 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2673040.000000 Penalty: 5039.546387
	Iteration 8Q: 3 clusters Score -2673040 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2673267.000000 Penalty: 5039.546387
	Iteration 9Q: 3 clusters Score -2673267 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2673488.000000 Penalty: 5039.546387
	Iteration 10Q: 3 clusters Score -2673488 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2673682.750000 Penalty: 5039.546387
	Iteration 11Q: 3 clusters Score -2673683 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2673833.750000 Penalty: 5039.546387
	Iteration 12Q: 3 clusters Score -2673834 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2673998.750000 Penalty: 5039.546387
	Iteration 13Q: 3 clusters Score -2673999 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2674201.500000 Penalty: 5039.546387
	Iteration 14Q: 3 clusters Score -2674202 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2674419.750000 Penalty: 5039.546387
	Iteration 15Q: 3 clusters Score -2674420 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2674633.000000 Penalty: 5039.546387
	Iteration 16Q: 3 clusters Score -2674633 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2674827.500000 Penalty: 5039.546387
	Iteration 17Q: 3 clusters Score -2674828 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2675091.750000 Penalty: 5039.546387
	Iteration 18Q: 3 clusters Score -2675092 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2675349.000000 Penalty: 5039.546387
	Iteration 19Q: 3 clusters Score -2675349 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2675603.500000 Penalty: 5039.546387
	Iteration 20F: 3 clusters Score -2675604 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2675860.500000 Penalty: 5039.546387
	Iteration 21Q: 3 clusters Score -2675860 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2676155.750000 Penalty: 5039.546387
	Iteration 22Q: 3 clusters Score -2676156 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2676473.500000 Penalty: 5039.546387
	Iteration 23Q: 3 clusters Score -2676474 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2676731.750000 Penalty: 5039.546387
	Iteration 24Q: 3 clusters Score -2676732 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2676953.750000 Penalty: 5039.546387
	Iteration 25Q: 3 clusters Score -2676954 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2677147.000000 Penalty: 5039.546387
	Iteration 26Q: 3 clusters Score -2677147 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2677318.250000 Penalty: 5039.546387
	Iteration 27Q: 3 clusters Score -2677318 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2677460.250000 Penalty: 5039.546387
	Iteration 28Q: 3 clusters Score -2677460 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2677607.500000 Penalty: 5039.546387
	Iteration 29Q: 3 clusters Score -2677608 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2677730.750000 Penalty: 5039.546387
	Iteration 30Q: 3 clusters Score -2677731 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2677838.250000 Penalty: 5039.546387
	Iteration 31Q: 3 clusters Score -2677838 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2677910.000000 Penalty: 5039.546387
	Iteration 32Q: 3 clusters Score -2677910 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2677975.250000 Penalty: 5039.546387
	Iteration 33Q: 3 clusters Score -2677975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2678020.000000 Penalty: 5039.546387
	Iteration 34Q: 3 clusters Score -2678020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2678079.250000 Penalty: 5039.546387
	Iteration 35Q: 3 clusters Score -2678079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2678131.750000 Penalty: 5039.546387
	Iteration 36Q: 3 clusters Score -2678132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2678160.250000 Penalty: 5039.546387
	Iteration 37Q: 3 clusters Score -2678160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2678184.750000 Penalty: 5039.546387
	Iteration 38Q: 3 clusters Score -2678185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2678204.750000 Penalty: 5039.546387
	Iteration 39Q: 3 clusters Score -2678205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2678217.500000 Penalty: 5039.546387
	Iteration 40F: 3 clusters Score -2678218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2678231.000000 Penalty: 5039.546387
	Iteration 41Q: 3 clusters Score -2678231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2678246.250000 Penalty: 5039.546387
	Iteration 42Q: 3 clusters Score -2678246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2678259.500000 Penalty: 5039.546387
	Iteration 43Q: 3 clusters Score -2678260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2678269.250000 Penalty: 5039.546387
	Iteration 44Q: 3 clusters Score -2678269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2678275.250000 Penalty: 5039.546387
	Iteration 45Q: 3 clusters Score -2678275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2678283.750000 Penalty: 5039.546387
	Iteration 46Q: 3 clusters Score -2678284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2678285.000000 Penalty: 5039.546387
	Iteration 47Q: 3 clusters Score -2678285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2678291.500000 Penalty: 5039.546387
	Iteration 48Q: 3 clusters Score -2678292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2678295.750000 Penalty: 5039.546387
	Iteration 49Q: 3 clusters Score -2678296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2678295.250000 Penalty: 5039.546387
	Iteration 50Q: 3 clusters Score -2678295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2678299.500000 Penalty: 5039.546387
	Iteration 51Q: 3 clusters Score -2678300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2678304.250000 Penalty: 5039.546387
	Iteration 52Q: 3 clusters Score -2678304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2678301.000000 Penalty: 5039.546387
	Iteration 53Q: 3 clusters Score -2678301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2678303.250000 Penalty: 5039.546387
	Iteration 54Q: 3 clusters Score -2678303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2678299.750000 Penalty: 5039.546387
	Iteration 55Q: 3 clusters Score -2678300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2678301.000000 Penalty: 5039.546387
	Iteration 56Q: 3 clusters Score -2678301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2678301.750000 Penalty: 5039.546387
	Iteration 57Q: 3 clusters Score -2678302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2678306.750000 Penalty: 5039.546387
	Iteration 58Q: 3 clusters Score -2678307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2678304.250000 Penalty: 5039.546387
	Iteration 59Q: 3 clusters Score -2678304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2678305.000000 Penalty: 5039.546387
	Iteration 60F: 3 clusters Score -2678305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2678303.250000 Penalty: 5039.546387
	Iteration 61Q: 3 clusters Score -2678303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2678308.250000 Penalty: 5039.546387
	Iteration 62Q: 3 clusters Score -2678308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2678307.250000 Penalty: 5039.546387
	Iteration 63Q: 3 clusters Score -2678307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2678310.000000 Penalty: 5039.546387
	Iteration 64Q: 3 clusters Score -2678310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2678312.250000 Penalty: 5039.546387
	Iteration 65Q: 3 clusters Score -2678312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2678312.750000 Penalty: 5039.546387
	Iteration 66Q: 3 clusters Score -2678313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2678312.750000 Penalty: 5039.546387
	Iteration 67Q: 3 clusters Score -2678313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2678314.500000 Penalty: 5039.546387
	Iteration 68Q: 3 clusters Score -2678314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2678311.750000 Penalty: 5039.546387
	Iteration 69Q: 3 clusters Score -2678312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2678313.500000 Penalty: 5039.546387
	Iteration 70Q: 3 clusters Score -2678314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2678313.500000 Penalty: 5039.546387
	Iteration 71F: 3 clusters Score -2678314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -388737.781250 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -388737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -384769.437500 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -384769.4 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -386016.531250 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -386016.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -386534.718750 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -386534.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -386990.062500 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -386990.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -387336.187500 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -387336.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -387568.312500 Penalty: 4144.618164
	Iteration 5F: 3 clusters Score -387568.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -387760.343750 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -387760.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -387865.906250 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -387865.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -387935.687500 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -387935.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -387985.125000 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -387985.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -388024.562500 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -388024.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -388053.218750 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -388053.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -388072.812500 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -388072.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -388088.500000 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -388088.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -388100.218750 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -388100.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -388109.156250 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -388109.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -388118.531250 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -388118.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -388128.781250 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -388128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -388136.875000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -388136.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -388143.500000 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -388143.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -388150.218750 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -388150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -388156.906250 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -388156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388161.250000 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -388161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -388164.625000 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -388164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -388166.468750 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -388166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -388168.625000 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -388168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -388171.781250 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -388171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -388176.218750 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -388176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -388179.875000 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -388179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -388186.000000 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -388186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -388188.531250 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -388188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -388191.531250 Penalty: 4144.618164
	Iteration 31Q: 3 clusters Score -388191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -388194.937500 Penalty: 4144.618164
	Iteration 32Q: 3 clusters Score -388194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -388197.000000 Penalty: 4144.618164
	Iteration 33Q: 3 clusters Score -388197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -388197.906250 Penalty: 4144.618164
	Iteration 34Q: 3 clusters Score -388197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -388197.906250 Penalty: 4144.618164
	Iteration 35F: 3 clusters Score -388197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -853504.312500 Penalty: 2240.067139
	Iteration 0F: 2 clusters Score -853504.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -846907.500000 Penalty: 4480.134277
	Iteration 0F: 3 clusters Score -846907.5 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -848885.250000 Penalty: 4480.134277
	Iteration 1F: 3 clusters Score -848885.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -849252.000000 Penalty: 4480.134277
	Iteration 2F: 3 clusters Score -849252 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -849533.750000 Penalty: 4480.134277
	Iteration 3F: 3 clusters Score -849533.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -849791.937500 Penalty: 4480.134277
	Iteration 4F: 3 clusters Score -849791.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -850029.625000 Penalty: 4480.134277
	Iteration 5Q: 3 clusters Score -850029.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -850236.937500 Penalty: 4480.134277
	Iteration 6Q: 3 clusters Score -850236.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -850417.000000 Penalty: 4480.134277
	Iteration 7Q: 3 clusters Score -850417 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -850566.687500 Penalty: 4480.134277
	Iteration 8Q: 3 clusters Score -850566.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -850703.250000 Penalty: 4480.134277
	Iteration 9Q: 3 clusters Score -850703.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -850822.375000 Penalty: 4480.134277
	Iteration 10Q: 3 clusters Score -850822.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -850931.750000 Penalty: 4480.134277
	Iteration 11Q: 3 clusters Score -850931.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -851059.375000 Penalty: 4480.134277
	Iteration 12Q: 3 clusters Score -851059.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -851197.937500 Penalty: 4480.134277
	Iteration 13Q: 3 clusters Score -851197.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -851358.875000 Penalty: 4480.134277
	Iteration 14Q: 3 clusters Score -851358.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -851519.687500 Penalty: 4480.134277
	Iteration 15Q: 3 clusters Score -851519.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -851698.437500 Penalty: 4480.134277
	Iteration 16Q: 3 clusters Score -851698.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -851843.125000 Penalty: 4480.134277
	Iteration 17Q: 3 clusters Score -851843.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -851942.125000 Penalty: 4480.134277
	Iteration 18Q: 3 clusters Score -851942.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -852005.562500 Penalty: 4480.134277
	Iteration 19Q: 3 clusters Score -852005.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -852056.875000 Penalty: 4480.134277
	Iteration 20F: 3 clusters Score -852056.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -852101.875000 Penalty: 4480.134277
	Iteration 21Q: 3 clusters Score -852101.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -852146.750000 Penalty: 4480.134277
	Iteration 22Q: 3 clusters Score -852146.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -852178.062500 Penalty: 4480.134277
	Iteration 23Q: 3 clusters Score -852178.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -852207.750000 Penalty: 4480.134277
	Iteration 24Q: 3 clusters Score -852207.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -852229.937500 Penalty: 4480.134277
	Iteration 25Q: 3 clusters Score -852229.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -852253.125000 Penalty: 4480.134277
	Iteration 26Q: 3 clusters Score -852253.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -852281.000000 Penalty: 4480.134277
	Iteration 27Q: 3 clusters Score -852281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -852301.000000 Penalty: 4480.134277
	Iteration 28Q: 3 clusters Score -852301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -852311.812500 Penalty: 4480.134277
	Iteration 29Q: 3 clusters Score -852311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -852319.437500 Penalty: 4480.134277
	Iteration 30Q: 3 clusters Score -852319.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -852328.000000 Penalty: 4480.134277
	Iteration 31Q: 3 clusters Score -852328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -852330.437500 Penalty: 4480.134277
	Iteration 32Q: 3 clusters Score -852330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -852330.312500 Penalty: 4480.134277
	Iteration 33Q: 3 clusters Score -852330.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -852336.375000 Penalty: 4480.134277
	Iteration 34Q: 3 clusters Score -852336.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -852338.437500 Penalty: 4480.134277
	Iteration 35Q: 3 clusters Score -852338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -852343.062500 Penalty: 4480.134277
	Iteration 36Q: 3 clusters Score -852343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -852342.687500 Penalty: 4480.134277
	Iteration 37Q: 3 clusters Score -852342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -852342.625000 Penalty: 4480.134277
	Iteration 38Q: 3 clusters Score -852342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -852345.000000 Penalty: 4480.134277
	Iteration 39Q: 3 clusters Score -852345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -852345.812500 Penalty: 4480.134277
	Iteration 40F: 3 clusters Score -852345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -852345.750000 Penalty: 4480.134277
	Iteration 41Q: 3 clusters Score -852345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -852344.687500 Penalty: 4480.134277
	Iteration 42Q: 3 clusters Score -852344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -852345.875000 Penalty: 4480.134277
	Iteration 43Q: 3 clusters Score -852345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -852345.562500 Penalty: 4480.134277
	Iteration 44Q: 3 clusters Score -852345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -852344.312500 Penalty: 4480.134277
	Iteration 45Q: 3 clusters Score -852344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -852345.625000 Penalty: 4480.134277
	Iteration 46Q: 3 clusters Score -852345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -852345.625000 Penalty: 4480.134277
	Iteration 47F: 3 clusters Score -852345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (26236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Entering Unmasked Estep 
Score: -2735280.250000 Penalty: 2523.372070
	Iteration 0F: 2 clusters Score -2735280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2717258.000000 Penalty: 5046.744141
	Iteration 0F: 3 clusters Score -2717258 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2723585.500000 Penalty: 5046.744141
	Iteration 1F: 3 clusters Score -2723586 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2724114.250000 Penalty: 5046.744141
	Iteration 2F: 3 clusters Score -2724114 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2724567.750000 Penalty: 5046.744141
	Iteration 3Q: 3 clusters Score -2724568 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2725039.500000 Penalty: 5046.744141
	Iteration 4Q: 3 clusters Score -2725040 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2725573.500000 Penalty: 5046.744141
	Iteration 5Q: 3 clusters Score -2725574 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2726139.500000 Penalty: 5046.744141
	Iteration 6Q: 3 clusters Score -2726140 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2726778.250000 Penalty: 5046.744141
	Iteration 7Q: 3 clusters Score -2726778 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2727432.500000 Penalty: 5046.744141
	Iteration 8Q: 3 clusters Score -2727432 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2728119.250000 Penalty: 5046.744141
	Iteration 9Q: 3 clusters Score -2728119 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2728825.750000 Penalty: 5046.744141
	Iteration 10Q: 3 clusters Score -2728826 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2729515.250000 Penalty: 5046.744141
	Iteration 11Q: 3 clusters Score -2729515 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2730105.250000 Penalty: 5046.744141
	Iteration 12Q: 3 clusters Score -2730105 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2730685.500000 Penalty: 5046.744141
	Iteration 13Q: 3 clusters Score -2730686 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2731174.500000 Penalty: 5046.744141
	Iteration 14Q: 3 clusters Score -2731174 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2731609.000000 Penalty: 5046.744141
	Iteration 15Q: 3 clusters Score -2731609 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2731945.500000 Penalty: 5046.744141
	Iteration 16Q: 3 clusters Score -2731946 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2732188.750000 Penalty: 5046.744141
	Iteration 17Q: 3 clusters Score -2732189 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2732395.750000 Penalty: 5046.744141
	Iteration 18Q: 3 clusters Score -2732396 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2732558.250000 Penalty: 5046.744141
	Iteration 19Q: 3 clusters Score -2732558 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2732717.000000 Penalty: 5046.744141
	Iteration 20F: 3 clusters Score -2732717 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2732823.000000 Penalty: 5046.744141
	Iteration 21Q: 3 clusters Score -2732823 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2732926.250000 Penalty: 5046.744141
	Iteration 22Q: 3 clusters Score -2732926 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2733014.500000 Penalty: 5046.744141
	Iteration 23Q: 3 clusters Score -2733014 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2733079.250000 Penalty: 5046.744141
	Iteration 24Q: 3 clusters Score -2733079 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2733140.000000 Penalty: 5046.744141
	Iteration 25Q: 3 clusters Score -2733140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2733173.750000 Penalty: 5046.744141
	Iteration 26Q: 3 clusters Score -2733174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2733200.250000 Penalty: 5046.744141
	Iteration 27Q: 3 clusters Score -2733200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2733229.000000 Penalty: 5046.744141
	Iteration 28Q: 3 clusters Score -2733229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2733250.000000 Penalty: 5046.744141
	Iteration 29Q: 3 clusters Score -2733250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2733264.000000 Penalty: 5046.744141
	Iteration 30Q: 3 clusters Score -2733264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2733286.000000 Penalty: 5046.744141
	Iteration 31Q: 3 clusters Score -2733286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2733304.750000 Penalty: 5046.744141
	Iteration 32Q: 3 clusters Score -2733305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2733314.750000 Penalty: 5046.744141
	Iteration 33Q: 3 clusters Score -2733315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -2733331.250000 Penalty: 5046.744141
	Iteration 34Q: 3 clusters Score -2733331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -2733343.250000 Penalty: 5046.744141
	Iteration 35Q: 3 clusters Score -2733343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2733360.750000 Penalty: 5046.744141
	Iteration 36Q: 3 clusters Score -2733361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -2733359.000000 Penalty: 5046.744141
	Iteration 37Q: 3 clusters Score -2733359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2733365.750000 Penalty: 5046.744141
	Iteration 38Q: 3 clusters Score -2733366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2733377.750000 Penalty: 5046.744141
	Iteration 39Q: 3 clusters Score -2733378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -2733386.500000 Penalty: 5046.744141
	Iteration 40F: 3 clusters Score -2733386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2733395.000000 Penalty: 5046.744141
	Iteration 41Q: 3 clusters Score -2733395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2733401.250000 Penalty: 5046.744141
	Iteration 42Q: 3 clusters Score -2733401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2733401.750000 Penalty: 5046.744141
	Iteration 43Q: 3 clusters Score -2733402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -2733402.000000 Penalty: 5046.744141
	Iteration 44Q: 3 clusters Score -2733402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -2733400.000000 Penalty: 5046.744141
	Iteration 45Q: 3 clusters Score -2733400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2733400.250000 Penalty: 5046.744141
	Iteration 46Q: 3 clusters Score -2733400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2733404.750000 Penalty: 5046.744141
	Iteration 47Q: 3 clusters Score -2733405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2733405.500000 Penalty: 5046.744141
	Iteration 48Q: 3 clusters Score -2733406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2733402.250000 Penalty: 5046.744141
	Iteration 49Q: 3 clusters Score -2733402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2733409.000000 Penalty: 5046.744141
	Iteration 50Q: 3 clusters Score -2733409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2733411.000000 Penalty: 5046.744141
	Iteration 51Q: 3 clusters Score -2733411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2733412.000000 Penalty: 5046.744141
	Iteration 52Q: 3 clusters Score -2733412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2733410.500000 Penalty: 5046.744141
	Iteration 53Q: 3 clusters Score -2733410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -2733413.250000 Penalty: 5046.744141
	Iteration 54Q: 3 clusters Score -2733413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2733411.750000 Penalty: 5046.744141
	Iteration 55Q: 3 clusters Score -2733412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2733415.500000 Penalty: 5046.744141
	Iteration 56Q: 3 clusters Score -2733416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2733418.250000 Penalty: 5046.744141
	Iteration 57Q: 3 clusters Score -2733418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2733421.750000 Penalty: 5046.744141
	Iteration 58Q: 3 clusters Score -2733422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2733421.250000 Penalty: 5046.744141
	Iteration 59Q: 3 clusters Score -2733421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2733421.250000 Penalty: 5046.744141
	Iteration 60F: 3 clusters Score -2733421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -305473.250000 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -305473.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -302369.687500 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -302369.7 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303086.468750 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -303086.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -303306.656250 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -303306.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -303438.125000 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -303438.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -303520.406250 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -303520.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -303563.781250 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -303563.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303594.000000 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -303594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -303611.781250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -303611.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -303627.500000 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -303627.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -303638.843750 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -303638.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303646.562500 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -303646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303653.937500 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -303653.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303664.562500 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -303664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -303667.812500 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -303667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -303671.687500 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -303671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303675.093750 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -303675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303681.593750 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -303681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -303684.656250 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -303684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303687.000000 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -303687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303689.031250 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -303689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -303690.687500 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -303690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -303694.312500 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -303694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -303700.218750 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -303700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -303703.406250 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -303703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303705.875000 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -303705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -303709.406250 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -303709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -303713.937500 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -303713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -303717.250000 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -303717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303719.718750 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -303719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303719.968750 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -303720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303721.406250 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -303721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -303721.656250 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -303721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -303722.625000 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -303722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -303722.843750 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -303722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -303723.968750 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -303724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -303724.781250 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -303724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303725.468750 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -303725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -303726.531250 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -303726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -303727.187500 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -303727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -303727.187500 Penalty: 3925.650391
	Iteration 39Q: 3 clusters Score -303727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303727.593750 Penalty: 3925.650391
	Iteration 40F: 3 clusters Score -303727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303728.687500 Penalty: 3925.650391
	Iteration 41Q: 3 clusters Score -303728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303729.312500 Penalty: 3925.650391
	Iteration 42Q: 3 clusters Score -303729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303729.906250 Penalty: 3925.650391
	Iteration 43Q: 3 clusters Score -303729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303730.500000 Penalty: 3925.650391
	Iteration 44Q: 3 clusters Score -303730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303730.500000 Penalty: 3925.650391
	Iteration 45F: 3 clusters Score -303730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -796814.312500 Penalty: 2208.247070
	Iteration 0F: 2 clusters Score -796814.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -790835.625000 Penalty: 4416.494141
	Iteration 0F: 3 clusters Score -790835.6 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -792560.375000 Penalty: 4416.494141
	Iteration 1F: 3 clusters Score -792560.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -793081.687500 Penalty: 4416.494141
	Iteration 2F: 3 clusters Score -793081.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -793563.437500 Penalty: 4416.494141
	Iteration 3F: 3 clusters Score -793563.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -794020.812500 Penalty: 4416.494141
	Iteration 4F: 3 clusters Score -794020.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -794467.687500 Penalty: 4416.494141
	Iteration 5F: 3 clusters Score -794467.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -794829.375000 Penalty: 4416.494141
	Iteration 6F: 3 clusters Score -794829.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -795079.625000 Penalty: 4416.494141
	Iteration 7Q: 3 clusters Score -795079.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -795241.375000 Penalty: 4416.494141
	Iteration 8Q: 3 clusters Score -795241.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -795325.625000 Penalty: 4416.494141
	Iteration 9Q: 3 clusters Score -795325.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -795380.812500 Penalty: 4416.494141
	Iteration 10Q: 3 clusters Score -795380.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -795413.250000 Penalty: 4416.494141
	Iteration 11Q: 3 clusters Score -795413.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -795444.812500 Penalty: 4416.494141
	Iteration 12Q: 3 clusters Score -795444.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -795463.687500 Penalty: 4416.494141
	Iteration 13Q: 3 clusters Score -795463.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -795477.875000 Penalty: 4416.494141
	Iteration 14Q: 3 clusters Score -795477.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -795488.500000 Penalty: 4416.494141
	Iteration 15Q: 3 clusters Score -795488.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -795497.000000 Penalty: 4416.494141
	Iteration 16Q: 3 clusters Score -795497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -795505.437500 Penalty: 4416.494141
	Iteration 17Q: 3 clusters Score -795505.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -795514.562500 Penalty: 4416.494141
	Iteration 18Q: 3 clusters Score -795514.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -795518.437500 Penalty: 4416.494141
	Iteration 19Q: 3 clusters Score -795518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -795524.000000 Penalty: 4416.494141
	Iteration 20F: 3 clusters Score -795524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -795527.375000 Penalty: 4416.494141
	Iteration 21Q: 3 clusters Score -795527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -795530.812500 Penalty: 4416.494141
	Iteration 22Q: 3 clusters Score -795530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -795535.187500 Penalty: 4416.494141
	Iteration 23Q: 3 clusters Score -795535.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -795539.375000 Penalty: 4416.494141
	Iteration 24Q: 3 clusters Score -795539.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -795542.125000 Penalty: 4416.494141
	Iteration 25Q: 3 clusters Score -795542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -795545.937500 Penalty: 4416.494141
	Iteration 26Q: 3 clusters Score -795545.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -795549.937500 Penalty: 4416.494141
	Iteration 27Q: 3 clusters Score -795549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -795549.562500 Penalty: 4416.494141
	Iteration 28Q: 3 clusters Score -795549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -795548.750000 Penalty: 4416.494141
	Iteration 29Q: 3 clusters Score -795548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -795550.812500 Penalty: 4416.494141
	Iteration 30Q: 3 clusters Score -795550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -795551.312500 Penalty: 4416.494141
	Iteration 31Q: 3 clusters Score -795551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -795554.062500 Penalty: 4416.494141
	Iteration 32Q: 3 clusters Score -795554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -795558.875000 Penalty: 4416.494141
	Iteration 33Q: 3 clusters Score -795558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -795562.125000 Penalty: 4416.494141
	Iteration 34Q: 3 clusters Score -795562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -795563.687500 Penalty: 4416.494141
	Iteration 35Q: 3 clusters Score -795563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -795564.000000 Penalty: 4416.494141
	Iteration 36Q: 3 clusters Score -795564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -795565.187500 Penalty: 4416.494141
	Iteration 37Q: 3 clusters Score -795565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -795565.187500 Penalty: 4416.494141
	Iteration 38F: 3 clusters Score -795565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -781162.125000 Penalty: 2212.587646
	Iteration 0F: 2 clusters Score -781162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -775085.687500 Penalty: 4425.175293
	Iteration 0F: 3 clusters Score -775085.7 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -776886.375000 Penalty: 4425.175293
	Iteration 1F: 3 clusters Score -776886.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -777401.937500 Penalty: 4425.175293
	Iteration 2F: 3 clusters Score -777401.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -777908.125000 Penalty: 4425.175293
	Iteration 3F: 3 clusters Score -777908.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -778492.875000 Penalty: 4425.175293
	Iteration 4F: 3 clusters Score -778492.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -779204.375000 Penalty: 4425.175293
	Iteration 5F: 3 clusters Score -779204.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -779869.125000 Penalty: 4425.175293
	Iteration 6F: 3 clusters Score -779869.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -780304.562500 Penalty: 4425.175293
	Iteration 7F: 3 clusters Score -780304.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -780566.062500 Penalty: 4425.175293
	Iteration 8Q: 3 clusters Score -780566.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -780732.125000 Penalty: 4425.175293
	Iteration 9Q: 3 clusters Score -780732.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -780860.437500 Penalty: 4425.175293
	Iteration 10Q: 3 clusters Score -780860.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -780968.312500 Penalty: 4425.175293
	Iteration 11Q: 3 clusters Score -780968.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -781084.312500 Penalty: 4425.175293
	Iteration 12Q: 3 clusters Score -781084.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -781192.500000 Penalty: 4425.175293
	Iteration 13Q: 3 clusters Score -781192.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -781299.312500 Penalty: 4425.175293
	Iteration 14Q: 3 clusters Score -781299.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -781372.625000 Penalty: 4425.175293
	Iteration 15Q: 3 clusters Score -781372.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -781447.625000 Penalty: 4425.175293
	Iteration 16Q: 3 clusters Score -781447.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -781505.812500 Penalty: 4425.175293
	Iteration 17Q: 3 clusters Score -781505.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -781546.875000 Penalty: 4425.175293
	Iteration 18Q: 3 clusters Score -781546.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -781580.562500 Penalty: 4425.175293
	Iteration 19Q: 3 clusters Score -781580.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -781609.187500 Penalty: 4425.175293
	Iteration 20F: 3 clusters Score -781609.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -781631.937500 Penalty: 4425.175293
	Iteration 21Q: 3 clusters Score -781631.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -781646.250000 Penalty: 4425.175293
	Iteration 22Q: 3 clusters Score -781646.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -781658.062500 Penalty: 4425.175293
	Iteration 23Q: 3 clusters Score -781658.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -781664.375000 Penalty: 4425.175293
	Iteration 24Q: 3 clusters Score -781664.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -781672.875000 Penalty: 4425.175293
	Iteration 25Q: 3 clusters Score -781672.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -781676.875000 Penalty: 4425.175293
	Iteration 26Q: 3 clusters Score -781676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -781683.062500 Penalty: 4425.175293
	Iteration 27Q: 3 clusters Score -781683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -781688.500000 Penalty: 4425.175293
	Iteration 28Q: 3 clusters Score -781688.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -781690.500000 Penalty: 4425.175293
	Iteration 29Q: 3 clusters Score -781690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -781692.687500 Penalty: 4425.175293
	Iteration 30Q: 3 clusters Score -781692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -781691.750000 Penalty: 4425.175293
	Iteration 31Q: 3 clusters Score -781691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -781692.375000 Penalty: 4425.175293
	Iteration 32Q: 3 clusters Score -781692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -781692.375000 Penalty: 4425.175293
	Iteration 33F: 3 clusters Score -781692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 2883 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 1581 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 4464 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 5462 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Mstep: Class 95 contains 4392 members 
Mstep: Class 96 contains 9133 members 
Mstep: Class 97 contains 5849 members 
Mstep: Class 98 contains 2057 members 
Mstep: Class 99 contains 2546 members 
Mstep: Class 100 contains 2109 members 
Mstep: Class 101 contains 4882 members 
Mstep: Class 102 contains 1483 members 
Mstep: Class 103 contains 2133 members 
Mstep: Class 104 contains 5288 members 
Mstep: Class 105 contains 6848 members 
Mstep: Class 106 contains 2031 members 
Entering Unmasked Estep 
Score: -212262688.000000 Penalty: 380867.500000
Splitting cluster 88 changes total score from -212262896.000000 to -212262688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 89 (8375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Entering Unmasked Estep 
Score: -865652.375000 Penalty: 2240.185547
	Iteration 0F: 2 clusters Score -865652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -858981.937500 Penalty: 4480.371094
	Iteration 0F: 3 clusters Score -858981.9 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -861105.875000 Penalty: 4480.371094
	Iteration 1F: 3 clusters Score -861105.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -861644.562500 Penalty: 4480.371094
	Iteration 2F: 3 clusters Score -861644.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -862000.312500 Penalty: 4480.371094
	Iteration 3F: 3 clusters Score -862000.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -862279.875000 Penalty: 4480.371094
	Iteration 4F: 3 clusters Score -862279.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -862482.250000 Penalty: 4480.371094
	Iteration 5Q: 3 clusters Score -862482.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -862630.687500 Penalty: 4480.371094
	Iteration 6Q: 3 clusters Score -862630.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -862766.875000 Penalty: 4480.371094
	Iteration 7Q: 3 clusters Score -862766.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -862868.312500 Penalty: 4480.371094
	Iteration 8Q: 3 clusters Score -862868.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -862937.000000 Penalty: 4480.371094
	Iteration 9Q: 3 clusters Score -862937 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -862981.875000 Penalty: 4480.371094
	Iteration 10Q: 3 clusters Score -862981.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -863014.062500 Penalty: 4480.371094
	Iteration 11Q: 3 clusters Score -863014.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -863042.562500 Penalty: 4480.371094
	Iteration 12Q: 3 clusters Score -863042.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -863072.687500 Penalty: 4480.371094
	Iteration 13Q: 3 clusters Score -863072.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -863088.000000 Penalty: 4480.371094
	Iteration 14Q: 3 clusters Score -863088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -863102.312500 Penalty: 4480.371094
	Iteration 15Q: 3 clusters Score -863102.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -863109.875000 Penalty: 4480.371094
	Iteration 16Q: 3 clusters Score -863109.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -863118.750000 Penalty: 4480.371094
	Iteration 17Q: 3 clusters Score -863118.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -863124.312500 Penalty: 4480.371094
	Iteration 18Q: 3 clusters Score -863124.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -863131.687500 Penalty: 4480.371094
	Iteration 19Q: 3 clusters Score -863131.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -863139.250000 Penalty: 4480.371094
	Iteration 20F: 3 clusters Score -863139.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -863144.562500 Penalty: 4480.371094
	Iteration 21Q: 3 clusters Score -863144.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -863152.125000 Penalty: 4480.371094
	Iteration 22Q: 3 clusters Score -863152.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -863156.375000 Penalty: 4480.371094
	Iteration 23Q: 3 clusters Score -863156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -863159.500000 Penalty: 4480.371094
	Iteration 24Q: 3 clusters Score -863159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -863162.250000 Penalty: 4480.371094
	Iteration 25Q: 3 clusters Score -863162.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -863166.312500 Penalty: 4480.371094
	Iteration 26Q: 3 clusters Score -863166.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -863171.875000 Penalty: 4480.371094
	Iteration 27Q: 3 clusters Score -863171.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -863175.125000 Penalty: 4480.371094
	Iteration 28Q: 3 clusters Score -863175.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -863179.500000 Penalty: 4480.371094
	Iteration 29Q: 3 clusters Score -863179.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -863185.250000 Penalty: 4480.371094
	Iteration 30Q: 3 clusters Score -863185.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -863187.875000 Penalty: 4480.371094
	Iteration 31Q: 3 clusters Score -863187.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -863188.250000 Penalty: 4480.371094
	Iteration 32Q: 3 clusters Score -863188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -863191.125000 Penalty: 4480.371094
	Iteration 33Q: 3 clusters Score -863191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -863193.875000 Penalty: 4480.371094
	Iteration 34Q: 3 clusters Score -863193.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -863196.937500 Penalty: 4480.371094
	Iteration 35Q: 3 clusters Score -863196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -863199.312500 Penalty: 4480.371094
	Iteration 36Q: 3 clusters Score -863199.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -863200.687500 Penalty: 4480.371094
	Iteration 37Q: 3 clusters Score -863200.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -863206.937500 Penalty: 4480.371094
	Iteration 38Q: 3 clusters Score -863206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -863209.812500 Penalty: 4480.371094
	Iteration 39Q: 3 clusters Score -863209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -863214.875000 Penalty: 4480.371094
	Iteration 40F: 3 clusters Score -863214.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -863216.187500 Penalty: 4480.371094
	Iteration 41Q: 3 clusters Score -863216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -863220.000000 Penalty: 4480.371094
	Iteration 42Q: 3 clusters Score -863220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -863223.625000 Penalty: 4480.371094
	Iteration 43Q: 3 clusters Score -863223.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -863227.500000 Penalty: 4480.371094
	Iteration 44Q: 3 clusters Score -863227.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -863231.812500 Penalty: 4480.371094
	Iteration 45Q: 3 clusters Score -863231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -863236.375000 Penalty: 4480.371094
	Iteration 46Q: 3 clusters Score -863236.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -863239.562500 Penalty: 4480.371094
	Iteration 47Q: 3 clusters Score -863239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -863243.250000 Penalty: 4480.371094
	Iteration 48Q: 3 clusters Score -863243.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -863243.875000 Penalty: 4480.371094
	Iteration 49Q: 3 clusters Score -863243.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -863251.812500 Penalty: 4480.371094
	Iteration 50Q: 3 clusters Score -863251.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -863254.562500 Penalty: 4480.371094
	Iteration 51Q: 3 clusters Score -863254.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -863259.750000 Penalty: 4480.371094
	Iteration 52Q: 3 clusters Score -863259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -863265.687500 Penalty: 4480.371094
	Iteration 53Q: 3 clusters Score -863265.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -863273.000000 Penalty: 4480.371094
	Iteration 54Q: 3 clusters Score -863273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -863278.937500 Penalty: 4480.371094
	Iteration 55Q: 3 clusters Score -863278.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -863285.187500 Penalty: 4480.371094
	Iteration 56Q: 3 clusters Score -863285.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -863286.750000 Penalty: 4480.371094
	Iteration 57Q: 3 clusters Score -863286.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -863291.312500 Penalty: 4480.371094
	Iteration 58Q: 3 clusters Score -863291.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -863298.937500 Penalty: 4480.371094
	Iteration 59Q: 3 clusters Score -863298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -863303.562500 Penalty: 4480.371094
	Iteration 60F: 3 clusters Score -863303.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -863305.062500 Penalty: 4480.371094
	Iteration 61Q: 3 clusters Score -863305.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -863310.375000 Penalty: 4480.371094
	Iteration 62Q: 3 clusters Score -863310.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -863316.062500 Penalty: 4480.371094
	Iteration 63Q: 3 clusters Score -863316.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -863316.937500 Penalty: 4480.371094
	Iteration 64Q: 3 clusters Score -863316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -863318.187500 Penalty: 4480.371094
	Iteration 65Q: 3 clusters Score -863318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -863317.562500 Penalty: 4480.371094
	Iteration 66Q: 3 clusters Score -863317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -863320.062500 Penalty: 4480.371094
	Iteration 67Q: 3 clusters Score -863320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -863321.250000 Penalty: 4480.371094
	Iteration 68Q: 3 clusters Score -863321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -863323.562500 Penalty: 4480.371094
	Iteration 69Q: 3 clusters Score -863323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -863323.625000 Penalty: 4480.371094
	Iteration 70Q: 3 clusters Score -863323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -863324.812500 Penalty: 4480.371094
	Iteration 71Q: 3 clusters Score -863324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -863326.375000 Penalty: 4480.371094
	Iteration 72Q: 3 clusters Score -863326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -863326.562500 Penalty: 4480.371094
	Iteration 73Q: 3 clusters Score -863326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -863330.250000 Penalty: 4480.371094
	Iteration 74Q: 3 clusters Score -863330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -863334.187500 Penalty: 4480.371094
	Iteration 75Q: 3 clusters Score -863334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -863331.437500 Penalty: 4480.371094
	Iteration 76Q: 3 clusters Score -863331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -863335.875000 Penalty: 4480.371094
	Iteration 77Q: 3 clusters Score -863335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -863337.125000 Penalty: 4480.371094
	Iteration 78Q: 3 clusters Score -863337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -863337.875000 Penalty: 4480.371094
	Iteration 79Q: 3 clusters Score -863337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -863340.562500 Penalty: 4480.371094
	Iteration 80F: 3 clusters Score -863340.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -863344.000000 Penalty: 4480.371094
	Iteration 81Q: 3 clusters Score -863344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -863345.562500 Penalty: 4480.371094
	Iteration 82Q: 3 clusters Score -863345.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -863346.625000 Penalty: 4480.371094
	Iteration 83Q: 3 clusters Score -863346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -863347.937500 Penalty: 4480.371094
	Iteration 84Q: 3 clusters Score -863347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -863347.062500 Penalty: 4480.371094
	Iteration 85Q: 3 clusters Score -863347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -863349.187500 Penalty: 4480.371094
	Iteration 86Q: 3 clusters Score -863349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -863349.062500 Penalty: 4480.371094
	Iteration 87Q: 3 clusters Score -863349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -863350.312500 Penalty: 4480.371094
	Iteration 88Q: 3 clusters Score -863350.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -863352.062500 Penalty: 4480.371094
	Iteration 89Q: 3 clusters Score -863352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -863353.125000 Penalty: 4480.371094
	Iteration 90Q: 3 clusters Score -863353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -863352.625000 Penalty: 4480.371094
	Iteration 91Q: 3 clusters Score -863352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -863352.250000 Penalty: 4480.371094
	Iteration 92Q: 3 clusters Score -863352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -863355.437500 Penalty: 4480.371094
	Iteration 93Q: 3 clusters Score -863355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -863356.750000 Penalty: 4480.371094
	Iteration 94Q: 3 clusters Score -863356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -863355.625000 Penalty: 4480.371094
	Iteration 95Q: 3 clusters Score -863355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -863357.125000 Penalty: 4480.371094
	Iteration 96Q: 3 clusters Score -863357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -863356.687500 Penalty: 4480.371094
	Iteration 97Q: 3 clusters Score -863356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -863358.125000 Penalty: 4480.371094
	Iteration 98Q: 3 clusters Score -863358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -863358.062500 Penalty: 4480.371094
	Iteration 99Q: 3 clusters Score -863358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -863357.687500 Penalty: 4480.371094
	Iteration 100F: 3 clusters Score -863357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -474790.750000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -474790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -470425.250000 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -470425.2 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -471515.875000 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -471515.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471831.531250 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -471831.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -472092.875000 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -472092.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -472296.343750 Penalty: 4199.608398
	Iteration 4F: 3 clusters Score -472296.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -472469.125000 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -472469.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -472614.593750 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -472614.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -472719.187500 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -472719.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -472792.375000 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -472792.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -472840.437500 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -472840.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -472880.312500 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -472880.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -472909.312500 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -472909.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -472945.375000 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -472945.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -472987.281250 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -472987.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -473027.187500 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -473027.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -473059.156250 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -473059.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -473096.468750 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -473096.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -473132.812500 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -473132.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -473157.531250 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -473157.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -473176.437500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -473176.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -473193.593750 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -473193.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -473209.000000 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -473209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -473221.718750 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -473221.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -473228.312500 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -473228.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -473239.562500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -473239.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -473254.531250 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -473254.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -473268.125000 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -473268.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -473284.437500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -473284.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -473295.968750 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -473296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -473312.593750 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -473312.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -473329.937500 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -473329.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -473348.406250 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -473348.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -473363.031250 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -473363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -473373.937500 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -473373.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -473385.218750 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -473385.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -473400.125000 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -473400.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -473416.343750 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -473416.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -473432.468750 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -473432.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -473447.500000 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -473447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -473456.062500 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -473456.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -473463.812500 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -473463.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -473470.875000 Penalty: 4199.608398
	Iteration 41Q: 3 clusters Score -473470.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -473475.843750 Penalty: 4199.608398
	Iteration 42Q: 3 clusters Score -473475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -473479.437500 Penalty: 4199.608398
	Iteration 43Q: 3 clusters Score -473479.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473487.187500 Penalty: 4199.608398
	Iteration 44Q: 3 clusters Score -473487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -473489.750000 Penalty: 4199.608398
	Iteration 45Q: 3 clusters Score -473489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -473493.625000 Penalty: 4199.608398
	Iteration 46Q: 3 clusters Score -473493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473500.843750 Penalty: 4199.608398
	Iteration 47Q: 3 clusters Score -473500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -473504.812500 Penalty: 4199.608398
	Iteration 48Q: 3 clusters Score -473504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -473510.593750 Penalty: 4199.608398
	Iteration 49Q: 3 clusters Score -473510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473515.375000 Penalty: 4199.608398
	Iteration 50Q: 3 clusters Score -473515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -473521.281250 Penalty: 4199.608398
	Iteration 51Q: 3 clusters Score -473521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473526.500000 Penalty: 4199.608398
	Iteration 52Q: 3 clusters Score -473526.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -473530.062500 Penalty: 4199.608398
	Iteration 53Q: 3 clusters Score -473530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -473532.625000 Penalty: 4199.608398
	Iteration 54Q: 3 clusters Score -473532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -473535.468750 Penalty: 4199.608398
	Iteration 55Q: 3 clusters Score -473535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -473539.281250 Penalty: 4199.608398
	Iteration 56Q: 3 clusters Score -473539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -473541.875000 Penalty: 4199.608398
	Iteration 57Q: 3 clusters Score -473541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -473545.656250 Penalty: 4199.608398
	Iteration 58Q: 3 clusters Score -473545.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -473550.562500 Penalty: 4199.608398
	Iteration 59Q: 3 clusters Score -473550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -473549.187500 Penalty: 4199.608398
	Iteration 60F: 3 clusters Score -473549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -473551.406250 Penalty: 4199.608398
	Iteration 61Q: 3 clusters Score -473551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -473551.531250 Penalty: 4199.608398
	Iteration 62Q: 3 clusters Score -473551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -473551.906250 Penalty: 4199.608398
	Iteration 63Q: 3 clusters Score -473551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -473552.593750 Penalty: 4199.608398
	Iteration 64Q: 3 clusters Score -473552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -473553.968750 Penalty: 4199.608398
	Iteration 65Q: 3 clusters Score -473554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -473555.437500 Penalty: 4199.608398
	Iteration 66Q: 3 clusters Score -473555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -473557.187500 Penalty: 4199.608398
	Iteration 67Q: 3 clusters Score -473557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -473559.531250 Penalty: 4199.608398
	Iteration 68Q: 3 clusters Score -473559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -473561.250000 Penalty: 4199.608398
	Iteration 69Q: 3 clusters Score -473561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -473563.250000 Penalty: 4199.608398
	Iteration 70Q: 3 clusters Score -473563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -473564.687500 Penalty: 4199.608398
	Iteration 71Q: 3 clusters Score -473564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -473564.937500 Penalty: 4199.608398
	Iteration 72Q: 3 clusters Score -473564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -473564.531250 Penalty: 4199.608398
	Iteration 73Q: 3 clusters Score -473564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -473564.531250 Penalty: 4199.608398
	Iteration 74F: 3 clusters Score -473564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (7306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Entering Unmasked Estep 
Score: -731101.687500 Penalty: 2206.319824
	Iteration 0F: 2 clusters Score -731101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -725183.750000 Penalty: 4412.639648
	Iteration 0F: 3 clusters Score -725183.8 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -727000.812500 Penalty: 4412.639648
	Iteration 1F: 3 clusters Score -727000.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -727403.312500 Penalty: 4412.639648
	Iteration 2F: 3 clusters Score -727403.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -727676.687500 Penalty: 4412.639648
	Iteration 3F: 3 clusters Score -727676.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -727879.500000 Penalty: 4412.639648
	Iteration 4Q: 3 clusters Score -727879.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -728041.687500 Penalty: 4412.639648
	Iteration 5Q: 3 clusters Score -728041.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -728209.000000 Penalty: 4412.639648
	Iteration 6Q: 3 clusters Score -728209 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -728364.812500 Penalty: 4412.639648
	Iteration 7Q: 3 clusters Score -728364.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -728510.187500 Penalty: 4412.639648
	Iteration 8Q: 3 clusters Score -728510.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -728635.687500 Penalty: 4412.639648
	Iteration 9Q: 3 clusters Score -728635.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -728728.312500 Penalty: 4412.639648
	Iteration 10Q: 3 clusters Score -728728.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -728806.500000 Penalty: 4412.639648
	Iteration 11Q: 3 clusters Score -728806.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -728887.312500 Penalty: 4412.639648
	Iteration 12Q: 3 clusters Score -728887.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -728958.937500 Penalty: 4412.639648
	Iteration 13Q: 3 clusters Score -728958.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -729033.812500 Penalty: 4412.639648
	Iteration 14Q: 3 clusters Score -729033.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -729110.000000 Penalty: 4412.639648
	Iteration 15Q: 3 clusters Score -729110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -729176.125000 Penalty: 4412.639648
	Iteration 16Q: 3 clusters Score -729176.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -729230.687500 Penalty: 4412.639648
	Iteration 17Q: 3 clusters Score -729230.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -729267.125000 Penalty: 4412.639648
	Iteration 18Q: 3 clusters Score -729267.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -729306.375000 Penalty: 4412.639648
	Iteration 19Q: 3 clusters Score -729306.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -729350.250000 Penalty: 4412.639648
	Iteration 20F: 3 clusters Score -729350.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -729375.812500 Penalty: 4412.639648
	Iteration 21Q: 3 clusters Score -729375.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -729412.125000 Penalty: 4412.639648
	Iteration 22Q: 3 clusters Score -729412.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -729456.375000 Penalty: 4412.639648
	Iteration 23Q: 3 clusters Score -729456.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -729484.375000 Penalty: 4412.639648
	Iteration 24Q: 3 clusters Score -729484.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -729505.062500 Penalty: 4412.639648
	Iteration 25Q: 3 clusters Score -729505.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -729523.375000 Penalty: 4412.639648
	Iteration 26Q: 3 clusters Score -729523.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -729536.187500 Penalty: 4412.639648
	Iteration 27Q: 3 clusters Score -729536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -729542.000000 Penalty: 4412.639648
	Iteration 28Q: 3 clusters Score -729542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -729545.250000 Penalty: 4412.639648
	Iteration 29Q: 3 clusters Score -729545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -729550.125000 Penalty: 4412.639648
	Iteration 30Q: 3 clusters Score -729550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -729554.500000 Penalty: 4412.639648
	Iteration 31Q: 3 clusters Score -729554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -729555.562500 Penalty: 4412.639648
	Iteration 32Q: 3 clusters Score -729555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -729556.125000 Penalty: 4412.639648
	Iteration 33Q: 3 clusters Score -729556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -729557.250000 Penalty: 4412.639648
	Iteration 34Q: 3 clusters Score -729557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -729557.125000 Penalty: 4412.639648
	Iteration 35Q: 3 clusters Score -729557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -729559.062500 Penalty: 4412.639648
	Iteration 36Q: 3 clusters Score -729559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -729560.187500 Penalty: 4412.639648
	Iteration 37Q: 3 clusters Score -729560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -729561.750000 Penalty: 4412.639648
	Iteration 38Q: 3 clusters Score -729561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -729562.375000 Penalty: 4412.639648
	Iteration 39Q: 3 clusters Score -729562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -729562.687500 Penalty: 4412.639648
	Iteration 40F: 3 clusters Score -729562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -729561.625000 Penalty: 4412.639648
	Iteration 41Q: 3 clusters Score -729561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -729563.812500 Penalty: 4412.639648
	Iteration 42Q: 3 clusters Score -729563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -729563.812500 Penalty: 4412.639648
	Iteration 43F: 3 clusters Score -729563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -384315.625000 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -384315.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -380540.843750 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -380540.8 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -381469.687500 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -381469.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -381803.500000 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -381803.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -382130.531250 Penalty: 4088.929199
	Iteration 3F: 3 clusters Score -382130.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -382428.375000 Penalty: 4088.929199
	Iteration 4F: 3 clusters Score -382428.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -382670.968750 Penalty: 4088.929199
	Iteration 5F: 3 clusters Score -382671 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -382864.468750 Penalty: 4088.929199
	Iteration 6F: 3 clusters Score -382864.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -383035.281250 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -383035.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -383146.187500 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -383146.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -383243.187500 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -383243.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -383338.218750 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -383338.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -383432.031250 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -383432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -383515.093750 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -383515.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383582.718750 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -383582.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -383618.343750 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -383618.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -383651.281250 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -383651.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -383677.218750 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -383677.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -383702.843750 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -383702.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -383731.437500 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -383731.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -383751.187500 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -383751.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -383770.406250 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -383770.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -383793.468750 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -383793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -383807.281250 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -383807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -383822.656250 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -383822.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -383833.156250 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -383833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -383842.687500 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -383842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -383851.656250 Penalty: 4088.929199
	Iteration 26Q: 3 clusters Score -383851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -383864.187500 Penalty: 4088.929199
	Iteration 27Q: 3 clusters Score -383864.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -383874.906250 Penalty: 4088.929199
	Iteration 28Q: 3 clusters Score -383874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -383885.781250 Penalty: 4088.929199
	Iteration 29Q: 3 clusters Score -383885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -383897.843750 Penalty: 4088.929199
	Iteration 30Q: 3 clusters Score -383897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -383908.625000 Penalty: 4088.929199
	Iteration 31Q: 3 clusters Score -383908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -383917.937500 Penalty: 4088.929199
	Iteration 32Q: 3 clusters Score -383917.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -383925.718750 Penalty: 4088.929199
	Iteration 33Q: 3 clusters Score -383925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -383933.125000 Penalty: 4088.929199
	Iteration 34Q: 3 clusters Score -383933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -383938.906250 Penalty: 4088.929199
	Iteration 35Q: 3 clusters Score -383938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -383940.593750 Penalty: 4088.929199
	Iteration 36Q: 3 clusters Score -383940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -383944.375000 Penalty: 4088.929199
	Iteration 37Q: 3 clusters Score -383944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -383946.687500 Penalty: 4088.929199
	Iteration 38Q: 3 clusters Score -383946.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -383948.718750 Penalty: 4088.929199
	Iteration 39Q: 3 clusters Score -383948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -383950.750000 Penalty: 4088.929199
	Iteration 40F: 3 clusters Score -383950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -383954.875000 Penalty: 4088.929199
	Iteration 41Q: 3 clusters Score -383954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -383958.718750 Penalty: 4088.929199
	Iteration 42Q: 3 clusters Score -383958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -383959.843750 Penalty: 4088.929199
	Iteration 43Q: 3 clusters Score -383959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -383959.656250 Penalty: 4088.929199
	Iteration 44Q: 3 clusters Score -383959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -383959.656250 Penalty: 4088.929199
	Iteration 45F: 3 clusters Score -383959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -703180.687500 Penalty: 2220.727051
	Iteration 0F: 2 clusters Score -703180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -696958.375000 Penalty: 4441.454102
	Iteration 0F: 3 clusters Score -696958.4 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -698748.562500 Penalty: 4441.454102
	Iteration 1F: 3 clusters Score -698748.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -699189.562500 Penalty: 4441.454102
	Iteration 2F: 3 clusters Score -699189.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -699541.187500 Penalty: 4441.454102
	Iteration 3F: 3 clusters Score -699541.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -699824.812500 Penalty: 4441.454102
	Iteration 4F: 3 clusters Score -699824.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -700058.000000 Penalty: 4441.454102
	Iteration 5Q: 3 clusters Score -700058 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -700244.437500 Penalty: 4441.454102
	Iteration 6Q: 3 clusters Score -700244.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -700377.625000 Penalty: 4441.454102
	Iteration 7Q: 3 clusters Score -700377.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -700494.187500 Penalty: 4441.454102
	Iteration 8Q: 3 clusters Score -700494.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -700585.812500 Penalty: 4441.454102
	Iteration 9Q: 3 clusters Score -700585.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -700667.375000 Penalty: 4441.454102
	Iteration 10Q: 3 clusters Score -700667.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -700738.562500 Penalty: 4441.454102
	Iteration 11Q: 3 clusters Score -700738.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -700796.000000 Penalty: 4441.454102
	Iteration 12Q: 3 clusters Score -700796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -700852.312500 Penalty: 4441.454102
	Iteration 13Q: 3 clusters Score -700852.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -700899.625000 Penalty: 4441.454102
	Iteration 14Q: 3 clusters Score -700899.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -700957.750000 Penalty: 4441.454102
	Iteration 15Q: 3 clusters Score -700957.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -701011.875000 Penalty: 4441.454102
	Iteration 16Q: 3 clusters Score -701011.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -701068.062500 Penalty: 4441.454102
	Iteration 17Q: 3 clusters Score -701068.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -701127.500000 Penalty: 4441.454102
	Iteration 18Q: 3 clusters Score -701127.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -701171.500000 Penalty: 4441.454102
	Iteration 19Q: 3 clusters Score -701171.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -701212.187500 Penalty: 4441.454102
	Iteration 20F: 3 clusters Score -701212.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -701247.875000 Penalty: 4441.454102
	Iteration 21Q: 3 clusters Score -701247.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -701283.687500 Penalty: 4441.454102
	Iteration 22Q: 3 clusters Score -701283.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -701313.687500 Penalty: 4441.454102
	Iteration 23Q: 3 clusters Score -701313.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -701341.687500 Penalty: 4441.454102
	Iteration 24Q: 3 clusters Score -701341.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -701363.250000 Penalty: 4441.454102
	Iteration 25Q: 3 clusters Score -701363.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -701386.187500 Penalty: 4441.454102
	Iteration 26Q: 3 clusters Score -701386.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -701402.062500 Penalty: 4441.454102
	Iteration 27Q: 3 clusters Score -701402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -701412.562500 Penalty: 4441.454102
	Iteration 28Q: 3 clusters Score -701412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -701417.187500 Penalty: 4441.454102
	Iteration 29Q: 3 clusters Score -701417.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -701427.437500 Penalty: 4441.454102
	Iteration 30Q: 3 clusters Score -701427.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -701437.250000 Penalty: 4441.454102
	Iteration 31Q: 3 clusters Score -701437.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -701444.375000 Penalty: 4441.454102
	Iteration 32Q: 3 clusters Score -701444.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -701460.000000 Penalty: 4441.454102
	Iteration 33Q: 3 clusters Score -701460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -701471.562500 Penalty: 4441.454102
	Iteration 34Q: 3 clusters Score -701471.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -701483.562500 Penalty: 4441.454102
	Iteration 35Q: 3 clusters Score -701483.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -701500.312500 Penalty: 4441.454102
	Iteration 36Q: 3 clusters Score -701500.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -701514.062500 Penalty: 4441.454102
	Iteration 37Q: 3 clusters Score -701514.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -701528.625000 Penalty: 4441.454102
	Iteration 38Q: 3 clusters Score -701528.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -701539.500000 Penalty: 4441.454102
	Iteration 39Q: 3 clusters Score -701539.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -701549.750000 Penalty: 4441.454102
	Iteration 40F: 3 clusters Score -701549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -701559.062500 Penalty: 4441.454102
	Iteration 41Q: 3 clusters Score -701559.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -701570.500000 Penalty: 4441.454102
	Iteration 42Q: 3 clusters Score -701570.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -701581.312500 Penalty: 4441.454102
	Iteration 43Q: 3 clusters Score -701581.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -701588.375000 Penalty: 4441.454102
	Iteration 44Q: 3 clusters Score -701588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -701593.062500 Penalty: 4441.454102
	Iteration 45Q: 3 clusters Score -701593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -701598.812500 Penalty: 4441.454102
	Iteration 46Q: 3 clusters Score -701598.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -701606.500000 Penalty: 4441.454102
	Iteration 47Q: 3 clusters Score -701606.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -701613.625000 Penalty: 4441.454102
	Iteration 48Q: 3 clusters Score -701613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -701620.000000 Penalty: 4441.454102
	Iteration 49Q: 3 clusters Score -701620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -701633.687500 Penalty: 4441.454102
	Iteration 50Q: 3 clusters Score -701633.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -701645.937500 Penalty: 4441.454102
	Iteration 51Q: 3 clusters Score -701645.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -701660.062500 Penalty: 4441.454102
	Iteration 52Q: 3 clusters Score -701660.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -701672.250000 Penalty: 4441.454102
	Iteration 53Q: 3 clusters Score -701672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -701678.187500 Penalty: 4441.454102
	Iteration 54Q: 3 clusters Score -701678.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -701684.250000 Penalty: 4441.454102
	Iteration 55Q: 3 clusters Score -701684.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -701693.375000 Penalty: 4441.454102
	Iteration 56Q: 3 clusters Score -701693.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -701704.812500 Penalty: 4441.454102
	Iteration 57Q: 3 clusters Score -701704.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -701718.125000 Penalty: 4441.454102
	Iteration 58Q: 3 clusters Score -701718.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -701731.437500 Penalty: 4441.454102
	Iteration 59Q: 3 clusters Score -701731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -701737.375000 Penalty: 4441.454102
	Iteration 60F: 3 clusters Score -701737.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -701742.687500 Penalty: 4441.454102
	Iteration 61Q: 3 clusters Score -701742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -701746.687500 Penalty: 4441.454102
	Iteration 62Q: 3 clusters Score -701746.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -701754.812500 Penalty: 4441.454102
	Iteration 63Q: 3 clusters Score -701754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -701761.312500 Penalty: 4441.454102
	Iteration 64Q: 3 clusters Score -701761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -701766.000000 Penalty: 4441.454102
	Iteration 65Q: 3 clusters Score -701766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -701767.562500 Penalty: 4441.454102
	Iteration 66Q: 3 clusters Score -701767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -701768.187500 Penalty: 4441.454102
	Iteration 67Q: 3 clusters Score -701768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -701768.187500 Penalty: 4441.454102
	Iteration 68Q: 3 clusters Score -701768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -701769.062500 Penalty: 4441.454102
	Iteration 69Q: 3 clusters Score -701769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -701771.312500 Penalty: 4441.454102
	Iteration 70Q: 3 clusters Score -701771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -701771.312500 Penalty: 4441.454102
	Iteration 71Q: 3 clusters Score -701771.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -701771.312500 Penalty: 4441.454102
	Iteration 72F: 3 clusters Score -701771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -504332.625000 Penalty: 2096.971436
	Iteration 0F: 2 clusters Score -504332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -500076.250000 Penalty: 4193.942871
	Iteration 0F: 3 clusters Score -500076.2 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -501058.656250 Penalty: 4193.942871
	Iteration 1F: 3 clusters Score -501058.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -501306.375000 Penalty: 4193.942871
	Iteration 2F: 3 clusters Score -501306.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -501490.906250 Penalty: 4193.942871
	Iteration 3F: 3 clusters Score -501490.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -501661.937500 Penalty: 4193.942871
	Iteration 4Q: 3 clusters Score -501661.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -501819.937500 Penalty: 4193.942871
	Iteration 5Q: 3 clusters Score -501819.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -502014.937500 Penalty: 4193.942871
	Iteration 6Q: 3 clusters Score -502014.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -502257.156250 Penalty: 4193.942871
	Iteration 7Q: 3 clusters Score -502257.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -502535.468750 Penalty: 4193.942871
	Iteration 8Q: 3 clusters Score -502535.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -502744.812500 Penalty: 4193.942871
	Iteration 9Q: 3 clusters Score -502744.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -502910.625000 Penalty: 4193.942871
	Iteration 10Q: 3 clusters Score -502910.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -503028.250000 Penalty: 4193.942871
	Iteration 11Q: 3 clusters Score -503028.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -503149.437500 Penalty: 4193.942871
	Iteration 12Q: 3 clusters Score -503149.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -503230.968750 Penalty: 4193.942871
	Iteration 13Q: 3 clusters Score -503231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -503287.281250 Penalty: 4193.942871
	Iteration 14Q: 3 clusters Score -503287.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -503342.781250 Penalty: 4193.942871
	Iteration 15Q: 3 clusters Score -503342.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -503376.687500 Penalty: 4193.942871
	Iteration 16Q: 3 clusters Score -503376.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -503404.250000 Penalty: 4193.942871
	Iteration 17Q: 3 clusters Score -503404.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -503425.093750 Penalty: 4193.942871
	Iteration 18Q: 3 clusters Score -503425.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -503444.156250 Penalty: 4193.942871
	Iteration 19Q: 3 clusters Score -503444.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -503466.437500 Penalty: 4193.942871
	Iteration 20F: 3 clusters Score -503466.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -503488.281250 Penalty: 4193.942871
	Iteration 21Q: 3 clusters Score -503488.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -503513.562500 Penalty: 4193.942871
	Iteration 22Q: 3 clusters Score -503513.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -503539.187500 Penalty: 4193.942871
	Iteration 23Q: 3 clusters Score -503539.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -503560.656250 Penalty: 4193.942871
	Iteration 24Q: 3 clusters Score -503560.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -503579.093750 Penalty: 4193.942871
	Iteration 25Q: 3 clusters Score -503579.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503596.562500 Penalty: 4193.942871
	Iteration 26Q: 3 clusters Score -503596.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -503607.500000 Penalty: 4193.942871
	Iteration 27Q: 3 clusters Score -503607.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -503619.968750 Penalty: 4193.942871
	Iteration 28Q: 3 clusters Score -503620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -503632.625000 Penalty: 4193.942871
	Iteration 29Q: 3 clusters Score -503632.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -503646.781250 Penalty: 4193.942871
	Iteration 30Q: 3 clusters Score -503646.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -503661.562500 Penalty: 4193.942871
	Iteration 31Q: 3 clusters Score -503661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -503672.843750 Penalty: 4193.942871
	Iteration 32Q: 3 clusters Score -503672.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -503685.062500 Penalty: 4193.942871
	Iteration 33Q: 3 clusters Score -503685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -503697.406250 Penalty: 4193.942871
	Iteration 34Q: 3 clusters Score -503697.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -503707.593750 Penalty: 4193.942871
	Iteration 35Q: 3 clusters Score -503707.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -503719.843750 Penalty: 4193.942871
	Iteration 36Q: 3 clusters Score -503719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -503733.437500 Penalty: 4193.942871
	Iteration 37Q: 3 clusters Score -503733.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -503744.750000 Penalty: 4193.942871
	Iteration 38Q: 3 clusters Score -503744.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -503759.031250 Penalty: 4193.942871
	Iteration 39Q: 3 clusters Score -503759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -503776.218750 Penalty: 4193.942871
	Iteration 40F: 3 clusters Score -503776.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -503789.656250 Penalty: 4193.942871
	Iteration 41Q: 3 clusters Score -503789.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -503799.000000 Penalty: 4193.942871
	Iteration 42Q: 3 clusters Score -503799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -503808.875000 Penalty: 4193.942871
	Iteration 43Q: 3 clusters Score -503808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -503813.875000 Penalty: 4193.942871
	Iteration 44Q: 3 clusters Score -503813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -503817.875000 Penalty: 4193.942871
	Iteration 45Q: 3 clusters Score -503817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -503821.937500 Penalty: 4193.942871
	Iteration 46Q: 3 clusters Score -503821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -503824.687500 Penalty: 4193.942871
	Iteration 47Q: 3 clusters Score -503824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -503828.562500 Penalty: 4193.942871
	Iteration 48Q: 3 clusters Score -503828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -503830.468750 Penalty: 4193.942871
	Iteration 49Q: 3 clusters Score -503830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -503831.031250 Penalty: 4193.942871
	Iteration 50Q: 3 clusters Score -503831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -503831.031250 Penalty: 4193.942871
	Iteration 51Q: 3 clusters Score -503831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -503832.250000 Penalty: 4193.942871
	Iteration 52Q: 3 clusters Score -503832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -503834.781250 Penalty: 4193.942871
	Iteration 53Q: 3 clusters Score -503834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -503835.875000 Penalty: 4193.942871
	Iteration 54Q: 3 clusters Score -503835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -503837.406250 Penalty: 4193.942871
	Iteration 55Q: 3 clusters Score -503837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -503839.000000 Penalty: 4193.942871
	Iteration 56Q: 3 clusters Score -503839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -503841.562500 Penalty: 4193.942871
	Iteration 57Q: 3 clusters Score -503841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -503842.562500 Penalty: 4193.942871
	Iteration 58Q: 3 clusters Score -503842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -503843.125000 Penalty: 4193.942871
	Iteration 59Q: 3 clusters Score -503843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -503844.125000 Penalty: 4193.942871
	Iteration 60F: 3 clusters Score -503844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -503844.250000 Penalty: 4193.942871
	Iteration 61Q: 3 clusters Score -503844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -503846.500000 Penalty: 4193.942871
	Iteration 62Q: 3 clusters Score -503846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -503846.500000 Penalty: 4193.942871
	Iteration 63F: 3 clusters Score -503846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17195 members 
Mstep: Class 3 contains 109537 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 58758 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 24624 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 60132 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248634 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 139466 members 
Mstep: Class 24 contains 2647 members 
Mstep: Class 25 contains 26430 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 173382 members 
Mstep: Class 34 contains 4959 members 
Mstep: Class 35 contains 61587 members 
Mstep: Class 36 contains 18451 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 19651 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8771 members 
Mstep: Class 43 contains 5553 members 
Mstep: Class 44 contains 51763 members 
Mstep: Class 45 contains 3458 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2135 members 
Mstep: Class 48 contains 15199 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 47673 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5112 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 7684 members 
Mstep: Class 55 contains 18960 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 2883 members 
Mstep: Class 58 contains 6642 members 
Mstep: Class 59 contains 1581 members 
Mstep: Class 60 contains 1716 members 
Mstep: Class 61 contains 5615 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 27954 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 4464 members 
Mstep: Class 66 contains 5821 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1843 members 
Mstep: Class 69 contains 23155 members 
Mstep: Class 70 contains 11871 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 6096 members 
Mstep: Class 73 contains 133764 members 
Mstep: Class 74 contains 12844 members 
Mstep: Class 75 contains 11778 members 
Mstep: Class 76 contains 10991 members 
Mstep: Class 77 contains 5884 members 
Mstep: Class 78 contains 15434 members 
Mstep: Class 79 contains 23489 members 
Mstep: Class 80 contains 5910 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25858 members 
Mstep: Class 83 contains 4256 members 
Mstep: Class 84 contains 8371 members 
Mstep: Class 85 contains 26236 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7363 members 
Mstep: Class 88 contains 7493 members 
Mstep: Class 89 contains 8375 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7306 members 
Mstep: Class 92 contains 3804 members 
Mstep: Class 93 contains 7743 members 
Mstep: Class 94 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212269904.000000 Penalty: 377274.406250
Iteration 159Q: 106 clusters Score -2.122699e+08 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17183 members 
Mstep: Class 3 contains 109492 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 58332 members 
Mstep: Class 9 contains 19277 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 24618 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 1680 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 60034 members 
Mstep: Class 16 contains 51467 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 38662 members 
Mstep: Class 19 contains 248746 members 
Mstep: Class 20 contains 29916 members 
Mstep: Class 21 contains 12495 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 139591 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 26367 members 
Mstep: Class 26 contains 7957 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 12676 members 
Mstep: Class 29 contains 10961 members 
Mstep: Class 30 contains 1799 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 173494 members 
Mstep: Class 34 contains 4948 members 
Mstep: Class 35 contains 61560 members 
Mstep: Class 36 contains 18368 members 
Mstep: Class 37 contains 5987 members 
Mstep: Class 38 contains 4681 members 
Mstep: Class 39 contains 19646 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6136 members 
Mstep: Class 42 contains 8785 members 
Mstep: Class 43 contains 6021 members 
Mstep: Class 44 contains 51733 members 
Mstep: Class 45 contains 3280 members 
Mstep: Class 46 contains 2527 members 
Mstep: Class 47 contains 2245 members 
Mstep: Class 48 contains 15203 members 
Mstep: Class 49 contains 2596 members 
Mstep: Class 50 contains 46660 members 
Mstep: Class 51 contains 33787 members 
Mstep: Class 52 contains 5117 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 7698 members 
Mstep: Class 55 contains 19192 members 
Mstep: Class 56 contains 6480 members 
Mstep: Class 57 contains 3238 members 
Mstep: Class 58 contains 6685 members 
Mstep: Class 59 contains 1621 members 
Mstep: Class 60 contains 1750 members 
Mstep: Class 61 contains 5632 members 
Mstep: Class 62 contains 3419 members 
Mstep: Class 63 contains 27935 members 
Mstep: Class 64 contains 5865 members 
Mstep: Class 65 contains 4608 members 
Mstep: Class 66 contains 5829 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1844 members 
Mstep: Class 69 contains 23521 members 
Mstep: Class 70 contains 11971 members 
Mstep: Class 71 contains 3094 members 
Mstep: Class 72 contains 6102 members 
Mstep: Class 73 contains 133730 members 
Mstep: Class 74 contains 12870 members 
Mstep: Class 75 contains 11788 members 
Mstep: Class 76 contains 11025 members 
Mstep: Class 77 contains 5938 members 
Mstep: Class 78 contains 15421 members 
Mstep: Class 79 contains 23521 members 
Mstep: Class 80 contains 6015 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25744 members 
Mstep: Class 83 contains 4280 members 
Mstep: Class 84 contains 8303 members 
Mstep: Class 85 contains 26354 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7413 members 
Mstep: Class 88 contains 7482 members 
Mstep: Class 89 contains 8298 members 
Mstep: Class 90 contains 4800 members 
Mstep: Class 91 contains 7413 members 
Mstep: Class 92 contains 3805 members 
Mstep: Class 93 contains 7790 members 
Mstep: Class 94 contains 4695 members 
Mstep: Class 95 contains 4258 members 
Mstep: Class 96 contains 8964 members 
Mstep: Class 97 contains 5494 members 
Mstep: Class 98 contains 1945 members 
Mstep: Class 99 contains 2508 members 
Mstep: Class 100 contains 2065 members 
Mstep: Class 101 contains 4513 members 
Mstep: Class 102 contains 1376 members 
Mstep: Class 103 contains 2080 members 
Mstep: Class 104 contains 5231 members 
Mstep: Class 105 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212276032.000000 Penalty: 377274.406250
Iteration 160F: 106 clusters Score -2.12276e+08 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 17182 members 
Mstep: Class 3 contains 109433 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 8 contains 57911 members 
Mstep: Class 9 contains 19246 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 24602 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 59909 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 38661 members 
Mstep: Class 19 contains 248719 members 
Mstep: Class 20 contains 30638 members 
Mstep: Class 21 contains 12502 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 139687 members 
Mstep: Class 24 contains 2641 members 
Mstep: Class 25 contains 26254 members 
Mstep: Class 26 contains 7881 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 12486 members 
Mstep: Class 29 contains 10935 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 173200 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 61535 members 
Mstep: Class 36 contains 18341 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 4569 members 
Mstep: Class 39 contains 19634 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6117 members 
Mstep: Class 42 contains 8801 members 
Mstep: Class 43 contains 6476 members 
Mstep: Class 44 contains 51669 members 
Mstep: Class 45 contains 3162 members 
Mstep: Class 46 contains 2519 members 
Mstep: Class 47 contains 2292 members 
Mstep: Class 48 contains 15218 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 45841 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 5124 members 
Mstep: Class 53 contains 4642 members 
Mstep: Class 54 contains 7702 members 
Mstep: Class 55 contains 19331 members 
Mstep: Class 56 contains 6473 members 
Mstep: Class 57 contains 3497 members 
Mstep: Class 58 contains 6722 members 
Mstep: Class 59 contains 1641 members 
Mstep: Class 60 contains 1714 members 
Mstep: Class 61 contains 5646 members 
Mstep: Class 62 contains 3408 members 
Mstep: Class 63 contains 27921 members 
Mstep: Class 64 contains 5862 members 
Mstep: Class 65 contains 4641 members 
Mstep: Class 66 contains 5842 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 23867 members 
Mstep: Class 70 contains 12001 members 
Mstep: Class 71 contains 3102 members 
Mstep: Class 72 contains 6069 members 
Mstep: Class 73 contains 133660 members 
Mstep: Class 74 contains 12875 members 
Mstep: Class 75 contains 11787 members 
Mstep: Class 76 contains 11070 members 
Mstep: Class 77 contains 5943 members 
Mstep: Class 78 contains 15406 members 
Mstep: Class 79 contains 23552 members 
Mstep: Class 80 contains 6082 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25447 members 
Mstep: Class 83 contains 4243 members 
Mstep: Class 84 contains 8222 members 
Mstep: Class 85 contains 26429 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7463 members 
Mstep: Class 88 contains 7482 members 
Mstep: Class 89 contains 8149 members 
Mstep: Class 90 contains 4659 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3798 members 
Mstep: Class 93 contains 7828 members 
Mstep: Class 94 contains 4698 members 
Mstep: Class 95 contains 4377 members 
Mstep: Class 96 contains 9132 members 
Mstep: Class 97 contains 5583 members 
Mstep: Class 98 contains 1981 members 
Mstep: Class 99 contains 2540 members 
Mstep: Class 100 contains 2115 members 
Mstep: Class 101 contains 4826 members 
Mstep: Class 102 contains 1450 members 
Mstep: Class 103 contains 2093 members 
Mstep: Class 104 contains 5386 members 
Mstep: Class 105 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212280304.000000 Penalty: 377274.406250
Iteration 161Q: 106 clusters Score -2.122803e+08 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 17176 members 
Mstep: Class 3 contains 109370 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 57480 members 
Mstep: Class 9 contains 19210 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 24598 members 
Mstep: Class 12 contains 3807 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 59722 members 
Mstep: Class 16 contains 51451 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 38656 members 
Mstep: Class 19 contains 248705 members 
Mstep: Class 20 contains 31220 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 139781 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 26191 members 
Mstep: Class 26 contains 7822 members 
Mstep: Class 27 contains 9580 members 
Mstep: Class 28 contains 12317 members 
Mstep: Class 29 contains 10918 members 
Mstep: Class 30 contains 1760 members 
Mstep: Class 31 contains 2524 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 173055 members 
Mstep: Class 34 contains 4916 members 
Mstep: Class 35 contains 61511 members 
Mstep: Class 36 contains 18327 members 
Mstep: Class 37 contains 5990 members 
Mstep: Class 38 contains 4498 members 
Mstep: Class 39 contains 19621 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6109 members 
Mstep: Class 42 contains 8819 members 
Mstep: Class 43 contains 6920 members 
Mstep: Class 44 contains 51602 members 
Mstep: Class 45 contains 3090 members 
Mstep: Class 46 contains 2518 members 
Mstep: Class 47 contains 2329 members 
Mstep: Class 48 contains 15233 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 45198 members 
Mstep: Class 51 contains 33797 members 
Mstep: Class 52 contains 5131 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7698 members 
Mstep: Class 55 contains 19450 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 3755 members 
Mstep: Class 58 contains 6784 members 
Mstep: Class 59 contains 1650 members 
Mstep: Class 60 contains 1699 members 
Mstep: Class 61 contains 5660 members 
Mstep: Class 62 contains 3402 members 
Mstep: Class 63 contains 27900 members 
Mstep: Class 64 contains 5858 members 
Mstep: Class 65 contains 4678 members 
Mstep: Class 66 contains 5843 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 24220 members 
Mstep: Class 70 contains 12052 members 
Mstep: Class 71 contains 3105 members 
Mstep: Class 72 contains 6030 members 
Mstep: Class 73 contains 133617 members 
Mstep: Class 74 contains 12889 members 
Mstep: Class 75 contains 11788 members 
Mstep: Class 76 contains 11083 members 
Mstep: Class 77 contains 5953 members 
Mstep: Class 78 contains 15374 members 
Mstep: Class 79 contains 23582 members 
Mstep: Class 80 contains 6135 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 25197 members 
Mstep: Class 83 contains 4209 members 
Mstep: Class 84 contains 8138 members 
Mstep: Class 85 contains 26505 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7495 members 
Mstep: Class 88 contains 7471 members 
Mstep: Class 89 contains 8052 members 
Mstep: Class 90 contains 4595 members 
Mstep: Class 91 contains 7363 members 
Mstep: Class 92 contains 3786 members 
Mstep: Class 93 contains 7869 members 
Mstep: Class 94 contains 4709 members 
Mstep: Class 95 contains 4432 members 
Mstep: Class 96 contains 9259 members 
Mstep: Class 97 contains 5605 members 
Mstep: Class 98 contains 1985 members 
Mstep: Class 99 contains 2552 members 
Mstep: Class 100 contains 2144 members 
Mstep: Class 101 contains 4998 members 
Mstep: Class 102 contains 1492 members 
Mstep: Class 103 contains 2101 members 
Mstep: Class 104 contains 5469 members 
Mstep: Class 105 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212282288.000000 Penalty: 377274.406250
Iteration 162Q: 106 clusters Score -2.122823e+08 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 17169 members 
Mstep: Class 3 contains 109295 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 57096 members 
Mstep: Class 9 contains 19173 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 24585 members 
Mstep: Class 12 contains 3870 members 
Mstep: Class 13 contains 1678 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 59590 members 
Mstep: Class 16 contains 51452 members 
Mstep: Class 17 contains 6519 members 
Mstep: Class 18 contains 38658 members 
Mstep: Class 19 contains 248653 members 
Mstep: Class 20 contains 31674 members 
Mstep: Class 21 contains 12503 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 139881 members 
Mstep: Class 24 contains 2628 members 
Mstep: Class 25 contains 26162 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 9600 members 
Mstep: Class 28 contains 12201 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 2504 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 172869 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 61497 members 
Mstep: Class 36 contains 18309 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 4436 members 
Mstep: Class 39 contains 19605 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6109 members 
Mstep: Class 42 contains 8829 members 
Mstep: Class 43 contains 7322 members 
Mstep: Class 44 contains 51563 members 
Mstep: Class 45 contains 3032 members 
Mstep: Class 46 contains 2518 members 
Mstep: Class 47 contains 2357 members 
Mstep: Class 48 contains 15243 members 
Mstep: Class 49 contains 2602 members 
Mstep: Class 50 contains 44701 members 
Mstep: Class 51 contains 33797 members 
Mstep: Class 52 contains 5139 members 
Mstep: Class 53 contains 4634 members 
Mstep: Class 54 contains 7709 members 
Mstep: Class 55 contains 19571 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 3992 members 
Mstep: Class 58 contains 6839 members 
Mstep: Class 59 contains 1658 members 
Mstep: Class 60 contains 1693 members 
Mstep: Class 61 contains 5671 members 
Mstep: Class 62 contains 3401 members 
Mstep: Class 63 contains 27877 members 
Mstep: Class 64 contains 5851 members 
Mstep: Class 65 contains 4700 members 
Mstep: Class 66 contains 5843 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 24537 members 
Mstep: Class 70 contains 12101 members 
Mstep: Class 71 contains 3104 members 
Mstep: Class 72 contains 6005 members 
Mstep: Class 73 contains 133567 members 
Mstep: Class 74 contains 12914 members 
Mstep: Class 75 contains 11789 members 
Mstep: Class 76 contains 11093 members 
Mstep: Class 77 contains 5958 members 
Mstep: Class 78 contains 15343 members 
Mstep: Class 79 contains 23597 members 
Mstep: Class 80 contains 6167 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24994 members 
Mstep: Class 83 contains 4178 members 
Mstep: Class 84 contains 8062 members 
Mstep: Class 85 contains 26587 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7527 members 
Mstep: Class 88 contains 7454 members 
Mstep: Class 89 contains 7981 members 
Mstep: Class 90 contains 4554 members 
Mstep: Class 91 contains 7360 members 
Mstep: Class 92 contains 3780 members 
Mstep: Class 93 contains 7903 members 
Mstep: Class 94 contains 4732 members 
Mstep: Class 95 contains 4458 members 
Mstep: Class 96 contains 9374 members 
Mstep: Class 97 contains 5590 members 
Mstep: Class 98 contains 1977 members 
Mstep: Class 99 contains 2562 members 
Mstep: Class 100 contains 2164 members 
Mstep: Class 101 contains 5105 members 
Mstep: Class 102 contains 1528 members 
Mstep: Class 103 contains 2103 members 
Mstep: Class 104 contains 5540 members 
Mstep: Class 105 contains 6727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283360.000000 Penalty: 377274.406250
Iteration 163Q: 106 clusters Score -2.122834e+08 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17170 members 
Mstep: Class 3 contains 109235 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 56743 members 
Mstep: Class 9 contains 19135 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 24580 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 59444 members 
Mstep: Class 16 contains 51447 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 38660 members 
Mstep: Class 19 contains 248619 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 21 contains 12504 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 139937 members 
Mstep: Class 24 contains 2627 members 
Mstep: Class 25 contains 26127 members 
Mstep: Class 26 contains 7761 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 12094 members 
Mstep: Class 29 contains 10918 members 
Mstep: Class 30 contains 1726 members 
Mstep: Class 31 contains 2483 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 172782 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 61482 members 
Mstep: Class 36 contains 18279 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 4382 members 
Mstep: Class 39 contains 19587 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6114 members 
Mstep: Class 42 contains 8850 members 
Mstep: Class 43 contains 7631 members 
Mstep: Class 44 contains 51525 members 
Mstep: Class 45 contains 2975 members 
Mstep: Class 46 contains 2521 members 
Mstep: Class 47 contains 2379 members 
Mstep: Class 48 contains 15246 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 44342 members 
Mstep: Class 51 contains 33800 members 
Mstep: Class 52 contains 5148 members 
Mstep: Class 53 contains 4632 members 
Mstep: Class 54 contains 7720 members 
Mstep: Class 55 contains 19679 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 4172 members 
Mstep: Class 58 contains 6884 members 
Mstep: Class 59 contains 1663 members 
Mstep: Class 60 contains 1701 members 
Mstep: Class 61 contains 5685 members 
Mstep: Class 62 contains 3400 members 
Mstep: Class 63 contains 27858 members 
Mstep: Class 64 contains 5844 members 
Mstep: Class 65 contains 4712 members 
Mstep: Class 66 contains 5843 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 24855 members 
Mstep: Class 70 contains 12147 members 
Mstep: Class 71 contains 3097 members 
Mstep: Class 72 contains 5986 members 
Mstep: Class 73 contains 133525 members 
Mstep: Class 74 contains 12939 members 
Mstep: Class 75 contains 11793 members 
Mstep: Class 76 contains 11094 members 
Mstep: Class 77 contains 5961 members 
Mstep: Class 78 contains 15322 members 
Mstep: Class 79 contains 23623 members 
Mstep: Class 80 contains 6202 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24807 members 
Mstep: Class 83 contains 4158 members 
Mstep: Class 84 contains 7991 members 
Mstep: Class 85 contains 26675 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7558 members 
Mstep: Class 88 contains 7404 members 
Mstep: Class 89 contains 7927 members 
Mstep: Class 90 contains 4534 members 
Mstep: Class 91 contains 7355 members 
Mstep: Class 92 contains 3773 members 
Mstep: Class 93 contains 7937 members 
Mstep: Class 94 contains 4751 members 
Mstep: Class 95 contains 4476 members 
Mstep: Class 96 contains 9461 members 
Mstep: Class 97 contains 5587 members 
Mstep: Class 98 contains 1971 members 
Mstep: Class 99 contains 2585 members 
Mstep: Class 100 contains 2180 members 
Mstep: Class 101 contains 5196 members 
Mstep: Class 102 contains 1544 members 
Mstep: Class 103 contains 2103 members 
Mstep: Class 104 contains 5594 members 
Mstep: Class 105 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284464.000000 Penalty: 377274.406250
Iteration 164Q: 106 clusters Score -2.122845e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 17172 members 
Mstep: Class 3 contains 109176 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5324 members 
Mstep: Class 8 contains 56381 members 
Mstep: Class 9 contains 19128 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 24582 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 1681 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 59302 members 
Mstep: Class 16 contains 51440 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 18 contains 38661 members 
Mstep: Class 19 contains 248583 members 
Mstep: Class 20 contains 32306 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 139996 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 26069 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 9647 members 
Mstep: Class 28 contains 12006 members 
Mstep: Class 29 contains 10916 members 
Mstep: Class 30 contains 1690 members 
Mstep: Class 31 contains 2472 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 172663 members 
Mstep: Class 34 contains 4912 members 
Mstep: Class 35 contains 61470 members 
Mstep: Class 36 contains 18260 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 4347 members 
Mstep: Class 39 contains 19573 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6116 members 
Mstep: Class 42 contains 8872 members 
Mstep: Class 43 contains 7887 members 
Mstep: Class 44 contains 51477 members 
Mstep: Class 45 contains 2929 members 
Mstep: Class 46 contains 2514 members 
Mstep: Class 47 contains 2392 members 
Mstep: Class 48 contains 15251 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 44068 members 
Mstep: Class 51 contains 33810 members 
Mstep: Class 52 contains 5153 members 
Mstep: Class 53 contains 4628 members 
Mstep: Class 54 contains 7733 members 
Mstep: Class 55 contains 19810 members 
Mstep: Class 56 contains 6464 members 
Mstep: Class 57 contains 4340 members 
Mstep: Class 58 contains 6935 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 1711 members 
Mstep: Class 61 contains 5692 members 
Mstep: Class 62 contains 3388 members 
Mstep: Class 63 contains 27834 members 
Mstep: Class 64 contains 5829 members 
Mstep: Class 65 contains 4724 members 
Mstep: Class 66 contains 5847 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 25164 members 
Mstep: Class 70 contains 12193 members 
Mstep: Class 71 contains 3094 members 
Mstep: Class 72 contains 5964 members 
Mstep: Class 73 contains 133494 members 
Mstep: Class 74 contains 12970 members 
Mstep: Class 75 contains 11795 members 
Mstep: Class 76 contains 11098 members 
Mstep: Class 77 contains 5961 members 
Mstep: Class 78 contains 15330 members 
Mstep: Class 79 contains 23646 members 
Mstep: Class 80 contains 6221 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24641 members 
Mstep: Class 83 contains 4146 members 
Mstep: Class 84 contains 7957 members 
Mstep: Class 85 contains 26762 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7578 members 
Mstep: Class 88 contains 7355 members 
Mstep: Class 89 contains 7873 members 
Mstep: Class 90 contains 4518 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3770 members 
Mstep: Class 93 contains 7972 members 
Mstep: Class 94 contains 4769 members 
Mstep: Class 95 contains 4487 members 
Mstep: Class 96 contains 9539 members 
Mstep: Class 97 contains 5590 members 
Mstep: Class 98 contains 1961 members 
Mstep: Class 99 contains 2623 members 
Mstep: Class 100 contains 2193 members 
Mstep: Class 101 contains 5279 members 
Mstep: Class 102 contains 1568 members 
Mstep: Class 103 contains 2104 members 
Mstep: Class 104 contains 5645 members 
Mstep: Class 105 contains 6715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285904.000000 Penalty: 377274.406250
Iteration 165Q: 106 clusters Score -2.122859e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 17170 members 
Mstep: Class 3 contains 109131 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5318 members 
Mstep: Class 8 contains 56021 members 
Mstep: Class 9 contains 19123 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 59179 members 
Mstep: Class 16 contains 51432 members 
Mstep: Class 17 contains 6465 members 
Mstep: Class 18 contains 38665 members 
Mstep: Class 19 contains 248532 members 
Mstep: Class 20 contains 32481 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 140049 members 
Mstep: Class 24 contains 2622 members 
Mstep: Class 25 contains 26045 members 
Mstep: Class 26 contains 7696 members 
Mstep: Class 27 contains 9671 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 1682 members 
Mstep: Class 31 contains 2462 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 172549 members 
Mstep: Class 34 contains 4914 members 
Mstep: Class 35 contains 61456 members 
Mstep: Class 36 contains 18232 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 4327 members 
Mstep: Class 39 contains 19568 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6121 members 
Mstep: Class 42 contains 8901 members 
Mstep: Class 43 contains 8093 members 
Mstep: Class 44 contains 51420 members 
Mstep: Class 45 contains 2893 members 
Mstep: Class 46 contains 2510 members 
Mstep: Class 47 contains 2407 members 
Mstep: Class 48 contains 15248 members 
Mstep: Class 49 contains 2613 members 
Mstep: Class 50 contains 43890 members 
Mstep: Class 51 contains 33810 members 
Mstep: Class 52 contains 5158 members 
Mstep: Class 53 contains 4626 members 
Mstep: Class 54 contains 7750 members 
Mstep: Class 55 contains 19926 members 
Mstep: Class 56 contains 6461 members 
Mstep: Class 57 contains 4499 members 
Mstep: Class 58 contains 6987 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 1717 members 
Mstep: Class 61 contains 5701 members 
Mstep: Class 62 contains 3369 members 
Mstep: Class 63 contains 27808 members 
Mstep: Class 64 contains 5815 members 
Mstep: Class 65 contains 4735 members 
Mstep: Class 66 contains 5852 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 25473 members 
Mstep: Class 70 contains 12242 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5938 members 
Mstep: Class 73 contains 133472 members 
Mstep: Class 74 contains 12992 members 
Mstep: Class 75 contains 11799 members 
Mstep: Class 76 contains 11105 members 
Mstep: Class 77 contains 5964 members 
Mstep: Class 78 contains 15319 members 
Mstep: Class 79 contains 23672 members 
Mstep: Class 80 contains 6238 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24489 members 
Mstep: Class 83 contains 4127 members 
Mstep: Class 84 contains 7938 members 
Mstep: Class 85 contains 26824 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7597 members 
Mstep: Class 88 contains 7321 members 
Mstep: Class 89 contains 7827 members 
Mstep: Class 90 contains 4516 members 
Mstep: Class 91 contains 7364 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8001 members 
Mstep: Class 94 contains 4773 members 
Mstep: Class 95 contains 4492 members 
Mstep: Class 96 contains 9626 members 
Mstep: Class 97 contains 5589 members 
Mstep: Class 98 contains 1954 members 
Mstep: Class 99 contains 2644 members 
Mstep: Class 100 contains 2207 members 
Mstep: Class 101 contains 5330 members 
Mstep: Class 102 contains 1587 members 
Mstep: Class 103 contains 2105 members 
Mstep: Class 104 contains 5683 members 
Mstep: Class 105 contains 6704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285856.000000 Penalty: 377274.406250
Iteration 166Q: 106 clusters Score -2.122859e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17171 members 
Mstep: Class 3 contains 109092 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 55694 members 
Mstep: Class 9 contains 19121 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24583 members 
Mstep: Class 12 contains 4020 members 
Mstep: Class 13 contains 1684 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 59096 members 
Mstep: Class 16 contains 51426 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 38663 members 
Mstep: Class 19 contains 248486 members 
Mstep: Class 20 contains 32618 members 
Mstep: Class 21 contains 12506 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 140102 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 26015 members 
Mstep: Class 26 contains 7679 members 
Mstep: Class 27 contains 9701 members 
Mstep: Class 28 contains 11866 members 
Mstep: Class 29 contains 10936 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 2447 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 172438 members 
Mstep: Class 34 contains 4912 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 18202 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 4320 members 
Mstep: Class 39 contains 19558 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6124 members 
Mstep: Class 42 contains 8909 members 
Mstep: Class 43 contains 8281 members 
Mstep: Class 44 contains 51395 members 
Mstep: Class 45 contains 2861 members 
Mstep: Class 46 contains 2510 members 
Mstep: Class 47 contains 2414 members 
Mstep: Class 48 contains 15249 members 
Mstep: Class 49 contains 2616 members 
Mstep: Class 50 contains 43771 members 
Mstep: Class 51 contains 33809 members 
Mstep: Class 52 contains 5163 members 
Mstep: Class 53 contains 4627 members 
Mstep: Class 54 contains 7756 members 
Mstep: Class 55 contains 20029 members 
Mstep: Class 56 contains 6459 members 
Mstep: Class 57 contains 4600 members 
Mstep: Class 58 contains 7022 members 
Mstep: Class 59 contains 1677 members 
Mstep: Class 60 contains 1721 members 
Mstep: Class 61 contains 5704 members 
Mstep: Class 62 contains 3365 members 
Mstep: Class 63 contains 27790 members 
Mstep: Class 64 contains 5804 members 
Mstep: Class 65 contains 4741 members 
Mstep: Class 66 contains 5850 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 25758 members 
Mstep: Class 70 contains 12285 members 
Mstep: Class 71 contains 3097 members 
Mstep: Class 72 contains 5916 members 
Mstep: Class 73 contains 133459 members 
Mstep: Class 74 contains 13019 members 
Mstep: Class 75 contains 11803 members 
Mstep: Class 76 contains 11112 members 
Mstep: Class 77 contains 5973 members 
Mstep: Class 78 contains 15314 members 
Mstep: Class 79 contains 23696 members 
Mstep: Class 80 contains 6250 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24341 members 
Mstep: Class 83 contains 4125 members 
Mstep: Class 84 contains 7906 members 
Mstep: Class 85 contains 26876 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7615 members 
Mstep: Class 88 contains 7287 members 
Mstep: Class 89 contains 7806 members 
Mstep: Class 90 contains 4501 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8031 members 
Mstep: Class 94 contains 4786 members 
Mstep: Class 95 contains 4492 members 
Mstep: Class 96 contains 9686 members 
Mstep: Class 97 contains 5584 members 
Mstep: Class 98 contains 1950 members 
Mstep: Class 99 contains 2655 members 
Mstep: Class 100 contains 2221 members 
Mstep: Class 101 contains 5381 members 
Mstep: Class 102 contains 1600 members 
Mstep: Class 103 contains 2106 members 
Mstep: Class 104 contains 5714 members 
Mstep: Class 105 contains 6695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285952.000000 Penalty: 377274.406250
Iteration 167Q: 106 clusters Score -2.12286e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 17170 members 
Mstep: Class 3 contains 109046 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 55381 members 
Mstep: Class 9 contains 19109 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24587 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 4318 members 
Mstep: Class 15 contains 59003 members 
Mstep: Class 16 contains 51423 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 38664 members 
Mstep: Class 19 contains 248457 members 
Mstep: Class 20 contains 32737 members 
Mstep: Class 21 contains 12509 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 140118 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 25986 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 9737 members 
Mstep: Class 28 contains 11824 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 2432 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 172375 members 
Mstep: Class 34 contains 4917 members 
Mstep: Class 35 contains 61421 members 
Mstep: Class 36 contains 18173 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 4311 members 
Mstep: Class 39 contains 19546 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6127 members 
Mstep: Class 42 contains 8919 members 
Mstep: Class 43 contains 8418 members 
Mstep: Class 44 contains 51373 members 
Mstep: Class 45 contains 2832 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2426 members 
Mstep: Class 48 contains 15249 members 
Mstep: Class 49 contains 2619 members 
Mstep: Class 50 contains 43702 members 
Mstep: Class 51 contains 33811 members 
Mstep: Class 52 contains 5167 members 
Mstep: Class 53 contains 4628 members 
Mstep: Class 54 contains 7760 members 
Mstep: Class 55 contains 20110 members 
Mstep: Class 56 contains 6450 members 
Mstep: Class 57 contains 4661 members 
Mstep: Class 58 contains 7049 members 
Mstep: Class 59 contains 1678 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5707 members 
Mstep: Class 62 contains 3364 members 
Mstep: Class 63 contains 27772 members 
Mstep: Class 64 contains 5798 members 
Mstep: Class 65 contains 4746 members 
Mstep: Class 66 contains 5852 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 26034 members 
Mstep: Class 70 contains 12325 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5904 members 
Mstep: Class 73 contains 133440 members 
Mstep: Class 74 contains 13058 members 
Mstep: Class 75 contains 11806 members 
Mstep: Class 76 contains 11120 members 
Mstep: Class 77 contains 5973 members 
Mstep: Class 78 contains 15307 members 
Mstep: Class 79 contains 23724 members 
Mstep: Class 80 contains 6267 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24226 members 
Mstep: Class 83 contains 4109 members 
Mstep: Class 84 contains 7884 members 
Mstep: Class 85 contains 26928 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7634 members 
Mstep: Class 88 contains 7267 members 
Mstep: Class 89 contains 7787 members 
Mstep: Class 90 contains 4514 members 
Mstep: Class 91 contains 7372 members 
Mstep: Class 92 contains 3766 members 
Mstep: Class 93 contains 8050 members 
Mstep: Class 94 contains 4789 members 
Mstep: Class 95 contains 4492 members 
Mstep: Class 96 contains 9733 members 
Mstep: Class 97 contains 5590 members 
Mstep: Class 98 contains 1947 members 
Mstep: Class 99 contains 2656 members 
Mstep: Class 100 contains 2225 members 
Mstep: Class 101 contains 5414 members 
Mstep: Class 102 contains 1616 members 
Mstep: Class 103 contains 2106 members 
Mstep: Class 104 contains 5733 members 
Mstep: Class 105 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285936.000000 Penalty: 377274.406250
Iteration 168Q: 106 clusters Score -2.122859e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 17172 members 
Mstep: Class 3 contains 108997 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 55050 members 
Mstep: Class 9 contains 19100 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 24591 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 14 contains 4302 members 
Mstep: Class 15 contains 58923 members 
Mstep: Class 16 contains 51415 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 38665 members 
Mstep: Class 19 contains 248429 members 
Mstep: Class 20 contains 32840 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 140137 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 25954 members 
Mstep: Class 26 contains 7628 members 
Mstep: Class 27 contains 9776 members 
Mstep: Class 28 contains 11786 members 
Mstep: Class 29 contains 10934 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 2420 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 172305 members 
Mstep: Class 34 contains 4929 members 
Mstep: Class 35 contains 61407 members 
Mstep: Class 36 contains 18134 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 4297 members 
Mstep: Class 39 contains 19537 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6127 members 
Mstep: Class 42 contains 8929 members 
Mstep: Class 43 contains 8561 members 
Mstep: Class 44 contains 51346 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 2500 members 
Mstep: Class 47 contains 2430 members 
Mstep: Class 48 contains 15251 members 
Mstep: Class 49 contains 2616 members 
Mstep: Class 50 contains 43650 members 
Mstep: Class 51 contains 33809 members 
Mstep: Class 52 contains 5173 members 
Mstep: Class 53 contains 4627 members 
Mstep: Class 54 contains 7771 members 
Mstep: Class 55 contains 20176 members 
Mstep: Class 56 contains 6453 members 
Mstep: Class 57 contains 4699 members 
Mstep: Class 58 contains 7079 members 
Mstep: Class 59 contains 1678 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5709 members 
Mstep: Class 62 contains 3359 members 
Mstep: Class 63 contains 27753 members 
Mstep: Class 64 contains 5797 members 
Mstep: Class 65 contains 4752 members 
Mstep: Class 66 contains 5857 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 26324 members 
Mstep: Class 70 contains 12371 members 
Mstep: Class 71 contains 3091 members 
Mstep: Class 72 contains 5887 members 
Mstep: Class 73 contains 133438 members 
Mstep: Class 74 contains 13093 members 
Mstep: Class 75 contains 11806 members 
Mstep: Class 76 contains 11123 members 
Mstep: Class 77 contains 5974 members 
Mstep: Class 78 contains 15301 members 
Mstep: Class 79 contains 23746 members 
Mstep: Class 80 contains 6283 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24141 members 
Mstep: Class 83 contains 4104 members 
Mstep: Class 84 contains 7861 members 
Mstep: Class 85 contains 26967 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7646 members 
Mstep: Class 88 contains 7265 members 
Mstep: Class 89 contains 7767 members 
Mstep: Class 90 contains 4531 members 
Mstep: Class 91 contains 7378 members 
Mstep: Class 92 contains 3767 members 
Mstep: Class 93 contains 8058 members 
Mstep: Class 94 contains 4798 members 
Mstep: Class 95 contains 4493 members 
Mstep: Class 96 contains 9773 members 
Mstep: Class 97 contains 5597 members 
Mstep: Class 98 contains 1939 members 
Mstep: Class 99 contains 2658 members 
Mstep: Class 100 contains 2233 members 
Mstep: Class 101 contains 5438 members 
Mstep: Class 102 contains 1634 members 
Mstep: Class 103 contains 2108 members 
Mstep: Class 104 contains 5745 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212286448.000000 Penalty: 377274.406250
Iteration 169Q: 106 clusters Score -2.122864e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 17177 members 
Mstep: Class 3 contains 108937 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 19093 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 24594 members 
Mstep: Class 12 contains 4072 members 
Mstep: Class 13 contains 1687 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 58854 members 
Mstep: Class 16 contains 51414 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 38661 members 
Mstep: Class 19 contains 248392 members 
Mstep: Class 20 contains 32930 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 2337 members 
Mstep: Class 23 contains 140146 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 25944 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 9802 members 
Mstep: Class 28 contains 11756 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2416 members 
Mstep: Class 32 contains 7045 members 
Mstep: Class 33 contains 172231 members 
Mstep: Class 34 contains 4938 members 
Mstep: Class 35 contains 61392 members 
Mstep: Class 36 contains 18090 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 4271 members 
Mstep: Class 39 contains 19526 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6127 members 
Mstep: Class 42 contains 8946 members 
Mstep: Class 43 contains 8692 members 
Mstep: Class 44 contains 51336 members 
Mstep: Class 45 contains 2793 members 
Mstep: Class 46 contains 2502 members 
Mstep: Class 47 contains 2435 members 
Mstep: Class 48 contains 15256 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 43611 members 
Mstep: Class 51 contains 33808 members 
Mstep: Class 52 contains 5179 members 
Mstep: Class 53 contains 4629 members 
Mstep: Class 54 contains 7773 members 
Mstep: Class 55 contains 20219 members 
Mstep: Class 56 contains 6455 members 
Mstep: Class 57 contains 4735 members 
Mstep: Class 58 contains 7107 members 
Mstep: Class 59 contains 1681 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5714 members 
Mstep: Class 62 contains 3352 members 
Mstep: Class 63 contains 27738 members 
Mstep: Class 64 contains 5790 members 
Mstep: Class 65 contains 4759 members 
Mstep: Class 66 contains 5863 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 26599 members 
Mstep: Class 70 contains 12426 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 5869 members 
Mstep: Class 73 contains 133435 members 
Mstep: Class 74 contains 13121 members 
Mstep: Class 75 contains 11808 members 
Mstep: Class 76 contains 11126 members 
Mstep: Class 77 contains 5972 members 
Mstep: Class 78 contains 15299 members 
Mstep: Class 79 contains 23767 members 
Mstep: Class 80 contains 6302 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 24036 members 
Mstep: Class 83 contains 4090 members 
Mstep: Class 84 contains 7851 members 
Mstep: Class 85 contains 27017 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7658 members 
Mstep: Class 88 contains 7262 members 
Mstep: Class 89 contains 7740 members 
Mstep: Class 90 contains 4543 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3763 members 
Mstep: Class 93 contains 8081 members 
Mstep: Class 94 contains 4799 members 
Mstep: Class 95 contains 4492 members 
Mstep: Class 96 contains 9817 members 
Mstep: Class 97 contains 5600 members 
Mstep: Class 98 contains 1937 members 
Mstep: Class 99 contains 2659 members 
Mstep: Class 100 contains 2243 members 
Mstep: Class 101 contains 5458 members 
Mstep: Class 102 contains 1648 members 
Mstep: Class 103 contains 2108 members 
Mstep: Class 104 contains 5754 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212286640.000000 Penalty: 377274.406250
Iteration 170Q: 106 clusters Score -2.122866e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 17179 members 
Mstep: Class 3 contains 108877 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 54509 members 
Mstep: Class 9 contains 19082 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 24610 members 
Mstep: Class 12 contains 4082 members 
Mstep: Class 13 contains 1690 members 
Mstep: Class 14 contains 4267 members 
Mstep: Class 15 contains 58800 members 
Mstep: Class 16 contains 51415 members 
Mstep: Class 17 contains 6437 members 
Mstep: Class 18 contains 38657 members 
Mstep: Class 19 contains 248357 members 
Mstep: Class 20 contains 33013 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 2338 members 
Mstep: Class 23 contains 140153 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 25928 members 
Mstep: Class 26 contains 7590 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 11728 members 
Mstep: Class 29 contains 10935 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2413 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 172131 members 
Mstep: Class 34 contains 4936 members 
Mstep: Class 35 contains 61380 members 
Mstep: Class 36 contains 18057 members 
Mstep: Class 37 contains 5999 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 19517 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6127 members 
Mstep: Class 42 contains 8969 members 
Mstep: Class 43 contains 8797 members 
Mstep: Class 44 contains 51328 members 
Mstep: Class 45 contains 2774 members 
Mstep: Class 46 contains 2501 members 
Mstep: Class 47 contains 2443 members 
Mstep: Class 48 contains 15254 members 
Mstep: Class 49 contains 2611 members 
Mstep: Class 50 contains 43583 members 
Mstep: Class 51 contains 33810 members 
Mstep: Class 52 contains 5187 members 
Mstep: Class 53 contains 4630 members 
Mstep: Class 54 contains 7780 members 
Mstep: Class 55 contains 20268 members 
Mstep: Class 56 contains 6464 members 
Mstep: Class 57 contains 4768 members 
Mstep: Class 58 contains 7138 members 
Mstep: Class 59 contains 1685 members 
Mstep: Class 60 contains 1729 members 
Mstep: Class 61 contains 5719 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27724 members 
Mstep: Class 64 contains 5778 members 
Mstep: Class 65 contains 4761 members 
Mstep: Class 66 contains 5861 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 26838 members 
Mstep: Class 70 contains 12455 members 
Mstep: Class 71 contains 3089 members 
Mstep: Class 72 contains 5853 members 
Mstep: Class 73 contains 133421 members 
Mstep: Class 74 contains 13147 members 
Mstep: Class 75 contains 11807 members 
Mstep: Class 76 contains 11128 members 
Mstep: Class 77 contains 5970 members 
Mstep: Class 78 contains 15299 members 
Mstep: Class 79 contains 23781 members 
Mstep: Class 80 contains 6314 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23934 members 
Mstep: Class 83 contains 4087 members 
Mstep: Class 84 contains 7851 members 
Mstep: Class 85 contains 27076 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7667 members 
Mstep: Class 88 contains 7273 members 
Mstep: Class 89 contains 7718 members 
Mstep: Class 90 contains 4551 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3761 members 
Mstep: Class 93 contains 8098 members 
Mstep: Class 94 contains 4804 members 
Mstep: Class 95 contains 4494 members 
Mstep: Class 96 contains 9852 members 
Mstep: Class 97 contains 5604 members 
Mstep: Class 98 contains 1936 members 
Mstep: Class 99 contains 2662 members 
Mstep: Class 100 contains 2255 members 
Mstep: Class 101 contains 5481 members 
Mstep: Class 102 contains 1657 members 
Mstep: Class 103 contains 2109 members 
Mstep: Class 104 contains 5761 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287008.000000 Penalty: 377274.406250
Iteration 171Q: 106 clusters Score -2.12287e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 17188 members 
Mstep: Class 3 contains 108831 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 54300 members 
Mstep: Class 9 contains 19068 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 24612 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 58745 members 
Mstep: Class 16 contains 51410 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 38660 members 
Mstep: Class 19 contains 248328 members 
Mstep: Class 20 contains 33079 members 
Mstep: Class 21 contains 12513 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140152 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 25907 members 
Mstep: Class 26 contains 7567 members 
Mstep: Class 27 contains 9840 members 
Mstep: Class 28 contains 11698 members 
Mstep: Class 29 contains 10936 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2409 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 172071 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 61360 members 
Mstep: Class 36 contains 18014 members 
Mstep: Class 37 contains 6001 members 
Mstep: Class 38 contains 4230 members 
Mstep: Class 39 contains 19516 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 8988 members 
Mstep: Class 43 contains 8881 members 
Mstep: Class 44 contains 51318 members 
Mstep: Class 45 contains 2763 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 2444 members 
Mstep: Class 48 contains 15250 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 43559 members 
Mstep: Class 51 contains 33812 members 
Mstep: Class 52 contains 5194 members 
Mstep: Class 53 contains 4629 members 
Mstep: Class 54 contains 7783 members 
Mstep: Class 55 contains 20321 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 4800 members 
Mstep: Class 58 contains 7171 members 
Mstep: Class 59 contains 1689 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5723 members 
Mstep: Class 62 contains 3344 members 
Mstep: Class 63 contains 27714 members 
Mstep: Class 64 contains 5769 members 
Mstep: Class 65 contains 4764 members 
Mstep: Class 66 contains 5861 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 27060 members 
Mstep: Class 70 contains 12479 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5843 members 
Mstep: Class 73 contains 133397 members 
Mstep: Class 74 contains 13163 members 
Mstep: Class 75 contains 11803 members 
Mstep: Class 76 contains 11132 members 
Mstep: Class 77 contains 5981 members 
Mstep: Class 78 contains 15308 members 
Mstep: Class 79 contains 23790 members 
Mstep: Class 80 contains 6332 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23856 members 
Mstep: Class 83 contains 4078 members 
Mstep: Class 84 contains 7830 members 
Mstep: Class 85 contains 27126 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7679 members 
Mstep: Class 88 contains 7283 members 
Mstep: Class 89 contains 7694 members 
Mstep: Class 90 contains 4562 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3761 members 
Mstep: Class 93 contains 8119 members 
Mstep: Class 94 contains 4810 members 
Mstep: Class 95 contains 4495 members 
Mstep: Class 96 contains 9886 members 
Mstep: Class 97 contains 5604 members 
Mstep: Class 98 contains 1933 members 
Mstep: Class 99 contains 2662 members 
Mstep: Class 100 contains 2264 members 
Mstep: Class 101 contains 5504 members 
Mstep: Class 102 contains 1671 members 
Mstep: Class 103 contains 2108 members 
Mstep: Class 104 contains 5769 members 
Mstep: Class 105 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212286912.000000 Penalty: 377274.406250
Iteration 172Q: 106 clusters Score -2.122869e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 17185 members 
Mstep: Class 3 contains 108789 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 54085 members 
Mstep: Class 9 contains 19065 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24620 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 58667 members 
Mstep: Class 16 contains 51406 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 38662 members 
Mstep: Class 19 contains 248309 members 
Mstep: Class 20 contains 33133 members 
Mstep: Class 21 contains 12511 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140143 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 25901 members 
Mstep: Class 26 contains 7553 members 
Mstep: Class 27 contains 9857 members 
Mstep: Class 28 contains 11680 members 
Mstep: Class 29 contains 10939 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 2404 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 172026 members 
Mstep: Class 34 contains 4931 members 
Mstep: Class 35 contains 61343 members 
Mstep: Class 36 contains 17981 members 
Mstep: Class 37 contains 6004 members 
Mstep: Class 38 contains 4215 members 
Mstep: Class 39 contains 19512 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6124 members 
Mstep: Class 42 contains 9006 members 
Mstep: Class 43 contains 8970 members 
Mstep: Class 44 contains 51309 members 
Mstep: Class 45 contains 2755 members 
Mstep: Class 46 contains 2498 members 
Mstep: Class 47 contains 2448 members 
Mstep: Class 48 contains 15248 members 
Mstep: Class 49 contains 2617 members 
Mstep: Class 50 contains 43540 members 
Mstep: Class 51 contains 33824 members 
Mstep: Class 52 contains 5198 members 
Mstep: Class 53 contains 4630 members 
Mstep: Class 54 contains 7782 members 
Mstep: Class 55 contains 20388 members 
Mstep: Class 56 contains 6475 members 
Mstep: Class 57 contains 4825 members 
Mstep: Class 58 contains 7202 members 
Mstep: Class 59 contains 1689 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5725 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27698 members 
Mstep: Class 64 contains 5759 members 
Mstep: Class 65 contains 4767 members 
Mstep: Class 66 contains 5859 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 27264 members 
Mstep: Class 70 contains 12511 members 
Mstep: Class 71 contains 3089 members 
Mstep: Class 72 contains 5830 members 
Mstep: Class 73 contains 133389 members 
Mstep: Class 74 contains 13180 members 
Mstep: Class 75 contains 11798 members 
Mstep: Class 76 contains 11132 members 
Mstep: Class 77 contains 5991 members 
Mstep: Class 78 contains 15316 members 
Mstep: Class 79 contains 23807 members 
Mstep: Class 80 contains 6341 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23791 members 
Mstep: Class 83 contains 4073 members 
Mstep: Class 84 contains 7804 members 
Mstep: Class 85 contains 27187 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7688 members 
Mstep: Class 88 contains 7288 members 
Mstep: Class 89 contains 7666 members 
Mstep: Class 90 contains 4580 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3759 members 
Mstep: Class 93 contains 8131 members 
Mstep: Class 94 contains 4806 members 
Mstep: Class 95 contains 4498 members 
Mstep: Class 96 contains 9910 members 
Mstep: Class 97 contains 5602 members 
Mstep: Class 98 contains 1930 members 
Mstep: Class 99 contains 2662 members 
Mstep: Class 100 contains 2271 members 
Mstep: Class 101 contains 5525 members 
Mstep: Class 102 contains 1680 members 
Mstep: Class 103 contains 2109 members 
Mstep: Class 104 contains 5773 members 
Mstep: Class 105 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287280.000000 Penalty: 377274.406250
Iteration 173Q: 106 clusters Score -2.122873e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 17181 members 
Mstep: Class 3 contains 108742 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 8 contains 53893 members 
Mstep: Class 9 contains 19055 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24626 members 
Mstep: Class 12 contains 4099 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 58611 members 
Mstep: Class 16 contains 51400 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 38665 members 
Mstep: Class 19 contains 248284 members 
Mstep: Class 20 contains 33168 members 
Mstep: Class 21 contains 12515 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140146 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 25880 members 
Mstep: Class 26 contains 7532 members 
Mstep: Class 27 contains 9881 members 
Mstep: Class 28 contains 11657 members 
Mstep: Class 29 contains 10936 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 7045 members 
Mstep: Class 33 contains 171998 members 
Mstep: Class 34 contains 4940 members 
Mstep: Class 35 contains 61319 members 
Mstep: Class 36 contains 17959 members 
Mstep: Class 37 contains 6009 members 
Mstep: Class 38 contains 4211 members 
Mstep: Class 39 contains 19507 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6124 members 
Mstep: Class 42 contains 9015 members 
Mstep: Class 43 contains 9050 members 
Mstep: Class 44 contains 51295 members 
Mstep: Class 45 contains 2748 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 2452 members 
Mstep: Class 48 contains 15245 members 
Mstep: Class 49 contains 2620 members 
Mstep: Class 50 contains 43529 members 
Mstep: Class 51 contains 33824 members 
Mstep: Class 52 contains 5208 members 
Mstep: Class 53 contains 4629 members 
Mstep: Class 54 contains 7777 members 
Mstep: Class 55 contains 20453 members 
Mstep: Class 56 contains 6475 members 
Mstep: Class 57 contains 4847 members 
Mstep: Class 58 contains 7230 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5729 members 
Mstep: Class 62 contains 3345 members 
Mstep: Class 63 contains 27684 members 
Mstep: Class 64 contains 5751 members 
Mstep: Class 65 contains 4771 members 
Mstep: Class 66 contains 5859 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1837 members 
Mstep: Class 69 contains 27445 members 
Mstep: Class 70 contains 12533 members 
Mstep: Class 71 contains 3089 members 
Mstep: Class 72 contains 5813 members 
Mstep: Class 73 contains 133381 members 
Mstep: Class 74 contains 13204 members 
Mstep: Class 75 contains 11791 members 
Mstep: Class 76 contains 11135 members 
Mstep: Class 77 contains 5995 members 
Mstep: Class 78 contains 15316 members 
Mstep: Class 79 contains 23818 members 
Mstep: Class 80 contains 6350 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23722 members 
Mstep: Class 83 contains 4069 members 
Mstep: Class 84 contains 7785 members 
Mstep: Class 85 contains 27237 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7697 members 
Mstep: Class 88 contains 7294 members 
Mstep: Class 89 contains 7649 members 
Mstep: Class 90 contains 4595 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8143 members 
Mstep: Class 94 contains 4813 members 
Mstep: Class 95 contains 4498 members 
Mstep: Class 96 contains 9947 members 
Mstep: Class 97 contains 5596 members 
Mstep: Class 98 contains 1929 members 
Mstep: Class 99 contains 2661 members 
Mstep: Class 100 contains 2274 members 
Mstep: Class 101 contains 5543 members 
Mstep: Class 102 contains 1687 members 
Mstep: Class 103 contains 2110 members 
Mstep: Class 104 contains 5780 members 
Mstep: Class 105 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287184.000000 Penalty: 377274.406250
Iteration 174Q: 106 clusters Score -2.122872e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17185 members 
Mstep: Class 3 contains 108696 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 53716 members 
Mstep: Class 9 contains 19049 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24633 members 
Mstep: Class 12 contains 4102 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 58570 members 
Mstep: Class 16 contains 51395 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 38664 members 
Mstep: Class 19 contains 248243 members 
Mstep: Class 20 contains 33213 members 
Mstep: Class 21 contains 12518 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140147 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 25862 members 
Mstep: Class 26 contains 7514 members 
Mstep: Class 27 contains 9897 members 
Mstep: Class 28 contains 11647 members 
Mstep: Class 29 contains 10936 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 171981 members 
Mstep: Class 34 contains 4944 members 
Mstep: Class 35 contains 61306 members 
Mstep: Class 36 contains 17926 members 
Mstep: Class 37 contains 6014 members 
Mstep: Class 38 contains 4200 members 
Mstep: Class 39 contains 19498 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6125 members 
Mstep: Class 42 contains 9029 members 
Mstep: Class 43 contains 9120 members 
Mstep: Class 44 contains 51288 members 
Mstep: Class 45 contains 2742 members 
Mstep: Class 46 contains 2497 members 
Mstep: Class 47 contains 2453 members 
Mstep: Class 48 contains 15242 members 
Mstep: Class 49 contains 2621 members 
Mstep: Class 50 contains 43519 members 
Mstep: Class 51 contains 33829 members 
Mstep: Class 52 contains 5214 members 
Mstep: Class 53 contains 4629 members 
Mstep: Class 54 contains 7781 members 
Mstep: Class 55 contains 20493 members 
Mstep: Class 56 contains 6480 members 
Mstep: Class 57 contains 4865 members 
Mstep: Class 58 contains 7251 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5731 members 
Mstep: Class 62 contains 3339 members 
Mstep: Class 63 contains 27666 members 
Mstep: Class 64 contains 5746 members 
Mstep: Class 65 contains 4773 members 
Mstep: Class 66 contains 5864 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 27611 members 
Mstep: Class 70 contains 12559 members 
Mstep: Class 71 contains 3088 members 
Mstep: Class 72 contains 5795 members 
Mstep: Class 73 contains 133374 members 
Mstep: Class 74 contains 13227 members 
Mstep: Class 75 contains 11791 members 
Mstep: Class 76 contains 11136 members 
Mstep: Class 77 contains 6005 members 
Mstep: Class 78 contains 15317 members 
Mstep: Class 79 contains 23828 members 
Mstep: Class 80 contains 6360 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23654 members 
Mstep: Class 83 contains 4068 members 
Mstep: Class 84 contains 7772 members 
Mstep: Class 85 contains 27290 members 
Mstep: Class 86 contains 2735 members 
Mstep: Class 87 contains 7706 members 
Mstep: Class 88 contains 7293 members 
Mstep: Class 89 contains 7640 members 
Mstep: Class 90 contains 4596 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8158 members 
Mstep: Class 94 contains 4816 members 
Mstep: Class 95 contains 4498 members 
Mstep: Class 96 contains 9973 members 
Mstep: Class 97 contains 5595 members 
Mstep: Class 98 contains 1927 members 
Mstep: Class 99 contains 2661 members 
Mstep: Class 100 contains 2277 members 
Mstep: Class 101 contains 5554 members 
Mstep: Class 102 contains 1693 members 
Mstep: Class 103 contains 2110 members 
Mstep: Class 104 contains 5792 members 
Mstep: Class 105 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287344.000000 Penalty: 377274.406250
Iteration 175Q: 106 clusters Score -2.122873e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 17184 members 
Mstep: Class 3 contains 108644 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 53550 members 
Mstep: Class 9 contains 19051 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24638 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 4169 members 
Mstep: Class 15 contains 58550 members 
Mstep: Class 16 contains 51388 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 38662 members 
Mstep: Class 19 contains 248220 members 
Mstep: Class 20 contains 33259 members 
Mstep: Class 21 contains 12522 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140146 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 25854 members 
Mstep: Class 26 contains 7500 members 
Mstep: Class 27 contains 9910 members 
Mstep: Class 28 contains 11634 members 
Mstep: Class 29 contains 10939 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 171937 members 
Mstep: Class 34 contains 4949 members 
Mstep: Class 35 contains 61288 members 
Mstep: Class 36 contains 17898 members 
Mstep: Class 37 contains 6018 members 
Mstep: Class 38 contains 4194 members 
Mstep: Class 39 contains 19496 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 9032 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 51285 members 
Mstep: Class 45 contains 2739 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 2454 members 
Mstep: Class 48 contains 15242 members 
Mstep: Class 49 contains 2623 members 
Mstep: Class 50 contains 43509 members 
Mstep: Class 51 contains 33833 members 
Mstep: Class 52 contains 5216 members 
Mstep: Class 53 contains 4630 members 
Mstep: Class 54 contains 7780 members 
Mstep: Class 55 contains 20548 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 4885 members 
Mstep: Class 58 contains 7272 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5732 members 
Mstep: Class 62 contains 3340 members 
Mstep: Class 63 contains 27657 members 
Mstep: Class 64 contains 5743 members 
Mstep: Class 65 contains 4775 members 
Mstep: Class 66 contains 5871 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 27754 members 
Mstep: Class 70 contains 12579 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5792 members 
Mstep: Class 73 contains 133375 members 
Mstep: Class 74 contains 13249 members 
Mstep: Class 75 contains 11798 members 
Mstep: Class 76 contains 11142 members 
Mstep: Class 77 contains 6015 members 
Mstep: Class 78 contains 15316 members 
Mstep: Class 79 contains 23834 members 
Mstep: Class 80 contains 6369 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23578 members 
Mstep: Class 83 contains 4065 members 
Mstep: Class 84 contains 7754 members 
Mstep: Class 85 contains 27336 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7718 members 
Mstep: Class 88 contains 7289 members 
Mstep: Class 89 contains 7623 members 
Mstep: Class 90 contains 4599 members 
Mstep: Class 91 contains 7375 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8163 members 
Mstep: Class 94 contains 4819 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 9991 members 
Mstep: Class 97 contains 5595 members 
Mstep: Class 98 contains 1926 members 
Mstep: Class 99 contains 2661 members 
Mstep: Class 100 contains 2281 members 
Mstep: Class 101 contains 5560 members 
Mstep: Class 102 contains 1697 members 
Mstep: Class 103 contains 2111 members 
Mstep: Class 104 contains 5801 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287456.000000 Penalty: 377274.406250
Iteration 176Q: 106 clusters Score -2.122875e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 17184 members 
Mstep: Class 3 contains 108596 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 53416 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24635 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 1693 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 15 contains 58518 members 
Mstep: Class 16 contains 51385 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 38663 members 
Mstep: Class 19 contains 248185 members 
Mstep: Class 20 contains 33302 members 
Mstep: Class 21 contains 12522 members 
Mstep: Class 22 contains 2338 members 
Mstep: Class 23 contains 140141 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 25845 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 9919 members 
Mstep: Class 28 contains 11618 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 171921 members 
Mstep: Class 34 contains 4950 members 
Mstep: Class 35 contains 61284 members 
Mstep: Class 36 contains 17879 members 
Mstep: Class 37 contains 6019 members 
Mstep: Class 38 contains 4179 members 
Mstep: Class 39 contains 19495 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6127 members 
Mstep: Class 42 contains 9044 members 
Mstep: Class 43 contains 9228 members 
Mstep: Class 44 contains 51270 members 
Mstep: Class 45 contains 2737 members 
Mstep: Class 46 contains 2500 members 
Mstep: Class 47 contains 2455 members 
Mstep: Class 48 contains 15246 members 
Mstep: Class 49 contains 2623 members 
Mstep: Class 50 contains 43503 members 
Mstep: Class 51 contains 33836 members 
Mstep: Class 52 contains 5221 members 
Mstep: Class 53 contains 4630 members 
Mstep: Class 54 contains 7783 members 
Mstep: Class 55 contains 20593 members 
Mstep: Class 56 contains 6487 members 
Mstep: Class 57 contains 4906 members 
Mstep: Class 58 contains 7283 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5733 members 
Mstep: Class 62 contains 3337 members 
Mstep: Class 63 contains 27641 members 
Mstep: Class 64 contains 5741 members 
Mstep: Class 65 contains 4779 members 
Mstep: Class 66 contains 5873 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 27891 members 
Mstep: Class 70 contains 12601 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5787 members 
Mstep: Class 73 contains 133374 members 
Mstep: Class 74 contains 13266 members 
Mstep: Class 75 contains 11809 members 
Mstep: Class 76 contains 11148 members 
Mstep: Class 77 contains 6015 members 
Mstep: Class 78 contains 15312 members 
Mstep: Class 79 contains 23836 members 
Mstep: Class 80 contains 6375 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23510 members 
Mstep: Class 83 contains 4065 members 
Mstep: Class 84 contains 7740 members 
Mstep: Class 85 contains 27378 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7732 members 
Mstep: Class 88 contains 7300 members 
Mstep: Class 89 contains 7615 members 
Mstep: Class 90 contains 4598 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8177 members 
Mstep: Class 94 contains 4821 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10011 members 
Mstep: Class 97 contains 5588 members 
Mstep: Class 98 contains 1927 members 
Mstep: Class 99 contains 2660 members 
Mstep: Class 100 contains 2285 members 
Mstep: Class 101 contains 5563 members 
Mstep: Class 102 contains 1700 members 
Mstep: Class 103 contains 2112 members 
Mstep: Class 104 contains 5812 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287296.000000 Penalty: 377274.406250
Iteration 177Q: 106 clusters Score -2.122873e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 17185 members 
Mstep: Class 3 contains 108570 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 53289 members 
Mstep: Class 9 contains 19035 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24637 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 58489 members 
Mstep: Class 16 contains 51383 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 38661 members 
Mstep: Class 19 contains 248153 members 
Mstep: Class 20 contains 33347 members 
Mstep: Class 21 contains 12523 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140138 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 25833 members 
Mstep: Class 26 contains 7477 members 
Mstep: Class 27 contains 9930 members 
Mstep: Class 28 contains 11600 members 
Mstep: Class 29 contains 10939 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 171925 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 61277 members 
Mstep: Class 36 contains 17850 members 
Mstep: Class 37 contains 6020 members 
Mstep: Class 38 contains 4168 members 
Mstep: Class 39 contains 19494 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6128 members 
Mstep: Class 42 contains 9055 members 
Mstep: Class 43 contains 9284 members 
Mstep: Class 44 contains 51258 members 
Mstep: Class 45 contains 2731 members 
Mstep: Class 46 contains 2504 members 
Mstep: Class 47 contains 2456 members 
Mstep: Class 48 contains 15245 members 
Mstep: Class 49 contains 2624 members 
Mstep: Class 50 contains 43501 members 
Mstep: Class 51 contains 33838 members 
Mstep: Class 52 contains 5223 members 
Mstep: Class 53 contains 4631 members 
Mstep: Class 54 contains 7788 members 
Mstep: Class 55 contains 20629 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 4917 members 
Mstep: Class 58 contains 7294 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 1729 members 
Mstep: Class 61 contains 5734 members 
Mstep: Class 62 contains 3333 members 
Mstep: Class 63 contains 27631 members 
Mstep: Class 64 contains 5737 members 
Mstep: Class 65 contains 4783 members 
Mstep: Class 66 contains 5871 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 28001 members 
Mstep: Class 70 contains 12619 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5775 members 
Mstep: Class 73 contains 133370 members 
Mstep: Class 74 contains 13282 members 
Mstep: Class 75 contains 11820 members 
Mstep: Class 76 contains 11153 members 
Mstep: Class 77 contains 6014 members 
Mstep: Class 78 contains 15314 members 
Mstep: Class 79 contains 23838 members 
Mstep: Class 80 contains 6381 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23461 members 
Mstep: Class 83 contains 4058 members 
Mstep: Class 84 contains 7722 members 
Mstep: Class 85 contains 27412 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7740 members 
Mstep: Class 88 contains 7304 members 
Mstep: Class 89 contains 7611 members 
Mstep: Class 90 contains 4596 members 
Mstep: Class 91 contains 7374 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8188 members 
Mstep: Class 94 contains 4819 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10029 members 
Mstep: Class 97 contains 5588 members 
Mstep: Class 98 contains 1926 members 
Mstep: Class 99 contains 2661 members 
Mstep: Class 100 contains 2290 members 
Mstep: Class 101 contains 5567 members 
Mstep: Class 102 contains 1705 members 
Mstep: Class 103 contains 2114 members 
Mstep: Class 104 contains 5815 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287488.000000 Penalty: 377274.406250
Iteration 178Q: 106 clusters Score -2.122875e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 17189 members 
Mstep: Class 3 contains 108543 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 53177 members 
Mstep: Class 9 contains 19029 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24634 members 
Mstep: Class 12 contains 4115 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 58468 members 
Mstep: Class 16 contains 51382 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 38659 members 
Mstep: Class 19 contains 248136 members 
Mstep: Class 20 contains 33398 members 
Mstep: Class 21 contains 12524 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 140131 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 25821 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 9937 members 
Mstep: Class 28 contains 11587 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2398 members 
Mstep: Class 32 contains 7045 members 
Mstep: Class 33 contains 171929 members 
Mstep: Class 34 contains 4956 members 
Mstep: Class 35 contains 61271 members 
Mstep: Class 36 contains 17813 members 
Mstep: Class 37 contains 6020 members 
Mstep: Class 38 contains 4157 members 
Mstep: Class 39 contains 19493 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6129 members 
Mstep: Class 42 contains 9073 members 
Mstep: Class 43 contains 9336 members 
Mstep: Class 44 contains 51242 members 
Mstep: Class 45 contains 2729 members 
Mstep: Class 46 contains 2506 members 
Mstep: Class 47 contains 2457 members 
Mstep: Class 48 contains 15247 members 
Mstep: Class 49 contains 2627 members 
Mstep: Class 50 contains 43499 members 
Mstep: Class 51 contains 33845 members 
Mstep: Class 52 contains 5222 members 
Mstep: Class 53 contains 4632 members 
Mstep: Class 54 contains 7787 members 
Mstep: Class 55 contains 20671 members 
Mstep: Class 56 contains 6488 members 
Mstep: Class 57 contains 4926 members 
Mstep: Class 58 contains 7299 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5734 members 
Mstep: Class 62 contains 3332 members 
Mstep: Class 63 contains 27627 members 
Mstep: Class 64 contains 5735 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5872 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1838 members 
Mstep: Class 69 contains 28083 members 
Mstep: Class 70 contains 12640 members 
Mstep: Class 71 contains 3086 members 
Mstep: Class 72 contains 5771 members 
Mstep: Class 73 contains 133366 members 
Mstep: Class 74 contains 13307 members 
Mstep: Class 75 contains 11817 members 
Mstep: Class 76 contains 11150 members 
Mstep: Class 77 contains 6012 members 
Mstep: Class 78 contains 15310 members 
Mstep: Class 79 contains 23845 members 
Mstep: Class 80 contains 6386 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23413 members 
Mstep: Class 83 contains 4050 members 
Mstep: Class 84 contains 7699 members 
Mstep: Class 85 contains 27447 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7746 members 
Mstep: Class 88 contains 7301 members 
Mstep: Class 89 contains 7615 members 
Mstep: Class 90 contains 4602 members 
Mstep: Class 91 contains 7373 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8195 members 
Mstep: Class 94 contains 4823 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10040 members 
Mstep: Class 97 contains 5586 members 
Mstep: Class 98 contains 1926 members 
Mstep: Class 99 contains 2661 members 
Mstep: Class 100 contains 2292 members 
Mstep: Class 101 contains 5573 members 
Mstep: Class 102 contains 1710 members 
Mstep: Class 103 contains 2113 members 
Mstep: Class 104 contains 5818 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287920.000000 Penalty: 377274.406250
Iteration 179Q: 106 clusters Score -2.122879e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 17189 members 
Mstep: Class 3 contains 108507 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 53075 members 
Mstep: Class 9 contains 19025 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24636 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 58439 members 
Mstep: Class 16 contains 51381 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 38658 members 
Mstep: Class 19 contains 248116 members 
Mstep: Class 20 contains 33441 members 
Mstep: Class 21 contains 12528 members 
Mstep: Class 22 contains 2338 members 
Mstep: Class 23 contains 140134 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 25803 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 9939 members 
Mstep: Class 28 contains 11575 members 
Mstep: Class 29 contains 10943 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2396 members 
Mstep: Class 32 contains 7045 members 
Mstep: Class 33 contains 171912 members 
Mstep: Class 34 contains 4963 members 
Mstep: Class 35 contains 61260 members 
Mstep: Class 36 contains 17792 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4153 members 
Mstep: Class 39 contains 19488 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6132 members 
Mstep: Class 42 contains 9090 members 
Mstep: Class 43 contains 9381 members 
Mstep: Class 44 contains 51230 members 
Mstep: Class 45 contains 2727 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2458 members 
Mstep: Class 48 contains 15250 members 
Mstep: Class 49 contains 2629 members 
Mstep: Class 50 contains 43496 members 
Mstep: Class 51 contains 33847 members 
Mstep: Class 52 contains 5223 members 
Mstep: Class 53 contains 4632 members 
Mstep: Class 54 contains 7791 members 
Mstep: Class 55 contains 20706 members 
Mstep: Class 56 contains 6487 members 
Mstep: Class 57 contains 4925 members 
Mstep: Class 58 contains 7302 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5734 members 
Mstep: Class 62 contains 3329 members 
Mstep: Class 63 contains 27624 members 
Mstep: Class 64 contains 5732 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5872 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28176 members 
Mstep: Class 70 contains 12658 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5770 members 
Mstep: Class 73 contains 133358 members 
Mstep: Class 74 contains 13333 members 
Mstep: Class 75 contains 11820 members 
Mstep: Class 76 contains 11152 members 
Mstep: Class 77 contains 6014 members 
Mstep: Class 78 contains 15307 members 
Mstep: Class 79 contains 23851 members 
Mstep: Class 80 contains 6388 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23360 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7683 members 
Mstep: Class 85 contains 27482 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7759 members 
Mstep: Class 88 contains 7311 members 
Mstep: Class 89 contains 7617 members 
Mstep: Class 90 contains 4612 members 
Mstep: Class 91 contains 7371 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8200 members 
Mstep: Class 94 contains 4831 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10051 members 
Mstep: Class 97 contains 5585 members 
Mstep: Class 98 contains 1926 members 
Mstep: Class 99 contains 2661 members 
Mstep: Class 100 contains 2293 members 
Mstep: Class 101 contains 5575 members 
Mstep: Class 102 contains 1714 members 
Mstep: Class 103 contains 2113 members 
Mstep: Class 104 contains 5820 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287824.000000 Penalty: 377274.406250
Iteration 180F: 106 clusters Score -2.122878e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 17184 members 
Mstep: Class 3 contains 108464 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 52978 members 
Mstep: Class 9 contains 19017 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24642 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 58413 members 
Mstep: Class 16 contains 51379 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 38656 members 
Mstep: Class 19 contains 248097 members 
Mstep: Class 20 contains 33464 members 
Mstep: Class 21 contains 12532 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140130 members 
Mstep: Class 24 contains 2595 members 
Mstep: Class 25 contains 25782 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 9950 members 
Mstep: Class 28 contains 11561 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 171904 members 
Mstep: Class 34 contains 4965 members 
Mstep: Class 35 contains 61252 members 
Mstep: Class 36 contains 17771 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4146 members 
Mstep: Class 39 contains 19487 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6139 members 
Mstep: Class 42 contains 9113 members 
Mstep: Class 43 contains 9439 members 
Mstep: Class 44 contains 51208 members 
Mstep: Class 45 contains 2727 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2459 members 
Mstep: Class 48 contains 15256 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43489 members 
Mstep: Class 51 contains 33852 members 
Mstep: Class 52 contains 5231 members 
Mstep: Class 53 contains 4631 members 
Mstep: Class 54 contains 7797 members 
Mstep: Class 55 contains 20739 members 
Mstep: Class 56 contains 6481 members 
Mstep: Class 57 contains 4967 members 
Mstep: Class 58 contains 7308 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5734 members 
Mstep: Class 62 contains 3327 members 
Mstep: Class 63 contains 27623 members 
Mstep: Class 64 contains 5734 members 
Mstep: Class 65 contains 4784 members 
Mstep: Class 66 contains 5872 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28259 members 
Mstep: Class 70 contains 12679 members 
Mstep: Class 71 contains 3086 members 
Mstep: Class 72 contains 5766 members 
Mstep: Class 73 contains 133359 members 
Mstep: Class 74 contains 13354 members 
Mstep: Class 75 contains 11820 members 
Mstep: Class 76 contains 11157 members 
Mstep: Class 77 contains 6013 members 
Mstep: Class 78 contains 15306 members 
Mstep: Class 79 contains 23857 members 
Mstep: Class 80 contains 6394 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23299 members 
Mstep: Class 83 contains 4034 members 
Mstep: Class 84 contains 7666 members 
Mstep: Class 85 contains 27513 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7771 members 
Mstep: Class 88 contains 7279 members 
Mstep: Class 89 contains 7614 members 
Mstep: Class 90 contains 4620 members 
Mstep: Class 91 contains 7375 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8207 members 
Mstep: Class 94 contains 4830 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10065 members 
Mstep: Class 97 contains 5581 members 
Mstep: Class 98 contains 1927 members 
Mstep: Class 99 contains 2662 members 
Mstep: Class 100 contains 2295 members 
Mstep: Class 101 contains 5578 members 
Mstep: Class 102 contains 1718 members 
Mstep: Class 103 contains 2114 members 
Mstep: Class 104 contains 5822 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287616.000000 Penalty: 377274.406250
Iteration 181Q: 106 clusters Score -2.122876e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 17179 members 
Mstep: Class 3 contains 108423 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 52890 members 
Mstep: Class 9 contains 19006 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24645 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 58388 members 
Mstep: Class 16 contains 51374 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 38655 members 
Mstep: Class 19 contains 248078 members 
Mstep: Class 20 contains 33487 members 
Mstep: Class 21 contains 12536 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140126 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 25768 members 
Mstep: Class 26 contains 7436 members 
Mstep: Class 27 contains 9958 members 
Mstep: Class 28 contains 11553 members 
Mstep: Class 29 contains 10943 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2388 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 171851 members 
Mstep: Class 34 contains 4970 members 
Mstep: Class 35 contains 61247 members 
Mstep: Class 36 contains 17758 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4140 members 
Mstep: Class 39 contains 19486 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6141 members 
Mstep: Class 42 contains 9122 members 
Mstep: Class 43 contains 9482 members 
Mstep: Class 44 contains 51198 members 
Mstep: Class 45 contains 2726 members 
Mstep: Class 46 contains 2509 members 
Mstep: Class 47 contains 2459 members 
Mstep: Class 48 contains 15264 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43486 members 
Mstep: Class 51 contains 33856 members 
Mstep: Class 52 contains 5237 members 
Mstep: Class 53 contains 4630 members 
Mstep: Class 54 contains 7800 members 
Mstep: Class 55 contains 20762 members 
Mstep: Class 56 contains 6473 members 
Mstep: Class 57 contains 5012 members 
Mstep: Class 58 contains 7312 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5734 members 
Mstep: Class 62 contains 3320 members 
Mstep: Class 63 contains 27620 members 
Mstep: Class 64 contains 5733 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5871 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28343 members 
Mstep: Class 70 contains 12704 members 
Mstep: Class 71 contains 3088 members 
Mstep: Class 72 contains 5756 members 
Mstep: Class 73 contains 133368 members 
Mstep: Class 74 contains 13368 members 
Mstep: Class 75 contains 11827 members 
Mstep: Class 76 contains 11161 members 
Mstep: Class 77 contains 6023 members 
Mstep: Class 78 contains 15307 members 
Mstep: Class 79 contains 23860 members 
Mstep: Class 80 contains 6395 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23245 members 
Mstep: Class 83 contains 4034 members 
Mstep: Class 84 contains 7643 members 
Mstep: Class 85 contains 27557 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7783 members 
Mstep: Class 88 contains 7281 members 
Mstep: Class 89 contains 7607 members 
Mstep: Class 90 contains 4629 members 
Mstep: Class 91 contains 7375 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8216 members 
Mstep: Class 94 contains 4830 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10080 members 
Mstep: Class 97 contains 5577 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2663 members 
Mstep: Class 100 contains 2296 members 
Mstep: Class 101 contains 5580 members 
Mstep: Class 102 contains 1721 members 
Mstep: Class 103 contains 2115 members 
Mstep: Class 104 contains 5823 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287696.000000 Penalty: 377274.406250
Iteration 182Q: 106 clusters Score -2.122877e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 17173 members 
Mstep: Class 3 contains 108383 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 52796 members 
Mstep: Class 9 contains 19001 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24644 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 4109 members 
Mstep: Class 15 contains 58362 members 
Mstep: Class 16 contains 51371 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 38652 members 
Mstep: Class 19 contains 248066 members 
Mstep: Class 20 contains 33514 members 
Mstep: Class 21 contains 12540 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140120 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 25759 members 
Mstep: Class 26 contains 7430 members 
Mstep: Class 27 contains 9975 members 
Mstep: Class 28 contains 11550 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2384 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 171829 members 
Mstep: Class 34 contains 4971 members 
Mstep: Class 35 contains 61240 members 
Mstep: Class 36 contains 17737 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 19485 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6142 members 
Mstep: Class 42 contains 9132 members 
Mstep: Class 43 contains 9515 members 
Mstep: Class 44 contains 51179 members 
Mstep: Class 45 contains 2724 members 
Mstep: Class 46 contains 2513 members 
Mstep: Class 47 contains 2459 members 
Mstep: Class 48 contains 15267 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43480 members 
Mstep: Class 51 contains 33861 members 
Mstep: Class 52 contains 5238 members 
Mstep: Class 53 contains 4632 members 
Mstep: Class 54 contains 7804 members 
Mstep: Class 55 contains 20787 members 
Mstep: Class 56 contains 6468 members 
Mstep: Class 57 contains 5041 members 
Mstep: Class 58 contains 7314 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5734 members 
Mstep: Class 62 contains 3321 members 
Mstep: Class 63 contains 27618 members 
Mstep: Class 64 contains 5731 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5868 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28428 members 
Mstep: Class 70 contains 12734 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5751 members 
Mstep: Class 73 contains 133364 members 
Mstep: Class 74 contains 13389 members 
Mstep: Class 75 contains 11832 members 
Mstep: Class 76 contains 11161 members 
Mstep: Class 77 contains 6028 members 
Mstep: Class 78 contains 15306 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6397 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23196 members 
Mstep: Class 83 contains 4033 members 
Mstep: Class 84 contains 7626 members 
Mstep: Class 85 contains 27608 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7789 members 
Mstep: Class 88 contains 7273 members 
Mstep: Class 89 contains 7603 members 
Mstep: Class 90 contains 4635 members 
Mstep: Class 91 contains 7372 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8215 members 
Mstep: Class 94 contains 4830 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10092 members 
Mstep: Class 97 contains 5577 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2663 members 
Mstep: Class 100 contains 2297 members 
Mstep: Class 101 contains 5587 members 
Mstep: Class 102 contains 1723 members 
Mstep: Class 103 contains 2115 members 
Mstep: Class 104 contains 5824 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287552.000000 Penalty: 377274.406250
Iteration 183Q: 106 clusters Score -2.122876e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 17163 members 
Mstep: Class 3 contains 108350 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5259 members 
Mstep: Class 8 contains 52719 members 
Mstep: Class 9 contains 19003 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24645 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 4105 members 
Mstep: Class 15 contains 58326 members 
Mstep: Class 16 contains 51370 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 38652 members 
Mstep: Class 19 contains 248050 members 
Mstep: Class 20 contains 33545 members 
Mstep: Class 21 contains 12546 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140117 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 25751 members 
Mstep: Class 26 contains 7425 members 
Mstep: Class 27 contains 9988 members 
Mstep: Class 28 contains 11536 members 
Mstep: Class 29 contains 10945 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2384 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171834 members 
Mstep: Class 34 contains 4973 members 
Mstep: Class 35 contains 61241 members 
Mstep: Class 36 contains 17719 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4137 members 
Mstep: Class 39 contains 19485 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6145 members 
Mstep: Class 42 contains 9147 members 
Mstep: Class 43 contains 9542 members 
Mstep: Class 44 contains 51169 members 
Mstep: Class 45 contains 2723 members 
Mstep: Class 46 contains 2515 members 
Mstep: Class 47 contains 2460 members 
Mstep: Class 48 contains 15268 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43475 members 
Mstep: Class 51 contains 33857 members 
Mstep: Class 52 contains 5239 members 
Mstep: Class 53 contains 4631 members 
Mstep: Class 54 contains 7809 members 
Mstep: Class 55 contains 20800 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 5059 members 
Mstep: Class 58 contains 7318 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5735 members 
Mstep: Class 62 contains 3318 members 
Mstep: Class 63 contains 27615 members 
Mstep: Class 64 contains 5728 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5861 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28496 members 
Mstep: Class 70 contains 12762 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5748 members 
Mstep: Class 73 contains 133351 members 
Mstep: Class 74 contains 13402 members 
Mstep: Class 75 contains 11829 members 
Mstep: Class 76 contains 11160 members 
Mstep: Class 77 contains 6035 members 
Mstep: Class 78 contains 15307 members 
Mstep: Class 79 contains 23868 members 
Mstep: Class 80 contains 6400 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23145 members 
Mstep: Class 83 contains 4026 members 
Mstep: Class 84 contains 7601 members 
Mstep: Class 85 contains 27671 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7795 members 
Mstep: Class 88 contains 7271 members 
Mstep: Class 89 contains 7600 members 
Mstep: Class 90 contains 4645 members 
Mstep: Class 91 contains 7370 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8221 members 
Mstep: Class 94 contains 4834 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10099 members 
Mstep: Class 97 contains 5575 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2664 members 
Mstep: Class 100 contains 2297 members 
Mstep: Class 101 contains 5592 members 
Mstep: Class 102 contains 1722 members 
Mstep: Class 103 contains 2115 members 
Mstep: Class 104 contains 5825 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287280.000000 Penalty: 377274.406250
Iteration 184Q: 106 clusters Score -2.122873e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 17154 members 
Mstep: Class 3 contains 108318 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 52631 members 
Mstep: Class 9 contains 18996 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24647 members 
Mstep: Class 12 contains 4124 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 4098 members 
Mstep: Class 15 contains 58297 members 
Mstep: Class 16 contains 51365 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 38652 members 
Mstep: Class 19 contains 248036 members 
Mstep: Class 20 contains 33567 members 
Mstep: Class 21 contains 12555 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140121 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25742 members 
Mstep: Class 26 contains 7422 members 
Mstep: Class 27 contains 10017 members 
Mstep: Class 28 contains 11534 members 
Mstep: Class 29 contains 10945 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171816 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 61231 members 
Mstep: Class 36 contains 17704 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4134 members 
Mstep: Class 39 contains 19485 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6148 members 
Mstep: Class 42 contains 9159 members 
Mstep: Class 43 contains 9569 members 
Mstep: Class 44 contains 51161 members 
Mstep: Class 45 contains 2721 members 
Mstep: Class 46 contains 2517 members 
Mstep: Class 47 contains 2460 members 
Mstep: Class 48 contains 15269 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43472 members 
Mstep: Class 51 contains 33858 members 
Mstep: Class 52 contains 5241 members 
Mstep: Class 53 contains 4632 members 
Mstep: Class 54 contains 7815 members 
Mstep: Class 55 contains 20812 members 
Mstep: Class 56 contains 6478 members 
Mstep: Class 57 contains 5079 members 
Mstep: Class 58 contains 7320 members 
Mstep: Class 59 contains 1692 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5735 members 
Mstep: Class 62 contains 3316 members 
Mstep: Class 63 contains 27612 members 
Mstep: Class 64 contains 5725 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5864 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28550 members 
Mstep: Class 70 contains 12786 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5744 members 
Mstep: Class 73 contains 133347 members 
Mstep: Class 74 contains 13418 members 
Mstep: Class 75 contains 11833 members 
Mstep: Class 76 contains 11164 members 
Mstep: Class 77 contains 6043 members 
Mstep: Class 78 contains 15305 members 
Mstep: Class 79 contains 23876 members 
Mstep: Class 80 contains 6404 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23102 members 
Mstep: Class 83 contains 4022 members 
Mstep: Class 84 contains 7587 members 
Mstep: Class 85 contains 27727 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7796 members 
Mstep: Class 88 contains 7256 members 
Mstep: Class 89 contains 7597 members 
Mstep: Class 90 contains 4651 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3756 members 
Mstep: Class 93 contains 8227 members 
Mstep: Class 94 contains 4833 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10109 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2665 members 
Mstep: Class 100 contains 2297 members 
Mstep: Class 101 contains 5596 members 
Mstep: Class 102 contains 1722 members 
Mstep: Class 103 contains 2117 members 
Mstep: Class 104 contains 5826 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287328.000000 Penalty: 377274.406250
Iteration 185Q: 106 clusters Score -2.122873e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 17149 members 
Mstep: Class 3 contains 108290 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 52562 members 
Mstep: Class 9 contains 18988 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24656 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 4091 members 
Mstep: Class 15 contains 58265 members 
Mstep: Class 16 contains 51367 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 38653 members 
Mstep: Class 19 contains 248021 members 
Mstep: Class 20 contains 33587 members 
Mstep: Class 21 contains 12559 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140128 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25730 members 
Mstep: Class 26 contains 7419 members 
Mstep: Class 27 contains 10037 members 
Mstep: Class 28 contains 11530 members 
Mstep: Class 29 contains 10942 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 2388 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171802 members 
Mstep: Class 34 contains 4977 members 
Mstep: Class 35 contains 61220 members 
Mstep: Class 36 contains 17677 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4132 members 
Mstep: Class 39 contains 19485 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6149 members 
Mstep: Class 42 contains 9168 members 
Mstep: Class 43 contains 9591 members 
Mstep: Class 44 contains 51156 members 
Mstep: Class 45 contains 2719 members 
Mstep: Class 46 contains 2514 members 
Mstep: Class 47 contains 2460 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43468 members 
Mstep: Class 51 contains 33852 members 
Mstep: Class 52 contains 5249 members 
Mstep: Class 53 contains 4634 members 
Mstep: Class 54 contains 7821 members 
Mstep: Class 55 contains 20811 members 
Mstep: Class 56 contains 6477 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 7321 members 
Mstep: Class 59 contains 1693 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 3316 members 
Mstep: Class 63 contains 27605 members 
Mstep: Class 64 contains 5721 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5865 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28615 members 
Mstep: Class 70 contains 12807 members 
Mstep: Class 71 contains 3086 members 
Mstep: Class 72 contains 5738 members 
Mstep: Class 73 contains 133341 members 
Mstep: Class 74 contains 13432 members 
Mstep: Class 75 contains 11840 members 
Mstep: Class 76 contains 11164 members 
Mstep: Class 77 contains 6044 members 
Mstep: Class 78 contains 15304 members 
Mstep: Class 79 contains 23880 members 
Mstep: Class 80 contains 6408 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23056 members 
Mstep: Class 83 contains 4022 members 
Mstep: Class 84 contains 7582 members 
Mstep: Class 85 contains 27762 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7801 members 
Mstep: Class 88 contains 7252 members 
Mstep: Class 89 contains 7599 members 
Mstep: Class 90 contains 4656 members 
Mstep: Class 91 contains 7372 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8238 members 
Mstep: Class 94 contains 4837 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10121 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2667 members 
Mstep: Class 100 contains 2297 members 
Mstep: Class 101 contains 5601 members 
Mstep: Class 102 contains 1722 members 
Mstep: Class 103 contains 2118 members 
Mstep: Class 104 contains 5826 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287632.000000 Penalty: 377274.406250
Iteration 186Q: 106 clusters Score -2.122876e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 17142 members 
Mstep: Class 3 contains 108261 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 52486 members 
Mstep: Class 9 contains 18977 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24658 members 
Mstep: Class 12 contains 4130 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 58236 members 
Mstep: Class 16 contains 51371 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 38651 members 
Mstep: Class 19 contains 248011 members 
Mstep: Class 20 contains 33610 members 
Mstep: Class 21 contains 12561 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140132 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25717 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 10064 members 
Mstep: Class 28 contains 11527 members 
Mstep: Class 29 contains 10941 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2384 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171781 members 
Mstep: Class 34 contains 4981 members 
Mstep: Class 35 contains 61215 members 
Mstep: Class 36 contains 17653 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4129 members 
Mstep: Class 39 contains 19485 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6149 members 
Mstep: Class 42 contains 9177 members 
Mstep: Class 43 contains 9607 members 
Mstep: Class 44 contains 51148 members 
Mstep: Class 45 contains 2716 members 
Mstep: Class 46 contains 2509 members 
Mstep: Class 47 contains 2462 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43466 members 
Mstep: Class 51 contains 33849 members 
Mstep: Class 52 contains 5253 members 
Mstep: Class 53 contains 4634 members 
Mstep: Class 54 contains 7835 members 
Mstep: Class 55 contains 20807 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 5136 members 
Mstep: Class 58 contains 7322 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5739 members 
Mstep: Class 62 contains 3308 members 
Mstep: Class 63 contains 27601 members 
Mstep: Class 64 contains 5719 members 
Mstep: Class 65 contains 4785 members 
Mstep: Class 66 contains 5867 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28684 members 
Mstep: Class 70 contains 12844 members 
Mstep: Class 71 contains 3087 members 
Mstep: Class 72 contains 5736 members 
Mstep: Class 73 contains 133333 members 
Mstep: Class 74 contains 13450 members 
Mstep: Class 75 contains 11846 members 
Mstep: Class 76 contains 11165 members 
Mstep: Class 77 contains 6047 members 
Mstep: Class 78 contains 15303 members 
Mstep: Class 79 contains 23885 members 
Mstep: Class 80 contains 6411 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 23003 members 
Mstep: Class 83 contains 4025 members 
Mstep: Class 84 contains 7570 members 
Mstep: Class 85 contains 27798 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7806 members 
Mstep: Class 88 contains 7249 members 
Mstep: Class 89 contains 7598 members 
Mstep: Class 90 contains 4658 members 
Mstep: Class 91 contains 7373 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8247 members 
Mstep: Class 94 contains 4842 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10131 members 
Mstep: Class 97 contains 5574 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2668 members 
Mstep: Class 100 contains 2297 members 
Mstep: Class 101 contains 5607 members 
Mstep: Class 102 contains 1723 members 
Mstep: Class 103 contains 2118 members 
Mstep: Class 104 contains 5827 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287824.000000 Penalty: 377274.406250
Iteration 187Q: 106 clusters Score -2.122878e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 17134 members 
Mstep: Class 3 contains 108241 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 52412 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24663 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 4087 members 
Mstep: Class 15 contains 58225 members 
Mstep: Class 16 contains 51372 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 38650 members 
Mstep: Class 19 contains 248008 members 
Mstep: Class 20 contains 33623 members 
Mstep: Class 21 contains 12565 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140135 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25685 members 
Mstep: Class 26 contains 7415 members 
Mstep: Class 27 contains 10097 members 
Mstep: Class 28 contains 11524 members 
Mstep: Class 29 contains 10943 members 
Mstep: Class 30 contains 1652 members 
Mstep: Class 31 contains 2378 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171746 members 
Mstep: Class 34 contains 4982 members 
Mstep: Class 35 contains 61209 members 
Mstep: Class 36 contains 17645 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4125 members 
Mstep: Class 39 contains 19484 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 9177 members 
Mstep: Class 43 contains 9609 members 
Mstep: Class 44 contains 51146 members 
Mstep: Class 45 contains 2713 members 
Mstep: Class 46 contains 2507 members 
Mstep: Class 47 contains 2464 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43462 members 
Mstep: Class 51 contains 33847 members 
Mstep: Class 52 contains 5254 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7842 members 
Mstep: Class 55 contains 20820 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5172 members 
Mstep: Class 58 contains 7324 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27598 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4786 members 
Mstep: Class 66 contains 5865 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1839 members 
Mstep: Class 69 contains 28733 members 
Mstep: Class 70 contains 12866 members 
Mstep: Class 71 contains 3086 members 
Mstep: Class 72 contains 5735 members 
Mstep: Class 73 contains 133329 members 
Mstep: Class 74 contains 13473 members 
Mstep: Class 75 contains 11851 members 
Mstep: Class 76 contains 11165 members 
Mstep: Class 77 contains 6055 members 
Mstep: Class 78 contains 15304 members 
Mstep: Class 79 contains 23890 members 
Mstep: Class 80 contains 6411 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22968 members 
Mstep: Class 83 contains 4027 members 
Mstep: Class 84 contains 7556 members 
Mstep: Class 85 contains 27841 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7811 members 
Mstep: Class 88 contains 7250 members 
Mstep: Class 89 contains 7598 members 
Mstep: Class 90 contains 4662 members 
Mstep: Class 91 contains 7373 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8248 members 
Mstep: Class 94 contains 4843 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10139 members 
Mstep: Class 97 contains 5575 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2297 members 
Mstep: Class 101 contains 5614 members 
Mstep: Class 102 contains 1724 members 
Mstep: Class 103 contains 2118 members 
Mstep: Class 104 contains 5829 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287856.000000 Penalty: 377274.406250
Iteration 188Q: 106 clusters Score -2.122879e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 17132 members 
Mstep: Class 3 contains 108224 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 52345 members 
Mstep: Class 9 contains 18965 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24669 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 58210 members 
Mstep: Class 16 contains 51373 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 38646 members 
Mstep: Class 19 contains 247997 members 
Mstep: Class 20 contains 33641 members 
Mstep: Class 21 contains 12565 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140138 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25665 members 
Mstep: Class 26 contains 7407 members 
Mstep: Class 27 contains 10119 members 
Mstep: Class 28 contains 11523 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171720 members 
Mstep: Class 34 contains 4992 members 
Mstep: Class 35 contains 61203 members 
Mstep: Class 36 contains 17631 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 19484 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 9177 members 
Mstep: Class 43 contains 9608 members 
Mstep: Class 44 contains 51139 members 
Mstep: Class 45 contains 2710 members 
Mstep: Class 46 contains 2509 members 
Mstep: Class 47 contains 2466 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43461 members 
Mstep: Class 51 contains 33846 members 
Mstep: Class 52 contains 5261 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7848 members 
Mstep: Class 55 contains 20844 members 
Mstep: Class 56 contains 6475 members 
Mstep: Class 57 contains 5204 members 
Mstep: Class 58 contains 7324 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3311 members 
Mstep: Class 63 contains 27598 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4786 members 
Mstep: Class 66 contains 5867 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 28785 members 
Mstep: Class 70 contains 12888 members 
Mstep: Class 71 contains 3089 members 
Mstep: Class 72 contains 5736 members 
Mstep: Class 73 contains 133322 members 
Mstep: Class 74 contains 13494 members 
Mstep: Class 75 contains 11858 members 
Mstep: Class 76 contains 11164 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15306 members 
Mstep: Class 79 contains 23898 members 
Mstep: Class 80 contains 6411 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22948 members 
Mstep: Class 83 contains 4027 members 
Mstep: Class 84 contains 7545 members 
Mstep: Class 85 contains 27860 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7815 members 
Mstep: Class 88 contains 7246 members 
Mstep: Class 89 contains 7598 members 
Mstep: Class 90 contains 4660 members 
Mstep: Class 91 contains 7372 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8250 members 
Mstep: Class 94 contains 4843 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10143 members 
Mstep: Class 97 contains 5573 members 
Mstep: Class 98 contains 1928 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2298 members 
Mstep: Class 101 contains 5623 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2118 members 
Mstep: Class 104 contains 5834 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288160.000000 Penalty: 377274.406250
Iteration 189Q: 106 clusters Score -2.122882e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17128 members 
Mstep: Class 3 contains 108211 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 52283 members 
Mstep: Class 9 contains 18956 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24672 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 58194 members 
Mstep: Class 16 contains 51376 members 
Mstep: Class 17 contains 6433 members 
Mstep: Class 18 contains 38645 members 
Mstep: Class 19 contains 247987 members 
Mstep: Class 20 contains 33648 members 
Mstep: Class 21 contains 12566 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140146 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25648 members 
Mstep: Class 26 contains 7403 members 
Mstep: Class 27 contains 10148 members 
Mstep: Class 28 contains 11518 members 
Mstep: Class 29 contains 10942 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171700 members 
Mstep: Class 34 contains 4994 members 
Mstep: Class 35 contains 61195 members 
Mstep: Class 36 contains 17622 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19484 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 9178 members 
Mstep: Class 43 contains 9612 members 
Mstep: Class 44 contains 51129 members 
Mstep: Class 45 contains 2708 members 
Mstep: Class 46 contains 2509 members 
Mstep: Class 47 contains 2468 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43459 members 
Mstep: Class 51 contains 33845 members 
Mstep: Class 52 contains 5265 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7866 members 
Mstep: Class 55 contains 20868 members 
Mstep: Class 56 contains 6479 members 
Mstep: Class 57 contains 5235 members 
Mstep: Class 58 contains 7325 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3308 members 
Mstep: Class 63 contains 27595 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4788 members 
Mstep: Class 66 contains 5868 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 28841 members 
Mstep: Class 70 contains 12901 members 
Mstep: Class 71 contains 3091 members 
Mstep: Class 72 contains 5734 members 
Mstep: Class 73 contains 133314 members 
Mstep: Class 74 contains 13499 members 
Mstep: Class 75 contains 11860 members 
Mstep: Class 76 contains 11166 members 
Mstep: Class 77 contains 6055 members 
Mstep: Class 78 contains 15306 members 
Mstep: Class 79 contains 23899 members 
Mstep: Class 80 contains 6413 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22921 members 
Mstep: Class 83 contains 4031 members 
Mstep: Class 84 contains 7536 members 
Mstep: Class 85 contains 27882 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7816 members 
Mstep: Class 88 contains 7239 members 
Mstep: Class 89 contains 7597 members 
Mstep: Class 90 contains 4657 members 
Mstep: Class 91 contains 7371 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8260 members 
Mstep: Class 94 contains 4846 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10151 members 
Mstep: Class 97 contains 5573 members 
Mstep: Class 98 contains 1927 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2298 members 
Mstep: Class 101 contains 5633 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2119 members 
Mstep: Class 104 contains 5839 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288320.000000 Penalty: 377274.406250
Iteration 190Q: 106 clusters Score -2.122883e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 17122 members 
Mstep: Class 3 contains 108201 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 6012 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 52229 members 
Mstep: Class 9 contains 18955 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24676 members 
Mstep: Class 12 contains 4137 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 58182 members 
Mstep: Class 16 contains 51372 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 38643 members 
Mstep: Class 19 contains 247978 members 
Mstep: Class 20 contains 33659 members 
Mstep: Class 21 contains 12566 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140152 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25624 members 
Mstep: Class 26 contains 7398 members 
Mstep: Class 27 contains 10164 members 
Mstep: Class 28 contains 11514 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171711 members 
Mstep: Class 34 contains 4991 members 
Mstep: Class 35 contains 61180 members 
Mstep: Class 36 contains 17606 members 
Mstep: Class 37 contains 6021 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19484 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9184 members 
Mstep: Class 43 contains 9621 members 
Mstep: Class 44 contains 51116 members 
Mstep: Class 45 contains 2707 members 
Mstep: Class 46 contains 2511 members 
Mstep: Class 47 contains 2472 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43458 members 
Mstep: Class 51 contains 33847 members 
Mstep: Class 52 contains 5265 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7883 members 
Mstep: Class 55 contains 20903 members 
Mstep: Class 56 contains 6478 members 
Mstep: Class 57 contains 5254 members 
Mstep: Class 58 contains 7326 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3302 members 
Mstep: Class 63 contains 27592 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4788 members 
Mstep: Class 66 contains 5870 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 28878 members 
Mstep: Class 70 contains 12915 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5734 members 
Mstep: Class 73 contains 133305 members 
Mstep: Class 74 contains 13505 members 
Mstep: Class 75 contains 11863 members 
Mstep: Class 76 contains 11166 members 
Mstep: Class 77 contains 6053 members 
Mstep: Class 78 contains 15304 members 
Mstep: Class 79 contains 23903 members 
Mstep: Class 80 contains 6414 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22893 members 
Mstep: Class 83 contains 4036 members 
Mstep: Class 84 contains 7533 members 
Mstep: Class 85 contains 27897 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7819 members 
Mstep: Class 88 contains 7246 members 
Mstep: Class 89 contains 7600 members 
Mstep: Class 90 contains 4658 members 
Mstep: Class 91 contains 7371 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8270 members 
Mstep: Class 94 contains 4852 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10158 members 
Mstep: Class 97 contains 5573 members 
Mstep: Class 98 contains 1926 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2298 members 
Mstep: Class 101 contains 5637 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2119 members 
Mstep: Class 104 contains 5841 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287968.000000 Penalty: 377274.406250
Iteration 191Q: 106 clusters Score -2.12288e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 17116 members 
Mstep: Class 3 contains 108194 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 6011 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 52167 members 
Mstep: Class 9 contains 18948 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24683 members 
Mstep: Class 12 contains 4138 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 58168 members 
Mstep: Class 16 contains 51372 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 38642 members 
Mstep: Class 19 contains 247971 members 
Mstep: Class 20 contains 33677 members 
Mstep: Class 21 contains 12567 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140154 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25601 members 
Mstep: Class 26 contains 7398 members 
Mstep: Class 27 contains 10176 members 
Mstep: Class 28 contains 11509 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171713 members 
Mstep: Class 34 contains 4991 members 
Mstep: Class 35 contains 61170 members 
Mstep: Class 36 contains 17595 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19484 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9196 members 
Mstep: Class 43 contains 9626 members 
Mstep: Class 44 contains 51111 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2511 members 
Mstep: Class 47 contains 2476 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43454 members 
Mstep: Class 51 contains 33845 members 
Mstep: Class 52 contains 5264 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7890 members 
Mstep: Class 55 contains 20924 members 
Mstep: Class 56 contains 6475 members 
Mstep: Class 57 contains 5276 members 
Mstep: Class 58 contains 7329 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3298 members 
Mstep: Class 63 contains 27590 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4788 members 
Mstep: Class 66 contains 5869 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 28916 members 
Mstep: Class 70 contains 12924 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5733 members 
Mstep: Class 73 contains 133302 members 
Mstep: Class 74 contains 13510 members 
Mstep: Class 75 contains 11864 members 
Mstep: Class 76 contains 11167 members 
Mstep: Class 77 contains 6057 members 
Mstep: Class 78 contains 15299 members 
Mstep: Class 79 contains 23906 members 
Mstep: Class 80 contains 6414 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22865 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7529 members 
Mstep: Class 85 contains 27909 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7820 members 
Mstep: Class 88 contains 7261 members 
Mstep: Class 89 contains 7597 members 
Mstep: Class 90 contains 4656 members 
Mstep: Class 91 contains 7370 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8275 members 
Mstep: Class 94 contains 4862 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10162 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1925 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2298 members 
Mstep: Class 101 contains 5645 members 
Mstep: Class 102 contains 1726 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5843 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287936.000000 Penalty: 377274.406250
Iteration 192Q: 106 clusters Score -2.122879e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 17110 members 
Mstep: Class 3 contains 108183 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 52108 members 
Mstep: Class 9 contains 18944 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24691 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 58158 members 
Mstep: Class 16 contains 51368 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 38641 members 
Mstep: Class 19 contains 247966 members 
Mstep: Class 20 contains 33685 members 
Mstep: Class 21 contains 12568 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140154 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25575 members 
Mstep: Class 26 contains 7397 members 
Mstep: Class 27 contains 10194 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 10941 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 171696 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 61159 members 
Mstep: Class 36 contains 17590 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19483 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9202 members 
Mstep: Class 43 contains 9626 members 
Mstep: Class 44 contains 51107 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2513 members 
Mstep: Class 47 contains 2478 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43458 members 
Mstep: Class 51 contains 33851 members 
Mstep: Class 52 contains 5267 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7905 members 
Mstep: Class 55 contains 20945 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5292 members 
Mstep: Class 58 contains 7332 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3298 members 
Mstep: Class 63 contains 27589 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4788 members 
Mstep: Class 66 contains 5867 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 28972 members 
Mstep: Class 70 contains 12929 members 
Mstep: Class 71 contains 3087 members 
Mstep: Class 72 contains 5729 members 
Mstep: Class 73 contains 133292 members 
Mstep: Class 74 contains 13516 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11170 members 
Mstep: Class 77 contains 6062 members 
Mstep: Class 78 contains 15297 members 
Mstep: Class 79 contains 23905 members 
Mstep: Class 80 contains 6417 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22847 members 
Mstep: Class 83 contains 4040 members 
Mstep: Class 84 contains 7524 members 
Mstep: Class 85 contains 27915 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7820 members 
Mstep: Class 88 contains 7279 members 
Mstep: Class 89 contains 7597 members 
Mstep: Class 90 contains 4655 members 
Mstep: Class 91 contains 7370 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8276 members 
Mstep: Class 94 contains 4861 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10166 members 
Mstep: Class 97 contains 5570 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2298 members 
Mstep: Class 101 contains 5652 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5845 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287984.000000 Penalty: 377274.406250
Iteration 193Q: 106 clusters Score -2.12288e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 17111 members 
Mstep: Class 3 contains 108170 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6011 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5237 members 
Mstep: Class 8 contains 52046 members 
Mstep: Class 9 contains 18943 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24694 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 58143 members 
Mstep: Class 16 contains 51366 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 18 contains 38641 members 
Mstep: Class 19 contains 247965 members 
Mstep: Class 20 contains 33693 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140154 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25547 members 
Mstep: Class 26 contains 7396 members 
Mstep: Class 27 contains 10201 members 
Mstep: Class 28 contains 11496 members 
Mstep: Class 29 contains 10940 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2367 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 171700 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 61148 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19482 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9200 members 
Mstep: Class 43 contains 9629 members 
Mstep: Class 44 contains 51096 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2517 members 
Mstep: Class 47 contains 2481 members 
Mstep: Class 48 contains 15270 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43457 members 
Mstep: Class 51 contains 33853 members 
Mstep: Class 52 contains 5268 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7909 members 
Mstep: Class 55 contains 20969 members 
Mstep: Class 56 contains 6486 members 
Mstep: Class 57 contains 5297 members 
Mstep: Class 58 contains 7333 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3303 members 
Mstep: Class 63 contains 27588 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4789 members 
Mstep: Class 66 contains 5867 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29024 members 
Mstep: Class 70 contains 12937 members 
Mstep: Class 71 contains 3087 members 
Mstep: Class 72 contains 5729 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13523 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11171 members 
Mstep: Class 77 contains 6064 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23907 members 
Mstep: Class 80 contains 6418 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22830 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7520 members 
Mstep: Class 85 contains 27923 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7819 members 
Mstep: Class 88 contains 7307 members 
Mstep: Class 89 contains 7593 members 
Mstep: Class 90 contains 4655 members 
Mstep: Class 91 contains 7371 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8275 members 
Mstep: Class 94 contains 4861 members 
Mstep: Class 95 contains 4497 members 
Mstep: Class 96 contains 10170 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2299 members 
Mstep: Class 101 contains 5664 members 
Mstep: Class 102 contains 1726 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5846 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287984.000000 Penalty: 377274.406250
Iteration 194Q: 106 clusters Score -2.12288e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 17113 members 
Mstep: Class 3 contains 108164 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6012 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 51988 members 
Mstep: Class 9 contains 18939 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24699 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 58134 members 
Mstep: Class 16 contains 51368 members 
Mstep: Class 17 contains 6409 members 
Mstep: Class 18 contains 38639 members 
Mstep: Class 19 contains 247965 members 
Mstep: Class 20 contains 33706 members 
Mstep: Class 21 contains 12568 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140157 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25522 members 
Mstep: Class 26 contains 7396 members 
Mstep: Class 27 contains 10213 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 10939 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 171678 members 
Mstep: Class 34 contains 4986 members 
Mstep: Class 35 contains 61144 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9212 members 
Mstep: Class 43 contains 9633 members 
Mstep: Class 44 contains 51087 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2517 members 
Mstep: Class 47 contains 2482 members 
Mstep: Class 48 contains 15271 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43456 members 
Mstep: Class 51 contains 33852 members 
Mstep: Class 52 contains 5269 members 
Mstep: Class 53 contains 4633 members 
Mstep: Class 54 contains 7915 members 
Mstep: Class 55 contains 20990 members 
Mstep: Class 56 contains 6484 members 
Mstep: Class 57 contains 5303 members 
Mstep: Class 58 contains 7336 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3305 members 
Mstep: Class 63 contains 27585 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4789 members 
Mstep: Class 66 contains 5868 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29065 members 
Mstep: Class 70 contains 12943 members 
Mstep: Class 71 contains 3087 members 
Mstep: Class 72 contains 5725 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13527 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11171 members 
Mstep: Class 77 contains 6069 members 
Mstep: Class 78 contains 15294 members 
Mstep: Class 79 contains 23908 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22820 members 
Mstep: Class 83 contains 4047 members 
Mstep: Class 84 contains 7520 members 
Mstep: Class 85 contains 27925 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 7822 members 
Mstep: Class 88 contains 7327 members 
Mstep: Class 89 contains 7589 members 
Mstep: Class 90 contains 4655 members 
Mstep: Class 91 contains 7370 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8282 members 
Mstep: Class 94 contains 4860 members 
Mstep: Class 95 contains 4498 members 
Mstep: Class 96 contains 10170 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2300 members 
Mstep: Class 101 contains 5681 members 
Mstep: Class 102 contains 1726 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5848 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287872.000000 Penalty: 377274.406250
Iteration 195Q: 106 clusters Score -2.122879e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 17112 members 
Mstep: Class 3 contains 108159 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 8 contains 51942 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 24707 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 58126 members 
Mstep: Class 16 contains 51371 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 38636 members 
Mstep: Class 19 contains 247964 members 
Mstep: Class 20 contains 33713 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140164 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 25494 members 
Mstep: Class 26 contains 7395 members 
Mstep: Class 27 contains 10230 members 
Mstep: Class 28 contains 11490 members 
Mstep: Class 29 contains 10938 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 171652 members 
Mstep: Class 34 contains 4985 members 
Mstep: Class 35 contains 61143 members 
Mstep: Class 36 contains 17578 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9221 members 
Mstep: Class 43 contains 9632 members 
Mstep: Class 44 contains 51074 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2521 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15272 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43454 members 
Mstep: Class 51 contains 33853 members 
Mstep: Class 52 contains 5268 members 
Mstep: Class 53 contains 4634 members 
Mstep: Class 54 contains 7924 members 
Mstep: Class 55 contains 21008 members 
Mstep: Class 56 contains 6481 members 
Mstep: Class 57 contains 5300 members 
Mstep: Class 58 contains 7338 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3307 members 
Mstep: Class 63 contains 27583 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4789 members 
Mstep: Class 66 contains 5868 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29096 members 
Mstep: Class 70 contains 12948 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5723 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13535 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11173 members 
Mstep: Class 77 contains 6070 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23911 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22808 members 
Mstep: Class 83 contains 4049 members 
Mstep: Class 84 contains 7515 members 
Mstep: Class 85 contains 27942 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7826 members 
Mstep: Class 88 contains 7333 members 
Mstep: Class 89 contains 7584 members 
Mstep: Class 90 contains 4660 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8290 members 
Mstep: Class 94 contains 4863 members 
Mstep: Class 95 contains 4499 members 
Mstep: Class 96 contains 10170 members 
Mstep: Class 97 contains 5573 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2301 members 
Mstep: Class 101 contains 5693 members 
Mstep: Class 102 contains 1726 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5851 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287856.000000 Penalty: 377274.406250
Iteration 196Q: 106 clusters Score -2.122879e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 17112 members 
Mstep: Class 3 contains 108149 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 51899 members 
Mstep: Class 9 contains 18924 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 24713 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 58108 members 
Mstep: Class 16 contains 51378 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 38638 members 
Mstep: Class 19 contains 247959 members 
Mstep: Class 20 contains 33721 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140172 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 25470 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10242 members 
Mstep: Class 28 contains 11490 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171636 members 
Mstep: Class 34 contains 4984 members 
Mstep: Class 35 contains 61135 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6151 members 
Mstep: Class 42 contains 9230 members 
Mstep: Class 43 contains 9629 members 
Mstep: Class 44 contains 51063 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2530 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43451 members 
Mstep: Class 51 contains 33854 members 
Mstep: Class 52 contains 5268 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7935 members 
Mstep: Class 55 contains 21035 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 5299 members 
Mstep: Class 58 contains 7342 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3309 members 
Mstep: Class 63 contains 27582 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4789 members 
Mstep: Class 66 contains 5871 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29120 members 
Mstep: Class 70 contains 12955 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5721 members 
Mstep: Class 73 contains 133269 members 
Mstep: Class 74 contains 13543 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6070 members 
Mstep: Class 78 contains 15296 members 
Mstep: Class 79 contains 23916 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22797 members 
Mstep: Class 83 contains 4049 members 
Mstep: Class 84 contains 7510 members 
Mstep: Class 85 contains 27952 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7826 members 
Mstep: Class 88 contains 7341 members 
Mstep: Class 89 contains 7581 members 
Mstep: Class 90 contains 4662 members 
Mstep: Class 91 contains 7368 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8290 members 
Mstep: Class 94 contains 4866 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10170 members 
Mstep: Class 97 contains 5573 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2302 members 
Mstep: Class 101 contains 5715 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5853 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287920.000000 Penalty: 377274.406250
Iteration 197Q: 106 clusters Score -2.122879e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17110 members 
Mstep: Class 3 contains 108136 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5232 members 
Mstep: Class 8 contains 51858 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 24710 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 58104 members 
Mstep: Class 16 contains 51383 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 38637 members 
Mstep: Class 19 contains 247957 members 
Mstep: Class 20 contains 33727 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 25445 members 
Mstep: Class 26 contains 7387 members 
Mstep: Class 27 contains 10253 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171628 members 
Mstep: Class 34 contains 4986 members 
Mstep: Class 35 contains 61127 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6151 members 
Mstep: Class 42 contains 9231 members 
Mstep: Class 43 contains 9627 members 
Mstep: Class 44 contains 51062 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2538 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43450 members 
Mstep: Class 51 contains 33853 members 
Mstep: Class 52 contains 5267 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7936 members 
Mstep: Class 55 contains 21068 members 
Mstep: Class 56 contains 6481 members 
Mstep: Class 57 contains 5297 members 
Mstep: Class 58 contains 7345 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27580 members 
Mstep: Class 64 contains 5712 members 
Mstep: Class 65 contains 4790 members 
Mstep: Class 66 contains 5875 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29146 members 
Mstep: Class 70 contains 12960 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5723 members 
Mstep: Class 73 contains 133267 members 
Mstep: Class 74 contains 13545 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6070 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23917 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22785 members 
Mstep: Class 83 contains 4046 members 
Mstep: Class 84 contains 7511 members 
Mstep: Class 85 contains 27965 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7828 members 
Mstep: Class 88 contains 7338 members 
Mstep: Class 89 contains 7577 members 
Mstep: Class 90 contains 4666 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8303 members 
Mstep: Class 94 contains 4868 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10170 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1924 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2303 members 
Mstep: Class 101 contains 5741 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5855 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287664.000000 Penalty: 377274.406250
Iteration 198Q: 106 clusters Score -2.122877e+08 nChanged 426
Entering ConstructFrom: 
Score: -212287664.000000 Penalty: 377274.406250
Entering ConstructFrom: 
Trying to split cluster 1 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1889034.375000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -1889034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1877134.375000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -1877134 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1881308.625000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -1881309 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1881986.375000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -1881986 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1882731.750000 Penalty: 4820.008789
	Iteration 3F: 3 clusters Score -1882732 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1883536.500000 Penalty: 4820.008789
	Iteration 4F: 3 clusters Score -1883536 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1884373.125000 Penalty: 4820.008789
	Iteration 5F: 3 clusters Score -1884373 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1885264.750000 Penalty: 4820.008789
	Iteration 6F: 3 clusters Score -1885265 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1886130.750000 Penalty: 4820.008789
	Iteration 7F: 3 clusters Score -1886131 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1886746.875000 Penalty: 4820.008789
	Iteration 8F: 3 clusters Score -1886747 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1887227.500000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -1887228 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1887536.250000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -1887536 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1887751.375000 Penalty: 4820.008789
	Iteration 11Q: 3 clusters Score -1887751 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1887919.000000 Penalty: 4820.008789
	Iteration 12Q: 3 clusters Score -1887919 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1888025.125000 Penalty: 4820.008789
	Iteration 13Q: 3 clusters Score -1888025 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1888096.500000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -1888096 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1888147.125000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -1888147 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1888201.250000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -1888201 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1888237.000000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -1888237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1888278.250000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -1888278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1888306.875000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -1888307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1888341.875000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -1888342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1888358.625000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -1888359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1888378.625000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -1888379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1888388.500000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -1888388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1888400.125000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -1888400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1888405.875000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -1888406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1888423.625000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -1888424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1888436.750000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -1888437 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1888456.875000 Penalty: 4820.008789
	Iteration 28Q: 3 clusters Score -1888457 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1888476.375000 Penalty: 4820.008789
	Iteration 29Q: 3 clusters Score -1888476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1888486.375000 Penalty: 4820.008789
	Iteration 30Q: 3 clusters Score -1888486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1888495.000000 Penalty: 4820.008789
	Iteration 31Q: 3 clusters Score -1888495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1888502.500000 Penalty: 4820.008789
	Iteration 32Q: 3 clusters Score -1888502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1888513.750000 Penalty: 4820.008789
	Iteration 33Q: 3 clusters Score -1888514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1888521.250000 Penalty: 4820.008789
	Iteration 34Q: 3 clusters Score -1888521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1888527.875000 Penalty: 4820.008789
	Iteration 35Q: 3 clusters Score -1888528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1888545.125000 Penalty: 4820.008789
	Iteration 36Q: 3 clusters Score -1888545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1888550.125000 Penalty: 4820.008789
	Iteration 37Q: 3 clusters Score -1888550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1888563.250000 Penalty: 4820.008789
	Iteration 38Q: 3 clusters Score -1888563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1888561.125000 Penalty: 4820.008789
	Iteration 39Q: 3 clusters Score -1888561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1888563.875000 Penalty: 4820.008789
	Iteration 40F: 3 clusters Score -1888564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1888564.125000 Penalty: 4820.008789
	Iteration 41Q: 3 clusters Score -1888564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1888565.750000 Penalty: 4820.008789
	Iteration 42Q: 3 clusters Score -1888566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1888566.125000 Penalty: 4820.008789
	Iteration 43Q: 3 clusters Score -1888566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1888566.875000 Penalty: 4820.008789
	Iteration 44Q: 3 clusters Score -1888567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1888567.500000 Penalty: 4820.008789
	Iteration 45Q: 3 clusters Score -1888568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1888570.875000 Penalty: 4820.008789
	Iteration 46Q: 3 clusters Score -1888571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1888580.375000 Penalty: 4820.008789
	Iteration 47Q: 3 clusters Score -1888580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1888576.750000 Penalty: 4820.008789
	Iteration 48Q: 3 clusters Score -1888577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1888573.375000 Penalty: 4820.008789
	Iteration 49Q: 3 clusters Score -1888573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1888572.375000 Penalty: 4820.008789
	Iteration 50Q: 3 clusters Score -1888572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1888579.375000 Penalty: 4820.008789
	Iteration 51Q: 3 clusters Score -1888579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1888579.500000 Penalty: 4820.008789
	Iteration 52Q: 3 clusters Score -1888580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1888578.500000 Penalty: 4820.008789
	Iteration 53Q: 3 clusters Score -1888578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1888578.750000 Penalty: 4820.008789
	Iteration 54Q: 3 clusters Score -1888579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1888577.375000 Penalty: 4820.008789
	Iteration 55Q: 3 clusters Score -1888577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1888581.500000 Penalty: 4820.008789
	Iteration 56Q: 3 clusters Score -1888582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1888582.500000 Penalty: 4820.008789
	Iteration 57Q: 3 clusters Score -1888582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1888582.625000 Penalty: 4820.008789
	Iteration 58Q: 3 clusters Score -1888583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1888582.625000 Penalty: 4820.008789
	Iteration 59F: 3 clusters Score -1888583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Entering Unmasked Estep 
Score: -1967795.000000 Penalty: 2417.316162
	Iteration 0F: 2 clusters Score -1967795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1955697.125000 Penalty: 4834.632324
	Iteration 0F: 3 clusters Score -1955697 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1959791.500000 Penalty: 4834.632324
	Iteration 1F: 3 clusters Score -1959792 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1960369.250000 Penalty: 4834.632324
	Iteration 2F: 3 clusters Score -1960369 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1960973.000000 Penalty: 4834.632324
	Iteration 3F: 3 clusters Score -1960973 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1961595.250000 Penalty: 4834.632324
	Iteration 4F: 3 clusters Score -1961595 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1962359.500000 Penalty: 4834.632324
	Iteration 5F: 3 clusters Score -1962360 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1963280.250000 Penalty: 4834.632324
	Iteration 6F: 3 clusters Score -1963280 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1964173.250000 Penalty: 4834.632324
	Iteration 7F: 3 clusters Score -1964173 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1964759.875000 Penalty: 4834.632324
	Iteration 8F: 3 clusters Score -1964760 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1965085.500000 Penalty: 4834.632324
	Iteration 9Q: 3 clusters Score -1965086 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1965287.750000 Penalty: 4834.632324
	Iteration 10Q: 3 clusters Score -1965288 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1965464.875000 Penalty: 4834.632324
	Iteration 11Q: 3 clusters Score -1965465 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1965607.750000 Penalty: 4834.632324
	Iteration 12Q: 3 clusters Score -1965608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1965699.500000 Penalty: 4834.632324
	Iteration 13Q: 3 clusters Score -1965700 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1965757.500000 Penalty: 4834.632324
	Iteration 14Q: 3 clusters Score -1965758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1965822.125000 Penalty: 4834.632324
	Iteration 15Q: 3 clusters Score -1965822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1965861.125000 Penalty: 4834.632324
	Iteration 16Q: 3 clusters Score -1965861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1965897.125000 Penalty: 4834.632324
	Iteration 17Q: 3 clusters Score -1965897 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1965927.500000 Penalty: 4834.632324
	Iteration 18Q: 3 clusters Score -1965928 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1965961.250000 Penalty: 4834.632324
	Iteration 19Q: 3 clusters Score -1965961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1965977.500000 Penalty: 4834.632324
	Iteration 20F: 3 clusters Score -1965978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1966001.000000 Penalty: 4834.632324
	Iteration 21Q: 3 clusters Score -1966001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1966016.000000 Penalty: 4834.632324
	Iteration 22Q: 3 clusters Score -1966016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1966036.875000 Penalty: 4834.632324
	Iteration 23Q: 3 clusters Score -1966037 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1966062.500000 Penalty: 4834.632324
	Iteration 24Q: 3 clusters Score -1966062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1966073.750000 Penalty: 4834.632324
	Iteration 25Q: 3 clusters Score -1966074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1966087.375000 Penalty: 4834.632324
	Iteration 26Q: 3 clusters Score -1966087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1966104.875000 Penalty: 4834.632324
	Iteration 27Q: 3 clusters Score -1966105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1966116.375000 Penalty: 4834.632324
	Iteration 28Q: 3 clusters Score -1966116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1966118.875000 Penalty: 4834.632324
	Iteration 29Q: 3 clusters Score -1966119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1966127.250000 Penalty: 4834.632324
	Iteration 30Q: 3 clusters Score -1966127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1966130.875000 Penalty: 4834.632324
	Iteration 31Q: 3 clusters Score -1966131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1966143.375000 Penalty: 4834.632324
	Iteration 32Q: 3 clusters Score -1966143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1966155.750000 Penalty: 4834.632324
	Iteration 33Q: 3 clusters Score -1966156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1966161.375000 Penalty: 4834.632324
	Iteration 34Q: 3 clusters Score -1966161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1966159.375000 Penalty: 4834.632324
	Iteration 35Q: 3 clusters Score -1966159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1966164.875000 Penalty: 4834.632324
	Iteration 36Q: 3 clusters Score -1966165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1966171.125000 Penalty: 4834.632324
	Iteration 37Q: 3 clusters Score -1966171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1966178.500000 Penalty: 4834.632324
	Iteration 38Q: 3 clusters Score -1966178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1966180.500000 Penalty: 4834.632324
	Iteration 39Q: 3 clusters Score -1966180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1966184.625000 Penalty: 4834.632324
	Iteration 40F: 3 clusters Score -1966185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1966192.125000 Penalty: 4834.632324
	Iteration 41Q: 3 clusters Score -1966192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1966200.750000 Penalty: 4834.632324
	Iteration 42Q: 3 clusters Score -1966201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1966211.125000 Penalty: 4834.632324
	Iteration 43Q: 3 clusters Score -1966211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1966218.500000 Penalty: 4834.632324
	Iteration 44Q: 3 clusters Score -1966218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1966228.625000 Penalty: 4834.632324
	Iteration 45Q: 3 clusters Score -1966229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1966237.500000 Penalty: 4834.632324
	Iteration 46Q: 3 clusters Score -1966238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1966240.000000 Penalty: 4834.632324
	Iteration 47Q: 3 clusters Score -1966240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1966249.000000 Penalty: 4834.632324
	Iteration 48Q: 3 clusters Score -1966249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1966249.500000 Penalty: 4834.632324
	Iteration 49Q: 3 clusters Score -1966250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1966257.500000 Penalty: 4834.632324
	Iteration 50Q: 3 clusters Score -1966258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1966258.375000 Penalty: 4834.632324
	Iteration 51Q: 3 clusters Score -1966258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1966259.375000 Penalty: 4834.632324
	Iteration 52Q: 3 clusters Score -1966259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1966265.125000 Penalty: 4834.632324
	Iteration 53Q: 3 clusters Score -1966265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1966259.625000 Penalty: 4834.632324
	Iteration 54Q: 3 clusters Score -1966260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1966259.500000 Penalty: 4834.632324
	Iteration 55Q: 3 clusters Score -1966260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1966266.250000 Penalty: 4834.632324
	Iteration 56Q: 3 clusters Score -1966266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1966269.500000 Penalty: 4834.632324
	Iteration 57Q: 3 clusters Score -1966270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1966275.875000 Penalty: 4834.632324
	Iteration 58Q: 3 clusters Score -1966276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1966272.875000 Penalty: 4834.632324
	Iteration 59Q: 3 clusters Score -1966273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1966269.375000 Penalty: 4834.632324
	Iteration 60F: 3 clusters Score -1966269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1966276.625000 Penalty: 4834.632324
	Iteration 61Q: 3 clusters Score -1966277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1966276.750000 Penalty: 4834.632324
	Iteration 62Q: 3 clusters Score -1966277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1966281.375000 Penalty: 4834.632324
	Iteration 63Q: 3 clusters Score -1966281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1966284.375000 Penalty: 4834.632324
	Iteration 64Q: 3 clusters Score -1966284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1966285.000000 Penalty: 4834.632324
	Iteration 65Q: 3 clusters Score -1966285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1966284.750000 Penalty: 4834.632324
	Iteration 66Q: 3 clusters Score -1966285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1966286.875000 Penalty: 4834.632324
	Iteration 67Q: 3 clusters Score -1966287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1966287.375000 Penalty: 4834.632324
	Iteration 68Q: 3 clusters Score -1966287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1966288.875000 Penalty: 4834.632324
	Iteration 69Q: 3 clusters Score -1966289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1966289.375000 Penalty: 4834.632324
	Iteration 70Q: 3 clusters Score -1966289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1966289.250000 Penalty: 4834.632324
	Iteration 71Q: 3 clusters Score -1966289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1966292.375000 Penalty: 4834.632324
	Iteration 72Q: 3 clusters Score -1966292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1966289.875000 Penalty: 4834.632324
	Iteration 73Q: 3 clusters Score -1966290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1966290.375000 Penalty: 4834.632324
	Iteration 74Q: 3 clusters Score -1966290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1966286.125000 Penalty: 4834.632324
	Iteration 75Q: 3 clusters Score -1966286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1966288.125000 Penalty: 4834.632324
	Iteration 76Q: 3 clusters Score -1966288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1966287.875000 Penalty: 4834.632324
	Iteration 77Q: 3 clusters Score -1966288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1966287.875000 Penalty: 4834.632324
	Iteration 78F: 3 clusters Score -1966288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108125 members 
Entering Unmasked Estep 
Score: -12293170.000000 Penalty: 2874.578857
	Iteration 0F: 2 clusters Score -1.229317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -12220909.000000 Penalty: 5749.157715
	Iteration 0F: 3 clusters Score -1.222091e+07 nChanged 51281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -12250626.000000 Penalty: 5749.157715
	Iteration 1F: 3 clusters Score -1.225063e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -12252389.000000 Penalty: 5749.157715
	Iteration 2Q: 3 clusters Score -1.225239e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -12255094.000000 Penalty: 5749.157715
	Iteration 3F: 3 clusters Score -1.225509e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -12259445.000000 Penalty: 5749.157715
	Iteration 4F: 3 clusters Score -1.225944e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -12265055.000000 Penalty: 5749.157715
	Iteration 5F: 3 clusters Score -1.226506e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -12270261.000000 Penalty: 5749.157715
	Iteration 6F: 3 clusters Score -1.227026e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -12274126.000000 Penalty: 5749.157715
	Iteration 7F: 3 clusters Score -1.227413e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -12276794.000000 Penalty: 5749.157715
	Iteration 8Q: 3 clusters Score -1.227679e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -12278988.000000 Penalty: 5749.157715
	Iteration 9Q: 3 clusters Score -1.227899e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -12280984.000000 Penalty: 5749.157715
	Iteration 10Q: 3 clusters Score -1.228098e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -12283187.000000 Penalty: 5749.157715
	Iteration 11Q: 3 clusters Score -1.228319e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -12285034.000000 Penalty: 5749.157715
	Iteration 12Q: 3 clusters Score -1.228503e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -12286312.000000 Penalty: 5749.157715
	Iteration 13Q: 3 clusters Score -1.228631e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -12287231.000000 Penalty: 5749.157715
	Iteration 14Q: 3 clusters Score -1.228723e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -12287862.000000 Penalty: 5749.157715
	Iteration 15Q: 3 clusters Score -1.228786e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -12288275.000000 Penalty: 5749.157715
	Iteration 16Q: 3 clusters Score -1.228828e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -12288538.000000 Penalty: 5749.157715
	Iteration 17Q: 3 clusters Score -1.228854e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -12288912.000000 Penalty: 5749.157715
	Iteration 18Q: 3 clusters Score -1.228891e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -12289176.000000 Penalty: 5749.157715
	Iteration 19Q: 3 clusters Score -1.228918e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -12289477.000000 Penalty: 5749.157715
	Iteration 20F: 3 clusters Score -1.228948e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -12289671.000000 Penalty: 5749.157715
	Iteration 21Q: 3 clusters Score -1.228967e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -12289920.000000 Penalty: 5749.157715
	Iteration 22Q: 3 clusters Score -1.228992e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -12290167.000000 Penalty: 5749.157715
	Iteration 23Q: 3 clusters Score -1.229017e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -12290375.000000 Penalty: 5749.157715
	Iteration 24Q: 3 clusters Score -1.229038e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -12290590.000000 Penalty: 5749.157715
	Iteration 25Q: 3 clusters Score -1.229059e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -12290804.000000 Penalty: 5749.157715
	Iteration 26Q: 3 clusters Score -1.22908e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -12291056.000000 Penalty: 5749.157715
	Iteration 27Q: 3 clusters Score -1.229106e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 103138 members 
Entering Unmasked Estep 
Score: -12291335.000000 Penalty: 5749.157715
	Iteration 28Q: 3 clusters Score -1.229134e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -12291665.000000 Penalty: 5749.157715
	Iteration 29Q: 3 clusters Score -1.229166e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -12292315.000000 Penalty: 5749.157715
	Iteration 30Q: 3 clusters Score -1.229232e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -12293216.000000 Penalty: 5749.157715
	Iteration 31Q: 3 clusters Score -1.229322e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -12293911.000000 Penalty: 5749.157715
	Iteration 32Q: 3 clusters Score -1.229391e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -12294213.000000 Penalty: 5749.157715
	Iteration 33Q: 3 clusters Score -1.229421e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -12294366.000000 Penalty: 5749.157715
	Iteration 34Q: 3 clusters Score -1.229437e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -12294414.000000 Penalty: 5749.157715
	Iteration 35Q: 3 clusters Score -1.229441e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -12294455.000000 Penalty: 5749.157715
	Iteration 36Q: 3 clusters Score -1.229446e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -12294458.000000 Penalty: 5749.157715
	Iteration 37Q: 3 clusters Score -1.229446e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -12294496.000000 Penalty: 5749.157715
	Iteration 38Q: 3 clusters Score -1.22945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -12294481.000000 Penalty: 5749.157715
	Iteration 39Q: 3 clusters Score -1.229448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -12294502.000000 Penalty: 5749.157715
	Iteration 40F: 3 clusters Score -1.22945e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -12294500.000000 Penalty: 5749.157715
	Iteration 41Q: 3 clusters Score -1.22945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -12294499.000000 Penalty: 5749.157715
	Iteration 42Q: 3 clusters Score -1.22945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -12294517.000000 Penalty: 5749.157715
	Iteration 43Q: 3 clusters Score -1.229452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -12294518.000000 Penalty: 5749.157715
	Iteration 44Q: 3 clusters Score -1.229452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -12294532.000000 Penalty: 5749.157715
	Iteration 45Q: 3 clusters Score -1.229453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -12294529.000000 Penalty: 5749.157715
	Iteration 46Q: 3 clusters Score -1.229453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -12294526.000000 Penalty: 5749.157715
	Iteration 47Q: 3 clusters Score -1.229453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -12294529.000000 Penalty: 5749.157715
	Iteration 48Q: 3 clusters Score -1.229453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -12294524.000000 Penalty: 5749.157715
	Iteration 49Q: 3 clusters Score -1.229452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -12294526.000000 Penalty: 5749.157715
	Iteration 50Q: 3 clusters Score -1.229453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -12294538.000000 Penalty: 5749.157715
	Iteration 51Q: 3 clusters Score -1.229454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -12294546.000000 Penalty: 5749.157715
	Iteration 52Q: 3 clusters Score -1.229455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -12294545.000000 Penalty: 5749.157715
	Iteration 53Q: 3 clusters Score -1.229454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 103500 members 
Entering Unmasked Estep 
Score: -12294538.000000 Penalty: 5749.157715
	Iteration 54Q: 3 clusters Score -1.229454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -12294548.000000 Penalty: 5749.157715
	Iteration 55Q: 3 clusters Score -1.229455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -12294543.000000 Penalty: 5749.157715
	Iteration 56Q: 3 clusters Score -1.229454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -12294549.000000 Penalty: 5749.157715
	Iteration 57Q: 3 clusters Score -1.229455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -12294547.000000 Penalty: 5749.157715
	Iteration 58Q: 3 clusters Score -1.229455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -12294547.000000 Penalty: 5749.157715
	Iteration 59F: 3 clusters Score -1.229455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 51821 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 24715 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 58101 members 
Mstep: Class 16 contains 51385 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 247953 members 
Mstep: Class 20 contains 33732 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25419 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10256 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171604 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 61123 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9235 members 
Mstep: Class 43 contains 9632 members 
Mstep: Class 44 contains 51061 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43448 members 
Mstep: Class 51 contains 33854 members 
Mstep: Class 52 contains 5269 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7943 members 
Mstep: Class 55 contains 21091 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 5300 members 
Mstep: Class 58 contains 7349 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5712 members 
Mstep: Class 65 contains 4790 members 
Mstep: Class 66 contains 5875 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29167 members 
Mstep: Class 70 contains 12962 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5724 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13543 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6072 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23916 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22768 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7507 members 
Mstep: Class 85 contains 27974 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7833 members 
Mstep: Class 88 contains 7350 members 
Mstep: Class 89 contains 7575 members 
Mstep: Class 90 contains 4670 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8306 members 
Mstep: Class 94 contains 4869 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10171 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2305 members 
Mstep: Class 101 contains 5771 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5856 members 
Mstep: Class 105 contains 6688 members 
Mstep: Class 106 contains 103496 members 
Entering Unmasked Estep 
Score: -212287328.000000 Penalty: 380867.500000
Splitting cluster 3 changes total score from -212287664.000000 to -212287328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Entering Unmasked Estep 
Score: -456602.593750 Penalty: 2062.624268
	Iteration 0F: 2 clusters Score -456602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -452631.812500 Penalty: 4125.248535
	Iteration 0F: 3 clusters Score -452631.8 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -453496.281250 Penalty: 4125.248535
	Iteration 1F: 3 clusters Score -453496.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -453698.281250 Penalty: 4125.248535
	Iteration 2F: 3 clusters Score -453698.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -453834.093750 Penalty: 4125.248535
	Iteration 3F: 3 clusters Score -453834.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -453938.125000 Penalty: 4125.248535
	Iteration 4Q: 3 clusters Score -453938.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -454029.312500 Penalty: 4125.248535
	Iteration 5Q: 3 clusters Score -454029.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -454126.531250 Penalty: 4125.248535
	Iteration 6Q: 3 clusters Score -454126.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -454228.218750 Penalty: 4125.248535
	Iteration 7Q: 3 clusters Score -454228.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -454319.968750 Penalty: 4125.248535
	Iteration 8Q: 3 clusters Score -454320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -454399.593750 Penalty: 4125.248535
	Iteration 9Q: 3 clusters Score -454399.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -454471.375000 Penalty: 4125.248535
	Iteration 10Q: 3 clusters Score -454471.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -454554.250000 Penalty: 4125.248535
	Iteration 11Q: 3 clusters Score -454554.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -454623.468750 Penalty: 4125.248535
	Iteration 12Q: 3 clusters Score -454623.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -454681.000000 Penalty: 4125.248535
	Iteration 13Q: 3 clusters Score -454681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -454727.906250 Penalty: 4125.248535
	Iteration 14Q: 3 clusters Score -454727.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -454761.781250 Penalty: 4125.248535
	Iteration 15Q: 3 clusters Score -454761.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -454794.125000 Penalty: 4125.248535
	Iteration 16Q: 3 clusters Score -454794.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -454816.375000 Penalty: 4125.248535
	Iteration 17Q: 3 clusters Score -454816.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -454832.625000 Penalty: 4125.248535
	Iteration 18Q: 3 clusters Score -454832.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -454853.906250 Penalty: 4125.248535
	Iteration 19Q: 3 clusters Score -454853.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -454875.093750 Penalty: 4125.248535
	Iteration 20F: 3 clusters Score -454875.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -454887.687500 Penalty: 4125.248535
	Iteration 21Q: 3 clusters Score -454887.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -454901.125000 Penalty: 4125.248535
	Iteration 22Q: 3 clusters Score -454901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -454910.937500 Penalty: 4125.248535
	Iteration 23Q: 3 clusters Score -454910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -454920.156250 Penalty: 4125.248535
	Iteration 24Q: 3 clusters Score -454920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -454925.000000 Penalty: 4125.248535
	Iteration 25Q: 3 clusters Score -454925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -454929.281250 Penalty: 4125.248535
	Iteration 26Q: 3 clusters Score -454929.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -454936.125000 Penalty: 4125.248535
	Iteration 27Q: 3 clusters Score -454936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -454941.750000 Penalty: 4125.248535
	Iteration 28Q: 3 clusters Score -454941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -454943.937500 Penalty: 4125.248535
	Iteration 29Q: 3 clusters Score -454943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -454945.218750 Penalty: 4125.248535
	Iteration 30Q: 3 clusters Score -454945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -454946.343750 Penalty: 4125.248535
	Iteration 31Q: 3 clusters Score -454946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -454947.281250 Penalty: 4125.248535
	Iteration 32Q: 3 clusters Score -454947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -454947.281250 Penalty: 4125.248535
	Iteration 33F: 3 clusters Score -454947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Entering Unmasked Estep 
Score: -629803.062500 Penalty: 2157.851318
	Iteration 0F: 2 clusters Score -629803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -624612.750000 Penalty: 4315.702637
	Iteration 0F: 3 clusters Score -624612.8 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -626086.812500 Penalty: 4315.702637
	Iteration 1F: 3 clusters Score -626086.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -626529.250000 Penalty: 4315.702637
	Iteration 2F: 3 clusters Score -626529.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -626903.875000 Penalty: 4315.702637
	Iteration 3F: 3 clusters Score -626903.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -627234.187500 Penalty: 4315.702637
	Iteration 4F: 3 clusters Score -627234.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -627582.875000 Penalty: 4315.702637
	Iteration 5F: 3 clusters Score -627582.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -627874.500000 Penalty: 4315.702637
	Iteration 6F: 3 clusters Score -627874.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -628112.562500 Penalty: 4315.702637
	Iteration 7Q: 3 clusters Score -628112.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -628292.562500 Penalty: 4315.702637
	Iteration 8Q: 3 clusters Score -628292.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -628414.312500 Penalty: 4315.702637
	Iteration 9Q: 3 clusters Score -628414.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -628499.500000 Penalty: 4315.702637
	Iteration 10Q: 3 clusters Score -628499.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -628547.125000 Penalty: 4315.702637
	Iteration 11Q: 3 clusters Score -628547.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -628585.250000 Penalty: 4315.702637
	Iteration 12Q: 3 clusters Score -628585.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -628614.187500 Penalty: 4315.702637
	Iteration 13Q: 3 clusters Score -628614.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -628640.875000 Penalty: 4315.702637
	Iteration 14Q: 3 clusters Score -628640.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -628665.812500 Penalty: 4315.702637
	Iteration 15Q: 3 clusters Score -628665.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -628683.187500 Penalty: 4315.702637
	Iteration 16Q: 3 clusters Score -628683.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -628700.187500 Penalty: 4315.702637
	Iteration 17Q: 3 clusters Score -628700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -628705.812500 Penalty: 4315.702637
	Iteration 18Q: 3 clusters Score -628705.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -628710.062500 Penalty: 4315.702637
	Iteration 19Q: 3 clusters Score -628710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -628713.187500 Penalty: 4315.702637
	Iteration 20F: 3 clusters Score -628713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -628714.375000 Penalty: 4315.702637
	Iteration 21Q: 3 clusters Score -628714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -628715.875000 Penalty: 4315.702637
	Iteration 22Q: 3 clusters Score -628715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -628715.500000 Penalty: 4315.702637
	Iteration 23Q: 3 clusters Score -628715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -628715.937500 Penalty: 4315.702637
	Iteration 24Q: 3 clusters Score -628715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -628716.625000 Penalty: 4315.702637
	Iteration 25Q: 3 clusters Score -628716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -628717.312500 Penalty: 4315.702637
	Iteration 26Q: 3 clusters Score -628717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -628717.937500 Penalty: 4315.702637
	Iteration 27Q: 3 clusters Score -628717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -628717.750000 Penalty: 4315.702637
	Iteration 28Q: 3 clusters Score -628717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -628717.937500 Penalty: 4315.702637
	Iteration 29Q: 3 clusters Score -628717.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -628721.375000 Penalty: 4315.702637
	Iteration 30Q: 3 clusters Score -628721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -628722.750000 Penalty: 4315.702637
	Iteration 31Q: 3 clusters Score -628722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -628723.312500 Penalty: 4315.702637
	Iteration 32Q: 3 clusters Score -628723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -628724.000000 Penalty: 4315.702637
	Iteration 33Q: 3 clusters Score -628724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -628723.375000 Penalty: 4315.702637
	Iteration 34Q: 3 clusters Score -628723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -628723.937500 Penalty: 4315.702637
	Iteration 35Q: 3 clusters Score -628723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -628724.625000 Penalty: 4315.702637
	Iteration 36Q: 3 clusters Score -628724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -628725.250000 Penalty: 4315.702637
	Iteration 37Q: 3 clusters Score -628725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -628726.375000 Penalty: 4315.702637
	Iteration 38Q: 3 clusters Score -628726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -628726.687500 Penalty: 4315.702637
	Iteration 39Q: 3 clusters Score -628726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -628727.375000 Penalty: 4315.702637
	Iteration 40F: 3 clusters Score -628727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -628728.250000 Penalty: 4315.702637
	Iteration 41Q: 3 clusters Score -628728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -628729.687500 Penalty: 4315.702637
	Iteration 42Q: 3 clusters Score -628729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -628731.312500 Penalty: 4315.702637
	Iteration 43Q: 3 clusters Score -628731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -628732.312500 Penalty: 4315.702637
	Iteration 44Q: 3 clusters Score -628732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -628731.687500 Penalty: 4315.702637
	Iteration 45Q: 3 clusters Score -628731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -628733.437500 Penalty: 4315.702637
	Iteration 46Q: 3 clusters Score -628733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -628733.875000 Penalty: 4315.702637
	Iteration 47Q: 3 clusters Score -628733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -628733.875000 Penalty: 4315.702637
	Iteration 48Q: 3 clusters Score -628733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -628735.187500 Penalty: 4315.702637
	Iteration 49Q: 3 clusters Score -628735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -628736.062500 Penalty: 4315.702637
	Iteration 50Q: 3 clusters Score -628736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -628736.062500 Penalty: 4315.702637
	Iteration 51Q: 3 clusters Score -628736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -628737.000000 Penalty: 4315.702637
	Iteration 52Q: 3 clusters Score -628737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -628737.562500 Penalty: 4315.702637
	Iteration 53Q: 3 clusters Score -628737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -628737.187500 Penalty: 4315.702637
	Iteration 54Q: 3 clusters Score -628737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -628738.312500 Penalty: 4315.702637
	Iteration 55Q: 3 clusters Score -628738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -628738.625000 Penalty: 4315.702637
	Iteration 56Q: 3 clusters Score -628738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -628738.750000 Penalty: 4315.702637
	Iteration 57Q: 3 clusters Score -628738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -628738.750000 Penalty: 4315.702637
	Iteration 58F: 3 clusters Score -628738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -89186.906250 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -89186.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87384.679688 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -87384.68 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87730.140625 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -87730.14 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87978.609375 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -87978.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88500.367188 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -88500.37 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88890.648438 Penalty: 3337.399902
	Iteration 4F: 3 clusters Score -88890.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89012.507812 Penalty: 3337.399902
	Iteration 5F: 3 clusters Score -89012.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -89057.234375 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -89057.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89082.257812 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -89082.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -89092.875000 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -89092.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89099.421875 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -89099.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89102.820312 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -89102.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89105.109375 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -89105.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89105.109375 Penalty: 3337.399902
	Iteration 12F: 3 clusters Score -89105.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -582342.500000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -582342.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -577714.500000 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -577714.5 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -578861.125000 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -578861.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -579123.812500 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -579123.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -579317.000000 Penalty: 4246.834473
	Iteration 3F: 3 clusters Score -579317 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -579496.250000 Penalty: 4246.834473
	Iteration 4F: 3 clusters Score -579496.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -579680.375000 Penalty: 4246.834473
	Iteration 5F: 3 clusters Score -579680.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -579813.750000 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -579813.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -579917.687500 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -579917.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -580005.500000 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -580005.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -580071.000000 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -580071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -580126.937500 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -580126.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -580170.250000 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -580170.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -580212.187500 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -580212.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -580246.812500 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -580246.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -580275.062500 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -580275.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -580294.562500 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -580294.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -580310.312500 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -580310.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -580324.937500 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -580324.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -580339.000000 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -580339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -580350.875000 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -580350.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -580359.750000 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -580359.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -580367.500000 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -580367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -580372.125000 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -580372.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -580378.312500 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -580378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -580383.250000 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -580383.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -580386.562500 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -580386.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -580393.312500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -580393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -580396.000000 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -580396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -580399.562500 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -580399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -580401.812500 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -580401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -580403.875000 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -580403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -580406.437500 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -580406.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -580409.937500 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -580409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -580412.625000 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -580412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -580414.250000 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -580414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -580416.375000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -580416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -580419.375000 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -580419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -580420.187500 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -580420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -580422.187500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -580422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -580423.187500 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -580423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -580424.625000 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -580424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -580426.500000 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -580426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -580428.250000 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -580428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -580428.875000 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -580428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -580429.437500 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -580429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -580431.000000 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -580431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -580432.312500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -580432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -580432.937500 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -580432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -580435.312500 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -580435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -580437.187500 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -580437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -580439.625000 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -580439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -580441.937500 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -580441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -580443.125000 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -580443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -580443.562500 Penalty: 4246.834473
	Iteration 53Q: 3 clusters Score -580443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -580445.750000 Penalty: 4246.834473
	Iteration 54Q: 3 clusters Score -580445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -580446.625000 Penalty: 4246.834473
	Iteration 55Q: 3 clusters Score -580446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -580448.437500 Penalty: 4246.834473
	Iteration 56Q: 3 clusters Score -580448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -580449.375000 Penalty: 4246.834473
	Iteration 57Q: 3 clusters Score -580449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -580451.375000 Penalty: 4246.834473
	Iteration 58Q: 3 clusters Score -580451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -580451.125000 Penalty: 4246.834473
	Iteration 59Q: 3 clusters Score -580451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -580452.562500 Penalty: 4246.834473
	Iteration 60F: 3 clusters Score -580452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -580453.000000 Penalty: 4246.834473
	Iteration 61Q: 3 clusters Score -580453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -580453.000000 Penalty: 4246.834473
	Iteration 62F: 3 clusters Score -580453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Entering Unmasked Estep 
Score: -5901647.500000 Penalty: 2692.176514
	Iteration 0F: 2 clusters Score -5901648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -5866657.500000 Penalty: 5384.353027
	Iteration 0F: 3 clusters Score -5866658 nChanged 24023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5879880.500000 Penalty: 5384.353027
	Iteration 1F: 3 clusters Score -5879880 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -5880769.500000 Penalty: 5384.353027
	Iteration 2Q: 3 clusters Score -5880770 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5881825.000000 Penalty: 5384.353027
	Iteration 3Q: 3 clusters Score -5881825 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5883260.500000 Penalty: 5384.353027
	Iteration 4F: 3 clusters Score -5883260 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -5885534.500000 Penalty: 5384.353027
	Iteration 5F: 3 clusters Score -5885534 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5888443.000000 Penalty: 5384.353027
	Iteration 6F: 3 clusters Score -5888443 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -5891637.000000 Penalty: 5384.353027
	Iteration 7F: 3 clusters Score -5891637 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -5894492.000000 Penalty: 5384.353027
	Iteration 8F: 3 clusters Score -5894492 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5896552.500000 Penalty: 5384.353027
	Iteration 9F: 3 clusters Score -5896552 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5897616.500000 Penalty: 5384.353027
	Iteration 10Q: 3 clusters Score -5897616 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -5898223.000000 Penalty: 5384.353027
	Iteration 11Q: 3 clusters Score -5898223 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5898607.000000 Penalty: 5384.353027
	Iteration 12Q: 3 clusters Score -5898607 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5898935.000000 Penalty: 5384.353027
	Iteration 13Q: 3 clusters Score -5898935 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5899164.500000 Penalty: 5384.353027
	Iteration 14Q: 3 clusters Score -5899164 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5899360.500000 Penalty: 5384.353027
	Iteration 15Q: 3 clusters Score -5899360 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5899578.000000 Penalty: 5384.353027
	Iteration 16Q: 3 clusters Score -5899578 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5899793.000000 Penalty: 5384.353027
	Iteration 17Q: 3 clusters Score -5899793 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -5900018.000000 Penalty: 5384.353027
	Iteration 18Q: 3 clusters Score -5900018 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5900182.500000 Penalty: 5384.353027
	Iteration 19Q: 3 clusters Score -5900182 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5900302.000000 Penalty: 5384.353027
	Iteration 20F: 3 clusters Score -5900302 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5900424.000000 Penalty: 5384.353027
	Iteration 21Q: 3 clusters Score -5900424 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5900456.000000 Penalty: 5384.353027
	Iteration 22Q: 3 clusters Score -5900456 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5900499.500000 Penalty: 5384.353027
	Iteration 23Q: 3 clusters Score -5900500 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5900518.500000 Penalty: 5384.353027
	Iteration 24Q: 3 clusters Score -5900518 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5900535.000000 Penalty: 5384.353027
	Iteration 25Q: 3 clusters Score -5900535 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5900548.000000 Penalty: 5384.353027
	Iteration 26Q: 3 clusters Score -5900548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5900557.000000 Penalty: 5384.353027
	Iteration 27Q: 3 clusters Score -5900557 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5900568.000000 Penalty: 5384.353027
	Iteration 28Q: 3 clusters Score -5900568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -5900564.000000 Penalty: 5384.353027
	Iteration 29Q: 3 clusters Score -5900564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5900571.500000 Penalty: 5384.353027
	Iteration 30Q: 3 clusters Score -5900572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5900568.500000 Penalty: 5384.353027
	Iteration 31Q: 3 clusters Score -5900568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -5900573.500000 Penalty: 5384.353027
	Iteration 32Q: 3 clusters Score -5900574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5900568.500000 Penalty: 5384.353027
	Iteration 33Q: 3 clusters Score -5900568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -5900568.500000 Penalty: 5384.353027
	Iteration 34Q: 3 clusters Score -5900568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5900578.500000 Penalty: 5384.353027
	Iteration 35Q: 3 clusters Score -5900578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -5900581.500000 Penalty: 5384.353027
	Iteration 36Q: 3 clusters Score -5900582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5900584.500000 Penalty: 5384.353027
	Iteration 37Q: 3 clusters Score -5900584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5900584.500000 Penalty: 5384.353027
	Iteration 38Q: 3 clusters Score -5900584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -5900588.000000 Penalty: 5384.353027
	Iteration 39Q: 3 clusters Score -5900588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5900592.000000 Penalty: 5384.353027
	Iteration 40F: 3 clusters Score -5900592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5900590.000000 Penalty: 5384.353027
	Iteration 41Q: 3 clusters Score -5900590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5900591.000000 Penalty: 5384.353027
	Iteration 42Q: 3 clusters Score -5900591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5900590.500000 Penalty: 5384.353027
	Iteration 43Q: 3 clusters Score -5900590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5900590.500000 Penalty: 5384.353027
	Iteration 44F: 3 clusters Score -5900590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Entering Unmasked Estep 
Score: -1963319.500000 Penalty: 2442.271484
	Iteration 0F: 2 clusters Score -1963320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1950007.375000 Penalty: 4884.542969
	Iteration 0F: 3 clusters Score -1950007 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1954870.625000 Penalty: 4884.542969
	Iteration 1F: 3 clusters Score -1954871 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1955948.875000 Penalty: 4884.542969
	Iteration 2F: 3 clusters Score -1955949 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1957012.500000 Penalty: 4884.542969
	Iteration 3F: 3 clusters Score -1957012 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1957938.250000 Penalty: 4884.542969
	Iteration 4F: 3 clusters Score -1957938 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1958620.125000 Penalty: 4884.542969
	Iteration 5F: 3 clusters Score -1958620 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1959153.250000 Penalty: 4884.542969
	Iteration 6F: 3 clusters Score -1959153 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1959551.000000 Penalty: 4884.542969
	Iteration 7Q: 3 clusters Score -1959551 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1959760.500000 Penalty: 4884.542969
	Iteration 8Q: 3 clusters Score -1959760 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1959941.375000 Penalty: 4884.542969
	Iteration 9Q: 3 clusters Score -1959941 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1960088.000000 Penalty: 4884.542969
	Iteration 10Q: 3 clusters Score -1960088 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1960236.750000 Penalty: 4884.542969
	Iteration 11Q: 3 clusters Score -1960237 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1960368.000000 Penalty: 4884.542969
	Iteration 12Q: 3 clusters Score -1960368 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1960419.125000 Penalty: 4884.542969
	Iteration 13Q: 3 clusters Score -1960419 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1960468.000000 Penalty: 4884.542969
	Iteration 14Q: 3 clusters Score -1960468 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1960494.375000 Penalty: 4884.542969
	Iteration 15Q: 3 clusters Score -1960494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1960509.125000 Penalty: 4884.542969
	Iteration 16Q: 3 clusters Score -1960509 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1960522.875000 Penalty: 4884.542969
	Iteration 17Q: 3 clusters Score -1960523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1960535.125000 Penalty: 4884.542969
	Iteration 18Q: 3 clusters Score -1960535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1960541.375000 Penalty: 4884.542969
	Iteration 19Q: 3 clusters Score -1960541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1960541.750000 Penalty: 4884.542969
	Iteration 20F: 3 clusters Score -1960542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1960557.500000 Penalty: 4884.542969
	Iteration 21Q: 3 clusters Score -1960558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1960560.625000 Penalty: 4884.542969
	Iteration 22Q: 3 clusters Score -1960561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1960566.250000 Penalty: 4884.542969
	Iteration 23Q: 3 clusters Score -1960566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1960567.875000 Penalty: 4884.542969
	Iteration 24Q: 3 clusters Score -1960568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1960568.625000 Penalty: 4884.542969
	Iteration 25Q: 3 clusters Score -1960569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1960572.125000 Penalty: 4884.542969
	Iteration 26Q: 3 clusters Score -1960572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1960574.750000 Penalty: 4884.542969
	Iteration 27Q: 3 clusters Score -1960575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1960575.875000 Penalty: 4884.542969
	Iteration 28Q: 3 clusters Score -1960576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1960575.875000 Penalty: 4884.542969
	Iteration 29Q: 3 clusters Score -1960576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1960577.375000 Penalty: 4884.542969
	Iteration 30Q: 3 clusters Score -1960577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1960577.375000 Penalty: 4884.542969
	Iteration 31Q: 3 clusters Score -1960577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1960577.875000 Penalty: 4884.542969
	Iteration 32Q: 3 clusters Score -1960578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1960575.125000 Penalty: 4884.542969
	Iteration 33Q: 3 clusters Score -1960575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1960580.750000 Penalty: 4884.542969
	Iteration 34Q: 3 clusters Score -1960581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1960577.000000 Penalty: 4884.542969
	Iteration 35Q: 3 clusters Score -1960577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1960575.250000 Penalty: 4884.542969
	Iteration 36Q: 3 clusters Score -1960575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1960573.500000 Penalty: 4884.542969
	Iteration 37Q: 3 clusters Score -1960574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1960577.750000 Penalty: 4884.542969
	Iteration 38Q: 3 clusters Score -1960578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1960577.000000 Penalty: 4884.542969
	Iteration 39Q: 3 clusters Score -1960577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1960577.500000 Penalty: 4884.542969
	Iteration 40F: 3 clusters Score -1960578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1960578.750000 Penalty: 4884.542969
	Iteration 41Q: 3 clusters Score -1960579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1960587.875000 Penalty: 4884.542969
	Iteration 42Q: 3 clusters Score -1960588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1960587.875000 Penalty: 4884.542969
	Iteration 43Q: 3 clusters Score -1960588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1960587.125000 Penalty: 4884.542969
	Iteration 44Q: 3 clusters Score -1960587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1960587.375000 Penalty: 4884.542969
	Iteration 45Q: 3 clusters Score -1960587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1960593.125000 Penalty: 4884.542969
	Iteration 46Q: 3 clusters Score -1960593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1960589.375000 Penalty: 4884.542969
	Iteration 47Q: 3 clusters Score -1960589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1960590.375000 Penalty: 4884.542969
	Iteration 48Q: 3 clusters Score -1960590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1960597.375000 Penalty: 4884.542969
	Iteration 49Q: 3 clusters Score -1960597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1960596.000000 Penalty: 4884.542969
	Iteration 50Q: 3 clusters Score -1960596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1960596.250000 Penalty: 4884.542969
	Iteration 51Q: 3 clusters Score -1960596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1960597.875000 Penalty: 4884.542969
	Iteration 52Q: 3 clusters Score -1960598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1960596.375000 Penalty: 4884.542969
	Iteration 53Q: 3 clusters Score -1960596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1960594.750000 Penalty: 4884.542969
	Iteration 54Q: 3 clusters Score -1960595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1960594.750000 Penalty: 4884.542969
	Iteration 55F: 3 clusters Score -1960595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -568403.875000 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -568403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -563821.812500 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -563821.8 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -565004.812500 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -565004.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -565438.375000 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -565438.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -565929.812500 Penalty: 4229.168457
	Iteration 3F: 3 clusters Score -565929.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -566469.812500 Penalty: 4229.168457
	Iteration 4F: 3 clusters Score -566469.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -566882.875000 Penalty: 4229.168457
	Iteration 5F: 3 clusters Score -566882.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -567172.812500 Penalty: 4229.168457
	Iteration 6F: 3 clusters Score -567172.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -567349.000000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -567349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -567450.500000 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -567450.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -567511.000000 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -567511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -567547.375000 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -567547.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -567571.500000 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -567571.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -567590.875000 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -567590.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -567601.875000 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -567601.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -567615.312500 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -567615.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -567622.437500 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -567622.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -567628.375000 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -567628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -567631.250000 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -567631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -567635.375000 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -567635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -567639.625000 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -567639.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -567644.812500 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -567644.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -567651.562500 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -567651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -567654.750000 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -567654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -567661.437500 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -567661.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -567666.437500 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -567666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -567671.500000 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -567671.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -567674.312500 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -567674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -567675.375000 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -567675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -567676.812500 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -567676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -567679.125000 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -567679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -567679.625000 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -567679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -567680.750000 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -567680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -567680.375000 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -567680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -567681.625000 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -567681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -567682.000000 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -567682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -567682.875000 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -567682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -567682.875000 Penalty: 4229.168457
	Iteration 36F: 3 clusters Score -567682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Entering Unmasked Estep 
Score: -2823127.000000 Penalty: 2508.561035
	Iteration 0F: 2 clusters Score -2823127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2806058.500000 Penalty: 5017.122070
	Iteration 0F: 3 clusters Score -2806058 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2812203.500000 Penalty: 5017.122070
	Iteration 1F: 3 clusters Score -2812204 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2813051.500000 Penalty: 5017.122070
	Iteration 2F: 3 clusters Score -2813052 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2813984.500000 Penalty: 5017.122070
	Iteration 3F: 3 clusters Score -2813984 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2814960.250000 Penalty: 5017.122070
	Iteration 4F: 3 clusters Score -2814960 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2815852.750000 Penalty: 5017.122070
	Iteration 5F: 3 clusters Score -2815853 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2816586.000000 Penalty: 5017.122070
	Iteration 6F: 3 clusters Score -2816586 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2817174.250000 Penalty: 5017.122070
	Iteration 7Q: 3 clusters Score -2817174 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2817598.500000 Penalty: 5017.122070
	Iteration 8Q: 3 clusters Score -2817598 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2818032.250000 Penalty: 5017.122070
	Iteration 9Q: 3 clusters Score -2818032 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2818480.500000 Penalty: 5017.122070
	Iteration 10Q: 3 clusters Score -2818480 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2819162.500000 Penalty: 5017.122070
	Iteration 11Q: 3 clusters Score -2819162 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2819960.750000 Penalty: 5017.122070
	Iteration 12Q: 3 clusters Score -2819961 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2820738.750000 Penalty: 5017.122070
	Iteration 13Q: 3 clusters Score -2820739 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2821272.250000 Penalty: 5017.122070
	Iteration 14Q: 3 clusters Score -2821272 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2821551.750000 Penalty: 5017.122070
	Iteration 15Q: 3 clusters Score -2821552 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2821702.750000 Penalty: 5017.122070
	Iteration 16Q: 3 clusters Score -2821703 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2821816.000000 Penalty: 5017.122070
	Iteration 17Q: 3 clusters Score -2821816 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2821866.500000 Penalty: 5017.122070
	Iteration 18Q: 3 clusters Score -2821866 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2821909.000000 Penalty: 5017.122070
	Iteration 19Q: 3 clusters Score -2821909 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2821950.000000 Penalty: 5017.122070
	Iteration 20F: 3 clusters Score -2821950 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2822001.750000 Penalty: 5017.122070
	Iteration 21Q: 3 clusters Score -2822002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2822054.000000 Penalty: 5017.122070
	Iteration 22Q: 3 clusters Score -2822054 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2822100.500000 Penalty: 5017.122070
	Iteration 23Q: 3 clusters Score -2822100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2822147.750000 Penalty: 5017.122070
	Iteration 24Q: 3 clusters Score -2822148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2822190.250000 Penalty: 5017.122070
	Iteration 25Q: 3 clusters Score -2822190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2822254.750000 Penalty: 5017.122070
	Iteration 26Q: 3 clusters Score -2822255 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2822321.750000 Penalty: 5017.122070
	Iteration 27Q: 3 clusters Score -2822322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2822403.750000 Penalty: 5017.122070
	Iteration 28Q: 3 clusters Score -2822404 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2822499.750000 Penalty: 5017.122070
	Iteration 29Q: 3 clusters Score -2822500 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2822619.000000 Penalty: 5017.122070
	Iteration 30Q: 3 clusters Score -2822619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2822744.000000 Penalty: 5017.122070
	Iteration 31Q: 3 clusters Score -2822744 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2822906.500000 Penalty: 5017.122070
	Iteration 32Q: 3 clusters Score -2822906 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2823014.500000 Penalty: 5017.122070
	Iteration 33Q: 3 clusters Score -2823014 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2823112.750000 Penalty: 5017.122070
	Iteration 34Q: 3 clusters Score -2823113 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2823172.500000 Penalty: 5017.122070
	Iteration 35Q: 3 clusters Score -2823172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2823183.750000 Penalty: 5017.122070
	Iteration 36Q: 3 clusters Score -2823184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2823213.500000 Penalty: 5017.122070
	Iteration 37Q: 3 clusters Score -2823214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2823221.250000 Penalty: 5017.122070
	Iteration 38Q: 3 clusters Score -2823221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2823227.500000 Penalty: 5017.122070
	Iteration 39Q: 3 clusters Score -2823228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2823237.000000 Penalty: 5017.122070
	Iteration 40F: 3 clusters Score -2823237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2823237.250000 Penalty: 5017.122070
	Iteration 41Q: 3 clusters Score -2823237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2823247.000000 Penalty: 5017.122070
	Iteration 42Q: 3 clusters Score -2823247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2823246.750000 Penalty: 5017.122070
	Iteration 43Q: 3 clusters Score -2823247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2823247.500000 Penalty: 5017.122070
	Iteration 44Q: 3 clusters Score -2823248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2823246.250000 Penalty: 5017.122070
	Iteration 45Q: 3 clusters Score -2823246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2823254.250000 Penalty: 5017.122070
	Iteration 46Q: 3 clusters Score -2823254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2823251.000000 Penalty: 5017.122070
	Iteration 47Q: 3 clusters Score -2823251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2823256.000000 Penalty: 5017.122070
	Iteration 48Q: 3 clusters Score -2823256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2823256.500000 Penalty: 5017.122070
	Iteration 49Q: 3 clusters Score -2823256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2823259.250000 Penalty: 5017.122070
	Iteration 50Q: 3 clusters Score -2823259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2823259.500000 Penalty: 5017.122070
	Iteration 51Q: 3 clusters Score -2823260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2823257.500000 Penalty: 5017.122070
	Iteration 52Q: 3 clusters Score -2823258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2823258.750000 Penalty: 5017.122070
	Iteration 53Q: 3 clusters Score -2823259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2823258.750000 Penalty: 5017.122070
	Iteration 54Q: 3 clusters Score -2823259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2823258.750000 Penalty: 5017.122070
	Iteration 55F: 3 clusters Score -2823259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 108125 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 51821 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 17965 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 58101 members 
Mstep: Class 16 contains 51385 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 247953 members 
Mstep: Class 20 contains 33732 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25419 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10256 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171604 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 61123 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9235 members 
Mstep: Class 43 contains 9632 members 
Mstep: Class 44 contains 51061 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43448 members 
Mstep: Class 51 contains 33854 members 
Mstep: Class 52 contains 5269 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7943 members 
Mstep: Class 55 contains 21091 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 5300 members 
Mstep: Class 58 contains 7349 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5712 members 
Mstep: Class 65 contains 4790 members 
Mstep: Class 66 contains 5875 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29167 members 
Mstep: Class 70 contains 12962 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5724 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13543 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6072 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23916 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22768 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7507 members 
Mstep: Class 85 contains 27974 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7833 members 
Mstep: Class 88 contains 7350 members 
Mstep: Class 89 contains 7575 members 
Mstep: Class 90 contains 4670 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8306 members 
Mstep: Class 94 contains 4869 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10171 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2305 members 
Mstep: Class 101 contains 5771 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5856 members 
Mstep: Class 105 contains 6688 members 
Mstep: Class 106 contains 6750 members 
Entering Unmasked Estep 
Score: -212285856.000000 Penalty: 380867.500000
Splitting cluster 11 changes total score from -212287664.000000 to -212285856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -447930.593750 Penalty: 2065.395996
	Iteration 0F: 2 clusters Score -447930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -443951.781250 Penalty: 4130.791992
	Iteration 0F: 3 clusters Score -443951.8 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -444890.531250 Penalty: 4130.791992
	Iteration 1F: 3 clusters Score -444890.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -445232.468750 Penalty: 4130.791992
	Iteration 2F: 3 clusters Score -445232.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -445512.937500 Penalty: 4130.791992
	Iteration 3F: 3 clusters Score -445512.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -445727.843750 Penalty: 4130.791992
	Iteration 4F: 3 clusters Score -445727.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -445893.843750 Penalty: 4130.791992
	Iteration 5Q: 3 clusters Score -445893.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -446050.093750 Penalty: 4130.791992
	Iteration 6Q: 3 clusters Score -446050.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -446173.218750 Penalty: 4130.791992
	Iteration 7Q: 3 clusters Score -446173.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -446273.812500 Penalty: 4130.791992
	Iteration 8Q: 3 clusters Score -446273.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -446365.218750 Penalty: 4130.791992
	Iteration 9Q: 3 clusters Score -446365.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -446442.218750 Penalty: 4130.791992
	Iteration 10Q: 3 clusters Score -446442.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -446501.906250 Penalty: 4130.791992
	Iteration 11Q: 3 clusters Score -446501.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -446540.218750 Penalty: 4130.791992
	Iteration 12Q: 3 clusters Score -446540.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -446564.343750 Penalty: 4130.791992
	Iteration 13Q: 3 clusters Score -446564.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -446586.750000 Penalty: 4130.791992
	Iteration 14Q: 3 clusters Score -446586.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -446608.125000 Penalty: 4130.791992
	Iteration 15Q: 3 clusters Score -446608.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -446625.500000 Penalty: 4130.791992
	Iteration 16Q: 3 clusters Score -446625.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -446639.187500 Penalty: 4130.791992
	Iteration 17Q: 3 clusters Score -446639.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -446650.156250 Penalty: 4130.791992
	Iteration 18Q: 3 clusters Score -446650.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -446660.875000 Penalty: 4130.791992
	Iteration 19Q: 3 clusters Score -446660.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -446668.875000 Penalty: 4130.791992
	Iteration 20F: 3 clusters Score -446668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -446673.562500 Penalty: 4130.791992
	Iteration 21Q: 3 clusters Score -446673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -446676.531250 Penalty: 4130.791992
	Iteration 22Q: 3 clusters Score -446676.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -446681.906250 Penalty: 4130.791992
	Iteration 23Q: 3 clusters Score -446681.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -446688.187500 Penalty: 4130.791992
	Iteration 24Q: 3 clusters Score -446688.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -446695.218750 Penalty: 4130.791992
	Iteration 25Q: 3 clusters Score -446695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -446706.312500 Penalty: 4130.791992
	Iteration 26Q: 3 clusters Score -446706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -446711.906250 Penalty: 4130.791992
	Iteration 27Q: 3 clusters Score -446711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -446715.968750 Penalty: 4130.791992
	Iteration 28Q: 3 clusters Score -446716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -446719.875000 Penalty: 4130.791992
	Iteration 29Q: 3 clusters Score -446719.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -446723.437500 Penalty: 4130.791992
	Iteration 30Q: 3 clusters Score -446723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -446725.375000 Penalty: 4130.791992
	Iteration 31Q: 3 clusters Score -446725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -446726.531250 Penalty: 4130.791992
	Iteration 32Q: 3 clusters Score -446726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -446726.531250 Penalty: 4130.791992
	Iteration 33F: 3 clusters Score -446726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -138558.390625 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -138558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136191.812500 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -136191.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -136869.671875 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -136869.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137262.015625 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -137262 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -137502.562500 Penalty: 3688.562256
	Iteration 3F: 3 clusters Score -137502.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -137678.562500 Penalty: 3688.562256
	Iteration 4F: 3 clusters Score -137678.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -137799.781250 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -137799.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -137904.890625 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -137904.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -137991.796875 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -137991.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -138033.687500 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -138033.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -138060.562500 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -138060.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -138081.953125 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -138082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -138097.296875 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -138097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -138106.421875 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -138106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -138110.796875 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -138110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -138111.734375 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -138111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -138111.734375 Penalty: 3688.562256
	Iteration 15F: 3 clusters Score -138111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -379242.406250 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -379242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375351.625000 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -375351.6 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -376402.406250 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -376402.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -376729.625000 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -376729.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -377032.937500 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -377032.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -377328.562500 Penalty: 4120.254883
	Iteration 4F: 3 clusters Score -377328.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -377651.312500 Penalty: 4120.254883
	Iteration 5F: 3 clusters Score -377651.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -377962.562500 Penalty: 4120.254883
	Iteration 6F: 3 clusters Score -377962.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -378245.031250 Penalty: 4120.254883
	Iteration 7F: 3 clusters Score -378245 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -378457.687500 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -378457.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -378614.656250 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -378614.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -378716.031250 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -378716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -378773.250000 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -378773.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -378820.343750 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -378820.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -378855.968750 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -378856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -378875.437500 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -378875.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -378890.906250 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -378890.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -378901.812500 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -378901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -378912.718750 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -378912.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -378923.812500 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -378923.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -378929.593750 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -378929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -378936.562500 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -378936.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -378942.875000 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -378942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -378945.593750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -378945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -378948.187500 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -378948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -378953.156250 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -378953.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -378953.406250 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -378953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -378954.625000 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -378954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -378956.406250 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -378956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -378958.500000 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -378958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -378958.750000 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -378958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -378959.468750 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -378959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -378961.375000 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -378961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -378963.187500 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -378963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -378965.937500 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -378965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -378967.000000 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -378967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -378966.656250 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -378966.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -378966.656250 Penalty: 4120.254883
	Iteration 36F: 3 clusters Score -378966.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (58101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Entering Unmasked Estep 
Score: -6700056.500000 Penalty: 2720.544678
	Iteration 0F: 2 clusters Score -6700056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -6660932.000000 Penalty: 5441.089355
	Iteration 0F: 3 clusters Score -6660932 nChanged 26978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6675981.500000 Penalty: 5441.089355
	Iteration 1F: 3 clusters Score -6675982 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -6676597.500000 Penalty: 5441.089355
	Iteration 2Q: 3 clusters Score -6676598 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -6677234.000000 Penalty: 5441.089355
	Iteration 3Q: 3 clusters Score -6677234 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6677809.500000 Penalty: 5441.089355
	Iteration 4Q: 3 clusters Score -6677810 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6678501.500000 Penalty: 5441.089355
	Iteration 5Q: 3 clusters Score -6678502 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -6679562.000000 Penalty: 5441.089355
	Iteration 6Q: 3 clusters Score -6679562 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -6681185.500000 Penalty: 5441.089355
	Iteration 7F: 3 clusters Score -6681186 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -6683596.500000 Penalty: 5441.089355
	Iteration 8F: 3 clusters Score -6683596 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -6687003.000000 Penalty: 5441.089355
	Iteration 9F: 3 clusters Score -6687003 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -6690408.500000 Penalty: 5441.089355
	Iteration 10F: 3 clusters Score -6690408 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -6693072.500000 Penalty: 5441.089355
	Iteration 11F: 3 clusters Score -6693072 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -6694688.500000 Penalty: 5441.089355
	Iteration 12Q: 3 clusters Score -6694688 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -6695793.000000 Penalty: 5441.089355
	Iteration 13Q: 3 clusters Score -6695793 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -6696476.500000 Penalty: 5441.089355
	Iteration 14Q: 3 clusters Score -6696476 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -6696806.500000 Penalty: 5441.089355
	Iteration 15Q: 3 clusters Score -6696806 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6697027.000000 Penalty: 5441.089355
	Iteration 16Q: 3 clusters Score -6697027 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -6697158.500000 Penalty: 5441.089355
	Iteration 17Q: 3 clusters Score -6697158 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -6697230.500000 Penalty: 5441.089355
	Iteration 18Q: 3 clusters Score -6697230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -6697317.500000 Penalty: 5441.089355
	Iteration 19Q: 3 clusters Score -6697318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -6697360.000000 Penalty: 5441.089355
	Iteration 20F: 3 clusters Score -6697360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -6697377.000000 Penalty: 5441.089355
	Iteration 21Q: 3 clusters Score -6697377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -6697405.000000 Penalty: 5441.089355
	Iteration 22Q: 3 clusters Score -6697405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -6697428.000000 Penalty: 5441.089355
	Iteration 23Q: 3 clusters Score -6697428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -6697438.500000 Penalty: 5441.089355
	Iteration 24Q: 3 clusters Score -6697438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -6697454.000000 Penalty: 5441.089355
	Iteration 25Q: 3 clusters Score -6697454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -6697485.000000 Penalty: 5441.089355
	Iteration 26Q: 3 clusters Score -6697485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -6697507.500000 Penalty: 5441.089355
	Iteration 27Q: 3 clusters Score -6697508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -6697526.000000 Penalty: 5441.089355
	Iteration 28Q: 3 clusters Score -6697526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -6697529.500000 Penalty: 5441.089355
	Iteration 29Q: 3 clusters Score -6697530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -6697544.500000 Penalty: 5441.089355
	Iteration 30Q: 3 clusters Score -6697544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -6697559.000000 Penalty: 5441.089355
	Iteration 31Q: 3 clusters Score -6697559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -6697564.000000 Penalty: 5441.089355
	Iteration 32Q: 3 clusters Score -6697564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -6697569.500000 Penalty: 5441.089355
	Iteration 33Q: 3 clusters Score -6697570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -6697582.500000 Penalty: 5441.089355
	Iteration 34Q: 3 clusters Score -6697582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -6697591.000000 Penalty: 5441.089355
	Iteration 35Q: 3 clusters Score -6697591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -6697589.500000 Penalty: 5441.089355
	Iteration 36Q: 3 clusters Score -6697590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -6697596.500000 Penalty: 5441.089355
	Iteration 37Q: 3 clusters Score -6697596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -6697595.500000 Penalty: 5441.089355
	Iteration 38Q: 3 clusters Score -6697596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -6697601.500000 Penalty: 5441.089355
	Iteration 39Q: 3 clusters Score -6697602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -6697600.500000 Penalty: 5441.089355
	Iteration 40F: 3 clusters Score -6697600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -6697604.000000 Penalty: 5441.089355
	Iteration 41Q: 3 clusters Score -6697604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -6697603.500000 Penalty: 5441.089355
	Iteration 42Q: 3 clusters Score -6697604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -6697605.000000 Penalty: 5441.089355
	Iteration 43Q: 3 clusters Score -6697605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -6697603.500000 Penalty: 5441.089355
	Iteration 44Q: 3 clusters Score -6697604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -6697604.500000 Penalty: 5441.089355
	Iteration 45Q: 3 clusters Score -6697604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -6697604.000000 Penalty: 5441.089355
	Iteration 46Q: 3 clusters Score -6697604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -6697606.500000 Penalty: 5441.089355
	Iteration 47Q: 3 clusters Score -6697606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -6697610.500000 Penalty: 5441.089355
	Iteration 48Q: 3 clusters Score -6697610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -6697614.000000 Penalty: 5441.089355
	Iteration 49Q: 3 clusters Score -6697614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -6697614.000000 Penalty: 5441.089355
	Iteration 50F: 3 clusters Score -6697614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Entering Unmasked Estep 
Score: -6017948.000000 Penalty: 2690.081055
	Iteration 0F: 2 clusters Score -6017948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5983467.500000 Penalty: 5380.162109
	Iteration 0F: 3 clusters Score -5983468 nChanged 23656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5996624.000000 Penalty: 5380.162109
	Iteration 1F: 3 clusters Score -5996624 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5997289.500000 Penalty: 5380.162109
	Iteration 2Q: 3 clusters Score -5997290 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -5997975.500000 Penalty: 5380.162109
	Iteration 3Q: 3 clusters Score -5997976 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5998638.000000 Penalty: 5380.162109
	Iteration 4Q: 3 clusters Score -5998638 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5999450.000000 Penalty: 5380.162109
	Iteration 5Q: 3 clusters Score -5999450 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6000503.500000 Penalty: 5380.162109
	Iteration 6Q: 3 clusters Score -6000504 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -6001812.500000 Penalty: 5380.162109
	Iteration 7F: 3 clusters Score -6001812 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6003363.500000 Penalty: 5380.162109
	Iteration 8F: 3 clusters Score -6003364 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -6005382.000000 Penalty: 5380.162109
	Iteration 9F: 3 clusters Score -6005382 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -6007408.500000 Penalty: 5380.162109
	Iteration 10F: 3 clusters Score -6007408 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -6009328.000000 Penalty: 5380.162109
	Iteration 11F: 3 clusters Score -6009328 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6011046.500000 Penalty: 5380.162109
	Iteration 12Q: 3 clusters Score -6011046 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6012503.500000 Penalty: 5380.162109
	Iteration 13Q: 3 clusters Score -6012504 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6013758.000000 Penalty: 5380.162109
	Iteration 14Q: 3 clusters Score -6013758 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6014494.500000 Penalty: 5380.162109
	Iteration 15Q: 3 clusters Score -6014494 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6014954.500000 Penalty: 5380.162109
	Iteration 16Q: 3 clusters Score -6014954 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6015241.500000 Penalty: 5380.162109
	Iteration 17Q: 3 clusters Score -6015242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6015380.000000 Penalty: 5380.162109
	Iteration 18Q: 3 clusters Score -6015380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6015441.000000 Penalty: 5380.162109
	Iteration 19Q: 3 clusters Score -6015441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6015498.500000 Penalty: 5380.162109
	Iteration 20F: 3 clusters Score -6015498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6015526.500000 Penalty: 5380.162109
	Iteration 21Q: 3 clusters Score -6015526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6015564.500000 Penalty: 5380.162109
	Iteration 22Q: 3 clusters Score -6015564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6015574.000000 Penalty: 5380.162109
	Iteration 23Q: 3 clusters Score -6015574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6015595.000000 Penalty: 5380.162109
	Iteration 24Q: 3 clusters Score -6015595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6015609.000000 Penalty: 5380.162109
	Iteration 25Q: 3 clusters Score -6015609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6015617.500000 Penalty: 5380.162109
	Iteration 26Q: 3 clusters Score -6015618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6015628.500000 Penalty: 5380.162109
	Iteration 27Q: 3 clusters Score -6015628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6015632.500000 Penalty: 5380.162109
	Iteration 28Q: 3 clusters Score -6015632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6015634.000000 Penalty: 5380.162109
	Iteration 29Q: 3 clusters Score -6015634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6015644.500000 Penalty: 5380.162109
	Iteration 30Q: 3 clusters Score -6015644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6015640.500000 Penalty: 5380.162109
	Iteration 31Q: 3 clusters Score -6015640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6015642.000000 Penalty: 5380.162109
	Iteration 32Q: 3 clusters Score -6015642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6015648.500000 Penalty: 5380.162109
	Iteration 33Q: 3 clusters Score -6015648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6015641.500000 Penalty: 5380.162109
	Iteration 34Q: 3 clusters Score -6015642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6015640.500000 Penalty: 5380.162109
	Iteration 35Q: 3 clusters Score -6015640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6015643.500000 Penalty: 5380.162109
	Iteration 36Q: 3 clusters Score -6015644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6015651.000000 Penalty: 5380.162109
	Iteration 37Q: 3 clusters Score -6015651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6015650.000000 Penalty: 5380.162109
	Iteration 38Q: 3 clusters Score -6015650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6015650.000000 Penalty: 5380.162109
	Iteration 39F: 3 clusters Score -6015650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -608263.125000 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -608263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -602890.625000 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -602890.6 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -604560.812500 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -604560.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -605053.437500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -605053.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -605448.000000 Penalty: 4345.573730
	Iteration 3F: 3 clusters Score -605448 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -605749.375000 Penalty: 4345.573730
	Iteration 4F: 3 clusters Score -605749.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -605997.937500 Penalty: 4345.573730
	Iteration 5F: 3 clusters Score -605997.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -606211.875000 Penalty: 4345.573730
	Iteration 6Q: 3 clusters Score -606211.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -606398.375000 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -606398.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -606529.937500 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -606529.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -606616.312500 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -606616.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -606670.437500 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -606670.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -606708.437500 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -606708.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -606730.312500 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -606730.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -606747.625000 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -606747.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -606764.062500 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -606764.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -606774.062500 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -606774.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -606786.687500 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -606786.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606794.062500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -606794.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -606801.312500 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -606801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -606807.062500 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -606807.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -606809.312500 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -606809.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -606813.375000 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -606813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -606818.750000 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -606818.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -606821.625000 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -606821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -606824.125000 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -606824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -606827.312500 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -606827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -606826.500000 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -606826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606830.000000 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -606830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -606832.375000 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -606832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -606832.500000 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -606832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606831.937500 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -606831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606831.937500 Penalty: 4345.573730
	Iteration 31F: 3 clusters Score -606831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Entering Unmasked Estep 
Score: -4464969.500000 Penalty: 2619.348145
	Iteration 0F: 2 clusters Score -4464970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4438697.000000 Penalty: 5238.696289
	Iteration 0F: 3 clusters Score -4438697 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4448427.000000 Penalty: 5238.696289
	Iteration 1F: 3 clusters Score -4448427 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4448988.000000 Penalty: 5238.696289
	Iteration 2Q: 3 clusters Score -4448988 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -4449604.500000 Penalty: 5238.696289
	Iteration 3Q: 3 clusters Score -4449604 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4450298.500000 Penalty: 5238.696289
	Iteration 4Q: 3 clusters Score -4450298 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4451272.500000 Penalty: 5238.696289
	Iteration 5Q: 3 clusters Score -4451272 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -4452478.000000 Penalty: 5238.696289
	Iteration 6F: 3 clusters Score -4452478 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4453821.500000 Penalty: 5238.696289
	Iteration 7F: 3 clusters Score -4453822 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4455074.500000 Penalty: 5238.696289
	Iteration 8F: 3 clusters Score -4455074 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4456125.500000 Penalty: 5238.696289
	Iteration 9F: 3 clusters Score -4456126 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4456866.500000 Penalty: 5238.696289
	Iteration 10Q: 3 clusters Score -4456866 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4457381.500000 Penalty: 5238.696289
	Iteration 11Q: 3 clusters Score -4457382 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4457792.000000 Penalty: 5238.696289
	Iteration 12Q: 3 clusters Score -4457792 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4458163.000000 Penalty: 5238.696289
	Iteration 13Q: 3 clusters Score -4458163 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4458489.000000 Penalty: 5238.696289
	Iteration 14Q: 3 clusters Score -4458489 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4458838.000000 Penalty: 5238.696289
	Iteration 15Q: 3 clusters Score -4458838 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4459173.000000 Penalty: 5238.696289
	Iteration 16Q: 3 clusters Score -4459173 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -4459511.500000 Penalty: 5238.696289
	Iteration 17Q: 3 clusters Score -4459512 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4459925.000000 Penalty: 5238.696289
	Iteration 18Q: 3 clusters Score -4459925 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -4460283.500000 Penalty: 5238.696289
	Iteration 19Q: 3 clusters Score -4460284 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4460663.000000 Penalty: 5238.696289
	Iteration 20F: 3 clusters Score -4460663 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4461009.500000 Penalty: 5238.696289
	Iteration 21Q: 3 clusters Score -4461010 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4461367.000000 Penalty: 5238.696289
	Iteration 22Q: 3 clusters Score -4461367 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4461690.000000 Penalty: 5238.696289
	Iteration 23Q: 3 clusters Score -4461690 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4461946.500000 Penalty: 5238.696289
	Iteration 24Q: 3 clusters Score -4461946 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4462150.000000 Penalty: 5238.696289
	Iteration 25Q: 3 clusters Score -4462150 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4462318.000000 Penalty: 5238.696289
	Iteration 26Q: 3 clusters Score -4462318 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4462418.000000 Penalty: 5238.696289
	Iteration 27Q: 3 clusters Score -4462418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4462517.000000 Penalty: 5238.696289
	Iteration 28Q: 3 clusters Score -4462517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4462571.000000 Penalty: 5238.696289
	Iteration 29Q: 3 clusters Score -4462571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4462618.500000 Penalty: 5238.696289
	Iteration 30Q: 3 clusters Score -4462618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4462649.000000 Penalty: 5238.696289
	Iteration 31Q: 3 clusters Score -4462649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4462671.500000 Penalty: 5238.696289
	Iteration 32Q: 3 clusters Score -4462672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4462687.000000 Penalty: 5238.696289
	Iteration 33Q: 3 clusters Score -4462687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4462700.500000 Penalty: 5238.696289
	Iteration 34Q: 3 clusters Score -4462700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4462713.000000 Penalty: 5238.696289
	Iteration 35Q: 3 clusters Score -4462713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4462729.000000 Penalty: 5238.696289
	Iteration 36Q: 3 clusters Score -4462729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4462735.500000 Penalty: 5238.696289
	Iteration 37Q: 3 clusters Score -4462736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4462750.000000 Penalty: 5238.696289
	Iteration 38Q: 3 clusters Score -4462750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4462753.500000 Penalty: 5238.696289
	Iteration 39Q: 3 clusters Score -4462754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4462762.500000 Penalty: 5238.696289
	Iteration 40F: 3 clusters Score -4462762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4462767.000000 Penalty: 5238.696289
	Iteration 41Q: 3 clusters Score -4462767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4462757.500000 Penalty: 5238.696289
	Iteration 42Q: 3 clusters Score -4462758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4462763.500000 Penalty: 5238.696289
	Iteration 43Q: 3 clusters Score -4462764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4462768.000000 Penalty: 5238.696289
	Iteration 44Q: 3 clusters Score -4462768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4462773.500000 Penalty: 5238.696289
	Iteration 45Q: 3 clusters Score -4462774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4462771.500000 Penalty: 5238.696289
	Iteration 46Q: 3 clusters Score -4462772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4462771.500000 Penalty: 5238.696289
	Iteration 47F: 3 clusters Score -4462772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (247953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247953 members 
Entering Unmasked Estep 
Score: -29066850.000000 Penalty: 3080.406738
	Iteration 0F: 2 clusters Score -2.906685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123846 members 
Mstep: Class 2 contains 124107 members 
Entering Unmasked Estep 
Score: -28908990.000000 Penalty: 6160.813477
	Iteration 0F: 3 clusters Score -2.890899e+07 nChanged 119903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122171 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -28979526.000000 Penalty: 6160.813477
	Iteration 1F: 3 clusters Score -2.897953e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -28981218.000000 Penalty: 6160.813477
	Iteration 2Q: 3 clusters Score -2.898122e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122326 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -28983386.000000 Penalty: 6160.813477
	Iteration 3Q: 3 clusters Score -2.898339e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -28986714.000000 Penalty: 6160.813477
	Iteration 4Q: 3 clusters Score -2.898671e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 123853 members 
Entering Unmasked Estep 
Score: -28991742.000000 Penalty: 6160.813477
	Iteration 5Q: 3 clusters Score -2.899174e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125561 members 
Mstep: Class 2 contains 122392 members 
Entering Unmasked Estep 
Score: -28998594.000000 Penalty: 6160.813477
	Iteration 6F: 3 clusters Score -2.899859e+07 nChanged 15113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -29006454.000000 Penalty: 6160.813477
	Iteration 7F: 3 clusters Score -2.900645e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -29014206.000000 Penalty: 6160.813477
	Iteration 8F: 3 clusters Score -2.901421e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123126 members 
Mstep: Class 2 contains 124827 members 
Entering Unmasked Estep 
Score: -29020582.000000 Penalty: 6160.813477
	Iteration 9F: 3 clusters Score -2.902058e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -29024514.000000 Penalty: 6160.813477
	Iteration 10Q: 3 clusters Score -2.902451e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -29027782.000000 Penalty: 6160.813477
	Iteration 11Q: 3 clusters Score -2.902778e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -29030600.000000 Penalty: 6160.813477
	Iteration 12Q: 3 clusters Score -2.90306e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -29033330.000000 Penalty: 6160.813477
	Iteration 13Q: 3 clusters Score -2.903333e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -29036256.000000 Penalty: 6160.813477
	Iteration 14Q: 3 clusters Score -2.903626e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 167361 members 
Entering Unmasked Estep 
Score: -29039924.000000 Penalty: 6160.813477
	Iteration 15Q: 3 clusters Score -2.903992e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -29044020.000000 Penalty: 6160.813477
	Iteration 16Q: 3 clusters Score -2.904402e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 187524 members 
Entering Unmasked Estep 
Score: -29047992.000000 Penalty: 6160.813477
	Iteration 17Q: 3 clusters Score -2.904799e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 197174 members 
Entering Unmasked Estep 
Score: -29051432.000000 Penalty: 6160.813477
	Iteration 18Q: 3 clusters Score -2.905143e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 206047 members 
Entering Unmasked Estep 
Score: -29054648.000000 Penalty: 6160.813477
	Iteration 19Q: 3 clusters Score -2.905465e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 213858 members 
Entering Unmasked Estep 
Score: -29057330.000000 Penalty: 6160.813477
	Iteration 20F: 3 clusters Score -2.905733e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 220434 members 
Entering Unmasked Estep 
Score: -29059186.000000 Penalty: 6160.813477
	Iteration 21Q: 3 clusters Score -2.905919e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 225883 members 
Entering Unmasked Estep 
Score: -29060976.000000 Penalty: 6160.813477
	Iteration 22Q: 3 clusters Score -2.906098e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 230106 members 
Entering Unmasked Estep 
Score: -29062198.000000 Penalty: 6160.813477
	Iteration 23Q: 3 clusters Score -2.90622e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 233335 members 
Entering Unmasked Estep 
Score: -29062890.000000 Penalty: 6160.813477
	Iteration 24Q: 3 clusters Score -2.906289e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 235855 members 
Entering Unmasked Estep 
Score: -29063424.000000 Penalty: 6160.813477
	Iteration 25Q: 3 clusters Score -2.906342e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 237722 members 
Entering Unmasked Estep 
Score: -29063854.000000 Penalty: 6160.813477
	Iteration 26Q: 3 clusters Score -2.906385e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 239162 members 
Entering Unmasked Estep 
Score: -29064052.000000 Penalty: 6160.813477
	Iteration 27Q: 3 clusters Score -2.906405e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 240255 members 
Entering Unmasked Estep 
Score: -29064284.000000 Penalty: 6160.813477
	Iteration 28Q: 3 clusters Score -2.906428e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 241032 members 
Entering Unmasked Estep 
Score: -29064472.000000 Penalty: 6160.813477
	Iteration 29Q: 3 clusters Score -2.906447e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 241648 members 
Entering Unmasked Estep 
Score: -29064600.000000 Penalty: 6160.813477
	Iteration 30Q: 3 clusters Score -2.90646e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 242155 members 
Entering Unmasked Estep 
Score: -29064750.000000 Penalty: 6160.813477
	Iteration 31Q: 3 clusters Score -2.906475e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 242575 members 
Entering Unmasked Estep 
Score: -29064850.000000 Penalty: 6160.813477
	Iteration 32Q: 3 clusters Score -2.906485e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 242928 members 
Entering Unmasked Estep 
Score: -29064898.000000 Penalty: 6160.813477
	Iteration 33Q: 3 clusters Score -2.90649e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 243207 members 
Entering Unmasked Estep 
Score: -29064898.000000 Penalty: 6160.813477
	Iteration 34Q: 3 clusters Score -2.90649e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 243415 members 
Entering Unmasked Estep 
Score: -29064920.000000 Penalty: 6160.813477
	Iteration 35Q: 3 clusters Score -2.906492e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 243585 members 
Entering Unmasked Estep 
Score: -29064962.000000 Penalty: 6160.813477
	Iteration 36Q: 3 clusters Score -2.906496e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 243750 members 
Entering Unmasked Estep 
Score: -29064964.000000 Penalty: 6160.813477
	Iteration 37Q: 3 clusters Score -2.906496e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 243878 members 
Entering Unmasked Estep 
Score: -29064958.000000 Penalty: 6160.813477
	Iteration 38Q: 3 clusters Score -2.906496e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 243974 members 
Entering Unmasked Estep 
Score: -29064956.000000 Penalty: 6160.813477
	Iteration 39Q: 3 clusters Score -2.906496e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 244044 members 
Entering Unmasked Estep 
Score: -29064966.000000 Penalty: 6160.813477
	Iteration 40F: 3 clusters Score -2.906497e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 244092 members 
Entering Unmasked Estep 
Score: -29064984.000000 Penalty: 6160.813477
	Iteration 41Q: 3 clusters Score -2.906498e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 244140 members 
Entering Unmasked Estep 
Score: -29065008.000000 Penalty: 6160.813477
	Iteration 42Q: 3 clusters Score -2.906501e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 244182 members 
Entering Unmasked Estep 
Score: -29064974.000000 Penalty: 6160.813477
	Iteration 43Q: 3 clusters Score -2.906497e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 244229 members 
Entering Unmasked Estep 
Score: -29064992.000000 Penalty: 6160.813477
	Iteration 44Q: 3 clusters Score -2.906499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 244289 members 
Entering Unmasked Estep 
Score: -29064988.000000 Penalty: 6160.813477
	Iteration 45Q: 3 clusters Score -2.906499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 244330 members 
Entering Unmasked Estep 
Score: -29065006.000000 Penalty: 6160.813477
	Iteration 46Q: 3 clusters Score -2.906501e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 244360 members 
Entering Unmasked Estep 
Score: -29065016.000000 Penalty: 6160.813477
	Iteration 47Q: 3 clusters Score -2.906502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 244379 members 
Entering Unmasked Estep 
Score: -29065044.000000 Penalty: 6160.813477
	Iteration 48Q: 3 clusters Score -2.906504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 244403 members 
Entering Unmasked Estep 
Score: -29065060.000000 Penalty: 6160.813477
	Iteration 49Q: 3 clusters Score -2.906506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 244421 members 
Entering Unmasked Estep 
Score: -29065052.000000 Penalty: 6160.813477
	Iteration 50Q: 3 clusters Score -2.906505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 244437 members 
Entering Unmasked Estep 
Score: -29065044.000000 Penalty: 6160.813477
	Iteration 51Q: 3 clusters Score -2.906504e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 244460 members 
Entering Unmasked Estep 
Score: -29065032.000000 Penalty: 6160.813477
	Iteration 52Q: 3 clusters Score -2.906503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 244476 members 
Entering Unmasked Estep 
Score: -29065054.000000 Penalty: 6160.813477
	Iteration 53Q: 3 clusters Score -2.906505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 244492 members 
Entering Unmasked Estep 
Score: -29065058.000000 Penalty: 6160.813477
	Iteration 54Q: 3 clusters Score -2.906506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 244510 members 
Entering Unmasked Estep 
Score: -29065068.000000 Penalty: 6160.813477
	Iteration 55Q: 3 clusters Score -2.906507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 244524 members 
Entering Unmasked Estep 
Score: -29065086.000000 Penalty: 6160.813477
	Iteration 56Q: 3 clusters Score -2.906509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 244539 members 
Entering Unmasked Estep 
Score: -29065088.000000 Penalty: 6160.813477
	Iteration 57Q: 3 clusters Score -2.906509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 244561 members 
Entering Unmasked Estep 
Score: -29065086.000000 Penalty: 6160.813477
	Iteration 58Q: 3 clusters Score -2.906509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 244578 members 
Entering Unmasked Estep 
Score: -29065096.000000 Penalty: 6160.813477
	Iteration 59Q: 3 clusters Score -2.90651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 244603 members 
Entering Unmasked Estep 
Score: -29065102.000000 Penalty: 6160.813477
	Iteration 60F: 3 clusters Score -2.90651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 244619 members 
Entering Unmasked Estep 
Score: -29065144.000000 Penalty: 6160.813477
	Iteration 61Q: 3 clusters Score -2.906514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 244626 members 
Entering Unmasked Estep 
Score: -29065134.000000 Penalty: 6160.813477
	Iteration 62Q: 3 clusters Score -2.906513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 244636 members 
Entering Unmasked Estep 
Score: -29065140.000000 Penalty: 6160.813477
	Iteration 63Q: 3 clusters Score -2.906514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 244647 members 
Entering Unmasked Estep 
Score: -29065128.000000 Penalty: 6160.813477
	Iteration 64Q: 3 clusters Score -2.906513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 244654 members 
Entering Unmasked Estep 
Score: -29065130.000000 Penalty: 6160.813477
	Iteration 65Q: 3 clusters Score -2.906513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 244661 members 
Entering Unmasked Estep 
Score: -29065110.000000 Penalty: 6160.813477
	Iteration 66Q: 3 clusters Score -2.906511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 244668 members 
Entering Unmasked Estep 
Score: -29065116.000000 Penalty: 6160.813477
	Iteration 67Q: 3 clusters Score -2.906512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 244675 members 
Entering Unmasked Estep 
Score: -29065102.000000 Penalty: 6160.813477
	Iteration 68Q: 3 clusters Score -2.90651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 244677 members 
Entering Unmasked Estep 
Score: -29065096.000000 Penalty: 6160.813477
	Iteration 69Q: 3 clusters Score -2.90651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 244679 members 
Entering Unmasked Estep 
Score: -29065098.000000 Penalty: 6160.813477
	Iteration 70Q: 3 clusters Score -2.90651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 244681 members 
Entering Unmasked Estep 
Score: -29065126.000000 Penalty: 6160.813477
	Iteration 71Q: 3 clusters Score -2.906513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 244682 members 
Entering Unmasked Estep 
Score: -29065130.000000 Penalty: 6160.813477
	Iteration 72Q: 3 clusters Score -2.906513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 244689 members 
Entering Unmasked Estep 
Score: -29065120.000000 Penalty: 6160.813477
	Iteration 73Q: 3 clusters Score -2.906512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 244690 members 
Entering Unmasked Estep 
Score: -29065106.000000 Penalty: 6160.813477
	Iteration 74Q: 3 clusters Score -2.906511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 244688 members 
Entering Unmasked Estep 
Score: -29065126.000000 Penalty: 6160.813477
	Iteration 75Q: 3 clusters Score -2.906513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 244690 members 
Entering Unmasked Estep 
Score: -29065114.000000 Penalty: 6160.813477
	Iteration 76Q: 3 clusters Score -2.906511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 244693 members 
Entering Unmasked Estep 
Score: -29065128.000000 Penalty: 6160.813477
	Iteration 77Q: 3 clusters Score -2.906513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 244698 members 
Entering Unmasked Estep 
Score: -29065132.000000 Penalty: 6160.813477
	Iteration 78Q: 3 clusters Score -2.906513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 244701 members 
Entering Unmasked Estep 
Score: -29065136.000000 Penalty: 6160.813477
	Iteration 79Q: 3 clusters Score -2.906514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 244704 members 
Entering Unmasked Estep 
Score: -29065120.000000 Penalty: 6160.813477
	Iteration 80F: 3 clusters Score -2.906512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 244706 members 
Entering Unmasked Estep 
Score: -29065128.000000 Penalty: 6160.813477
	Iteration 81Q: 3 clusters Score -2.906513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 244704 members 
Entering Unmasked Estep 
Score: -29065122.000000 Penalty: 6160.813477
	Iteration 82Q: 3 clusters Score -2.906512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 244703 members 
Entering Unmasked Estep 
Score: -29065128.000000 Penalty: 6160.813477
	Iteration 83Q: 3 clusters Score -2.906513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 244703 members 
Entering Unmasked Estep 
Score: -29065128.000000 Penalty: 6160.813477
	Iteration 84F: 3 clusters Score -2.906513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Entering Unmasked Estep 
Score: -3877341.500000 Penalty: 2585.697998
	Iteration 0F: 2 clusters Score -3877342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3854424.250000 Penalty: 5171.395996
	Iteration 0F: 3 clusters Score -3854424 nChanged 15284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3863022.500000 Penalty: 5171.395996
	Iteration 1F: 3 clusters Score -3863022 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3863859.250000 Penalty: 5171.395996
	Iteration 2F: 3 clusters Score -3863859 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3864921.750000 Penalty: 5171.395996
	Iteration 3F: 3 clusters Score -3864922 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3866255.750000 Penalty: 5171.395996
	Iteration 4F: 3 clusters Score -3866256 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3867637.250000 Penalty: 5171.395996
	Iteration 5F: 3 clusters Score -3867637 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3868917.750000 Penalty: 5171.395996
	Iteration 6F: 3 clusters Score -3868918 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3870007.500000 Penalty: 5171.395996
	Iteration 7F: 3 clusters Score -3870008 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3870851.250000 Penalty: 5171.395996
	Iteration 8Q: 3 clusters Score -3870851 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3871620.250000 Penalty: 5171.395996
	Iteration 9Q: 3 clusters Score -3871620 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3872295.000000 Penalty: 5171.395996
	Iteration 10Q: 3 clusters Score -3872295 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3872952.500000 Penalty: 5171.395996
	Iteration 11Q: 3 clusters Score -3872952 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3873514.250000 Penalty: 5171.395996
	Iteration 12Q: 3 clusters Score -3873514 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3873989.500000 Penalty: 5171.395996
	Iteration 13Q: 3 clusters Score -3873990 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3874330.750000 Penalty: 5171.395996
	Iteration 14Q: 3 clusters Score -3874331 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3874576.000000 Penalty: 5171.395996
	Iteration 15Q: 3 clusters Score -3874576 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3874741.000000 Penalty: 5171.395996
	Iteration 16Q: 3 clusters Score -3874741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3874851.500000 Penalty: 5171.395996
	Iteration 17Q: 3 clusters Score -3874852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3874928.750000 Penalty: 5171.395996
	Iteration 18Q: 3 clusters Score -3874929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3874979.750000 Penalty: 5171.395996
	Iteration 19Q: 3 clusters Score -3874980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3875026.250000 Penalty: 5171.395996
	Iteration 20F: 3 clusters Score -3875026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3875052.250000 Penalty: 5171.395996
	Iteration 21Q: 3 clusters Score -3875052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3875074.750000 Penalty: 5171.395996
	Iteration 22Q: 3 clusters Score -3875075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3875100.250000 Penalty: 5171.395996
	Iteration 23Q: 3 clusters Score -3875100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3875114.250000 Penalty: 5171.395996
	Iteration 24Q: 3 clusters Score -3875114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3875118.000000 Penalty: 5171.395996
	Iteration 25Q: 3 clusters Score -3875118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3875121.000000 Penalty: 5171.395996
	Iteration 26Q: 3 clusters Score -3875121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3875129.000000 Penalty: 5171.395996
	Iteration 27Q: 3 clusters Score -3875129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3875136.500000 Penalty: 5171.395996
	Iteration 28Q: 3 clusters Score -3875136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3875137.250000 Penalty: 5171.395996
	Iteration 29Q: 3 clusters Score -3875137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3875137.250000 Penalty: 5171.395996
	Iteration 30F: 3 clusters Score -3875137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Entering Unmasked Estep 
Score: -1472574.750000 Penalty: 2340.869141
	Iteration 0F: 2 clusters Score -1472575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1463231.500000 Penalty: 4681.738281
	Iteration 0F: 3 clusters Score -1463232 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1466002.500000 Penalty: 4681.738281
	Iteration 1F: 3 clusters Score -1466002 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1466320.500000 Penalty: 4681.738281
	Iteration 2F: 3 clusters Score -1466320 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1466597.625000 Penalty: 4681.738281
	Iteration 3F: 3 clusters Score -1466598 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1466836.750000 Penalty: 4681.738281
	Iteration 4Q: 3 clusters Score -1466837 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1467060.875000 Penalty: 4681.738281
	Iteration 5Q: 3 clusters Score -1467061 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1467301.000000 Penalty: 4681.738281
	Iteration 6Q: 3 clusters Score -1467301 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1467527.375000 Penalty: 4681.738281
	Iteration 7Q: 3 clusters Score -1467527 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1467739.875000 Penalty: 4681.738281
	Iteration 8Q: 3 clusters Score -1467740 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1467965.125000 Penalty: 4681.738281
	Iteration 9Q: 3 clusters Score -1467965 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1468227.375000 Penalty: 4681.738281
	Iteration 10Q: 3 clusters Score -1468227 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1468551.125000 Penalty: 4681.738281
	Iteration 11Q: 3 clusters Score -1468551 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1468882.125000 Penalty: 4681.738281
	Iteration 12Q: 3 clusters Score -1468882 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1469243.750000 Penalty: 4681.738281
	Iteration 13Q: 3 clusters Score -1469244 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1469580.500000 Penalty: 4681.738281
	Iteration 14Q: 3 clusters Score -1469580 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1469827.750000 Penalty: 4681.738281
	Iteration 15Q: 3 clusters Score -1469828 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1469981.500000 Penalty: 4681.738281
	Iteration 16Q: 3 clusters Score -1469982 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1470078.375000 Penalty: 4681.738281
	Iteration 17Q: 3 clusters Score -1470078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1470146.500000 Penalty: 4681.738281
	Iteration 18Q: 3 clusters Score -1470146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1470197.125000 Penalty: 4681.738281
	Iteration 19Q: 3 clusters Score -1470197 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1470226.875000 Penalty: 4681.738281
	Iteration 20F: 3 clusters Score -1470227 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1470250.875000 Penalty: 4681.738281
	Iteration 21Q: 3 clusters Score -1470251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1470277.000000 Penalty: 4681.738281
	Iteration 22Q: 3 clusters Score -1470277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1470301.625000 Penalty: 4681.738281
	Iteration 23Q: 3 clusters Score -1470302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1470322.125000 Penalty: 4681.738281
	Iteration 24Q: 3 clusters Score -1470322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1470346.750000 Penalty: 4681.738281
	Iteration 25Q: 3 clusters Score -1470347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1470365.000000 Penalty: 4681.738281
	Iteration 26Q: 3 clusters Score -1470365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1470379.125000 Penalty: 4681.738281
	Iteration 27Q: 3 clusters Score -1470379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1470402.875000 Penalty: 4681.738281
	Iteration 28Q: 3 clusters Score -1470403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1470432.375000 Penalty: 4681.738281
	Iteration 29Q: 3 clusters Score -1470432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1470453.000000 Penalty: 4681.738281
	Iteration 30Q: 3 clusters Score -1470453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1470471.500000 Penalty: 4681.738281
	Iteration 31Q: 3 clusters Score -1470472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1470492.250000 Penalty: 4681.738281
	Iteration 32Q: 3 clusters Score -1470492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1470502.000000 Penalty: 4681.738281
	Iteration 33Q: 3 clusters Score -1470502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1470526.500000 Penalty: 4681.738281
	Iteration 34Q: 3 clusters Score -1470526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1470542.500000 Penalty: 4681.738281
	Iteration 35Q: 3 clusters Score -1470542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1470561.375000 Penalty: 4681.738281
	Iteration 36Q: 3 clusters Score -1470561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1470573.625000 Penalty: 4681.738281
	Iteration 37Q: 3 clusters Score -1470574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1470593.000000 Penalty: 4681.738281
	Iteration 38Q: 3 clusters Score -1470593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1470597.625000 Penalty: 4681.738281
	Iteration 39Q: 3 clusters Score -1470598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1470607.625000 Penalty: 4681.738281
	Iteration 40F: 3 clusters Score -1470608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1470620.375000 Penalty: 4681.738281
	Iteration 41Q: 3 clusters Score -1470620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1470630.500000 Penalty: 4681.738281
	Iteration 42Q: 3 clusters Score -1470630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1470638.750000 Penalty: 4681.738281
	Iteration 43Q: 3 clusters Score -1470639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1470642.375000 Penalty: 4681.738281
	Iteration 44Q: 3 clusters Score -1470642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1470645.625000 Penalty: 4681.738281
	Iteration 45Q: 3 clusters Score -1470646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1470648.250000 Penalty: 4681.738281
	Iteration 46Q: 3 clusters Score -1470648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1470655.375000 Penalty: 4681.738281
	Iteration 47Q: 3 clusters Score -1470655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1470661.875000 Penalty: 4681.738281
	Iteration 48Q: 3 clusters Score -1470662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1470669.125000 Penalty: 4681.738281
	Iteration 49Q: 3 clusters Score -1470669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1470670.500000 Penalty: 4681.738281
	Iteration 50Q: 3 clusters Score -1470670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1470676.750000 Penalty: 4681.738281
	Iteration 51Q: 3 clusters Score -1470677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1470679.625000 Penalty: 4681.738281
	Iteration 52Q: 3 clusters Score -1470680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1470683.000000 Penalty: 4681.738281
	Iteration 53Q: 3 clusters Score -1470683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1470683.000000 Penalty: 4681.738281
	Iteration 54Q: 3 clusters Score -1470683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1470685.875000 Penalty: 4681.738281
	Iteration 55Q: 3 clusters Score -1470686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1470688.250000 Penalty: 4681.738281
	Iteration 56Q: 3 clusters Score -1470688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1470687.375000 Penalty: 4681.738281
	Iteration 57Q: 3 clusters Score -1470687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1470690.000000 Penalty: 4681.738281
	Iteration 58Q: 3 clusters Score -1470690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1470688.250000 Penalty: 4681.738281
	Iteration 59Q: 3 clusters Score -1470688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1470690.000000 Penalty: 4681.738281
	Iteration 60F: 3 clusters Score -1470690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1470691.375000 Penalty: 4681.738281
	Iteration 61Q: 3 clusters Score -1470691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1470696.500000 Penalty: 4681.738281
	Iteration 62Q: 3 clusters Score -1470696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1470695.000000 Penalty: 4681.738281
	Iteration 63Q: 3 clusters Score -1470695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1470696.500000 Penalty: 4681.738281
	Iteration 64Q: 3 clusters Score -1470696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1470697.875000 Penalty: 4681.738281
	Iteration 65Q: 3 clusters Score -1470698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1470695.625000 Penalty: 4681.738281
	Iteration 66Q: 3 clusters Score -1470696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1470700.000000 Penalty: 4681.738281
	Iteration 67Q: 3 clusters Score -1470700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1470701.125000 Penalty: 4681.738281
	Iteration 68Q: 3 clusters Score -1470701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1470700.750000 Penalty: 4681.738281
	Iteration 69Q: 3 clusters Score -1470701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1470702.500000 Penalty: 4681.738281
	Iteration 70Q: 3 clusters Score -1470702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1470703.125000 Penalty: 4681.738281
	Iteration 71Q: 3 clusters Score -1470703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1470705.875000 Penalty: 4681.738281
	Iteration 72Q: 3 clusters Score -1470706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1470707.375000 Penalty: 4681.738281
	Iteration 73Q: 3 clusters Score -1470707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1470709.750000 Penalty: 4681.738281
	Iteration 74Q: 3 clusters Score -1470710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1470712.375000 Penalty: 4681.738281
	Iteration 75Q: 3 clusters Score -1470712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1470710.125000 Penalty: 4681.738281
	Iteration 76Q: 3 clusters Score -1470710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1470712.625000 Penalty: 4681.738281
	Iteration 77Q: 3 clusters Score -1470713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1470709.750000 Penalty: 4681.738281
	Iteration 78Q: 3 clusters Score -1470710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1470709.750000 Penalty: 4681.738281
	Iteration 79F: 3 clusters Score -1470710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -267671.343750 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -267671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -264837.343750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -264837.3 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -265364.218750 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -265364.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265532.375000 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -265532.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -265629.531250 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -265629.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265690.750000 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -265690.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -265726.437500 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -265726.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -265753.718750 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -265753.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -265770.843750 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -265770.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -265783.593750 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -265783.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -265792.031250 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -265792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -265800.937500 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -265800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -265804.343750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -265804.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -265808.562500 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -265808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -265813.031250 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -265813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -265817.812500 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -265817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -265822.843750 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -265822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -265826.468750 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -265826.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -265829.875000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -265829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -265831.718750 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -265831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -265832.093750 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -265832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -265832.093750 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -265832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (140171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Entering Unmasked Estep 
Score: -16166381.000000 Penalty: 2938.953369
	Iteration 0F: 2 clusters Score -1.616638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -16072616.000000 Penalty: 5877.906738
	Iteration 0F: 3 clusters Score -1.607262e+07 nChanged 66910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -16111307.000000 Penalty: 5877.906738
	Iteration 1F: 3 clusters Score -1.611131e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -16112224.000000 Penalty: 5877.906738
	Iteration 2Q: 3 clusters Score -1.611222e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -16113129.000000 Penalty: 5877.906738
	Iteration 3Q: 3 clusters Score -1.611313e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -16114071.000000 Penalty: 5877.906738
	Iteration 4Q: 3 clusters Score -1.611407e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -16115092.000000 Penalty: 5877.906738
	Iteration 5Q: 3 clusters Score -1.611509e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -16116286.000000 Penalty: 5877.906738
	Iteration 6Q: 3 clusters Score -1.611629e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -16117635.000000 Penalty: 5877.906738
	Iteration 7Q: 3 clusters Score -1.611764e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -16119253.000000 Penalty: 5877.906738
	Iteration 8Q: 3 clusters Score -1.611925e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -16121156.000000 Penalty: 5877.906738
	Iteration 9Q: 3 clusters Score -1.612116e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -16123627.000000 Penalty: 5877.906738
	Iteration 10Q: 3 clusters Score -1.612363e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -16127214.000000 Penalty: 5877.906738
	Iteration 11Q: 3 clusters Score -1.612721e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -16131703.000000 Penalty: 5877.906738
	Iteration 12Q: 3 clusters Score -1.61317e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -16136185.000000 Penalty: 5877.906738
	Iteration 13Q: 3 clusters Score -1.613618e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -16138932.000000 Penalty: 5877.906738
	Iteration 14Q: 3 clusters Score -1.613893e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -16139965.000000 Penalty: 5877.906738
	Iteration 15Q: 3 clusters Score -1.613996e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -16140362.000000 Penalty: 5877.906738
	Iteration 16Q: 3 clusters Score -1.614036e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -16140686.000000 Penalty: 5877.906738
	Iteration 17Q: 3 clusters Score -1.614069e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -16140896.000000 Penalty: 5877.906738
	Iteration 18Q: 3 clusters Score -1.61409e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -16141306.000000 Penalty: 5877.906738
	Iteration 19Q: 3 clusters Score -1.614131e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -16141822.000000 Penalty: 5877.906738
	Iteration 20F: 3 clusters Score -1.614182e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -16142191.000000 Penalty: 5877.906738
	Iteration 21Q: 3 clusters Score -1.614219e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -16142661.000000 Penalty: 5877.906738
	Iteration 22Q: 3 clusters Score -1.614266e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -16143169.000000 Penalty: 5877.906738
	Iteration 23Q: 3 clusters Score -1.614317e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -16143725.000000 Penalty: 5877.906738
	Iteration 24Q: 3 clusters Score -1.614372e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -16144373.000000 Penalty: 5877.906738
	Iteration 25Q: 3 clusters Score -1.614437e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -16145024.000000 Penalty: 5877.906738
	Iteration 26Q: 3 clusters Score -1.614502e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -16145906.000000 Penalty: 5877.906738
	Iteration 27Q: 3 clusters Score -1.614591e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -16146983.000000 Penalty: 5877.906738
	Iteration 28Q: 3 clusters Score -1.614698e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -16148208.000000 Penalty: 5877.906738
	Iteration 29Q: 3 clusters Score -1.614821e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -16149519.000000 Penalty: 5877.906738
	Iteration 30Q: 3 clusters Score -1.614952e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -16150958.000000 Penalty: 5877.906738
	Iteration 31Q: 3 clusters Score -1.615096e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -16152466.000000 Penalty: 5877.906738
	Iteration 32Q: 3 clusters Score -1.615247e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -16154136.000000 Penalty: 5877.906738
	Iteration 33Q: 3 clusters Score -1.615414e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -16155781.000000 Penalty: 5877.906738
	Iteration 34Q: 3 clusters Score -1.615578e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130159 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -16157361.000000 Penalty: 5877.906738
	Iteration 35Q: 3 clusters Score -1.615736e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -16158729.000000 Penalty: 5877.906738
	Iteration 36Q: 3 clusters Score -1.615873e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -16159965.000000 Penalty: 5877.906738
	Iteration 37Q: 3 clusters Score -1.615996e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135541 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -16160914.000000 Penalty: 5877.906738
	Iteration 38Q: 3 clusters Score -1.616091e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -16161634.000000 Penalty: 5877.906738
	Iteration 39Q: 3 clusters Score -1.616163e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -16162247.000000 Penalty: 5877.906738
	Iteration 40F: 3 clusters Score -1.616225e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -16162719.000000 Penalty: 5877.906738
	Iteration 41Q: 3 clusters Score -1.616272e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138349 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -16163037.000000 Penalty: 5877.906738
	Iteration 42Q: 3 clusters Score -1.616304e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16163269.000000 Penalty: 5877.906738
	Iteration 43Q: 3 clusters Score -1.616327e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16163414.000000 Penalty: 5877.906738
	Iteration 44Q: 3 clusters Score -1.616341e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -16163484.000000 Penalty: 5877.906738
	Iteration 45Q: 3 clusters Score -1.616348e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16163553.000000 Penalty: 5877.906738
	Iteration 46Q: 3 clusters Score -1.616355e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139179 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16163586.000000 Penalty: 5877.906738
	Iteration 47Q: 3 clusters Score -1.616359e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16163639.000000 Penalty: 5877.906738
	Iteration 48Q: 3 clusters Score -1.616364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -16163690.000000 Penalty: 5877.906738
	Iteration 49Q: 3 clusters Score -1.616369e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139310 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16163701.000000 Penalty: 5877.906738
	Iteration 50Q: 3 clusters Score -1.61637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139337 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16163733.000000 Penalty: 5877.906738
	Iteration 51Q: 3 clusters Score -1.616373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139355 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16163764.000000 Penalty: 5877.906738
	Iteration 52Q: 3 clusters Score -1.616376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16163761.000000 Penalty: 5877.906738
	Iteration 53Q: 3 clusters Score -1.616376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139382 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16163764.000000 Penalty: 5877.906738
	Iteration 54Q: 3 clusters Score -1.616376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16163778.000000 Penalty: 5877.906738
	Iteration 55Q: 3 clusters Score -1.616378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139412 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16163800.000000 Penalty: 5877.906738
	Iteration 56Q: 3 clusters Score -1.61638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16163791.000000 Penalty: 5877.906738
	Iteration 57Q: 3 clusters Score -1.616379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139432 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16163796.000000 Penalty: 5877.906738
	Iteration 58Q: 3 clusters Score -1.61638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16163795.000000 Penalty: 5877.906738
	Iteration 59Q: 3 clusters Score -1.61638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16163803.000000 Penalty: 5877.906738
	Iteration 60F: 3 clusters Score -1.61638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139456 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16163785.000000 Penalty: 5877.906738
	Iteration 61Q: 3 clusters Score -1.616378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16163803.000000 Penalty: 5877.906738
	Iteration 62Q: 3 clusters Score -1.61638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139463 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16163803.000000 Penalty: 5877.906738
	Iteration 63Q: 3 clusters Score -1.61638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139471 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16163815.000000 Penalty: 5877.906738
	Iteration 64Q: 3 clusters Score -1.616382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139472 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16163827.000000 Penalty: 5877.906738
	Iteration 65Q: 3 clusters Score -1.616383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16163819.000000 Penalty: 5877.906738
	Iteration 66Q: 3 clusters Score -1.616382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16163819.000000 Penalty: 5877.906738
	Iteration 67F: 3 clusters Score -1.616382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -247746.093750 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -247746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -244812.484375 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -244812.5 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -245602.906250 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -245602.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -245935.703125 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -245935.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -246189.437500 Penalty: 3897.885742
	Iteration 3F: 3 clusters Score -246189.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -246377.468750 Penalty: 3897.885742
	Iteration 4F: 3 clusters Score -246377.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -246521.421875 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -246521.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -246613.468750 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -246613.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -246689.125000 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -246689.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -246760.984375 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -246761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -246803.500000 Penalty: 3897.885742
	Iteration 9Q: 3 clusters Score -246803.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -246834.265625 Penalty: 3897.885742
	Iteration 10Q: 3 clusters Score -246834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -246867.453125 Penalty: 3897.885742
	Iteration 11Q: 3 clusters Score -246867.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -246901.953125 Penalty: 3897.885742
	Iteration 12Q: 3 clusters Score -246902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -246931.484375 Penalty: 3897.885742
	Iteration 13Q: 3 clusters Score -246931.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -246952.312500 Penalty: 3897.885742
	Iteration 14Q: 3 clusters Score -246952.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -246970.546875 Penalty: 3897.885742
	Iteration 15Q: 3 clusters Score -246970.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -246983.437500 Penalty: 3897.885742
	Iteration 16Q: 3 clusters Score -246983.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -247000.875000 Penalty: 3897.885742
	Iteration 17Q: 3 clusters Score -247000.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -247010.281250 Penalty: 3897.885742
	Iteration 18Q: 3 clusters Score -247010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -247013.906250 Penalty: 3897.885742
	Iteration 19Q: 3 clusters Score -247013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -247017.171875 Penalty: 3897.885742
	Iteration 20F: 3 clusters Score -247017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -247020.453125 Penalty: 3897.885742
	Iteration 21Q: 3 clusters Score -247020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -247022.468750 Penalty: 3897.885742
	Iteration 22Q: 3 clusters Score -247022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -247025.750000 Penalty: 3897.885742
	Iteration 23Q: 3 clusters Score -247025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -247030.156250 Penalty: 3897.885742
	Iteration 24Q: 3 clusters Score -247030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -247036.343750 Penalty: 3897.885742
	Iteration 25Q: 3 clusters Score -247036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -247044.609375 Penalty: 3897.885742
	Iteration 26Q: 3 clusters Score -247044.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -247053.093750 Penalty: 3897.885742
	Iteration 27Q: 3 clusters Score -247053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -247056.046875 Penalty: 3897.885742
	Iteration 28Q: 3 clusters Score -247056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -247057.156250 Penalty: 3897.885742
	Iteration 29Q: 3 clusters Score -247057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -247058.125000 Penalty: 3897.885742
	Iteration 30Q: 3 clusters Score -247058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -247061.015625 Penalty: 3897.885742
	Iteration 31Q: 3 clusters Score -247061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -247063.296875 Penalty: 3897.885742
	Iteration 32Q: 3 clusters Score -247063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -247064.000000 Penalty: 3897.885742
	Iteration 33Q: 3 clusters Score -247064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -247064.531250 Penalty: 3897.885742
	Iteration 34Q: 3 clusters Score -247064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -247065.515625 Penalty: 3897.885742
	Iteration 35Q: 3 clusters Score -247065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -247066.671875 Penalty: 3897.885742
	Iteration 36Q: 3 clusters Score -247066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -247069.640625 Penalty: 3897.885742
	Iteration 37Q: 3 clusters Score -247069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -247075.640625 Penalty: 3897.885742
	Iteration 38Q: 3 clusters Score -247075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -247085.906250 Penalty: 3897.885742
	Iteration 39Q: 3 clusters Score -247085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -247090.296875 Penalty: 3897.885742
	Iteration 40F: 3 clusters Score -247090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -247091.265625 Penalty: 3897.885742
	Iteration 41Q: 3 clusters Score -247091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -247091.265625 Penalty: 3897.885742
	Iteration 42F: 3 clusters Score -247091.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Entering Unmasked Estep 
Score: -2604373.500000 Penalty: 2515.526611
	Iteration 0F: 2 clusters Score -2604374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2586779.750000 Penalty: 5031.053223
	Iteration 0F: 3 clusters Score -2586780 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2593496.000000 Penalty: 5031.053223
	Iteration 1F: 3 clusters Score -2593496 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2594266.250000 Penalty: 5031.053223
	Iteration 2F: 3 clusters Score -2594266 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2594936.250000 Penalty: 5031.053223
	Iteration 3F: 3 clusters Score -2594936 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2595463.250000 Penalty: 5031.053223
	Iteration 4F: 3 clusters Score -2595463 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2595918.250000 Penalty: 5031.053223
	Iteration 5Q: 3 clusters Score -2595918 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2596330.750000 Penalty: 5031.053223
	Iteration 6Q: 3 clusters Score -2596331 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2596693.500000 Penalty: 5031.053223
	Iteration 7Q: 3 clusters Score -2596694 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2597055.250000 Penalty: 5031.053223
	Iteration 8Q: 3 clusters Score -2597055 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2597420.000000 Penalty: 5031.053223
	Iteration 9Q: 3 clusters Score -2597420 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2597812.750000 Penalty: 5031.053223
	Iteration 10Q: 3 clusters Score -2597813 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2598231.750000 Penalty: 5031.053223
	Iteration 11Q: 3 clusters Score -2598232 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2598661.500000 Penalty: 5031.053223
	Iteration 12Q: 3 clusters Score -2598662 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2599112.250000 Penalty: 5031.053223
	Iteration 13Q: 3 clusters Score -2599112 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2599594.750000 Penalty: 5031.053223
	Iteration 14Q: 3 clusters Score -2599595 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2600125.500000 Penalty: 5031.053223
	Iteration 15Q: 3 clusters Score -2600126 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2600675.250000 Penalty: 5031.053223
	Iteration 16Q: 3 clusters Score -2600675 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2601159.750000 Penalty: 5031.053223
	Iteration 17Q: 3 clusters Score -2601160 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2601573.250000 Penalty: 5031.053223
	Iteration 18Q: 3 clusters Score -2601573 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2601939.500000 Penalty: 5031.053223
	Iteration 19Q: 3 clusters Score -2601940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2602168.000000 Penalty: 5031.053223
	Iteration 20F: 3 clusters Score -2602168 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2602333.500000 Penalty: 5031.053223
	Iteration 21Q: 3 clusters Score -2602334 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2602450.000000 Penalty: 5031.053223
	Iteration 22Q: 3 clusters Score -2602450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2602522.000000 Penalty: 5031.053223
	Iteration 23Q: 3 clusters Score -2602522 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2602593.250000 Penalty: 5031.053223
	Iteration 24Q: 3 clusters Score -2602593 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2602666.250000 Penalty: 5031.053223
	Iteration 25Q: 3 clusters Score -2602666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2602743.000000 Penalty: 5031.053223
	Iteration 26Q: 3 clusters Score -2602743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2602823.000000 Penalty: 5031.053223
	Iteration 27Q: 3 clusters Score -2602823 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2602885.250000 Penalty: 5031.053223
	Iteration 28Q: 3 clusters Score -2602885 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2602973.500000 Penalty: 5031.053223
	Iteration 29Q: 3 clusters Score -2602974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2603092.750000 Penalty: 5031.053223
	Iteration 30Q: 3 clusters Score -2603093 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2603165.500000 Penalty: 5031.053223
	Iteration 31Q: 3 clusters Score -2603166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2603206.000000 Penalty: 5031.053223
	Iteration 32Q: 3 clusters Score -2603206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2603239.500000 Penalty: 5031.053223
	Iteration 33Q: 3 clusters Score -2603240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2603270.000000 Penalty: 5031.053223
	Iteration 34Q: 3 clusters Score -2603270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2603281.000000 Penalty: 5031.053223
	Iteration 35Q: 3 clusters Score -2603281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2603294.000000 Penalty: 5031.053223
	Iteration 36Q: 3 clusters Score -2603294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2603300.250000 Penalty: 5031.053223
	Iteration 37Q: 3 clusters Score -2603300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2603300.750000 Penalty: 5031.053223
	Iteration 38Q: 3 clusters Score -2603301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2603305.250000 Penalty: 5031.053223
	Iteration 39Q: 3 clusters Score -2603305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2603309.500000 Penalty: 5031.053223
	Iteration 40F: 3 clusters Score -2603310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2603311.500000 Penalty: 5031.053223
	Iteration 41Q: 3 clusters Score -2603312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2603316.250000 Penalty: 5031.053223
	Iteration 42Q: 3 clusters Score -2603316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2603317.000000 Penalty: 5031.053223
	Iteration 43Q: 3 clusters Score -2603317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2603322.250000 Penalty: 5031.053223
	Iteration 44Q: 3 clusters Score -2603322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2603316.750000 Penalty: 5031.053223
	Iteration 45Q: 3 clusters Score -2603317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2603318.500000 Penalty: 5031.053223
	Iteration 46Q: 3 clusters Score -2603318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2603317.000000 Penalty: 5031.053223
	Iteration 47Q: 3 clusters Score -2603317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2603314.500000 Penalty: 5031.053223
	Iteration 48Q: 3 clusters Score -2603314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2603319.750000 Penalty: 5031.053223
	Iteration 49Q: 3 clusters Score -2603320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2603317.250000 Penalty: 5031.053223
	Iteration 50Q: 3 clusters Score -2603317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2603317.250000 Penalty: 5031.053223
	Iteration 51F: 3 clusters Score -2603317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -874424.000000 Penalty: 2209.154785
	Iteration 0F: 2 clusters Score -874424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -868397.000000 Penalty: 4418.309570
	Iteration 0F: 3 clusters Score -868397 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -870058.625000 Penalty: 4418.309570
	Iteration 1F: 3 clusters Score -870058.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -870264.937500 Penalty: 4418.309570
	Iteration 2F: 3 clusters Score -870264.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -870395.062500 Penalty: 4418.309570
	Iteration 3Q: 3 clusters Score -870395.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -870503.125000 Penalty: 4418.309570
	Iteration 4Q: 3 clusters Score -870503.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -870606.125000 Penalty: 4418.309570
	Iteration 5Q: 3 clusters Score -870606.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -870683.250000 Penalty: 4418.309570
	Iteration 6Q: 3 clusters Score -870683.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -870747.250000 Penalty: 4418.309570
	Iteration 7Q: 3 clusters Score -870747.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -870804.625000 Penalty: 4418.309570
	Iteration 8Q: 3 clusters Score -870804.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -870855.187500 Penalty: 4418.309570
	Iteration 9Q: 3 clusters Score -870855.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -870902.750000 Penalty: 4418.309570
	Iteration 10Q: 3 clusters Score -870902.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -870949.125000 Penalty: 4418.309570
	Iteration 11Q: 3 clusters Score -870949.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -870996.250000 Penalty: 4418.309570
	Iteration 12Q: 3 clusters Score -870996.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -871034.500000 Penalty: 4418.309570
	Iteration 13Q: 3 clusters Score -871034.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -871074.937500 Penalty: 4418.309570
	Iteration 14Q: 3 clusters Score -871074.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -871113.062500 Penalty: 4418.309570
	Iteration 15Q: 3 clusters Score -871113.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -871157.125000 Penalty: 4418.309570
	Iteration 16Q: 3 clusters Score -871157.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -871201.812500 Penalty: 4418.309570
	Iteration 17Q: 3 clusters Score -871201.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -871245.000000 Penalty: 4418.309570
	Iteration 18Q: 3 clusters Score -871245 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -871299.312500 Penalty: 4418.309570
	Iteration 19Q: 3 clusters Score -871299.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -871357.250000 Penalty: 4418.309570
	Iteration 20F: 3 clusters Score -871357.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -871418.687500 Penalty: 4418.309570
	Iteration 21Q: 3 clusters Score -871418.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -871472.750000 Penalty: 4418.309570
	Iteration 22Q: 3 clusters Score -871472.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -871527.000000 Penalty: 4418.309570
	Iteration 23Q: 3 clusters Score -871527 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -871584.250000 Penalty: 4418.309570
	Iteration 24Q: 3 clusters Score -871584.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -871644.812500 Penalty: 4418.309570
	Iteration 25Q: 3 clusters Score -871644.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -871711.625000 Penalty: 4418.309570
	Iteration 26Q: 3 clusters Score -871711.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -871790.312500 Penalty: 4418.309570
	Iteration 27Q: 3 clusters Score -871790.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -871881.312500 Penalty: 4418.309570
	Iteration 28Q: 3 clusters Score -871881.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -871972.187500 Penalty: 4418.309570
	Iteration 29Q: 3 clusters Score -871972.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -872057.437500 Penalty: 4418.309570
	Iteration 30Q: 3 clusters Score -872057.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -872133.875000 Penalty: 4418.309570
	Iteration 31Q: 3 clusters Score -872133.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -872197.937500 Penalty: 4418.309570
	Iteration 32Q: 3 clusters Score -872197.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -872253.000000 Penalty: 4418.309570
	Iteration 33Q: 3 clusters Score -872253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -872304.937500 Penalty: 4418.309570
	Iteration 34Q: 3 clusters Score -872304.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -872336.375000 Penalty: 4418.309570
	Iteration 35Q: 3 clusters Score -872336.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -872360.250000 Penalty: 4418.309570
	Iteration 36Q: 3 clusters Score -872360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -872379.812500 Penalty: 4418.309570
	Iteration 37Q: 3 clusters Score -872379.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -872401.687500 Penalty: 4418.309570
	Iteration 38Q: 3 clusters Score -872401.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -872416.750000 Penalty: 4418.309570
	Iteration 39Q: 3 clusters Score -872416.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -872437.875000 Penalty: 4418.309570
	Iteration 40F: 3 clusters Score -872437.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -872457.312500 Penalty: 4418.309570
	Iteration 41Q: 3 clusters Score -872457.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -872476.687500 Penalty: 4418.309570
	Iteration 42Q: 3 clusters Score -872476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -872488.812500 Penalty: 4418.309570
	Iteration 43Q: 3 clusters Score -872488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -872497.250000 Penalty: 4418.309570
	Iteration 44Q: 3 clusters Score -872497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -872504.375000 Penalty: 4418.309570
	Iteration 45Q: 3 clusters Score -872504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -872509.750000 Penalty: 4418.309570
	Iteration 46Q: 3 clusters Score -872509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -872511.562500 Penalty: 4418.309570
	Iteration 47Q: 3 clusters Score -872511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -872514.125000 Penalty: 4418.309570
	Iteration 48Q: 3 clusters Score -872514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -872515.437500 Penalty: 4418.309570
	Iteration 49Q: 3 clusters Score -872515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -872518.187500 Penalty: 4418.309570
	Iteration 50Q: 3 clusters Score -872518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -872520.937500 Penalty: 4418.309570
	Iteration 51Q: 3 clusters Score -872520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -872521.250000 Penalty: 4418.309570
	Iteration 52Q: 3 clusters Score -872521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -872521.250000 Penalty: 4418.309570
	Iteration 53Q: 3 clusters Score -872521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -872521.250000 Penalty: 4418.309570
	Iteration 54F: 3 clusters Score -872521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Entering Unmasked Estep 
Score: -1123764.625000 Penalty: 2290.433350
	Iteration 0F: 2 clusters Score -1123765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1115945.750000 Penalty: 4580.866699
	Iteration 0F: 3 clusters Score -1115946 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1118459.500000 Penalty: 4580.866699
	Iteration 1F: 3 clusters Score -1118460 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1118952.750000 Penalty: 4580.866699
	Iteration 2F: 3 clusters Score -1118953 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1119422.000000 Penalty: 4580.866699
	Iteration 3F: 3 clusters Score -1119422 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1119877.375000 Penalty: 4580.866699
	Iteration 4F: 3 clusters Score -1119877 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1120312.000000 Penalty: 4580.866699
	Iteration 5F: 3 clusters Score -1120312 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1120633.250000 Penalty: 4580.866699
	Iteration 6Q: 3 clusters Score -1120633 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1120893.125000 Penalty: 4580.866699
	Iteration 7Q: 3 clusters Score -1120893 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1121120.625000 Penalty: 4580.866699
	Iteration 8Q: 3 clusters Score -1121121 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1121314.000000 Penalty: 4580.866699
	Iteration 9Q: 3 clusters Score -1121314 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1121478.250000 Penalty: 4580.866699
	Iteration 10Q: 3 clusters Score -1121478 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1121607.750000 Penalty: 4580.866699
	Iteration 11Q: 3 clusters Score -1121608 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1121681.250000 Penalty: 4580.866699
	Iteration 12Q: 3 clusters Score -1121681 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1121751.625000 Penalty: 4580.866699
	Iteration 13Q: 3 clusters Score -1121752 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1121816.375000 Penalty: 4580.866699
	Iteration 14Q: 3 clusters Score -1121816 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1121867.500000 Penalty: 4580.866699
	Iteration 15Q: 3 clusters Score -1121868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1121908.500000 Penalty: 4580.866699
	Iteration 16Q: 3 clusters Score -1121908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1121945.500000 Penalty: 4580.866699
	Iteration 17Q: 3 clusters Score -1121946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1121976.250000 Penalty: 4580.866699
	Iteration 18Q: 3 clusters Score -1121976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1122008.500000 Penalty: 4580.866699
	Iteration 19Q: 3 clusters Score -1122008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1122037.125000 Penalty: 4580.866699
	Iteration 20F: 3 clusters Score -1122037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1122069.500000 Penalty: 4580.866699
	Iteration 21Q: 3 clusters Score -1122070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1122098.625000 Penalty: 4580.866699
	Iteration 22Q: 3 clusters Score -1122099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1122124.500000 Penalty: 4580.866699
	Iteration 23Q: 3 clusters Score -1122124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1122151.375000 Penalty: 4580.866699
	Iteration 24Q: 3 clusters Score -1122151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1122167.625000 Penalty: 4580.866699
	Iteration 25Q: 3 clusters Score -1122168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1122183.500000 Penalty: 4580.866699
	Iteration 26Q: 3 clusters Score -1122184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1122201.750000 Penalty: 4580.866699
	Iteration 27Q: 3 clusters Score -1122202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1122215.625000 Penalty: 4580.866699
	Iteration 28Q: 3 clusters Score -1122216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1122236.000000 Penalty: 4580.866699
	Iteration 29Q: 3 clusters Score -1122236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1122254.500000 Penalty: 4580.866699
	Iteration 30Q: 3 clusters Score -1122254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1122275.000000 Penalty: 4580.866699
	Iteration 31Q: 3 clusters Score -1122275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1122287.000000 Penalty: 4580.866699
	Iteration 32Q: 3 clusters Score -1122287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1122299.250000 Penalty: 4580.866699
	Iteration 33Q: 3 clusters Score -1122299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1122314.375000 Penalty: 4580.866699
	Iteration 34Q: 3 clusters Score -1122314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1122326.500000 Penalty: 4580.866699
	Iteration 35Q: 3 clusters Score -1122326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1122344.375000 Penalty: 4580.866699
	Iteration 36Q: 3 clusters Score -1122344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1122356.250000 Penalty: 4580.866699
	Iteration 37Q: 3 clusters Score -1122356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1122371.500000 Penalty: 4580.866699
	Iteration 38Q: 3 clusters Score -1122372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1122378.000000 Penalty: 4580.866699
	Iteration 39Q: 3 clusters Score -1122378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1122385.125000 Penalty: 4580.866699
	Iteration 40F: 3 clusters Score -1122385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1122393.250000 Penalty: 4580.866699
	Iteration 41Q: 3 clusters Score -1122393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1122399.750000 Penalty: 4580.866699
	Iteration 42Q: 3 clusters Score -1122400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1122407.750000 Penalty: 4580.866699
	Iteration 43Q: 3 clusters Score -1122408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1122413.500000 Penalty: 4580.866699
	Iteration 44Q: 3 clusters Score -1122414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1122417.750000 Penalty: 4580.866699
	Iteration 45Q: 3 clusters Score -1122418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1122418.750000 Penalty: 4580.866699
	Iteration 46Q: 3 clusters Score -1122419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1122421.500000 Penalty: 4580.866699
	Iteration 47Q: 3 clusters Score -1122422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1122422.125000 Penalty: 4580.866699
	Iteration 48Q: 3 clusters Score -1122422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1122424.250000 Penalty: 4580.866699
	Iteration 49Q: 3 clusters Score -1122424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1122425.625000 Penalty: 4580.866699
	Iteration 50Q: 3 clusters Score -1122426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1122426.375000 Penalty: 4580.866699
	Iteration 51Q: 3 clusters Score -1122426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1122426.875000 Penalty: 4580.866699
	Iteration 52Q: 3 clusters Score -1122427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1122425.500000 Penalty: 4580.866699
	Iteration 53Q: 3 clusters Score -1122426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1122429.500000 Penalty: 4580.866699
	Iteration 54Q: 3 clusters Score -1122430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1122432.000000 Penalty: 4580.866699
	Iteration 55Q: 3 clusters Score -1122432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1122431.375000 Penalty: 4580.866699
	Iteration 56Q: 3 clusters Score -1122431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1122432.125000 Penalty: 4580.866699
	Iteration 57Q: 3 clusters Score -1122432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1122433.750000 Penalty: 4580.866699
	Iteration 58Q: 3 clusters Score -1122434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1122436.750000 Penalty: 4580.866699
	Iteration 59Q: 3 clusters Score -1122437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1122434.625000 Penalty: 4580.866699
	Iteration 60F: 3 clusters Score -1122435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1122435.375000 Penalty: 4580.866699
	Iteration 61Q: 3 clusters Score -1122435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1122434.250000 Penalty: 4580.866699
	Iteration 62Q: 3 clusters Score -1122434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1122434.250000 Penalty: 4580.866699
	Iteration 63F: 3 clusters Score -1122434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Entering Unmasked Estep 
Score: -1185002.125000 Penalty: 2318.415283
	Iteration 0F: 2 clusters Score -1185002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1176414.250000 Penalty: 4636.830566
	Iteration 0F: 3 clusters Score -1176414 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1179503.000000 Penalty: 4636.830566
	Iteration 1F: 3 clusters Score -1179503 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1180272.875000 Penalty: 4636.830566
	Iteration 2F: 3 clusters Score -1180273 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1180922.000000 Penalty: 4636.830566
	Iteration 3F: 3 clusters Score -1180922 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1181467.250000 Penalty: 4636.830566
	Iteration 4F: 3 clusters Score -1181467 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1181952.250000 Penalty: 4636.830566
	Iteration 5F: 3 clusters Score -1181952 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1182360.750000 Penalty: 4636.830566
	Iteration 6Q: 3 clusters Score -1182361 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1182730.875000 Penalty: 4636.830566
	Iteration 7Q: 3 clusters Score -1182731 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1183062.625000 Penalty: 4636.830566
	Iteration 8Q: 3 clusters Score -1183063 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1183350.875000 Penalty: 4636.830566
	Iteration 9Q: 3 clusters Score -1183351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1183590.125000 Penalty: 4636.830566
	Iteration 10Q: 3 clusters Score -1183590 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1183740.250000 Penalty: 4636.830566
	Iteration 11Q: 3 clusters Score -1183740 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1183850.625000 Penalty: 4636.830566
	Iteration 12Q: 3 clusters Score -1183851 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1183928.875000 Penalty: 4636.830566
	Iteration 13Q: 3 clusters Score -1183929 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1183994.000000 Penalty: 4636.830566
	Iteration 14Q: 3 clusters Score -1183994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1184039.750000 Penalty: 4636.830566
	Iteration 15Q: 3 clusters Score -1184040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1184082.250000 Penalty: 4636.830566
	Iteration 16Q: 3 clusters Score -1184082 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1184122.125000 Penalty: 4636.830566
	Iteration 17Q: 3 clusters Score -1184122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1184159.375000 Penalty: 4636.830566
	Iteration 18Q: 3 clusters Score -1184159 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1184184.250000 Penalty: 4636.830566
	Iteration 19Q: 3 clusters Score -1184184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1184203.375000 Penalty: 4636.830566
	Iteration 20F: 3 clusters Score -1184203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1184219.875000 Penalty: 4636.830566
	Iteration 21Q: 3 clusters Score -1184220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1184233.875000 Penalty: 4636.830566
	Iteration 22Q: 3 clusters Score -1184234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1184252.375000 Penalty: 4636.830566
	Iteration 23Q: 3 clusters Score -1184252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1184269.250000 Penalty: 4636.830566
	Iteration 24Q: 3 clusters Score -1184269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1184295.250000 Penalty: 4636.830566
	Iteration 25Q: 3 clusters Score -1184295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1184311.875000 Penalty: 4636.830566
	Iteration 26Q: 3 clusters Score -1184312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1184322.750000 Penalty: 4636.830566
	Iteration 27Q: 3 clusters Score -1184323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1184335.375000 Penalty: 4636.830566
	Iteration 28Q: 3 clusters Score -1184335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1184346.625000 Penalty: 4636.830566
	Iteration 29Q: 3 clusters Score -1184347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1184357.875000 Penalty: 4636.830566
	Iteration 30Q: 3 clusters Score -1184358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1184363.750000 Penalty: 4636.830566
	Iteration 31Q: 3 clusters Score -1184364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1184375.125000 Penalty: 4636.830566
	Iteration 32Q: 3 clusters Score -1184375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1184387.625000 Penalty: 4636.830566
	Iteration 33Q: 3 clusters Score -1184388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1184407.000000 Penalty: 4636.830566
	Iteration 34Q: 3 clusters Score -1184407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1184417.875000 Penalty: 4636.830566
	Iteration 35Q: 3 clusters Score -1184418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1184432.250000 Penalty: 4636.830566
	Iteration 36Q: 3 clusters Score -1184432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1184438.500000 Penalty: 4636.830566
	Iteration 37Q: 3 clusters Score -1184438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1184447.875000 Penalty: 4636.830566
	Iteration 38Q: 3 clusters Score -1184448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1184451.375000 Penalty: 4636.830566
	Iteration 39Q: 3 clusters Score -1184451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1184457.750000 Penalty: 4636.830566
	Iteration 40F: 3 clusters Score -1184458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1184455.875000 Penalty: 4636.830566
	Iteration 41Q: 3 clusters Score -1184456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1184459.750000 Penalty: 4636.830566
	Iteration 42Q: 3 clusters Score -1184460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1184465.250000 Penalty: 4636.830566
	Iteration 43Q: 3 clusters Score -1184465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1184466.500000 Penalty: 4636.830566
	Iteration 44Q: 3 clusters Score -1184466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1184469.375000 Penalty: 4636.830566
	Iteration 45Q: 3 clusters Score -1184469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1184473.000000 Penalty: 4636.830566
	Iteration 46Q: 3 clusters Score -1184473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1184471.625000 Penalty: 4636.830566
	Iteration 47Q: 3 clusters Score -1184472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1184477.500000 Penalty: 4636.830566
	Iteration 48Q: 3 clusters Score -1184478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1184478.500000 Penalty: 4636.830566
	Iteration 49Q: 3 clusters Score -1184478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1184481.750000 Penalty: 4636.830566
	Iteration 50Q: 3 clusters Score -1184482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1184482.250000 Penalty: 4636.830566
	Iteration 51Q: 3 clusters Score -1184482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1184487.000000 Penalty: 4636.830566
	Iteration 52Q: 3 clusters Score -1184487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1184486.750000 Penalty: 4636.830566
	Iteration 53Q: 3 clusters Score -1184487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1184490.250000 Penalty: 4636.830566
	Iteration 54Q: 3 clusters Score -1184490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1184490.375000 Penalty: 4636.830566
	Iteration 55Q: 3 clusters Score -1184490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1184493.000000 Penalty: 4636.830566
	Iteration 56Q: 3 clusters Score -1184493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1184493.250000 Penalty: 4636.830566
	Iteration 57Q: 3 clusters Score -1184493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1184493.875000 Penalty: 4636.830566
	Iteration 58Q: 3 clusters Score -1184494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1184493.750000 Penalty: 4636.830566
	Iteration 59Q: 3 clusters Score -1184494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1184495.125000 Penalty: 4636.830566
	Iteration 60F: 3 clusters Score -1184495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Entering Unmasked Estep 
Score: -1210343.375000 Penalty: 2306.376953
	Iteration 0F: 2 clusters Score -1210343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1202159.125000 Penalty: 4612.753906
	Iteration 0F: 3 clusters Score -1202159 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1204705.625000 Penalty: 4612.753906
	Iteration 1F: 3 clusters Score -1204706 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1205342.375000 Penalty: 4612.753906
	Iteration 2F: 3 clusters Score -1205342 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1206149.250000 Penalty: 4612.753906
	Iteration 3F: 3 clusters Score -1206149 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1207042.250000 Penalty: 4612.753906
	Iteration 4F: 3 clusters Score -1207042 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1207938.625000 Penalty: 4612.753906
	Iteration 5F: 3 clusters Score -1207939 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1208530.375000 Penalty: 4612.753906
	Iteration 6F: 3 clusters Score -1208530 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1208814.000000 Penalty: 4612.753906
	Iteration 7Q: 3 clusters Score -1208814 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1208936.750000 Penalty: 4612.753906
	Iteration 8Q: 3 clusters Score -1208937 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1208997.500000 Penalty: 4612.753906
	Iteration 9Q: 3 clusters Score -1208998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1209035.125000 Penalty: 4612.753906
	Iteration 10Q: 3 clusters Score -1209035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1209050.375000 Penalty: 4612.753906
	Iteration 11Q: 3 clusters Score -1209050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1209061.375000 Penalty: 4612.753906
	Iteration 12Q: 3 clusters Score -1209061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1209067.000000 Penalty: 4612.753906
	Iteration 13Q: 3 clusters Score -1209067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1209068.500000 Penalty: 4612.753906
	Iteration 14Q: 3 clusters Score -1209068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1209070.125000 Penalty: 4612.753906
	Iteration 15Q: 3 clusters Score -1209070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1209077.625000 Penalty: 4612.753906
	Iteration 16Q: 3 clusters Score -1209078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1209080.125000 Penalty: 4612.753906
	Iteration 17Q: 3 clusters Score -1209080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1209079.625000 Penalty: 4612.753906
	Iteration 18Q: 3 clusters Score -1209080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1209082.625000 Penalty: 4612.753906
	Iteration 19Q: 3 clusters Score -1209083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1209082.875000 Penalty: 4612.753906
	Iteration 20F: 3 clusters Score -1209083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1209089.125000 Penalty: 4612.753906
	Iteration 21Q: 3 clusters Score -1209089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1209093.750000 Penalty: 4612.753906
	Iteration 22Q: 3 clusters Score -1209094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1209089.625000 Penalty: 4612.753906
	Iteration 23Q: 3 clusters Score -1209090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1209090.250000 Penalty: 4612.753906
	Iteration 24Q: 3 clusters Score -1209090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1209091.375000 Penalty: 4612.753906
	Iteration 25Q: 3 clusters Score -1209091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1209089.625000 Penalty: 4612.753906
	Iteration 26Q: 3 clusters Score -1209090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1209089.625000 Penalty: 4612.753906
	Iteration 27F: 3 clusters Score -1209090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -177262.171875 Penalty: 1837.766113
	Iteration 0F: 2 clusters Score -177262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -174869.312500 Penalty: 3675.532227
	Iteration 0F: 3 clusters Score -174869.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175259.328125 Penalty: 3675.532227
	Iteration 1F: 3 clusters Score -175259.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175422.203125 Penalty: 3675.532227
	Iteration 2F: 3 clusters Score -175422.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175534.890625 Penalty: 3675.532227
	Iteration 3F: 3 clusters Score -175534.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -175597.953125 Penalty: 3675.532227
	Iteration 4Q: 3 clusters Score -175598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -175633.125000 Penalty: 3675.532227
	Iteration 5Q: 3 clusters Score -175633.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -175659.609375 Penalty: 3675.532227
	Iteration 6Q: 3 clusters Score -175659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175689.234375 Penalty: 3675.532227
	Iteration 7Q: 3 clusters Score -175689.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175699.531250 Penalty: 3675.532227
	Iteration 8Q: 3 clusters Score -175699.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -175707.359375 Penalty: 3675.532227
	Iteration 9Q: 3 clusters Score -175707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -175714.203125 Penalty: 3675.532227
	Iteration 10Q: 3 clusters Score -175714.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175724.234375 Penalty: 3675.532227
	Iteration 11Q: 3 clusters Score -175724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175737.421875 Penalty: 3675.532227
	Iteration 12Q: 3 clusters Score -175737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175743.218750 Penalty: 3675.532227
	Iteration 13Q: 3 clusters Score -175743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175751.796875 Penalty: 3675.532227
	Iteration 14Q: 3 clusters Score -175751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -175759.750000 Penalty: 3675.532227
	Iteration 15Q: 3 clusters Score -175759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175769.875000 Penalty: 3675.532227
	Iteration 16Q: 3 clusters Score -175769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175777.953125 Penalty: 3675.532227
	Iteration 17Q: 3 clusters Score -175778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175782.140625 Penalty: 3675.532227
	Iteration 18Q: 3 clusters Score -175782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175789.484375 Penalty: 3675.532227
	Iteration 19Q: 3 clusters Score -175789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175792.375000 Penalty: 3675.532227
	Iteration 20F: 3 clusters Score -175792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175793.671875 Penalty: 3675.532227
	Iteration 21Q: 3 clusters Score -175793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175794.984375 Penalty: 3675.532227
	Iteration 22Q: 3 clusters Score -175795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175795.578125 Penalty: 3675.532227
	Iteration 23Q: 3 clusters Score -175795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175795.578125 Penalty: 3675.532227
	Iteration 24F: 3 clusters Score -175795.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -221774.031250 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -221774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -218933.234375 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -218933.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219512.687500 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -219512.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -219772.281250 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -219772.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -219994.156250 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -219994.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -220270.015625 Penalty: 3853.192383
	Iteration 4F: 3 clusters Score -220270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -220558.687500 Penalty: 3853.192383
	Iteration 5F: 3 clusters Score -220558.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -220868.609375 Penalty: 3853.192383
	Iteration 6F: 3 clusters Score -220868.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221035.046875 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -221035 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -221161.906250 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -221161.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -221239.453125 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -221239.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -221302.203125 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -221302.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221350.109375 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -221350.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -221392.140625 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -221392.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -221419.593750 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -221419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221433.859375 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -221433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221437.812500 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -221437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -221439.093750 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -221439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -221439.687500 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -221439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -221442.187500 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -221442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221443.734375 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -221443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221444.250000 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -221444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221444.375000 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -221444.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221444.375000 Penalty: 3853.192383
	Iteration 22F: 3 clusters Score -221444.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Entering Unmasked Estep 
Score: -808721.687500 Penalty: 2197.157471
	Iteration 0F: 2 clusters Score -808721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -802938.937500 Penalty: 4394.314941
	Iteration 0F: 3 clusters Score -802938.9 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -804497.250000 Penalty: 4394.314941
	Iteration 1F: 3 clusters Score -804497.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -804766.187500 Penalty: 4394.314941
	Iteration 2F: 3 clusters Score -804766.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -804990.125000 Penalty: 4394.314941
	Iteration 3F: 3 clusters Score -804990.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -805199.000000 Penalty: 4394.314941
	Iteration 4F: 3 clusters Score -805199 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -805399.062500 Penalty: 4394.314941
	Iteration 5Q: 3 clusters Score -805399.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -805594.687500 Penalty: 4394.314941
	Iteration 6Q: 3 clusters Score -805594.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -805803.500000 Penalty: 4394.314941
	Iteration 7Q: 3 clusters Score -805803.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -806003.187500 Penalty: 4394.314941
	Iteration 8Q: 3 clusters Score -806003.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -806190.562500 Penalty: 4394.314941
	Iteration 9Q: 3 clusters Score -806190.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -806349.937500 Penalty: 4394.314941
	Iteration 10Q: 3 clusters Score -806349.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -806455.312500 Penalty: 4394.314941
	Iteration 11Q: 3 clusters Score -806455.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -806533.500000 Penalty: 4394.314941
	Iteration 12Q: 3 clusters Score -806533.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -806614.250000 Penalty: 4394.314941
	Iteration 13Q: 3 clusters Score -806614.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -806677.187500 Penalty: 4394.314941
	Iteration 14Q: 3 clusters Score -806677.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -806733.187500 Penalty: 4394.314941
	Iteration 15Q: 3 clusters Score -806733.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -806767.750000 Penalty: 4394.314941
	Iteration 16Q: 3 clusters Score -806767.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -806801.625000 Penalty: 4394.314941
	Iteration 17Q: 3 clusters Score -806801.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -806822.750000 Penalty: 4394.314941
	Iteration 18Q: 3 clusters Score -806822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -806842.062500 Penalty: 4394.314941
	Iteration 19Q: 3 clusters Score -806842.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -806861.000000 Penalty: 4394.314941
	Iteration 20F: 3 clusters Score -806861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -806873.187500 Penalty: 4394.314941
	Iteration 21Q: 3 clusters Score -806873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -806881.125000 Penalty: 4394.314941
	Iteration 22Q: 3 clusters Score -806881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -806887.125000 Penalty: 4394.314941
	Iteration 23Q: 3 clusters Score -806887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -806888.125000 Penalty: 4394.314941
	Iteration 24Q: 3 clusters Score -806888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -806890.125000 Penalty: 4394.314941
	Iteration 25Q: 3 clusters Score -806890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -806890.125000 Penalty: 4394.314941
	Iteration 26F: 3 clusters Score -806890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (171604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171604 members 
Entering Unmasked Estep 
Score: -18222776.000000 Penalty: 2989.130371
	Iteration 0F: 2 clusters Score -1.822278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -18107664.000000 Penalty: 5978.260742
	Iteration 0F: 3 clusters Score -1.810766e+07 nChanged 82051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -18156188.000000 Penalty: 5978.260742
	Iteration 1F: 3 clusters Score -1.815619e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -18158278.000000 Penalty: 5978.260742
	Iteration 2Q: 3 clusters Score -1.815828e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -18160698.000000 Penalty: 5978.260742
	Iteration 3Q: 3 clusters Score -1.81607e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -18163660.000000 Penalty: 5978.260742
	Iteration 4Q: 3 clusters Score -1.816366e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -18167462.000000 Penalty: 5978.260742
	Iteration 5F: 3 clusters Score -1.816746e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -18171642.000000 Penalty: 5978.260742
	Iteration 6F: 3 clusters Score -1.817164e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -18176368.000000 Penalty: 5978.260742
	Iteration 7F: 3 clusters Score -1.817637e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -18181458.000000 Penalty: 5978.260742
	Iteration 8F: 3 clusters Score -1.818146e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -18186734.000000 Penalty: 5978.260742
	Iteration 9F: 3 clusters Score -1.818673e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126367 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -18192282.000000 Penalty: 5978.260742
	Iteration 10Q: 3 clusters Score -1.819228e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133843 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -18197780.000000 Penalty: 5978.260742
	Iteration 11Q: 3 clusters Score -1.819778e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140657 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -18202654.000000 Penalty: 5978.260742
	Iteration 12Q: 3 clusters Score -1.820265e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -18206278.000000 Penalty: 5978.260742
	Iteration 13Q: 3 clusters Score -1.820628e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -18209434.000000 Penalty: 5978.260742
	Iteration 14Q: 3 clusters Score -1.820943e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -18212028.000000 Penalty: 5978.260742
	Iteration 15Q: 3 clusters Score -1.821203e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159670 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -18214296.000000 Penalty: 5978.260742
	Iteration 16Q: 3 clusters Score -1.82143e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162691 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -18216078.000000 Penalty: 5978.260742
	Iteration 17Q: 3 clusters Score -1.821608e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165051 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -18217530.000000 Penalty: 5978.260742
	Iteration 18Q: 3 clusters Score -1.821753e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -18218618.000000 Penalty: 5978.260742
	Iteration 19Q: 3 clusters Score -1.821862e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18219356.000000 Penalty: 5978.260742
	Iteration 20F: 3 clusters Score -1.821936e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -18219792.000000 Penalty: 5978.260742
	Iteration 21Q: 3 clusters Score -1.821979e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18220110.000000 Penalty: 5978.260742
	Iteration 22Q: 3 clusters Score -1.822011e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -18220318.000000 Penalty: 5978.260742
	Iteration 23Q: 3 clusters Score -1.822032e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -18220468.000000 Penalty: 5978.260742
	Iteration 24Q: 3 clusters Score -1.822047e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170029 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -18220586.000000 Penalty: 5978.260742
	Iteration 25Q: 3 clusters Score -1.822059e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -18220732.000000 Penalty: 5978.260742
	Iteration 26Q: 3 clusters Score -1.822073e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18220838.000000 Penalty: 5978.260742
	Iteration 27Q: 3 clusters Score -1.822084e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18220922.000000 Penalty: 5978.260742
	Iteration 28Q: 3 clusters Score -1.822092e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18220972.000000 Penalty: 5978.260742
	Iteration 29Q: 3 clusters Score -1.822097e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170304 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -18221062.000000 Penalty: 5978.260742
	Iteration 30Q: 3 clusters Score -1.822106e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -18221088.000000 Penalty: 5978.260742
	Iteration 31Q: 3 clusters Score -1.822109e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170319 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18221138.000000 Penalty: 5978.260742
	Iteration 32Q: 3 clusters Score -1.822114e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18221166.000000 Penalty: 5978.260742
	Iteration 33Q: 3 clusters Score -1.822117e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18221222.000000 Penalty: 5978.260742
	Iteration 34Q: 3 clusters Score -1.822122e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18221260.000000 Penalty: 5978.260742
	Iteration 35Q: 3 clusters Score -1.822126e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -18221276.000000 Penalty: 5978.260742
	Iteration 36Q: 3 clusters Score -1.822128e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -18221318.000000 Penalty: 5978.260742
	Iteration 37Q: 3 clusters Score -1.822132e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170271 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18221316.000000 Penalty: 5978.260742
	Iteration 38Q: 3 clusters Score -1.822132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18221340.000000 Penalty: 5978.260742
	Iteration 39Q: 3 clusters Score -1.822134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170260 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -18221342.000000 Penalty: 5978.260742
	Iteration 40F: 3 clusters Score -1.822134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -18221356.000000 Penalty: 5978.260742
	Iteration 41Q: 3 clusters Score -1.822136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -18221334.000000 Penalty: 5978.260742
	Iteration 42Q: 3 clusters Score -1.822133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -18221346.000000 Penalty: 5978.260742
	Iteration 43Q: 3 clusters Score -1.822135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -18221344.000000 Penalty: 5978.260742
	Iteration 44Q: 3 clusters Score -1.822134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -18221368.000000 Penalty: 5978.260742
	Iteration 45Q: 3 clusters Score -1.822137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18221378.000000 Penalty: 5978.260742
	Iteration 46Q: 3 clusters Score -1.822138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -18221364.000000 Penalty: 5978.260742
	Iteration 47Q: 3 clusters Score -1.822136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -18221374.000000 Penalty: 5978.260742
	Iteration 48Q: 3 clusters Score -1.822137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170195 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18221406.000000 Penalty: 5978.260742
	Iteration 49Q: 3 clusters Score -1.822141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -18221398.000000 Penalty: 5978.260742
	Iteration 50Q: 3 clusters Score -1.82214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18221398.000000 Penalty: 5978.260742
	Iteration 51Q: 3 clusters Score -1.82214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18221412.000000 Penalty: 5978.260742
	Iteration 52Q: 3 clusters Score -1.822141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -18221396.000000 Penalty: 5978.260742
	Iteration 53Q: 3 clusters Score -1.82214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18221410.000000 Penalty: 5978.260742
	Iteration 54Q: 3 clusters Score -1.822141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -18221410.000000 Penalty: 5978.260742
	Iteration 55Q: 3 clusters Score -1.822141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170175 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -18221422.000000 Penalty: 5978.260742
	Iteration 56Q: 3 clusters Score -1.822142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -18221438.000000 Penalty: 5978.260742
	Iteration 57Q: 3 clusters Score -1.822144e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -18221454.000000 Penalty: 5978.260742
	Iteration 58Q: 3 clusters Score -1.822145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18221466.000000 Penalty: 5978.260742
	Iteration 59Q: 3 clusters Score -1.822147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18221472.000000 Penalty: 5978.260742
	Iteration 60F: 3 clusters Score -1.822147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18221450.000000 Penalty: 5978.260742
	Iteration 61Q: 3 clusters Score -1.822145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18221464.000000 Penalty: 5978.260742
	Iteration 62Q: 3 clusters Score -1.822146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18221448.000000 Penalty: 5978.260742
	Iteration 63Q: 3 clusters Score -1.822145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -18221456.000000 Penalty: 5978.260742
	Iteration 64Q: 3 clusters Score -1.822146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -18221462.000000 Penalty: 5978.260742
	Iteration 65Q: 3 clusters Score -1.822146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -18221466.000000 Penalty: 5978.260742
	Iteration 66Q: 3 clusters Score -1.822147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -18221462.000000 Penalty: 5978.260742
	Iteration 67Q: 3 clusters Score -1.822146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18221450.000000 Penalty: 5978.260742
	Iteration 68Q: 3 clusters Score -1.822145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170146 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -18221444.000000 Penalty: 5978.260742
	Iteration 69Q: 3 clusters Score -1.822144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18221434.000000 Penalty: 5978.260742
	Iteration 70Q: 3 clusters Score -1.822143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18221428.000000 Penalty: 5978.260742
	Iteration 71Q: 3 clusters Score -1.822143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18221434.000000 Penalty: 5978.260742
	Iteration 72Q: 3 clusters Score -1.822143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18221434.000000 Penalty: 5978.260742
	Iteration 73F: 3 clusters Score -1.822143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -475037.437500 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -475037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -470548.906250 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -470548.9 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -471835.000000 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -471835 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -472231.187500 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -472231.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -472515.531250 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -472515.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -472798.156250 Penalty: 4223.236816
	Iteration 4F: 3 clusters Score -472798.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -473042.375000 Penalty: 4223.236816
	Iteration 5F: 3 clusters Score -473042.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -473288.312500 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -473288.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473529.062500 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -473529.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -473697.500000 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -473697.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -473810.625000 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -473810.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -473912.500000 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -473912.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -473978.562500 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -473978.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -474023.937500 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -474023.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -474057.093750 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -474057.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -474094.312500 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -474094.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -474137.406250 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -474137.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -474174.781250 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -474174.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -474208.406250 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -474208.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -474233.593750 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -474233.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -474249.687500 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -474249.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -474263.531250 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -474263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -474272.718750 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -474272.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -474279.062500 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -474279.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -474284.406250 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -474284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -474288.906250 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -474288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -474291.531250 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -474291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -474295.593750 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -474295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -474299.062500 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -474299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -474300.750000 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -474300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -474302.406250 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -474302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -474302.656250 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -474302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -474303.687500 Penalty: 4223.236816
	Iteration 31Q: 3 clusters Score -474303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -474303.687500 Penalty: 4223.236816
	Iteration 32F: 3 clusters Score -474303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Entering Unmasked Estep 
Score: -6999634.000000 Penalty: 2733.119629
	Iteration 0F: 2 clusters Score -6999634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -6958749.500000 Penalty: 5466.239258
	Iteration 0F: 3 clusters Score -6958750 nChanged 28442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -6974761.500000 Penalty: 5466.239258
	Iteration 1F: 3 clusters Score -6974762 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6975624.000000 Penalty: 5466.239258
	Iteration 2Q: 3 clusters Score -6975624 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -6976633.000000 Penalty: 5466.239258
	Iteration 3Q: 3 clusters Score -6976633 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -6977862.500000 Penalty: 5466.239258
	Iteration 4Q: 3 clusters Score -6977862 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6979231.500000 Penalty: 5466.239258
	Iteration 5Q: 3 clusters Score -6979232 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -6980773.500000 Penalty: 5466.239258
	Iteration 6F: 3 clusters Score -6980774 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -6982345.500000 Penalty: 5466.239258
	Iteration 7F: 3 clusters Score -6982346 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6983718.000000 Penalty: 5466.239258
	Iteration 8F: 3 clusters Score -6983718 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -6984892.000000 Penalty: 5466.239258
	Iteration 9Q: 3 clusters Score -6984892 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6985845.000000 Penalty: 5466.239258
	Iteration 10Q: 3 clusters Score -6985845 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -6986666.500000 Penalty: 5466.239258
	Iteration 11Q: 3 clusters Score -6986666 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6987282.000000 Penalty: 5466.239258
	Iteration 12Q: 3 clusters Score -6987282 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6987763.000000 Penalty: 5466.239258
	Iteration 13Q: 3 clusters Score -6987763 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6988334.000000 Penalty: 5466.239258
	Iteration 14Q: 3 clusters Score -6988334 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6988718.000000 Penalty: 5466.239258
	Iteration 15Q: 3 clusters Score -6988718 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -6988990.000000 Penalty: 5466.239258
	Iteration 16Q: 3 clusters Score -6988990 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -6989247.500000 Penalty: 5466.239258
	Iteration 17Q: 3 clusters Score -6989248 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -6989478.000000 Penalty: 5466.239258
	Iteration 18Q: 3 clusters Score -6989478 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -6989582.000000 Penalty: 5466.239258
	Iteration 19Q: 3 clusters Score -6989582 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -6989700.000000 Penalty: 5466.239258
	Iteration 20F: 3 clusters Score -6989700 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -6989825.500000 Penalty: 5466.239258
	Iteration 21Q: 3 clusters Score -6989826 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -6989984.500000 Penalty: 5466.239258
	Iteration 22Q: 3 clusters Score -6989984 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -6990105.500000 Penalty: 5466.239258
	Iteration 23Q: 3 clusters Score -6990106 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -6990216.500000 Penalty: 5466.239258
	Iteration 24Q: 3 clusters Score -6990216 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -6990320.000000 Penalty: 5466.239258
	Iteration 25Q: 3 clusters Score -6990320 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -6990426.500000 Penalty: 5466.239258
	Iteration 26Q: 3 clusters Score -6990426 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -6990509.000000 Penalty: 5466.239258
	Iteration 27Q: 3 clusters Score -6990509 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -6990564.000000 Penalty: 5466.239258
	Iteration 28Q: 3 clusters Score -6990564 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -6990641.500000 Penalty: 5466.239258
	Iteration 29Q: 3 clusters Score -6990642 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -6990747.000000 Penalty: 5466.239258
	Iteration 30Q: 3 clusters Score -6990747 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6990866.000000 Penalty: 5466.239258
	Iteration 31Q: 3 clusters Score -6990866 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6990982.500000 Penalty: 5466.239258
	Iteration 32Q: 3 clusters Score -6990982 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6991062.000000 Penalty: 5466.239258
	Iteration 33Q: 3 clusters Score -6991062 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -6991145.500000 Penalty: 5466.239258
	Iteration 34Q: 3 clusters Score -6991146 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6991238.500000 Penalty: 5466.239258
	Iteration 35Q: 3 clusters Score -6991238 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -6991348.500000 Penalty: 5466.239258
	Iteration 36Q: 3 clusters Score -6991348 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -6991497.500000 Penalty: 5466.239258
	Iteration 37Q: 3 clusters Score -6991498 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6991590.500000 Penalty: 5466.239258
	Iteration 38Q: 3 clusters Score -6991590 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6991740.500000 Penalty: 5466.239258
	Iteration 39Q: 3 clusters Score -6991740 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -6991882.000000 Penalty: 5466.239258
	Iteration 40F: 3 clusters Score -6991882 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6992016.000000 Penalty: 5466.239258
	Iteration 41Q: 3 clusters Score -6992016 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6992186.000000 Penalty: 5466.239258
	Iteration 42Q: 3 clusters Score -6992186 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6992365.500000 Penalty: 5466.239258
	Iteration 43Q: 3 clusters Score -6992366 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -6992608.500000 Penalty: 5466.239258
	Iteration 44Q: 3 clusters Score -6992608 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6992863.500000 Penalty: 5466.239258
	Iteration 45Q: 3 clusters Score -6992864 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -6993129.000000 Penalty: 5466.239258
	Iteration 46Q: 3 clusters Score -6993129 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -6993469.000000 Penalty: 5466.239258
	Iteration 47Q: 3 clusters Score -6993469 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -6993883.500000 Penalty: 5466.239258
	Iteration 48Q: 3 clusters Score -6993884 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -6994266.000000 Penalty: 5466.239258
	Iteration 49Q: 3 clusters Score -6994266 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -6994725.000000 Penalty: 5466.239258
	Iteration 50Q: 3 clusters Score -6994725 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -6995208.000000 Penalty: 5466.239258
	Iteration 51Q: 3 clusters Score -6995208 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -6995711.500000 Penalty: 5466.239258
	Iteration 52Q: 3 clusters Score -6995712 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -6996148.500000 Penalty: 5466.239258
	Iteration 53Q: 3 clusters Score -6996148 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -6996504.000000 Penalty: 5466.239258
	Iteration 54Q: 3 clusters Score -6996504 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -6996817.000000 Penalty: 5466.239258
	Iteration 55Q: 3 clusters Score -6996817 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -6997014.500000 Penalty: 5466.239258
	Iteration 56Q: 3 clusters Score -6997014 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -6997222.000000 Penalty: 5466.239258
	Iteration 57Q: 3 clusters Score -6997222 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -6997400.500000 Penalty: 5466.239258
	Iteration 58Q: 3 clusters Score -6997400 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -6997512.500000 Penalty: 5466.239258
	Iteration 59Q: 3 clusters Score -6997512 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -6997627.000000 Penalty: 5466.239258
	Iteration 60F: 3 clusters Score -6997627 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -6997697.000000 Penalty: 5466.239258
	Iteration 61Q: 3 clusters Score -6997697 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -6997764.500000 Penalty: 5466.239258
	Iteration 62Q: 3 clusters Score -6997764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -6997814.000000 Penalty: 5466.239258
	Iteration 63Q: 3 clusters Score -6997814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -6997855.000000 Penalty: 5466.239258
	Iteration 64Q: 3 clusters Score -6997855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -6997878.000000 Penalty: 5466.239258
	Iteration 65Q: 3 clusters Score -6997878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -6997890.500000 Penalty: 5466.239258
	Iteration 66Q: 3 clusters Score -6997890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -6997879.000000 Penalty: 5466.239258
	Iteration 67Q: 3 clusters Score -6997879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -6997881.500000 Penalty: 5466.239258
	Iteration 68Q: 3 clusters Score -6997882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -6997896.000000 Penalty: 5466.239258
	Iteration 69Q: 3 clusters Score -6997896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -6997915.500000 Penalty: 5466.239258
	Iteration 70Q: 3 clusters Score -6997916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -6997918.500000 Penalty: 5466.239258
	Iteration 71Q: 3 clusters Score -6997918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -6997939.500000 Penalty: 5466.239258
	Iteration 72Q: 3 clusters Score -6997940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -6997955.000000 Penalty: 5466.239258
	Iteration 73Q: 3 clusters Score -6997955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -6997959.500000 Penalty: 5466.239258
	Iteration 74Q: 3 clusters Score -6997960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -6997967.500000 Penalty: 5466.239258
	Iteration 75Q: 3 clusters Score -6997968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -6997965.500000 Penalty: 5466.239258
	Iteration 76Q: 3 clusters Score -6997966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -6997975.500000 Penalty: 5466.239258
	Iteration 77Q: 3 clusters Score -6997976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -6997983.000000 Penalty: 5466.239258
	Iteration 78Q: 3 clusters Score -6997983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -6997988.000000 Penalty: 5466.239258
	Iteration 79Q: 3 clusters Score -6997988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -6997998.000000 Penalty: 5466.239258
	Iteration 80F: 3 clusters Score -6997998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -6997995.000000 Penalty: 5466.239258
	Iteration 81Q: 3 clusters Score -6997995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -6997998.500000 Penalty: 5466.239258
	Iteration 82Q: 3 clusters Score -6997998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -6998006.000000 Penalty: 5466.239258
	Iteration 83Q: 3 clusters Score -6998006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -6997998.500000 Penalty: 5466.239258
	Iteration 84Q: 3 clusters Score -6997998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -6997998.000000 Penalty: 5466.239258
	Iteration 85Q: 3 clusters Score -6997998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -6997993.000000 Penalty: 5466.239258
	Iteration 86Q: 3 clusters Score -6997993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -6997989.500000 Penalty: 5466.239258
	Iteration 87Q: 3 clusters Score -6997990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -6997986.500000 Penalty: 5466.239258
	Iteration 88Q: 3 clusters Score -6997986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -6997988.000000 Penalty: 5466.239258
	Iteration 89Q: 3 clusters Score -6997988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -6997988.000000 Penalty: 5466.239258
	Iteration 90Q: 3 clusters Score -6997988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -6997989.500000 Penalty: 5466.239258
	Iteration 91Q: 3 clusters Score -6997990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -6997992.500000 Penalty: 5466.239258
	Iteration 92Q: 3 clusters Score -6997992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -6997992.500000 Penalty: 5466.239258
	Iteration 93F: 3 clusters Score -6997992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Entering Unmasked Estep 
Score: -2030768.375000 Penalty: 2424.023926
	Iteration 0F: 2 clusters Score -2030768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2018281.875000 Penalty: 4848.047852
	Iteration 0F: 3 clusters Score -2018282 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2022682.375000 Penalty: 4848.047852
	Iteration 1F: 3 clusters Score -2022682 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2023376.000000 Penalty: 4848.047852
	Iteration 2F: 3 clusters Score -2023376 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2024089.500000 Penalty: 4848.047852
	Iteration 3F: 3 clusters Score -2024090 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2024845.125000 Penalty: 4848.047852
	Iteration 4F: 3 clusters Score -2024845 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2025529.500000 Penalty: 4848.047852
	Iteration 5F: 3 clusters Score -2025530 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2026060.000000 Penalty: 4848.047852
	Iteration 6F: 3 clusters Score -2026060 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2026454.750000 Penalty: 4848.047852
	Iteration 7Q: 3 clusters Score -2026455 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2026745.750000 Penalty: 4848.047852
	Iteration 8Q: 3 clusters Score -2026746 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2027006.125000 Penalty: 4848.047852
	Iteration 9Q: 3 clusters Score -2027006 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2027268.000000 Penalty: 4848.047852
	Iteration 10Q: 3 clusters Score -2027268 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2027555.125000 Penalty: 4848.047852
	Iteration 11Q: 3 clusters Score -2027555 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2027840.000000 Penalty: 4848.047852
	Iteration 12Q: 3 clusters Score -2027840 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2028087.125000 Penalty: 4848.047852
	Iteration 13Q: 3 clusters Score -2028087 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2028284.750000 Penalty: 4848.047852
	Iteration 14Q: 3 clusters Score -2028285 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2028453.125000 Penalty: 4848.047852
	Iteration 15Q: 3 clusters Score -2028453 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2028579.500000 Penalty: 4848.047852
	Iteration 16Q: 3 clusters Score -2028580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2028684.250000 Penalty: 4848.047852
	Iteration 17Q: 3 clusters Score -2028684 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2028786.250000 Penalty: 4848.047852
	Iteration 18Q: 3 clusters Score -2028786 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2028849.750000 Penalty: 4848.047852
	Iteration 19Q: 3 clusters Score -2028850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2028920.875000 Penalty: 4848.047852
	Iteration 20F: 3 clusters Score -2028921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2028973.125000 Penalty: 4848.047852
	Iteration 21Q: 3 clusters Score -2028973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2029020.375000 Penalty: 4848.047852
	Iteration 22Q: 3 clusters Score -2029020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2029046.750000 Penalty: 4848.047852
	Iteration 23Q: 3 clusters Score -2029047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2029071.000000 Penalty: 4848.047852
	Iteration 24Q: 3 clusters Score -2029071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2029096.625000 Penalty: 4848.047852
	Iteration 25Q: 3 clusters Score -2029097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2029114.500000 Penalty: 4848.047852
	Iteration 26Q: 3 clusters Score -2029114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2029130.875000 Penalty: 4848.047852
	Iteration 27Q: 3 clusters Score -2029131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2029145.875000 Penalty: 4848.047852
	Iteration 28Q: 3 clusters Score -2029146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2029151.375000 Penalty: 4848.047852
	Iteration 29Q: 3 clusters Score -2029151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2029156.500000 Penalty: 4848.047852
	Iteration 30Q: 3 clusters Score -2029156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2029178.000000 Penalty: 4848.047852
	Iteration 31Q: 3 clusters Score -2029178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2029186.625000 Penalty: 4848.047852
	Iteration 32Q: 3 clusters Score -2029187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2029195.750000 Penalty: 4848.047852
	Iteration 33Q: 3 clusters Score -2029196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2029201.500000 Penalty: 4848.047852
	Iteration 34Q: 3 clusters Score -2029202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2029209.125000 Penalty: 4848.047852
	Iteration 35Q: 3 clusters Score -2029209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2029217.500000 Penalty: 4848.047852
	Iteration 36Q: 3 clusters Score -2029218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2029221.875000 Penalty: 4848.047852
	Iteration 37Q: 3 clusters Score -2029222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2029222.375000 Penalty: 4848.047852
	Iteration 38Q: 3 clusters Score -2029222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2029223.375000 Penalty: 4848.047852
	Iteration 39Q: 3 clusters Score -2029223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2029226.875000 Penalty: 4848.047852
	Iteration 40F: 3 clusters Score -2029227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2029228.625000 Penalty: 4848.047852
	Iteration 41Q: 3 clusters Score -2029229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2029229.500000 Penalty: 4848.047852
	Iteration 42Q: 3 clusters Score -2029230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2029229.500000 Penalty: 4848.047852
	Iteration 43Q: 3 clusters Score -2029230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2029231.625000 Penalty: 4848.047852
	Iteration 44Q: 3 clusters Score -2029232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2029235.375000 Penalty: 4848.047852
	Iteration 45Q: 3 clusters Score -2029235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2029234.500000 Penalty: 4848.047852
	Iteration 46Q: 3 clusters Score -2029234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2029234.500000 Penalty: 4848.047852
	Iteration 47F: 3 clusters Score -2029234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -696295.687500 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -696295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -691092.625000 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -691092.6 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -692404.625000 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -692404.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -692667.937500 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -692667.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -692829.562500 Penalty: 4316.774414
	Iteration 3Q: 3 clusters Score -692829.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -692950.437500 Penalty: 4316.774414
	Iteration 4Q: 3 clusters Score -692950.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -693037.562500 Penalty: 4316.774414
	Iteration 5Q: 3 clusters Score -693037.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -693091.562500 Penalty: 4316.774414
	Iteration 6Q: 3 clusters Score -693091.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -693136.875000 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -693136.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -693171.875000 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -693171.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -693203.750000 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -693203.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -693235.187500 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -693235.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -693265.687500 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -693265.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -693297.312500 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -693297.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -693321.250000 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -693321.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -693350.062500 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -693350.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -693372.250000 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -693372.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -693391.750000 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -693391.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -693406.062500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -693406.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -693418.312500 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -693418.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -693429.500000 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -693429.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -693441.687500 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -693441.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -693456.250000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -693456.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -693469.875000 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -693469.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -693491.312500 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -693491.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -693517.562500 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -693517.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -693549.062500 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -693549.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -693579.437500 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -693579.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -693614.437500 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -693614.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -693653.062500 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -693653.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -693686.437500 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -693686.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -693715.750000 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -693715.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -693749.687500 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -693749.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -693798.875000 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -693798.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -693854.812500 Penalty: 4316.774414
	Iteration 33Q: 3 clusters Score -693854.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -693903.500000 Penalty: 4316.774414
	Iteration 34Q: 3 clusters Score -693903.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -693940.062500 Penalty: 4316.774414
	Iteration 35Q: 3 clusters Score -693940.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -693979.312500 Penalty: 4316.774414
	Iteration 36Q: 3 clusters Score -693979.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -694012.875000 Penalty: 4316.774414
	Iteration 37Q: 3 clusters Score -694012.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -694047.312500 Penalty: 4316.774414
	Iteration 38Q: 3 clusters Score -694047.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -694070.687500 Penalty: 4316.774414
	Iteration 39Q: 3 clusters Score -694070.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -694088.500000 Penalty: 4316.774414
	Iteration 40F: 3 clusters Score -694088.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -694114.437500 Penalty: 4316.774414
	Iteration 41Q: 3 clusters Score -694114.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -694134.000000 Penalty: 4316.774414
	Iteration 42Q: 3 clusters Score -694134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -694152.562500 Penalty: 4316.774414
	Iteration 43Q: 3 clusters Score -694152.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -694166.187500 Penalty: 4316.774414
	Iteration 44Q: 3 clusters Score -694166.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -694180.500000 Penalty: 4316.774414
	Iteration 45Q: 3 clusters Score -694180.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -694196.687500 Penalty: 4316.774414
	Iteration 46Q: 3 clusters Score -694196.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -694208.750000 Penalty: 4316.774414
	Iteration 47Q: 3 clusters Score -694208.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -694219.437500 Penalty: 4316.774414
	Iteration 48Q: 3 clusters Score -694219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -694225.312500 Penalty: 4316.774414
	Iteration 49Q: 3 clusters Score -694225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -694230.437500 Penalty: 4316.774414
	Iteration 50Q: 3 clusters Score -694230.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -694235.937500 Penalty: 4316.774414
	Iteration 51Q: 3 clusters Score -694235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -694240.812500 Penalty: 4316.774414
	Iteration 52Q: 3 clusters Score -694240.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -694243.750000 Penalty: 4316.774414
	Iteration 53Q: 3 clusters Score -694243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -694246.062500 Penalty: 4316.774414
	Iteration 54Q: 3 clusters Score -694246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -694250.250000 Penalty: 4316.774414
	Iteration 55Q: 3 clusters Score -694250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -694254.250000 Penalty: 4316.774414
	Iteration 56Q: 3 clusters Score -694254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -694258.000000 Penalty: 4316.774414
	Iteration 57Q: 3 clusters Score -694258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -694261.062500 Penalty: 4316.774414
	Iteration 58Q: 3 clusters Score -694261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -694262.750000 Penalty: 4316.774414
	Iteration 59Q: 3 clusters Score -694262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -694264.187500 Penalty: 4316.774414
	Iteration 60F: 3 clusters Score -694264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -694265.062500 Penalty: 4316.774414
	Iteration 61Q: 3 clusters Score -694265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -694266.937500 Penalty: 4316.774414
	Iteration 62Q: 3 clusters Score -694266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -694266.062500 Penalty: 4316.774414
	Iteration 63Q: 3 clusters Score -694266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -694266.375000 Penalty: 4316.774414
	Iteration 64Q: 3 clusters Score -694266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -694269.375000 Penalty: 4316.774414
	Iteration 65Q: 3 clusters Score -694269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -694270.750000 Penalty: 4316.774414
	Iteration 66Q: 3 clusters Score -694270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -694274.187500 Penalty: 4316.774414
	Iteration 67Q: 3 clusters Score -694274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -694275.812500 Penalty: 4316.774414
	Iteration 68Q: 3 clusters Score -694275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -694275.125000 Penalty: 4316.774414
	Iteration 69Q: 3 clusters Score -694275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -694275.125000 Penalty: 4316.774414
	Iteration 70Q: 3 clusters Score -694275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -694275.125000 Penalty: 4316.774414
	Iteration 71F: 3 clusters Score -694275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -424930.343750 Penalty: 2064.074219
	Iteration 0F: 2 clusters Score -424930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -420987.343750 Penalty: 4128.148438
	Iteration 0F: 3 clusters Score -420987.3 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -421918.875000 Penalty: 4128.148438
	Iteration 1F: 3 clusters Score -421918.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -422236.781250 Penalty: 4128.148438
	Iteration 2F: 3 clusters Score -422236.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -422506.031250 Penalty: 4128.148438
	Iteration 3F: 3 clusters Score -422506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -422728.062500 Penalty: 4128.148438
	Iteration 4F: 3 clusters Score -422728.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -422920.250000 Penalty: 4128.148438
	Iteration 5F: 3 clusters Score -422920.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -423056.406250 Penalty: 4128.148438
	Iteration 6Q: 3 clusters Score -423056.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -423190.812500 Penalty: 4128.148438
	Iteration 7Q: 3 clusters Score -423190.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -423300.843750 Penalty: 4128.148438
	Iteration 8Q: 3 clusters Score -423300.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423400.125000 Penalty: 4128.148438
	Iteration 9Q: 3 clusters Score -423400.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -423493.437500 Penalty: 4128.148438
	Iteration 10Q: 3 clusters Score -423493.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -423567.218750 Penalty: 4128.148438
	Iteration 11Q: 3 clusters Score -423567.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423629.468750 Penalty: 4128.148438
	Iteration 12Q: 3 clusters Score -423629.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -423669.000000 Penalty: 4128.148438
	Iteration 13Q: 3 clusters Score -423669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -423705.468750 Penalty: 4128.148438
	Iteration 14Q: 3 clusters Score -423705.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -423725.218750 Penalty: 4128.148438
	Iteration 15Q: 3 clusters Score -423725.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -423744.968750 Penalty: 4128.148438
	Iteration 16Q: 3 clusters Score -423745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -423760.406250 Penalty: 4128.148438
	Iteration 17Q: 3 clusters Score -423760.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -423775.406250 Penalty: 4128.148438
	Iteration 18Q: 3 clusters Score -423775.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -423782.437500 Penalty: 4128.148438
	Iteration 19Q: 3 clusters Score -423782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -423791.593750 Penalty: 4128.148438
	Iteration 20F: 3 clusters Score -423791.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -423799.312500 Penalty: 4128.148438
	Iteration 21Q: 3 clusters Score -423799.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -423805.656250 Penalty: 4128.148438
	Iteration 22Q: 3 clusters Score -423805.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -423809.093750 Penalty: 4128.148438
	Iteration 23Q: 3 clusters Score -423809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -423811.156250 Penalty: 4128.148438
	Iteration 24Q: 3 clusters Score -423811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -423812.281250 Penalty: 4128.148438
	Iteration 25Q: 3 clusters Score -423812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -423812.031250 Penalty: 4128.148438
	Iteration 26Q: 3 clusters Score -423812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -423814.218750 Penalty: 4128.148438
	Iteration 27Q: 3 clusters Score -423814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -423815.718750 Penalty: 4128.148438
	Iteration 28Q: 3 clusters Score -423815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -423817.156250 Penalty: 4128.148438
	Iteration 29Q: 3 clusters Score -423817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -423817.875000 Penalty: 4128.148438
	Iteration 30Q: 3 clusters Score -423817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -423818.812500 Penalty: 4128.148438
	Iteration 31Q: 3 clusters Score -423818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -423819.031250 Penalty: 4128.148438
	Iteration 32Q: 3 clusters Score -423819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -423819.656250 Penalty: 4128.148438
	Iteration 33Q: 3 clusters Score -423819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -423819.656250 Penalty: 4128.148438
	Iteration 34F: 3 clusters Score -423819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Entering Unmasked Estep 
Score: -2214806.500000 Penalty: 2449.544434
	Iteration 0F: 2 clusters Score -2214806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2200997.750000 Penalty: 4899.088867
	Iteration 0F: 3 clusters Score -2200998 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2205800.750000 Penalty: 4899.088867
	Iteration 1F: 3 clusters Score -2205801 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2206515.750000 Penalty: 4899.088867
	Iteration 2F: 3 clusters Score -2206516 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2207571.000000 Penalty: 4899.088867
	Iteration 3F: 3 clusters Score -2207571 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2208914.750000 Penalty: 4899.088867
	Iteration 4F: 3 clusters Score -2208915 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2210202.000000 Penalty: 4899.088867
	Iteration 5F: 3 clusters Score -2210202 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2211348.000000 Penalty: 4899.088867
	Iteration 6F: 3 clusters Score -2211348 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2212183.750000 Penalty: 4899.088867
	Iteration 7F: 3 clusters Score -2212184 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2212751.250000 Penalty: 4899.088867
	Iteration 8Q: 3 clusters Score -2212751 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2213136.000000 Penalty: 4899.088867
	Iteration 9Q: 3 clusters Score -2213136 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2213457.500000 Penalty: 4899.088867
	Iteration 10Q: 3 clusters Score -2213458 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2213744.750000 Penalty: 4899.088867
	Iteration 11Q: 3 clusters Score -2213745 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2213982.000000 Penalty: 4899.088867
	Iteration 12Q: 3 clusters Score -2213982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2214121.250000 Penalty: 4899.088867
	Iteration 13Q: 3 clusters Score -2214121 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2214190.500000 Penalty: 4899.088867
	Iteration 14Q: 3 clusters Score -2214190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2214222.250000 Penalty: 4899.088867
	Iteration 15Q: 3 clusters Score -2214222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2214237.750000 Penalty: 4899.088867
	Iteration 16Q: 3 clusters Score -2214238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2214249.750000 Penalty: 4899.088867
	Iteration 17Q: 3 clusters Score -2214250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2214258.500000 Penalty: 4899.088867
	Iteration 18Q: 3 clusters Score -2214258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2214262.500000 Penalty: 4899.088867
	Iteration 19Q: 3 clusters Score -2214262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2214259.750000 Penalty: 4899.088867
	Iteration 20F: 3 clusters Score -2214260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2214270.750000 Penalty: 4899.088867
	Iteration 21Q: 3 clusters Score -2214271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2214267.000000 Penalty: 4899.088867
	Iteration 22Q: 3 clusters Score -2214267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2214272.000000 Penalty: 4899.088867
	Iteration 23Q: 3 clusters Score -2214272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2214271.000000 Penalty: 4899.088867
	Iteration 24Q: 3 clusters Score -2214271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2214271.000000 Penalty: 4899.088867
	Iteration 25F: 3 clusters Score -2214271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -97556.867188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -97556.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95806.531250 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -95806.53 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96257.375000 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -96257.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96456.492188 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -96456.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96672.031250 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -96672.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96920.054688 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -96920.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97088.789062 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -97088.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97172.539062 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -97172.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97217.265625 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -97217.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97251.312500 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -97251.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97274.390625 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -97274.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97301.187500 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -97301.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97331.156250 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -97331.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97343.429688 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -97343.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97355.914062 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -97355.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97366.265625 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -97366.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97379.851562 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -97379.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97386.578125 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -97386.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97389.851562 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -97389.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97389.851562 Penalty: 3384.889404
	Iteration 18F: 3 clusters Score -97389.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -674717.437500 Penalty: 2163.684082
	Iteration 0F: 2 clusters Score -674717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -669432.812500 Penalty: 4327.368164
	Iteration 0F: 3 clusters Score -669432.8 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -670799.562500 Penalty: 4327.368164
	Iteration 1F: 3 clusters Score -670799.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -671136.812500 Penalty: 4327.368164
	Iteration 2F: 3 clusters Score -671136.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -671432.000000 Penalty: 4327.368164
	Iteration 3F: 3 clusters Score -671432 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -671782.500000 Penalty: 4327.368164
	Iteration 4F: 3 clusters Score -671782.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -672166.125000 Penalty: 4327.368164
	Iteration 5F: 3 clusters Score -672166.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -672566.750000 Penalty: 4327.368164
	Iteration 6F: 3 clusters Score -672566.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -672924.687500 Penalty: 4327.368164
	Iteration 7F: 3 clusters Score -672924.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -673177.125000 Penalty: 4327.368164
	Iteration 8F: 3 clusters Score -673177.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -673346.187500 Penalty: 4327.368164
	Iteration 9Q: 3 clusters Score -673346.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -673469.437500 Penalty: 4327.368164
	Iteration 10Q: 3 clusters Score -673469.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -673560.000000 Penalty: 4327.368164
	Iteration 11Q: 3 clusters Score -673560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -673638.937500 Penalty: 4327.368164
	Iteration 12Q: 3 clusters Score -673638.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -673697.687500 Penalty: 4327.368164
	Iteration 13Q: 3 clusters Score -673697.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -673736.687500 Penalty: 4327.368164
	Iteration 14Q: 3 clusters Score -673736.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -673763.750000 Penalty: 4327.368164
	Iteration 15Q: 3 clusters Score -673763.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -673786.562500 Penalty: 4327.368164
	Iteration 16Q: 3 clusters Score -673786.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -673804.562500 Penalty: 4327.368164
	Iteration 17Q: 3 clusters Score -673804.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -673823.000000 Penalty: 4327.368164
	Iteration 18Q: 3 clusters Score -673823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -673839.375000 Penalty: 4327.368164
	Iteration 19Q: 3 clusters Score -673839.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -673857.125000 Penalty: 4327.368164
	Iteration 20F: 3 clusters Score -673857.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -673874.250000 Penalty: 4327.368164
	Iteration 21Q: 3 clusters Score -673874.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -673886.500000 Penalty: 4327.368164
	Iteration 22Q: 3 clusters Score -673886.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -673897.687500 Penalty: 4327.368164
	Iteration 23Q: 3 clusters Score -673897.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -673911.562500 Penalty: 4327.368164
	Iteration 24Q: 3 clusters Score -673911.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -673921.687500 Penalty: 4327.368164
	Iteration 25Q: 3 clusters Score -673921.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -673929.000000 Penalty: 4327.368164
	Iteration 26Q: 3 clusters Score -673929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -673933.250000 Penalty: 4327.368164
	Iteration 27Q: 3 clusters Score -673933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -673938.875000 Penalty: 4327.368164
	Iteration 28Q: 3 clusters Score -673938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -673942.500000 Penalty: 4327.368164
	Iteration 29Q: 3 clusters Score -673942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -673944.625000 Penalty: 4327.368164
	Iteration 30Q: 3 clusters Score -673944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -673949.812500 Penalty: 4327.368164
	Iteration 31Q: 3 clusters Score -673949.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -673953.687500 Penalty: 4327.368164
	Iteration 32Q: 3 clusters Score -673953.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -673957.875000 Penalty: 4327.368164
	Iteration 33Q: 3 clusters Score -673957.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -673959.187500 Penalty: 4327.368164
	Iteration 34Q: 3 clusters Score -673959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -673963.250000 Penalty: 4327.368164
	Iteration 35Q: 3 clusters Score -673963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -673965.500000 Penalty: 4327.368164
	Iteration 36Q: 3 clusters Score -673965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -673966.312500 Penalty: 4327.368164
	Iteration 37Q: 3 clusters Score -673966.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -673967.062500 Penalty: 4327.368164
	Iteration 38Q: 3 clusters Score -673967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -673969.562500 Penalty: 4327.368164
	Iteration 39Q: 3 clusters Score -673969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -673969.562500 Penalty: 4327.368164
	Iteration 40F: 3 clusters Score -673969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -673970.812500 Penalty: 4327.368164
	Iteration 41Q: 3 clusters Score -673970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -673974.312500 Penalty: 4327.368164
	Iteration 42Q: 3 clusters Score -673974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -673976.250000 Penalty: 4327.368164
	Iteration 43Q: 3 clusters Score -673976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -673979.562500 Penalty: 4327.368164
	Iteration 44Q: 3 clusters Score -673979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -673982.187500 Penalty: 4327.368164
	Iteration 45Q: 3 clusters Score -673982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -673982.187500 Penalty: 4327.368164
	Iteration 46Q: 3 clusters Score -673982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -673984.000000 Penalty: 4327.368164
	Iteration 47Q: 3 clusters Score -673984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -673985.000000 Penalty: 4327.368164
	Iteration 48Q: 3 clusters Score -673985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -673986.125000 Penalty: 4327.368164
	Iteration 49Q: 3 clusters Score -673986.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -673989.562500 Penalty: 4327.368164
	Iteration 50Q: 3 clusters Score -673989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -673995.125000 Penalty: 4327.368164
	Iteration 51Q: 3 clusters Score -673995.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -673999.625000 Penalty: 4327.368164
	Iteration 52Q: 3 clusters Score -673999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -674002.625000 Penalty: 4327.368164
	Iteration 53Q: 3 clusters Score -674002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -674005.437500 Penalty: 4327.368164
	Iteration 54Q: 3 clusters Score -674005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -674008.750000 Penalty: 4327.368164
	Iteration 55Q: 3 clusters Score -674008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -674012.125000 Penalty: 4327.368164
	Iteration 56Q: 3 clusters Score -674012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -674013.625000 Penalty: 4327.368164
	Iteration 57Q: 3 clusters Score -674013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -674014.500000 Penalty: 4327.368164
	Iteration 58Q: 3 clusters Score -674014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -674015.875000 Penalty: 4327.368164
	Iteration 59Q: 3 clusters Score -674015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -674017.250000 Penalty: 4327.368164
	Iteration 60F: 3 clusters Score -674017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -674019.062500 Penalty: 4327.368164
	Iteration 61Q: 3 clusters Score -674019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -674020.500000 Penalty: 4327.368164
	Iteration 62Q: 3 clusters Score -674020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -674024.187500 Penalty: 4327.368164
	Iteration 63Q: 3 clusters Score -674024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -674026.375000 Penalty: 4327.368164
	Iteration 64Q: 3 clusters Score -674026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -674027.062500 Penalty: 4327.368164
	Iteration 65Q: 3 clusters Score -674027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -674026.875000 Penalty: 4327.368164
	Iteration 66Q: 3 clusters Score -674026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -674028.750000 Penalty: 4327.368164
	Iteration 67Q: 3 clusters Score -674028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -674029.375000 Penalty: 4327.368164
	Iteration 68Q: 3 clusters Score -674029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -674031.500000 Penalty: 4327.368164
	Iteration 69Q: 3 clusters Score -674031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -674033.500000 Penalty: 4327.368164
	Iteration 70Q: 3 clusters Score -674033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -674034.062500 Penalty: 4327.368164
	Iteration 71Q: 3 clusters Score -674034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -674033.687500 Penalty: 4327.368164
	Iteration 72Q: 3 clusters Score -674033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -674033.000000 Penalty: 4327.368164
	Iteration 73Q: 3 clusters Score -674033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -674033.000000 Penalty: 4327.368164
	Iteration 74F: 3 clusters Score -674033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -952255.562500 Penalty: 2264.427246
	Iteration 0F: 2 clusters Score -952255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -945048.500000 Penalty: 4528.854492
	Iteration 0F: 3 clusters Score -945048.5 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -947502.562500 Penalty: 4528.854492
	Iteration 1F: 3 clusters Score -947502.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -948191.687500 Penalty: 4528.854492
	Iteration 2F: 3 clusters Score -948191.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -948774.625000 Penalty: 4528.854492
	Iteration 3F: 3 clusters Score -948774.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -949265.937500 Penalty: 4528.854492
	Iteration 4F: 3 clusters Score -949265.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -949739.062500 Penalty: 4528.854492
	Iteration 5F: 3 clusters Score -949739.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -950151.562500 Penalty: 4528.854492
	Iteration 6F: 3 clusters Score -950151.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -950464.937500 Penalty: 4528.854492
	Iteration 7Q: 3 clusters Score -950464.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -950676.500000 Penalty: 4528.854492
	Iteration 8Q: 3 clusters Score -950676.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -950801.437500 Penalty: 4528.854492
	Iteration 9Q: 3 clusters Score -950801.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -950883.375000 Penalty: 4528.854492
	Iteration 10Q: 3 clusters Score -950883.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -950925.875000 Penalty: 4528.854492
	Iteration 11Q: 3 clusters Score -950925.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -950962.312500 Penalty: 4528.854492
	Iteration 12Q: 3 clusters Score -950962.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -950988.250000 Penalty: 4528.854492
	Iteration 13Q: 3 clusters Score -950988.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -951011.937500 Penalty: 4528.854492
	Iteration 14Q: 3 clusters Score -951011.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -951027.812500 Penalty: 4528.854492
	Iteration 15Q: 3 clusters Score -951027.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -951040.562500 Penalty: 4528.854492
	Iteration 16Q: 3 clusters Score -951040.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -951046.062500 Penalty: 4528.854492
	Iteration 17Q: 3 clusters Score -951046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -951048.875000 Penalty: 4528.854492
	Iteration 18Q: 3 clusters Score -951048.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -951054.937500 Penalty: 4528.854492
	Iteration 19Q: 3 clusters Score -951054.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -951059.187500 Penalty: 4528.854492
	Iteration 20F: 3 clusters Score -951059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -951061.000000 Penalty: 4528.854492
	Iteration 21Q: 3 clusters Score -951061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -951064.687500 Penalty: 4528.854492
	Iteration 22Q: 3 clusters Score -951064.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -951065.250000 Penalty: 4528.854492
	Iteration 23Q: 3 clusters Score -951065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -951068.437500 Penalty: 4528.854492
	Iteration 24Q: 3 clusters Score -951068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -951069.375000 Penalty: 4528.854492
	Iteration 25Q: 3 clusters Score -951069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -951072.625000 Penalty: 4528.854492
	Iteration 26Q: 3 clusters Score -951072.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -951073.187500 Penalty: 4528.854492
	Iteration 27Q: 3 clusters Score -951073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -951070.812500 Penalty: 4528.854492
	Iteration 28Q: 3 clusters Score -951070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -951072.500000 Penalty: 4528.854492
	Iteration 29Q: 3 clusters Score -951072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -951074.562500 Penalty: 4528.854492
	Iteration 30Q: 3 clusters Score -951074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -951074.875000 Penalty: 4528.854492
	Iteration 31Q: 3 clusters Score -951074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -951074.062500 Penalty: 4528.854492
	Iteration 32Q: 3 clusters Score -951074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -951072.500000 Penalty: 4528.854492
	Iteration 33Q: 3 clusters Score -951072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -951074.375000 Penalty: 4528.854492
	Iteration 34Q: 3 clusters Score -951074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -951076.125000 Penalty: 4528.854492
	Iteration 35Q: 3 clusters Score -951076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -951075.562500 Penalty: 4528.854492
	Iteration 36Q: 3 clusters Score -951075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -951075.562500 Penalty: 4528.854492
	Iteration 37F: 3 clusters Score -951075.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Entering Unmasked Estep 
Score: -1048919.125000 Penalty: 2274.865723
	Iteration 0F: 2 clusters Score -1048919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1041419.250000 Penalty: 4549.731445
	Iteration 0F: 3 clusters Score -1041419 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1043615.312500 Penalty: 4549.731445
	Iteration 1F: 3 clusters Score -1043615 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1043920.125000 Penalty: 4549.731445
	Iteration 2F: 3 clusters Score -1043920 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1044156.312500 Penalty: 4549.731445
	Iteration 3F: 3 clusters Score -1044156 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1044381.937500 Penalty: 4549.731445
	Iteration 4Q: 3 clusters Score -1044382 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1044596.375000 Penalty: 4549.731445
	Iteration 5Q: 3 clusters Score -1044596 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1044773.000000 Penalty: 4549.731445
	Iteration 6Q: 3 clusters Score -1044773 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1044938.687500 Penalty: 4549.731445
	Iteration 7Q: 3 clusters Score -1044939 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1045092.437500 Penalty: 4549.731445
	Iteration 8Q: 3 clusters Score -1045092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1045238.812500 Penalty: 4549.731445
	Iteration 9Q: 3 clusters Score -1045239 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1045398.000000 Penalty: 4549.731445
	Iteration 10Q: 3 clusters Score -1045398 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1045559.812500 Penalty: 4549.731445
	Iteration 11Q: 3 clusters Score -1045560 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1045719.750000 Penalty: 4549.731445
	Iteration 12Q: 3 clusters Score -1045720 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1045885.437500 Penalty: 4549.731445
	Iteration 13Q: 3 clusters Score -1045885 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1046027.312500 Penalty: 4549.731445
	Iteration 14Q: 3 clusters Score -1046027 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1046148.000000 Penalty: 4549.731445
	Iteration 15Q: 3 clusters Score -1046148 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1046238.937500 Penalty: 4549.731445
	Iteration 16Q: 3 clusters Score -1046239 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1046313.250000 Penalty: 4549.731445
	Iteration 17Q: 3 clusters Score -1046313 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1046366.812500 Penalty: 4549.731445
	Iteration 18Q: 3 clusters Score -1046367 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1046421.875000 Penalty: 4549.731445
	Iteration 19Q: 3 clusters Score -1046422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1046465.937500 Penalty: 4549.731445
	Iteration 20F: 3 clusters Score -1046466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1046498.812500 Penalty: 4549.731445
	Iteration 21Q: 3 clusters Score -1046499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1046525.875000 Penalty: 4549.731445
	Iteration 22Q: 3 clusters Score -1046526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1046555.125000 Penalty: 4549.731445
	Iteration 23Q: 3 clusters Score -1046555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1046577.437500 Penalty: 4549.731445
	Iteration 24Q: 3 clusters Score -1046577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1046594.250000 Penalty: 4549.731445
	Iteration 25Q: 3 clusters Score -1046594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1046618.250000 Penalty: 4549.731445
	Iteration 26Q: 3 clusters Score -1046618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1046638.062500 Penalty: 4549.731445
	Iteration 27Q: 3 clusters Score -1046638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1046659.375000 Penalty: 4549.731445
	Iteration 28Q: 3 clusters Score -1046659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1046677.875000 Penalty: 4549.731445
	Iteration 29Q: 3 clusters Score -1046678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1046692.750000 Penalty: 4549.731445
	Iteration 30Q: 3 clusters Score -1046693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1046702.062500 Penalty: 4549.731445
	Iteration 31Q: 3 clusters Score -1046702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1046719.000000 Penalty: 4549.731445
	Iteration 32Q: 3 clusters Score -1046719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1046728.562500 Penalty: 4549.731445
	Iteration 33Q: 3 clusters Score -1046729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1046745.250000 Penalty: 4549.731445
	Iteration 34Q: 3 clusters Score -1046745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1046766.312500 Penalty: 4549.731445
	Iteration 35Q: 3 clusters Score -1046766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1046782.500000 Penalty: 4549.731445
	Iteration 36Q: 3 clusters Score -1046782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1046795.562500 Penalty: 4549.731445
	Iteration 37Q: 3 clusters Score -1046796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1046814.875000 Penalty: 4549.731445
	Iteration 38Q: 3 clusters Score -1046815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1046833.875000 Penalty: 4549.731445
	Iteration 39Q: 3 clusters Score -1046834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1046843.937500 Penalty: 4549.731445
	Iteration 40F: 3 clusters Score -1046844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1046852.625000 Penalty: 4549.731445
	Iteration 41Q: 3 clusters Score -1046853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1046858.812500 Penalty: 4549.731445
	Iteration 42Q: 3 clusters Score -1046859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1046871.625000 Penalty: 4549.731445
	Iteration 43Q: 3 clusters Score -1046872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1046886.937500 Penalty: 4549.731445
	Iteration 44Q: 3 clusters Score -1046887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1046903.500000 Penalty: 4549.731445
	Iteration 45Q: 3 clusters Score -1046904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1046919.000000 Penalty: 4549.731445
	Iteration 46Q: 3 clusters Score -1046919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1046935.750000 Penalty: 4549.731445
	Iteration 47Q: 3 clusters Score -1046936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1046949.687500 Penalty: 4549.731445
	Iteration 48Q: 3 clusters Score -1046950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1046961.062500 Penalty: 4549.731445
	Iteration 49Q: 3 clusters Score -1046961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1046974.812500 Penalty: 4549.731445
	Iteration 50Q: 3 clusters Score -1046975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1046985.750000 Penalty: 4549.731445
	Iteration 51Q: 3 clusters Score -1046986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1046997.000000 Penalty: 4549.731445
	Iteration 52Q: 3 clusters Score -1046997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1047003.562500 Penalty: 4549.731445
	Iteration 53Q: 3 clusters Score -1047004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1047007.750000 Penalty: 4549.731445
	Iteration 54Q: 3 clusters Score -1047008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1047012.437500 Penalty: 4549.731445
	Iteration 55Q: 3 clusters Score -1047012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1047013.750000 Penalty: 4549.731445
	Iteration 56Q: 3 clusters Score -1047014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1047015.937500 Penalty: 4549.731445
	Iteration 57Q: 3 clusters Score -1047016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1047015.250000 Penalty: 4549.731445
	Iteration 58Q: 3 clusters Score -1047015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1047017.750000 Penalty: 4549.731445
	Iteration 59Q: 3 clusters Score -1047018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1047019.000000 Penalty: 4549.731445
	Iteration 60F: 3 clusters Score -1047019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1047019.375000 Penalty: 4549.731445
	Iteration 61Q: 3 clusters Score -1047019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1047020.250000 Penalty: 4549.731445
	Iteration 62Q: 3 clusters Score -1047020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1047023.875000 Penalty: 4549.731445
	Iteration 63Q: 3 clusters Score -1047024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1047024.562500 Penalty: 4549.731445
	Iteration 64Q: 3 clusters Score -1047025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1047025.437500 Penalty: 4549.731445
	Iteration 65Q: 3 clusters Score -1047025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1047029.937500 Penalty: 4549.731445
	Iteration 66Q: 3 clusters Score -1047030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1047030.250000 Penalty: 4549.731445
	Iteration 67Q: 3 clusters Score -1047030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1047030.937500 Penalty: 4549.731445
	Iteration 68Q: 3 clusters Score -1047031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1047031.312500 Penalty: 4549.731445
	Iteration 69Q: 3 clusters Score -1047031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1047033.812500 Penalty: 4549.731445
	Iteration 70Q: 3 clusters Score -1047034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1047034.500000 Penalty: 4549.731445
	Iteration 71Q: 3 clusters Score -1047034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1047033.312500 Penalty: 4549.731445
	Iteration 72Q: 3 clusters Score -1047033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1047034.000000 Penalty: 4549.731445
	Iteration 73Q: 3 clusters Score -1047034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1047035.625000 Penalty: 4549.731445
	Iteration 74Q: 3 clusters Score -1047036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1047034.625000 Penalty: 4549.731445
	Iteration 75Q: 3 clusters Score -1047035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1047034.625000 Penalty: 4549.731445
	Iteration 76F: 3 clusters Score -1047035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (51061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Entering Unmasked Estep 
Score: -5857280.500000 Penalty: 2688.512451
	Iteration 0F: 2 clusters Score -5857280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5823056.500000 Penalty: 5377.024902
	Iteration 0F: 3 clusters Score -5823056 nChanged 23573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -5835808.000000 Penalty: 5377.024902
	Iteration 1F: 3 clusters Score -5835808 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5836317.000000 Penalty: 5377.024902
	Iteration 2Q: 3 clusters Score -5836317 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5836812.500000 Penalty: 5377.024902
	Iteration 3Q: 3 clusters Score -5836812 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5837217.500000 Penalty: 5377.024902
	Iteration 4Q: 3 clusters Score -5837218 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5837605.000000 Penalty: 5377.024902
	Iteration 5Q: 3 clusters Score -5837605 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5838115.000000 Penalty: 5377.024902
	Iteration 6Q: 3 clusters Score -5838115 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5838751.000000 Penalty: 5377.024902
	Iteration 7Q: 3 clusters Score -5838751 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5839521.000000 Penalty: 5377.024902
	Iteration 8Q: 3 clusters Score -5839521 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5840697.000000 Penalty: 5377.024902
	Iteration 9Q: 3 clusters Score -5840697 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -5842124.000000 Penalty: 5377.024902
	Iteration 10F: 3 clusters Score -5842124 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5843947.000000 Penalty: 5377.024902
	Iteration 11F: 3 clusters Score -5843947 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5845923.000000 Penalty: 5377.024902
	Iteration 12F: 3 clusters Score -5845923 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -5848066.500000 Penalty: 5377.024902
	Iteration 13F: 3 clusters Score -5848066 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -5850102.000000 Penalty: 5377.024902
	Iteration 14F: 3 clusters Score -5850102 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5851737.500000 Penalty: 5377.024902
	Iteration 15Q: 3 clusters Score -5851738 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5853032.500000 Penalty: 5377.024902
	Iteration 16Q: 3 clusters Score -5853032 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5853850.000000 Penalty: 5377.024902
	Iteration 17Q: 3 clusters Score -5853850 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5854313.500000 Penalty: 5377.024902
	Iteration 18Q: 3 clusters Score -5854314 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5854563.000000 Penalty: 5377.024902
	Iteration 19Q: 3 clusters Score -5854563 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5854697.000000 Penalty: 5377.024902
	Iteration 20F: 3 clusters Score -5854697 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5854758.000000 Penalty: 5377.024902
	Iteration 21Q: 3 clusters Score -5854758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5854796.500000 Penalty: 5377.024902
	Iteration 22Q: 3 clusters Score -5854796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5854816.000000 Penalty: 5377.024902
	Iteration 23Q: 3 clusters Score -5854816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5854827.000000 Penalty: 5377.024902
	Iteration 24Q: 3 clusters Score -5854827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5854848.500000 Penalty: 5377.024902
	Iteration 25Q: 3 clusters Score -5854848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5854868.500000 Penalty: 5377.024902
	Iteration 26Q: 3 clusters Score -5854868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5854869.500000 Penalty: 5377.024902
	Iteration 27Q: 3 clusters Score -5854870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5854870.000000 Penalty: 5377.024902
	Iteration 28Q: 3 clusters Score -5854870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5854872.000000 Penalty: 5377.024902
	Iteration 29Q: 3 clusters Score -5854872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5854879.500000 Penalty: 5377.024902
	Iteration 30Q: 3 clusters Score -5854880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5854895.500000 Penalty: 5377.024902
	Iteration 31Q: 3 clusters Score -5854896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5854902.500000 Penalty: 5377.024902
	Iteration 32Q: 3 clusters Score -5854902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5854911.000000 Penalty: 5377.024902
	Iteration 33Q: 3 clusters Score -5854911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5854912.500000 Penalty: 5377.024902
	Iteration 34Q: 3 clusters Score -5854912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5854921.500000 Penalty: 5377.024902
	Iteration 35Q: 3 clusters Score -5854922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5854921.500000 Penalty: 5377.024902
	Iteration 36F: 3 clusters Score -5854922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -275016.312500 Penalty: 1960.000244
	Iteration 0F: 2 clusters Score -275016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -271971.906250 Penalty: 3920.000488
	Iteration 0F: 3 clusters Score -271971.9 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -272682.593750 Penalty: 3920.000488
	Iteration 1F: 3 clusters Score -272682.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -272924.687500 Penalty: 3920.000488
	Iteration 2F: 3 clusters Score -272924.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -273092.906250 Penalty: 3920.000488
	Iteration 3F: 3 clusters Score -273092.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -273232.218750 Penalty: 3920.000488
	Iteration 4Q: 3 clusters Score -273232.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -273340.812500 Penalty: 3920.000488
	Iteration 5Q: 3 clusters Score -273340.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -273444.125000 Penalty: 3920.000488
	Iteration 6Q: 3 clusters Score -273444.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -273564.843750 Penalty: 3920.000488
	Iteration 7Q: 3 clusters Score -273564.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -273667.343750 Penalty: 3920.000488
	Iteration 8Q: 3 clusters Score -273667.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -273766.656250 Penalty: 3920.000488
	Iteration 9Q: 3 clusters Score -273766.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273832.250000 Penalty: 3920.000488
	Iteration 10Q: 3 clusters Score -273832.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -273878.968750 Penalty: 3920.000488
	Iteration 11Q: 3 clusters Score -273879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -273916.062500 Penalty: 3920.000488
	Iteration 12Q: 3 clusters Score -273916.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -273955.125000 Penalty: 3920.000488
	Iteration 13Q: 3 clusters Score -273955.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -273982.656250 Penalty: 3920.000488
	Iteration 14Q: 3 clusters Score -273982.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274012.750000 Penalty: 3920.000488
	Iteration 15Q: 3 clusters Score -274012.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -274043.593750 Penalty: 3920.000488
	Iteration 16Q: 3 clusters Score -274043.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -274081.781250 Penalty: 3920.000488
	Iteration 17Q: 3 clusters Score -274081.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -274118.937500 Penalty: 3920.000488
	Iteration 18Q: 3 clusters Score -274118.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274152.062500 Penalty: 3920.000488
	Iteration 19Q: 3 clusters Score -274152.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -274191.750000 Penalty: 3920.000488
	Iteration 20F: 3 clusters Score -274191.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -274248.187500 Penalty: 3920.000488
	Iteration 21Q: 3 clusters Score -274248.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -274285.062500 Penalty: 3920.000488
	Iteration 22Q: 3 clusters Score -274285.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -274309.500000 Penalty: 3920.000488
	Iteration 23Q: 3 clusters Score -274309.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -274319.593750 Penalty: 3920.000488
	Iteration 24Q: 3 clusters Score -274319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -274327.000000 Penalty: 3920.000488
	Iteration 25Q: 3 clusters Score -274327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -274331.218750 Penalty: 3920.000488
	Iteration 26Q: 3 clusters Score -274331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -274334.687500 Penalty: 3920.000488
	Iteration 27Q: 3 clusters Score -274334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -274337.250000 Penalty: 3920.000488
	Iteration 28Q: 3 clusters Score -274337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -274339.687500 Penalty: 3920.000488
	Iteration 29Q: 3 clusters Score -274339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -274344.718750 Penalty: 3920.000488
	Iteration 30Q: 3 clusters Score -274344.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -274347.906250 Penalty: 3920.000488
	Iteration 31Q: 3 clusters Score -274347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -274348.937500 Penalty: 3920.000488
	Iteration 32Q: 3 clusters Score -274348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -274348.937500 Penalty: 3920.000488
	Iteration 33F: 3 clusters Score -274348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -225904.187500 Penalty: 1944.202393
	Iteration 0F: 2 clusters Score -225904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -223024.656250 Penalty: 3888.404785
	Iteration 0F: 3 clusters Score -223024.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -223892.062500 Penalty: 3888.404785
	Iteration 1F: 3 clusters Score -223892.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -224316.046875 Penalty: 3888.404785
	Iteration 2F: 3 clusters Score -224316 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -224607.203125 Penalty: 3888.404785
	Iteration 3F: 3 clusters Score -224607.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -224794.765625 Penalty: 3888.404785
	Iteration 4F: 3 clusters Score -224794.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -224931.281250 Penalty: 3888.404785
	Iteration 5Q: 3 clusters Score -224931.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225024.234375 Penalty: 3888.404785
	Iteration 6Q: 3 clusters Score -225024.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -225062.593750 Penalty: 3888.404785
	Iteration 7Q: 3 clusters Score -225062.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -225082.265625 Penalty: 3888.404785
	Iteration 8Q: 3 clusters Score -225082.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -225094.984375 Penalty: 3888.404785
	Iteration 9Q: 3 clusters Score -225095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -225101.593750 Penalty: 3888.404785
	Iteration 10Q: 3 clusters Score -225101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -225104.500000 Penalty: 3888.404785
	Iteration 11Q: 3 clusters Score -225104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225112.578125 Penalty: 3888.404785
	Iteration 12Q: 3 clusters Score -225112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -225117.671875 Penalty: 3888.404785
	Iteration 13Q: 3 clusters Score -225117.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -225120.859375 Penalty: 3888.404785
	Iteration 14Q: 3 clusters Score -225120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225122.015625 Penalty: 3888.404785
	Iteration 15Q: 3 clusters Score -225122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -225122.781250 Penalty: 3888.404785
	Iteration 16Q: 3 clusters Score -225122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -225124.359375 Penalty: 3888.404785
	Iteration 17Q: 3 clusters Score -225124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -225126.203125 Penalty: 3888.404785
	Iteration 18Q: 3 clusters Score -225126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -225126.109375 Penalty: 3888.404785
	Iteration 19Q: 3 clusters Score -225126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -225126.109375 Penalty: 3888.404785
	Iteration 20F: 3 clusters Score -225126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -273417.125000 Penalty: 1938.870972
	Iteration 0F: 2 clusters Score -273417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -270464.281250 Penalty: 3877.741943
	Iteration 0F: 3 clusters Score -270464.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -271066.375000 Penalty: 3877.741943
	Iteration 1F: 3 clusters Score -271066.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271211.312500 Penalty: 3877.741943
	Iteration 2F: 3 clusters Score -271211.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -271285.343750 Penalty: 3877.741943
	Iteration 3Q: 3 clusters Score -271285.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -271348.156250 Penalty: 3877.741943
	Iteration 4Q: 3 clusters Score -271348.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -271384.656250 Penalty: 3877.741943
	Iteration 5Q: 3 clusters Score -271384.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271403.812500 Penalty: 3877.741943
	Iteration 6Q: 3 clusters Score -271403.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -271424.843750 Penalty: 3877.741943
	Iteration 7Q: 3 clusters Score -271424.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -271445.906250 Penalty: 3877.741943
	Iteration 8Q: 3 clusters Score -271445.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -271472.343750 Penalty: 3877.741943
	Iteration 9Q: 3 clusters Score -271472.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -271508.000000 Penalty: 3877.741943
	Iteration 10Q: 3 clusters Score -271508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -271544.531250 Penalty: 3877.741943
	Iteration 11Q: 3 clusters Score -271544.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -271581.968750 Penalty: 3877.741943
	Iteration 12Q: 3 clusters Score -271582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -271614.250000 Penalty: 3877.741943
	Iteration 13Q: 3 clusters Score -271614.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -271656.406250 Penalty: 3877.741943
	Iteration 14Q: 3 clusters Score -271656.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -271700.125000 Penalty: 3877.741943
	Iteration 15Q: 3 clusters Score -271700.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -271742.375000 Penalty: 3877.741943
	Iteration 16Q: 3 clusters Score -271742.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -271775.625000 Penalty: 3877.741943
	Iteration 17Q: 3 clusters Score -271775.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -271802.875000 Penalty: 3877.741943
	Iteration 18Q: 3 clusters Score -271802.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -271832.812500 Penalty: 3877.741943
	Iteration 19Q: 3 clusters Score -271832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -271848.218750 Penalty: 3877.741943
	Iteration 20F: 3 clusters Score -271848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -271852.687500 Penalty: 3877.741943
	Iteration 21Q: 3 clusters Score -271852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -271858.062500 Penalty: 3877.741943
	Iteration 22Q: 3 clusters Score -271858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -271861.218750 Penalty: 3877.741943
	Iteration 23Q: 3 clusters Score -271861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -271864.562500 Penalty: 3877.741943
	Iteration 24Q: 3 clusters Score -271864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -271868.000000 Penalty: 3877.741943
	Iteration 25Q: 3 clusters Score -271868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -271875.125000 Penalty: 3877.741943
	Iteration 26Q: 3 clusters Score -271875.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -271883.781250 Penalty: 3877.741943
	Iteration 27Q: 3 clusters Score -271883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -271887.968750 Penalty: 3877.741943
	Iteration 28Q: 3 clusters Score -271888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -271891.656250 Penalty: 3877.741943
	Iteration 29Q: 3 clusters Score -271891.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -271900.656250 Penalty: 3877.741943
	Iteration 30Q: 3 clusters Score -271900.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -271904.812500 Penalty: 3877.741943
	Iteration 31Q: 3 clusters Score -271904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -271908.187500 Penalty: 3877.741943
	Iteration 32Q: 3 clusters Score -271908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -271909.875000 Penalty: 3877.741943
	Iteration 33Q: 3 clusters Score -271909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -271911.125000 Penalty: 3877.741943
	Iteration 34Q: 3 clusters Score -271911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -271912.593750 Penalty: 3877.741943
	Iteration 35Q: 3 clusters Score -271912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -271917.875000 Penalty: 3877.741943
	Iteration 36Q: 3 clusters Score -271917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -271922.187500 Penalty: 3877.741943
	Iteration 37Q: 3 clusters Score -271922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -271922.937500 Penalty: 3877.741943
	Iteration 38Q: 3 clusters Score -271922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -271923.937500 Penalty: 3877.741943
	Iteration 39Q: 3 clusters Score -271923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -271926.781250 Penalty: 3877.741943
	Iteration 40F: 3 clusters Score -271926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -271927.625000 Penalty: 3877.741943
	Iteration 41Q: 3 clusters Score -271927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -271927.625000 Penalty: 3877.741943
	Iteration 42F: 3 clusters Score -271927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Entering Unmasked Estep 
Score: -1765000.375000 Penalty: 2389.192627
	Iteration 0F: 2 clusters Score -1765000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1753966.125000 Penalty: 4778.385254
	Iteration 0F: 3 clusters Score -1753966 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1757582.625000 Penalty: 4778.385254
	Iteration 1F: 3 clusters Score -1757583 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1757916.375000 Penalty: 4778.385254
	Iteration 2F: 3 clusters Score -1757916 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1758241.750000 Penalty: 4778.385254
	Iteration 3Q: 3 clusters Score -1758242 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1758603.000000 Penalty: 4778.385254
	Iteration 4Q: 3 clusters Score -1758603 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1759056.125000 Penalty: 4778.385254
	Iteration 5F: 3 clusters Score -1759056 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1759637.625000 Penalty: 4778.385254
	Iteration 6F: 3 clusters Score -1759638 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1760345.625000 Penalty: 4778.385254
	Iteration 7F: 3 clusters Score -1760346 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1761123.000000 Penalty: 4778.385254
	Iteration 8F: 3 clusters Score -1761123 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1761766.125000 Penalty: 4778.385254
	Iteration 9Q: 3 clusters Score -1761766 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1762222.750000 Penalty: 4778.385254
	Iteration 10Q: 3 clusters Score -1762223 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1762488.250000 Penalty: 4778.385254
	Iteration 11Q: 3 clusters Score -1762488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1762677.500000 Penalty: 4778.385254
	Iteration 12Q: 3 clusters Score -1762678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1762795.875000 Penalty: 4778.385254
	Iteration 13Q: 3 clusters Score -1762796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1762865.250000 Penalty: 4778.385254
	Iteration 14Q: 3 clusters Score -1762865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1762915.125000 Penalty: 4778.385254
	Iteration 15Q: 3 clusters Score -1762915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1762948.375000 Penalty: 4778.385254
	Iteration 16Q: 3 clusters Score -1762948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1762963.375000 Penalty: 4778.385254
	Iteration 17Q: 3 clusters Score -1762963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1762981.500000 Penalty: 4778.385254
	Iteration 18Q: 3 clusters Score -1762982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1762991.250000 Penalty: 4778.385254
	Iteration 19Q: 3 clusters Score -1762991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1762994.750000 Penalty: 4778.385254
	Iteration 20F: 3 clusters Score -1762995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1763000.750000 Penalty: 4778.385254
	Iteration 21Q: 3 clusters Score -1763001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1763007.625000 Penalty: 4778.385254
	Iteration 22Q: 3 clusters Score -1763008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1763014.125000 Penalty: 4778.385254
	Iteration 23Q: 3 clusters Score -1763014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1763019.875000 Penalty: 4778.385254
	Iteration 24Q: 3 clusters Score -1763020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1763022.250000 Penalty: 4778.385254
	Iteration 25Q: 3 clusters Score -1763022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1763024.125000 Penalty: 4778.385254
	Iteration 26Q: 3 clusters Score -1763024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1763028.375000 Penalty: 4778.385254
	Iteration 27Q: 3 clusters Score -1763028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1763032.375000 Penalty: 4778.385254
	Iteration 28Q: 3 clusters Score -1763032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1763037.625000 Penalty: 4778.385254
	Iteration 29Q: 3 clusters Score -1763038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1763040.875000 Penalty: 4778.385254
	Iteration 30Q: 3 clusters Score -1763041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1763045.375000 Penalty: 4778.385254
	Iteration 31Q: 3 clusters Score -1763045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1763046.750000 Penalty: 4778.385254
	Iteration 32Q: 3 clusters Score -1763047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1763051.125000 Penalty: 4778.385254
	Iteration 33Q: 3 clusters Score -1763051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1763049.250000 Penalty: 4778.385254
	Iteration 34Q: 3 clusters Score -1763049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1763050.375000 Penalty: 4778.385254
	Iteration 35Q: 3 clusters Score -1763050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1763052.000000 Penalty: 4778.385254
	Iteration 36Q: 3 clusters Score -1763052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1763052.875000 Penalty: 4778.385254
	Iteration 37Q: 3 clusters Score -1763053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1763053.875000 Penalty: 4778.385254
	Iteration 38Q: 3 clusters Score -1763054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1763057.125000 Penalty: 4778.385254
	Iteration 39Q: 3 clusters Score -1763057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1763059.000000 Penalty: 4778.385254
	Iteration 40F: 3 clusters Score -1763059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1763060.375000 Penalty: 4778.385254
	Iteration 41Q: 3 clusters Score -1763060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1763060.250000 Penalty: 4778.385254
	Iteration 42Q: 3 clusters Score -1763060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1763060.250000 Penalty: 4778.385254
	Iteration 43F: 3 clusters Score -1763060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -278338.812500 Penalty: 1953.029541
	Iteration 0F: 2 clusters Score -278338.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -275367.937500 Penalty: 3906.059082
	Iteration 0F: 3 clusters Score -275367.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -276003.156250 Penalty: 3906.059082
	Iteration 1F: 3 clusters Score -276003.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -276149.687500 Penalty: 3906.059082
	Iteration 2F: 3 clusters Score -276149.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276246.718750 Penalty: 3906.059082
	Iteration 3Q: 3 clusters Score -276246.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -276345.312500 Penalty: 3906.059082
	Iteration 4Q: 3 clusters Score -276345.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276442.468750 Penalty: 3906.059082
	Iteration 5Q: 3 clusters Score -276442.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276533.156250 Penalty: 3906.059082
	Iteration 6Q: 3 clusters Score -276533.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -276659.125000 Penalty: 3906.059082
	Iteration 7Q: 3 clusters Score -276659.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -276763.031250 Penalty: 3906.059082
	Iteration 8Q: 3 clusters Score -276763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -276863.687500 Penalty: 3906.059082
	Iteration 9Q: 3 clusters Score -276863.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -276964.312500 Penalty: 3906.059082
	Iteration 10Q: 3 clusters Score -276964.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -277035.312500 Penalty: 3906.059082
	Iteration 11Q: 3 clusters Score -277035.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -277100.000000 Penalty: 3906.059082
	Iteration 12Q: 3 clusters Score -277100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -277159.968750 Penalty: 3906.059082
	Iteration 13Q: 3 clusters Score -277160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -277217.656250 Penalty: 3906.059082
	Iteration 14Q: 3 clusters Score -277217.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277295.750000 Penalty: 3906.059082
	Iteration 15Q: 3 clusters Score -277295.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -277357.968750 Penalty: 3906.059082
	Iteration 16Q: 3 clusters Score -277358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -277432.062500 Penalty: 3906.059082
	Iteration 17Q: 3 clusters Score -277432.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -277514.781250 Penalty: 3906.059082
	Iteration 18Q: 3 clusters Score -277514.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -277575.250000 Penalty: 3906.059082
	Iteration 19Q: 3 clusters Score -277575.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -277612.750000 Penalty: 3906.059082
	Iteration 20F: 3 clusters Score -277612.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -277649.156250 Penalty: 3906.059082
	Iteration 21Q: 3 clusters Score -277649.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -277673.968750 Penalty: 3906.059082
	Iteration 22Q: 3 clusters Score -277674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -277688.718750 Penalty: 3906.059082
	Iteration 23Q: 3 clusters Score -277688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277695.593750 Penalty: 3906.059082
	Iteration 24Q: 3 clusters Score -277695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -277699.343750 Penalty: 3906.059082
	Iteration 25Q: 3 clusters Score -277699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277701.656250 Penalty: 3906.059082
	Iteration 26Q: 3 clusters Score -277701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -277704.906250 Penalty: 3906.059082
	Iteration 27Q: 3 clusters Score -277704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -277706.937500 Penalty: 3906.059082
	Iteration 28Q: 3 clusters Score -277706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -277708.250000 Penalty: 3906.059082
	Iteration 29Q: 3 clusters Score -277708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -277709.687500 Penalty: 3906.059082
	Iteration 30Q: 3 clusters Score -277709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -277710.718750 Penalty: 3906.059082
	Iteration 31Q: 3 clusters Score -277710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -277710.718750 Penalty: 3906.059082
	Iteration 32F: 3 clusters Score -277710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (43448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Entering Unmasked Estep 
Score: -5019647.500000 Penalty: 2648.471436
	Iteration 0F: 2 clusters Score -5019648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4990259.500000 Penalty: 5296.942871
	Iteration 0F: 3 clusters Score -4990260 nChanged 20062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5001391.500000 Penalty: 5296.942871
	Iteration 1F: 3 clusters Score -5001392 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5002067.000000 Penalty: 5296.942871
	Iteration 2Q: 3 clusters Score -5002067 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5002814.500000 Penalty: 5296.942871
	Iteration 3Q: 3 clusters Score -5002814 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5003739.000000 Penalty: 5296.942871
	Iteration 4Q: 3 clusters Score -5003739 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5004798.000000 Penalty: 5296.942871
	Iteration 5F: 3 clusters Score -5004798 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5005932.500000 Penalty: 5296.942871
	Iteration 6F: 3 clusters Score -5005932 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5007078.000000 Penalty: 5296.942871
	Iteration 7F: 3 clusters Score -5007078 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5008296.000000 Penalty: 5296.942871
	Iteration 8F: 3 clusters Score -5008296 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -5009431.000000 Penalty: 5296.942871
	Iteration 9Q: 3 clusters Score -5009431 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5010527.000000 Penalty: 5296.942871
	Iteration 10Q: 3 clusters Score -5010527 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5011520.500000 Penalty: 5296.942871
	Iteration 11Q: 3 clusters Score -5011520 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -5012320.500000 Penalty: 5296.942871
	Iteration 12Q: 3 clusters Score -5012320 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -5012947.000000 Penalty: 5296.942871
	Iteration 13Q: 3 clusters Score -5012947 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5013395.500000 Penalty: 5296.942871
	Iteration 14Q: 3 clusters Score -5013396 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -5013738.500000 Penalty: 5296.942871
	Iteration 15Q: 3 clusters Score -5013738 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5014045.500000 Penalty: 5296.942871
	Iteration 16Q: 3 clusters Score -5014046 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -5014314.500000 Penalty: 5296.942871
	Iteration 17Q: 3 clusters Score -5014314 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -5014605.000000 Penalty: 5296.942871
	Iteration 18Q: 3 clusters Score -5014605 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -5014859.000000 Penalty: 5296.942871
	Iteration 19Q: 3 clusters Score -5014859 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -5015155.500000 Penalty: 5296.942871
	Iteration 20F: 3 clusters Score -5015156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5015403.000000 Penalty: 5296.942871
	Iteration 21Q: 3 clusters Score -5015403 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -5015646.000000 Penalty: 5296.942871
	Iteration 22Q: 3 clusters Score -5015646 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5015871.000000 Penalty: 5296.942871
	Iteration 23Q: 3 clusters Score -5015871 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5016032.000000 Penalty: 5296.942871
	Iteration 24Q: 3 clusters Score -5016032 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -5016203.500000 Penalty: 5296.942871
	Iteration 25Q: 3 clusters Score -5016204 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5016421.000000 Penalty: 5296.942871
	Iteration 26Q: 3 clusters Score -5016421 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5016572.000000 Penalty: 5296.942871
	Iteration 27Q: 3 clusters Score -5016572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5016706.000000 Penalty: 5296.942871
	Iteration 28Q: 3 clusters Score -5016706 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5016833.500000 Penalty: 5296.942871
	Iteration 29Q: 3 clusters Score -5016834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5016942.500000 Penalty: 5296.942871
	Iteration 30Q: 3 clusters Score -5016942 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5017011.500000 Penalty: 5296.942871
	Iteration 31Q: 3 clusters Score -5017012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5017082.000000 Penalty: 5296.942871
	Iteration 32Q: 3 clusters Score -5017082 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5017144.500000 Penalty: 5296.942871
	Iteration 33Q: 3 clusters Score -5017144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5017200.500000 Penalty: 5296.942871
	Iteration 34Q: 3 clusters Score -5017200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5017253.000000 Penalty: 5296.942871
	Iteration 35Q: 3 clusters Score -5017253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5017278.500000 Penalty: 5296.942871
	Iteration 36Q: 3 clusters Score -5017278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5017327.000000 Penalty: 5296.942871
	Iteration 37Q: 3 clusters Score -5017327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5017351.000000 Penalty: 5296.942871
	Iteration 38Q: 3 clusters Score -5017351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5017369.500000 Penalty: 5296.942871
	Iteration 39Q: 3 clusters Score -5017370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5017390.500000 Penalty: 5296.942871
	Iteration 40F: 3 clusters Score -5017390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5017402.000000 Penalty: 5296.942871
	Iteration 41Q: 3 clusters Score -5017402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5017417.000000 Penalty: 5296.942871
	Iteration 42Q: 3 clusters Score -5017417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5017436.500000 Penalty: 5296.942871
	Iteration 43Q: 3 clusters Score -5017436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5017444.000000 Penalty: 5296.942871
	Iteration 44Q: 3 clusters Score -5017444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5017452.000000 Penalty: 5296.942871
	Iteration 45Q: 3 clusters Score -5017452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5017470.500000 Penalty: 5296.942871
	Iteration 46Q: 3 clusters Score -5017470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5017468.000000 Penalty: 5296.942871
	Iteration 47Q: 3 clusters Score -5017468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5017477.500000 Penalty: 5296.942871
	Iteration 48Q: 3 clusters Score -5017478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5017480.500000 Penalty: 5296.942871
	Iteration 49Q: 3 clusters Score -5017480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5017485.500000 Penalty: 5296.942871
	Iteration 50Q: 3 clusters Score -5017486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5017485.000000 Penalty: 5296.942871
	Iteration 51Q: 3 clusters Score -5017485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5017483.000000 Penalty: 5296.942871
	Iteration 52Q: 3 clusters Score -5017483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5017485.000000 Penalty: 5296.942871
	Iteration 53Q: 3 clusters Score -5017485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5017488.500000 Penalty: 5296.942871
	Iteration 54Q: 3 clusters Score -5017488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5017490.000000 Penalty: 5296.942871
	Iteration 55Q: 3 clusters Score -5017490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5017493.000000 Penalty: 5296.942871
	Iteration 56Q: 3 clusters Score -5017493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5017492.000000 Penalty: 5296.942871
	Iteration 57Q: 3 clusters Score -5017492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5017498.000000 Penalty: 5296.942871
	Iteration 58Q: 3 clusters Score -5017498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5017493.500000 Penalty: 5296.942871
	Iteration 59Q: 3 clusters Score -5017494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5017494.500000 Penalty: 5296.942871
	Iteration 60F: 3 clusters Score -5017494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5017498.000000 Penalty: 5296.942871
	Iteration 61Q: 3 clusters Score -5017498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5017502.500000 Penalty: 5296.942871
	Iteration 62Q: 3 clusters Score -5017502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5017504.000000 Penalty: 5296.942871
	Iteration 63Q: 3 clusters Score -5017504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5017501.500000 Penalty: 5296.942871
	Iteration 64Q: 3 clusters Score -5017502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5017501.500000 Penalty: 5296.942871
	Iteration 65F: 3 clusters Score -5017502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Entering Unmasked Estep 
Score: -3813807.250000 Penalty: 2586.593506
	Iteration 0F: 2 clusters Score -3813807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3790892.750000 Penalty: 5173.187012
	Iteration 0F: 3 clusters Score -3790893 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3799304.750000 Penalty: 5173.187012
	Iteration 1F: 3 clusters Score -3799305 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3800124.500000 Penalty: 5173.187012
	Iteration 2F: 3 clusters Score -3800124 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3801019.000000 Penalty: 5173.187012
	Iteration 3F: 3 clusters Score -3801019 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3802060.750000 Penalty: 5173.187012
	Iteration 4F: 3 clusters Score -3802061 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3803273.750000 Penalty: 5173.187012
	Iteration 5F: 3 clusters Score -3803274 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3804577.750000 Penalty: 5173.187012
	Iteration 6F: 3 clusters Score -3804578 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3805751.000000 Penalty: 5173.187012
	Iteration 7F: 3 clusters Score -3805751 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3806891.500000 Penalty: 5173.187012
	Iteration 8F: 3 clusters Score -3806892 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3807942.000000 Penalty: 5173.187012
	Iteration 9Q: 3 clusters Score -3807942 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3808861.250000 Penalty: 5173.187012
	Iteration 10Q: 3 clusters Score -3808861 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3809509.250000 Penalty: 5173.187012
	Iteration 11Q: 3 clusters Score -3809509 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3810000.250000 Penalty: 5173.187012
	Iteration 12Q: 3 clusters Score -3810000 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3810413.250000 Penalty: 5173.187012
	Iteration 13Q: 3 clusters Score -3810413 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3810709.000000 Penalty: 5173.187012
	Iteration 14Q: 3 clusters Score -3810709 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3810977.000000 Penalty: 5173.187012
	Iteration 15Q: 3 clusters Score -3810977 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3811228.500000 Penalty: 5173.187012
	Iteration 16Q: 3 clusters Score -3811228 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3811379.000000 Penalty: 5173.187012
	Iteration 17Q: 3 clusters Score -3811379 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3811512.750000 Penalty: 5173.187012
	Iteration 18Q: 3 clusters Score -3811513 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3811585.500000 Penalty: 5173.187012
	Iteration 19Q: 3 clusters Score -3811586 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3811645.250000 Penalty: 5173.187012
	Iteration 20F: 3 clusters Score -3811645 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3811720.000000 Penalty: 5173.187012
	Iteration 21Q: 3 clusters Score -3811720 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3811781.000000 Penalty: 5173.187012
	Iteration 22Q: 3 clusters Score -3811781 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3811809.000000 Penalty: 5173.187012
	Iteration 23Q: 3 clusters Score -3811809 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3811835.500000 Penalty: 5173.187012
	Iteration 24Q: 3 clusters Score -3811836 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3811884.250000 Penalty: 5173.187012
	Iteration 25Q: 3 clusters Score -3811884 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3811921.250000 Penalty: 5173.187012
	Iteration 26Q: 3 clusters Score -3811921 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3811945.250000 Penalty: 5173.187012
	Iteration 27Q: 3 clusters Score -3811945 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3811981.500000 Penalty: 5173.187012
	Iteration 28Q: 3 clusters Score -3811982 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3812034.750000 Penalty: 5173.187012
	Iteration 29Q: 3 clusters Score -3812035 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3812079.500000 Penalty: 5173.187012
	Iteration 30Q: 3 clusters Score -3812080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3812134.750000 Penalty: 5173.187012
	Iteration 31Q: 3 clusters Score -3812135 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3812162.750000 Penalty: 5173.187012
	Iteration 32Q: 3 clusters Score -3812163 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3812201.750000 Penalty: 5173.187012
	Iteration 33Q: 3 clusters Score -3812202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3812227.000000 Penalty: 5173.187012
	Iteration 34Q: 3 clusters Score -3812227 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3812284.250000 Penalty: 5173.187012
	Iteration 35Q: 3 clusters Score -3812284 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3812314.000000 Penalty: 5173.187012
	Iteration 36Q: 3 clusters Score -3812314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3812340.000000 Penalty: 5173.187012
	Iteration 37Q: 3 clusters Score -3812340 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3812356.250000 Penalty: 5173.187012
	Iteration 38Q: 3 clusters Score -3812356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3812385.750000 Penalty: 5173.187012
	Iteration 39Q: 3 clusters Score -3812386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3812401.000000 Penalty: 5173.187012
	Iteration 40F: 3 clusters Score -3812401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3812426.000000 Penalty: 5173.187012
	Iteration 41Q: 3 clusters Score -3812426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3812418.000000 Penalty: 5173.187012
	Iteration 42Q: 3 clusters Score -3812418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3812432.750000 Penalty: 5173.187012
	Iteration 43Q: 3 clusters Score -3812433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3812435.750000 Penalty: 5173.187012
	Iteration 44Q: 3 clusters Score -3812436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3812437.500000 Penalty: 5173.187012
	Iteration 45Q: 3 clusters Score -3812438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3812450.750000 Penalty: 5173.187012
	Iteration 46Q: 3 clusters Score -3812451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3812469.250000 Penalty: 5173.187012
	Iteration 47Q: 3 clusters Score -3812469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3812479.750000 Penalty: 5173.187012
	Iteration 48Q: 3 clusters Score -3812480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3812479.750000 Penalty: 5173.187012
	Iteration 49Q: 3 clusters Score -3812480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3812484.000000 Penalty: 5173.187012
	Iteration 50Q: 3 clusters Score -3812484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3812485.000000 Penalty: 5173.187012
	Iteration 51Q: 3 clusters Score -3812485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3812488.750000 Penalty: 5173.187012
	Iteration 52Q: 3 clusters Score -3812489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3812493.000000 Penalty: 5173.187012
	Iteration 53Q: 3 clusters Score -3812493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3812490.250000 Penalty: 5173.187012
	Iteration 54Q: 3 clusters Score -3812490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3812497.000000 Penalty: 5173.187012
	Iteration 55Q: 3 clusters Score -3812497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3812491.750000 Penalty: 5173.187012
	Iteration 56Q: 3 clusters Score -3812492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3812489.500000 Penalty: 5173.187012
	Iteration 57Q: 3 clusters Score -3812490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3812499.000000 Penalty: 5173.187012
	Iteration 58Q: 3 clusters Score -3812499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3812498.500000 Penalty: 5173.187012
	Iteration 59Q: 3 clusters Score -3812498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3812501.500000 Penalty: 5173.187012
	Iteration 60F: 3 clusters Score -3812502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3812512.000000 Penalty: 5173.187012
	Iteration 61Q: 3 clusters Score -3812512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3812511.250000 Penalty: 5173.187012
	Iteration 62Q: 3 clusters Score -3812511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3812510.250000 Penalty: 5173.187012
	Iteration 63Q: 3 clusters Score -3812510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3812510.500000 Penalty: 5173.187012
	Iteration 64Q: 3 clusters Score -3812510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3812509.250000 Penalty: 5173.187012
	Iteration 65Q: 3 clusters Score -3812509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3812508.000000 Penalty: 5173.187012
	Iteration 66Q: 3 clusters Score -3812508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3812510.750000 Penalty: 5173.187012
	Iteration 67Q: 3 clusters Score -3812511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3812510.500000 Penalty: 5173.187012
	Iteration 68Q: 3 clusters Score -3812510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3812510.500000 Penalty: 5173.187012
	Iteration 69F: 3 clusters Score -3812510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -604128.250000 Penalty: 2125.259766
	Iteration 0F: 2 clusters Score -604128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -599439.687500 Penalty: 4250.519531
	Iteration 0F: 3 clusters Score -599439.7 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -600574.000000 Penalty: 4250.519531
	Iteration 1F: 3 clusters Score -600574 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -600755.250000 Penalty: 4250.519531
	Iteration 2F: 3 clusters Score -600755.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -600873.562500 Penalty: 4250.519531
	Iteration 3Q: 3 clusters Score -600873.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -600946.375000 Penalty: 4250.519531
	Iteration 4Q: 3 clusters Score -600946.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -600996.250000 Penalty: 4250.519531
	Iteration 5Q: 3 clusters Score -600996.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -601037.375000 Penalty: 4250.519531
	Iteration 6Q: 3 clusters Score -601037.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -601074.937500 Penalty: 4250.519531
	Iteration 7Q: 3 clusters Score -601074.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -601109.500000 Penalty: 4250.519531
	Iteration 8Q: 3 clusters Score -601109.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -601141.437500 Penalty: 4250.519531
	Iteration 9Q: 3 clusters Score -601141.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -601173.437500 Penalty: 4250.519531
	Iteration 10Q: 3 clusters Score -601173.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -601208.125000 Penalty: 4250.519531
	Iteration 11Q: 3 clusters Score -601208.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -601239.500000 Penalty: 4250.519531
	Iteration 12Q: 3 clusters Score -601239.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -601275.500000 Penalty: 4250.519531
	Iteration 13Q: 3 clusters Score -601275.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -601325.437500 Penalty: 4250.519531
	Iteration 14Q: 3 clusters Score -601325.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -601388.875000 Penalty: 4250.519531
	Iteration 15Q: 3 clusters Score -601388.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -601450.000000 Penalty: 4250.519531
	Iteration 16Q: 3 clusters Score -601450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -601512.250000 Penalty: 4250.519531
	Iteration 17Q: 3 clusters Score -601512.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -601579.187500 Penalty: 4250.519531
	Iteration 18Q: 3 clusters Score -601579.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -601648.937500 Penalty: 4250.519531
	Iteration 19Q: 3 clusters Score -601648.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -601727.625000 Penalty: 4250.519531
	Iteration 20F: 3 clusters Score -601727.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -601803.187500 Penalty: 4250.519531
	Iteration 21Q: 3 clusters Score -601803.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -601877.437500 Penalty: 4250.519531
	Iteration 22Q: 3 clusters Score -601877.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -601955.937500 Penalty: 4250.519531
	Iteration 23Q: 3 clusters Score -601955.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -602024.625000 Penalty: 4250.519531
	Iteration 24Q: 3 clusters Score -602024.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -602078.750000 Penalty: 4250.519531
	Iteration 25Q: 3 clusters Score -602078.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -602120.687500 Penalty: 4250.519531
	Iteration 26Q: 3 clusters Score -602120.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -602161.062500 Penalty: 4250.519531
	Iteration 27Q: 3 clusters Score -602161.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -602189.375000 Penalty: 4250.519531
	Iteration 28Q: 3 clusters Score -602189.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -602220.312500 Penalty: 4250.519531
	Iteration 29Q: 3 clusters Score -602220.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -602244.937500 Penalty: 4250.519531
	Iteration 30Q: 3 clusters Score -602244.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -602261.312500 Penalty: 4250.519531
	Iteration 31Q: 3 clusters Score -602261.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -602273.312500 Penalty: 4250.519531
	Iteration 32Q: 3 clusters Score -602273.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -602282.625000 Penalty: 4250.519531
	Iteration 33Q: 3 clusters Score -602282.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -602291.187500 Penalty: 4250.519531
	Iteration 34Q: 3 clusters Score -602291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -602298.562500 Penalty: 4250.519531
	Iteration 35Q: 3 clusters Score -602298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -602303.562500 Penalty: 4250.519531
	Iteration 36Q: 3 clusters Score -602303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -602310.875000 Penalty: 4250.519531
	Iteration 37Q: 3 clusters Score -602310.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -602320.500000 Penalty: 4250.519531
	Iteration 38Q: 3 clusters Score -602320.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -602326.937500 Penalty: 4250.519531
	Iteration 39Q: 3 clusters Score -602326.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -602331.000000 Penalty: 4250.519531
	Iteration 40F: 3 clusters Score -602331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -602341.312500 Penalty: 4250.519531
	Iteration 41Q: 3 clusters Score -602341.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -602350.312500 Penalty: 4250.519531
	Iteration 42Q: 3 clusters Score -602350.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -602355.875000 Penalty: 4250.519531
	Iteration 43Q: 3 clusters Score -602355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -602358.812500 Penalty: 4250.519531
	Iteration 44Q: 3 clusters Score -602358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -602361.812500 Penalty: 4250.519531
	Iteration 45Q: 3 clusters Score -602361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -602367.750000 Penalty: 4250.519531
	Iteration 46Q: 3 clusters Score -602367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -602369.625000 Penalty: 4250.519531
	Iteration 47Q: 3 clusters Score -602369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -602371.500000 Penalty: 4250.519531
	Iteration 48Q: 3 clusters Score -602371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -602374.812500 Penalty: 4250.519531
	Iteration 49Q: 3 clusters Score -602374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -602377.000000 Penalty: 4250.519531
	Iteration 50Q: 3 clusters Score -602377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -602378.812500 Penalty: 4250.519531
	Iteration 51Q: 3 clusters Score -602378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -602379.875000 Penalty: 4250.519531
	Iteration 52Q: 3 clusters Score -602379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -602381.187500 Penalty: 4250.519531
	Iteration 53Q: 3 clusters Score -602381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -602381.187500 Penalty: 4250.519531
	Iteration 54F: 3 clusters Score -602381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Entering Unmasked Estep 
Score: -507880.656250 Penalty: 2093.465088
	Iteration 0F: 2 clusters Score -507880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -503634.625000 Penalty: 4186.930176
	Iteration 0F: 3 clusters Score -503634.6 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -504792.437500 Penalty: 4186.930176
	Iteration 1F: 3 clusters Score -504792.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -505065.468750 Penalty: 4186.930176
	Iteration 2F: 3 clusters Score -505065.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -505298.281250 Penalty: 4186.930176
	Iteration 3F: 3 clusters Score -505298.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -505515.468750 Penalty: 4186.930176
	Iteration 4F: 3 clusters Score -505515.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -505731.375000 Penalty: 4186.930176
	Iteration 5F: 3 clusters Score -505731.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -505928.281250 Penalty: 4186.930176
	Iteration 6Q: 3 clusters Score -505928.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -506101.500000 Penalty: 4186.930176
	Iteration 7Q: 3 clusters Score -506101.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -506203.375000 Penalty: 4186.930176
	Iteration 8Q: 3 clusters Score -506203.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -506285.656250 Penalty: 4186.930176
	Iteration 9Q: 3 clusters Score -506285.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -506349.250000 Penalty: 4186.930176
	Iteration 10Q: 3 clusters Score -506349.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -506398.656250 Penalty: 4186.930176
	Iteration 11Q: 3 clusters Score -506398.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -506439.968750 Penalty: 4186.930176
	Iteration 12Q: 3 clusters Score -506440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -506478.375000 Penalty: 4186.930176
	Iteration 13Q: 3 clusters Score -506478.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -506517.531250 Penalty: 4186.930176
	Iteration 14Q: 3 clusters Score -506517.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -506542.187500 Penalty: 4186.930176
	Iteration 15Q: 3 clusters Score -506542.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -506568.656250 Penalty: 4186.930176
	Iteration 16Q: 3 clusters Score -506568.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -506588.406250 Penalty: 4186.930176
	Iteration 17Q: 3 clusters Score -506588.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -506601.781250 Penalty: 4186.930176
	Iteration 18Q: 3 clusters Score -506601.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -506614.406250 Penalty: 4186.930176
	Iteration 19Q: 3 clusters Score -506614.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -506622.125000 Penalty: 4186.930176
	Iteration 20F: 3 clusters Score -506622.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -506627.906250 Penalty: 4186.930176
	Iteration 21Q: 3 clusters Score -506627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -506632.875000 Penalty: 4186.930176
	Iteration 22Q: 3 clusters Score -506632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -506636.312500 Penalty: 4186.930176
	Iteration 23Q: 3 clusters Score -506636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -506638.687500 Penalty: 4186.930176
	Iteration 24Q: 3 clusters Score -506638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -506642.875000 Penalty: 4186.930176
	Iteration 25Q: 3 clusters Score -506642.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -506646.343750 Penalty: 4186.930176
	Iteration 26Q: 3 clusters Score -506646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -506651.468750 Penalty: 4186.930176
	Iteration 27Q: 3 clusters Score -506651.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -506656.687500 Penalty: 4186.930176
	Iteration 28Q: 3 clusters Score -506656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -506659.750000 Penalty: 4186.930176
	Iteration 29Q: 3 clusters Score -506659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -506662.312500 Penalty: 4186.930176
	Iteration 30Q: 3 clusters Score -506662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -506662.718750 Penalty: 4186.930176
	Iteration 31Q: 3 clusters Score -506662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -506664.937500 Penalty: 4186.930176
	Iteration 32Q: 3 clusters Score -506664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -506666.500000 Penalty: 4186.930176
	Iteration 33Q: 3 clusters Score -506666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -506666.218750 Penalty: 4186.930176
	Iteration 34Q: 3 clusters Score -506666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -506666.250000 Penalty: 4186.930176
	Iteration 35Q: 3 clusters Score -506666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -506666.343750 Penalty: 4186.930176
	Iteration 36Q: 3 clusters Score -506666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -506666.343750 Penalty: 4186.930176
	Iteration 37F: 3 clusters Score -506666.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -840047.250000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -840047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -833703.000000 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -833703 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -835643.437500 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -835643.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -836080.812500 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -836080.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -836435.250000 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -836435.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -836770.000000 Penalty: 4454.103027
	Iteration 4F: 3 clusters Score -836770 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -837031.062500 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -837031.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -837257.000000 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -837257 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -837432.187500 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -837432.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -837597.750000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -837597.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -837710.500000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -837710.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -837787.250000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -837787.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -837847.875000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -837847.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -837886.750000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -837886.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -837935.187500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -837935.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -837993.875000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -837993.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -838035.375000 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -838035.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -838071.250000 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -838071.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -838103.687500 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -838103.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -838133.875000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -838133.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -838159.062500 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -838159.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -838173.687500 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -838173.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -838190.375000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -838190.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -838200.625000 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -838200.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -838211.125000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -838211.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -838217.875000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -838217.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -838228.875000 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -838228.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -838239.812500 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -838239.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -838246.500000 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -838246.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -838256.625000 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -838256.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -838266.500000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -838266.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -838275.562500 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -838275.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -838284.312500 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -838284.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -838289.750000 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -838289.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -838294.187500 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -838294.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -838300.875000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -838300.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -838305.187500 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -838305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -838308.500000 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -838308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -838310.750000 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -838310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -838312.000000 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -838312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -838318.125000 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -838318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -838321.750000 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -838321.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -838323.250000 Penalty: 4454.103027
	Iteration 41Q: 3 clusters Score -838323.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -838326.125000 Penalty: 4454.103027
	Iteration 42Q: 3 clusters Score -838326.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -838327.125000 Penalty: 4454.103027
	Iteration 43Q: 3 clusters Score -838327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -838329.437500 Penalty: 4454.103027
	Iteration 44Q: 3 clusters Score -838329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -838329.625000 Penalty: 4454.103027
	Iteration 45Q: 3 clusters Score -838329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -838330.250000 Penalty: 4454.103027
	Iteration 46Q: 3 clusters Score -838330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -838332.000000 Penalty: 4454.103027
	Iteration 47Q: 3 clusters Score -838332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -838333.187500 Penalty: 4454.103027
	Iteration 48Q: 3 clusters Score -838333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -838333.187500 Penalty: 4454.103027
	Iteration 49F: 3 clusters Score -838333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Entering Unmasked Estep 
Score: -2422782.000000 Penalty: 2469.237305
	Iteration 0F: 2 clusters Score -2422782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2408056.500000 Penalty: 4938.474609
	Iteration 0F: 3 clusters Score -2408056 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2412896.250000 Penalty: 4938.474609
	Iteration 1F: 3 clusters Score -2412896 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2413307.250000 Penalty: 4938.474609
	Iteration 2F: 3 clusters Score -2413307 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2413672.750000 Penalty: 4938.474609
	Iteration 3Q: 3 clusters Score -2413673 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2414035.250000 Penalty: 4938.474609
	Iteration 4Q: 3 clusters Score -2414035 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2414454.000000 Penalty: 4938.474609
	Iteration 5Q: 3 clusters Score -2414454 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2414864.250000 Penalty: 4938.474609
	Iteration 6Q: 3 clusters Score -2414864 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2415335.250000 Penalty: 4938.474609
	Iteration 7Q: 3 clusters Score -2415335 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2415786.500000 Penalty: 4938.474609
	Iteration 8Q: 3 clusters Score -2415786 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2416246.500000 Penalty: 4938.474609
	Iteration 9Q: 3 clusters Score -2416246 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2416746.250000 Penalty: 4938.474609
	Iteration 10Q: 3 clusters Score -2416746 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2417248.750000 Penalty: 4938.474609
	Iteration 11Q: 3 clusters Score -2417249 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2417746.500000 Penalty: 4938.474609
	Iteration 12Q: 3 clusters Score -2417746 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2418266.250000 Penalty: 4938.474609
	Iteration 13Q: 3 clusters Score -2418266 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2418772.500000 Penalty: 4938.474609
	Iteration 14Q: 3 clusters Score -2418772 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2419224.500000 Penalty: 4938.474609
	Iteration 15Q: 3 clusters Score -2419224 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2419600.750000 Penalty: 4938.474609
	Iteration 16Q: 3 clusters Score -2419601 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2419893.250000 Penalty: 4938.474609
	Iteration 17Q: 3 clusters Score -2419893 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2420109.250000 Penalty: 4938.474609
	Iteration 18Q: 3 clusters Score -2420109 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2420270.500000 Penalty: 4938.474609
	Iteration 19Q: 3 clusters Score -2420270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2420387.250000 Penalty: 4938.474609
	Iteration 20F: 3 clusters Score -2420387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2420459.250000 Penalty: 4938.474609
	Iteration 21Q: 3 clusters Score -2420459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2420519.250000 Penalty: 4938.474609
	Iteration 22Q: 3 clusters Score -2420519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2420565.250000 Penalty: 4938.474609
	Iteration 23Q: 3 clusters Score -2420565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2420578.750000 Penalty: 4938.474609
	Iteration 24Q: 3 clusters Score -2420579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2420598.500000 Penalty: 4938.474609
	Iteration 25Q: 3 clusters Score -2420598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2420613.750000 Penalty: 4938.474609
	Iteration 26Q: 3 clusters Score -2420614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2420616.250000 Penalty: 4938.474609
	Iteration 27Q: 3 clusters Score -2420616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2420628.250000 Penalty: 4938.474609
	Iteration 28Q: 3 clusters Score -2420628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2420639.000000 Penalty: 4938.474609
	Iteration 29Q: 3 clusters Score -2420639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2420641.250000 Penalty: 4938.474609
	Iteration 30Q: 3 clusters Score -2420641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2420648.500000 Penalty: 4938.474609
	Iteration 31Q: 3 clusters Score -2420648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2420653.500000 Penalty: 4938.474609
	Iteration 32Q: 3 clusters Score -2420654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2420659.000000 Penalty: 4938.474609
	Iteration 33Q: 3 clusters Score -2420659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2420659.750000 Penalty: 4938.474609
	Iteration 34Q: 3 clusters Score -2420660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2420663.000000 Penalty: 4938.474609
	Iteration 35Q: 3 clusters Score -2420663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2420663.000000 Penalty: 4938.474609
	Iteration 36F: 3 clusters Score -2420663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Entering Unmasked Estep 
Score: -665142.000000 Penalty: 2176.680664
	Iteration 0F: 2 clusters Score -665142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -659611.437500 Penalty: 4353.361328
	Iteration 0F: 3 clusters Score -659611.4 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -661223.687500 Penalty: 4353.361328
	Iteration 1F: 3 clusters Score -661223.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -661679.000000 Penalty: 4353.361328
	Iteration 2F: 3 clusters Score -661679 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -662124.625000 Penalty: 4353.361328
	Iteration 3F: 3 clusters Score -662124.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -662587.875000 Penalty: 4353.361328
	Iteration 4F: 3 clusters Score -662587.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -663027.625000 Penalty: 4353.361328
	Iteration 5F: 3 clusters Score -663027.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -663394.312500 Penalty: 4353.361328
	Iteration 6F: 3 clusters Score -663394.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -663662.500000 Penalty: 4353.361328
	Iteration 7F: 3 clusters Score -663662.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -663836.750000 Penalty: 4353.361328
	Iteration 8Q: 3 clusters Score -663836.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -663945.812500 Penalty: 4353.361328
	Iteration 9Q: 3 clusters Score -663945.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -664028.500000 Penalty: 4353.361328
	Iteration 10Q: 3 clusters Score -664028.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -664095.687500 Penalty: 4353.361328
	Iteration 11Q: 3 clusters Score -664095.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -664131.875000 Penalty: 4353.361328
	Iteration 12Q: 3 clusters Score -664131.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -664156.187500 Penalty: 4353.361328
	Iteration 13Q: 3 clusters Score -664156.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -664178.375000 Penalty: 4353.361328
	Iteration 14Q: 3 clusters Score -664178.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -664196.250000 Penalty: 4353.361328
	Iteration 15Q: 3 clusters Score -664196.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -664207.937500 Penalty: 4353.361328
	Iteration 16Q: 3 clusters Score -664207.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -664224.062500 Penalty: 4353.361328
	Iteration 17Q: 3 clusters Score -664224.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -664235.062500 Penalty: 4353.361328
	Iteration 18Q: 3 clusters Score -664235.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -664241.437500 Penalty: 4353.361328
	Iteration 19Q: 3 clusters Score -664241.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -664246.312500 Penalty: 4353.361328
	Iteration 20F: 3 clusters Score -664246.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -664250.125000 Penalty: 4353.361328
	Iteration 21Q: 3 clusters Score -664250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -664252.062500 Penalty: 4353.361328
	Iteration 22Q: 3 clusters Score -664252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -664251.750000 Penalty: 4353.361328
	Iteration 23Q: 3 clusters Score -664251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -664255.312500 Penalty: 4353.361328
	Iteration 24Q: 3 clusters Score -664255.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -664260.000000 Penalty: 4353.361328
	Iteration 25Q: 3 clusters Score -664260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -664262.187500 Penalty: 4353.361328
	Iteration 26Q: 3 clusters Score -664262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -664260.750000 Penalty: 4353.361328
	Iteration 27Q: 3 clusters Score -664260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -664262.000000 Penalty: 4353.361328
	Iteration 28Q: 3 clusters Score -664262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -664261.500000 Penalty: 4353.361328
	Iteration 29Q: 3 clusters Score -664261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -664261.500000 Penalty: 4353.361328
	Iteration 30F: 3 clusters Score -664261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -573478.750000 Penalty: 2126.714600
	Iteration 0F: 2 clusters Score -573478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -568808.250000 Penalty: 4253.429199
	Iteration 0F: 3 clusters Score -568808.2 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -570092.250000 Penalty: 4253.429199
	Iteration 1F: 3 clusters Score -570092.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -570421.875000 Penalty: 4253.429199
	Iteration 2F: 3 clusters Score -570421.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -570701.562500 Penalty: 4253.429199
	Iteration 3F: 3 clusters Score -570701.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -570937.812500 Penalty: 4253.429199
	Iteration 4F: 3 clusters Score -570937.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -571130.812500 Penalty: 4253.429199
	Iteration 5Q: 3 clusters Score -571130.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -571325.500000 Penalty: 4253.429199
	Iteration 6Q: 3 clusters Score -571325.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -571475.625000 Penalty: 4253.429199
	Iteration 7Q: 3 clusters Score -571475.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -571559.062500 Penalty: 4253.429199
	Iteration 8Q: 3 clusters Score -571559.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -571648.250000 Penalty: 4253.429199
	Iteration 9Q: 3 clusters Score -571648.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -571725.250000 Penalty: 4253.429199
	Iteration 10Q: 3 clusters Score -571725.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -571786.937500 Penalty: 4253.429199
	Iteration 11Q: 3 clusters Score -571786.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -571838.000000 Penalty: 4253.429199
	Iteration 12Q: 3 clusters Score -571838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -571884.250000 Penalty: 4253.429199
	Iteration 13Q: 3 clusters Score -571884.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -571930.687500 Penalty: 4253.429199
	Iteration 14Q: 3 clusters Score -571930.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -571967.625000 Penalty: 4253.429199
	Iteration 15Q: 3 clusters Score -571967.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -571995.625000 Penalty: 4253.429199
	Iteration 16Q: 3 clusters Score -571995.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -572014.125000 Penalty: 4253.429199
	Iteration 17Q: 3 clusters Score -572014.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -572027.125000 Penalty: 4253.429199
	Iteration 18Q: 3 clusters Score -572027.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -572037.750000 Penalty: 4253.429199
	Iteration 19Q: 3 clusters Score -572037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -572046.125000 Penalty: 4253.429199
	Iteration 20F: 3 clusters Score -572046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -572053.500000 Penalty: 4253.429199
	Iteration 21Q: 3 clusters Score -572053.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -572063.125000 Penalty: 4253.429199
	Iteration 22Q: 3 clusters Score -572063.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -572073.812500 Penalty: 4253.429199
	Iteration 23Q: 3 clusters Score -572073.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -572081.625000 Penalty: 4253.429199
	Iteration 24Q: 3 clusters Score -572081.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -572088.437500 Penalty: 4253.429199
	Iteration 25Q: 3 clusters Score -572088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -572094.250000 Penalty: 4253.429199
	Iteration 26Q: 3 clusters Score -572094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -572098.812500 Penalty: 4253.429199
	Iteration 27Q: 3 clusters Score -572098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -572102.375000 Penalty: 4253.429199
	Iteration 28Q: 3 clusters Score -572102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -572105.000000 Penalty: 4253.429199
	Iteration 29Q: 3 clusters Score -572105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -572106.937500 Penalty: 4253.429199
	Iteration 30Q: 3 clusters Score -572106.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -572108.250000 Penalty: 4253.429199
	Iteration 31Q: 3 clusters Score -572108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -572108.812500 Penalty: 4253.429199
	Iteration 32Q: 3 clusters Score -572108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -572110.312500 Penalty: 4253.429199
	Iteration 33Q: 3 clusters Score -572110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -572111.562500 Penalty: 4253.429199
	Iteration 34Q: 3 clusters Score -572111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -572116.000000 Penalty: 4253.429199
	Iteration 35Q: 3 clusters Score -572116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -572118.562500 Penalty: 4253.429199
	Iteration 36Q: 3 clusters Score -572118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -572119.000000 Penalty: 4253.429199
	Iteration 37Q: 3 clusters Score -572119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -572118.312500 Penalty: 4253.429199
	Iteration 38Q: 3 clusters Score -572118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -572120.125000 Penalty: 4253.429199
	Iteration 39Q: 3 clusters Score -572120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -572119.750000 Penalty: 4253.429199
	Iteration 40F: 3 clusters Score -572119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -572119.812500 Penalty: 4253.429199
	Iteration 41Q: 3 clusters Score -572119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -572119.812500 Penalty: 4253.429199
	Iteration 42F: 3 clusters Score -572119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -829809.562500 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -829809.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -823885.687500 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -823885.7 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -825472.937500 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -825472.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -825796.625000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -825796.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -825995.875000 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -825995.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -826142.250000 Penalty: 4415.550781
	Iteration 4Q: 3 clusters Score -826142.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -826267.062500 Penalty: 4415.550781
	Iteration 5Q: 3 clusters Score -826267.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -826356.750000 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -826356.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -826428.500000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -826428.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -826498.687500 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -826498.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -826580.562500 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -826580.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -826658.500000 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -826658.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -826749.437500 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -826749.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -826863.625000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -826863.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -827011.875000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -827011.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -827170.312500 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -827170.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -827382.062500 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -827382.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -827615.750000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -827615.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -827841.875000 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -827841.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -828033.250000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -828033.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -828177.437500 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -828177.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -828313.125000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -828313.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -828412.125000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -828412.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -828476.437500 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -828476.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -828521.500000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -828521.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -828539.437500 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -828539.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -828554.750000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -828554.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -828556.375000 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -828556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -828562.812500 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -828562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -828566.500000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -828566.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -828571.312500 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -828571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -828573.000000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -828573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -828571.625000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -828571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -828572.625000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -828572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -828572.625000 Penalty: 4415.550781
	Iteration 33F: 3 clusters Score -828572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -188892.234375 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -188892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186473.937500 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -186473.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186866.625000 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -186866.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186962.406250 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -186962.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187024.359375 Penalty: 3687.684570
	Iteration 3Q: 3 clusters Score -187024.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -187057.125000 Penalty: 3687.684570
	Iteration 4Q: 3 clusters Score -187057.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187082.062500 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -187082.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187093.625000 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -187093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -187099.109375 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -187099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -187102.890625 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -187102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187105.578125 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -187105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187107.656250 Penalty: 3687.684570
	Iteration 10Q: 3 clusters Score -187107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -187110.781250 Penalty: 3687.684570
	Iteration 11Q: 3 clusters Score -187110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -187112.593750 Penalty: 3687.684570
	Iteration 12Q: 3 clusters Score -187112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187113.312500 Penalty: 3687.684570
	Iteration 13Q: 3 clusters Score -187113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187113.312500 Penalty: 3687.684570
	Iteration 14F: 3 clusters Score -187113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -180895.984375 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -180896 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 853 members 
Entering Unmasked Estep 
Score: -178443.515625 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -178443.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -178819.859375 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -178819.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178954.296875 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -178954.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179011.421875 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -179011.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -179043.640625 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -179043.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -179069.671875 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -179069.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179087.156250 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -179087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179095.187500 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -179095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179102.359375 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -179102.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179109.656250 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -179109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179114.640625 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -179114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179120.421875 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -179120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -179122.921875 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -179122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179124.718750 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -179124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -179125.406250 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -179125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179126.359375 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -179126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179127.859375 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -179127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179127.812500 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -179127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179127.812500 Penalty: 3698.114990
	Iteration 18F: 3 clusters Score -179127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -638786.500000 Penalty: 2146.579590
	Iteration 0F: 2 clusters Score -638786.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -633878.562500 Penalty: 4293.159180
	Iteration 0F: 3 clusters Score -633878.6 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -635592.687500 Penalty: 4293.159180
	Iteration 1F: 3 clusters Score -635592.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -636334.937500 Penalty: 4293.159180
	Iteration 2F: 3 clusters Score -636334.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -637022.437500 Penalty: 4293.159180
	Iteration 3F: 3 clusters Score -637022.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -637630.687500 Penalty: 4293.159180
	Iteration 4F: 3 clusters Score -637630.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -638064.500000 Penalty: 4293.159180
	Iteration 5F: 3 clusters Score -638064.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -638410.750000 Penalty: 4293.159180
	Iteration 6F: 3 clusters Score -638410.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -638686.562500 Penalty: 4293.159180
	Iteration 7Q: 3 clusters Score -638686.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -638879.875000 Penalty: 4293.159180
	Iteration 8Q: 3 clusters Score -638879.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -638992.437500 Penalty: 4293.159180
	Iteration 9Q: 3 clusters Score -638992.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -639032.000000 Penalty: 4293.159180
	Iteration 10Q: 3 clusters Score -639032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -639044.875000 Penalty: 4293.159180
	Iteration 11Q: 3 clusters Score -639044.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -639050.812500 Penalty: 4293.159180
	Iteration 12Q: 3 clusters Score -639050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -639053.187500 Penalty: 4293.159180
	Iteration 13Q: 3 clusters Score -639053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -639054.750000 Penalty: 4293.159180
	Iteration 14Q: 3 clusters Score -639054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -639054.812500 Penalty: 4293.159180
	Iteration 15Q: 3 clusters Score -639054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -639054.250000 Penalty: 4293.159180
	Iteration 16Q: 3 clusters Score -639054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -639054.187500 Penalty: 4293.159180
	Iteration 17Q: 3 clusters Score -639054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -639054.875000 Penalty: 4293.159180
	Iteration 18Q: 3 clusters Score -639054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -639055.875000 Penalty: 4293.159180
	Iteration 19Q: 3 clusters Score -639055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -639057.437500 Penalty: 4293.159180
	Iteration 20F: 3 clusters Score -639057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -639057.812500 Penalty: 4293.159180
	Iteration 21Q: 3 clusters Score -639057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -639057.812500 Penalty: 4293.159180
	Iteration 22F: 3 clusters Score -639057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 108125 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 51821 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 24715 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 58101 members 
Mstep: Class 16 contains 51385 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 247953 members 
Mstep: Class 20 contains 33732 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25419 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10256 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171604 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 61123 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9235 members 
Mstep: Class 43 contains 9632 members 
Mstep: Class 44 contains 51061 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43448 members 
Mstep: Class 51 contains 33854 members 
Mstep: Class 52 contains 5269 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7943 members 
Mstep: Class 55 contains 21091 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 5300 members 
Mstep: Class 58 contains 7349 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 3010 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5712 members 
Mstep: Class 65 contains 4790 members 
Mstep: Class 66 contains 5875 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29167 members 
Mstep: Class 70 contains 12962 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5724 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13543 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6072 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23916 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22768 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7507 members 
Mstep: Class 85 contains 27974 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7833 members 
Mstep: Class 88 contains 7350 members 
Mstep: Class 89 contains 7575 members 
Mstep: Class 90 contains 4670 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8306 members 
Mstep: Class 94 contains 4869 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10171 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2305 members 
Mstep: Class 101 contains 5771 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5856 members 
Mstep: Class 105 contains 6688 members 
Mstep: Class 106 contains 2732 members 
Entering Unmasked Estep 
Score: -212286624.000000 Penalty: 380867.500000
Splitting cluster 61 changes total score from -212287664.000000 to -212286624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -313622.718750 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -313622.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -310161.093750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -310161.1 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -310949.093750 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -310949.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -311246.906250 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -311246.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -311490.750000 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -311490.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -311662.531250 Penalty: 4019.933105
	Iteration 4F: 3 clusters Score -311662.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -311820.531250 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -311820.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -311937.406250 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -311937.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -312032.875000 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -312032.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -312107.281250 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -312107.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -312175.218750 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -312175.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -312242.281250 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -312242.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -312295.906250 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -312295.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -312336.156250 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -312336.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -312370.812500 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -312370.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -312398.656250 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -312398.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -312415.000000 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -312415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -312429.125000 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -312429.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -312437.062500 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -312437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -312445.375000 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -312445.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -312456.750000 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -312456.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -312467.500000 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -312467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -312473.125000 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -312473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -312476.406250 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -312476.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -312479.968750 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -312480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -312481.468750 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -312481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -312484.000000 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -312484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -312484.656250 Penalty: 4019.933105
	Iteration 26Q: 3 clusters Score -312484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -312484.593750 Penalty: 4019.933105
	Iteration 27Q: 3 clusters Score -312484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -312487.031250 Penalty: 4019.933105
	Iteration 28Q: 3 clusters Score -312487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -312489.281250 Penalty: 4019.933105
	Iteration 29Q: 3 clusters Score -312489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312494.406250 Penalty: 4019.933105
	Iteration 30Q: 3 clusters Score -312494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312497.500000 Penalty: 4019.933105
	Iteration 31Q: 3 clusters Score -312497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -312498.593750 Penalty: 4019.933105
	Iteration 32Q: 3 clusters Score -312498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312501.625000 Penalty: 4019.933105
	Iteration 33Q: 3 clusters Score -312501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312503.781250 Penalty: 4019.933105
	Iteration 34Q: 3 clusters Score -312503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -312507.031250 Penalty: 4019.933105
	Iteration 35Q: 3 clusters Score -312507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -312510.312500 Penalty: 4019.933105
	Iteration 36Q: 3 clusters Score -312510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -312511.593750 Penalty: 4019.933105
	Iteration 37Q: 3 clusters Score -312511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -312511.656250 Penalty: 4019.933105
	Iteration 38Q: 3 clusters Score -312511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -312513.062500 Penalty: 4019.933105
	Iteration 39Q: 3 clusters Score -312513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -312513.187500 Penalty: 4019.933105
	Iteration 40F: 3 clusters Score -312513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -312513.656250 Penalty: 4019.933105
	Iteration 41Q: 3 clusters Score -312513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -312513.656250 Penalty: 4019.933105
	Iteration 42F: 3 clusters Score -312513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (27579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Entering Unmasked Estep 
Score: -3186197.750000 Penalty: 2535.752686
	Iteration 0F: 2 clusters Score -3186198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3167248.500000 Penalty: 5071.505371
	Iteration 0F: 3 clusters Score -3167248 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3174332.500000 Penalty: 5071.505371
	Iteration 1F: 3 clusters Score -3174332 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3175078.250000 Penalty: 5071.505371
	Iteration 2F: 3 clusters Score -3175078 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3175918.500000 Penalty: 5071.505371
	Iteration 3F: 3 clusters Score -3175918 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3176728.750000 Penalty: 5071.505371
	Iteration 4F: 3 clusters Score -3176729 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3177493.500000 Penalty: 5071.505371
	Iteration 5F: 3 clusters Score -3177494 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3178222.500000 Penalty: 5071.505371
	Iteration 6F: 3 clusters Score -3178222 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3178845.000000 Penalty: 5071.505371
	Iteration 7Q: 3 clusters Score -3178845 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3179400.750000 Penalty: 5071.505371
	Iteration 8Q: 3 clusters Score -3179401 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3179968.250000 Penalty: 5071.505371
	Iteration 9Q: 3 clusters Score -3179968 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3180495.500000 Penalty: 5071.505371
	Iteration 10Q: 3 clusters Score -3180496 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3180966.000000 Penalty: 5071.505371
	Iteration 11Q: 3 clusters Score -3180966 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3181431.250000 Penalty: 5071.505371
	Iteration 12Q: 3 clusters Score -3181431 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3181832.750000 Penalty: 5071.505371
	Iteration 13Q: 3 clusters Score -3181833 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3182129.750000 Penalty: 5071.505371
	Iteration 14Q: 3 clusters Score -3182130 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3182361.000000 Penalty: 5071.505371
	Iteration 15Q: 3 clusters Score -3182361 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3182542.000000 Penalty: 5071.505371
	Iteration 16Q: 3 clusters Score -3182542 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3182673.000000 Penalty: 5071.505371
	Iteration 17Q: 3 clusters Score -3182673 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3182797.500000 Penalty: 5071.505371
	Iteration 18Q: 3 clusters Score -3182798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3182909.500000 Penalty: 5071.505371
	Iteration 19Q: 3 clusters Score -3182910 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3183013.750000 Penalty: 5071.505371
	Iteration 20F: 3 clusters Score -3183014 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3183089.500000 Penalty: 5071.505371
	Iteration 21Q: 3 clusters Score -3183090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3183167.500000 Penalty: 5071.505371
	Iteration 22Q: 3 clusters Score -3183168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3183255.750000 Penalty: 5071.505371
	Iteration 23Q: 3 clusters Score -3183256 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3183326.750000 Penalty: 5071.505371
	Iteration 24Q: 3 clusters Score -3183327 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3183411.250000 Penalty: 5071.505371
	Iteration 25Q: 3 clusters Score -3183411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3183464.000000 Penalty: 5071.505371
	Iteration 26Q: 3 clusters Score -3183464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3183531.500000 Penalty: 5071.505371
	Iteration 27Q: 3 clusters Score -3183532 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3183583.000000 Penalty: 5071.505371
	Iteration 28Q: 3 clusters Score -3183583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3183619.500000 Penalty: 5071.505371
	Iteration 29Q: 3 clusters Score -3183620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3183650.750000 Penalty: 5071.505371
	Iteration 30Q: 3 clusters Score -3183651 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3183695.250000 Penalty: 5071.505371
	Iteration 31Q: 3 clusters Score -3183695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3183738.000000 Penalty: 5071.505371
	Iteration 32Q: 3 clusters Score -3183738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3183785.000000 Penalty: 5071.505371
	Iteration 33Q: 3 clusters Score -3183785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3183810.500000 Penalty: 5071.505371
	Iteration 34Q: 3 clusters Score -3183810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3183861.750000 Penalty: 5071.505371
	Iteration 35Q: 3 clusters Score -3183862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3183886.500000 Penalty: 5071.505371
	Iteration 36Q: 3 clusters Score -3183886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3183915.000000 Penalty: 5071.505371
	Iteration 37Q: 3 clusters Score -3183915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3183932.500000 Penalty: 5071.505371
	Iteration 38Q: 3 clusters Score -3183932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3183946.750000 Penalty: 5071.505371
	Iteration 39Q: 3 clusters Score -3183947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3183963.750000 Penalty: 5071.505371
	Iteration 40F: 3 clusters Score -3183964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3183973.750000 Penalty: 5071.505371
	Iteration 41Q: 3 clusters Score -3183974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3183978.750000 Penalty: 5071.505371
	Iteration 42Q: 3 clusters Score -3183979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3183984.750000 Penalty: 5071.505371
	Iteration 43Q: 3 clusters Score -3183985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3183992.250000 Penalty: 5071.505371
	Iteration 44Q: 3 clusters Score -3183992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3183990.000000 Penalty: 5071.505371
	Iteration 45Q: 3 clusters Score -3183990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3183992.750000 Penalty: 5071.505371
	Iteration 46Q: 3 clusters Score -3183993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3183996.000000 Penalty: 5071.505371
	Iteration 47Q: 3 clusters Score -3183996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3183997.000000 Penalty: 5071.505371
	Iteration 48Q: 3 clusters Score -3183997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3184002.500000 Penalty: 5071.505371
	Iteration 49Q: 3 clusters Score -3184002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3184005.250000 Penalty: 5071.505371
	Iteration 50Q: 3 clusters Score -3184005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3184007.500000 Penalty: 5071.505371
	Iteration 51Q: 3 clusters Score -3184008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3184005.250000 Penalty: 5071.505371
	Iteration 52Q: 3 clusters Score -3184005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3184014.250000 Penalty: 5071.505371
	Iteration 53Q: 3 clusters Score -3184014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3184013.000000 Penalty: 5071.505371
	Iteration 54Q: 3 clusters Score -3184013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3184015.250000 Penalty: 5071.505371
	Iteration 55Q: 3 clusters Score -3184015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3184018.000000 Penalty: 5071.505371
	Iteration 56Q: 3 clusters Score -3184018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3184013.500000 Penalty: 5071.505371
	Iteration 57Q: 3 clusters Score -3184014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3184018.000000 Penalty: 5071.505371
	Iteration 58Q: 3 clusters Score -3184018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3184014.500000 Penalty: 5071.505371
	Iteration 59Q: 3 clusters Score -3184014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3184016.750000 Penalty: 5071.505371
	Iteration 60F: 3 clusters Score -3184017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -636966.437500 Penalty: 2145.280518
	Iteration 0F: 2 clusters Score -636966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -631944.625000 Penalty: 4290.561035
	Iteration 0F: 3 clusters Score -631944.6 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -633194.750000 Penalty: 4290.561035
	Iteration 1F: 3 clusters Score -633194.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -633510.187500 Penalty: 4290.561035
	Iteration 2F: 3 clusters Score -633510.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -633745.625000 Penalty: 4290.561035
	Iteration 3F: 3 clusters Score -633745.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -633935.250000 Penalty: 4290.561035
	Iteration 4F: 3 clusters Score -633935.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -634151.812500 Penalty: 4290.561035
	Iteration 5F: 3 clusters Score -634151.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -634375.062500 Penalty: 4290.561035
	Iteration 6F: 3 clusters Score -634375.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -634595.000000 Penalty: 4290.561035
	Iteration 7Q: 3 clusters Score -634595 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -634831.062500 Penalty: 4290.561035
	Iteration 8Q: 3 clusters Score -634831.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -635025.000000 Penalty: 4290.561035
	Iteration 9Q: 3 clusters Score -635025 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -635202.500000 Penalty: 4290.561035
	Iteration 10Q: 3 clusters Score -635202.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -635304.500000 Penalty: 4290.561035
	Iteration 11Q: 3 clusters Score -635304.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -635371.437500 Penalty: 4290.561035
	Iteration 12Q: 3 clusters Score -635371.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -635410.687500 Penalty: 4290.561035
	Iteration 13Q: 3 clusters Score -635410.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -635439.125000 Penalty: 4290.561035
	Iteration 14Q: 3 clusters Score -635439.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -635454.187500 Penalty: 4290.561035
	Iteration 15Q: 3 clusters Score -635454.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -635468.750000 Penalty: 4290.561035
	Iteration 16Q: 3 clusters Score -635468.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -635476.687500 Penalty: 4290.561035
	Iteration 17Q: 3 clusters Score -635476.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -635481.687500 Penalty: 4290.561035
	Iteration 18Q: 3 clusters Score -635481.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -635486.562500 Penalty: 4290.561035
	Iteration 19Q: 3 clusters Score -635486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -635491.125000 Penalty: 4290.561035
	Iteration 20F: 3 clusters Score -635491.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -635492.125000 Penalty: 4290.561035
	Iteration 21Q: 3 clusters Score -635492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -635492.875000 Penalty: 4290.561035
	Iteration 22Q: 3 clusters Score -635492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -635493.750000 Penalty: 4290.561035
	Iteration 23Q: 3 clusters Score -635493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -635493.750000 Penalty: 4290.561035
	Iteration 24F: 3 clusters Score -635493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -539311.937500 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -539311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -534865.625000 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -534865.6 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -535958.312500 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -535958.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -536213.187500 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -536213.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -536374.375000 Penalty: 4203.246094
	Iteration 3F: 3 clusters Score -536374.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -536474.375000 Penalty: 4203.246094
	Iteration 4Q: 3 clusters Score -536474.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -536540.062500 Penalty: 4203.246094
	Iteration 5Q: 3 clusters Score -536540.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -536594.437500 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -536594.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -536637.875000 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -536637.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -536677.000000 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -536677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -536710.062500 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -536710.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -536739.437500 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -536739.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -536769.000000 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -536769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -536790.687500 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -536790.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -536807.187500 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -536807.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -536821.375000 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -536821.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -536833.875000 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -536833.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -536849.125000 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -536849.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -536865.687500 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -536865.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -536883.250000 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -536883.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -536901.437500 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -536901.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -536923.750000 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -536923.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -536940.875000 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -536940.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -536956.562500 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -536956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -536967.812500 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -536967.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -536978.687500 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -536978.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -536992.187500 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -536992.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -537005.937500 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -537005.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -537023.625000 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -537023.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -537033.937500 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -537033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -537038.812500 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -537038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -537045.625000 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -537045.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -537051.937500 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -537051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -537059.062500 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -537059.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -537067.125000 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -537067.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -537073.375000 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -537073.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -537080.687500 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -537080.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -537084.375000 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -537084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -537091.437500 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -537091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -537099.125000 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -537099.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -537109.812500 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -537109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -537118.312500 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -537118.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -537126.375000 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -537126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -537130.750000 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -537130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -537134.062500 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -537134.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -537138.125000 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -537138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -537144.937500 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -537144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -537147.625000 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -537147.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -537156.375000 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -537156.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -537167.812500 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -537167.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -537180.375000 Penalty: 4203.246094
	Iteration 49Q: 3 clusters Score -537180.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -537191.562500 Penalty: 4203.246094
	Iteration 50Q: 3 clusters Score -537191.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -537204.812500 Penalty: 4203.246094
	Iteration 51Q: 3 clusters Score -537204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -537218.000000 Penalty: 4203.246094
	Iteration 52Q: 3 clusters Score -537218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -537231.437500 Penalty: 4203.246094
	Iteration 53Q: 3 clusters Score -537231.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -537245.500000 Penalty: 4203.246094
	Iteration 54Q: 3 clusters Score -537245.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -537261.375000 Penalty: 4203.246094
	Iteration 55Q: 3 clusters Score -537261.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -537276.500000 Penalty: 4203.246094
	Iteration 56Q: 3 clusters Score -537276.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -537280.500000 Penalty: 4203.246094
	Iteration 57Q: 3 clusters Score -537280.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -537289.812500 Penalty: 4203.246094
	Iteration 58Q: 3 clusters Score -537289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -537293.437500 Penalty: 4203.246094
	Iteration 59Q: 3 clusters Score -537293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -537297.562500 Penalty: 4203.246094
	Iteration 60F: 3 clusters Score -537297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -537304.437500 Penalty: 4203.246094
	Iteration 61Q: 3 clusters Score -537304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -537315.312500 Penalty: 4203.246094
	Iteration 62Q: 3 clusters Score -537315.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -537330.250000 Penalty: 4203.246094
	Iteration 63Q: 3 clusters Score -537330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -537342.625000 Penalty: 4203.246094
	Iteration 64Q: 3 clusters Score -537342.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -537357.312500 Penalty: 4203.246094
	Iteration 65Q: 3 clusters Score -537357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -537363.437500 Penalty: 4203.246094
	Iteration 66Q: 3 clusters Score -537363.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -537370.437500 Penalty: 4203.246094
	Iteration 67Q: 3 clusters Score -537370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -537373.750000 Penalty: 4203.246094
	Iteration 68Q: 3 clusters Score -537373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -537375.375000 Penalty: 4203.246094
	Iteration 69Q: 3 clusters Score -537375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -537376.937500 Penalty: 4203.246094
	Iteration 70Q: 3 clusters Score -537376.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -537380.500000 Penalty: 4203.246094
	Iteration 71Q: 3 clusters Score -537380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -537384.812500 Penalty: 4203.246094
	Iteration 72Q: 3 clusters Score -537384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -537384.187500 Penalty: 4203.246094
	Iteration 73Q: 3 clusters Score -537384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -537384.437500 Penalty: 4203.246094
	Iteration 74Q: 3 clusters Score -537384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -537384.437500 Penalty: 4203.246094
	Iteration 75F: 3 clusters Score -537384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -614732.125000 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -614732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -609715.125000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -609715.1 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -611255.750000 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -611255.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -611795.562500 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -611795.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -612293.500000 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -612293.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -612674.500000 Penalty: 4304.516602
	Iteration 4F: 3 clusters Score -612674.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -612974.250000 Penalty: 4304.516602
	Iteration 5F: 3 clusters Score -612974.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -613248.437500 Penalty: 4304.516602
	Iteration 6Q: 3 clusters Score -613248.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -613453.875000 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -613453.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -613639.312500 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -613639.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -613760.312500 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -613760.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -613830.125000 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -613830.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -613881.375000 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -613881.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -613926.937500 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -613926.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -613956.812500 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -613956.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -613973.062500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -613973.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -613980.687500 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -613980.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -613987.187500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -613987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -613994.812500 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -613994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -613998.937500 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -613998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -614004.812500 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -614004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -614006.187500 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -614006.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -614012.875000 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -614012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -614016.437500 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -614016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -614018.187500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -614018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -614019.375000 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -614019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -614020.062500 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -614020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -614022.500000 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -614022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -614023.687500 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -614023.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -614026.000000 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -614026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -614030.687500 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -614030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -614034.625000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -614034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -614037.187500 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -614037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -614038.312500 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -614038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -614038.187500 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -614038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -614038.750000 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -614038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -614038.750000 Penalty: 4304.516602
	Iteration 35F: 3 clusters Score -614038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -79975.742188 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -79975.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78204.242188 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -78204.24 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78557.640625 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -78557.64 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78866.187500 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -78866.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78945.546875 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -78945.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79003.085938 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -79003.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79035.695312 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -79035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79061.140625 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -79061.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79079.773438 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -79079.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79094.125000 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -79094.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79103.406250 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -79103.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79110.648438 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -79110.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79115.859375 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -79115.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79124.406250 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -79124.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79135.843750 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -79135.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79153.125000 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -79153.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79175.296875 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -79175.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79218.203125 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -79218.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79268.890625 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -79268.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79329.054688 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -79329.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79384.296875 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -79384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79412.820312 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -79412.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79471.664062 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -79471.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79508.992188 Penalty: 3285.536377
	Iteration 22Q: 3 clusters Score -79508.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79534.125000 Penalty: 3285.536377
	Iteration 23Q: 3 clusters Score -79534.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79549.570312 Penalty: 3285.536377
	Iteration 24Q: 3 clusters Score -79549.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79555.132812 Penalty: 3285.536377
	Iteration 25Q: 3 clusters Score -79555.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79561.773438 Penalty: 3285.536377
	Iteration 26Q: 3 clusters Score -79561.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79565.757812 Penalty: 3285.536377
	Iteration 27Q: 3 clusters Score -79565.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79568.968750 Penalty: 3285.536377
	Iteration 28Q: 3 clusters Score -79568.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79573.625000 Penalty: 3285.536377
	Iteration 29Q: 3 clusters Score -79573.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79573.625000 Penalty: 3285.536377
	Iteration 30F: 3 clusters Score -79573.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -205370.562500 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -205370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202834.171875 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -202834.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -203284.343750 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -203284.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -203401.437500 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -203401.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -203477.281250 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -203477.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -203527.156250 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -203527.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -203557.328125 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -203557.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -203585.812500 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -203585.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203610.843750 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -203610.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -203640.687500 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -203640.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -203662.000000 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -203662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203681.546875 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -203681.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203698.500000 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -203698.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -203715.468750 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -203715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -203729.734375 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -203729.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -203742.765625 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -203742.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -203762.718750 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -203762.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -203775.078125 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -203775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -203781.906250 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -203781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -203785.984375 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -203786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -203792.546875 Penalty: 3728.959717
	Iteration 19Q: 3 clusters Score -203792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -203797.375000 Penalty: 3728.959717
	Iteration 20F: 3 clusters Score -203797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -203802.609375 Penalty: 3728.959717
	Iteration 21Q: 3 clusters Score -203802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -203804.171875 Penalty: 3728.959717
	Iteration 22Q: 3 clusters Score -203804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -203804.359375 Penalty: 3728.959717
	Iteration 23Q: 3 clusters Score -203804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203804.968750 Penalty: 3728.959717
	Iteration 24Q: 3 clusters Score -203805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -203805.390625 Penalty: 3728.959717
	Iteration 25Q: 3 clusters Score -203805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -203805.531250 Penalty: 3728.959717
	Iteration 26Q: 3 clusters Score -203805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -203805.531250 Penalty: 3728.959717
	Iteration 27F: 3 clusters Score -203805.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (29167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Entering Unmasked Estep 
Score: -3396591.500000 Penalty: 2549.636719
	Iteration 0F: 2 clusters Score -3396592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3376582.500000 Penalty: 5099.273438
	Iteration 0F: 3 clusters Score -3376582 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3383675.500000 Penalty: 5099.273438
	Iteration 1F: 3 clusters Score -3383676 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3384225.750000 Penalty: 5099.273438
	Iteration 2F: 3 clusters Score -3384226 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3384690.750000 Penalty: 5099.273438
	Iteration 3Q: 3 clusters Score -3384691 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3385124.500000 Penalty: 5099.273438
	Iteration 4Q: 3 clusters Score -3385124 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3385568.250000 Penalty: 5099.273438
	Iteration 5Q: 3 clusters Score -3385568 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3386028.000000 Penalty: 5099.273438
	Iteration 6Q: 3 clusters Score -3386028 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3386529.750000 Penalty: 5099.273438
	Iteration 7Q: 3 clusters Score -3386530 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3387180.000000 Penalty: 5099.273438
	Iteration 8Q: 3 clusters Score -3387180 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3387994.500000 Penalty: 5099.273438
	Iteration 9F: 3 clusters Score -3387994 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3389011.250000 Penalty: 5099.273438
	Iteration 10F: 3 clusters Score -3389011 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3390132.500000 Penalty: 5099.273438
	Iteration 11F: 3 clusters Score -3390132 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3391204.750000 Penalty: 5099.273438
	Iteration 12F: 3 clusters Score -3391205 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3392167.000000 Penalty: 5099.273438
	Iteration 13Q: 3 clusters Score -3392167 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3392937.250000 Penalty: 5099.273438
	Iteration 14Q: 3 clusters Score -3392937 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3393416.000000 Penalty: 5099.273438
	Iteration 15Q: 3 clusters Score -3393416 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3393766.250000 Penalty: 5099.273438
	Iteration 16Q: 3 clusters Score -3393766 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3393980.500000 Penalty: 5099.273438
	Iteration 17Q: 3 clusters Score -3393980 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3394117.500000 Penalty: 5099.273438
	Iteration 18Q: 3 clusters Score -3394118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3394209.750000 Penalty: 5099.273438
	Iteration 19Q: 3 clusters Score -3394210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3394261.500000 Penalty: 5099.273438
	Iteration 20F: 3 clusters Score -3394262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3394291.500000 Penalty: 5099.273438
	Iteration 21Q: 3 clusters Score -3394292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3394306.250000 Penalty: 5099.273438
	Iteration 22Q: 3 clusters Score -3394306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3394328.500000 Penalty: 5099.273438
	Iteration 23Q: 3 clusters Score -3394328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3394339.250000 Penalty: 5099.273438
	Iteration 24Q: 3 clusters Score -3394339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3394346.000000 Penalty: 5099.273438
	Iteration 25Q: 3 clusters Score -3394346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3394351.750000 Penalty: 5099.273438
	Iteration 26Q: 3 clusters Score -3394352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3394356.000000 Penalty: 5099.273438
	Iteration 27Q: 3 clusters Score -3394356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3394362.750000 Penalty: 5099.273438
	Iteration 28Q: 3 clusters Score -3394363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3394372.750000 Penalty: 5099.273438
	Iteration 29Q: 3 clusters Score -3394373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3394372.750000 Penalty: 5099.273438
	Iteration 30F: 3 clusters Score -3394373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (12962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Entering Unmasked Estep 
Score: -1480239.625000 Penalty: 2348.504639
	Iteration 0F: 2 clusters Score -1480240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1470614.875000 Penalty: 4697.009277
	Iteration 0F: 3 clusters Score -1470615 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1473708.625000 Penalty: 4697.009277
	Iteration 1F: 3 clusters Score -1473709 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1474092.000000 Penalty: 4697.009277
	Iteration 2F: 3 clusters Score -1474092 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1474388.500000 Penalty: 4697.009277
	Iteration 3F: 3 clusters Score -1474388 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1474680.250000 Penalty: 4697.009277
	Iteration 4Q: 3 clusters Score -1474680 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1474963.625000 Penalty: 4697.009277
	Iteration 5Q: 3 clusters Score -1474964 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1475242.875000 Penalty: 4697.009277
	Iteration 6Q: 3 clusters Score -1475243 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1475521.625000 Penalty: 4697.009277
	Iteration 7Q: 3 clusters Score -1475522 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1475807.500000 Penalty: 4697.009277
	Iteration 8Q: 3 clusters Score -1475808 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1476099.500000 Penalty: 4697.009277
	Iteration 9Q: 3 clusters Score -1476100 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1476381.125000 Penalty: 4697.009277
	Iteration 10Q: 3 clusters Score -1476381 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1476704.125000 Penalty: 4697.009277
	Iteration 11Q: 3 clusters Score -1476704 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1477022.500000 Penalty: 4697.009277
	Iteration 12Q: 3 clusters Score -1477022 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1477318.375000 Penalty: 4697.009277
	Iteration 13Q: 3 clusters Score -1477318 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1477539.500000 Penalty: 4697.009277
	Iteration 14Q: 3 clusters Score -1477540 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1477745.000000 Penalty: 4697.009277
	Iteration 15Q: 3 clusters Score -1477745 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1477887.500000 Penalty: 4697.009277
	Iteration 16Q: 3 clusters Score -1477888 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1477970.000000 Penalty: 4697.009277
	Iteration 17Q: 3 clusters Score -1477970 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1478049.750000 Penalty: 4697.009277
	Iteration 18Q: 3 clusters Score -1478050 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1478098.250000 Penalty: 4697.009277
	Iteration 19Q: 3 clusters Score -1478098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1478147.875000 Penalty: 4697.009277
	Iteration 20F: 3 clusters Score -1478148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1478194.375000 Penalty: 4697.009277
	Iteration 21Q: 3 clusters Score -1478194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1478219.125000 Penalty: 4697.009277
	Iteration 22Q: 3 clusters Score -1478219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1478244.250000 Penalty: 4697.009277
	Iteration 23Q: 3 clusters Score -1478244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1478263.875000 Penalty: 4697.009277
	Iteration 24Q: 3 clusters Score -1478264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1478274.500000 Penalty: 4697.009277
	Iteration 25Q: 3 clusters Score -1478274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1478279.000000 Penalty: 4697.009277
	Iteration 26Q: 3 clusters Score -1478279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1478285.250000 Penalty: 4697.009277
	Iteration 27Q: 3 clusters Score -1478285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1478290.500000 Penalty: 4697.009277
	Iteration 28Q: 3 clusters Score -1478290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1478291.625000 Penalty: 4697.009277
	Iteration 29Q: 3 clusters Score -1478292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1478292.625000 Penalty: 4697.009277
	Iteration 30Q: 3 clusters Score -1478293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1478289.000000 Penalty: 4697.009277
	Iteration 31Q: 3 clusters Score -1478289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1478293.250000 Penalty: 4697.009277
	Iteration 32Q: 3 clusters Score -1478293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1478294.875000 Penalty: 4697.009277
	Iteration 33Q: 3 clusters Score -1478295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1478297.125000 Penalty: 4697.009277
	Iteration 34Q: 3 clusters Score -1478297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1478298.125000 Penalty: 4697.009277
	Iteration 35Q: 3 clusters Score -1478298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1478300.250000 Penalty: 4697.009277
	Iteration 36Q: 3 clusters Score -1478300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1478300.250000 Penalty: 4697.009277
	Iteration 37F: 3 clusters Score -1478300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -238518.093750 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -238518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -235272.531250 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -235272.5 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -236446.906250 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -236446.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -236889.031250 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -236889 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -237146.671875 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -237146.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -237382.187500 Penalty: 3984.694336
	Iteration 4F: 3 clusters Score -237382.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -237564.968750 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -237565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -237718.156250 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -237718.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -237849.046875 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -237849 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -237935.453125 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -237935.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -237991.656250 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -237991.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -238019.718750 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -238019.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -238040.062500 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -238040.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -238057.046875 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -238057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238072.078125 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -238072.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238082.671875 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -238082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -238088.359375 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -238088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -238090.140625 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -238090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238091.000000 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -238091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238091.765625 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -238091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238092.203125 Penalty: 3984.694336
	Iteration 19F: 3 clusters Score -238092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -238094.296875 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -238094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -238098.078125 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -238098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -238100.265625 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -238100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -238101.062500 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -238101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -238102.062500 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -238102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -238102.078125 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -238102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -238102.078125 Penalty: 3984.694336
	Iteration 26F: 3 clusters Score -238102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -514815.218750 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -514815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -509902.000000 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -509902 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -511649.875000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -511649.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -512301.187500 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -512301.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -512791.156250 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -512791.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -513099.531250 Penalty: 4291.601562
	Iteration 4F: 3 clusters Score -513099.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -513317.968750 Penalty: 4291.601562
	Iteration 5Q: 3 clusters Score -513318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -513489.281250 Penalty: 4291.601562
	Iteration 6Q: 3 clusters Score -513489.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -513609.562500 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -513609.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -513694.812500 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -513694.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -513759.781250 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -513759.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -513814.562500 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -513814.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -513854.968750 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -513855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -513883.968750 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -513884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -513914.781250 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -513914.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -513950.468750 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -513950.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -513992.812500 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -513992.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -514026.156250 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -514026.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -514057.250000 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -514057.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -514080.375000 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -514080.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -514099.593750 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -514099.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -514111.468750 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -514111.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -514121.250000 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -514121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -514128.093750 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -514128.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -514134.437500 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -514134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -514138.156250 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -514138.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -514144.625000 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -514144.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -514148.937500 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -514148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -514151.875000 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -514151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -514157.875000 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -514157.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -514163.812500 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -514163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -514168.750000 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -514168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -514175.812500 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -514175.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -514185.000000 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -514185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -514189.718750 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -514189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -514192.625000 Penalty: 4291.601562
	Iteration 34Q: 3 clusters Score -514192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -514194.875000 Penalty: 4291.601562
	Iteration 35Q: 3 clusters Score -514194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -514195.312500 Penalty: 4291.601562
	Iteration 36Q: 3 clusters Score -514195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -514197.968750 Penalty: 4291.601562
	Iteration 37Q: 3 clusters Score -514198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -514201.218750 Penalty: 4291.601562
	Iteration 38Q: 3 clusters Score -514201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -514202.531250 Penalty: 4291.601562
	Iteration 39Q: 3 clusters Score -514202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -514203.531250 Penalty: 4291.601562
	Iteration 40F: 3 clusters Score -514203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -514204.531250 Penalty: 4291.601562
	Iteration 41Q: 3 clusters Score -514204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -514205.750000 Penalty: 4291.601562
	Iteration 42Q: 3 clusters Score -514205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -514206.968750 Penalty: 4291.601562
	Iteration 43Q: 3 clusters Score -514207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -514206.375000 Penalty: 4291.601562
	Iteration 44Q: 3 clusters Score -514206.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -514210.625000 Penalty: 4291.601562
	Iteration 45Q: 3 clusters Score -514210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -514212.281250 Penalty: 4291.601562
	Iteration 46Q: 3 clusters Score -514212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -514214.093750 Penalty: 4291.601562
	Iteration 47Q: 3 clusters Score -514214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -514216.906250 Penalty: 4291.601562
	Iteration 48Q: 3 clusters Score -514216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -514217.906250 Penalty: 4291.601562
	Iteration 49Q: 3 clusters Score -514217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -514220.156250 Penalty: 4291.601562
	Iteration 50Q: 3 clusters Score -514220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -514221.125000 Penalty: 4291.601562
	Iteration 51Q: 3 clusters Score -514221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -514225.281250 Penalty: 4291.601562
	Iteration 52Q: 3 clusters Score -514225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -514225.093750 Penalty: 4291.601562
	Iteration 53Q: 3 clusters Score -514225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -514228.031250 Penalty: 4291.601562
	Iteration 54Q: 3 clusters Score -514228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -514228.250000 Penalty: 4291.601562
	Iteration 55Q: 3 clusters Score -514228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -514229.718750 Penalty: 4291.601562
	Iteration 56Q: 3 clusters Score -514229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -514229.718750 Penalty: 4291.601562
	Iteration 57F: 3 clusters Score -514229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (133261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Entering Unmasked Estep 
Score: -15463027.000000 Penalty: 2926.416016
	Iteration 0F: 2 clusters Score -1.546303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -15373201.000000 Penalty: 5852.832031
	Iteration 0F: 3 clusters Score -1.53732e+07 nChanged 63862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -15410742.000000 Penalty: 5852.832031
	Iteration 1F: 3 clusters Score -1.541074e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -15411707.000000 Penalty: 5852.832031
	Iteration 2Q: 3 clusters Score -1.541171e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -15412670.000000 Penalty: 5852.832031
	Iteration 3Q: 3 clusters Score -1.541267e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -15413591.000000 Penalty: 5852.832031
	Iteration 4Q: 3 clusters Score -1.541359e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -15414784.000000 Penalty: 5852.832031
	Iteration 5Q: 3 clusters Score -1.541478e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -15416158.000000 Penalty: 5852.832031
	Iteration 6Q: 3 clusters Score -1.541616e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -15417662.000000 Penalty: 5852.832031
	Iteration 7Q: 3 clusters Score -1.541766e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -15419381.000000 Penalty: 5852.832031
	Iteration 8Q: 3 clusters Score -1.541938e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -15420992.000000 Penalty: 5852.832031
	Iteration 9Q: 3 clusters Score -1.542099e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -15422684.000000 Penalty: 5852.832031
	Iteration 10Q: 3 clusters Score -1.542268e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -15424713.000000 Penalty: 5852.832031
	Iteration 11Q: 3 clusters Score -1.542471e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -15427158.000000 Penalty: 5852.832031
	Iteration 12Q: 3 clusters Score -1.542716e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -15430279.000000 Penalty: 5852.832031
	Iteration 13Q: 3 clusters Score -1.543028e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -15434587.000000 Penalty: 5852.832031
	Iteration 14Q: 3 clusters Score -1.543459e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -15439218.000000 Penalty: 5852.832031
	Iteration 15Q: 3 clusters Score -1.543922e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -15443171.000000 Penalty: 5852.832031
	Iteration 16Q: 3 clusters Score -1.544317e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -15445845.000000 Penalty: 5852.832031
	Iteration 17Q: 3 clusters Score -1.544584e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110573 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -15447750.000000 Penalty: 5852.832031
	Iteration 18Q: 3 clusters Score -1.544775e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -15449332.000000 Penalty: 5852.832031
	Iteration 19Q: 3 clusters Score -1.544933e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -15450964.000000 Penalty: 5852.832031
	Iteration 20F: 3 clusters Score -1.545096e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -15452552.000000 Penalty: 5852.832031
	Iteration 21Q: 3 clusters Score -1.545255e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -15454044.000000 Penalty: 5852.832031
	Iteration 22Q: 3 clusters Score -1.545404e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -15455505.000000 Penalty: 5852.832031
	Iteration 23Q: 3 clusters Score -1.54555e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -15456756.000000 Penalty: 5852.832031
	Iteration 24Q: 3 clusters Score -1.545676e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -15457821.000000 Penalty: 5852.832031
	Iteration 25Q: 3 clusters Score -1.545782e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -15458704.000000 Penalty: 5852.832031
	Iteration 26Q: 3 clusters Score -1.54587e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -15459342.000000 Penalty: 5852.832031
	Iteration 27Q: 3 clusters Score -1.545934e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130252 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -15459757.000000 Penalty: 5852.832031
	Iteration 28Q: 3 clusters Score -1.545976e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -15460093.000000 Penalty: 5852.832031
	Iteration 29Q: 3 clusters Score -1.546009e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -15460224.000000 Penalty: 5852.832031
	Iteration 30Q: 3 clusters Score -1.546022e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131315 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -15460444.000000 Penalty: 5852.832031
	Iteration 31Q: 3 clusters Score -1.546044e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131496 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15460530.000000 Penalty: 5852.832031
	Iteration 32Q: 3 clusters Score -1.546053e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131620 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15460556.000000 Penalty: 5852.832031
	Iteration 33Q: 3 clusters Score -1.546056e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131724 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -15460609.000000 Penalty: 5852.832031
	Iteration 34Q: 3 clusters Score -1.546061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15460639.000000 Penalty: 5852.832031
	Iteration 35Q: 3 clusters Score -1.546064e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15460686.000000 Penalty: 5852.832031
	Iteration 36Q: 3 clusters Score -1.546069e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131921 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15460732.000000 Penalty: 5852.832031
	Iteration 37Q: 3 clusters Score -1.546073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131962 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15460758.000000 Penalty: 5852.832031
	Iteration 38Q: 3 clusters Score -1.546076e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131994 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15460764.000000 Penalty: 5852.832031
	Iteration 39Q: 3 clusters Score -1.546076e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15460793.000000 Penalty: 5852.832031
	Iteration 40F: 3 clusters Score -1.546079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15460788.000000 Penalty: 5852.832031
	Iteration 41Q: 3 clusters Score -1.546079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132067 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -15460781.000000 Penalty: 5852.832031
	Iteration 42Q: 3 clusters Score -1.546078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15460771.000000 Penalty: 5852.832031
	Iteration 43Q: 3 clusters Score -1.546077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15460802.000000 Penalty: 5852.832031
	Iteration 44Q: 3 clusters Score -1.54608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132100 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15460810.000000 Penalty: 5852.832031
	Iteration 45Q: 3 clusters Score -1.546081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132105 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -15460809.000000 Penalty: 5852.832031
	Iteration 46Q: 3 clusters Score -1.546081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15460811.000000 Penalty: 5852.832031
	Iteration 47Q: 3 clusters Score -1.546081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15460809.000000 Penalty: 5852.832031
	Iteration 48Q: 3 clusters Score -1.546081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15460813.000000 Penalty: 5852.832031
	Iteration 49Q: 3 clusters Score -1.546081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132116 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15460806.000000 Penalty: 5852.832031
	Iteration 50Q: 3 clusters Score -1.546081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15460812.000000 Penalty: 5852.832031
	Iteration 51Q: 3 clusters Score -1.546081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132123 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15460816.000000 Penalty: 5852.832031
	Iteration 52Q: 3 clusters Score -1.546082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -15460807.000000 Penalty: 5852.832031
	Iteration 53Q: 3 clusters Score -1.546081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132127 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -15460804.000000 Penalty: 5852.832031
	Iteration 54Q: 3 clusters Score -1.54608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -15460805.000000 Penalty: 5852.832031
	Iteration 55Q: 3 clusters Score -1.54608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15460814.000000 Penalty: 5852.832031
	Iteration 56Q: 3 clusters Score -1.546081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132146 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15460834.000000 Penalty: 5852.832031
	Iteration 57Q: 3 clusters Score -1.546083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132153 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15460842.000000 Penalty: 5852.832031
	Iteration 58Q: 3 clusters Score -1.546084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15460832.000000 Penalty: 5852.832031
	Iteration 59Q: 3 clusters Score -1.546083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132160 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15460840.000000 Penalty: 5852.832031
	Iteration 60F: 3 clusters Score -1.546084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15460831.000000 Penalty: 5852.832031
	Iteration 61Q: 3 clusters Score -1.546083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15460842.000000 Penalty: 5852.832031
	Iteration 62Q: 3 clusters Score -1.546084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15460830.000000 Penalty: 5852.832031
	Iteration 63Q: 3 clusters Score -1.546083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132180 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -15460835.000000 Penalty: 5852.832031
	Iteration 64Q: 3 clusters Score -1.546084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15460839.000000 Penalty: 5852.832031
	Iteration 65Q: 3 clusters Score -1.546084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15460842.000000 Penalty: 5852.832031
	Iteration 66Q: 3 clusters Score -1.546084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -15460842.000000 Penalty: 5852.832031
	Iteration 67F: 3 clusters Score -1.546084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (13543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Entering Unmasked Estep 
Score: -1550827.625000 Penalty: 2359.379150
	Iteration 0F: 2 clusters Score -1550828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1540877.500000 Penalty: 4718.758301
	Iteration 0F: 3 clusters Score -1540878 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1544167.875000 Penalty: 4718.758301
	Iteration 1F: 3 clusters Score -1544168 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1544665.625000 Penalty: 4718.758301
	Iteration 2F: 3 clusters Score -1544666 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1545209.875000 Penalty: 4718.758301
	Iteration 3F: 3 clusters Score -1545210 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1545831.000000 Penalty: 4718.758301
	Iteration 4F: 3 clusters Score -1545831 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1546612.750000 Penalty: 4718.758301
	Iteration 5F: 3 clusters Score -1546613 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1547385.250000 Penalty: 4718.758301
	Iteration 6Q: 3 clusters Score -1547385 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1547803.875000 Penalty: 4718.758301
	Iteration 7Q: 3 clusters Score -1547804 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1548046.125000 Penalty: 4718.758301
	Iteration 8Q: 3 clusters Score -1548046 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1548196.125000 Penalty: 4718.758301
	Iteration 9Q: 3 clusters Score -1548196 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1548304.375000 Penalty: 4718.758301
	Iteration 10Q: 3 clusters Score -1548304 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1548385.750000 Penalty: 4718.758301
	Iteration 11Q: 3 clusters Score -1548386 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1548458.250000 Penalty: 4718.758301
	Iteration 12Q: 3 clusters Score -1548458 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1548532.250000 Penalty: 4718.758301
	Iteration 13Q: 3 clusters Score -1548532 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1548601.500000 Penalty: 4718.758301
	Iteration 14Q: 3 clusters Score -1548602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1548649.125000 Penalty: 4718.758301
	Iteration 15Q: 3 clusters Score -1548649 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1548684.125000 Penalty: 4718.758301
	Iteration 16Q: 3 clusters Score -1548684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1548728.875000 Penalty: 4718.758301
	Iteration 17Q: 3 clusters Score -1548729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1548769.500000 Penalty: 4718.758301
	Iteration 18Q: 3 clusters Score -1548770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1548800.250000 Penalty: 4718.758301
	Iteration 19Q: 3 clusters Score -1548800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1548829.875000 Penalty: 4718.758301
	Iteration 20F: 3 clusters Score -1548830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1548850.125000 Penalty: 4718.758301
	Iteration 21Q: 3 clusters Score -1548850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1548871.000000 Penalty: 4718.758301
	Iteration 22Q: 3 clusters Score -1548871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1548882.375000 Penalty: 4718.758301
	Iteration 23Q: 3 clusters Score -1548882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1548900.375000 Penalty: 4718.758301
	Iteration 24Q: 3 clusters Score -1548900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1548916.250000 Penalty: 4718.758301
	Iteration 25Q: 3 clusters Score -1548916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1548927.625000 Penalty: 4718.758301
	Iteration 26Q: 3 clusters Score -1548928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1548935.625000 Penalty: 4718.758301
	Iteration 27Q: 3 clusters Score -1548936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1548940.625000 Penalty: 4718.758301
	Iteration 28Q: 3 clusters Score -1548941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1548946.750000 Penalty: 4718.758301
	Iteration 29Q: 3 clusters Score -1548947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1548949.500000 Penalty: 4718.758301
	Iteration 30Q: 3 clusters Score -1548950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1548945.375000 Penalty: 4718.758301
	Iteration 31Q: 3 clusters Score -1548945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1548951.625000 Penalty: 4718.758301
	Iteration 32Q: 3 clusters Score -1548952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1548953.000000 Penalty: 4718.758301
	Iteration 33Q: 3 clusters Score -1548953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1548954.000000 Penalty: 4718.758301
	Iteration 34Q: 3 clusters Score -1548954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1548958.625000 Penalty: 4718.758301
	Iteration 35Q: 3 clusters Score -1548959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1548958.750000 Penalty: 4718.758301
	Iteration 36Q: 3 clusters Score -1548959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1548957.375000 Penalty: 4718.758301
	Iteration 37Q: 3 clusters Score -1548957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1548963.375000 Penalty: 4718.758301
	Iteration 38Q: 3 clusters Score -1548963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1548963.500000 Penalty: 4718.758301
	Iteration 39Q: 3 clusters Score -1548964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1548966.250000 Penalty: 4718.758301
	Iteration 40F: 3 clusters Score -1548966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1548968.125000 Penalty: 4718.758301
	Iteration 41Q: 3 clusters Score -1548968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1548969.500000 Penalty: 4718.758301
	Iteration 42Q: 3 clusters Score -1548970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1548969.000000 Penalty: 4718.758301
	Iteration 43Q: 3 clusters Score -1548969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1548969.125000 Penalty: 4718.758301
	Iteration 44Q: 3 clusters Score -1548969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1548969.500000 Penalty: 4718.758301
	Iteration 45Q: 3 clusters Score -1548970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1548969.000000 Penalty: 4718.758301
	Iteration 46Q: 3 clusters Score -1548969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1548967.500000 Penalty: 4718.758301
	Iteration 47Q: 3 clusters Score -1548968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1548968.875000 Penalty: 4718.758301
	Iteration 48Q: 3 clusters Score -1548969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1548973.625000 Penalty: 4718.758301
	Iteration 49Q: 3 clusters Score -1548974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1548974.875000 Penalty: 4718.758301
	Iteration 50Q: 3 clusters Score -1548975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1548973.000000 Penalty: 4718.758301
	Iteration 51Q: 3 clusters Score -1548973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1548973.875000 Penalty: 4718.758301
	Iteration 52Q: 3 clusters Score -1548974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1548974.375000 Penalty: 4718.758301
	Iteration 53Q: 3 clusters Score -1548974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1548972.625000 Penalty: 4718.758301
	Iteration 54Q: 3 clusters Score -1548973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1548972.625000 Penalty: 4718.758301
	Iteration 55F: 3 clusters Score -1548973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -1231533.000000 Penalty: 2326.887695
	Iteration 0F: 2 clusters Score -1231533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1222692.250000 Penalty: 4653.775391
	Iteration 0F: 3 clusters Score -1222692 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1225722.500000 Penalty: 4653.775391
	Iteration 1F: 3 clusters Score -1225722 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1226341.500000 Penalty: 4653.775391
	Iteration 2F: 3 clusters Score -1226342 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1226857.750000 Penalty: 4653.775391
	Iteration 3F: 3 clusters Score -1226858 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1227323.250000 Penalty: 4653.775391
	Iteration 4F: 3 clusters Score -1227323 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1227694.750000 Penalty: 4653.775391
	Iteration 5F: 3 clusters Score -1227695 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1228015.750000 Penalty: 4653.775391
	Iteration 6Q: 3 clusters Score -1228016 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1228256.875000 Penalty: 4653.775391
	Iteration 7Q: 3 clusters Score -1228257 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1228423.125000 Penalty: 4653.775391
	Iteration 8Q: 3 clusters Score -1228423 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1228582.500000 Penalty: 4653.775391
	Iteration 9Q: 3 clusters Score -1228582 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1228722.125000 Penalty: 4653.775391
	Iteration 10Q: 3 clusters Score -1228722 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1228822.250000 Penalty: 4653.775391
	Iteration 11Q: 3 clusters Score -1228822 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1228923.625000 Penalty: 4653.775391
	Iteration 12Q: 3 clusters Score -1228924 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1229013.375000 Penalty: 4653.775391
	Iteration 13Q: 3 clusters Score -1229013 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1229113.125000 Penalty: 4653.775391
	Iteration 14Q: 3 clusters Score -1229113 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1229212.000000 Penalty: 4653.775391
	Iteration 15Q: 3 clusters Score -1229212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1229313.875000 Penalty: 4653.775391
	Iteration 16Q: 3 clusters Score -1229314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1229374.375000 Penalty: 4653.775391
	Iteration 17Q: 3 clusters Score -1229374 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1229422.500000 Penalty: 4653.775391
	Iteration 18Q: 3 clusters Score -1229422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1229462.625000 Penalty: 4653.775391
	Iteration 19Q: 3 clusters Score -1229463 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1229510.125000 Penalty: 4653.775391
	Iteration 20F: 3 clusters Score -1229510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1229540.375000 Penalty: 4653.775391
	Iteration 21Q: 3 clusters Score -1229540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1229578.625000 Penalty: 4653.775391
	Iteration 22Q: 3 clusters Score -1229579 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1229616.750000 Penalty: 4653.775391
	Iteration 23Q: 3 clusters Score -1229617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1229647.000000 Penalty: 4653.775391
	Iteration 24Q: 3 clusters Score -1229647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1229678.375000 Penalty: 4653.775391
	Iteration 25Q: 3 clusters Score -1229678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1229695.875000 Penalty: 4653.775391
	Iteration 26Q: 3 clusters Score -1229696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1229716.125000 Penalty: 4653.775391
	Iteration 27Q: 3 clusters Score -1229716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1229727.000000 Penalty: 4653.775391
	Iteration 28Q: 3 clusters Score -1229727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1229741.250000 Penalty: 4653.775391
	Iteration 29Q: 3 clusters Score -1229741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1229749.625000 Penalty: 4653.775391
	Iteration 30Q: 3 clusters Score -1229750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1229762.750000 Penalty: 4653.775391
	Iteration 31Q: 3 clusters Score -1229763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1229773.375000 Penalty: 4653.775391
	Iteration 32Q: 3 clusters Score -1229773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1229787.500000 Penalty: 4653.775391
	Iteration 33Q: 3 clusters Score -1229788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1229801.000000 Penalty: 4653.775391
	Iteration 34Q: 3 clusters Score -1229801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1229817.375000 Penalty: 4653.775391
	Iteration 35Q: 3 clusters Score -1229817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1229835.875000 Penalty: 4653.775391
	Iteration 36Q: 3 clusters Score -1229836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1229846.125000 Penalty: 4653.775391
	Iteration 37Q: 3 clusters Score -1229846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1229860.750000 Penalty: 4653.775391
	Iteration 38Q: 3 clusters Score -1229861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1229877.500000 Penalty: 4653.775391
	Iteration 39Q: 3 clusters Score -1229878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1229895.625000 Penalty: 4653.775391
	Iteration 40F: 3 clusters Score -1229896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1229904.875000 Penalty: 4653.775391
	Iteration 41Q: 3 clusters Score -1229905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1229914.625000 Penalty: 4653.775391
	Iteration 42Q: 3 clusters Score -1229915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1229928.125000 Penalty: 4653.775391
	Iteration 43Q: 3 clusters Score -1229928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1229936.125000 Penalty: 4653.775391
	Iteration 44Q: 3 clusters Score -1229936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1229943.500000 Penalty: 4653.775391
	Iteration 45Q: 3 clusters Score -1229944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1229961.000000 Penalty: 4653.775391
	Iteration 46Q: 3 clusters Score -1229961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1229976.750000 Penalty: 4653.775391
	Iteration 47Q: 3 clusters Score -1229977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1229987.750000 Penalty: 4653.775391
	Iteration 48Q: 3 clusters Score -1229988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1229997.875000 Penalty: 4653.775391
	Iteration 49Q: 3 clusters Score -1229998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1230014.000000 Penalty: 4653.775391
	Iteration 50Q: 3 clusters Score -1230014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1230028.375000 Penalty: 4653.775391
	Iteration 51Q: 3 clusters Score -1230028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1230037.375000 Penalty: 4653.775391
	Iteration 52Q: 3 clusters Score -1230037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1230048.250000 Penalty: 4653.775391
	Iteration 53Q: 3 clusters Score -1230048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1230050.750000 Penalty: 4653.775391
	Iteration 54Q: 3 clusters Score -1230051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1230060.000000 Penalty: 4653.775391
	Iteration 55Q: 3 clusters Score -1230060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1230063.125000 Penalty: 4653.775391
	Iteration 56Q: 3 clusters Score -1230063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1230069.375000 Penalty: 4653.775391
	Iteration 57Q: 3 clusters Score -1230069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1230074.250000 Penalty: 4653.775391
	Iteration 58Q: 3 clusters Score -1230074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1230083.000000 Penalty: 4653.775391
	Iteration 59Q: 3 clusters Score -1230083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1230093.625000 Penalty: 4653.775391
	Iteration 60F: 3 clusters Score -1230094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1230099.000000 Penalty: 4653.775391
	Iteration 61Q: 3 clusters Score -1230099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1230104.750000 Penalty: 4653.775391
	Iteration 62Q: 3 clusters Score -1230105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1230112.500000 Penalty: 4653.775391
	Iteration 63Q: 3 clusters Score -1230112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1230119.500000 Penalty: 4653.775391
	Iteration 64Q: 3 clusters Score -1230120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1230128.500000 Penalty: 4653.775391
	Iteration 65Q: 3 clusters Score -1230128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1230128.500000 Penalty: 4653.775391
	Iteration 66Q: 3 clusters Score -1230128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1230131.375000 Penalty: 4653.775391
	Iteration 67Q: 3 clusters Score -1230131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1230135.125000 Penalty: 4653.775391
	Iteration 68Q: 3 clusters Score -1230135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1230136.625000 Penalty: 4653.775391
	Iteration 69Q: 3 clusters Score -1230137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1230135.750000 Penalty: 4653.775391
	Iteration 70Q: 3 clusters Score -1230136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1230135.875000 Penalty: 4653.775391
	Iteration 71Q: 3 clusters Score -1230136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1230137.750000 Penalty: 4653.775391
	Iteration 72Q: 3 clusters Score -1230138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1230136.000000 Penalty: 4653.775391
	Iteration 73Q: 3 clusters Score -1230136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1230138.125000 Penalty: 4653.775391
	Iteration 74Q: 3 clusters Score -1230138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1230137.750000 Penalty: 4653.775391
	Iteration 75Q: 3 clusters Score -1230138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1230139.125000 Penalty: 4653.775391
	Iteration 76Q: 3 clusters Score -1230139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1230141.125000 Penalty: 4653.775391
	Iteration 77Q: 3 clusters Score -1230141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1230141.375000 Penalty: 4653.775391
	Iteration 78Q: 3 clusters Score -1230141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1230142.125000 Penalty: 4653.775391
	Iteration 79Q: 3 clusters Score -1230142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1230142.375000 Penalty: 4653.775391
	Iteration 80F: 3 clusters Score -1230142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1230142.125000 Penalty: 4653.775391
	Iteration 81Q: 3 clusters Score -1230142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1230148.000000 Penalty: 4653.775391
	Iteration 82Q: 3 clusters Score -1230148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1230146.375000 Penalty: 4653.775391
	Iteration 83Q: 3 clusters Score -1230146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1230149.500000 Penalty: 4653.775391
	Iteration 84Q: 3 clusters Score -1230150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1230152.500000 Penalty: 4653.775391
	Iteration 85Q: 3 clusters Score -1230152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1230153.000000 Penalty: 4653.775391
	Iteration 86Q: 3 clusters Score -1230153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1230153.750000 Penalty: 4653.775391
	Iteration 87Q: 3 clusters Score -1230154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1230158.750000 Penalty: 4653.775391
	Iteration 88Q: 3 clusters Score -1230159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1230161.875000 Penalty: 4653.775391
	Iteration 89Q: 3 clusters Score -1230162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1230161.625000 Penalty: 4653.775391
	Iteration 90Q: 3 clusters Score -1230162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1230160.375000 Penalty: 4653.775391
	Iteration 91Q: 3 clusters Score -1230160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1230160.625000 Penalty: 4653.775391
	Iteration 92Q: 3 clusters Score -1230161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1230161.250000 Penalty: 4653.775391
	Iteration 93Q: 3 clusters Score -1230161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1230159.625000 Penalty: 4653.775391
	Iteration 94Q: 3 clusters Score -1230160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1230160.250000 Penalty: 4653.775391
	Iteration 95Q: 3 clusters Score -1230160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1230159.625000 Penalty: 4653.775391
	Iteration 96Q: 3 clusters Score -1230160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1230160.250000 Penalty: 4653.775391
	Iteration 97Q: 3 clusters Score -1230160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1230160.250000 Penalty: 4653.775391
	Iteration 98F: 3 clusters Score -1230160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -1262011.875000 Penalty: 2311.693604
	Iteration 0F: 2 clusters Score -1262012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1253606.000000 Penalty: 4623.387207
	Iteration 0F: 3 clusters Score -1253606 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1256094.625000 Penalty: 4623.387207
	Iteration 1F: 3 clusters Score -1256095 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1256461.625000 Penalty: 4623.387207
	Iteration 2F: 3 clusters Score -1256462 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1256741.750000 Penalty: 4623.387207
	Iteration 3F: 3 clusters Score -1256742 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1256987.000000 Penalty: 4623.387207
	Iteration 4Q: 3 clusters Score -1256987 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1257197.500000 Penalty: 4623.387207
	Iteration 5Q: 3 clusters Score -1257198 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1257396.500000 Penalty: 4623.387207
	Iteration 6Q: 3 clusters Score -1257396 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1257593.000000 Penalty: 4623.387207
	Iteration 7Q: 3 clusters Score -1257593 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1257802.000000 Penalty: 4623.387207
	Iteration 8Q: 3 clusters Score -1257802 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1258012.000000 Penalty: 4623.387207
	Iteration 9Q: 3 clusters Score -1258012 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1258243.000000 Penalty: 4623.387207
	Iteration 10Q: 3 clusters Score -1258243 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1258449.125000 Penalty: 4623.387207
	Iteration 11Q: 3 clusters Score -1258449 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1258660.125000 Penalty: 4623.387207
	Iteration 12Q: 3 clusters Score -1258660 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1258867.375000 Penalty: 4623.387207
	Iteration 13Q: 3 clusters Score -1258867 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1259082.875000 Penalty: 4623.387207
	Iteration 14Q: 3 clusters Score -1259083 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1259263.125000 Penalty: 4623.387207
	Iteration 15Q: 3 clusters Score -1259263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1259403.125000 Penalty: 4623.387207
	Iteration 16Q: 3 clusters Score -1259403 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1259521.625000 Penalty: 4623.387207
	Iteration 17Q: 3 clusters Score -1259522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1259629.000000 Penalty: 4623.387207
	Iteration 18Q: 3 clusters Score -1259629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1259724.875000 Penalty: 4623.387207
	Iteration 19Q: 3 clusters Score -1259725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1259784.625000 Penalty: 4623.387207
	Iteration 20F: 3 clusters Score -1259785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1259846.625000 Penalty: 4623.387207
	Iteration 21Q: 3 clusters Score -1259847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1259880.000000 Penalty: 4623.387207
	Iteration 22Q: 3 clusters Score -1259880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1259902.500000 Penalty: 4623.387207
	Iteration 23Q: 3 clusters Score -1259902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1259918.250000 Penalty: 4623.387207
	Iteration 24Q: 3 clusters Score -1259918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1259932.625000 Penalty: 4623.387207
	Iteration 25Q: 3 clusters Score -1259933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1259945.500000 Penalty: 4623.387207
	Iteration 26Q: 3 clusters Score -1259946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1259954.375000 Penalty: 4623.387207
	Iteration 27Q: 3 clusters Score -1259954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1259965.375000 Penalty: 4623.387207
	Iteration 28Q: 3 clusters Score -1259965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1259974.875000 Penalty: 4623.387207
	Iteration 29Q: 3 clusters Score -1259975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1259976.000000 Penalty: 4623.387207
	Iteration 30Q: 3 clusters Score -1259976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1259979.500000 Penalty: 4623.387207
	Iteration 31Q: 3 clusters Score -1259980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1259979.500000 Penalty: 4623.387207
	Iteration 32F: 3 clusters Score -1259980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -587892.437500 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -587892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -582666.687500 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -582666.7 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -584161.250000 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -584161.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -584505.312500 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -584505.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -584765.437500 Penalty: 4320.875488
	Iteration 3F: 3 clusters Score -584765.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -584979.937500 Penalty: 4320.875488
	Iteration 4F: 3 clusters Score -584979.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -585180.687500 Penalty: 4320.875488
	Iteration 5F: 3 clusters Score -585180.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -585372.562500 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -585372.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -585549.687500 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -585549.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -585705.375000 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -585705.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -585824.375000 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -585824.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -585912.500000 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -585912.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -585981.625000 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -585981.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -586040.125000 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -586040.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -586084.000000 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -586084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -586129.187500 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -586129.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -586164.750000 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -586164.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -586198.125000 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -586198.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -586230.500000 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -586230.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -586281.125000 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -586281.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -586334.812500 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -586334.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -586384.937500 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -586384.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -586430.125000 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -586430.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -586460.312500 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -586460.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -586484.125000 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -586484.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -586509.625000 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -586509.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -586532.187500 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -586532.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -586546.687500 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -586546.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -586554.875000 Penalty: 4320.875488
	Iteration 27Q: 3 clusters Score -586554.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -586564.062500 Penalty: 4320.875488
	Iteration 28Q: 3 clusters Score -586564.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -586573.062500 Penalty: 4320.875488
	Iteration 29Q: 3 clusters Score -586573.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -586579.812500 Penalty: 4320.875488
	Iteration 30Q: 3 clusters Score -586579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -586589.625000 Penalty: 4320.875488
	Iteration 31Q: 3 clusters Score -586589.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -586598.187500 Penalty: 4320.875488
	Iteration 32Q: 3 clusters Score -586598.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -586602.875000 Penalty: 4320.875488
	Iteration 33Q: 3 clusters Score -586602.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -586607.375000 Penalty: 4320.875488
	Iteration 34Q: 3 clusters Score -586607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -586611.812500 Penalty: 4320.875488
	Iteration 35Q: 3 clusters Score -586611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -586616.187500 Penalty: 4320.875488
	Iteration 36Q: 3 clusters Score -586616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -586618.875000 Penalty: 4320.875488
	Iteration 37Q: 3 clusters Score -586618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -586623.625000 Penalty: 4320.875488
	Iteration 38Q: 3 clusters Score -586623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -586627.125000 Penalty: 4320.875488
	Iteration 39Q: 3 clusters Score -586627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -586631.000000 Penalty: 4320.875488
	Iteration 40F: 3 clusters Score -586631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -586637.062500 Penalty: 4320.875488
	Iteration 41Q: 3 clusters Score -586637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -586644.562500 Penalty: 4320.875488
	Iteration 42Q: 3 clusters Score -586644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -586652.312500 Penalty: 4320.875488
	Iteration 43Q: 3 clusters Score -586652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -586663.750000 Penalty: 4320.875488
	Iteration 44Q: 3 clusters Score -586663.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -586681.375000 Penalty: 4320.875488
	Iteration 45Q: 3 clusters Score -586681.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -586705.687500 Penalty: 4320.875488
	Iteration 46Q: 3 clusters Score -586705.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -586722.812500 Penalty: 4320.875488
	Iteration 47Q: 3 clusters Score -586722.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -586747.187500 Penalty: 4320.875488
	Iteration 48Q: 3 clusters Score -586747.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -586776.500000 Penalty: 4320.875488
	Iteration 49Q: 3 clusters Score -586776.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -586799.312500 Penalty: 4320.875488
	Iteration 50Q: 3 clusters Score -586799.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -586816.250000 Penalty: 4320.875488
	Iteration 51Q: 3 clusters Score -586816.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -586826.937500 Penalty: 4320.875488
	Iteration 52Q: 3 clusters Score -586826.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -586842.562500 Penalty: 4320.875488
	Iteration 53Q: 3 clusters Score -586842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -586851.687500 Penalty: 4320.875488
	Iteration 54Q: 3 clusters Score -586851.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -586861.812500 Penalty: 4320.875488
	Iteration 55Q: 3 clusters Score -586861.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -586879.437500 Penalty: 4320.875488
	Iteration 56Q: 3 clusters Score -586879.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -586898.500000 Penalty: 4320.875488
	Iteration 57Q: 3 clusters Score -586898.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -586910.750000 Penalty: 4320.875488
	Iteration 58Q: 3 clusters Score -586910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -586919.875000 Penalty: 4320.875488
	Iteration 59Q: 3 clusters Score -586919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -586929.937500 Penalty: 4320.875488
	Iteration 60F: 3 clusters Score -586929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -586937.687500 Penalty: 4320.875488
	Iteration 61Q: 3 clusters Score -586937.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -586938.562500 Penalty: 4320.875488
	Iteration 62Q: 3 clusters Score -586938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -586941.625000 Penalty: 4320.875488
	Iteration 63Q: 3 clusters Score -586941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -586941.437500 Penalty: 4320.875488
	Iteration 64Q: 3 clusters Score -586941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -586943.500000 Penalty: 4320.875488
	Iteration 65Q: 3 clusters Score -586943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -586943.875000 Penalty: 4320.875488
	Iteration 66Q: 3 clusters Score -586943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -586943.500000 Penalty: 4320.875488
	Iteration 67Q: 3 clusters Score -586943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -586943.500000 Penalty: 4320.875488
	Iteration 68F: 3 clusters Score -586943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (15295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Entering Unmasked Estep 
Score: -1748273.250000 Penalty: 2389.549805
	Iteration 0F: 2 clusters Score -1748273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1737277.000000 Penalty: 4779.099609
	Iteration 0F: 3 clusters Score -1737277 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1740693.750000 Penalty: 4779.099609
	Iteration 1F: 3 clusters Score -1740694 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1741010.625000 Penalty: 4779.099609
	Iteration 2F: 3 clusters Score -1741011 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1741288.500000 Penalty: 4779.099609
	Iteration 3Q: 3 clusters Score -1741288 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1741596.375000 Penalty: 4779.099609
	Iteration 4Q: 3 clusters Score -1741596 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1741922.125000 Penalty: 4779.099609
	Iteration 5Q: 3 clusters Score -1741922 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1742333.875000 Penalty: 4779.099609
	Iteration 6Q: 3 clusters Score -1742334 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1742877.625000 Penalty: 4779.099609
	Iteration 7F: 3 clusters Score -1742878 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1743443.875000 Penalty: 4779.099609
	Iteration 8F: 3 clusters Score -1743444 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1743971.250000 Penalty: 4779.099609
	Iteration 9F: 3 clusters Score -1743971 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1744404.250000 Penalty: 4779.099609
	Iteration 10Q: 3 clusters Score -1744404 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1744719.500000 Penalty: 4779.099609
	Iteration 11Q: 3 clusters Score -1744720 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1744954.500000 Penalty: 4779.099609
	Iteration 12Q: 3 clusters Score -1744954 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1745116.750000 Penalty: 4779.099609
	Iteration 13Q: 3 clusters Score -1745117 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1745252.625000 Penalty: 4779.099609
	Iteration 14Q: 3 clusters Score -1745253 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1745431.375000 Penalty: 4779.099609
	Iteration 15Q: 3 clusters Score -1745431 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1745628.875000 Penalty: 4779.099609
	Iteration 16Q: 3 clusters Score -1745629 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1745865.375000 Penalty: 4779.099609
	Iteration 17Q: 3 clusters Score -1745865 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1746138.000000 Penalty: 4779.099609
	Iteration 18Q: 3 clusters Score -1746138 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1746361.500000 Penalty: 4779.099609
	Iteration 19Q: 3 clusters Score -1746362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1746526.500000 Penalty: 4779.099609
	Iteration 20F: 3 clusters Score -1746526 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1746643.000000 Penalty: 4779.099609
	Iteration 21Q: 3 clusters Score -1746643 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1746705.750000 Penalty: 4779.099609
	Iteration 22Q: 3 clusters Score -1746706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1746751.250000 Penalty: 4779.099609
	Iteration 23Q: 3 clusters Score -1746751 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1746783.875000 Penalty: 4779.099609
	Iteration 24Q: 3 clusters Score -1746784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1746807.750000 Penalty: 4779.099609
	Iteration 25Q: 3 clusters Score -1746808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1746816.250000 Penalty: 4779.099609
	Iteration 26Q: 3 clusters Score -1746816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1746829.875000 Penalty: 4779.099609
	Iteration 27Q: 3 clusters Score -1746830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1746834.250000 Penalty: 4779.099609
	Iteration 28Q: 3 clusters Score -1746834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1746835.250000 Penalty: 4779.099609
	Iteration 29Q: 3 clusters Score -1746835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1746840.875000 Penalty: 4779.099609
	Iteration 30Q: 3 clusters Score -1746841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1746843.750000 Penalty: 4779.099609
	Iteration 31Q: 3 clusters Score -1746844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1746848.375000 Penalty: 4779.099609
	Iteration 32Q: 3 clusters Score -1746848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1746851.250000 Penalty: 4779.099609
	Iteration 33Q: 3 clusters Score -1746851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1746852.375000 Penalty: 4779.099609
	Iteration 34Q: 3 clusters Score -1746852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1746850.375000 Penalty: 4779.099609
	Iteration 35Q: 3 clusters Score -1746850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1746855.625000 Penalty: 4779.099609
	Iteration 36Q: 3 clusters Score -1746856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1746856.500000 Penalty: 4779.099609
	Iteration 37Q: 3 clusters Score -1746856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1746856.625000 Penalty: 4779.099609
	Iteration 38Q: 3 clusters Score -1746857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1746859.500000 Penalty: 4779.099609
	Iteration 39Q: 3 clusters Score -1746860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1746858.750000 Penalty: 4779.099609
	Iteration 40F: 3 clusters Score -1746859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Entering Unmasked Estep 
Score: -2732626.250000 Penalty: 2500.411133
	Iteration 0F: 2 clusters Score -2732626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2716079.750000 Penalty: 5000.822266
	Iteration 0F: 3 clusters Score -2716080 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2721739.250000 Penalty: 5000.822266
	Iteration 1F: 3 clusters Score -2721739 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2722212.250000 Penalty: 5000.822266
	Iteration 2F: 3 clusters Score -2722212 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2722686.750000 Penalty: 5000.822266
	Iteration 3Q: 3 clusters Score -2722687 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2723230.250000 Penalty: 5000.822266
	Iteration 4Q: 3 clusters Score -2723230 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2723905.750000 Penalty: 5000.822266
	Iteration 5Q: 3 clusters Score -2723906 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2724725.750000 Penalty: 5000.822266
	Iteration 6Q: 3 clusters Score -2724726 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2725556.000000 Penalty: 5000.822266
	Iteration 7Q: 3 clusters Score -2725556 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2726320.500000 Penalty: 5000.822266
	Iteration 8Q: 3 clusters Score -2726320 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2727029.250000 Penalty: 5000.822266
	Iteration 9Q: 3 clusters Score -2727029 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2727646.000000 Penalty: 5000.822266
	Iteration 10Q: 3 clusters Score -2727646 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2728179.750000 Penalty: 5000.822266
	Iteration 11Q: 3 clusters Score -2728180 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2728635.750000 Penalty: 5000.822266
	Iteration 12Q: 3 clusters Score -2728636 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2728971.000000 Penalty: 5000.822266
	Iteration 13Q: 3 clusters Score -2728971 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2729221.500000 Penalty: 5000.822266
	Iteration 14Q: 3 clusters Score -2729222 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2729465.000000 Penalty: 5000.822266
	Iteration 15Q: 3 clusters Score -2729465 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2729660.000000 Penalty: 5000.822266
	Iteration 16Q: 3 clusters Score -2729660 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2729860.000000 Penalty: 5000.822266
	Iteration 17Q: 3 clusters Score -2729860 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2730046.750000 Penalty: 5000.822266
	Iteration 18Q: 3 clusters Score -2730047 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2730185.000000 Penalty: 5000.822266
	Iteration 19Q: 3 clusters Score -2730185 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2730309.000000 Penalty: 5000.822266
	Iteration 20F: 3 clusters Score -2730309 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2730445.750000 Penalty: 5000.822266
	Iteration 21Q: 3 clusters Score -2730446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2730549.500000 Penalty: 5000.822266
	Iteration 22Q: 3 clusters Score -2730550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2730635.500000 Penalty: 5000.822266
	Iteration 23Q: 3 clusters Score -2730636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2730725.500000 Penalty: 5000.822266
	Iteration 24Q: 3 clusters Score -2730726 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2730807.500000 Penalty: 5000.822266
	Iteration 25Q: 3 clusters Score -2730808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2730865.500000 Penalty: 5000.822266
	Iteration 26Q: 3 clusters Score -2730866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2730900.250000 Penalty: 5000.822266
	Iteration 27Q: 3 clusters Score -2730900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2730933.750000 Penalty: 5000.822266
	Iteration 28Q: 3 clusters Score -2730934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2730965.750000 Penalty: 5000.822266
	Iteration 29Q: 3 clusters Score -2730966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2730991.250000 Penalty: 5000.822266
	Iteration 30Q: 3 clusters Score -2730991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2731023.500000 Penalty: 5000.822266
	Iteration 31Q: 3 clusters Score -2731024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2731047.500000 Penalty: 5000.822266
	Iteration 32Q: 3 clusters Score -2731048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2731072.000000 Penalty: 5000.822266
	Iteration 33Q: 3 clusters Score -2731072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2731095.250000 Penalty: 5000.822266
	Iteration 34Q: 3 clusters Score -2731095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2731112.500000 Penalty: 5000.822266
	Iteration 35Q: 3 clusters Score -2731112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2731135.250000 Penalty: 5000.822266
	Iteration 36Q: 3 clusters Score -2731135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2731147.250000 Penalty: 5000.822266
	Iteration 37Q: 3 clusters Score -2731147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2731161.500000 Penalty: 5000.822266
	Iteration 38Q: 3 clusters Score -2731162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2731174.000000 Penalty: 5000.822266
	Iteration 39Q: 3 clusters Score -2731174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2731195.500000 Penalty: 5000.822266
	Iteration 40F: 3 clusters Score -2731196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2731218.750000 Penalty: 5000.822266
	Iteration 41Q: 3 clusters Score -2731219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2731234.250000 Penalty: 5000.822266
	Iteration 42Q: 3 clusters Score -2731234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2731259.000000 Penalty: 5000.822266
	Iteration 43Q: 3 clusters Score -2731259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2731279.500000 Penalty: 5000.822266
	Iteration 44Q: 3 clusters Score -2731280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2731291.500000 Penalty: 5000.822266
	Iteration 45Q: 3 clusters Score -2731292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2731304.250000 Penalty: 5000.822266
	Iteration 46Q: 3 clusters Score -2731304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2731331.250000 Penalty: 5000.822266
	Iteration 47Q: 3 clusters Score -2731331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2731343.000000 Penalty: 5000.822266
	Iteration 48Q: 3 clusters Score -2731343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2731349.750000 Penalty: 5000.822266
	Iteration 49Q: 3 clusters Score -2731350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2731360.250000 Penalty: 5000.822266
	Iteration 50Q: 3 clusters Score -2731360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2731359.000000 Penalty: 5000.822266
	Iteration 51Q: 3 clusters Score -2731359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2731365.750000 Penalty: 5000.822266
	Iteration 52Q: 3 clusters Score -2731366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2731369.250000 Penalty: 5000.822266
	Iteration 53Q: 3 clusters Score -2731369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2731375.500000 Penalty: 5000.822266
	Iteration 54Q: 3 clusters Score -2731376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2731385.250000 Penalty: 5000.822266
	Iteration 55Q: 3 clusters Score -2731385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2731386.500000 Penalty: 5000.822266
	Iteration 56Q: 3 clusters Score -2731386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2731389.250000 Penalty: 5000.822266
	Iteration 57Q: 3 clusters Score -2731389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2731395.000000 Penalty: 5000.822266
	Iteration 58Q: 3 clusters Score -2731395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2731394.000000 Penalty: 5000.822266
	Iteration 59Q: 3 clusters Score -2731394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2731397.000000 Penalty: 5000.822266
	Iteration 60F: 3 clusters Score -2731397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2731399.500000 Penalty: 5000.822266
	Iteration 61Q: 3 clusters Score -2731400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2731400.750000 Penalty: 5000.822266
	Iteration 62Q: 3 clusters Score -2731401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2731400.250000 Penalty: 5000.822266
	Iteration 63Q: 3 clusters Score -2731400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2731400.250000 Penalty: 5000.822266
	Iteration 64F: 3 clusters Score -2731400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -723981.250000 Penalty: 2174.220215
	Iteration 0F: 2 clusters Score -723981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -718545.812500 Penalty: 4348.440430
	Iteration 0F: 3 clusters Score -718545.8 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -719918.750000 Penalty: 4348.440430
	Iteration 1F: 3 clusters Score -719918.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -720204.312500 Penalty: 4348.440430
	Iteration 2F: 3 clusters Score -720204.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -720379.937500 Penalty: 4348.440430
	Iteration 3F: 3 clusters Score -720379.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -720518.375000 Penalty: 4348.440430
	Iteration 4Q: 3 clusters Score -720518.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -720641.937500 Penalty: 4348.440430
	Iteration 5Q: 3 clusters Score -720641.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -720732.500000 Penalty: 4348.440430
	Iteration 6Q: 3 clusters Score -720732.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -720819.687500 Penalty: 4348.440430
	Iteration 7Q: 3 clusters Score -720819.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -720900.750000 Penalty: 4348.440430
	Iteration 8Q: 3 clusters Score -720900.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -720972.812500 Penalty: 4348.440430
	Iteration 9Q: 3 clusters Score -720972.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -721044.062500 Penalty: 4348.440430
	Iteration 10Q: 3 clusters Score -721044.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -721097.062500 Penalty: 4348.440430
	Iteration 11Q: 3 clusters Score -721097.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -721148.437500 Penalty: 4348.440430
	Iteration 12Q: 3 clusters Score -721148.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -721197.062500 Penalty: 4348.440430
	Iteration 13Q: 3 clusters Score -721197.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -721234.875000 Penalty: 4348.440430
	Iteration 14Q: 3 clusters Score -721234.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -721278.375000 Penalty: 4348.440430
	Iteration 15Q: 3 clusters Score -721278.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -721322.125000 Penalty: 4348.440430
	Iteration 16Q: 3 clusters Score -721322.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -721357.437500 Penalty: 4348.440430
	Iteration 17Q: 3 clusters Score -721357.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -721388.125000 Penalty: 4348.440430
	Iteration 18Q: 3 clusters Score -721388.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -721415.812500 Penalty: 4348.440430
	Iteration 19Q: 3 clusters Score -721415.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -721442.312500 Penalty: 4348.440430
	Iteration 20F: 3 clusters Score -721442.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -721478.125000 Penalty: 4348.440430
	Iteration 21Q: 3 clusters Score -721478.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -721517.250000 Penalty: 4348.440430
	Iteration 22Q: 3 clusters Score -721517.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -721573.125000 Penalty: 4348.440430
	Iteration 23Q: 3 clusters Score -721573.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -721627.562500 Penalty: 4348.440430
	Iteration 24Q: 3 clusters Score -721627.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -721679.937500 Penalty: 4348.440430
	Iteration 25Q: 3 clusters Score -721679.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -721745.437500 Penalty: 4348.440430
	Iteration 26Q: 3 clusters Score -721745.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -721819.125000 Penalty: 4348.440430
	Iteration 27Q: 3 clusters Score -721819.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -721908.937500 Penalty: 4348.440430
	Iteration 28Q: 3 clusters Score -721908.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -722009.250000 Penalty: 4348.440430
	Iteration 29Q: 3 clusters Score -722009.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -722105.625000 Penalty: 4348.440430
	Iteration 30Q: 3 clusters Score -722105.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -722205.000000 Penalty: 4348.440430
	Iteration 31Q: 3 clusters Score -722205 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -722299.500000 Penalty: 4348.440430
	Iteration 32Q: 3 clusters Score -722299.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -722334.750000 Penalty: 4348.440430
	Iteration 33Q: 3 clusters Score -722334.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -722359.875000 Penalty: 4348.440430
	Iteration 34Q: 3 clusters Score -722359.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -722377.500000 Penalty: 4348.440430
	Iteration 35Q: 3 clusters Score -722377.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -722394.250000 Penalty: 4348.440430
	Iteration 36Q: 3 clusters Score -722394.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -722404.375000 Penalty: 4348.440430
	Iteration 37Q: 3 clusters Score -722404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -722411.937500 Penalty: 4348.440430
	Iteration 38Q: 3 clusters Score -722411.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -722420.437500 Penalty: 4348.440430
	Iteration 39Q: 3 clusters Score -722420.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -722427.750000 Penalty: 4348.440430
	Iteration 40F: 3 clusters Score -722427.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -722438.812500 Penalty: 4348.440430
	Iteration 41Q: 3 clusters Score -722438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -722447.687500 Penalty: 4348.440430
	Iteration 42Q: 3 clusters Score -722447.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -722457.750000 Penalty: 4348.440430
	Iteration 43Q: 3 clusters Score -722457.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -722462.625000 Penalty: 4348.440430
	Iteration 44Q: 3 clusters Score -722462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -722466.125000 Penalty: 4348.440430
	Iteration 45Q: 3 clusters Score -722466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -722466.687500 Penalty: 4348.440430
	Iteration 46Q: 3 clusters Score -722466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -722469.437500 Penalty: 4348.440430
	Iteration 47Q: 3 clusters Score -722469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -722469.750000 Penalty: 4348.440430
	Iteration 48Q: 3 clusters Score -722469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -722469.750000 Penalty: 4348.440430
	Iteration 49F: 3 clusters Score -722469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30051.152344 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30051.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28787.640625 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28787.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28886.599609 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28909.587891 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -28909.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28929.310547 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -28929.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28940.531250 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -28940.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28961.699219 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -28961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28970.994141 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -28970.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28983.474609 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -28983.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28989.865234 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -28989.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28992.794922 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -28992.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29002.982422 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -29002.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29010.132812 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -29010.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29029.082031 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -29029.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29042.521484 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -29042.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29078.996094 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -29079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29101.167969 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -29101.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29150.904297 Penalty: 2871.820312
	Iteration 16Q: 3 clusters Score -29150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29218.351562 Penalty: 2871.820312
	Iteration 17Q: 3 clusters Score -29218.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29241.896484 Penalty: 2871.820312
	Iteration 18Q: 3 clusters Score -29241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29244.197266 Penalty: 2871.820312
	Iteration 19Q: 3 clusters Score -29244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29246.296875 Penalty: 2871.820312
	Iteration 20F: 3 clusters Score -29246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29280.451172 Penalty: 2871.820312
	Iteration 21Q: 3 clusters Score -29280.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29326.781250 Penalty: 2871.820312
	Iteration 22Q: 3 clusters Score -29326.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29331.419922 Penalty: 2871.820312
	Iteration 23F: 3 clusters Score -29331.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29345.050781 Penalty: 2871.820312
	Iteration 24Q: 3 clusters Score -29345.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29353.673828 Penalty: 2871.820312
	Iteration 25Q: 3 clusters Score -29353.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29380.835938 Penalty: 2871.820312
	Iteration 26Q: 3 clusters Score -29380.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29392.646484 Penalty: 2871.820312
	Iteration 27Q: 3 clusters Score -29392.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29428.669922 Penalty: 2871.820312
	Iteration 28Q: 3 clusters Score -29428.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29451.925781 Penalty: 2871.820312
	Iteration 29Q: 3 clusters Score -29451.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29475.347656 Penalty: 2871.820312
	Iteration 30Q: 3 clusters Score -29475.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29554.798828 Penalty: 2871.820312
	Iteration 31Q: 3 clusters Score -29554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29583.199219 Penalty: 2871.820312
	Iteration 32Q: 3 clusters Score -29583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29586.656250 Penalty: 2871.820312
	Iteration 33F: 3 clusters Score -29586.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29620.335938 Penalty: 2871.820312
	Iteration 34Q: 3 clusters Score -29620.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29627.833984 Penalty: 2871.820312
	Iteration 35Q: 3 clusters Score -29627.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29653.568359 Penalty: 2871.820312
	Iteration 36Q: 3 clusters Score -29653.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29653.568359 Penalty: 2871.820312
	Iteration 37F: 3 clusters Score -29653.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (22768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Entering Unmasked Estep 
Score: -2356908.250000 Penalty: 2488.211670
	Iteration 0F: 2 clusters Score -2356908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2340937.250000 Penalty: 4976.423340
	Iteration 0F: 3 clusters Score -2340937 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2346586.500000 Penalty: 4976.423340
	Iteration 1F: 3 clusters Score -2346586 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2347184.000000 Penalty: 4976.423340
	Iteration 2F: 3 clusters Score -2347184 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2347698.500000 Penalty: 4976.423340
	Iteration 3F: 3 clusters Score -2347698 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2348154.000000 Penalty: 4976.423340
	Iteration 4Q: 3 clusters Score -2348154 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2348613.250000 Penalty: 4976.423340
	Iteration 5Q: 3 clusters Score -2348613 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2349130.500000 Penalty: 4976.423340
	Iteration 6Q: 3 clusters Score -2349130 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2349612.000000 Penalty: 4976.423340
	Iteration 7Q: 3 clusters Score -2349612 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2350145.000000 Penalty: 4976.423340
	Iteration 8Q: 3 clusters Score -2350145 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2350662.250000 Penalty: 4976.423340
	Iteration 9Q: 3 clusters Score -2350662 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2351183.250000 Penalty: 4976.423340
	Iteration 10Q: 3 clusters Score -2351183 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2351719.500000 Penalty: 4976.423340
	Iteration 11Q: 3 clusters Score -2351720 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2352186.250000 Penalty: 4976.423340
	Iteration 12Q: 3 clusters Score -2352186 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2352619.500000 Penalty: 4976.423340
	Iteration 13Q: 3 clusters Score -2352620 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2353039.750000 Penalty: 4976.423340
	Iteration 14Q: 3 clusters Score -2353040 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2353390.000000 Penalty: 4976.423340
	Iteration 15Q: 3 clusters Score -2353390 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2353694.250000 Penalty: 4976.423340
	Iteration 16Q: 3 clusters Score -2353694 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2353909.250000 Penalty: 4976.423340
	Iteration 17Q: 3 clusters Score -2353909 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2354098.000000 Penalty: 4976.423340
	Iteration 18Q: 3 clusters Score -2354098 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2354240.000000 Penalty: 4976.423340
	Iteration 19Q: 3 clusters Score -2354240 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2354390.750000 Penalty: 4976.423340
	Iteration 20F: 3 clusters Score -2354391 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2354513.000000 Penalty: 4976.423340
	Iteration 21Q: 3 clusters Score -2354513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2354597.000000 Penalty: 4976.423340
	Iteration 22Q: 3 clusters Score -2354597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2354673.750000 Penalty: 4976.423340
	Iteration 23Q: 3 clusters Score -2354674 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2354728.500000 Penalty: 4976.423340
	Iteration 24Q: 3 clusters Score -2354728 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2354779.750000 Penalty: 4976.423340
	Iteration 25Q: 3 clusters Score -2354780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2354827.500000 Penalty: 4976.423340
	Iteration 26Q: 3 clusters Score -2354828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2354867.750000 Penalty: 4976.423340
	Iteration 27Q: 3 clusters Score -2354868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2354899.500000 Penalty: 4976.423340
	Iteration 28Q: 3 clusters Score -2354900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2354923.250000 Penalty: 4976.423340
	Iteration 29Q: 3 clusters Score -2354923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2354949.250000 Penalty: 4976.423340
	Iteration 30Q: 3 clusters Score -2354949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2354969.000000 Penalty: 4976.423340
	Iteration 31Q: 3 clusters Score -2354969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2354986.750000 Penalty: 4976.423340
	Iteration 32Q: 3 clusters Score -2354987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2354992.250000 Penalty: 4976.423340
	Iteration 33Q: 3 clusters Score -2354992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2354994.250000 Penalty: 4976.423340
	Iteration 34Q: 3 clusters Score -2354994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2355001.500000 Penalty: 4976.423340
	Iteration 35Q: 3 clusters Score -2355002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2355008.750000 Penalty: 4976.423340
	Iteration 36Q: 3 clusters Score -2355009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2355012.750000 Penalty: 4976.423340
	Iteration 37Q: 3 clusters Score -2355013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2355015.500000 Penalty: 4976.423340
	Iteration 38Q: 3 clusters Score -2355016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2355024.000000 Penalty: 4976.423340
	Iteration 39Q: 3 clusters Score -2355024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2355034.750000 Penalty: 4976.423340
	Iteration 40F: 3 clusters Score -2355035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2355039.000000 Penalty: 4976.423340
	Iteration 41Q: 3 clusters Score -2355039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2355051.250000 Penalty: 4976.423340
	Iteration 42Q: 3 clusters Score -2355051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2355062.000000 Penalty: 4976.423340
	Iteration 43Q: 3 clusters Score -2355062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2355072.500000 Penalty: 4976.423340
	Iteration 44Q: 3 clusters Score -2355072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2355068.750000 Penalty: 4976.423340
	Iteration 45Q: 3 clusters Score -2355069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2355077.000000 Penalty: 4976.423340
	Iteration 46Q: 3 clusters Score -2355077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2355089.000000 Penalty: 4976.423340
	Iteration 47Q: 3 clusters Score -2355089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2355094.250000 Penalty: 4976.423340
	Iteration 48Q: 3 clusters Score -2355094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2355099.750000 Penalty: 4976.423340
	Iteration 49Q: 3 clusters Score -2355100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2355109.750000 Penalty: 4976.423340
	Iteration 50Q: 3 clusters Score -2355110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2355116.750000 Penalty: 4976.423340
	Iteration 51Q: 3 clusters Score -2355117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2355119.000000 Penalty: 4976.423340
	Iteration 52Q: 3 clusters Score -2355119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2355120.250000 Penalty: 4976.423340
	Iteration 53Q: 3 clusters Score -2355120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2355129.500000 Penalty: 4976.423340
	Iteration 54Q: 3 clusters Score -2355130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2355132.750000 Penalty: 4976.423340
	Iteration 55Q: 3 clusters Score -2355133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2355136.250000 Penalty: 4976.423340
	Iteration 56Q: 3 clusters Score -2355136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2355139.750000 Penalty: 4976.423340
	Iteration 57Q: 3 clusters Score -2355140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2355144.500000 Penalty: 4976.423340
	Iteration 58Q: 3 clusters Score -2355144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2355142.250000 Penalty: 4976.423340
	Iteration 59Q: 3 clusters Score -2355142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2355142.750000 Penalty: 4976.423340
	Iteration 60F: 3 clusters Score -2355143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2355143.500000 Penalty: 4976.423340
	Iteration 61Q: 3 clusters Score -2355144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2355146.750000 Penalty: 4976.423340
	Iteration 62Q: 3 clusters Score -2355147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2355160.000000 Penalty: 4976.423340
	Iteration 63Q: 3 clusters Score -2355160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2355162.500000 Penalty: 4976.423340
	Iteration 64Q: 3 clusters Score -2355162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2355167.000000 Penalty: 4976.423340
	Iteration 65Q: 3 clusters Score -2355167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2355163.000000 Penalty: 4976.423340
	Iteration 66Q: 3 clusters Score -2355163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2355164.750000 Penalty: 4976.423340
	Iteration 67Q: 3 clusters Score -2355165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2355164.750000 Penalty: 4976.423340
	Iteration 68F: 3 clusters Score -2355165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -369667.406250 Penalty: 2059.575928
	Iteration 0F: 2 clusters Score -369667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -365743.875000 Penalty: 4119.151855
	Iteration 0F: 3 clusters Score -365743.9 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -366805.000000 Penalty: 4119.151855
	Iteration 1F: 3 clusters Score -366805 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -367146.312500 Penalty: 4119.151855
	Iteration 2F: 3 clusters Score -367146.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -367369.156250 Penalty: 4119.151855
	Iteration 3F: 3 clusters Score -367369.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -367615.593750 Penalty: 4119.151855
	Iteration 4F: 3 clusters Score -367615.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -367864.812500 Penalty: 4119.151855
	Iteration 5F: 3 clusters Score -367864.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -368100.843750 Penalty: 4119.151855
	Iteration 6F: 3 clusters Score -368100.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -368281.000000 Penalty: 4119.151855
	Iteration 7Q: 3 clusters Score -368281 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -368416.812500 Penalty: 4119.151855
	Iteration 8Q: 3 clusters Score -368416.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -368505.843750 Penalty: 4119.151855
	Iteration 9Q: 3 clusters Score -368505.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -368569.156250 Penalty: 4119.151855
	Iteration 10Q: 3 clusters Score -368569.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -368609.562500 Penalty: 4119.151855
	Iteration 11Q: 3 clusters Score -368609.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -368640.281250 Penalty: 4119.151855
	Iteration 12Q: 3 clusters Score -368640.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -368657.062500 Penalty: 4119.151855
	Iteration 13Q: 3 clusters Score -368657.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -368669.187500 Penalty: 4119.151855
	Iteration 14Q: 3 clusters Score -368669.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -368680.031250 Penalty: 4119.151855
	Iteration 15Q: 3 clusters Score -368680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -368689.625000 Penalty: 4119.151855
	Iteration 16Q: 3 clusters Score -368689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -368698.156250 Penalty: 4119.151855
	Iteration 17Q: 3 clusters Score -368698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368708.312500 Penalty: 4119.151855
	Iteration 18Q: 3 clusters Score -368708.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368718.906250 Penalty: 4119.151855
	Iteration 19Q: 3 clusters Score -368718.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368726.437500 Penalty: 4119.151855
	Iteration 20F: 3 clusters Score -368726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368729.156250 Penalty: 4119.151855
	Iteration 21Q: 3 clusters Score -368729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368733.343750 Penalty: 4119.151855
	Iteration 22Q: 3 clusters Score -368733.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -368739.531250 Penalty: 4119.151855
	Iteration 23Q: 3 clusters Score -368739.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368747.625000 Penalty: 4119.151855
	Iteration 24Q: 3 clusters Score -368747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -368754.531250 Penalty: 4119.151855
	Iteration 25Q: 3 clusters Score -368754.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368760.187500 Penalty: 4119.151855
	Iteration 26Q: 3 clusters Score -368760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -368767.468750 Penalty: 4119.151855
	Iteration 27Q: 3 clusters Score -368767.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368772.343750 Penalty: 4119.151855
	Iteration 28Q: 3 clusters Score -368772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -368774.375000 Penalty: 4119.151855
	Iteration 29Q: 3 clusters Score -368774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368777.843750 Penalty: 4119.151855
	Iteration 30Q: 3 clusters Score -368777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -368778.656250 Penalty: 4119.151855
	Iteration 31Q: 3 clusters Score -368778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368778.937500 Penalty: 4119.151855
	Iteration 32Q: 3 clusters Score -368778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368778.968750 Penalty: 4119.151855
	Iteration 33Q: 3 clusters Score -368779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368779.718750 Penalty: 4119.151855
	Iteration 34Q: 3 clusters Score -368779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368780.156250 Penalty: 4119.151855
	Iteration 35Q: 3 clusters Score -368780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368781.031250 Penalty: 4119.151855
	Iteration 36Q: 3 clusters Score -368781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368783.343750 Penalty: 4119.151855
	Iteration 37Q: 3 clusters Score -368783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368786.156250 Penalty: 4119.151855
	Iteration 38Q: 3 clusters Score -368786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368791.531250 Penalty: 4119.151855
	Iteration 39Q: 3 clusters Score -368791.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -368796.187500 Penalty: 4119.151855
	Iteration 40F: 3 clusters Score -368796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368799.843750 Penalty: 4119.151855
	Iteration 41Q: 3 clusters Score -368799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -368801.250000 Penalty: 4119.151855
	Iteration 42Q: 3 clusters Score -368801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -368802.312500 Penalty: 4119.151855
	Iteration 43Q: 3 clusters Score -368802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368802.625000 Penalty: 4119.151855
	Iteration 44Q: 3 clusters Score -368802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368803.906250 Penalty: 4119.151855
	Iteration 45Q: 3 clusters Score -368803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368804.250000 Penalty: 4119.151855
	Iteration 46Q: 3 clusters Score -368804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368805.093750 Penalty: 4119.151855
	Iteration 47Q: 3 clusters Score -368805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -368806.718750 Penalty: 4119.151855
	Iteration 48Q: 3 clusters Score -368806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -368807.593750 Penalty: 4119.151855
	Iteration 49Q: 3 clusters Score -368807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368808.093750 Penalty: 4119.151855
	Iteration 50Q: 3 clusters Score -368808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368809.593750 Penalty: 4119.151855
	Iteration 51Q: 3 clusters Score -368809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -368809.593750 Penalty: 4119.151855
	Iteration 52Q: 3 clusters Score -368809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -368809.593750 Penalty: 4119.151855
	Iteration 53F: 3 clusters Score -368809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -765073.187500 Penalty: 2213.050781
	Iteration 0F: 2 clusters Score -765073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -759078.000000 Penalty: 4426.101562
	Iteration 0F: 3 clusters Score -759078 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -760792.750000 Penalty: 4426.101562
	Iteration 1F: 3 clusters Score -760792.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -761141.062500 Penalty: 4426.101562
	Iteration 2F: 3 clusters Score -761141.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -761403.437500 Penalty: 4426.101562
	Iteration 3F: 3 clusters Score -761403.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -761639.000000 Penalty: 4426.101562
	Iteration 4Q: 3 clusters Score -761639 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -761866.937500 Penalty: 4426.101562
	Iteration 5Q: 3 clusters Score -761866.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -762086.062500 Penalty: 4426.101562
	Iteration 6Q: 3 clusters Score -762086.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -762362.375000 Penalty: 4426.101562
	Iteration 7Q: 3 clusters Score -762362.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -762624.312500 Penalty: 4426.101562
	Iteration 8Q: 3 clusters Score -762624.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -762859.875000 Penalty: 4426.101562
	Iteration 9Q: 3 clusters Score -762859.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -763061.187500 Penalty: 4426.101562
	Iteration 10Q: 3 clusters Score -763061.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -763226.375000 Penalty: 4426.101562
	Iteration 11Q: 3 clusters Score -763226.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -763344.062500 Penalty: 4426.101562
	Iteration 12Q: 3 clusters Score -763344.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -763420.437500 Penalty: 4426.101562
	Iteration 13Q: 3 clusters Score -763420.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -763474.687500 Penalty: 4426.101562
	Iteration 14Q: 3 clusters Score -763474.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -763519.312500 Penalty: 4426.101562
	Iteration 15Q: 3 clusters Score -763519.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -763555.687500 Penalty: 4426.101562
	Iteration 16Q: 3 clusters Score -763555.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -763582.750000 Penalty: 4426.101562
	Iteration 17Q: 3 clusters Score -763582.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -763604.187500 Penalty: 4426.101562
	Iteration 18Q: 3 clusters Score -763604.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -763622.625000 Penalty: 4426.101562
	Iteration 19Q: 3 clusters Score -763622.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -763644.437500 Penalty: 4426.101562
	Iteration 20F: 3 clusters Score -763644.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -763665.250000 Penalty: 4426.101562
	Iteration 21Q: 3 clusters Score -763665.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -763690.250000 Penalty: 4426.101562
	Iteration 22Q: 3 clusters Score -763690.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -763729.437500 Penalty: 4426.101562
	Iteration 23Q: 3 clusters Score -763729.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -763763.687500 Penalty: 4426.101562
	Iteration 24Q: 3 clusters Score -763763.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -763801.000000 Penalty: 4426.101562
	Iteration 25Q: 3 clusters Score -763801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -763840.312500 Penalty: 4426.101562
	Iteration 26Q: 3 clusters Score -763840.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -763870.500000 Penalty: 4426.101562
	Iteration 27Q: 3 clusters Score -763870.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -763900.437500 Penalty: 4426.101562
	Iteration 28Q: 3 clusters Score -763900.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -763916.312500 Penalty: 4426.101562
	Iteration 29Q: 3 clusters Score -763916.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -763932.937500 Penalty: 4426.101562
	Iteration 30Q: 3 clusters Score -763932.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -763947.250000 Penalty: 4426.101562
	Iteration 31Q: 3 clusters Score -763947.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -763955.250000 Penalty: 4426.101562
	Iteration 32Q: 3 clusters Score -763955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -763961.187500 Penalty: 4426.101562
	Iteration 33Q: 3 clusters Score -763961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -763967.000000 Penalty: 4426.101562
	Iteration 34Q: 3 clusters Score -763967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -763968.562500 Penalty: 4426.101562
	Iteration 35Q: 3 clusters Score -763968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -763972.312500 Penalty: 4426.101562
	Iteration 36Q: 3 clusters Score -763972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -763975.812500 Penalty: 4426.101562
	Iteration 37Q: 3 clusters Score -763975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -763974.687500 Penalty: 4426.101562
	Iteration 38Q: 3 clusters Score -763974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -763978.000000 Penalty: 4426.101562
	Iteration 39Q: 3 clusters Score -763978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -763976.312500 Penalty: 4426.101562
	Iteration 40F: 3 clusters Score -763976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -763979.437500 Penalty: 4426.101562
	Iteration 41Q: 3 clusters Score -763979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -763981.875000 Penalty: 4426.101562
	Iteration 42Q: 3 clusters Score -763981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -763983.000000 Penalty: 4426.101562
	Iteration 43Q: 3 clusters Score -763983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -763983.312500 Penalty: 4426.101562
	Iteration 44Q: 3 clusters Score -763983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -763985.687500 Penalty: 4426.101562
	Iteration 45Q: 3 clusters Score -763985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -763986.687500 Penalty: 4426.101562
	Iteration 46Q: 3 clusters Score -763986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -763989.187500 Penalty: 4426.101562
	Iteration 47Q: 3 clusters Score -763989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -763990.875000 Penalty: 4426.101562
	Iteration 48Q: 3 clusters Score -763990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -763990.187500 Penalty: 4426.101562
	Iteration 49Q: 3 clusters Score -763990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -763990.187500 Penalty: 4426.101562
	Iteration 50F: 3 clusters Score -763990.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (27974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Entering Unmasked Estep 
Score: -2916852.500000 Penalty: 2539.279541
	Iteration 0F: 2 clusters Score -2916852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2897545.250000 Penalty: 5078.559082
	Iteration 0F: 3 clusters Score -2897545 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2904736.250000 Penalty: 5078.559082
	Iteration 1F: 3 clusters Score -2904736 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2905507.500000 Penalty: 5078.559082
	Iteration 2F: 3 clusters Score -2905508 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2906298.500000 Penalty: 5078.559082
	Iteration 3F: 3 clusters Score -2906298 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2907015.250000 Penalty: 5078.559082
	Iteration 4F: 3 clusters Score -2907015 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2907700.750000 Penalty: 5078.559082
	Iteration 5F: 3 clusters Score -2907701 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2908314.000000 Penalty: 5078.559082
	Iteration 6Q: 3 clusters Score -2908314 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2908852.250000 Penalty: 5078.559082
	Iteration 7Q: 3 clusters Score -2908852 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2909333.000000 Penalty: 5078.559082
	Iteration 8Q: 3 clusters Score -2909333 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2909806.500000 Penalty: 5078.559082
	Iteration 9Q: 3 clusters Score -2909806 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2910204.250000 Penalty: 5078.559082
	Iteration 10Q: 3 clusters Score -2910204 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2910574.250000 Penalty: 5078.559082
	Iteration 11Q: 3 clusters Score -2910574 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2910925.000000 Penalty: 5078.559082
	Iteration 12Q: 3 clusters Score -2910925 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2911262.500000 Penalty: 5078.559082
	Iteration 13Q: 3 clusters Score -2911262 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2911502.250000 Penalty: 5078.559082
	Iteration 14Q: 3 clusters Score -2911502 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2911687.000000 Penalty: 5078.559082
	Iteration 15Q: 3 clusters Score -2911687 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2911810.750000 Penalty: 5078.559082
	Iteration 16Q: 3 clusters Score -2911811 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2911927.000000 Penalty: 5078.559082
	Iteration 17Q: 3 clusters Score -2911927 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2912047.000000 Penalty: 5078.559082
	Iteration 18Q: 3 clusters Score -2912047 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2912181.000000 Penalty: 5078.559082
	Iteration 19Q: 3 clusters Score -2912181 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2912301.250000 Penalty: 5078.559082
	Iteration 20F: 3 clusters Score -2912301 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2912446.000000 Penalty: 5078.559082
	Iteration 21Q: 3 clusters Score -2912446 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2912613.500000 Penalty: 5078.559082
	Iteration 22Q: 3 clusters Score -2912614 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2912790.000000 Penalty: 5078.559082
	Iteration 23Q: 3 clusters Score -2912790 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2912939.750000 Penalty: 5078.559082
	Iteration 24Q: 3 clusters Score -2912940 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2913068.250000 Penalty: 5078.559082
	Iteration 25Q: 3 clusters Score -2913068 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2913195.750000 Penalty: 5078.559082
	Iteration 26Q: 3 clusters Score -2913196 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2913327.000000 Penalty: 5078.559082
	Iteration 27Q: 3 clusters Score -2913327 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2913448.750000 Penalty: 5078.559082
	Iteration 28Q: 3 clusters Score -2913449 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2913565.750000 Penalty: 5078.559082
	Iteration 29Q: 3 clusters Score -2913566 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2913697.250000 Penalty: 5078.559082
	Iteration 30Q: 3 clusters Score -2913697 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2913815.000000 Penalty: 5078.559082
	Iteration 31Q: 3 clusters Score -2913815 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2913906.250000 Penalty: 5078.559082
	Iteration 32Q: 3 clusters Score -2913906 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2914038.750000 Penalty: 5078.559082
	Iteration 33Q: 3 clusters Score -2914039 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2914153.500000 Penalty: 5078.559082
	Iteration 34Q: 3 clusters Score -2914154 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2914269.500000 Penalty: 5078.559082
	Iteration 35Q: 3 clusters Score -2914270 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2914351.000000 Penalty: 5078.559082
	Iteration 36Q: 3 clusters Score -2914351 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2914443.500000 Penalty: 5078.559082
	Iteration 37Q: 3 clusters Score -2914444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2914530.000000 Penalty: 5078.559082
	Iteration 38Q: 3 clusters Score -2914530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2914605.000000 Penalty: 5078.559082
	Iteration 39Q: 3 clusters Score -2914605 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2914654.000000 Penalty: 5078.559082
	Iteration 40F: 3 clusters Score -2914654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2914709.250000 Penalty: 5078.559082
	Iteration 41Q: 3 clusters Score -2914709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2914759.250000 Penalty: 5078.559082
	Iteration 42Q: 3 clusters Score -2914759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2914806.750000 Penalty: 5078.559082
	Iteration 43Q: 3 clusters Score -2914807 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2914846.250000 Penalty: 5078.559082
	Iteration 44Q: 3 clusters Score -2914846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2914885.250000 Penalty: 5078.559082
	Iteration 45Q: 3 clusters Score -2914885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2914918.000000 Penalty: 5078.559082
	Iteration 46Q: 3 clusters Score -2914918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2914941.000000 Penalty: 5078.559082
	Iteration 47Q: 3 clusters Score -2914941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2914956.750000 Penalty: 5078.559082
	Iteration 48Q: 3 clusters Score -2914957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2914976.250000 Penalty: 5078.559082
	Iteration 49Q: 3 clusters Score -2914976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2914996.250000 Penalty: 5078.559082
	Iteration 50Q: 3 clusters Score -2914996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2915005.750000 Penalty: 5078.559082
	Iteration 51Q: 3 clusters Score -2915006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2915016.000000 Penalty: 5078.559082
	Iteration 52Q: 3 clusters Score -2915016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2915028.750000 Penalty: 5078.559082
	Iteration 53Q: 3 clusters Score -2915029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2915035.500000 Penalty: 5078.559082
	Iteration 54Q: 3 clusters Score -2915036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2915033.250000 Penalty: 5078.559082
	Iteration 55Q: 3 clusters Score -2915033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2915044.750000 Penalty: 5078.559082
	Iteration 56Q: 3 clusters Score -2915045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2915046.000000 Penalty: 5078.559082
	Iteration 57Q: 3 clusters Score -2915046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2915048.250000 Penalty: 5078.559082
	Iteration 58Q: 3 clusters Score -2915048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2915047.750000 Penalty: 5078.559082
	Iteration 59Q: 3 clusters Score -2915048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2915053.000000 Penalty: 5078.559082
	Iteration 60F: 3 clusters Score -2915053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2915048.750000 Penalty: 5078.559082
	Iteration 61Q: 3 clusters Score -2915049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2915048.500000 Penalty: 5078.559082
	Iteration 62Q: 3 clusters Score -2915048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2915048.500000 Penalty: 5078.559082
	Iteration 63F: 3 clusters Score -2915048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -305464.468750 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -305464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -302365.125000 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -302365.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302968.000000 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -302968 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -303143.000000 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -303143 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -303256.750000 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -303256.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -303378.812500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -303378.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -303537.968750 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -303538 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -303692.531250 Penalty: 3925.650391
	Iteration 6F: 3 clusters Score -303692.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -303861.750000 Penalty: 3925.650391
	Iteration 7F: 3 clusters Score -303861.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -303976.000000 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -303976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -304020.031250 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -304020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -304053.343750 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -304053.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -304075.437500 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -304075.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -304089.875000 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -304089.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -304103.468750 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -304103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -304114.812500 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -304114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -304121.781250 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -304121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -304123.125000 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -304123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -304126.250000 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -304126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -304131.218750 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -304131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -304135.906250 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -304135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -304137.968750 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -304138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -304138.687500 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -304138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -304139.875000 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -304139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -304139.875000 Penalty: 3925.650391
	Iteration 23F: 3 clusters Score -304139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -848200.250000 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -848200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -841998.500000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -841998.5 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -843727.750000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -843727.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -844173.437500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -844173.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -844677.000000 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -844677 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -845235.187500 Penalty: 4447.186035
	Iteration 4F: 3 clusters Score -845235.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -845752.500000 Penalty: 4447.186035
	Iteration 5F: 3 clusters Score -845752.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -846132.937500 Penalty: 4447.186035
	Iteration 6F: 3 clusters Score -846132.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -846376.062500 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -846376.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -846550.312500 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -846550.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -846663.125000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -846663.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -846731.812500 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -846731.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -846779.625000 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -846779.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -846805.250000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -846805.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -846824.875000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -846824.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -846841.562500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -846841.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -846846.562500 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -846846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -846850.562500 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -846850.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -846852.375000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -846852.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -846859.437500 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -846859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -846863.187500 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -846863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -846867.375000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -846867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -846870.250000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -846870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -846873.562500 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -846873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -846876.750000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -846876.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -846878.187500 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -846878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -846877.187500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -846877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -846878.250000 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -846878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -846880.062500 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -846880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -846880.750000 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -846880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -846880.687500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -846880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -846883.625000 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -846883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -846883.750000 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -846883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -846886.125000 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -846886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -846886.812500 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -846886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -846886.750000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -846886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -846888.125000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -846888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -846888.125000 Penalty: 4447.186035
	Iteration 36F: 3 clusters Score -846888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -765186.312500 Penalty: 2207.808838
	Iteration 0F: 2 clusters Score -765186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -759189.562500 Penalty: 4415.617676
	Iteration 0F: 3 clusters Score -759189.6 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -760853.062500 Penalty: 4415.617676
	Iteration 1F: 3 clusters Score -760853.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -761294.812500 Penalty: 4415.617676
	Iteration 2F: 3 clusters Score -761294.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -761690.562500 Penalty: 4415.617676
	Iteration 3F: 3 clusters Score -761690.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -762088.187500 Penalty: 4415.617676
	Iteration 4F: 3 clusters Score -762088.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -762493.500000 Penalty: 4415.617676
	Iteration 5F: 3 clusters Score -762493.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -762809.562500 Penalty: 4415.617676
	Iteration 6F: 3 clusters Score -762809.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -763077.250000 Penalty: 4415.617676
	Iteration 7Q: 3 clusters Score -763077.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -763294.437500 Penalty: 4415.617676
	Iteration 8Q: 3 clusters Score -763294.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -763438.062500 Penalty: 4415.617676
	Iteration 9Q: 3 clusters Score -763438.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -763541.312500 Penalty: 4415.617676
	Iteration 10Q: 3 clusters Score -763541.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -763617.562500 Penalty: 4415.617676
	Iteration 11Q: 3 clusters Score -763617.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -763682.312500 Penalty: 4415.617676
	Iteration 12Q: 3 clusters Score -763682.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -763736.062500 Penalty: 4415.617676
	Iteration 13Q: 3 clusters Score -763736.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -763781.812500 Penalty: 4415.617676
	Iteration 14Q: 3 clusters Score -763781.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -763826.500000 Penalty: 4415.617676
	Iteration 15Q: 3 clusters Score -763826.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -763863.312500 Penalty: 4415.617676
	Iteration 16Q: 3 clusters Score -763863.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -763911.500000 Penalty: 4415.617676
	Iteration 17Q: 3 clusters Score -763911.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -763964.812500 Penalty: 4415.617676
	Iteration 18Q: 3 clusters Score -763964.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -764014.750000 Penalty: 4415.617676
	Iteration 19Q: 3 clusters Score -764014.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -764053.937500 Penalty: 4415.617676
	Iteration 20F: 3 clusters Score -764053.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -764086.562500 Penalty: 4415.617676
	Iteration 21Q: 3 clusters Score -764086.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -764122.312500 Penalty: 4415.617676
	Iteration 22Q: 3 clusters Score -764122.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -764161.687500 Penalty: 4415.617676
	Iteration 23Q: 3 clusters Score -764161.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -764202.375000 Penalty: 4415.617676
	Iteration 24Q: 3 clusters Score -764202.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -764226.437500 Penalty: 4415.617676
	Iteration 25Q: 3 clusters Score -764226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -764241.750000 Penalty: 4415.617676
	Iteration 26Q: 3 clusters Score -764241.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -764252.500000 Penalty: 4415.617676
	Iteration 27Q: 3 clusters Score -764252.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -764260.187500 Penalty: 4415.617676
	Iteration 28Q: 3 clusters Score -764260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -764266.250000 Penalty: 4415.617676
	Iteration 29Q: 3 clusters Score -764266.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -764269.625000 Penalty: 4415.617676
	Iteration 30Q: 3 clusters Score -764269.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -764275.875000 Penalty: 4415.617676
	Iteration 31Q: 3 clusters Score -764275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -764278.062500 Penalty: 4415.617676
	Iteration 32Q: 3 clusters Score -764278.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -764283.125000 Penalty: 4415.617676
	Iteration 33Q: 3 clusters Score -764283.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -764286.875000 Penalty: 4415.617676
	Iteration 34Q: 3 clusters Score -764286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -764289.562500 Penalty: 4415.617676
	Iteration 35Q: 3 clusters Score -764289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -764292.437500 Penalty: 4415.617676
	Iteration 36Q: 3 clusters Score -764292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -764289.687500 Penalty: 4415.617676
	Iteration 37Q: 3 clusters Score -764289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -764292.750000 Penalty: 4415.617676
	Iteration 38Q: 3 clusters Score -764292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -764292.312500 Penalty: 4415.617676
	Iteration 39Q: 3 clusters Score -764292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -764292.312500 Penalty: 4415.617676
	Iteration 40F: 3 clusters Score -764292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -775692.875000 Penalty: 2215.286865
	Iteration 0F: 2 clusters Score -775692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -769624.687500 Penalty: 4430.573730
	Iteration 0F: 3 clusters Score -769624.7 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -771358.875000 Penalty: 4430.573730
	Iteration 1F: 3 clusters Score -771358.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -771795.687500 Penalty: 4430.573730
	Iteration 2F: 3 clusters Score -771795.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -772177.750000 Penalty: 4430.573730
	Iteration 3F: 3 clusters Score -772177.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -772560.000000 Penalty: 4430.573730
	Iteration 4F: 3 clusters Score -772560 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -772889.187500 Penalty: 4430.573730
	Iteration 5F: 3 clusters Score -772889.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -773107.375000 Penalty: 4430.573730
	Iteration 6Q: 3 clusters Score -773107.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -773264.250000 Penalty: 4430.573730
	Iteration 7Q: 3 clusters Score -773264.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -773369.375000 Penalty: 4430.573730
	Iteration 8Q: 3 clusters Score -773369.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -773440.250000 Penalty: 4430.573730
	Iteration 9Q: 3 clusters Score -773440.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -773486.937500 Penalty: 4430.573730
	Iteration 10Q: 3 clusters Score -773486.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -773521.125000 Penalty: 4430.573730
	Iteration 11Q: 3 clusters Score -773521.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -773553.000000 Penalty: 4430.573730
	Iteration 12Q: 3 clusters Score -773553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -773580.562500 Penalty: 4430.573730
	Iteration 13Q: 3 clusters Score -773580.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -773601.500000 Penalty: 4430.573730
	Iteration 14Q: 3 clusters Score -773601.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -773616.312500 Penalty: 4430.573730
	Iteration 15Q: 3 clusters Score -773616.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -773625.000000 Penalty: 4430.573730
	Iteration 16Q: 3 clusters Score -773625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -773637.187500 Penalty: 4430.573730
	Iteration 17Q: 3 clusters Score -773637.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -773643.500000 Penalty: 4430.573730
	Iteration 18Q: 3 clusters Score -773643.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -773645.625000 Penalty: 4430.573730
	Iteration 19Q: 3 clusters Score -773645.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -773651.250000 Penalty: 4430.573730
	Iteration 20F: 3 clusters Score -773651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -773652.875000 Penalty: 4430.573730
	Iteration 21Q: 3 clusters Score -773652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -773655.187500 Penalty: 4430.573730
	Iteration 22Q: 3 clusters Score -773655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -773654.937500 Penalty: 4430.573730
	Iteration 23Q: 3 clusters Score -773654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -773656.562500 Penalty: 4430.573730
	Iteration 24Q: 3 clusters Score -773656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -773657.500000 Penalty: 4430.573730
	Iteration 25Q: 3 clusters Score -773657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -773658.812500 Penalty: 4430.573730
	Iteration 26Q: 3 clusters Score -773658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -773660.625000 Penalty: 4430.573730
	Iteration 27Q: 3 clusters Score -773660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -773659.375000 Penalty: 4430.573730
	Iteration 28Q: 3 clusters Score -773659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -773659.625000 Penalty: 4430.573730
	Iteration 29Q: 3 clusters Score -773659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -773659.625000 Penalty: 4430.573730
	Iteration 30F: 3 clusters Score -773659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -461247.031250 Penalty: 2095.330811
	Iteration 0F: 2 clusters Score -461247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456932.406250 Penalty: 4190.661621
	Iteration 0F: 3 clusters Score -456932.4 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -458084.906250 Penalty: 4190.661621
	Iteration 1F: 3 clusters Score -458084.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -458430.781250 Penalty: 4190.661621
	Iteration 2F: 3 clusters Score -458430.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -458703.906250 Penalty: 4190.661621
	Iteration 3F: 3 clusters Score -458703.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -458903.718750 Penalty: 4190.661621
	Iteration 4F: 3 clusters Score -458903.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -459050.750000 Penalty: 4190.661621
	Iteration 5Q: 3 clusters Score -459050.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -459168.750000 Penalty: 4190.661621
	Iteration 6Q: 3 clusters Score -459168.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -459259.375000 Penalty: 4190.661621
	Iteration 7Q: 3 clusters Score -459259.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -459325.093750 Penalty: 4190.661621
	Iteration 8Q: 3 clusters Score -459325.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -459357.468750 Penalty: 4190.661621
	Iteration 9Q: 3 clusters Score -459357.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -459376.718750 Penalty: 4190.661621
	Iteration 10Q: 3 clusters Score -459376.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -459388.687500 Penalty: 4190.661621
	Iteration 11Q: 3 clusters Score -459388.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -459400.312500 Penalty: 4190.661621
	Iteration 12Q: 3 clusters Score -459400.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -459410.500000 Penalty: 4190.661621
	Iteration 13Q: 3 clusters Score -459410.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -459418.968750 Penalty: 4190.661621
	Iteration 14Q: 3 clusters Score -459419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -459424.062500 Penalty: 4190.661621
	Iteration 15Q: 3 clusters Score -459424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -459426.812500 Penalty: 4190.661621
	Iteration 16Q: 3 clusters Score -459426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -459430.250000 Penalty: 4190.661621
	Iteration 17Q: 3 clusters Score -459430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -459431.125000 Penalty: 4190.661621
	Iteration 18Q: 3 clusters Score -459431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -459432.687500 Penalty: 4190.661621
	Iteration 19Q: 3 clusters Score -459432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -459433.875000 Penalty: 4190.661621
	Iteration 20F: 3 clusters Score -459433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -459434.781250 Penalty: 4190.661621
	Iteration 21Q: 3 clusters Score -459434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -459434.781250 Penalty: 4190.661621
	Iteration 22F: 3 clusters Score -459434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -738424.875000 Penalty: 2208.348145
	Iteration 0F: 2 clusters Score -738424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -732445.437500 Penalty: 4416.696289
	Iteration 0F: 3 clusters Score -732445.4 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -734102.687500 Penalty: 4416.696289
	Iteration 1F: 3 clusters Score -734102.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -734483.812500 Penalty: 4416.696289
	Iteration 2F: 3 clusters Score -734483.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -734762.687500 Penalty: 4416.696289
	Iteration 3F: 3 clusters Score -734762.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -734958.125000 Penalty: 4416.696289
	Iteration 4F: 3 clusters Score -734958.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -735116.187500 Penalty: 4416.696289
	Iteration 5Q: 3 clusters Score -735116.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -735243.687500 Penalty: 4416.696289
	Iteration 6Q: 3 clusters Score -735243.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -735343.750000 Penalty: 4416.696289
	Iteration 7Q: 3 clusters Score -735343.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -735430.187500 Penalty: 4416.696289
	Iteration 8Q: 3 clusters Score -735430.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -735486.250000 Penalty: 4416.696289
	Iteration 9Q: 3 clusters Score -735486.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -735537.437500 Penalty: 4416.696289
	Iteration 10Q: 3 clusters Score -735537.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -735577.250000 Penalty: 4416.696289
	Iteration 11Q: 3 clusters Score -735577.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -735614.625000 Penalty: 4416.696289
	Iteration 12Q: 3 clusters Score -735614.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -735650.562500 Penalty: 4416.696289
	Iteration 13Q: 3 clusters Score -735650.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -735682.250000 Penalty: 4416.696289
	Iteration 14Q: 3 clusters Score -735682.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -735730.062500 Penalty: 4416.696289
	Iteration 15Q: 3 clusters Score -735730.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -735771.000000 Penalty: 4416.696289
	Iteration 16Q: 3 clusters Score -735771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -735801.875000 Penalty: 4416.696289
	Iteration 17Q: 3 clusters Score -735801.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -735832.187500 Penalty: 4416.696289
	Iteration 18Q: 3 clusters Score -735832.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -735861.312500 Penalty: 4416.696289
	Iteration 19Q: 3 clusters Score -735861.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -735892.625000 Penalty: 4416.696289
	Iteration 20F: 3 clusters Score -735892.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -735929.812500 Penalty: 4416.696289
	Iteration 21Q: 3 clusters Score -735929.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -735976.437500 Penalty: 4416.696289
	Iteration 22Q: 3 clusters Score -735976.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -736019.125000 Penalty: 4416.696289
	Iteration 23Q: 3 clusters Score -736019.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -736051.437500 Penalty: 4416.696289
	Iteration 24Q: 3 clusters Score -736051.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -736083.562500 Penalty: 4416.696289
	Iteration 25Q: 3 clusters Score -736083.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -736106.750000 Penalty: 4416.696289
	Iteration 26Q: 3 clusters Score -736106.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -736129.375000 Penalty: 4416.696289
	Iteration 27Q: 3 clusters Score -736129.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -736154.062500 Penalty: 4416.696289
	Iteration 28Q: 3 clusters Score -736154.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -736184.937500 Penalty: 4416.696289
	Iteration 29Q: 3 clusters Score -736184.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -736204.812500 Penalty: 4416.696289
	Iteration 30Q: 3 clusters Score -736204.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -736212.375000 Penalty: 4416.696289
	Iteration 31Q: 3 clusters Score -736212.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -736223.750000 Penalty: 4416.696289
	Iteration 32Q: 3 clusters Score -736223.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -736232.750000 Penalty: 4416.696289
	Iteration 33Q: 3 clusters Score -736232.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -736244.062500 Penalty: 4416.696289
	Iteration 34Q: 3 clusters Score -736244.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -736254.937500 Penalty: 4416.696289
	Iteration 35Q: 3 clusters Score -736254.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -736262.750000 Penalty: 4416.696289
	Iteration 36Q: 3 clusters Score -736262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -736266.375000 Penalty: 4416.696289
	Iteration 37Q: 3 clusters Score -736266.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -736272.125000 Penalty: 4416.696289
	Iteration 38Q: 3 clusters Score -736272.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -736276.437500 Penalty: 4416.696289
	Iteration 39Q: 3 clusters Score -736276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -736275.062500 Penalty: 4416.696289
	Iteration 40F: 3 clusters Score -736275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -736276.687500 Penalty: 4416.696289
	Iteration 41Q: 3 clusters Score -736276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -736277.187500 Penalty: 4416.696289
	Iteration 42Q: 3 clusters Score -736277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -736279.437500 Penalty: 4416.696289
	Iteration 43Q: 3 clusters Score -736279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -736278.312500 Penalty: 4416.696289
	Iteration 44Q: 3 clusters Score -736278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -736278.562500 Penalty: 4416.696289
	Iteration 45Q: 3 clusters Score -736278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -736278.562500 Penalty: 4416.696289
	Iteration 46F: 3 clusters Score -736278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -378207.968750 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -378208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -374472.375000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -374472.4 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -375463.593750 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -375463.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -375778.406250 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -375778.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -376012.031250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -376012 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -376228.750000 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -376228.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -376386.968750 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -376387 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -376493.781250 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -376493.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -376582.312500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -376582.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -376669.312500 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -376669.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -376753.906250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -376753.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -376815.031250 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -376815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -376866.750000 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -376866.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -376918.812500 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -376918.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -376971.250000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -376971.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -377025.937500 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -377025.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -377068.906250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -377068.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -377112.031250 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -377112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -377164.562500 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -377164.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -377210.968750 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -377211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -377255.218750 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -377255.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -377285.843750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -377285.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -377316.593750 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -377316.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -377340.312500 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -377340.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -377360.687500 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -377360.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -377379.531250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -377379.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -377400.343750 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -377400.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -377419.718750 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -377419.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -377433.968750 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -377434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -377454.656250 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -377454.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -377486.187500 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -377486.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -377513.093750 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -377513.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -377540.218750 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -377540.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -377563.000000 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -377563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -377588.468750 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -377588.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -377604.906250 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -377604.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -377615.750000 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -377615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -377626.125000 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -377626.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -377632.906250 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -377632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -377636.062500 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -377636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -377642.968750 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -377643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -377649.968750 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -377650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -377657.468750 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -377657.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -377663.812500 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -377663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -377668.437500 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -377668.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -377678.250000 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -377678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -377684.968750 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -377685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -377690.156250 Penalty: 4082.102051
	Iteration 46Q: 3 clusters Score -377690.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -377702.906250 Penalty: 4082.102051
	Iteration 47Q: 3 clusters Score -377702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -377710.906250 Penalty: 4082.102051
	Iteration 48Q: 3 clusters Score -377710.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -377715.281250 Penalty: 4082.102051
	Iteration 49Q: 3 clusters Score -377715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -377720.937500 Penalty: 4082.102051
	Iteration 50Q: 3 clusters Score -377720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -377724.125000 Penalty: 4082.102051
	Iteration 51Q: 3 clusters Score -377724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -377728.000000 Penalty: 4082.102051
	Iteration 52Q: 3 clusters Score -377728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -377734.468750 Penalty: 4082.102051
	Iteration 53Q: 3 clusters Score -377734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -377736.531250 Penalty: 4082.102051
	Iteration 54Q: 3 clusters Score -377736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -377738.687500 Penalty: 4082.102051
	Iteration 55Q: 3 clusters Score -377738.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -377740.625000 Penalty: 4082.102051
	Iteration 56Q: 3 clusters Score -377740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -377743.812500 Penalty: 4082.102051
	Iteration 57Q: 3 clusters Score -377743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -377743.875000 Penalty: 4082.102051
	Iteration 58Q: 3 clusters Score -377743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -377744.750000 Penalty: 4082.102051
	Iteration 59Q: 3 clusters Score -377744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -377746.125000 Penalty: 4082.102051
	Iteration 60F: 3 clusters Score -377746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -377747.312500 Penalty: 4082.102051
	Iteration 61Q: 3 clusters Score -377747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -377748.062500 Penalty: 4082.102051
	Iteration 62Q: 3 clusters Score -377748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -377748.375000 Penalty: 4082.102051
	Iteration 63Q: 3 clusters Score -377748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -377750.437500 Penalty: 4082.102051
	Iteration 64Q: 3 clusters Score -377750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -377751.343750 Penalty: 4082.102051
	Iteration 65Q: 3 clusters Score -377751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -377751.343750 Penalty: 4082.102051
	Iteration 66F: 3 clusters Score -377751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -757216.812500 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -757216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -750642.250000 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -750642.2 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -752597.187500 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -752597.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -753044.312500 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -753044.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -753355.812500 Penalty: 4476.268066
	Iteration 3F: 3 clusters Score -753355.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -753617.812500 Penalty: 4476.268066
	Iteration 4F: 3 clusters Score -753617.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -753844.812500 Penalty: 4476.268066
	Iteration 5Q: 3 clusters Score -753844.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -754049.000000 Penalty: 4476.268066
	Iteration 6Q: 3 clusters Score -754049 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -754211.750000 Penalty: 4476.268066
	Iteration 7Q: 3 clusters Score -754211.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -754346.812500 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -754346.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -754470.375000 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -754470.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -754584.562500 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -754584.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -754689.937500 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -754689.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -754777.125000 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -754777.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -754839.312500 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -754839.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -754904.062500 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -754904.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -754949.187500 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -754949.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -754989.250000 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -754989.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -755017.437500 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -755017.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -755039.375000 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -755039.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -755058.375000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -755058.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -755085.062500 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -755085.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -755106.375000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -755106.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -755126.750000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -755126.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -755143.812500 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -755143.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -755167.187500 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -755167.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -755185.625000 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -755185.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -755197.125000 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -755197.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -755216.062500 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -755216.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -755233.125000 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -755233.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -755245.125000 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -755245.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -755253.875000 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -755253.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -755260.750000 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -755260.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -755265.375000 Penalty: 4476.268066
	Iteration 32Q: 3 clusters Score -755265.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -755269.187500 Penalty: 4476.268066
	Iteration 33Q: 3 clusters Score -755269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -755273.937500 Penalty: 4476.268066
	Iteration 34Q: 3 clusters Score -755273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -755275.375000 Penalty: 4476.268066
	Iteration 35Q: 3 clusters Score -755275.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -755280.500000 Penalty: 4476.268066
	Iteration 36Q: 3 clusters Score -755280.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -755281.500000 Penalty: 4476.268066
	Iteration 37Q: 3 clusters Score -755281.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -755286.625000 Penalty: 4476.268066
	Iteration 38Q: 3 clusters Score -755286.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -755291.687500 Penalty: 4476.268066
	Iteration 39Q: 3 clusters Score -755291.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -755296.000000 Penalty: 4476.268066
	Iteration 40F: 3 clusters Score -755296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -755303.187500 Penalty: 4476.268066
	Iteration 41Q: 3 clusters Score -755303.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -755312.437500 Penalty: 4476.268066
	Iteration 42Q: 3 clusters Score -755312.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -755318.812500 Penalty: 4476.268066
	Iteration 43Q: 3 clusters Score -755318.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -755325.437500 Penalty: 4476.268066
	Iteration 44Q: 3 clusters Score -755325.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -755339.562500 Penalty: 4476.268066
	Iteration 45Q: 3 clusters Score -755339.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -755351.812500 Penalty: 4476.268066
	Iteration 46Q: 3 clusters Score -755351.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -755361.125000 Penalty: 4476.268066
	Iteration 47Q: 3 clusters Score -755361.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -755374.375000 Penalty: 4476.268066
	Iteration 48Q: 3 clusters Score -755374.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -755387.812500 Penalty: 4476.268066
	Iteration 49Q: 3 clusters Score -755387.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -755402.000000 Penalty: 4476.268066
	Iteration 50Q: 3 clusters Score -755402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -755417.562500 Penalty: 4476.268066
	Iteration 51Q: 3 clusters Score -755417.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -755430.000000 Penalty: 4476.268066
	Iteration 52Q: 3 clusters Score -755430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -755440.937500 Penalty: 4476.268066
	Iteration 53Q: 3 clusters Score -755440.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -755452.562500 Penalty: 4476.268066
	Iteration 54Q: 3 clusters Score -755452.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -755462.062500 Penalty: 4476.268066
	Iteration 55Q: 3 clusters Score -755462.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -755481.625000 Penalty: 4476.268066
	Iteration 56Q: 3 clusters Score -755481.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -755498.312500 Penalty: 4476.268066
	Iteration 57Q: 3 clusters Score -755498.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -755519.750000 Penalty: 4476.268066
	Iteration 58Q: 3 clusters Score -755519.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -755532.937500 Penalty: 4476.268066
	Iteration 59Q: 3 clusters Score -755532.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -755554.875000 Penalty: 4476.268066
	Iteration 60F: 3 clusters Score -755554.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -755574.687500 Penalty: 4476.268066
	Iteration 61Q: 3 clusters Score -755574.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -755593.750000 Penalty: 4476.268066
	Iteration 62Q: 3 clusters Score -755593.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -755611.250000 Penalty: 4476.268066
	Iteration 63Q: 3 clusters Score -755611.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -755624.125000 Penalty: 4476.268066
	Iteration 64Q: 3 clusters Score -755624.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -755632.562500 Penalty: 4476.268066
	Iteration 65Q: 3 clusters Score -755632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -755637.625000 Penalty: 4476.268066
	Iteration 66Q: 3 clusters Score -755637.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -755646.687500 Penalty: 4476.268066
	Iteration 67Q: 3 clusters Score -755646.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -755649.312500 Penalty: 4476.268066
	Iteration 68Q: 3 clusters Score -755649.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -755651.437500 Penalty: 4476.268066
	Iteration 69Q: 3 clusters Score -755651.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -755656.937500 Penalty: 4476.268066
	Iteration 70Q: 3 clusters Score -755656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -755656.937500 Penalty: 4476.268066
	Iteration 71Q: 3 clusters Score -755656.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -755659.312500 Penalty: 4476.268066
	Iteration 72Q: 3 clusters Score -755659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -755662.000000 Penalty: 4476.268066
	Iteration 73Q: 3 clusters Score -755662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -755664.625000 Penalty: 4476.268066
	Iteration 74Q: 3 clusters Score -755664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -755668.437500 Penalty: 4476.268066
	Iteration 75Q: 3 clusters Score -755668.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -755668.750000 Penalty: 4476.268066
	Iteration 76Q: 3 clusters Score -755668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -755673.062500 Penalty: 4476.268066
	Iteration 77Q: 3 clusters Score -755673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -755672.812500 Penalty: 4476.268066
	Iteration 78Q: 3 clusters Score -755672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -755677.500000 Penalty: 4476.268066
	Iteration 79Q: 3 clusters Score -755677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -755678.625000 Penalty: 4476.268066
	Iteration 80F: 3 clusters Score -755678.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -755681.812500 Penalty: 4476.268066
	Iteration 81Q: 3 clusters Score -755681.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -755684.000000 Penalty: 4476.268066
	Iteration 82Q: 3 clusters Score -755684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -755685.875000 Penalty: 4476.268066
	Iteration 83Q: 3 clusters Score -755685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -755688.125000 Penalty: 4476.268066
	Iteration 84Q: 3 clusters Score -755688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -755688.500000 Penalty: 4476.268066
	Iteration 85Q: 3 clusters Score -755688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -755689.937500 Penalty: 4476.268066
	Iteration 86Q: 3 clusters Score -755689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -755689.937500 Penalty: 4476.268066
	Iteration 87F: 3 clusters Score -755689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -521297.468750 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -521297.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -516887.312500 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -516887.3 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -517998.187500 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -517998.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -518245.218750 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -518245.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -518408.093750 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -518408.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -518541.406250 Penalty: 4211.359375
	Iteration 4Q: 3 clusters Score -518541.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -518626.875000 Penalty: 4211.359375
	Iteration 5Q: 3 clusters Score -518626.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -518709.156250 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -518709.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -518786.562500 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -518786.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -518876.906250 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -518876.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -518984.187500 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -518984.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -519071.093750 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -519071.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -519157.062500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -519157.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -519225.375000 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -519225.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -519278.468750 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -519278.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -519339.437500 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -519339.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -519390.562500 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -519390.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -519443.125000 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -519443.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -519491.156250 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -519491.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -519558.468750 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -519558.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -519643.656250 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -519643.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -519750.281250 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -519750.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -519910.218750 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -519910.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -520056.031250 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -520056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -520188.062500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -520188.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -520282.500000 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -520282.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -520335.312500 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -520335.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -520381.687500 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -520381.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -520430.343750 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -520430.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -520466.343750 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -520466.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -520498.562500 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -520498.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -520530.000000 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -520530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -520550.000000 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -520550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -520565.781250 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -520565.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -520579.500000 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -520579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -520590.687500 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -520590.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -520604.562500 Penalty: 4211.359375
	Iteration 35Q: 3 clusters Score -520604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -520614.062500 Penalty: 4211.359375
	Iteration 36Q: 3 clusters Score -520614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -520620.843750 Penalty: 4211.359375
	Iteration 37Q: 3 clusters Score -520620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -520622.781250 Penalty: 4211.359375
	Iteration 38Q: 3 clusters Score -520622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -520625.125000 Penalty: 4211.359375
	Iteration 39Q: 3 clusters Score -520625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -520625.906250 Penalty: 4211.359375
	Iteration 40F: 3 clusters Score -520625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -520629.906250 Penalty: 4211.359375
	Iteration 41Q: 3 clusters Score -520629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -520631.468750 Penalty: 4211.359375
	Iteration 42Q: 3 clusters Score -520631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -520634.031250 Penalty: 4211.359375
	Iteration 43Q: 3 clusters Score -520634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -520636.250000 Penalty: 4211.359375
	Iteration 44Q: 3 clusters Score -520636.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -520640.843750 Penalty: 4211.359375
	Iteration 45Q: 3 clusters Score -520640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -520643.906250 Penalty: 4211.359375
	Iteration 46Q: 3 clusters Score -520643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -520646.656250 Penalty: 4211.359375
	Iteration 47Q: 3 clusters Score -520646.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -520651.218750 Penalty: 4211.359375
	Iteration 48Q: 3 clusters Score -520651.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -520657.156250 Penalty: 4211.359375
	Iteration 49Q: 3 clusters Score -520657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -520662.718750 Penalty: 4211.359375
	Iteration 50Q: 3 clusters Score -520662.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -520666.375000 Penalty: 4211.359375
	Iteration 51Q: 3 clusters Score -520666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -520671.968750 Penalty: 4211.359375
	Iteration 52Q: 3 clusters Score -520672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -520682.125000 Penalty: 4211.359375
	Iteration 53Q: 3 clusters Score -520682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -520690.718750 Penalty: 4211.359375
	Iteration 54Q: 3 clusters Score -520690.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -520695.062500 Penalty: 4211.359375
	Iteration 55Q: 3 clusters Score -520695.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -520700.656250 Penalty: 4211.359375
	Iteration 56Q: 3 clusters Score -520700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -520705.906250 Penalty: 4211.359375
	Iteration 57Q: 3 clusters Score -520705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -520706.093750 Penalty: 4211.359375
	Iteration 58Q: 3 clusters Score -520706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -520707.812500 Penalty: 4211.359375
	Iteration 59Q: 3 clusters Score -520707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -520710.156250 Penalty: 4211.359375
	Iteration 60F: 3 clusters Score -520710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -520709.750000 Penalty: 4211.359375
	Iteration 61Q: 3 clusters Score -520709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -520709.718750 Penalty: 4211.359375
	Iteration 62Q: 3 clusters Score -520709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -520709.718750 Penalty: 4211.359375
	Iteration 63F: 3 clusters Score -520709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -488459.812500 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -488459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -484250.250000 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -484250.2 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -485398.062500 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -485398.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -485812.968750 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -485813 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -486242.000000 Penalty: 4172.379395
	Iteration 3F: 3 clusters Score -486242 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -486608.156250 Penalty: 4172.379395
	Iteration 4F: 3 clusters Score -486608.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -486910.906250 Penalty: 4172.379395
	Iteration 5F: 3 clusters Score -486910.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -487107.312500 Penalty: 4172.379395
	Iteration 6F: 3 clusters Score -487107.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -487247.843750 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -487247.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -487347.750000 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -487347.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -487433.218750 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -487433.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -487489.218750 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -487489.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -487546.312500 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -487546.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -487601.593750 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -487601.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -487667.500000 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -487667.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -487726.218750 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -487726.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -487785.718750 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -487785.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -487834.156250 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -487834.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -487884.812500 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -487884.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -487937.187500 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -487937.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -487980.062500 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -487980.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -488014.062500 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -488014.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -488046.843750 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -488046.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -488068.875000 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -488068.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -488090.000000 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -488090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -488103.156250 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -488103.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -488111.125000 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -488111.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -488118.968750 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -488119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -488123.500000 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -488123.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -488127.500000 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -488127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -488129.156250 Penalty: 4172.379395
	Iteration 29Q: 3 clusters Score -488129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -488130.093750 Penalty: 4172.379395
	Iteration 30Q: 3 clusters Score -488130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -488132.781250 Penalty: 4172.379395
	Iteration 31Q: 3 clusters Score -488132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -488134.250000 Penalty: 4172.379395
	Iteration 32Q: 3 clusters Score -488134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -488134.250000 Penalty: 4172.379395
	Iteration 33F: 3 clusters Score -488134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (10171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Entering Unmasked Estep 
Score: -1175530.375000 Penalty: 2288.369385
	Iteration 0F: 2 clusters Score -1175530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1167831.125000 Penalty: 4576.738770
	Iteration 0F: 3 clusters Score -1167831 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1169994.625000 Penalty: 4576.738770
	Iteration 1F: 3 clusters Score -1169995 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1170287.500000 Penalty: 4576.738770
	Iteration 2F: 3 clusters Score -1170288 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1170497.625000 Penalty: 4576.738770
	Iteration 3Q: 3 clusters Score -1170498 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1170643.625000 Penalty: 4576.738770
	Iteration 4Q: 3 clusters Score -1170644 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1170776.750000 Penalty: 4576.738770
	Iteration 5Q: 3 clusters Score -1170777 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1170910.125000 Penalty: 4576.738770
	Iteration 6Q: 3 clusters Score -1170910 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1171066.000000 Penalty: 4576.738770
	Iteration 7Q: 3 clusters Score -1171066 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1171224.750000 Penalty: 4576.738770
	Iteration 8Q: 3 clusters Score -1171225 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1171412.875000 Penalty: 4576.738770
	Iteration 9Q: 3 clusters Score -1171413 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1171651.000000 Penalty: 4576.738770
	Iteration 10Q: 3 clusters Score -1171651 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1171972.125000 Penalty: 4576.738770
	Iteration 11Q: 3 clusters Score -1171972 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1172314.125000 Penalty: 4576.738770
	Iteration 12Q: 3 clusters Score -1172314 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1172654.500000 Penalty: 4576.738770
	Iteration 13Q: 3 clusters Score -1172654 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1172940.000000 Penalty: 4576.738770
	Iteration 14Q: 3 clusters Score -1172940 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1173138.250000 Penalty: 4576.738770
	Iteration 15Q: 3 clusters Score -1173138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1173262.500000 Penalty: 4576.738770
	Iteration 16Q: 3 clusters Score -1173262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1173338.625000 Penalty: 4576.738770
	Iteration 17Q: 3 clusters Score -1173339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1173385.000000 Penalty: 4576.738770
	Iteration 18Q: 3 clusters Score -1173385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1173418.625000 Penalty: 4576.738770
	Iteration 19Q: 3 clusters Score -1173419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1173444.875000 Penalty: 4576.738770
	Iteration 20F: 3 clusters Score -1173445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1173466.125000 Penalty: 4576.738770
	Iteration 21Q: 3 clusters Score -1173466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1173479.750000 Penalty: 4576.738770
	Iteration 22Q: 3 clusters Score -1173480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1173486.125000 Penalty: 4576.738770
	Iteration 23Q: 3 clusters Score -1173486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1173503.000000 Penalty: 4576.738770
	Iteration 24Q: 3 clusters Score -1173503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1173520.875000 Penalty: 4576.738770
	Iteration 25Q: 3 clusters Score -1173521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1173531.750000 Penalty: 4576.738770
	Iteration 26Q: 3 clusters Score -1173532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1173541.375000 Penalty: 4576.738770
	Iteration 27Q: 3 clusters Score -1173541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1173549.250000 Penalty: 4576.738770
	Iteration 28Q: 3 clusters Score -1173549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1173556.125000 Penalty: 4576.738770
	Iteration 29Q: 3 clusters Score -1173556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1173560.625000 Penalty: 4576.738770
	Iteration 30Q: 3 clusters Score -1173561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1173562.250000 Penalty: 4576.738770
	Iteration 31Q: 3 clusters Score -1173562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1173565.875000 Penalty: 4576.738770
	Iteration 32Q: 3 clusters Score -1173566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1173565.250000 Penalty: 4576.738770
	Iteration 33Q: 3 clusters Score -1173565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1173565.750000 Penalty: 4576.738770
	Iteration 34Q: 3 clusters Score -1173566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1173568.125000 Penalty: 4576.738770
	Iteration 35Q: 3 clusters Score -1173568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1173571.125000 Penalty: 4576.738770
	Iteration 36Q: 3 clusters Score -1173571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1173572.500000 Penalty: 4576.738770
	Iteration 37Q: 3 clusters Score -1173572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1173572.000000 Penalty: 4576.738770
	Iteration 38Q: 3 clusters Score -1173572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1173573.250000 Penalty: 4576.738770
	Iteration 39Q: 3 clusters Score -1173573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1173575.625000 Penalty: 4576.738770
	Iteration 40F: 3 clusters Score -1173576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1173576.625000 Penalty: 4576.738770
	Iteration 41Q: 3 clusters Score -1173577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1173576.625000 Penalty: 4576.738770
	Iteration 42F: 3 clusters Score -1173577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -647516.687500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -647516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -642589.437500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -642589.4 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -643847.687500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -643847.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -644076.812500 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -644076.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -644217.687500 Penalty: 4278.252441
	Iteration 3Q: 3 clusters Score -644217.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -644308.812500 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -644308.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -644393.812500 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -644393.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -644455.750000 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -644455.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -644517.250000 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -644517.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -644590.500000 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -644590.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -644653.125000 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -644653.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -644714.187500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -644714.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -644788.125000 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -644788.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -644855.437500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -644855.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -644918.750000 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -644918.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -644986.812500 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -644986.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -645052.562500 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -645052.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -645122.875000 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -645122.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -645179.687500 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -645179.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -645234.187500 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -645234.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -645274.687500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -645274.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -645309.000000 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -645309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -645343.437500 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -645343.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -645383.625000 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -645383.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -645426.937500 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -645426.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -645475.250000 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -645475.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -645517.937500 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -645517.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -645550.125000 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -645550.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -645567.875000 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -645567.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -645584.062500 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -645584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -645593.312500 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -645593.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -645601.812500 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -645601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -645609.937500 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -645609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -645613.687500 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -645613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -645618.562500 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -645618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -645623.437500 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -645623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -645629.375000 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -645629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -645631.687500 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -645631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -645633.062500 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -645633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -645637.937500 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -645637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -645640.437500 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -645640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -645640.187500 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -645640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -645640.562500 Penalty: 4278.252441
	Iteration 41Q: 3 clusters Score -645640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -645640.562500 Penalty: 4278.252441
	Iteration 42F: 3 clusters Score -645640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -214395.687500 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -214395.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211818.796875 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -211818.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -212297.828125 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -212297.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -212426.609375 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -212426.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212504.734375 Penalty: 3750.574219
	Iteration 3Q: 3 clusters Score -212504.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -212552.343750 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -212552.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -212593.281250 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -212593.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -212629.187500 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -212629.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -212655.359375 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -212655.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -212672.156250 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -212672.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -212689.671875 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -212689.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -212711.093750 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -212711.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -212735.453125 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -212735.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -212764.296875 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -212764.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -212790.687500 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -212790.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -212802.531250 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -212802.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -212815.734375 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -212815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -212820.812500 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -212820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -212828.000000 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -212828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -212837.406250 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -212837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -212848.687500 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -212848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -212854.859375 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -212854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212860.609375 Penalty: 3750.574219
	Iteration 21Q: 3 clusters Score -212860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -212864.484375 Penalty: 3750.574219
	Iteration 22Q: 3 clusters Score -212864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -212868.546875 Penalty: 3750.574219
	Iteration 23Q: 3 clusters Score -212868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -212870.750000 Penalty: 3750.574219
	Iteration 24Q: 3 clusters Score -212870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -212873.468750 Penalty: 3750.574219
	Iteration 25Q: 3 clusters Score -212873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -212876.343750 Penalty: 3750.574219
	Iteration 26Q: 3 clusters Score -212876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212878.125000 Penalty: 3750.574219
	Iteration 27Q: 3 clusters Score -212878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -212879.156250 Penalty: 3750.574219
	Iteration 28Q: 3 clusters Score -212879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -212879.906250 Penalty: 3750.574219
	Iteration 29Q: 3 clusters Score -212879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -212881.031250 Penalty: 3750.574219
	Iteration 30Q: 3 clusters Score -212881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -212883.187500 Penalty: 3750.574219
	Iteration 31Q: 3 clusters Score -212883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -212885.453125 Penalty: 3750.574219
	Iteration 32Q: 3 clusters Score -212885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212887.984375 Penalty: 3750.574219
	Iteration 33Q: 3 clusters Score -212888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212889.015625 Penalty: 3750.574219
	Iteration 34Q: 3 clusters Score -212889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -212889.453125 Penalty: 3750.574219
	Iteration 35Q: 3 clusters Score -212889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212891.640625 Penalty: 3750.574219
	Iteration 36Q: 3 clusters Score -212891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212891.640625 Penalty: 3750.574219
	Iteration 37F: 3 clusters Score -212891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -286549.312500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -286549.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -283507.750000 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -283507.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -284257.156250 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -284257.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284555.937500 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -284555.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284733.062500 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -284733.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -284855.812500 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -284855.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284940.437500 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -284940.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -285003.437500 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -285003.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -285048.718750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -285048.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -285095.062500 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -285095.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -285133.593750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -285133.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -285175.968750 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -285176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -285216.312500 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -285216.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -285250.187500 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -285250.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -285280.156250 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -285280.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -285316.468750 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -285316.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -285348.937500 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -285348.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -285376.906250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -285376.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -285406.000000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -285406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -285431.656250 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -285431.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -285464.687500 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -285464.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -285504.375000 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -285504.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -285563.281250 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -285563.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -285600.437500 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -285600.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -285636.343750 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -285636.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -285660.750000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -285660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -285676.562500 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -285676.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -285685.656250 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -285685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -285696.968750 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -285697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -285714.343750 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -285714.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -285731.062500 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -285731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -285742.968750 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -285743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -285752.468750 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -285752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -285758.187500 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -285758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -285762.093750 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -285762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -285766.781250 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -285766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -285766.625000 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -285766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -285767.843750 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -285767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -285767.843750 Penalty: 3913.171631
	Iteration 37F: 3 clusters Score -285767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -258473.953125 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -258474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -255659.343750 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -255659.3 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -256163.312500 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -256163.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -256297.718750 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -256297.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -256388.968750 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -256389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -256453.734375 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -256453.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -256506.734375 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -256506.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256548.468750 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -256548.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -256579.609375 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -256579.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -256601.796875 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -256601.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -256616.625000 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -256616.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -256626.703125 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -256626.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -256636.171875 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -256636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -256640.515625 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -256640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -256643.078125 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -256643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -256646.171875 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -256646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -256648.390625 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -256648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -256649.343750 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -256649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -256649.531250 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -256649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -256649.531250 Penalty: 3840.446777
	Iteration 18F: 3 clusters Score -256649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -628143.875000 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -628143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -623151.125000 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -623151.1 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -624468.312500 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -624468.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -624956.062500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -624956.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -625430.562500 Penalty: 4295.657715
	Iteration 3F: 3 clusters Score -625430.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -625871.937500 Penalty: 4295.657715
	Iteration 4F: 3 clusters Score -625871.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -626211.625000 Penalty: 4295.657715
	Iteration 5F: 3 clusters Score -626211.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -626521.187500 Penalty: 4295.657715
	Iteration 6F: 3 clusters Score -626521.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -626756.062500 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -626756.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -626887.437500 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -626887.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -626943.375000 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -626943.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -626977.750000 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -626977.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -626995.375000 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -626995.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -627006.750000 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -627006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -627011.937500 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -627011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -627012.937500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -627012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -627015.750000 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -627015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -627018.000000 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -627018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -627017.937500 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -627017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -627017.125000 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -627017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -627018.062500 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -627018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -627018.062500 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -627018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -179251.109375 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -179251.1 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 833 members 
Entering Unmasked Estep 
Score: -176820.968750 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -176821 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177365.515625 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -177365.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177570.968750 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -177571 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177683.578125 Penalty: 3696.679199
	Iteration 3F: 3 clusters Score -177683.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177746.031250 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -177746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -177785.968750 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -177786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177804.375000 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -177804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -177823.468750 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -177823.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -177834.359375 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -177834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -177838.609375 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -177838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177842.703125 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -177842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -177846.312500 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -177846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177850.625000 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -177850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -177856.359375 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -177856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -177865.328125 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -177865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -177874.750000 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -177874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -177880.531250 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -177880.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177888.375000 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -177888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177894.390625 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -177894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -177898.656250 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -177898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -177901.687500 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -177901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -177908.828125 Penalty: 3696.679199
	Iteration 21Q: 3 clusters Score -177908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177915.609375 Penalty: 3696.679199
	Iteration 22Q: 3 clusters Score -177915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -177920.515625 Penalty: 3696.679199
	Iteration 23Q: 3 clusters Score -177920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -177927.421875 Penalty: 3696.679199
	Iteration 24Q: 3 clusters Score -177927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177931.109375 Penalty: 3696.679199
	Iteration 25Q: 3 clusters Score -177931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -177932.390625 Penalty: 3696.679199
	Iteration 26Q: 3 clusters Score -177932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -177934.140625 Penalty: 3696.679199
	Iteration 27Q: 3 clusters Score -177934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -177935.453125 Penalty: 3696.679199
	Iteration 28Q: 3 clusters Score -177935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -177937.968750 Penalty: 3696.679199
	Iteration 29Q: 3 clusters Score -177938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -177939.406250 Penalty: 3696.679199
	Iteration 30Q: 3 clusters Score -177939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177941.859375 Penalty: 3696.679199
	Iteration 31Q: 3 clusters Score -177941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177941.859375 Penalty: 3696.679199
	Iteration 32F: 3 clusters Score -177941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -226963.062500 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -226963.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224258.109375 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -224258.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -224761.750000 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -224761.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -224923.359375 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -224923.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -225036.093750 Penalty: 3798.949219
	Iteration 3F: 3 clusters Score -225036.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225140.156250 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -225140.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225256.937500 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -225256.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -225392.781250 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -225392.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225509.031250 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -225509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -225600.421875 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -225600.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -225660.812500 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -225660.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225707.640625 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -225707.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -225748.953125 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -225749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -225778.687500 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -225778.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -225795.859375 Penalty: 3798.949219
	Iteration 13Q: 3 clusters Score -225795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225806.312500 Penalty: 3798.949219
	Iteration 14Q: 3 clusters Score -225806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225821.296875 Penalty: 3798.949219
	Iteration 15Q: 3 clusters Score -225821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -225831.046875 Penalty: 3798.949219
	Iteration 16Q: 3 clusters Score -225831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -225836.890625 Penalty: 3798.949219
	Iteration 17Q: 3 clusters Score -225836.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225841.890625 Penalty: 3798.949219
	Iteration 18Q: 3 clusters Score -225841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225843.484375 Penalty: 3798.949219
	Iteration 19Q: 3 clusters Score -225843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -225845.640625 Penalty: 3798.949219
	Iteration 20F: 3 clusters Score -225845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -225850.828125 Penalty: 3798.949219
	Iteration 21Q: 3 clusters Score -225850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225857.000000 Penalty: 3798.949219
	Iteration 22Q: 3 clusters Score -225857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225860.937500 Penalty: 3798.949219
	Iteration 23Q: 3 clusters Score -225860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225862.718750 Penalty: 3798.949219
	Iteration 24Q: 3 clusters Score -225862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225865.234375 Penalty: 3798.949219
	Iteration 25Q: 3 clusters Score -225865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -225866.921875 Penalty: 3798.949219
	Iteration 26Q: 3 clusters Score -225866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -225868.078125 Penalty: 3798.949219
	Iteration 27Q: 3 clusters Score -225868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -225869.265625 Penalty: 3798.949219
	Iteration 28Q: 3 clusters Score -225869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -225870.671875 Penalty: 3798.949219
	Iteration 29Q: 3 clusters Score -225870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -225870.671875 Penalty: 3798.949219
	Iteration 30F: 3 clusters Score -225870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (5856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Entering Unmasked Estep 
Score: -652180.812500 Penalty: 2151.455078
	Iteration 0F: 2 clusters Score -652180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -647110.062500 Penalty: 4302.910156
	Iteration 0F: 3 clusters Score -647110.1 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -648387.250000 Penalty: 4302.910156
	Iteration 1F: 3 clusters Score -648387.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -648655.937500 Penalty: 4302.910156
	Iteration 2F: 3 clusters Score -648655.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -648894.437500 Penalty: 4302.910156
	Iteration 3F: 3 clusters Score -648894.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -649090.062500 Penalty: 4302.910156
	Iteration 4F: 3 clusters Score -649090.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -649267.062500 Penalty: 4302.910156
	Iteration 5Q: 3 clusters Score -649267.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -649445.562500 Penalty: 4302.910156
	Iteration 6Q: 3 clusters Score -649445.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -649591.687500 Penalty: 4302.910156
	Iteration 7Q: 3 clusters Score -649591.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -649690.812500 Penalty: 4302.910156
	Iteration 8Q: 3 clusters Score -649690.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -649763.000000 Penalty: 4302.910156
	Iteration 9Q: 3 clusters Score -649763 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -649819.937500 Penalty: 4302.910156
	Iteration 10Q: 3 clusters Score -649819.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -649876.812500 Penalty: 4302.910156
	Iteration 11Q: 3 clusters Score -649876.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -649924.750000 Penalty: 4302.910156
	Iteration 12Q: 3 clusters Score -649924.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -649961.250000 Penalty: 4302.910156
	Iteration 13Q: 3 clusters Score -649961.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -649989.500000 Penalty: 4302.910156
	Iteration 14Q: 3 clusters Score -649989.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -650011.750000 Penalty: 4302.910156
	Iteration 15Q: 3 clusters Score -650011.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -650027.937500 Penalty: 4302.910156
	Iteration 16Q: 3 clusters Score -650027.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -650044.187500 Penalty: 4302.910156
	Iteration 17Q: 3 clusters Score -650044.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -650060.937500 Penalty: 4302.910156
	Iteration 18Q: 3 clusters Score -650060.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -650079.187500 Penalty: 4302.910156
	Iteration 19Q: 3 clusters Score -650079.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -650096.312500 Penalty: 4302.910156
	Iteration 20F: 3 clusters Score -650096.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -650115.437500 Penalty: 4302.910156
	Iteration 21Q: 3 clusters Score -650115.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -650134.625000 Penalty: 4302.910156
	Iteration 22Q: 3 clusters Score -650134.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -650147.062500 Penalty: 4302.910156
	Iteration 23Q: 3 clusters Score -650147.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -650159.062500 Penalty: 4302.910156
	Iteration 24Q: 3 clusters Score -650159.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -650171.312500 Penalty: 4302.910156
	Iteration 25Q: 3 clusters Score -650171.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -650182.125000 Penalty: 4302.910156
	Iteration 26Q: 3 clusters Score -650182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -650191.500000 Penalty: 4302.910156
	Iteration 27Q: 3 clusters Score -650191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -650205.500000 Penalty: 4302.910156
	Iteration 28Q: 3 clusters Score -650205.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -650213.812500 Penalty: 4302.910156
	Iteration 29Q: 3 clusters Score -650213.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -650222.875000 Penalty: 4302.910156
	Iteration 30Q: 3 clusters Score -650222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -650227.000000 Penalty: 4302.910156
	Iteration 31Q: 3 clusters Score -650227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -650232.500000 Penalty: 4302.910156
	Iteration 32Q: 3 clusters Score -650232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -650235.062500 Penalty: 4302.910156
	Iteration 33Q: 3 clusters Score -650235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -650237.312500 Penalty: 4302.910156
	Iteration 34Q: 3 clusters Score -650237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -650239.375000 Penalty: 4302.910156
	Iteration 35Q: 3 clusters Score -650239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -650238.125000 Penalty: 4302.910156
	Iteration 36Q: 3 clusters Score -650238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -650238.937500 Penalty: 4302.910156
	Iteration 37Q: 3 clusters Score -650238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -650238.937500 Penalty: 4302.910156
	Iteration 38F: 3 clusters Score -650238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -752565.062500 Penalty: 2184.401367
	Iteration 0F: 2 clusters Score -752565.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -746913.625000 Penalty: 4368.802734
	Iteration 0F: 3 clusters Score -746913.6 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -748381.500000 Penalty: 4368.802734
	Iteration 1F: 3 clusters Score -748381.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -748689.437500 Penalty: 4368.802734
	Iteration 2F: 3 clusters Score -748689.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -748919.375000 Penalty: 4368.802734
	Iteration 3F: 3 clusters Score -748919.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -749099.687500 Penalty: 4368.802734
	Iteration 4Q: 3 clusters Score -749099.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -749240.437500 Penalty: 4368.802734
	Iteration 5Q: 3 clusters Score -749240.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -749351.687500 Penalty: 4368.802734
	Iteration 6Q: 3 clusters Score -749351.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -749449.437500 Penalty: 4368.802734
	Iteration 7Q: 3 clusters Score -749449.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -749543.125000 Penalty: 4368.802734
	Iteration 8Q: 3 clusters Score -749543.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -749620.375000 Penalty: 4368.802734
	Iteration 9Q: 3 clusters Score -749620.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -749685.000000 Penalty: 4368.802734
	Iteration 10Q: 3 clusters Score -749685 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -749737.687500 Penalty: 4368.802734
	Iteration 11Q: 3 clusters Score -749737.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -749783.375000 Penalty: 4368.802734
	Iteration 12Q: 3 clusters Score -749783.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -749821.562500 Penalty: 4368.802734
	Iteration 13Q: 3 clusters Score -749821.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -749858.875000 Penalty: 4368.802734
	Iteration 14Q: 3 clusters Score -749858.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -749892.750000 Penalty: 4368.802734
	Iteration 15Q: 3 clusters Score -749892.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -749919.812500 Penalty: 4368.802734
	Iteration 16Q: 3 clusters Score -749919.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -749942.750000 Penalty: 4368.802734
	Iteration 17Q: 3 clusters Score -749942.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -749966.062500 Penalty: 4368.802734
	Iteration 18Q: 3 clusters Score -749966.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -749990.437500 Penalty: 4368.802734
	Iteration 19Q: 3 clusters Score -749990.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -750017.687500 Penalty: 4368.802734
	Iteration 20F: 3 clusters Score -750017.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -750048.250000 Penalty: 4368.802734
	Iteration 21Q: 3 clusters Score -750048.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -750090.312500 Penalty: 4368.802734
	Iteration 22Q: 3 clusters Score -750090.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -750148.187500 Penalty: 4368.802734
	Iteration 23Q: 3 clusters Score -750148.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -750210.000000 Penalty: 4368.802734
	Iteration 24Q: 3 clusters Score -750210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -750264.562500 Penalty: 4368.802734
	Iteration 25Q: 3 clusters Score -750264.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -750338.375000 Penalty: 4368.802734
	Iteration 26Q: 3 clusters Score -750338.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -750402.562500 Penalty: 4368.802734
	Iteration 27Q: 3 clusters Score -750402.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -750451.750000 Penalty: 4368.802734
	Iteration 28Q: 3 clusters Score -750451.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -750496.750000 Penalty: 4368.802734
	Iteration 29Q: 3 clusters Score -750496.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -750527.000000 Penalty: 4368.802734
	Iteration 30Q: 3 clusters Score -750527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -750553.062500 Penalty: 4368.802734
	Iteration 31Q: 3 clusters Score -750553.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -750569.562500 Penalty: 4368.802734
	Iteration 32Q: 3 clusters Score -750569.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -750583.687500 Penalty: 4368.802734
	Iteration 33Q: 3 clusters Score -750583.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -750599.875000 Penalty: 4368.802734
	Iteration 34Q: 3 clusters Score -750599.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -750611.812500 Penalty: 4368.802734
	Iteration 35Q: 3 clusters Score -750611.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -750624.687500 Penalty: 4368.802734
	Iteration 36Q: 3 clusters Score -750624.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -750635.187500 Penalty: 4368.802734
	Iteration 37Q: 3 clusters Score -750635.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -750646.062500 Penalty: 4368.802734
	Iteration 38Q: 3 clusters Score -750646.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -750655.437500 Penalty: 4368.802734
	Iteration 39Q: 3 clusters Score -750655.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -750660.937500 Penalty: 4368.802734
	Iteration 40F: 3 clusters Score -750660.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -750670.062500 Penalty: 4368.802734
	Iteration 41Q: 3 clusters Score -750670.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -750677.375000 Penalty: 4368.802734
	Iteration 42Q: 3 clusters Score -750677.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -750680.875000 Penalty: 4368.802734
	Iteration 43Q: 3 clusters Score -750680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -750687.062500 Penalty: 4368.802734
	Iteration 44Q: 3 clusters Score -750687.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -750689.500000 Penalty: 4368.802734
	Iteration 45Q: 3 clusters Score -750689.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -750695.750000 Penalty: 4368.802734
	Iteration 46Q: 3 clusters Score -750695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -750697.000000 Penalty: 4368.802734
	Iteration 47Q: 3 clusters Score -750697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -750700.000000 Penalty: 4368.802734
	Iteration 48Q: 3 clusters Score -750700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -750699.000000 Penalty: 4368.802734
	Iteration 49Q: 3 clusters Score -750699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -750703.375000 Penalty: 4368.802734
	Iteration 50Q: 3 clusters Score -750703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -750705.687500 Penalty: 4368.802734
	Iteration 51Q: 3 clusters Score -750705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -750707.375000 Penalty: 4368.802734
	Iteration 52Q: 3 clusters Score -750707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -750708.875000 Penalty: 4368.802734
	Iteration 53Q: 3 clusters Score -750708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -750710.125000 Penalty: 4368.802734
	Iteration 54Q: 3 clusters Score -750710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -750710.250000 Penalty: 4368.802734
	Iteration 55Q: 3 clusters Score -750710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -750710.937500 Penalty: 4368.802734
	Iteration 56Q: 3 clusters Score -750710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -750709.625000 Penalty: 4368.802734
	Iteration 57Q: 3 clusters Score -750709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -750710.812500 Penalty: 4368.802734
	Iteration 58Q: 3 clusters Score -750710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -750710.812500 Penalty: 4368.802734
	Iteration 59F: 3 clusters Score -750710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 108125 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 51821 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 24715 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 58101 members 
Mstep: Class 16 contains 51385 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 247953 members 
Mstep: Class 20 contains 33732 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25419 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10256 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171604 members 
Mstep: Class 34 contains 4987 members 
Mstep: Class 35 contains 61123 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9235 members 
Mstep: Class 43 contains 9632 members 
Mstep: Class 44 contains 51061 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43448 members 
Mstep: Class 51 contains 33854 members 
Mstep: Class 52 contains 5269 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7943 members 
Mstep: Class 55 contains 21091 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 5300 members 
Mstep: Class 58 contains 7349 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5712 members 
Mstep: Class 65 contains 4790 members 
Mstep: Class 66 contains 5875 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29167 members 
Mstep: Class 70 contains 12962 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5724 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13543 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6072 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23916 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22768 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7507 members 
Mstep: Class 85 contains 27974 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7833 members 
Mstep: Class 88 contains 7350 members 
Mstep: Class 89 contains 7575 members 
Mstep: Class 90 contains 4670 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8306 members 
Mstep: Class 94 contains 4869 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10171 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2305 members 
Mstep: Class 101 contains 5771 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5856 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287856.000000 Penalty: 377274.406250
Iteration 199Q: 106 clusters Score -2.122879e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 17104 members 
Mstep: Class 3 contains 108121 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51789 members 
Mstep: Class 9 contains 18920 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 24717 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 58104 members 
Mstep: Class 16 contains 51391 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 38633 members 
Mstep: Class 19 contains 247950 members 
Mstep: Class 20 contains 33737 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140172 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25402 members 
Mstep: Class 26 contains 7391 members 
Mstep: Class 27 contains 10252 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 10937 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171553 members 
Mstep: Class 34 contains 4989 members 
Mstep: Class 35 contains 61119 members 
Mstep: Class 36 contains 17574 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9241 members 
Mstep: Class 43 contains 9632 members 
Mstep: Class 44 contains 51066 members 
Mstep: Class 45 contains 2706 members 
Mstep: Class 46 contains 2541 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15273 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43448 members 
Mstep: Class 51 contains 33851 members 
Mstep: Class 52 contains 5271 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7942 members 
Mstep: Class 55 contains 21112 members 
Mstep: Class 56 contains 6480 members 
Mstep: Class 57 contains 5307 members 
Mstep: Class 58 contains 7352 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3316 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5712 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5876 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29180 members 
Mstep: Class 70 contains 12966 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5723 members 
Mstep: Class 73 contains 133246 members 
Mstep: Class 74 contains 13541 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11173 members 
Mstep: Class 77 contains 6069 members 
Mstep: Class 78 contains 15295 members 
Mstep: Class 79 contains 23917 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22756 members 
Mstep: Class 83 contains 4040 members 
Mstep: Class 84 contains 7507 members 
Mstep: Class 85 contains 27984 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7836 members 
Mstep: Class 88 contains 7350 members 
Mstep: Class 89 contains 7573 members 
Mstep: Class 90 contains 4672 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8312 members 
Mstep: Class 94 contains 4871 members 
Mstep: Class 95 contains 4501 members 
Mstep: Class 96 contains 10172 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1922 members 
Mstep: Class 99 contains 2669 members 
Mstep: Class 100 contains 2306 members 
Mstep: Class 101 contains 5829 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5858 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287632.000000 Penalty: 377274.406250
Iteration 200F: 106 clusters Score -2.122876e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 17099 members 
Mstep: Class 3 contains 108118 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 51756 members 
Mstep: Class 9 contains 18920 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 24721 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 58093 members 
Mstep: Class 16 contains 51395 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 247951 members 
Mstep: Class 20 contains 33741 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140172 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 25391 members 
Mstep: Class 26 contains 7393 members 
Mstep: Class 27 contains 10268 members 
Mstep: Class 28 contains 11482 members 
Mstep: Class 29 contains 10934 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171501 members 
Mstep: Class 34 contains 4995 members 
Mstep: Class 35 contains 61113 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9246 members 
Mstep: Class 43 contains 9631 members 
Mstep: Class 44 contains 51071 members 
Mstep: Class 45 contains 2704 members 
Mstep: Class 46 contains 2547 members 
Mstep: Class 47 contains 2483 members 
Mstep: Class 48 contains 15274 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43446 members 
Mstep: Class 51 contains 33852 members 
Mstep: Class 52 contains 5273 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7940 members 
Mstep: Class 55 contains 21130 members 
Mstep: Class 56 contains 6476 members 
Mstep: Class 57 contains 5315 members 
Mstep: Class 58 contains 7355 members 
Mstep: Class 59 contains 1694 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3314 members 
Mstep: Class 63 contains 27578 members 
Mstep: Class 64 contains 5711 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5878 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29199 members 
Mstep: Class 70 contains 12969 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5722 members 
Mstep: Class 73 contains 133239 members 
Mstep: Class 74 contains 13541 members 
Mstep: Class 75 contains 11879 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6069 members 
Mstep: Class 78 contains 15293 members 
Mstep: Class 79 contains 23917 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22744 members 
Mstep: Class 83 contains 4037 members 
Mstep: Class 84 contains 7502 members 
Mstep: Class 85 contains 27988 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7841 members 
Mstep: Class 88 contains 7347 members 
Mstep: Class 89 contains 7568 members 
Mstep: Class 90 contains 4675 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8315 members 
Mstep: Class 94 contains 4874 members 
Mstep: Class 95 contains 4502 members 
Mstep: Class 96 contains 10173 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1922 members 
Mstep: Class 99 contains 2670 members 
Mstep: Class 100 contains 2308 members 
Mstep: Class 101 contains 5879 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2120 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287824.000000 Penalty: 377274.406250
Iteration 201Q: 106 clusters Score -2.122878e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17100 members 
Mstep: Class 3 contains 108118 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51731 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 24724 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 58082 members 
Mstep: Class 16 contains 51401 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 38635 members 
Mstep: Class 19 contains 247950 members 
Mstep: Class 20 contains 33745 members 
Mstep: Class 21 contains 12569 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140175 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 25383 members 
Mstep: Class 26 contains 7392 members 
Mstep: Class 27 contains 10286 members 
Mstep: Class 28 contains 11482 members 
Mstep: Class 29 contains 10934 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171417 members 
Mstep: Class 34 contains 4997 members 
Mstep: Class 35 contains 61105 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9248 members 
Mstep: Class 43 contains 9633 members 
Mstep: Class 44 contains 51072 members 
Mstep: Class 45 contains 2702 members 
Mstep: Class 46 contains 2549 members 
Mstep: Class 47 contains 2483 members 
Mstep: Class 48 contains 15274 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43445 members 
Mstep: Class 51 contains 33851 members 
Mstep: Class 52 contains 5273 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7940 members 
Mstep: Class 55 contains 21144 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 5331 members 
Mstep: Class 58 contains 7356 members 
Mstep: Class 59 contains 1695 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3315 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5876 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29218 members 
Mstep: Class 70 contains 12973 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5719 members 
Mstep: Class 73 contains 133235 members 
Mstep: Class 74 contains 13543 members 
Mstep: Class 75 contains 11884 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6067 members 
Mstep: Class 78 contains 15292 members 
Mstep: Class 79 contains 23916 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22730 members 
Mstep: Class 83 contains 4033 members 
Mstep: Class 84 contains 7489 members 
Mstep: Class 85 contains 28003 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7846 members 
Mstep: Class 88 contains 7340 members 
Mstep: Class 89 contains 7566 members 
Mstep: Class 90 contains 4681 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8315 members 
Mstep: Class 94 contains 4878 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10175 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1922 members 
Mstep: Class 99 contains 2670 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 5943 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2121 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288096.000000 Penalty: 377274.406250
Iteration 202Q: 106 clusters Score -2.122881e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17096 members 
Mstep: Class 3 contains 108111 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51707 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 24724 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 58071 members 
Mstep: Class 16 contains 51408 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 38634 members 
Mstep: Class 19 contains 247948 members 
Mstep: Class 20 contains 33748 members 
Mstep: Class 21 contains 12570 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25370 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10300 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171344 members 
Mstep: Class 34 contains 4998 members 
Mstep: Class 35 contains 61098 members 
Mstep: Class 36 contains 17568 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9254 members 
Mstep: Class 43 contains 9641 members 
Mstep: Class 44 contains 51071 members 
Mstep: Class 45 contains 2698 members 
Mstep: Class 46 contains 2550 members 
Mstep: Class 47 contains 2483 members 
Mstep: Class 48 contains 15275 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43449 members 
Mstep: Class 51 contains 33849 members 
Mstep: Class 52 contains 5275 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7942 members 
Mstep: Class 55 contains 21163 members 
Mstep: Class 56 contains 6465 members 
Mstep: Class 57 contains 5335 members 
Mstep: Class 58 contains 7356 members 
Mstep: Class 59 contains 1696 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3319 members 
Mstep: Class 63 contains 27579 members 
Mstep: Class 64 contains 5711 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5877 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29227 members 
Mstep: Class 70 contains 12971 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5717 members 
Mstep: Class 73 contains 133232 members 
Mstep: Class 74 contains 13547 members 
Mstep: Class 75 contains 11883 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6069 members 
Mstep: Class 78 contains 15290 members 
Mstep: Class 79 contains 23915 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22719 members 
Mstep: Class 83 contains 4030 members 
Mstep: Class 84 contains 7478 members 
Mstep: Class 85 contains 28018 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7852 members 
Mstep: Class 88 contains 7346 members 
Mstep: Class 89 contains 7566 members 
Mstep: Class 90 contains 4685 members 
Mstep: Class 91 contains 7368 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8320 members 
Mstep: Class 94 contains 4879 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10177 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2670 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6005 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2122 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288240.000000 Penalty: 377274.406250
Iteration 203Q: 106 clusters Score -2.122882e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 17095 members 
Mstep: Class 3 contains 108103 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51675 members 
Mstep: Class 9 contains 18912 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24727 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 58066 members 
Mstep: Class 16 contains 51417 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 38632 members 
Mstep: Class 19 contains 247944 members 
Mstep: Class 20 contains 33751 members 
Mstep: Class 21 contains 12570 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140171 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25363 members 
Mstep: Class 26 contains 7389 members 
Mstep: Class 27 contains 10315 members 
Mstep: Class 28 contains 11483 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171246 members 
Mstep: Class 34 contains 5000 members 
Mstep: Class 35 contains 61092 members 
Mstep: Class 36 contains 17563 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9261 members 
Mstep: Class 43 contains 9652 members 
Mstep: Class 44 contains 51072 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15280 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43447 members 
Mstep: Class 51 contains 33848 members 
Mstep: Class 52 contains 5279 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7942 members 
Mstep: Class 55 contains 21174 members 
Mstep: Class 56 contains 6460 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7356 members 
Mstep: Class 59 contains 1695 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3320 members 
Mstep: Class 63 contains 27577 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5880 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29248 members 
Mstep: Class 70 contains 12973 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5713 members 
Mstep: Class 73 contains 133234 members 
Mstep: Class 74 contains 13551 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6065 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23913 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22706 members 
Mstep: Class 83 contains 4033 members 
Mstep: Class 84 contains 7467 members 
Mstep: Class 85 contains 28034 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7859 members 
Mstep: Class 88 contains 7354 members 
Mstep: Class 89 contains 7565 members 
Mstep: Class 90 contains 4686 members 
Mstep: Class 91 contains 7368 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8326 members 
Mstep: Class 94 contains 4880 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10180 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1924 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6073 members 
Mstep: Class 102 contains 1725 members 
Mstep: Class 103 contains 2123 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288496.000000 Penalty: 377274.406250
Iteration 204Q: 106 clusters Score -2.122885e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 17093 members 
Mstep: Class 3 contains 108091 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51648 members 
Mstep: Class 9 contains 18909 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24731 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 58061 members 
Mstep: Class 16 contains 51424 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 38632 members 
Mstep: Class 19 contains 247949 members 
Mstep: Class 20 contains 33754 members 
Mstep: Class 21 contains 12572 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140174 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25356 members 
Mstep: Class 26 contains 7385 members 
Mstep: Class 27 contains 10326 members 
Mstep: Class 28 contains 11482 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171149 members 
Mstep: Class 34 contains 5002 members 
Mstep: Class 35 contains 61083 members 
Mstep: Class 36 contains 17560 members 
Mstep: Class 37 contains 6022 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9265 members 
Mstep: Class 43 contains 9660 members 
Mstep: Class 44 contains 51069 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2554 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15282 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43447 members 
Mstep: Class 51 contains 33850 members 
Mstep: Class 52 contains 5280 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7943 members 
Mstep: Class 55 contains 21186 members 
Mstep: Class 56 contains 6455 members 
Mstep: Class 57 contains 5348 members 
Mstep: Class 58 contains 7357 members 
Mstep: Class 59 contains 1695 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27575 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5883 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29265 members 
Mstep: Class 70 contains 12974 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5711 members 
Mstep: Class 73 contains 133236 members 
Mstep: Class 74 contains 13553 members 
Mstep: Class 75 contains 11881 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6064 members 
Mstep: Class 78 contains 15283 members 
Mstep: Class 79 contains 23913 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22697 members 
Mstep: Class 83 contains 4033 members 
Mstep: Class 84 contains 7462 members 
Mstep: Class 85 contains 28042 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7865 members 
Mstep: Class 88 contains 7363 members 
Mstep: Class 89 contains 7564 members 
Mstep: Class 90 contains 4688 members 
Mstep: Class 91 contains 7368 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8336 members 
Mstep: Class 94 contains 4884 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10182 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1923 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6133 members 
Mstep: Class 102 contains 1726 members 
Mstep: Class 103 contains 2124 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288736.000000 Penalty: 377274.406250
Iteration 205Q: 106 clusters Score -2.122887e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17091 members 
Mstep: Class 3 contains 108075 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51638 members 
Mstep: Class 9 contains 18913 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 58050 members 
Mstep: Class 16 contains 51432 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 38632 members 
Mstep: Class 19 contains 247958 members 
Mstep: Class 20 contains 33758 members 
Mstep: Class 21 contains 12573 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140166 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25347 members 
Mstep: Class 26 contains 7384 members 
Mstep: Class 27 contains 10354 members 
Mstep: Class 28 contains 11481 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 171036 members 
Mstep: Class 34 contains 5003 members 
Mstep: Class 35 contains 61081 members 
Mstep: Class 36 contains 17561 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19482 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9262 members 
Mstep: Class 43 contains 9670 members 
Mstep: Class 44 contains 51062 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2555 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15285 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43448 members 
Mstep: Class 51 contains 33851 members 
Mstep: Class 52 contains 5283 members 
Mstep: Class 53 contains 4635 members 
Mstep: Class 54 contains 7943 members 
Mstep: Class 55 contains 21202 members 
Mstep: Class 56 contains 6458 members 
Mstep: Class 57 contains 5350 members 
Mstep: Class 58 contains 7358 members 
Mstep: Class 59 contains 1695 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27571 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5885 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29277 members 
Mstep: Class 70 contains 12975 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5709 members 
Mstep: Class 73 contains 133242 members 
Mstep: Class 74 contains 13557 members 
Mstep: Class 75 contains 11882 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6066 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23912 members 
Mstep: Class 80 contains 6419 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22684 members 
Mstep: Class 83 contains 4031 members 
Mstep: Class 84 contains 7458 members 
Mstep: Class 85 contains 28044 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7873 members 
Mstep: Class 88 contains 7372 members 
Mstep: Class 89 contains 7563 members 
Mstep: Class 90 contains 4694 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8340 members 
Mstep: Class 94 contains 4884 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10184 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1922 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6194 members 
Mstep: Class 102 contains 1726 members 
Mstep: Class 103 contains 2124 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288672.000000 Penalty: 377274.406250
Iteration 206Q: 106 clusters Score -2.122887e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 17091 members 
Mstep: Class 3 contains 108069 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51622 members 
Mstep: Class 9 contains 18912 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24736 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 58027 members 
Mstep: Class 16 contains 51439 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 38631 members 
Mstep: Class 19 contains 247968 members 
Mstep: Class 20 contains 33763 members 
Mstep: Class 21 contains 12575 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140167 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25342 members 
Mstep: Class 26 contains 7385 members 
Mstep: Class 27 contains 10381 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170928 members 
Mstep: Class 34 contains 5003 members 
Mstep: Class 35 contains 61078 members 
Mstep: Class 36 contains 17560 members 
Mstep: Class 37 contains 6023 members 
Mstep: Class 38 contains 4113 members 
Mstep: Class 39 contains 19482 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9263 members 
Mstep: Class 43 contains 9677 members 
Mstep: Class 44 contains 51059 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2557 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15289 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43450 members 
Mstep: Class 51 contains 33849 members 
Mstep: Class 52 contains 5285 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7946 members 
Mstep: Class 55 contains 21212 members 
Mstep: Class 56 contains 6457 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7359 members 
Mstep: Class 59 contains 1695 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3331 members 
Mstep: Class 63 contains 27568 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5888 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29287 members 
Mstep: Class 70 contains 12977 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5708 members 
Mstep: Class 73 contains 133253 members 
Mstep: Class 74 contains 13563 members 
Mstep: Class 75 contains 11888 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6062 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23912 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22669 members 
Mstep: Class 83 contains 4031 members 
Mstep: Class 84 contains 7452 members 
Mstep: Class 85 contains 28044 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7883 members 
Mstep: Class 88 contains 7367 members 
Mstep: Class 89 contains 7562 members 
Mstep: Class 90 contains 4699 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8343 members 
Mstep: Class 94 contains 4886 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10188 members 
Mstep: Class 97 contains 5569 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6252 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2124 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288720.000000 Penalty: 377274.406250
Iteration 207Q: 106 clusters Score -2.122887e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 17091 members 
Mstep: Class 3 contains 108061 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6010 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51607 members 
Mstep: Class 9 contains 18906 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 24736 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4035 members 
Mstep: Class 15 contains 58015 members 
Mstep: Class 16 contains 51441 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 38630 members 
Mstep: Class 19 contains 247975 members 
Mstep: Class 20 contains 33769 members 
Mstep: Class 21 contains 12575 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140166 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25336 members 
Mstep: Class 26 contains 7384 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 11482 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170851 members 
Mstep: Class 34 contains 5006 members 
Mstep: Class 35 contains 61068 members 
Mstep: Class 36 contains 17560 members 
Mstep: Class 37 contains 6024 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19482 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9262 members 
Mstep: Class 43 contains 9688 members 
Mstep: Class 44 contains 51055 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2561 members 
Mstep: Class 47 contains 2484 members 
Mstep: Class 48 contains 15290 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43444 members 
Mstep: Class 51 contains 33847 members 
Mstep: Class 52 contains 5285 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7948 members 
Mstep: Class 55 contains 21220 members 
Mstep: Class 56 contains 6452 members 
Mstep: Class 57 contains 5347 members 
Mstep: Class 58 contains 7360 members 
Mstep: Class 59 contains 1695 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3339 members 
Mstep: Class 63 contains 27564 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4791 members 
Mstep: Class 66 contains 5891 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29301 members 
Mstep: Class 70 contains 12979 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5703 members 
Mstep: Class 73 contains 133266 members 
Mstep: Class 74 contains 13566 members 
Mstep: Class 75 contains 11887 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6059 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23915 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22657 members 
Mstep: Class 83 contains 4029 members 
Mstep: Class 84 contains 7445 members 
Mstep: Class 85 contains 28050 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7888 members 
Mstep: Class 88 contains 7361 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8350 members 
Mstep: Class 94 contains 4885 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10190 members 
Mstep: Class 97 contains 5570 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6311 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2124 members 
Mstep: Class 104 contains 5859 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288864.000000 Penalty: 377274.406250
Iteration 208Q: 106 clusters Score -2.122889e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 17092 members 
Mstep: Class 3 contains 108053 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51596 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 24736 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 4030 members 
Mstep: Class 15 contains 57999 members 
Mstep: Class 16 contains 51449 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 38630 members 
Mstep: Class 19 contains 247986 members 
Mstep: Class 20 contains 33778 members 
Mstep: Class 21 contains 12576 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140166 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25332 members 
Mstep: Class 26 contains 7383 members 
Mstep: Class 27 contains 10417 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 10932 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170750 members 
Mstep: Class 34 contains 5008 members 
Mstep: Class 35 contains 61064 members 
Mstep: Class 36 contains 17560 members 
Mstep: Class 37 contains 6024 members 
Mstep: Class 38 contains 4112 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9261 members 
Mstep: Class 43 contains 9697 members 
Mstep: Class 44 contains 51048 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2562 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15289 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43438 members 
Mstep: Class 51 contains 33846 members 
Mstep: Class 52 contains 5287 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7953 members 
Mstep: Class 55 contains 21229 members 
Mstep: Class 56 contains 6452 members 
Mstep: Class 57 contains 5348 members 
Mstep: Class 58 contains 7360 members 
Mstep: Class 59 contains 1696 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3343 members 
Mstep: Class 63 contains 27564 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4793 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29313 members 
Mstep: Class 70 contains 12980 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5700 members 
Mstep: Class 73 contains 133266 members 
Mstep: Class 74 contains 13569 members 
Mstep: Class 75 contains 11887 members 
Mstep: Class 76 contains 11173 members 
Mstep: Class 77 contains 6062 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23914 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22652 members 
Mstep: Class 83 contains 4028 members 
Mstep: Class 84 contains 7442 members 
Mstep: Class 85 contains 28057 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7894 members 
Mstep: Class 88 contains 7359 members 
Mstep: Class 89 contains 7561 members 
Mstep: Class 90 contains 4708 members 
Mstep: Class 91 contains 7368 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8355 members 
Mstep: Class 94 contains 4884 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10192 members 
Mstep: Class 97 contains 5570 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6375 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2124 members 
Mstep: Class 104 contains 5860 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288688.000000 Penalty: 377274.406250
Iteration 209Q: 106 clusters Score -2.122887e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 17092 members 
Mstep: Class 3 contains 108053 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51585 members 
Mstep: Class 9 contains 18909 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24735 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 57981 members 
Mstep: Class 16 contains 51463 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 38627 members 
Mstep: Class 19 contains 247999 members 
Mstep: Class 20 contains 33780 members 
Mstep: Class 21 contains 12577 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140165 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25328 members 
Mstep: Class 26 contains 7382 members 
Mstep: Class 27 contains 10433 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 10931 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170621 members 
Mstep: Class 34 contains 5012 members 
Mstep: Class 35 contains 61059 members 
Mstep: Class 36 contains 17559 members 
Mstep: Class 37 contains 6024 members 
Mstep: Class 38 contains 4111 members 
Mstep: Class 39 contains 19481 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9270 members 
Mstep: Class 43 contains 9701 members 
Mstep: Class 44 contains 51049 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2563 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15293 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43440 members 
Mstep: Class 51 contains 33843 members 
Mstep: Class 52 contains 5289 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7953 members 
Mstep: Class 55 contains 21238 members 
Mstep: Class 56 contains 6456 members 
Mstep: Class 57 contains 5348 members 
Mstep: Class 58 contains 7361 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3344 members 
Mstep: Class 63 contains 27567 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4794 members 
Mstep: Class 66 contains 5899 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29325 members 
Mstep: Class 70 contains 12982 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5698 members 
Mstep: Class 73 contains 133265 members 
Mstep: Class 74 contains 13574 members 
Mstep: Class 75 contains 11888 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6059 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23913 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22640 members 
Mstep: Class 83 contains 4026 members 
Mstep: Class 84 contains 7433 members 
Mstep: Class 85 contains 28065 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7899 members 
Mstep: Class 88 contains 7354 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4712 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8356 members 
Mstep: Class 94 contains 4883 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10195 members 
Mstep: Class 97 contains 5570 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6443 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2125 members 
Mstep: Class 104 contains 5860 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288832.000000 Penalty: 377274.406250
Iteration 210Q: 106 clusters Score -2.122888e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 17091 members 
Mstep: Class 3 contains 108047 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6007 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51571 members 
Mstep: Class 9 contains 18910 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24735 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 15 contains 57966 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 38628 members 
Mstep: Class 19 contains 247999 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12577 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140169 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25319 members 
Mstep: Class 26 contains 7381 members 
Mstep: Class 27 contains 10459 members 
Mstep: Class 28 contains 11483 members 
Mstep: Class 29 contains 10933 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170549 members 
Mstep: Class 34 contains 5015 members 
Mstep: Class 35 contains 61060 members 
Mstep: Class 36 contains 17563 members 
Mstep: Class 37 contains 6024 members 
Mstep: Class 38 contains 4112 members 
Mstep: Class 39 contains 19480 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9276 members 
Mstep: Class 43 contains 9712 members 
Mstep: Class 44 contains 51048 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2564 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15294 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43440 members 
Mstep: Class 51 contains 33841 members 
Mstep: Class 52 contains 5289 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7948 members 
Mstep: Class 55 contains 21247 members 
Mstep: Class 56 contains 6456 members 
Mstep: Class 57 contains 5343 members 
Mstep: Class 58 contains 7362 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27564 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5901 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29333 members 
Mstep: Class 70 contains 12982 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5695 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13578 members 
Mstep: Class 75 contains 11887 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6062 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23912 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22630 members 
Mstep: Class 83 contains 4025 members 
Mstep: Class 84 contains 7419 members 
Mstep: Class 85 contains 28073 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7903 members 
Mstep: Class 88 contains 7349 members 
Mstep: Class 89 contains 7558 members 
Mstep: Class 90 contains 4712 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8357 members 
Mstep: Class 94 contains 4883 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10198 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6490 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2125 members 
Mstep: Class 104 contains 5861 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288880.000000 Penalty: 377274.406250
Iteration 211Q: 106 clusters Score -2.122889e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 17089 members 
Mstep: Class 3 contains 108031 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6007 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51559 members 
Mstep: Class 9 contains 18910 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24735 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 15 contains 57955 members 
Mstep: Class 16 contains 51487 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 38630 members 
Mstep: Class 19 contains 248004 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12576 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140178 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25320 members 
Mstep: Class 26 contains 7382 members 
Mstep: Class 27 contains 10477 members 
Mstep: Class 28 contains 11478 members 
Mstep: Class 29 contains 10931 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170474 members 
Mstep: Class 34 contains 5018 members 
Mstep: Class 35 contains 61054 members 
Mstep: Class 36 contains 17565 members 
Mstep: Class 37 contains 6025 members 
Mstep: Class 38 contains 4112 members 
Mstep: Class 39 contains 19480 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9284 members 
Mstep: Class 43 contains 9723 members 
Mstep: Class 44 contains 51048 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2563 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15291 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43436 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5291 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7949 members 
Mstep: Class 55 contains 21253 members 
Mstep: Class 56 contains 6455 members 
Mstep: Class 57 contains 5346 members 
Mstep: Class 58 contains 7362 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 27562 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29342 members 
Mstep: Class 70 contains 12983 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5693 members 
Mstep: Class 73 contains 133269 members 
Mstep: Class 74 contains 13586 members 
Mstep: Class 75 contains 11880 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6058 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23917 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22621 members 
Mstep: Class 83 contains 4027 members 
Mstep: Class 84 contains 7406 members 
Mstep: Class 85 contains 28085 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7910 members 
Mstep: Class 88 contains 7352 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7371 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8359 members 
Mstep: Class 94 contains 4883 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10199 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6532 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2125 members 
Mstep: Class 104 contains 5863 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289008.000000 Penalty: 377274.406250
Iteration 212Q: 106 clusters Score -2.12289e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 17088 members 
Mstep: Class 3 contains 108021 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 51550 members 
Mstep: Class 9 contains 18906 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24737 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 4010 members 
Mstep: Class 15 contains 57954 members 
Mstep: Class 16 contains 51502 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 38628 members 
Mstep: Class 19 contains 248011 members 
Mstep: Class 20 contains 33784 members 
Mstep: Class 21 contains 12577 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140184 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25314 members 
Mstep: Class 26 contains 7383 members 
Mstep: Class 27 contains 10489 members 
Mstep: Class 28 contains 11470 members 
Mstep: Class 29 contains 10931 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170388 members 
Mstep: Class 34 contains 5019 members 
Mstep: Class 35 contains 61047 members 
Mstep: Class 36 contains 17565 members 
Mstep: Class 37 contains 6025 members 
Mstep: Class 38 contains 4112 members 
Mstep: Class 39 contains 19480 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9293 members 
Mstep: Class 43 contains 9730 members 
Mstep: Class 44 contains 51052 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2563 members 
Mstep: Class 47 contains 2485 members 
Mstep: Class 48 contains 15292 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43431 members 
Mstep: Class 51 contains 33838 members 
Mstep: Class 52 contains 5291 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7951 members 
Mstep: Class 55 contains 21259 members 
Mstep: Class 56 contains 6459 members 
Mstep: Class 57 contains 5353 members 
Mstep: Class 58 contains 7363 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3354 members 
Mstep: Class 63 contains 27560 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29349 members 
Mstep: Class 70 contains 12986 members 
Mstep: Class 71 contains 3086 members 
Mstep: Class 72 contains 5689 members 
Mstep: Class 73 contains 133271 members 
Mstep: Class 74 contains 13592 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11174 members 
Mstep: Class 77 contains 6055 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23920 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22616 members 
Mstep: Class 83 contains 4025 members 
Mstep: Class 84 contains 7390 members 
Mstep: Class 85 contains 28097 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7914 members 
Mstep: Class 88 contains 7357 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7370 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8363 members 
Mstep: Class 94 contains 4884 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10200 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6575 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2125 members 
Mstep: Class 104 contains 5865 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288880.000000 Penalty: 377274.406250
Iteration 213Q: 106 clusters Score -2.122889e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 17087 members 
Mstep: Class 3 contains 108015 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 51539 members 
Mstep: Class 9 contains 18906 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24739 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 57947 members 
Mstep: Class 16 contains 51512 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 38628 members 
Mstep: Class 19 contains 248005 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12579 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140186 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25303 members 
Mstep: Class 26 contains 7383 members 
Mstep: Class 27 contains 10505 members 
Mstep: Class 28 contains 11467 members 
Mstep: Class 29 contains 10930 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2360 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170315 members 
Mstep: Class 34 contains 5024 members 
Mstep: Class 35 contains 61041 members 
Mstep: Class 36 contains 17567 members 
Mstep: Class 37 contains 6025 members 
Mstep: Class 38 contains 4113 members 
Mstep: Class 39 contains 19480 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9307 members 
Mstep: Class 43 contains 9742 members 
Mstep: Class 44 contains 51057 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2564 members 
Mstep: Class 47 contains 2486 members 
Mstep: Class 48 contains 15295 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43429 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 5291 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7953 members 
Mstep: Class 55 contains 21263 members 
Mstep: Class 56 contains 6463 members 
Mstep: Class 57 contains 5359 members 
Mstep: Class 58 contains 7364 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3351 members 
Mstep: Class 63 contains 27560 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29358 members 
Mstep: Class 70 contains 12989 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5687 members 
Mstep: Class 73 contains 133265 members 
Mstep: Class 74 contains 13599 members 
Mstep: Class 75 contains 11872 members 
Mstep: Class 76 contains 11176 members 
Mstep: Class 77 contains 6058 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23917 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22610 members 
Mstep: Class 83 contains 4024 members 
Mstep: Class 84 contains 7384 members 
Mstep: Class 85 contains 28104 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7917 members 
Mstep: Class 88 contains 7358 members 
Mstep: Class 89 contains 7557 members 
Mstep: Class 90 contains 4708 members 
Mstep: Class 91 contains 7371 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8372 members 
Mstep: Class 94 contains 4884 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10201 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6610 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2125 members 
Mstep: Class 104 contains 5867 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289024.000000 Penalty: 377274.406250
Iteration 214Q: 106 clusters Score -2.12289e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 17088 members 
Mstep: Class 3 contains 108006 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 51525 members 
Mstep: Class 9 contains 18904 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24740 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 57944 members 
Mstep: Class 16 contains 51522 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 38628 members 
Mstep: Class 19 contains 248004 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12580 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140183 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25292 members 
Mstep: Class 26 contains 7383 members 
Mstep: Class 27 contains 10531 members 
Mstep: Class 28 contains 11459 members 
Mstep: Class 29 contains 10929 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2360 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170236 members 
Mstep: Class 34 contains 5026 members 
Mstep: Class 35 contains 61036 members 
Mstep: Class 36 contains 17570 members 
Mstep: Class 37 contains 6024 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19479 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9313 members 
Mstep: Class 43 contains 9754 members 
Mstep: Class 44 contains 51057 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2564 members 
Mstep: Class 47 contains 2486 members 
Mstep: Class 48 contains 15295 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43427 members 
Mstep: Class 51 contains 33842 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7953 members 
Mstep: Class 55 contains 21267 members 
Mstep: Class 56 contains 6466 members 
Mstep: Class 57 contains 5364 members 
Mstep: Class 58 contains 7366 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 27557 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5901 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29364 members 
Mstep: Class 70 contains 12993 members 
Mstep: Class 71 contains 3084 members 
Mstep: Class 72 contains 5685 members 
Mstep: Class 73 contains 133265 members 
Mstep: Class 74 contains 13604 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6058 members 
Mstep: Class 78 contains 15283 members 
Mstep: Class 79 contains 23918 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22611 members 
Mstep: Class 83 contains 4024 members 
Mstep: Class 84 contains 7379 members 
Mstep: Class 85 contains 28112 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7925 members 
Mstep: Class 88 contains 7350 members 
Mstep: Class 89 contains 7556 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7372 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8378 members 
Mstep: Class 94 contains 4883 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10203 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6652 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2125 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288672.000000 Penalty: 377274.406250
Iteration 215Q: 106 clusters Score -2.122887e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 17086 members 
Mstep: Class 3 contains 107997 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 51512 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24742 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 57942 members 
Mstep: Class 16 contains 51535 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 38628 members 
Mstep: Class 19 contains 248007 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12580 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140185 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25291 members 
Mstep: Class 26 contains 7382 members 
Mstep: Class 27 contains 10557 members 
Mstep: Class 28 contains 11451 members 
Mstep: Class 29 contains 10928 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2360 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170161 members 
Mstep: Class 34 contains 5027 members 
Mstep: Class 35 contains 61029 members 
Mstep: Class 36 contains 17571 members 
Mstep: Class 37 contains 6024 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19480 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9317 members 
Mstep: Class 43 contains 9759 members 
Mstep: Class 44 contains 51059 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2564 members 
Mstep: Class 47 contains 2488 members 
Mstep: Class 48 contains 15294 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43418 members 
Mstep: Class 51 contains 33842 members 
Mstep: Class 52 contains 5292 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7958 members 
Mstep: Class 55 contains 21271 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 5356 members 
Mstep: Class 58 contains 7366 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27554 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5901 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29369 members 
Mstep: Class 70 contains 12997 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5682 members 
Mstep: Class 73 contains 133265 members 
Mstep: Class 74 contains 13611 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6059 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23918 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22602 members 
Mstep: Class 83 contains 4024 members 
Mstep: Class 84 contains 7376 members 
Mstep: Class 85 contains 28118 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7937 members 
Mstep: Class 88 contains 7362 members 
Mstep: Class 89 contains 7556 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7374 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8384 members 
Mstep: Class 94 contains 4882 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10204 members 
Mstep: Class 97 contains 5572 members 
Mstep: Class 98 contains 1921 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6686 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2126 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289072.000000 Penalty: 377274.406250
Iteration 216Q: 106 clusters Score -2.122891e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 17085 members 
Mstep: Class 3 contains 107993 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 6002 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 51502 members 
Mstep: Class 9 contains 18898 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3990 members 
Mstep: Class 15 contains 57937 members 
Mstep: Class 16 contains 51543 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 38629 members 
Mstep: Class 19 contains 248010 members 
Mstep: Class 20 contains 33784 members 
Mstep: Class 21 contains 12580 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140184 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25284 members 
Mstep: Class 26 contains 7379 members 
Mstep: Class 27 contains 10590 members 
Mstep: Class 28 contains 11446 members 
Mstep: Class 29 contains 10928 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 170083 members 
Mstep: Class 34 contains 5027 members 
Mstep: Class 35 contains 61017 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6025 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19478 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9327 members 
Mstep: Class 43 contains 9768 members 
Mstep: Class 44 contains 51056 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2564 members 
Mstep: Class 47 contains 2489 members 
Mstep: Class 48 contains 15294 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43417 members 
Mstep: Class 51 contains 33843 members 
Mstep: Class 52 contains 5292 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7961 members 
Mstep: Class 55 contains 21282 members 
Mstep: Class 56 contains 6473 members 
Mstep: Class 57 contains 5349 members 
Mstep: Class 58 contains 7367 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3344 members 
Mstep: Class 63 contains 27554 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5896 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29378 members 
Mstep: Class 70 contains 13000 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5679 members 
Mstep: Class 73 contains 133267 members 
Mstep: Class 74 contains 13613 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6058 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23912 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22599 members 
Mstep: Class 83 contains 4025 members 
Mstep: Class 84 contains 7369 members 
Mstep: Class 85 contains 28126 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7951 members 
Mstep: Class 88 contains 7368 members 
Mstep: Class 89 contains 7557 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7374 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8393 members 
Mstep: Class 94 contains 4880 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10204 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1922 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6726 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2126 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289120.000000 Penalty: 377274.406250
Iteration 217Q: 106 clusters Score -2.122891e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 17084 members 
Mstep: Class 3 contains 107989 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 51483 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3987 members 
Mstep: Class 15 contains 57934 members 
Mstep: Class 16 contains 51552 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 38631 members 
Mstep: Class 19 contains 248014 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12581 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140182 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25282 members 
Mstep: Class 26 contains 7378 members 
Mstep: Class 27 contains 10627 members 
Mstep: Class 28 contains 11439 members 
Mstep: Class 29 contains 10927 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 169996 members 
Mstep: Class 34 contains 5026 members 
Mstep: Class 35 contains 60999 members 
Mstep: Class 36 contains 17573 members 
Mstep: Class 37 contains 6026 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19479 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9329 members 
Mstep: Class 43 contains 9780 members 
Mstep: Class 44 contains 51063 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2565 members 
Mstep: Class 47 contains 2492 members 
Mstep: Class 48 contains 15295 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43413 members 
Mstep: Class 51 contains 33841 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7965 members 
Mstep: Class 55 contains 21291 members 
Mstep: Class 56 contains 6479 members 
Mstep: Class 57 contains 5342 members 
Mstep: Class 58 contains 7369 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27555 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5893 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29389 members 
Mstep: Class 70 contains 12999 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5677 members 
Mstep: Class 73 contains 133266 members 
Mstep: Class 74 contains 13613 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6055 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23910 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22599 members 
Mstep: Class 83 contains 4025 members 
Mstep: Class 84 contains 7362 members 
Mstep: Class 85 contains 28132 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7954 members 
Mstep: Class 88 contains 7376 members 
Mstep: Class 89 contains 7555 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8395 members 
Mstep: Class 94 contains 4879 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10205 members 
Mstep: Class 97 contains 5571 members 
Mstep: Class 98 contains 1922 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6776 members 
Mstep: Class 102 contains 1727 members 
Mstep: Class 103 contains 2126 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288944.000000 Penalty: 377274.406250
Iteration 218Q: 106 clusters Score -2.122889e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 17083 members 
Mstep: Class 3 contains 107972 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 51467 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 3988 members 
Mstep: Class 15 contains 57932 members 
Mstep: Class 16 contains 51564 members 
Mstep: Class 17 contains 6376 members 
Mstep: Class 18 contains 38635 members 
Mstep: Class 19 contains 248026 members 
Mstep: Class 20 contains 33782 members 
Mstep: Class 21 contains 12583 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140181 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25268 members 
Mstep: Class 26 contains 7378 members 
Mstep: Class 27 contains 10656 members 
Mstep: Class 28 contains 11432 members 
Mstep: Class 29 contains 10923 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2356 members 
Mstep: Class 32 contains 7040 members 
Mstep: Class 33 contains 169901 members 
Mstep: Class 34 contains 5030 members 
Mstep: Class 35 contains 60990 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6029 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19479 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9329 members 
Mstep: Class 43 contains 9791 members 
Mstep: Class 44 contains 51069 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2565 members 
Mstep: Class 47 contains 2493 members 
Mstep: Class 48 contains 15298 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43414 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7971 members 
Mstep: Class 55 contains 21291 members 
Mstep: Class 56 contains 6480 members 
Mstep: Class 57 contains 5339 members 
Mstep: Class 58 contains 7371 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3348 members 
Mstep: Class 63 contains 27553 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29406 members 
Mstep: Class 70 contains 13004 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133268 members 
Mstep: Class 74 contains 13615 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11178 members 
Mstep: Class 77 contains 6054 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23908 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22603 members 
Mstep: Class 83 contains 4026 members 
Mstep: Class 84 contains 7355 members 
Mstep: Class 85 contains 28140 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7960 members 
Mstep: Class 88 contains 7391 members 
Mstep: Class 89 contains 7552 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8396 members 
Mstep: Class 94 contains 4879 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10209 members 
Mstep: Class 97 contains 5567 members 
Mstep: Class 98 contains 1920 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6806 members 
Mstep: Class 102 contains 1728 members 
Mstep: Class 103 contains 2126 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288848.000000 Penalty: 377274.406250
Iteration 219Q: 106 clusters Score -2.122888e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 17081 members 
Mstep: Class 3 contains 107964 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 51459 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24743 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 3986 members 
Mstep: Class 15 contains 57926 members 
Mstep: Class 16 contains 51567 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 38638 members 
Mstep: Class 19 contains 248026 members 
Mstep: Class 20 contains 33780 members 
Mstep: Class 21 contains 12585 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140182 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25259 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 10691 members 
Mstep: Class 28 contains 11431 members 
Mstep: Class 29 contains 10923 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2355 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 169842 members 
Mstep: Class 34 contains 5030 members 
Mstep: Class 35 contains 60979 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6030 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19476 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9327 members 
Mstep: Class 43 contains 9806 members 
Mstep: Class 44 contains 51076 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2565 members 
Mstep: Class 47 contains 2496 members 
Mstep: Class 48 contains 15296 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43414 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7978 members 
Mstep: Class 55 contains 21290 members 
Mstep: Class 56 contains 6478 members 
Mstep: Class 57 contains 5332 members 
Mstep: Class 58 contains 7374 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27551 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5896 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29415 members 
Mstep: Class 70 contains 13008 members 
Mstep: Class 71 contains 3079 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133267 members 
Mstep: Class 74 contains 13615 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6052 members 
Mstep: Class 78 contains 15287 members 
Mstep: Class 79 contains 23904 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22597 members 
Mstep: Class 83 contains 4026 members 
Mstep: Class 84 contains 7349 members 
Mstep: Class 85 contains 28141 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7974 members 
Mstep: Class 88 contains 7400 members 
Mstep: Class 89 contains 7552 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8397 members 
Mstep: Class 94 contains 4879 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10212 members 
Mstep: Class 97 contains 5569 members 
Mstep: Class 98 contains 1920 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6829 members 
Mstep: Class 102 contains 1728 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288800.000000 Penalty: 377274.406250
Iteration 220F: 106 clusters Score -2.122888e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 17080 members 
Mstep: Class 3 contains 107959 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 51454 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 57915 members 
Mstep: Class 16 contains 51565 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 38642 members 
Mstep: Class 19 contains 248026 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12586 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140185 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25251 members 
Mstep: Class 26 contains 7373 members 
Mstep: Class 27 contains 10738 members 
Mstep: Class 28 contains 11428 members 
Mstep: Class 29 contains 10922 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2355 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 169776 members 
Mstep: Class 34 contains 5030 members 
Mstep: Class 35 contains 60967 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6031 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19473 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9325 members 
Mstep: Class 43 contains 9816 members 
Mstep: Class 44 contains 51081 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2565 members 
Mstep: Class 47 contains 2498 members 
Mstep: Class 48 contains 15297 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43416 members 
Mstep: Class 51 contains 33841 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7982 members 
Mstep: Class 55 contains 21291 members 
Mstep: Class 56 contains 6478 members 
Mstep: Class 57 contains 5329 members 
Mstep: Class 58 contains 7375 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27551 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29421 members 
Mstep: Class 70 contains 13011 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5679 members 
Mstep: Class 73 contains 133262 members 
Mstep: Class 74 contains 13615 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11176 members 
Mstep: Class 77 contains 6059 members 
Mstep: Class 78 contains 15287 members 
Mstep: Class 79 contains 23901 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22595 members 
Mstep: Class 83 contains 4026 members 
Mstep: Class 84 contains 7346 members 
Mstep: Class 85 contains 28146 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7984 members 
Mstep: Class 88 contains 7402 members 
Mstep: Class 89 contains 7554 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3756 members 
Mstep: Class 93 contains 8396 members 
Mstep: Class 94 contains 4880 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10214 members 
Mstep: Class 97 contains 5568 members 
Mstep: Class 98 contains 1920 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6853 members 
Mstep: Class 102 contains 1729 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288960.000000 Penalty: 377274.406250
Iteration 221Q: 106 clusters Score -2.12289e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 17079 members 
Mstep: Class 3 contains 107946 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 51442 members 
Mstep: Class 9 contains 18894 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24745 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 57905 members 
Mstep: Class 16 contains 51569 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 38644 members 
Mstep: Class 19 contains 248020 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12590 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140183 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25239 members 
Mstep: Class 26 contains 7370 members 
Mstep: Class 27 contains 10792 members 
Mstep: Class 28 contains 11427 members 
Mstep: Class 29 contains 10921 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2352 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 169723 members 
Mstep: Class 34 contains 5031 members 
Mstep: Class 35 contains 60958 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6031 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19475 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9322 members 
Mstep: Class 43 contains 9831 members 
Mstep: Class 44 contains 51083 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2565 members 
Mstep: Class 47 contains 2499 members 
Mstep: Class 48 contains 15298 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43413 members 
Mstep: Class 51 contains 33841 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7989 members 
Mstep: Class 55 contains 21294 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5327 members 
Mstep: Class 58 contains 7376 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3343 members 
Mstep: Class 63 contains 27550 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29430 members 
Mstep: Class 70 contains 13012 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5676 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13614 members 
Mstep: Class 75 contains 11879 members 
Mstep: Class 76 contains 11176 members 
Mstep: Class 77 contains 6063 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23902 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22597 members 
Mstep: Class 83 contains 4025 members 
Mstep: Class 84 contains 7332 members 
Mstep: Class 85 contains 28154 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 7996 members 
Mstep: Class 88 contains 7409 members 
Mstep: Class 89 contains 7557 members 
Mstep: Class 90 contains 4707 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3756 members 
Mstep: Class 93 contains 8403 members 
Mstep: Class 94 contains 4882 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10215 members 
Mstep: Class 97 contains 5567 members 
Mstep: Class 98 contains 1920 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6870 members 
Mstep: Class 102 contains 1730 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288896.000000 Penalty: 377274.406250
Iteration 222Q: 106 clusters Score -2.122889e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 17078 members 
Mstep: Class 3 contains 107934 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 51429 members 
Mstep: Class 9 contains 18889 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24747 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 57898 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38643 members 
Mstep: Class 19 contains 248015 members 
Mstep: Class 20 contains 33784 members 
Mstep: Class 21 contains 12593 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140180 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25227 members 
Mstep: Class 26 contains 7370 members 
Mstep: Class 27 contains 10845 members 
Mstep: Class 28 contains 11430 members 
Mstep: Class 29 contains 10919 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 169694 members 
Mstep: Class 34 contains 5029 members 
Mstep: Class 35 contains 60940 members 
Mstep: Class 36 contains 17573 members 
Mstep: Class 37 contains 6031 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19475 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9326 members 
Mstep: Class 43 contains 9847 members 
Mstep: Class 44 contains 51088 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2566 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15299 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43406 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 7995 members 
Mstep: Class 55 contains 21297 members 
Mstep: Class 56 contains 6473 members 
Mstep: Class 57 contains 5329 members 
Mstep: Class 58 contains 7377 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3344 members 
Mstep: Class 63 contains 27546 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29440 members 
Mstep: Class 70 contains 13012 members 
Mstep: Class 71 contains 3073 members 
Mstep: Class 72 contains 5677 members 
Mstep: Class 73 contains 133250 members 
Mstep: Class 74 contains 13613 members 
Mstep: Class 75 contains 11879 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6063 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22593 members 
Mstep: Class 83 contains 4026 members 
Mstep: Class 84 contains 7314 members 
Mstep: Class 85 contains 28157 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8004 members 
Mstep: Class 88 contains 7419 members 
Mstep: Class 89 contains 7557 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3756 members 
Mstep: Class 93 contains 8410 members 
Mstep: Class 94 contains 4882 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10217 members 
Mstep: Class 97 contains 5565 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6884 members 
Mstep: Class 102 contains 1730 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288992.000000 Penalty: 377274.406250
Iteration 223Q: 106 clusters Score -2.12289e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 17077 members 
Mstep: Class 3 contains 107925 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5986 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51418 members 
Mstep: Class 9 contains 18888 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 57888 members 
Mstep: Class 16 contains 51584 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 38644 members 
Mstep: Class 19 contains 248014 members 
Mstep: Class 20 contains 33786 members 
Mstep: Class 21 contains 12593 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140185 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25215 members 
Mstep: Class 26 contains 7368 members 
Mstep: Class 27 contains 10897 members 
Mstep: Class 28 contains 11429 members 
Mstep: Class 29 contains 10919 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 169644 members 
Mstep: Class 34 contains 5030 members 
Mstep: Class 35 contains 60918 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6032 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19474 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9330 members 
Mstep: Class 43 contains 9861 members 
Mstep: Class 44 contains 51090 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2566 members 
Mstep: Class 47 contains 2499 members 
Mstep: Class 48 contains 15302 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43401 members 
Mstep: Class 51 contains 33842 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8000 members 
Mstep: Class 55 contains 21303 members 
Mstep: Class 56 contains 6473 members 
Mstep: Class 57 contains 5325 members 
Mstep: Class 58 contains 7380 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3345 members 
Mstep: Class 63 contains 27545 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5901 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29449 members 
Mstep: Class 70 contains 13013 members 
Mstep: Class 71 contains 3069 members 
Mstep: Class 72 contains 5676 members 
Mstep: Class 73 contains 133250 members 
Mstep: Class 74 contains 13614 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11178 members 
Mstep: Class 77 contains 6065 members 
Mstep: Class 78 contains 15287 members 
Mstep: Class 79 contains 23901 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22593 members 
Mstep: Class 83 contains 4027 members 
Mstep: Class 84 contains 7311 members 
Mstep: Class 85 contains 28160 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8009 members 
Mstep: Class 88 contains 7421 members 
Mstep: Class 89 contains 7556 members 
Mstep: Class 90 contains 4707 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3756 members 
Mstep: Class 93 contains 8413 members 
Mstep: Class 94 contains 4883 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10218 members 
Mstep: Class 97 contains 5562 members 
Mstep: Class 98 contains 1918 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6899 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5869 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 224Q: 106 clusters Score -2.122889e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 17076 members 
Mstep: Class 3 contains 107917 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51410 members 
Mstep: Class 9 contains 18897 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 57877 members 
Mstep: Class 16 contains 51588 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 38645 members 
Mstep: Class 19 contains 248011 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12593 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140177 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25211 members 
Mstep: Class 26 contains 7367 members 
Mstep: Class 27 contains 10945 members 
Mstep: Class 28 contains 11427 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169610 members 
Mstep: Class 34 contains 5031 members 
Mstep: Class 35 contains 60907 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6033 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19475 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9339 members 
Mstep: Class 43 contains 9878 members 
Mstep: Class 44 contains 51096 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2563 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15304 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43399 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8008 members 
Mstep: Class 55 contains 21304 members 
Mstep: Class 56 contains 6469 members 
Mstep: Class 57 contains 5322 members 
Mstep: Class 58 contains 7382 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3350 members 
Mstep: Class 63 contains 27542 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29457 members 
Mstep: Class 70 contains 13013 members 
Mstep: Class 71 contains 3070 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133249 members 
Mstep: Class 74 contains 13616 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6066 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22585 members 
Mstep: Class 83 contains 4028 members 
Mstep: Class 84 contains 7303 members 
Mstep: Class 85 contains 28164 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8013 members 
Mstep: Class 88 contains 7424 members 
Mstep: Class 89 contains 7555 members 
Mstep: Class 90 contains 4707 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3757 members 
Mstep: Class 93 contains 8413 members 
Mstep: Class 94 contains 4884 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10221 members 
Mstep: Class 97 contains 5560 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6904 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5870 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288736.000000 Penalty: 377274.406250
Iteration 225Q: 106 clusters Score -2.122887e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 17073 members 
Mstep: Class 3 contains 107915 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51396 members 
Mstep: Class 9 contains 18897 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3940 members 
Mstep: Class 15 contains 57852 members 
Mstep: Class 16 contains 51589 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 38648 members 
Mstep: Class 19 contains 248004 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12593 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140181 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25205 members 
Mstep: Class 26 contains 7365 members 
Mstep: Class 27 contains 10992 members 
Mstep: Class 28 contains 11426 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169575 members 
Mstep: Class 34 contains 5036 members 
Mstep: Class 35 contains 60901 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6033 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19475 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9346 members 
Mstep: Class 43 contains 9900 members 
Mstep: Class 44 contains 51098 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2561 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15305 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43397 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8014 members 
Mstep: Class 55 contains 21310 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5319 members 
Mstep: Class 58 contains 7383 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3352 members 
Mstep: Class 63 contains 27538 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5899 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29464 members 
Mstep: Class 70 contains 13013 members 
Mstep: Class 71 contains 3069 members 
Mstep: Class 72 contains 5681 members 
Mstep: Class 73 contains 133248 members 
Mstep: Class 74 contains 13618 members 
Mstep: Class 75 contains 11875 members 
Mstep: Class 76 contains 11178 members 
Mstep: Class 77 contains 6068 members 
Mstep: Class 78 contains 15287 members 
Mstep: Class 79 contains 23895 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22578 members 
Mstep: Class 83 contains 4028 members 
Mstep: Class 84 contains 7299 members 
Mstep: Class 85 contains 28165 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8016 members 
Mstep: Class 88 contains 7424 members 
Mstep: Class 89 contains 7553 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7377 members 
Mstep: Class 92 contains 3757 members 
Mstep: Class 93 contains 8414 members 
Mstep: Class 94 contains 4885 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10226 members 
Mstep: Class 97 contains 5560 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6906 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5871 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288800.000000 Penalty: 377274.406250
Iteration 226Q: 106 clusters Score -2.122888e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 17072 members 
Mstep: Class 3 contains 107906 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51382 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24749 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 57834 members 
Mstep: Class 16 contains 51588 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 38649 members 
Mstep: Class 19 contains 247989 members 
Mstep: Class 20 contains 33780 members 
Mstep: Class 21 contains 12595 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140187 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25197 members 
Mstep: Class 26 contains 7363 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 11421 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169555 members 
Mstep: Class 34 contains 5034 members 
Mstep: Class 35 contains 60892 members 
Mstep: Class 36 contains 17578 members 
Mstep: Class 37 contains 6034 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19473 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9348 members 
Mstep: Class 43 contains 9920 members 
Mstep: Class 44 contains 51101 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2560 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15307 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 43399 members 
Mstep: Class 51 contains 33842 members 
Mstep: Class 52 contains 5294 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8020 members 
Mstep: Class 55 contains 21313 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5315 members 
Mstep: Class 58 contains 7384 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 27537 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29478 members 
Mstep: Class 70 contains 13014 members 
Mstep: Class 71 contains 3070 members 
Mstep: Class 72 contains 5684 members 
Mstep: Class 73 contains 133248 members 
Mstep: Class 74 contains 13620 members 
Mstep: Class 75 contains 11875 members 
Mstep: Class 76 contains 11177 members 
Mstep: Class 77 contains 6071 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23892 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22577 members 
Mstep: Class 83 contains 4030 members 
Mstep: Class 84 contains 7294 members 
Mstep: Class 85 contains 28168 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8023 members 
Mstep: Class 88 contains 7423 members 
Mstep: Class 89 contains 7554 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3757 members 
Mstep: Class 93 contains 8417 members 
Mstep: Class 94 contains 4887 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10230 members 
Mstep: Class 97 contains 5560 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6911 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5872 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 227Q: 106 clusters Score -2.122889e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17070 members 
Mstep: Class 3 contains 107893 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51369 members 
Mstep: Class 9 contains 18897 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 57818 members 
Mstep: Class 16 contains 51593 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 38651 members 
Mstep: Class 19 contains 247989 members 
Mstep: Class 20 contains 33780 members 
Mstep: Class 21 contains 12596 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140193 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 7361 members 
Mstep: Class 27 contains 11062 members 
Mstep: Class 28 contains 11421 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169523 members 
Mstep: Class 34 contains 5030 members 
Mstep: Class 35 contains 60885 members 
Mstep: Class 36 contains 17578 members 
Mstep: Class 37 contains 6035 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19471 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9348 members 
Mstep: Class 43 contains 9941 members 
Mstep: Class 44 contains 51102 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2558 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15309 members 
Mstep: Class 49 contains 2630 members 
Mstep: Class 50 contains 43397 members 
Mstep: Class 51 contains 33842 members 
Mstep: Class 52 contains 5295 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8027 members 
Mstep: Class 55 contains 21322 members 
Mstep: Class 56 contains 6470 members 
Mstep: Class 57 contains 5309 members 
Mstep: Class 58 contains 7386 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27535 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29491 members 
Mstep: Class 70 contains 13015 members 
Mstep: Class 71 contains 3073 members 
Mstep: Class 72 contains 5686 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 13624 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6074 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23893 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22570 members 
Mstep: Class 83 contains 4031 members 
Mstep: Class 84 contains 7288 members 
Mstep: Class 85 contains 28174 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8029 members 
Mstep: Class 88 contains 7424 members 
Mstep: Class 89 contains 7552 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7376 members 
Mstep: Class 92 contains 3757 members 
Mstep: Class 93 contains 8431 members 
Mstep: Class 94 contains 4887 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10232 members 
Mstep: Class 97 contains 5558 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2309 members 
Mstep: Class 101 contains 6913 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5872 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288576.000000 Penalty: 377274.406250
Iteration 228Q: 106 clusters Score -2.122886e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 17068 members 
Mstep: Class 3 contains 107883 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51359 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24754 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 57808 members 
Mstep: Class 16 contains 51598 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 38656 members 
Mstep: Class 19 contains 247999 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12598 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140186 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25177 members 
Mstep: Class 26 contains 7362 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169485 members 
Mstep: Class 34 contains 5031 members 
Mstep: Class 35 contains 60880 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6035 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9346 members 
Mstep: Class 43 contains 9955 members 
Mstep: Class 44 contains 51101 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2555 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15310 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 43395 members 
Mstep: Class 51 contains 33841 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8040 members 
Mstep: Class 55 contains 21326 members 
Mstep: Class 56 contains 6465 members 
Mstep: Class 57 contains 5310 members 
Mstep: Class 58 contains 7387 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3343 members 
Mstep: Class 63 contains 27536 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29501 members 
Mstep: Class 70 contains 13017 members 
Mstep: Class 71 contains 3075 members 
Mstep: Class 72 contains 5688 members 
Mstep: Class 73 contains 133242 members 
Mstep: Class 74 contains 13625 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6072 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23892 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22565 members 
Mstep: Class 83 contains 4035 members 
Mstep: Class 84 contains 7289 members 
Mstep: Class 85 contains 28179 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8040 members 
Mstep: Class 88 contains 7430 members 
Mstep: Class 89 contains 7551 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3757 members 
Mstep: Class 93 contains 8436 members 
Mstep: Class 94 contains 4888 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10235 members 
Mstep: Class 97 contains 5556 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2310 members 
Mstep: Class 101 contains 6917 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5872 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288960.000000 Penalty: 377274.406250
Iteration 229Q: 106 clusters Score -2.12289e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 17066 members 
Mstep: Class 3 contains 107869 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51347 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24756 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 57797 members 
Mstep: Class 16 contains 51604 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 38659 members 
Mstep: Class 19 contains 248005 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 12600 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140186 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25163 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169454 members 
Mstep: Class 34 contains 5031 members 
Mstep: Class 35 contains 60873 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6035 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19471 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9351 members 
Mstep: Class 43 contains 9965 members 
Mstep: Class 44 contains 51102 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2554 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15310 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43392 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8051 members 
Mstep: Class 55 contains 21330 members 
Mstep: Class 56 contains 6462 members 
Mstep: Class 57 contains 5318 members 
Mstep: Class 58 contains 7388 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27538 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29509 members 
Mstep: Class 70 contains 13019 members 
Mstep: Class 71 contains 3075 members 
Mstep: Class 72 contains 5684 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 13630 members 
Mstep: Class 75 contains 11872 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6074 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23889 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22559 members 
Mstep: Class 83 contains 4038 members 
Mstep: Class 84 contains 7284 members 
Mstep: Class 85 contains 28182 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8050 members 
Mstep: Class 88 contains 7427 members 
Mstep: Class 89 contains 7550 members 
Mstep: Class 90 contains 4707 members 
Mstep: Class 91 contains 7381 members 
Mstep: Class 92 contains 3758 members 
Mstep: Class 93 contains 8443 members 
Mstep: Class 94 contains 4888 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10238 members 
Mstep: Class 97 contains 5554 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6925 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5872 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288960.000000 Penalty: 377274.406250
Iteration 230Q: 106 clusters Score -2.12289e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 17066 members 
Mstep: Class 3 contains 107855 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 51339 members 
Mstep: Class 9 contains 18891 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 24760 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 57787 members 
Mstep: Class 16 contains 51604 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 38660 members 
Mstep: Class 19 contains 248007 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140188 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25156 members 
Mstep: Class 26 contains 7359 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169452 members 
Mstep: Class 34 contains 5029 members 
Mstep: Class 35 contains 60863 members 
Mstep: Class 36 contains 17577 members 
Mstep: Class 37 contains 6034 members 
Mstep: Class 38 contains 4117 members 
Mstep: Class 39 contains 19471 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9359 members 
Mstep: Class 43 contains 9976 members 
Mstep: Class 44 contains 51103 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15310 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33830 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8054 members 
Mstep: Class 55 contains 21337 members 
Mstep: Class 56 contains 6461 members 
Mstep: Class 57 contains 5324 members 
Mstep: Class 58 contains 7389 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5742 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27539 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29515 members 
Mstep: Class 70 contains 13020 members 
Mstep: Class 71 contains 3075 members 
Mstep: Class 72 contains 5680 members 
Mstep: Class 73 contains 133240 members 
Mstep: Class 74 contains 13632 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6076 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23888 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22548 members 
Mstep: Class 83 contains 4041 members 
Mstep: Class 84 contains 7277 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8061 members 
Mstep: Class 88 contains 7429 members 
Mstep: Class 89 contains 7550 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3759 members 
Mstep: Class 93 contains 8445 members 
Mstep: Class 94 contains 4888 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10238 members 
Mstep: Class 97 contains 5555 members 
Mstep: Class 98 contains 1919 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6926 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289392.000000 Penalty: 377274.406250
Iteration 231Q: 106 clusters Score -2.122894e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 17066 members 
Mstep: Class 3 contains 107847 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 51336 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24763 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 57785 members 
Mstep: Class 16 contains 51607 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 38666 members 
Mstep: Class 19 contains 247999 members 
Mstep: Class 20 contains 33784 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140187 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25148 members 
Mstep: Class 26 contains 7358 members 
Mstep: Class 27 contains 11123 members 
Mstep: Class 28 contains 11421 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169429 members 
Mstep: Class 34 contains 5036 members 
Mstep: Class 35 contains 60854 members 
Mstep: Class 36 contains 17578 members 
Mstep: Class 37 contains 6035 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19471 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9355 members 
Mstep: Class 43 contains 9982 members 
Mstep: Class 44 contains 51103 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2501 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43385 members 
Mstep: Class 51 contains 33827 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8057 members 
Mstep: Class 55 contains 21342 members 
Mstep: Class 56 contains 6454 members 
Mstep: Class 57 contains 5326 members 
Mstep: Class 58 contains 7389 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5743 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27534 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5899 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29520 members 
Mstep: Class 70 contains 13020 members 
Mstep: Class 71 contains 3074 members 
Mstep: Class 72 contains 5680 members 
Mstep: Class 73 contains 133240 members 
Mstep: Class 74 contains 13636 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6078 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23890 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22539 members 
Mstep: Class 83 contains 4041 members 
Mstep: Class 84 contains 7273 members 
Mstep: Class 85 contains 28184 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8067 members 
Mstep: Class 88 contains 7442 members 
Mstep: Class 89 contains 7551 members 
Mstep: Class 90 contains 4704 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3758 members 
Mstep: Class 93 contains 8446 members 
Mstep: Class 94 contains 4890 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10239 members 
Mstep: Class 97 contains 5554 members 
Mstep: Class 98 contains 1918 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6929 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289536.000000 Penalty: 377274.406250
Iteration 232Q: 106 clusters Score -2.122895e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 17065 members 
Mstep: Class 3 contains 107841 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 51328 members 
Mstep: Class 9 contains 18893 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 57779 members 
Mstep: Class 16 contains 51609 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248002 members 
Mstep: Class 20 contains 33784 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140182 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25139 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 11127 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169406 members 
Mstep: Class 34 contains 5037 members 
Mstep: Class 35 contains 60851 members 
Mstep: Class 36 contains 17580 members 
Mstep: Class 37 contains 6038 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19471 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9358 members 
Mstep: Class 43 contains 9987 members 
Mstep: Class 44 contains 51109 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2502 members 
Mstep: Class 48 contains 15312 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43386 members 
Mstep: Class 51 contains 33824 members 
Mstep: Class 52 contains 5297 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8060 members 
Mstep: Class 55 contains 21345 members 
Mstep: Class 56 contains 6454 members 
Mstep: Class 57 contains 5324 members 
Mstep: Class 58 contains 7390 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5744 members 
Mstep: Class 62 contains 3352 members 
Mstep: Class 63 contains 27532 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29523 members 
Mstep: Class 70 contains 13022 members 
Mstep: Class 71 contains 3074 members 
Mstep: Class 72 contains 5679 members 
Mstep: Class 73 contains 133248 members 
Mstep: Class 74 contains 13640 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6078 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23886 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22532 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7273 members 
Mstep: Class 85 contains 28193 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8070 members 
Mstep: Class 88 contains 7448 members 
Mstep: Class 89 contains 7550 members 
Mstep: Class 90 contains 4704 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3757 members 
Mstep: Class 93 contains 8450 members 
Mstep: Class 94 contains 4890 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10240 members 
Mstep: Class 97 contains 5553 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6924 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289376.000000 Penalty: 377274.406250
Iteration 233Q: 106 clusters Score -2.122894e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 17062 members 
Mstep: Class 3 contains 107840 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 51318 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24768 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 57777 members 
Mstep: Class 16 contains 51610 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 248011 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140183 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 25130 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 11123 members 
Mstep: Class 28 contains 11419 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169390 members 
Mstep: Class 34 contains 5037 members 
Mstep: Class 35 contains 60849 members 
Mstep: Class 36 contains 17581 members 
Mstep: Class 37 contains 6040 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9365 members 
Mstep: Class 43 contains 9994 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2502 members 
Mstep: Class 48 contains 15310 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43385 members 
Mstep: Class 51 contains 33823 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8063 members 
Mstep: Class 55 contains 21350 members 
Mstep: Class 56 contains 6458 members 
Mstep: Class 57 contains 5325 members 
Mstep: Class 58 contains 7390 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5745 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 27530 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29528 members 
Mstep: Class 70 contains 13026 members 
Mstep: Class 71 contains 3074 members 
Mstep: Class 72 contains 5679 members 
Mstep: Class 73 contains 133244 members 
Mstep: Class 74 contains 13646 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6080 members 
Mstep: Class 78 contains 15288 members 
Mstep: Class 79 contains 23890 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22519 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7277 members 
Mstep: Class 85 contains 28193 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8075 members 
Mstep: Class 88 contains 7454 members 
Mstep: Class 89 contains 7550 members 
Mstep: Class 90 contains 4704 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3756 members 
Mstep: Class 93 contains 8452 members 
Mstep: Class 94 contains 4889 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10241 members 
Mstep: Class 97 contains 5551 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6914 members 
Mstep: Class 102 contains 1732 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289136.000000 Penalty: 377274.406250
Iteration 234Q: 106 clusters Score -2.122891e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 17057 members 
Mstep: Class 3 contains 107837 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 51310 members 
Mstep: Class 9 contains 18891 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 24771 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3904 members 
Mstep: Class 15 contains 57773 members 
Mstep: Class 16 contains 51610 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 38670 members 
Mstep: Class 19 contains 248015 members 
Mstep: Class 20 contains 33779 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140182 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25117 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 11144 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169377 members 
Mstep: Class 34 contains 5040 members 
Mstep: Class 35 contains 60846 members 
Mstep: Class 36 contains 17580 members 
Mstep: Class 37 contains 6040 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9365 members 
Mstep: Class 43 contains 10000 members 
Mstep: Class 44 contains 51111 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2502 members 
Mstep: Class 48 contains 15310 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43387 members 
Mstep: Class 51 contains 33822 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8058 members 
Mstep: Class 55 contains 21353 members 
Mstep: Class 56 contains 6460 members 
Mstep: Class 57 contains 5328 members 
Mstep: Class 58 contains 7391 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5746 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 27526 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5901 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29533 members 
Mstep: Class 70 contains 13033 members 
Mstep: Class 71 contains 3074 members 
Mstep: Class 72 contains 5678 members 
Mstep: Class 73 contains 133246 members 
Mstep: Class 74 contains 13649 members 
Mstep: Class 75 contains 11870 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6078 members 
Mstep: Class 78 contains 15288 members 
Mstep: Class 79 contains 23894 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22511 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7274 members 
Mstep: Class 85 contains 28197 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8079 members 
Mstep: Class 88 contains 7460 members 
Mstep: Class 89 contains 7551 members 
Mstep: Class 90 contains 4704 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8457 members 
Mstep: Class 94 contains 4891 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10243 members 
Mstep: Class 97 contains 5550 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6910 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289264.000000 Penalty: 377274.406250
Iteration 235Q: 106 clusters Score -2.122893e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 107833 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5967 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51304 members 
Mstep: Class 9 contains 18893 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24774 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3901 members 
Mstep: Class 15 contains 57767 members 
Mstep: Class 16 contains 51610 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38670 members 
Mstep: Class 19 contains 248015 members 
Mstep: Class 20 contains 33777 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140184 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25102 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 11155 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169368 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 60830 members 
Mstep: Class 36 contains 17581 members 
Mstep: Class 37 contains 6040 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9370 members 
Mstep: Class 43 contains 10006 members 
Mstep: Class 44 contains 51112 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2501 members 
Mstep: Class 48 contains 15313 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43387 members 
Mstep: Class 51 contains 33824 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8058 members 
Mstep: Class 55 contains 21357 members 
Mstep: Class 56 contains 6461 members 
Mstep: Class 57 contains 5335 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5748 members 
Mstep: Class 62 contains 3352 members 
Mstep: Class 63 contains 27522 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5903 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29539 members 
Mstep: Class 70 contains 13040 members 
Mstep: Class 71 contains 3074 members 
Mstep: Class 72 contains 5679 members 
Mstep: Class 73 contains 133242 members 
Mstep: Class 74 contains 13651 members 
Mstep: Class 75 contains 11872 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6077 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23901 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22491 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7272 members 
Mstep: Class 85 contains 28198 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8095 members 
Mstep: Class 88 contains 7465 members 
Mstep: Class 89 contains 7550 members 
Mstep: Class 90 contains 4704 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8459 members 
Mstep: Class 94 contains 4891 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10246 members 
Mstep: Class 97 contains 5548 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6903 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289472.000000 Penalty: 377274.406250
Iteration 236Q: 106 clusters Score -2.122895e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 17054 members 
Mstep: Class 3 contains 107829 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5968 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 51296 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24775 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3901 members 
Mstep: Class 15 contains 57759 members 
Mstep: Class 16 contains 51612 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248018 members 
Mstep: Class 20 contains 33779 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140180 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25082 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11167 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 10914 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169363 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 60825 members 
Mstep: Class 36 contains 17580 members 
Mstep: Class 37 contains 6040 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9371 members 
Mstep: Class 43 contains 10010 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15313 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43386 members 
Mstep: Class 51 contains 33826 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8062 members 
Mstep: Class 55 contains 21362 members 
Mstep: Class 56 contains 6467 members 
Mstep: Class 57 contains 5339 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 27517 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5900 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29544 members 
Mstep: Class 70 contains 13046 members 
Mstep: Class 71 contains 3075 members 
Mstep: Class 72 contains 5677 members 
Mstep: Class 73 contains 133239 members 
Mstep: Class 74 contains 13653 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6078 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23902 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22484 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7272 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8109 members 
Mstep: Class 88 contains 7473 members 
Mstep: Class 89 contains 7549 members 
Mstep: Class 90 contains 4704 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8461 members 
Mstep: Class 94 contains 4892 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10248 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6898 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289408.000000 Penalty: 377274.406250
Iteration 237Q: 106 clusters Score -2.122894e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 17055 members 
Mstep: Class 3 contains 107827 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51288 members 
Mstep: Class 9 contains 18887 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3900 members 
Mstep: Class 15 contains 57751 members 
Mstep: Class 16 contains 51611 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248019 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140181 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25068 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11181 members 
Mstep: Class 28 contains 11411 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169349 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 60816 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6041 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19471 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9376 members 
Mstep: Class 43 contains 10012 members 
Mstep: Class 44 contains 51112 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43387 members 
Mstep: Class 51 contains 33826 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8063 members 
Mstep: Class 55 contains 21369 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 5341 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 27513 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5901 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29550 members 
Mstep: Class 70 contains 13048 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5677 members 
Mstep: Class 73 contains 133236 members 
Mstep: Class 74 contains 13654 members 
Mstep: Class 75 contains 11887 members 
Mstep: Class 76 contains 11186 members 
Mstep: Class 77 contains 6079 members 
Mstep: Class 78 contains 15288 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22479 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7270 members 
Mstep: Class 85 contains 28190 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8125 members 
Mstep: Class 88 contains 7480 members 
Mstep: Class 89 contains 7548 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8459 members 
Mstep: Class 94 contains 4894 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10251 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6901 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289568.000000 Penalty: 377274.406250
Iteration 238Q: 106 clusters Score -2.122896e+08 nChanged 293
Entering ConstructFrom: 
Score: -212289568.000000 Penalty: 377274.406250
Entering ConstructFrom: 
Trying to split cluster 1 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -1879448.500000 Penalty: 2408.642090
	Iteration 0F: 2 clusters Score -1879448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1867674.625000 Penalty: 4817.284180
	Iteration 0F: 3 clusters Score -1867675 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1871538.000000 Penalty: 4817.284180
	Iteration 1F: 3 clusters Score -1871538 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1871967.500000 Penalty: 4817.284180
	Iteration 2F: 3 clusters Score -1871968 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1872362.500000 Penalty: 4817.284180
	Iteration 3F: 3 clusters Score -1872362 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1872760.500000 Penalty: 4817.284180
	Iteration 4F: 3 clusters Score -1872760 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1873221.375000 Penalty: 4817.284180
	Iteration 5F: 3 clusters Score -1873221 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1873700.000000 Penalty: 4817.284180
	Iteration 6F: 3 clusters Score -1873700 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1874187.250000 Penalty: 4817.284180
	Iteration 7F: 3 clusters Score -1874187 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1874661.875000 Penalty: 4817.284180
	Iteration 8Q: 3 clusters Score -1874662 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1875092.250000 Penalty: 4817.284180
	Iteration 9Q: 3 clusters Score -1875092 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1875524.875000 Penalty: 4817.284180
	Iteration 10Q: 3 clusters Score -1875525 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1876003.250000 Penalty: 4817.284180
	Iteration 11Q: 3 clusters Score -1876003 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1876479.375000 Penalty: 4817.284180
	Iteration 12Q: 3 clusters Score -1876479 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1876910.875000 Penalty: 4817.284180
	Iteration 13Q: 3 clusters Score -1876911 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1877290.625000 Penalty: 4817.284180
	Iteration 14Q: 3 clusters Score -1877291 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1877591.125000 Penalty: 4817.284180
	Iteration 15Q: 3 clusters Score -1877591 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1877794.750000 Penalty: 4817.284180
	Iteration 16Q: 3 clusters Score -1877795 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1877932.625000 Penalty: 4817.284180
	Iteration 17Q: 3 clusters Score -1877933 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1878030.125000 Penalty: 4817.284180
	Iteration 18Q: 3 clusters Score -1878030 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1878117.000000 Penalty: 4817.284180
	Iteration 19Q: 3 clusters Score -1878117 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1878197.000000 Penalty: 4817.284180
	Iteration 20F: 3 clusters Score -1878197 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1878275.875000 Penalty: 4817.284180
	Iteration 21Q: 3 clusters Score -1878276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1878359.375000 Penalty: 4817.284180
	Iteration 22Q: 3 clusters Score -1878359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1878443.125000 Penalty: 4817.284180
	Iteration 23Q: 3 clusters Score -1878443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1878531.125000 Penalty: 4817.284180
	Iteration 24Q: 3 clusters Score -1878531 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1878592.500000 Penalty: 4817.284180
	Iteration 25Q: 3 clusters Score -1878592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1878667.750000 Penalty: 4817.284180
	Iteration 26Q: 3 clusters Score -1878668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1878722.625000 Penalty: 4817.284180
	Iteration 27Q: 3 clusters Score -1878723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1878771.750000 Penalty: 4817.284180
	Iteration 28Q: 3 clusters Score -1878772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1878807.375000 Penalty: 4817.284180
	Iteration 29Q: 3 clusters Score -1878807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1878842.625000 Penalty: 4817.284180
	Iteration 30Q: 3 clusters Score -1878843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1878883.250000 Penalty: 4817.284180
	Iteration 31Q: 3 clusters Score -1878883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1878922.125000 Penalty: 4817.284180
	Iteration 32Q: 3 clusters Score -1878922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1878952.625000 Penalty: 4817.284180
	Iteration 33Q: 3 clusters Score -1878953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1878971.625000 Penalty: 4817.284180
	Iteration 34Q: 3 clusters Score -1878972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1878980.250000 Penalty: 4817.284180
	Iteration 35Q: 3 clusters Score -1878980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1878997.250000 Penalty: 4817.284180
	Iteration 36Q: 3 clusters Score -1878997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1879012.125000 Penalty: 4817.284180
	Iteration 37Q: 3 clusters Score -1879012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1879016.250000 Penalty: 4817.284180
	Iteration 38Q: 3 clusters Score -1879016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1879026.125000 Penalty: 4817.284180
	Iteration 39Q: 3 clusters Score -1879026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1879046.875000 Penalty: 4817.284180
	Iteration 40F: 3 clusters Score -1879047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1879051.625000 Penalty: 4817.284180
	Iteration 41Q: 3 clusters Score -1879052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1879061.375000 Penalty: 4817.284180
	Iteration 42Q: 3 clusters Score -1879061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1879074.500000 Penalty: 4817.284180
	Iteration 43Q: 3 clusters Score -1879074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1879085.625000 Penalty: 4817.284180
	Iteration 44Q: 3 clusters Score -1879086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1879090.875000 Penalty: 4817.284180
	Iteration 45Q: 3 clusters Score -1879091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1879098.000000 Penalty: 4817.284180
	Iteration 46Q: 3 clusters Score -1879098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1879098.625000 Penalty: 4817.284180
	Iteration 47Q: 3 clusters Score -1879099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1879105.625000 Penalty: 4817.284180
	Iteration 48Q: 3 clusters Score -1879106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1879105.250000 Penalty: 4817.284180
	Iteration 49Q: 3 clusters Score -1879105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1879106.250000 Penalty: 4817.284180
	Iteration 50Q: 3 clusters Score -1879106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1879109.500000 Penalty: 4817.284180
	Iteration 51Q: 3 clusters Score -1879110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1879110.000000 Penalty: 4817.284180
	Iteration 52Q: 3 clusters Score -1879110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1879110.000000 Penalty: 4817.284180
	Iteration 53F: 3 clusters Score -1879110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Entering Unmasked Estep 
Score: -1962344.250000 Penalty: 2416.575684
	Iteration 0F: 2 clusters Score -1962344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1950167.000000 Penalty: 4833.151367
	Iteration 0F: 3 clusters Score -1950167 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1954188.500000 Penalty: 4833.151367
	Iteration 1F: 3 clusters Score -1954188 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1954593.125000 Penalty: 4833.151367
	Iteration 2F: 3 clusters Score -1954593 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1955018.000000 Penalty: 4833.151367
	Iteration 3F: 3 clusters Score -1955018 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1955549.375000 Penalty: 4833.151367
	Iteration 4F: 3 clusters Score -1955549 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1956220.000000 Penalty: 4833.151367
	Iteration 5F: 3 clusters Score -1956220 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1956993.250000 Penalty: 4833.151367
	Iteration 6F: 3 clusters Score -1956993 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1957787.000000 Penalty: 4833.151367
	Iteration 7F: 3 clusters Score -1957787 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1958416.875000 Penalty: 4833.151367
	Iteration 8F: 3 clusters Score -1958417 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1958874.500000 Penalty: 4833.151367
	Iteration 9Q: 3 clusters Score -1958874 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1959249.500000 Penalty: 4833.151367
	Iteration 10Q: 3 clusters Score -1959250 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1959502.000000 Penalty: 4833.151367
	Iteration 11Q: 3 clusters Score -1959502 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1959691.750000 Penalty: 4833.151367
	Iteration 12Q: 3 clusters Score -1959692 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1959824.000000 Penalty: 4833.151367
	Iteration 13Q: 3 clusters Score -1959824 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1959955.250000 Penalty: 4833.151367
	Iteration 14Q: 3 clusters Score -1959955 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1960043.625000 Penalty: 4833.151367
	Iteration 15Q: 3 clusters Score -1960044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1960113.750000 Penalty: 4833.151367
	Iteration 16Q: 3 clusters Score -1960114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1960157.500000 Penalty: 4833.151367
	Iteration 17Q: 3 clusters Score -1960158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1960194.125000 Penalty: 4833.151367
	Iteration 18Q: 3 clusters Score -1960194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1960231.000000 Penalty: 4833.151367
	Iteration 19Q: 3 clusters Score -1960231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1960254.250000 Penalty: 4833.151367
	Iteration 20F: 3 clusters Score -1960254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1960275.250000 Penalty: 4833.151367
	Iteration 21Q: 3 clusters Score -1960275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1960293.750000 Penalty: 4833.151367
	Iteration 22Q: 3 clusters Score -1960294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1960307.625000 Penalty: 4833.151367
	Iteration 23Q: 3 clusters Score -1960308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1960318.500000 Penalty: 4833.151367
	Iteration 24Q: 3 clusters Score -1960318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1960327.125000 Penalty: 4833.151367
	Iteration 25Q: 3 clusters Score -1960327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1960331.625000 Penalty: 4833.151367
	Iteration 26Q: 3 clusters Score -1960332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1960339.375000 Penalty: 4833.151367
	Iteration 27Q: 3 clusters Score -1960339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1960346.625000 Penalty: 4833.151367
	Iteration 28Q: 3 clusters Score -1960347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1960352.625000 Penalty: 4833.151367
	Iteration 29Q: 3 clusters Score -1960353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1960358.875000 Penalty: 4833.151367
	Iteration 30Q: 3 clusters Score -1960359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1960359.625000 Penalty: 4833.151367
	Iteration 31Q: 3 clusters Score -1960360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1960369.625000 Penalty: 4833.151367
	Iteration 32Q: 3 clusters Score -1960370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1960374.125000 Penalty: 4833.151367
	Iteration 33Q: 3 clusters Score -1960374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1960381.750000 Penalty: 4833.151367
	Iteration 34Q: 3 clusters Score -1960382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1960390.125000 Penalty: 4833.151367
	Iteration 35Q: 3 clusters Score -1960390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1960397.500000 Penalty: 4833.151367
	Iteration 36Q: 3 clusters Score -1960398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1960399.375000 Penalty: 4833.151367
	Iteration 37Q: 3 clusters Score -1960399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1960399.000000 Penalty: 4833.151367
	Iteration 38Q: 3 clusters Score -1960399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1960397.375000 Penalty: 4833.151367
	Iteration 39Q: 3 clusters Score -1960397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1960397.875000 Penalty: 4833.151367
	Iteration 40F: 3 clusters Score -1960398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1960401.000000 Penalty: 4833.151367
	Iteration 41Q: 3 clusters Score -1960401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1960405.125000 Penalty: 4833.151367
	Iteration 42Q: 3 clusters Score -1960405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1960402.750000 Penalty: 4833.151367
	Iteration 43Q: 3 clusters Score -1960403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1960402.875000 Penalty: 4833.151367
	Iteration 44Q: 3 clusters Score -1960403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1960403.250000 Penalty: 4833.151367
	Iteration 45Q: 3 clusters Score -1960403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1960403.250000 Penalty: 4833.151367
	Iteration 46F: 3 clusters Score -1960403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Entering Unmasked Estep 
Score: -12260251.000000 Penalty: 2873.880371
	Iteration 0F: 2 clusters Score -1.226025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -12188058.000000 Penalty: 5747.760742
	Iteration 0F: 3 clusters Score -1.218806e+07 nChanged 51146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -12218894.000000 Penalty: 5747.760742
	Iteration 1F: 3 clusters Score -1.221889e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -12221134.000000 Penalty: 5747.760742
	Iteration 2Q: 3 clusters Score -1.222113e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -12223698.000000 Penalty: 5747.760742
	Iteration 3Q: 3 clusters Score -1.22237e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -12226342.000000 Penalty: 5747.760742
	Iteration 4F: 3 clusters Score -1.222634e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -12229581.000000 Penalty: 5747.760742
	Iteration 5F: 3 clusters Score -1.222958e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -12233606.000000 Penalty: 5747.760742
	Iteration 6F: 3 clusters Score -1.223361e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -12237942.000000 Penalty: 5747.760742
	Iteration 7F: 3 clusters Score -1.223794e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -12242039.000000 Penalty: 5747.760742
	Iteration 8F: 3 clusters Score -1.224204e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -12245130.000000 Penalty: 5747.760742
	Iteration 9F: 3 clusters Score -1.224513e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -12246975.000000 Penalty: 5747.760742
	Iteration 10Q: 3 clusters Score -1.224698e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -12248265.000000 Penalty: 5747.760742
	Iteration 11Q: 3 clusters Score -1.224826e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -12249260.000000 Penalty: 5747.760742
	Iteration 12Q: 3 clusters Score -1.224926e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -12249943.000000 Penalty: 5747.760742
	Iteration 13Q: 3 clusters Score -1.224994e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -12250505.000000 Penalty: 5747.760742
	Iteration 14Q: 3 clusters Score -1.22505e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -12250916.000000 Penalty: 5747.760742
	Iteration 15Q: 3 clusters Score -1.225092e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -12251297.000000 Penalty: 5747.760742
	Iteration 16Q: 3 clusters Score -1.22513e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -12251573.000000 Penalty: 5747.760742
	Iteration 17Q: 3 clusters Score -1.225157e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -12251864.000000 Penalty: 5747.760742
	Iteration 18Q: 3 clusters Score -1.225186e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -12252101.000000 Penalty: 5747.760742
	Iteration 19Q: 3 clusters Score -1.22521e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -12252392.000000 Penalty: 5747.760742
	Iteration 20F: 3 clusters Score -1.225239e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -12252547.000000 Penalty: 5747.760742
	Iteration 21Q: 3 clusters Score -1.225255e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -12252756.000000 Penalty: 5747.760742
	Iteration 22Q: 3 clusters Score -1.225276e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -12253008.000000 Penalty: 5747.760742
	Iteration 23Q: 3 clusters Score -1.225301e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -12253133.000000 Penalty: 5747.760742
	Iteration 24Q: 3 clusters Score -1.225313e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -12253347.000000 Penalty: 5747.760742
	Iteration 25Q: 3 clusters Score -1.225335e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -12253582.000000 Penalty: 5747.760742
	Iteration 26Q: 3 clusters Score -1.225358e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -12253727.000000 Penalty: 5747.760742
	Iteration 27Q: 3 clusters Score -1.225373e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -12253928.000000 Penalty: 5747.760742
	Iteration 28Q: 3 clusters Score -1.225393e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -12254155.000000 Penalty: 5747.760742
	Iteration 29Q: 3 clusters Score -1.225416e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -12254381.000000 Penalty: 5747.760742
	Iteration 30Q: 3 clusters Score -1.225438e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -12254530.000000 Penalty: 5747.760742
	Iteration 31Q: 3 clusters Score -1.225453e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -12254727.000000 Penalty: 5747.760742
	Iteration 32Q: 3 clusters Score -1.225473e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -12255020.000000 Penalty: 5747.760742
	Iteration 33Q: 3 clusters Score -1.225502e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -12255240.000000 Penalty: 5747.760742
	Iteration 34Q: 3 clusters Score -1.225524e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -12255502.000000 Penalty: 5747.760742
	Iteration 35Q: 3 clusters Score -1.22555e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -12255809.000000 Penalty: 5747.760742
	Iteration 36Q: 3 clusters Score -1.225581e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12256233.000000 Penalty: 5747.760742
	Iteration 37Q: 3 clusters Score -1.225623e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -12256891.000000 Penalty: 5747.760742
	Iteration 38Q: 3 clusters Score -1.225689e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -12257716.000000 Penalty: 5747.760742
	Iteration 39Q: 3 clusters Score -1.225772e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -12258790.000000 Penalty: 5747.760742
	Iteration 40F: 3 clusters Score -1.225879e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -12259920.000000 Penalty: 5747.760742
	Iteration 41Q: 3 clusters Score -1.225992e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -12260728.000000 Penalty: 5747.760742
	Iteration 42Q: 3 clusters Score -1.226073e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -12261193.000000 Penalty: 5747.760742
	Iteration 43Q: 3 clusters Score -1.226119e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -12261522.000000 Penalty: 5747.760742
	Iteration 44Q: 3 clusters Score -1.226152e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 93477 members 
Entering Unmasked Estep 
Score: -12261627.000000 Penalty: 5747.760742
	Iteration 45Q: 3 clusters Score -1.226163e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -12261689.000000 Penalty: 5747.760742
	Iteration 46Q: 3 clusters Score -1.226169e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -12261754.000000 Penalty: 5747.760742
	Iteration 47Q: 3 clusters Score -1.226175e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -12261814.000000 Penalty: 5747.760742
	Iteration 48Q: 3 clusters Score -1.226181e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 94511 members 
Entering Unmasked Estep 
Score: -12261880.000000 Penalty: 5747.760742
	Iteration 49Q: 3 clusters Score -1.226188e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -12261899.000000 Penalty: 5747.760742
	Iteration 50Q: 3 clusters Score -1.22619e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -12261905.000000 Penalty: 5747.760742
	Iteration 51Q: 3 clusters Score -1.22619e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -12261932.000000 Penalty: 5747.760742
	Iteration 52Q: 3 clusters Score -1.226193e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -12261972.000000 Penalty: 5747.760742
	Iteration 53Q: 3 clusters Score -1.226197e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -12261971.000000 Penalty: 5747.760742
	Iteration 54Q: 3 clusters Score -1.226197e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -12261985.000000 Penalty: 5747.760742
	Iteration 55Q: 3 clusters Score -1.226198e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 95463 members 
Entering Unmasked Estep 
Score: -12262000.000000 Penalty: 5747.760742
	Iteration 56Q: 3 clusters Score -1.2262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 95524 members 
Entering Unmasked Estep 
Score: -12261975.000000 Penalty: 5747.760742
	Iteration 57Q: 3 clusters Score -1.226198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -12261984.000000 Penalty: 5747.760742
	Iteration 58Q: 3 clusters Score -1.226198e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -12261995.000000 Penalty: 5747.760742
	Iteration 59Q: 3 clusters Score -1.2262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -12262002.000000 Penalty: 5747.760742
	Iteration 60F: 3 clusters Score -1.2262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -12262008.000000 Penalty: 5747.760742
	Iteration 61Q: 3 clusters Score -1.226201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -12262008.000000 Penalty: 5747.760742
	Iteration 62Q: 3 clusters Score -1.226201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -12262023.000000 Penalty: 5747.760742
	Iteration 63Q: 3 clusters Score -1.226202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -12262028.000000 Penalty: 5747.760742
	Iteration 64Q: 3 clusters Score -1.226203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -12262025.000000 Penalty: 5747.760742
	Iteration 65Q: 3 clusters Score -1.226202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -12262031.000000 Penalty: 5747.760742
	Iteration 66Q: 3 clusters Score -1.226203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -12262026.000000 Penalty: 5747.760742
	Iteration 67Q: 3 clusters Score -1.226203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -12262027.000000 Penalty: 5747.760742
	Iteration 68Q: 3 clusters Score -1.226203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -12262012.000000 Penalty: 5747.760742
	Iteration 69Q: 3 clusters Score -1.226201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -12262005.000000 Penalty: 5747.760742
	Iteration 70Q: 3 clusters Score -1.2262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -12262008.000000 Penalty: 5747.760742
	Iteration 71Q: 3 clusters Score -1.226201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -12262024.000000 Penalty: 5747.760742
	Iteration 72Q: 3 clusters Score -1.226202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -12262020.000000 Penalty: 5747.760742
	Iteration 73Q: 3 clusters Score -1.226202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -12262020.000000 Penalty: 5747.760742
	Iteration 74Q: 3 clusters Score -1.226202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -12262022.000000 Penalty: 5747.760742
	Iteration 75Q: 3 clusters Score -1.226202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -12262029.000000 Penalty: 5747.760742
	Iteration 76Q: 3 clusters Score -1.226203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -12262029.000000 Penalty: 5747.760742
	Iteration 77Q: 3 clusters Score -1.226203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12262034.000000 Penalty: 5747.760742
	Iteration 78Q: 3 clusters Score -1.226203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -12262036.000000 Penalty: 5747.760742
	Iteration 79Q: 3 clusters Score -1.226204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -12262029.000000 Penalty: 5747.760742
	Iteration 80F: 3 clusters Score -1.226203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -12262031.000000 Penalty: 5747.760742
	Iteration 81Q: 3 clusters Score -1.226203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -12262029.000000 Penalty: 5747.760742
	Iteration 82Q: 3 clusters Score -1.226203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -12262030.000000 Penalty: 5747.760742
	Iteration 83Q: 3 clusters Score -1.226203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -12262030.000000 Penalty: 5747.760742
	Iteration 84F: 3 clusters Score -1.226203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 11932 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51282 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57742 members 
Mstep: Class 16 contains 51611 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248020 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140178 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25057 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11196 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169322 members 
Mstep: Class 34 contains 5040 members 
Mstep: Class 35 contains 60807 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9374 members 
Mstep: Class 43 contains 10016 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21372 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3348 members 
Mstep: Class 63 contains 27511 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29558 members 
Mstep: Class 70 contains 13055 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 13654 members 
Mstep: Class 75 contains 11898 members 
Mstep: Class 76 contains 11185 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22471 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7268 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8144 members 
Mstep: Class 88 contains 7489 members 
Mstep: Class 89 contains 7549 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8460 members 
Mstep: Class 94 contains 4897 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10253 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6904 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Mstep: Class 106 contains 95889 members 
Entering Unmasked Estep 
Score: -212289216.000000 Penalty: 380867.500000
Splitting cluster 3 changes total score from -212289568.000000 to -212289216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Entering Unmasked Estep 
Score: -456598.125000 Penalty: 2062.624268
	Iteration 0F: 2 clusters Score -456598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -452698.000000 Penalty: 4125.248535
	Iteration 0F: 3 clusters Score -452698 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -453640.718750 Penalty: 4125.248535
	Iteration 1F: 3 clusters Score -453640.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -453842.593750 Penalty: 4125.248535
	Iteration 2F: 3 clusters Score -453842.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -453978.625000 Penalty: 4125.248535
	Iteration 3Q: 3 clusters Score -453978.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -454116.625000 Penalty: 4125.248535
	Iteration 4Q: 3 clusters Score -454116.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -454238.718750 Penalty: 4125.248535
	Iteration 5Q: 3 clusters Score -454238.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -454351.312500 Penalty: 4125.248535
	Iteration 6Q: 3 clusters Score -454351.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -454449.656250 Penalty: 4125.248535
	Iteration 7Q: 3 clusters Score -454449.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454524.656250 Penalty: 4125.248535
	Iteration 8Q: 3 clusters Score -454524.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -454573.656250 Penalty: 4125.248535
	Iteration 9Q: 3 clusters Score -454573.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -454628.937500 Penalty: 4125.248535
	Iteration 10Q: 3 clusters Score -454628.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -454689.156250 Penalty: 4125.248535
	Iteration 11Q: 3 clusters Score -454689.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -454741.031250 Penalty: 4125.248535
	Iteration 12Q: 3 clusters Score -454741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -454779.687500 Penalty: 4125.248535
	Iteration 13Q: 3 clusters Score -454779.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -454807.250000 Penalty: 4125.248535
	Iteration 14Q: 3 clusters Score -454807.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -454831.875000 Penalty: 4125.248535
	Iteration 15Q: 3 clusters Score -454831.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -454854.875000 Penalty: 4125.248535
	Iteration 16Q: 3 clusters Score -454854.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -454874.593750 Penalty: 4125.248535
	Iteration 17Q: 3 clusters Score -454874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -454892.343750 Penalty: 4125.248535
	Iteration 18Q: 3 clusters Score -454892.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -454903.906250 Penalty: 4125.248535
	Iteration 19Q: 3 clusters Score -454903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -454915.406250 Penalty: 4125.248535
	Iteration 20F: 3 clusters Score -454915.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -454927.781250 Penalty: 4125.248535
	Iteration 21Q: 3 clusters Score -454927.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -454942.812500 Penalty: 4125.248535
	Iteration 22Q: 3 clusters Score -454942.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -454961.625000 Penalty: 4125.248535
	Iteration 23Q: 3 clusters Score -454961.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -454980.375000 Penalty: 4125.248535
	Iteration 24Q: 3 clusters Score -454980.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -455001.531250 Penalty: 4125.248535
	Iteration 25Q: 3 clusters Score -455001.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -455021.218750 Penalty: 4125.248535
	Iteration 26Q: 3 clusters Score -455021.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -455036.843750 Penalty: 4125.248535
	Iteration 27Q: 3 clusters Score -455036.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -455052.281250 Penalty: 4125.248535
	Iteration 28Q: 3 clusters Score -455052.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -455070.187500 Penalty: 4125.248535
	Iteration 29Q: 3 clusters Score -455070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455081.843750 Penalty: 4125.248535
	Iteration 30Q: 3 clusters Score -455081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -455085.906250 Penalty: 4125.248535
	Iteration 31Q: 3 clusters Score -455085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -455089.968750 Penalty: 4125.248535
	Iteration 32Q: 3 clusters Score -455090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -455092.531250 Penalty: 4125.248535
	Iteration 33Q: 3 clusters Score -455092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -455093.718750 Penalty: 4125.248535
	Iteration 34Q: 3 clusters Score -455093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -455094.843750 Penalty: 4125.248535
	Iteration 35Q: 3 clusters Score -455094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -455094.843750 Penalty: 4125.248535
	Iteration 36F: 3 clusters Score -455094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Entering Unmasked Estep 
Score: -625660.687500 Penalty: 2156.236572
	Iteration 0F: 2 clusters Score -625660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -620575.000000 Penalty: 4312.473145
	Iteration 0F: 3 clusters Score -620575 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -621882.250000 Penalty: 4312.473145
	Iteration 1F: 3 clusters Score -621882.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -622143.125000 Penalty: 4312.473145
	Iteration 2F: 3 clusters Score -622143.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -622349.500000 Penalty: 4312.473145
	Iteration 3F: 3 clusters Score -622349.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -622521.687500 Penalty: 4312.473145
	Iteration 4Q: 3 clusters Score -622521.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -622699.750000 Penalty: 4312.473145
	Iteration 5Q: 3 clusters Score -622699.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -622890.187500 Penalty: 4312.473145
	Iteration 6Q: 3 clusters Score -622890.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -623085.375000 Penalty: 4312.473145
	Iteration 7Q: 3 clusters Score -623085.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -623269.062500 Penalty: 4312.473145
	Iteration 8Q: 3 clusters Score -623269.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -623434.687500 Penalty: 4312.473145
	Iteration 9Q: 3 clusters Score -623434.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -623588.937500 Penalty: 4312.473145
	Iteration 10Q: 3 clusters Score -623588.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -623696.562500 Penalty: 4312.473145
	Iteration 11Q: 3 clusters Score -623696.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -623782.437500 Penalty: 4312.473145
	Iteration 12Q: 3 clusters Score -623782.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -623860.937500 Penalty: 4312.473145
	Iteration 13Q: 3 clusters Score -623860.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -623929.937500 Penalty: 4312.473145
	Iteration 14Q: 3 clusters Score -623929.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -623990.625000 Penalty: 4312.473145
	Iteration 15Q: 3 clusters Score -623990.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -624026.750000 Penalty: 4312.473145
	Iteration 16Q: 3 clusters Score -624026.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -624060.687500 Penalty: 4312.473145
	Iteration 17Q: 3 clusters Score -624060.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -624103.437500 Penalty: 4312.473145
	Iteration 18Q: 3 clusters Score -624103.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -624149.125000 Penalty: 4312.473145
	Iteration 19Q: 3 clusters Score -624149.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624184.062500 Penalty: 4312.473145
	Iteration 20F: 3 clusters Score -624184.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -624213.812500 Penalty: 4312.473145
	Iteration 21Q: 3 clusters Score -624213.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -624238.375000 Penalty: 4312.473145
	Iteration 22Q: 3 clusters Score -624238.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -624262.875000 Penalty: 4312.473145
	Iteration 23Q: 3 clusters Score -624262.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -624284.562500 Penalty: 4312.473145
	Iteration 24Q: 3 clusters Score -624284.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -624301.625000 Penalty: 4312.473145
	Iteration 25Q: 3 clusters Score -624301.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -624311.062500 Penalty: 4312.473145
	Iteration 26Q: 3 clusters Score -624311.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -624321.312500 Penalty: 4312.473145
	Iteration 27Q: 3 clusters Score -624321.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -624328.812500 Penalty: 4312.473145
	Iteration 28Q: 3 clusters Score -624328.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -624335.562500 Penalty: 4312.473145
	Iteration 29Q: 3 clusters Score -624335.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -624340.500000 Penalty: 4312.473145
	Iteration 30Q: 3 clusters Score -624340.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -624344.000000 Penalty: 4312.473145
	Iteration 31Q: 3 clusters Score -624344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -624344.500000 Penalty: 4312.473145
	Iteration 32Q: 3 clusters Score -624344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -624348.750000 Penalty: 4312.473145
	Iteration 33Q: 3 clusters Score -624348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -624352.312500 Penalty: 4312.473145
	Iteration 34Q: 3 clusters Score -624352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -624356.437500 Penalty: 4312.473145
	Iteration 35Q: 3 clusters Score -624356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -624359.500000 Penalty: 4312.473145
	Iteration 36Q: 3 clusters Score -624359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -624359.500000 Penalty: 4312.473145
	Iteration 37Q: 3 clusters Score -624359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -624361.750000 Penalty: 4312.473145
	Iteration 38Q: 3 clusters Score -624361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -624363.625000 Penalty: 4312.473145
	Iteration 39Q: 3 clusters Score -624363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -624364.750000 Penalty: 4312.473145
	Iteration 40F: 3 clusters Score -624364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -624365.312500 Penalty: 4312.473145
	Iteration 41Q: 3 clusters Score -624365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -624365.562500 Penalty: 4312.473145
	Iteration 42Q: 3 clusters Score -624365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -624367.562500 Penalty: 4312.473145
	Iteration 43Q: 3 clusters Score -624367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -624367.687500 Penalty: 4312.473145
	Iteration 44Q: 3 clusters Score -624367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -624368.000000 Penalty: 4312.473145
	Iteration 45Q: 3 clusters Score -624368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -624369.625000 Penalty: 4312.473145
	Iteration 46Q: 3 clusters Score -624369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -624369.687500 Penalty: 4312.473145
	Iteration 47Q: 3 clusters Score -624369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -624371.000000 Penalty: 4312.473145
	Iteration 48Q: 3 clusters Score -624371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -624372.875000 Penalty: 4312.473145
	Iteration 49Q: 3 clusters Score -624372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -624373.500000 Penalty: 4312.473145
	Iteration 50Q: 3 clusters Score -624373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -624374.000000 Penalty: 4312.473145
	Iteration 51Q: 3 clusters Score -624374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -624375.812500 Penalty: 4312.473145
	Iteration 52Q: 3 clusters Score -624375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -624376.187500 Penalty: 4312.473145
	Iteration 53Q: 3 clusters Score -624376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -624380.125000 Penalty: 4312.473145
	Iteration 54Q: 3 clusters Score -624380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -624380.562500 Penalty: 4312.473145
	Iteration 55Q: 3 clusters Score -624380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -624380.937500 Penalty: 4312.473145
	Iteration 56Q: 3 clusters Score -624380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -624381.875000 Penalty: 4312.473145
	Iteration 57Q: 3 clusters Score -624381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -624382.625000 Penalty: 4312.473145
	Iteration 58Q: 3 clusters Score -624382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -624385.187500 Penalty: 4312.473145
	Iteration 59Q: 3 clusters Score -624385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -624385.437500 Penalty: 4312.473145
	Iteration 60F: 3 clusters Score -624385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -624386.687500 Penalty: 4312.473145
	Iteration 61Q: 3 clusters Score -624386.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -624388.750000 Penalty: 4312.473145
	Iteration 62Q: 3 clusters Score -624388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -624389.937500 Penalty: 4312.473145
	Iteration 63Q: 3 clusters Score -624389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -624390.937500 Penalty: 4312.473145
	Iteration 64Q: 3 clusters Score -624390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -624391.125000 Penalty: 4312.473145
	Iteration 65Q: 3 clusters Score -624391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -624392.250000 Penalty: 4312.473145
	Iteration 66Q: 3 clusters Score -624392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -624393.000000 Penalty: 4312.473145
	Iteration 67Q: 3 clusters Score -624393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -624392.625000 Penalty: 4312.473145
	Iteration 68Q: 3 clusters Score -624392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -624392.500000 Penalty: 4312.473145
	Iteration 69Q: 3 clusters Score -624392.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -624392.500000 Penalty: 4312.473145
	Iteration 70F: 3 clusters Score -624392.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -89186.906250 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -89186.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87395.382812 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -87395.38 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87692.562500 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -87692.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87851.382812 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -87851.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87969.351562 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -87969.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88097.242188 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -88097.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88164.796875 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -88164.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88257.601562 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -88257.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88354.804688 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -88354.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88489.921875 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -88489.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88639.031250 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -88639.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88680.007812 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -88680.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88701.398438 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -88701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88706.398438 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -88706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88712.687500 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -88712.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88718.359375 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -88718.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88720.539062 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -88720.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88721.968750 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -88721.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88721.968750 Penalty: 3337.399902
	Iteration 17F: 3 clusters Score -88721.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -581099.375000 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -581099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -576392.062500 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -576392.1 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -577585.250000 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -577585.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -577857.125000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -577857.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -578009.125000 Penalty: 4245.695312
	Iteration 3F: 3 clusters Score -578009.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -578115.937500 Penalty: 4245.695312
	Iteration 4Q: 3 clusters Score -578115.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -578202.750000 Penalty: 4245.695312
	Iteration 5Q: 3 clusters Score -578202.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -578279.000000 Penalty: 4245.695312
	Iteration 6Q: 3 clusters Score -578279 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -578351.437500 Penalty: 4245.695312
	Iteration 7Q: 3 clusters Score -578351.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -578412.125000 Penalty: 4245.695312
	Iteration 8Q: 3 clusters Score -578412.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -578481.625000 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -578481.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -578547.375000 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -578547.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -578608.750000 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -578608.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -578677.375000 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -578677.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -578733.187500 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -578733.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -578774.875000 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -578774.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -578821.875000 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -578821.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -578860.562500 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -578860.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -578903.312500 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -578903.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -578941.312500 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -578941.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -578976.437500 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -578976.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -579017.437500 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -579017.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -579050.625000 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -579050.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -579073.625000 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -579073.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -579094.500000 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -579094.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -579112.125000 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -579112.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -579130.000000 Penalty: 4245.695312
	Iteration 25Q: 3 clusters Score -579130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -579149.375000 Penalty: 4245.695312
	Iteration 26Q: 3 clusters Score -579149.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -579163.750000 Penalty: 4245.695312
	Iteration 27Q: 3 clusters Score -579163.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -579181.937500 Penalty: 4245.695312
	Iteration 28Q: 3 clusters Score -579181.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -579198.750000 Penalty: 4245.695312
	Iteration 29Q: 3 clusters Score -579198.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -579224.875000 Penalty: 4245.695312
	Iteration 30Q: 3 clusters Score -579224.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -579243.687500 Penalty: 4245.695312
	Iteration 31Q: 3 clusters Score -579243.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -579259.125000 Penalty: 4245.695312
	Iteration 32Q: 3 clusters Score -579259.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -579275.812500 Penalty: 4245.695312
	Iteration 33Q: 3 clusters Score -579275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -579292.562500 Penalty: 4245.695312
	Iteration 34Q: 3 clusters Score -579292.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -579305.375000 Penalty: 4245.695312
	Iteration 35Q: 3 clusters Score -579305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -579311.812500 Penalty: 4245.695312
	Iteration 36Q: 3 clusters Score -579311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -579318.937500 Penalty: 4245.695312
	Iteration 37Q: 3 clusters Score -579318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -579328.062500 Penalty: 4245.695312
	Iteration 38Q: 3 clusters Score -579328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -579334.375000 Penalty: 4245.695312
	Iteration 39Q: 3 clusters Score -579334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -579339.687500 Penalty: 4245.695312
	Iteration 40F: 3 clusters Score -579339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -579349.250000 Penalty: 4245.695312
	Iteration 41Q: 3 clusters Score -579349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -579358.875000 Penalty: 4245.695312
	Iteration 42Q: 3 clusters Score -579358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -579366.937500 Penalty: 4245.695312
	Iteration 43Q: 3 clusters Score -579366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -579368.625000 Penalty: 4245.695312
	Iteration 44Q: 3 clusters Score -579368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -579368.625000 Penalty: 4245.695312
	Iteration 45F: 3 clusters Score -579368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Entering Unmasked Estep 
Score: -5841715.000000 Penalty: 2689.583496
	Iteration 0F: 2 clusters Score -5841715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5807263.500000 Penalty: 5379.166992
	Iteration 0F: 3 clusters Score -5807264 nChanged 23813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5820491.500000 Penalty: 5379.166992
	Iteration 1F: 3 clusters Score -5820492 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5821259.000000 Penalty: 5379.166992
	Iteration 2Q: 3 clusters Score -5821259 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5822242.500000 Penalty: 5379.166992
	Iteration 3Q: 3 clusters Score -5822242 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -5823659.500000 Penalty: 5379.166992
	Iteration 4F: 3 clusters Score -5823660 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5825630.500000 Penalty: 5379.166992
	Iteration 5F: 3 clusters Score -5825630 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5828261.500000 Penalty: 5379.166992
	Iteration 6F: 3 clusters Score -5828262 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5831154.000000 Penalty: 5379.166992
	Iteration 7F: 3 clusters Score -5831154 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -5833645.000000 Penalty: 5379.166992
	Iteration 8F: 3 clusters Score -5833645 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5835773.500000 Penalty: 5379.166992
	Iteration 9F: 3 clusters Score -5835774 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5837243.000000 Penalty: 5379.166992
	Iteration 10Q: 3 clusters Score -5837243 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5838181.500000 Penalty: 5379.166992
	Iteration 11Q: 3 clusters Score -5838182 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5838711.000000 Penalty: 5379.166992
	Iteration 12Q: 3 clusters Score -5838711 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5839009.000000 Penalty: 5379.166992
	Iteration 13Q: 3 clusters Score -5839009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5839143.000000 Penalty: 5379.166992
	Iteration 14Q: 3 clusters Score -5839143 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5839238.500000 Penalty: 5379.166992
	Iteration 15Q: 3 clusters Score -5839238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5839280.000000 Penalty: 5379.166992
	Iteration 16Q: 3 clusters Score -5839280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5839323.500000 Penalty: 5379.166992
	Iteration 17Q: 3 clusters Score -5839324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5839355.000000 Penalty: 5379.166992
	Iteration 18Q: 3 clusters Score -5839355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5839359.500000 Penalty: 5379.166992
	Iteration 19Q: 3 clusters Score -5839360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5839376.500000 Penalty: 5379.166992
	Iteration 20F: 3 clusters Score -5839376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5839390.000000 Penalty: 5379.166992
	Iteration 21Q: 3 clusters Score -5839390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5839401.500000 Penalty: 5379.166992
	Iteration 22Q: 3 clusters Score -5839402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5839407.000000 Penalty: 5379.166992
	Iteration 23Q: 3 clusters Score -5839407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5839411.500000 Penalty: 5379.166992
	Iteration 24Q: 3 clusters Score -5839412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5839423.500000 Penalty: 5379.166992
	Iteration 25Q: 3 clusters Score -5839424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5839423.500000 Penalty: 5379.166992
	Iteration 26Q: 3 clusters Score -5839424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5839425.000000 Penalty: 5379.166992
	Iteration 27Q: 3 clusters Score -5839425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5839427.500000 Penalty: 5379.166992
	Iteration 28Q: 3 clusters Score -5839428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5839433.500000 Penalty: 5379.166992
	Iteration 29Q: 3 clusters Score -5839434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5839433.000000 Penalty: 5379.166992
	Iteration 30Q: 3 clusters Score -5839433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5839434.000000 Penalty: 5379.166992
	Iteration 31Q: 3 clusters Score -5839434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5839433.000000 Penalty: 5379.166992
	Iteration 32Q: 3 clusters Score -5839433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5839433.000000 Penalty: 5379.166992
	Iteration 33F: 3 clusters Score -5839433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Entering Unmasked Estep 
Score: -1959706.250000 Penalty: 2441.785889
	Iteration 0F: 2 clusters Score -1959706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1946397.500000 Penalty: 4883.571777
	Iteration 0F: 3 clusters Score -1946398 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1951406.500000 Penalty: 4883.571777
	Iteration 1F: 3 clusters Score -1951406 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1952246.625000 Penalty: 4883.571777
	Iteration 2F: 3 clusters Score -1952247 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1953049.000000 Penalty: 4883.571777
	Iteration 3F: 3 clusters Score -1953049 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1953714.625000 Penalty: 4883.571777
	Iteration 4F: 3 clusters Score -1953715 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1954241.250000 Penalty: 4883.571777
	Iteration 5F: 3 clusters Score -1954241 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1954647.875000 Penalty: 4883.571777
	Iteration 6Q: 3 clusters Score -1954648 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1954935.125000 Penalty: 4883.571777
	Iteration 7Q: 3 clusters Score -1954935 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1955152.625000 Penalty: 4883.571777
	Iteration 8Q: 3 clusters Score -1955153 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1955330.250000 Penalty: 4883.571777
	Iteration 9Q: 3 clusters Score -1955330 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1955485.125000 Penalty: 4883.571777
	Iteration 10Q: 3 clusters Score -1955485 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1955630.625000 Penalty: 4883.571777
	Iteration 11Q: 3 clusters Score -1955631 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1955760.875000 Penalty: 4883.571777
	Iteration 12Q: 3 clusters Score -1955761 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1955887.875000 Penalty: 4883.571777
	Iteration 13Q: 3 clusters Score -1955888 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1956029.625000 Penalty: 4883.571777
	Iteration 14Q: 3 clusters Score -1956030 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1956172.375000 Penalty: 4883.571777
	Iteration 15Q: 3 clusters Score -1956172 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1956308.875000 Penalty: 4883.571777
	Iteration 16Q: 3 clusters Score -1956309 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1956465.625000 Penalty: 4883.571777
	Iteration 17Q: 3 clusters Score -1956466 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1956620.375000 Penalty: 4883.571777
	Iteration 18Q: 3 clusters Score -1956620 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1956748.125000 Penalty: 4883.571777
	Iteration 19Q: 3 clusters Score -1956748 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1956877.000000 Penalty: 4883.571777
	Iteration 20F: 3 clusters Score -1956877 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1956990.500000 Penalty: 4883.571777
	Iteration 21Q: 3 clusters Score -1956990 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1957077.250000 Penalty: 4883.571777
	Iteration 22Q: 3 clusters Score -1957077 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1957141.750000 Penalty: 4883.571777
	Iteration 23Q: 3 clusters Score -1957142 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1957213.000000 Penalty: 4883.571777
	Iteration 24Q: 3 clusters Score -1957213 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1957288.875000 Penalty: 4883.571777
	Iteration 25Q: 3 clusters Score -1957289 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1957364.750000 Penalty: 4883.571777
	Iteration 26Q: 3 clusters Score -1957365 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1957437.500000 Penalty: 4883.571777
	Iteration 27Q: 3 clusters Score -1957438 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1957508.750000 Penalty: 4883.571777
	Iteration 28Q: 3 clusters Score -1957509 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1957580.000000 Penalty: 4883.571777
	Iteration 29Q: 3 clusters Score -1957580 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1957655.125000 Penalty: 4883.571777
	Iteration 30Q: 3 clusters Score -1957655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1957712.250000 Penalty: 4883.571777
	Iteration 31Q: 3 clusters Score -1957712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1957748.125000 Penalty: 4883.571777
	Iteration 32Q: 3 clusters Score -1957748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1957785.125000 Penalty: 4883.571777
	Iteration 33Q: 3 clusters Score -1957785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1957814.375000 Penalty: 4883.571777
	Iteration 34Q: 3 clusters Score -1957814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1957851.750000 Penalty: 4883.571777
	Iteration 35Q: 3 clusters Score -1957852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1957888.625000 Penalty: 4883.571777
	Iteration 36Q: 3 clusters Score -1957889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1957910.000000 Penalty: 4883.571777
	Iteration 37Q: 3 clusters Score -1957910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1957929.125000 Penalty: 4883.571777
	Iteration 38Q: 3 clusters Score -1957929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1957954.000000 Penalty: 4883.571777
	Iteration 39Q: 3 clusters Score -1957954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1957969.250000 Penalty: 4883.571777
	Iteration 40F: 3 clusters Score -1957969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1957987.250000 Penalty: 4883.571777
	Iteration 41Q: 3 clusters Score -1957987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1957999.875000 Penalty: 4883.571777
	Iteration 42Q: 3 clusters Score -1958000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1958013.750000 Penalty: 4883.571777
	Iteration 43Q: 3 clusters Score -1958014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1958028.625000 Penalty: 4883.571777
	Iteration 44Q: 3 clusters Score -1958029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1958050.375000 Penalty: 4883.571777
	Iteration 45Q: 3 clusters Score -1958050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1958074.125000 Penalty: 4883.571777
	Iteration 46Q: 3 clusters Score -1958074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1958098.875000 Penalty: 4883.571777
	Iteration 47Q: 3 clusters Score -1958099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1958113.500000 Penalty: 4883.571777
	Iteration 48Q: 3 clusters Score -1958114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1958128.875000 Penalty: 4883.571777
	Iteration 49Q: 3 clusters Score -1958129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1958138.000000 Penalty: 4883.571777
	Iteration 50Q: 3 clusters Score -1958138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1958148.000000 Penalty: 4883.571777
	Iteration 51Q: 3 clusters Score -1958148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1958159.625000 Penalty: 4883.571777
	Iteration 52Q: 3 clusters Score -1958160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1958166.750000 Penalty: 4883.571777
	Iteration 53Q: 3 clusters Score -1958167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1958177.500000 Penalty: 4883.571777
	Iteration 54Q: 3 clusters Score -1958178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1958185.500000 Penalty: 4883.571777
	Iteration 55Q: 3 clusters Score -1958186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1958186.625000 Penalty: 4883.571777
	Iteration 56Q: 3 clusters Score -1958187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1958193.500000 Penalty: 4883.571777
	Iteration 57Q: 3 clusters Score -1958194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1958198.625000 Penalty: 4883.571777
	Iteration 58Q: 3 clusters Score -1958199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1958202.375000 Penalty: 4883.571777
	Iteration 59Q: 3 clusters Score -1958202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1958200.875000 Penalty: 4883.571777
	Iteration 60F: 3 clusters Score -1958201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1958205.750000 Penalty: 4883.571777
	Iteration 61Q: 3 clusters Score -1958206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1958207.000000 Penalty: 4883.571777
	Iteration 62Q: 3 clusters Score -1958207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1958207.000000 Penalty: 4883.571777
	Iteration 63F: 3 clusters Score -1958207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -569132.750000 Penalty: 2114.927979
	Iteration 0F: 2 clusters Score -569132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -564600.187500 Penalty: 4229.855957
	Iteration 0F: 3 clusters Score -564600.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -565689.437500 Penalty: 4229.855957
	Iteration 1F: 3 clusters Score -565689.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -565942.125000 Penalty: 4229.855957
	Iteration 2F: 3 clusters Score -565942.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -566172.187500 Penalty: 4229.855957
	Iteration 3F: 3 clusters Score -566172.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -566370.000000 Penalty: 4229.855957
	Iteration 4F: 3 clusters Score -566370 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -566632.250000 Penalty: 4229.855957
	Iteration 5F: 3 clusters Score -566632.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -566960.437500 Penalty: 4229.855957
	Iteration 6F: 3 clusters Score -566960.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -567305.875000 Penalty: 4229.855957
	Iteration 7F: 3 clusters Score -567305.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -567610.937500 Penalty: 4229.855957
	Iteration 8F: 3 clusters Score -567610.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -567864.500000 Penalty: 4229.855957
	Iteration 9F: 3 clusters Score -567864.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -568025.000000 Penalty: 4229.855957
	Iteration 10Q: 3 clusters Score -568025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -568144.125000 Penalty: 4229.855957
	Iteration 11Q: 3 clusters Score -568144.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -568226.437500 Penalty: 4229.855957
	Iteration 12Q: 3 clusters Score -568226.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -568275.000000 Penalty: 4229.855957
	Iteration 13Q: 3 clusters Score -568275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -568304.062500 Penalty: 4229.855957
	Iteration 14Q: 3 clusters Score -568304.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -568323.687500 Penalty: 4229.855957
	Iteration 15Q: 3 clusters Score -568323.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -568334.437500 Penalty: 4229.855957
	Iteration 16Q: 3 clusters Score -568334.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -568344.812500 Penalty: 4229.855957
	Iteration 17Q: 3 clusters Score -568344.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -568351.250000 Penalty: 4229.855957
	Iteration 18Q: 3 clusters Score -568351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -568356.000000 Penalty: 4229.855957
	Iteration 19Q: 3 clusters Score -568356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568360.562500 Penalty: 4229.855957
	Iteration 20F: 3 clusters Score -568360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -568362.125000 Penalty: 4229.855957
	Iteration 21Q: 3 clusters Score -568362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568365.000000 Penalty: 4229.855957
	Iteration 22Q: 3 clusters Score -568365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -568368.812500 Penalty: 4229.855957
	Iteration 23Q: 3 clusters Score -568368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -568369.562500 Penalty: 4229.855957
	Iteration 24Q: 3 clusters Score -568369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568370.562500 Penalty: 4229.855957
	Iteration 25Q: 3 clusters Score -568370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -568370.562500 Penalty: 4229.855957
	Iteration 26F: 3 clusters Score -568370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Entering Unmasked Estep 
Score: -2829765.250000 Penalty: 2509.172363
	Iteration 0F: 2 clusters Score -2829765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2812535.750000 Penalty: 5018.344727
	Iteration 0F: 3 clusters Score -2812536 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2818492.250000 Penalty: 5018.344727
	Iteration 1F: 3 clusters Score -2818492 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2818989.250000 Penalty: 5018.344727
	Iteration 2F: 3 clusters Score -2818989 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2819581.250000 Penalty: 5018.344727
	Iteration 3F: 3 clusters Score -2819581 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2820403.500000 Penalty: 5018.344727
	Iteration 4F: 3 clusters Score -2820404 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2821570.000000 Penalty: 5018.344727
	Iteration 5F: 3 clusters Score -2821570 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2822852.000000 Penalty: 5018.344727
	Iteration 6F: 3 clusters Score -2822852 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2823854.500000 Penalty: 5018.344727
	Iteration 7F: 3 clusters Score -2823854 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2824569.250000 Penalty: 5018.344727
	Iteration 8F: 3 clusters Score -2824569 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2825067.000000 Penalty: 5018.344727
	Iteration 9Q: 3 clusters Score -2825067 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2825467.500000 Penalty: 5018.344727
	Iteration 10Q: 3 clusters Score -2825468 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2825803.500000 Penalty: 5018.344727
	Iteration 11Q: 3 clusters Score -2825804 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2826128.000000 Penalty: 5018.344727
	Iteration 12Q: 3 clusters Score -2826128 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2826418.250000 Penalty: 5018.344727
	Iteration 13Q: 3 clusters Score -2826418 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2826688.500000 Penalty: 5018.344727
	Iteration 14Q: 3 clusters Score -2826688 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2826919.000000 Penalty: 5018.344727
	Iteration 15Q: 3 clusters Score -2826919 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2827095.750000 Penalty: 5018.344727
	Iteration 16Q: 3 clusters Score -2827096 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2827264.250000 Penalty: 5018.344727
	Iteration 17Q: 3 clusters Score -2827264 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2827395.000000 Penalty: 5018.344727
	Iteration 18Q: 3 clusters Score -2827395 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2827501.500000 Penalty: 5018.344727
	Iteration 19Q: 3 clusters Score -2827502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2827589.000000 Penalty: 5018.344727
	Iteration 20F: 3 clusters Score -2827589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2827645.250000 Penalty: 5018.344727
	Iteration 21Q: 3 clusters Score -2827645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2827698.750000 Penalty: 5018.344727
	Iteration 22Q: 3 clusters Score -2827699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2827746.250000 Penalty: 5018.344727
	Iteration 23Q: 3 clusters Score -2827746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2827779.500000 Penalty: 5018.344727
	Iteration 24Q: 3 clusters Score -2827780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2827800.250000 Penalty: 5018.344727
	Iteration 25Q: 3 clusters Score -2827800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2827832.250000 Penalty: 5018.344727
	Iteration 26Q: 3 clusters Score -2827832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2827854.250000 Penalty: 5018.344727
	Iteration 27Q: 3 clusters Score -2827854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2827866.500000 Penalty: 5018.344727
	Iteration 28Q: 3 clusters Score -2827866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2827883.250000 Penalty: 5018.344727
	Iteration 29Q: 3 clusters Score -2827883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2827900.000000 Penalty: 5018.344727
	Iteration 30Q: 3 clusters Score -2827900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2827921.000000 Penalty: 5018.344727
	Iteration 31Q: 3 clusters Score -2827921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2827929.000000 Penalty: 5018.344727
	Iteration 32Q: 3 clusters Score -2827929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2827940.750000 Penalty: 5018.344727
	Iteration 33Q: 3 clusters Score -2827941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2827940.500000 Penalty: 5018.344727
	Iteration 34Q: 3 clusters Score -2827940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2827946.750000 Penalty: 5018.344727
	Iteration 35Q: 3 clusters Score -2827947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2827955.500000 Penalty: 5018.344727
	Iteration 36Q: 3 clusters Score -2827956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2827957.000000 Penalty: 5018.344727
	Iteration 37Q: 3 clusters Score -2827957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2827969.000000 Penalty: 5018.344727
	Iteration 38Q: 3 clusters Score -2827969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2827974.000000 Penalty: 5018.344727
	Iteration 39Q: 3 clusters Score -2827974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2827983.750000 Penalty: 5018.344727
	Iteration 40F: 3 clusters Score -2827984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2827998.250000 Penalty: 5018.344727
	Iteration 41Q: 3 clusters Score -2827998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2828014.750000 Penalty: 5018.344727
	Iteration 42Q: 3 clusters Score -2828015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2828025.250000 Penalty: 5018.344727
	Iteration 43Q: 3 clusters Score -2828025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2828038.250000 Penalty: 5018.344727
	Iteration 44Q: 3 clusters Score -2828038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2828052.250000 Penalty: 5018.344727
	Iteration 45Q: 3 clusters Score -2828052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2828056.750000 Penalty: 5018.344727
	Iteration 46Q: 3 clusters Score -2828057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2828069.250000 Penalty: 5018.344727
	Iteration 47Q: 3 clusters Score -2828069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2828075.000000 Penalty: 5018.344727
	Iteration 48Q: 3 clusters Score -2828075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2828083.500000 Penalty: 5018.344727
	Iteration 49Q: 3 clusters Score -2828084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2828096.000000 Penalty: 5018.344727
	Iteration 50Q: 3 clusters Score -2828096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2828105.000000 Penalty: 5018.344727
	Iteration 51Q: 3 clusters Score -2828105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2828110.250000 Penalty: 5018.344727
	Iteration 52Q: 3 clusters Score -2828110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2828127.500000 Penalty: 5018.344727
	Iteration 53Q: 3 clusters Score -2828128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2828129.000000 Penalty: 5018.344727
	Iteration 54Q: 3 clusters Score -2828129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2828135.000000 Penalty: 5018.344727
	Iteration 55Q: 3 clusters Score -2828135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2828136.250000 Penalty: 5018.344727
	Iteration 56Q: 3 clusters Score -2828136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2828143.000000 Penalty: 5018.344727
	Iteration 57Q: 3 clusters Score -2828143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2828148.500000 Penalty: 5018.344727
	Iteration 58Q: 3 clusters Score -2828148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2828154.250000 Penalty: 5018.344727
	Iteration 59Q: 3 clusters Score -2828154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2828159.250000 Penalty: 5018.344727
	Iteration 60F: 3 clusters Score -2828159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2828161.750000 Penalty: 5018.344727
	Iteration 61Q: 3 clusters Score -2828162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2828172.000000 Penalty: 5018.344727
	Iteration 62Q: 3 clusters Score -2828172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2828176.250000 Penalty: 5018.344727
	Iteration 63Q: 3 clusters Score -2828176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2828188.000000 Penalty: 5018.344727
	Iteration 64Q: 3 clusters Score -2828188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2828192.000000 Penalty: 5018.344727
	Iteration 65Q: 3 clusters Score -2828192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2828198.250000 Penalty: 5018.344727
	Iteration 66Q: 3 clusters Score -2828198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2828201.250000 Penalty: 5018.344727
	Iteration 67Q: 3 clusters Score -2828201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2828205.750000 Penalty: 5018.344727
	Iteration 68Q: 3 clusters Score -2828206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2828208.750000 Penalty: 5018.344727
	Iteration 69Q: 3 clusters Score -2828209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2828208.000000 Penalty: 5018.344727
	Iteration 70Q: 3 clusters Score -2828208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2828218.000000 Penalty: 5018.344727
	Iteration 71Q: 3 clusters Score -2828218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2828220.000000 Penalty: 5018.344727
	Iteration 72Q: 3 clusters Score -2828220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2828225.250000 Penalty: 5018.344727
	Iteration 73Q: 3 clusters Score -2828225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2828227.500000 Penalty: 5018.344727
	Iteration 74Q: 3 clusters Score -2828228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2828228.750000 Penalty: 5018.344727
	Iteration 75Q: 3 clusters Score -2828229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2828227.750000 Penalty: 5018.344727
	Iteration 76Q: 3 clusters Score -2828228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2828227.750000 Penalty: 5018.344727
	Iteration 77F: 3 clusters Score -2828228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -448742.625000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -448742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -444832.562500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -444832.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -445814.125000 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -445814.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -446095.625000 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -446095.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -446323.625000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -446323.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -446551.687500 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -446551.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -446744.000000 Penalty: 4131.749512
	Iteration 5F: 3 clusters Score -446744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -446902.093750 Penalty: 4131.749512
	Iteration 6Q: 3 clusters Score -446902.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -447029.500000 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -447029.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -447118.093750 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -447118.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -447173.125000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -447173.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -447220.906250 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -447220.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -447254.250000 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -447254.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -447281.562500 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -447281.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -447310.906250 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -447310.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -447329.218750 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -447329.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -447344.468750 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -447344.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -447355.437500 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -447355.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -447361.781250 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -447361.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -447367.218750 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -447367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -447371.656250 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -447371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -447374.875000 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -447374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -447376.500000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -447376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -447378.031250 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -447378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -447379.656250 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -447379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -447380.968750 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -447381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -447380.781250 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -447380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -447380.781250 Penalty: 4131.749512
	Iteration 26F: 3 clusters Score -447380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -139215.140625 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -139215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -136897.187500 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -136897.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -137637.796875 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -137637.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138020.109375 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -138020.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138232.468750 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -138232.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138387.718750 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -138387.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138461.609375 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -138461.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138503.015625 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -138503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -138526.062500 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -138526.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138536.828125 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -138536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138541.375000 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -138541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -138546.015625 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -138546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -138552.453125 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -138552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -138557.515625 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -138557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138558.390625 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -138558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -138558.875000 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -138558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138559.500000 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -138559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138561.125000 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -138561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -138562.265625 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -138562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138562.406250 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -138562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138562.406250 Penalty: 3690.604004
	Iteration 19F: 3 clusters Score -138562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -364132.156250 Penalty: 2050.582031
	Iteration 0F: 2 clusters Score -364132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -360352.843750 Penalty: 4101.164062
	Iteration 0F: 3 clusters Score -360352.8 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -361492.375000 Penalty: 4101.164062
	Iteration 1F: 3 clusters Score -361492.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -361990.156250 Penalty: 4101.164062
	Iteration 2F: 3 clusters Score -361990.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -362379.937500 Penalty: 4101.164062
	Iteration 3F: 3 clusters Score -362379.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -362692.937500 Penalty: 4101.164062
	Iteration 4F: 3 clusters Score -362692.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -363023.375000 Penalty: 4101.164062
	Iteration 5F: 3 clusters Score -363023.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -363341.281250 Penalty: 4101.164062
	Iteration 6F: 3 clusters Score -363341.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -363566.750000 Penalty: 4101.164062
	Iteration 7F: 3 clusters Score -363566.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -363674.562500 Penalty: 4101.164062
	Iteration 8Q: 3 clusters Score -363674.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -363735.000000 Penalty: 4101.164062
	Iteration 9Q: 3 clusters Score -363735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -363767.312500 Penalty: 4101.164062
	Iteration 10Q: 3 clusters Score -363767.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -363789.437500 Penalty: 4101.164062
	Iteration 11Q: 3 clusters Score -363789.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -363802.531250 Penalty: 4101.164062
	Iteration 12Q: 3 clusters Score -363802.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -363813.500000 Penalty: 4101.164062
	Iteration 13Q: 3 clusters Score -363813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -363819.875000 Penalty: 4101.164062
	Iteration 14Q: 3 clusters Score -363819.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -363822.937500 Penalty: 4101.164062
	Iteration 15Q: 3 clusters Score -363822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -363823.406250 Penalty: 4101.164062
	Iteration 16Q: 3 clusters Score -363823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -363825.375000 Penalty: 4101.164062
	Iteration 17Q: 3 clusters Score -363825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -363827.000000 Penalty: 4101.164062
	Iteration 18Q: 3 clusters Score -363827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -363829.687500 Penalty: 4101.164062
	Iteration 19Q: 3 clusters Score -363829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -363830.625000 Penalty: 4101.164062
	Iteration 20F: 3 clusters Score -363830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -363832.593750 Penalty: 4101.164062
	Iteration 21Q: 3 clusters Score -363832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -363832.593750 Penalty: 4101.164062
	Iteration 22F: 3 clusters Score -363832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Entering Unmasked Estep 
Score: -6660881.000000 Penalty: 2719.007568
	Iteration 0F: 2 clusters Score -6660881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -6622059.500000 Penalty: 5438.015137
	Iteration 0F: 3 clusters Score -6622060 nChanged 26837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6637036.000000 Penalty: 5438.015137
	Iteration 1F: 3 clusters Score -6637036 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6637652.500000 Penalty: 5438.015137
	Iteration 2Q: 3 clusters Score -6637652 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6638319.500000 Penalty: 5438.015137
	Iteration 3Q: 3 clusters Score -6638320 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6639113.500000 Penalty: 5438.015137
	Iteration 4Q: 3 clusters Score -6639114 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -6640136.000000 Penalty: 5438.015137
	Iteration 5Q: 3 clusters Score -6640136 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -6641577.500000 Penalty: 5438.015137
	Iteration 6Q: 3 clusters Score -6641578 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6643516.000000 Penalty: 5438.015137
	Iteration 7F: 3 clusters Score -6643516 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -6645854.000000 Penalty: 5438.015137
	Iteration 8F: 3 clusters Score -6645854 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -6648207.500000 Penalty: 5438.015137
	Iteration 9F: 3 clusters Score -6648208 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -6650242.000000 Penalty: 5438.015137
	Iteration 10F: 3 clusters Score -6650242 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -6652026.000000 Penalty: 5438.015137
	Iteration 11Q: 3 clusters Score -6652026 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -6653422.000000 Penalty: 5438.015137
	Iteration 12Q: 3 clusters Score -6653422 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -6654724.000000 Penalty: 5438.015137
	Iteration 13Q: 3 clusters Score -6654724 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -6656148.500000 Penalty: 5438.015137
	Iteration 14Q: 3 clusters Score -6656148 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -6657597.000000 Penalty: 5438.015137
	Iteration 15Q: 3 clusters Score -6657597 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -6658634.500000 Penalty: 5438.015137
	Iteration 16Q: 3 clusters Score -6658634 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6659129.000000 Penalty: 5438.015137
	Iteration 17Q: 3 clusters Score -6659129 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -6659438.000000 Penalty: 5438.015137
	Iteration 18Q: 3 clusters Score -6659438 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -6659579.500000 Penalty: 5438.015137
	Iteration 19Q: 3 clusters Score -6659580 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -6659678.000000 Penalty: 5438.015137
	Iteration 20F: 3 clusters Score -6659678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6659695.500000 Penalty: 5438.015137
	Iteration 21Q: 3 clusters Score -6659696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -6659729.000000 Penalty: 5438.015137
	Iteration 22Q: 3 clusters Score -6659729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6659758.500000 Penalty: 5438.015137
	Iteration 23Q: 3 clusters Score -6659758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -6659757.000000 Penalty: 5438.015137
	Iteration 24Q: 3 clusters Score -6659757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -6659780.000000 Penalty: 5438.015137
	Iteration 25Q: 3 clusters Score -6659780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -6659801.000000 Penalty: 5438.015137
	Iteration 26Q: 3 clusters Score -6659801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -6659810.000000 Penalty: 5438.015137
	Iteration 27Q: 3 clusters Score -6659810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -6659817.000000 Penalty: 5438.015137
	Iteration 28Q: 3 clusters Score -6659817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -6659832.500000 Penalty: 5438.015137
	Iteration 29Q: 3 clusters Score -6659832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -6659848.500000 Penalty: 5438.015137
	Iteration 30Q: 3 clusters Score -6659848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -6659860.000000 Penalty: 5438.015137
	Iteration 31Q: 3 clusters Score -6659860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -6659850.500000 Penalty: 5438.015137
	Iteration 32Q: 3 clusters Score -6659850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6659871.500000 Penalty: 5438.015137
	Iteration 33Q: 3 clusters Score -6659872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6659874.500000 Penalty: 5438.015137
	Iteration 34Q: 3 clusters Score -6659874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -6659872.500000 Penalty: 5438.015137
	Iteration 35Q: 3 clusters Score -6659872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -6659880.500000 Penalty: 5438.015137
	Iteration 36Q: 3 clusters Score -6659880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -6659868.500000 Penalty: 5438.015137
	Iteration 37Q: 3 clusters Score -6659868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -6659880.500000 Penalty: 5438.015137
	Iteration 38Q: 3 clusters Score -6659880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -6659885.500000 Penalty: 5438.015137
	Iteration 39Q: 3 clusters Score -6659886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -6659888.500000 Penalty: 5438.015137
	Iteration 40F: 3 clusters Score -6659888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -6659897.000000 Penalty: 5438.015137
	Iteration 41Q: 3 clusters Score -6659897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -6659893.500000 Penalty: 5438.015137
	Iteration 42Q: 3 clusters Score -6659894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -6659897.000000 Penalty: 5438.015137
	Iteration 43Q: 3 clusters Score -6659897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -6659902.000000 Penalty: 5438.015137
	Iteration 44Q: 3 clusters Score -6659902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -6659897.000000 Penalty: 5438.015137
	Iteration 45Q: 3 clusters Score -6659897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6659896.500000 Penalty: 5438.015137
	Iteration 46Q: 3 clusters Score -6659896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -6659901.500000 Penalty: 5438.015137
	Iteration 47Q: 3 clusters Score -6659902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -6659903.000000 Penalty: 5438.015137
	Iteration 48Q: 3 clusters Score -6659903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6659904.000000 Penalty: 5438.015137
	Iteration 49Q: 3 clusters Score -6659904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -6659905.000000 Penalty: 5438.015137
	Iteration 50Q: 3 clusters Score -6659905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -6659898.000000 Penalty: 5438.015137
	Iteration 51Q: 3 clusters Score -6659898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -6659913.500000 Penalty: 5438.015137
	Iteration 52Q: 3 clusters Score -6659914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -6659908.000000 Penalty: 5438.015137
	Iteration 53Q: 3 clusters Score -6659908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6659901.500000 Penalty: 5438.015137
	Iteration 54Q: 3 clusters Score -6659902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6659898.500000 Penalty: 5438.015137
	Iteration 55Q: 3 clusters Score -6659898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6659904.500000 Penalty: 5438.015137
	Iteration 56Q: 3 clusters Score -6659904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -6659908.000000 Penalty: 5438.015137
	Iteration 57Q: 3 clusters Score -6659908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6659907.500000 Penalty: 5438.015137
	Iteration 58Q: 3 clusters Score -6659908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -6659902.500000 Penalty: 5438.015137
	Iteration 59Q: 3 clusters Score -6659902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -6659899.500000 Penalty: 5438.015137
	Iteration 60F: 3 clusters Score -6659900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6659897.500000 Penalty: 5438.015137
	Iteration 61Q: 3 clusters Score -6659898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -6659893.000000 Penalty: 5438.015137
	Iteration 62Q: 3 clusters Score -6659893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -6659903.500000 Penalty: 5438.015137
	Iteration 63Q: 3 clusters Score -6659904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -6659904.500000 Penalty: 5438.015137
	Iteration 64Q: 3 clusters Score -6659904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6659907.000000 Penalty: 5438.015137
	Iteration 65Q: 3 clusters Score -6659907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -6659909.500000 Penalty: 5438.015137
	Iteration 66Q: 3 clusters Score -6659910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6659903.500000 Penalty: 5438.015137
	Iteration 67Q: 3 clusters Score -6659904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6659903.500000 Penalty: 5438.015137
	Iteration 68F: 3 clusters Score -6659904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Entering Unmasked Estep 
Score: -6043472.500000 Penalty: 2691.169434
	Iteration 0F: 2 clusters Score -6043472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6008601.000000 Penalty: 5382.338867
	Iteration 0F: 3 clusters Score -6008601 nChanged 23867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6021928.000000 Penalty: 5382.338867
	Iteration 1F: 3 clusters Score -6021928 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -6022460.000000 Penalty: 5382.338867
	Iteration 2Q: 3 clusters Score -6022460 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6022895.000000 Penalty: 5382.338867
	Iteration 3Q: 3 clusters Score -6022895 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -6023350.500000 Penalty: 5382.338867
	Iteration 4Q: 3 clusters Score -6023350 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6023814.000000 Penalty: 5382.338867
	Iteration 5Q: 3 clusters Score -6023814 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6024296.000000 Penalty: 5382.338867
	Iteration 6Q: 3 clusters Score -6024296 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -6024862.500000 Penalty: 5382.338867
	Iteration 7Q: 3 clusters Score -6024862 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -6025654.500000 Penalty: 5382.338867
	Iteration 8Q: 3 clusters Score -6025654 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6026813.000000 Penalty: 5382.338867
	Iteration 9Q: 3 clusters Score -6026813 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -6028379.000000 Penalty: 5382.338867
	Iteration 10F: 3 clusters Score -6028379 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -6030308.000000 Penalty: 5382.338867
	Iteration 11F: 3 clusters Score -6030308 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -6032552.500000 Penalty: 5382.338867
	Iteration 12F: 3 clusters Score -6032552 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -6034636.000000 Penalty: 5382.338867
	Iteration 13F: 3 clusters Score -6034636 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6036411.500000 Penalty: 5382.338867
	Iteration 14Q: 3 clusters Score -6036412 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -6037798.000000 Penalty: 5382.338867
	Iteration 15Q: 3 clusters Score -6037798 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6038743.000000 Penalty: 5382.338867
	Iteration 16Q: 3 clusters Score -6038743 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6039439.000000 Penalty: 5382.338867
	Iteration 17Q: 3 clusters Score -6039439 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6039972.000000 Penalty: 5382.338867
	Iteration 18Q: 3 clusters Score -6039972 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6040287.000000 Penalty: 5382.338867
	Iteration 19Q: 3 clusters Score -6040287 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6040534.000000 Penalty: 5382.338867
	Iteration 20F: 3 clusters Score -6040534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6040722.500000 Penalty: 5382.338867
	Iteration 21Q: 3 clusters Score -6040722 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6040845.500000 Penalty: 5382.338867
	Iteration 22Q: 3 clusters Score -6040846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6040936.500000 Penalty: 5382.338867
	Iteration 23Q: 3 clusters Score -6040936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6041001.500000 Penalty: 5382.338867
	Iteration 24Q: 3 clusters Score -6041002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6041047.000000 Penalty: 5382.338867
	Iteration 25Q: 3 clusters Score -6041047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6041088.000000 Penalty: 5382.338867
	Iteration 26Q: 3 clusters Score -6041088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6041118.500000 Penalty: 5382.338867
	Iteration 27Q: 3 clusters Score -6041118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6041120.500000 Penalty: 5382.338867
	Iteration 28Q: 3 clusters Score -6041120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6041139.500000 Penalty: 5382.338867
	Iteration 29Q: 3 clusters Score -6041140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6041134.500000 Penalty: 5382.338867
	Iteration 30Q: 3 clusters Score -6041134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6041138.000000 Penalty: 5382.338867
	Iteration 31Q: 3 clusters Score -6041138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6041149.000000 Penalty: 5382.338867
	Iteration 32Q: 3 clusters Score -6041149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6041153.000000 Penalty: 5382.338867
	Iteration 33Q: 3 clusters Score -6041153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6041160.000000 Penalty: 5382.338867
	Iteration 34Q: 3 clusters Score -6041160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6041165.000000 Penalty: 5382.338867
	Iteration 35Q: 3 clusters Score -6041165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6041167.000000 Penalty: 5382.338867
	Iteration 36Q: 3 clusters Score -6041167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6041167.000000 Penalty: 5382.338867
	Iteration 37F: 3 clusters Score -6041167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -608455.375000 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -608455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -603148.812500 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -603148.8 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -604677.375000 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -604677.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -605078.937500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -605078.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -605408.500000 Penalty: 4345.573730
	Iteration 3F: 3 clusters Score -605408.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -605794.812500 Penalty: 4345.573730
	Iteration 4F: 3 clusters Score -605794.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -606276.812500 Penalty: 4345.573730
	Iteration 5F: 3 clusters Score -606276.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -606681.812500 Penalty: 4345.573730
	Iteration 6F: 3 clusters Score -606681.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -606936.375000 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -606936.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -607133.187500 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -607133.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -607299.125000 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -607299.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -607427.750000 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -607427.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -607516.187500 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -607516.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -607569.375000 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -607569.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -607606.562500 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -607606.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -607642.062500 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -607642.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -607675.437500 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -607675.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -607698.500000 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -607698.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -607718.187500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -607718.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -607737.937500 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -607737.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -607754.125000 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -607754.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -607776.000000 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -607776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -607788.750000 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -607788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -607799.000000 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -607799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607806.062500 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -607806.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607809.375000 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -607809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607811.312500 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -607811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607815.062500 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -607815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -607816.375000 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -607816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -607819.125000 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -607819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607820.750000 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -607820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607822.562500 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -607822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -607824.250000 Penalty: 4345.573730
	Iteration 31Q: 3 clusters Score -607824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -607823.500000 Penalty: 4345.573730
	Iteration 32Q: 3 clusters Score -607823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -607823.500000 Penalty: 4345.573730
	Iteration 33F: 3 clusters Score -607823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Entering Unmasked Estep 
Score: -4469317.000000 Penalty: 2619.592041
	Iteration 0F: 2 clusters Score -4469317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4442988.000000 Penalty: 5239.184082
	Iteration 0F: 3 clusters Score -4442988 nChanged 17700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4452747.500000 Penalty: 5239.184082
	Iteration 1F: 3 clusters Score -4452748 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4453284.500000 Penalty: 5239.184082
	Iteration 2Q: 3 clusters Score -4453284 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4453772.500000 Penalty: 5239.184082
	Iteration 3Q: 3 clusters Score -4453772 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4454269.000000 Penalty: 5239.184082
	Iteration 4Q: 3 clusters Score -4454269 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4454878.500000 Penalty: 5239.184082
	Iteration 5Q: 3 clusters Score -4454878 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4455617.500000 Penalty: 5239.184082
	Iteration 6Q: 3 clusters Score -4455618 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4456560.500000 Penalty: 5239.184082
	Iteration 7Q: 3 clusters Score -4456560 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4457750.500000 Penalty: 5239.184082
	Iteration 8F: 3 clusters Score -4457750 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4459051.000000 Penalty: 5239.184082
	Iteration 9F: 3 clusters Score -4459051 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4460345.500000 Penalty: 5239.184082
	Iteration 10F: 3 clusters Score -4460346 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4461452.500000 Penalty: 5239.184082
	Iteration 11F: 3 clusters Score -4461452 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4462309.000000 Penalty: 5239.184082
	Iteration 12Q: 3 clusters Score -4462309 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4462946.500000 Penalty: 5239.184082
	Iteration 13Q: 3 clusters Score -4462946 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4463455.000000 Penalty: 5239.184082
	Iteration 14Q: 3 clusters Score -4463455 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4463910.000000 Penalty: 5239.184082
	Iteration 15Q: 3 clusters Score -4463910 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4464350.000000 Penalty: 5239.184082
	Iteration 16Q: 3 clusters Score -4464350 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4464791.500000 Penalty: 5239.184082
	Iteration 17Q: 3 clusters Score -4464792 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4465187.500000 Penalty: 5239.184082
	Iteration 18Q: 3 clusters Score -4465188 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4465587.500000 Penalty: 5239.184082
	Iteration 19Q: 3 clusters Score -4465588 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -4465935.000000 Penalty: 5239.184082
	Iteration 20F: 3 clusters Score -4465935 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4466260.500000 Penalty: 5239.184082
	Iteration 21Q: 3 clusters Score -4466260 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4466583.000000 Penalty: 5239.184082
	Iteration 22Q: 3 clusters Score -4466583 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -4466892.000000 Penalty: 5239.184082
	Iteration 23Q: 3 clusters Score -4466892 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4467179.000000 Penalty: 5239.184082
	Iteration 24Q: 3 clusters Score -4467179 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4467420.500000 Penalty: 5239.184082
	Iteration 25Q: 3 clusters Score -4467420 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4467590.000000 Penalty: 5239.184082
	Iteration 26Q: 3 clusters Score -4467590 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4467713.500000 Penalty: 5239.184082
	Iteration 27Q: 3 clusters Score -4467714 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4467839.500000 Penalty: 5239.184082
	Iteration 28Q: 3 clusters Score -4467840 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4467925.000000 Penalty: 5239.184082
	Iteration 29Q: 3 clusters Score -4467925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4467987.500000 Penalty: 5239.184082
	Iteration 30Q: 3 clusters Score -4467988 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4468024.500000 Penalty: 5239.184082
	Iteration 31Q: 3 clusters Score -4468024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4468059.000000 Penalty: 5239.184082
	Iteration 32Q: 3 clusters Score -4468059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4468094.500000 Penalty: 5239.184082
	Iteration 33Q: 3 clusters Score -4468094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4468125.500000 Penalty: 5239.184082
	Iteration 34Q: 3 clusters Score -4468126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4468155.500000 Penalty: 5239.184082
	Iteration 35Q: 3 clusters Score -4468156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4468166.000000 Penalty: 5239.184082
	Iteration 36Q: 3 clusters Score -4468166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4468195.000000 Penalty: 5239.184082
	Iteration 37Q: 3 clusters Score -4468195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4468205.000000 Penalty: 5239.184082
	Iteration 38Q: 3 clusters Score -4468205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4468208.000000 Penalty: 5239.184082
	Iteration 39Q: 3 clusters Score -4468208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4468221.500000 Penalty: 5239.184082
	Iteration 40F: 3 clusters Score -4468222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4468229.000000 Penalty: 5239.184082
	Iteration 41Q: 3 clusters Score -4468229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4468240.500000 Penalty: 5239.184082
	Iteration 42Q: 3 clusters Score -4468240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4468248.500000 Penalty: 5239.184082
	Iteration 43Q: 3 clusters Score -4468248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4468248.000000 Penalty: 5239.184082
	Iteration 44Q: 3 clusters Score -4468248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4468258.000000 Penalty: 5239.184082
	Iteration 45Q: 3 clusters Score -4468258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4468260.000000 Penalty: 5239.184082
	Iteration 46Q: 3 clusters Score -4468260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4468263.500000 Penalty: 5239.184082
	Iteration 47Q: 3 clusters Score -4468264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4468275.000000 Penalty: 5239.184082
	Iteration 48Q: 3 clusters Score -4468275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4468284.000000 Penalty: 5239.184082
	Iteration 49Q: 3 clusters Score -4468284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4468297.500000 Penalty: 5239.184082
	Iteration 50Q: 3 clusters Score -4468298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4468290.000000 Penalty: 5239.184082
	Iteration 51Q: 3 clusters Score -4468290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4468286.000000 Penalty: 5239.184082
	Iteration 52Q: 3 clusters Score -4468286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4468291.000000 Penalty: 5239.184082
	Iteration 53Q: 3 clusters Score -4468291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4468291.500000 Penalty: 5239.184082
	Iteration 54Q: 3 clusters Score -4468292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4468288.500000 Penalty: 5239.184082
	Iteration 55Q: 3 clusters Score -4468288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4468290.000000 Penalty: 5239.184082
	Iteration 56Q: 3 clusters Score -4468290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4468294.000000 Penalty: 5239.184082
	Iteration 57Q: 3 clusters Score -4468294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4468293.500000 Penalty: 5239.184082
	Iteration 58Q: 3 clusters Score -4468294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4468293.000000 Penalty: 5239.184082
	Iteration 59Q: 3 clusters Score -4468293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4468296.500000 Penalty: 5239.184082
	Iteration 60F: 3 clusters Score -4468296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4468299.500000 Penalty: 5239.184082
	Iteration 61Q: 3 clusters Score -4468300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4468298.000000 Penalty: 5239.184082
	Iteration 62Q: 3 clusters Score -4468298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4468292.000000 Penalty: 5239.184082
	Iteration 63Q: 3 clusters Score -4468292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4468296.000000 Penalty: 5239.184082
	Iteration 64Q: 3 clusters Score -4468296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4468297.500000 Penalty: 5239.184082
	Iteration 65Q: 3 clusters Score -4468298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4468306.000000 Penalty: 5239.184082
	Iteration 66Q: 3 clusters Score -4468306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4468308.000000 Penalty: 5239.184082
	Iteration 67Q: 3 clusters Score -4468308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4468317.000000 Penalty: 5239.184082
	Iteration 68Q: 3 clusters Score -4468317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4468315.500000 Penalty: 5239.184082
	Iteration 69Q: 3 clusters Score -4468316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4468311.000000 Penalty: 5239.184082
	Iteration 70Q: 3 clusters Score -4468311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4468314.000000 Penalty: 5239.184082
	Iteration 71Q: 3 clusters Score -4468314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4468313.000000 Penalty: 5239.184082
	Iteration 72Q: 3 clusters Score -4468313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4468313.500000 Penalty: 5239.184082
	Iteration 73Q: 3 clusters Score -4468314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4468316.000000 Penalty: 5239.184082
	Iteration 74Q: 3 clusters Score -4468316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4468315.500000 Penalty: 5239.184082
	Iteration 75Q: 3 clusters Score -4468316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4468318.500000 Penalty: 5239.184082
	Iteration 76Q: 3 clusters Score -4468318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4468324.500000 Penalty: 5239.184082
	Iteration 77Q: 3 clusters Score -4468324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4468318.000000 Penalty: 5239.184082
	Iteration 78Q: 3 clusters Score -4468318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4468323.000000 Penalty: 5239.184082
	Iteration 79Q: 3 clusters Score -4468323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4468326.500000 Penalty: 5239.184082
	Iteration 80F: 3 clusters Score -4468326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4468330.500000 Penalty: 5239.184082
	Iteration 81Q: 3 clusters Score -4468330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4468329.500000 Penalty: 5239.184082
	Iteration 82Q: 3 clusters Score -4468330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4468338.500000 Penalty: 5239.184082
	Iteration 83Q: 3 clusters Score -4468338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4468343.000000 Penalty: 5239.184082
	Iteration 84Q: 3 clusters Score -4468343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4468341.500000 Penalty: 5239.184082
	Iteration 85Q: 3 clusters Score -4468342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4468337.000000 Penalty: 5239.184082
	Iteration 86Q: 3 clusters Score -4468337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4468345.000000 Penalty: 5239.184082
	Iteration 87Q: 3 clusters Score -4468345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4468344.500000 Penalty: 5239.184082
	Iteration 88Q: 3 clusters Score -4468344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4468347.500000 Penalty: 5239.184082
	Iteration 89Q: 3 clusters Score -4468348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4468343.000000 Penalty: 5239.184082
	Iteration 90Q: 3 clusters Score -4468343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4468339.500000 Penalty: 5239.184082
	Iteration 91Q: 3 clusters Score -4468340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4468339.500000 Penalty: 5239.184082
	Iteration 92F: 3 clusters Score -4468340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (248020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248020 members 
Entering Unmasked Estep 
Score: -29073994.000000 Penalty: 3080.473633
	Iteration 0F: 2 clusters Score -2.907399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123736 members 
Mstep: Class 2 contains 124284 members 
Entering Unmasked Estep 
Score: -28916038.000000 Penalty: 6160.947266
	Iteration 0F: 3 clusters Score -2.891604e+07 nChanged 119840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121472 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -28986070.000000 Penalty: 6160.947266
	Iteration 1F: 3 clusters Score -2.898607e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 128188 members 
Entering Unmasked Estep 
Score: -28987330.000000 Penalty: 6160.947266
	Iteration 2Q: 3 clusters Score -2.898733e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117456 members 
Mstep: Class 2 contains 130564 members 
Entering Unmasked Estep 
Score: -28988902.000000 Penalty: 6160.947266
	Iteration 3Q: 3 clusters Score -2.89889e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 134104 members 
Entering Unmasked Estep 
Score: -28990764.000000 Penalty: 6160.947266
	Iteration 4Q: 3 clusters Score -2.899076e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 139414 members 
Entering Unmasked Estep 
Score: -28993958.000000 Penalty: 6160.947266
	Iteration 5Q: 3 clusters Score -2.899396e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -28999062.000000 Penalty: 6160.947266
	Iteration 6Q: 3 clusters Score -2.899906e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 158090 members 
Entering Unmasked Estep 
Score: -29007046.000000 Penalty: 6160.947266
	Iteration 7F: 3 clusters Score -2.900705e+07 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 172510 members 
Entering Unmasked Estep 
Score: -29019364.000000 Penalty: 6160.947266
	Iteration 8F: 3 clusters Score -2.901936e+07 nChanged 17785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 189357 members 
Entering Unmasked Estep 
Score: -29034388.000000 Penalty: 6160.947266
	Iteration 9F: 3 clusters Score -2.903439e+07 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 205635 members 
Entering Unmasked Estep 
Score: -29048656.000000 Penalty: 6160.947266
	Iteration 10F: 3 clusters Score -2.904866e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 218362 members 
Entering Unmasked Estep 
Score: -29058622.000000 Penalty: 6160.947266
	Iteration 11F: 3 clusters Score -2.905862e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 226983 members 
Entering Unmasked Estep 
Score: -29064616.000000 Penalty: 6160.947266
	Iteration 12Q: 3 clusters Score -2.906462e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 232627 members 
Entering Unmasked Estep 
Score: -29067756.000000 Penalty: 6160.947266
	Iteration 13Q: 3 clusters Score -2.906776e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 236213 members 
Entering Unmasked Estep 
Score: -29069298.000000 Penalty: 6160.947266
	Iteration 14Q: 3 clusters Score -2.90693e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 238568 members 
Entering Unmasked Estep 
Score: -29070340.000000 Penalty: 6160.947266
	Iteration 15Q: 3 clusters Score -2.907034e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 240136 members 
Entering Unmasked Estep 
Score: -29070994.000000 Penalty: 6160.947266
	Iteration 16Q: 3 clusters Score -2.907099e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 241230 members 
Entering Unmasked Estep 
Score: -29071300.000000 Penalty: 6160.947266
	Iteration 17Q: 3 clusters Score -2.90713e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 242006 members 
Entering Unmasked Estep 
Score: -29071478.000000 Penalty: 6160.947266
	Iteration 18Q: 3 clusters Score -2.907148e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 242591 members 
Entering Unmasked Estep 
Score: -29071704.000000 Penalty: 6160.947266
	Iteration 19Q: 3 clusters Score -2.90717e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 243044 members 
Entering Unmasked Estep 
Score: -29071788.000000 Penalty: 6160.947266
	Iteration 20F: 3 clusters Score -2.907179e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 243361 members 
Entering Unmasked Estep 
Score: -29071794.000000 Penalty: 6160.947266
	Iteration 21Q: 3 clusters Score -2.907179e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 243594 members 
Entering Unmasked Estep 
Score: -29071892.000000 Penalty: 6160.947266
	Iteration 22Q: 3 clusters Score -2.907189e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 243766 members 
Entering Unmasked Estep 
Score: -29071912.000000 Penalty: 6160.947266
	Iteration 23Q: 3 clusters Score -2.907191e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 243910 members 
Entering Unmasked Estep 
Score: -29071930.000000 Penalty: 6160.947266
	Iteration 24Q: 3 clusters Score -2.907193e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 244051 members 
Entering Unmasked Estep 
Score: -29071914.000000 Penalty: 6160.947266
	Iteration 25Q: 3 clusters Score -2.907191e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 244156 members 
Entering Unmasked Estep 
Score: -29071962.000000 Penalty: 6160.947266
	Iteration 26Q: 3 clusters Score -2.907196e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 244252 members 
Entering Unmasked Estep 
Score: -29071962.000000 Penalty: 6160.947266
	Iteration 27Q: 3 clusters Score -2.907196e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 244337 members 
Entering Unmasked Estep 
Score: -29071988.000000 Penalty: 6160.947266
	Iteration 28Q: 3 clusters Score -2.907199e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 244392 members 
Entering Unmasked Estep 
Score: -29072014.000000 Penalty: 6160.947266
	Iteration 29Q: 3 clusters Score -2.907201e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 244443 members 
Entering Unmasked Estep 
Score: -29072024.000000 Penalty: 6160.947266
	Iteration 30Q: 3 clusters Score -2.907202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 244484 members 
Entering Unmasked Estep 
Score: -29072040.000000 Penalty: 6160.947266
	Iteration 31Q: 3 clusters Score -2.907204e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 244528 members 
Entering Unmasked Estep 
Score: -29072056.000000 Penalty: 6160.947266
	Iteration 32Q: 3 clusters Score -2.907206e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 244558 members 
Entering Unmasked Estep 
Score: -29072068.000000 Penalty: 6160.947266
	Iteration 33Q: 3 clusters Score -2.907207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 244582 members 
Entering Unmasked Estep 
Score: -29072078.000000 Penalty: 6160.947266
	Iteration 34Q: 3 clusters Score -2.907208e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 244609 members 
Entering Unmasked Estep 
Score: -29072070.000000 Penalty: 6160.947266
	Iteration 35Q: 3 clusters Score -2.907207e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 244640 members 
Entering Unmasked Estep 
Score: -29072102.000000 Penalty: 6160.947266
	Iteration 36Q: 3 clusters Score -2.90721e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 244658 members 
Entering Unmasked Estep 
Score: -29072086.000000 Penalty: 6160.947266
	Iteration 37Q: 3 clusters Score -2.907209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 244682 members 
Entering Unmasked Estep 
Score: -29072078.000000 Penalty: 6160.947266
	Iteration 38Q: 3 clusters Score -2.907208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 244706 members 
Entering Unmasked Estep 
Score: -29072096.000000 Penalty: 6160.947266
	Iteration 39Q: 3 clusters Score -2.90721e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 244718 members 
Entering Unmasked Estep 
Score: -29072096.000000 Penalty: 6160.947266
	Iteration 40F: 3 clusters Score -2.90721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 244729 members 
Entering Unmasked Estep 
Score: -29072116.000000 Penalty: 6160.947266
	Iteration 41Q: 3 clusters Score -2.907212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 244742 members 
Entering Unmasked Estep 
Score: -29072120.000000 Penalty: 6160.947266
	Iteration 42Q: 3 clusters Score -2.907212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 244750 members 
Entering Unmasked Estep 
Score: -29072120.000000 Penalty: 6160.947266
	Iteration 43Q: 3 clusters Score -2.907212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 244755 members 
Entering Unmasked Estep 
Score: -29072124.000000 Penalty: 6160.947266
	Iteration 44Q: 3 clusters Score -2.907212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 244759 members 
Entering Unmasked Estep 
Score: -29072122.000000 Penalty: 6160.947266
	Iteration 45Q: 3 clusters Score -2.907212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 244762 members 
Entering Unmasked Estep 
Score: -29072120.000000 Penalty: 6160.947266
	Iteration 46Q: 3 clusters Score -2.907212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 244765 members 
Entering Unmasked Estep 
Score: -29072128.000000 Penalty: 6160.947266
	Iteration 47Q: 3 clusters Score -2.907213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 244769 members 
Entering Unmasked Estep 
Score: -29072136.000000 Penalty: 6160.947266
	Iteration 48Q: 3 clusters Score -2.907214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 244773 members 
Entering Unmasked Estep 
Score: -29072126.000000 Penalty: 6160.947266
	Iteration 49Q: 3 clusters Score -2.907213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 244776 members 
Entering Unmasked Estep 
Score: -29072130.000000 Penalty: 6160.947266
	Iteration 50Q: 3 clusters Score -2.907213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 244778 members 
Entering Unmasked Estep 
Score: -29072128.000000 Penalty: 6160.947266
	Iteration 51Q: 3 clusters Score -2.907213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 244778 members 
Entering Unmasked Estep 
Score: -29072128.000000 Penalty: 6160.947266
	Iteration 52F: 3 clusters Score -2.907213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Entering Unmasked Estep 
Score: -3883078.750000 Penalty: 2586.087646
	Iteration 0F: 2 clusters Score -3883079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3859949.000000 Penalty: 5172.175293
	Iteration 0F: 3 clusters Score -3859949 nChanged 15329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3868170.250000 Penalty: 5172.175293
	Iteration 1F: 3 clusters Score -3868170 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3868730.750000 Penalty: 5172.175293
	Iteration 2Q: 3 clusters Score -3868731 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3869370.250000 Penalty: 5172.175293
	Iteration 3Q: 3 clusters Score -3869370 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3870136.000000 Penalty: 5172.175293
	Iteration 4F: 3 clusters Score -3870136 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3871258.000000 Penalty: 5172.175293
	Iteration 5F: 3 clusters Score -3871258 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3872762.250000 Penalty: 5172.175293
	Iteration 6F: 3 clusters Score -3872762 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3874569.500000 Penalty: 5172.175293
	Iteration 7F: 3 clusters Score -3874570 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3876376.250000 Penalty: 5172.175293
	Iteration 8F: 3 clusters Score -3876376 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3877817.500000 Penalty: 5172.175293
	Iteration 9F: 3 clusters Score -3877818 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3878874.000000 Penalty: 5172.175293
	Iteration 10Q: 3 clusters Score -3878874 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -3879638.750000 Penalty: 5172.175293
	Iteration 11Q: 3 clusters Score -3879639 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -3880137.500000 Penalty: 5172.175293
	Iteration 12Q: 3 clusters Score -3880138 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3880439.750000 Penalty: 5172.175293
	Iteration 13Q: 3 clusters Score -3880440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3880616.250000 Penalty: 5172.175293
	Iteration 14Q: 3 clusters Score -3880616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3880701.750000 Penalty: 5172.175293
	Iteration 15Q: 3 clusters Score -3880702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -3880762.500000 Penalty: 5172.175293
	Iteration 16Q: 3 clusters Score -3880762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -3880792.000000 Penalty: 5172.175293
	Iteration 17Q: 3 clusters Score -3880792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3880817.000000 Penalty: 5172.175293
	Iteration 18Q: 3 clusters Score -3880817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3880826.250000 Penalty: 5172.175293
	Iteration 19Q: 3 clusters Score -3880826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3880830.500000 Penalty: 5172.175293
	Iteration 20F: 3 clusters Score -3880830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -3880835.000000 Penalty: 5172.175293
	Iteration 21Q: 3 clusters Score -3880835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -3880835.000000 Penalty: 5172.175293
	Iteration 22Q: 3 clusters Score -3880835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3880843.750000 Penalty: 5172.175293
	Iteration 23Q: 3 clusters Score -3880844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3880850.000000 Penalty: 5172.175293
	Iteration 24Q: 3 clusters Score -3880850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3880848.000000 Penalty: 5172.175293
	Iteration 25Q: 3 clusters Score -3880848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -3880849.750000 Penalty: 5172.175293
	Iteration 26Q: 3 clusters Score -3880850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3880855.500000 Penalty: 5172.175293
	Iteration 27Q: 3 clusters Score -3880856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3880855.500000 Penalty: 5172.175293
	Iteration 28F: 3 clusters Score -3880856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Entering Unmasked Estep 
Score: -1476804.875000 Penalty: 2341.598145
	Iteration 0F: 2 clusters Score -1476805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1467430.500000 Penalty: 4683.196289
	Iteration 0F: 3 clusters Score -1467430 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1470328.125000 Penalty: 4683.196289
	Iteration 1F: 3 clusters Score -1470328 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1470704.750000 Penalty: 4683.196289
	Iteration 2F: 3 clusters Score -1470705 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1470998.500000 Penalty: 4683.196289
	Iteration 3F: 3 clusters Score -1470998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1471282.000000 Penalty: 4683.196289
	Iteration 4Q: 3 clusters Score -1471282 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1471502.250000 Penalty: 4683.196289
	Iteration 5Q: 3 clusters Score -1471502 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1471705.750000 Penalty: 4683.196289
	Iteration 6Q: 3 clusters Score -1471706 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1471876.875000 Penalty: 4683.196289
	Iteration 7Q: 3 clusters Score -1471877 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1472068.250000 Penalty: 4683.196289
	Iteration 8Q: 3 clusters Score -1472068 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1472284.625000 Penalty: 4683.196289
	Iteration 9Q: 3 clusters Score -1472285 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1472515.250000 Penalty: 4683.196289
	Iteration 10Q: 3 clusters Score -1472515 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1472765.500000 Penalty: 4683.196289
	Iteration 11Q: 3 clusters Score -1472766 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1473040.625000 Penalty: 4683.196289
	Iteration 12Q: 3 clusters Score -1473041 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1473336.500000 Penalty: 4683.196289
	Iteration 13Q: 3 clusters Score -1473336 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1473674.875000 Penalty: 4683.196289
	Iteration 14Q: 3 clusters Score -1473675 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1473997.750000 Penalty: 4683.196289
	Iteration 15Q: 3 clusters Score -1473998 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1474282.375000 Penalty: 4683.196289
	Iteration 16Q: 3 clusters Score -1474282 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1474540.000000 Penalty: 4683.196289
	Iteration 17Q: 3 clusters Score -1474540 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1474735.625000 Penalty: 4683.196289
	Iteration 18Q: 3 clusters Score -1474736 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1474899.875000 Penalty: 4683.196289
	Iteration 19Q: 3 clusters Score -1474900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1475043.500000 Penalty: 4683.196289
	Iteration 20F: 3 clusters Score -1475044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1475177.750000 Penalty: 4683.196289
	Iteration 21Q: 3 clusters Score -1475178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1475244.750000 Penalty: 4683.196289
	Iteration 22Q: 3 clusters Score -1475245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1475276.750000 Penalty: 4683.196289
	Iteration 23Q: 3 clusters Score -1475277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1475296.750000 Penalty: 4683.196289
	Iteration 24Q: 3 clusters Score -1475297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1475313.125000 Penalty: 4683.196289
	Iteration 25Q: 3 clusters Score -1475313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1475324.375000 Penalty: 4683.196289
	Iteration 26Q: 3 clusters Score -1475324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475325.375000 Penalty: 4683.196289
	Iteration 27Q: 3 clusters Score -1475325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1475327.625000 Penalty: 4683.196289
	Iteration 28Q: 3 clusters Score -1475328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1475331.000000 Penalty: 4683.196289
	Iteration 29Q: 3 clusters Score -1475331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1475331.125000 Penalty: 4683.196289
	Iteration 30Q: 3 clusters Score -1475331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475333.875000 Penalty: 4683.196289
	Iteration 31Q: 3 clusters Score -1475334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475334.750000 Penalty: 4683.196289
	Iteration 32Q: 3 clusters Score -1475335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475336.250000 Penalty: 4683.196289
	Iteration 33Q: 3 clusters Score -1475336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475336.250000 Penalty: 4683.196289
	Iteration 34F: 3 clusters Score -1475336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -267783.250000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -267783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -264873.906250 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -264873.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -265430.906250 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -265430.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -265586.593750 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -265586.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -265670.062500 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -265670.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -265720.343750 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -265720.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -265750.312500 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -265750.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -265766.000000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -265766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -265773.000000 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -265773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -265780.781250 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -265780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -265791.125000 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -265791.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -265803.468750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -265803.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265811.875000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -265811.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -265817.187500 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -265817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -265819.812500 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -265819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -265821.093750 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -265821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -265822.906250 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -265822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -265826.156250 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -265826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -265829.281250 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -265829.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -265831.093750 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -265831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -265833.218750 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -265833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -265835.468750 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -265835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -265840.437500 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -265840.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -265843.875000 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -265843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -265847.187500 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -265847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -265847.875000 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -265847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -265849.187500 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -265849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -265850.156250 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -265850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -265851.656250 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -265851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -265852.843750 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -265852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -265854.812500 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -265854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -265856.718750 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -265856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -265858.812500 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -265858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -265860.656250 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -265860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -265863.000000 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -265863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -265868.468750 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -265868.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -265872.125000 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -265872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -265878.218750 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -265878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -265882.937500 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -265882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -265888.250000 Penalty: 3846.860596
	Iteration 38Q: 3 clusters Score -265888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -265891.500000 Penalty: 3846.860596
	Iteration 39Q: 3 clusters Score -265891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -265893.468750 Penalty: 3846.860596
	Iteration 40F: 3 clusters Score -265893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -265897.312500 Penalty: 3846.860596
	Iteration 41Q: 3 clusters Score -265897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -265900.750000 Penalty: 3846.860596
	Iteration 42Q: 3 clusters Score -265900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -265902.750000 Penalty: 3846.860596
	Iteration 43Q: 3 clusters Score -265902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -265904.406250 Penalty: 3846.860596
	Iteration 44Q: 3 clusters Score -265904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -265905.312500 Penalty: 3846.860596
	Iteration 45Q: 3 clusters Score -265905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -265907.062500 Penalty: 3846.860596
	Iteration 46Q: 3 clusters Score -265907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -265907.062500 Penalty: 3846.860596
	Iteration 47F: 3 clusters Score -265907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (140178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Entering Unmasked Estep 
Score: -16167350.000000 Penalty: 2938.965576
	Iteration 0F: 2 clusters Score -1.616735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -16073512.000000 Penalty: 5877.931152
	Iteration 0F: 3 clusters Score -1.607351e+07 nChanged 66999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -16111746.000000 Penalty: 5877.931152
	Iteration 1F: 3 clusters Score -1.611175e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -16112769.000000 Penalty: 5877.931152
	Iteration 2Q: 3 clusters Score -1.611277e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -16114124.000000 Penalty: 5877.931152
	Iteration 3Q: 3 clusters Score -1.611412e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -16115620.000000 Penalty: 5877.931152
	Iteration 4Q: 3 clusters Score -1.611562e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -16117775.000000 Penalty: 5877.931152
	Iteration 5Q: 3 clusters Score -1.611778e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -16120750.000000 Penalty: 5877.931152
	Iteration 6Q: 3 clusters Score -1.612075e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -16124795.000000 Penalty: 5877.931152
	Iteration 7F: 3 clusters Score -1.61248e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -16129711.000000 Penalty: 5877.931152
	Iteration 8F: 3 clusters Score -1.612971e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -16135713.000000 Penalty: 5877.931152
	Iteration 9F: 3 clusters Score -1.613571e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 111346 members 
Entering Unmasked Estep 
Score: -16142704.000000 Penalty: 5877.931152
	Iteration 10F: 3 clusters Score -1.61427e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 120517 members 
Entering Unmasked Estep 
Score: -16150049.000000 Penalty: 5877.931152
	Iteration 11F: 3 clusters Score -1.615005e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 128255 members 
Entering Unmasked Estep 
Score: -16156038.000000 Penalty: 5877.931152
	Iteration 12F: 3 clusters Score -1.615604e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -16160212.000000 Penalty: 5877.931152
	Iteration 13Q: 3 clusters Score -1.616021e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 136550 members 
Entering Unmasked Estep 
Score: -16162405.000000 Penalty: 5877.931152
	Iteration 14Q: 3 clusters Score -1.61624e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
Score: -16163587.000000 Penalty: 5877.931152
	Iteration 15Q: 3 clusters Score -1.616359e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 138768 members 
Entering Unmasked Estep 
Score: -16164162.000000 Penalty: 5877.931152
	Iteration 16Q: 3 clusters Score -1.616416e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -16164361.000000 Penalty: 5877.931152
	Iteration 17Q: 3 clusters Score -1.616436e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -16164476.000000 Penalty: 5877.931152
	Iteration 18Q: 3 clusters Score -1.616448e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 139399 members 
Entering Unmasked Estep 
Score: -16164554.000000 Penalty: 5877.931152
	Iteration 19Q: 3 clusters Score -1.616455e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -16164629.000000 Penalty: 5877.931152
	Iteration 20F: 3 clusters Score -1.616463e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 139506 members 
Entering Unmasked Estep 
Score: -16164688.000000 Penalty: 5877.931152
	Iteration 21Q: 3 clusters Score -1.616469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 139531 members 
Entering Unmasked Estep 
Score: -16164707.000000 Penalty: 5877.931152
	Iteration 22Q: 3 clusters Score -1.616471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 139553 members 
Entering Unmasked Estep 
Score: -16164713.000000 Penalty: 5877.931152
	Iteration 23Q: 3 clusters Score -1.616471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -16164729.000000 Penalty: 5877.931152
	Iteration 24Q: 3 clusters Score -1.616473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 139584 members 
Entering Unmasked Estep 
Score: -16164755.000000 Penalty: 5877.931152
	Iteration 25Q: 3 clusters Score -1.616476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 139593 members 
Entering Unmasked Estep 
Score: -16164766.000000 Penalty: 5877.931152
	Iteration 26Q: 3 clusters Score -1.616477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -16164766.000000 Penalty: 5877.931152
	Iteration 27Q: 3 clusters Score -1.616477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -16164776.000000 Penalty: 5877.931152
	Iteration 28Q: 3 clusters Score -1.616478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -16164789.000000 Penalty: 5877.931152
	Iteration 29Q: 3 clusters Score -1.616479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 139631 members 
Entering Unmasked Estep 
Score: -16164796.000000 Penalty: 5877.931152
	Iteration 30Q: 3 clusters Score -1.61648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -16164800.000000 Penalty: 5877.931152
	Iteration 31Q: 3 clusters Score -1.61648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -16164827.000000 Penalty: 5877.931152
	Iteration 32Q: 3 clusters Score -1.616483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 139650 members 
Entering Unmasked Estep 
Score: -16164825.000000 Penalty: 5877.931152
	Iteration 33Q: 3 clusters Score -1.616482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -16164822.000000 Penalty: 5877.931152
	Iteration 34Q: 3 clusters Score -1.616482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -16164820.000000 Penalty: 5877.931152
	Iteration 35Q: 3 clusters Score -1.616482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -16164829.000000 Penalty: 5877.931152
	Iteration 36Q: 3 clusters Score -1.616483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 139662 members 
Entering Unmasked Estep 
Score: -16164843.000000 Penalty: 5877.931152
	Iteration 37Q: 3 clusters Score -1.616484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -16164852.000000 Penalty: 5877.931152
	Iteration 38Q: 3 clusters Score -1.616485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 139671 members 
Entering Unmasked Estep 
Score: -16164860.000000 Penalty: 5877.931152
	Iteration 39Q: 3 clusters Score -1.616486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -16164854.000000 Penalty: 5877.931152
	Iteration 40F: 3 clusters Score -1.616485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -16164851.000000 Penalty: 5877.931152
	Iteration 41Q: 3 clusters Score -1.616485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -16164851.000000 Penalty: 5877.931152
	Iteration 42F: 3 clusters Score -1.616485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -247294.078125 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -247294.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -244348.015625 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -244348 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -245109.921875 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -245109.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -245408.203125 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -245408.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -245666.921875 Penalty: 3896.926514
	Iteration 3F: 3 clusters Score -245666.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -245926.312500 Penalty: 3896.926514
	Iteration 4F: 3 clusters Score -245926.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -246114.500000 Penalty: 3896.926514
	Iteration 5F: 3 clusters Score -246114.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -246241.078125 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -246241.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -246363.640625 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -246363.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -246482.078125 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -246482.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -246580.312500 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -246580.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -246665.703125 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -246665.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -246712.921875 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -246712.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -246740.953125 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -246741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -246766.046875 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -246766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -246787.031250 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -246787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -246810.203125 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -246810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -246817.781250 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -246817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -246819.062500 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -246819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -246824.218750 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -246824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -246828.937500 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -246828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -246829.703125 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -246829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -246830.234375 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -246830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -246830.781250 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -246830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -246830.781250 Penalty: 3896.926514
	Iteration 23F: 3 clusters Score -246830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Entering Unmasked Estep 
Score: -2568381.000000 Penalty: 2511.969238
	Iteration 0F: 2 clusters Score -2568381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2551119.750000 Penalty: 5023.938477
	Iteration 0F: 3 clusters Score -2551120 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2557280.000000 Penalty: 5023.938477
	Iteration 1F: 3 clusters Score -2557280 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2557964.750000 Penalty: 5023.938477
	Iteration 2F: 3 clusters Score -2557965 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2558611.750000 Penalty: 5023.938477
	Iteration 3F: 3 clusters Score -2558612 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2559256.000000 Penalty: 5023.938477
	Iteration 4F: 3 clusters Score -2559256 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2559943.000000 Penalty: 5023.938477
	Iteration 5F: 3 clusters Score -2559943 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2560664.250000 Penalty: 5023.938477
	Iteration 6F: 3 clusters Score -2560664 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2561299.750000 Penalty: 5023.938477
	Iteration 7Q: 3 clusters Score -2561300 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2561954.750000 Penalty: 5023.938477
	Iteration 8Q: 3 clusters Score -2561955 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2562577.500000 Penalty: 5023.938477
	Iteration 9Q: 3 clusters Score -2562578 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2563161.500000 Penalty: 5023.938477
	Iteration 10Q: 3 clusters Score -2563162 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2563711.250000 Penalty: 5023.938477
	Iteration 11Q: 3 clusters Score -2563711 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2564262.000000 Penalty: 5023.938477
	Iteration 12Q: 3 clusters Score -2564262 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2564724.750000 Penalty: 5023.938477
	Iteration 13Q: 3 clusters Score -2564725 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2565121.000000 Penalty: 5023.938477
	Iteration 14Q: 3 clusters Score -2565121 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2565440.750000 Penalty: 5023.938477
	Iteration 15Q: 3 clusters Score -2565441 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2565722.000000 Penalty: 5023.938477
	Iteration 16Q: 3 clusters Score -2565722 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2565963.250000 Penalty: 5023.938477
	Iteration 17Q: 3 clusters Score -2565963 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2566152.250000 Penalty: 5023.938477
	Iteration 18Q: 3 clusters Score -2566152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2566308.250000 Penalty: 5023.938477
	Iteration 19Q: 3 clusters Score -2566308 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2566412.000000 Penalty: 5023.938477
	Iteration 20F: 3 clusters Score -2566412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2566477.750000 Penalty: 5023.938477
	Iteration 21Q: 3 clusters Score -2566478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2566528.000000 Penalty: 5023.938477
	Iteration 22Q: 3 clusters Score -2566528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2566559.500000 Penalty: 5023.938477
	Iteration 23Q: 3 clusters Score -2566560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2566574.500000 Penalty: 5023.938477
	Iteration 24Q: 3 clusters Score -2566574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2566594.000000 Penalty: 5023.938477
	Iteration 25Q: 3 clusters Score -2566594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2566607.500000 Penalty: 5023.938477
	Iteration 26Q: 3 clusters Score -2566608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2566626.750000 Penalty: 5023.938477
	Iteration 27Q: 3 clusters Score -2566627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2566636.250000 Penalty: 5023.938477
	Iteration 28Q: 3 clusters Score -2566636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2566641.250000 Penalty: 5023.938477
	Iteration 29Q: 3 clusters Score -2566641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2566644.000000 Penalty: 5023.938477
	Iteration 30Q: 3 clusters Score -2566644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2566647.500000 Penalty: 5023.938477
	Iteration 31Q: 3 clusters Score -2566648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2566653.750000 Penalty: 5023.938477
	Iteration 32Q: 3 clusters Score -2566654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2566658.500000 Penalty: 5023.938477
	Iteration 33Q: 3 clusters Score -2566658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2566661.750000 Penalty: 5023.938477
	Iteration 34Q: 3 clusters Score -2566662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2566669.500000 Penalty: 5023.938477
	Iteration 35Q: 3 clusters Score -2566670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2566672.250000 Penalty: 5023.938477
	Iteration 36Q: 3 clusters Score -2566672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2566679.750000 Penalty: 5023.938477
	Iteration 37Q: 3 clusters Score -2566680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2566682.000000 Penalty: 5023.938477
	Iteration 38Q: 3 clusters Score -2566682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2566688.000000 Penalty: 5023.938477
	Iteration 39Q: 3 clusters Score -2566688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2566689.750000 Penalty: 5023.938477
	Iteration 40F: 3 clusters Score -2566690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2566691.500000 Penalty: 5023.938477
	Iteration 41Q: 3 clusters Score -2566692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2566692.250000 Penalty: 5023.938477
	Iteration 42Q: 3 clusters Score -2566692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2566691.250000 Penalty: 5023.938477
	Iteration 43Q: 3 clusters Score -2566691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2566692.750000 Penalty: 5023.938477
	Iteration 44Q: 3 clusters Score -2566693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2566694.250000 Penalty: 5023.938477
	Iteration 45Q: 3 clusters Score -2566694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2566696.250000 Penalty: 5023.938477
	Iteration 46Q: 3 clusters Score -2566696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2566696.250000 Penalty: 5023.938477
	Iteration 47F: 3 clusters Score -2566696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -870442.625000 Penalty: 2207.977539
	Iteration 0F: 2 clusters Score -870442.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -864468.625000 Penalty: 4415.955078
	Iteration 0F: 3 clusters Score -864468.6 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -865975.062500 Penalty: 4415.955078
	Iteration 1F: 3 clusters Score -865975.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -866218.062500 Penalty: 4415.955078
	Iteration 2F: 3 clusters Score -866218.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -866373.625000 Penalty: 4415.955078
	Iteration 3F: 3 clusters Score -866373.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -866492.312500 Penalty: 4415.955078
	Iteration 4Q: 3 clusters Score -866492.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -866578.937500 Penalty: 4415.955078
	Iteration 5Q: 3 clusters Score -866578.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -866649.000000 Penalty: 4415.955078
	Iteration 6Q: 3 clusters Score -866649 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -866713.250000 Penalty: 4415.955078
	Iteration 7Q: 3 clusters Score -866713.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -866771.562500 Penalty: 4415.955078
	Iteration 8Q: 3 clusters Score -866771.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -866816.812500 Penalty: 4415.955078
	Iteration 9Q: 3 clusters Score -866816.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -866865.625000 Penalty: 4415.955078
	Iteration 10Q: 3 clusters Score -866865.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -866930.750000 Penalty: 4415.955078
	Iteration 11Q: 3 clusters Score -866930.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -867007.375000 Penalty: 4415.955078
	Iteration 12Q: 3 clusters Score -867007.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -867087.687500 Penalty: 4415.955078
	Iteration 13Q: 3 clusters Score -867087.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -867190.500000 Penalty: 4415.955078
	Iteration 14Q: 3 clusters Score -867190.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -867324.000000 Penalty: 4415.955078
	Iteration 15Q: 3 clusters Score -867324 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -867478.500000 Penalty: 4415.955078
	Iteration 16Q: 3 clusters Score -867478.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -867635.812500 Penalty: 4415.955078
	Iteration 17Q: 3 clusters Score -867635.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -867783.937500 Penalty: 4415.955078
	Iteration 18Q: 3 clusters Score -867783.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -867902.687500 Penalty: 4415.955078
	Iteration 19Q: 3 clusters Score -867902.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -868021.000000 Penalty: 4415.955078
	Iteration 20F: 3 clusters Score -868021 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -868122.500000 Penalty: 4415.955078
	Iteration 21Q: 3 clusters Score -868122.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -868204.937500 Penalty: 4415.955078
	Iteration 22Q: 3 clusters Score -868204.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -868262.812500 Penalty: 4415.955078
	Iteration 23Q: 3 clusters Score -868262.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -868306.687500 Penalty: 4415.955078
	Iteration 24Q: 3 clusters Score -868306.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -868346.250000 Penalty: 4415.955078
	Iteration 25Q: 3 clusters Score -868346.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -868363.812500 Penalty: 4415.955078
	Iteration 26Q: 3 clusters Score -868363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -868380.750000 Penalty: 4415.955078
	Iteration 27Q: 3 clusters Score -868380.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -868396.250000 Penalty: 4415.955078
	Iteration 28Q: 3 clusters Score -868396.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -868413.250000 Penalty: 4415.955078
	Iteration 29Q: 3 clusters Score -868413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -868426.375000 Penalty: 4415.955078
	Iteration 30Q: 3 clusters Score -868426.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -868439.062500 Penalty: 4415.955078
	Iteration 31Q: 3 clusters Score -868439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -868450.125000 Penalty: 4415.955078
	Iteration 32Q: 3 clusters Score -868450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -868458.375000 Penalty: 4415.955078
	Iteration 33Q: 3 clusters Score -868458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -868465.062500 Penalty: 4415.955078
	Iteration 34Q: 3 clusters Score -868465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -868472.625000 Penalty: 4415.955078
	Iteration 35Q: 3 clusters Score -868472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -868474.562500 Penalty: 4415.955078
	Iteration 36Q: 3 clusters Score -868474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -868476.062500 Penalty: 4415.955078
	Iteration 37Q: 3 clusters Score -868476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -868482.000000 Penalty: 4415.955078
	Iteration 38Q: 3 clusters Score -868482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -868483.187500 Penalty: 4415.955078
	Iteration 39Q: 3 clusters Score -868483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -868485.500000 Penalty: 4415.955078
	Iteration 40F: 3 clusters Score -868485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -868487.625000 Penalty: 4415.955078
	Iteration 41Q: 3 clusters Score -868487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -868487.875000 Penalty: 4415.955078
	Iteration 42Q: 3 clusters Score -868487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -868490.250000 Penalty: 4415.955078
	Iteration 43Q: 3 clusters Score -868490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -868490.812500 Penalty: 4415.955078
	Iteration 44Q: 3 clusters Score -868490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -868490.812500 Penalty: 4415.955078
	Iteration 45F: 3 clusters Score -868490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Entering Unmasked Estep 
Score: -1225753.250000 Penalty: 2312.181396
	Iteration 0F: 2 clusters Score -1225753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1217282.125000 Penalty: 4624.362793
	Iteration 0F: 3 clusters Score -1217282 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1220148.625000 Penalty: 4624.362793
	Iteration 1F: 3 clusters Score -1220149 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1220808.500000 Penalty: 4624.362793
	Iteration 2F: 3 clusters Score -1220808 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1221364.875000 Penalty: 4624.362793
	Iteration 3F: 3 clusters Score -1221365 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1221875.000000 Penalty: 4624.362793
	Iteration 4F: 3 clusters Score -1221875 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1222305.375000 Penalty: 4624.362793
	Iteration 5F: 3 clusters Score -1222305 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1222689.000000 Penalty: 4624.362793
	Iteration 6F: 3 clusters Score -1222689 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1223026.750000 Penalty: 4624.362793
	Iteration 7Q: 3 clusters Score -1223027 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1223271.375000 Penalty: 4624.362793
	Iteration 8Q: 3 clusters Score -1223271 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1223471.750000 Penalty: 4624.362793
	Iteration 9Q: 3 clusters Score -1223472 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1223619.875000 Penalty: 4624.362793
	Iteration 10Q: 3 clusters Score -1223620 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1223730.000000 Penalty: 4624.362793
	Iteration 11Q: 3 clusters Score -1223730 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1223807.000000 Penalty: 4624.362793
	Iteration 12Q: 3 clusters Score -1223807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1223869.000000 Penalty: 4624.362793
	Iteration 13Q: 3 clusters Score -1223869 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1223915.625000 Penalty: 4624.362793
	Iteration 14Q: 3 clusters Score -1223916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1223953.875000 Penalty: 4624.362793
	Iteration 15Q: 3 clusters Score -1223954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1223982.125000 Penalty: 4624.362793
	Iteration 16Q: 3 clusters Score -1223982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1224011.750000 Penalty: 4624.362793
	Iteration 17Q: 3 clusters Score -1224012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1224040.750000 Penalty: 4624.362793
	Iteration 18Q: 3 clusters Score -1224041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1224064.000000 Penalty: 4624.362793
	Iteration 19Q: 3 clusters Score -1224064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1224083.750000 Penalty: 4624.362793
	Iteration 20F: 3 clusters Score -1224084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1224108.625000 Penalty: 4624.362793
	Iteration 21Q: 3 clusters Score -1224109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1224122.375000 Penalty: 4624.362793
	Iteration 22Q: 3 clusters Score -1224122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1224137.250000 Penalty: 4624.362793
	Iteration 23Q: 3 clusters Score -1224137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1224151.875000 Penalty: 4624.362793
	Iteration 24Q: 3 clusters Score -1224152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1224168.875000 Penalty: 4624.362793
	Iteration 25Q: 3 clusters Score -1224169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1224177.875000 Penalty: 4624.362793
	Iteration 26Q: 3 clusters Score -1224178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1224181.750000 Penalty: 4624.362793
	Iteration 27Q: 3 clusters Score -1224182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1224188.250000 Penalty: 4624.362793
	Iteration 28Q: 3 clusters Score -1224188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1224199.250000 Penalty: 4624.362793
	Iteration 29Q: 3 clusters Score -1224199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1224209.125000 Penalty: 4624.362793
	Iteration 30Q: 3 clusters Score -1224209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1224219.000000 Penalty: 4624.362793
	Iteration 31Q: 3 clusters Score -1224219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1224221.875000 Penalty: 4624.362793
	Iteration 32Q: 3 clusters Score -1224222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1224229.375000 Penalty: 4624.362793
	Iteration 33Q: 3 clusters Score -1224229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1224231.000000 Penalty: 4624.362793
	Iteration 34Q: 3 clusters Score -1224231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1224232.000000 Penalty: 4624.362793
	Iteration 35Q: 3 clusters Score -1224232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1224235.000000 Penalty: 4624.362793
	Iteration 36Q: 3 clusters Score -1224235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1224238.250000 Penalty: 4624.362793
	Iteration 37Q: 3 clusters Score -1224238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1224239.500000 Penalty: 4624.362793
	Iteration 38Q: 3 clusters Score -1224240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1224243.000000 Penalty: 4624.362793
	Iteration 39Q: 3 clusters Score -1224243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1224246.375000 Penalty: 4624.362793
	Iteration 40F: 3 clusters Score -1224246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1224250.875000 Penalty: 4624.362793
	Iteration 41Q: 3 clusters Score -1224251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1224251.125000 Penalty: 4624.362793
	Iteration 42Q: 3 clusters Score -1224251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1224257.000000 Penalty: 4624.362793
	Iteration 43Q: 3 clusters Score -1224257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1224258.000000 Penalty: 4624.362793
	Iteration 44Q: 3 clusters Score -1224258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1224258.500000 Penalty: 4624.362793
	Iteration 45Q: 3 clusters Score -1224258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1224260.000000 Penalty: 4624.362793
	Iteration 46Q: 3 clusters Score -1224260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1224259.750000 Penalty: 4624.362793
	Iteration 47Q: 3 clusters Score -1224260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1224259.500000 Penalty: 4624.362793
	Iteration 48Q: 3 clusters Score -1224260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1224260.750000 Penalty: 4624.362793
	Iteration 49Q: 3 clusters Score -1224261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1224260.625000 Penalty: 4624.362793
	Iteration 50Q: 3 clusters Score -1224261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1224262.250000 Penalty: 4624.362793
	Iteration 51Q: 3 clusters Score -1224262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1224263.375000 Penalty: 4624.362793
	Iteration 52Q: 3 clusters Score -1224263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1224263.625000 Penalty: 4624.362793
	Iteration 53Q: 3 clusters Score -1224264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1224266.375000 Penalty: 4624.362793
	Iteration 54Q: 3 clusters Score -1224266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1224265.500000 Penalty: 4624.362793
	Iteration 55Q: 3 clusters Score -1224266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1224264.500000 Penalty: 4624.362793
	Iteration 56Q: 3 clusters Score -1224264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1224264.375000 Penalty: 4624.362793
	Iteration 57Q: 3 clusters Score -1224264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1224264.375000 Penalty: 4624.362793
	Iteration 58F: 3 clusters Score -1224264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Entering Unmasked Estep 
Score: -1177082.375000 Penalty: 2316.811768
	Iteration 0F: 2 clusters Score -1177082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1168524.875000 Penalty: 4633.623535
	Iteration 0F: 3 clusters Score -1168525 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1171287.750000 Penalty: 4633.623535
	Iteration 1F: 3 clusters Score -1171288 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1171989.875000 Penalty: 4633.623535
	Iteration 2F: 3 clusters Score -1171990 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1172868.250000 Penalty: 4633.623535
	Iteration 3F: 3 clusters Score -1172868 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1173947.375000 Penalty: 4633.623535
	Iteration 4F: 3 clusters Score -1173947 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1174937.875000 Penalty: 4633.623535
	Iteration 5F: 3 clusters Score -1174938 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1175620.125000 Penalty: 4633.623535
	Iteration 6F: 3 clusters Score -1175620 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1175993.000000 Penalty: 4633.623535
	Iteration 7F: 3 clusters Score -1175993 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1176192.125000 Penalty: 4633.623535
	Iteration 8Q: 3 clusters Score -1176192 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1176317.750000 Penalty: 4633.623535
	Iteration 9Q: 3 clusters Score -1176318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1176382.250000 Penalty: 4633.623535
	Iteration 10Q: 3 clusters Score -1176382 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1176423.500000 Penalty: 4633.623535
	Iteration 11Q: 3 clusters Score -1176424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1176445.250000 Penalty: 4633.623535
	Iteration 12Q: 3 clusters Score -1176445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1176461.750000 Penalty: 4633.623535
	Iteration 13Q: 3 clusters Score -1176462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1176468.125000 Penalty: 4633.623535
	Iteration 14Q: 3 clusters Score -1176468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1176474.625000 Penalty: 4633.623535
	Iteration 15Q: 3 clusters Score -1176475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1176477.000000 Penalty: 4633.623535
	Iteration 16Q: 3 clusters Score -1176477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1176480.625000 Penalty: 4633.623535
	Iteration 17Q: 3 clusters Score -1176481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1176482.625000 Penalty: 4633.623535
	Iteration 18Q: 3 clusters Score -1176483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1176484.375000 Penalty: 4633.623535
	Iteration 19Q: 3 clusters Score -1176484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1176489.375000 Penalty: 4633.623535
	Iteration 20F: 3 clusters Score -1176489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1176491.750000 Penalty: 4633.623535
	Iteration 21Q: 3 clusters Score -1176492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1176493.875000 Penalty: 4633.623535
	Iteration 22Q: 3 clusters Score -1176494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1176496.250000 Penalty: 4633.623535
	Iteration 23Q: 3 clusters Score -1176496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1176497.500000 Penalty: 4633.623535
	Iteration 24Q: 3 clusters Score -1176498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1176497.750000 Penalty: 4633.623535
	Iteration 25Q: 3 clusters Score -1176498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1176499.500000 Penalty: 4633.623535
	Iteration 26Q: 3 clusters Score -1176500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1176500.375000 Penalty: 4633.623535
	Iteration 27Q: 3 clusters Score -1176500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1176497.375000 Penalty: 4633.623535
	Iteration 28Q: 3 clusters Score -1176497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1176499.500000 Penalty: 4633.623535
	Iteration 29Q: 3 clusters Score -1176500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1176499.875000 Penalty: 4633.623535
	Iteration 30Q: 3 clusters Score -1176500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1176499.875000 Penalty: 4633.623535
	Iteration 31F: 3 clusters Score -1176500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -1207961.250000 Penalty: 2305.832275
	Iteration 0F: 2 clusters Score -1207961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1199828.750000 Penalty: 4611.664551
	Iteration 0F: 3 clusters Score -1199829 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1202874.500000 Penalty: 4611.664551
	Iteration 1F: 3 clusters Score -1202874 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1204019.250000 Penalty: 4611.664551
	Iteration 2F: 3 clusters Score -1204019 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1205070.375000 Penalty: 4611.664551
	Iteration 3F: 3 clusters Score -1205070 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1205785.250000 Penalty: 4611.664551
	Iteration 4F: 3 clusters Score -1205785 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1206199.125000 Penalty: 4611.664551
	Iteration 5F: 3 clusters Score -1206199 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1206423.000000 Penalty: 4611.664551
	Iteration 6Q: 3 clusters Score -1206423 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1206535.125000 Penalty: 4611.664551
	Iteration 7Q: 3 clusters Score -1206535 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1206589.125000 Penalty: 4611.664551
	Iteration 8Q: 3 clusters Score -1206589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1206625.500000 Penalty: 4611.664551
	Iteration 9Q: 3 clusters Score -1206626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1206645.250000 Penalty: 4611.664551
	Iteration 10Q: 3 clusters Score -1206645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1206658.375000 Penalty: 4611.664551
	Iteration 11Q: 3 clusters Score -1206658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1206662.250000 Penalty: 4611.664551
	Iteration 12Q: 3 clusters Score -1206662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1206666.750000 Penalty: 4611.664551
	Iteration 13Q: 3 clusters Score -1206667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1206670.625000 Penalty: 4611.664551
	Iteration 14Q: 3 clusters Score -1206671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1206672.250000 Penalty: 4611.664551
	Iteration 15Q: 3 clusters Score -1206672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1206674.000000 Penalty: 4611.664551
	Iteration 16Q: 3 clusters Score -1206674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1206674.375000 Penalty: 4611.664551
	Iteration 17Q: 3 clusters Score -1206674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1206678.375000 Penalty: 4611.664551
	Iteration 18Q: 3 clusters Score -1206678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1206679.000000 Penalty: 4611.664551
	Iteration 19Q: 3 clusters Score -1206679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1206681.750000 Penalty: 4611.664551
	Iteration 20F: 3 clusters Score -1206682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1206681.000000 Penalty: 4611.664551
	Iteration 21Q: 3 clusters Score -1206681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1206684.500000 Penalty: 4611.664551
	Iteration 22Q: 3 clusters Score -1206684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1206682.500000 Penalty: 4611.664551
	Iteration 23Q: 3 clusters Score -1206682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1206681.875000 Penalty: 4611.664551
	Iteration 24Q: 3 clusters Score -1206682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1206682.125000 Penalty: 4611.664551
	Iteration 25Q: 3 clusters Score -1206682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1206684.250000 Penalty: 4611.664551
	Iteration 26Q: 3 clusters Score -1206684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1206683.875000 Penalty: 4611.664551
	Iteration 27Q: 3 clusters Score -1206684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1206684.750000 Penalty: 4611.664551
	Iteration 28Q: 3 clusters Score -1206685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1206685.875000 Penalty: 4611.664551
	Iteration 29Q: 3 clusters Score -1206686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1206687.125000 Penalty: 4611.664551
	Iteration 30Q: 3 clusters Score -1206687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1206683.375000 Penalty: 4611.664551
	Iteration 31Q: 3 clusters Score -1206683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1206684.375000 Penalty: 4611.664551
	Iteration 32Q: 3 clusters Score -1206684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1206688.250000 Penalty: 4611.664551
	Iteration 33Q: 3 clusters Score -1206688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1206690.375000 Penalty: 4611.664551
	Iteration 34Q: 3 clusters Score -1206690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1206690.750000 Penalty: 4611.664551
	Iteration 35Q: 3 clusters Score -1206691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1206690.000000 Penalty: 4611.664551
	Iteration 36Q: 3 clusters Score -1206690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1206690.125000 Penalty: 4611.664551
	Iteration 37Q: 3 clusters Score -1206690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1206690.125000 Penalty: 4611.664551
	Iteration 38F: 3 clusters Score -1206690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -177459.812500 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -177459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175042.125000 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -175042.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175495.796875 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -175495.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175657.062500 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -175657.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175737.328125 Penalty: 3676.131836
	Iteration 3Q: 3 clusters Score -175737.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -175798.328125 Penalty: 3676.131836
	Iteration 4Q: 3 clusters Score -175798.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175840.406250 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -175840.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175877.625000 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -175877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175907.546875 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -175907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175923.343750 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -175923.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175939.062500 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -175939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175954.265625 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -175954.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -175967.656250 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -175967.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175980.984375 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -175981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -175989.031250 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -175989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -175992.453125 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -175992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175995.750000 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -175995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175998.281250 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -175998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -176001.921875 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -176001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176004.953125 Penalty: 3676.131836
	Iteration 18Q: 3 clusters Score -176005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -176009.000000 Penalty: 3676.131836
	Iteration 19Q: 3 clusters Score -176009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -176011.390625 Penalty: 3676.131836
	Iteration 20F: 3 clusters Score -176011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176012.328125 Penalty: 3676.131836
	Iteration 21Q: 3 clusters Score -176012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176012.328125 Penalty: 3676.131836
	Iteration 22F: 3 clusters Score -176012.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -220329.937500 Penalty: 1924.912720
	Iteration 0F: 2 clusters Score -220329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -217531.234375 Penalty: 3849.825439
	Iteration 0F: 3 clusters Score -217531.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218504.265625 Penalty: 3849.825439
	Iteration 1F: 3 clusters Score -218504.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219015.343750 Penalty: 3849.825439
	Iteration 2F: 3 clusters Score -219015.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -219374.921875 Penalty: 3849.825439
	Iteration 3F: 3 clusters Score -219374.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -219601.781250 Penalty: 3849.825439
	Iteration 4F: 3 clusters Score -219601.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219739.187500 Penalty: 3849.825439
	Iteration 5Q: 3 clusters Score -219739.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -219831.734375 Penalty: 3849.825439
	Iteration 6Q: 3 clusters Score -219831.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -219884.906250 Penalty: 3849.825439
	Iteration 7Q: 3 clusters Score -219884.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -219914.968750 Penalty: 3849.825439
	Iteration 8Q: 3 clusters Score -219915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -219930.140625 Penalty: 3849.825439
	Iteration 9Q: 3 clusters Score -219930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -219939.437500 Penalty: 3849.825439
	Iteration 10Q: 3 clusters Score -219939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -219947.000000 Penalty: 3849.825439
	Iteration 11Q: 3 clusters Score -219947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219953.265625 Penalty: 3849.825439
	Iteration 12Q: 3 clusters Score -219953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -219959.031250 Penalty: 3849.825439
	Iteration 13Q: 3 clusters Score -219959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -219965.234375 Penalty: 3849.825439
	Iteration 14Q: 3 clusters Score -219965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -219968.328125 Penalty: 3849.825439
	Iteration 15Q: 3 clusters Score -219968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -219972.187500 Penalty: 3849.825439
	Iteration 16Q: 3 clusters Score -219972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -219981.046875 Penalty: 3849.825439
	Iteration 17Q: 3 clusters Score -219981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -219994.359375 Penalty: 3849.825439
	Iteration 18Q: 3 clusters Score -219994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -220011.312500 Penalty: 3849.825439
	Iteration 19Q: 3 clusters Score -220011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -220030.500000 Penalty: 3849.825439
	Iteration 20F: 3 clusters Score -220030.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -220047.234375 Penalty: 3849.825439
	Iteration 21Q: 3 clusters Score -220047.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220061.500000 Penalty: 3849.825439
	Iteration 22Q: 3 clusters Score -220061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -220072.609375 Penalty: 3849.825439
	Iteration 23Q: 3 clusters Score -220072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220077.609375 Penalty: 3849.825439
	Iteration 24Q: 3 clusters Score -220077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -220081.296875 Penalty: 3849.825439
	Iteration 25Q: 3 clusters Score -220081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220083.953125 Penalty: 3849.825439
	Iteration 26Q: 3 clusters Score -220084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -220089.937500 Penalty: 3849.825439
	Iteration 27Q: 3 clusters Score -220089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -220093.796875 Penalty: 3849.825439
	Iteration 28Q: 3 clusters Score -220093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220095.906250 Penalty: 3849.825439
	Iteration 29Q: 3 clusters Score -220095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220096.000000 Penalty: 3849.825439
	Iteration 30Q: 3 clusters Score -220096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -220097.218750 Penalty: 3849.825439
	Iteration 31Q: 3 clusters Score -220097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -220097.218750 Penalty: 3849.825439
	Iteration 32F: 3 clusters Score -220097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -808935.687500 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -808935.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -803124.000000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -803124 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -804608.750000 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -804608.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -804864.125000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -804864.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -805036.000000 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -805036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -805171.812500 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -805171.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -805295.062500 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -805295.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -805396.062500 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -805396.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -805485.562500 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -805485.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -805567.937500 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -805567.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -805647.875000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -805647.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -805742.562500 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -805742.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -805832.125000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -805832.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -805930.000000 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -805930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -806031.437500 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -806031.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -806133.687500 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -806133.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -806237.812500 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -806237.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -806351.750000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -806351.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -806444.875000 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -806444.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -806530.562500 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -806530.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -806605.750000 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -806605.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -806673.000000 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -806673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -806729.562500 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -806729.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -806785.187500 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -806785.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -806833.312500 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -806833.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -806871.500000 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -806871.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -806898.937500 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -806898.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -806917.312500 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -806917.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -806935.375000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -806935.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -806946.437500 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -806946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -806957.187500 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -806957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -806964.937500 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -806964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -806969.937500 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -806969.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -806976.437500 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -806976.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -806988.875000 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -806988.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -806998.562500 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -806998.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -807006.687500 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -807006.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -807013.937500 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -807013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -807022.000000 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -807022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -807029.062500 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -807029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -807034.250000 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -807034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -807037.875000 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -807037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -807039.250000 Penalty: 4394.455566
	Iteration 41Q: 3 clusters Score -807039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -807039.125000 Penalty: 4394.455566
	Iteration 42Q: 3 clusters Score -807039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -807044.125000 Penalty: 4394.455566
	Iteration 43Q: 3 clusters Score -807044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -807045.375000 Penalty: 4394.455566
	Iteration 44Q: 3 clusters Score -807045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -807044.625000 Penalty: 4394.455566
	Iteration 45Q: 3 clusters Score -807044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -807048.250000 Penalty: 4394.455566
	Iteration 46Q: 3 clusters Score -807048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -807048.937500 Penalty: 4394.455566
	Iteration 47Q: 3 clusters Score -807048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -807051.375000 Penalty: 4394.455566
	Iteration 48Q: 3 clusters Score -807051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -807051.375000 Penalty: 4394.455566
	Iteration 49F: 3 clusters Score -807051.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (169322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Entering Unmasked Estep 
Score: -17982722.000000 Penalty: 2985.810303
	Iteration 0F: 2 clusters Score -1.798272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -17869034.000000 Penalty: 5971.620605
	Iteration 0F: 3 clusters Score -1.786903e+07 nChanged 81048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -17917006.000000 Penalty: 5971.620605
	Iteration 1F: 3 clusters Score -1.791701e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -17919172.000000 Penalty: 5971.620605
	Iteration 2Q: 3 clusters Score -1.791917e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -17922420.000000 Penalty: 5971.620605
	Iteration 3Q: 3 clusters Score -1.792242e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 107286 members 
Entering Unmasked Estep 
Score: -17927638.000000 Penalty: 5971.620605
	Iteration 4F: 3 clusters Score -1.792764e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -17935780.000000 Penalty: 5971.620605
	Iteration 5F: 3 clusters Score -1.793578e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -17946984.000000 Penalty: 5971.620605
	Iteration 6F: 3 clusters Score -1.794698e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -17959038.000000 Penalty: 5971.620605
	Iteration 7F: 3 clusters Score -1.795904e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -17968794.000000 Penalty: 5971.620605
	Iteration 8F: 3 clusters Score -1.796879e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -17974956.000000 Penalty: 5971.620605
	Iteration 9Q: 3 clusters Score -1.797496e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -17977842.000000 Penalty: 5971.620605
	Iteration 10Q: 3 clusters Score -1.797784e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 166953 members 
Entering Unmasked Estep 
Score: -17979064.000000 Penalty: 5971.620605
	Iteration 11Q: 3 clusters Score -1.797906e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -17979622.000000 Penalty: 5971.620605
	Iteration 12Q: 3 clusters Score -1.797962e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 168037 members 
Entering Unmasked Estep 
Score: -17979920.000000 Penalty: 5971.620605
	Iteration 13Q: 3 clusters Score -1.797992e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -17980066.000000 Penalty: 5971.620605
	Iteration 14Q: 3 clusters Score -1.798007e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -17980150.000000 Penalty: 5971.620605
	Iteration 15Q: 3 clusters Score -1.798015e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -17980222.000000 Penalty: 5971.620605
	Iteration 16Q: 3 clusters Score -1.798022e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -17980270.000000 Penalty: 5971.620605
	Iteration 17Q: 3 clusters Score -1.798027e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -17980340.000000 Penalty: 5971.620605
	Iteration 18Q: 3 clusters Score -1.798034e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 168469 members 
Entering Unmasked Estep 
Score: -17980382.000000 Penalty: 5971.620605
	Iteration 19Q: 3 clusters Score -1.798038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 168486 members 
Entering Unmasked Estep 
Score: -17980406.000000 Penalty: 5971.620605
	Iteration 20F: 3 clusters Score -1.798041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -17980410.000000 Penalty: 5971.620605
	Iteration 21Q: 3 clusters Score -1.798041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -17980448.000000 Penalty: 5971.620605
	Iteration 22Q: 3 clusters Score -1.798045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -17980458.000000 Penalty: 5971.620605
	Iteration 23Q: 3 clusters Score -1.798046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 168548 members 
Entering Unmasked Estep 
Score: -17980478.000000 Penalty: 5971.620605
	Iteration 24Q: 3 clusters Score -1.798048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -17980486.000000 Penalty: 5971.620605
	Iteration 25Q: 3 clusters Score -1.798049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -17980486.000000 Penalty: 5971.620605
	Iteration 26Q: 3 clusters Score -1.798049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -17980512.000000 Penalty: 5971.620605
	Iteration 27Q: 3 clusters Score -1.798051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -17980512.000000 Penalty: 5971.620605
	Iteration 28Q: 3 clusters Score -1.798051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 168563 members 
Entering Unmasked Estep 
Score: -17980514.000000 Penalty: 5971.620605
	Iteration 29Q: 3 clusters Score -1.798051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -17980514.000000 Penalty: 5971.620605
	Iteration 30Q: 3 clusters Score -1.798051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -17980514.000000 Penalty: 5971.620605
	Iteration 31F: 3 clusters Score -1.798051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -480081.875000 Penalty: 2114.240234
	Iteration 0F: 2 clusters Score -480081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -475588.875000 Penalty: 4228.480469
	Iteration 0F: 3 clusters Score -475588.9 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -476899.718750 Penalty: 4228.480469
	Iteration 1F: 3 clusters Score -476899.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -477357.687500 Penalty: 4228.480469
	Iteration 2F: 3 clusters Score -477357.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -477753.187500 Penalty: 4228.480469
	Iteration 3F: 3 clusters Score -477753.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -478068.250000 Penalty: 4228.480469
	Iteration 4F: 3 clusters Score -478068.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -478311.500000 Penalty: 4228.480469
	Iteration 5F: 3 clusters Score -478311.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -478489.156250 Penalty: 4228.480469
	Iteration 6Q: 3 clusters Score -478489.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -478593.406250 Penalty: 4228.480469
	Iteration 7Q: 3 clusters Score -478593.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -478707.156250 Penalty: 4228.480469
	Iteration 8Q: 3 clusters Score -478707.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -478804.000000 Penalty: 4228.480469
	Iteration 9Q: 3 clusters Score -478804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478870.968750 Penalty: 4228.480469
	Iteration 10Q: 3 clusters Score -478871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -478910.718750 Penalty: 4228.480469
	Iteration 11Q: 3 clusters Score -478910.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478931.156250 Penalty: 4228.480469
	Iteration 12Q: 3 clusters Score -478931.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478943.812500 Penalty: 4228.480469
	Iteration 13Q: 3 clusters Score -478943.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -478952.500000 Penalty: 4228.480469
	Iteration 14Q: 3 clusters Score -478952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478960.062500 Penalty: 4228.480469
	Iteration 15Q: 3 clusters Score -478960.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478963.937500 Penalty: 4228.480469
	Iteration 16Q: 3 clusters Score -478963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478966.437500 Penalty: 4228.480469
	Iteration 17Q: 3 clusters Score -478966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -478969.187500 Penalty: 4228.480469
	Iteration 18Q: 3 clusters Score -478969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -478973.500000 Penalty: 4228.480469
	Iteration 19Q: 3 clusters Score -478973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -478975.250000 Penalty: 4228.480469
	Iteration 20F: 3 clusters Score -478975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -478976.156250 Penalty: 4228.480469
	Iteration 21Q: 3 clusters Score -478976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -478978.406250 Penalty: 4228.480469
	Iteration 22Q: 3 clusters Score -478978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478979.500000 Penalty: 4228.480469
	Iteration 23Q: 3 clusters Score -478979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478979.812500 Penalty: 4228.480469
	Iteration 24Q: 3 clusters Score -478979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -478981.906250 Penalty: 4228.480469
	Iteration 25Q: 3 clusters Score -478981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -478982.468750 Penalty: 4228.480469
	Iteration 26Q: 3 clusters Score -478982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -478983.437500 Penalty: 4228.480469
	Iteration 27Q: 3 clusters Score -478983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -478984.593750 Penalty: 4228.480469
	Iteration 28Q: 3 clusters Score -478984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -478985.062500 Penalty: 4228.480469
	Iteration 29Q: 3 clusters Score -478985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -478985.125000 Penalty: 4228.480469
	Iteration 30Q: 3 clusters Score -478985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -478986.281250 Penalty: 4228.480469
	Iteration 31Q: 3 clusters Score -478986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -478987.125000 Penalty: 4228.480469
	Iteration 32Q: 3 clusters Score -478987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -478988.406250 Penalty: 4228.480469
	Iteration 33Q: 3 clusters Score -478988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -478989.375000 Penalty: 4228.480469
	Iteration 34Q: 3 clusters Score -478989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -478989.875000 Penalty: 4228.480469
	Iteration 35Q: 3 clusters Score -478989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -478990.343750 Penalty: 4228.480469
	Iteration 36Q: 3 clusters Score -478990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -478990.343750 Penalty: 4228.480469
	Iteration 37F: 3 clusters Score -478990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Entering Unmasked Estep 
Score: -6964725.000000 Penalty: 2731.833984
	Iteration 0F: 2 clusters Score -6964725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -6923813.000000 Penalty: 5463.667969
	Iteration 0F: 3 clusters Score -6923813 nChanged 28425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6940477.000000 Penalty: 5463.667969
	Iteration 1F: 3 clusters Score -6940477 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6942070.000000 Penalty: 5463.667969
	Iteration 2F: 3 clusters Score -6942070 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -6944205.000000 Penalty: 5463.667969
	Iteration 3F: 3 clusters Score -6944205 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -6947137.500000 Penalty: 5463.667969
	Iteration 4F: 3 clusters Score -6947138 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -6950464.500000 Penalty: 5463.667969
	Iteration 5F: 3 clusters Score -6950464 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -6953827.500000 Penalty: 5463.667969
	Iteration 6F: 3 clusters Score -6953828 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -6957119.000000 Penalty: 5463.667969
	Iteration 7F: 3 clusters Score -6957119 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6959999.500000 Penalty: 5463.667969
	Iteration 8Q: 3 clusters Score -6960000 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -6961922.000000 Penalty: 5463.667969
	Iteration 9Q: 3 clusters Score -6961922 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -6962706.000000 Penalty: 5463.667969
	Iteration 10Q: 3 clusters Score -6962706 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -6963008.500000 Penalty: 5463.667969
	Iteration 11Q: 3 clusters Score -6963008 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6963146.500000 Penalty: 5463.667969
	Iteration 12Q: 3 clusters Score -6963146 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -6963219.000000 Penalty: 5463.667969
	Iteration 13Q: 3 clusters Score -6963219 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6963232.500000 Penalty: 5463.667969
	Iteration 14Q: 3 clusters Score -6963232 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6963254.000000 Penalty: 5463.667969
	Iteration 15Q: 3 clusters Score -6963254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -6963270.000000 Penalty: 5463.667969
	Iteration 16Q: 3 clusters Score -6963270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6963269.500000 Penalty: 5463.667969
	Iteration 17Q: 3 clusters Score -6963270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -6963271.500000 Penalty: 5463.667969
	Iteration 18Q: 3 clusters Score -6963272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -6963266.500000 Penalty: 5463.667969
	Iteration 19Q: 3 clusters Score -6963266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6963269.500000 Penalty: 5463.667969
	Iteration 20F: 3 clusters Score -6963270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6963288.000000 Penalty: 5463.667969
	Iteration 21Q: 3 clusters Score -6963288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6963298.500000 Penalty: 5463.667969
	Iteration 22Q: 3 clusters Score -6963298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6963286.000000 Penalty: 5463.667969
	Iteration 23Q: 3 clusters Score -6963286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -6963287.000000 Penalty: 5463.667969
	Iteration 24Q: 3 clusters Score -6963287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -6963290.000000 Penalty: 5463.667969
	Iteration 25Q: 3 clusters Score -6963290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -6963281.500000 Penalty: 5463.667969
	Iteration 26Q: 3 clusters Score -6963282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6963282.500000 Penalty: 5463.667969
	Iteration 27Q: 3 clusters Score -6963282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6963282.500000 Penalty: 5463.667969
	Iteration 28Q: 3 clusters Score -6963282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -6963299.500000 Penalty: 5463.667969
	Iteration 29Q: 3 clusters Score -6963300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6963296.000000 Penalty: 5463.667969
	Iteration 30Q: 3 clusters Score -6963296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6963299.500000 Penalty: 5463.667969
	Iteration 31Q: 3 clusters Score -6963300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6963298.500000 Penalty: 5463.667969
	Iteration 32Q: 3 clusters Score -6963298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6963291.500000 Penalty: 5463.667969
	Iteration 33Q: 3 clusters Score -6963292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6963299.000000 Penalty: 5463.667969
	Iteration 34Q: 3 clusters Score -6963299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -6963296.500000 Penalty: 5463.667969
	Iteration 35Q: 3 clusters Score -6963296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -6963294.000000 Penalty: 5463.667969
	Iteration 36Q: 3 clusters Score -6963294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6963300.500000 Penalty: 5463.667969
	Iteration 37Q: 3 clusters Score -6963300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6963294.000000 Penalty: 5463.667969
	Iteration 38Q: 3 clusters Score -6963294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6963298.000000 Penalty: 5463.667969
	Iteration 39Q: 3 clusters Score -6963298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6963306.000000 Penalty: 5463.667969
	Iteration 40F: 3 clusters Score -6963306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6963298.500000 Penalty: 5463.667969
	Iteration 41Q: 3 clusters Score -6963298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6963304.000000 Penalty: 5463.667969
	Iteration 42Q: 3 clusters Score -6963304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6963301.000000 Penalty: 5463.667969
	Iteration 43Q: 3 clusters Score -6963301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6963301.500000 Penalty: 5463.667969
	Iteration 44Q: 3 clusters Score -6963302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6963306.000000 Penalty: 5463.667969
	Iteration 45Q: 3 clusters Score -6963306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6963302.000000 Penalty: 5463.667969
	Iteration 46Q: 3 clusters Score -6963302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6963301.000000 Penalty: 5463.667969
	Iteration 47Q: 3 clusters Score -6963301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6963307.000000 Penalty: 5463.667969
	Iteration 48Q: 3 clusters Score -6963307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -6963313.000000 Penalty: 5463.667969
	Iteration 49Q: 3 clusters Score -6963313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6963305.500000 Penalty: 5463.667969
	Iteration 50Q: 3 clusters Score -6963306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6963298.000000 Penalty: 5463.667969
	Iteration 51Q: 3 clusters Score -6963298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6963296.000000 Penalty: 5463.667969
	Iteration 52Q: 3 clusters Score -6963296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6963300.500000 Penalty: 5463.667969
	Iteration 53Q: 3 clusters Score -6963300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6963298.000000 Penalty: 5463.667969
	Iteration 54Q: 3 clusters Score -6963298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -6963295.000000 Penalty: 5463.667969
	Iteration 55Q: 3 clusters Score -6963295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6963297.500000 Penalty: 5463.667969
	Iteration 56Q: 3 clusters Score -6963298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6963300.500000 Penalty: 5463.667969
	Iteration 57Q: 3 clusters Score -6963300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6963306.000000 Penalty: 5463.667969
	Iteration 58Q: 3 clusters Score -6963306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6963307.000000 Penalty: 5463.667969
	Iteration 59Q: 3 clusters Score -6963307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -6963304.000000 Penalty: 5463.667969
	Iteration 60F: 3 clusters Score -6963304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6963309.000000 Penalty: 5463.667969
	Iteration 61Q: 3 clusters Score -6963309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6963310.000000 Penalty: 5463.667969
	Iteration 62Q: 3 clusters Score -6963310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -6963309.000000 Penalty: 5463.667969
	Iteration 63Q: 3 clusters Score -6963309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6963312.000000 Penalty: 5463.667969
	Iteration 64Q: 3 clusters Score -6963312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6963312.000000 Penalty: 5463.667969
	Iteration 65F: 3 clusters Score -6963312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Entering Unmasked Estep 
Score: -2030047.625000 Penalty: 2423.967529
	Iteration 0F: 2 clusters Score -2030048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2017592.625000 Penalty: 4847.935059
	Iteration 0F: 3 clusters Score -2017593 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2021644.500000 Penalty: 4847.935059
	Iteration 1F: 3 clusters Score -2021644 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2022111.250000 Penalty: 4847.935059
	Iteration 2F: 3 clusters Score -2022111 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2022564.750000 Penalty: 4847.935059
	Iteration 3F: 3 clusters Score -2022565 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2023023.125000 Penalty: 4847.935059
	Iteration 4Q: 3 clusters Score -2023023 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2023471.750000 Penalty: 4847.935059
	Iteration 5Q: 3 clusters Score -2023472 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2023915.875000 Penalty: 4847.935059
	Iteration 6Q: 3 clusters Score -2023916 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2024379.625000 Penalty: 4847.935059
	Iteration 7Q: 3 clusters Score -2024380 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2024874.250000 Penalty: 4847.935059
	Iteration 8F: 3 clusters Score -2024874 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2025359.500000 Penalty: 4847.935059
	Iteration 9Q: 3 clusters Score -2025360 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2025795.375000 Penalty: 4847.935059
	Iteration 10Q: 3 clusters Score -2025795 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2026122.250000 Penalty: 4847.935059
	Iteration 11Q: 3 clusters Score -2026122 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2026409.375000 Penalty: 4847.935059
	Iteration 12Q: 3 clusters Score -2026409 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2026635.125000 Penalty: 4847.935059
	Iteration 13Q: 3 clusters Score -2026635 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2026836.500000 Penalty: 4847.935059
	Iteration 14Q: 3 clusters Score -2026836 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2026991.625000 Penalty: 4847.935059
	Iteration 15Q: 3 clusters Score -2026992 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2027122.500000 Penalty: 4847.935059
	Iteration 16Q: 3 clusters Score -2027122 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2027243.750000 Penalty: 4847.935059
	Iteration 17Q: 3 clusters Score -2027244 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2027349.000000 Penalty: 4847.935059
	Iteration 18Q: 3 clusters Score -2027349 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2027438.375000 Penalty: 4847.935059
	Iteration 19Q: 3 clusters Score -2027438 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2027520.000000 Penalty: 4847.935059
	Iteration 20F: 3 clusters Score -2027520 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2027622.875000 Penalty: 4847.935059
	Iteration 21Q: 3 clusters Score -2027623 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2027725.500000 Penalty: 4847.935059
	Iteration 22Q: 3 clusters Score -2027726 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2027808.875000 Penalty: 4847.935059
	Iteration 23Q: 3 clusters Score -2027809 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2027885.000000 Penalty: 4847.935059
	Iteration 24Q: 3 clusters Score -2027885 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2027957.375000 Penalty: 4847.935059
	Iteration 25Q: 3 clusters Score -2027957 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2028021.625000 Penalty: 4847.935059
	Iteration 26Q: 3 clusters Score -2028022 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2028080.500000 Penalty: 4847.935059
	Iteration 27Q: 3 clusters Score -2028080 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2028146.750000 Penalty: 4847.935059
	Iteration 28Q: 3 clusters Score -2028147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2028197.000000 Penalty: 4847.935059
	Iteration 29Q: 3 clusters Score -2028197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2028249.250000 Penalty: 4847.935059
	Iteration 30Q: 3 clusters Score -2028249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2028284.250000 Penalty: 4847.935059
	Iteration 31Q: 3 clusters Score -2028284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2028308.250000 Penalty: 4847.935059
	Iteration 32Q: 3 clusters Score -2028308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2028337.500000 Penalty: 4847.935059
	Iteration 33Q: 3 clusters Score -2028338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2028356.625000 Penalty: 4847.935059
	Iteration 34Q: 3 clusters Score -2028357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2028380.875000 Penalty: 4847.935059
	Iteration 35Q: 3 clusters Score -2028381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2028398.750000 Penalty: 4847.935059
	Iteration 36Q: 3 clusters Score -2028399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2028412.125000 Penalty: 4847.935059
	Iteration 37Q: 3 clusters Score -2028412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2028423.625000 Penalty: 4847.935059
	Iteration 38Q: 3 clusters Score -2028424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2028432.125000 Penalty: 4847.935059
	Iteration 39Q: 3 clusters Score -2028432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2028445.250000 Penalty: 4847.935059
	Iteration 40F: 3 clusters Score -2028445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2028454.250000 Penalty: 4847.935059
	Iteration 41Q: 3 clusters Score -2028454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2028461.375000 Penalty: 4847.935059
	Iteration 42Q: 3 clusters Score -2028461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2028471.875000 Penalty: 4847.935059
	Iteration 43Q: 3 clusters Score -2028472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2028481.625000 Penalty: 4847.935059
	Iteration 44Q: 3 clusters Score -2028482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2028486.000000 Penalty: 4847.935059
	Iteration 45Q: 3 clusters Score -2028486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2028495.750000 Penalty: 4847.935059
	Iteration 46Q: 3 clusters Score -2028496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2028501.625000 Penalty: 4847.935059
	Iteration 47Q: 3 clusters Score -2028502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2028504.375000 Penalty: 4847.935059
	Iteration 48Q: 3 clusters Score -2028504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2028516.375000 Penalty: 4847.935059
	Iteration 49Q: 3 clusters Score -2028516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2028517.750000 Penalty: 4847.935059
	Iteration 50Q: 3 clusters Score -2028518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2028520.875000 Penalty: 4847.935059
	Iteration 51Q: 3 clusters Score -2028521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2028521.000000 Penalty: 4847.935059
	Iteration 52Q: 3 clusters Score -2028521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2028525.875000 Penalty: 4847.935059
	Iteration 53Q: 3 clusters Score -2028526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2028526.250000 Penalty: 4847.935059
	Iteration 54Q: 3 clusters Score -2028526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2028526.125000 Penalty: 4847.935059
	Iteration 55Q: 3 clusters Score -2028526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2028528.000000 Penalty: 4847.935059
	Iteration 56Q: 3 clusters Score -2028528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2028528.000000 Penalty: 4847.935059
	Iteration 57Q: 3 clusters Score -2028528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2028525.000000 Penalty: 4847.935059
	Iteration 58Q: 3 clusters Score -2028525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2028525.000000 Penalty: 4847.935059
	Iteration 59Q: 3 clusters Score -2028525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2028530.375000 Penalty: 4847.935059
	Iteration 60F: 3 clusters Score -2028530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2028529.125000 Penalty: 4847.935059
	Iteration 61Q: 3 clusters Score -2028529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2028531.500000 Penalty: 4847.935059
	Iteration 62Q: 3 clusters Score -2028532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2028530.750000 Penalty: 4847.935059
	Iteration 63Q: 3 clusters Score -2028531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2028531.125000 Penalty: 4847.935059
	Iteration 64Q: 3 clusters Score -2028531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2028529.250000 Penalty: 4847.935059
	Iteration 65Q: 3 clusters Score -2028529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2028527.750000 Penalty: 4847.935059
	Iteration 66Q: 3 clusters Score -2028528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2028529.000000 Penalty: 4847.935059
	Iteration 67Q: 3 clusters Score -2028529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2028532.625000 Penalty: 4847.935059
	Iteration 68Q: 3 clusters Score -2028533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2028532.125000 Penalty: 4847.935059
	Iteration 69Q: 3 clusters Score -2028532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2028534.875000 Penalty: 4847.935059
	Iteration 70Q: 3 clusters Score -2028535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2028536.500000 Penalty: 4847.935059
	Iteration 71Q: 3 clusters Score -2028536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2028536.875000 Penalty: 4847.935059
	Iteration 72Q: 3 clusters Score -2028537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2028535.750000 Penalty: 4847.935059
	Iteration 73Q: 3 clusters Score -2028536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2028535.625000 Penalty: 4847.935059
	Iteration 74Q: 3 clusters Score -2028536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2028536.125000 Penalty: 4847.935059
	Iteration 75Q: 3 clusters Score -2028536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2028535.625000 Penalty: 4847.935059
	Iteration 76Q: 3 clusters Score -2028536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2028535.625000 Penalty: 4847.935059
	Iteration 77F: 3 clusters Score -2028536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Entering Unmasked Estep 
Score: -698617.687500 Penalty: 2159.209717
	Iteration 0F: 2 clusters Score -698617.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -693435.937500 Penalty: 4318.419434
	Iteration 0F: 3 clusters Score -693435.9 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -694793.312500 Penalty: 4318.419434
	Iteration 1F: 3 clusters Score -694793.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -694990.437500 Penalty: 4318.419434
	Iteration 2F: 3 clusters Score -694990.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -695101.187500 Penalty: 4318.419434
	Iteration 3Q: 3 clusters Score -695101.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -695175.375000 Penalty: 4318.419434
	Iteration 4Q: 3 clusters Score -695175.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -695238.875000 Penalty: 4318.419434
	Iteration 5Q: 3 clusters Score -695238.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -695301.625000 Penalty: 4318.419434
	Iteration 6Q: 3 clusters Score -695301.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -695368.250000 Penalty: 4318.419434
	Iteration 7Q: 3 clusters Score -695368.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -695429.062500 Penalty: 4318.419434
	Iteration 8Q: 3 clusters Score -695429.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -695512.750000 Penalty: 4318.419434
	Iteration 9Q: 3 clusters Score -695512.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -695601.875000 Penalty: 4318.419434
	Iteration 10Q: 3 clusters Score -695601.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -695710.750000 Penalty: 4318.419434
	Iteration 11Q: 3 clusters Score -695710.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -695812.375000 Penalty: 4318.419434
	Iteration 12Q: 3 clusters Score -695812.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -695911.187500 Penalty: 4318.419434
	Iteration 13Q: 3 clusters Score -695911.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -696022.437500 Penalty: 4318.419434
	Iteration 14Q: 3 clusters Score -696022.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -696140.437500 Penalty: 4318.419434
	Iteration 15Q: 3 clusters Score -696140.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -696233.812500 Penalty: 4318.419434
	Iteration 16Q: 3 clusters Score -696233.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -696316.187500 Penalty: 4318.419434
	Iteration 17Q: 3 clusters Score -696316.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -696382.125000 Penalty: 4318.419434
	Iteration 18Q: 3 clusters Score -696382.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -696447.625000 Penalty: 4318.419434
	Iteration 19Q: 3 clusters Score -696447.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -696502.125000 Penalty: 4318.419434
	Iteration 20F: 3 clusters Score -696502.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -696555.687500 Penalty: 4318.419434
	Iteration 21Q: 3 clusters Score -696555.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -696590.750000 Penalty: 4318.419434
	Iteration 22Q: 3 clusters Score -696590.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -696628.687500 Penalty: 4318.419434
	Iteration 23Q: 3 clusters Score -696628.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -696647.812500 Penalty: 4318.419434
	Iteration 24Q: 3 clusters Score -696647.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -696668.750000 Penalty: 4318.419434
	Iteration 25Q: 3 clusters Score -696668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -696688.062500 Penalty: 4318.419434
	Iteration 26Q: 3 clusters Score -696688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -696698.375000 Penalty: 4318.419434
	Iteration 27Q: 3 clusters Score -696698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -696707.687500 Penalty: 4318.419434
	Iteration 28Q: 3 clusters Score -696707.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -696715.500000 Penalty: 4318.419434
	Iteration 29Q: 3 clusters Score -696715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -696717.750000 Penalty: 4318.419434
	Iteration 30Q: 3 clusters Score -696717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -696720.062500 Penalty: 4318.419434
	Iteration 31Q: 3 clusters Score -696720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -696720.500000 Penalty: 4318.419434
	Iteration 32Q: 3 clusters Score -696720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -696720.500000 Penalty: 4318.419434
	Iteration 33F: 3 clusters Score -696720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -425362.343750 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -425362.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -421436.812500 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -421436.8 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -422367.093750 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -422367.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -422621.687500 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -422621.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -422793.375000 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -422793.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -422942.000000 Penalty: 4128.870605
	Iteration 4Q: 3 clusters Score -422942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -423082.781250 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -423082.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -423217.093750 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -423217.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -423353.281250 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -423353.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -423512.656250 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -423512.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -423657.406250 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -423657.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -423772.437500 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -423772.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -423893.437500 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -423893.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -423997.156250 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -423997.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -424064.312500 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -424064.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -424115.625000 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -424115.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -424149.375000 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -424149.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -424164.406250 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -424164.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -424174.281250 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -424174.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -424180.500000 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -424180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -424184.656250 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -424184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -424188.906250 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -424188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -424191.781250 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -424191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -424194.468750 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -424194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -424195.031250 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -424195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -424199.156250 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -424199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -424199.250000 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -424199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -424199.250000 Penalty: 4128.870605
	Iteration 26F: 3 clusters Score -424199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Entering Unmasked Estep 
Score: -2213434.750000 Penalty: 2449.404297
	Iteration 0F: 2 clusters Score -2213435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2199740.500000 Penalty: 4898.808594
	Iteration 0F: 3 clusters Score -2199740 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2204265.500000 Penalty: 4898.808594
	Iteration 1F: 3 clusters Score -2204266 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2204615.500000 Penalty: 4898.808594
	Iteration 2Q: 3 clusters Score -2204616 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2204994.750000 Penalty: 4898.808594
	Iteration 3Q: 3 clusters Score -2204995 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2205521.000000 Penalty: 4898.808594
	Iteration 4Q: 3 clusters Score -2205521 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2206353.000000 Penalty: 4898.808594
	Iteration 5F: 3 clusters Score -2206353 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2207415.500000 Penalty: 4898.808594
	Iteration 6F: 3 clusters Score -2207416 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2208566.250000 Penalty: 4898.808594
	Iteration 7F: 3 clusters Score -2208566 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2209562.250000 Penalty: 4898.808594
	Iteration 8F: 3 clusters Score -2209562 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2210313.500000 Penalty: 4898.808594
	Iteration 9F: 3 clusters Score -2210314 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2210876.500000 Penalty: 4898.808594
	Iteration 10Q: 3 clusters Score -2210876 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2211293.000000 Penalty: 4898.808594
	Iteration 11Q: 3 clusters Score -2211293 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2211664.250000 Penalty: 4898.808594
	Iteration 12Q: 3 clusters Score -2211664 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2211975.000000 Penalty: 4898.808594
	Iteration 13Q: 3 clusters Score -2211975 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2212230.250000 Penalty: 4898.808594
	Iteration 14Q: 3 clusters Score -2212230 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2212477.000000 Penalty: 4898.808594
	Iteration 15Q: 3 clusters Score -2212477 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2212685.000000 Penalty: 4898.808594
	Iteration 16Q: 3 clusters Score -2212685 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2212783.750000 Penalty: 4898.808594
	Iteration 17Q: 3 clusters Score -2212784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2212828.500000 Penalty: 4898.808594
	Iteration 18Q: 3 clusters Score -2212828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2212854.000000 Penalty: 4898.808594
	Iteration 19Q: 3 clusters Score -2212854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2212866.750000 Penalty: 4898.808594
	Iteration 20F: 3 clusters Score -2212867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2212881.000000 Penalty: 4898.808594
	Iteration 21Q: 3 clusters Score -2212881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2212889.000000 Penalty: 4898.808594
	Iteration 22Q: 3 clusters Score -2212889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2212890.000000 Penalty: 4898.808594
	Iteration 23Q: 3 clusters Score -2212890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2212891.750000 Penalty: 4898.808594
	Iteration 24Q: 3 clusters Score -2212892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2212895.250000 Penalty: 4898.808594
	Iteration 25Q: 3 clusters Score -2212895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2212902.750000 Penalty: 4898.808594
	Iteration 26Q: 3 clusters Score -2212903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2212902.500000 Penalty: 4898.808594
	Iteration 27Q: 3 clusters Score -2212902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2212902.500000 Penalty: 4898.808594
	Iteration 28Q: 3 clusters Score -2212902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2212909.500000 Penalty: 4898.808594
	Iteration 29Q: 3 clusters Score -2212910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2212910.000000 Penalty: 4898.808594
	Iteration 30Q: 3 clusters Score -2212910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2212910.500000 Penalty: 4898.808594
	Iteration 31Q: 3 clusters Score -2212910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2212909.500000 Penalty: 4898.808594
	Iteration 32Q: 3 clusters Score -2212910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2212909.500000 Penalty: 4898.808594
	Iteration 33F: 3 clusters Score -2212910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -97556.867188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -97556.87 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 474 members 
Entering Unmasked Estep 
Score: -95819.265625 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -95819.27 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96243.179688 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -96243.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96366.539062 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -96366.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96466.468750 Penalty: 3384.889404
	Iteration 3Q: 3 clusters Score -96466.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96547.625000 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -96547.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96717.554688 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -96717.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96797.375000 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -96797.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96830.937500 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -96830.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96848.296875 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -96848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96857.539062 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -96857.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96861.351562 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -96861.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96869.007812 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -96869.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96878.218750 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -96878.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96889.625000 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -96889.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96900.578125 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -96900.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96906.210938 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -96906.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96915.250000 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -96915.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96919.765625 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -96919.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96919.765625 Penalty: 3384.889404
	Iteration 18F: 3 clusters Score -96919.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -674800.687500 Penalty: 2163.724365
	Iteration 0F: 2 clusters Score -674800.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -669571.125000 Penalty: 4327.448730
	Iteration 0F: 3 clusters Score -669571.1 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -671018.875000 Penalty: 4327.448730
	Iteration 1F: 3 clusters Score -671018.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -671406.562500 Penalty: 4327.448730
	Iteration 2F: 3 clusters Score -671406.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -671762.562500 Penalty: 4327.448730
	Iteration 3F: 3 clusters Score -671762.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -672194.187500 Penalty: 4327.448730
	Iteration 4F: 3 clusters Score -672194.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -672669.687500 Penalty: 4327.448730
	Iteration 5F: 3 clusters Score -672669.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -673043.437500 Penalty: 4327.448730
	Iteration 6F: 3 clusters Score -673043.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -673317.312500 Penalty: 4327.448730
	Iteration 7F: 3 clusters Score -673317.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -673505.187500 Penalty: 4327.448730
	Iteration 8Q: 3 clusters Score -673505.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -673619.062500 Penalty: 4327.448730
	Iteration 9Q: 3 clusters Score -673619.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -673687.062500 Penalty: 4327.448730
	Iteration 10Q: 3 clusters Score -673687.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -673729.812500 Penalty: 4327.448730
	Iteration 11Q: 3 clusters Score -673729.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -673766.062500 Penalty: 4327.448730
	Iteration 12Q: 3 clusters Score -673766.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -673805.125000 Penalty: 4327.448730
	Iteration 13Q: 3 clusters Score -673805.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -673836.125000 Penalty: 4327.448730
	Iteration 14Q: 3 clusters Score -673836.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -673858.437500 Penalty: 4327.448730
	Iteration 15Q: 3 clusters Score -673858.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -673874.187500 Penalty: 4327.448730
	Iteration 16Q: 3 clusters Score -673874.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -673890.187500 Penalty: 4327.448730
	Iteration 17Q: 3 clusters Score -673890.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -673906.312500 Penalty: 4327.448730
	Iteration 18Q: 3 clusters Score -673906.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -673923.437500 Penalty: 4327.448730
	Iteration 19Q: 3 clusters Score -673923.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -673935.062500 Penalty: 4327.448730
	Iteration 20F: 3 clusters Score -673935.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -673946.187500 Penalty: 4327.448730
	Iteration 21Q: 3 clusters Score -673946.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -673959.062500 Penalty: 4327.448730
	Iteration 22Q: 3 clusters Score -673959.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -673968.375000 Penalty: 4327.448730
	Iteration 23Q: 3 clusters Score -673968.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -673978.125000 Penalty: 4327.448730
	Iteration 24Q: 3 clusters Score -673978.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -673984.125000 Penalty: 4327.448730
	Iteration 25Q: 3 clusters Score -673984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -673990.375000 Penalty: 4327.448730
	Iteration 26Q: 3 clusters Score -673990.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -673992.812500 Penalty: 4327.448730
	Iteration 27Q: 3 clusters Score -673992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -674000.187500 Penalty: 4327.448730
	Iteration 28Q: 3 clusters Score -674000.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -674007.625000 Penalty: 4327.448730
	Iteration 29Q: 3 clusters Score -674007.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -674014.125000 Penalty: 4327.448730
	Iteration 30Q: 3 clusters Score -674014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -674015.250000 Penalty: 4327.448730
	Iteration 31Q: 3 clusters Score -674015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -674016.125000 Penalty: 4327.448730
	Iteration 32Q: 3 clusters Score -674016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -674019.062500 Penalty: 4327.448730
	Iteration 33Q: 3 clusters Score -674019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -674019.562500 Penalty: 4327.448730
	Iteration 34Q: 3 clusters Score -674019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -674020.187500 Penalty: 4327.448730
	Iteration 35Q: 3 clusters Score -674020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -674022.500000 Penalty: 4327.448730
	Iteration 36Q: 3 clusters Score -674022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -674024.437500 Penalty: 4327.448730
	Iteration 37Q: 3 clusters Score -674024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -674024.000000 Penalty: 4327.448730
	Iteration 38Q: 3 clusters Score -674024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -674025.062500 Penalty: 4327.448730
	Iteration 39Q: 3 clusters Score -674025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -674027.500000 Penalty: 4327.448730
	Iteration 40F: 3 clusters Score -674027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -674028.500000 Penalty: 4327.448730
	Iteration 41Q: 3 clusters Score -674028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -674029.812500 Penalty: 4327.448730
	Iteration 42Q: 3 clusters Score -674029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -674031.500000 Penalty: 4327.448730
	Iteration 43Q: 3 clusters Score -674031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -674033.562500 Penalty: 4327.448730
	Iteration 44Q: 3 clusters Score -674033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -674033.062500 Penalty: 4327.448730
	Iteration 45Q: 3 clusters Score -674033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -674034.625000 Penalty: 4327.448730
	Iteration 46Q: 3 clusters Score -674034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -674036.125000 Penalty: 4327.448730
	Iteration 47Q: 3 clusters Score -674036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -674036.125000 Penalty: 4327.448730
	Iteration 48F: 3 clusters Score -674036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Entering Unmasked Estep 
Score: -966724.187500 Penalty: 2268.132324
	Iteration 0F: 2 clusters Score -966724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -959480.500000 Penalty: 4536.264648
	Iteration 0F: 3 clusters Score -959480.5 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -961905.937500 Penalty: 4536.264648
	Iteration 1F: 3 clusters Score -961905.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -962574.937500 Penalty: 4536.264648
	Iteration 2F: 3 clusters Score -962574.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -963254.250000 Penalty: 4536.264648
	Iteration 3F: 3 clusters Score -963254.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -963882.312500 Penalty: 4536.264648
	Iteration 4F: 3 clusters Score -963882.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -964323.437500 Penalty: 4536.264648
	Iteration 5F: 3 clusters Score -964323.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -964564.875000 Penalty: 4536.264648
	Iteration 6Q: 3 clusters Score -964564.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -964737.562500 Penalty: 4536.264648
	Iteration 7Q: 3 clusters Score -964737.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -964865.687500 Penalty: 4536.264648
	Iteration 8Q: 3 clusters Score -964865.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -964956.812500 Penalty: 4536.264648
	Iteration 9Q: 3 clusters Score -964956.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -965020.937500 Penalty: 4536.264648
	Iteration 10Q: 3 clusters Score -965020.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -965061.375000 Penalty: 4536.264648
	Iteration 11Q: 3 clusters Score -965061.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -965096.562500 Penalty: 4536.264648
	Iteration 12Q: 3 clusters Score -965096.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -965137.437500 Penalty: 4536.264648
	Iteration 13Q: 3 clusters Score -965137.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -965202.062500 Penalty: 4536.264648
	Iteration 14Q: 3 clusters Score -965202.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -965265.625000 Penalty: 4536.264648
	Iteration 15Q: 3 clusters Score -965265.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -965338.062500 Penalty: 4536.264648
	Iteration 16Q: 3 clusters Score -965338.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -965415.812500 Penalty: 4536.264648
	Iteration 17Q: 3 clusters Score -965415.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -965488.062500 Penalty: 4536.264648
	Iteration 18Q: 3 clusters Score -965488.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -965543.125000 Penalty: 4536.264648
	Iteration 19Q: 3 clusters Score -965543.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -965587.687500 Penalty: 4536.264648
	Iteration 20F: 3 clusters Score -965587.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -965617.125000 Penalty: 4536.264648
	Iteration 21Q: 3 clusters Score -965617.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -965641.937500 Penalty: 4536.264648
	Iteration 22Q: 3 clusters Score -965641.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -965660.750000 Penalty: 4536.264648
	Iteration 23Q: 3 clusters Score -965660.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -965669.125000 Penalty: 4536.264648
	Iteration 24Q: 3 clusters Score -965669.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -965680.437500 Penalty: 4536.264648
	Iteration 25Q: 3 clusters Score -965680.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -965684.750000 Penalty: 4536.264648
	Iteration 26Q: 3 clusters Score -965684.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -965691.062500 Penalty: 4536.264648
	Iteration 27Q: 3 clusters Score -965691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -965699.062500 Penalty: 4536.264648
	Iteration 28Q: 3 clusters Score -965699.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -965703.125000 Penalty: 4536.264648
	Iteration 29Q: 3 clusters Score -965703.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -965706.187500 Penalty: 4536.264648
	Iteration 30Q: 3 clusters Score -965706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -965709.500000 Penalty: 4536.264648
	Iteration 31Q: 3 clusters Score -965709.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -965710.000000 Penalty: 4536.264648
	Iteration 32Q: 3 clusters Score -965710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -965713.625000 Penalty: 4536.264648
	Iteration 33Q: 3 clusters Score -965713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -965717.687500 Penalty: 4536.264648
	Iteration 34Q: 3 clusters Score -965717.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -965721.125000 Penalty: 4536.264648
	Iteration 35Q: 3 clusters Score -965721.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -965723.625000 Penalty: 4536.264648
	Iteration 36Q: 3 clusters Score -965723.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -965725.937500 Penalty: 4536.264648
	Iteration 37Q: 3 clusters Score -965725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -965732.312500 Penalty: 4536.264648
	Iteration 38Q: 3 clusters Score -965732.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -965735.375000 Penalty: 4536.264648
	Iteration 39Q: 3 clusters Score -965735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -965740.750000 Penalty: 4536.264648
	Iteration 40F: 3 clusters Score -965740.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -965748.375000 Penalty: 4536.264648
	Iteration 41Q: 3 clusters Score -965748.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -965753.625000 Penalty: 4536.264648
	Iteration 42Q: 3 clusters Score -965753.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -965755.125000 Penalty: 4536.264648
	Iteration 43Q: 3 clusters Score -965755.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -965757.625000 Penalty: 4536.264648
	Iteration 44Q: 3 clusters Score -965757.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -965759.562500 Penalty: 4536.264648
	Iteration 45Q: 3 clusters Score -965759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -965762.625000 Penalty: 4536.264648
	Iteration 46Q: 3 clusters Score -965762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -965764.812500 Penalty: 4536.264648
	Iteration 47Q: 3 clusters Score -965764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -965767.062500 Penalty: 4536.264648
	Iteration 48Q: 3 clusters Score -965767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -965768.437500 Penalty: 4536.264648
	Iteration 49Q: 3 clusters Score -965768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -965772.125000 Penalty: 4536.264648
	Iteration 50Q: 3 clusters Score -965772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -965774.937500 Penalty: 4536.264648
	Iteration 51Q: 3 clusters Score -965774.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -965779.250000 Penalty: 4536.264648
	Iteration 52Q: 3 clusters Score -965779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -965782.000000 Penalty: 4536.264648
	Iteration 53Q: 3 clusters Score -965782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -965783.187500 Penalty: 4536.264648
	Iteration 54Q: 3 clusters Score -965783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -965785.187500 Penalty: 4536.264648
	Iteration 55Q: 3 clusters Score -965785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -965791.500000 Penalty: 4536.264648
	Iteration 56Q: 3 clusters Score -965791.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -965797.875000 Penalty: 4536.264648
	Iteration 57Q: 3 clusters Score -965797.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -965804.125000 Penalty: 4536.264648
	Iteration 58Q: 3 clusters Score -965804.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -965808.187500 Penalty: 4536.264648
	Iteration 59Q: 3 clusters Score -965808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -965812.000000 Penalty: 4536.264648
	Iteration 60F: 3 clusters Score -965812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -965813.187500 Penalty: 4536.264648
	Iteration 61Q: 3 clusters Score -965813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -965815.687500 Penalty: 4536.264648
	Iteration 62Q: 3 clusters Score -965815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -965815.250000 Penalty: 4536.264648
	Iteration 63Q: 3 clusters Score -965815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -965818.375000 Penalty: 4536.264648
	Iteration 64Q: 3 clusters Score -965818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -965819.000000 Penalty: 4536.264648
	Iteration 65Q: 3 clusters Score -965819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -965821.562500 Penalty: 4536.264648
	Iteration 66Q: 3 clusters Score -965821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -965823.062500 Penalty: 4536.264648
	Iteration 67Q: 3 clusters Score -965823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -965823.750000 Penalty: 4536.264648
	Iteration 68Q: 3 clusters Score -965823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -965824.000000 Penalty: 4536.264648
	Iteration 69Q: 3 clusters Score -965824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -965822.937500 Penalty: 4536.264648
	Iteration 70Q: 3 clusters Score -965822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -965823.937500 Penalty: 4536.264648
	Iteration 71Q: 3 clusters Score -965823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -965824.687500 Penalty: 4536.264648
	Iteration 72Q: 3 clusters Score -965824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -965824.687500 Penalty: 4536.264648
	Iteration 73Q: 3 clusters Score -965824.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -965825.812500 Penalty: 4536.264648
	Iteration 74Q: 3 clusters Score -965825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -965828.812500 Penalty: 4536.264648
	Iteration 75Q: 3 clusters Score -965828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -965829.125000 Penalty: 4536.264648
	Iteration 76Q: 3 clusters Score -965829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -965829.000000 Penalty: 4536.264648
	Iteration 77Q: 3 clusters Score -965829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -965829.750000 Penalty: 4536.264648
	Iteration 78Q: 3 clusters Score -965829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -965830.687500 Penalty: 4536.264648
	Iteration 79Q: 3 clusters Score -965830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -965829.562500 Penalty: 4536.264648
	Iteration 80F: 3 clusters Score -965829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Entering Unmasked Estep 
Score: -1090126.750000 Penalty: 2284.560791
	Iteration 0F: 2 clusters Score -1090127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1082412.000000 Penalty: 4569.121582
	Iteration 0F: 3 clusters Score -1082412 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1084667.000000 Penalty: 4569.121582
	Iteration 1F: 3 clusters Score -1084667 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1085036.000000 Penalty: 4569.121582
	Iteration 2F: 3 clusters Score -1085036 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1085302.375000 Penalty: 4569.121582
	Iteration 3F: 3 clusters Score -1085302 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1085543.000000 Penalty: 4569.121582
	Iteration 4Q: 3 clusters Score -1085543 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1085789.375000 Penalty: 4569.121582
	Iteration 5Q: 3 clusters Score -1085789 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1086009.375000 Penalty: 4569.121582
	Iteration 6Q: 3 clusters Score -1086009 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1086240.125000 Penalty: 4569.121582
	Iteration 7Q: 3 clusters Score -1086240 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1086485.000000 Penalty: 4569.121582
	Iteration 8Q: 3 clusters Score -1086485 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1086745.000000 Penalty: 4569.121582
	Iteration 9Q: 3 clusters Score -1086745 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1086986.000000 Penalty: 4569.121582
	Iteration 10Q: 3 clusters Score -1086986 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1087263.500000 Penalty: 4569.121582
	Iteration 11Q: 3 clusters Score -1087264 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1087557.750000 Penalty: 4569.121582
	Iteration 12Q: 3 clusters Score -1087558 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1087824.500000 Penalty: 4569.121582
	Iteration 13Q: 3 clusters Score -1087824 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1088013.250000 Penalty: 4569.121582
	Iteration 14Q: 3 clusters Score -1088013 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1088137.125000 Penalty: 4569.121582
	Iteration 15Q: 3 clusters Score -1088137 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1088197.625000 Penalty: 4569.121582
	Iteration 16Q: 3 clusters Score -1088198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1088253.000000 Penalty: 4569.121582
	Iteration 17Q: 3 clusters Score -1088253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1088284.625000 Penalty: 4569.121582
	Iteration 18Q: 3 clusters Score -1088285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1088307.875000 Penalty: 4569.121582
	Iteration 19Q: 3 clusters Score -1088308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1088326.000000 Penalty: 4569.121582
	Iteration 20F: 3 clusters Score -1088326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1088342.125000 Penalty: 4569.121582
	Iteration 21Q: 3 clusters Score -1088342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1088348.875000 Penalty: 4569.121582
	Iteration 22Q: 3 clusters Score -1088349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1088360.625000 Penalty: 4569.121582
	Iteration 23Q: 3 clusters Score -1088361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1088365.625000 Penalty: 4569.121582
	Iteration 24Q: 3 clusters Score -1088366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1088370.500000 Penalty: 4569.121582
	Iteration 25Q: 3 clusters Score -1088370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1088374.625000 Penalty: 4569.121582
	Iteration 26Q: 3 clusters Score -1088375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1088379.125000 Penalty: 4569.121582
	Iteration 27Q: 3 clusters Score -1088379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1088380.750000 Penalty: 4569.121582
	Iteration 28Q: 3 clusters Score -1088381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1088383.000000 Penalty: 4569.121582
	Iteration 29Q: 3 clusters Score -1088383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1088385.875000 Penalty: 4569.121582
	Iteration 30Q: 3 clusters Score -1088386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1088386.375000 Penalty: 4569.121582
	Iteration 31Q: 3 clusters Score -1088386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1088386.875000 Penalty: 4569.121582
	Iteration 32Q: 3 clusters Score -1088387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1088393.000000 Penalty: 4569.121582
	Iteration 33Q: 3 clusters Score -1088393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1088394.375000 Penalty: 4569.121582
	Iteration 34Q: 3 clusters Score -1088394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1088396.000000 Penalty: 4569.121582
	Iteration 35Q: 3 clusters Score -1088396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1088397.625000 Penalty: 4569.121582
	Iteration 36Q: 3 clusters Score -1088398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1088398.000000 Penalty: 4569.121582
	Iteration 37Q: 3 clusters Score -1088398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1088397.625000 Penalty: 4569.121582
	Iteration 38Q: 3 clusters Score -1088398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1088398.500000 Penalty: 4569.121582
	Iteration 39Q: 3 clusters Score -1088398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1088398.500000 Penalty: 4569.121582
	Iteration 40F: 3 clusters Score -1088398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (51113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Entering Unmasked Estep 
Score: -5863142.000000 Penalty: 2688.764893
	Iteration 0F: 2 clusters Score -5863142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -5828573.500000 Penalty: 5377.529785
	Iteration 0F: 3 clusters Score -5828574 nChanged 23782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5841839.500000 Penalty: 5377.529785
	Iteration 1F: 3 clusters Score -5841840 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5842445.500000 Penalty: 5377.529785
	Iteration 2Q: 3 clusters Score -5842446 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5843082.000000 Penalty: 5377.529785
	Iteration 3Q: 3 clusters Score -5843082 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5843825.500000 Penalty: 5377.529785
	Iteration 4Q: 3 clusters Score -5843826 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -5844632.000000 Penalty: 5377.529785
	Iteration 5Q: 3 clusters Score -5844632 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5845644.500000 Penalty: 5377.529785
	Iteration 6Q: 3 clusters Score -5845644 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -5846848.000000 Penalty: 5377.529785
	Iteration 7F: 3 clusters Score -5846848 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -5848190.000000 Penalty: 5377.529785
	Iteration 8F: 3 clusters Score -5848190 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5849626.000000 Penalty: 5377.529785
	Iteration 9F: 3 clusters Score -5849626 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5851054.000000 Penalty: 5377.529785
	Iteration 10F: 3 clusters Score -5851054 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5852512.500000 Penalty: 5377.529785
	Iteration 11F: 3 clusters Score -5852512 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5853975.000000 Penalty: 5377.529785
	Iteration 12Q: 3 clusters Score -5853975 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5855506.000000 Penalty: 5377.529785
	Iteration 13Q: 3 clusters Score -5855506 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -5856846.500000 Penalty: 5377.529785
	Iteration 14Q: 3 clusters Score -5856846 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -5858063.500000 Penalty: 5377.529785
	Iteration 15Q: 3 clusters Score -5858064 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -5859000.000000 Penalty: 5377.529785
	Iteration 16Q: 3 clusters Score -5859000 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5859707.500000 Penalty: 5377.529785
	Iteration 17Q: 3 clusters Score -5859708 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -5860143.500000 Penalty: 5377.529785
	Iteration 18Q: 3 clusters Score -5860144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -5860388.500000 Penalty: 5377.529785
	Iteration 19Q: 3 clusters Score -5860388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -5860524.000000 Penalty: 5377.529785
	Iteration 20F: 3 clusters Score -5860524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -5860617.500000 Penalty: 5377.529785
	Iteration 21Q: 3 clusters Score -5860618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -5860658.000000 Penalty: 5377.529785
	Iteration 22Q: 3 clusters Score -5860658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -5860697.000000 Penalty: 5377.529785
	Iteration 23Q: 3 clusters Score -5860697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -5860722.500000 Penalty: 5377.529785
	Iteration 24Q: 3 clusters Score -5860722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -5860738.000000 Penalty: 5377.529785
	Iteration 25Q: 3 clusters Score -5860738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -5860747.500000 Penalty: 5377.529785
	Iteration 26Q: 3 clusters Score -5860748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -5860767.500000 Penalty: 5377.529785
	Iteration 27Q: 3 clusters Score -5860768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -5860773.500000 Penalty: 5377.529785
	Iteration 28Q: 3 clusters Score -5860774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -5860787.500000 Penalty: 5377.529785
	Iteration 29Q: 3 clusters Score -5860788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -5860801.000000 Penalty: 5377.529785
	Iteration 30Q: 3 clusters Score -5860801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -5860808.500000 Penalty: 5377.529785
	Iteration 31Q: 3 clusters Score -5860808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5860806.000000 Penalty: 5377.529785
	Iteration 32Q: 3 clusters Score -5860806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -5860810.500000 Penalty: 5377.529785
	Iteration 33Q: 3 clusters Score -5860810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -5860811.500000 Penalty: 5377.529785
	Iteration 34Q: 3 clusters Score -5860812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -5860816.500000 Penalty: 5377.529785
	Iteration 35Q: 3 clusters Score -5860816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -5860818.500000 Penalty: 5377.529785
	Iteration 36Q: 3 clusters Score -5860818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -5860820.500000 Penalty: 5377.529785
	Iteration 37Q: 3 clusters Score -5860820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -5860828.000000 Penalty: 5377.529785
	Iteration 38Q: 3 clusters Score -5860828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -5860824.000000 Penalty: 5377.529785
	Iteration 39Q: 3 clusters Score -5860824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -5860824.000000 Penalty: 5377.529785
	Iteration 40F: 3 clusters Score -5860824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -274039.593750 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -274039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -270990.687500 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -270990.7 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -271595.718750 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -271595.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -271796.125000 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -271796.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -271946.406250 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -271946.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272074.218750 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -272074.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -272204.968750 Penalty: 3918.164307
	Iteration 5F: 3 clusters Score -272205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -272333.343750 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -272333.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -272453.937500 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -272453.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -272543.750000 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -272543.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -272638.906250 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -272638.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -272722.218750 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -272722.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -272780.125000 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -272780.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -272821.312500 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -272821.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -272851.750000 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -272851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -272876.062500 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -272876.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -272892.062500 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -272892.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -272900.750000 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -272900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -272909.375000 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -272909.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272914.062500 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -272914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272923.843750 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -272923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -272933.468750 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -272933.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -272944.906250 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -272944.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -272956.406250 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -272956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -272969.218750 Penalty: 3918.164307
	Iteration 23Q: 3 clusters Score -272969.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -272988.000000 Penalty: 3918.164307
	Iteration 24Q: 3 clusters Score -272988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -272995.250000 Penalty: 3918.164307
	Iteration 25Q: 3 clusters Score -272995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -273002.875000 Penalty: 3918.164307
	Iteration 26Q: 3 clusters Score -273002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -273012.625000 Penalty: 3918.164307
	Iteration 27Q: 3 clusters Score -273012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -273017.843750 Penalty: 3918.164307
	Iteration 28Q: 3 clusters Score -273017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -273027.718750 Penalty: 3918.164307
	Iteration 29Q: 3 clusters Score -273027.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -273039.125000 Penalty: 3918.164307
	Iteration 30Q: 3 clusters Score -273039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -273048.250000 Penalty: 3918.164307
	Iteration 31Q: 3 clusters Score -273048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -273057.906250 Penalty: 3918.164307
	Iteration 32Q: 3 clusters Score -273057.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -273066.437500 Penalty: 3918.164307
	Iteration 33Q: 3 clusters Score -273066.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -273072.437500 Penalty: 3918.164307
	Iteration 34Q: 3 clusters Score -273072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -273077.093750 Penalty: 3918.164307
	Iteration 35Q: 3 clusters Score -273077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -273080.812500 Penalty: 3918.164307
	Iteration 36Q: 3 clusters Score -273080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -273083.968750 Penalty: 3918.164307
	Iteration 37Q: 3 clusters Score -273084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -273087.781250 Penalty: 3918.164307
	Iteration 38Q: 3 clusters Score -273087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -273090.875000 Penalty: 3918.164307
	Iteration 39Q: 3 clusters Score -273090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -273095.406250 Penalty: 3918.164307
	Iteration 40F: 3 clusters Score -273095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -273099.250000 Penalty: 3918.164307
	Iteration 41Q: 3 clusters Score -273099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -273100.187500 Penalty: 3918.164307
	Iteration 42Q: 3 clusters Score -273100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -273100.187500 Penalty: 3918.164307
	Iteration 43F: 3 clusters Score -273100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -227096.640625 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -227096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -224223.562500 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -224223.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -225073.296875 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -225073.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -225555.640625 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -225555.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -225886.781250 Penalty: 3891.132080
	Iteration 3F: 3 clusters Score -225886.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -226120.843750 Penalty: 3891.132080
	Iteration 4F: 3 clusters Score -226120.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -226285.609375 Penalty: 3891.132080
	Iteration 5F: 3 clusters Score -226285.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226401.843750 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -226401.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226482.671875 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -226482.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -226521.828125 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -226521.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -226558.484375 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -226558.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -226588.359375 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -226588.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -226607.734375 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -226607.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -226617.953125 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -226618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -226625.843750 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -226625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -226628.953125 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -226629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -226632.781250 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -226632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -226633.796875 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -226633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -226635.296875 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -226635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226636.265625 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -226636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226637.437500 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -226637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -226637.437500 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -226637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -275047.625000 Penalty: 1940.363403
	Iteration 0F: 2 clusters Score -275047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -272139.000000 Penalty: 3880.726807
	Iteration 0F: 3 clusters Score -272139 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272736.593750 Penalty: 3880.726807
	Iteration 1F: 3 clusters Score -272736.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -272966.906250 Penalty: 3880.726807
	Iteration 2F: 3 clusters Score -272966.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -273133.437500 Penalty: 3880.726807
	Iteration 3F: 3 clusters Score -273133.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -273268.562500 Penalty: 3880.726807
	Iteration 4F: 3 clusters Score -273268.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -273371.843750 Penalty: 3880.726807
	Iteration 5Q: 3 clusters Score -273371.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -273451.843750 Penalty: 3880.726807
	Iteration 6Q: 3 clusters Score -273451.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -273515.406250 Penalty: 3880.726807
	Iteration 7Q: 3 clusters Score -273515.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -273555.187500 Penalty: 3880.726807
	Iteration 8Q: 3 clusters Score -273555.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -273591.031250 Penalty: 3880.726807
	Iteration 9Q: 3 clusters Score -273591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -273624.593750 Penalty: 3880.726807
	Iteration 10Q: 3 clusters Score -273624.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -273647.406250 Penalty: 3880.726807
	Iteration 11Q: 3 clusters Score -273647.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -273664.031250 Penalty: 3880.726807
	Iteration 12Q: 3 clusters Score -273664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -273677.656250 Penalty: 3880.726807
	Iteration 13Q: 3 clusters Score -273677.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -273694.718750 Penalty: 3880.726807
	Iteration 14Q: 3 clusters Score -273694.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -273707.062500 Penalty: 3880.726807
	Iteration 15Q: 3 clusters Score -273707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -273716.250000 Penalty: 3880.726807
	Iteration 16Q: 3 clusters Score -273716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -273720.843750 Penalty: 3880.726807
	Iteration 17Q: 3 clusters Score -273720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -273724.593750 Penalty: 3880.726807
	Iteration 18Q: 3 clusters Score -273724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -273727.312500 Penalty: 3880.726807
	Iteration 19Q: 3 clusters Score -273727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -273729.031250 Penalty: 3880.726807
	Iteration 20F: 3 clusters Score -273729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -273732.187500 Penalty: 3880.726807
	Iteration 21Q: 3 clusters Score -273732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -273735.625000 Penalty: 3880.726807
	Iteration 22Q: 3 clusters Score -273735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -273736.531250 Penalty: 3880.726807
	Iteration 23Q: 3 clusters Score -273736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -273737.000000 Penalty: 3880.726807
	Iteration 24Q: 3 clusters Score -273737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -273737.000000 Penalty: 3880.726807
	Iteration 25F: 3 clusters Score -273737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Entering Unmasked Estep 
Score: -1769294.750000 Penalty: 2389.809082
	Iteration 0F: 2 clusters Score -1769295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1758246.750000 Penalty: 4779.618164
	Iteration 0F: 3 clusters Score -1758247 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1761854.125000 Penalty: 4779.618164
	Iteration 1F: 3 clusters Score -1761854 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1762187.875000 Penalty: 4779.618164
	Iteration 2F: 3 clusters Score -1762188 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1762394.250000 Penalty: 4779.618164
	Iteration 3Q: 3 clusters Score -1762394 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1762538.375000 Penalty: 4779.618164
	Iteration 4Q: 3 clusters Score -1762538 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1762643.500000 Penalty: 4779.618164
	Iteration 5Q: 3 clusters Score -1762644 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1762746.375000 Penalty: 4779.618164
	Iteration 6Q: 3 clusters Score -1762746 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1762850.125000 Penalty: 4779.618164
	Iteration 7Q: 3 clusters Score -1762850 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1762942.125000 Penalty: 4779.618164
	Iteration 8Q: 3 clusters Score -1762942 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1763029.375000 Penalty: 4779.618164
	Iteration 9Q: 3 clusters Score -1763029 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1763113.750000 Penalty: 4779.618164
	Iteration 10Q: 3 clusters Score -1763114 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1763202.500000 Penalty: 4779.618164
	Iteration 11Q: 3 clusters Score -1763202 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1763294.000000 Penalty: 4779.618164
	Iteration 12Q: 3 clusters Score -1763294 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1763391.625000 Penalty: 4779.618164
	Iteration 13Q: 3 clusters Score -1763392 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1763511.125000 Penalty: 4779.618164
	Iteration 14Q: 3 clusters Score -1763511 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1763680.500000 Penalty: 4779.618164
	Iteration 15Q: 3 clusters Score -1763680 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1763887.625000 Penalty: 4779.618164
	Iteration 16Q: 3 clusters Score -1763888 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1764133.250000 Penalty: 4779.618164
	Iteration 17Q: 3 clusters Score -1764133 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1764439.750000 Penalty: 4779.618164
	Iteration 18Q: 3 clusters Score -1764440 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1764791.500000 Penalty: 4779.618164
	Iteration 19Q: 3 clusters Score -1764792 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1765191.875000 Penalty: 4779.618164
	Iteration 20F: 3 clusters Score -1765192 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1765571.250000 Penalty: 4779.618164
	Iteration 21Q: 3 clusters Score -1765571 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1765942.875000 Penalty: 4779.618164
	Iteration 22Q: 3 clusters Score -1765943 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1766290.125000 Penalty: 4779.618164
	Iteration 23Q: 3 clusters Score -1766290 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1766545.125000 Penalty: 4779.618164
	Iteration 24Q: 3 clusters Score -1766545 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1766744.500000 Penalty: 4779.618164
	Iteration 25Q: 3 clusters Score -1766744 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1766908.625000 Penalty: 4779.618164
	Iteration 26Q: 3 clusters Score -1766909 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1767037.875000 Penalty: 4779.618164
	Iteration 27Q: 3 clusters Score -1767038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1767110.750000 Penalty: 4779.618164
	Iteration 28Q: 3 clusters Score -1767111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1767154.000000 Penalty: 4779.618164
	Iteration 29Q: 3 clusters Score -1767154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1767192.625000 Penalty: 4779.618164
	Iteration 30Q: 3 clusters Score -1767193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1767211.500000 Penalty: 4779.618164
	Iteration 31Q: 3 clusters Score -1767212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1767230.750000 Penalty: 4779.618164
	Iteration 32Q: 3 clusters Score -1767231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1767250.250000 Penalty: 4779.618164
	Iteration 33Q: 3 clusters Score -1767250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1767258.750000 Penalty: 4779.618164
	Iteration 34Q: 3 clusters Score -1767259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1767265.875000 Penalty: 4779.618164
	Iteration 35Q: 3 clusters Score -1767266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1767264.750000 Penalty: 4779.618164
	Iteration 36Q: 3 clusters Score -1767265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1767268.125000 Penalty: 4779.618164
	Iteration 37Q: 3 clusters Score -1767268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1767269.625000 Penalty: 4779.618164
	Iteration 38Q: 3 clusters Score -1767270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1767274.000000 Penalty: 4779.618164
	Iteration 39Q: 3 clusters Score -1767274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1767279.625000 Penalty: 4779.618164
	Iteration 40F: 3 clusters Score -1767280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1767283.125000 Penalty: 4779.618164
	Iteration 41Q: 3 clusters Score -1767283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1767284.625000 Penalty: 4779.618164
	Iteration 42Q: 3 clusters Score -1767285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1767290.500000 Penalty: 4779.618164
	Iteration 43Q: 3 clusters Score -1767290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1767292.500000 Penalty: 4779.618164
	Iteration 44Q: 3 clusters Score -1767292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1767291.125000 Penalty: 4779.618164
	Iteration 45Q: 3 clusters Score -1767291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1767292.625000 Penalty: 4779.618164
	Iteration 46Q: 3 clusters Score -1767293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1767294.250000 Penalty: 4779.618164
	Iteration 47Q: 3 clusters Score -1767294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1767294.750000 Penalty: 4779.618164
	Iteration 48Q: 3 clusters Score -1767295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1767296.500000 Penalty: 4779.618164
	Iteration 49Q: 3 clusters Score -1767296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1767302.000000 Penalty: 4779.618164
	Iteration 50Q: 3 clusters Score -1767302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1767303.250000 Penalty: 4779.618164
	Iteration 51Q: 3 clusters Score -1767303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1767303.375000 Penalty: 4779.618164
	Iteration 52Q: 3 clusters Score -1767303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1767303.375000 Penalty: 4779.618164
	Iteration 53F: 3 clusters Score -1767303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -279265.750000 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -279265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -276266.218750 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -276266.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276861.500000 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -276861.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -277015.062500 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -277015.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -277103.187500 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -277103.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -277177.156250 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -277177.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -277246.593750 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -277246.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -277326.125000 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -277326.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -277418.125000 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -277418.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -277496.500000 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -277496.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -277543.875000 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -277543.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -277605.906250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -277605.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -277661.187500 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -277661.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277723.781250 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -277723.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -277777.312500 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -277777.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -277820.062500 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -277820.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -277854.937500 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -277854.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277883.906250 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -277883.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -277908.093750 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -277908.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -277930.500000 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -277930.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -277943.843750 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -277943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -277950.937500 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -277950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -277957.812500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -277957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -277967.406250 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -277967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -277973.093750 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -277973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -277978.687500 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -277978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -277982.531250 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -277982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -277986.437500 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -277986.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -277993.593750 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -277993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -278001.625000 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -278001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -278012.593750 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -278012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -278015.750000 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -278015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -278019.187500 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -278019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -278021.125000 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -278021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -278023.468750 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -278023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -278024.406250 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -278024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -278024.406250 Penalty: 3907.564941
	Iteration 35F: 3 clusters Score -278024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (43388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Entering Unmasked Estep 
Score: -5013059.500000 Penalty: 2648.128662
	Iteration 0F: 2 clusters Score -5013060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4983856.000000 Penalty: 5296.257324
	Iteration 0F: 3 clusters Score -4983856 nChanged 19895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4995244.000000 Penalty: 5296.257324
	Iteration 1F: 3 clusters Score -4995244 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -4996436.000000 Penalty: 5296.257324
	Iteration 2F: 3 clusters Score -4996436 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4998012.000000 Penalty: 5296.257324
	Iteration 3F: 3 clusters Score -4998012 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -5000081.000000 Penalty: 5296.257324
	Iteration 4F: 3 clusters Score -5000081 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -5002564.500000 Penalty: 5296.257324
	Iteration 5F: 3 clusters Score -5002564 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -5004943.500000 Penalty: 5296.257324
	Iteration 6F: 3 clusters Score -5004944 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5007003.500000 Penalty: 5296.257324
	Iteration 7F: 3 clusters Score -5007004 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5008526.000000 Penalty: 5296.257324
	Iteration 8Q: 3 clusters Score -5008526 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5009484.500000 Penalty: 5296.257324
	Iteration 9Q: 3 clusters Score -5009484 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5010022.500000 Penalty: 5296.257324
	Iteration 10Q: 3 clusters Score -5010022 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5010323.500000 Penalty: 5296.257324
	Iteration 11Q: 3 clusters Score -5010324 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5010505.000000 Penalty: 5296.257324
	Iteration 12Q: 3 clusters Score -5010505 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5010625.000000 Penalty: 5296.257324
	Iteration 13Q: 3 clusters Score -5010625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5010714.000000 Penalty: 5296.257324
	Iteration 14Q: 3 clusters Score -5010714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -5010752.500000 Penalty: 5296.257324
	Iteration 15Q: 3 clusters Score -5010752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5010802.500000 Penalty: 5296.257324
	Iteration 16Q: 3 clusters Score -5010802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5010812.500000 Penalty: 5296.257324
	Iteration 17Q: 3 clusters Score -5010812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5010825.500000 Penalty: 5296.257324
	Iteration 18Q: 3 clusters Score -5010826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -5010846.500000 Penalty: 5296.257324
	Iteration 19Q: 3 clusters Score -5010846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5010860.500000 Penalty: 5296.257324
	Iteration 20F: 3 clusters Score -5010860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5010869.000000 Penalty: 5296.257324
	Iteration 21Q: 3 clusters Score -5010869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5010879.500000 Penalty: 5296.257324
	Iteration 22Q: 3 clusters Score -5010880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5010883.500000 Penalty: 5296.257324
	Iteration 23Q: 3 clusters Score -5010884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5010895.000000 Penalty: 5296.257324
	Iteration 24Q: 3 clusters Score -5010895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5010897.000000 Penalty: 5296.257324
	Iteration 25Q: 3 clusters Score -5010897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5010888.500000 Penalty: 5296.257324
	Iteration 26Q: 3 clusters Score -5010888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5010902.000000 Penalty: 5296.257324
	Iteration 27Q: 3 clusters Score -5010902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5010918.000000 Penalty: 5296.257324
	Iteration 28Q: 3 clusters Score -5010918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5010921.000000 Penalty: 5296.257324
	Iteration 29Q: 3 clusters Score -5010921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5010931.000000 Penalty: 5296.257324
	Iteration 30Q: 3 clusters Score -5010931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5010934.500000 Penalty: 5296.257324
	Iteration 31Q: 3 clusters Score -5010934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -5010935.000000 Penalty: 5296.257324
	Iteration 32Q: 3 clusters Score -5010935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5010935.000000 Penalty: 5296.257324
	Iteration 33Q: 3 clusters Score -5010935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5010938.500000 Penalty: 5296.257324
	Iteration 34Q: 3 clusters Score -5010938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5010941.000000 Penalty: 5296.257324
	Iteration 35Q: 3 clusters Score -5010941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5010940.500000 Penalty: 5296.257324
	Iteration 36Q: 3 clusters Score -5010940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5010930.000000 Penalty: 5296.257324
	Iteration 37Q: 3 clusters Score -5010930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5010931.000000 Penalty: 5296.257324
	Iteration 38Q: 3 clusters Score -5010931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5010931.000000 Penalty: 5296.257324
	Iteration 39F: 3 clusters Score -5010931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Entering Unmasked Estep 
Score: -3810787.250000 Penalty: 2586.380859
	Iteration 0F: 2 clusters Score -3810787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3787758.250000 Penalty: 5172.761719
	Iteration 0F: 3 clusters Score -3787758 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3796267.000000 Penalty: 5172.761719
	Iteration 1F: 3 clusters Score -3796267 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3796886.750000 Penalty: 5172.761719
	Iteration 2Q: 3 clusters Score -3796887 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3797630.250000 Penalty: 5172.761719
	Iteration 3F: 3 clusters Score -3797630 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3798574.000000 Penalty: 5172.761719
	Iteration 4F: 3 clusters Score -3798574 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3799822.500000 Penalty: 5172.761719
	Iteration 5F: 3 clusters Score -3799822 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3801419.000000 Penalty: 5172.761719
	Iteration 6F: 3 clusters Score -3801419 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3803157.000000 Penalty: 5172.761719
	Iteration 7F: 3 clusters Score -3803157 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3804846.250000 Penalty: 5172.761719
	Iteration 8F: 3 clusters Score -3804846 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3806246.750000 Penalty: 5172.761719
	Iteration 9Q: 3 clusters Score -3806247 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -3807191.500000 Penalty: 5172.761719
	Iteration 10Q: 3 clusters Score -3807192 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -3807769.500000 Penalty: 5172.761719
	Iteration 11Q: 3 clusters Score -3807770 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3808096.250000 Penalty: 5172.761719
	Iteration 12Q: 3 clusters Score -3808096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3808285.250000 Penalty: 5172.761719
	Iteration 13Q: 3 clusters Score -3808285 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3808378.000000 Penalty: 5172.761719
	Iteration 14Q: 3 clusters Score -3808378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3808456.750000 Penalty: 5172.761719
	Iteration 15Q: 3 clusters Score -3808457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3808487.000000 Penalty: 5172.761719
	Iteration 16Q: 3 clusters Score -3808487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3808523.500000 Penalty: 5172.761719
	Iteration 17Q: 3 clusters Score -3808524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -3808542.000000 Penalty: 5172.761719
	Iteration 18Q: 3 clusters Score -3808542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3808559.250000 Penalty: 5172.761719
	Iteration 19Q: 3 clusters Score -3808559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3808567.000000 Penalty: 5172.761719
	Iteration 20F: 3 clusters Score -3808567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3808572.000000 Penalty: 5172.761719
	Iteration 21Q: 3 clusters Score -3808572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3808575.500000 Penalty: 5172.761719
	Iteration 22Q: 3 clusters Score -3808576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3808595.250000 Penalty: 5172.761719
	Iteration 23Q: 3 clusters Score -3808595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3808605.000000 Penalty: 5172.761719
	Iteration 24Q: 3 clusters Score -3808605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -3808621.000000 Penalty: 5172.761719
	Iteration 25Q: 3 clusters Score -3808621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -3808642.250000 Penalty: 5172.761719
	Iteration 26Q: 3 clusters Score -3808642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3808659.500000 Penalty: 5172.761719
	Iteration 27Q: 3 clusters Score -3808660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3808698.250000 Penalty: 5172.761719
	Iteration 28Q: 3 clusters Score -3808698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3808723.250000 Penalty: 5172.761719
	Iteration 29Q: 3 clusters Score -3808723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3808749.250000 Penalty: 5172.761719
	Iteration 30Q: 3 clusters Score -3808749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -3808762.500000 Penalty: 5172.761719
	Iteration 31Q: 3 clusters Score -3808762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3808775.000000 Penalty: 5172.761719
	Iteration 32Q: 3 clusters Score -3808775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -3808782.250000 Penalty: 5172.761719
	Iteration 33Q: 3 clusters Score -3808782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3808784.250000 Penalty: 5172.761719
	Iteration 34Q: 3 clusters Score -3808784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -3808793.750000 Penalty: 5172.761719
	Iteration 35Q: 3 clusters Score -3808794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -3808792.750000 Penalty: 5172.761719
	Iteration 36Q: 3 clusters Score -3808793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3808800.250000 Penalty: 5172.761719
	Iteration 37Q: 3 clusters Score -3808800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3808804.000000 Penalty: 5172.761719
	Iteration 38Q: 3 clusters Score -3808804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3808806.500000 Penalty: 5172.761719
	Iteration 39Q: 3 clusters Score -3808806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -3808807.250000 Penalty: 5172.761719
	Iteration 40F: 3 clusters Score -3808807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3808808.000000 Penalty: 5172.761719
	Iteration 41Q: 3 clusters Score -3808808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3808808.000000 Penalty: 5172.761719
	Iteration 42F: 3 clusters Score -3808808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -607135.062500 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -607135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -602438.375000 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -602438.4 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -603520.125000 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -603520.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -603729.687500 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -603729.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -603841.375000 Penalty: 4253.054688
	Iteration 3Q: 3 clusters Score -603841.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -603922.750000 Penalty: 4253.054688
	Iteration 4Q: 3 clusters Score -603922.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -603985.687500 Penalty: 4253.054688
	Iteration 5Q: 3 clusters Score -603985.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -604049.250000 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -604049.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -604095.187500 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -604095.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -604139.562500 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -604139.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -604182.937500 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -604182.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -604221.187500 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -604221.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -604253.000000 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -604253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -604288.437500 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -604288.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -604326.812500 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -604326.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -604369.625000 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -604369.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -604406.812500 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -604406.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -604437.875000 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -604437.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -604477.875000 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -604477.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -604516.875000 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -604516.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -604566.812500 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -604566.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -604609.062500 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -604609.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -604648.562500 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -604648.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -604686.062500 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -604686.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -604716.562500 Penalty: 4253.054688
	Iteration 23Q: 3 clusters Score -604716.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -604753.750000 Penalty: 4253.054688
	Iteration 24Q: 3 clusters Score -604753.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -604790.875000 Penalty: 4253.054688
	Iteration 25Q: 3 clusters Score -604790.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -604826.000000 Penalty: 4253.054688
	Iteration 26Q: 3 clusters Score -604826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -604851.437500 Penalty: 4253.054688
	Iteration 27Q: 3 clusters Score -604851.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -604875.437500 Penalty: 4253.054688
	Iteration 28Q: 3 clusters Score -604875.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -604904.000000 Penalty: 4253.054688
	Iteration 29Q: 3 clusters Score -604904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -604935.250000 Penalty: 4253.054688
	Iteration 30Q: 3 clusters Score -604935.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -604966.187500 Penalty: 4253.054688
	Iteration 31Q: 3 clusters Score -604966.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -605001.500000 Penalty: 4253.054688
	Iteration 32Q: 3 clusters Score -605001.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -605026.750000 Penalty: 4253.054688
	Iteration 33Q: 3 clusters Score -605026.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -605057.125000 Penalty: 4253.054688
	Iteration 34Q: 3 clusters Score -605057.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -605083.312500 Penalty: 4253.054688
	Iteration 35Q: 3 clusters Score -605083.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -605107.000000 Penalty: 4253.054688
	Iteration 36Q: 3 clusters Score -605107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -605140.562500 Penalty: 4253.054688
	Iteration 37Q: 3 clusters Score -605140.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -605170.812500 Penalty: 4253.054688
	Iteration 38Q: 3 clusters Score -605170.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -605195.437500 Penalty: 4253.054688
	Iteration 39Q: 3 clusters Score -605195.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -605218.000000 Penalty: 4253.054688
	Iteration 40F: 3 clusters Score -605218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -605236.187500 Penalty: 4253.054688
	Iteration 41Q: 3 clusters Score -605236.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -605251.187500 Penalty: 4253.054688
	Iteration 42Q: 3 clusters Score -605251.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -605266.562500 Penalty: 4253.054688
	Iteration 43Q: 3 clusters Score -605266.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -605277.937500 Penalty: 4253.054688
	Iteration 44Q: 3 clusters Score -605277.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -605286.875000 Penalty: 4253.054688
	Iteration 45Q: 3 clusters Score -605286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -605292.437500 Penalty: 4253.054688
	Iteration 46Q: 3 clusters Score -605292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -605296.312500 Penalty: 4253.054688
	Iteration 47Q: 3 clusters Score -605296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -605298.000000 Penalty: 4253.054688
	Iteration 48Q: 3 clusters Score -605298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -605298.687500 Penalty: 4253.054688
	Iteration 49Q: 3 clusters Score -605298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -605301.187500 Penalty: 4253.054688
	Iteration 50Q: 3 clusters Score -605301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -605301.187500 Penalty: 4253.054688
	Iteration 51Q: 3 clusters Score -605301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -605301.187500 Penalty: 4253.054688
	Iteration 52F: 3 clusters Score -605301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -508204.343750 Penalty: 2093.625488
	Iteration 0F: 2 clusters Score -508204.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -503898.750000 Penalty: 4187.250977
	Iteration 0F: 3 clusters Score -503898.8 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -505067.343750 Penalty: 4187.250977
	Iteration 1F: 3 clusters Score -505067.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -505434.468750 Penalty: 4187.250977
	Iteration 2F: 3 clusters Score -505434.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -505829.562500 Penalty: 4187.250977
	Iteration 3F: 3 clusters Score -505829.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -506243.406250 Penalty: 4187.250977
	Iteration 4F: 3 clusters Score -506243.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -506594.906250 Penalty: 4187.250977
	Iteration 5F: 3 clusters Score -506594.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -506884.781250 Penalty: 4187.250977
	Iteration 6F: 3 clusters Score -506884.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -507123.343750 Penalty: 4187.250977
	Iteration 7Q: 3 clusters Score -507123.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -507317.625000 Penalty: 4187.250977
	Iteration 8Q: 3 clusters Score -507317.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -507444.875000 Penalty: 4187.250977
	Iteration 9Q: 3 clusters Score -507444.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -507537.437500 Penalty: 4187.250977
	Iteration 10Q: 3 clusters Score -507537.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -507608.750000 Penalty: 4187.250977
	Iteration 11Q: 3 clusters Score -507608.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -507665.937500 Penalty: 4187.250977
	Iteration 12Q: 3 clusters Score -507665.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -507714.437500 Penalty: 4187.250977
	Iteration 13Q: 3 clusters Score -507714.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -507747.468750 Penalty: 4187.250977
	Iteration 14Q: 3 clusters Score -507747.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -507780.625000 Penalty: 4187.250977
	Iteration 15Q: 3 clusters Score -507780.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -507810.531250 Penalty: 4187.250977
	Iteration 16Q: 3 clusters Score -507810.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -507836.000000 Penalty: 4187.250977
	Iteration 17Q: 3 clusters Score -507836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -507860.500000 Penalty: 4187.250977
	Iteration 18Q: 3 clusters Score -507860.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -507890.312500 Penalty: 4187.250977
	Iteration 19Q: 3 clusters Score -507890.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -507913.250000 Penalty: 4187.250977
	Iteration 20F: 3 clusters Score -507913.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -507931.593750 Penalty: 4187.250977
	Iteration 21Q: 3 clusters Score -507931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -507954.625000 Penalty: 4187.250977
	Iteration 22Q: 3 clusters Score -507954.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -507975.437500 Penalty: 4187.250977
	Iteration 23Q: 3 clusters Score -507975.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -507992.906250 Penalty: 4187.250977
	Iteration 24Q: 3 clusters Score -507992.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -508009.718750 Penalty: 4187.250977
	Iteration 25Q: 3 clusters Score -508009.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -508023.125000 Penalty: 4187.250977
	Iteration 26Q: 3 clusters Score -508023.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -508031.843750 Penalty: 4187.250977
	Iteration 27Q: 3 clusters Score -508031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -508037.593750 Penalty: 4187.250977
	Iteration 28Q: 3 clusters Score -508037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -508042.750000 Penalty: 4187.250977
	Iteration 29Q: 3 clusters Score -508042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -508046.093750 Penalty: 4187.250977
	Iteration 30Q: 3 clusters Score -508046.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -508049.187500 Penalty: 4187.250977
	Iteration 31Q: 3 clusters Score -508049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -508050.218750 Penalty: 4187.250977
	Iteration 32Q: 3 clusters Score -508050.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -508050.218750 Penalty: 4187.250977
	Iteration 33F: 3 clusters Score -508050.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -852237.062500 Penalty: 2230.800781
	Iteration 0F: 2 clusters Score -852237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -845755.875000 Penalty: 4461.601562
	Iteration 0F: 3 clusters Score -845755.9 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -847555.687500 Penalty: 4461.601562
	Iteration 1F: 3 clusters Score -847555.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -847898.312500 Penalty: 4461.601562
	Iteration 2F: 3 clusters Score -847898.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -848135.750000 Penalty: 4461.601562
	Iteration 3F: 3 clusters Score -848135.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -848317.312500 Penalty: 4461.601562
	Iteration 4Q: 3 clusters Score -848317.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -848506.250000 Penalty: 4461.601562
	Iteration 5Q: 3 clusters Score -848506.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -848714.375000 Penalty: 4461.601562
	Iteration 6Q: 3 clusters Score -848714.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -848902.125000 Penalty: 4461.601562
	Iteration 7Q: 3 clusters Score -848902.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -849056.625000 Penalty: 4461.601562
	Iteration 8Q: 3 clusters Score -849056.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -849202.187500 Penalty: 4461.601562
	Iteration 9Q: 3 clusters Score -849202.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -849318.312500 Penalty: 4461.601562
	Iteration 10Q: 3 clusters Score -849318.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -849438.000000 Penalty: 4461.601562
	Iteration 11Q: 3 clusters Score -849438 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -849543.750000 Penalty: 4461.601562
	Iteration 12Q: 3 clusters Score -849543.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -849630.375000 Penalty: 4461.601562
	Iteration 13Q: 3 clusters Score -849630.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -849718.437500 Penalty: 4461.601562
	Iteration 14Q: 3 clusters Score -849718.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -849790.687500 Penalty: 4461.601562
	Iteration 15Q: 3 clusters Score -849790.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -849858.312500 Penalty: 4461.601562
	Iteration 16Q: 3 clusters Score -849858.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -849916.437500 Penalty: 4461.601562
	Iteration 17Q: 3 clusters Score -849916.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -849968.125000 Penalty: 4461.601562
	Iteration 18Q: 3 clusters Score -849968.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -850039.125000 Penalty: 4461.601562
	Iteration 19Q: 3 clusters Score -850039.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -850113.937500 Penalty: 4461.601562
	Iteration 20F: 3 clusters Score -850113.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -850193.500000 Penalty: 4461.601562
	Iteration 21Q: 3 clusters Score -850193.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -850259.625000 Penalty: 4461.601562
	Iteration 22Q: 3 clusters Score -850259.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -850315.937500 Penalty: 4461.601562
	Iteration 23Q: 3 clusters Score -850315.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -850363.875000 Penalty: 4461.601562
	Iteration 24Q: 3 clusters Score -850363.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -850417.875000 Penalty: 4461.601562
	Iteration 25Q: 3 clusters Score -850417.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -850474.187500 Penalty: 4461.601562
	Iteration 26Q: 3 clusters Score -850474.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -850530.250000 Penalty: 4461.601562
	Iteration 27Q: 3 clusters Score -850530.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -850582.375000 Penalty: 4461.601562
	Iteration 28Q: 3 clusters Score -850582.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -850633.562500 Penalty: 4461.601562
	Iteration 29Q: 3 clusters Score -850633.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -850672.937500 Penalty: 4461.601562
	Iteration 30Q: 3 clusters Score -850672.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -850708.812500 Penalty: 4461.601562
	Iteration 31Q: 3 clusters Score -850708.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -850745.187500 Penalty: 4461.601562
	Iteration 32Q: 3 clusters Score -850745.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -850784.687500 Penalty: 4461.601562
	Iteration 33Q: 3 clusters Score -850784.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -850817.250000 Penalty: 4461.601562
	Iteration 34Q: 3 clusters Score -850817.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -850845.250000 Penalty: 4461.601562
	Iteration 35Q: 3 clusters Score -850845.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -850870.187500 Penalty: 4461.601562
	Iteration 36Q: 3 clusters Score -850870.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -850896.875000 Penalty: 4461.601562
	Iteration 37Q: 3 clusters Score -850896.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -850923.500000 Penalty: 4461.601562
	Iteration 38Q: 3 clusters Score -850923.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -850943.437500 Penalty: 4461.601562
	Iteration 39Q: 3 clusters Score -850943.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -850962.750000 Penalty: 4461.601562
	Iteration 40F: 3 clusters Score -850962.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -850986.562500 Penalty: 4461.601562
	Iteration 41Q: 3 clusters Score -850986.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -851006.937500 Penalty: 4461.601562
	Iteration 42Q: 3 clusters Score -851006.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -851023.187500 Penalty: 4461.601562
	Iteration 43Q: 3 clusters Score -851023.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -851040.187500 Penalty: 4461.601562
	Iteration 44Q: 3 clusters Score -851040.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -851061.125000 Penalty: 4461.601562
	Iteration 45Q: 3 clusters Score -851061.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -851080.250000 Penalty: 4461.601562
	Iteration 46Q: 3 clusters Score -851080.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -851102.062500 Penalty: 4461.601562
	Iteration 47Q: 3 clusters Score -851102.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -851134.812500 Penalty: 4461.601562
	Iteration 48Q: 3 clusters Score -851134.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -851174.687500 Penalty: 4461.601562
	Iteration 49Q: 3 clusters Score -851174.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -851212.250000 Penalty: 4461.601562
	Iteration 50Q: 3 clusters Score -851212.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -851247.437500 Penalty: 4461.601562
	Iteration 51Q: 3 clusters Score -851247.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -851290.125000 Penalty: 4461.601562
	Iteration 52Q: 3 clusters Score -851290.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -851334.562500 Penalty: 4461.601562
	Iteration 53Q: 3 clusters Score -851334.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -851367.750000 Penalty: 4461.601562
	Iteration 54Q: 3 clusters Score -851367.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -851394.812500 Penalty: 4461.601562
	Iteration 55Q: 3 clusters Score -851394.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -851415.687500 Penalty: 4461.601562
	Iteration 56Q: 3 clusters Score -851415.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -851438.562500 Penalty: 4461.601562
	Iteration 57Q: 3 clusters Score -851438.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -851459.687500 Penalty: 4461.601562
	Iteration 58Q: 3 clusters Score -851459.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -851477.125000 Penalty: 4461.601562
	Iteration 59Q: 3 clusters Score -851477.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -851489.000000 Penalty: 4461.601562
	Iteration 60F: 3 clusters Score -851489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -851501.000000 Penalty: 4461.601562
	Iteration 61Q: 3 clusters Score -851501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -851507.625000 Penalty: 4461.601562
	Iteration 62Q: 3 clusters Score -851507.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -851511.750000 Penalty: 4461.601562
	Iteration 63Q: 3 clusters Score -851511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -851512.875000 Penalty: 4461.601562
	Iteration 64Q: 3 clusters Score -851512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -851512.562500 Penalty: 4461.601562
	Iteration 65Q: 3 clusters Score -851512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -851514.312500 Penalty: 4461.601562
	Iteration 66Q: 3 clusters Score -851514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -851514.312500 Penalty: 4461.601562
	Iteration 67F: 3 clusters Score -851514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Entering Unmasked Estep 
Score: -2454013.750000 Penalty: 2472.519531
	Iteration 0F: 2 clusters Score -2454014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2439162.750000 Penalty: 4945.039062
	Iteration 0F: 3 clusters Score -2439163 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2444242.250000 Penalty: 4945.039062
	Iteration 1F: 3 clusters Score -2444242 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2444654.750000 Penalty: 4945.039062
	Iteration 2F: 3 clusters Score -2444655 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2445015.000000 Penalty: 4945.039062
	Iteration 3Q: 3 clusters Score -2445015 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2445386.750000 Penalty: 4945.039062
	Iteration 4Q: 3 clusters Score -2445387 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2445811.750000 Penalty: 4945.039062
	Iteration 5Q: 3 clusters Score -2445812 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2446329.750000 Penalty: 4945.039062
	Iteration 6Q: 3 clusters Score -2446330 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2447033.750000 Penalty: 4945.039062
	Iteration 7F: 3 clusters Score -2447034 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2447917.000000 Penalty: 4945.039062
	Iteration 8F: 3 clusters Score -2447917 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2448881.000000 Penalty: 4945.039062
	Iteration 9F: 3 clusters Score -2448881 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2449808.750000 Penalty: 4945.039062
	Iteration 10F: 3 clusters Score -2449809 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2450592.000000 Penalty: 4945.039062
	Iteration 11Q: 3 clusters Score -2450592 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2451097.750000 Penalty: 4945.039062
	Iteration 12Q: 3 clusters Score -2451098 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2451397.500000 Penalty: 4945.039062
	Iteration 13Q: 3 clusters Score -2451398 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2451558.500000 Penalty: 4945.039062
	Iteration 14Q: 3 clusters Score -2451558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2451675.750000 Penalty: 4945.039062
	Iteration 15Q: 3 clusters Score -2451676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2451742.000000 Penalty: 4945.039062
	Iteration 16Q: 3 clusters Score -2451742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2451787.000000 Penalty: 4945.039062
	Iteration 17Q: 3 clusters Score -2451787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2451820.000000 Penalty: 4945.039062
	Iteration 18Q: 3 clusters Score -2451820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2451838.750000 Penalty: 4945.039062
	Iteration 19Q: 3 clusters Score -2451839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2451841.250000 Penalty: 4945.039062
	Iteration 20F: 3 clusters Score -2451841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2451848.250000 Penalty: 4945.039062
	Iteration 21Q: 3 clusters Score -2451848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2451854.000000 Penalty: 4945.039062
	Iteration 22Q: 3 clusters Score -2451854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2451853.750000 Penalty: 4945.039062
	Iteration 23Q: 3 clusters Score -2451854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2451854.500000 Penalty: 4945.039062
	Iteration 24Q: 3 clusters Score -2451854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2451857.250000 Penalty: 4945.039062
	Iteration 25Q: 3 clusters Score -2451857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2451859.750000 Penalty: 4945.039062
	Iteration 26Q: 3 clusters Score -2451860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2451869.250000 Penalty: 4945.039062
	Iteration 27Q: 3 clusters Score -2451869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2451869.750000 Penalty: 4945.039062
	Iteration 28Q: 3 clusters Score -2451870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2451868.750000 Penalty: 4945.039062
	Iteration 29Q: 3 clusters Score -2451869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2451868.750000 Penalty: 4945.039062
	Iteration 30F: 3 clusters Score -2451869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -664851.375000 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -664851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -659412.437500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -659412.4 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -660973.437500 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -660973.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -661393.250000 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -661393.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -661745.375000 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -661745.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -662075.812500 Penalty: 4352.519531
	Iteration 4F: 3 clusters Score -662075.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -662388.062500 Penalty: 4352.519531
	Iteration 5F: 3 clusters Score -662388.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -662644.187500 Penalty: 4352.519531
	Iteration 6F: 3 clusters Score -662644.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -662841.000000 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -662841 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -662996.812500 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -662996.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -663142.562500 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -663142.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -663266.125000 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -663266.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -663399.000000 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -663399 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -663478.625000 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -663478.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -663520.812500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -663520.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -663550.125000 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -663550.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -663568.875000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -663568.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -663588.937500 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -663588.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -663602.000000 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -663602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -663613.812500 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -663613.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -663626.500000 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -663626.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -663636.750000 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -663636.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -663644.812500 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -663644.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -663651.812500 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -663651.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -663661.000000 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -663661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -663666.687500 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -663666.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -663673.000000 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -663673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -663683.625000 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -663683.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -663692.375000 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -663692.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -663698.062500 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -663698.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -663704.687500 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -663704.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -663709.000000 Penalty: 4352.519531
	Iteration 30Q: 3 clusters Score -663709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -663714.812500 Penalty: 4352.519531
	Iteration 31Q: 3 clusters Score -663714.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -663722.000000 Penalty: 4352.519531
	Iteration 32Q: 3 clusters Score -663722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -663726.750000 Penalty: 4352.519531
	Iteration 33Q: 3 clusters Score -663726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -663729.625000 Penalty: 4352.519531
	Iteration 34Q: 3 clusters Score -663729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -663734.062500 Penalty: 4352.519531
	Iteration 35Q: 3 clusters Score -663734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -663740.125000 Penalty: 4352.519531
	Iteration 36Q: 3 clusters Score -663740.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -663745.562500 Penalty: 4352.519531
	Iteration 37Q: 3 clusters Score -663745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -663747.187500 Penalty: 4352.519531
	Iteration 38Q: 3 clusters Score -663747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -663749.250000 Penalty: 4352.519531
	Iteration 39Q: 3 clusters Score -663749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -663750.562500 Penalty: 4352.519531
	Iteration 40F: 3 clusters Score -663750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -663750.062500 Penalty: 4352.519531
	Iteration 41Q: 3 clusters Score -663750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -663751.125000 Penalty: 4352.519531
	Iteration 42Q: 3 clusters Score -663751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -663753.000000 Penalty: 4352.519531
	Iteration 43Q: 3 clusters Score -663753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -663753.250000 Penalty: 4352.519531
	Iteration 44Q: 3 clusters Score -663753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -663756.000000 Penalty: 4352.519531
	Iteration 45Q: 3 clusters Score -663756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -663756.375000 Penalty: 4352.519531
	Iteration 46Q: 3 clusters Score -663756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -663756.500000 Penalty: 4352.519531
	Iteration 47Q: 3 clusters Score -663756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -663756.125000 Penalty: 4352.519531
	Iteration 48Q: 3 clusters Score -663756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -663756.750000 Penalty: 4352.519531
	Iteration 49Q: 3 clusters Score -663756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -663757.312500 Penalty: 4352.519531
	Iteration 50Q: 3 clusters Score -663757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -663757.812500 Penalty: 4352.519531
	Iteration 51Q: 3 clusters Score -663757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -663757.937500 Penalty: 4352.519531
	Iteration 52Q: 3 clusters Score -663757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -663758.312500 Penalty: 4352.519531
	Iteration 53Q: 3 clusters Score -663758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -663760.812500 Penalty: 4352.519531
	Iteration 54Q: 3 clusters Score -663760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -663760.375000 Penalty: 4352.519531
	Iteration 55Q: 3 clusters Score -663760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -663760.125000 Penalty: 4352.519531
	Iteration 56Q: 3 clusters Score -663760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -663761.375000 Penalty: 4352.519531
	Iteration 57Q: 3 clusters Score -663761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -663763.062500 Penalty: 4352.519531
	Iteration 58Q: 3 clusters Score -663763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -663762.187500 Penalty: 4352.519531
	Iteration 59Q: 3 clusters Score -663762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -663762.187500 Penalty: 4352.519531
	Iteration 60F: 3 clusters Score -663762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -576595.687500 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -576595.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -571861.875000 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -571861.9 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -573105.125000 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -573105.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -573433.687500 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -573433.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -573677.625000 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -573677.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -573905.937500 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -573905.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -574143.062500 Penalty: 4257.622559
	Iteration 5F: 3 clusters Score -574143.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -574333.187500 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -574333.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -574515.437500 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -574515.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -574677.125000 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -574677.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -574824.625000 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -574824.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -574950.812500 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -574950.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -575030.312500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -575030.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -575095.500000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -575095.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -575143.437500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -575143.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -575181.500000 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -575181.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -575206.625000 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -575206.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -575226.750000 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -575226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -575245.875000 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -575245.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -575254.437500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -575254.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -575260.000000 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -575260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -575267.875000 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -575267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -575272.812500 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -575272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -575276.812500 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -575276.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -575280.437500 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -575280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -575284.875000 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -575284.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -575289.125000 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -575289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -575292.937500 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -575292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -575296.125000 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -575296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -575298.750000 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -575298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -575301.625000 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -575301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -575305.375000 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -575305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -575306.375000 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -575306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -575307.750000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -575307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -575307.375000 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -575307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -575309.312500 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -575309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -575310.125000 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -575310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -575311.187500 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -575311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -575312.437500 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -575312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -575316.125000 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -575316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -575316.687500 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -575316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -575316.687500 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -575316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -575316.437500 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -575316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -575316.500000 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -575316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -575316.500000 Penalty: 4257.622559
	Iteration 43F: 3 clusters Score -575316.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Entering Unmasked Estep 
Score: -834386.812500 Penalty: 2209.222168
	Iteration 0F: 2 clusters Score -834386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -828350.062500 Penalty: 4418.444336
	Iteration 0F: 3 clusters Score -828350.1 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -829938.062500 Penalty: 4418.444336
	Iteration 1F: 3 clusters Score -829938.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -830218.375000 Penalty: 4418.444336
	Iteration 2F: 3 clusters Score -830218.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -830434.437500 Penalty: 4418.444336
	Iteration 3F: 3 clusters Score -830434.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -830672.812500 Penalty: 4418.444336
	Iteration 4Q: 3 clusters Score -830672.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -830890.125000 Penalty: 4418.444336
	Iteration 5Q: 3 clusters Score -830890.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -831049.187500 Penalty: 4418.444336
	Iteration 6Q: 3 clusters Score -831049.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -831157.812500 Penalty: 4418.444336
	Iteration 7Q: 3 clusters Score -831157.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -831258.625000 Penalty: 4418.444336
	Iteration 8Q: 3 clusters Score -831258.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -831357.687500 Penalty: 4418.444336
	Iteration 9Q: 3 clusters Score -831357.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -831475.062500 Penalty: 4418.444336
	Iteration 10Q: 3 clusters Score -831475.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -831601.187500 Penalty: 4418.444336
	Iteration 11Q: 3 clusters Score -831601.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -831751.750000 Penalty: 4418.444336
	Iteration 12Q: 3 clusters Score -831751.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -831922.375000 Penalty: 4418.444336
	Iteration 13Q: 3 clusters Score -831922.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -832084.625000 Penalty: 4418.444336
	Iteration 14Q: 3 clusters Score -832084.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -832178.312500 Penalty: 4418.444336
	Iteration 15Q: 3 clusters Score -832178.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -832249.187500 Penalty: 4418.444336
	Iteration 16Q: 3 clusters Score -832249.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -832322.062500 Penalty: 4418.444336
	Iteration 17Q: 3 clusters Score -832322.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -832389.625000 Penalty: 4418.444336
	Iteration 18Q: 3 clusters Score -832389.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -832477.937500 Penalty: 4418.444336
	Iteration 19Q: 3 clusters Score -832477.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -832583.375000 Penalty: 4418.444336
	Iteration 20F: 3 clusters Score -832583.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -832695.812500 Penalty: 4418.444336
	Iteration 21Q: 3 clusters Score -832695.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -832796.625000 Penalty: 4418.444336
	Iteration 22Q: 3 clusters Score -832796.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -832883.000000 Penalty: 4418.444336
	Iteration 23Q: 3 clusters Score -832883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -832954.625000 Penalty: 4418.444336
	Iteration 24Q: 3 clusters Score -832954.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -833005.562500 Penalty: 4418.444336
	Iteration 25Q: 3 clusters Score -833005.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -833042.000000 Penalty: 4418.444336
	Iteration 26Q: 3 clusters Score -833042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -833074.250000 Penalty: 4418.444336
	Iteration 27Q: 3 clusters Score -833074.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -833094.625000 Penalty: 4418.444336
	Iteration 28Q: 3 clusters Score -833094.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -833111.062500 Penalty: 4418.444336
	Iteration 29Q: 3 clusters Score -833111.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -833123.625000 Penalty: 4418.444336
	Iteration 30Q: 3 clusters Score -833123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -833135.937500 Penalty: 4418.444336
	Iteration 31Q: 3 clusters Score -833135.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -833145.812500 Penalty: 4418.444336
	Iteration 32Q: 3 clusters Score -833145.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -833152.312500 Penalty: 4418.444336
	Iteration 33Q: 3 clusters Score -833152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -833155.687500 Penalty: 4418.444336
	Iteration 34Q: 3 clusters Score -833155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -833157.937500 Penalty: 4418.444336
	Iteration 35Q: 3 clusters Score -833157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -833162.250000 Penalty: 4418.444336
	Iteration 36Q: 3 clusters Score -833162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -833165.937500 Penalty: 4418.444336
	Iteration 37Q: 3 clusters Score -833165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -833167.937500 Penalty: 4418.444336
	Iteration 38Q: 3 clusters Score -833167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -833169.375000 Penalty: 4418.444336
	Iteration 39Q: 3 clusters Score -833169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -833173.125000 Penalty: 4418.444336
	Iteration 40F: 3 clusters Score -833173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -833175.875000 Penalty: 4418.444336
	Iteration 41Q: 3 clusters Score -833175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -833176.625000 Penalty: 4418.444336
	Iteration 42Q: 3 clusters Score -833176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -833178.125000 Penalty: 4418.444336
	Iteration 43Q: 3 clusters Score -833178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -833178.125000 Penalty: 4418.444336
	Iteration 44F: 3 clusters Score -833178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -189212.343750 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -189212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186749.343750 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -186749.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -187151.640625 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -187151.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187250.609375 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -187250.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187294.000000 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -187294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -187330.906250 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -187330.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -187361.640625 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -187361.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -187381.625000 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -187381.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -187391.578125 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -187391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -187402.359375 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -187402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -187415.703125 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -187415.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187426.375000 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -187426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187439.281250 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -187439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187447.734375 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -187447.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -187453.546875 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -187453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -187456.093750 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -187456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -187457.796875 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -187457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -187458.750000 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -187458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -187458.750000 Penalty: 3688.562256
	Iteration 17F: 3 clusters Score -187458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -180996.796875 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -180996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -178527.984375 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -178528 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179003.953125 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -179004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -179132.000000 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -179132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -179180.656250 Penalty: 3698.401611
	Iteration 3Q: 3 clusters Score -179180.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179204.578125 Penalty: 3698.401611
	Iteration 4Q: 3 clusters Score -179204.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179226.609375 Penalty: 3698.401611
	Iteration 5Q: 3 clusters Score -179226.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179245.406250 Penalty: 3698.401611
	Iteration 6Q: 3 clusters Score -179245.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -179277.859375 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -179277.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179303.687500 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -179303.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179320.421875 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -179320.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179335.828125 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -179335.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -179357.328125 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -179357.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179376.953125 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -179377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179395.734375 Penalty: 3698.401611
	Iteration 13Q: 3 clusters Score -179395.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -179417.562500 Penalty: 3698.401611
	Iteration 14Q: 3 clusters Score -179417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179429.203125 Penalty: 3698.401611
	Iteration 15Q: 3 clusters Score -179429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -179435.390625 Penalty: 3698.401611
	Iteration 16Q: 3 clusters Score -179435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179441.890625 Penalty: 3698.401611
	Iteration 17Q: 3 clusters Score -179441.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -179450.609375 Penalty: 3698.401611
	Iteration 18Q: 3 clusters Score -179450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179457.781250 Penalty: 3698.401611
	Iteration 19Q: 3 clusters Score -179457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179461.453125 Penalty: 3698.401611
	Iteration 20F: 3 clusters Score -179461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -179464.312500 Penalty: 3698.401611
	Iteration 21Q: 3 clusters Score -179464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179466.656250 Penalty: 3698.401611
	Iteration 22Q: 3 clusters Score -179466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179467.359375 Penalty: 3698.401611
	Iteration 23Q: 3 clusters Score -179467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179467.703125 Penalty: 3698.401611
	Iteration 24Q: 3 clusters Score -179467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -179468.046875 Penalty: 3698.401611
	Iteration 25Q: 3 clusters Score -179468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -179468.484375 Penalty: 3698.401611
	Iteration 26Q: 3 clusters Score -179468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -179469.375000 Penalty: 3698.401611
	Iteration 27Q: 3 clusters Score -179469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -179470.515625 Penalty: 3698.401611
	Iteration 28Q: 3 clusters Score -179470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -179470.484375 Penalty: 3698.401611
	Iteration 29Q: 3 clusters Score -179470.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -179470.484375 Penalty: 3698.401611
	Iteration 30F: 3 clusters Score -179470.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -639514.125000 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -639514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -634561.250000 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -634561.2 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -635916.437500 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -635916.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -636299.562500 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -636299.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -636647.812500 Penalty: 4293.763672
	Iteration 3F: 3 clusters Score -636647.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -637048.500000 Penalty: 4293.763672
	Iteration 4F: 3 clusters Score -637048.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -637458.875000 Penalty: 4293.763672
	Iteration 5F: 3 clusters Score -637458.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -637816.187500 Penalty: 4293.763672
	Iteration 6F: 3 clusters Score -637816.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -638151.750000 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -638151.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -638493.750000 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -638493.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -638881.812500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -638881.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -639223.250000 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -639223.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -639466.812500 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -639466.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -639573.000000 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -639573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -639635.312500 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -639635.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -639669.750000 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -639669.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -639684.875000 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -639684.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -639692.187500 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -639692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -639700.937500 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -639700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -639708.000000 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -639708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -639718.375000 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -639718.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -639721.125000 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -639721.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -639726.437500 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -639726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -639728.875000 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -639728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -639731.562500 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -639731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -639731.000000 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -639731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -639731.062500 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -639731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -639733.250000 Penalty: 4293.763672
	Iteration 26Q: 3 clusters Score -639733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -639733.687500 Penalty: 4293.763672
	Iteration 27Q: 3 clusters Score -639733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -639732.687500 Penalty: 4293.763672
	Iteration 28Q: 3 clusters Score -639732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -639732.687500 Penalty: 4293.763672
	Iteration 29F: 3 clusters Score -639732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 107821 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51282 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57742 members 
Mstep: Class 16 contains 51611 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248020 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140178 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25057 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11196 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169322 members 
Mstep: Class 34 contains 5040 members 
Mstep: Class 35 contains 60807 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9374 members 
Mstep: Class 43 contains 10016 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21372 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 2560 members 
Mstep: Class 62 contains 3348 members 
Mstep: Class 63 contains 27511 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29558 members 
Mstep: Class 70 contains 13055 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 13654 members 
Mstep: Class 75 contains 11898 members 
Mstep: Class 76 contains 11185 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22471 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7268 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8144 members 
Mstep: Class 88 contains 7489 members 
Mstep: Class 89 contains 7549 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8460 members 
Mstep: Class 94 contains 4897 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10253 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6904 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Mstep: Class 106 contains 3189 members 
Entering Unmasked Estep 
Score: -212288464.000000 Penalty: 380867.500000
Splitting cluster 61 changes total score from -212289568.000000 to -212288464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (3348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Entering Unmasked Estep 
Score: -317215.656250 Penalty: 2012.797363
	Iteration 0F: 2 clusters Score -317215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -313772.437500 Penalty: 4025.594727
	Iteration 0F: 3 clusters Score -313772.4 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -314530.562500 Penalty: 4025.594727
	Iteration 1F: 3 clusters Score -314530.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314751.312500 Penalty: 4025.594727
	Iteration 2F: 3 clusters Score -314751.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -314943.343750 Penalty: 4025.594727
	Iteration 3F: 3 clusters Score -314943.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -315078.125000 Penalty: 4025.594727
	Iteration 4Q: 3 clusters Score -315078.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -315175.562500 Penalty: 4025.594727
	Iteration 5Q: 3 clusters Score -315175.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -315268.406250 Penalty: 4025.594727
	Iteration 6Q: 3 clusters Score -315268.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -315343.718750 Penalty: 4025.594727
	Iteration 7Q: 3 clusters Score -315343.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -315399.218750 Penalty: 4025.594727
	Iteration 8Q: 3 clusters Score -315399.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -315440.031250 Penalty: 4025.594727
	Iteration 9Q: 3 clusters Score -315440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -315467.937500 Penalty: 4025.594727
	Iteration 10Q: 3 clusters Score -315467.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -315495.625000 Penalty: 4025.594727
	Iteration 11Q: 3 clusters Score -315495.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -315523.531250 Penalty: 4025.594727
	Iteration 12Q: 3 clusters Score -315523.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -315546.687500 Penalty: 4025.594727
	Iteration 13Q: 3 clusters Score -315546.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -315562.218750 Penalty: 4025.594727
	Iteration 14Q: 3 clusters Score -315562.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315584.218750 Penalty: 4025.594727
	Iteration 15Q: 3 clusters Score -315584.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315596.000000 Penalty: 4025.594727
	Iteration 16Q: 3 clusters Score -315596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -315608.718750 Penalty: 4025.594727
	Iteration 17Q: 3 clusters Score -315608.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -315625.562500 Penalty: 4025.594727
	Iteration 18Q: 3 clusters Score -315625.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -315639.750000 Penalty: 4025.594727
	Iteration 19Q: 3 clusters Score -315639.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -315648.218750 Penalty: 4025.594727
	Iteration 20F: 3 clusters Score -315648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315653.500000 Penalty: 4025.594727
	Iteration 21Q: 3 clusters Score -315653.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -315662.625000 Penalty: 4025.594727
	Iteration 22Q: 3 clusters Score -315662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -315673.031250 Penalty: 4025.594727
	Iteration 23Q: 3 clusters Score -315673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315682.062500 Penalty: 4025.594727
	Iteration 24Q: 3 clusters Score -315682.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -315690.218750 Penalty: 4025.594727
	Iteration 25Q: 3 clusters Score -315690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -315699.343750 Penalty: 4025.594727
	Iteration 26Q: 3 clusters Score -315699.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -315708.093750 Penalty: 4025.594727
	Iteration 27Q: 3 clusters Score -315708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -315711.937500 Penalty: 4025.594727
	Iteration 28Q: 3 clusters Score -315711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -315713.812500 Penalty: 4025.594727
	Iteration 29Q: 3 clusters Score -315713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -315715.656250 Penalty: 4025.594727
	Iteration 30Q: 3 clusters Score -315715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -315715.875000 Penalty: 4025.594727
	Iteration 31Q: 3 clusters Score -315715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -315717.531250 Penalty: 4025.594727
	Iteration 32Q: 3 clusters Score -315717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -315720.125000 Penalty: 4025.594727
	Iteration 33Q: 3 clusters Score -315720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -315724.375000 Penalty: 4025.594727
	Iteration 34Q: 3 clusters Score -315724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -315727.437500 Penalty: 4025.594727
	Iteration 35Q: 3 clusters Score -315727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -315728.750000 Penalty: 4025.594727
	Iteration 36Q: 3 clusters Score -315728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -315731.437500 Penalty: 4025.594727
	Iteration 37Q: 3 clusters Score -315731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -315734.093750 Penalty: 4025.594727
	Iteration 38Q: 3 clusters Score -315734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -315738.375000 Penalty: 4025.594727
	Iteration 39Q: 3 clusters Score -315738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -315742.125000 Penalty: 4025.594727
	Iteration 40F: 3 clusters Score -315742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -315747.093750 Penalty: 4025.594727
	Iteration 41Q: 3 clusters Score -315747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -315751.312500 Penalty: 4025.594727
	Iteration 42Q: 3 clusters Score -315751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -315752.468750 Penalty: 4025.594727
	Iteration 43Q: 3 clusters Score -315752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -315754.937500 Penalty: 4025.594727
	Iteration 44Q: 3 clusters Score -315754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -315755.656250 Penalty: 4025.594727
	Iteration 45Q: 3 clusters Score -315755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -315756.531250 Penalty: 4025.594727
	Iteration 46Q: 3 clusters Score -315756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -315756.531250 Penalty: 4025.594727
	Iteration 47F: 3 clusters Score -315756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (27511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Entering Unmasked Estep 
Score: -3178557.000000 Penalty: 2535.140625
	Iteration 0F: 2 clusters Score -3178557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3159556.000000 Penalty: 5070.281250
	Iteration 0F: 3 clusters Score -3159556 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3166399.750000 Penalty: 5070.281250
	Iteration 1F: 3 clusters Score -3166400 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3167038.250000 Penalty: 5070.281250
	Iteration 2F: 3 clusters Score -3167038 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3167664.500000 Penalty: 5070.281250
	Iteration 3F: 3 clusters Score -3167664 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3168273.750000 Penalty: 5070.281250
	Iteration 4F: 3 clusters Score -3168274 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3168854.250000 Penalty: 5070.281250
	Iteration 5Q: 3 clusters Score -3168854 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3169451.000000 Penalty: 5070.281250
	Iteration 6Q: 3 clusters Score -3169451 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3170069.500000 Penalty: 5070.281250
	Iteration 7Q: 3 clusters Score -3170070 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3170770.000000 Penalty: 5070.281250
	Iteration 8Q: 3 clusters Score -3170770 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3171476.750000 Penalty: 5070.281250
	Iteration 9Q: 3 clusters Score -3171477 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3172174.750000 Penalty: 5070.281250
	Iteration 10Q: 3 clusters Score -3172175 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3172697.500000 Penalty: 5070.281250
	Iteration 11Q: 3 clusters Score -3172698 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3173043.500000 Penalty: 5070.281250
	Iteration 12Q: 3 clusters Score -3173044 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3173295.500000 Penalty: 5070.281250
	Iteration 13Q: 3 clusters Score -3173296 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3173483.250000 Penalty: 5070.281250
	Iteration 14Q: 3 clusters Score -3173483 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3173599.750000 Penalty: 5070.281250
	Iteration 15Q: 3 clusters Score -3173600 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3173698.750000 Penalty: 5070.281250
	Iteration 16Q: 3 clusters Score -3173699 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3173755.000000 Penalty: 5070.281250
	Iteration 17Q: 3 clusters Score -3173755 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3173812.500000 Penalty: 5070.281250
	Iteration 18Q: 3 clusters Score -3173812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3173859.500000 Penalty: 5070.281250
	Iteration 19Q: 3 clusters Score -3173860 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3173904.000000 Penalty: 5070.281250
	Iteration 20F: 3 clusters Score -3173904 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3173936.500000 Penalty: 5070.281250
	Iteration 21Q: 3 clusters Score -3173936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3173973.750000 Penalty: 5070.281250
	Iteration 22Q: 3 clusters Score -3173974 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3174005.500000 Penalty: 5070.281250
	Iteration 23Q: 3 clusters Score -3174006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3174032.000000 Penalty: 5070.281250
	Iteration 24Q: 3 clusters Score -3174032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3174069.000000 Penalty: 5070.281250
	Iteration 25Q: 3 clusters Score -3174069 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3174090.250000 Penalty: 5070.281250
	Iteration 26Q: 3 clusters Score -3174090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3174126.250000 Penalty: 5070.281250
	Iteration 27Q: 3 clusters Score -3174126 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3174141.250000 Penalty: 5070.281250
	Iteration 28Q: 3 clusters Score -3174141 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3174186.750000 Penalty: 5070.281250
	Iteration 29Q: 3 clusters Score -3174187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3174196.750000 Penalty: 5070.281250
	Iteration 30Q: 3 clusters Score -3174197 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -3174214.250000 Penalty: 5070.281250
	Iteration 31Q: 3 clusters Score -3174214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3174228.000000 Penalty: 5070.281250
	Iteration 32Q: 3 clusters Score -3174228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3174247.000000 Penalty: 5070.281250
	Iteration 33Q: 3 clusters Score -3174247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3174258.750000 Penalty: 5070.281250
	Iteration 34Q: 3 clusters Score -3174259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3174276.250000 Penalty: 5070.281250
	Iteration 35Q: 3 clusters Score -3174276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3174296.500000 Penalty: 5070.281250
	Iteration 36Q: 3 clusters Score -3174296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3174301.250000 Penalty: 5070.281250
	Iteration 37Q: 3 clusters Score -3174301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3174317.500000 Penalty: 5070.281250
	Iteration 38Q: 3 clusters Score -3174318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3174327.250000 Penalty: 5070.281250
	Iteration 39Q: 3 clusters Score -3174327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3174341.250000 Penalty: 5070.281250
	Iteration 40F: 3 clusters Score -3174341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3174347.250000 Penalty: 5070.281250
	Iteration 41Q: 3 clusters Score -3174347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3174339.500000 Penalty: 5070.281250
	Iteration 42Q: 3 clusters Score -3174340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3174341.750000 Penalty: 5070.281250
	Iteration 43Q: 3 clusters Score -3174342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3174356.000000 Penalty: 5070.281250
	Iteration 44Q: 3 clusters Score -3174356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3174353.250000 Penalty: 5070.281250
	Iteration 45Q: 3 clusters Score -3174353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3174366.250000 Penalty: 5070.281250
	Iteration 46Q: 3 clusters Score -3174366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3174373.000000 Penalty: 5070.281250
	Iteration 47Q: 3 clusters Score -3174373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3174389.500000 Penalty: 5070.281250
	Iteration 48Q: 3 clusters Score -3174390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3174401.250000 Penalty: 5070.281250
	Iteration 49Q: 3 clusters Score -3174401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3174402.250000 Penalty: 5070.281250
	Iteration 50Q: 3 clusters Score -3174402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3174419.500000 Penalty: 5070.281250
	Iteration 51Q: 3 clusters Score -3174420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3174421.500000 Penalty: 5070.281250
	Iteration 52Q: 3 clusters Score -3174422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3174424.000000 Penalty: 5070.281250
	Iteration 53Q: 3 clusters Score -3174424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3174431.750000 Penalty: 5070.281250
	Iteration 54Q: 3 clusters Score -3174432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3174432.750000 Penalty: 5070.281250
	Iteration 55Q: 3 clusters Score -3174433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3174437.750000 Penalty: 5070.281250
	Iteration 56Q: 3 clusters Score -3174438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3174431.750000 Penalty: 5070.281250
	Iteration 57Q: 3 clusters Score -3174432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3174440.000000 Penalty: 5070.281250
	Iteration 58Q: 3 clusters Score -3174440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3174436.250000 Penalty: 5070.281250
	Iteration 59Q: 3 clusters Score -3174436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3174443.000000 Penalty: 5070.281250
	Iteration 60F: 3 clusters Score -3174443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3174452.250000 Penalty: 5070.281250
	Iteration 61Q: 3 clusters Score -3174452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3174447.750000 Penalty: 5070.281250
	Iteration 62Q: 3 clusters Score -3174448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3174456.750000 Penalty: 5070.281250
	Iteration 63Q: 3 clusters Score -3174457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3174456.750000 Penalty: 5070.281250
	Iteration 64Q: 3 clusters Score -3174457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3174468.500000 Penalty: 5070.281250
	Iteration 65Q: 3 clusters Score -3174468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3174475.250000 Penalty: 5070.281250
	Iteration 66Q: 3 clusters Score -3174475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3174467.250000 Penalty: 5070.281250
	Iteration 67Q: 3 clusters Score -3174467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3174469.000000 Penalty: 5070.281250
	Iteration 68Q: 3 clusters Score -3174469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3174480.500000 Penalty: 5070.281250
	Iteration 69Q: 3 clusters Score -3174480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3174485.750000 Penalty: 5070.281250
	Iteration 70Q: 3 clusters Score -3174486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3174490.500000 Penalty: 5070.281250
	Iteration 71Q: 3 clusters Score -3174490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3174491.500000 Penalty: 5070.281250
	Iteration 72Q: 3 clusters Score -3174492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3174499.500000 Penalty: 5070.281250
	Iteration 73Q: 3 clusters Score -3174500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3174510.750000 Penalty: 5070.281250
	Iteration 74Q: 3 clusters Score -3174511 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3174522.750000 Penalty: 5070.281250
	Iteration 75Q: 3 clusters Score -3174523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3174529.750000 Penalty: 5070.281250
	Iteration 76Q: 3 clusters Score -3174530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3174544.750000 Penalty: 5070.281250
	Iteration 77Q: 3 clusters Score -3174545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3174557.750000 Penalty: 5070.281250
	Iteration 78Q: 3 clusters Score -3174558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3174560.500000 Penalty: 5070.281250
	Iteration 79Q: 3 clusters Score -3174560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3174569.750000 Penalty: 5070.281250
	Iteration 80F: 3 clusters Score -3174570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3174575.000000 Penalty: 5070.281250
	Iteration 81Q: 3 clusters Score -3174575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3174588.250000 Penalty: 5070.281250
	Iteration 82Q: 3 clusters Score -3174588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3174601.750000 Penalty: 5070.281250
	Iteration 83Q: 3 clusters Score -3174602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3174611.500000 Penalty: 5070.281250
	Iteration 84Q: 3 clusters Score -3174612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3174626.000000 Penalty: 5070.281250
	Iteration 85Q: 3 clusters Score -3174626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3174636.250000 Penalty: 5070.281250
	Iteration 86Q: 3 clusters Score -3174636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3174653.250000 Penalty: 5070.281250
	Iteration 87Q: 3 clusters Score -3174653 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3174671.750000 Penalty: 5070.281250
	Iteration 88Q: 3 clusters Score -3174672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3174673.750000 Penalty: 5070.281250
	Iteration 89Q: 3 clusters Score -3174674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3174689.250000 Penalty: 5070.281250
	Iteration 90Q: 3 clusters Score -3174689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3174706.250000 Penalty: 5070.281250
	Iteration 91Q: 3 clusters Score -3174706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3174724.750000 Penalty: 5070.281250
	Iteration 92Q: 3 clusters Score -3174725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3174733.500000 Penalty: 5070.281250
	Iteration 93Q: 3 clusters Score -3174734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3174749.000000 Penalty: 5070.281250
	Iteration 94Q: 3 clusters Score -3174749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3174767.250000 Penalty: 5070.281250
	Iteration 95Q: 3 clusters Score -3174767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3174773.250000 Penalty: 5070.281250
	Iteration 96Q: 3 clusters Score -3174773 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3174777.250000 Penalty: 5070.281250
	Iteration 97Q: 3 clusters Score -3174777 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3174789.000000 Penalty: 5070.281250
	Iteration 98Q: 3 clusters Score -3174789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3174804.250000 Penalty: 5070.281250
	Iteration 99Q: 3 clusters Score -3174804 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3174835.250000 Penalty: 5070.281250
	Iteration 100F: 3 clusters Score -3174835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3174854.750000 Penalty: 5070.281250
	Iteration 101Q: 3 clusters Score -3174855 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3174887.000000 Penalty: 5070.281250
	Iteration 102Q: 3 clusters Score -3174887 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3174928.250000 Penalty: 5070.281250
	Iteration 103Q: 3 clusters Score -3174928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3174949.750000 Penalty: 5070.281250
	Iteration 104Q: 3 clusters Score -3174950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3174978.500000 Penalty: 5070.281250
	Iteration 105Q: 3 clusters Score -3174978 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3175021.500000 Penalty: 5070.281250
	Iteration 106Q: 3 clusters Score -3175022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3175051.000000 Penalty: 5070.281250
	Iteration 107Q: 3 clusters Score -3175051 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3175087.750000 Penalty: 5070.281250
	Iteration 108Q: 3 clusters Score -3175088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3175118.000000 Penalty: 5070.281250
	Iteration 109Q: 3 clusters Score -3175118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3175155.750000 Penalty: 5070.281250
	Iteration 110Q: 3 clusters Score -3175156 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3175210.750000 Penalty: 5070.281250
	Iteration 111Q: 3 clusters Score -3175211 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3175257.500000 Penalty: 5070.281250
	Iteration 112Q: 3 clusters Score -3175258 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3175315.250000 Penalty: 5070.281250
	Iteration 113Q: 3 clusters Score -3175315 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3175355.750000 Penalty: 5070.281250
	Iteration 114Q: 3 clusters Score -3175356 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3175395.250000 Penalty: 5070.281250
	Iteration 115Q: 3 clusters Score -3175395 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3175434.750000 Penalty: 5070.281250
	Iteration 116Q: 3 clusters Score -3175435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3175487.500000 Penalty: 5070.281250
	Iteration 117Q: 3 clusters Score -3175488 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3175557.500000 Penalty: 5070.281250
	Iteration 118Q: 3 clusters Score -3175558 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3175607.500000 Penalty: 5070.281250
	Iteration 119Q: 3 clusters Score -3175608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3175654.500000 Penalty: 5070.281250
	Iteration 120F: 3 clusters Score -3175654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3175687.500000 Penalty: 5070.281250
	Iteration 121Q: 3 clusters Score -3175688 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3175729.750000 Penalty: 5070.281250
	Iteration 122Q: 3 clusters Score -3175730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3175796.000000 Penalty: 5070.281250
	Iteration 123Q: 3 clusters Score -3175796 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3175854.250000 Penalty: 5070.281250
	Iteration 124Q: 3 clusters Score -3175854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3175920.000000 Penalty: 5070.281250
	Iteration 125Q: 3 clusters Score -3175920 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3175970.000000 Penalty: 5070.281250
	Iteration 126Q: 3 clusters Score -3175970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3176032.750000 Penalty: 5070.281250
	Iteration 127Q: 3 clusters Score -3176033 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3176069.250000 Penalty: 5070.281250
	Iteration 128Q: 3 clusters Score -3176069 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3176101.500000 Penalty: 5070.281250
	Iteration 129Q: 3 clusters Score -3176102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3176141.000000 Penalty: 5070.281250
	Iteration 130Q: 3 clusters Score -3176141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3176175.250000 Penalty: 5070.281250
	Iteration 131Q: 3 clusters Score -3176175 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3176207.750000 Penalty: 5070.281250
	Iteration 132Q: 3 clusters Score -3176208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3176227.750000 Penalty: 5070.281250
	Iteration 133Q: 3 clusters Score -3176228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3176260.750000 Penalty: 5070.281250
	Iteration 134Q: 3 clusters Score -3176261 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3176271.000000 Penalty: 5070.281250
	Iteration 135Q: 3 clusters Score -3176271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3176283.250000 Penalty: 5070.281250
	Iteration 136Q: 3 clusters Score -3176283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3176302.500000 Penalty: 5070.281250
	Iteration 137Q: 3 clusters Score -3176302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3176328.750000 Penalty: 5070.281250
	Iteration 138Q: 3 clusters Score -3176329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3176340.000000 Penalty: 5070.281250
	Iteration 139Q: 3 clusters Score -3176340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3176355.500000 Penalty: 5070.281250
	Iteration 140F: 3 clusters Score -3176356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3176366.500000 Penalty: 5070.281250
	Iteration 141Q: 3 clusters Score -3176366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3176377.750000 Penalty: 5070.281250
	Iteration 142Q: 3 clusters Score -3176378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3176384.250000 Penalty: 5070.281250
	Iteration 143Q: 3 clusters Score -3176384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3176393.500000 Penalty: 5070.281250
	Iteration 144Q: 3 clusters Score -3176394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3176401.500000 Penalty: 5070.281250
	Iteration 145Q: 3 clusters Score -3176402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3176405.500000 Penalty: 5070.281250
	Iteration 146Q: 3 clusters Score -3176406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3176409.000000 Penalty: 5070.281250
	Iteration 147Q: 3 clusters Score -3176409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3176423.500000 Penalty: 5070.281250
	Iteration 148Q: 3 clusters Score -3176424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3176428.250000 Penalty: 5070.281250
	Iteration 149Q: 3 clusters Score -3176428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3176435.000000 Penalty: 5070.281250
	Iteration 150Q: 3 clusters Score -3176435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3176440.750000 Penalty: 5070.281250
	Iteration 151Q: 3 clusters Score -3176441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3176437.250000 Penalty: 5070.281250
	Iteration 152Q: 3 clusters Score -3176437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3176449.250000 Penalty: 5070.281250
	Iteration 153Q: 3 clusters Score -3176449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3176448.000000 Penalty: 5070.281250
	Iteration 154Q: 3 clusters Score -3176448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3176453.250000 Penalty: 5070.281250
	Iteration 155Q: 3 clusters Score -3176453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3176453.750000 Penalty: 5070.281250
	Iteration 156Q: 3 clusters Score -3176454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3176456.000000 Penalty: 5070.281250
	Iteration 157Q: 3 clusters Score -3176456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3176458.000000 Penalty: 5070.281250
	Iteration 158Q: 3 clusters Score -3176458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3176461.250000 Penalty: 5070.281250
	Iteration 159Q: 3 clusters Score -3176461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3176464.000000 Penalty: 5070.281250
	Iteration 160F: 3 clusters Score -3176464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3176463.250000 Penalty: 5070.281250
	Iteration 161Q: 3 clusters Score -3176463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3176462.250000 Penalty: 5070.281250
	Iteration 162Q: 3 clusters Score -3176462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3176469.250000 Penalty: 5070.281250
	Iteration 163Q: 3 clusters Score -3176469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3176465.750000 Penalty: 5070.281250
	Iteration 164Q: 3 clusters Score -3176466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3176468.750000 Penalty: 5070.281250
	Iteration 165Q: 3 clusters Score -3176469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3176466.750000 Penalty: 5070.281250
	Iteration 166Q: 3 clusters Score -3176467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3176472.000000 Penalty: 5070.281250
	Iteration 167Q: 3 clusters Score -3176472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3176474.250000 Penalty: 5070.281250
	Iteration 168Q: 3 clusters Score -3176474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3176471.000000 Penalty: 5070.281250
	Iteration 169Q: 3 clusters Score -3176471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3176472.250000 Penalty: 5070.281250
	Iteration 170Q: 3 clusters Score -3176472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3176476.500000 Penalty: 5070.281250
	Iteration 171Q: 3 clusters Score -3176476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3176473.500000 Penalty: 5070.281250
	Iteration 172Q: 3 clusters Score -3176474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3176470.750000 Penalty: 5070.281250
	Iteration 173Q: 3 clusters Score -3176471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3176476.000000 Penalty: 5070.281250
	Iteration 174Q: 3 clusters Score -3176476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3176477.750000 Penalty: 5070.281250
	Iteration 175Q: 3 clusters Score -3176478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3176476.000000 Penalty: 5070.281250
	Iteration 176Q: 3 clusters Score -3176476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3176477.750000 Penalty: 5070.281250
	Iteration 177Q: 3 clusters Score -3176478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3176477.000000 Penalty: 5070.281250
	Iteration 178Q: 3 clusters Score -3176477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3176475.500000 Penalty: 5070.281250
	Iteration 179Q: 3 clusters Score -3176476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3176475.500000 Penalty: 5070.281250
	Iteration 180F: 3 clusters Score -3176476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -637405.437500 Penalty: 2145.410645
	Iteration 0F: 2 clusters Score -637405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -632451.437500 Penalty: 4290.821289
	Iteration 0F: 3 clusters Score -632451.4 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -633864.750000 Penalty: 4290.821289
	Iteration 1F: 3 clusters Score -633864.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -634256.500000 Penalty: 4290.821289
	Iteration 2F: 3 clusters Score -634256.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -634542.875000 Penalty: 4290.821289
	Iteration 3F: 3 clusters Score -634542.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -634790.750000 Penalty: 4290.821289
	Iteration 4F: 3 clusters Score -634790.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -635037.125000 Penalty: 4290.821289
	Iteration 5F: 3 clusters Score -635037.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -635296.875000 Penalty: 4290.821289
	Iteration 6F: 3 clusters Score -635296.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -635521.375000 Penalty: 4290.821289
	Iteration 7Q: 3 clusters Score -635521.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -635707.000000 Penalty: 4290.821289
	Iteration 8Q: 3 clusters Score -635707 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -635849.750000 Penalty: 4290.821289
	Iteration 9Q: 3 clusters Score -635849.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -635930.625000 Penalty: 4290.821289
	Iteration 10Q: 3 clusters Score -635930.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -635997.437500 Penalty: 4290.821289
	Iteration 11Q: 3 clusters Score -635997.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -636042.375000 Penalty: 4290.821289
	Iteration 12Q: 3 clusters Score -636042.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -636081.000000 Penalty: 4290.821289
	Iteration 13Q: 3 clusters Score -636081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -636106.062500 Penalty: 4290.821289
	Iteration 14Q: 3 clusters Score -636106.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -636136.125000 Penalty: 4290.821289
	Iteration 15Q: 3 clusters Score -636136.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -636173.812500 Penalty: 4290.821289
	Iteration 16Q: 3 clusters Score -636173.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -636212.187500 Penalty: 4290.821289
	Iteration 17Q: 3 clusters Score -636212.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -636248.125000 Penalty: 4290.821289
	Iteration 18Q: 3 clusters Score -636248.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -636274.500000 Penalty: 4290.821289
	Iteration 19Q: 3 clusters Score -636274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -636292.750000 Penalty: 4290.821289
	Iteration 20F: 3 clusters Score -636292.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -636301.312500 Penalty: 4290.821289
	Iteration 21Q: 3 clusters Score -636301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -636308.062500 Penalty: 4290.821289
	Iteration 22Q: 3 clusters Score -636308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -636312.187500 Penalty: 4290.821289
	Iteration 23Q: 3 clusters Score -636312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -636314.625000 Penalty: 4290.821289
	Iteration 24Q: 3 clusters Score -636314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -636316.250000 Penalty: 4290.821289
	Iteration 25Q: 3 clusters Score -636316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -636316.562500 Penalty: 4290.821289
	Iteration 26Q: 3 clusters Score -636316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -636317.312500 Penalty: 4290.821289
	Iteration 27Q: 3 clusters Score -636317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -636317.312500 Penalty: 4290.821289
	Iteration 28F: 3 clusters Score -636317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -539850.687500 Penalty: 2101.881592
	Iteration 0F: 2 clusters Score -539850.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -535470.875000 Penalty: 4203.763184
	Iteration 0F: 3 clusters Score -535470.9 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -536527.875000 Penalty: 4203.763184
	Iteration 1F: 3 clusters Score -536527.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -536740.937500 Penalty: 4203.763184
	Iteration 2F: 3 clusters Score -536740.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -536902.562500 Penalty: 4203.763184
	Iteration 3F: 3 clusters Score -536902.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -537016.562500 Penalty: 4203.763184
	Iteration 4Q: 3 clusters Score -537016.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -537088.625000 Penalty: 4203.763184
	Iteration 5Q: 3 clusters Score -537088.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -537141.437500 Penalty: 4203.763184
	Iteration 6Q: 3 clusters Score -537141.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -537181.312500 Penalty: 4203.763184
	Iteration 7Q: 3 clusters Score -537181.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -537218.937500 Penalty: 4203.763184
	Iteration 8Q: 3 clusters Score -537218.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -537250.312500 Penalty: 4203.763184
	Iteration 9Q: 3 clusters Score -537250.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -537279.000000 Penalty: 4203.763184
	Iteration 10Q: 3 clusters Score -537279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -537302.875000 Penalty: 4203.763184
	Iteration 11Q: 3 clusters Score -537302.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -537330.375000 Penalty: 4203.763184
	Iteration 12Q: 3 clusters Score -537330.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -537356.562500 Penalty: 4203.763184
	Iteration 13Q: 3 clusters Score -537356.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -537383.500000 Penalty: 4203.763184
	Iteration 14Q: 3 clusters Score -537383.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -537403.437500 Penalty: 4203.763184
	Iteration 15Q: 3 clusters Score -537403.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -537423.875000 Penalty: 4203.763184
	Iteration 16Q: 3 clusters Score -537423.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -537441.000000 Penalty: 4203.763184
	Iteration 17Q: 3 clusters Score -537441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -537459.437500 Penalty: 4203.763184
	Iteration 18Q: 3 clusters Score -537459.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -537475.750000 Penalty: 4203.763184
	Iteration 19Q: 3 clusters Score -537475.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -537488.250000 Penalty: 4203.763184
	Iteration 20F: 3 clusters Score -537488.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -537502.062500 Penalty: 4203.763184
	Iteration 21Q: 3 clusters Score -537502.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -537512.500000 Penalty: 4203.763184
	Iteration 22Q: 3 clusters Score -537512.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -537521.562500 Penalty: 4203.763184
	Iteration 23Q: 3 clusters Score -537521.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -537530.250000 Penalty: 4203.763184
	Iteration 24Q: 3 clusters Score -537530.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -537537.937500 Penalty: 4203.763184
	Iteration 25Q: 3 clusters Score -537537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -537544.312500 Penalty: 4203.763184
	Iteration 26Q: 3 clusters Score -537544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -537552.125000 Penalty: 4203.763184
	Iteration 27Q: 3 clusters Score -537552.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -537559.375000 Penalty: 4203.763184
	Iteration 28Q: 3 clusters Score -537559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -537564.312500 Penalty: 4203.763184
	Iteration 29Q: 3 clusters Score -537564.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -537568.750000 Penalty: 4203.763184
	Iteration 30Q: 3 clusters Score -537568.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -537573.375000 Penalty: 4203.763184
	Iteration 31Q: 3 clusters Score -537573.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -537580.500000 Penalty: 4203.763184
	Iteration 32Q: 3 clusters Score -537580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -537586.812500 Penalty: 4203.763184
	Iteration 33Q: 3 clusters Score -537586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -537592.562500 Penalty: 4203.763184
	Iteration 34Q: 3 clusters Score -537592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -537599.375000 Penalty: 4203.763184
	Iteration 35Q: 3 clusters Score -537599.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -537604.625000 Penalty: 4203.763184
	Iteration 36Q: 3 clusters Score -537604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -537611.750000 Penalty: 4203.763184
	Iteration 37Q: 3 clusters Score -537611.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -537615.500000 Penalty: 4203.763184
	Iteration 38Q: 3 clusters Score -537615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -537620.187500 Penalty: 4203.763184
	Iteration 39Q: 3 clusters Score -537620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -537627.750000 Penalty: 4203.763184
	Iteration 40F: 3 clusters Score -537627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -537632.375000 Penalty: 4203.763184
	Iteration 41Q: 3 clusters Score -537632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -537636.000000 Penalty: 4203.763184
	Iteration 42Q: 3 clusters Score -537636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -537637.750000 Penalty: 4203.763184
	Iteration 43Q: 3 clusters Score -537637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -537640.812500 Penalty: 4203.763184
	Iteration 44Q: 3 clusters Score -537640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -537645.062500 Penalty: 4203.763184
	Iteration 45Q: 3 clusters Score -537645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -537655.937500 Penalty: 4203.763184
	Iteration 46Q: 3 clusters Score -537655.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -537666.375000 Penalty: 4203.763184
	Iteration 47Q: 3 clusters Score -537666.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -537677.062500 Penalty: 4203.763184
	Iteration 48Q: 3 clusters Score -537677.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -537686.375000 Penalty: 4203.763184
	Iteration 49Q: 3 clusters Score -537686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -537693.062500 Penalty: 4203.763184
	Iteration 50Q: 3 clusters Score -537693.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -537697.187500 Penalty: 4203.763184
	Iteration 51Q: 3 clusters Score -537697.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -537702.437500 Penalty: 4203.763184
	Iteration 52Q: 3 clusters Score -537702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -537705.750000 Penalty: 4203.763184
	Iteration 53Q: 3 clusters Score -537705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -537709.562500 Penalty: 4203.763184
	Iteration 54Q: 3 clusters Score -537709.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -537713.437500 Penalty: 4203.763184
	Iteration 55Q: 3 clusters Score -537713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -537719.562500 Penalty: 4203.763184
	Iteration 56Q: 3 clusters Score -537719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -537725.062500 Penalty: 4203.763184
	Iteration 57Q: 3 clusters Score -537725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -537728.687500 Penalty: 4203.763184
	Iteration 58Q: 3 clusters Score -537728.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -537735.187500 Penalty: 4203.763184
	Iteration 59Q: 3 clusters Score -537735.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -537740.000000 Penalty: 4203.763184
	Iteration 60F: 3 clusters Score -537740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -537745.562500 Penalty: 4203.763184
	Iteration 61Q: 3 clusters Score -537745.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -537754.312500 Penalty: 4203.763184
	Iteration 62Q: 3 clusters Score -537754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -537760.875000 Penalty: 4203.763184
	Iteration 63Q: 3 clusters Score -537760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -537770.125000 Penalty: 4203.763184
	Iteration 64Q: 3 clusters Score -537770.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -537778.937500 Penalty: 4203.763184
	Iteration 65Q: 3 clusters Score -537778.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -537788.875000 Penalty: 4203.763184
	Iteration 66Q: 3 clusters Score -537788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -537796.375000 Penalty: 4203.763184
	Iteration 67Q: 3 clusters Score -537796.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -537805.750000 Penalty: 4203.763184
	Iteration 68Q: 3 clusters Score -537805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -537815.937500 Penalty: 4203.763184
	Iteration 69Q: 3 clusters Score -537815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -537820.750000 Penalty: 4203.763184
	Iteration 70Q: 3 clusters Score -537820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -537825.125000 Penalty: 4203.763184
	Iteration 71Q: 3 clusters Score -537825.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -537832.125000 Penalty: 4203.763184
	Iteration 72Q: 3 clusters Score -537832.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -537837.937500 Penalty: 4203.763184
	Iteration 73Q: 3 clusters Score -537837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -537841.312500 Penalty: 4203.763184
	Iteration 74Q: 3 clusters Score -537841.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -537845.437500 Penalty: 4203.763184
	Iteration 75Q: 3 clusters Score -537845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -537848.937500 Penalty: 4203.763184
	Iteration 76Q: 3 clusters Score -537848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -537848.500000 Penalty: 4203.763184
	Iteration 77Q: 3 clusters Score -537848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -537851.375000 Penalty: 4203.763184
	Iteration 78Q: 3 clusters Score -537851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -537852.500000 Penalty: 4203.763184
	Iteration 79Q: 3 clusters Score -537852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -537853.875000 Penalty: 4203.763184
	Iteration 80F: 3 clusters Score -537853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -617589.687500 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -617589.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -612557.187500 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -612557.2 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -613921.187500 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -613921.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -614207.437500 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -614207.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -614431.375000 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -614431.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -614656.125000 Penalty: 4306.791016
	Iteration 4Q: 3 clusters Score -614656.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -614885.875000 Penalty: 4306.791016
	Iteration 5Q: 3 clusters Score -614885.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -615116.312500 Penalty: 4306.791016
	Iteration 6Q: 3 clusters Score -615116.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -615372.937500 Penalty: 4306.791016
	Iteration 7Q: 3 clusters Score -615372.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -615614.187500 Penalty: 4306.791016
	Iteration 8Q: 3 clusters Score -615614.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -615831.250000 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -615831.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -615988.750000 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -615988.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -616107.500000 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -616107.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -616252.937500 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -616252.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -616382.875000 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -616382.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -616515.000000 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -616515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -616584.250000 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -616584.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -616637.562500 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -616637.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -616685.312500 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -616685.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -616721.062500 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -616721.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -616746.375000 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -616746.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -616763.000000 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -616763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -616777.562500 Penalty: 4306.791016
	Iteration 21Q: 3 clusters Score -616777.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -616787.312500 Penalty: 4306.791016
	Iteration 22Q: 3 clusters Score -616787.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -616793.312500 Penalty: 4306.791016
	Iteration 23Q: 3 clusters Score -616793.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -616798.812500 Penalty: 4306.791016
	Iteration 24Q: 3 clusters Score -616798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -616802.750000 Penalty: 4306.791016
	Iteration 25Q: 3 clusters Score -616802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -616806.187500 Penalty: 4306.791016
	Iteration 26Q: 3 clusters Score -616806.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -616808.812500 Penalty: 4306.791016
	Iteration 27Q: 3 clusters Score -616808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -616816.000000 Penalty: 4306.791016
	Iteration 28Q: 3 clusters Score -616816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -616819.000000 Penalty: 4306.791016
	Iteration 29Q: 3 clusters Score -616819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -616823.000000 Penalty: 4306.791016
	Iteration 30Q: 3 clusters Score -616823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -616823.437500 Penalty: 4306.791016
	Iteration 31Q: 3 clusters Score -616823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -616825.062500 Penalty: 4306.791016
	Iteration 32Q: 3 clusters Score -616825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -616825.187500 Penalty: 4306.791016
	Iteration 33Q: 3 clusters Score -616825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -616825.125000 Penalty: 4306.791016
	Iteration 34Q: 3 clusters Score -616825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -616825.625000 Penalty: 4306.791016
	Iteration 35Q: 3 clusters Score -616825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -616827.562500 Penalty: 4306.791016
	Iteration 36Q: 3 clusters Score -616827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -616827.625000 Penalty: 4306.791016
	Iteration 37Q: 3 clusters Score -616827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -616829.937500 Penalty: 4306.791016
	Iteration 38Q: 3 clusters Score -616829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -616832.750000 Penalty: 4306.791016
	Iteration 39Q: 3 clusters Score -616832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -616835.562500 Penalty: 4306.791016
	Iteration 40F: 3 clusters Score -616835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -616838.562500 Penalty: 4306.791016
	Iteration 41Q: 3 clusters Score -616838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -616841.312500 Penalty: 4306.791016
	Iteration 42Q: 3 clusters Score -616841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -616845.687500 Penalty: 4306.791016
	Iteration 43Q: 3 clusters Score -616845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -616847.437500 Penalty: 4306.791016
	Iteration 44Q: 3 clusters Score -616847.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -616850.500000 Penalty: 4306.791016
	Iteration 45Q: 3 clusters Score -616850.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -616852.937500 Penalty: 4306.791016
	Iteration 46Q: 3 clusters Score -616852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -616853.000000 Penalty: 4306.791016
	Iteration 47Q: 3 clusters Score -616853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -616853.937500 Penalty: 4306.791016
	Iteration 48Q: 3 clusters Score -616853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -616854.750000 Penalty: 4306.791016
	Iteration 49Q: 3 clusters Score -616854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -616855.250000 Penalty: 4306.791016
	Iteration 50Q: 3 clusters Score -616855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -616856.062500 Penalty: 4306.791016
	Iteration 51Q: 3 clusters Score -616856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -616857.250000 Penalty: 4306.791016
	Iteration 52Q: 3 clusters Score -616857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -616857.500000 Penalty: 4306.791016
	Iteration 53Q: 3 clusters Score -616857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -616857.812500 Penalty: 4306.791016
	Iteration 54Q: 3 clusters Score -616857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -616857.812500 Penalty: 4306.791016
	Iteration 55F: 3 clusters Score -616857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -79975.742188 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -79975.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78250.695312 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -78250.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78731.640625 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -78731.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78973.039062 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -78973.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79038.828125 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -79038.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79083.945312 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -79083.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79107.351562 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -79107.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79131.593750 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -79131.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79153.406250 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -79153.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79166.195312 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -79166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79173.234375 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -79173.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79181.351562 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -79181.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -79183.351562 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -79183.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79184.765625 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -79184.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79188.890625 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -79188.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79188.890625 Penalty: 3285.536377
	Iteration 14F: 3 clusters Score -79188.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -205370.562500 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -205370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -202908.093750 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -202908.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203431.890625 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -203431.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -203594.203125 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -203594.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -203666.500000 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -203666.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203720.125000 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -203720.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -203757.937500 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -203757.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -203780.343750 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -203780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -203802.656250 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -203802.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -203821.296875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -203821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -203833.390625 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -203833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -203836.890625 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -203836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203840.671875 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -203840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203846.000000 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -203846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203847.640625 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -203847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -203848.500000 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -203848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -203849.015625 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -203849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -203849.015625 Penalty: 3728.959717
	Iteration 16F: 3 clusters Score -203849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (29558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Entering Unmasked Estep 
Score: -3440860.250000 Penalty: 2552.939209
	Iteration 0F: 2 clusters Score -3440860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3420550.500000 Penalty: 5105.878418
	Iteration 0F: 3 clusters Score -3420550 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3427826.000000 Penalty: 5105.878418
	Iteration 1F: 3 clusters Score -3427826 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3428369.500000 Penalty: 5105.878418
	Iteration 2Q: 3 clusters Score -3428370 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3428875.000000 Penalty: 5105.878418
	Iteration 3Q: 3 clusters Score -3428875 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3429443.500000 Penalty: 5105.878418
	Iteration 4Q: 3 clusters Score -3429444 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3430027.500000 Penalty: 5105.878418
	Iteration 5Q: 3 clusters Score -3430028 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3430665.000000 Penalty: 5105.878418
	Iteration 6Q: 3 clusters Score -3430665 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3431326.500000 Penalty: 5105.878418
	Iteration 7Q: 3 clusters Score -3431326 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3431926.000000 Penalty: 5105.878418
	Iteration 8Q: 3 clusters Score -3431926 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3432434.250000 Penalty: 5105.878418
	Iteration 9Q: 3 clusters Score -3432434 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3432808.000000 Penalty: 5105.878418
	Iteration 10Q: 3 clusters Score -3432808 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3433101.750000 Penalty: 5105.878418
	Iteration 11Q: 3 clusters Score -3433102 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3433413.000000 Penalty: 5105.878418
	Iteration 12Q: 3 clusters Score -3433413 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3433722.500000 Penalty: 5105.878418
	Iteration 13Q: 3 clusters Score -3433722 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3434047.750000 Penalty: 5105.878418
	Iteration 14Q: 3 clusters Score -3434048 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3434462.750000 Penalty: 5105.878418
	Iteration 15Q: 3 clusters Score -3434463 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3434930.000000 Penalty: 5105.878418
	Iteration 16Q: 3 clusters Score -3434930 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3435434.750000 Penalty: 5105.878418
	Iteration 17Q: 3 clusters Score -3435435 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3435970.750000 Penalty: 5105.878418
	Iteration 18Q: 3 clusters Score -3435971 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3436531.000000 Penalty: 5105.878418
	Iteration 19Q: 3 clusters Score -3436531 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3437060.750000 Penalty: 5105.878418
	Iteration 20F: 3 clusters Score -3437061 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3437454.500000 Penalty: 5105.878418
	Iteration 21Q: 3 clusters Score -3437454 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3437780.500000 Penalty: 5105.878418
	Iteration 22Q: 3 clusters Score -3437780 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3438031.250000 Penalty: 5105.878418
	Iteration 23Q: 3 clusters Score -3438031 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3438216.250000 Penalty: 5105.878418
	Iteration 24Q: 3 clusters Score -3438216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3438361.000000 Penalty: 5105.878418
	Iteration 25Q: 3 clusters Score -3438361 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3438470.500000 Penalty: 5105.878418
	Iteration 26Q: 3 clusters Score -3438470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3438564.250000 Penalty: 5105.878418
	Iteration 27Q: 3 clusters Score -3438564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3438627.750000 Penalty: 5105.878418
	Iteration 28Q: 3 clusters Score -3438628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3438677.500000 Penalty: 5105.878418
	Iteration 29Q: 3 clusters Score -3438678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3438702.000000 Penalty: 5105.878418
	Iteration 30Q: 3 clusters Score -3438702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3438721.000000 Penalty: 5105.878418
	Iteration 31Q: 3 clusters Score -3438721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3438733.250000 Penalty: 5105.878418
	Iteration 32Q: 3 clusters Score -3438733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3438741.000000 Penalty: 5105.878418
	Iteration 33Q: 3 clusters Score -3438741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3438745.250000 Penalty: 5105.878418
	Iteration 34Q: 3 clusters Score -3438745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3438748.250000 Penalty: 5105.878418
	Iteration 35Q: 3 clusters Score -3438748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3438748.750000 Penalty: 5105.878418
	Iteration 36Q: 3 clusters Score -3438749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3438760.500000 Penalty: 5105.878418
	Iteration 37Q: 3 clusters Score -3438760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3438766.750000 Penalty: 5105.878418
	Iteration 38Q: 3 clusters Score -3438767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3438778.250000 Penalty: 5105.878418
	Iteration 39Q: 3 clusters Score -3438778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3438782.750000 Penalty: 5105.878418
	Iteration 40F: 3 clusters Score -3438783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3438793.000000 Penalty: 5105.878418
	Iteration 41Q: 3 clusters Score -3438793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3438803.250000 Penalty: 5105.878418
	Iteration 42Q: 3 clusters Score -3438803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3438807.750000 Penalty: 5105.878418
	Iteration 43Q: 3 clusters Score -3438808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3438810.250000 Penalty: 5105.878418
	Iteration 44Q: 3 clusters Score -3438810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3438813.500000 Penalty: 5105.878418
	Iteration 45Q: 3 clusters Score -3438814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3438817.750000 Penalty: 5105.878418
	Iteration 46Q: 3 clusters Score -3438818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3438818.250000 Penalty: 5105.878418
	Iteration 47Q: 3 clusters Score -3438818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3438816.250000 Penalty: 5105.878418
	Iteration 48Q: 3 clusters Score -3438816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3438817.500000 Penalty: 5105.878418
	Iteration 49Q: 3 clusters Score -3438818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3438822.750000 Penalty: 5105.878418
	Iteration 50Q: 3 clusters Score -3438823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3438825.250000 Penalty: 5105.878418
	Iteration 51Q: 3 clusters Score -3438825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3438825.250000 Penalty: 5105.878418
	Iteration 52F: 3 clusters Score -3438825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (13055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Entering Unmasked Estep 
Score: -1490694.125000 Penalty: 2350.277832
	Iteration 0F: 2 clusters Score -1490694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1481101.500000 Penalty: 4700.555664
	Iteration 0F: 3 clusters Score -1481102 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1484098.625000 Penalty: 4700.555664
	Iteration 1F: 3 clusters Score -1484099 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1484467.500000 Penalty: 4700.555664
	Iteration 2F: 3 clusters Score -1484468 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1484752.625000 Penalty: 4700.555664
	Iteration 3F: 3 clusters Score -1484753 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1484989.500000 Penalty: 4700.555664
	Iteration 4Q: 3 clusters Score -1484990 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1485205.500000 Penalty: 4700.555664
	Iteration 5Q: 3 clusters Score -1485206 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1485403.625000 Penalty: 4700.555664
	Iteration 6Q: 3 clusters Score -1485404 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1485629.125000 Penalty: 4700.555664
	Iteration 7Q: 3 clusters Score -1485629 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1485890.500000 Penalty: 4700.555664
	Iteration 8Q: 3 clusters Score -1485890 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1486208.250000 Penalty: 4700.555664
	Iteration 9Q: 3 clusters Score -1486208 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1486580.000000 Penalty: 4700.555664
	Iteration 10Q: 3 clusters Score -1486580 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1486963.500000 Penalty: 4700.555664
	Iteration 11Q: 3 clusters Score -1486964 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1487357.375000 Penalty: 4700.555664
	Iteration 12Q: 3 clusters Score -1487357 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1487702.750000 Penalty: 4700.555664
	Iteration 13Q: 3 clusters Score -1487703 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1488000.375000 Penalty: 4700.555664
	Iteration 14Q: 3 clusters Score -1488000 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1488187.000000 Penalty: 4700.555664
	Iteration 15Q: 3 clusters Score -1488187 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1488333.875000 Penalty: 4700.555664
	Iteration 16Q: 3 clusters Score -1488334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1488425.250000 Penalty: 4700.555664
	Iteration 17Q: 3 clusters Score -1488425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1488485.500000 Penalty: 4700.555664
	Iteration 18Q: 3 clusters Score -1488486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1488524.250000 Penalty: 4700.555664
	Iteration 19Q: 3 clusters Score -1488524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1488555.500000 Penalty: 4700.555664
	Iteration 20F: 3 clusters Score -1488556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1488576.500000 Penalty: 4700.555664
	Iteration 21Q: 3 clusters Score -1488576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1488590.875000 Penalty: 4700.555664
	Iteration 22Q: 3 clusters Score -1488591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1488597.625000 Penalty: 4700.555664
	Iteration 23Q: 3 clusters Score -1488598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1488601.375000 Penalty: 4700.555664
	Iteration 24Q: 3 clusters Score -1488601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1488605.625000 Penalty: 4700.555664
	Iteration 25Q: 3 clusters Score -1488606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1488609.000000 Penalty: 4700.555664
	Iteration 26Q: 3 clusters Score -1488609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1488615.625000 Penalty: 4700.555664
	Iteration 27Q: 3 clusters Score -1488616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1488622.000000 Penalty: 4700.555664
	Iteration 28Q: 3 clusters Score -1488622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1488633.000000 Penalty: 4700.555664
	Iteration 29Q: 3 clusters Score -1488633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1488643.375000 Penalty: 4700.555664
	Iteration 30Q: 3 clusters Score -1488643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1488646.625000 Penalty: 4700.555664
	Iteration 31Q: 3 clusters Score -1488647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1488657.000000 Penalty: 4700.555664
	Iteration 32Q: 3 clusters Score -1488657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1488665.250000 Penalty: 4700.555664
	Iteration 33Q: 3 clusters Score -1488665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1488665.250000 Penalty: 4700.555664
	Iteration 34F: 3 clusters Score -1488665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -237901.843750 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -237901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -234673.218750 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -234673.2 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -235789.031250 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -235789 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -236323.015625 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -236323 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -236771.812500 Penalty: 3983.567139
	Iteration 3F: 3 clusters Score -236771.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -237084.531250 Penalty: 3983.567139
	Iteration 4F: 3 clusters Score -237084.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -237251.843750 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -237251.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -237322.296875 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -237322.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -237363.156250 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -237363.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -237391.078125 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -237391.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -237420.140625 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -237420.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -237441.937500 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -237441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -237460.031250 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -237460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -237474.812500 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -237474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -237482.609375 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -237482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -237486.531250 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -237486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -237489.125000 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -237489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -237490.656250 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -237490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -237493.031250 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -237493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -237494.015625 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -237494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -237495.000000 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -237495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -237495.515625 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -237495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -237497.000000 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -237497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -237498.015625 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -237498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -237498.015625 Penalty: 3983.567139
	Iteration 23F: 3 clusters Score -237498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -510083.781250 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -510083.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -505159.000000 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -505159 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -506762.406250 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -506762.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -507289.000000 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -507289 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -507742.531250 Penalty: 4287.337402
	Iteration 3F: 3 clusters Score -507742.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -508173.156250 Penalty: 4287.337402
	Iteration 4F: 3 clusters Score -508173.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -508465.093750 Penalty: 4287.337402
	Iteration 5F: 3 clusters Score -508465.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -508652.750000 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -508652.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -508783.343750 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -508783.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -508862.593750 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -508862.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -508912.625000 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -508912.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -508944.312500 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -508944.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -508966.750000 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -508966.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -508979.968750 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -508980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -508990.250000 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -508990.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -508997.375000 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -508997.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -509002.562500 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -509002.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -509009.781250 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -509009.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -509015.093750 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -509015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -509019.968750 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -509020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -509021.937500 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -509021.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -509024.156250 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -509024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -509028.218750 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -509028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -509032.500000 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -509032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -509035.218750 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -509035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -509036.812500 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -509036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -509038.125000 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -509038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -509038.718750 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -509038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -509038.656250 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -509038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -509038.343750 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -509038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -509038.500000 Penalty: 4287.337402
	Iteration 29Q: 3 clusters Score -509038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -509038.500000 Penalty: 4287.337402
	Iteration 30F: 3 clusters Score -509038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (133243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133243 members 
Entering Unmasked Estep 
Score: -15459866.000000 Penalty: 2926.382568
	Iteration 0F: 2 clusters Score -1.545987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -15370739.000000 Penalty: 5852.765137
	Iteration 0F: 3 clusters Score -1.537074e+07 nChanged 63547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -15407021.000000 Penalty: 5852.765137
	Iteration 1F: 3 clusters Score -1.540702e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -15407851.000000 Penalty: 5852.765137
	Iteration 2Q: 3 clusters Score -1.540785e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -15408779.000000 Penalty: 5852.765137
	Iteration 3Q: 3 clusters Score -1.540878e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -15409886.000000 Penalty: 5852.765137
	Iteration 4Q: 3 clusters Score -1.540989e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15411582.000000 Penalty: 5852.765137
	Iteration 5Q: 3 clusters Score -1.541158e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -15414446.000000 Penalty: 5852.765137
	Iteration 6Q: 3 clusters Score -1.541445e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -15418760.000000 Penalty: 5852.765137
	Iteration 7F: 3 clusters Score -1.541876e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -15425146.000000 Penalty: 5852.765137
	Iteration 8F: 3 clusters Score -1.542515e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -15433341.000000 Penalty: 5852.765137
	Iteration 9F: 3 clusters Score -1.543334e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -15442296.000000 Penalty: 5852.765137
	Iteration 10F: 3 clusters Score -1.54423e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124792 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -15449591.000000 Penalty: 5852.765137
	Iteration 11F: 3 clusters Score -1.544959e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129385 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -15454118.000000 Penalty: 5852.765137
	Iteration 12Q: 3 clusters Score -1.545412e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131382 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15456104.000000 Penalty: 5852.765137
	Iteration 13Q: 3 clusters Score -1.54561e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -15456842.000000 Penalty: 5852.765137
	Iteration 14Q: 3 clusters Score -1.545684e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15457150.000000 Penalty: 5852.765137
	Iteration 15Q: 3 clusters Score -1.545715e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132454 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15457365.000000 Penalty: 5852.765137
	Iteration 16Q: 3 clusters Score -1.545736e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132487 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -15457455.000000 Penalty: 5852.765137
	Iteration 17Q: 3 clusters Score -1.545746e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15457518.000000 Penalty: 5852.765137
	Iteration 18Q: 3 clusters Score -1.545752e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132506 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15457537.000000 Penalty: 5852.765137
	Iteration 19Q: 3 clusters Score -1.545754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132515 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15457568.000000 Penalty: 5852.765137
	Iteration 20F: 3 clusters Score -1.545757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132525 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15457568.000000 Penalty: 5852.765137
	Iteration 21Q: 3 clusters Score -1.545757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15457569.000000 Penalty: 5852.765137
	Iteration 22Q: 3 clusters Score -1.545757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132534 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15457570.000000 Penalty: 5852.765137
	Iteration 23Q: 3 clusters Score -1.545757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15457577.000000 Penalty: 5852.765137
	Iteration 24Q: 3 clusters Score -1.545758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132539 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15457589.000000 Penalty: 5852.765137
	Iteration 25Q: 3 clusters Score -1.545759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132542 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15457585.000000 Penalty: 5852.765137
	Iteration 26Q: 3 clusters Score -1.545758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15457582.000000 Penalty: 5852.765137
	Iteration 27Q: 3 clusters Score -1.545758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15457581.000000 Penalty: 5852.765137
	Iteration 28Q: 3 clusters Score -1.545758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15457590.000000 Penalty: 5852.765137
	Iteration 29Q: 3 clusters Score -1.545759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15457587.000000 Penalty: 5852.765137
	Iteration 30Q: 3 clusters Score -1.545759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15457587.000000 Penalty: 5852.765137
	Iteration 31F: 3 clusters Score -1.545759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (13654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Entering Unmasked Estep 
Score: -1563585.250000 Penalty: 2361.403320
	Iteration 0F: 2 clusters Score -1563585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1553631.375000 Penalty: 4722.806641
	Iteration 0F: 3 clusters Score -1553631 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1556713.625000 Penalty: 4722.806641
	Iteration 1F: 3 clusters Score -1556714 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1557089.125000 Penalty: 4722.806641
	Iteration 2F: 3 clusters Score -1557089 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1557424.125000 Penalty: 4722.806641
	Iteration 3F: 3 clusters Score -1557424 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1557815.250000 Penalty: 4722.806641
	Iteration 4Q: 3 clusters Score -1557815 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1558337.125000 Penalty: 4722.806641
	Iteration 5F: 3 clusters Score -1558337 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1559115.625000 Penalty: 4722.806641
	Iteration 6F: 3 clusters Score -1559116 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1560378.250000 Penalty: 4722.806641
	Iteration 7F: 3 clusters Score -1560378 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1562009.875000 Penalty: 4722.806641
	Iteration 8F: 3 clusters Score -1562010 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1563202.375000 Penalty: 4722.806641
	Iteration 9F: 3 clusters Score -1563202 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1563715.750000 Penalty: 4722.806641
	Iteration 10Q: 3 clusters Score -1563716 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1564120.875000 Penalty: 4722.806641
	Iteration 11Q: 3 clusters Score -1564121 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1564646.375000 Penalty: 4722.806641
	Iteration 12Q: 3 clusters Score -1564646 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1564844.250000 Penalty: 4722.806641
	Iteration 13Q: 3 clusters Score -1564844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1564892.875000 Penalty: 4722.806641
	Iteration 14Q: 3 clusters Score -1564893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1564894.750000 Penalty: 4722.806641
	Iteration 15Q: 3 clusters Score -1564895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1564901.750000 Penalty: 4722.806641
	Iteration 16Q: 3 clusters Score -1564902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1564902.500000 Penalty: 4722.806641
	Iteration 17Q: 3 clusters Score -1564902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1564903.750000 Penalty: 4722.806641
	Iteration 18Q: 3 clusters Score -1564904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1564902.625000 Penalty: 4722.806641
	Iteration 19Q: 3 clusters Score -1564903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1564903.375000 Penalty: 4722.806641
	Iteration 20F: 3 clusters Score -1564903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1564904.250000 Penalty: 4722.806641
	Iteration 21Q: 3 clusters Score -1564904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1564904.250000 Penalty: 4722.806641
	Iteration 22F: 3 clusters Score -1564904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 107821 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51282 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57742 members 
Mstep: Class 16 contains 51611 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248020 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140178 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25057 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11196 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169322 members 
Mstep: Class 34 contains 5040 members 
Mstep: Class 35 contains 60807 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9374 members 
Mstep: Class 43 contains 10016 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21372 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3348 members 
Mstep: Class 63 contains 27511 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29558 members 
Mstep: Class 70 contains 13055 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 3395 members 
Mstep: Class 75 contains 11898 members 
Mstep: Class 76 contains 11185 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22471 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7268 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8144 members 
Mstep: Class 88 contains 7489 members 
Mstep: Class 89 contains 7549 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8460 members 
Mstep: Class 94 contains 4897 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10253 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6904 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Mstep: Class 106 contains 10259 members 
Entering Unmasked Estep 
Score: -212288832.000000 Penalty: 380867.500000
Splitting cluster 74 changes total score from -212289568.000000 to -212288832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (11898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Entering Unmasked Estep 
Score: -1232964.750000 Penalty: 2327.263184
	Iteration 0F: 2 clusters Score -1232965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1224087.250000 Penalty: 4654.526367
	Iteration 0F: 3 clusters Score -1224087 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1227120.750000 Penalty: 4654.526367
	Iteration 1F: 3 clusters Score -1227121 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1227743.375000 Penalty: 4654.526367
	Iteration 2F: 3 clusters Score -1227743 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1228282.125000 Penalty: 4654.526367
	Iteration 3F: 3 clusters Score -1228282 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1228715.375000 Penalty: 4654.526367
	Iteration 4F: 3 clusters Score -1228715 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1229094.750000 Penalty: 4654.526367
	Iteration 5F: 3 clusters Score -1229095 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1229384.250000 Penalty: 4654.526367
	Iteration 6Q: 3 clusters Score -1229384 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1229636.500000 Penalty: 4654.526367
	Iteration 7Q: 3 clusters Score -1229636 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1229903.250000 Penalty: 4654.526367
	Iteration 8Q: 3 clusters Score -1229903 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1230175.625000 Penalty: 4654.526367
	Iteration 9Q: 3 clusters Score -1230176 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1230431.375000 Penalty: 4654.526367
	Iteration 10Q: 3 clusters Score -1230431 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1230662.125000 Penalty: 4654.526367
	Iteration 11Q: 3 clusters Score -1230662 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1230894.500000 Penalty: 4654.526367
	Iteration 12Q: 3 clusters Score -1230894 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1231127.250000 Penalty: 4654.526367
	Iteration 13Q: 3 clusters Score -1231127 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1231364.375000 Penalty: 4654.526367
	Iteration 14Q: 3 clusters Score -1231364 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1231535.750000 Penalty: 4654.526367
	Iteration 15Q: 3 clusters Score -1231536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1231641.375000 Penalty: 4654.526367
	Iteration 16Q: 3 clusters Score -1231641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1231719.375000 Penalty: 4654.526367
	Iteration 17Q: 3 clusters Score -1231719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1231763.625000 Penalty: 4654.526367
	Iteration 18Q: 3 clusters Score -1231764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1231804.875000 Penalty: 4654.526367
	Iteration 19Q: 3 clusters Score -1231805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1231838.375000 Penalty: 4654.526367
	Iteration 20F: 3 clusters Score -1231838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1231861.000000 Penalty: 4654.526367
	Iteration 21Q: 3 clusters Score -1231861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1231876.125000 Penalty: 4654.526367
	Iteration 22Q: 3 clusters Score -1231876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1231892.250000 Penalty: 4654.526367
	Iteration 23Q: 3 clusters Score -1231892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1231900.875000 Penalty: 4654.526367
	Iteration 24Q: 3 clusters Score -1231901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1231914.250000 Penalty: 4654.526367
	Iteration 25Q: 3 clusters Score -1231914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1231926.000000 Penalty: 4654.526367
	Iteration 26Q: 3 clusters Score -1231926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1231932.875000 Penalty: 4654.526367
	Iteration 27Q: 3 clusters Score -1231933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1231947.125000 Penalty: 4654.526367
	Iteration 28Q: 3 clusters Score -1231947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1231953.250000 Penalty: 4654.526367
	Iteration 29Q: 3 clusters Score -1231953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1231961.125000 Penalty: 4654.526367
	Iteration 30Q: 3 clusters Score -1231961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1231975.750000 Penalty: 4654.526367
	Iteration 31Q: 3 clusters Score -1231976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1231987.375000 Penalty: 4654.526367
	Iteration 32Q: 3 clusters Score -1231987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1231994.125000 Penalty: 4654.526367
	Iteration 33Q: 3 clusters Score -1231994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1231998.250000 Penalty: 4654.526367
	Iteration 34Q: 3 clusters Score -1231998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1232000.000000 Penalty: 4654.526367
	Iteration 35Q: 3 clusters Score -1232000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1232000.250000 Penalty: 4654.526367
	Iteration 36Q: 3 clusters Score -1232000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1232003.375000 Penalty: 4654.526367
	Iteration 37Q: 3 clusters Score -1232003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1232006.500000 Penalty: 4654.526367
	Iteration 38Q: 3 clusters Score -1232006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1232008.125000 Penalty: 4654.526367
	Iteration 39Q: 3 clusters Score -1232008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1232007.750000 Penalty: 4654.526367
	Iteration 40F: 3 clusters Score -1232008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1232010.000000 Penalty: 4654.526367
	Iteration 41Q: 3 clusters Score -1232010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1232010.000000 Penalty: 4654.526367
	Iteration 42F: 3 clusters Score -1232010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (11185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Entering Unmasked Estep 
Score: -1263170.500000 Penalty: 2311.937500
	Iteration 0F: 2 clusters Score -1263170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1254669.625000 Penalty: 4623.875000
	Iteration 0F: 3 clusters Score -1254670 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1257199.250000 Penalty: 4623.875000
	Iteration 1F: 3 clusters Score -1257199 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1257515.000000 Penalty: 4623.875000
	Iteration 2F: 3 clusters Score -1257515 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1257794.000000 Penalty: 4623.875000
	Iteration 3Q: 3 clusters Score -1257794 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1258040.000000 Penalty: 4623.875000
	Iteration 4Q: 3 clusters Score -1258040 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1258269.000000 Penalty: 4623.875000
	Iteration 5Q: 3 clusters Score -1258269 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1258488.000000 Penalty: 4623.875000
	Iteration 6Q: 3 clusters Score -1258488 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1258726.875000 Penalty: 4623.875000
	Iteration 7Q: 3 clusters Score -1258727 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1258977.250000 Penalty: 4623.875000
	Iteration 8Q: 3 clusters Score -1258977 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1259265.250000 Penalty: 4623.875000
	Iteration 9Q: 3 clusters Score -1259265 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1259574.750000 Penalty: 4623.875000
	Iteration 10Q: 3 clusters Score -1259575 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1259885.375000 Penalty: 4623.875000
	Iteration 11Q: 3 clusters Score -1259885 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1260183.625000 Penalty: 4623.875000
	Iteration 12Q: 3 clusters Score -1260184 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1260459.750000 Penalty: 4623.875000
	Iteration 13Q: 3 clusters Score -1260460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1260693.500000 Penalty: 4623.875000
	Iteration 14Q: 3 clusters Score -1260694 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1260883.125000 Penalty: 4623.875000
	Iteration 15Q: 3 clusters Score -1260883 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1261039.500000 Penalty: 4623.875000
	Iteration 16Q: 3 clusters Score -1261040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1261192.000000 Penalty: 4623.875000
	Iteration 17Q: 3 clusters Score -1261192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1261348.000000 Penalty: 4623.875000
	Iteration 18Q: 3 clusters Score -1261348 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1261507.875000 Penalty: 4623.875000
	Iteration 19Q: 3 clusters Score -1261508 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1261648.875000 Penalty: 4623.875000
	Iteration 20F: 3 clusters Score -1261649 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1261762.625000 Penalty: 4623.875000
	Iteration 21Q: 3 clusters Score -1261763 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1261846.250000 Penalty: 4623.875000
	Iteration 22Q: 3 clusters Score -1261846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1261902.125000 Penalty: 4623.875000
	Iteration 23Q: 3 clusters Score -1261902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1261939.750000 Penalty: 4623.875000
	Iteration 24Q: 3 clusters Score -1261940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1261971.875000 Penalty: 4623.875000
	Iteration 25Q: 3 clusters Score -1261972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1261999.625000 Penalty: 4623.875000
	Iteration 26Q: 3 clusters Score -1262000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1262017.750000 Penalty: 4623.875000
	Iteration 27Q: 3 clusters Score -1262018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1262028.250000 Penalty: 4623.875000
	Iteration 28Q: 3 clusters Score -1262028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1262034.875000 Penalty: 4623.875000
	Iteration 29Q: 3 clusters Score -1262035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1262046.250000 Penalty: 4623.875000
	Iteration 30Q: 3 clusters Score -1262046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1262058.250000 Penalty: 4623.875000
	Iteration 31Q: 3 clusters Score -1262058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1262072.375000 Penalty: 4623.875000
	Iteration 32Q: 3 clusters Score -1262072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1262081.875000 Penalty: 4623.875000
	Iteration 33Q: 3 clusters Score -1262082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1262090.750000 Penalty: 4623.875000
	Iteration 34Q: 3 clusters Score -1262091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1262098.500000 Penalty: 4623.875000
	Iteration 35Q: 3 clusters Score -1262098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1262109.375000 Penalty: 4623.875000
	Iteration 36Q: 3 clusters Score -1262109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1262128.625000 Penalty: 4623.875000
	Iteration 37Q: 3 clusters Score -1262129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1262141.125000 Penalty: 4623.875000
	Iteration 38Q: 3 clusters Score -1262141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1262164.750000 Penalty: 4623.875000
	Iteration 39Q: 3 clusters Score -1262165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1262189.375000 Penalty: 4623.875000
	Iteration 40F: 3 clusters Score -1262189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1262217.875000 Penalty: 4623.875000
	Iteration 41Q: 3 clusters Score -1262218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1262246.750000 Penalty: 4623.875000
	Iteration 42Q: 3 clusters Score -1262247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1262273.875000 Penalty: 4623.875000
	Iteration 43Q: 3 clusters Score -1262274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1262297.000000 Penalty: 4623.875000
	Iteration 44Q: 3 clusters Score -1262297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1262309.125000 Penalty: 4623.875000
	Iteration 45Q: 3 clusters Score -1262309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1262317.375000 Penalty: 4623.875000
	Iteration 46Q: 3 clusters Score -1262317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1262324.125000 Penalty: 4623.875000
	Iteration 47Q: 3 clusters Score -1262324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1262333.625000 Penalty: 4623.875000
	Iteration 48Q: 3 clusters Score -1262334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1262340.000000 Penalty: 4623.875000
	Iteration 49Q: 3 clusters Score -1262340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1262341.500000 Penalty: 4623.875000
	Iteration 50Q: 3 clusters Score -1262342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1262344.500000 Penalty: 4623.875000
	Iteration 51Q: 3 clusters Score -1262344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1262345.750000 Penalty: 4623.875000
	Iteration 52Q: 3 clusters Score -1262346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1262345.875000 Penalty: 4623.875000
	Iteration 53Q: 3 clusters Score -1262346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1262345.250000 Penalty: 4623.875000
	Iteration 54Q: 3 clusters Score -1262345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1262348.375000 Penalty: 4623.875000
	Iteration 55Q: 3 clusters Score -1262348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1262347.500000 Penalty: 4623.875000
	Iteration 56Q: 3 clusters Score -1262348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1262348.625000 Penalty: 4623.875000
	Iteration 57Q: 3 clusters Score -1262349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1262350.750000 Penalty: 4623.875000
	Iteration 58Q: 3 clusters Score -1262351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1262353.500000 Penalty: 4623.875000
	Iteration 59Q: 3 clusters Score -1262354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1262352.500000 Penalty: 4623.875000
	Iteration 60F: 3 clusters Score -1262352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1262353.375000 Penalty: 4623.875000
	Iteration 61Q: 3 clusters Score -1262353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1262352.125000 Penalty: 4623.875000
	Iteration 62Q: 3 clusters Score -1262352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1262354.625000 Penalty: 4623.875000
	Iteration 63Q: 3 clusters Score -1262355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1262360.000000 Penalty: 4623.875000
	Iteration 64Q: 3 clusters Score -1262360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1262358.125000 Penalty: 4623.875000
	Iteration 65Q: 3 clusters Score -1262358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1262364.500000 Penalty: 4623.875000
	Iteration 66Q: 3 clusters Score -1262364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1262366.000000 Penalty: 4623.875000
	Iteration 67Q: 3 clusters Score -1262366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1262370.125000 Penalty: 4623.875000
	Iteration 68Q: 3 clusters Score -1262370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1262377.875000 Penalty: 4623.875000
	Iteration 69Q: 3 clusters Score -1262378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1262378.125000 Penalty: 4623.875000
	Iteration 70Q: 3 clusters Score -1262378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1262380.625000 Penalty: 4623.875000
	Iteration 71Q: 3 clusters Score -1262381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1262386.250000 Penalty: 4623.875000
	Iteration 72Q: 3 clusters Score -1262386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1262384.125000 Penalty: 4623.875000
	Iteration 73Q: 3 clusters Score -1262384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1262388.000000 Penalty: 4623.875000
	Iteration 74Q: 3 clusters Score -1262388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1262386.125000 Penalty: 4623.875000
	Iteration 75Q: 3 clusters Score -1262386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1262387.500000 Penalty: 4623.875000
	Iteration 76Q: 3 clusters Score -1262388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1262392.000000 Penalty: 4623.875000
	Iteration 77Q: 3 clusters Score -1262392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1262392.250000 Penalty: 4623.875000
	Iteration 78Q: 3 clusters Score -1262392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1262393.875000 Penalty: 4623.875000
	Iteration 79Q: 3 clusters Score -1262394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1262394.250000 Penalty: 4623.875000
	Iteration 80F: 3 clusters Score -1262394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -589150.062500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -589150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -584021.187500 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -584021.2 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -585533.062500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -585533.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -585941.750000 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -585941.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -586227.937500 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -586227.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -586480.937500 Penalty: 4321.610352
	Iteration 4F: 3 clusters Score -586480.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -586709.500000 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -586709.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -586941.750000 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -586941.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -587143.750000 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -587143.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -587288.125000 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -587288.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -587387.250000 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -587387.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -587456.125000 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -587456.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -587516.875000 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -587516.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -587571.750000 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -587571.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -587611.500000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -587611.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -587644.812500 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -587644.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -587666.062500 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -587666.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -587681.000000 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -587681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -587694.062500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -587694.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -587702.750000 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -587702.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -587708.687500 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -587708.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -587712.812500 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -587712.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -587720.125000 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -587720.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -587727.125000 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -587727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -587732.375000 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -587732.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -587738.812500 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -587738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -587746.187500 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -587746.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -587755.812500 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -587755.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -587767.125000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -587767.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -587774.312500 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -587774.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -587779.125000 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -587779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -587781.562500 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -587781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -587784.687500 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -587784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -587785.312500 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -587785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -587785.875000 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -587785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -587788.000000 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -587788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -587787.000000 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -587787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -587789.625000 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -587789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -587788.875000 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -587788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -587790.000000 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -587790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -587788.375000 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -587788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -587790.000000 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -587790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -587790.500000 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -587790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -587789.875000 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -587789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -587789.875000 Penalty: 4321.610352
	Iteration 43F: 3 clusters Score -587789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (15289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Entering Unmasked Estep 
Score: -1747418.625000 Penalty: 2389.452393
	Iteration 0F: 2 clusters Score -1747419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1736365.375000 Penalty: 4778.904785
	Iteration 0F: 3 clusters Score -1736365 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1739910.250000 Penalty: 4778.904785
	Iteration 1F: 3 clusters Score -1739910 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1740388.625000 Penalty: 4778.904785
	Iteration 2F: 3 clusters Score -1740389 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1740831.500000 Penalty: 4778.904785
	Iteration 3F: 3 clusters Score -1740832 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1741260.500000 Penalty: 4778.904785
	Iteration 4F: 3 clusters Score -1741260 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1741756.000000 Penalty: 4778.904785
	Iteration 5F: 3 clusters Score -1741756 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1742359.375000 Penalty: 4778.904785
	Iteration 6F: 3 clusters Score -1742359 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1743004.250000 Penalty: 4778.904785
	Iteration 7F: 3 clusters Score -1743004 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1743577.250000 Penalty: 4778.904785
	Iteration 8F: 3 clusters Score -1743577 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1744029.250000 Penalty: 4778.904785
	Iteration 9Q: 3 clusters Score -1744029 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1744417.875000 Penalty: 4778.904785
	Iteration 10Q: 3 clusters Score -1744418 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1744726.750000 Penalty: 4778.904785
	Iteration 11Q: 3 clusters Score -1744727 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1745004.625000 Penalty: 4778.904785
	Iteration 12Q: 3 clusters Score -1745005 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1745199.375000 Penalty: 4778.904785
	Iteration 13Q: 3 clusters Score -1745199 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1745371.625000 Penalty: 4778.904785
	Iteration 14Q: 3 clusters Score -1745372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1745498.125000 Penalty: 4778.904785
	Iteration 15Q: 3 clusters Score -1745498 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1745582.875000 Penalty: 4778.904785
	Iteration 16Q: 3 clusters Score -1745583 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1745643.250000 Penalty: 4778.904785
	Iteration 17Q: 3 clusters Score -1745643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1745682.375000 Penalty: 4778.904785
	Iteration 18Q: 3 clusters Score -1745682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1745729.250000 Penalty: 4778.904785
	Iteration 19Q: 3 clusters Score -1745729 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1745780.875000 Penalty: 4778.904785
	Iteration 20F: 3 clusters Score -1745781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1745825.750000 Penalty: 4778.904785
	Iteration 21Q: 3 clusters Score -1745826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1745868.750000 Penalty: 4778.904785
	Iteration 22Q: 3 clusters Score -1745869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1745891.125000 Penalty: 4778.904785
	Iteration 23Q: 3 clusters Score -1745891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1745910.375000 Penalty: 4778.904785
	Iteration 24Q: 3 clusters Score -1745910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1745930.500000 Penalty: 4778.904785
	Iteration 25Q: 3 clusters Score -1745930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1745937.250000 Penalty: 4778.904785
	Iteration 26Q: 3 clusters Score -1745937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1745952.250000 Penalty: 4778.904785
	Iteration 27Q: 3 clusters Score -1745952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1745964.000000 Penalty: 4778.904785
	Iteration 28Q: 3 clusters Score -1745964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1745972.250000 Penalty: 4778.904785
	Iteration 29Q: 3 clusters Score -1745972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1745977.375000 Penalty: 4778.904785
	Iteration 30Q: 3 clusters Score -1745977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1745980.750000 Penalty: 4778.904785
	Iteration 31Q: 3 clusters Score -1745981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1745981.250000 Penalty: 4778.904785
	Iteration 32Q: 3 clusters Score -1745981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1745979.000000 Penalty: 4778.904785
	Iteration 33Q: 3 clusters Score -1745979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1745984.375000 Penalty: 4778.904785
	Iteration 34Q: 3 clusters Score -1745984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1745988.375000 Penalty: 4778.904785
	Iteration 35Q: 3 clusters Score -1745988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1745988.625000 Penalty: 4778.904785
	Iteration 36Q: 3 clusters Score -1745989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1745990.000000 Penalty: 4778.904785
	Iteration 37Q: 3 clusters Score -1745990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1745991.375000 Penalty: 4778.904785
	Iteration 38Q: 3 clusters Score -1745991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1745989.625000 Penalty: 4778.904785
	Iteration 39Q: 3 clusters Score -1745990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1745993.500000 Penalty: 4778.904785
	Iteration 40F: 3 clusters Score -1745994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1745993.000000 Penalty: 4778.904785
	Iteration 41Q: 3 clusters Score -1745993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1745994.375000 Penalty: 4778.904785
	Iteration 42Q: 3 clusters Score -1745994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1745993.875000 Penalty: 4778.904785
	Iteration 43Q: 3 clusters Score -1745994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1745995.625000 Penalty: 4778.904785
	Iteration 44Q: 3 clusters Score -1745996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1745994.875000 Penalty: 4778.904785
	Iteration 45Q: 3 clusters Score -1745995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1745992.750000 Penalty: 4778.904785
	Iteration 46Q: 3 clusters Score -1745993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1745993.500000 Penalty: 4778.904785
	Iteration 47Q: 3 clusters Score -1745994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1745993.500000 Penalty: 4778.904785
	Iteration 48F: 3 clusters Score -1745994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Entering Unmasked Estep 
Score: -2730830.500000 Penalty: 2500.245117
	Iteration 0F: 2 clusters Score -2730830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2714323.250000 Penalty: 5000.490234
	Iteration 0F: 3 clusters Score -2714323 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2720119.250000 Penalty: 5000.490234
	Iteration 1F: 3 clusters Score -2720119 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2721017.000000 Penalty: 5000.490234
	Iteration 2F: 3 clusters Score -2721017 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2722138.000000 Penalty: 5000.490234
	Iteration 3F: 3 clusters Score -2722138 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2723401.000000 Penalty: 5000.490234
	Iteration 4F: 3 clusters Score -2723401 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2724411.500000 Penalty: 5000.490234
	Iteration 5F: 3 clusters Score -2724412 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2725193.000000 Penalty: 5000.490234
	Iteration 6F: 3 clusters Score -2725193 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2725724.750000 Penalty: 5000.490234
	Iteration 7Q: 3 clusters Score -2725725 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2726194.500000 Penalty: 5000.490234
	Iteration 8Q: 3 clusters Score -2726194 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2726607.250000 Penalty: 5000.490234
	Iteration 9Q: 3 clusters Score -2726607 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2726961.750000 Penalty: 5000.490234
	Iteration 10Q: 3 clusters Score -2726962 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2727261.250000 Penalty: 5000.490234
	Iteration 11Q: 3 clusters Score -2727261 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2727529.500000 Penalty: 5000.490234
	Iteration 12Q: 3 clusters Score -2727530 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2727746.750000 Penalty: 5000.490234
	Iteration 13Q: 3 clusters Score -2727747 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2727926.500000 Penalty: 5000.490234
	Iteration 14Q: 3 clusters Score -2727926 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2728059.250000 Penalty: 5000.490234
	Iteration 15Q: 3 clusters Score -2728059 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2728152.000000 Penalty: 5000.490234
	Iteration 16Q: 3 clusters Score -2728152 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2728215.500000 Penalty: 5000.490234
	Iteration 17Q: 3 clusters Score -2728216 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2728282.750000 Penalty: 5000.490234
	Iteration 18Q: 3 clusters Score -2728283 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2728360.500000 Penalty: 5000.490234
	Iteration 19Q: 3 clusters Score -2728360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2728399.500000 Penalty: 5000.490234
	Iteration 20F: 3 clusters Score -2728400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2728440.750000 Penalty: 5000.490234
	Iteration 21Q: 3 clusters Score -2728441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2728498.000000 Penalty: 5000.490234
	Iteration 22Q: 3 clusters Score -2728498 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2728561.750000 Penalty: 5000.490234
	Iteration 23Q: 3 clusters Score -2728562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2728623.500000 Penalty: 5000.490234
	Iteration 24Q: 3 clusters Score -2728624 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2728713.500000 Penalty: 5000.490234
	Iteration 25Q: 3 clusters Score -2728714 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2728802.250000 Penalty: 5000.490234
	Iteration 26Q: 3 clusters Score -2728802 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2728902.500000 Penalty: 5000.490234
	Iteration 27Q: 3 clusters Score -2728902 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2728999.750000 Penalty: 5000.490234
	Iteration 28Q: 3 clusters Score -2729000 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2729083.500000 Penalty: 5000.490234
	Iteration 29Q: 3 clusters Score -2729084 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2729176.500000 Penalty: 5000.490234
	Iteration 30Q: 3 clusters Score -2729176 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2729257.500000 Penalty: 5000.490234
	Iteration 31Q: 3 clusters Score -2729258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2729361.000000 Penalty: 5000.490234
	Iteration 32Q: 3 clusters Score -2729361 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2729454.250000 Penalty: 5000.490234
	Iteration 33Q: 3 clusters Score -2729454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2729509.500000 Penalty: 5000.490234
	Iteration 34Q: 3 clusters Score -2729510 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2729558.500000 Penalty: 5000.490234
	Iteration 35Q: 3 clusters Score -2729558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2729613.750000 Penalty: 5000.490234
	Iteration 36Q: 3 clusters Score -2729614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2729653.000000 Penalty: 5000.490234
	Iteration 37Q: 3 clusters Score -2729653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2729707.250000 Penalty: 5000.490234
	Iteration 38Q: 3 clusters Score -2729707 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2729767.750000 Penalty: 5000.490234
	Iteration 39Q: 3 clusters Score -2729768 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2729883.500000 Penalty: 5000.490234
	Iteration 40F: 3 clusters Score -2729884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2730008.750000 Penalty: 5000.490234
	Iteration 41Q: 3 clusters Score -2730009 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2730127.750000 Penalty: 5000.490234
	Iteration 42Q: 3 clusters Score -2730128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2730251.750000 Penalty: 5000.490234
	Iteration 43Q: 3 clusters Score -2730252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2730367.750000 Penalty: 5000.490234
	Iteration 44Q: 3 clusters Score -2730368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2730426.000000 Penalty: 5000.490234
	Iteration 45Q: 3 clusters Score -2730426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2730464.000000 Penalty: 5000.490234
	Iteration 46Q: 3 clusters Score -2730464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2730476.500000 Penalty: 5000.490234
	Iteration 47Q: 3 clusters Score -2730476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2730495.500000 Penalty: 5000.490234
	Iteration 48Q: 3 clusters Score -2730496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2730498.000000 Penalty: 5000.490234
	Iteration 49Q: 3 clusters Score -2730498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2730495.500000 Penalty: 5000.490234
	Iteration 50Q: 3 clusters Score -2730496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2730493.750000 Penalty: 5000.490234
	Iteration 51Q: 3 clusters Score -2730494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2730495.000000 Penalty: 5000.490234
	Iteration 52Q: 3 clusters Score -2730495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2730494.500000 Penalty: 5000.490234
	Iteration 53Q: 3 clusters Score -2730494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2730495.750000 Penalty: 5000.490234
	Iteration 54Q: 3 clusters Score -2730496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2730501.750000 Penalty: 5000.490234
	Iteration 55Q: 3 clusters Score -2730502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2730506.250000 Penalty: 5000.490234
	Iteration 56Q: 3 clusters Score -2730506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2730506.250000 Penalty: 5000.490234
	Iteration 57Q: 3 clusters Score -2730506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2730506.000000 Penalty: 5000.490234
	Iteration 58Q: 3 clusters Score -2730506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2730508.250000 Penalty: 5000.490234
	Iteration 59Q: 3 clusters Score -2730508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2730507.250000 Penalty: 5000.490234
	Iteration 60F: 3 clusters Score -2730507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -724280.687500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -724280.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -718969.625000 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -718969.6 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -720495.312500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -720495.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -720916.500000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -720916.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -721317.125000 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -721317.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -721808.937500 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -721808.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -722733.187500 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -722733.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -723452.875000 Penalty: 4348.672363
	Iteration 6F: 3 clusters Score -723452.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -723860.250000 Penalty: 4348.672363
	Iteration 7F: 3 clusters Score -723860.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -724117.562500 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -724117.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -724281.562500 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -724281.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -724439.687500 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -724439.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -724726.750000 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -724726.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -725095.937500 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -725095.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -725344.312500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -725344.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -725385.250000 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -725385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -725390.125000 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -725390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -725393.937500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -725393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -725393.937500 Penalty: 4348.672363
	Iteration 17F: 3 clusters Score -725393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 107821 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51282 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57742 members 
Mstep: Class 16 contains 51611 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248020 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140178 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25057 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11196 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169322 members 
Mstep: Class 34 contains 5040 members 
Mstep: Class 35 contains 60807 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9374 members 
Mstep: Class 43 contains 10016 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21372 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3348 members 
Mstep: Class 63 contains 27511 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29558 members 
Mstep: Class 70 contains 13055 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 13654 members 
Mstep: Class 75 contains 11898 members 
Mstep: Class 76 contains 11185 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 4687 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22471 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7268 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8144 members 
Mstep: Class 88 contains 7489 members 
Mstep: Class 89 contains 7549 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8460 members 
Mstep: Class 94 contains 4897 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10253 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6904 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Mstep: Class 106 contains 1735 members 
Entering Unmasked Estep 
Score: -212289184.000000 Penalty: 380867.500000
Splitting cluster 80 changes total score from -212289568.000000 to -212289184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30051.152344 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30051.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28783.310547 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28783.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28913.298828 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28913.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28993.857422 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -28993.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29049.677734 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -29049.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29142.775391 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -29142.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29267.007812 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -29267.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29398.589844 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -29398.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29445.271484 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -29445.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29454.425781 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -29454.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29458.871094 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -29458.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29460.830078 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -29460.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29464.015625 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -29464.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29465.904297 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -29465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29468.605469 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -29468.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29474.183594 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -29474.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29476.980469 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -29476.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29484.619141 Penalty: 2871.820312
	Iteration 16Q: 3 clusters Score -29484.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29507.720703 Penalty: 2871.820312
	Iteration 17Q: 3 clusters Score -29507.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29539.066406 Penalty: 2871.820312
	Iteration 18Q: 3 clusters Score -29539.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29544.919922 Penalty: 2871.820312
	Iteration 19Q: 3 clusters Score -29544.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29549.460938 Penalty: 2871.820312
	Iteration 20F: 3 clusters Score -29549.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29567.742188 Penalty: 2871.820312
	Iteration 21Q: 3 clusters Score -29567.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29589.431641 Penalty: 2871.820312
	Iteration 22Q: 3 clusters Score -29589.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29603.691406 Penalty: 2871.820312
	Iteration 23Q: 3 clusters Score -29603.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29603.691406 Penalty: 2871.820312
	Iteration 24F: 3 clusters Score -29603.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (22471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Entering Unmasked Estep 
Score: -2325293.500000 Penalty: 2484.955078
	Iteration 0F: 2 clusters Score -2325294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2309563.250000 Penalty: 4969.910156
	Iteration 0F: 3 clusters Score -2309563 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2315342.000000 Penalty: 4969.910156
	Iteration 1F: 3 clusters Score -2315342 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2316044.250000 Penalty: 4969.910156
	Iteration 2F: 3 clusters Score -2316044 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2316839.250000 Penalty: 4969.910156
	Iteration 3F: 3 clusters Score -2316839 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2317634.000000 Penalty: 4969.910156
	Iteration 4F: 3 clusters Score -2317634 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2318405.000000 Penalty: 4969.910156
	Iteration 5F: 3 clusters Score -2318405 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2319052.750000 Penalty: 4969.910156
	Iteration 6F: 3 clusters Score -2319053 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2319591.250000 Penalty: 4969.910156
	Iteration 7Q: 3 clusters Score -2319591 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2320014.500000 Penalty: 4969.910156
	Iteration 8Q: 3 clusters Score -2320014 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2320365.500000 Penalty: 4969.910156
	Iteration 9Q: 3 clusters Score -2320366 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2320673.250000 Penalty: 4969.910156
	Iteration 10Q: 3 clusters Score -2320673 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2320928.000000 Penalty: 4969.910156
	Iteration 11Q: 3 clusters Score -2320928 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2321166.000000 Penalty: 4969.910156
	Iteration 12Q: 3 clusters Score -2321166 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2321372.000000 Penalty: 4969.910156
	Iteration 13Q: 3 clusters Score -2321372 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2321569.500000 Penalty: 4969.910156
	Iteration 14Q: 3 clusters Score -2321570 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2321751.750000 Penalty: 4969.910156
	Iteration 15Q: 3 clusters Score -2321752 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2321917.000000 Penalty: 4969.910156
	Iteration 16Q: 3 clusters Score -2321917 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2322068.000000 Penalty: 4969.910156
	Iteration 17Q: 3 clusters Score -2322068 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2322214.500000 Penalty: 4969.910156
	Iteration 18Q: 3 clusters Score -2322214 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2322360.500000 Penalty: 4969.910156
	Iteration 19Q: 3 clusters Score -2322360 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2322517.000000 Penalty: 4969.910156
	Iteration 20F: 3 clusters Score -2322517 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2322639.000000 Penalty: 4969.910156
	Iteration 21Q: 3 clusters Score -2322639 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2322778.250000 Penalty: 4969.910156
	Iteration 22Q: 3 clusters Score -2322778 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2322898.000000 Penalty: 4969.910156
	Iteration 23Q: 3 clusters Score -2322898 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2323010.500000 Penalty: 4969.910156
	Iteration 24Q: 3 clusters Score -2323010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2323103.500000 Penalty: 4969.910156
	Iteration 25Q: 3 clusters Score -2323104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2323196.750000 Penalty: 4969.910156
	Iteration 26Q: 3 clusters Score -2323197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2323257.250000 Penalty: 4969.910156
	Iteration 27Q: 3 clusters Score -2323257 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2323308.500000 Penalty: 4969.910156
	Iteration 28Q: 3 clusters Score -2323308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2323369.750000 Penalty: 4969.910156
	Iteration 29Q: 3 clusters Score -2323370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2323406.250000 Penalty: 4969.910156
	Iteration 30Q: 3 clusters Score -2323406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2323445.500000 Penalty: 4969.910156
	Iteration 31Q: 3 clusters Score -2323446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2323475.500000 Penalty: 4969.910156
	Iteration 32Q: 3 clusters Score -2323476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2323498.750000 Penalty: 4969.910156
	Iteration 33Q: 3 clusters Score -2323499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2323516.000000 Penalty: 4969.910156
	Iteration 34Q: 3 clusters Score -2323516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2323536.500000 Penalty: 4969.910156
	Iteration 35Q: 3 clusters Score -2323536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2323561.750000 Penalty: 4969.910156
	Iteration 36Q: 3 clusters Score -2323562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2323575.250000 Penalty: 4969.910156
	Iteration 37Q: 3 clusters Score -2323575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2323581.750000 Penalty: 4969.910156
	Iteration 38Q: 3 clusters Score -2323582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2323596.000000 Penalty: 4969.910156
	Iteration 39Q: 3 clusters Score -2323596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2323601.750000 Penalty: 4969.910156
	Iteration 40F: 3 clusters Score -2323602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2323617.000000 Penalty: 4969.910156
	Iteration 41Q: 3 clusters Score -2323617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2323615.250000 Penalty: 4969.910156
	Iteration 42Q: 3 clusters Score -2323615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2323621.250000 Penalty: 4969.910156
	Iteration 43Q: 3 clusters Score -2323621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2323631.500000 Penalty: 4969.910156
	Iteration 44Q: 3 clusters Score -2323632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2323627.000000 Penalty: 4969.910156
	Iteration 45Q: 3 clusters Score -2323627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2323630.750000 Penalty: 4969.910156
	Iteration 46Q: 3 clusters Score -2323631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2323631.750000 Penalty: 4969.910156
	Iteration 47Q: 3 clusters Score -2323632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2323634.500000 Penalty: 4969.910156
	Iteration 48Q: 3 clusters Score -2323634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2323639.000000 Penalty: 4969.910156
	Iteration 49Q: 3 clusters Score -2323639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2323646.750000 Penalty: 4969.910156
	Iteration 50Q: 3 clusters Score -2323647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2323644.250000 Penalty: 4969.910156
	Iteration 51Q: 3 clusters Score -2323644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2323640.750000 Penalty: 4969.910156
	Iteration 52Q: 3 clusters Score -2323641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2323648.000000 Penalty: 4969.910156
	Iteration 53Q: 3 clusters Score -2323648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2323647.500000 Penalty: 4969.910156
	Iteration 54Q: 3 clusters Score -2323648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2323648.000000 Penalty: 4969.910156
	Iteration 55Q: 3 clusters Score -2323648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2323653.000000 Penalty: 4969.910156
	Iteration 56Q: 3 clusters Score -2323653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2323649.750000 Penalty: 4969.910156
	Iteration 57Q: 3 clusters Score -2323650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2323653.000000 Penalty: 4969.910156
	Iteration 58Q: 3 clusters Score -2323653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2323656.250000 Penalty: 4969.910156
	Iteration 59Q: 3 clusters Score -2323656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2323657.000000 Penalty: 4969.910156
	Iteration 60F: 3 clusters Score -2323657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2323659.500000 Penalty: 4969.910156
	Iteration 61Q: 3 clusters Score -2323660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2323659.750000 Penalty: 4969.910156
	Iteration 62Q: 3 clusters Score -2323660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2323660.750000 Penalty: 4969.910156
	Iteration 63Q: 3 clusters Score -2323661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2323659.750000 Penalty: 4969.910156
	Iteration 64Q: 3 clusters Score -2323660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2323660.750000 Penalty: 4969.910156
	Iteration 65Q: 3 clusters Score -2323661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2323661.750000 Penalty: 4969.910156
	Iteration 66Q: 3 clusters Score -2323662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2323665.750000 Penalty: 4969.910156
	Iteration 67Q: 3 clusters Score -2323666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2323663.750000 Penalty: 4969.910156
	Iteration 68Q: 3 clusters Score -2323664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2323666.250000 Penalty: 4969.910156
	Iteration 69Q: 3 clusters Score -2323666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2323668.250000 Penalty: 4969.910156
	Iteration 70Q: 3 clusters Score -2323668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2323671.750000 Penalty: 4969.910156
	Iteration 71Q: 3 clusters Score -2323672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2323674.750000 Penalty: 4969.910156
	Iteration 72Q: 3 clusters Score -2323675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2323675.500000 Penalty: 4969.910156
	Iteration 73Q: 3 clusters Score -2323676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2323674.250000 Penalty: 4969.910156
	Iteration 74Q: 3 clusters Score -2323674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2323675.500000 Penalty: 4969.910156
	Iteration 75Q: 3 clusters Score -2323676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2323679.000000 Penalty: 4969.910156
	Iteration 76Q: 3 clusters Score -2323679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2323679.750000 Penalty: 4969.910156
	Iteration 77Q: 3 clusters Score -2323680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2323684.250000 Penalty: 4969.910156
	Iteration 78Q: 3 clusters Score -2323684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2323683.500000 Penalty: 4969.910156
	Iteration 79Q: 3 clusters Score -2323684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2323689.500000 Penalty: 4969.910156
	Iteration 80F: 3 clusters Score -2323690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2323695.250000 Penalty: 4969.910156
	Iteration 81Q: 3 clusters Score -2323695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2323693.250000 Penalty: 4969.910156
	Iteration 82Q: 3 clusters Score -2323693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2323693.250000 Penalty: 4969.910156
	Iteration 83Q: 3 clusters Score -2323693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2323697.500000 Penalty: 4969.910156
	Iteration 84Q: 3 clusters Score -2323698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2323700.500000 Penalty: 4969.910156
	Iteration 85Q: 3 clusters Score -2323700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2323700.500000 Penalty: 4969.910156
	Iteration 86Q: 3 clusters Score -2323700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2323703.750000 Penalty: 4969.910156
	Iteration 87Q: 3 clusters Score -2323704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2323706.750000 Penalty: 4969.910156
	Iteration 88Q: 3 clusters Score -2323707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2323707.750000 Penalty: 4969.910156
	Iteration 89Q: 3 clusters Score -2323708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2323706.500000 Penalty: 4969.910156
	Iteration 90Q: 3 clusters Score -2323706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2323709.750000 Penalty: 4969.910156
	Iteration 91Q: 3 clusters Score -2323710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2323710.500000 Penalty: 4969.910156
	Iteration 92Q: 3 clusters Score -2323710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2323713.500000 Penalty: 4969.910156
	Iteration 93Q: 3 clusters Score -2323714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2323720.500000 Penalty: 4969.910156
	Iteration 94Q: 3 clusters Score -2323720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2323718.000000 Penalty: 4969.910156
	Iteration 95Q: 3 clusters Score -2323718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2323718.750000 Penalty: 4969.910156
	Iteration 96Q: 3 clusters Score -2323719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2323718.750000 Penalty: 4969.910156
	Iteration 97F: 3 clusters Score -2323719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -369833.281250 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -369833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -365985.875000 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -365985.9 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -367095.375000 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -367095.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -367504.343750 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -367504.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -367840.906250 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -367840.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -368146.656250 Penalty: 4119.029297
	Iteration 4F: 3 clusters Score -368146.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -368387.187500 Penalty: 4119.029297
	Iteration 5F: 3 clusters Score -368387.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -368519.812500 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -368519.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -368591.375000 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -368591.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -368649.843750 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -368649.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -368696.500000 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -368696.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -368733.187500 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -368733.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -368763.812500 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -368763.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -368791.031250 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -368791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -368809.000000 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -368809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -368822.687500 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -368822.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -368837.625000 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -368837.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -368849.062500 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -368849.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -368859.031250 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -368859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -368866.312500 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -368866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -368875.500000 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -368875.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -368889.312500 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -368889.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -368908.750000 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -368908.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -368928.031250 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -368928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -368947.406250 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -368947.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -368969.375000 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -368969.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -368993.875000 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -368993.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -369008.968750 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -369009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -369023.656250 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -369023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -369038.531250 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -369038.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -369052.781250 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -369052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -369065.750000 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -369065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -369075.531250 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -369075.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -369082.500000 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -369082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -369089.781250 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -369089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -369094.906250 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -369094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -369098.718750 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -369098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -369101.656250 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -369101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -369103.062500 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -369103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -369103.312500 Penalty: 4119.029297
	Iteration 38Q: 3 clusters Score -369103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -369103.312500 Penalty: 4119.029297
	Iteration 39F: 3 clusters Score -369103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -741308.062500 Penalty: 2205.026611
	Iteration 0F: 2 clusters Score -741308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -735406.375000 Penalty: 4410.053223
	Iteration 0F: 3 clusters Score -735406.4 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -737133.812500 Penalty: 4410.053223
	Iteration 1F: 3 clusters Score -737133.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -737654.875000 Penalty: 4410.053223
	Iteration 2F: 3 clusters Score -737654.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -738159.250000 Penalty: 4410.053223
	Iteration 3F: 3 clusters Score -738159.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -738554.562500 Penalty: 4410.053223
	Iteration 4F: 3 clusters Score -738554.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -738850.250000 Penalty: 4410.053223
	Iteration 5F: 3 clusters Score -738850.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -739112.687500 Penalty: 4410.053223
	Iteration 6Q: 3 clusters Score -739112.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -739306.250000 Penalty: 4410.053223
	Iteration 7Q: 3 clusters Score -739306.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -739428.562500 Penalty: 4410.053223
	Iteration 8Q: 3 clusters Score -739428.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -739516.000000 Penalty: 4410.053223
	Iteration 9Q: 3 clusters Score -739516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -739588.437500 Penalty: 4410.053223
	Iteration 10Q: 3 clusters Score -739588.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -739648.375000 Penalty: 4410.053223
	Iteration 11Q: 3 clusters Score -739648.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -739699.625000 Penalty: 4410.053223
	Iteration 12Q: 3 clusters Score -739699.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -739731.375000 Penalty: 4410.053223
	Iteration 13Q: 3 clusters Score -739731.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -739757.562500 Penalty: 4410.053223
	Iteration 14Q: 3 clusters Score -739757.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -739779.187500 Penalty: 4410.053223
	Iteration 15Q: 3 clusters Score -739779.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -739798.500000 Penalty: 4410.053223
	Iteration 16Q: 3 clusters Score -739798.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -739812.750000 Penalty: 4410.053223
	Iteration 17Q: 3 clusters Score -739812.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -739826.250000 Penalty: 4410.053223
	Iteration 18Q: 3 clusters Score -739826.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -739838.625000 Penalty: 4410.053223
	Iteration 19Q: 3 clusters Score -739838.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -739847.812500 Penalty: 4410.053223
	Iteration 20F: 3 clusters Score -739847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -739855.312500 Penalty: 4410.053223
	Iteration 21Q: 3 clusters Score -739855.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -739858.062500 Penalty: 4410.053223
	Iteration 22Q: 3 clusters Score -739858.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -739861.937500 Penalty: 4410.053223
	Iteration 23Q: 3 clusters Score -739861.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -739866.187500 Penalty: 4410.053223
	Iteration 24Q: 3 clusters Score -739866.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -739869.062500 Penalty: 4410.053223
	Iteration 25Q: 3 clusters Score -739869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -739870.875000 Penalty: 4410.053223
	Iteration 26Q: 3 clusters Score -739870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -739873.125000 Penalty: 4410.053223
	Iteration 27Q: 3 clusters Score -739873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -739873.875000 Penalty: 4410.053223
	Iteration 28Q: 3 clusters Score -739873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -739873.437500 Penalty: 4410.053223
	Iteration 29Q: 3 clusters Score -739873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -739873.500000 Penalty: 4410.053223
	Iteration 30Q: 3 clusters Score -739873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -739873.875000 Penalty: 4410.053223
	Iteration 31Q: 3 clusters Score -739873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -739874.437500 Penalty: 4410.053223
	Iteration 32Q: 3 clusters Score -739874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -739874.812500 Penalty: 4410.053223
	Iteration 33Q: 3 clusters Score -739874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -739874.812500 Penalty: 4410.053223
	Iteration 34F: 3 clusters Score -739874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (28192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Entering Unmasked Estep 
Score: -2939770.500000 Penalty: 2541.204834
	Iteration 0F: 2 clusters Score -2939770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2920438.500000 Penalty: 5082.409668
	Iteration 0F: 3 clusters Score -2920438 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2927763.500000 Penalty: 5082.409668
	Iteration 1F: 3 clusters Score -2927764 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2928577.000000 Penalty: 5082.409668
	Iteration 2F: 3 clusters Score -2928577 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2929400.500000 Penalty: 5082.409668
	Iteration 3F: 3 clusters Score -2929400 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2930165.750000 Penalty: 5082.409668
	Iteration 4F: 3 clusters Score -2930166 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2930826.000000 Penalty: 5082.409668
	Iteration 5F: 3 clusters Score -2930826 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2931370.500000 Penalty: 5082.409668
	Iteration 6Q: 3 clusters Score -2931370 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2931823.000000 Penalty: 5082.409668
	Iteration 7Q: 3 clusters Score -2931823 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2932196.750000 Penalty: 5082.409668
	Iteration 8Q: 3 clusters Score -2932197 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2932570.000000 Penalty: 5082.409668
	Iteration 9Q: 3 clusters Score -2932570 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2932895.750000 Penalty: 5082.409668
	Iteration 10Q: 3 clusters Score -2932896 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2933235.000000 Penalty: 5082.409668
	Iteration 11Q: 3 clusters Score -2933235 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2933547.750000 Penalty: 5082.409668
	Iteration 12Q: 3 clusters Score -2933548 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2933825.000000 Penalty: 5082.409668
	Iteration 13Q: 3 clusters Score -2933825 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2934115.250000 Penalty: 5082.409668
	Iteration 14Q: 3 clusters Score -2934115 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2934394.750000 Penalty: 5082.409668
	Iteration 15Q: 3 clusters Score -2934395 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2934683.250000 Penalty: 5082.409668
	Iteration 16Q: 3 clusters Score -2934683 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2934920.000000 Penalty: 5082.409668
	Iteration 17Q: 3 clusters Score -2934920 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2935109.250000 Penalty: 5082.409668
	Iteration 18Q: 3 clusters Score -2935109 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2935289.250000 Penalty: 5082.409668
	Iteration 19Q: 3 clusters Score -2935289 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2935499.000000 Penalty: 5082.409668
	Iteration 20F: 3 clusters Score -2935499 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2935642.000000 Penalty: 5082.409668
	Iteration 21Q: 3 clusters Score -2935642 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2935787.250000 Penalty: 5082.409668
	Iteration 22Q: 3 clusters Score -2935787 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2935908.000000 Penalty: 5082.409668
	Iteration 23Q: 3 clusters Score -2935908 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2936042.500000 Penalty: 5082.409668
	Iteration 24Q: 3 clusters Score -2936042 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2936159.250000 Penalty: 5082.409668
	Iteration 25Q: 3 clusters Score -2936159 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2936263.000000 Penalty: 5082.409668
	Iteration 26Q: 3 clusters Score -2936263 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2936373.000000 Penalty: 5082.409668
	Iteration 27Q: 3 clusters Score -2936373 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2936461.000000 Penalty: 5082.409668
	Iteration 28Q: 3 clusters Score -2936461 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2936541.000000 Penalty: 5082.409668
	Iteration 29Q: 3 clusters Score -2936541 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2936641.500000 Penalty: 5082.409668
	Iteration 30Q: 3 clusters Score -2936642 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2936773.750000 Penalty: 5082.409668
	Iteration 31Q: 3 clusters Score -2936774 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2936883.500000 Penalty: 5082.409668
	Iteration 32Q: 3 clusters Score -2936884 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2936993.000000 Penalty: 5082.409668
	Iteration 33Q: 3 clusters Score -2936993 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2937132.500000 Penalty: 5082.409668
	Iteration 34Q: 3 clusters Score -2937132 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2937245.250000 Penalty: 5082.409668
	Iteration 35Q: 3 clusters Score -2937245 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2937376.750000 Penalty: 5082.409668
	Iteration 36Q: 3 clusters Score -2937377 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2937520.250000 Penalty: 5082.409668
	Iteration 37Q: 3 clusters Score -2937520 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2937644.250000 Penalty: 5082.409668
	Iteration 38Q: 3 clusters Score -2937644 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2937744.500000 Penalty: 5082.409668
	Iteration 39Q: 3 clusters Score -2937744 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2937870.750000 Penalty: 5082.409668
	Iteration 40F: 3 clusters Score -2937871 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2937982.500000 Penalty: 5082.409668
	Iteration 41Q: 3 clusters Score -2937982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2938051.750000 Penalty: 5082.409668
	Iteration 42Q: 3 clusters Score -2938052 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2938126.500000 Penalty: 5082.409668
	Iteration 43Q: 3 clusters Score -2938126 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2938185.000000 Penalty: 5082.409668
	Iteration 44Q: 3 clusters Score -2938185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2938228.750000 Penalty: 5082.409668
	Iteration 45Q: 3 clusters Score -2938229 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2938263.250000 Penalty: 5082.409668
	Iteration 46Q: 3 clusters Score -2938263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2938277.750000 Penalty: 5082.409668
	Iteration 47Q: 3 clusters Score -2938278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2938313.500000 Penalty: 5082.409668
	Iteration 48Q: 3 clusters Score -2938314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2938330.250000 Penalty: 5082.409668
	Iteration 49Q: 3 clusters Score -2938330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2938348.750000 Penalty: 5082.409668
	Iteration 50Q: 3 clusters Score -2938349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2938364.500000 Penalty: 5082.409668
	Iteration 51Q: 3 clusters Score -2938364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2938375.000000 Penalty: 5082.409668
	Iteration 52Q: 3 clusters Score -2938375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2938380.250000 Penalty: 5082.409668
	Iteration 53Q: 3 clusters Score -2938380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2938378.500000 Penalty: 5082.409668
	Iteration 54Q: 3 clusters Score -2938378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2938388.000000 Penalty: 5082.409668
	Iteration 55Q: 3 clusters Score -2938388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2938389.500000 Penalty: 5082.409668
	Iteration 56Q: 3 clusters Score -2938390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2938390.750000 Penalty: 5082.409668
	Iteration 57Q: 3 clusters Score -2938391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2938392.750000 Penalty: 5082.409668
	Iteration 58Q: 3 clusters Score -2938393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2938391.500000 Penalty: 5082.409668
	Iteration 59Q: 3 clusters Score -2938392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2938395.750000 Penalty: 5082.409668
	Iteration 60F: 3 clusters Score -2938396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2938398.500000 Penalty: 5082.409668
	Iteration 61Q: 3 clusters Score -2938398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2938397.500000 Penalty: 5082.409668
	Iteration 62Q: 3 clusters Score -2938398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2938400.750000 Penalty: 5082.409668
	Iteration 63Q: 3 clusters Score -2938401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2938405.250000 Penalty: 5082.409668
	Iteration 64Q: 3 clusters Score -2938405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2938417.000000 Penalty: 5082.409668
	Iteration 65Q: 3 clusters Score -2938417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2938411.000000 Penalty: 5082.409668
	Iteration 66Q: 3 clusters Score -2938411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2938418.250000 Penalty: 5082.409668
	Iteration 67Q: 3 clusters Score -2938418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2938423.000000 Penalty: 5082.409668
	Iteration 68Q: 3 clusters Score -2938423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2938421.750000 Penalty: 5082.409668
	Iteration 69Q: 3 clusters Score -2938422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2938422.500000 Penalty: 5082.409668
	Iteration 70Q: 3 clusters Score -2938422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2938425.500000 Penalty: 5082.409668
	Iteration 71Q: 3 clusters Score -2938426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2938425.750000 Penalty: 5082.409668
	Iteration 72Q: 3 clusters Score -2938426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2938427.750000 Penalty: 5082.409668
	Iteration 73Q: 3 clusters Score -2938428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2938427.250000 Penalty: 5082.409668
	Iteration 74Q: 3 clusters Score -2938427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2938423.500000 Penalty: 5082.409668
	Iteration 75Q: 3 clusters Score -2938424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2938432.000000 Penalty: 5082.409668
	Iteration 76Q: 3 clusters Score -2938432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2938430.750000 Penalty: 5082.409668
	Iteration 77Q: 3 clusters Score -2938431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2938430.750000 Penalty: 5082.409668
	Iteration 78F: 3 clusters Score -2938431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -305358.875000 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -305358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -302275.625000 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -302275.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302928.531250 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -302928.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -303119.937500 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -303119.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -303220.562500 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -303220.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303307.500000 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -303307.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -303378.750000 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -303378.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303437.687500 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -303437.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -303491.718750 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -303491.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -303550.812500 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -303550.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -303621.156250 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -303621.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -303691.750000 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -303691.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -303764.375000 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -303764.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -303822.750000 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -303822.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -303865.562500 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -303865.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -303901.250000 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -303901.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -303935.000000 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -303935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -303960.375000 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -303960.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -303980.593750 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -303980.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -303989.843750 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -303989.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303999.187500 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -303999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -304006.093750 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -304006.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -304013.250000 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -304013.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -304022.718750 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -304022.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -304031.437500 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -304031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304038.906250 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -304038.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -304045.312500 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -304045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -304048.500000 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -304048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -304049.468750 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -304049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -304051.281250 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -304051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -304052.281250 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -304052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -304052.281250 Penalty: 3925.469238
	Iteration 30F: 3 clusters Score -304052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (8144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Entering Unmasked Estep 
Score: -881856.625000 Penalty: 2233.249023
	Iteration 0F: 2 clusters Score -881856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -875346.187500 Penalty: 4466.498047
	Iteration 0F: 3 clusters Score -875346.2 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -877227.750000 Penalty: 4466.498047
	Iteration 1F: 3 clusters Score -877227.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -877556.687500 Penalty: 4466.498047
	Iteration 2F: 3 clusters Score -877556.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -877764.875000 Penalty: 4466.498047
	Iteration 3F: 3 clusters Score -877764.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -877918.437500 Penalty: 4466.498047
	Iteration 4Q: 3 clusters Score -877918.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -878064.937500 Penalty: 4466.498047
	Iteration 5Q: 3 clusters Score -878064.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -878214.500000 Penalty: 4466.498047
	Iteration 6Q: 3 clusters Score -878214.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -878345.437500 Penalty: 4466.498047
	Iteration 7Q: 3 clusters Score -878345.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -878463.562500 Penalty: 4466.498047
	Iteration 8Q: 3 clusters Score -878463.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -878576.437500 Penalty: 4466.498047
	Iteration 9Q: 3 clusters Score -878576.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -878678.187500 Penalty: 4466.498047
	Iteration 10Q: 3 clusters Score -878678.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -878764.187500 Penalty: 4466.498047
	Iteration 11Q: 3 clusters Score -878764.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -878860.375000 Penalty: 4466.498047
	Iteration 12Q: 3 clusters Score -878860.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -878961.875000 Penalty: 4466.498047
	Iteration 13Q: 3 clusters Score -878961.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -879054.687500 Penalty: 4466.498047
	Iteration 14Q: 3 clusters Score -879054.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -879161.125000 Penalty: 4466.498047
	Iteration 15Q: 3 clusters Score -879161.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -879267.000000 Penalty: 4466.498047
	Iteration 16Q: 3 clusters Score -879267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -879387.437500 Penalty: 4466.498047
	Iteration 17Q: 3 clusters Score -879387.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -879526.375000 Penalty: 4466.498047
	Iteration 18Q: 3 clusters Score -879526.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -879701.437500 Penalty: 4466.498047
	Iteration 19Q: 3 clusters Score -879701.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -879919.625000 Penalty: 4466.498047
	Iteration 20F: 3 clusters Score -879919.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -880091.375000 Penalty: 4466.498047
	Iteration 21Q: 3 clusters Score -880091.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -880224.500000 Penalty: 4466.498047
	Iteration 22Q: 3 clusters Score -880224.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -880321.937500 Penalty: 4466.498047
	Iteration 23Q: 3 clusters Score -880321.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -880389.062500 Penalty: 4466.498047
	Iteration 24Q: 3 clusters Score -880389.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -880431.875000 Penalty: 4466.498047
	Iteration 25Q: 3 clusters Score -880431.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -880455.125000 Penalty: 4466.498047
	Iteration 26Q: 3 clusters Score -880455.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -880468.437500 Penalty: 4466.498047
	Iteration 27Q: 3 clusters Score -880468.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -880483.500000 Penalty: 4466.498047
	Iteration 28Q: 3 clusters Score -880483.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -880495.437500 Penalty: 4466.498047
	Iteration 29Q: 3 clusters Score -880495.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -880502.562500 Penalty: 4466.498047
	Iteration 30Q: 3 clusters Score -880502.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -880510.750000 Penalty: 4466.498047
	Iteration 31Q: 3 clusters Score -880510.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -880520.812500 Penalty: 4466.498047
	Iteration 32Q: 3 clusters Score -880520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -880524.625000 Penalty: 4466.498047
	Iteration 33Q: 3 clusters Score -880524.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -880529.187500 Penalty: 4466.498047
	Iteration 34Q: 3 clusters Score -880529.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -880536.875000 Penalty: 4466.498047
	Iteration 35Q: 3 clusters Score -880536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -880537.187500 Penalty: 4466.498047
	Iteration 36Q: 3 clusters Score -880537.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -880540.187500 Penalty: 4466.498047
	Iteration 37Q: 3 clusters Score -880540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -880545.062500 Penalty: 4466.498047
	Iteration 38Q: 3 clusters Score -880545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -880545.187500 Penalty: 4466.498047
	Iteration 39Q: 3 clusters Score -880545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -880545.187500 Penalty: 4466.498047
	Iteration 40F: 3 clusters Score -880545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -779905.250000 Penalty: 2212.455078
	Iteration 0F: 2 clusters Score -779905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -773958.625000 Penalty: 4424.910156
	Iteration 0F: 3 clusters Score -773958.6 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -775749.937500 Penalty: 4424.910156
	Iteration 1F: 3 clusters Score -775749.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -776191.000000 Penalty: 4424.910156
	Iteration 2F: 3 clusters Score -776191 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -776558.937500 Penalty: 4424.910156
	Iteration 3F: 3 clusters Score -776558.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -776858.875000 Penalty: 4424.910156
	Iteration 4F: 3 clusters Score -776858.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -777113.250000 Penalty: 4424.910156
	Iteration 5Q: 3 clusters Score -777113.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -777351.312500 Penalty: 4424.910156
	Iteration 6Q: 3 clusters Score -777351.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -777570.125000 Penalty: 4424.910156
	Iteration 7Q: 3 clusters Score -777570.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -777760.125000 Penalty: 4424.910156
	Iteration 8Q: 3 clusters Score -777760.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -777920.062500 Penalty: 4424.910156
	Iteration 9Q: 3 clusters Score -777920.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -778046.187500 Penalty: 4424.910156
	Iteration 10Q: 3 clusters Score -778046.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -778151.562500 Penalty: 4424.910156
	Iteration 11Q: 3 clusters Score -778151.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -778239.437500 Penalty: 4424.910156
	Iteration 12Q: 3 clusters Score -778239.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -778298.625000 Penalty: 4424.910156
	Iteration 13Q: 3 clusters Score -778298.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -778335.250000 Penalty: 4424.910156
	Iteration 14Q: 3 clusters Score -778335.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -778366.312500 Penalty: 4424.910156
	Iteration 15Q: 3 clusters Score -778366.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -778394.875000 Penalty: 4424.910156
	Iteration 16Q: 3 clusters Score -778394.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -778433.375000 Penalty: 4424.910156
	Iteration 17Q: 3 clusters Score -778433.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -778460.062500 Penalty: 4424.910156
	Iteration 18Q: 3 clusters Score -778460.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -778488.625000 Penalty: 4424.910156
	Iteration 19Q: 3 clusters Score -778488.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -778512.312500 Penalty: 4424.910156
	Iteration 20F: 3 clusters Score -778512.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -778542.937500 Penalty: 4424.910156
	Iteration 21Q: 3 clusters Score -778542.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -778574.437500 Penalty: 4424.910156
	Iteration 22Q: 3 clusters Score -778574.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -778598.250000 Penalty: 4424.910156
	Iteration 23Q: 3 clusters Score -778598.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -778619.000000 Penalty: 4424.910156
	Iteration 24Q: 3 clusters Score -778619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -778632.312500 Penalty: 4424.910156
	Iteration 25Q: 3 clusters Score -778632.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -778644.812500 Penalty: 4424.910156
	Iteration 26Q: 3 clusters Score -778644.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -778653.812500 Penalty: 4424.910156
	Iteration 27Q: 3 clusters Score -778653.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -778664.062500 Penalty: 4424.910156
	Iteration 28Q: 3 clusters Score -778664.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -778672.312500 Penalty: 4424.910156
	Iteration 29Q: 3 clusters Score -778672.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -778682.125000 Penalty: 4424.910156
	Iteration 30Q: 3 clusters Score -778682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -778686.062500 Penalty: 4424.910156
	Iteration 31Q: 3 clusters Score -778686.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -778690.062500 Penalty: 4424.910156
	Iteration 32Q: 3 clusters Score -778690.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -778698.000000 Penalty: 4424.910156
	Iteration 33Q: 3 clusters Score -778698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -778706.250000 Penalty: 4424.910156
	Iteration 34Q: 3 clusters Score -778706.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -778716.000000 Penalty: 4424.910156
	Iteration 35Q: 3 clusters Score -778716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -778727.125000 Penalty: 4424.910156
	Iteration 36Q: 3 clusters Score -778727.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -778739.062500 Penalty: 4424.910156
	Iteration 37Q: 3 clusters Score -778739.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -778751.562500 Penalty: 4424.910156
	Iteration 38Q: 3 clusters Score -778751.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -778768.437500 Penalty: 4424.910156
	Iteration 39Q: 3 clusters Score -778768.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -778782.750000 Penalty: 4424.910156
	Iteration 40F: 3 clusters Score -778782.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -778797.437500 Penalty: 4424.910156
	Iteration 41Q: 3 clusters Score -778797.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -778817.812500 Penalty: 4424.910156
	Iteration 42Q: 3 clusters Score -778817.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -778833.625000 Penalty: 4424.910156
	Iteration 43Q: 3 clusters Score -778833.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -778849.062500 Penalty: 4424.910156
	Iteration 44Q: 3 clusters Score -778849.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -778868.125000 Penalty: 4424.910156
	Iteration 45Q: 3 clusters Score -778868.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -778883.750000 Penalty: 4424.910156
	Iteration 46Q: 3 clusters Score -778883.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -778903.875000 Penalty: 4424.910156
	Iteration 47Q: 3 clusters Score -778903.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -778921.000000 Penalty: 4424.910156
	Iteration 48Q: 3 clusters Score -778921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -778936.375000 Penalty: 4424.910156
	Iteration 49Q: 3 clusters Score -778936.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -778952.375000 Penalty: 4424.910156
	Iteration 50Q: 3 clusters Score -778952.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -778967.875000 Penalty: 4424.910156
	Iteration 51Q: 3 clusters Score -778967.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -778976.187500 Penalty: 4424.910156
	Iteration 52Q: 3 clusters Score -778976.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -778985.937500 Penalty: 4424.910156
	Iteration 53Q: 3 clusters Score -778985.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -778992.062500 Penalty: 4424.910156
	Iteration 54Q: 3 clusters Score -778992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -778995.562500 Penalty: 4424.910156
	Iteration 55Q: 3 clusters Score -778995.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -778997.312500 Penalty: 4424.910156
	Iteration 56Q: 3 clusters Score -778997.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -779003.437500 Penalty: 4424.910156
	Iteration 57Q: 3 clusters Score -779003.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -779003.812500 Penalty: 4424.910156
	Iteration 58Q: 3 clusters Score -779003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -779004.937500 Penalty: 4424.910156
	Iteration 59Q: 3 clusters Score -779004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -779005.937500 Penalty: 4424.910156
	Iteration 60F: 3 clusters Score -779005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -779009.250000 Penalty: 4424.910156
	Iteration 61Q: 3 clusters Score -779009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -779010.562500 Penalty: 4424.910156
	Iteration 62Q: 3 clusters Score -779010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -779010.187500 Penalty: 4424.910156
	Iteration 63Q: 3 clusters Score -779010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -779010.187500 Penalty: 4424.910156
	Iteration 64Q: 3 clusters Score -779010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -779011.500000 Penalty: 4424.910156
	Iteration 65Q: 3 clusters Score -779011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -779011.875000 Penalty: 4424.910156
	Iteration 66Q: 3 clusters Score -779011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -779010.875000 Penalty: 4424.910156
	Iteration 67Q: 3 clusters Score -779010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -779012.500000 Penalty: 4424.910156
	Iteration 68Q: 3 clusters Score -779012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -779012.250000 Penalty: 4424.910156
	Iteration 69Q: 3 clusters Score -779012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -779013.062500 Penalty: 4424.910156
	Iteration 70Q: 3 clusters Score -779013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -779011.750000 Penalty: 4424.910156
	Iteration 71Q: 3 clusters Score -779011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -779014.312500 Penalty: 4424.910156
	Iteration 72Q: 3 clusters Score -779014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -779015.250000 Penalty: 4424.910156
	Iteration 73Q: 3 clusters Score -779015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -779016.500000 Penalty: 4424.910156
	Iteration 74Q: 3 clusters Score -779016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -779018.625000 Penalty: 4424.910156
	Iteration 75Q: 3 clusters Score -779018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -779019.625000 Penalty: 4424.910156
	Iteration 76Q: 3 clusters Score -779019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -779018.812500 Penalty: 4424.910156
	Iteration 77Q: 3 clusters Score -779018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -779017.562500 Penalty: 4424.910156
	Iteration 78Q: 3 clusters Score -779017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -779017.562500 Penalty: 4424.910156
	Iteration 79F: 3 clusters Score -779017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -772560.000000 Penalty: 2214.434326
	Iteration 0F: 2 clusters Score -772560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -766411.812500 Penalty: 4428.868652
	Iteration 0F: 3 clusters Score -766411.8 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -768422.125000 Penalty: 4428.868652
	Iteration 1F: 3 clusters Score -768422.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -768966.375000 Penalty: 4428.868652
	Iteration 2F: 3 clusters Score -768966.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -769475.250000 Penalty: 4428.868652
	Iteration 3F: 3 clusters Score -769475.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -769883.875000 Penalty: 4428.868652
	Iteration 4F: 3 clusters Score -769883.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -770207.687500 Penalty: 4428.868652
	Iteration 5F: 3 clusters Score -770207.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -770432.750000 Penalty: 4428.868652
	Iteration 6Q: 3 clusters Score -770432.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -770584.000000 Penalty: 4428.868652
	Iteration 7Q: 3 clusters Score -770584 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -770682.625000 Penalty: 4428.868652
	Iteration 8Q: 3 clusters Score -770682.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -770751.500000 Penalty: 4428.868652
	Iteration 9Q: 3 clusters Score -770751.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -770800.312500 Penalty: 4428.868652
	Iteration 10Q: 3 clusters Score -770800.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -770842.500000 Penalty: 4428.868652
	Iteration 11Q: 3 clusters Score -770842.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -770878.812500 Penalty: 4428.868652
	Iteration 12Q: 3 clusters Score -770878.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -770897.875000 Penalty: 4428.868652
	Iteration 13Q: 3 clusters Score -770897.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -770910.187500 Penalty: 4428.868652
	Iteration 14Q: 3 clusters Score -770910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -770915.625000 Penalty: 4428.868652
	Iteration 15Q: 3 clusters Score -770915.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -770921.750000 Penalty: 4428.868652
	Iteration 16Q: 3 clusters Score -770921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -770926.187500 Penalty: 4428.868652
	Iteration 17Q: 3 clusters Score -770926.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -770935.625000 Penalty: 4428.868652
	Iteration 18Q: 3 clusters Score -770935.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -770941.437500 Penalty: 4428.868652
	Iteration 19Q: 3 clusters Score -770941.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -770946.875000 Penalty: 4428.868652
	Iteration 20F: 3 clusters Score -770946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -770955.375000 Penalty: 4428.868652
	Iteration 21Q: 3 clusters Score -770955.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -770966.125000 Penalty: 4428.868652
	Iteration 22Q: 3 clusters Score -770966.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -770977.000000 Penalty: 4428.868652
	Iteration 23Q: 3 clusters Score -770977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -770985.750000 Penalty: 4428.868652
	Iteration 24Q: 3 clusters Score -770985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -770991.187500 Penalty: 4428.868652
	Iteration 25Q: 3 clusters Score -770991.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -770995.812500 Penalty: 4428.868652
	Iteration 26Q: 3 clusters Score -770995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -770999.562500 Penalty: 4428.868652
	Iteration 27Q: 3 clusters Score -770999.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -771003.062500 Penalty: 4428.868652
	Iteration 28Q: 3 clusters Score -771003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -771005.250000 Penalty: 4428.868652
	Iteration 29Q: 3 clusters Score -771005.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -771008.937500 Penalty: 4428.868652
	Iteration 30Q: 3 clusters Score -771008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -771013.750000 Penalty: 4428.868652
	Iteration 31Q: 3 clusters Score -771013.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -771018.812500 Penalty: 4428.868652
	Iteration 32Q: 3 clusters Score -771018.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -771022.000000 Penalty: 4428.868652
	Iteration 33Q: 3 clusters Score -771022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -771024.187500 Penalty: 4428.868652
	Iteration 34Q: 3 clusters Score -771024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -771029.500000 Penalty: 4428.868652
	Iteration 35Q: 3 clusters Score -771029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -771033.250000 Penalty: 4428.868652
	Iteration 36Q: 3 clusters Score -771033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -771040.312500 Penalty: 4428.868652
	Iteration 37Q: 3 clusters Score -771040.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -771047.812500 Penalty: 4428.868652
	Iteration 38Q: 3 clusters Score -771047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -771052.812500 Penalty: 4428.868652
	Iteration 39Q: 3 clusters Score -771052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -771059.500000 Penalty: 4428.868652
	Iteration 40F: 3 clusters Score -771059.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -771067.000000 Penalty: 4428.868652
	Iteration 41Q: 3 clusters Score -771067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -771067.875000 Penalty: 4428.868652
	Iteration 42Q: 3 clusters Score -771067.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -771076.625000 Penalty: 4428.868652
	Iteration 43Q: 3 clusters Score -771076.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -771082.062500 Penalty: 4428.868652
	Iteration 44Q: 3 clusters Score -771082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -771088.375000 Penalty: 4428.868652
	Iteration 45Q: 3 clusters Score -771088.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -771094.187500 Penalty: 4428.868652
	Iteration 46Q: 3 clusters Score -771094.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -771099.562500 Penalty: 4428.868652
	Iteration 47Q: 3 clusters Score -771099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -771100.562500 Penalty: 4428.868652
	Iteration 48Q: 3 clusters Score -771100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -771103.250000 Penalty: 4428.868652
	Iteration 49Q: 3 clusters Score -771103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -771110.375000 Penalty: 4428.868652
	Iteration 50Q: 3 clusters Score -771110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -771114.250000 Penalty: 4428.868652
	Iteration 51Q: 3 clusters Score -771114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -771113.937500 Penalty: 4428.868652
	Iteration 52Q: 3 clusters Score -771113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -771114.625000 Penalty: 4428.868652
	Iteration 53Q: 3 clusters Score -771114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -771117.250000 Penalty: 4428.868652
	Iteration 54Q: 3 clusters Score -771117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -771115.875000 Penalty: 4428.868652
	Iteration 55Q: 3 clusters Score -771115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -771115.875000 Penalty: 4428.868652
	Iteration 56F: 3 clusters Score -771115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -464356.281250 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -464356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -460101.531250 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -460101.5 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -461269.281250 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -461269.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -461616.687500 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -461616.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -461883.281250 Penalty: 4194.364746
	Iteration 3F: 3 clusters Score -461883.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -462133.500000 Penalty: 4194.364746
	Iteration 4F: 3 clusters Score -462133.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -462364.750000 Penalty: 4194.364746
	Iteration 5F: 3 clusters Score -462364.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -462591.250000 Penalty: 4194.364746
	Iteration 6Q: 3 clusters Score -462591.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -462737.687500 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -462737.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -462837.562500 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -462837.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -462886.562500 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -462886.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -462914.500000 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -462914.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -462941.781250 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -462941.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -462973.000000 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -462973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -463007.781250 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -463007.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -463044.750000 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -463044.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -463083.500000 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -463083.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -463120.250000 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -463120.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -463141.468750 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -463141.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -463154.531250 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -463154.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -463167.750000 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -463167.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -463175.218750 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -463175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -463183.531250 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -463183.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -463192.968750 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -463193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -463200.812500 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -463200.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -463209.718750 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -463209.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -463216.593750 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -463216.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -463220.843750 Penalty: 4194.364746
	Iteration 26Q: 3 clusters Score -463220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -463225.218750 Penalty: 4194.364746
	Iteration 27Q: 3 clusters Score -463225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -463229.062500 Penalty: 4194.364746
	Iteration 28Q: 3 clusters Score -463229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -463234.000000 Penalty: 4194.364746
	Iteration 29Q: 3 clusters Score -463234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -463239.656250 Penalty: 4194.364746
	Iteration 30Q: 3 clusters Score -463239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -463243.125000 Penalty: 4194.364746
	Iteration 31Q: 3 clusters Score -463243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -463245.656250 Penalty: 4194.364746
	Iteration 32Q: 3 clusters Score -463245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -463246.125000 Penalty: 4194.364746
	Iteration 33Q: 3 clusters Score -463246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -463247.093750 Penalty: 4194.364746
	Iteration 34Q: 3 clusters Score -463247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -463248.031250 Penalty: 4194.364746
	Iteration 35Q: 3 clusters Score -463248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -463247.968750 Penalty: 4194.364746
	Iteration 36Q: 3 clusters Score -463248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -463247.968750 Penalty: 4194.364746
	Iteration 37F: 3 clusters Score -463248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -739732.437500 Penalty: 2208.819092
	Iteration 0F: 2 clusters Score -739732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -733794.375000 Penalty: 4417.638184
	Iteration 0F: 3 clusters Score -733794.4 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -735600.187500 Penalty: 4417.638184
	Iteration 1F: 3 clusters Score -735600.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -735941.875000 Penalty: 4417.638184
	Iteration 2F: 3 clusters Score -735941.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -736195.750000 Penalty: 4417.638184
	Iteration 3F: 3 clusters Score -736195.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -736388.562500 Penalty: 4417.638184
	Iteration 4Q: 3 clusters Score -736388.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -736562.812500 Penalty: 4417.638184
	Iteration 5Q: 3 clusters Score -736562.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -736709.250000 Penalty: 4417.638184
	Iteration 6Q: 3 clusters Score -736709.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -736833.500000 Penalty: 4417.638184
	Iteration 7Q: 3 clusters Score -736833.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -736946.875000 Penalty: 4417.638184
	Iteration 8Q: 3 clusters Score -736946.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -737066.000000 Penalty: 4417.638184
	Iteration 9Q: 3 clusters Score -737066 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -737170.250000 Penalty: 4417.638184
	Iteration 10Q: 3 clusters Score -737170.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -737277.062500 Penalty: 4417.638184
	Iteration 11Q: 3 clusters Score -737277.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -737378.375000 Penalty: 4417.638184
	Iteration 12Q: 3 clusters Score -737378.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -737473.875000 Penalty: 4417.638184
	Iteration 13Q: 3 clusters Score -737473.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -737544.812500 Penalty: 4417.638184
	Iteration 14Q: 3 clusters Score -737544.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -737610.625000 Penalty: 4417.638184
	Iteration 15Q: 3 clusters Score -737610.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -737663.250000 Penalty: 4417.638184
	Iteration 16Q: 3 clusters Score -737663.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -737696.812500 Penalty: 4417.638184
	Iteration 17Q: 3 clusters Score -737696.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -737720.437500 Penalty: 4417.638184
	Iteration 18Q: 3 clusters Score -737720.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -737750.250000 Penalty: 4417.638184
	Iteration 19Q: 3 clusters Score -737750.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -737770.875000 Penalty: 4417.638184
	Iteration 20F: 3 clusters Score -737770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -737784.750000 Penalty: 4417.638184
	Iteration 21Q: 3 clusters Score -737784.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -737795.812500 Penalty: 4417.638184
	Iteration 22Q: 3 clusters Score -737795.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -737811.250000 Penalty: 4417.638184
	Iteration 23Q: 3 clusters Score -737811.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -737824.437500 Penalty: 4417.638184
	Iteration 24Q: 3 clusters Score -737824.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -737833.687500 Penalty: 4417.638184
	Iteration 25Q: 3 clusters Score -737833.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -737842.937500 Penalty: 4417.638184
	Iteration 26Q: 3 clusters Score -737842.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -737850.750000 Penalty: 4417.638184
	Iteration 27Q: 3 clusters Score -737850.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -737859.812500 Penalty: 4417.638184
	Iteration 28Q: 3 clusters Score -737859.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -737867.562500 Penalty: 4417.638184
	Iteration 29Q: 3 clusters Score -737867.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -737875.937500 Penalty: 4417.638184
	Iteration 30Q: 3 clusters Score -737875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -737880.437500 Penalty: 4417.638184
	Iteration 31Q: 3 clusters Score -737880.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -737887.312500 Penalty: 4417.638184
	Iteration 32Q: 3 clusters Score -737887.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -737893.187500 Penalty: 4417.638184
	Iteration 33Q: 3 clusters Score -737893.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -737900.562500 Penalty: 4417.638184
	Iteration 34Q: 3 clusters Score -737900.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -737908.500000 Penalty: 4417.638184
	Iteration 35Q: 3 clusters Score -737908.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -737918.187500 Penalty: 4417.638184
	Iteration 36Q: 3 clusters Score -737918.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -737924.437500 Penalty: 4417.638184
	Iteration 37Q: 3 clusters Score -737924.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -737931.812500 Penalty: 4417.638184
	Iteration 38Q: 3 clusters Score -737931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -737938.500000 Penalty: 4417.638184
	Iteration 39Q: 3 clusters Score -737938.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -737946.812500 Penalty: 4417.638184
	Iteration 40F: 3 clusters Score -737946.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -737955.625000 Penalty: 4417.638184
	Iteration 41Q: 3 clusters Score -737955.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -737964.625000 Penalty: 4417.638184
	Iteration 42Q: 3 clusters Score -737964.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -737975.312500 Penalty: 4417.638184
	Iteration 43Q: 3 clusters Score -737975.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -737984.312500 Penalty: 4417.638184
	Iteration 44Q: 3 clusters Score -737984.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -737991.875000 Penalty: 4417.638184
	Iteration 45Q: 3 clusters Score -737991.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -737997.187500 Penalty: 4417.638184
	Iteration 46Q: 3 clusters Score -737997.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -738002.687500 Penalty: 4417.638184
	Iteration 47Q: 3 clusters Score -738002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -738005.250000 Penalty: 4417.638184
	Iteration 48Q: 3 clusters Score -738005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -738008.312500 Penalty: 4417.638184
	Iteration 49Q: 3 clusters Score -738008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -738009.312500 Penalty: 4417.638184
	Iteration 50Q: 3 clusters Score -738009.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -738014.187500 Penalty: 4417.638184
	Iteration 51Q: 3 clusters Score -738014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -738019.312500 Penalty: 4417.638184
	Iteration 52Q: 3 clusters Score -738019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -738023.812500 Penalty: 4417.638184
	Iteration 53Q: 3 clusters Score -738023.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -738029.437500 Penalty: 4417.638184
	Iteration 54Q: 3 clusters Score -738029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -738035.437500 Penalty: 4417.638184
	Iteration 55Q: 3 clusters Score -738035.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -738040.187500 Penalty: 4417.638184
	Iteration 56Q: 3 clusters Score -738040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -738042.500000 Penalty: 4417.638184
	Iteration 57Q: 3 clusters Score -738042.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -738046.937500 Penalty: 4417.638184
	Iteration 58Q: 3 clusters Score -738046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -738050.125000 Penalty: 4417.638184
	Iteration 59Q: 3 clusters Score -738050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -738053.062500 Penalty: 4417.638184
	Iteration 60F: 3 clusters Score -738053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -738056.062500 Penalty: 4417.638184
	Iteration 61Q: 3 clusters Score -738056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -738054.062500 Penalty: 4417.638184
	Iteration 62Q: 3 clusters Score -738054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -738055.187500 Penalty: 4417.638184
	Iteration 63Q: 3 clusters Score -738055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -738055.437500 Penalty: 4417.638184
	Iteration 64Q: 3 clusters Score -738055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -738061.187500 Penalty: 4417.638184
	Iteration 65Q: 3 clusters Score -738061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -738063.250000 Penalty: 4417.638184
	Iteration 66Q: 3 clusters Score -738063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -738064.500000 Penalty: 4417.638184
	Iteration 67Q: 3 clusters Score -738064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -738065.187500 Penalty: 4417.638184
	Iteration 68Q: 3 clusters Score -738065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -738067.687500 Penalty: 4417.638184
	Iteration 69Q: 3 clusters Score -738067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -738067.250000 Penalty: 4417.638184
	Iteration 70Q: 3 clusters Score -738067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -738070.687500 Penalty: 4417.638184
	Iteration 71Q: 3 clusters Score -738070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -738070.625000 Penalty: 4417.638184
	Iteration 72Q: 3 clusters Score -738070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -738070.000000 Penalty: 4417.638184
	Iteration 73Q: 3 clusters Score -738070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -738073.937500 Penalty: 4417.638184
	Iteration 74Q: 3 clusters Score -738073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -738075.250000 Penalty: 4417.638184
	Iteration 75Q: 3 clusters Score -738075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -738076.250000 Penalty: 4417.638184
	Iteration 76Q: 3 clusters Score -738076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -738078.187500 Penalty: 4417.638184
	Iteration 77Q: 3 clusters Score -738078.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -738083.625000 Penalty: 4417.638184
	Iteration 78Q: 3 clusters Score -738083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -738086.625000 Penalty: 4417.638184
	Iteration 79Q: 3 clusters Score -738086.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -738088.937500 Penalty: 4417.638184
	Iteration 80F: 3 clusters Score -738088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -738089.125000 Penalty: 4417.638184
	Iteration 81Q: 3 clusters Score -738089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -738092.812500 Penalty: 4417.638184
	Iteration 82Q: 3 clusters Score -738092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -738097.062500 Penalty: 4417.638184
	Iteration 83Q: 3 clusters Score -738097.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -738101.687500 Penalty: 4417.638184
	Iteration 84Q: 3 clusters Score -738101.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -738110.062500 Penalty: 4417.638184
	Iteration 85Q: 3 clusters Score -738110.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -738117.687500 Penalty: 4417.638184
	Iteration 86Q: 3 clusters Score -738117.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -738123.937500 Penalty: 4417.638184
	Iteration 87Q: 3 clusters Score -738123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -738126.875000 Penalty: 4417.638184
	Iteration 88Q: 3 clusters Score -738126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -738128.187500 Penalty: 4417.638184
	Iteration 89Q: 3 clusters Score -738128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -738128.812500 Penalty: 4417.638184
	Iteration 90Q: 3 clusters Score -738128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -738130.250000 Penalty: 4417.638184
	Iteration 91Q: 3 clusters Score -738130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -738129.812500 Penalty: 4417.638184
	Iteration 92Q: 3 clusters Score -738129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -738131.062500 Penalty: 4417.638184
	Iteration 93Q: 3 clusters Score -738131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -738131.187500 Penalty: 4417.638184
	Iteration 94Q: 3 clusters Score -738131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -738130.875000 Penalty: 4417.638184
	Iteration 95Q: 3 clusters Score -738130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -738130.937500 Penalty: 4417.638184
	Iteration 96Q: 3 clusters Score -738130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -738134.375000 Penalty: 4417.638184
	Iteration 97Q: 3 clusters Score -738134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -738134.312500 Penalty: 4417.638184
	Iteration 98Q: 3 clusters Score -738134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -738136.250000 Penalty: 4417.638184
	Iteration 99Q: 3 clusters Score -738136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -738136.250000 Penalty: 4417.638184
	Iteration 100F: 3 clusters Score -738136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -378156.406250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -378156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -374411.906250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -374411.9 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -375421.281250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -375421.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375771.093750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -375771.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -375995.625000 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -375995.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -376192.312500 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -376192.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -376349.125000 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -376349.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -376467.250000 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -376467.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -376560.843750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -376560.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -376618.843750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -376618.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -376658.062500 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -376658.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -376691.437500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -376691.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -376718.468750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -376718.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -376738.500000 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -376738.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -376754.406250 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -376754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -376765.968750 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -376766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -376779.406250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -376779.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -376787.125000 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -376787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -376791.937500 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -376791.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -376796.406250 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -376796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -376800.687500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -376800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -376802.968750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -376803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376806.812500 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -376806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -376808.875000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -376808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376810.750000 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -376810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376812.937500 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -376812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -376813.687500 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -376813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -376814.593750 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -376814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -376815.437500 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -376815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376815.906250 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -376815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376815.906250 Penalty: 4082.102051
	Iteration 29F: 3 clusters Score -376815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (8460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Entering Unmasked Estep 
Score: -771901.812500 Penalty: 2242.689941
	Iteration 0F: 2 clusters Score -771901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -765228.375000 Penalty: 4485.379883
	Iteration 0F: 3 clusters Score -765228.4 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -767421.000000 Penalty: 4485.379883
	Iteration 1F: 3 clusters Score -767421 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -767928.000000 Penalty: 4485.379883
	Iteration 2F: 3 clusters Score -767928 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -768294.062500 Penalty: 4485.379883
	Iteration 3F: 3 clusters Score -768294.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -768574.937500 Penalty: 4485.379883
	Iteration 4F: 3 clusters Score -768574.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -768771.625000 Penalty: 4485.379883
	Iteration 5Q: 3 clusters Score -768771.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -768940.000000 Penalty: 4485.379883
	Iteration 6Q: 3 clusters Score -768940 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -769085.750000 Penalty: 4485.379883
	Iteration 7Q: 3 clusters Score -769085.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -769201.187500 Penalty: 4485.379883
	Iteration 8Q: 3 clusters Score -769201.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -769294.125000 Penalty: 4485.379883
	Iteration 9Q: 3 clusters Score -769294.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -769381.312500 Penalty: 4485.379883
	Iteration 10Q: 3 clusters Score -769381.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -769448.687500 Penalty: 4485.379883
	Iteration 11Q: 3 clusters Score -769448.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -769516.187500 Penalty: 4485.379883
	Iteration 12Q: 3 clusters Score -769516.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -769590.937500 Penalty: 4485.379883
	Iteration 13Q: 3 clusters Score -769590.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -769662.937500 Penalty: 4485.379883
	Iteration 14Q: 3 clusters Score -769662.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -769761.875000 Penalty: 4485.379883
	Iteration 15Q: 3 clusters Score -769761.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -769874.812500 Penalty: 4485.379883
	Iteration 16Q: 3 clusters Score -769874.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -769972.187500 Penalty: 4485.379883
	Iteration 17Q: 3 clusters Score -769972.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -770048.250000 Penalty: 4485.379883
	Iteration 18Q: 3 clusters Score -770048.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -770107.125000 Penalty: 4485.379883
	Iteration 19Q: 3 clusters Score -770107.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -770163.250000 Penalty: 4485.379883
	Iteration 20F: 3 clusters Score -770163.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -770209.000000 Penalty: 4485.379883
	Iteration 21Q: 3 clusters Score -770209 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -770246.687500 Penalty: 4485.379883
	Iteration 22Q: 3 clusters Score -770246.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -770275.625000 Penalty: 4485.379883
	Iteration 23Q: 3 clusters Score -770275.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -770301.187500 Penalty: 4485.379883
	Iteration 24Q: 3 clusters Score -770301.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -770330.750000 Penalty: 4485.379883
	Iteration 25Q: 3 clusters Score -770330.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -770347.000000 Penalty: 4485.379883
	Iteration 26Q: 3 clusters Score -770347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -770355.187500 Penalty: 4485.379883
	Iteration 27Q: 3 clusters Score -770355.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -770365.062500 Penalty: 4485.379883
	Iteration 28Q: 3 clusters Score -770365.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -770370.500000 Penalty: 4485.379883
	Iteration 29Q: 3 clusters Score -770370.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -770376.625000 Penalty: 4485.379883
	Iteration 30Q: 3 clusters Score -770376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -770381.937500 Penalty: 4485.379883
	Iteration 31Q: 3 clusters Score -770381.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -770387.562500 Penalty: 4485.379883
	Iteration 32Q: 3 clusters Score -770387.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -770393.062500 Penalty: 4485.379883
	Iteration 33Q: 3 clusters Score -770393.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -770398.375000 Penalty: 4485.379883
	Iteration 34Q: 3 clusters Score -770398.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -770399.562500 Penalty: 4485.379883
	Iteration 35Q: 3 clusters Score -770399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -770408.687500 Penalty: 4485.379883
	Iteration 36Q: 3 clusters Score -770408.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -770414.812500 Penalty: 4485.379883
	Iteration 37Q: 3 clusters Score -770414.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -770420.687500 Penalty: 4485.379883
	Iteration 38Q: 3 clusters Score -770420.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -770427.312500 Penalty: 4485.379883
	Iteration 39Q: 3 clusters Score -770427.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -770430.375000 Penalty: 4485.379883
	Iteration 40F: 3 clusters Score -770430.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -770434.625000 Penalty: 4485.379883
	Iteration 41Q: 3 clusters Score -770434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -770438.500000 Penalty: 4485.379883
	Iteration 42Q: 3 clusters Score -770438.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -770442.250000 Penalty: 4485.379883
	Iteration 43Q: 3 clusters Score -770442.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -770445.312500 Penalty: 4485.379883
	Iteration 44Q: 3 clusters Score -770445.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -770448.812500 Penalty: 4485.379883
	Iteration 45Q: 3 clusters Score -770448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -770452.562500 Penalty: 4485.379883
	Iteration 46Q: 3 clusters Score -770452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -770454.312500 Penalty: 4485.379883
	Iteration 47Q: 3 clusters Score -770454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -770455.687500 Penalty: 4485.379883
	Iteration 48Q: 3 clusters Score -770455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -770455.187500 Penalty: 4485.379883
	Iteration 49Q: 3 clusters Score -770455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -770457.937500 Penalty: 4485.379883
	Iteration 50Q: 3 clusters Score -770457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -770460.312500 Penalty: 4485.379883
	Iteration 51Q: 3 clusters Score -770460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -770464.375000 Penalty: 4485.379883
	Iteration 52Q: 3 clusters Score -770464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -770465.375000 Penalty: 4485.379883
	Iteration 53Q: 3 clusters Score -770465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -770465.937500 Penalty: 4485.379883
	Iteration 54Q: 3 clusters Score -770465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -770465.562500 Penalty: 4485.379883
	Iteration 55Q: 3 clusters Score -770465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -770467.812500 Penalty: 4485.379883
	Iteration 56Q: 3 clusters Score -770467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -770470.750000 Penalty: 4485.379883
	Iteration 57Q: 3 clusters Score -770470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -770472.562500 Penalty: 4485.379883
	Iteration 58Q: 3 clusters Score -770472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -770473.437500 Penalty: 4485.379883
	Iteration 59Q: 3 clusters Score -770473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -770474.187500 Penalty: 4485.379883
	Iteration 60F: 3 clusters Score -770474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -770475.750000 Penalty: 4485.379883
	Iteration 61Q: 3 clusters Score -770475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -770478.812500 Penalty: 4485.379883
	Iteration 62Q: 3 clusters Score -770478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -770480.125000 Penalty: 4485.379883
	Iteration 63Q: 3 clusters Score -770480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -770483.687500 Penalty: 4485.379883
	Iteration 64Q: 3 clusters Score -770483.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -770482.937500 Penalty: 4485.379883
	Iteration 65Q: 3 clusters Score -770482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -770485.875000 Penalty: 4485.379883
	Iteration 66Q: 3 clusters Score -770485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -770489.000000 Penalty: 4485.379883
	Iteration 67Q: 3 clusters Score -770489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -770487.625000 Penalty: 4485.379883
	Iteration 68Q: 3 clusters Score -770487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -770489.500000 Penalty: 4485.379883
	Iteration 69Q: 3 clusters Score -770489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -770491.000000 Penalty: 4485.379883
	Iteration 70Q: 3 clusters Score -770491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -770490.187500 Penalty: 4485.379883
	Iteration 71Q: 3 clusters Score -770490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -770491.937500 Penalty: 4485.379883
	Iteration 72Q: 3 clusters Score -770491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -770491.937500 Penalty: 4485.379883
	Iteration 73F: 3 clusters Score -770491.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -524288.687500 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -524288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -519873.437500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -519873.4 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -520989.562500 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -520989.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -521281.218750 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -521281.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -521484.812500 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -521484.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -521643.031250 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -521643 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -521785.531250 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -521785.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -521905.156250 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -521905.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -521999.343750 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -521999.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -522075.687500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -522075.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -522148.843750 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -522148.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -522213.937500 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -522213.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -522255.125000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -522255.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -522288.281250 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -522288.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -522312.281250 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -522312.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -522335.906250 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -522335.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -522357.375000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -522357.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -522375.781250 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -522375.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -522384.843750 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -522384.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -522391.187500 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -522391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -522395.281250 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -522395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -522397.562500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -522397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -522398.687500 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -522398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -522400.656250 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -522400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -522401.875000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -522401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -522403.593750 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -522403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -522404.062500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -522404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -522404.250000 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -522404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -522404.250000 Penalty: 4214.203613
	Iteration 27F: 3 clusters Score -522404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -488768.968750 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -488769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -484610.843750 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -484610.8 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -486023.312500 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -486023.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -486795.468750 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -486795.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -487313.437500 Penalty: 4172.709961
	Iteration 3F: 3 clusters Score -487313.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -487602.562500 Penalty: 4172.709961
	Iteration 4F: 3 clusters Score -487602.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -487772.093750 Penalty: 4172.709961
	Iteration 5Q: 3 clusters Score -487772.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -487881.468750 Penalty: 4172.709961
	Iteration 6Q: 3 clusters Score -487881.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -487952.343750 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -487952.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -487990.343750 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -487990.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -488022.843750 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -488022.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -488051.250000 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -488051.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -488085.125000 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -488085.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -488104.250000 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -488104.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -488119.406250 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -488119.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -488129.218750 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -488129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -488134.781250 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -488134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -488137.625000 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -488137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488138.687500 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -488138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488139.156250 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -488139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -488139.593750 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -488139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -488140.750000 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -488140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488141.281250 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -488141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -488142.312500 Penalty: 4172.709961
	Iteration 22Q: 3 clusters Score -488142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -488142.656250 Penalty: 4172.709961
	Iteration 23Q: 3 clusters Score -488142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488142.750000 Penalty: 4172.709961
	Iteration 24Q: 3 clusters Score -488142.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488142.750000 Penalty: 4172.709961
	Iteration 25F: 3 clusters Score -488142.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (10253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Entering Unmasked Estep 
Score: -1184898.250000 Penalty: 2290.360840
	Iteration 0F: 2 clusters Score -1184898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1177101.000000 Penalty: 4580.721680
	Iteration 0F: 3 clusters Score -1177101 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1179424.250000 Penalty: 4580.721680
	Iteration 1F: 3 clusters Score -1179424 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1179763.000000 Penalty: 4580.721680
	Iteration 2F: 3 clusters Score -1179763 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1180036.750000 Penalty: 4580.721680
	Iteration 3F: 3 clusters Score -1180037 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1180246.375000 Penalty: 4580.721680
	Iteration 4Q: 3 clusters Score -1180246 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1180459.125000 Penalty: 4580.721680
	Iteration 5Q: 3 clusters Score -1180459 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1180661.000000 Penalty: 4580.721680
	Iteration 6Q: 3 clusters Score -1180661 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1180882.625000 Penalty: 4580.721680
	Iteration 7Q: 3 clusters Score -1180883 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1181157.375000 Penalty: 4580.721680
	Iteration 8Q: 3 clusters Score -1181157 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1181453.250000 Penalty: 4580.721680
	Iteration 9Q: 3 clusters Score -1181453 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1181721.125000 Penalty: 4580.721680
	Iteration 10Q: 3 clusters Score -1181721 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1181964.875000 Penalty: 4580.721680
	Iteration 11Q: 3 clusters Score -1181965 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1182168.000000 Penalty: 4580.721680
	Iteration 12Q: 3 clusters Score -1182168 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1182336.500000 Penalty: 4580.721680
	Iteration 13Q: 3 clusters Score -1182336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1182464.625000 Penalty: 4580.721680
	Iteration 14Q: 3 clusters Score -1182465 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1182569.750000 Penalty: 4580.721680
	Iteration 15Q: 3 clusters Score -1182570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1182654.750000 Penalty: 4580.721680
	Iteration 16Q: 3 clusters Score -1182655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1182705.875000 Penalty: 4580.721680
	Iteration 17Q: 3 clusters Score -1182706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1182744.375000 Penalty: 4580.721680
	Iteration 18Q: 3 clusters Score -1182744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1182773.875000 Penalty: 4580.721680
	Iteration 19Q: 3 clusters Score -1182774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1182797.250000 Penalty: 4580.721680
	Iteration 20F: 3 clusters Score -1182797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1182811.250000 Penalty: 4580.721680
	Iteration 21Q: 3 clusters Score -1182811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1182823.750000 Penalty: 4580.721680
	Iteration 22Q: 3 clusters Score -1182824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1182836.625000 Penalty: 4580.721680
	Iteration 23Q: 3 clusters Score -1182837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1182848.250000 Penalty: 4580.721680
	Iteration 24Q: 3 clusters Score -1182848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1182856.875000 Penalty: 4580.721680
	Iteration 25Q: 3 clusters Score -1182857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1182863.500000 Penalty: 4580.721680
	Iteration 26Q: 3 clusters Score -1182864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1182868.625000 Penalty: 4580.721680
	Iteration 27Q: 3 clusters Score -1182869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1182877.750000 Penalty: 4580.721680
	Iteration 28Q: 3 clusters Score -1182878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1182882.750000 Penalty: 4580.721680
	Iteration 29Q: 3 clusters Score -1182883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1182889.750000 Penalty: 4580.721680
	Iteration 30Q: 3 clusters Score -1182890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1182891.625000 Penalty: 4580.721680
	Iteration 31Q: 3 clusters Score -1182892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1182895.875000 Penalty: 4580.721680
	Iteration 32Q: 3 clusters Score -1182896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1182897.875000 Penalty: 4580.721680
	Iteration 33Q: 3 clusters Score -1182898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1182899.250000 Penalty: 4580.721680
	Iteration 34Q: 3 clusters Score -1182899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1182901.000000 Penalty: 4580.721680
	Iteration 35Q: 3 clusters Score -1182901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1182904.625000 Penalty: 4580.721680
	Iteration 36Q: 3 clusters Score -1182905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1182905.375000 Penalty: 4580.721680
	Iteration 37Q: 3 clusters Score -1182905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1182905.375000 Penalty: 4580.721680
	Iteration 38F: 3 clusters Score -1182905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (5547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Entering Unmasked Estep 
Score: -644609.687500 Penalty: 2138.011230
	Iteration 0F: 2 clusters Score -644609.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -639690.250000 Penalty: 4276.022461
	Iteration 0F: 3 clusters Score -639690.2 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -640871.250000 Penalty: 4276.022461
	Iteration 1F: 3 clusters Score -640871.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -641131.625000 Penalty: 4276.022461
	Iteration 2F: 3 clusters Score -641131.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -641302.312500 Penalty: 4276.022461
	Iteration 3F: 3 clusters Score -641302.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -641419.125000 Penalty: 4276.022461
	Iteration 4Q: 3 clusters Score -641419.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -641503.437500 Penalty: 4276.022461
	Iteration 5Q: 3 clusters Score -641503.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -641573.625000 Penalty: 4276.022461
	Iteration 6Q: 3 clusters Score -641573.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -641625.062500 Penalty: 4276.022461
	Iteration 7Q: 3 clusters Score -641625.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -641657.812500 Penalty: 4276.022461
	Iteration 8Q: 3 clusters Score -641657.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -641693.125000 Penalty: 4276.022461
	Iteration 9Q: 3 clusters Score -641693.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -641728.312500 Penalty: 4276.022461
	Iteration 10Q: 3 clusters Score -641728.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -641763.937500 Penalty: 4276.022461
	Iteration 11Q: 3 clusters Score -641763.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -641798.812500 Penalty: 4276.022461
	Iteration 12Q: 3 clusters Score -641798.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -641837.312500 Penalty: 4276.022461
	Iteration 13Q: 3 clusters Score -641837.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -641873.312500 Penalty: 4276.022461
	Iteration 14Q: 3 clusters Score -641873.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -641904.125000 Penalty: 4276.022461
	Iteration 15Q: 3 clusters Score -641904.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -641927.687500 Penalty: 4276.022461
	Iteration 16Q: 3 clusters Score -641927.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -641950.937500 Penalty: 4276.022461
	Iteration 17Q: 3 clusters Score -641950.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -641968.562500 Penalty: 4276.022461
	Iteration 18Q: 3 clusters Score -641968.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -641988.187500 Penalty: 4276.022461
	Iteration 19Q: 3 clusters Score -641988.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -642009.000000 Penalty: 4276.022461
	Iteration 20F: 3 clusters Score -642009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -642026.750000 Penalty: 4276.022461
	Iteration 21Q: 3 clusters Score -642026.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -642046.875000 Penalty: 4276.022461
	Iteration 22Q: 3 clusters Score -642046.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -642065.187500 Penalty: 4276.022461
	Iteration 23Q: 3 clusters Score -642065.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -642083.812500 Penalty: 4276.022461
	Iteration 24Q: 3 clusters Score -642083.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -642102.937500 Penalty: 4276.022461
	Iteration 25Q: 3 clusters Score -642102.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -642114.875000 Penalty: 4276.022461
	Iteration 26Q: 3 clusters Score -642114.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -642125.937500 Penalty: 4276.022461
	Iteration 27Q: 3 clusters Score -642125.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -642140.500000 Penalty: 4276.022461
	Iteration 28Q: 3 clusters Score -642140.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -642156.062500 Penalty: 4276.022461
	Iteration 29Q: 3 clusters Score -642156.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -642169.875000 Penalty: 4276.022461
	Iteration 30Q: 3 clusters Score -642169.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -642182.250000 Penalty: 4276.022461
	Iteration 31Q: 3 clusters Score -642182.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -642194.812500 Penalty: 4276.022461
	Iteration 32Q: 3 clusters Score -642194.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -642210.062500 Penalty: 4276.022461
	Iteration 33Q: 3 clusters Score -642210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -642222.687500 Penalty: 4276.022461
	Iteration 34Q: 3 clusters Score -642222.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -642240.187500 Penalty: 4276.022461
	Iteration 35Q: 3 clusters Score -642240.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -642261.687500 Penalty: 4276.022461
	Iteration 36Q: 3 clusters Score -642261.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -642280.687500 Penalty: 4276.022461
	Iteration 37Q: 3 clusters Score -642280.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -642296.250000 Penalty: 4276.022461
	Iteration 38Q: 3 clusters Score -642296.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -642306.312500 Penalty: 4276.022461
	Iteration 39Q: 3 clusters Score -642306.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -642320.500000 Penalty: 4276.022461
	Iteration 40F: 3 clusters Score -642320.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -642331.750000 Penalty: 4276.022461
	Iteration 41Q: 3 clusters Score -642331.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -642344.375000 Penalty: 4276.022461
	Iteration 42Q: 3 clusters Score -642344.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -642350.062500 Penalty: 4276.022461
	Iteration 43Q: 3 clusters Score -642350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -642354.062500 Penalty: 4276.022461
	Iteration 44Q: 3 clusters Score -642354.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -642360.875000 Penalty: 4276.022461
	Iteration 45Q: 3 clusters Score -642360.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -642365.375000 Penalty: 4276.022461
	Iteration 46Q: 3 clusters Score -642365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -642370.875000 Penalty: 4276.022461
	Iteration 47Q: 3 clusters Score -642370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -642373.500000 Penalty: 4276.022461
	Iteration 48Q: 3 clusters Score -642373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -642376.562500 Penalty: 4276.022461
	Iteration 49Q: 3 clusters Score -642376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -642377.187500 Penalty: 4276.022461
	Iteration 50Q: 3 clusters Score -642377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -642378.375000 Penalty: 4276.022461
	Iteration 51Q: 3 clusters Score -642378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -642380.187500 Penalty: 4276.022461
	Iteration 52Q: 3 clusters Score -642380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -642379.312500 Penalty: 4276.022461
	Iteration 53Q: 3 clusters Score -642379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -642383.562500 Penalty: 4276.022461
	Iteration 54Q: 3 clusters Score -642383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -642386.875000 Penalty: 4276.022461
	Iteration 55Q: 3 clusters Score -642386.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -642390.062500 Penalty: 4276.022461
	Iteration 56Q: 3 clusters Score -642390.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -642392.187500 Penalty: 4276.022461
	Iteration 57Q: 3 clusters Score -642392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -642397.875000 Penalty: 4276.022461
	Iteration 58Q: 3 clusters Score -642397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -642403.187500 Penalty: 4276.022461
	Iteration 59Q: 3 clusters Score -642403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -642408.312500 Penalty: 4276.022461
	Iteration 60F: 3 clusters Score -642408.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -642414.687500 Penalty: 4276.022461
	Iteration 61Q: 3 clusters Score -642414.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -642421.812500 Penalty: 4276.022461
	Iteration 62Q: 3 clusters Score -642421.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -642429.187500 Penalty: 4276.022461
	Iteration 63Q: 3 clusters Score -642429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -642438.687500 Penalty: 4276.022461
	Iteration 64Q: 3 clusters Score -642438.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -642451.125000 Penalty: 4276.022461
	Iteration 65Q: 3 clusters Score -642451.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -642468.500000 Penalty: 4276.022461
	Iteration 66Q: 3 clusters Score -642468.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -642480.000000 Penalty: 4276.022461
	Iteration 67Q: 3 clusters Score -642480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -642496.437500 Penalty: 4276.022461
	Iteration 68Q: 3 clusters Score -642496.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -642513.312500 Penalty: 4276.022461
	Iteration 69Q: 3 clusters Score -642513.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -642536.562500 Penalty: 4276.022461
	Iteration 70Q: 3 clusters Score -642536.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -642573.937500 Penalty: 4276.022461
	Iteration 71Q: 3 clusters Score -642573.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -642624.500000 Penalty: 4276.022461
	Iteration 72Q: 3 clusters Score -642624.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -642686.000000 Penalty: 4276.022461
	Iteration 73Q: 3 clusters Score -642686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -642747.875000 Penalty: 4276.022461
	Iteration 74Q: 3 clusters Score -642747.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -642813.062500 Penalty: 4276.022461
	Iteration 75Q: 3 clusters Score -642813.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -642878.750000 Penalty: 4276.022461
	Iteration 76Q: 3 clusters Score -642878.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -642932.250000 Penalty: 4276.022461
	Iteration 77Q: 3 clusters Score -642932.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -642974.375000 Penalty: 4276.022461
	Iteration 78Q: 3 clusters Score -642974.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -643000.687500 Penalty: 4276.022461
	Iteration 79Q: 3 clusters Score -643000.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -643016.187500 Penalty: 4276.022461
	Iteration 80F: 3 clusters Score -643016.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -643025.250000 Penalty: 4276.022461
	Iteration 81Q: 3 clusters Score -643025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -643033.000000 Penalty: 4276.022461
	Iteration 82Q: 3 clusters Score -643033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -643034.812500 Penalty: 4276.022461
	Iteration 83Q: 3 clusters Score -643034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -643038.562500 Penalty: 4276.022461
	Iteration 84Q: 3 clusters Score -643038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -643039.812500 Penalty: 4276.022461
	Iteration 85Q: 3 clusters Score -643039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -643040.500000 Penalty: 4276.022461
	Iteration 86Q: 3 clusters Score -643040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -643041.562500 Penalty: 4276.022461
	Iteration 87Q: 3 clusters Score -643041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -643042.750000 Penalty: 4276.022461
	Iteration 88Q: 3 clusters Score -643042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -643045.562500 Penalty: 4276.022461
	Iteration 89Q: 3 clusters Score -643045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -643045.437500 Penalty: 4276.022461
	Iteration 90Q: 3 clusters Score -643045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -643046.562500 Penalty: 4276.022461
	Iteration 91Q: 3 clusters Score -643046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -643046.562500 Penalty: 4276.022461
	Iteration 92F: 3 clusters Score -643046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -213775.203125 Penalty: 1874.512085
	Iteration 0F: 2 clusters Score -213775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -211224.687500 Penalty: 3749.024170
	Iteration 0F: 3 clusters Score -211224.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -211648.359375 Penalty: 3749.024170
	Iteration 1F: 3 clusters Score -211648.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211769.109375 Penalty: 3749.024170
	Iteration 2F: 3 clusters Score -211769.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -211850.218750 Penalty: 3749.024170
	Iteration 3Q: 3 clusters Score -211850.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -211902.562500 Penalty: 3749.024170
	Iteration 4Q: 3 clusters Score -211902.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -211944.687500 Penalty: 3749.024170
	Iteration 5Q: 3 clusters Score -211944.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -211971.437500 Penalty: 3749.024170
	Iteration 6Q: 3 clusters Score -211971.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -211990.359375 Penalty: 3749.024170
	Iteration 7Q: 3 clusters Score -211990.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212002.281250 Penalty: 3749.024170
	Iteration 8Q: 3 clusters Score -212002.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212011.734375 Penalty: 3749.024170
	Iteration 9Q: 3 clusters Score -212011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -212021.937500 Penalty: 3749.024170
	Iteration 10Q: 3 clusters Score -212021.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212032.546875 Penalty: 3749.024170
	Iteration 11Q: 3 clusters Score -212032.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212044.593750 Penalty: 3749.024170
	Iteration 12Q: 3 clusters Score -212044.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212054.359375 Penalty: 3749.024170
	Iteration 13Q: 3 clusters Score -212054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212058.203125 Penalty: 3749.024170
	Iteration 14Q: 3 clusters Score -212058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -212064.703125 Penalty: 3749.024170
	Iteration 15Q: 3 clusters Score -212064.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -212074.125000 Penalty: 3749.024170
	Iteration 16Q: 3 clusters Score -212074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212083.218750 Penalty: 3749.024170
	Iteration 17Q: 3 clusters Score -212083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212090.093750 Penalty: 3749.024170
	Iteration 18Q: 3 clusters Score -212090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212096.984375 Penalty: 3749.024170
	Iteration 19Q: 3 clusters Score -212097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212103.031250 Penalty: 3749.024170
	Iteration 20F: 3 clusters Score -212103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212110.171875 Penalty: 3749.024170
	Iteration 21Q: 3 clusters Score -212110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -212119.109375 Penalty: 3749.024170
	Iteration 22Q: 3 clusters Score -212119.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212127.984375 Penalty: 3749.024170
	Iteration 23Q: 3 clusters Score -212128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -212137.015625 Penalty: 3749.024170
	Iteration 24Q: 3 clusters Score -212137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212145.265625 Penalty: 3749.024170
	Iteration 25Q: 3 clusters Score -212145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -212159.765625 Penalty: 3749.024170
	Iteration 26Q: 3 clusters Score -212159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -212173.312500 Penalty: 3749.024170
	Iteration 27Q: 3 clusters Score -212173.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -212183.484375 Penalty: 3749.024170
	Iteration 28Q: 3 clusters Score -212183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -212190.515625 Penalty: 3749.024170
	Iteration 29Q: 3 clusters Score -212190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -212197.625000 Penalty: 3749.024170
	Iteration 30Q: 3 clusters Score -212197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -212202.625000 Penalty: 3749.024170
	Iteration 31Q: 3 clusters Score -212202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -212205.328125 Penalty: 3749.024170
	Iteration 32Q: 3 clusters Score -212205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -212209.953125 Penalty: 3749.024170
	Iteration 33Q: 3 clusters Score -212210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -212215.062500 Penalty: 3749.024170
	Iteration 34Q: 3 clusters Score -212215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212220.421875 Penalty: 3749.024170
	Iteration 35Q: 3 clusters Score -212220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212225.218750 Penalty: 3749.024170
	Iteration 36Q: 3 clusters Score -212225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -212229.718750 Penalty: 3749.024170
	Iteration 37Q: 3 clusters Score -212229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -212231.828125 Penalty: 3749.024170
	Iteration 38Q: 3 clusters Score -212231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212237.031250 Penalty: 3749.024170
	Iteration 39Q: 3 clusters Score -212237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -212243.015625 Penalty: 3749.024170
	Iteration 40F: 3 clusters Score -212243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -212248.828125 Penalty: 3749.024170
	Iteration 41Q: 3 clusters Score -212248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -212254.578125 Penalty: 3749.024170
	Iteration 42Q: 3 clusters Score -212254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -212256.468750 Penalty: 3749.024170
	Iteration 43Q: 3 clusters Score -212256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -212257.828125 Penalty: 3749.024170
	Iteration 44Q: 3 clusters Score -212257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -212257.828125 Penalty: 3749.024170
	Iteration 45F: 3 clusters Score -212257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -286741.875000 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -286741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -283733.937500 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -283733.9 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284525.906250 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -284525.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -284787.937500 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -284787.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285043.156250 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -285043.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -285378.468750 Penalty: 3913.543213
	Iteration 4F: 3 clusters Score -285378.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285662.187500 Penalty: 3913.543213
	Iteration 5F: 3 clusters Score -285662.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -285862.656250 Penalty: 3913.543213
	Iteration 6F: 3 clusters Score -285862.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -285965.156250 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -285965.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286020.750000 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -286020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -286049.375000 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -286049.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -286069.281250 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -286069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -286080.343750 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -286080.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -286090.156250 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -286090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -286095.281250 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -286095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -286100.531250 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -286100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -286103.562500 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -286103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -286104.343750 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -286104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -286105.093750 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -286105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -286105.093750 Penalty: 3913.543213
	Iteration 18F: 3 clusters Score -286105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -259116.171875 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -259116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -256304.640625 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -256304.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -256889.765625 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -256889.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -257053.765625 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -257053.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -257177.671875 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -257177.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -257259.765625 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -257259.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -257311.640625 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -257311.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -257347.546875 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -257347.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -257376.421875 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -257376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257400.859375 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -257400.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -257423.781250 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -257423.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -257445.703125 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -257445.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -257462.609375 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -257462.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257475.750000 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -257475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257482.703125 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -257482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257488.234375 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -257488.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -257491.906250 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -257491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -257494.015625 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -257494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -257499.828125 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -257499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257503.859375 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -257503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -257505.187500 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -257505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -257506.984375 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -257507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -257508.343750 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -257508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -257508.343750 Penalty: 3841.736084
	Iteration 22F: 3 clusters Score -257508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -751630.437500 Penalty: 2192.284424
	Iteration 0F: 2 clusters Score -751630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -745960.562500 Penalty: 4384.568848
	Iteration 0F: 3 clusters Score -745960.6 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -747463.125000 Penalty: 4384.568848
	Iteration 1F: 3 clusters Score -747463.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -747786.250000 Penalty: 4384.568848
	Iteration 2F: 3 clusters Score -747786.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -748080.000000 Penalty: 4384.568848
	Iteration 3F: 3 clusters Score -748080 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -748388.000000 Penalty: 4384.568848
	Iteration 4F: 3 clusters Score -748388 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -748754.000000 Penalty: 4384.568848
	Iteration 5F: 3 clusters Score -748754 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -749167.000000 Penalty: 4384.568848
	Iteration 6F: 3 clusters Score -749167 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -749546.875000 Penalty: 4384.568848
	Iteration 7F: 3 clusters Score -749546.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -749875.500000 Penalty: 4384.568848
	Iteration 8F: 3 clusters Score -749875.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -750102.437500 Penalty: 4384.568848
	Iteration 9Q: 3 clusters Score -750102.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -750239.312500 Penalty: 4384.568848
	Iteration 10Q: 3 clusters Score -750239.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -750351.750000 Penalty: 4384.568848
	Iteration 11Q: 3 clusters Score -750351.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -750429.562500 Penalty: 4384.568848
	Iteration 12Q: 3 clusters Score -750429.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -750466.062500 Penalty: 4384.568848
	Iteration 13Q: 3 clusters Score -750466.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -750493.062500 Penalty: 4384.568848
	Iteration 14Q: 3 clusters Score -750493.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -750520.250000 Penalty: 4384.568848
	Iteration 15Q: 3 clusters Score -750520.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -750540.812500 Penalty: 4384.568848
	Iteration 16Q: 3 clusters Score -750540.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -750551.062500 Penalty: 4384.568848
	Iteration 17Q: 3 clusters Score -750551.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -750562.312500 Penalty: 4384.568848
	Iteration 18Q: 3 clusters Score -750562.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -750565.750000 Penalty: 4384.568848
	Iteration 19Q: 3 clusters Score -750565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -750571.000000 Penalty: 4384.568848
	Iteration 20F: 3 clusters Score -750571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -750571.937500 Penalty: 4384.568848
	Iteration 21Q: 3 clusters Score -750571.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -750573.562500 Penalty: 4384.568848
	Iteration 22Q: 3 clusters Score -750573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -750578.062500 Penalty: 4384.568848
	Iteration 23Q: 3 clusters Score -750578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -750581.687500 Penalty: 4384.568848
	Iteration 24Q: 3 clusters Score -750581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -750581.062500 Penalty: 4384.568848
	Iteration 25Q: 3 clusters Score -750581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -750582.812500 Penalty: 4384.568848
	Iteration 26Q: 3 clusters Score -750582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -750584.437500 Penalty: 4384.568848
	Iteration 27Q: 3 clusters Score -750584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -750584.500000 Penalty: 4384.568848
	Iteration 28Q: 3 clusters Score -750584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -750587.187500 Penalty: 4384.568848
	Iteration 29Q: 3 clusters Score -750587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -750587.812500 Penalty: 4384.568848
	Iteration 30Q: 3 clusters Score -750587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -750587.437500 Penalty: 4384.568848
	Iteration 31Q: 3 clusters Score -750587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -750588.812500 Penalty: 4384.568848
	Iteration 32Q: 3 clusters Score -750588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -750587.687500 Penalty: 4384.568848
	Iteration 33Q: 3 clusters Score -750587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -750587.750000 Penalty: 4384.568848
	Iteration 34Q: 3 clusters Score -750587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -750587.000000 Penalty: 4384.568848
	Iteration 35Q: 3 clusters Score -750587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -750589.625000 Penalty: 4384.568848
	Iteration 36Q: 3 clusters Score -750589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -750589.625000 Penalty: 4384.568848
	Iteration 37F: 3 clusters Score -750589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -180077.812500 Penalty: 1849.487061
	Iteration 0F: 2 clusters Score -180077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -177628.921875 Penalty: 3698.974121
	Iteration 0F: 3 clusters Score -177628.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178091.375000 Penalty: 3698.974121
	Iteration 1F: 3 clusters Score -178091.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -178264.906250 Penalty: 3698.974121
	Iteration 2F: 3 clusters Score -178264.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -178341.265625 Penalty: 3698.974121
	Iteration 3Q: 3 clusters Score -178341.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -178399.375000 Penalty: 3698.974121
	Iteration 4Q: 3 clusters Score -178399.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -178441.437500 Penalty: 3698.974121
	Iteration 5Q: 3 clusters Score -178441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -178469.171875 Penalty: 3698.974121
	Iteration 6Q: 3 clusters Score -178469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -178501.468750 Penalty: 3698.974121
	Iteration 7Q: 3 clusters Score -178501.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -178530.968750 Penalty: 3698.974121
	Iteration 8Q: 3 clusters Score -178531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -178562.718750 Penalty: 3698.974121
	Iteration 9Q: 3 clusters Score -178562.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -178598.078125 Penalty: 3698.974121
	Iteration 10Q: 3 clusters Score -178598.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -178625.921875 Penalty: 3698.974121
	Iteration 11Q: 3 clusters Score -178625.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178653.671875 Penalty: 3698.974121
	Iteration 12Q: 3 clusters Score -178653.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -178673.453125 Penalty: 3698.974121
	Iteration 13Q: 3 clusters Score -178673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178687.937500 Penalty: 3698.974121
	Iteration 14Q: 3 clusters Score -178687.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178705.359375 Penalty: 3698.974121
	Iteration 15Q: 3 clusters Score -178705.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178723.890625 Penalty: 3698.974121
	Iteration 16Q: 3 clusters Score -178723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178741.625000 Penalty: 3698.974121
	Iteration 17Q: 3 clusters Score -178741.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178760.390625 Penalty: 3698.974121
	Iteration 18Q: 3 clusters Score -178760.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -178785.250000 Penalty: 3698.974121
	Iteration 19Q: 3 clusters Score -178785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -178796.937500 Penalty: 3698.974121
	Iteration 20F: 3 clusters Score -178796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -178813.906250 Penalty: 3698.974121
	Iteration 21Q: 3 clusters Score -178813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -178819.781250 Penalty: 3698.974121
	Iteration 22Q: 3 clusters Score -178819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -178822.640625 Penalty: 3698.974121
	Iteration 23Q: 3 clusters Score -178822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -178830.140625 Penalty: 3698.974121
	Iteration 24Q: 3 clusters Score -178830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -178833.500000 Penalty: 3698.974121
	Iteration 25Q: 3 clusters Score -178833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -178840.593750 Penalty: 3698.974121
	Iteration 26Q: 3 clusters Score -178840.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -178848.515625 Penalty: 3698.974121
	Iteration 27Q: 3 clusters Score -178848.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -178864.109375 Penalty: 3698.974121
	Iteration 28Q: 3 clusters Score -178864.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -178875.359375 Penalty: 3698.974121
	Iteration 29Q: 3 clusters Score -178875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -178880.359375 Penalty: 3698.974121
	Iteration 30Q: 3 clusters Score -178880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -178884.312500 Penalty: 3698.974121
	Iteration 31Q: 3 clusters Score -178884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -178887.187500 Penalty: 3698.974121
	Iteration 32Q: 3 clusters Score -178887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -178891.984375 Penalty: 3698.974121
	Iteration 33Q: 3 clusters Score -178892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -178896.593750 Penalty: 3698.974121
	Iteration 34Q: 3 clusters Score -178896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -178901.906250 Penalty: 3698.974121
	Iteration 35Q: 3 clusters Score -178901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -178907.906250 Penalty: 3698.974121
	Iteration 36Q: 3 clusters Score -178907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -178914.312500 Penalty: 3698.974121
	Iteration 37Q: 3 clusters Score -178914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178918.296875 Penalty: 3698.974121
	Iteration 38Q: 3 clusters Score -178918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178919.453125 Penalty: 3698.974121
	Iteration 39Q: 3 clusters Score -178919.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178919.453125 Penalty: 3698.974121
	Iteration 40F: 3 clusters Score -178919.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -227823.859375 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -227823.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -225100.843750 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -225100.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -225669.937500 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -225669.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -225846.062500 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -225846.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -225973.890625 Penalty: 3800.817139
	Iteration 3F: 3 clusters Score -225973.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -226101.218750 Penalty: 3800.817139
	Iteration 4F: 3 clusters Score -226101.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226209.828125 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -226209.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -226336.218750 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -226336.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226435.625000 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -226435.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -226527.421875 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -226527.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -226598.125000 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -226598.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -226645.718750 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -226645.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -226695.703125 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -226695.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -226727.140625 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -226727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -226737.234375 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -226737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -226748.328125 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -226748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -226757.390625 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -226757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226772.531250 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -226772.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -226787.406250 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -226787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -226793.312500 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -226793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226802.500000 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -226802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -226811.312500 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -226811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -226827.281250 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -226827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -226852.453125 Penalty: 3800.817139
	Iteration 22Q: 3 clusters Score -226852.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -226892.781250 Penalty: 3800.817139
	Iteration 23Q: 3 clusters Score -226892.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -226944.437500 Penalty: 3800.817139
	Iteration 24Q: 3 clusters Score -226944.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -226974.671875 Penalty: 3800.817139
	Iteration 25Q: 3 clusters Score -226974.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -226996.171875 Penalty: 3800.817139
	Iteration 26Q: 3 clusters Score -226996.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -227006.359375 Penalty: 3800.817139
	Iteration 27Q: 3 clusters Score -227006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -227011.187500 Penalty: 3800.817139
	Iteration 28Q: 3 clusters Score -227011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -227016.843750 Penalty: 3800.817139
	Iteration 29Q: 3 clusters Score -227016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -227024.468750 Penalty: 3800.817139
	Iteration 30Q: 3 clusters Score -227024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -227026.390625 Penalty: 3800.817139
	Iteration 31Q: 3 clusters Score -227026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227026.921875 Penalty: 3800.817139
	Iteration 32Q: 3 clusters Score -227026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227026.921875 Penalty: 3800.817139
	Iteration 33F: 3 clusters Score -227026.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (5873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Entering Unmasked Estep 
Score: -653934.437500 Penalty: 2152.173828
	Iteration 0F: 2 clusters Score -653934.4 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 2869 members 
Entering Unmasked Estep 
Score: -648849.375000 Penalty: 4304.347656
	Iteration 0F: 3 clusters Score -648849.4 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -650127.312500 Penalty: 4304.347656
	Iteration 1F: 3 clusters Score -650127.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -650332.250000 Penalty: 4304.347656
	Iteration 2F: 3 clusters Score -650332.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -650451.375000 Penalty: 4304.347656
	Iteration 3Q: 3 clusters Score -650451.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -650538.000000 Penalty: 4304.347656
	Iteration 4Q: 3 clusters Score -650538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -650613.375000 Penalty: 4304.347656
	Iteration 5Q: 3 clusters Score -650613.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -650673.625000 Penalty: 4304.347656
	Iteration 6Q: 3 clusters Score -650673.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -650741.312500 Penalty: 4304.347656
	Iteration 7Q: 3 clusters Score -650741.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -650798.562500 Penalty: 4304.347656
	Iteration 8Q: 3 clusters Score -650798.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -650860.812500 Penalty: 4304.347656
	Iteration 9Q: 3 clusters Score -650860.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -650928.250000 Penalty: 4304.347656
	Iteration 10Q: 3 clusters Score -650928.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -650989.437500 Penalty: 4304.347656
	Iteration 11Q: 3 clusters Score -650989.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -651054.000000 Penalty: 4304.347656
	Iteration 12Q: 3 clusters Score -651054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -651116.812500 Penalty: 4304.347656
	Iteration 13Q: 3 clusters Score -651116.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -651184.187500 Penalty: 4304.347656
	Iteration 14Q: 3 clusters Score -651184.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -651252.125000 Penalty: 4304.347656
	Iteration 15Q: 3 clusters Score -651252.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -651316.187500 Penalty: 4304.347656
	Iteration 16Q: 3 clusters Score -651316.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -651371.312500 Penalty: 4304.347656
	Iteration 17Q: 3 clusters Score -651371.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -651432.312500 Penalty: 4304.347656
	Iteration 18Q: 3 clusters Score -651432.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -651486.312500 Penalty: 4304.347656
	Iteration 19Q: 3 clusters Score -651486.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -651543.625000 Penalty: 4304.347656
	Iteration 20F: 3 clusters Score -651543.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -651592.250000 Penalty: 4304.347656
	Iteration 21Q: 3 clusters Score -651592.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -651641.000000 Penalty: 4304.347656
	Iteration 22Q: 3 clusters Score -651641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -651681.187500 Penalty: 4304.347656
	Iteration 23Q: 3 clusters Score -651681.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -651719.312500 Penalty: 4304.347656
	Iteration 24Q: 3 clusters Score -651719.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -651758.562500 Penalty: 4304.347656
	Iteration 25Q: 3 clusters Score -651758.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -651794.187500 Penalty: 4304.347656
	Iteration 26Q: 3 clusters Score -651794.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -651825.312500 Penalty: 4304.347656
	Iteration 27Q: 3 clusters Score -651825.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -651852.812500 Penalty: 4304.347656
	Iteration 28Q: 3 clusters Score -651852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -651869.937500 Penalty: 4304.347656
	Iteration 29Q: 3 clusters Score -651869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -651880.937500 Penalty: 4304.347656
	Iteration 30Q: 3 clusters Score -651880.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -651893.500000 Penalty: 4304.347656
	Iteration 31Q: 3 clusters Score -651893.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -651913.437500 Penalty: 4304.347656
	Iteration 32Q: 3 clusters Score -651913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -651924.812500 Penalty: 4304.347656
	Iteration 33Q: 3 clusters Score -651924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -651941.250000 Penalty: 4304.347656
	Iteration 34Q: 3 clusters Score -651941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -651955.062500 Penalty: 4304.347656
	Iteration 35Q: 3 clusters Score -651955.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -651968.125000 Penalty: 4304.347656
	Iteration 36Q: 3 clusters Score -651968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -651975.687500 Penalty: 4304.347656
	Iteration 37Q: 3 clusters Score -651975.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -651985.687500 Penalty: 4304.347656
	Iteration 38Q: 3 clusters Score -651985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -651992.875000 Penalty: 4304.347656
	Iteration 39Q: 3 clusters Score -651992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -651999.562500 Penalty: 4304.347656
	Iteration 40F: 3 clusters Score -651999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -652005.000000 Penalty: 4304.347656
	Iteration 41Q: 3 clusters Score -652005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -652008.000000 Penalty: 4304.347656
	Iteration 42Q: 3 clusters Score -652008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -652014.750000 Penalty: 4304.347656
	Iteration 43Q: 3 clusters Score -652014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -652020.875000 Penalty: 4304.347656
	Iteration 44Q: 3 clusters Score -652020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -652021.687500 Penalty: 4304.347656
	Iteration 45Q: 3 clusters Score -652021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -652023.375000 Penalty: 4304.347656
	Iteration 46Q: 3 clusters Score -652023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -652023.375000 Penalty: 4304.347656
	Iteration 47F: 3 clusters Score -652023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (6687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Entering Unmasked Estep 
Score: -752459.687500 Penalty: 2184.364258
	Iteration 0F: 2 clusters Score -752459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -746886.000000 Penalty: 4368.728516
	Iteration 0F: 3 clusters Score -746886 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -748345.500000 Penalty: 4368.728516
	Iteration 1F: 3 clusters Score -748345.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -748612.000000 Penalty: 4368.728516
	Iteration 2F: 3 clusters Score -748612 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -748803.312500 Penalty: 4368.728516
	Iteration 3F: 3 clusters Score -748803.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -748974.562500 Penalty: 4368.728516
	Iteration 4Q: 3 clusters Score -748974.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -749157.312500 Penalty: 4368.728516
	Iteration 5Q: 3 clusters Score -749157.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -749341.500000 Penalty: 4368.728516
	Iteration 6Q: 3 clusters Score -749341.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -749485.687500 Penalty: 4368.728516
	Iteration 7Q: 3 clusters Score -749485.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -749601.312500 Penalty: 4368.728516
	Iteration 8Q: 3 clusters Score -749601.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -749701.062500 Penalty: 4368.728516
	Iteration 9Q: 3 clusters Score -749701.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -749791.625000 Penalty: 4368.728516
	Iteration 10Q: 3 clusters Score -749791.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -749877.250000 Penalty: 4368.728516
	Iteration 11Q: 3 clusters Score -749877.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -749977.500000 Penalty: 4368.728516
	Iteration 12Q: 3 clusters Score -749977.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -750075.375000 Penalty: 4368.728516
	Iteration 13Q: 3 clusters Score -750075.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -750150.375000 Penalty: 4368.728516
	Iteration 14Q: 3 clusters Score -750150.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -750210.312500 Penalty: 4368.728516
	Iteration 15Q: 3 clusters Score -750210.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -750264.500000 Penalty: 4368.728516
	Iteration 16Q: 3 clusters Score -750264.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -750314.187500 Penalty: 4368.728516
	Iteration 17Q: 3 clusters Score -750314.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -750348.875000 Penalty: 4368.728516
	Iteration 18Q: 3 clusters Score -750348.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -750379.250000 Penalty: 4368.728516
	Iteration 19Q: 3 clusters Score -750379.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -750408.687500 Penalty: 4368.728516
	Iteration 20F: 3 clusters Score -750408.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -750434.312500 Penalty: 4368.728516
	Iteration 21Q: 3 clusters Score -750434.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -750462.500000 Penalty: 4368.728516
	Iteration 22Q: 3 clusters Score -750462.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -750482.812500 Penalty: 4368.728516
	Iteration 23Q: 3 clusters Score -750482.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -750499.250000 Penalty: 4368.728516
	Iteration 24Q: 3 clusters Score -750499.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -750507.500000 Penalty: 4368.728516
	Iteration 25Q: 3 clusters Score -750507.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -750516.937500 Penalty: 4368.728516
	Iteration 26Q: 3 clusters Score -750516.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -750523.875000 Penalty: 4368.728516
	Iteration 27Q: 3 clusters Score -750523.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -750532.625000 Penalty: 4368.728516
	Iteration 28Q: 3 clusters Score -750532.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -750538.687500 Penalty: 4368.728516
	Iteration 29Q: 3 clusters Score -750538.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -750543.625000 Penalty: 4368.728516
	Iteration 30Q: 3 clusters Score -750543.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -750548.187500 Penalty: 4368.728516
	Iteration 31Q: 3 clusters Score -750548.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -750552.000000 Penalty: 4368.728516
	Iteration 32Q: 3 clusters Score -750552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -750554.437500 Penalty: 4368.728516
	Iteration 33Q: 3 clusters Score -750554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -750558.500000 Penalty: 4368.728516
	Iteration 34Q: 3 clusters Score -750558.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -750561.812500 Penalty: 4368.728516
	Iteration 35Q: 3 clusters Score -750561.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -750565.062500 Penalty: 4368.728516
	Iteration 36Q: 3 clusters Score -750565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -750565.750000 Penalty: 4368.728516
	Iteration 37Q: 3 clusters Score -750565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -750568.562500 Penalty: 4368.728516
	Iteration 38Q: 3 clusters Score -750568.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -750573.562500 Penalty: 4368.728516
	Iteration 39Q: 3 clusters Score -750573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -750576.687500 Penalty: 4368.728516
	Iteration 40F: 3 clusters Score -750576.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -750580.250000 Penalty: 4368.728516
	Iteration 41Q: 3 clusters Score -750580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -750580.687500 Penalty: 4368.728516
	Iteration 42Q: 3 clusters Score -750580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -750583.625000 Penalty: 4368.728516
	Iteration 43Q: 3 clusters Score -750583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -750585.250000 Penalty: 4368.728516
	Iteration 44Q: 3 clusters Score -750585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -750594.562500 Penalty: 4368.728516
	Iteration 45Q: 3 clusters Score -750594.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -750600.500000 Penalty: 4368.728516
	Iteration 46Q: 3 clusters Score -750600.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -750605.625000 Penalty: 4368.728516
	Iteration 47Q: 3 clusters Score -750605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -750612.062500 Penalty: 4368.728516
	Iteration 48Q: 3 clusters Score -750612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -750614.937500 Penalty: 4368.728516
	Iteration 49Q: 3 clusters Score -750614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -750620.687500 Penalty: 4368.728516
	Iteration 50Q: 3 clusters Score -750620.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -750625.750000 Penalty: 4368.728516
	Iteration 51Q: 3 clusters Score -750625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -750630.687500 Penalty: 4368.728516
	Iteration 52Q: 3 clusters Score -750630.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -750635.750000 Penalty: 4368.728516
	Iteration 53Q: 3 clusters Score -750635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -750644.250000 Penalty: 4368.728516
	Iteration 54Q: 3 clusters Score -750644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -750649.375000 Penalty: 4368.728516
	Iteration 55Q: 3 clusters Score -750649.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -750653.812500 Penalty: 4368.728516
	Iteration 56Q: 3 clusters Score -750653.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -750662.125000 Penalty: 4368.728516
	Iteration 57Q: 3 clusters Score -750662.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -750664.875000 Penalty: 4368.728516
	Iteration 58Q: 3 clusters Score -750664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -750669.625000 Penalty: 4368.728516
	Iteration 59Q: 3 clusters Score -750669.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -750677.375000 Penalty: 4368.728516
	Iteration 60F: 3 clusters Score -750677.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -750684.187500 Penalty: 4368.728516
	Iteration 61Q: 3 clusters Score -750684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -750686.187500 Penalty: 4368.728516
	Iteration 62Q: 3 clusters Score -750686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -750688.187500 Penalty: 4368.728516
	Iteration 63Q: 3 clusters Score -750688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -750691.062500 Penalty: 4368.728516
	Iteration 64Q: 3 clusters Score -750691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -750691.000000 Penalty: 4368.728516
	Iteration 65Q: 3 clusters Score -750691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -750693.187500 Penalty: 4368.728516
	Iteration 66Q: 3 clusters Score -750693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -750696.437500 Penalty: 4368.728516
	Iteration 67Q: 3 clusters Score -750696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -750700.250000 Penalty: 4368.728516
	Iteration 68Q: 3 clusters Score -750700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -750702.500000 Penalty: 4368.728516
	Iteration 69Q: 3 clusters Score -750702.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -750705.812500 Penalty: 4368.728516
	Iteration 70Q: 3 clusters Score -750705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -750707.375000 Penalty: 4368.728516
	Iteration 71Q: 3 clusters Score -750707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -750707.687500 Penalty: 4368.728516
	Iteration 72Q: 3 clusters Score -750707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -750708.062500 Penalty: 4368.728516
	Iteration 73Q: 3 clusters Score -750708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -750708.062500 Penalty: 4368.728516
	Iteration 74F: 3 clusters Score -750708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17056 members 
Mstep: Class 3 contains 107821 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51282 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24776 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57742 members 
Mstep: Class 16 contains 51611 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248020 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140178 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25057 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 11196 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169322 members 
Mstep: Class 34 contains 5040 members 
Mstep: Class 35 contains 60807 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19470 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9374 members 
Mstep: Class 43 contains 10016 members 
Mstep: Class 44 contains 51113 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21372 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5345 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3348 members 
Mstep: Class 63 contains 27511 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5902 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29558 members 
Mstep: Class 70 contains 13055 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5675 members 
Mstep: Class 73 contains 133243 members 
Mstep: Class 74 contains 13654 members 
Mstep: Class 75 contains 11898 members 
Mstep: Class 76 contains 11185 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15289 members 
Mstep: Class 79 contains 23900 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22471 members 
Mstep: Class 83 contains 4042 members 
Mstep: Class 84 contains 7268 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8144 members 
Mstep: Class 88 contains 7489 members 
Mstep: Class 89 contains 7549 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8460 members 
Mstep: Class 94 contains 4897 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10253 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6904 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289648.000000 Penalty: 377274.406250
Iteration 239Q: 106 clusters Score -2.122896e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 17055 members 
Mstep: Class 3 contains 107821 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51273 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 24777 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57733 members 
Mstep: Class 16 contains 51615 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248022 members 
Mstep: Class 20 contains 33787 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140180 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25040 members 
Mstep: Class 26 contains 7354 members 
Mstep: Class 27 contains 11207 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10914 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169296 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 60798 members 
Mstep: Class 36 contains 17569 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19469 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6154 members 
Mstep: Class 42 contains 9372 members 
Mstep: Class 43 contains 10021 members 
Mstep: Class 44 contains 51115 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15310 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43388 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21374 members 
Mstep: Class 56 contains 6477 members 
Mstep: Class 57 contains 5353 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27504 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29568 members 
Mstep: Class 70 contains 13063 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5673 members 
Mstep: Class 73 contains 133248 members 
Mstep: Class 74 contains 13655 members 
Mstep: Class 75 contains 11901 members 
Mstep: Class 76 contains 11185 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15288 members 
Mstep: Class 79 contains 23894 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22463 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7265 members 
Mstep: Class 85 contains 28193 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8157 members 
Mstep: Class 88 contains 7498 members 
Mstep: Class 89 contains 7548 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8463 members 
Mstep: Class 94 contains 4899 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6914 members 
Mstep: Class 102 contains 1733 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289424.000000 Penalty: 377274.406250
Iteration 240F: 106 clusters Score -2.122894e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 17054 members 
Mstep: Class 3 contains 107818 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51266 members 
Mstep: Class 9 contains 18867 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 24777 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57726 members 
Mstep: Class 16 contains 51619 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 38673 members 
Mstep: Class 19 contains 248029 members 
Mstep: Class 20 contains 33786 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140189 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25028 members 
Mstep: Class 26 contains 7353 members 
Mstep: Class 27 contains 11216 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10914 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169260 members 
Mstep: Class 34 contains 5043 members 
Mstep: Class 35 contains 60797 members 
Mstep: Class 36 contains 17569 members 
Mstep: Class 37 contains 6046 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19467 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6154 members 
Mstep: Class 42 contains 9372 members 
Mstep: Class 43 contains 10026 members 
Mstep: Class 44 contains 51120 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15309 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43387 members 
Mstep: Class 51 contains 33826 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8062 members 
Mstep: Class 55 contains 21374 members 
Mstep: Class 56 contains 6479 members 
Mstep: Class 57 contains 5359 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3346 members 
Mstep: Class 63 contains 27501 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4795 members 
Mstep: Class 66 contains 5896 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29573 members 
Mstep: Class 70 contains 13072 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5672 members 
Mstep: Class 73 contains 133246 members 
Mstep: Class 74 contains 13662 members 
Mstep: Class 75 contains 11906 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6080 members 
Mstep: Class 78 contains 15287 members 
Mstep: Class 79 contains 23893 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22459 members 
Mstep: Class 83 contains 4043 members 
Mstep: Class 84 contains 7261 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8174 members 
Mstep: Class 88 contains 7497 members 
Mstep: Class 89 contains 7546 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8466 members 
Mstep: Class 94 contains 4899 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6925 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289520.000000 Penalty: 377274.406250
Iteration 241Q: 106 clusters Score -2.122895e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 17053 members 
Mstep: Class 3 contains 107813 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51259 members 
Mstep: Class 9 contains 18863 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 24777 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 57719 members 
Mstep: Class 16 contains 51620 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248028 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140198 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 25019 members 
Mstep: Class 26 contains 7351 members 
Mstep: Class 27 contains 11225 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169221 members 
Mstep: Class 34 contains 5042 members 
Mstep: Class 35 contains 60790 members 
Mstep: Class 36 contains 17570 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19464 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6154 members 
Mstep: Class 42 contains 9374 members 
Mstep: Class 43 contains 10025 members 
Mstep: Class 44 contains 51121 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15309 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43386 members 
Mstep: Class 51 contains 33824 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8063 members 
Mstep: Class 55 contains 21376 members 
Mstep: Class 56 contains 6475 members 
Mstep: Class 57 contains 5367 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 27501 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4796 members 
Mstep: Class 66 contains 5895 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29584 members 
Mstep: Class 70 contains 13081 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5668 members 
Mstep: Class 73 contains 133247 members 
Mstep: Class 74 contains 13663 members 
Mstep: Class 75 contains 11909 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6079 members 
Mstep: Class 78 contains 15286 members 
Mstep: Class 79 contains 23891 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22456 members 
Mstep: Class 83 contains 4044 members 
Mstep: Class 84 contains 7263 members 
Mstep: Class 85 contains 28192 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8186 members 
Mstep: Class 88 contains 7505 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8469 members 
Mstep: Class 94 contains 4899 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6935 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2128 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289696.000000 Penalty: 377274.406250
Iteration 242Q: 106 clusters Score -2.122897e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 17050 members 
Mstep: Class 3 contains 107815 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51256 members 
Mstep: Class 9 contains 18858 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 24775 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 57709 members 
Mstep: Class 16 contains 51623 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 38675 members 
Mstep: Class 19 contains 248038 members 
Mstep: Class 20 contains 33789 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140206 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 25006 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 11229 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169179 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 60787 members 
Mstep: Class 36 contains 17572 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19463 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6154 members 
Mstep: Class 42 contains 9371 members 
Mstep: Class 43 contains 10030 members 
Mstep: Class 44 contains 51121 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2553 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15309 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43385 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8060 members 
Mstep: Class 55 contains 21373 members 
Mstep: Class 56 contains 6471 members 
Mstep: Class 57 contains 5376 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 27502 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29589 members 
Mstep: Class 70 contains 13093 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5665 members 
Mstep: Class 73 contains 133252 members 
Mstep: Class 74 contains 13664 members 
Mstep: Class 75 contains 11909 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23888 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22459 members 
Mstep: Class 83 contains 4045 members 
Mstep: Class 84 contains 7264 members 
Mstep: Class 85 contains 28191 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8198 members 
Mstep: Class 88 contains 7519 members 
Mstep: Class 89 contains 7548 members 
Mstep: Class 90 contains 4705 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8470 members 
Mstep: Class 94 contains 4902 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6940 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2130 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289440.000000 Penalty: 377274.406250
Iteration 243Q: 106 clusters Score -2.122894e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 17047 members 
Mstep: Class 3 contains 107810 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51251 members 
Mstep: Class 9 contains 18853 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 24777 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 57702 members 
Mstep: Class 16 contains 51626 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248045 members 
Mstep: Class 20 contains 33788 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140208 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 24993 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11236 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169143 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 60784 members 
Mstep: Class 36 contains 17573 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19462 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6154 members 
Mstep: Class 42 contains 9371 members 
Mstep: Class 43 contains 10035 members 
Mstep: Class 44 contains 51123 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2500 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43387 members 
Mstep: Class 51 contains 33826 members 
Mstep: Class 52 contains 5295 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8062 members 
Mstep: Class 55 contains 21374 members 
Mstep: Class 56 contains 6469 members 
Mstep: Class 57 contains 5377 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1731 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3342 members 
Mstep: Class 63 contains 27500 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5895 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29592 members 
Mstep: Class 70 contains 13101 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5661 members 
Mstep: Class 73 contains 133253 members 
Mstep: Class 74 contains 13663 members 
Mstep: Class 75 contains 11917 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23887 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22455 members 
Mstep: Class 83 contains 4045 members 
Mstep: Class 84 contains 7266 members 
Mstep: Class 85 contains 28194 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8205 members 
Mstep: Class 88 contains 7531 members 
Mstep: Class 89 contains 7546 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8474 members 
Mstep: Class 94 contains 4907 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6950 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2130 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289440.000000 Penalty: 377274.406250
Iteration 244Q: 106 clusters Score -2.122894e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 17044 members 
Mstep: Class 3 contains 107813 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51242 members 
Mstep: Class 9 contains 18847 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24778 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 57694 members 
Mstep: Class 16 contains 51626 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248042 members 
Mstep: Class 20 contains 33789 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140214 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 24976 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11252 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2352 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169142 members 
Mstep: Class 34 contains 5043 members 
Mstep: Class 35 contains 60776 members 
Mstep: Class 36 contains 17576 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19462 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6154 members 
Mstep: Class 42 contains 9372 members 
Mstep: Class 43 contains 10039 members 
Mstep: Class 44 contains 51122 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2501 members 
Mstep: Class 48 contains 15312 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43385 members 
Mstep: Class 51 contains 33829 members 
Mstep: Class 52 contains 5294 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8057 members 
Mstep: Class 55 contains 21376 members 
Mstep: Class 56 contains 6473 members 
Mstep: Class 57 contains 5377 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1730 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3334 members 
Mstep: Class 63 contains 27497 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29600 members 
Mstep: Class 70 contains 13107 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5656 members 
Mstep: Class 73 contains 133255 members 
Mstep: Class 74 contains 13663 members 
Mstep: Class 75 contains 11918 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6084 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23886 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22448 members 
Mstep: Class 83 contains 4045 members 
Mstep: Class 84 contains 7264 members 
Mstep: Class 85 contains 28191 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8208 members 
Mstep: Class 88 contains 7544 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4706 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8478 members 
Mstep: Class 94 contains 4909 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6954 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2132 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289408.000000 Penalty: 377274.406250
Iteration 245Q: 106 clusters Score -2.122894e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 17043 members 
Mstep: Class 3 contains 107808 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 51236 members 
Mstep: Class 9 contains 18843 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24781 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 57682 members 
Mstep: Class 16 contains 51627 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 38671 members 
Mstep: Class 19 contains 248048 members 
Mstep: Class 20 contains 33788 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140218 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 24957 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11263 members 
Mstep: Class 28 contains 11406 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2352 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169123 members 
Mstep: Class 34 contains 5044 members 
Mstep: Class 35 contains 60772 members 
Mstep: Class 36 contains 17581 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19462 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9370 members 
Mstep: Class 43 contains 10044 members 
Mstep: Class 44 contains 51122 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2502 members 
Mstep: Class 48 contains 15313 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43384 members 
Mstep: Class 51 contains 33828 members 
Mstep: Class 52 contains 5295 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8059 members 
Mstep: Class 55 contains 21374 members 
Mstep: Class 56 contains 6475 members 
Mstep: Class 57 contains 5370 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1729 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3332 members 
Mstep: Class 63 contains 27496 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29608 members 
Mstep: Class 70 contains 13114 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5655 members 
Mstep: Class 73 contains 133259 members 
Mstep: Class 74 contains 13664 members 
Mstep: Class 75 contains 11919 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6083 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23884 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22443 members 
Mstep: Class 83 contains 4046 members 
Mstep: Class 84 contains 7264 members 
Mstep: Class 85 contains 28193 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8210 members 
Mstep: Class 88 contains 7558 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4708 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8479 members 
Mstep: Class 94 contains 4914 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6971 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2132 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289216.000000 Penalty: 377274.406250
Iteration 246Q: 106 clusters Score -2.122892e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 17042 members 
Mstep: Class 3 contains 107799 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 51231 members 
Mstep: Class 9 contains 18841 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24783 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 57665 members 
Mstep: Class 16 contains 51627 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248052 members 
Mstep: Class 20 contains 33789 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140223 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 24952 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11266 members 
Mstep: Class 28 contains 11405 members 
Mstep: Class 29 contains 10914 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2352 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169129 members 
Mstep: Class 34 contains 5043 members 
Mstep: Class 35 contains 60769 members 
Mstep: Class 36 contains 17579 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19459 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6152 members 
Mstep: Class 42 contains 9372 members 
Mstep: Class 43 contains 10041 members 
Mstep: Class 44 contains 51122 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2503 members 
Mstep: Class 48 contains 15315 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43383 members 
Mstep: Class 51 contains 33830 members 
Mstep: Class 52 contains 5295 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8056 members 
Mstep: Class 55 contains 21374 members 
Mstep: Class 56 contains 6472 members 
Mstep: Class 57 contains 5379 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1728 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3329 members 
Mstep: Class 63 contains 27495 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29617 members 
Mstep: Class 70 contains 13121 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5654 members 
Mstep: Class 73 contains 133257 members 
Mstep: Class 74 contains 13665 members 
Mstep: Class 75 contains 11920 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6081 members 
Mstep: Class 78 contains 15283 members 
Mstep: Class 79 contains 23881 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22433 members 
Mstep: Class 83 contains 4047 members 
Mstep: Class 84 contains 7261 members 
Mstep: Class 85 contains 28194 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8215 members 
Mstep: Class 88 contains 7564 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4709 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8483 members 
Mstep: Class 94 contains 4916 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6978 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2132 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289232.000000 Penalty: 377274.406250
Iteration 247Q: 106 clusters Score -2.122892e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 17040 members 
Mstep: Class 3 contains 107799 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 51223 members 
Mstep: Class 9 contains 18841 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24784 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 57661 members 
Mstep: Class 16 contains 51623 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 38671 members 
Mstep: Class 19 contains 248052 members 
Mstep: Class 20 contains 33789 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140225 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 24946 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11269 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169127 members 
Mstep: Class 34 contains 5045 members 
Mstep: Class 35 contains 60765 members 
Mstep: Class 36 contains 17579 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19459 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6151 members 
Mstep: Class 42 contains 9375 members 
Mstep: Class 43 contains 10040 members 
Mstep: Class 44 contains 51120 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15317 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43381 members 
Mstep: Class 51 contains 33832 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8063 members 
Mstep: Class 55 contains 21374 members 
Mstep: Class 56 contains 6470 members 
Mstep: Class 57 contains 5386 members 
Mstep: Class 58 contains 7392 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27494 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29622 members 
Mstep: Class 70 contains 13128 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5651 members 
Mstep: Class 73 contains 133257 members 
Mstep: Class 74 contains 13665 members 
Mstep: Class 75 contains 11919 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6080 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23878 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22428 members 
Mstep: Class 83 contains 4047 members 
Mstep: Class 84 contains 7259 members 
Mstep: Class 85 contains 28187 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8221 members 
Mstep: Class 88 contains 7566 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4709 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8486 members 
Mstep: Class 94 contains 4918 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6986 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2132 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289344.000000 Penalty: 377274.406250
Iteration 248Q: 106 clusters Score -2.122893e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 17040 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 51211 members 
Mstep: Class 9 contains 18837 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24786 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 57658 members 
Mstep: Class 16 contains 51624 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248059 members 
Mstep: Class 20 contains 33789 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140223 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 24934 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 11274 members 
Mstep: Class 28 contains 11410 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169104 members 
Mstep: Class 34 contains 5047 members 
Mstep: Class 35 contains 60756 members 
Mstep: Class 36 contains 17582 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19459 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6153 members 
Mstep: Class 42 contains 9381 members 
Mstep: Class 43 contains 10042 members 
Mstep: Class 44 contains 51129 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15317 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43384 members 
Mstep: Class 51 contains 33835 members 
Mstep: Class 52 contains 5297 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8061 members 
Mstep: Class 55 contains 21377 members 
Mstep: Class 56 contains 6470 members 
Mstep: Class 57 contains 5386 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27490 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29630 members 
Mstep: Class 70 contains 13131 members 
Mstep: Class 71 contains 3076 members 
Mstep: Class 72 contains 5651 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13666 members 
Mstep: Class 75 contains 11921 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6079 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23877 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22415 members 
Mstep: Class 83 contains 4047 members 
Mstep: Class 84 contains 7257 members 
Mstep: Class 85 contains 28185 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8228 members 
Mstep: Class 88 contains 7570 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7382 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8488 members 
Mstep: Class 94 contains 4918 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 6994 members 
Mstep: Class 102 contains 1734 members 
Mstep: Class 103 contains 2132 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289184.000000 Penalty: 377274.406250
Iteration 249Q: 106 clusters Score -2.122892e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 17034 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 51201 members 
Mstep: Class 9 contains 18832 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 24787 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 57641 members 
Mstep: Class 16 contains 51624 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 38673 members 
Mstep: Class 19 contains 248066 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140226 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 24918 members 
Mstep: Class 26 contains 7351 members 
Mstep: Class 27 contains 11287 members 
Mstep: Class 28 contains 11411 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169100 members 
Mstep: Class 34 contains 5047 members 
Mstep: Class 35 contains 60746 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19459 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6155 members 
Mstep: Class 42 contains 9379 members 
Mstep: Class 43 contains 10044 members 
Mstep: Class 44 contains 51134 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15317 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43380 members 
Mstep: Class 51 contains 33836 members 
Mstep: Class 52 contains 5297 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8061 members 
Mstep: Class 55 contains 21380 members 
Mstep: Class 56 contains 6469 members 
Mstep: Class 57 contains 5397 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27489 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29638 members 
Mstep: Class 70 contains 13134 members 
Mstep: Class 71 contains 3077 members 
Mstep: Class 72 contains 5650 members 
Mstep: Class 73 contains 133266 members 
Mstep: Class 74 contains 13669 members 
Mstep: Class 75 contains 11919 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6077 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23870 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22405 members 
Mstep: Class 83 contains 4048 members 
Mstep: Class 84 contains 7255 members 
Mstep: Class 85 contains 28186 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8238 members 
Mstep: Class 88 contains 7569 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7383 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8494 members 
Mstep: Class 94 contains 4918 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7004 members 
Mstep: Class 102 contains 1735 members 
Mstep: Class 103 contains 2132 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289040.000000 Penalty: 377274.406250
Iteration 250Q: 106 clusters Score -2.12289e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 17034 members 
Mstep: Class 3 contains 107799 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 51193 members 
Mstep: Class 9 contains 18835 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 24789 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 57635 members 
Mstep: Class 16 contains 51625 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 38672 members 
Mstep: Class 19 contains 248067 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140225 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 24917 members 
Mstep: Class 26 contains 7351 members 
Mstep: Class 27 contains 11292 members 
Mstep: Class 28 contains 11411 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169081 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60742 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19460 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6157 members 
Mstep: Class 42 contains 9379 members 
Mstep: Class 43 contains 10045 members 
Mstep: Class 44 contains 51138 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2550 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15317 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43379 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 5296 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8061 members 
Mstep: Class 55 contains 21384 members 
Mstep: Class 56 contains 6469 members 
Mstep: Class 57 contains 5393 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3329 members 
Mstep: Class 63 contains 27486 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29641 members 
Mstep: Class 70 contains 13134 members 
Mstep: Class 71 contains 3078 members 
Mstep: Class 72 contains 5648 members 
Mstep: Class 73 contains 133266 members 
Mstep: Class 74 contains 13672 members 
Mstep: Class 75 contains 11918 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6076 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23866 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22406 members 
Mstep: Class 83 contains 4047 members 
Mstep: Class 84 contains 7255 members 
Mstep: Class 85 contains 28185 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8242 members 
Mstep: Class 88 contains 7566 members 
Mstep: Class 89 contains 7541 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7383 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8494 members 
Mstep: Class 94 contains 4919 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7020 members 
Mstep: Class 102 contains 1735 members 
Mstep: Class 103 contains 2133 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 251Q: 106 clusters Score -2.122889e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 17033 members 
Mstep: Class 3 contains 107801 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 51190 members 
Mstep: Class 9 contains 18834 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 24790 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 57626 members 
Mstep: Class 16 contains 51627 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 38671 members 
Mstep: Class 19 contains 248068 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140227 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 24908 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 11301 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 10915 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169056 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60733 members 
Mstep: Class 36 contains 17591 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19460 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6161 members 
Mstep: Class 42 contains 9375 members 
Mstep: Class 43 contains 10044 members 
Mstep: Class 44 contains 51136 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2548 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15318 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43375 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 5297 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8060 members 
Mstep: Class 55 contains 21385 members 
Mstep: Class 56 contains 6469 members 
Mstep: Class 57 contains 5394 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3327 members 
Mstep: Class 63 contains 27491 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5899 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29647 members 
Mstep: Class 70 contains 13135 members 
Mstep: Class 71 contains 3079 members 
Mstep: Class 72 contains 5645 members 
Mstep: Class 73 contains 133270 members 
Mstep: Class 74 contains 13674 members 
Mstep: Class 75 contains 11918 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6077 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23865 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22402 members 
Mstep: Class 83 contains 4049 members 
Mstep: Class 84 contains 7257 members 
Mstep: Class 85 contains 28185 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8246 members 
Mstep: Class 88 contains 7568 members 
Mstep: Class 89 contains 7541 members 
Mstep: Class 90 contains 4710 members 
Mstep: Class 91 contains 7383 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8495 members 
Mstep: Class 94 contains 4921 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2671 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7038 members 
Mstep: Class 102 contains 1737 members 
Mstep: Class 103 contains 2134 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289104.000000 Penalty: 377274.406250
Iteration 252Q: 106 clusters Score -2.122891e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 17034 members 
Mstep: Class 3 contains 107803 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 51180 members 
Mstep: Class 9 contains 18835 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 24792 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 57615 members 
Mstep: Class 16 contains 51628 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 38673 members 
Mstep: Class 19 contains 248067 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140226 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 24897 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11301 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 10914 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 169051 members 
Mstep: Class 34 contains 5046 members 
Mstep: Class 35 contains 60723 members 
Mstep: Class 36 contains 17592 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19460 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6164 members 
Mstep: Class 42 contains 9378 members 
Mstep: Class 43 contains 10045 members 
Mstep: Class 44 contains 51144 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2545 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15319 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43379 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 5299 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8062 members 
Mstep: Class 55 contains 21386 members 
Mstep: Class 56 contains 6464 members 
Mstep: Class 57 contains 5397 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27492 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29657 members 
Mstep: Class 70 contains 13134 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5642 members 
Mstep: Class 73 contains 133266 members 
Mstep: Class 74 contains 13674 members 
Mstep: Class 75 contains 11915 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6083 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22399 members 
Mstep: Class 83 contains 4051 members 
Mstep: Class 84 contains 7258 members 
Mstep: Class 85 contains 28186 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8250 members 
Mstep: Class 88 contains 7567 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4711 members 
Mstep: Class 91 contains 7383 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8493 members 
Mstep: Class 94 contains 4923 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5548 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7060 members 
Mstep: Class 102 contains 1739 members 
Mstep: Class 103 contains 2135 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288928.000000 Penalty: 377274.406250
Iteration 253Q: 106 clusters Score -2.122889e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 17032 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 51170 members 
Mstep: Class 9 contains 18834 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 57612 members 
Mstep: Class 16 contains 51626 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248066 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140228 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 24878 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11305 members 
Mstep: Class 28 contains 11418 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169035 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60714 members 
Mstep: Class 36 contains 17591 members 
Mstep: Class 37 contains 6046 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19459 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 9381 members 
Mstep: Class 43 contains 10046 members 
Mstep: Class 44 contains 51147 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2544 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15320 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43378 members 
Mstep: Class 51 contains 33839 members 
Mstep: Class 52 contains 5299 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8067 members 
Mstep: Class 55 contains 21386 members 
Mstep: Class 56 contains 6462 members 
Mstep: Class 57 contains 5398 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27492 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29664 members 
Mstep: Class 70 contains 13137 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5643 members 
Mstep: Class 73 contains 133267 members 
Mstep: Class 74 contains 13674 members 
Mstep: Class 75 contains 11915 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6091 members 
Mstep: Class 78 contains 15275 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22392 members 
Mstep: Class 83 contains 4052 members 
Mstep: Class 84 contains 7258 members 
Mstep: Class 85 contains 28183 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8253 members 
Mstep: Class 88 contains 7574 members 
Mstep: Class 89 contains 7539 members 
Mstep: Class 90 contains 4712 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8496 members 
Mstep: Class 94 contains 4924 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7082 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2135 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289120.000000 Penalty: 377274.406250
Iteration 254Q: 106 clusters Score -2.122891e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 17029 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5189 members 
Mstep: Class 8 contains 51157 members 
Mstep: Class 9 contains 18837 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 57610 members 
Mstep: Class 16 contains 51628 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248067 members 
Mstep: Class 20 contains 33794 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140232 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 24863 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11308 members 
Mstep: Class 28 contains 11419 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169031 members 
Mstep: Class 34 contains 5047 members 
Mstep: Class 35 contains 60714 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19458 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6169 members 
Mstep: Class 42 contains 9383 members 
Mstep: Class 43 contains 10049 members 
Mstep: Class 44 contains 51147 members 
Mstep: Class 45 contains 2696 members 
Mstep: Class 46 contains 2542 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15319 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43373 members 
Mstep: Class 51 contains 33840 members 
Mstep: Class 52 contains 5301 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8060 members 
Mstep: Class 55 contains 21388 members 
Mstep: Class 56 contains 6456 members 
Mstep: Class 57 contains 5398 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27491 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29672 members 
Mstep: Class 70 contains 13140 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5642 members 
Mstep: Class 73 contains 133263 members 
Mstep: Class 74 contains 13673 members 
Mstep: Class 75 contains 11916 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6092 members 
Mstep: Class 78 contains 15276 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22390 members 
Mstep: Class 83 contains 4053 members 
Mstep: Class 84 contains 7252 members 
Mstep: Class 85 contains 28191 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8253 members 
Mstep: Class 88 contains 7577 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4717 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8502 members 
Mstep: Class 94 contains 4925 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7101 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2135 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289088.000000 Penalty: 377274.406250
Iteration 255Q: 106 clusters Score -2.122891e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 17030 members 
Mstep: Class 3 contains 107802 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 51153 members 
Mstep: Class 9 contains 18835 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57611 members 
Mstep: Class 16 contains 51630 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248064 members 
Mstep: Class 20 contains 33796 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 24848 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11313 members 
Mstep: Class 28 contains 11419 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169011 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60718 members 
Mstep: Class 36 contains 17595 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19456 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6171 members 
Mstep: Class 42 contains 9385 members 
Mstep: Class 43 contains 10054 members 
Mstep: Class 44 contains 51145 members 
Mstep: Class 45 contains 2695 members 
Mstep: Class 46 contains 2541 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15319 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43369 members 
Mstep: Class 51 contains 33838 members 
Mstep: Class 52 contains 5302 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8062 members 
Mstep: Class 55 contains 21389 members 
Mstep: Class 56 contains 6455 members 
Mstep: Class 57 contains 5403 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29677 members 
Mstep: Class 70 contains 13142 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5641 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13673 members 
Mstep: Class 75 contains 11915 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6092 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23858 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22382 members 
Mstep: Class 83 contains 4053 members 
Mstep: Class 84 contains 7250 members 
Mstep: Class 85 contains 28200 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8254 members 
Mstep: Class 88 contains 7578 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4721 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8509 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10254 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7125 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2136 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289184.000000 Penalty: 377274.406250
Iteration 256Q: 106 clusters Score -2.122892e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17030 members 
Mstep: Class 3 contains 107802 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 51145 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 57605 members 
Mstep: Class 16 contains 51630 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 38674 members 
Mstep: Class 19 contains 248062 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24835 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11315 members 
Mstep: Class 28 contains 11418 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 169003 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60717 members 
Mstep: Class 36 contains 17596 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19454 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6175 members 
Mstep: Class 42 contains 9388 members 
Mstep: Class 43 contains 10056 members 
Mstep: Class 44 contains 51147 members 
Mstep: Class 45 contains 2693 members 
Mstep: Class 46 contains 2541 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15321 members 
Mstep: Class 49 contains 2643 members 
Mstep: Class 50 contains 43369 members 
Mstep: Class 51 contains 33838 members 
Mstep: Class 52 contains 5302 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21390 members 
Mstep: Class 56 contains 6457 members 
Mstep: Class 57 contains 5405 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5895 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29686 members 
Mstep: Class 70 contains 13143 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5641 members 
Mstep: Class 73 contains 133256 members 
Mstep: Class 74 contains 13671 members 
Mstep: Class 75 contains 11915 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6090 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23853 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22377 members 
Mstep: Class 83 contains 4057 members 
Mstep: Class 84 contains 7250 members 
Mstep: Class 85 contains 28204 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8254 members 
Mstep: Class 88 contains 7572 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4725 members 
Mstep: Class 91 contains 7387 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8515 members 
Mstep: Class 94 contains 4928 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10255 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7146 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2137 members 
Mstep: Class 104 contains 5873 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289200.000000 Penalty: 377274.406250
Iteration 257Q: 106 clusters Score -2.122892e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 17027 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5177 members 
Mstep: Class 8 contains 51138 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24792 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 51632 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 38676 members 
Mstep: Class 19 contains 248060 members 
Mstep: Class 20 contains 33798 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11318 members 
Mstep: Class 28 contains 11416 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168993 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60711 members 
Mstep: Class 36 contains 17598 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19453 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6176 members 
Mstep: Class 42 contains 9387 members 
Mstep: Class 43 contains 10058 members 
Mstep: Class 44 contains 51146 members 
Mstep: Class 45 contains 2692 members 
Mstep: Class 46 contains 2540 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15321 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43365 members 
Mstep: Class 51 contains 33836 members 
Mstep: Class 52 contains 5303 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8064 members 
Mstep: Class 55 contains 21392 members 
Mstep: Class 56 contains 6461 members 
Mstep: Class 57 contains 5421 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3321 members 
Mstep: Class 63 contains 27490 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5896 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29689 members 
Mstep: Class 70 contains 13143 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5639 members 
Mstep: Class 73 contains 133258 members 
Mstep: Class 74 contains 13671 members 
Mstep: Class 75 contains 11913 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6091 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23849 members 
Mstep: Class 80 contains 6420 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22370 members 
Mstep: Class 83 contains 4061 members 
Mstep: Class 84 contains 7251 members 
Mstep: Class 85 contains 28207 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8255 members 
Mstep: Class 88 contains 7578 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4724 members 
Mstep: Class 91 contains 7388 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8522 members 
Mstep: Class 94 contains 4929 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10256 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7161 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2138 members 
Mstep: Class 104 contains 5874 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289232.000000 Penalty: 377274.406250
Iteration 258Q: 106 clusters Score -2.122892e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 17023 members 
Mstep: Class 3 contains 107805 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 51133 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24792 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3893 members 
Mstep: Class 15 contains 57606 members 
Mstep: Class 16 contains 51633 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248062 members 
Mstep: Class 20 contains 33797 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140236 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24792 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11328 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168969 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60706 members 
Mstep: Class 36 contains 17599 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19453 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6182 members 
Mstep: Class 42 contains 9384 members 
Mstep: Class 43 contains 10057 members 
Mstep: Class 44 contains 51151 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2541 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15320 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43365 members 
Mstep: Class 51 contains 33837 members 
Mstep: Class 52 contains 5303 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8069 members 
Mstep: Class 55 contains 21394 members 
Mstep: Class 56 contains 6459 members 
Mstep: Class 57 contains 5433 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3320 members 
Mstep: Class 63 contains 27491 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29694 members 
Mstep: Class 70 contains 13143 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5636 members 
Mstep: Class 73 contains 133262 members 
Mstep: Class 74 contains 13672 members 
Mstep: Class 75 contains 11907 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6092 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23849 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22369 members 
Mstep: Class 83 contains 4058 members 
Mstep: Class 84 contains 7251 members 
Mstep: Class 85 contains 28209 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8256 members 
Mstep: Class 88 contains 7583 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4726 members 
Mstep: Class 91 contains 7390 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8523 members 
Mstep: Class 94 contains 4930 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10258 members 
Mstep: Class 97 contains 5548 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7175 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2141 members 
Mstep: Class 104 contains 5874 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289392.000000 Penalty: 377274.406250
Iteration 259Q: 106 clusters Score -2.122894e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17020 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 51125 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24793 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 57604 members 
Mstep: Class 16 contains 51633 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248062 members 
Mstep: Class 20 contains 33794 members 
Mstep: Class 21 contains 12614 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140232 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24782 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168955 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60700 members 
Mstep: Class 36 contains 17602 members 
Mstep: Class 37 contains 6045 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19453 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6186 members 
Mstep: Class 42 contains 9382 members 
Mstep: Class 43 contains 10055 members 
Mstep: Class 44 contains 51154 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2543 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15322 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43361 members 
Mstep: Class 51 contains 33833 members 
Mstep: Class 52 contains 5303 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8073 members 
Mstep: Class 55 contains 21394 members 
Mstep: Class 56 contains 6463 members 
Mstep: Class 57 contains 5445 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3320 members 
Mstep: Class 63 contains 27490 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5897 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29701 members 
Mstep: Class 70 contains 13143 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5635 members 
Mstep: Class 73 contains 133260 members 
Mstep: Class 74 contains 13674 members 
Mstep: Class 75 contains 11895 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6097 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23852 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22368 members 
Mstep: Class 83 contains 4058 members 
Mstep: Class 84 contains 7249 members 
Mstep: Class 85 contains 28211 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8257 members 
Mstep: Class 88 contains 7592 members 
Mstep: Class 89 contains 7541 members 
Mstep: Class 90 contains 4729 members 
Mstep: Class 91 contains 7390 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8526 members 
Mstep: Class 94 contains 4930 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10262 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7191 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2142 members 
Mstep: Class 104 contains 5874 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289152.000000 Penalty: 377274.406250
Iteration 260F: 106 clusters Score -2.122892e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17014 members 
Mstep: Class 3 contains 107804 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5160 members 
Mstep: Class 8 contains 51115 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 57609 members 
Mstep: Class 16 contains 51633 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 248064 members 
Mstep: Class 20 contains 33788 members 
Mstep: Class 21 contains 12616 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24770 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168934 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 60691 members 
Mstep: Class 36 contains 17602 members 
Mstep: Class 37 contains 6047 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19453 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6191 members 
Mstep: Class 42 contains 9381 members 
Mstep: Class 43 contains 10056 members 
Mstep: Class 44 contains 51156 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2544 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15323 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43356 members 
Mstep: Class 51 contains 33830 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8081 members 
Mstep: Class 55 contains 21394 members 
Mstep: Class 56 contains 6465 members 
Mstep: Class 57 contains 5450 members 
Mstep: Class 58 contains 7393 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5749 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29710 members 
Mstep: Class 70 contains 13144 members 
Mstep: Class 71 contains 3080 members 
Mstep: Class 72 contains 5634 members 
Mstep: Class 73 contains 133258 members 
Mstep: Class 74 contains 13676 members 
Mstep: Class 75 contains 11890 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6099 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23849 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22367 members 
Mstep: Class 83 contains 4058 members 
Mstep: Class 84 contains 7248 members 
Mstep: Class 85 contains 28216 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8257 members 
Mstep: Class 88 contains 7599 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4730 members 
Mstep: Class 91 contains 7390 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8525 members 
Mstep: Class 94 contains 4930 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10270 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7203 members 
Mstep: Class 102 contains 1740 members 
Mstep: Class 103 contains 2144 members 
Mstep: Class 104 contains 5874 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289008.000000 Penalty: 377274.406250
Iteration 261Q: 106 clusters Score -2.12289e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 17012 members 
Mstep: Class 3 contains 107801 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 51110 members 
Mstep: Class 9 contains 18826 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 57616 members 
Mstep: Class 16 contains 51630 members 
Mstep: Class 17 contains 6344 members 
Mstep: Class 18 contains 38680 members 
Mstep: Class 19 contains 248070 members 
Mstep: Class 20 contains 33786 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140231 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24753 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 11406 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168913 members 
Mstep: Class 34 contains 5050 members 
Mstep: Class 35 contains 60686 members 
Mstep: Class 36 contains 17604 members 
Mstep: Class 37 contains 6048 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19454 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6194 members 
Mstep: Class 42 contains 9384 members 
Mstep: Class 43 contains 10058 members 
Mstep: Class 44 contains 51161 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2544 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15325 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43353 members 
Mstep: Class 51 contains 33827 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8087 members 
Mstep: Class 55 contains 21396 members 
Mstep: Class 56 contains 6462 members 
Mstep: Class 57 contains 5458 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27486 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5898 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29716 members 
Mstep: Class 70 contains 13144 members 
Mstep: Class 71 contains 3081 members 
Mstep: Class 72 contains 5634 members 
Mstep: Class 73 contains 133255 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11884 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6098 members 
Mstep: Class 78 contains 15276 members 
Mstep: Class 79 contains 23847 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22366 members 
Mstep: Class 83 contains 4057 members 
Mstep: Class 84 contains 7246 members 
Mstep: Class 85 contains 28216 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8259 members 
Mstep: Class 88 contains 7611 members 
Mstep: Class 89 contains 7539 members 
Mstep: Class 90 contains 4731 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8526 members 
Mstep: Class 94 contains 4929 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10276 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7223 members 
Mstep: Class 102 contains 1741 members 
Mstep: Class 103 contains 2144 members 
Mstep: Class 104 contains 5874 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 262Q: 106 clusters Score -2.122889e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17007 members 
Mstep: Class 3 contains 107804 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5148 members 
Mstep: Class 8 contains 51097 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 24789 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 57619 members 
Mstep: Class 16 contains 51628 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248075 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140235 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24739 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168891 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 60673 members 
Mstep: Class 36 contains 17602 members 
Mstep: Class 37 contains 6048 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19455 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6196 members 
Mstep: Class 42 contains 9389 members 
Mstep: Class 43 contains 10054 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2544 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15326 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43354 members 
Mstep: Class 51 contains 33825 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8090 members 
Mstep: Class 55 contains 21403 members 
Mstep: Class 56 contains 6457 members 
Mstep: Class 57 contains 5460 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3327 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5896 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29726 members 
Mstep: Class 70 contains 13145 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5633 members 
Mstep: Class 73 contains 133255 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11882 members 
Mstep: Class 76 contains 11184 members 
Mstep: Class 77 contains 6097 members 
Mstep: Class 78 contains 15276 members 
Mstep: Class 79 contains 23848 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22363 members 
Mstep: Class 83 contains 4060 members 
Mstep: Class 84 contains 7241 members 
Mstep: Class 85 contains 28221 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8263 members 
Mstep: Class 88 contains 7611 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4730 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8530 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10280 members 
Mstep: Class 97 contains 5543 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7245 members 
Mstep: Class 102 contains 1741 members 
Mstep: Class 103 contains 2144 members 
Mstep: Class 104 contains 5875 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288736.000000 Penalty: 377274.406250
Iteration 263Q: 106 clusters Score -2.122887e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17006 members 
Mstep: Class 3 contains 107805 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 51083 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 24790 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 57618 members 
Mstep: Class 16 contains 51627 members 
Mstep: Class 17 contains 6344 members 
Mstep: Class 18 contains 38680 members 
Mstep: Class 19 contains 248072 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140236 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24727 members 
Mstep: Class 26 contains 7348 members 
Mstep: Class 27 contains 11347 members 
Mstep: Class 28 contains 11409 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168868 members 
Mstep: Class 34 contains 5055 members 
Mstep: Class 35 contains 60668 members 
Mstep: Class 36 contains 17600 members 
Mstep: Class 37 contains 6048 members 
Mstep: Class 38 contains 4125 members 
Mstep: Class 39 contains 19455 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6199 members 
Mstep: Class 42 contains 9389 members 
Mstep: Class 43 contains 10056 members 
Mstep: Class 44 contains 51159 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2544 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15327 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43352 members 
Mstep: Class 51 contains 33827 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8093 members 
Mstep: Class 55 contains 21407 members 
Mstep: Class 56 contains 6454 members 
Mstep: Class 57 contains 5461 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1698 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4797 members 
Mstep: Class 66 contains 5895 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29736 members 
Mstep: Class 70 contains 13147 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5633 members 
Mstep: Class 73 contains 133257 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11882 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6097 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23850 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22364 members 
Mstep: Class 83 contains 4058 members 
Mstep: Class 84 contains 7239 members 
Mstep: Class 85 contains 28227 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8264 members 
Mstep: Class 88 contains 7611 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4727 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8537 members 
Mstep: Class 94 contains 4928 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10286 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7260 members 
Mstep: Class 102 contains 1741 members 
Mstep: Class 103 contains 2144 members 
Mstep: Class 104 contains 5880 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288880.000000 Penalty: 377274.406250
Iteration 264Q: 106 clusters Score -2.122889e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 17005 members 
Mstep: Class 3 contains 107805 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 51070 members 
Mstep: Class 9 contains 18828 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 24790 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 57619 members 
Mstep: Class 16 contains 51631 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 248072 members 
Mstep: Class 20 contains 33782 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24718 members 
Mstep: Class 26 contains 7347 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 11406 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168834 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60662 members 
Mstep: Class 36 contains 17599 members 
Mstep: Class 37 contains 6048 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 19455 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6207 members 
Mstep: Class 42 contains 9389 members 
Mstep: Class 43 contains 10059 members 
Mstep: Class 44 contains 51158 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2543 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15330 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43353 members 
Mstep: Class 51 contains 33830 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8096 members 
Mstep: Class 55 contains 21413 members 
Mstep: Class 56 contains 6449 members 
Mstep: Class 57 contains 5463 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1699 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29745 members 
Mstep: Class 70 contains 13147 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5632 members 
Mstep: Class 73 contains 133262 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11883 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6097 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23852 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22358 members 
Mstep: Class 83 contains 4055 members 
Mstep: Class 84 contains 7240 members 
Mstep: Class 85 contains 28229 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8266 members 
Mstep: Class 88 contains 7615 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4729 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8540 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10292 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7273 members 
Mstep: Class 102 contains 1741 members 
Mstep: Class 103 contains 2145 members 
Mstep: Class 104 contains 5882 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288848.000000 Penalty: 377274.406250
Iteration 265Q: 106 clusters Score -2.122888e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 17004 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 51062 members 
Mstep: Class 9 contains 18825 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24790 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 57619 members 
Mstep: Class 16 contains 51635 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248072 members 
Mstep: Class 20 contains 33777 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140229 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24715 members 
Mstep: Class 26 contains 7346 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 11406 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168808 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 60665 members 
Mstep: Class 36 contains 17602 members 
Mstep: Class 37 contains 6048 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 19455 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6211 members 
Mstep: Class 42 contains 9393 members 
Mstep: Class 43 contains 10059 members 
Mstep: Class 44 contains 51159 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2542 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15333 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43354 members 
Mstep: Class 51 contains 33827 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8095 members 
Mstep: Class 55 contains 21418 members 
Mstep: Class 56 contains 6446 members 
Mstep: Class 57 contains 5465 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1700 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27489 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5890 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29755 members 
Mstep: Class 70 contains 13147 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5629 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11881 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6098 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23853 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22348 members 
Mstep: Class 83 contains 4053 members 
Mstep: Class 84 contains 7242 members 
Mstep: Class 85 contains 28232 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8266 members 
Mstep: Class 88 contains 7616 members 
Mstep: Class 89 contains 7540 members 
Mstep: Class 90 contains 4732 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8546 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10298 members 
Mstep: Class 97 contains 5543 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7286 members 
Mstep: Class 102 contains 1742 members 
Mstep: Class 103 contains 2145 members 
Mstep: Class 104 contains 5885 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288816.000000 Penalty: 377274.406250
Iteration 266Q: 106 clusters Score -2.122888e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 17003 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5115 members 
Mstep: Class 8 contains 51056 members 
Mstep: Class 9 contains 18826 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24791 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 57620 members 
Mstep: Class 16 contains 51635 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 248071 members 
Mstep: Class 20 contains 33774 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24711 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 11404 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168787 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60666 members 
Mstep: Class 36 contains 17604 members 
Mstep: Class 37 contains 6051 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 19454 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6219 members 
Mstep: Class 42 contains 9396 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51158 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2540 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15333 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43352 members 
Mstep: Class 51 contains 33824 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8095 members 
Mstep: Class 55 contains 21421 members 
Mstep: Class 56 contains 6444 members 
Mstep: Class 57 contains 5470 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1700 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27487 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5888 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29761 members 
Mstep: Class 70 contains 13147 members 
Mstep: Class 71 contains 3082 members 
Mstep: Class 72 contains 5628 members 
Mstep: Class 73 contains 133263 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11183 members 
Mstep: Class 77 contains 6100 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23853 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22344 members 
Mstep: Class 83 contains 4053 members 
Mstep: Class 84 contains 7240 members 
Mstep: Class 85 contains 28238 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8266 members 
Mstep: Class 88 contains 7618 members 
Mstep: Class 89 contains 7538 members 
Mstep: Class 90 contains 4736 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8543 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10301 members 
Mstep: Class 97 contains 5542 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7297 members 
Mstep: Class 102 contains 1743 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5886 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288784.000000 Penalty: 377274.406250
Iteration 267Q: 106 clusters Score -2.122888e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 17001 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 51053 members 
Mstep: Class 9 contains 18824 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24794 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 57623 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 38680 members 
Mstep: Class 19 contains 248077 members 
Mstep: Class 20 contains 33775 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24710 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11347 members 
Mstep: Class 28 contains 11405 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168766 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60666 members 
Mstep: Class 36 contains 17604 members 
Mstep: Class 37 contains 6054 members 
Mstep: Class 38 contains 4127 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6225 members 
Mstep: Class 42 contains 9394 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51156 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43350 members 
Mstep: Class 51 contains 33821 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8098 members 
Mstep: Class 55 contains 21422 members 
Mstep: Class 56 contains 6443 members 
Mstep: Class 57 contains 5481 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1701 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3319 members 
Mstep: Class 63 contains 27485 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1842 members 
Mstep: Class 69 contains 29765 members 
Mstep: Class 70 contains 13147 members 
Mstep: Class 71 contains 3083 members 
Mstep: Class 72 contains 5629 members 
Mstep: Class 73 contains 133260 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6100 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23849 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22340 members 
Mstep: Class 83 contains 4052 members 
Mstep: Class 84 contains 7238 members 
Mstep: Class 85 contains 28243 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8266 members 
Mstep: Class 88 contains 7625 members 
Mstep: Class 89 contains 7538 members 
Mstep: Class 90 contains 4734 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8545 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10303 members 
Mstep: Class 97 contains 5542 members 
Mstep: Class 98 contains 1917 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7300 members 
Mstep: Class 102 contains 1744 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5890 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288816.000000 Penalty: 377274.406250
Iteration 268Q: 106 clusters Score -2.122888e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 17000 members 
Mstep: Class 3 contains 107812 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 51052 members 
Mstep: Class 9 contains 18824 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24795 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 57626 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 248079 members 
Mstep: Class 20 contains 33774 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140239 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24712 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11403 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168758 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60666 members 
Mstep: Class 36 contains 17603 members 
Mstep: Class 37 contains 6056 members 
Mstep: Class 38 contains 4128 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6234 members 
Mstep: Class 42 contains 9393 members 
Mstep: Class 43 contains 10064 members 
Mstep: Class 44 contains 51155 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2535 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43349 members 
Mstep: Class 51 contains 33813 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8098 members 
Mstep: Class 55 contains 21425 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5481 members 
Mstep: Class 58 contains 7394 members 
Mstep: Class 59 contains 1701 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3317 members 
Mstep: Class 63 contains 27482 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29767 members 
Mstep: Class 70 contains 13149 members 
Mstep: Class 71 contains 3085 members 
Mstep: Class 72 contains 5629 members 
Mstep: Class 73 contains 133261 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6102 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23851 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22337 members 
Mstep: Class 83 contains 4053 members 
Mstep: Class 84 contains 7235 members 
Mstep: Class 85 contains 28249 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8266 members 
Mstep: Class 88 contains 7627 members 
Mstep: Class 89 contains 7539 members 
Mstep: Class 90 contains 4737 members 
Mstep: Class 91 contains 7388 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8545 members 
Mstep: Class 94 contains 4927 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10306 members 
Mstep: Class 97 contains 5542 members 
Mstep: Class 98 contains 1916 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7300 members 
Mstep: Class 102 contains 1744 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5891 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288544.000000 Penalty: 377274.406250
Iteration 269Q: 106 clusters Score -2.122885e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16999 members 
Mstep: Class 3 contains 107817 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 51048 members 
Mstep: Class 9 contains 18826 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24797 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3884 members 
Mstep: Class 15 contains 57624 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248082 members 
Mstep: Class 20 contains 33774 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 24711 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11347 members 
Mstep: Class 28 contains 11401 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168753 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 60666 members 
Mstep: Class 36 contains 17603 members 
Mstep: Class 37 contains 6059 members 
Mstep: Class 38 contains 4128 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6242 members 
Mstep: Class 42 contains 9393 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51156 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2531 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43346 members 
Mstep: Class 51 contains 33809 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8100 members 
Mstep: Class 55 contains 21428 members 
Mstep: Class 56 contains 6437 members 
Mstep: Class 57 contains 5476 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1701 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3319 members 
Mstep: Class 63 contains 27481 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5888 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29770 members 
Mstep: Class 70 contains 13151 members 
Mstep: Class 71 contains 3087 members 
Mstep: Class 72 contains 5626 members 
Mstep: Class 73 contains 133260 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6099 members 
Mstep: Class 78 contains 15281 members 
Mstep: Class 79 contains 23851 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22332 members 
Mstep: Class 83 contains 4055 members 
Mstep: Class 84 contains 7235 members 
Mstep: Class 85 contains 28250 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8267 members 
Mstep: Class 88 contains 7632 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4740 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8547 members 
Mstep: Class 94 contains 4928 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10309 members 
Mstep: Class 97 contains 5542 members 
Mstep: Class 98 contains 1914 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7302 members 
Mstep: Class 102 contains 1744 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5891 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288768.000000 Penalty: 377274.406250
Iteration 270Q: 106 clusters Score -2.122888e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107819 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5075 members 
Mstep: Class 8 contains 51041 members 
Mstep: Class 9 contains 18822 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1700 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57621 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 38677 members 
Mstep: Class 19 contains 248082 members 
Mstep: Class 20 contains 33774 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24698 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11349 members 
Mstep: Class 28 contains 11402 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168747 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 60670 members 
Mstep: Class 36 contains 17604 members 
Mstep: Class 37 contains 6059 members 
Mstep: Class 38 contains 4129 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6244 members 
Mstep: Class 42 contains 9392 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51159 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2530 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43341 members 
Mstep: Class 51 contains 33808 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4636 members 
Mstep: Class 54 contains 8101 members 
Mstep: Class 55 contains 21431 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5470 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1701 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3318 members 
Mstep: Class 63 contains 27478 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4798 members 
Mstep: Class 66 contains 5888 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29777 members 
Mstep: Class 70 contains 13151 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5626 members 
Mstep: Class 73 contains 133264 members 
Mstep: Class 74 contains 13677 members 
Mstep: Class 75 contains 11879 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6097 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23851 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22330 members 
Mstep: Class 83 contains 4053 members 
Mstep: Class 84 contains 7236 members 
Mstep: Class 85 contains 28256 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8267 members 
Mstep: Class 88 contains 7640 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4746 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8551 members 
Mstep: Class 94 contains 4930 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10309 members 
Mstep: Class 97 contains 5543 members 
Mstep: Class 98 contains 1913 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7308 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5892 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288464.000000 Penalty: 377274.406250
Iteration 271Q: 106 clusters Score -2.122885e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107816 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 51036 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24797 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57622 members 
Mstep: Class 16 contains 51635 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248080 members 
Mstep: Class 20 contains 33776 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140243 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24688 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11349 members 
Mstep: Class 28 contains 11400 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168739 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60671 members 
Mstep: Class 36 contains 17604 members 
Mstep: Class 37 contains 6061 members 
Mstep: Class 38 contains 4128 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6249 members 
Mstep: Class 42 contains 9395 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51161 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2532 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15330 members 
Mstep: Class 49 contains 2637 members 
Mstep: Class 50 contains 43339 members 
Mstep: Class 51 contains 33808 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4637 members 
Mstep: Class 54 contains 8102 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5465 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1703 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3317 members 
Mstep: Class 63 contains 27474 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4799 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29781 members 
Mstep: Class 70 contains 13152 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5624 members 
Mstep: Class 73 contains 133263 members 
Mstep: Class 74 contains 13678 members 
Mstep: Class 75 contains 11879 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6095 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23852 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22330 members 
Mstep: Class 83 contains 4055 members 
Mstep: Class 84 contains 7232 members 
Mstep: Class 85 contains 28257 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8269 members 
Mstep: Class 88 contains 7651 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4746 members 
Mstep: Class 91 contains 7390 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8556 members 
Mstep: Class 94 contains 4932 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10309 members 
Mstep: Class 97 contains 5543 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7318 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5894 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288400.000000 Penalty: 377274.406250
Iteration 272Q: 106 clusters Score -2.122884e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107815 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 51030 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57622 members 
Mstep: Class 16 contains 51635 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248079 members 
Mstep: Class 20 contains 33779 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140243 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 24677 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168726 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60672 members 
Mstep: Class 36 contains 17603 members 
Mstep: Class 37 contains 6062 members 
Mstep: Class 38 contains 4127 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6258 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10064 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2524 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15333 members 
Mstep: Class 49 contains 2637 members 
Mstep: Class 50 contains 43337 members 
Mstep: Class 51 contains 33807 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8105 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5461 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1704 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3312 members 
Mstep: Class 63 contains 27472 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4800 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29786 members 
Mstep: Class 70 contains 13152 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133262 members 
Mstep: Class 74 contains 13679 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6096 members 
Mstep: Class 78 contains 15281 members 
Mstep: Class 79 contains 23855 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22328 members 
Mstep: Class 83 contains 4058 members 
Mstep: Class 84 contains 7232 members 
Mstep: Class 85 contains 28256 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8271 members 
Mstep: Class 88 contains 7660 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4746 members 
Mstep: Class 91 contains 7391 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8559 members 
Mstep: Class 94 contains 4934 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10309 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7328 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5895 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288816.000000 Penalty: 377274.406250
Iteration 273Q: 106 clusters Score -2.122888e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107812 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 51022 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57620 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248080 members 
Mstep: Class 20 contains 33784 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140242 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24666 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11396 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168724 members 
Mstep: Class 34 contains 5064 members 
Mstep: Class 35 contains 60671 members 
Mstep: Class 36 contains 17600 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4127 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6266 members 
Mstep: Class 42 contains 9399 members 
Mstep: Class 43 contains 10065 members 
Mstep: Class 44 contains 51163 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2521 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15334 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43335 members 
Mstep: Class 51 contains 33805 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8106 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6441 members 
Mstep: Class 57 contains 5459 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1704 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27471 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4801 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29790 members 
Mstep: Class 70 contains 13153 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5624 members 
Mstep: Class 73 contains 133268 members 
Mstep: Class 74 contains 13679 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6096 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23858 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22326 members 
Mstep: Class 83 contains 4059 members 
Mstep: Class 84 contains 7229 members 
Mstep: Class 85 contains 28265 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8271 members 
Mstep: Class 88 contains 7662 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4750 members 
Mstep: Class 91 contains 7390 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8563 members 
Mstep: Class 94 contains 4933 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10309 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7335 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5895 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288752.000000 Penalty: 377274.406250
Iteration 274Q: 106 clusters Score -2.122888e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107811 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 51016 members 
Mstep: Class 9 contains 18815 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57617 members 
Mstep: Class 16 contains 51635 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248084 members 
Mstep: Class 20 contains 33788 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24668 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11394 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168714 members 
Mstep: Class 34 contains 5064 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4125 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6274 members 
Mstep: Class 42 contains 9400 members 
Mstep: Class 43 contains 10066 members 
Mstep: Class 44 contains 51164 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2519 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15333 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43332 members 
Mstep: Class 51 contains 33807 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8108 members 
Mstep: Class 55 contains 21435 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5459 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1704 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4803 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29790 members 
Mstep: Class 70 contains 13154 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5624 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13679 members 
Mstep: Class 75 contains 11878 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6093 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22324 members 
Mstep: Class 83 contains 4059 members 
Mstep: Class 84 contains 7225 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8273 members 
Mstep: Class 88 contains 7663 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7391 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8568 members 
Mstep: Class 94 contains 4933 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10309 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7342 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5895 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288928.000000 Penalty: 377274.406250
Iteration 275Q: 106 clusters Score -2.122889e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 51013 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57619 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248083 members 
Mstep: Class 20 contains 33789 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24667 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 11393 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168708 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60669 members 
Mstep: Class 36 contains 17595 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19452 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6283 members 
Mstep: Class 42 contains 9399 members 
Mstep: Class 43 contains 10064 members 
Mstep: Class 44 contains 51163 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2517 members 
Mstep: Class 47 contains 2505 members 
Mstep: Class 48 contains 15333 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43330 members 
Mstep: Class 51 contains 33809 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8116 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5458 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3312 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4804 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29790 members 
Mstep: Class 70 contains 13156 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5623 members 
Mstep: Class 73 contains 133275 members 
Mstep: Class 74 contains 13680 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6093 members 
Mstep: Class 78 contains 15283 members 
Mstep: Class 79 contains 23860 members 
Mstep: Class 80 contains 6421 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22321 members 
Mstep: Class 83 contains 4064 members 
Mstep: Class 84 contains 7222 members 
Mstep: Class 85 contains 28277 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8274 members 
Mstep: Class 88 contains 7671 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7391 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8567 members 
Mstep: Class 94 contains 4933 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7350 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288880.000000 Penalty: 377274.406250
Iteration 276Q: 106 clusters Score -2.122889e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107803 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4995 members 
Mstep: Class 8 contains 51011 members 
Mstep: Class 9 contains 18815 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57618 members 
Mstep: Class 16 contains 51637 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248084 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140236 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24665 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 11394 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168703 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60668 members 
Mstep: Class 36 contains 17594 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19451 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6297 members 
Mstep: Class 42 contains 9398 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51163 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2520 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15334 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43329 members 
Mstep: Class 51 contains 33808 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8121 members 
Mstep: Class 55 contains 21437 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5458 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3312 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29792 members 
Mstep: Class 70 contains 13156 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5623 members 
Mstep: Class 73 contains 133275 members 
Mstep: Class 74 contains 13682 members 
Mstep: Class 75 contains 11877 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6090 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23860 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22319 members 
Mstep: Class 83 contains 4068 members 
Mstep: Class 84 contains 7219 members 
Mstep: Class 85 contains 28277 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8275 members 
Mstep: Class 88 contains 7677 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7391 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8568 members 
Mstep: Class 94 contains 4933 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7355 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288944.000000 Penalty: 377274.406250
Iteration 277Q: 106 clusters Score -2.122889e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107804 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 8 contains 51007 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248086 members 
Mstep: Class 20 contains 33791 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24660 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 11393 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168712 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 60668 members 
Mstep: Class 36 contains 17594 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19451 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6317 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2525 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43327 members 
Mstep: Class 51 contains 33805 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8123 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6441 members 
Mstep: Class 57 contains 5458 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3311 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29798 members 
Mstep: Class 70 contains 13157 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13683 members 
Mstep: Class 75 contains 11875 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6088 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23860 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22316 members 
Mstep: Class 83 contains 4069 members 
Mstep: Class 84 contains 7212 members 
Mstep: Class 85 contains 28280 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8274 members 
Mstep: Class 88 contains 7680 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7394 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8575 members 
Mstep: Class 94 contains 4934 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7357 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2146 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288672.000000 Penalty: 377274.406250
Iteration 278Q: 106 clusters Score -2.122887e+08 nChanged 126
Entering ConstructFrom: 
Score: -212288672.000000 Penalty: 377274.406250
Entering ConstructFrom: 
Trying to split cluster 1 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -1877674.125000 Penalty: 2408.371582
	Iteration 0F: 2 clusters Score -1877674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1865798.000000 Penalty: 4816.743164
	Iteration 0F: 3 clusters Score -1865798 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1869718.000000 Penalty: 4816.743164
	Iteration 1F: 3 clusters Score -1869718 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1870304.125000 Penalty: 4816.743164
	Iteration 2F: 3 clusters Score -1870304 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1870980.500000 Penalty: 4816.743164
	Iteration 3F: 3 clusters Score -1870980 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1871827.875000 Penalty: 4816.743164
	Iteration 4F: 3 clusters Score -1871828 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1872791.375000 Penalty: 4816.743164
	Iteration 5F: 3 clusters Score -1872791 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1873858.875000 Penalty: 4816.743164
	Iteration 6F: 3 clusters Score -1873859 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1874743.250000 Penalty: 4816.743164
	Iteration 7F: 3 clusters Score -1874743 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1875412.250000 Penalty: 4816.743164
	Iteration 8F: 3 clusters Score -1875412 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1875948.500000 Penalty: 4816.743164
	Iteration 9Q: 3 clusters Score -1875948 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1876376.125000 Penalty: 4816.743164
	Iteration 10Q: 3 clusters Score -1876376 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1876670.375000 Penalty: 4816.743164
	Iteration 11Q: 3 clusters Score -1876670 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1876888.500000 Penalty: 4816.743164
	Iteration 12Q: 3 clusters Score -1876888 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1877025.750000 Penalty: 4816.743164
	Iteration 13Q: 3 clusters Score -1877026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1877130.875000 Penalty: 4816.743164
	Iteration 14Q: 3 clusters Score -1877131 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1877192.875000 Penalty: 4816.743164
	Iteration 15Q: 3 clusters Score -1877193 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1877223.625000 Penalty: 4816.743164
	Iteration 16Q: 3 clusters Score -1877224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1877242.250000 Penalty: 4816.743164
	Iteration 17Q: 3 clusters Score -1877242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1877253.625000 Penalty: 4816.743164
	Iteration 18Q: 3 clusters Score -1877254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1877278.750000 Penalty: 4816.743164
	Iteration 19Q: 3 clusters Score -1877279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1877284.750000 Penalty: 4816.743164
	Iteration 20F: 3 clusters Score -1877285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1877286.500000 Penalty: 4816.743164
	Iteration 21Q: 3 clusters Score -1877286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1877296.000000 Penalty: 4816.743164
	Iteration 22Q: 3 clusters Score -1877296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1877307.875000 Penalty: 4816.743164
	Iteration 23Q: 3 clusters Score -1877308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1877317.000000 Penalty: 4816.743164
	Iteration 24Q: 3 clusters Score -1877317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1877324.125000 Penalty: 4816.743164
	Iteration 25Q: 3 clusters Score -1877324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1877321.750000 Penalty: 4816.743164
	Iteration 26Q: 3 clusters Score -1877322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1877325.625000 Penalty: 4816.743164
	Iteration 27Q: 3 clusters Score -1877326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1877331.375000 Penalty: 4816.743164
	Iteration 28Q: 3 clusters Score -1877331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1877337.750000 Penalty: 4816.743164
	Iteration 29Q: 3 clusters Score -1877338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1877335.750000 Penalty: 4816.743164
	Iteration 30Q: 3 clusters Score -1877336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1877333.750000 Penalty: 4816.743164
	Iteration 31Q: 3 clusters Score -1877334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1877334.375000 Penalty: 4816.743164
	Iteration 32Q: 3 clusters Score -1877334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1877334.500000 Penalty: 4816.743164
	Iteration 33Q: 3 clusters Score -1877334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1877336.125000 Penalty: 4816.743164
	Iteration 34Q: 3 clusters Score -1877336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1877336.125000 Penalty: 4816.743164
	Iteration 35F: 3 clusters Score -1877336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -1956148.125000 Penalty: 2415.731201
	Iteration 0F: 2 clusters Score -1956148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1943972.375000 Penalty: 4831.462402
	Iteration 0F: 3 clusters Score -1943972 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1948037.625000 Penalty: 4831.462402
	Iteration 1F: 3 clusters Score -1948038 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1948518.375000 Penalty: 4831.462402
	Iteration 2F: 3 clusters Score -1948518 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1949003.000000 Penalty: 4831.462402
	Iteration 3F: 3 clusters Score -1949003 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1949586.250000 Penalty: 4831.462402
	Iteration 4F: 3 clusters Score -1949586 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1950300.000000 Penalty: 4831.462402
	Iteration 5F: 3 clusters Score -1950300 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1950982.125000 Penalty: 4831.462402
	Iteration 6F: 3 clusters Score -1950982 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1951523.500000 Penalty: 4831.462402
	Iteration 7F: 3 clusters Score -1951524 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1951949.500000 Penalty: 4831.462402
	Iteration 8Q: 3 clusters Score -1951950 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1952295.875000 Penalty: 4831.462402
	Iteration 9Q: 3 clusters Score -1952296 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1952609.375000 Penalty: 4831.462402
	Iteration 10Q: 3 clusters Score -1952609 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1952890.875000 Penalty: 4831.462402
	Iteration 11Q: 3 clusters Score -1952891 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1953174.375000 Penalty: 4831.462402
	Iteration 12Q: 3 clusters Score -1953174 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1953433.750000 Penalty: 4831.462402
	Iteration 13Q: 3 clusters Score -1953434 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1953658.875000 Penalty: 4831.462402
	Iteration 14Q: 3 clusters Score -1953659 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1953859.000000 Penalty: 4831.462402
	Iteration 15Q: 3 clusters Score -1953859 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1953990.625000 Penalty: 4831.462402
	Iteration 16Q: 3 clusters Score -1953991 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1954075.625000 Penalty: 4831.462402
	Iteration 17Q: 3 clusters Score -1954076 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1954132.375000 Penalty: 4831.462402
	Iteration 18Q: 3 clusters Score -1954132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1954192.625000 Penalty: 4831.462402
	Iteration 19Q: 3 clusters Score -1954193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1954240.125000 Penalty: 4831.462402
	Iteration 20F: 3 clusters Score -1954240 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1954278.125000 Penalty: 4831.462402
	Iteration 21Q: 3 clusters Score -1954278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1954305.000000 Penalty: 4831.462402
	Iteration 22Q: 3 clusters Score -1954305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1954333.875000 Penalty: 4831.462402
	Iteration 23Q: 3 clusters Score -1954334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1954361.250000 Penalty: 4831.462402
	Iteration 24Q: 3 clusters Score -1954361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1954378.375000 Penalty: 4831.462402
	Iteration 25Q: 3 clusters Score -1954378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1954396.375000 Penalty: 4831.462402
	Iteration 26Q: 3 clusters Score -1954396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1954419.250000 Penalty: 4831.462402
	Iteration 27Q: 3 clusters Score -1954419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1954425.000000 Penalty: 4831.462402
	Iteration 28Q: 3 clusters Score -1954425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1954439.625000 Penalty: 4831.462402
	Iteration 29Q: 3 clusters Score -1954440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1954451.625000 Penalty: 4831.462402
	Iteration 30Q: 3 clusters Score -1954452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1954463.500000 Penalty: 4831.462402
	Iteration 31Q: 3 clusters Score -1954464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1954474.125000 Penalty: 4831.462402
	Iteration 32Q: 3 clusters Score -1954474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1954482.625000 Penalty: 4831.462402
	Iteration 33Q: 3 clusters Score -1954483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1954495.250000 Penalty: 4831.462402
	Iteration 34Q: 3 clusters Score -1954495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1954493.625000 Penalty: 4831.462402
	Iteration 35Q: 3 clusters Score -1954494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1954501.375000 Penalty: 4831.462402
	Iteration 36Q: 3 clusters Score -1954501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1954502.500000 Penalty: 4831.462402
	Iteration 37Q: 3 clusters Score -1954502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1954504.750000 Penalty: 4831.462402
	Iteration 38Q: 3 clusters Score -1954505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1954517.125000 Penalty: 4831.462402
	Iteration 39Q: 3 clusters Score -1954517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1954522.750000 Penalty: 4831.462402
	Iteration 40F: 3 clusters Score -1954523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1954532.000000 Penalty: 4831.462402
	Iteration 41Q: 3 clusters Score -1954532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1954540.500000 Penalty: 4831.462402
	Iteration 42Q: 3 clusters Score -1954540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1954554.250000 Penalty: 4831.462402
	Iteration 43Q: 3 clusters Score -1954554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1954563.875000 Penalty: 4831.462402
	Iteration 44Q: 3 clusters Score -1954564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1954573.625000 Penalty: 4831.462402
	Iteration 45Q: 3 clusters Score -1954574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1954572.875000 Penalty: 4831.462402
	Iteration 46Q: 3 clusters Score -1954573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1954582.125000 Penalty: 4831.462402
	Iteration 47Q: 3 clusters Score -1954582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1954586.000000 Penalty: 4831.462402
	Iteration 48Q: 3 clusters Score -1954586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1954596.375000 Penalty: 4831.462402
	Iteration 49Q: 3 clusters Score -1954596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1954598.250000 Penalty: 4831.462402
	Iteration 50Q: 3 clusters Score -1954598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1954597.250000 Penalty: 4831.462402
	Iteration 51Q: 3 clusters Score -1954597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1954597.125000 Penalty: 4831.462402
	Iteration 52Q: 3 clusters Score -1954597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1954597.250000 Penalty: 4831.462402
	Iteration 53Q: 3 clusters Score -1954597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1954596.625000 Penalty: 4831.462402
	Iteration 54Q: 3 clusters Score -1954597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1954601.625000 Penalty: 4831.462402
	Iteration 55Q: 3 clusters Score -1954602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1954602.125000 Penalty: 4831.462402
	Iteration 56Q: 3 clusters Score -1954602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1954605.500000 Penalty: 4831.462402
	Iteration 57Q: 3 clusters Score -1954606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1954606.500000 Penalty: 4831.462402
	Iteration 58Q: 3 clusters Score -1954606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1954606.750000 Penalty: 4831.462402
	Iteration 59Q: 3 clusters Score -1954607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1954608.875000 Penalty: 4831.462402
	Iteration 60F: 3 clusters Score -1954609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1954607.875000 Penalty: 4831.462402
	Iteration 61Q: 3 clusters Score -1954608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1954606.625000 Penalty: 4831.462402
	Iteration 62Q: 3 clusters Score -1954607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1954605.125000 Penalty: 4831.462402
	Iteration 63Q: 3 clusters Score -1954605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1954605.500000 Penalty: 4831.462402
	Iteration 64Q: 3 clusters Score -1954606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1954605.500000 Penalty: 4831.462402
	Iteration 65F: 3 clusters Score -1954606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Entering Unmasked Estep 
Score: -12258686.000000 Penalty: 2873.846191
	Iteration 0F: 2 clusters Score -1.225869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -12186493.000000 Penalty: 5747.692383
	Iteration 0F: 3 clusters Score -1.218649e+07 nChanged 51179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -12218526.000000 Penalty: 5747.692383
	Iteration 1F: 3 clusters Score -1.221853e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -12223833.000000 Penalty: 5747.692383
	Iteration 2F: 3 clusters Score -1.222383e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -12230974.000000 Penalty: 5747.692383
	Iteration 3F: 3 clusters Score -1.223097e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -12237846.000000 Penalty: 5747.692383
	Iteration 4F: 3 clusters Score -1.223785e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -12242773.000000 Penalty: 5747.692383
	Iteration 5F: 3 clusters Score -1.224277e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -12246522.000000 Penalty: 5747.692383
	Iteration 6F: 3 clusters Score -1.224652e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -12250038.000000 Penalty: 5747.692383
	Iteration 7Q: 3 clusters Score -1.225004e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -12252530.000000 Penalty: 5747.692383
	Iteration 8Q: 3 clusters Score -1.225253e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -12254609.000000 Penalty: 5747.692383
	Iteration 9Q: 3 clusters Score -1.225461e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -12256207.000000 Penalty: 5747.692383
	Iteration 10Q: 3 clusters Score -1.225621e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -12257379.000000 Penalty: 5747.692383
	Iteration 11Q: 3 clusters Score -1.225738e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -12258145.000000 Penalty: 5747.692383
	Iteration 12Q: 3 clusters Score -1.225814e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -12258688.000000 Penalty: 5747.692383
	Iteration 13Q: 3 clusters Score -1.225869e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -12259009.000000 Penalty: 5747.692383
	Iteration 14Q: 3 clusters Score -1.225901e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -12259213.000000 Penalty: 5747.692383
	Iteration 15Q: 3 clusters Score -1.225921e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -12259452.000000 Penalty: 5747.692383
	Iteration 16Q: 3 clusters Score -1.225945e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -12259606.000000 Penalty: 5747.692383
	Iteration 17Q: 3 clusters Score -1.225961e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -12259712.000000 Penalty: 5747.692383
	Iteration 18Q: 3 clusters Score -1.225971e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -12259861.000000 Penalty: 5747.692383
	Iteration 19Q: 3 clusters Score -1.225986e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -12259986.000000 Penalty: 5747.692383
	Iteration 20F: 3 clusters Score -1.225999e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -12260022.000000 Penalty: 5747.692383
	Iteration 21Q: 3 clusters Score -1.226002e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -12260035.000000 Penalty: 5747.692383
	Iteration 22Q: 3 clusters Score -1.226004e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -12260118.000000 Penalty: 5747.692383
	Iteration 23Q: 3 clusters Score -1.226012e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -12260158.000000 Penalty: 5747.692383
	Iteration 24Q: 3 clusters Score -1.226016e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -12260185.000000 Penalty: 5747.692383
	Iteration 25Q: 3 clusters Score -1.226018e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -12260256.000000 Penalty: 5747.692383
	Iteration 26Q: 3 clusters Score -1.226026e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -12260277.000000 Penalty: 5747.692383
	Iteration 27Q: 3 clusters Score -1.226028e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -12260301.000000 Penalty: 5747.692383
	Iteration 28Q: 3 clusters Score -1.22603e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -12260359.000000 Penalty: 5747.692383
	Iteration 29Q: 3 clusters Score -1.226036e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -12260382.000000 Penalty: 5747.692383
	Iteration 30Q: 3 clusters Score -1.226038e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -12260404.000000 Penalty: 5747.692383
	Iteration 31Q: 3 clusters Score -1.22604e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -12260392.000000 Penalty: 5747.692383
	Iteration 32Q: 3 clusters Score -1.226039e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -12260415.000000 Penalty: 5747.692383
	Iteration 33Q: 3 clusters Score -1.226042e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -12260418.000000 Penalty: 5747.692383
	Iteration 34Q: 3 clusters Score -1.226042e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -12260437.000000 Penalty: 5747.692383
	Iteration 35Q: 3 clusters Score -1.226044e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -12260427.000000 Penalty: 5747.692383
	Iteration 36Q: 3 clusters Score -1.226043e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -12260401.000000 Penalty: 5747.692383
	Iteration 37Q: 3 clusters Score -1.22604e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -12260414.000000 Penalty: 5747.692383
	Iteration 38Q: 3 clusters Score -1.226041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -12260415.000000 Penalty: 5747.692383
	Iteration 39Q: 3 clusters Score -1.226042e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -12260437.000000 Penalty: 5747.692383
	Iteration 40F: 3 clusters Score -1.226044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -12260453.000000 Penalty: 5747.692383
	Iteration 41Q: 3 clusters Score -1.226045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -12260459.000000 Penalty: 5747.692383
	Iteration 42Q: 3 clusters Score -1.226046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -12260470.000000 Penalty: 5747.692383
	Iteration 43Q: 3 clusters Score -1.226047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -12260468.000000 Penalty: 5747.692383
	Iteration 44Q: 3 clusters Score -1.226047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -12260461.000000 Penalty: 5747.692383
	Iteration 45Q: 3 clusters Score -1.226046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -12260464.000000 Penalty: 5747.692383
	Iteration 46Q: 3 clusters Score -1.226046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -12260468.000000 Penalty: 5747.692383
	Iteration 47Q: 3 clusters Score -1.226047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -12260457.000000 Penalty: 5747.692383
	Iteration 48Q: 3 clusters Score -1.226046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -12260461.000000 Penalty: 5747.692383
	Iteration 49Q: 3 clusters Score -1.226046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -12260465.000000 Penalty: 5747.692383
	Iteration 50Q: 3 clusters Score -1.226046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -12260455.000000 Penalty: 5747.692383
	Iteration 51Q: 3 clusters Score -1.226046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -12260455.000000 Penalty: 5747.692383
	Iteration 52Q: 3 clusters Score -1.226046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -12260467.000000 Penalty: 5747.692383
	Iteration 53Q: 3 clusters Score -1.226047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -12260460.000000 Penalty: 5747.692383
	Iteration 54Q: 3 clusters Score -1.226046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -12260454.000000 Penalty: 5747.692383
	Iteration 55Q: 3 clusters Score -1.226045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -12260449.000000 Penalty: 5747.692383
	Iteration 56Q: 3 clusters Score -1.226045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -12260453.000000 Penalty: 5747.692383
	Iteration 57Q: 3 clusters Score -1.226045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -12260458.000000 Penalty: 5747.692383
	Iteration 58Q: 3 clusters Score -1.226046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -12260463.000000 Penalty: 5747.692383
	Iteration 59Q: 3 clusters Score -1.226046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -12260475.000000 Penalty: 5747.692383
	Iteration 60F: 3 clusters Score -1.226048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -12260465.000000 Penalty: 5747.692383
	Iteration 61Q: 3 clusters Score -1.226046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -12260458.000000 Penalty: 5747.692383
	Iteration 62Q: 3 clusters Score -1.226046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -12260459.000000 Penalty: 5747.692383
	Iteration 63Q: 3 clusters Score -1.226046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -12260471.000000 Penalty: 5747.692383
	Iteration 64Q: 3 clusters Score -1.226047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -12260466.000000 Penalty: 5747.692383
	Iteration 65Q: 3 clusters Score -1.226047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -12260465.000000 Penalty: 5747.692383
	Iteration 66Q: 3 clusters Score -1.226046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -12260465.000000 Penalty: 5747.692383
	Iteration 67Q: 3 clusters Score -1.226046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -12260461.000000 Penalty: 5747.692383
	Iteration 68Q: 3 clusters Score -1.226046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -12260460.000000 Penalty: 5747.692383
	Iteration 69Q: 3 clusters Score -1.226046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -12260474.000000 Penalty: 5747.692383
	Iteration 70Q: 3 clusters Score -1.226047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -12260466.000000 Penalty: 5747.692383
	Iteration 71Q: 3 clusters Score -1.226047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -12260463.000000 Penalty: 5747.692383
	Iteration 72Q: 3 clusters Score -1.226046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -12260463.000000 Penalty: 5747.692383
	Iteration 73F: 3 clusters Score -1.226046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 95901 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24656 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168709 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19450 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6338 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2526 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33803 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8128 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5457 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29805 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13684 members 
Mstep: Class 75 contains 11876 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6089 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22315 members 
Mstep: Class 83 contains 4070 members 
Mstep: Class 84 contains 7210 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8276 members 
Mstep: Class 88 contains 7681 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8578 members 
Mstep: Class 94 contains 4936 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2147 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 11905 members 
Entering Unmasked Estep 
Score: -212288528.000000 Penalty: 380867.500000
Splitting cluster 3 changes total score from -212288672.000000 to -212288528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -456924.375000 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -456924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -452981.062500 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -452981.1 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -453870.375000 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -453870.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -454168.250000 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -454168.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -454462.593750 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -454462.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -454706.312500 Penalty: 4125.611816
	Iteration 4F: 3 clusters Score -454706.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -454882.531250 Penalty: 4125.611816
	Iteration 5F: 3 clusters Score -454882.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -454997.687500 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -454997.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -455071.500000 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -455071.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -455134.468750 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -455134.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -455186.218750 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -455186.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -455242.218750 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -455242.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -455273.718750 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -455273.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -455291.656250 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -455291.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -455309.000000 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -455309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -455325.937500 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -455325.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -455337.156250 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -455337.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -455346.937500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -455346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -455355.312500 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -455355.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -455360.187500 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -455360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -455366.375000 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -455366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -455370.781250 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -455370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -455374.093750 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -455374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -455378.250000 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -455378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -455380.437500 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -455380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -455383.281250 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -455383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -455384.812500 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -455384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -455387.062500 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -455387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -455387.781250 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -455387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455387.656250 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -455387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455387.656250 Penalty: 4125.611816
	Iteration 29F: 3 clusters Score -455387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -626581.812500 Penalty: 2156.610107
	Iteration 0F: 2 clusters Score -626581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -621486.187500 Penalty: 4313.220215
	Iteration 0F: 3 clusters Score -621486.2 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -623025.875000 Penalty: 4313.220215
	Iteration 1F: 3 clusters Score -623025.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -623477.375000 Penalty: 4313.220215
	Iteration 2F: 3 clusters Score -623477.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -623887.312500 Penalty: 4313.220215
	Iteration 3F: 3 clusters Score -623887.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -624216.375000 Penalty: 4313.220215
	Iteration 4F: 3 clusters Score -624216.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -624487.875000 Penalty: 4313.220215
	Iteration 5F: 3 clusters Score -624487.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -624744.187500 Penalty: 4313.220215
	Iteration 6Q: 3 clusters Score -624744.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -624951.812500 Penalty: 4313.220215
	Iteration 7Q: 3 clusters Score -624951.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -625097.437500 Penalty: 4313.220215
	Iteration 8Q: 3 clusters Score -625097.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -625212.000000 Penalty: 4313.220215
	Iteration 9Q: 3 clusters Score -625212 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -625292.062500 Penalty: 4313.220215
	Iteration 10Q: 3 clusters Score -625292.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -625352.187500 Penalty: 4313.220215
	Iteration 11Q: 3 clusters Score -625352.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -625395.750000 Penalty: 4313.220215
	Iteration 12Q: 3 clusters Score -625395.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -625429.500000 Penalty: 4313.220215
	Iteration 13Q: 3 clusters Score -625429.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -625451.375000 Penalty: 4313.220215
	Iteration 14Q: 3 clusters Score -625451.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -625470.562500 Penalty: 4313.220215
	Iteration 15Q: 3 clusters Score -625470.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -625484.187500 Penalty: 4313.220215
	Iteration 16Q: 3 clusters Score -625484.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -625502.500000 Penalty: 4313.220215
	Iteration 17Q: 3 clusters Score -625502.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -625516.187500 Penalty: 4313.220215
	Iteration 18Q: 3 clusters Score -625516.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -625524.812500 Penalty: 4313.220215
	Iteration 19Q: 3 clusters Score -625524.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -625530.062500 Penalty: 4313.220215
	Iteration 20F: 3 clusters Score -625530.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -625536.312500 Penalty: 4313.220215
	Iteration 21Q: 3 clusters Score -625536.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -625538.875000 Penalty: 4313.220215
	Iteration 22Q: 3 clusters Score -625538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -625540.875000 Penalty: 4313.220215
	Iteration 23Q: 3 clusters Score -625540.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -625545.750000 Penalty: 4313.220215
	Iteration 24Q: 3 clusters Score -625545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -625548.812500 Penalty: 4313.220215
	Iteration 25Q: 3 clusters Score -625548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -625550.750000 Penalty: 4313.220215
	Iteration 26Q: 3 clusters Score -625550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -625553.000000 Penalty: 4313.220215
	Iteration 27Q: 3 clusters Score -625553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -625554.750000 Penalty: 4313.220215
	Iteration 28Q: 3 clusters Score -625554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -625560.250000 Penalty: 4313.220215
	Iteration 29Q: 3 clusters Score -625560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -625563.500000 Penalty: 4313.220215
	Iteration 30Q: 3 clusters Score -625563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -625568.750000 Penalty: 4313.220215
	Iteration 31Q: 3 clusters Score -625568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -625575.687500 Penalty: 4313.220215
	Iteration 32Q: 3 clusters Score -625575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -625578.250000 Penalty: 4313.220215
	Iteration 33Q: 3 clusters Score -625578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -625582.562500 Penalty: 4313.220215
	Iteration 34Q: 3 clusters Score -625582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -625588.375000 Penalty: 4313.220215
	Iteration 35Q: 3 clusters Score -625588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -625591.062500 Penalty: 4313.220215
	Iteration 36Q: 3 clusters Score -625591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -625595.687500 Penalty: 4313.220215
	Iteration 37Q: 3 clusters Score -625595.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -625600.250000 Penalty: 4313.220215
	Iteration 38Q: 3 clusters Score -625600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -625603.187500 Penalty: 4313.220215
	Iteration 39Q: 3 clusters Score -625603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -625604.437500 Penalty: 4313.220215
	Iteration 40F: 3 clusters Score -625604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -625606.437500 Penalty: 4313.220215
	Iteration 41Q: 3 clusters Score -625606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -625608.437500 Penalty: 4313.220215
	Iteration 42Q: 3 clusters Score -625608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -625611.375000 Penalty: 4313.220215
	Iteration 43Q: 3 clusters Score -625611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -625611.125000 Penalty: 4313.220215
	Iteration 44Q: 3 clusters Score -625611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -625612.875000 Penalty: 4313.220215
	Iteration 45Q: 3 clusters Score -625612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -625613.500000 Penalty: 4313.220215
	Iteration 46Q: 3 clusters Score -625613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -625615.000000 Penalty: 4313.220215
	Iteration 47Q: 3 clusters Score -625615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -625617.375000 Penalty: 4313.220215
	Iteration 48Q: 3 clusters Score -625617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -625619.250000 Penalty: 4313.220215
	Iteration 49Q: 3 clusters Score -625619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -625620.625000 Penalty: 4313.220215
	Iteration 50Q: 3 clusters Score -625620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -625621.187500 Penalty: 4313.220215
	Iteration 51Q: 3 clusters Score -625621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -625621.187500 Penalty: 4313.220215
	Iteration 52F: 3 clusters Score -625621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -89186.906250 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -89186.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87361.117188 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -87361.12 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87631.531250 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -87631.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87708.242188 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -87708.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87760.289062 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -87760.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87805.226562 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -87805.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87836.640625 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -87836.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87885.187500 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -87885.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -87949.453125 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -87949.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -88081.578125 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -88081.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -88250.132812 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -88250.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88412.875000 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -88412.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88473.437500 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -88473.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -88537.703125 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -88537.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88591.093750 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -88591.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -88627.484375 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -88627.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -88658.148438 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -88658.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -88671.828125 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -88671.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88710.125000 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -88710.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -88755.273438 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -88755.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88857.648438 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -88857.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88977.843750 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -88977.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -89110.539062 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -89110.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89130.070312 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -89130.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -89132.335938 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -89132.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -89132.335938 Penalty: 3337.399902
	Iteration 24F: 3 clusters Score -89132.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -552212.625000 Penalty: 2109.721436
	Iteration 0F: 2 clusters Score -552212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -547723.500000 Penalty: 4219.442871
	Iteration 0F: 3 clusters Score -547723.5 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -548865.000000 Penalty: 4219.442871
	Iteration 1F: 3 clusters Score -548865 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -549090.875000 Penalty: 4219.442871
	Iteration 2F: 3 clusters Score -549090.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -549241.125000 Penalty: 4219.442871
	Iteration 3F: 3 clusters Score -549241.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -549345.187500 Penalty: 4219.442871
	Iteration 4Q: 3 clusters Score -549345.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -549436.625000 Penalty: 4219.442871
	Iteration 5Q: 3 clusters Score -549436.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -549490.875000 Penalty: 4219.442871
	Iteration 6Q: 3 clusters Score -549490.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -549529.750000 Penalty: 4219.442871
	Iteration 7Q: 3 clusters Score -549529.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -549562.812500 Penalty: 4219.442871
	Iteration 8Q: 3 clusters Score -549562.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -549589.312500 Penalty: 4219.442871
	Iteration 9Q: 3 clusters Score -549589.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -549620.000000 Penalty: 4219.442871
	Iteration 10Q: 3 clusters Score -549620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -549661.562500 Penalty: 4219.442871
	Iteration 11Q: 3 clusters Score -549661.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -549699.437500 Penalty: 4219.442871
	Iteration 12Q: 3 clusters Score -549699.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -549736.250000 Penalty: 4219.442871
	Iteration 13Q: 3 clusters Score -549736.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -549780.125000 Penalty: 4219.442871
	Iteration 14Q: 3 clusters Score -549780.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -549818.687500 Penalty: 4219.442871
	Iteration 15Q: 3 clusters Score -549818.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -549856.625000 Penalty: 4219.442871
	Iteration 16Q: 3 clusters Score -549856.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -549889.437500 Penalty: 4219.442871
	Iteration 17Q: 3 clusters Score -549889.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -549923.562500 Penalty: 4219.442871
	Iteration 18Q: 3 clusters Score -549923.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -549956.375000 Penalty: 4219.442871
	Iteration 19Q: 3 clusters Score -549956.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -549990.625000 Penalty: 4219.442871
	Iteration 20F: 3 clusters Score -549990.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -550027.750000 Penalty: 4219.442871
	Iteration 21Q: 3 clusters Score -550027.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -550061.437500 Penalty: 4219.442871
	Iteration 22Q: 3 clusters Score -550061.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -550107.062500 Penalty: 4219.442871
	Iteration 23Q: 3 clusters Score -550107.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -550163.812500 Penalty: 4219.442871
	Iteration 24Q: 3 clusters Score -550163.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -550226.375000 Penalty: 4219.442871
	Iteration 25Q: 3 clusters Score -550226.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -550291.812500 Penalty: 4219.442871
	Iteration 26Q: 3 clusters Score -550291.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -550351.687500 Penalty: 4219.442871
	Iteration 27Q: 3 clusters Score -550351.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -550398.937500 Penalty: 4219.442871
	Iteration 28Q: 3 clusters Score -550398.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -550433.937500 Penalty: 4219.442871
	Iteration 29Q: 3 clusters Score -550433.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -550468.750000 Penalty: 4219.442871
	Iteration 30Q: 3 clusters Score -550468.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -550492.187500 Penalty: 4219.442871
	Iteration 31Q: 3 clusters Score -550492.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -550507.187500 Penalty: 4219.442871
	Iteration 32Q: 3 clusters Score -550507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -550517.187500 Penalty: 4219.442871
	Iteration 33Q: 3 clusters Score -550517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -550525.437500 Penalty: 4219.442871
	Iteration 34Q: 3 clusters Score -550525.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -550538.812500 Penalty: 4219.442871
	Iteration 35Q: 3 clusters Score -550538.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -550553.250000 Penalty: 4219.442871
	Iteration 36Q: 3 clusters Score -550553.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -550571.125000 Penalty: 4219.442871
	Iteration 37Q: 3 clusters Score -550571.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -550586.312500 Penalty: 4219.442871
	Iteration 38Q: 3 clusters Score -550586.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -550597.312500 Penalty: 4219.442871
	Iteration 39Q: 3 clusters Score -550597.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -550606.000000 Penalty: 4219.442871
	Iteration 40F: 3 clusters Score -550606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -550612.312500 Penalty: 4219.442871
	Iteration 41Q: 3 clusters Score -550612.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -550620.250000 Penalty: 4219.442871
	Iteration 42Q: 3 clusters Score -550620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -550624.375000 Penalty: 4219.442871
	Iteration 43Q: 3 clusters Score -550624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -550627.437500 Penalty: 4219.442871
	Iteration 44Q: 3 clusters Score -550627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -550631.500000 Penalty: 4219.442871
	Iteration 45Q: 3 clusters Score -550631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -550634.875000 Penalty: 4219.442871
	Iteration 46Q: 3 clusters Score -550634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -550638.750000 Penalty: 4219.442871
	Iteration 47Q: 3 clusters Score -550638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -550640.750000 Penalty: 4219.442871
	Iteration 48Q: 3 clusters Score -550640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -550642.875000 Penalty: 4219.442871
	Iteration 49Q: 3 clusters Score -550642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -550644.250000 Penalty: 4219.442871
	Iteration 50Q: 3 clusters Score -550644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -550644.000000 Penalty: 4219.442871
	Iteration 51Q: 3 clusters Score -550644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -550645.562500 Penalty: 4219.442871
	Iteration 52Q: 3 clusters Score -550645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -550646.312500 Penalty: 4219.442871
	Iteration 53Q: 3 clusters Score -550646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -550646.937500 Penalty: 4219.442871
	Iteration 54Q: 3 clusters Score -550646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -550647.312500 Penalty: 4219.442871
	Iteration 55Q: 3 clusters Score -550647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -550648.562500 Penalty: 4219.442871
	Iteration 56Q: 3 clusters Score -550648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -550647.687500 Penalty: 4219.442871
	Iteration 57Q: 3 clusters Score -550647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -550647.687500 Penalty: 4219.442871
	Iteration 58F: 3 clusters Score -550647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Entering Unmasked Estep 
Score: -5810209.000000 Penalty: 2688.220947
	Iteration 0F: 2 clusters Score -5810209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5775754.500000 Penalty: 5376.441895
	Iteration 0F: 3 clusters Score -5775754 nChanged 23731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -5789017.000000 Penalty: 5376.441895
	Iteration 1F: 3 clusters Score -5789017 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -5789726.500000 Penalty: 5376.441895
	Iteration 2Q: 3 clusters Score -5789726 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5790576.000000 Penalty: 5376.441895
	Iteration 3Q: 3 clusters Score -5790576 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5791776.500000 Penalty: 5376.441895
	Iteration 4Q: 3 clusters Score -5791776 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5793602.500000 Penalty: 5376.441895
	Iteration 5F: 3 clusters Score -5793602 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5795998.000000 Penalty: 5376.441895
	Iteration 6F: 3 clusters Score -5795998 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -5798850.000000 Penalty: 5376.441895
	Iteration 7F: 3 clusters Score -5798850 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5801600.500000 Penalty: 5376.441895
	Iteration 8F: 3 clusters Score -5801600 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5804023.500000 Penalty: 5376.441895
	Iteration 9F: 3 clusters Score -5804024 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5805804.500000 Penalty: 5376.441895
	Iteration 10Q: 3 clusters Score -5805804 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5806813.500000 Penalty: 5376.441895
	Iteration 11Q: 3 clusters Score -5806814 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5807324.500000 Penalty: 5376.441895
	Iteration 12Q: 3 clusters Score -5807324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5807589.000000 Penalty: 5376.441895
	Iteration 13Q: 3 clusters Score -5807589 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5807721.000000 Penalty: 5376.441895
	Iteration 14Q: 3 clusters Score -5807721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5807803.000000 Penalty: 5376.441895
	Iteration 15Q: 3 clusters Score -5807803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5807836.500000 Penalty: 5376.441895
	Iteration 16Q: 3 clusters Score -5807836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5807862.500000 Penalty: 5376.441895
	Iteration 17Q: 3 clusters Score -5807862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5807889.000000 Penalty: 5376.441895
	Iteration 18Q: 3 clusters Score -5807889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5807896.000000 Penalty: 5376.441895
	Iteration 19Q: 3 clusters Score -5807896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5807892.000000 Penalty: 5376.441895
	Iteration 20F: 3 clusters Score -5807892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5807901.000000 Penalty: 5376.441895
	Iteration 21Q: 3 clusters Score -5807901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5807899.000000 Penalty: 5376.441895
	Iteration 22Q: 3 clusters Score -5807899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5807908.000000 Penalty: 5376.441895
	Iteration 23Q: 3 clusters Score -5807908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5807907.500000 Penalty: 5376.441895
	Iteration 24Q: 3 clusters Score -5807908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5807914.000000 Penalty: 5376.441895
	Iteration 25Q: 3 clusters Score -5807914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5807920.500000 Penalty: 5376.441895
	Iteration 26Q: 3 clusters Score -5807920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5807922.500000 Penalty: 5376.441895
	Iteration 27Q: 3 clusters Score -5807922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5807935.000000 Penalty: 5376.441895
	Iteration 28Q: 3 clusters Score -5807935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5807934.000000 Penalty: 5376.441895
	Iteration 29Q: 3 clusters Score -5807934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5807942.000000 Penalty: 5376.441895
	Iteration 30Q: 3 clusters Score -5807942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5807943.500000 Penalty: 5376.441895
	Iteration 31Q: 3 clusters Score -5807944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5807944.000000 Penalty: 5376.441895
	Iteration 32Q: 3 clusters Score -5807944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5807946.000000 Penalty: 5376.441895
	Iteration 33Q: 3 clusters Score -5807946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5807948.500000 Penalty: 5376.441895
	Iteration 34Q: 3 clusters Score -5807948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5807949.000000 Penalty: 5376.441895
	Iteration 35Q: 3 clusters Score -5807949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5807949.000000 Penalty: 5376.441895
	Iteration 36F: 3 clusters Score -5807949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Entering Unmasked Estep 
Score: -1953281.750000 Penalty: 2440.943848
	Iteration 0F: 2 clusters Score -1953282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1940048.875000 Penalty: 4881.887695
	Iteration 0F: 3 clusters Score -1940049 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1944719.250000 Penalty: 4881.887695
	Iteration 1F: 3 clusters Score -1944719 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1945586.000000 Penalty: 4881.887695
	Iteration 2F: 3 clusters Score -1945586 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1946546.500000 Penalty: 4881.887695
	Iteration 3F: 3 clusters Score -1946546 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1947540.250000 Penalty: 4881.887695
	Iteration 4F: 3 clusters Score -1947540 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1948388.750000 Penalty: 4881.887695
	Iteration 5F: 3 clusters Score -1948389 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1948983.750000 Penalty: 4881.887695
	Iteration 6F: 3 clusters Score -1948984 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1949400.375000 Penalty: 4881.887695
	Iteration 7Q: 3 clusters Score -1949400 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1949763.625000 Penalty: 4881.887695
	Iteration 8Q: 3 clusters Score -1949764 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1950071.000000 Penalty: 4881.887695
	Iteration 9Q: 3 clusters Score -1950071 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1950331.875000 Penalty: 4881.887695
	Iteration 10Q: 3 clusters Score -1950332 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1950572.375000 Penalty: 4881.887695
	Iteration 11Q: 3 clusters Score -1950572 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1950803.875000 Penalty: 4881.887695
	Iteration 12Q: 3 clusters Score -1950804 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1950999.500000 Penalty: 4881.887695
	Iteration 13Q: 3 clusters Score -1951000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1951171.125000 Penalty: 4881.887695
	Iteration 14Q: 3 clusters Score -1951171 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1951331.125000 Penalty: 4881.887695
	Iteration 15Q: 3 clusters Score -1951331 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1951483.750000 Penalty: 4881.887695
	Iteration 16Q: 3 clusters Score -1951484 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1951590.625000 Penalty: 4881.887695
	Iteration 17Q: 3 clusters Score -1951591 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1951687.000000 Penalty: 4881.887695
	Iteration 18Q: 3 clusters Score -1951687 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1951763.875000 Penalty: 4881.887695
	Iteration 19Q: 3 clusters Score -1951764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1951817.625000 Penalty: 4881.887695
	Iteration 20F: 3 clusters Score -1951818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1951862.000000 Penalty: 4881.887695
	Iteration 21Q: 3 clusters Score -1951862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1951900.750000 Penalty: 4881.887695
	Iteration 22Q: 3 clusters Score -1951901 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1951934.500000 Penalty: 4881.887695
	Iteration 23Q: 3 clusters Score -1951934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1951952.375000 Penalty: 4881.887695
	Iteration 24Q: 3 clusters Score -1951952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1951978.250000 Penalty: 4881.887695
	Iteration 25Q: 3 clusters Score -1951978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1952011.375000 Penalty: 4881.887695
	Iteration 26Q: 3 clusters Score -1952011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1952046.625000 Penalty: 4881.887695
	Iteration 27Q: 3 clusters Score -1952047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1952082.125000 Penalty: 4881.887695
	Iteration 28Q: 3 clusters Score -1952082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1952102.125000 Penalty: 4881.887695
	Iteration 29Q: 3 clusters Score -1952102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1952125.500000 Penalty: 4881.887695
	Iteration 30Q: 3 clusters Score -1952126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1952136.125000 Penalty: 4881.887695
	Iteration 31Q: 3 clusters Score -1952136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1952145.500000 Penalty: 4881.887695
	Iteration 32Q: 3 clusters Score -1952146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1952153.500000 Penalty: 4881.887695
	Iteration 33Q: 3 clusters Score -1952154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1952169.000000 Penalty: 4881.887695
	Iteration 34Q: 3 clusters Score -1952169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1952179.875000 Penalty: 4881.887695
	Iteration 35Q: 3 clusters Score -1952180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1952185.625000 Penalty: 4881.887695
	Iteration 36Q: 3 clusters Score -1952186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1952187.625000 Penalty: 4881.887695
	Iteration 37Q: 3 clusters Score -1952188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1952193.750000 Penalty: 4881.887695
	Iteration 38Q: 3 clusters Score -1952194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1952204.000000 Penalty: 4881.887695
	Iteration 39Q: 3 clusters Score -1952204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1952210.375000 Penalty: 4881.887695
	Iteration 40F: 3 clusters Score -1952210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1952221.125000 Penalty: 4881.887695
	Iteration 41Q: 3 clusters Score -1952221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1952228.375000 Penalty: 4881.887695
	Iteration 42Q: 3 clusters Score -1952228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1952237.125000 Penalty: 4881.887695
	Iteration 43Q: 3 clusters Score -1952237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1952240.625000 Penalty: 4881.887695
	Iteration 44Q: 3 clusters Score -1952241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1952245.375000 Penalty: 4881.887695
	Iteration 45Q: 3 clusters Score -1952245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1952247.625000 Penalty: 4881.887695
	Iteration 46Q: 3 clusters Score -1952248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1952249.000000 Penalty: 4881.887695
	Iteration 47Q: 3 clusters Score -1952249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1952253.250000 Penalty: 4881.887695
	Iteration 48Q: 3 clusters Score -1952253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1952253.000000 Penalty: 4881.887695
	Iteration 49Q: 3 clusters Score -1952253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1952254.250000 Penalty: 4881.887695
	Iteration 50Q: 3 clusters Score -1952254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1952259.000000 Penalty: 4881.887695
	Iteration 51Q: 3 clusters Score -1952259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1952261.625000 Penalty: 4881.887695
	Iteration 52Q: 3 clusters Score -1952262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1952261.500000 Penalty: 4881.887695
	Iteration 53Q: 3 clusters Score -1952262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1952272.125000 Penalty: 4881.887695
	Iteration 54Q: 3 clusters Score -1952272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1952271.125000 Penalty: 4881.887695
	Iteration 55Q: 3 clusters Score -1952271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1952269.500000 Penalty: 4881.887695
	Iteration 56Q: 3 clusters Score -1952270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1952274.625000 Penalty: 4881.887695
	Iteration 57Q: 3 clusters Score -1952275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1952272.500000 Penalty: 4881.887695
	Iteration 58Q: 3 clusters Score -1952272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1952272.375000 Penalty: 4881.887695
	Iteration 59Q: 3 clusters Score -1952272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1952273.500000 Penalty: 4881.887695
	Iteration 60F: 3 clusters Score -1952274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1952273.875000 Penalty: 4881.887695
	Iteration 61Q: 3 clusters Score -1952274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1952276.125000 Penalty: 4881.887695
	Iteration 62Q: 3 clusters Score -1952276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1952276.125000 Penalty: 4881.887695
	Iteration 63F: 3 clusters Score -1952276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -572633.250000 Penalty: 2116.493408
	Iteration 0F: 2 clusters Score -572633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -568072.187500 Penalty: 4232.986816
	Iteration 0F: 3 clusters Score -568072.2 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -569318.875000 Penalty: 4232.986816
	Iteration 1F: 3 clusters Score -569318.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -569666.312500 Penalty: 4232.986816
	Iteration 2F: 3 clusters Score -569666.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -569875.250000 Penalty: 4232.986816
	Iteration 3F: 3 clusters Score -569875.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -570067.000000 Penalty: 4232.986816
	Iteration 4F: 3 clusters Score -570067 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -570265.312500 Penalty: 4232.986816
	Iteration 5F: 3 clusters Score -570265.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -570471.312500 Penalty: 4232.986816
	Iteration 6Q: 3 clusters Score -570471.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -570737.125000 Penalty: 4232.986816
	Iteration 7F: 3 clusters Score -570737.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -571027.312500 Penalty: 4232.986816
	Iteration 8F: 3 clusters Score -571027.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -571274.875000 Penalty: 4232.986816
	Iteration 9Q: 3 clusters Score -571274.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -571509.000000 Penalty: 4232.986816
	Iteration 10Q: 3 clusters Score -571509 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -571655.250000 Penalty: 4232.986816
	Iteration 11Q: 3 clusters Score -571655.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -571773.625000 Penalty: 4232.986816
	Iteration 12Q: 3 clusters Score -571773.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -571840.125000 Penalty: 4232.986816
	Iteration 13Q: 3 clusters Score -571840.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -571878.125000 Penalty: 4232.986816
	Iteration 14Q: 3 clusters Score -571878.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -571902.375000 Penalty: 4232.986816
	Iteration 15Q: 3 clusters Score -571902.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -571921.687500 Penalty: 4232.986816
	Iteration 16Q: 3 clusters Score -571921.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -571935.875000 Penalty: 4232.986816
	Iteration 17Q: 3 clusters Score -571935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -571946.250000 Penalty: 4232.986816
	Iteration 18Q: 3 clusters Score -571946.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -571957.375000 Penalty: 4232.986816
	Iteration 19Q: 3 clusters Score -571957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -571966.812500 Penalty: 4232.986816
	Iteration 20F: 3 clusters Score -571966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -571975.687500 Penalty: 4232.986816
	Iteration 21Q: 3 clusters Score -571975.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -571983.187500 Penalty: 4232.986816
	Iteration 22Q: 3 clusters Score -571983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -571986.812500 Penalty: 4232.986816
	Iteration 23Q: 3 clusters Score -571986.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -571991.062500 Penalty: 4232.986816
	Iteration 24Q: 3 clusters Score -571991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -571994.062500 Penalty: 4232.986816
	Iteration 25Q: 3 clusters Score -571994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -571996.062500 Penalty: 4232.986816
	Iteration 26Q: 3 clusters Score -571996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -571996.312500 Penalty: 4232.986816
	Iteration 27Q: 3 clusters Score -571996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -571997.625000 Penalty: 4232.986816
	Iteration 28Q: 3 clusters Score -571997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -571998.875000 Penalty: 4232.986816
	Iteration 29Q: 3 clusters Score -571998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -571998.812500 Penalty: 4232.986816
	Iteration 30Q: 3 clusters Score -571998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -571998.562500 Penalty: 4232.986816
	Iteration 31Q: 3 clusters Score -571998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -571998.562500 Penalty: 4232.986816
	Iteration 32F: 3 clusters Score -571998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Entering Unmasked Estep 
Score: -2832159.250000 Penalty: 2509.392334
	Iteration 0F: 2 clusters Score -2832159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2815074.250000 Penalty: 5018.784668
	Iteration 0F: 3 clusters Score -2815074 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2821279.500000 Penalty: 5018.784668
	Iteration 1F: 3 clusters Score -2821280 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2822055.750000 Penalty: 5018.784668
	Iteration 2F: 3 clusters Score -2822056 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2822954.500000 Penalty: 5018.784668
	Iteration 3F: 3 clusters Score -2822954 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2823971.500000 Penalty: 5018.784668
	Iteration 4F: 3 clusters Score -2823972 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2825016.500000 Penalty: 5018.784668
	Iteration 5F: 3 clusters Score -2825016 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2825892.000000 Penalty: 5018.784668
	Iteration 6F: 3 clusters Score -2825892 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2826552.750000 Penalty: 5018.784668
	Iteration 7Q: 3 clusters Score -2826553 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2827120.000000 Penalty: 5018.784668
	Iteration 8Q: 3 clusters Score -2827120 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2827591.250000 Penalty: 5018.784668
	Iteration 9Q: 3 clusters Score -2827591 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2828041.500000 Penalty: 5018.784668
	Iteration 10Q: 3 clusters Score -2828042 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2828424.250000 Penalty: 5018.784668
	Iteration 11Q: 3 clusters Score -2828424 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2828783.250000 Penalty: 5018.784668
	Iteration 12Q: 3 clusters Score -2828783 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2829120.250000 Penalty: 5018.784668
	Iteration 13Q: 3 clusters Score -2829120 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2829402.000000 Penalty: 5018.784668
	Iteration 14Q: 3 clusters Score -2829402 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2829604.500000 Penalty: 5018.784668
	Iteration 15Q: 3 clusters Score -2829604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2829722.500000 Penalty: 5018.784668
	Iteration 16Q: 3 clusters Score -2829722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2829823.250000 Penalty: 5018.784668
	Iteration 17Q: 3 clusters Score -2829823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2829871.750000 Penalty: 5018.784668
	Iteration 18Q: 3 clusters Score -2829872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2829916.000000 Penalty: 5018.784668
	Iteration 19Q: 3 clusters Score -2829916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2829957.250000 Penalty: 5018.784668
	Iteration 20F: 3 clusters Score -2829957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2829984.500000 Penalty: 5018.784668
	Iteration 21Q: 3 clusters Score -2829984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2830001.750000 Penalty: 5018.784668
	Iteration 22Q: 3 clusters Score -2830002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2830021.000000 Penalty: 5018.784668
	Iteration 23Q: 3 clusters Score -2830021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2830039.000000 Penalty: 5018.784668
	Iteration 24Q: 3 clusters Score -2830039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2830054.000000 Penalty: 5018.784668
	Iteration 25Q: 3 clusters Score -2830054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2830069.000000 Penalty: 5018.784668
	Iteration 26Q: 3 clusters Score -2830069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2830071.000000 Penalty: 5018.784668
	Iteration 27Q: 3 clusters Score -2830071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2830073.000000 Penalty: 5018.784668
	Iteration 28Q: 3 clusters Score -2830073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2830080.500000 Penalty: 5018.784668
	Iteration 29Q: 3 clusters Score -2830080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2830089.000000 Penalty: 5018.784668
	Iteration 30Q: 3 clusters Score -2830089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2830091.750000 Penalty: 5018.784668
	Iteration 31Q: 3 clusters Score -2830092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2830086.750000 Penalty: 5018.784668
	Iteration 32Q: 3 clusters Score -2830087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2830093.500000 Penalty: 5018.784668
	Iteration 33Q: 3 clusters Score -2830094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2830097.750000 Penalty: 5018.784668
	Iteration 34Q: 3 clusters Score -2830098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2830097.250000 Penalty: 5018.784668
	Iteration 35Q: 3 clusters Score -2830097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2830107.750000 Penalty: 5018.784668
	Iteration 36Q: 3 clusters Score -2830108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2830111.000000 Penalty: 5018.784668
	Iteration 37Q: 3 clusters Score -2830111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2830116.250000 Penalty: 5018.784668
	Iteration 38Q: 3 clusters Score -2830116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2830118.250000 Penalty: 5018.784668
	Iteration 39Q: 3 clusters Score -2830118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2830119.500000 Penalty: 5018.784668
	Iteration 40F: 3 clusters Score -2830120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2830118.750000 Penalty: 5018.784668
	Iteration 41Q: 3 clusters Score -2830119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2830121.000000 Penalty: 5018.784668
	Iteration 42Q: 3 clusters Score -2830121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2830123.250000 Penalty: 5018.784668
	Iteration 43Q: 3 clusters Score -2830123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2830122.750000 Penalty: 5018.784668
	Iteration 44Q: 3 clusters Score -2830123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2830122.750000 Penalty: 5018.784668
	Iteration 45F: 3 clusters Score -2830123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -449164.437500 Penalty: 2066.113770
	Iteration 0F: 2 clusters Score -449164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -445159.062500 Penalty: 4132.227539
	Iteration 0F: 3 clusters Score -445159.1 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -446089.625000 Penalty: 4132.227539
	Iteration 1F: 3 clusters Score -446089.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -446321.406250 Penalty: 4132.227539
	Iteration 2F: 3 clusters Score -446321.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -446520.656250 Penalty: 4132.227539
	Iteration 3F: 3 clusters Score -446520.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -446740.718750 Penalty: 4132.227539
	Iteration 4Q: 3 clusters Score -446740.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -446956.718750 Penalty: 4132.227539
	Iteration 5Q: 3 clusters Score -446956.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -447127.531250 Penalty: 4132.227539
	Iteration 6Q: 3 clusters Score -447127.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -447304.125000 Penalty: 4132.227539
	Iteration 7Q: 3 clusters Score -447304.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -447421.562500 Penalty: 4132.227539
	Iteration 8Q: 3 clusters Score -447421.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -447510.437500 Penalty: 4132.227539
	Iteration 9Q: 3 clusters Score -447510.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -447574.625000 Penalty: 4132.227539
	Iteration 10Q: 3 clusters Score -447574.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -447631.187500 Penalty: 4132.227539
	Iteration 11Q: 3 clusters Score -447631.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -447685.343750 Penalty: 4132.227539
	Iteration 12Q: 3 clusters Score -447685.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -447727.625000 Penalty: 4132.227539
	Iteration 13Q: 3 clusters Score -447727.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -447755.656250 Penalty: 4132.227539
	Iteration 14Q: 3 clusters Score -447755.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -447791.156250 Penalty: 4132.227539
	Iteration 15Q: 3 clusters Score -447791.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -447816.937500 Penalty: 4132.227539
	Iteration 16Q: 3 clusters Score -447816.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -447838.468750 Penalty: 4132.227539
	Iteration 17Q: 3 clusters Score -447838.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -447855.437500 Penalty: 4132.227539
	Iteration 18Q: 3 clusters Score -447855.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -447868.218750 Penalty: 4132.227539
	Iteration 19Q: 3 clusters Score -447868.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -447876.843750 Penalty: 4132.227539
	Iteration 20F: 3 clusters Score -447876.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -447885.562500 Penalty: 4132.227539
	Iteration 21Q: 3 clusters Score -447885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -447894.406250 Penalty: 4132.227539
	Iteration 22Q: 3 clusters Score -447894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -447900.343750 Penalty: 4132.227539
	Iteration 23Q: 3 clusters Score -447900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -447903.500000 Penalty: 4132.227539
	Iteration 24Q: 3 clusters Score -447903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -447906.562500 Penalty: 4132.227539
	Iteration 25Q: 3 clusters Score -447906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -447909.093750 Penalty: 4132.227539
	Iteration 26Q: 3 clusters Score -447909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -447909.062500 Penalty: 4132.227539
	Iteration 27Q: 3 clusters Score -447909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -447909.656250 Penalty: 4132.227539
	Iteration 28Q: 3 clusters Score -447909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -447909.750000 Penalty: 4132.227539
	Iteration 29Q: 3 clusters Score -447909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -447910.781250 Penalty: 4132.227539
	Iteration 30Q: 3 clusters Score -447910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -447910.562500 Penalty: 4132.227539
	Iteration 31Q: 3 clusters Score -447910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -447910.562500 Penalty: 4132.227539
	Iteration 32Q: 3 clusters Score -447910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -447910.562500 Penalty: 4132.227539
	Iteration 33F: 3 clusters Score -447910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -139278.546875 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -139278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -136932.562500 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -136932.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137510.734375 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -137510.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137813.796875 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -137813.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138111.218750 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -138111.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138292.781250 Penalty: 3690.604004
	Iteration 4F: 3 clusters Score -138292.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138396.125000 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -138396.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138489.093750 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -138489.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138563.453125 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -138563.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -138613.359375 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -138613.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138637.968750 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -138638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138645.109375 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -138645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -138657.687500 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -138657.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138665.390625 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -138665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138669.078125 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -138669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138677.187500 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -138677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138685.781250 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -138685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138691.250000 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -138691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138694.250000 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -138694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138697.250000 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -138697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138700.328125 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -138700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -138702.640625 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -138702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138703.593750 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -138703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138703.593750 Penalty: 3690.604004
	Iteration 22F: 3 clusters Score -138703.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -362411.062500 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -362411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -358626.937500 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -358626.9 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -359677.031250 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -359677 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -360137.687500 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -360137.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -360541.906250 Penalty: 4099.124023
	Iteration 3F: 3 clusters Score -360541.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -360913.593750 Penalty: 4099.124023
	Iteration 4F: 3 clusters Score -360913.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -361207.343750 Penalty: 4099.124023
	Iteration 5F: 3 clusters Score -361207.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -361385.281250 Penalty: 4099.124023
	Iteration 6Q: 3 clusters Score -361385.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -361505.906250 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -361505.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -361591.093750 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -361591.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -361636.531250 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -361636.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -361660.562500 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -361660.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -361681.406250 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -361681.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -361699.906250 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -361699.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -361721.000000 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -361721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -361740.062500 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -361740.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -361757.281250 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -361757.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -361765.812500 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -361765.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -361770.500000 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -361770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -361773.500000 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -361773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -361776.343750 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -361776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -361776.406250 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -361776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Entering Unmasked Estep 
Score: -6646871.500000 Penalty: 2718.457275
	Iteration 0F: 2 clusters Score -6646872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -6608020.500000 Penalty: 5436.914551
	Iteration 0F: 3 clusters Score -6608020 nChanged 26650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6622941.500000 Penalty: 5436.914551
	Iteration 1F: 3 clusters Score -6622942 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -6623711.000000 Penalty: 5436.914551
	Iteration 2Q: 3 clusters Score -6623711 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6624621.500000 Penalty: 5436.914551
	Iteration 3Q: 3 clusters Score -6624622 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -6625866.500000 Penalty: 5436.914551
	Iteration 4Q: 3 clusters Score -6625866 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -6627708.000000 Penalty: 5436.914551
	Iteration 5F: 3 clusters Score -6627708 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -6630212.000000 Penalty: 5436.914551
	Iteration 6F: 3 clusters Score -6630212 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -6633444.000000 Penalty: 5436.914551
	Iteration 7F: 3 clusters Score -6633444 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -6636925.500000 Penalty: 5436.914551
	Iteration 8F: 3 clusters Score -6636926 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -6639655.500000 Penalty: 5436.914551
	Iteration 9F: 3 clusters Score -6639656 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -6641558.500000 Penalty: 5436.914551
	Iteration 10Q: 3 clusters Score -6641558 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -6642700.500000 Penalty: 5436.914551
	Iteration 11Q: 3 clusters Score -6642700 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -6643434.500000 Penalty: 5436.914551
	Iteration 12Q: 3 clusters Score -6643434 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -6643854.500000 Penalty: 5436.914551
	Iteration 13Q: 3 clusters Score -6643854 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -6644136.000000 Penalty: 5436.914551
	Iteration 14Q: 3 clusters Score -6644136 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -6644277.500000 Penalty: 5436.914551
	Iteration 15Q: 3 clusters Score -6644278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -6644381.000000 Penalty: 5436.914551
	Iteration 16Q: 3 clusters Score -6644381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -6644451.000000 Penalty: 5436.914551
	Iteration 17Q: 3 clusters Score -6644451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -6644496.000000 Penalty: 5436.914551
	Iteration 18Q: 3 clusters Score -6644496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6644543.500000 Penalty: 5436.914551
	Iteration 19Q: 3 clusters Score -6644544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -6644563.000000 Penalty: 5436.914551
	Iteration 20F: 3 clusters Score -6644563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -6644582.500000 Penalty: 5436.914551
	Iteration 21Q: 3 clusters Score -6644582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -6644596.500000 Penalty: 5436.914551
	Iteration 22Q: 3 clusters Score -6644596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -6644607.000000 Penalty: 5436.914551
	Iteration 23Q: 3 clusters Score -6644607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -6644612.000000 Penalty: 5436.914551
	Iteration 24Q: 3 clusters Score -6644612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -6644621.000000 Penalty: 5436.914551
	Iteration 25Q: 3 clusters Score -6644621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -6644621.500000 Penalty: 5436.914551
	Iteration 26Q: 3 clusters Score -6644622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -6644625.000000 Penalty: 5436.914551
	Iteration 27Q: 3 clusters Score -6644625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -6644639.000000 Penalty: 5436.914551
	Iteration 28Q: 3 clusters Score -6644639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -6644640.500000 Penalty: 5436.914551
	Iteration 29Q: 3 clusters Score -6644640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -6644642.500000 Penalty: 5436.914551
	Iteration 30Q: 3 clusters Score -6644642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -6644655.500000 Penalty: 5436.914551
	Iteration 31Q: 3 clusters Score -6644656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -6644657.000000 Penalty: 5436.914551
	Iteration 32Q: 3 clusters Score -6644657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6644658.000000 Penalty: 5436.914551
	Iteration 33Q: 3 clusters Score -6644658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -6644657.500000 Penalty: 5436.914551
	Iteration 34Q: 3 clusters Score -6644658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -6644654.500000 Penalty: 5436.914551
	Iteration 35Q: 3 clusters Score -6644654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -6644656.000000 Penalty: 5436.914551
	Iteration 36Q: 3 clusters Score -6644656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -6644661.000000 Penalty: 5436.914551
	Iteration 37Q: 3 clusters Score -6644661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -6644657.500000 Penalty: 5436.914551
	Iteration 38Q: 3 clusters Score -6644658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -6644659.500000 Penalty: 5436.914551
	Iteration 39Q: 3 clusters Score -6644660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -6644661.000000 Penalty: 5436.914551
	Iteration 40F: 3 clusters Score -6644661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -6644666.000000 Penalty: 5436.914551
	Iteration 41Q: 3 clusters Score -6644666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -6644666.500000 Penalty: 5436.914551
	Iteration 42Q: 3 clusters Score -6644666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6644672.000000 Penalty: 5436.914551
	Iteration 43Q: 3 clusters Score -6644672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6644674.000000 Penalty: 5436.914551
	Iteration 44Q: 3 clusters Score -6644674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -6644674.500000 Penalty: 5436.914551
	Iteration 45Q: 3 clusters Score -6644674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -6644670.000000 Penalty: 5436.914551
	Iteration 46Q: 3 clusters Score -6644670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -6644671.500000 Penalty: 5436.914551
	Iteration 47Q: 3 clusters Score -6644672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -6644674.000000 Penalty: 5436.914551
	Iteration 48Q: 3 clusters Score -6644674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -6644675.000000 Penalty: 5436.914551
	Iteration 49Q: 3 clusters Score -6644675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -6644679.500000 Penalty: 5436.914551
	Iteration 50Q: 3 clusters Score -6644680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -6644681.500000 Penalty: 5436.914551
	Iteration 51Q: 3 clusters Score -6644682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -6644678.500000 Penalty: 5436.914551
	Iteration 52Q: 3 clusters Score -6644678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -6644679.000000 Penalty: 5436.914551
	Iteration 53Q: 3 clusters Score -6644679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -6644681.000000 Penalty: 5436.914551
	Iteration 54Q: 3 clusters Score -6644681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -6644681.000000 Penalty: 5436.914551
	Iteration 55F: 3 clusters Score -6644681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Entering Unmasked Estep 
Score: -6046267.500000 Penalty: 2691.289551
	Iteration 0F: 2 clusters Score -6046268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6011237.000000 Penalty: 5382.579102
	Iteration 0F: 3 clusters Score -6011237 nChanged 24095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -6024662.000000 Penalty: 5382.579102
	Iteration 1F: 3 clusters Score -6024662 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6025281.000000 Penalty: 5382.579102
	Iteration 2Q: 3 clusters Score -6025281 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -6025980.000000 Penalty: 5382.579102
	Iteration 3Q: 3 clusters Score -6025980 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6026890.500000 Penalty: 5382.579102
	Iteration 4Q: 3 clusters Score -6026890 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -6028350.000000 Penalty: 5382.579102
	Iteration 5F: 3 clusters Score -6028350 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6030546.500000 Penalty: 5382.579102
	Iteration 6F: 3 clusters Score -6030546 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -6033738.500000 Penalty: 5382.579102
	Iteration 7F: 3 clusters Score -6033738 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -6037274.000000 Penalty: 5382.579102
	Iteration 8F: 3 clusters Score -6037274 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6040187.500000 Penalty: 5382.579102
	Iteration 9F: 3 clusters Score -6040188 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -6042065.500000 Penalty: 5382.579102
	Iteration 10Q: 3 clusters Score -6042066 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -6043060.500000 Penalty: 5382.579102
	Iteration 11Q: 3 clusters Score -6043060 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -6043542.500000 Penalty: 5382.579102
	Iteration 12Q: 3 clusters Score -6043542 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -6043669.500000 Penalty: 5382.579102
	Iteration 13Q: 3 clusters Score -6043670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6043741.500000 Penalty: 5382.579102
	Iteration 14Q: 3 clusters Score -6043742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -6043791.000000 Penalty: 5382.579102
	Iteration 15Q: 3 clusters Score -6043791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6043849.000000 Penalty: 5382.579102
	Iteration 16Q: 3 clusters Score -6043849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6043897.000000 Penalty: 5382.579102
	Iteration 17Q: 3 clusters Score -6043897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -6043918.500000 Penalty: 5382.579102
	Iteration 18Q: 3 clusters Score -6043918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6043921.000000 Penalty: 5382.579102
	Iteration 19Q: 3 clusters Score -6043921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -6043932.000000 Penalty: 5382.579102
	Iteration 20F: 3 clusters Score -6043932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -6043941.000000 Penalty: 5382.579102
	Iteration 21Q: 3 clusters Score -6043941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6043938.500000 Penalty: 5382.579102
	Iteration 22Q: 3 clusters Score -6043938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6043948.500000 Penalty: 5382.579102
	Iteration 23Q: 3 clusters Score -6043948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6043952.500000 Penalty: 5382.579102
	Iteration 24Q: 3 clusters Score -6043952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6043946.000000 Penalty: 5382.579102
	Iteration 25Q: 3 clusters Score -6043946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6043946.500000 Penalty: 5382.579102
	Iteration 26Q: 3 clusters Score -6043946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6043945.000000 Penalty: 5382.579102
	Iteration 27Q: 3 clusters Score -6043945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6043945.000000 Penalty: 5382.579102
	Iteration 28F: 3 clusters Score -6043945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -602745.687500 Penalty: 2170.404785
	Iteration 0F: 2 clusters Score -602745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -597346.187500 Penalty: 4340.809570
	Iteration 0F: 3 clusters Score -597346.2 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -598835.000000 Penalty: 4340.809570
	Iteration 1F: 3 clusters Score -598835 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -599344.937500 Penalty: 4340.809570
	Iteration 2F: 3 clusters Score -599344.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -599946.125000 Penalty: 4340.809570
	Iteration 3F: 3 clusters Score -599946.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -600507.062500 Penalty: 4340.809570
	Iteration 4F: 3 clusters Score -600507.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -600932.312500 Penalty: 4340.809570
	Iteration 5F: 3 clusters Score -600932.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -601195.125000 Penalty: 4340.809570
	Iteration 6F: 3 clusters Score -601195.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -601442.937500 Penalty: 4340.809570
	Iteration 7Q: 3 clusters Score -601442.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -601642.687500 Penalty: 4340.809570
	Iteration 8Q: 3 clusters Score -601642.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -601759.000000 Penalty: 4340.809570
	Iteration 9Q: 3 clusters Score -601759 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -601828.625000 Penalty: 4340.809570
	Iteration 10Q: 3 clusters Score -601828.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -601874.937500 Penalty: 4340.809570
	Iteration 11Q: 3 clusters Score -601874.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -601907.937500 Penalty: 4340.809570
	Iteration 12Q: 3 clusters Score -601907.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -601921.812500 Penalty: 4340.809570
	Iteration 13Q: 3 clusters Score -601921.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -601930.875000 Penalty: 4340.809570
	Iteration 14Q: 3 clusters Score -601930.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -601936.812500 Penalty: 4340.809570
	Iteration 15Q: 3 clusters Score -601936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -601943.750000 Penalty: 4340.809570
	Iteration 16Q: 3 clusters Score -601943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -601947.312500 Penalty: 4340.809570
	Iteration 17Q: 3 clusters Score -601947.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -601950.437500 Penalty: 4340.809570
	Iteration 18Q: 3 clusters Score -601950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -601954.875000 Penalty: 4340.809570
	Iteration 19Q: 3 clusters Score -601954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -601954.500000 Penalty: 4340.809570
	Iteration 20F: 3 clusters Score -601954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -601955.062500 Penalty: 4340.809570
	Iteration 21Q: 3 clusters Score -601955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -601957.437500 Penalty: 4340.809570
	Iteration 22Q: 3 clusters Score -601957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -601958.375000 Penalty: 4340.809570
	Iteration 23Q: 3 clusters Score -601958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -601960.000000 Penalty: 4340.809570
	Iteration 24Q: 3 clusters Score -601960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -601961.875000 Penalty: 4340.809570
	Iteration 25Q: 3 clusters Score -601961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -601962.437500 Penalty: 4340.809570
	Iteration 26Q: 3 clusters Score -601962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -601963.125000 Penalty: 4340.809570
	Iteration 27Q: 3 clusters Score -601963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -601964.375000 Penalty: 4340.809570
	Iteration 28Q: 3 clusters Score -601964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -601965.375000 Penalty: 4340.809570
	Iteration 29Q: 3 clusters Score -601965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -601965.250000 Penalty: 4340.809570
	Iteration 30Q: 3 clusters Score -601965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -601965.062500 Penalty: 4340.809570
	Iteration 31Q: 3 clusters Score -601965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -601966.937500 Penalty: 4340.809570
	Iteration 32Q: 3 clusters Score -601966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -601966.937500 Penalty: 4340.809570
	Iteration 33F: 3 clusters Score -601966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Entering Unmasked Estep 
Score: -4469945.000000 Penalty: 2619.630615
	Iteration 0F: 2 clusters Score -4469945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4443821.500000 Penalty: 5239.261230
	Iteration 0F: 3 clusters Score -4443822 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4453738.500000 Penalty: 5239.261230
	Iteration 1F: 3 clusters Score -4453738 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4454900.500000 Penalty: 5239.261230
	Iteration 2F: 3 clusters Score -4454900 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4456489.500000 Penalty: 5239.261230
	Iteration 3F: 3 clusters Score -4456490 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4458478.000000 Penalty: 5239.261230
	Iteration 4F: 3 clusters Score -4458478 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4460465.000000 Penalty: 5239.261230
	Iteration 5F: 3 clusters Score -4460465 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4462045.500000 Penalty: 5239.261230
	Iteration 6F: 3 clusters Score -4462046 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4463240.000000 Penalty: 5239.261230
	Iteration 7F: 3 clusters Score -4463240 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4464070.000000 Penalty: 5239.261230
	Iteration 8Q: 3 clusters Score -4464070 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4464686.500000 Penalty: 5239.261230
	Iteration 9Q: 3 clusters Score -4464686 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4465239.500000 Penalty: 5239.261230
	Iteration 10Q: 3 clusters Score -4465240 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4465703.500000 Penalty: 5239.261230
	Iteration 11Q: 3 clusters Score -4465704 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4466115.500000 Penalty: 5239.261230
	Iteration 12Q: 3 clusters Score -4466116 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4466471.000000 Penalty: 5239.261230
	Iteration 13Q: 3 clusters Score -4466471 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4466760.000000 Penalty: 5239.261230
	Iteration 14Q: 3 clusters Score -4466760 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4466998.000000 Penalty: 5239.261230
	Iteration 15Q: 3 clusters Score -4466998 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4467181.500000 Penalty: 5239.261230
	Iteration 16Q: 3 clusters Score -4467182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4467315.000000 Penalty: 5239.261230
	Iteration 17Q: 3 clusters Score -4467315 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4467403.000000 Penalty: 5239.261230
	Iteration 18Q: 3 clusters Score -4467403 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4467478.000000 Penalty: 5239.261230
	Iteration 19Q: 3 clusters Score -4467478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4467539.500000 Penalty: 5239.261230
	Iteration 20F: 3 clusters Score -4467540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4467587.500000 Penalty: 5239.261230
	Iteration 21Q: 3 clusters Score -4467588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4467644.500000 Penalty: 5239.261230
	Iteration 22Q: 3 clusters Score -4467644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4467674.500000 Penalty: 5239.261230
	Iteration 23Q: 3 clusters Score -4467674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4467696.000000 Penalty: 5239.261230
	Iteration 24Q: 3 clusters Score -4467696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4467730.000000 Penalty: 5239.261230
	Iteration 25Q: 3 clusters Score -4467730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4467744.000000 Penalty: 5239.261230
	Iteration 26Q: 3 clusters Score -4467744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4467753.000000 Penalty: 5239.261230
	Iteration 27Q: 3 clusters Score -4467753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4467752.500000 Penalty: 5239.261230
	Iteration 28Q: 3 clusters Score -4467752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4467756.500000 Penalty: 5239.261230
	Iteration 29Q: 3 clusters Score -4467756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4467754.500000 Penalty: 5239.261230
	Iteration 30Q: 3 clusters Score -4467754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4467760.000000 Penalty: 5239.261230
	Iteration 31Q: 3 clusters Score -4467760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4467768.000000 Penalty: 5239.261230
	Iteration 32Q: 3 clusters Score -4467768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4467774.500000 Penalty: 5239.261230
	Iteration 33Q: 3 clusters Score -4467774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4467774.000000 Penalty: 5239.261230
	Iteration 34Q: 3 clusters Score -4467774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4467772.000000 Penalty: 5239.261230
	Iteration 35Q: 3 clusters Score -4467772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4467777.500000 Penalty: 5239.261230
	Iteration 36Q: 3 clusters Score -4467778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4467777.500000 Penalty: 5239.261230
	Iteration 37F: 3 clusters Score -4467778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (248088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248088 members 
Entering Unmasked Estep 
Score: -29081252.000000 Penalty: 3080.541504
	Iteration 0F: 2 clusters Score -2.908125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 124553 members 
Entering Unmasked Estep 
Score: -28923886.000000 Penalty: 6161.083008
	Iteration 0F: 3 clusters Score -2.892389e+07 nChanged 119811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -28995990.000000 Penalty: 6161.083008
	Iteration 1F: 3 clusters Score -2.899599e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 144874 members 
Entering Unmasked Estep 
Score: -28999688.000000 Penalty: 6161.083008
	Iteration 2Q: 3 clusters Score -2.899969e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -29006338.000000 Penalty: 6161.083008
	Iteration 3F: 3 clusters Score -2.900634e+07 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -29017702.000000 Penalty: 6161.083008
	Iteration 4F: 3 clusters Score -2.90177e+07 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -29033208.000000 Penalty: 6161.083008
	Iteration 5F: 3 clusters Score -2.903321e+07 nChanged 20884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 216518 members 
Entering Unmasked Estep 
Score: -29049122.000000 Penalty: 6161.083008
	Iteration 6F: 3 clusters Score -2.904912e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 232920 members 
Entering Unmasked Estep 
Score: -29063700.000000 Penalty: 6161.083008
	Iteration 7F: 3 clusters Score -2.90637e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 242485 members 
Entering Unmasked Estep 
Score: -29072850.000000 Penalty: 6161.083008
	Iteration 8Q: 3 clusters Score -2.907285e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 246357 members 
Entering Unmasked Estep 
Score: -29076668.000000 Penalty: 6161.083008
	Iteration 9Q: 3 clusters Score -2.907667e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 247443 members 
Entering Unmasked Estep 
Score: -29077840.000000 Penalty: 6161.083008
	Iteration 10Q: 3 clusters Score -2.907784e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 247681 members 
Entering Unmasked Estep 
Score: -29078162.000000 Penalty: 6161.083008
	Iteration 11Q: 3 clusters Score -2.907816e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 247746 members 
Entering Unmasked Estep 
Score: -29078266.000000 Penalty: 6161.083008
	Iteration 12Q: 3 clusters Score -2.907827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 247773 members 
Entering Unmasked Estep 
Score: -29078346.000000 Penalty: 6161.083008
	Iteration 13Q: 3 clusters Score -2.907835e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247791 members 
Entering Unmasked Estep 
Score: -29078396.000000 Penalty: 6161.083008
	Iteration 14Q: 3 clusters Score -2.90784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247788 members 
Entering Unmasked Estep 
Score: -29078438.000000 Penalty: 6161.083008
	Iteration 15Q: 3 clusters Score -2.907844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247795 members 
Entering Unmasked Estep 
Score: -29078450.000000 Penalty: 6161.083008
	Iteration 16Q: 3 clusters Score -2.907845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247797 members 
Entering Unmasked Estep 
Score: -29078464.000000 Penalty: 6161.083008
	Iteration 17Q: 3 clusters Score -2.907846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 247798 members 
Entering Unmasked Estep 
Score: -29078464.000000 Penalty: 6161.083008
	Iteration 18Q: 3 clusters Score -2.907846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 247803 members 
Entering Unmasked Estep 
Score: -29078512.000000 Penalty: 6161.083008
	Iteration 19Q: 3 clusters Score -2.907851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 247808 members 
Entering Unmasked Estep 
Score: -29078506.000000 Penalty: 6161.083008
	Iteration 20F: 3 clusters Score -2.907851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 247810 members 
Entering Unmasked Estep 
Score: -29078508.000000 Penalty: 6161.083008
	Iteration 21Q: 3 clusters Score -2.907851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 247813 members 
Entering Unmasked Estep 
Score: -29078524.000000 Penalty: 6161.083008
	Iteration 22Q: 3 clusters Score -2.907852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247815 members 
Entering Unmasked Estep 
Score: -29078534.000000 Penalty: 6161.083008
	Iteration 23Q: 3 clusters Score -2.907853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247815 members 
Entering Unmasked Estep 
Score: -29078534.000000 Penalty: 6161.083008
	Iteration 24F: 3 clusters Score -2.907853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Entering Unmasked Estep 
Score: -3883666.500000 Penalty: 2586.138916
	Iteration 0F: 2 clusters Score -3883666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3860691.500000 Penalty: 5172.277832
	Iteration 0F: 3 clusters Score -3860692 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3869220.750000 Penalty: 5172.277832
	Iteration 1F: 3 clusters Score -3869221 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3869756.000000 Penalty: 5172.277832
	Iteration 2Q: 3 clusters Score -3869756 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3870292.750000 Penalty: 5172.277832
	Iteration 3Q: 3 clusters Score -3870293 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3870904.500000 Penalty: 5172.277832
	Iteration 4Q: 3 clusters Score -3870904 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3871698.000000 Penalty: 5172.277832
	Iteration 5Q: 3 clusters Score -3871698 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3872679.750000 Penalty: 5172.277832
	Iteration 6F: 3 clusters Score -3872680 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3873861.250000 Penalty: 5172.277832
	Iteration 7F: 3 clusters Score -3873861 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3875072.250000 Penalty: 5172.277832
	Iteration 8F: 3 clusters Score -3875072 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3876217.250000 Penalty: 5172.277832
	Iteration 9F: 3 clusters Score -3876217 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3877194.500000 Penalty: 5172.277832
	Iteration 10Q: 3 clusters Score -3877194 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3878034.500000 Penalty: 5172.277832
	Iteration 11Q: 3 clusters Score -3878034 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3878780.500000 Penalty: 5172.277832
	Iteration 12Q: 3 clusters Score -3878780 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3879438.000000 Penalty: 5172.277832
	Iteration 13Q: 3 clusters Score -3879438 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3880043.750000 Penalty: 5172.277832
	Iteration 14Q: 3 clusters Score -3880044 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3880475.750000 Penalty: 5172.277832
	Iteration 15Q: 3 clusters Score -3880476 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3880762.500000 Penalty: 5172.277832
	Iteration 16Q: 3 clusters Score -3880762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3880953.750000 Penalty: 5172.277832
	Iteration 17Q: 3 clusters Score -3880954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3881094.750000 Penalty: 5172.277832
	Iteration 18Q: 3 clusters Score -3881095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3881173.250000 Penalty: 5172.277832
	Iteration 19Q: 3 clusters Score -3881173 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3881237.250000 Penalty: 5172.277832
	Iteration 20F: 3 clusters Score -3881237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3881281.500000 Penalty: 5172.277832
	Iteration 21Q: 3 clusters Score -3881282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3881301.000000 Penalty: 5172.277832
	Iteration 22Q: 3 clusters Score -3881301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3881318.000000 Penalty: 5172.277832
	Iteration 23Q: 3 clusters Score -3881318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3881342.500000 Penalty: 5172.277832
	Iteration 24Q: 3 clusters Score -3881342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3881361.750000 Penalty: 5172.277832
	Iteration 25Q: 3 clusters Score -3881362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3881363.750000 Penalty: 5172.277832
	Iteration 26Q: 3 clusters Score -3881364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3881376.500000 Penalty: 5172.277832
	Iteration 27Q: 3 clusters Score -3881376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3881381.500000 Penalty: 5172.277832
	Iteration 28Q: 3 clusters Score -3881382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3881386.750000 Penalty: 5172.277832
	Iteration 29Q: 3 clusters Score -3881387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3881388.750000 Penalty: 5172.277832
	Iteration 30Q: 3 clusters Score -3881389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3881392.250000 Penalty: 5172.277832
	Iteration 31Q: 3 clusters Score -3881392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3881397.500000 Penalty: 5172.277832
	Iteration 32Q: 3 clusters Score -3881398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3881406.000000 Penalty: 5172.277832
	Iteration 33Q: 3 clusters Score -3881406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3881406.750000 Penalty: 5172.277832
	Iteration 34Q: 3 clusters Score -3881407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3881409.750000 Penalty: 5172.277832
	Iteration 35Q: 3 clusters Score -3881410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3881414.500000 Penalty: 5172.277832
	Iteration 36Q: 3 clusters Score -3881414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3881416.000000 Penalty: 5172.277832
	Iteration 37Q: 3 clusters Score -3881416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3881418.750000 Penalty: 5172.277832
	Iteration 38Q: 3 clusters Score -3881419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3881415.750000 Penalty: 5172.277832
	Iteration 39Q: 3 clusters Score -3881416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3881419.500000 Penalty: 5172.277832
	Iteration 40F: 3 clusters Score -3881420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3881419.750000 Penalty: 5172.277832
	Iteration 41Q: 3 clusters Score -3881420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3881418.500000 Penalty: 5172.277832
	Iteration 42Q: 3 clusters Score -3881418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3881418.500000 Penalty: 5172.277832
	Iteration 43F: 3 clusters Score -3881418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Entering Unmasked Estep 
Score: -1478400.250000 Penalty: 2341.873535
	Iteration 0F: 2 clusters Score -1478400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1469036.875000 Penalty: 4683.747070
	Iteration 0F: 3 clusters Score -1469037 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1472084.500000 Penalty: 4683.747070
	Iteration 1F: 3 clusters Score -1472084 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1472650.750000 Penalty: 4683.747070
	Iteration 2F: 3 clusters Score -1472651 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1473144.250000 Penalty: 4683.747070
	Iteration 3F: 3 clusters Score -1473144 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1473572.500000 Penalty: 4683.747070
	Iteration 4F: 3 clusters Score -1473572 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1473951.375000 Penalty: 4683.747070
	Iteration 5F: 3 clusters Score -1473951 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1474323.250000 Penalty: 4683.747070
	Iteration 6F: 3 clusters Score -1474323 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1474658.625000 Penalty: 4683.747070
	Iteration 7Q: 3 clusters Score -1474659 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1474923.750000 Penalty: 4683.747070
	Iteration 8Q: 3 clusters Score -1474924 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1475165.875000 Penalty: 4683.747070
	Iteration 9Q: 3 clusters Score -1475166 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1475346.000000 Penalty: 4683.747070
	Iteration 10Q: 3 clusters Score -1475346 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1475491.875000 Penalty: 4683.747070
	Iteration 11Q: 3 clusters Score -1475492 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1475600.625000 Penalty: 4683.747070
	Iteration 12Q: 3 clusters Score -1475601 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1475696.000000 Penalty: 4683.747070
	Iteration 13Q: 3 clusters Score -1475696 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1475765.375000 Penalty: 4683.747070
	Iteration 14Q: 3 clusters Score -1475765 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1475832.625000 Penalty: 4683.747070
	Iteration 15Q: 3 clusters Score -1475833 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1475887.250000 Penalty: 4683.747070
	Iteration 16Q: 3 clusters Score -1475887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1475935.000000 Penalty: 4683.747070
	Iteration 17Q: 3 clusters Score -1475935 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1475970.250000 Penalty: 4683.747070
	Iteration 18Q: 3 clusters Score -1475970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1475990.125000 Penalty: 4683.747070
	Iteration 19Q: 3 clusters Score -1475990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1476012.250000 Penalty: 4683.747070
	Iteration 20F: 3 clusters Score -1476012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1476019.875000 Penalty: 4683.747070
	Iteration 21Q: 3 clusters Score -1476020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1476036.125000 Penalty: 4683.747070
	Iteration 22Q: 3 clusters Score -1476036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1476042.875000 Penalty: 4683.747070
	Iteration 23Q: 3 clusters Score -1476043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1476054.750000 Penalty: 4683.747070
	Iteration 24Q: 3 clusters Score -1476055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1476071.375000 Penalty: 4683.747070
	Iteration 25Q: 3 clusters Score -1476071 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1476089.250000 Penalty: 4683.747070
	Iteration 26Q: 3 clusters Score -1476089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1476100.500000 Penalty: 4683.747070
	Iteration 27Q: 3 clusters Score -1476100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1476116.375000 Penalty: 4683.747070
	Iteration 28Q: 3 clusters Score -1476116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1476129.250000 Penalty: 4683.747070
	Iteration 29Q: 3 clusters Score -1476129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1476136.750000 Penalty: 4683.747070
	Iteration 30Q: 3 clusters Score -1476137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1476145.250000 Penalty: 4683.747070
	Iteration 31Q: 3 clusters Score -1476145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1476155.000000 Penalty: 4683.747070
	Iteration 32Q: 3 clusters Score -1476155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1476169.125000 Penalty: 4683.747070
	Iteration 33Q: 3 clusters Score -1476169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1476166.500000 Penalty: 4683.747070
	Iteration 34Q: 3 clusters Score -1476166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1476175.875000 Penalty: 4683.747070
	Iteration 35Q: 3 clusters Score -1476176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1476183.625000 Penalty: 4683.747070
	Iteration 36Q: 3 clusters Score -1476184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1476190.250000 Penalty: 4683.747070
	Iteration 37Q: 3 clusters Score -1476190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1476198.250000 Penalty: 4683.747070
	Iteration 38Q: 3 clusters Score -1476198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1476203.500000 Penalty: 4683.747070
	Iteration 39Q: 3 clusters Score -1476204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1476211.375000 Penalty: 4683.747070
	Iteration 40F: 3 clusters Score -1476211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1476217.375000 Penalty: 4683.747070
	Iteration 41Q: 3 clusters Score -1476217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1476220.750000 Penalty: 4683.747070
	Iteration 42Q: 3 clusters Score -1476221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1476225.625000 Penalty: 4683.747070
	Iteration 43Q: 3 clusters Score -1476226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1476231.125000 Penalty: 4683.747070
	Iteration 44Q: 3 clusters Score -1476231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1476237.500000 Penalty: 4683.747070
	Iteration 45Q: 3 clusters Score -1476238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1476235.500000 Penalty: 4683.747070
	Iteration 46Q: 3 clusters Score -1476236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1476238.750000 Penalty: 4683.747070
	Iteration 47Q: 3 clusters Score -1476239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1476245.625000 Penalty: 4683.747070
	Iteration 48Q: 3 clusters Score -1476246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1476240.250000 Penalty: 4683.747070
	Iteration 49Q: 3 clusters Score -1476240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1476243.625000 Penalty: 4683.747070
	Iteration 50Q: 3 clusters Score -1476244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1476243.375000 Penalty: 4683.747070
	Iteration 51Q: 3 clusters Score -1476243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1476249.125000 Penalty: 4683.747070
	Iteration 52Q: 3 clusters Score -1476249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1476251.375000 Penalty: 4683.747070
	Iteration 53Q: 3 clusters Score -1476251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1476253.500000 Penalty: 4683.747070
	Iteration 54Q: 3 clusters Score -1476254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1476254.375000 Penalty: 4683.747070
	Iteration 55Q: 3 clusters Score -1476254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1476258.000000 Penalty: 4683.747070
	Iteration 56Q: 3 clusters Score -1476258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1476253.625000 Penalty: 4683.747070
	Iteration 57Q: 3 clusters Score -1476254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1476256.375000 Penalty: 4683.747070
	Iteration 58Q: 3 clusters Score -1476256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1476262.875000 Penalty: 4683.747070
	Iteration 59Q: 3 clusters Score -1476263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1476270.500000 Penalty: 4683.747070
	Iteration 60F: 3 clusters Score -1476270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1476275.375000 Penalty: 4683.747070
	Iteration 61Q: 3 clusters Score -1476275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1476277.875000 Penalty: 4683.747070
	Iteration 62Q: 3 clusters Score -1476278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1476275.125000 Penalty: 4683.747070
	Iteration 63Q: 3 clusters Score -1476275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1476279.375000 Penalty: 4683.747070
	Iteration 64Q: 3 clusters Score -1476279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1476280.625000 Penalty: 4683.747070
	Iteration 65Q: 3 clusters Score -1476281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1476281.375000 Penalty: 4683.747070
	Iteration 66Q: 3 clusters Score -1476281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1476283.875000 Penalty: 4683.747070
	Iteration 67Q: 3 clusters Score -1476284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1476284.750000 Penalty: 4683.747070
	Iteration 68Q: 3 clusters Score -1476285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1476280.125000 Penalty: 4683.747070
	Iteration 69Q: 3 clusters Score -1476280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1476283.875000 Penalty: 4683.747070
	Iteration 70Q: 3 clusters Score -1476284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1476287.875000 Penalty: 4683.747070
	Iteration 71Q: 3 clusters Score -1476288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1476291.375000 Penalty: 4683.747070
	Iteration 72Q: 3 clusters Score -1476291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1476286.875000 Penalty: 4683.747070
	Iteration 73Q: 3 clusters Score -1476287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1476285.875000 Penalty: 4683.747070
	Iteration 74Q: 3 clusters Score -1476286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1476290.375000 Penalty: 4683.747070
	Iteration 75Q: 3 clusters Score -1476290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1476294.125000 Penalty: 4683.747070
	Iteration 76Q: 3 clusters Score -1476294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1476293.625000 Penalty: 4683.747070
	Iteration 77Q: 3 clusters Score -1476294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1476293.250000 Penalty: 4683.747070
	Iteration 78Q: 3 clusters Score -1476293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1476295.250000 Penalty: 4683.747070
	Iteration 79Q: 3 clusters Score -1476295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1476296.375000 Penalty: 4683.747070
	Iteration 80F: 3 clusters Score -1476296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1476297.625000 Penalty: 4683.747070
	Iteration 81Q: 3 clusters Score -1476298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1476299.625000 Penalty: 4683.747070
	Iteration 82Q: 3 clusters Score -1476300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1476300.375000 Penalty: 4683.747070
	Iteration 83Q: 3 clusters Score -1476300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1476298.625000 Penalty: 4683.747070
	Iteration 84Q: 3 clusters Score -1476299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1476298.125000 Penalty: 4683.747070
	Iteration 85Q: 3 clusters Score -1476298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1476299.500000 Penalty: 4683.747070
	Iteration 86Q: 3 clusters Score -1476300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1476297.125000 Penalty: 4683.747070
	Iteration 87Q: 3 clusters Score -1476297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1476297.125000 Penalty: 4683.747070
	Iteration 88F: 3 clusters Score -1476297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -267680.500000 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -267680.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -264817.531250 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -264817.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265325.593750 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -265325.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -265448.218750 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -265448.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -265517.968750 Penalty: 3846.647949
	Iteration 3Q: 3 clusters Score -265518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -265567.937500 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -265567.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -265605.656250 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -265605.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -265633.593750 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -265633.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -265653.250000 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -265653.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -265669.187500 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -265669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -265682.843750 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -265682.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -265697.625000 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -265697.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -265715.718750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -265715.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -265730.468750 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -265730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -265752.687500 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -265752.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -265770.250000 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -265770.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -265782.468750 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -265782.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -265793.906250 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -265793.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -265805.687500 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -265805.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -265819.531250 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -265819.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -265829.312500 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -265829.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -265839.343750 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -265839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -265843.375000 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -265843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -265849.500000 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -265849.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -265855.062500 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -265855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -265859.125000 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -265859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -265862.593750 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -265862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -265864.500000 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -265864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -265867.187500 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -265867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -265872.000000 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -265872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -265877.875000 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -265877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -265880.250000 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -265880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -265880.406250 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -265880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -265880.937500 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -265880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -265881.562500 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -265881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -265881.562500 Penalty: 3846.647949
	Iteration 34F: 3 clusters Score -265881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (140234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Entering Unmasked Estep 
Score: -16173382.000000 Penalty: 2939.064697
	Iteration 0F: 2 clusters Score -1.617338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -16079560.000000 Penalty: 5878.129395
	Iteration 0F: 3 clusters Score -1.607956e+07 nChanged 66896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -16118456.000000 Penalty: 5878.129395
	Iteration 1F: 3 clusters Score -1.611846e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -16119748.000000 Penalty: 5878.129395
	Iteration 2Q: 3 clusters Score -1.611975e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -16121400.000000 Penalty: 5878.129395
	Iteration 3Q: 3 clusters Score -1.61214e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -16123811.000000 Penalty: 5878.129395
	Iteration 4Q: 3 clusters Score -1.612381e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -16127490.000000 Penalty: 5878.129395
	Iteration 5F: 3 clusters Score -1.612749e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -16133173.000000 Penalty: 5878.129395
	Iteration 6F: 3 clusters Score -1.613317e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -16141122.000000 Penalty: 5878.129395
	Iteration 7F: 3 clusters Score -1.614112e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -16150357.000000 Penalty: 5878.129395
	Iteration 8F: 3 clusters Score -1.615036e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -16158806.000000 Penalty: 5878.129395
	Iteration 9F: 3 clusters Score -1.615881e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -16164781.000000 Penalty: 5878.129395
	Iteration 10Q: 3 clusters Score -1.616478e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135472 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -16167971.000000 Penalty: 5878.129395
	Iteration 11Q: 3 clusters Score -1.616797e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137222 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -16169507.000000 Penalty: 5878.129395
	Iteration 12Q: 3 clusters Score -1.616951e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -16170198.000000 Penalty: 5878.129395
	Iteration 13Q: 3 clusters Score -1.61702e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16170536.000000 Penalty: 5878.129395
	Iteration 14Q: 3 clusters Score -1.617054e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16170736.000000 Penalty: 5878.129395
	Iteration 15Q: 3 clusters Score -1.617074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16170851.000000 Penalty: 5878.129395
	Iteration 16Q: 3 clusters Score -1.617085e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139006 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -16170961.000000 Penalty: 5878.129395
	Iteration 17Q: 3 clusters Score -1.617096e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139085 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16171049.000000 Penalty: 5878.129395
	Iteration 18Q: 3 clusters Score -1.617105e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -16171076.000000 Penalty: 5878.129395
	Iteration 19Q: 3 clusters Score -1.617108e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16171105.000000 Penalty: 5878.129395
	Iteration 20F: 3 clusters Score -1.61711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139198 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16171137.000000 Penalty: 5878.129395
	Iteration 21Q: 3 clusters Score -1.617114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -16171156.000000 Penalty: 5878.129395
	Iteration 22Q: 3 clusters Score -1.617116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139238 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16171167.000000 Penalty: 5878.129395
	Iteration 23Q: 3 clusters Score -1.617117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139253 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16171197.000000 Penalty: 5878.129395
	Iteration 24Q: 3 clusters Score -1.61712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -16171220.000000 Penalty: 5878.129395
	Iteration 25Q: 3 clusters Score -1.617122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139282 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16171212.000000 Penalty: 5878.129395
	Iteration 26Q: 3 clusters Score -1.617121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139299 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16171244.000000 Penalty: 5878.129395
	Iteration 27Q: 3 clusters Score -1.617124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16171262.000000 Penalty: 5878.129395
	Iteration 28Q: 3 clusters Score -1.617126e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -16171295.000000 Penalty: 5878.129395
	Iteration 29Q: 3 clusters Score -1.61713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16171293.000000 Penalty: 5878.129395
	Iteration 30Q: 3 clusters Score -1.617129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16171304.000000 Penalty: 5878.129395
	Iteration 31Q: 3 clusters Score -1.61713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139344 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16171309.000000 Penalty: 5878.129395
	Iteration 32Q: 3 clusters Score -1.617131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139347 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16171328.000000 Penalty: 5878.129395
	Iteration 33Q: 3 clusters Score -1.617133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16171334.000000 Penalty: 5878.129395
	Iteration 34Q: 3 clusters Score -1.617133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139355 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16171335.000000 Penalty: 5878.129395
	Iteration 35Q: 3 clusters Score -1.617134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139358 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16171335.000000 Penalty: 5878.129395
	Iteration 36Q: 3 clusters Score -1.617134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139362 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16171335.000000 Penalty: 5878.129395
	Iteration 37Q: 3 clusters Score -1.617134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16171345.000000 Penalty: 5878.129395
	Iteration 38Q: 3 clusters Score -1.617134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16171354.000000 Penalty: 5878.129395
	Iteration 39Q: 3 clusters Score -1.617135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139369 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16171352.000000 Penalty: 5878.129395
	Iteration 40F: 3 clusters Score -1.617135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139372 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16171350.000000 Penalty: 5878.129395
	Iteration 41Q: 3 clusters Score -1.617135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16171346.000000 Penalty: 5878.129395
	Iteration 42Q: 3 clusters Score -1.617135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139379 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16171343.000000 Penalty: 5878.129395
	Iteration 43Q: 3 clusters Score -1.617134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139380 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16171338.000000 Penalty: 5878.129395
	Iteration 44Q: 3 clusters Score -1.617134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139380 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16171351.000000 Penalty: 5878.129395
	Iteration 45Q: 3 clusters Score -1.617135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16171337.000000 Penalty: 5878.129395
	Iteration 46Q: 3 clusters Score -1.617134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16171337.000000 Penalty: 5878.129395
	Iteration 47F: 3 clusters Score -1.617134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -246648.859375 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -246648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -243735.453125 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -243735.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -244489.968750 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -244490 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -244864.578125 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -244864.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -245208.500000 Penalty: 3895.580566
	Iteration 3F: 3 clusters Score -245208.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -245464.484375 Penalty: 3895.580566
	Iteration 4F: 3 clusters Score -245464.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -245648.953125 Penalty: 3895.580566
	Iteration 5F: 3 clusters Score -245649 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245755.968750 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -245756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -245823.015625 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -245823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -245887.109375 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -245887.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -245955.953125 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -245956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -246015.062500 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -246015.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -246055.421875 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -246055.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -246087.953125 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -246088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -246117.875000 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -246117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -246145.484375 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -246145.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -246169.750000 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -246169.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -246193.906250 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -246193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -246209.484375 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -246209.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -246219.953125 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -246220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -246234.281250 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -246234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -246245.640625 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -246245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -246255.875000 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -246255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -246265.734375 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -246265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -246268.187500 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -246268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -246278.953125 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -246279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -246290.484375 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -246290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -246309.234375 Penalty: 3895.580566
	Iteration 26Q: 3 clusters Score -246309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -246316.656250 Penalty: 3895.580566
	Iteration 27Q: 3 clusters Score -246316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -246329.531250 Penalty: 3895.580566
	Iteration 28Q: 3 clusters Score -246329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -246341.453125 Penalty: 3895.580566
	Iteration 29Q: 3 clusters Score -246341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -246350.171875 Penalty: 3895.580566
	Iteration 30Q: 3 clusters Score -246350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -246358.578125 Penalty: 3895.580566
	Iteration 31Q: 3 clusters Score -246358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -246365.265625 Penalty: 3895.580566
	Iteration 32Q: 3 clusters Score -246365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -246372.593750 Penalty: 3895.580566
	Iteration 33Q: 3 clusters Score -246372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -246376.734375 Penalty: 3895.580566
	Iteration 34Q: 3 clusters Score -246376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -246380.062500 Penalty: 3895.580566
	Iteration 35Q: 3 clusters Score -246380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -246381.171875 Penalty: 3895.580566
	Iteration 36Q: 3 clusters Score -246381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -246384.828125 Penalty: 3895.580566
	Iteration 37Q: 3 clusters Score -246384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -246387.796875 Penalty: 3895.580566
	Iteration 38Q: 3 clusters Score -246387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -246391.281250 Penalty: 3895.580566
	Iteration 39Q: 3 clusters Score -246391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -246393.234375 Penalty: 3895.580566
	Iteration 40F: 3 clusters Score -246393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -246396.765625 Penalty: 3895.580566
	Iteration 41Q: 3 clusters Score -246396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -246401.656250 Penalty: 3895.580566
	Iteration 42Q: 3 clusters Score -246401.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -246409.640625 Penalty: 3895.580566
	Iteration 43Q: 3 clusters Score -246409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -246417.218750 Penalty: 3895.580566
	Iteration 44Q: 3 clusters Score -246417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -246433.312500 Penalty: 3895.580566
	Iteration 45Q: 3 clusters Score -246433.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -246450.781250 Penalty: 3895.580566
	Iteration 46Q: 3 clusters Score -246450.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -246462.125000 Penalty: 3895.580566
	Iteration 47Q: 3 clusters Score -246462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -246468.312500 Penalty: 3895.580566
	Iteration 48Q: 3 clusters Score -246468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -246475.593750 Penalty: 3895.580566
	Iteration 49Q: 3 clusters Score -246475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -246476.000000 Penalty: 3895.580566
	Iteration 50Q: 3 clusters Score -246476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -246476.781250 Penalty: 3895.580566
	Iteration 51Q: 3 clusters Score -246476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -246477.296875 Penalty: 3895.580566
	Iteration 52Q: 3 clusters Score -246477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -246478.812500 Penalty: 3895.580566
	Iteration 53Q: 3 clusters Score -246478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -246479.421875 Penalty: 3895.580566
	Iteration 54Q: 3 clusters Score -246479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -246481.062500 Penalty: 3895.580566
	Iteration 55Q: 3 clusters Score -246481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -246482.078125 Penalty: 3895.580566
	Iteration 56Q: 3 clusters Score -246482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -246482.125000 Penalty: 3895.580566
	Iteration 57Q: 3 clusters Score -246482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -246482.125000 Penalty: 3895.580566
	Iteration 58F: 3 clusters Score -246482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Entering Unmasked Estep 
Score: -2528586.750000 Penalty: 2507.968506
	Iteration 0F: 2 clusters Score -2528587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2511570.250000 Penalty: 5015.937012
	Iteration 0F: 3 clusters Score -2511570 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2517826.250000 Penalty: 5015.937012
	Iteration 1F: 3 clusters Score -2517826 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2518778.250000 Penalty: 5015.937012
	Iteration 2F: 3 clusters Score -2518778 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2519822.750000 Penalty: 5015.937012
	Iteration 3F: 3 clusters Score -2519823 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2520805.250000 Penalty: 5015.937012
	Iteration 4F: 3 clusters Score -2520805 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2521633.000000 Penalty: 5015.937012
	Iteration 5F: 3 clusters Score -2521633 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2522297.750000 Penalty: 5015.937012
	Iteration 6F: 3 clusters Score -2522298 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2522794.750000 Penalty: 5015.937012
	Iteration 7Q: 3 clusters Score -2522795 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2523123.000000 Penalty: 5015.937012
	Iteration 8Q: 3 clusters Score -2523123 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2523342.500000 Penalty: 5015.937012
	Iteration 9Q: 3 clusters Score -2523342 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2523524.500000 Penalty: 5015.937012
	Iteration 10Q: 3 clusters Score -2523524 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2523676.750000 Penalty: 5015.937012
	Iteration 11Q: 3 clusters Score -2523677 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2523810.750000 Penalty: 5015.937012
	Iteration 12Q: 3 clusters Score -2523811 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2523907.500000 Penalty: 5015.937012
	Iteration 13Q: 3 clusters Score -2523908 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2524023.000000 Penalty: 5015.937012
	Iteration 14Q: 3 clusters Score -2524023 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2524119.250000 Penalty: 5015.937012
	Iteration 15Q: 3 clusters Score -2524119 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2524221.000000 Penalty: 5015.937012
	Iteration 16Q: 3 clusters Score -2524221 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2524317.500000 Penalty: 5015.937012
	Iteration 17Q: 3 clusters Score -2524318 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2524398.000000 Penalty: 5015.937012
	Iteration 18Q: 3 clusters Score -2524398 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2524478.750000 Penalty: 5015.937012
	Iteration 19Q: 3 clusters Score -2524479 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2524562.500000 Penalty: 5015.937012
	Iteration 20F: 3 clusters Score -2524562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2524648.250000 Penalty: 5015.937012
	Iteration 21Q: 3 clusters Score -2524648 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2524728.000000 Penalty: 5015.937012
	Iteration 22Q: 3 clusters Score -2524728 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2524782.000000 Penalty: 5015.937012
	Iteration 23Q: 3 clusters Score -2524782 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2524847.000000 Penalty: 5015.937012
	Iteration 24Q: 3 clusters Score -2524847 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2524898.250000 Penalty: 5015.937012
	Iteration 25Q: 3 clusters Score -2524898 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2524958.750000 Penalty: 5015.937012
	Iteration 26Q: 3 clusters Score -2524959 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2525012.000000 Penalty: 5015.937012
	Iteration 27Q: 3 clusters Score -2525012 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2525060.500000 Penalty: 5015.937012
	Iteration 28Q: 3 clusters Score -2525060 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2525117.250000 Penalty: 5015.937012
	Iteration 29Q: 3 clusters Score -2525117 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2525154.500000 Penalty: 5015.937012
	Iteration 30Q: 3 clusters Score -2525154 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2525195.500000 Penalty: 5015.937012
	Iteration 31Q: 3 clusters Score -2525196 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2525252.750000 Penalty: 5015.937012
	Iteration 32Q: 3 clusters Score -2525253 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2525310.250000 Penalty: 5015.937012
	Iteration 33Q: 3 clusters Score -2525310 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2525373.750000 Penalty: 5015.937012
	Iteration 34Q: 3 clusters Score -2525374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2525437.750000 Penalty: 5015.937012
	Iteration 35Q: 3 clusters Score -2525438 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2525511.750000 Penalty: 5015.937012
	Iteration 36Q: 3 clusters Score -2525512 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2525587.750000 Penalty: 5015.937012
	Iteration 37Q: 3 clusters Score -2525588 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2525650.750000 Penalty: 5015.937012
	Iteration 38Q: 3 clusters Score -2525651 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2525749.500000 Penalty: 5015.937012
	Iteration 39Q: 3 clusters Score -2525750 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2525857.750000 Penalty: 5015.937012
	Iteration 40F: 3 clusters Score -2525858 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2525974.250000 Penalty: 5015.937012
	Iteration 41Q: 3 clusters Score -2525974 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2526112.500000 Penalty: 5015.937012
	Iteration 42Q: 3 clusters Score -2526112 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2526257.250000 Penalty: 5015.937012
	Iteration 43Q: 3 clusters Score -2526257 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2526418.750000 Penalty: 5015.937012
	Iteration 44Q: 3 clusters Score -2526419 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2526569.250000 Penalty: 5015.937012
	Iteration 45Q: 3 clusters Score -2526569 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2526726.000000 Penalty: 5015.937012
	Iteration 46Q: 3 clusters Score -2526726 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2526862.500000 Penalty: 5015.937012
	Iteration 47Q: 3 clusters Score -2526862 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2526977.000000 Penalty: 5015.937012
	Iteration 48Q: 3 clusters Score -2526977 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2527071.250000 Penalty: 5015.937012
	Iteration 49Q: 3 clusters Score -2527071 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2527143.500000 Penalty: 5015.937012
	Iteration 50Q: 3 clusters Score -2527144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2527202.000000 Penalty: 5015.937012
	Iteration 51Q: 3 clusters Score -2527202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2527247.250000 Penalty: 5015.937012
	Iteration 52Q: 3 clusters Score -2527247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2527278.000000 Penalty: 5015.937012
	Iteration 53Q: 3 clusters Score -2527278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2527318.750000 Penalty: 5015.937012
	Iteration 54Q: 3 clusters Score -2527319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2527341.250000 Penalty: 5015.937012
	Iteration 55Q: 3 clusters Score -2527341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2527361.250000 Penalty: 5015.937012
	Iteration 56Q: 3 clusters Score -2527361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2527375.750000 Penalty: 5015.937012
	Iteration 57Q: 3 clusters Score -2527376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2527379.000000 Penalty: 5015.937012
	Iteration 58Q: 3 clusters Score -2527379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2527391.500000 Penalty: 5015.937012
	Iteration 59Q: 3 clusters Score -2527392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2527401.500000 Penalty: 5015.937012
	Iteration 60F: 3 clusters Score -2527402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2527409.000000 Penalty: 5015.937012
	Iteration 61Q: 3 clusters Score -2527409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2527412.750000 Penalty: 5015.937012
	Iteration 62Q: 3 clusters Score -2527413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2527413.250000 Penalty: 5015.937012
	Iteration 63Q: 3 clusters Score -2527413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2527417.750000 Penalty: 5015.937012
	Iteration 64Q: 3 clusters Score -2527418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2527422.250000 Penalty: 5015.937012
	Iteration 65Q: 3 clusters Score -2527422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2527424.250000 Penalty: 5015.937012
	Iteration 66Q: 3 clusters Score -2527424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2527427.000000 Penalty: 5015.937012
	Iteration 67Q: 3 clusters Score -2527427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2527433.750000 Penalty: 5015.937012
	Iteration 68Q: 3 clusters Score -2527434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2527433.000000 Penalty: 5015.937012
	Iteration 69Q: 3 clusters Score -2527433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2527435.250000 Penalty: 5015.937012
	Iteration 70Q: 3 clusters Score -2527435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2527435.500000 Penalty: 5015.937012
	Iteration 71Q: 3 clusters Score -2527436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2527440.500000 Penalty: 5015.937012
	Iteration 72Q: 3 clusters Score -2527440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2527440.750000 Penalty: 5015.937012
	Iteration 73Q: 3 clusters Score -2527441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2527445.500000 Penalty: 5015.937012
	Iteration 74Q: 3 clusters Score -2527446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2527443.750000 Penalty: 5015.937012
	Iteration 75Q: 3 clusters Score -2527444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2527443.500000 Penalty: 5015.937012
	Iteration 76Q: 3 clusters Score -2527444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2527443.500000 Penalty: 5015.937012
	Iteration 77Q: 3 clusters Score -2527444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2527446.000000 Penalty: 5015.937012
	Iteration 78Q: 3 clusters Score -2527446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2527448.750000 Penalty: 5015.937012
	Iteration 79Q: 3 clusters Score -2527449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2527449.000000 Penalty: 5015.937012
	Iteration 80F: 3 clusters Score -2527449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2527446.000000 Penalty: 5015.937012
	Iteration 81Q: 3 clusters Score -2527446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2527446.250000 Penalty: 5015.937012
	Iteration 82Q: 3 clusters Score -2527446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2527444.750000 Penalty: 5015.937012
	Iteration 83Q: 3 clusters Score -2527445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2527448.500000 Penalty: 5015.937012
	Iteration 84Q: 3 clusters Score -2527448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2527448.500000 Penalty: 5015.937012
	Iteration 85F: 3 clusters Score -2527448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Entering Unmasked Estep 
Score: -869133.750000 Penalty: 2207.606445
	Iteration 0F: 2 clusters Score -869133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -863155.375000 Penalty: 4415.212891
	Iteration 0F: 3 clusters Score -863155.4 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -864667.812500 Penalty: 4415.212891
	Iteration 1F: 3 clusters Score -864667.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -864906.437500 Penalty: 4415.212891
	Iteration 2F: 3 clusters Score -864906.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -865048.125000 Penalty: 4415.212891
	Iteration 3Q: 3 clusters Score -865048.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -865156.187500 Penalty: 4415.212891
	Iteration 4Q: 3 clusters Score -865156.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -865246.375000 Penalty: 4415.212891
	Iteration 5Q: 3 clusters Score -865246.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -865311.500000 Penalty: 4415.212891
	Iteration 6Q: 3 clusters Score -865311.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -865367.687500 Penalty: 4415.212891
	Iteration 7Q: 3 clusters Score -865367.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -865419.875000 Penalty: 4415.212891
	Iteration 8Q: 3 clusters Score -865419.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -865480.125000 Penalty: 4415.212891
	Iteration 9Q: 3 clusters Score -865480.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -865540.000000 Penalty: 4415.212891
	Iteration 10Q: 3 clusters Score -865540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -865602.000000 Penalty: 4415.212891
	Iteration 11Q: 3 clusters Score -865602 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -865675.875000 Penalty: 4415.212891
	Iteration 12Q: 3 clusters Score -865675.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -865736.500000 Penalty: 4415.212891
	Iteration 13Q: 3 clusters Score -865736.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -865797.750000 Penalty: 4415.212891
	Iteration 14Q: 3 clusters Score -865797.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -865867.937500 Penalty: 4415.212891
	Iteration 15Q: 3 clusters Score -865867.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -865940.562500 Penalty: 4415.212891
	Iteration 16Q: 3 clusters Score -865940.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -866017.625000 Penalty: 4415.212891
	Iteration 17Q: 3 clusters Score -866017.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -866102.750000 Penalty: 4415.212891
	Iteration 18Q: 3 clusters Score -866102.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -866189.250000 Penalty: 4415.212891
	Iteration 19Q: 3 clusters Score -866189.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -866275.750000 Penalty: 4415.212891
	Iteration 20F: 3 clusters Score -866275.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -866357.125000 Penalty: 4415.212891
	Iteration 21Q: 3 clusters Score -866357.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -866453.000000 Penalty: 4415.212891
	Iteration 22Q: 3 clusters Score -866453 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -866548.750000 Penalty: 4415.212891
	Iteration 23Q: 3 clusters Score -866548.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -866639.937500 Penalty: 4415.212891
	Iteration 24Q: 3 clusters Score -866639.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -866720.000000 Penalty: 4415.212891
	Iteration 25Q: 3 clusters Score -866720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -866781.750000 Penalty: 4415.212891
	Iteration 26Q: 3 clusters Score -866781.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -866840.500000 Penalty: 4415.212891
	Iteration 27Q: 3 clusters Score -866840.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -866890.312500 Penalty: 4415.212891
	Iteration 28Q: 3 clusters Score -866890.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -866931.187500 Penalty: 4415.212891
	Iteration 29Q: 3 clusters Score -866931.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -866970.937500 Penalty: 4415.212891
	Iteration 30Q: 3 clusters Score -866970.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -866996.437500 Penalty: 4415.212891
	Iteration 31Q: 3 clusters Score -866996.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -867023.125000 Penalty: 4415.212891
	Iteration 32Q: 3 clusters Score -867023.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -867044.312500 Penalty: 4415.212891
	Iteration 33Q: 3 clusters Score -867044.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -867064.875000 Penalty: 4415.212891
	Iteration 34Q: 3 clusters Score -867064.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -867085.187500 Penalty: 4415.212891
	Iteration 35Q: 3 clusters Score -867085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -867104.375000 Penalty: 4415.212891
	Iteration 36Q: 3 clusters Score -867104.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -867123.625000 Penalty: 4415.212891
	Iteration 37Q: 3 clusters Score -867123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -867128.187500 Penalty: 4415.212891
	Iteration 38Q: 3 clusters Score -867128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -867136.437500 Penalty: 4415.212891
	Iteration 39Q: 3 clusters Score -867136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -867146.500000 Penalty: 4415.212891
	Iteration 40F: 3 clusters Score -867146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -867149.250000 Penalty: 4415.212891
	Iteration 41Q: 3 clusters Score -867149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -867153.875000 Penalty: 4415.212891
	Iteration 42Q: 3 clusters Score -867153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -867165.000000 Penalty: 4415.212891
	Iteration 43Q: 3 clusters Score -867165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -867172.875000 Penalty: 4415.212891
	Iteration 44Q: 3 clusters Score -867172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -867184.062500 Penalty: 4415.212891
	Iteration 45Q: 3 clusters Score -867184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -867192.375000 Penalty: 4415.212891
	Iteration 46Q: 3 clusters Score -867192.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -867201.312500 Penalty: 4415.212891
	Iteration 47Q: 3 clusters Score -867201.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -867209.062500 Penalty: 4415.212891
	Iteration 48Q: 3 clusters Score -867209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -867212.562500 Penalty: 4415.212891
	Iteration 49Q: 3 clusters Score -867212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -867213.125000 Penalty: 4415.212891
	Iteration 50Q: 3 clusters Score -867213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -867213.125000 Penalty: 4415.212891
	Iteration 51F: 3 clusters Score -867213.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1241197.125000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1241197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1232684.500000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1232684 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1235351.500000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1235352 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1235723.125000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1235723 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1236062.125000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1236062 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1236399.625000 Penalty: 4630.963867
	Iteration 4F: 3 clusters Score -1236400 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1236745.000000 Penalty: 4630.963867
	Iteration 5F: 3 clusters Score -1236745 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1237075.375000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1237075 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1237403.125000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1237403 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1237810.250000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1237810 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1238209.500000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1238210 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1238567.375000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1238567 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1238853.875000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1238854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1239074.875000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1239075 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1239224.875000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1239225 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1239352.250000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1239352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1239455.750000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1239456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1239530.625000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1239531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1239594.250000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1239594 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1239657.000000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1239657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1239698.125000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1239698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1239734.375000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1239734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1239766.375000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1239766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1239787.250000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1239787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1239820.250000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1239820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1239844.500000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1239844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1239864.750000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1239865 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1239885.875000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1239886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1239905.125000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1239905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1239916.375000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1239916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1239931.375000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1239931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1239940.875000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1239941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1239951.125000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1239951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1239957.875000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1239958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1239968.875000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1239969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1239977.625000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1239978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1239980.250000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1239980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1239991.125000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1239991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1239996.000000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1239996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1239999.375000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1239999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1240007.125000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1240007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1240009.625000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1240010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1240012.125000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1240012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1240018.750000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1240019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1240019.500000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1240020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1240024.125000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1240024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1240025.125000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1240025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1240031.000000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1240031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1240029.250000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1240029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1240030.625000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1240031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1240030.500000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1240030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1240031.250000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -1240031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1240030.875000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -1240031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1240033.125000 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -1240033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1240031.000000 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -1240031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1240031.250000 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -1240031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1240032.875000 Penalty: 4630.963867
	Iteration 55Q: 3 clusters Score -1240033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1240034.000000 Penalty: 4630.963867
	Iteration 56Q: 3 clusters Score -1240034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1240036.000000 Penalty: 4630.963867
	Iteration 57Q: 3 clusters Score -1240036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1240036.250000 Penalty: 4630.963867
	Iteration 58Q: 3 clusters Score -1240036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1240037.500000 Penalty: 4630.963867
	Iteration 59Q: 3 clusters Score -1240038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1240035.000000 Penalty: 4630.963867
	Iteration 60F: 3 clusters Score -1240035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1240037.250000 Penalty: 4630.963867
	Iteration 61Q: 3 clusters Score -1240037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1240037.250000 Penalty: 4630.963867
	Iteration 62F: 3 clusters Score -1240037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Entering Unmasked Estep 
Score: -1175341.125000 Penalty: 2316.463623
	Iteration 0F: 2 clusters Score -1175341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1166861.875000 Penalty: 4632.927246
	Iteration 0F: 3 clusters Score -1166862 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1169937.500000 Penalty: 4632.927246
	Iteration 1F: 3 clusters Score -1169938 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1170687.000000 Penalty: 4632.927246
	Iteration 2F: 3 clusters Score -1170687 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1171261.125000 Penalty: 4632.927246
	Iteration 3F: 3 clusters Score -1171261 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1171726.875000 Penalty: 4632.927246
	Iteration 4F: 3 clusters Score -1171727 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1172093.500000 Penalty: 4632.927246
	Iteration 5F: 3 clusters Score -1172094 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1172346.250000 Penalty: 4632.927246
	Iteration 6Q: 3 clusters Score -1172346 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1172563.875000 Penalty: 4632.927246
	Iteration 7Q: 3 clusters Score -1172564 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1172783.125000 Penalty: 4632.927246
	Iteration 8Q: 3 clusters Score -1172783 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1173022.000000 Penalty: 4632.927246
	Iteration 9Q: 3 clusters Score -1173022 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1173315.250000 Penalty: 4632.927246
	Iteration 10Q: 3 clusters Score -1173315 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1173659.500000 Penalty: 4632.927246
	Iteration 11Q: 3 clusters Score -1173660 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1173915.625000 Penalty: 4632.927246
	Iteration 12Q: 3 clusters Score -1173916 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1174073.250000 Penalty: 4632.927246
	Iteration 13Q: 3 clusters Score -1174073 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1174177.375000 Penalty: 4632.927246
	Iteration 14Q: 3 clusters Score -1174177 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1174251.750000 Penalty: 4632.927246
	Iteration 15Q: 3 clusters Score -1174252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1174306.625000 Penalty: 4632.927246
	Iteration 16Q: 3 clusters Score -1174307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1174340.875000 Penalty: 4632.927246
	Iteration 17Q: 3 clusters Score -1174341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1174364.500000 Penalty: 4632.927246
	Iteration 18Q: 3 clusters Score -1174364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1174383.000000 Penalty: 4632.927246
	Iteration 19Q: 3 clusters Score -1174383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1174395.750000 Penalty: 4632.927246
	Iteration 20F: 3 clusters Score -1174396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1174407.125000 Penalty: 4632.927246
	Iteration 21Q: 3 clusters Score -1174407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1174418.250000 Penalty: 4632.927246
	Iteration 22Q: 3 clusters Score -1174418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1174431.625000 Penalty: 4632.927246
	Iteration 23Q: 3 clusters Score -1174432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1174435.375000 Penalty: 4632.927246
	Iteration 24Q: 3 clusters Score -1174435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1174441.375000 Penalty: 4632.927246
	Iteration 25Q: 3 clusters Score -1174441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1174442.875000 Penalty: 4632.927246
	Iteration 26Q: 3 clusters Score -1174443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1174445.000000 Penalty: 4632.927246
	Iteration 27Q: 3 clusters Score -1174445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1174443.625000 Penalty: 4632.927246
	Iteration 28Q: 3 clusters Score -1174444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1174445.500000 Penalty: 4632.927246
	Iteration 29Q: 3 clusters Score -1174446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1174446.250000 Penalty: 4632.927246
	Iteration 30Q: 3 clusters Score -1174446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1174447.250000 Penalty: 4632.927246
	Iteration 31Q: 3 clusters Score -1174447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1174449.250000 Penalty: 4632.927246
	Iteration 32Q: 3 clusters Score -1174449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1174450.625000 Penalty: 4632.927246
	Iteration 33Q: 3 clusters Score -1174451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1174450.500000 Penalty: 4632.927246
	Iteration 34Q: 3 clusters Score -1174450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1174452.500000 Penalty: 4632.927246
	Iteration 35Q: 3 clusters Score -1174452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1174455.000000 Penalty: 4632.927246
	Iteration 36Q: 3 clusters Score -1174455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1174460.000000 Penalty: 4632.927246
	Iteration 37Q: 3 clusters Score -1174460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1174458.625000 Penalty: 4632.927246
	Iteration 38Q: 3 clusters Score -1174459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1174460.750000 Penalty: 4632.927246
	Iteration 39Q: 3 clusters Score -1174461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1174464.000000 Penalty: 4632.927246
	Iteration 40F: 3 clusters Score -1174464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1174465.375000 Penalty: 4632.927246
	Iteration 41Q: 3 clusters Score -1174465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1174469.250000 Penalty: 4632.927246
	Iteration 42Q: 3 clusters Score -1174469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1174471.375000 Penalty: 4632.927246
	Iteration 43Q: 3 clusters Score -1174471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1174470.375000 Penalty: 4632.927246
	Iteration 44Q: 3 clusters Score -1174470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1174472.750000 Penalty: 4632.927246
	Iteration 45Q: 3 clusters Score -1174473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1174469.375000 Penalty: 4632.927246
	Iteration 46Q: 3 clusters Score -1174469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1174472.250000 Penalty: 4632.927246
	Iteration 47Q: 3 clusters Score -1174472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1174474.125000 Penalty: 4632.927246
	Iteration 48Q: 3 clusters Score -1174474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1174480.375000 Penalty: 4632.927246
	Iteration 49Q: 3 clusters Score -1174480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1174481.250000 Penalty: 4632.927246
	Iteration 50Q: 3 clusters Score -1174481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1174482.000000 Penalty: 4632.927246
	Iteration 51Q: 3 clusters Score -1174482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1174484.250000 Penalty: 4632.927246
	Iteration 52Q: 3 clusters Score -1174484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1174484.500000 Penalty: 4632.927246
	Iteration 53Q: 3 clusters Score -1174484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1174482.500000 Penalty: 4632.927246
	Iteration 54Q: 3 clusters Score -1174482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1174484.750000 Penalty: 4632.927246
	Iteration 55Q: 3 clusters Score -1174485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1174485.000000 Penalty: 4632.927246
	Iteration 56Q: 3 clusters Score -1174485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1174485.000000 Penalty: 4632.927246
	Iteration 57F: 3 clusters Score -1174485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Entering Unmasked Estep 
Score: -1207861.125000 Penalty: 2305.809570
	Iteration 0F: 2 clusters Score -1207861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1199562.625000 Penalty: 4611.619141
	Iteration 0F: 3 clusters Score -1199563 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1202226.750000 Penalty: 4611.619141
	Iteration 1F: 3 clusters Score -1202227 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1202817.125000 Penalty: 4611.619141
	Iteration 2F: 3 clusters Score -1202817 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1203401.500000 Penalty: 4611.619141
	Iteration 3F: 3 clusters Score -1203402 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1203994.000000 Penalty: 4611.619141
	Iteration 4F: 3 clusters Score -1203994 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1204597.000000 Penalty: 4611.619141
	Iteration 5F: 3 clusters Score -1204597 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1205103.000000 Penalty: 4611.619141
	Iteration 6F: 3 clusters Score -1205103 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1205530.625000 Penalty: 4611.619141
	Iteration 7F: 3 clusters Score -1205531 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1205844.125000 Penalty: 4611.619141
	Iteration 8Q: 3 clusters Score -1205844 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1206056.750000 Penalty: 4611.619141
	Iteration 9Q: 3 clusters Score -1206057 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1206205.500000 Penalty: 4611.619141
	Iteration 10Q: 3 clusters Score -1206206 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1206290.750000 Penalty: 4611.619141
	Iteration 11Q: 3 clusters Score -1206291 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1206348.250000 Penalty: 4611.619141
	Iteration 12Q: 3 clusters Score -1206348 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1206400.500000 Penalty: 4611.619141
	Iteration 13Q: 3 clusters Score -1206400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1206446.125000 Penalty: 4611.619141
	Iteration 14Q: 3 clusters Score -1206446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1206479.875000 Penalty: 4611.619141
	Iteration 15Q: 3 clusters Score -1206480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1206506.000000 Penalty: 4611.619141
	Iteration 16Q: 3 clusters Score -1206506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1206521.625000 Penalty: 4611.619141
	Iteration 17Q: 3 clusters Score -1206522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1206532.250000 Penalty: 4611.619141
	Iteration 18Q: 3 clusters Score -1206532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1206537.750000 Penalty: 4611.619141
	Iteration 19Q: 3 clusters Score -1206538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1206540.750000 Penalty: 4611.619141
	Iteration 20F: 3 clusters Score -1206541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1206548.375000 Penalty: 4611.619141
	Iteration 21Q: 3 clusters Score -1206548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1206552.000000 Penalty: 4611.619141
	Iteration 22Q: 3 clusters Score -1206552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1206555.125000 Penalty: 4611.619141
	Iteration 23Q: 3 clusters Score -1206555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1206556.375000 Penalty: 4611.619141
	Iteration 24Q: 3 clusters Score -1206556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1206553.500000 Penalty: 4611.619141
	Iteration 25Q: 3 clusters Score -1206554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1206559.375000 Penalty: 4611.619141
	Iteration 26Q: 3 clusters Score -1206559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1206558.500000 Penalty: 4611.619141
	Iteration 27Q: 3 clusters Score -1206558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1206564.000000 Penalty: 4611.619141
	Iteration 28Q: 3 clusters Score -1206564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1206565.000000 Penalty: 4611.619141
	Iteration 29Q: 3 clusters Score -1206565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1206565.750000 Penalty: 4611.619141
	Iteration 30Q: 3 clusters Score -1206566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1206568.250000 Penalty: 4611.619141
	Iteration 31Q: 3 clusters Score -1206568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1206571.500000 Penalty: 4611.619141
	Iteration 32Q: 3 clusters Score -1206572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1206572.250000 Penalty: 4611.619141
	Iteration 33Q: 3 clusters Score -1206572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1206573.375000 Penalty: 4611.619141
	Iteration 34Q: 3 clusters Score -1206573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1206578.000000 Penalty: 4611.619141
	Iteration 35Q: 3 clusters Score -1206578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1206578.625000 Penalty: 4611.619141
	Iteration 36Q: 3 clusters Score -1206579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1206578.875000 Penalty: 4611.619141
	Iteration 37Q: 3 clusters Score -1206579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1206577.375000 Penalty: 4611.619141
	Iteration 38Q: 3 clusters Score -1206577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1206577.500000 Penalty: 4611.619141
	Iteration 39Q: 3 clusters Score -1206578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1206580.250000 Penalty: 4611.619141
	Iteration 40F: 3 clusters Score -1206580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1206578.750000 Penalty: 4611.619141
	Iteration 41Q: 3 clusters Score -1206579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1206578.000000 Penalty: 4611.619141
	Iteration 42Q: 3 clusters Score -1206578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1206578.000000 Penalty: 4611.619141
	Iteration 43Q: 3 clusters Score -1206578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1206579.375000 Penalty: 4611.619141
	Iteration 44Q: 3 clusters Score -1206579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1206578.375000 Penalty: 4611.619141
	Iteration 45Q: 3 clusters Score -1206578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1206581.125000 Penalty: 4611.619141
	Iteration 46Q: 3 clusters Score -1206581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1206583.625000 Penalty: 4611.619141
	Iteration 47Q: 3 clusters Score -1206584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1206583.625000 Penalty: 4611.619141
	Iteration 48F: 3 clusters Score -1206584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -177556.750000 Penalty: 1838.215820
	Iteration 0F: 2 clusters Score -177556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -175148.281250 Penalty: 3676.431641
	Iteration 0F: 3 clusters Score -175148.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175548.046875 Penalty: 3676.431641
	Iteration 1F: 3 clusters Score -175548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175650.078125 Penalty: 3676.431641
	Iteration 2F: 3 clusters Score -175650.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -175692.218750 Penalty: 3676.431641
	Iteration 3Q: 3 clusters Score -175692.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175716.546875 Penalty: 3676.431641
	Iteration 4Q: 3 clusters Score -175716.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175745.171875 Penalty: 3676.431641
	Iteration 5Q: 3 clusters Score -175745.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -175770.078125 Penalty: 3676.431641
	Iteration 6Q: 3 clusters Score -175770.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175785.390625 Penalty: 3676.431641
	Iteration 7Q: 3 clusters Score -175785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175793.625000 Penalty: 3676.431641
	Iteration 8Q: 3 clusters Score -175793.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175802.328125 Penalty: 3676.431641
	Iteration 9Q: 3 clusters Score -175802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175806.250000 Penalty: 3676.431641
	Iteration 10Q: 3 clusters Score -175806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175810.062500 Penalty: 3676.431641
	Iteration 11Q: 3 clusters Score -175810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -175812.609375 Penalty: 3676.431641
	Iteration 12Q: 3 clusters Score -175812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175814.937500 Penalty: 3676.431641
	Iteration 13Q: 3 clusters Score -175814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175816.000000 Penalty: 3676.431641
	Iteration 14Q: 3 clusters Score -175816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175817.875000 Penalty: 3676.431641
	Iteration 15Q: 3 clusters Score -175817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175818.531250 Penalty: 3676.431641
	Iteration 16Q: 3 clusters Score -175818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175818.531250 Penalty: 3676.431641
	Iteration 17F: 3 clusters Score -175818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -219980.531250 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -219980.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -217163.734375 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -217163.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -217927.609375 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -217927.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -218395.703125 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -218395.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -218775.734375 Penalty: 3849.191650
	Iteration 3F: 3 clusters Score -218775.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -219064.015625 Penalty: 3849.191650
	Iteration 4F: 3 clusters Score -219064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -219283.671875 Penalty: 3849.191650
	Iteration 5F: 3 clusters Score -219283.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -219437.046875 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -219437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -219506.671875 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -219506.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -219556.796875 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -219556.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -219605.015625 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -219605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -219631.640625 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -219631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -219641.781250 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -219641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -219654.609375 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -219654.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -219661.031250 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -219661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -219669.906250 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -219669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -219673.515625 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -219673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -219677.390625 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -219677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -219678.953125 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -219679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -219679.796875 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -219679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -219680.750000 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -219680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -219680.750000 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -219680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -808943.125000 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -808943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -803171.375000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -803171.4 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -804712.250000 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -804712.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -804988.812500 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -804988.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -805149.812500 Penalty: 4394.455566
	Iteration 3Q: 3 clusters Score -805149.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -805279.187500 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -805279.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -805378.500000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -805378.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -805467.937500 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -805467.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -805546.375000 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -805546.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -805633.375000 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -805633.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -805714.000000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -805714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -805800.437500 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -805800.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -805889.312500 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -805889.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -805984.625000 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -805984.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -806063.375000 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -806063.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -806142.250000 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -806142.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -806237.000000 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -806237 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -806327.500000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -806327.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -806409.250000 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -806409.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -806484.562500 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -806484.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -806571.437500 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -806571.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -806676.687500 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -806676.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -806787.437500 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -806787.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -806866.437500 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -806866.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -806919.875000 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -806919.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -806956.437500 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -806956.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -806981.750000 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -806981.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -807005.250000 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -807005.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -807024.000000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -807024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -807038.000000 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -807038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -807047.187500 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -807047.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -807055.875000 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -807055.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -807059.187500 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -807059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -807064.687500 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -807064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -807062.312500 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -807062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -807065.750000 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -807065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -807071.812500 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -807071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -807072.937500 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -807072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -807075.500000 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -807075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -807077.562500 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -807077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -807077.562500 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -807077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -807077.562500 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -807077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -807078.750000 Penalty: 4394.455566
	Iteration 41Q: 3 clusters Score -807078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -807079.437500 Penalty: 4394.455566
	Iteration 42Q: 3 clusters Score -807079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -807082.937500 Penalty: 4394.455566
	Iteration 43Q: 3 clusters Score -807082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -807085.312500 Penalty: 4394.455566
	Iteration 44Q: 3 clusters Score -807085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -807087.000000 Penalty: 4394.455566
	Iteration 45Q: 3 clusters Score -807087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -807087.000000 Penalty: 4394.455566
	Iteration 46Q: 3 clusters Score -807087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -807089.000000 Penalty: 4394.455566
	Iteration 47Q: 3 clusters Score -807089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -807089.125000 Penalty: 4394.455566
	Iteration 48Q: 3 clusters Score -807089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -807089.062500 Penalty: 4394.455566
	Iteration 49Q: 3 clusters Score -807089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -807089.687500 Penalty: 4394.455566
	Iteration 50Q: 3 clusters Score -807089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -807088.312500 Penalty: 4394.455566
	Iteration 51Q: 3 clusters Score -807088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -807091.937500 Penalty: 4394.455566
	Iteration 52Q: 3 clusters Score -807091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -807092.562500 Penalty: 4394.455566
	Iteration 53Q: 3 clusters Score -807092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -807093.000000 Penalty: 4394.455566
	Iteration 54Q: 3 clusters Score -807093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -807094.375000 Penalty: 4394.455566
	Iteration 55Q: 3 clusters Score -807094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -807096.562500 Penalty: 4394.455566
	Iteration 56Q: 3 clusters Score -807096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -807097.750000 Penalty: 4394.455566
	Iteration 57Q: 3 clusters Score -807097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -807100.187500 Penalty: 4394.455566
	Iteration 58Q: 3 clusters Score -807100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -807099.937500 Penalty: 4394.455566
	Iteration 59Q: 3 clusters Score -807099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -807099.937500 Penalty: 4394.455566
	Iteration 60F: 3 clusters Score -807099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (168709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168709 members 
Entering Unmasked Estep 
Score: -17918826.000000 Penalty: 2984.910889
	Iteration 0F: 2 clusters Score -1.791883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -17805292.000000 Penalty: 5969.821777
	Iteration 0F: 3 clusters Score -1.780529e+07 nChanged 81077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -17852848.000000 Penalty: 5969.821777
	Iteration 1F: 3 clusters Score -1.785285e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -17854480.000000 Penalty: 5969.821777
	Iteration 2Q: 3 clusters Score -1.785448e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -17857178.000000 Penalty: 5969.821777
	Iteration 3Q: 3 clusters Score -1.785718e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -17861264.000000 Penalty: 5969.821777
	Iteration 4F: 3 clusters Score -1.786126e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -17866946.000000 Penalty: 5969.821777
	Iteration 5F: 3 clusters Score -1.786695e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -17875184.000000 Penalty: 5969.821777
	Iteration 6F: 3 clusters Score -1.787518e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -17884816.000000 Penalty: 5969.821777
	Iteration 7F: 3 clusters Score -1.788482e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138558 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -17894204.000000 Penalty: 5969.821777
	Iteration 8F: 3 clusters Score -1.78942e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -17901972.000000 Penalty: 5969.821777
	Iteration 9F: 3 clusters Score -1.790197e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -17907540.000000 Penalty: 5969.821777
	Iteration 10Q: 3 clusters Score -1.790754e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158837 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -17911308.000000 Penalty: 5969.821777
	Iteration 11Q: 3 clusters Score -1.791131e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161941 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -17913696.000000 Penalty: 5969.821777
	Iteration 12Q: 3 clusters Score -1.79137e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -17914988.000000 Penalty: 5969.821777
	Iteration 13Q: 3 clusters Score -1.791499e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165000 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -17915718.000000 Penalty: 5969.821777
	Iteration 14Q: 3 clusters Score -1.791572e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -17916224.000000 Penalty: 5969.821777
	Iteration 15Q: 3 clusters Score -1.791622e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -17916524.000000 Penalty: 5969.821777
	Iteration 16Q: 3 clusters Score -1.791652e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17916688.000000 Penalty: 5969.821777
	Iteration 17Q: 3 clusters Score -1.791669e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -17916842.000000 Penalty: 5969.821777
	Iteration 18Q: 3 clusters Score -1.791684e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17916890.000000 Penalty: 5969.821777
	Iteration 19Q: 3 clusters Score -1.791689e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17916942.000000 Penalty: 5969.821777
	Iteration 20F: 3 clusters Score -1.791694e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -17917006.000000 Penalty: 5969.821777
	Iteration 21Q: 3 clusters Score -1.791701e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17917032.000000 Penalty: 5969.821777
	Iteration 22Q: 3 clusters Score -1.791703e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -17917064.000000 Penalty: 5969.821777
	Iteration 23Q: 3 clusters Score -1.791706e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17917070.000000 Penalty: 5969.821777
	Iteration 24Q: 3 clusters Score -1.791707e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17917072.000000 Penalty: 5969.821777
	Iteration 25Q: 3 clusters Score -1.791707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17917078.000000 Penalty: 5969.821777
	Iteration 26Q: 3 clusters Score -1.791708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166983 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -17917070.000000 Penalty: 5969.821777
	Iteration 27Q: 3 clusters Score -1.791707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -17917074.000000 Penalty: 5969.821777
	Iteration 28Q: 3 clusters Score -1.791707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17917066.000000 Penalty: 5969.821777
	Iteration 29Q: 3 clusters Score -1.791707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17917084.000000 Penalty: 5969.821777
	Iteration 30Q: 3 clusters Score -1.791708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17917098.000000 Penalty: 5969.821777
	Iteration 31Q: 3 clusters Score -1.79171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17917106.000000 Penalty: 5969.821777
	Iteration 32Q: 3 clusters Score -1.791711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166995 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -17917096.000000 Penalty: 5969.821777
	Iteration 33Q: 3 clusters Score -1.79171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17917114.000000 Penalty: 5969.821777
	Iteration 34Q: 3 clusters Score -1.791711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17917116.000000 Penalty: 5969.821777
	Iteration 35Q: 3 clusters Score -1.791712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17917126.000000 Penalty: 5969.821777
	Iteration 36Q: 3 clusters Score -1.791713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17917128.000000 Penalty: 5969.821777
	Iteration 37Q: 3 clusters Score -1.791713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166995 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -17917120.000000 Penalty: 5969.821777
	Iteration 38Q: 3 clusters Score -1.791712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17917116.000000 Penalty: 5969.821777
	Iteration 39Q: 3 clusters Score -1.791712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17917120.000000 Penalty: 5969.821777
	Iteration 40F: 3 clusters Score -1.791712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -17917118.000000 Penalty: 5969.821777
	Iteration 41Q: 3 clusters Score -1.791712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17917120.000000 Penalty: 5969.821777
	Iteration 42Q: 3 clusters Score -1.791712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167001 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -17917142.000000 Penalty: 5969.821777
	Iteration 43Q: 3 clusters Score -1.791714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17917134.000000 Penalty: 5969.821777
	Iteration 44Q: 3 clusters Score -1.791713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167003 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17917134.000000 Penalty: 5969.821777
	Iteration 45Q: 3 clusters Score -1.791713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167003 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17917134.000000 Penalty: 5969.821777
	Iteration 46F: 3 clusters Score -1.791713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Entering Unmasked Estep 
Score: -482349.000000 Penalty: 2115.320312
	Iteration 0F: 2 clusters Score -482349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -477850.500000 Penalty: 4230.640625
	Iteration 0F: 3 clusters Score -477850.5 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -479222.843750 Penalty: 4230.640625
	Iteration 1F: 3 clusters Score -479222.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -479773.781250 Penalty: 4230.640625
	Iteration 2F: 3 clusters Score -479773.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -480396.250000 Penalty: 4230.640625
	Iteration 3F: 3 clusters Score -480396.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -480991.562500 Penalty: 4230.640625
	Iteration 4F: 3 clusters Score -480991.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -481415.843750 Penalty: 4230.640625
	Iteration 5F: 3 clusters Score -481415.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -481669.500000 Penalty: 4230.640625
	Iteration 6Q: 3 clusters Score -481669.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -481799.625000 Penalty: 4230.640625
	Iteration 7Q: 3 clusters Score -481799.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -481868.781250 Penalty: 4230.640625
	Iteration 8Q: 3 clusters Score -481868.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -481897.843750 Penalty: 4230.640625
	Iteration 9Q: 3 clusters Score -481897.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -481912.468750 Penalty: 4230.640625
	Iteration 10Q: 3 clusters Score -481912.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -481923.937500 Penalty: 4230.640625
	Iteration 11Q: 3 clusters Score -481923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -481929.562500 Penalty: 4230.640625
	Iteration 12Q: 3 clusters Score -481929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -481933.343750 Penalty: 4230.640625
	Iteration 13Q: 3 clusters Score -481933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -481937.843750 Penalty: 4230.640625
	Iteration 14Q: 3 clusters Score -481937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -481940.843750 Penalty: 4230.640625
	Iteration 15Q: 3 clusters Score -481940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -481942.687500 Penalty: 4230.640625
	Iteration 16Q: 3 clusters Score -481942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -481945.468750 Penalty: 4230.640625
	Iteration 17Q: 3 clusters Score -481945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -481947.250000 Penalty: 4230.640625
	Iteration 18Q: 3 clusters Score -481947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -481948.437500 Penalty: 4230.640625
	Iteration 19Q: 3 clusters Score -481948.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -481951.562500 Penalty: 4230.640625
	Iteration 20F: 3 clusters Score -481951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -481954.437500 Penalty: 4230.640625
	Iteration 21Q: 3 clusters Score -481954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -481955.625000 Penalty: 4230.640625
	Iteration 22Q: 3 clusters Score -481955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -481957.906250 Penalty: 4230.640625
	Iteration 23Q: 3 clusters Score -481957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -481960.500000 Penalty: 4230.640625
	Iteration 24Q: 3 clusters Score -481960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -481961.625000 Penalty: 4230.640625
	Iteration 25Q: 3 clusters Score -481961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -481962.343750 Penalty: 4230.640625
	Iteration 26Q: 3 clusters Score -481962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -481962.906250 Penalty: 4230.640625
	Iteration 27Q: 3 clusters Score -481962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -481963.812500 Penalty: 4230.640625
	Iteration 28Q: 3 clusters Score -481963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -481963.187500 Penalty: 4230.640625
	Iteration 29Q: 3 clusters Score -481963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -481964.187500 Penalty: 4230.640625
	Iteration 30Q: 3 clusters Score -481964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -481964.812500 Penalty: 4230.640625
	Iteration 31Q: 3 clusters Score -481964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -481965.281250 Penalty: 4230.640625
	Iteration 32Q: 3 clusters Score -481965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -481965.281250 Penalty: 4230.640625
	Iteration 33F: 3 clusters Score -481965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Entering Unmasked Estep 
Score: -6949396.500000 Penalty: 2731.262451
	Iteration 0F: 2 clusters Score -6949396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6908559.500000 Penalty: 5462.524902
	Iteration 0F: 3 clusters Score -6908560 nChanged 28277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -6924804.000000 Penalty: 5462.524902
	Iteration 1F: 3 clusters Score -6924804 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -6925747.500000 Penalty: 5462.524902
	Iteration 2Q: 3 clusters Score -6925748 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -6927082.000000 Penalty: 5462.524902
	Iteration 3Q: 3 clusters Score -6927082 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -6928853.500000 Penalty: 5462.524902
	Iteration 4F: 3 clusters Score -6928854 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -6931328.000000 Penalty: 5462.524902
	Iteration 5F: 3 clusters Score -6931328 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -6934288.000000 Penalty: 5462.524902
	Iteration 6F: 3 clusters Score -6934288 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -6937304.000000 Penalty: 5462.524902
	Iteration 7F: 3 clusters Score -6937304 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -6939997.500000 Penalty: 5462.524902
	Iteration 8F: 3 clusters Score -6939998 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6942392.500000 Penalty: 5462.524902
	Iteration 9Q: 3 clusters Score -6942392 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -6944323.500000 Penalty: 5462.524902
	Iteration 10Q: 3 clusters Score -6944324 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -6945963.500000 Penalty: 5462.524902
	Iteration 11Q: 3 clusters Score -6945964 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -6947137.000000 Penalty: 5462.524902
	Iteration 12Q: 3 clusters Score -6947137 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -6947700.500000 Penalty: 5462.524902
	Iteration 13Q: 3 clusters Score -6947700 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -6947951.000000 Penalty: 5462.524902
	Iteration 14Q: 3 clusters Score -6947951 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -6948042.000000 Penalty: 5462.524902
	Iteration 15Q: 3 clusters Score -6948042 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -6948157.500000 Penalty: 5462.524902
	Iteration 16Q: 3 clusters Score -6948158 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6948232.000000 Penalty: 5462.524902
	Iteration 17Q: 3 clusters Score -6948232 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -6948259.500000 Penalty: 5462.524902
	Iteration 18Q: 3 clusters Score -6948260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -6948286.000000 Penalty: 5462.524902
	Iteration 19Q: 3 clusters Score -6948286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -6948310.500000 Penalty: 5462.524902
	Iteration 20F: 3 clusters Score -6948310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -6948340.500000 Penalty: 5462.524902
	Iteration 21Q: 3 clusters Score -6948340 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6948352.500000 Penalty: 5462.524902
	Iteration 22Q: 3 clusters Score -6948352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -6948359.000000 Penalty: 5462.524902
	Iteration 23Q: 3 clusters Score -6948359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -6948372.500000 Penalty: 5462.524902
	Iteration 24Q: 3 clusters Score -6948372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -6948385.500000 Penalty: 5462.524902
	Iteration 25Q: 3 clusters Score -6948386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -6948409.000000 Penalty: 5462.524902
	Iteration 26Q: 3 clusters Score -6948409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -6948422.500000 Penalty: 5462.524902
	Iteration 27Q: 3 clusters Score -6948422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -6948441.500000 Penalty: 5462.524902
	Iteration 28Q: 3 clusters Score -6948442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -6948464.500000 Penalty: 5462.524902
	Iteration 29Q: 3 clusters Score -6948464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -6948460.000000 Penalty: 5462.524902
	Iteration 30Q: 3 clusters Score -6948460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -6948457.500000 Penalty: 5462.524902
	Iteration 31Q: 3 clusters Score -6948458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -6948458.500000 Penalty: 5462.524902
	Iteration 32Q: 3 clusters Score -6948458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -6948473.500000 Penalty: 5462.524902
	Iteration 33Q: 3 clusters Score -6948474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -6948485.500000 Penalty: 5462.524902
	Iteration 34Q: 3 clusters Score -6948486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -6948492.000000 Penalty: 5462.524902
	Iteration 35Q: 3 clusters Score -6948492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -6948501.000000 Penalty: 5462.524902
	Iteration 36Q: 3 clusters Score -6948501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -6948497.500000 Penalty: 5462.524902
	Iteration 37Q: 3 clusters Score -6948498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -6948495.500000 Penalty: 5462.524902
	Iteration 38Q: 3 clusters Score -6948496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -6948505.000000 Penalty: 5462.524902
	Iteration 39Q: 3 clusters Score -6948505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -6948509.500000 Penalty: 5462.524902
	Iteration 40F: 3 clusters Score -6948510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -6948513.000000 Penalty: 5462.524902
	Iteration 41Q: 3 clusters Score -6948513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -6948535.500000 Penalty: 5462.524902
	Iteration 42Q: 3 clusters Score -6948536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -6948543.000000 Penalty: 5462.524902
	Iteration 43Q: 3 clusters Score -6948543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -6948545.500000 Penalty: 5462.524902
	Iteration 44Q: 3 clusters Score -6948546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -6948536.000000 Penalty: 5462.524902
	Iteration 45Q: 3 clusters Score -6948536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -6948525.500000 Penalty: 5462.524902
	Iteration 46Q: 3 clusters Score -6948526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6948531.500000 Penalty: 5462.524902
	Iteration 47Q: 3 clusters Score -6948532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -6948535.000000 Penalty: 5462.524902
	Iteration 48Q: 3 clusters Score -6948535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -6948540.500000 Penalty: 5462.524902
	Iteration 49Q: 3 clusters Score -6948540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -6948550.000000 Penalty: 5462.524902
	Iteration 50Q: 3 clusters Score -6948550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -6948547.000000 Penalty: 5462.524902
	Iteration 51Q: 3 clusters Score -6948547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -6948549.500000 Penalty: 5462.524902
	Iteration 52Q: 3 clusters Score -6948550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -6948547.000000 Penalty: 5462.524902
	Iteration 53Q: 3 clusters Score -6948547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -6948539.500000 Penalty: 5462.524902
	Iteration 54Q: 3 clusters Score -6948540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -6948539.500000 Penalty: 5462.524902
	Iteration 55F: 3 clusters Score -6948540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Entering Unmasked Estep 
Score: -2032134.625000 Penalty: 2424.263428
	Iteration 0F: 2 clusters Score -2032135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2019584.750000 Penalty: 4848.526855
	Iteration 0F: 3 clusters Score -2019585 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2023859.125000 Penalty: 4848.526855
	Iteration 1F: 3 clusters Score -2023859 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2024298.500000 Penalty: 4848.526855
	Iteration 2F: 3 clusters Score -2024298 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2024647.375000 Penalty: 4848.526855
	Iteration 3F: 3 clusters Score -2024647 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2024981.250000 Penalty: 4848.526855
	Iteration 4Q: 3 clusters Score -2024981 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2025351.875000 Penalty: 4848.526855
	Iteration 5Q: 3 clusters Score -2025352 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2025768.750000 Penalty: 4848.526855
	Iteration 6Q: 3 clusters Score -2025769 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2026273.750000 Penalty: 4848.526855
	Iteration 7F: 3 clusters Score -2026274 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2026828.000000 Penalty: 4848.526855
	Iteration 8F: 3 clusters Score -2026828 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2027323.250000 Penalty: 4848.526855
	Iteration 9Q: 3 clusters Score -2027323 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2027765.875000 Penalty: 4848.526855
	Iteration 10Q: 3 clusters Score -2027766 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2028126.250000 Penalty: 4848.526855
	Iteration 11Q: 3 clusters Score -2028126 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2028450.625000 Penalty: 4848.526855
	Iteration 12Q: 3 clusters Score -2028451 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2028766.625000 Penalty: 4848.526855
	Iteration 13Q: 3 clusters Score -2028767 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2029038.875000 Penalty: 4848.526855
	Iteration 14Q: 3 clusters Score -2029039 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2029260.500000 Penalty: 4848.526855
	Iteration 15Q: 3 clusters Score -2029260 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2029443.125000 Penalty: 4848.526855
	Iteration 16Q: 3 clusters Score -2029443 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2029595.500000 Penalty: 4848.526855
	Iteration 17Q: 3 clusters Score -2029596 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2029709.125000 Penalty: 4848.526855
	Iteration 18Q: 3 clusters Score -2029709 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2029798.375000 Penalty: 4848.526855
	Iteration 19Q: 3 clusters Score -2029798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2029874.000000 Penalty: 4848.526855
	Iteration 20F: 3 clusters Score -2029874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2029917.375000 Penalty: 4848.526855
	Iteration 21Q: 3 clusters Score -2029917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2029947.750000 Penalty: 4848.526855
	Iteration 22Q: 3 clusters Score -2029948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2029968.125000 Penalty: 4848.526855
	Iteration 23Q: 3 clusters Score -2029968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2029989.000000 Penalty: 4848.526855
	Iteration 24Q: 3 clusters Score -2029989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2030007.500000 Penalty: 4848.526855
	Iteration 25Q: 3 clusters Score -2030008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2030017.250000 Penalty: 4848.526855
	Iteration 26Q: 3 clusters Score -2030017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2030025.125000 Penalty: 4848.526855
	Iteration 27Q: 3 clusters Score -2030025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2030032.625000 Penalty: 4848.526855
	Iteration 28Q: 3 clusters Score -2030033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2030037.000000 Penalty: 4848.526855
	Iteration 29Q: 3 clusters Score -2030037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2030044.750000 Penalty: 4848.526855
	Iteration 30Q: 3 clusters Score -2030045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2030049.750000 Penalty: 4848.526855
	Iteration 31Q: 3 clusters Score -2030050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2030049.875000 Penalty: 4848.526855
	Iteration 32Q: 3 clusters Score -2030050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2030048.125000 Penalty: 4848.526855
	Iteration 33Q: 3 clusters Score -2030048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2030051.875000 Penalty: 4848.526855
	Iteration 34Q: 3 clusters Score -2030052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2030055.500000 Penalty: 4848.526855
	Iteration 35Q: 3 clusters Score -2030056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2030059.375000 Penalty: 4848.526855
	Iteration 36Q: 3 clusters Score -2030059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2030065.375000 Penalty: 4848.526855
	Iteration 37Q: 3 clusters Score -2030065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2030067.125000 Penalty: 4848.526855
	Iteration 38Q: 3 clusters Score -2030067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2030066.250000 Penalty: 4848.526855
	Iteration 39Q: 3 clusters Score -2030066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2030068.000000 Penalty: 4848.526855
	Iteration 40F: 3 clusters Score -2030068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2030071.125000 Penalty: 4848.526855
	Iteration 41Q: 3 clusters Score -2030071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2030071.125000 Penalty: 4848.526855
	Iteration 42F: 3 clusters Score -2030071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -701172.125000 Penalty: 2160.111084
	Iteration 0F: 2 clusters Score -701172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -696054.812500 Penalty: 4320.222168
	Iteration 0F: 3 clusters Score -696054.8 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -697289.937500 Penalty: 4320.222168
	Iteration 1F: 3 clusters Score -697289.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -697484.187500 Penalty: 4320.222168
	Iteration 2F: 3 clusters Score -697484.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -697595.312500 Penalty: 4320.222168
	Iteration 3Q: 3 clusters Score -697595.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -697664.875000 Penalty: 4320.222168
	Iteration 4Q: 3 clusters Score -697664.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -697710.000000 Penalty: 4320.222168
	Iteration 5Q: 3 clusters Score -697710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -697742.187500 Penalty: 4320.222168
	Iteration 6Q: 3 clusters Score -697742.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -697772.875000 Penalty: 4320.222168
	Iteration 7Q: 3 clusters Score -697772.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -697794.625000 Penalty: 4320.222168
	Iteration 8Q: 3 clusters Score -697794.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -697810.062500 Penalty: 4320.222168
	Iteration 9Q: 3 clusters Score -697810.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -697824.687500 Penalty: 4320.222168
	Iteration 10Q: 3 clusters Score -697824.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -697838.500000 Penalty: 4320.222168
	Iteration 11Q: 3 clusters Score -697838.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -697858.375000 Penalty: 4320.222168
	Iteration 12Q: 3 clusters Score -697858.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -697875.812500 Penalty: 4320.222168
	Iteration 13Q: 3 clusters Score -697875.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -697891.312500 Penalty: 4320.222168
	Iteration 14Q: 3 clusters Score -697891.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -697912.250000 Penalty: 4320.222168
	Iteration 15Q: 3 clusters Score -697912.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -697939.875000 Penalty: 4320.222168
	Iteration 16Q: 3 clusters Score -697939.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -697960.375000 Penalty: 4320.222168
	Iteration 17Q: 3 clusters Score -697960.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -697980.125000 Penalty: 4320.222168
	Iteration 18Q: 3 clusters Score -697980.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -697998.000000 Penalty: 4320.222168
	Iteration 19Q: 3 clusters Score -697998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -698012.500000 Penalty: 4320.222168
	Iteration 20F: 3 clusters Score -698012.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -698031.125000 Penalty: 4320.222168
	Iteration 21Q: 3 clusters Score -698031.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -698046.687500 Penalty: 4320.222168
	Iteration 22Q: 3 clusters Score -698046.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -698065.312500 Penalty: 4320.222168
	Iteration 23Q: 3 clusters Score -698065.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -698094.375000 Penalty: 4320.222168
	Iteration 24Q: 3 clusters Score -698094.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -698125.250000 Penalty: 4320.222168
	Iteration 25Q: 3 clusters Score -698125.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -698149.750000 Penalty: 4320.222168
	Iteration 26Q: 3 clusters Score -698149.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -698178.000000 Penalty: 4320.222168
	Iteration 27Q: 3 clusters Score -698178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -698200.687500 Penalty: 4320.222168
	Iteration 28Q: 3 clusters Score -698200.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -698229.500000 Penalty: 4320.222168
	Iteration 29Q: 3 clusters Score -698229.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -698247.250000 Penalty: 4320.222168
	Iteration 30Q: 3 clusters Score -698247.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -698262.437500 Penalty: 4320.222168
	Iteration 31Q: 3 clusters Score -698262.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -698278.875000 Penalty: 4320.222168
	Iteration 32Q: 3 clusters Score -698278.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -698296.187500 Penalty: 4320.222168
	Iteration 33Q: 3 clusters Score -698296.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -698317.125000 Penalty: 4320.222168
	Iteration 34Q: 3 clusters Score -698317.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -698336.750000 Penalty: 4320.222168
	Iteration 35Q: 3 clusters Score -698336.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -698364.562500 Penalty: 4320.222168
	Iteration 36Q: 3 clusters Score -698364.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -698393.000000 Penalty: 4320.222168
	Iteration 37Q: 3 clusters Score -698393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -698420.437500 Penalty: 4320.222168
	Iteration 38Q: 3 clusters Score -698420.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -698445.937500 Penalty: 4320.222168
	Iteration 39Q: 3 clusters Score -698445.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -698473.687500 Penalty: 4320.222168
	Iteration 40F: 3 clusters Score -698473.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -698503.500000 Penalty: 4320.222168
	Iteration 41Q: 3 clusters Score -698503.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -698540.437500 Penalty: 4320.222168
	Iteration 42Q: 3 clusters Score -698540.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -698581.687500 Penalty: 4320.222168
	Iteration 43Q: 3 clusters Score -698581.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -698620.062500 Penalty: 4320.222168
	Iteration 44Q: 3 clusters Score -698620.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -698668.625000 Penalty: 4320.222168
	Iteration 45Q: 3 clusters Score -698668.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -698706.000000 Penalty: 4320.222168
	Iteration 46Q: 3 clusters Score -698706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -698737.750000 Penalty: 4320.222168
	Iteration 47Q: 3 clusters Score -698737.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -698772.437500 Penalty: 4320.222168
	Iteration 48Q: 3 clusters Score -698772.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -698810.812500 Penalty: 4320.222168
	Iteration 49Q: 3 clusters Score -698810.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -698844.312500 Penalty: 4320.222168
	Iteration 50Q: 3 clusters Score -698844.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -698877.812500 Penalty: 4320.222168
	Iteration 51Q: 3 clusters Score -698877.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -698908.750000 Penalty: 4320.222168
	Iteration 52Q: 3 clusters Score -698908.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -698946.562500 Penalty: 4320.222168
	Iteration 53Q: 3 clusters Score -698946.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -698982.250000 Penalty: 4320.222168
	Iteration 54Q: 3 clusters Score -698982.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -699007.312500 Penalty: 4320.222168
	Iteration 55Q: 3 clusters Score -699007.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -699023.312500 Penalty: 4320.222168
	Iteration 56Q: 3 clusters Score -699023.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -699041.625000 Penalty: 4320.222168
	Iteration 57Q: 3 clusters Score -699041.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -699062.750000 Penalty: 4320.222168
	Iteration 58Q: 3 clusters Score -699062.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -699083.187500 Penalty: 4320.222168
	Iteration 59Q: 3 clusters Score -699083.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -699102.375000 Penalty: 4320.222168
	Iteration 60F: 3 clusters Score -699102.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -699126.500000 Penalty: 4320.222168
	Iteration 61Q: 3 clusters Score -699126.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -699155.500000 Penalty: 4320.222168
	Iteration 62Q: 3 clusters Score -699155.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -699177.250000 Penalty: 4320.222168
	Iteration 63Q: 3 clusters Score -699177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -699196.000000 Penalty: 4320.222168
	Iteration 64Q: 3 clusters Score -699196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -699208.937500 Penalty: 4320.222168
	Iteration 65Q: 3 clusters Score -699208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -699225.250000 Penalty: 4320.222168
	Iteration 66Q: 3 clusters Score -699225.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -699245.375000 Penalty: 4320.222168
	Iteration 67Q: 3 clusters Score -699245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -699250.750000 Penalty: 4320.222168
	Iteration 68Q: 3 clusters Score -699250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -699255.000000 Penalty: 4320.222168
	Iteration 69Q: 3 clusters Score -699255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -699258.812500 Penalty: 4320.222168
	Iteration 70Q: 3 clusters Score -699258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -699266.250000 Penalty: 4320.222168
	Iteration 71Q: 3 clusters Score -699266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -699268.750000 Penalty: 4320.222168
	Iteration 72Q: 3 clusters Score -699268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -699269.812500 Penalty: 4320.222168
	Iteration 73Q: 3 clusters Score -699269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -699274.625000 Penalty: 4320.222168
	Iteration 74Q: 3 clusters Score -699274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -699278.062500 Penalty: 4320.222168
	Iteration 75Q: 3 clusters Score -699278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -699278.812500 Penalty: 4320.222168
	Iteration 76Q: 3 clusters Score -699278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -699278.812500 Penalty: 4320.222168
	Iteration 77F: 3 clusters Score -699278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -424911.625000 Penalty: 2064.194824
	Iteration 0F: 2 clusters Score -424911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -421033.406250 Penalty: 4128.389648
	Iteration 0F: 3 clusters Score -421033.4 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -422091.843750 Penalty: 4128.389648
	Iteration 1F: 3 clusters Score -422091.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -422414.687500 Penalty: 4128.389648
	Iteration 2F: 3 clusters Score -422414.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -422682.406250 Penalty: 4128.389648
	Iteration 3F: 3 clusters Score -422682.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -422954.781250 Penalty: 4128.389648
	Iteration 4F: 3 clusters Score -422954.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -423206.687500 Penalty: 4128.389648
	Iteration 5F: 3 clusters Score -423206.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -423386.156250 Penalty: 4128.389648
	Iteration 6Q: 3 clusters Score -423386.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -423508.187500 Penalty: 4128.389648
	Iteration 7Q: 3 clusters Score -423508.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -423601.906250 Penalty: 4128.389648
	Iteration 8Q: 3 clusters Score -423601.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -423670.218750 Penalty: 4128.389648
	Iteration 9Q: 3 clusters Score -423670.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -423709.531250 Penalty: 4128.389648
	Iteration 10Q: 3 clusters Score -423709.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -423743.593750 Penalty: 4128.389648
	Iteration 11Q: 3 clusters Score -423743.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -423773.968750 Penalty: 4128.389648
	Iteration 12Q: 3 clusters Score -423774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423799.593750 Penalty: 4128.389648
	Iteration 13Q: 3 clusters Score -423799.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -423823.312500 Penalty: 4128.389648
	Iteration 14Q: 3 clusters Score -423823.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -423839.125000 Penalty: 4128.389648
	Iteration 15Q: 3 clusters Score -423839.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -423855.312500 Penalty: 4128.389648
	Iteration 16Q: 3 clusters Score -423855.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -423874.812500 Penalty: 4128.389648
	Iteration 17Q: 3 clusters Score -423874.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -423891.343750 Penalty: 4128.389648
	Iteration 18Q: 3 clusters Score -423891.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -423903.843750 Penalty: 4128.389648
	Iteration 19Q: 3 clusters Score -423903.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423918.875000 Penalty: 4128.389648
	Iteration 20F: 3 clusters Score -423918.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -423929.718750 Penalty: 4128.389648
	Iteration 21Q: 3 clusters Score -423929.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -423937.125000 Penalty: 4128.389648
	Iteration 22Q: 3 clusters Score -423937.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -423942.906250 Penalty: 4128.389648
	Iteration 23Q: 3 clusters Score -423942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -423954.250000 Penalty: 4128.389648
	Iteration 24Q: 3 clusters Score -423954.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -423964.468750 Penalty: 4128.389648
	Iteration 25Q: 3 clusters Score -423964.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -423970.031250 Penalty: 4128.389648
	Iteration 26Q: 3 clusters Score -423970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -423976.562500 Penalty: 4128.389648
	Iteration 27Q: 3 clusters Score -423976.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -423981.062500 Penalty: 4128.389648
	Iteration 28Q: 3 clusters Score -423981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -423985.468750 Penalty: 4128.389648
	Iteration 29Q: 3 clusters Score -423985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -423991.125000 Penalty: 4128.389648
	Iteration 30Q: 3 clusters Score -423991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -423996.531250 Penalty: 4128.389648
	Iteration 31Q: 3 clusters Score -423996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -424005.875000 Penalty: 4128.389648
	Iteration 32Q: 3 clusters Score -424005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -424012.718750 Penalty: 4128.389648
	Iteration 33Q: 3 clusters Score -424012.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -424020.468750 Penalty: 4128.389648
	Iteration 34Q: 3 clusters Score -424020.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -424028.343750 Penalty: 4128.389648
	Iteration 35Q: 3 clusters Score -424028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -424043.500000 Penalty: 4128.389648
	Iteration 36Q: 3 clusters Score -424043.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -424064.468750 Penalty: 4128.389648
	Iteration 37Q: 3 clusters Score -424064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -424080.500000 Penalty: 4128.389648
	Iteration 38Q: 3 clusters Score -424080.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -424093.437500 Penalty: 4128.389648
	Iteration 39Q: 3 clusters Score -424093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -424102.875000 Penalty: 4128.389648
	Iteration 40F: 3 clusters Score -424102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -424108.625000 Penalty: 4128.389648
	Iteration 41Q: 3 clusters Score -424108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -424113.437500 Penalty: 4128.389648
	Iteration 42Q: 3 clusters Score -424113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -424119.468750 Penalty: 4128.389648
	Iteration 43Q: 3 clusters Score -424119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -424122.718750 Penalty: 4128.389648
	Iteration 44Q: 3 clusters Score -424122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -424124.687500 Penalty: 4128.389648
	Iteration 45Q: 3 clusters Score -424124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -424126.156250 Penalty: 4128.389648
	Iteration 46Q: 3 clusters Score -424126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -424126.750000 Penalty: 4128.389648
	Iteration 47Q: 3 clusters Score -424126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -424127.406250 Penalty: 4128.389648
	Iteration 48Q: 3 clusters Score -424127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -424129.093750 Penalty: 4128.389648
	Iteration 49Q: 3 clusters Score -424129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -424130.062500 Penalty: 4128.389648
	Iteration 50Q: 3 clusters Score -424130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -424130.593750 Penalty: 4128.389648
	Iteration 51Q: 3 clusters Score -424130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -424132.187500 Penalty: 4128.389648
	Iteration 52Q: 3 clusters Score -424132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -424134.406250 Penalty: 4128.389648
	Iteration 53Q: 3 clusters Score -424134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -424135.218750 Penalty: 4128.389648
	Iteration 54Q: 3 clusters Score -424135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -424135.593750 Penalty: 4128.389648
	Iteration 55Q: 3 clusters Score -424135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -424136.250000 Penalty: 4128.389648
	Iteration 56Q: 3 clusters Score -424136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -424136.125000 Penalty: 4128.389648
	Iteration 57Q: 3 clusters Score -424136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -424136.125000 Penalty: 4128.389648
	Iteration 58F: 3 clusters Score -424136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Entering Unmasked Estep 
Score: -2211127.500000 Penalty: 2449.149414
	Iteration 0F: 2 clusters Score -2211128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2197382.000000 Penalty: 4898.298828
	Iteration 0F: 3 clusters Score -2197382 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2202271.250000 Penalty: 4898.298828
	Iteration 1F: 3 clusters Score -2202271 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2203226.250000 Penalty: 4898.298828
	Iteration 2F: 3 clusters Score -2203226 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2204262.750000 Penalty: 4898.298828
	Iteration 3F: 3 clusters Score -2204263 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2205481.250000 Penalty: 4898.298828
	Iteration 4F: 3 clusters Score -2205481 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2206692.500000 Penalty: 4898.298828
	Iteration 5F: 3 clusters Score -2206692 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2207677.000000 Penalty: 4898.298828
	Iteration 6F: 3 clusters Score -2207677 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2208444.500000 Penalty: 4898.298828
	Iteration 7F: 3 clusters Score -2208444 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2208959.500000 Penalty: 4898.298828
	Iteration 8Q: 3 clusters Score -2208960 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2209315.750000 Penalty: 4898.298828
	Iteration 9Q: 3 clusters Score -2209316 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2209642.250000 Penalty: 4898.298828
	Iteration 10Q: 3 clusters Score -2209642 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2209934.500000 Penalty: 4898.298828
	Iteration 11Q: 3 clusters Score -2209934 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2210182.000000 Penalty: 4898.298828
	Iteration 12Q: 3 clusters Score -2210182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2210349.750000 Penalty: 4898.298828
	Iteration 13Q: 3 clusters Score -2210350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2210438.750000 Penalty: 4898.298828
	Iteration 14Q: 3 clusters Score -2210439 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2210493.500000 Penalty: 4898.298828
	Iteration 15Q: 3 clusters Score -2210494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2210517.500000 Penalty: 4898.298828
	Iteration 16Q: 3 clusters Score -2210518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2210541.000000 Penalty: 4898.298828
	Iteration 17Q: 3 clusters Score -2210541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2210552.000000 Penalty: 4898.298828
	Iteration 18Q: 3 clusters Score -2210552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2210564.500000 Penalty: 4898.298828
	Iteration 19Q: 3 clusters Score -2210564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2210574.500000 Penalty: 4898.298828
	Iteration 20F: 3 clusters Score -2210574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2210577.000000 Penalty: 4898.298828
	Iteration 21Q: 3 clusters Score -2210577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2210580.000000 Penalty: 4898.298828
	Iteration 22Q: 3 clusters Score -2210580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2210584.250000 Penalty: 4898.298828
	Iteration 23Q: 3 clusters Score -2210584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2210585.000000 Penalty: 4898.298828
	Iteration 24Q: 3 clusters Score -2210585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2210583.500000 Penalty: 4898.298828
	Iteration 25Q: 3 clusters Score -2210584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2210586.500000 Penalty: 4898.298828
	Iteration 26Q: 3 clusters Score -2210586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2210583.750000 Penalty: 4898.298828
	Iteration 27Q: 3 clusters Score -2210584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2210585.250000 Penalty: 4898.298828
	Iteration 28Q: 3 clusters Score -2210585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2210587.500000 Penalty: 4898.298828
	Iteration 29Q: 3 clusters Score -2210588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2210587.500000 Penalty: 4898.298828
	Iteration 30F: 3 clusters Score -2210588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -97556.867188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -97556.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95901.523438 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -95901.52 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96362.390625 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -96362.39 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96501.085938 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -96501.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -96578.734375 Penalty: 3384.889404
	Iteration 3Q: 3 clusters Score -96578.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -96611.281250 Penalty: 3384.889404
	Iteration 4Q: 3 clusters Score -96611.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96628.882812 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -96628.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96646.109375 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -96646.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96660.390625 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -96660.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96689.578125 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -96689.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -96769.023438 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -96769.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97049.234375 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -97049.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -97406.750000 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -97406.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -97493.851562 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -97493.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -97567.914062 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -97567.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97592.257812 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -97592.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -97621.593750 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -97621.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -97640.914062 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -97640.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -97651.968750 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -97651.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -97651.968750 Penalty: 3384.889404
	Iteration 18F: 3 clusters Score -97651.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24656 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168709 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19450 members 
Mstep: Class 40 contains 742 members 
Mstep: Class 41 contains 6338 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2526 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33803 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8128 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5457 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29805 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13684 members 
Mstep: Class 75 contains 11876 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6089 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22315 members 
Mstep: Class 83 contains 4070 members 
Mstep: Class 84 contains 7210 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8276 members 
Mstep: Class 88 contains 7681 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8578 members 
Mstep: Class 94 contains 4936 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2147 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 178 members 
Entering Unmasked Estep 
Score: -212287136.000000 Penalty: 380867.500000
Splitting cluster 40 changes total score from -212288672.000000 to -212287136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -694762.125000 Penalty: 2171.070801
	Iteration 0F: 2 clusters Score -694762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -689430.437500 Penalty: 4342.141602
	Iteration 0F: 3 clusters Score -689430.4 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -690795.500000 Penalty: 4342.141602
	Iteration 1F: 3 clusters Score -690795.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -691091.000000 Penalty: 4342.141602
	Iteration 2F: 3 clusters Score -691091 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -691317.375000 Penalty: 4342.141602
	Iteration 3F: 3 clusters Score -691317.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -691497.687500 Penalty: 4342.141602
	Iteration 4Q: 3 clusters Score -691497.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -691644.000000 Penalty: 4342.141602
	Iteration 5Q: 3 clusters Score -691644 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -691802.125000 Penalty: 4342.141602
	Iteration 6Q: 3 clusters Score -691802.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -691986.500000 Penalty: 4342.141602
	Iteration 7Q: 3 clusters Score -691986.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -692205.875000 Penalty: 4342.141602
	Iteration 8Q: 3 clusters Score -692205.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -692527.500000 Penalty: 4342.141602
	Iteration 9Q: 3 clusters Score -692527.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -692908.375000 Penalty: 4342.141602
	Iteration 10F: 3 clusters Score -692908.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -693295.875000 Penalty: 4342.141602
	Iteration 11F: 3 clusters Score -693295.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -693551.125000 Penalty: 4342.141602
	Iteration 12Q: 3 clusters Score -693551.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -693694.062500 Penalty: 4342.141602
	Iteration 13Q: 3 clusters Score -693694.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693758.312500 Penalty: 4342.141602
	Iteration 14Q: 3 clusters Score -693758.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -693795.500000 Penalty: 4342.141602
	Iteration 15Q: 3 clusters Score -693795.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -693819.500000 Penalty: 4342.141602
	Iteration 16Q: 3 clusters Score -693819.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -693834.437500 Penalty: 4342.141602
	Iteration 17Q: 3 clusters Score -693834.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -693845.125000 Penalty: 4342.141602
	Iteration 18Q: 3 clusters Score -693845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -693851.625000 Penalty: 4342.141602
	Iteration 19Q: 3 clusters Score -693851.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -693852.875000 Penalty: 4342.141602
	Iteration 20F: 3 clusters Score -693852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -693852.625000 Penalty: 4342.141602
	Iteration 21Q: 3 clusters Score -693852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -693854.875000 Penalty: 4342.141602
	Iteration 22Q: 3 clusters Score -693854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -693854.500000 Penalty: 4342.141602
	Iteration 23Q: 3 clusters Score -693854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -693854.500000 Penalty: 4342.141602
	Iteration 24F: 3 clusters Score -693854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -968980.375000 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -968980.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -961781.125000 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -961781.1 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -964097.937500 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -964097.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -964637.812500 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -964637.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -965120.375000 Penalty: 4537.480469
	Iteration 3F: 3 clusters Score -965120.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -965537.875000 Penalty: 4537.480469
	Iteration 4F: 3 clusters Score -965537.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -965907.937500 Penalty: 4537.480469
	Iteration 5F: 3 clusters Score -965907.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -966226.125000 Penalty: 4537.480469
	Iteration 6F: 3 clusters Score -966226.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -966436.312500 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -966436.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -966583.125000 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -966583.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -966691.687500 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -966691.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -966770.187500 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -966770.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -966836.562500 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -966836.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -966897.750000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -966897.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -966958.000000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -966958 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -967011.375000 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -967011.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -967061.375000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -967061.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -967116.937500 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -967116.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -967172.250000 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -967172.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -967219.187500 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -967219.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -967271.812500 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -967271.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -967339.625000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -967339.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -967389.937500 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -967389.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -967429.875000 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -967429.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -967465.375000 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -967465.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -967500.375000 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -967500.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -967535.500000 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -967535.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -967578.687500 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -967578.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -967631.875000 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -967631.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -967684.312500 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -967684.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -967731.250000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -967731.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -967789.187500 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -967789.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -967860.375000 Penalty: 4537.480469
	Iteration 31Q: 3 clusters Score -967860.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -967914.937500 Penalty: 4537.480469
	Iteration 32Q: 3 clusters Score -967914.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -967962.125000 Penalty: 4537.480469
	Iteration 33Q: 3 clusters Score -967962.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -968004.437500 Penalty: 4537.480469
	Iteration 34Q: 3 clusters Score -968004.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -968050.375000 Penalty: 4537.480469
	Iteration 35Q: 3 clusters Score -968050.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -968093.312500 Penalty: 4537.480469
	Iteration 36Q: 3 clusters Score -968093.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -968133.625000 Penalty: 4537.480469
	Iteration 37Q: 3 clusters Score -968133.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -968160.125000 Penalty: 4537.480469
	Iteration 38Q: 3 clusters Score -968160.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -968183.187500 Penalty: 4537.480469
	Iteration 39Q: 3 clusters Score -968183.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -968198.125000 Penalty: 4537.480469
	Iteration 40F: 3 clusters Score -968198.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -968217.125000 Penalty: 4537.480469
	Iteration 41Q: 3 clusters Score -968217.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -968232.500000 Penalty: 4537.480469
	Iteration 42Q: 3 clusters Score -968232.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -968246.562500 Penalty: 4537.480469
	Iteration 43Q: 3 clusters Score -968246.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -968255.500000 Penalty: 4537.480469
	Iteration 44Q: 3 clusters Score -968255.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -968264.375000 Penalty: 4537.480469
	Iteration 45Q: 3 clusters Score -968264.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -968274.750000 Penalty: 4537.480469
	Iteration 46Q: 3 clusters Score -968274.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -968284.000000 Penalty: 4537.480469
	Iteration 47Q: 3 clusters Score -968284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -968293.625000 Penalty: 4537.480469
	Iteration 48Q: 3 clusters Score -968293.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -968298.250000 Penalty: 4537.480469
	Iteration 49Q: 3 clusters Score -968298.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -968303.687500 Penalty: 4537.480469
	Iteration 50Q: 3 clusters Score -968303.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -968308.812500 Penalty: 4537.480469
	Iteration 51Q: 3 clusters Score -968308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -968312.875000 Penalty: 4537.480469
	Iteration 52Q: 3 clusters Score -968312.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -968311.000000 Penalty: 4537.480469
	Iteration 53Q: 3 clusters Score -968311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -968312.187500 Penalty: 4537.480469
	Iteration 54Q: 3 clusters Score -968312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -968314.812500 Penalty: 4537.480469
	Iteration 55Q: 3 clusters Score -968314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -968313.625000 Penalty: 4537.480469
	Iteration 56Q: 3 clusters Score -968313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -968316.437500 Penalty: 4537.480469
	Iteration 57Q: 3 clusters Score -968316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -968315.687500 Penalty: 4537.480469
	Iteration 58Q: 3 clusters Score -968315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -968314.375000 Penalty: 4537.480469
	Iteration 59Q: 3 clusters Score -968314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -968316.062500 Penalty: 4537.480469
	Iteration 60F: 3 clusters Score -968316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -968315.625000 Penalty: 4537.480469
	Iteration 61Q: 3 clusters Score -968315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -968317.812500 Penalty: 4537.480469
	Iteration 62Q: 3 clusters Score -968317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -968319.625000 Penalty: 4537.480469
	Iteration 63Q: 3 clusters Score -968319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -968319.875000 Penalty: 4537.480469
	Iteration 64Q: 3 clusters Score -968319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -968319.562500 Penalty: 4537.480469
	Iteration 65Q: 3 clusters Score -968319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -968319.812500 Penalty: 4537.480469
	Iteration 66Q: 3 clusters Score -968319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -968319.812500 Penalty: 4537.480469
	Iteration 67F: 3 clusters Score -968319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -1095099.000000 Penalty: 2285.697266
	Iteration 0F: 2 clusters Score -1095099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1087321.500000 Penalty: 4571.394531
	Iteration 0F: 3 clusters Score -1087322 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1089621.750000 Penalty: 4571.394531
	Iteration 1F: 3 clusters Score -1089622 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1089921.375000 Penalty: 4571.394531
	Iteration 2F: 3 clusters Score -1089921 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1090149.625000 Penalty: 4571.394531
	Iteration 3Q: 3 clusters Score -1090150 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1090331.000000 Penalty: 4571.394531
	Iteration 4Q: 3 clusters Score -1090331 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1090504.250000 Penalty: 4571.394531
	Iteration 5Q: 3 clusters Score -1090504 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1090690.500000 Penalty: 4571.394531
	Iteration 6Q: 3 clusters Score -1090690 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1090899.625000 Penalty: 4571.394531
	Iteration 7Q: 3 clusters Score -1090900 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1091102.625000 Penalty: 4571.394531
	Iteration 8Q: 3 clusters Score -1091103 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1091319.375000 Penalty: 4571.394531
	Iteration 9Q: 3 clusters Score -1091319 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1091520.125000 Penalty: 4571.394531
	Iteration 10Q: 3 clusters Score -1091520 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1091698.750000 Penalty: 4571.394531
	Iteration 11Q: 3 clusters Score -1091699 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1091876.125000 Penalty: 4571.394531
	Iteration 12Q: 3 clusters Score -1091876 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1092042.625000 Penalty: 4571.394531
	Iteration 13Q: 3 clusters Score -1092043 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1092196.750000 Penalty: 4571.394531
	Iteration 14Q: 3 clusters Score -1092197 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1092336.125000 Penalty: 4571.394531
	Iteration 15Q: 3 clusters Score -1092336 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1092430.500000 Penalty: 4571.394531
	Iteration 16Q: 3 clusters Score -1092430 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1092496.375000 Penalty: 4571.394531
	Iteration 17Q: 3 clusters Score -1092496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1092569.875000 Penalty: 4571.394531
	Iteration 18Q: 3 clusters Score -1092570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1092636.000000 Penalty: 4571.394531
	Iteration 19Q: 3 clusters Score -1092636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1092692.875000 Penalty: 4571.394531
	Iteration 20F: 3 clusters Score -1092693 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1092744.625000 Penalty: 4571.394531
	Iteration 21Q: 3 clusters Score -1092745 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1092811.375000 Penalty: 4571.394531
	Iteration 22Q: 3 clusters Score -1092811 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1092890.125000 Penalty: 4571.394531
	Iteration 23Q: 3 clusters Score -1092890 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1092973.875000 Penalty: 4571.394531
	Iteration 24Q: 3 clusters Score -1092974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1093061.250000 Penalty: 4571.394531
	Iteration 25Q: 3 clusters Score -1093061 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1093139.125000 Penalty: 4571.394531
	Iteration 26Q: 3 clusters Score -1093139 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1093197.750000 Penalty: 4571.394531
	Iteration 27Q: 3 clusters Score -1093198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1093237.625000 Penalty: 4571.394531
	Iteration 28Q: 3 clusters Score -1093238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1093270.875000 Penalty: 4571.394531
	Iteration 29Q: 3 clusters Score -1093271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1093292.375000 Penalty: 4571.394531
	Iteration 30Q: 3 clusters Score -1093292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1093308.500000 Penalty: 4571.394531
	Iteration 31Q: 3 clusters Score -1093308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1093325.875000 Penalty: 4571.394531
	Iteration 32Q: 3 clusters Score -1093326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1093340.000000 Penalty: 4571.394531
	Iteration 33Q: 3 clusters Score -1093340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1093349.750000 Penalty: 4571.394531
	Iteration 34Q: 3 clusters Score -1093350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1093356.750000 Penalty: 4571.394531
	Iteration 35Q: 3 clusters Score -1093357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1093365.875000 Penalty: 4571.394531
	Iteration 36Q: 3 clusters Score -1093366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1093368.000000 Penalty: 4571.394531
	Iteration 37Q: 3 clusters Score -1093368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1093372.125000 Penalty: 4571.394531
	Iteration 38Q: 3 clusters Score -1093372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1093374.125000 Penalty: 4571.394531
	Iteration 39Q: 3 clusters Score -1093374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1093377.625000 Penalty: 4571.394531
	Iteration 40F: 3 clusters Score -1093378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1093380.375000 Penalty: 4571.394531
	Iteration 41Q: 3 clusters Score -1093380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1093383.250000 Penalty: 4571.394531
	Iteration 42Q: 3 clusters Score -1093383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1093388.375000 Penalty: 4571.394531
	Iteration 43Q: 3 clusters Score -1093388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1093393.125000 Penalty: 4571.394531
	Iteration 44Q: 3 clusters Score -1093393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1093393.875000 Penalty: 4571.394531
	Iteration 45Q: 3 clusters Score -1093394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1093396.875000 Penalty: 4571.394531
	Iteration 46Q: 3 clusters Score -1093397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1093402.375000 Penalty: 4571.394531
	Iteration 47Q: 3 clusters Score -1093402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1093405.500000 Penalty: 4571.394531
	Iteration 48Q: 3 clusters Score -1093406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1093408.250000 Penalty: 4571.394531
	Iteration 49Q: 3 clusters Score -1093408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1093410.125000 Penalty: 4571.394531
	Iteration 50Q: 3 clusters Score -1093410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1093410.250000 Penalty: 4571.394531
	Iteration 51Q: 3 clusters Score -1093410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1093410.750000 Penalty: 4571.394531
	Iteration 52Q: 3 clusters Score -1093411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1093414.125000 Penalty: 4571.394531
	Iteration 53Q: 3 clusters Score -1093414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1093413.250000 Penalty: 4571.394531
	Iteration 54Q: 3 clusters Score -1093413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1093414.625000 Penalty: 4571.394531
	Iteration 55Q: 3 clusters Score -1093415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1093414.750000 Penalty: 4571.394531
	Iteration 56Q: 3 clusters Score -1093415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1093415.625000 Penalty: 4571.394531
	Iteration 57Q: 3 clusters Score -1093416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1093416.000000 Penalty: 4571.394531
	Iteration 58Q: 3 clusters Score -1093416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1093419.750000 Penalty: 4571.394531
	Iteration 59Q: 3 clusters Score -1093420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1093417.625000 Penalty: 4571.394531
	Iteration 60F: 3 clusters Score -1093418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1093420.375000 Penalty: 4571.394531
	Iteration 61Q: 3 clusters Score -1093420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1093421.000000 Penalty: 4571.394531
	Iteration 62Q: 3 clusters Score -1093421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1093423.125000 Penalty: 4571.394531
	Iteration 63Q: 3 clusters Score -1093423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1093423.750000 Penalty: 4571.394531
	Iteration 64Q: 3 clusters Score -1093424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1093423.875000 Penalty: 4571.394531
	Iteration 65Q: 3 clusters Score -1093424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1093426.875000 Penalty: 4571.394531
	Iteration 66Q: 3 clusters Score -1093427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1093427.125000 Penalty: 4571.394531
	Iteration 67Q: 3 clusters Score -1093427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1093426.625000 Penalty: 4571.394531
	Iteration 68Q: 3 clusters Score -1093427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1093429.625000 Penalty: 4571.394531
	Iteration 69Q: 3 clusters Score -1093430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1093432.000000 Penalty: 4571.394531
	Iteration 70Q: 3 clusters Score -1093432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1093432.750000 Penalty: 4571.394531
	Iteration 71Q: 3 clusters Score -1093433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1093437.625000 Penalty: 4571.394531
	Iteration 72Q: 3 clusters Score -1093438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1093439.625000 Penalty: 4571.394531
	Iteration 73Q: 3 clusters Score -1093440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1093444.000000 Penalty: 4571.394531
	Iteration 74Q: 3 clusters Score -1093444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1093451.500000 Penalty: 4571.394531
	Iteration 75Q: 3 clusters Score -1093452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1093451.250000 Penalty: 4571.394531
	Iteration 76Q: 3 clusters Score -1093451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1093452.125000 Penalty: 4571.394531
	Iteration 77Q: 3 clusters Score -1093452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1093452.875000 Penalty: 4571.394531
	Iteration 78Q: 3 clusters Score -1093453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1093453.500000 Penalty: 4571.394531
	Iteration 79Q: 3 clusters Score -1093454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1093457.375000 Penalty: 4571.394531
	Iteration 80F: 3 clusters Score -1093457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1093460.875000 Penalty: 4571.394531
	Iteration 81Q: 3 clusters Score -1093461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1093462.500000 Penalty: 4571.394531
	Iteration 82Q: 3 clusters Score -1093462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1093463.000000 Penalty: 4571.394531
	Iteration 83Q: 3 clusters Score -1093463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1093468.750000 Penalty: 4571.394531
	Iteration 84Q: 3 clusters Score -1093469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1093472.125000 Penalty: 4571.394531
	Iteration 85Q: 3 clusters Score -1093472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1093478.125000 Penalty: 4571.394531
	Iteration 86Q: 3 clusters Score -1093478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1093484.250000 Penalty: 4571.394531
	Iteration 87Q: 3 clusters Score -1093484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1093491.750000 Penalty: 4571.394531
	Iteration 88Q: 3 clusters Score -1093492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1093498.250000 Penalty: 4571.394531
	Iteration 89Q: 3 clusters Score -1093498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1093504.375000 Penalty: 4571.394531
	Iteration 90Q: 3 clusters Score -1093504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1093520.250000 Penalty: 4571.394531
	Iteration 91Q: 3 clusters Score -1093520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1093531.125000 Penalty: 4571.394531
	Iteration 92Q: 3 clusters Score -1093531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1093539.125000 Penalty: 4571.394531
	Iteration 93Q: 3 clusters Score -1093539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1093547.375000 Penalty: 4571.394531
	Iteration 94Q: 3 clusters Score -1093547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1093554.000000 Penalty: 4571.394531
	Iteration 95Q: 3 clusters Score -1093554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1093557.250000 Penalty: 4571.394531
	Iteration 96Q: 3 clusters Score -1093557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1093564.000000 Penalty: 4571.394531
	Iteration 97Q: 3 clusters Score -1093564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1093570.125000 Penalty: 4571.394531
	Iteration 98Q: 3 clusters Score -1093570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1093579.875000 Penalty: 4571.394531
	Iteration 99Q: 3 clusters Score -1093580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1093586.750000 Penalty: 4571.394531
	Iteration 100F: 3 clusters Score -1093587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1093588.125000 Penalty: 4571.394531
	Iteration 101Q: 3 clusters Score -1093588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1093595.500000 Penalty: 4571.394531
	Iteration 102Q: 3 clusters Score -1093596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1093603.625000 Penalty: 4571.394531
	Iteration 103Q: 3 clusters Score -1093604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1093613.375000 Penalty: 4571.394531
	Iteration 104Q: 3 clusters Score -1093613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1093618.500000 Penalty: 4571.394531
	Iteration 105Q: 3 clusters Score -1093618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1093624.625000 Penalty: 4571.394531
	Iteration 106Q: 3 clusters Score -1093625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1093633.000000 Penalty: 4571.394531
	Iteration 107Q: 3 clusters Score -1093633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1093645.250000 Penalty: 4571.394531
	Iteration 108Q: 3 clusters Score -1093645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1093656.500000 Penalty: 4571.394531
	Iteration 109Q: 3 clusters Score -1093656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1093661.000000 Penalty: 4571.394531
	Iteration 110Q: 3 clusters Score -1093661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1093669.125000 Penalty: 4571.394531
	Iteration 111Q: 3 clusters Score -1093669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1093673.875000 Penalty: 4571.394531
	Iteration 112Q: 3 clusters Score -1093674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1093679.000000 Penalty: 4571.394531
	Iteration 113Q: 3 clusters Score -1093679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1093682.375000 Penalty: 4571.394531
	Iteration 114Q: 3 clusters Score -1093682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1093685.500000 Penalty: 4571.394531
	Iteration 115Q: 3 clusters Score -1093686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1093690.875000 Penalty: 4571.394531
	Iteration 116Q: 3 clusters Score -1093691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1093694.125000 Penalty: 4571.394531
	Iteration 117Q: 3 clusters Score -1093694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1093694.375000 Penalty: 4571.394531
	Iteration 118Q: 3 clusters Score -1093694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1093697.875000 Penalty: 4571.394531
	Iteration 119Q: 3 clusters Score -1093698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1093701.250000 Penalty: 4571.394531
	Iteration 120F: 3 clusters Score -1093701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1093701.625000 Penalty: 4571.394531
	Iteration 121Q: 3 clusters Score -1093702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1093700.625000 Penalty: 4571.394531
	Iteration 122Q: 3 clusters Score -1093701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1093703.125000 Penalty: 4571.394531
	Iteration 123Q: 3 clusters Score -1093703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1093702.375000 Penalty: 4571.394531
	Iteration 124Q: 3 clusters Score -1093702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1093702.375000 Penalty: 4571.394531
	Iteration 125F: 3 clusters Score -1093702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (51162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Entering Unmasked Estep 
Score: -5868485.000000 Penalty: 2689.002686
	Iteration 0F: 2 clusters Score -5868485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5834133.000000 Penalty: 5378.005371
	Iteration 0F: 3 clusters Score -5834133 nChanged 23608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5847379.000000 Penalty: 5378.005371
	Iteration 1F: 3 clusters Score -5847379 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5848382.000000 Penalty: 5378.005371
	Iteration 2Q: 3 clusters Score -5848382 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -5849713.500000 Penalty: 5378.005371
	Iteration 3F: 3 clusters Score -5849714 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -5851692.500000 Penalty: 5378.005371
	Iteration 4F: 3 clusters Score -5851692 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -5854452.000000 Penalty: 5378.005371
	Iteration 5F: 3 clusters Score -5854452 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -5857999.000000 Penalty: 5378.005371
	Iteration 6F: 3 clusters Score -5857999 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5861644.000000 Penalty: 5378.005371
	Iteration 7F: 3 clusters Score -5861644 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5864022.000000 Penalty: 5378.005371
	Iteration 8F: 3 clusters Score -5864022 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5865191.500000 Penalty: 5378.005371
	Iteration 9Q: 3 clusters Score -5865192 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5865707.500000 Penalty: 5378.005371
	Iteration 10Q: 3 clusters Score -5865708 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5865912.000000 Penalty: 5378.005371
	Iteration 11Q: 3 clusters Score -5865912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5866007.500000 Penalty: 5378.005371
	Iteration 12Q: 3 clusters Score -5866008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5866068.500000 Penalty: 5378.005371
	Iteration 13Q: 3 clusters Score -5866068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5866122.000000 Penalty: 5378.005371
	Iteration 14Q: 3 clusters Score -5866122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5866133.500000 Penalty: 5378.005371
	Iteration 15Q: 3 clusters Score -5866134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5866142.000000 Penalty: 5378.005371
	Iteration 16Q: 3 clusters Score -5866142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5866141.500000 Penalty: 5378.005371
	Iteration 17Q: 3 clusters Score -5866142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5866152.000000 Penalty: 5378.005371
	Iteration 18Q: 3 clusters Score -5866152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5866152.000000 Penalty: 5378.005371
	Iteration 19Q: 3 clusters Score -5866152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5866153.500000 Penalty: 5378.005371
	Iteration 20F: 3 clusters Score -5866154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -273520.156250 Penalty: 1958.621704
	Iteration 0F: 2 clusters Score -273520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -270458.750000 Penalty: 3917.243408
	Iteration 0F: 3 clusters Score -270458.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -271165.687500 Penalty: 3917.243408
	Iteration 1F: 3 clusters Score -271165.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -271465.625000 Penalty: 3917.243408
	Iteration 2F: 3 clusters Score -271465.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -271704.875000 Penalty: 3917.243408
	Iteration 3F: 3 clusters Score -271704.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271913.593750 Penalty: 3917.243408
	Iteration 4F: 3 clusters Score -271913.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -272038.093750 Penalty: 3917.243408
	Iteration 5Q: 3 clusters Score -272038.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -272120.968750 Penalty: 3917.243408
	Iteration 6Q: 3 clusters Score -272121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -272190.625000 Penalty: 3917.243408
	Iteration 7Q: 3 clusters Score -272190.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -272245.968750 Penalty: 3917.243408
	Iteration 8Q: 3 clusters Score -272246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -272289.062500 Penalty: 3917.243408
	Iteration 9Q: 3 clusters Score -272289.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272326.500000 Penalty: 3917.243408
	Iteration 10Q: 3 clusters Score -272326.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -272352.468750 Penalty: 3917.243408
	Iteration 11Q: 3 clusters Score -272352.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -272367.375000 Penalty: 3917.243408
	Iteration 12Q: 3 clusters Score -272367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -272376.593750 Penalty: 3917.243408
	Iteration 13Q: 3 clusters Score -272376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -272380.343750 Penalty: 3917.243408
	Iteration 14Q: 3 clusters Score -272380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -272383.062500 Penalty: 3917.243408
	Iteration 15Q: 3 clusters Score -272383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -272390.125000 Penalty: 3917.243408
	Iteration 16Q: 3 clusters Score -272390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -272397.812500 Penalty: 3917.243408
	Iteration 17Q: 3 clusters Score -272397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -272408.750000 Penalty: 3917.243408
	Iteration 18Q: 3 clusters Score -272408.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -272424.218750 Penalty: 3917.243408
	Iteration 19Q: 3 clusters Score -272424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -272432.812500 Penalty: 3917.243408
	Iteration 20F: 3 clusters Score -272432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -272438.312500 Penalty: 3917.243408
	Iteration 21Q: 3 clusters Score -272438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -272446.593750 Penalty: 3917.243408
	Iteration 22Q: 3 clusters Score -272446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -272456.406250 Penalty: 3917.243408
	Iteration 23Q: 3 clusters Score -272456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -272461.906250 Penalty: 3917.243408
	Iteration 24Q: 3 clusters Score -272461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -272463.312500 Penalty: 3917.243408
	Iteration 25Q: 3 clusters Score -272463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -272463.312500 Penalty: 3917.243408
	Iteration 26F: 3 clusters Score -272463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -224827.734375 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -224827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -221899.937500 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -221899.9 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -222611.890625 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -222611.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -222927.265625 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -222927.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -223245.218750 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -223245.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223505.109375 Penalty: 3885.858643
	Iteration 4F: 3 clusters Score -223505.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223695.984375 Penalty: 3885.858643
	Iteration 5F: 3 clusters Score -223696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -223869.312500 Penalty: 3885.858643
	Iteration 6Q: 3 clusters Score -223869.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -224001.796875 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -224001.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -224076.390625 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -224076.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -224145.296875 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -224145.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -224205.453125 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -224205.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -224252.812500 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -224252.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -224280.046875 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -224280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -224290.046875 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -224290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224299.734375 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -224299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224307.953125 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -224308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -224312.265625 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -224312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224315.406250 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -224315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -224318.796875 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -224318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224321.750000 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -224321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224324.093750 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -224324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -224325.390625 Penalty: 3885.858643
	Iteration 21Q: 3 clusters Score -224325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -224327.203125 Penalty: 3885.858643
	Iteration 22Q: 3 clusters Score -224327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -224331.140625 Penalty: 3885.858643
	Iteration 23Q: 3 clusters Score -224331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -224331.765625 Penalty: 3885.858643
	Iteration 24Q: 3 clusters Score -224331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -224333.046875 Penalty: 3885.858643
	Iteration 25Q: 3 clusters Score -224333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -224333.906250 Penalty: 3885.858643
	Iteration 26Q: 3 clusters Score -224333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -224335.515625 Penalty: 3885.858643
	Iteration 27Q: 3 clusters Score -224335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -224337.593750 Penalty: 3885.858643
	Iteration 28Q: 3 clusters Score -224337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -224340.281250 Penalty: 3885.858643
	Iteration 29Q: 3 clusters Score -224340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -224341.171875 Penalty: 3885.858643
	Iteration 30Q: 3 clusters Score -224341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -224341.171875 Penalty: 3885.858643
	Iteration 31F: 3 clusters Score -224341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -275691.093750 Penalty: 1940.957886
	Iteration 0F: 2 clusters Score -275691.1 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 1237 members 
Entering Unmasked Estep 
Score: -272748.406250 Penalty: 3881.915771
	Iteration 0F: 3 clusters Score -272748.4 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -273554.875000 Penalty: 3881.915771
	Iteration 1F: 3 clusters Score -273554.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -273820.500000 Penalty: 3881.915771
	Iteration 2F: 3 clusters Score -273820.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274000.593750 Penalty: 3881.915771
	Iteration 3F: 3 clusters Score -274000.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -274173.968750 Penalty: 3881.915771
	Iteration 4Q: 3 clusters Score -274174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -274320.125000 Penalty: 3881.915771
	Iteration 5Q: 3 clusters Score -274320.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274449.687500 Penalty: 3881.915771
	Iteration 6Q: 3 clusters Score -274449.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -274561.562500 Penalty: 3881.915771
	Iteration 7Q: 3 clusters Score -274561.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -274636.656250 Penalty: 3881.915771
	Iteration 8Q: 3 clusters Score -274636.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -274707.062500 Penalty: 3881.915771
	Iteration 9Q: 3 clusters Score -274707.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -274780.843750 Penalty: 3881.915771
	Iteration 10Q: 3 clusters Score -274780.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274866.562500 Penalty: 3881.915771
	Iteration 11Q: 3 clusters Score -274866.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274991.656250 Penalty: 3881.915771
	Iteration 12Q: 3 clusters Score -274991.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -275111.625000 Penalty: 3881.915771
	Iteration 13Q: 3 clusters Score -275111.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -275188.125000 Penalty: 3881.915771
	Iteration 14Q: 3 clusters Score -275188.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -275227.281250 Penalty: 3881.915771
	Iteration 15Q: 3 clusters Score -275227.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -275242.093750 Penalty: 3881.915771
	Iteration 16Q: 3 clusters Score -275242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -275254.250000 Penalty: 3881.915771
	Iteration 17Q: 3 clusters Score -275254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -275256.343750 Penalty: 3881.915771
	Iteration 18Q: 3 clusters Score -275256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -275256.906250 Penalty: 3881.915771
	Iteration 19Q: 3 clusters Score -275256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -275257.437500 Penalty: 3881.915771
	Iteration 20F: 3 clusters Score -275257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Entering Unmasked Estep 
Score: -1771583.375000 Penalty: 2390.148926
	Iteration 0F: 2 clusters Score -1771583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1760470.625000 Penalty: 4780.297852
	Iteration 0F: 3 clusters Score -1760471 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1764020.250000 Penalty: 4780.297852
	Iteration 1F: 3 clusters Score -1764020 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1764391.625000 Penalty: 4780.297852
	Iteration 2F: 3 clusters Score -1764392 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1764627.750000 Penalty: 4780.297852
	Iteration 3Q: 3 clusters Score -1764628 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1764829.875000 Penalty: 4780.297852
	Iteration 4Q: 3 clusters Score -1764830 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1764997.750000 Penalty: 4780.297852
	Iteration 5Q: 3 clusters Score -1764998 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1765195.375000 Penalty: 4780.297852
	Iteration 6Q: 3 clusters Score -1765195 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1765430.875000 Penalty: 4780.297852
	Iteration 7Q: 3 clusters Score -1765431 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1765733.500000 Penalty: 4780.297852
	Iteration 8Q: 3 clusters Score -1765734 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1766116.500000 Penalty: 4780.297852
	Iteration 9Q: 3 clusters Score -1766116 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1766598.125000 Penalty: 4780.297852
	Iteration 10Q: 3 clusters Score -1766598 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1767142.625000 Penalty: 4780.297852
	Iteration 11F: 3 clusters Score -1767143 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1767728.000000 Penalty: 4780.297852
	Iteration 12Q: 3 clusters Score -1767728 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1768286.625000 Penalty: 4780.297852
	Iteration 13Q: 3 clusters Score -1768287 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1768711.750000 Penalty: 4780.297852
	Iteration 14Q: 3 clusters Score -1768712 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1769004.250000 Penalty: 4780.297852
	Iteration 15Q: 3 clusters Score -1769004 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1769205.500000 Penalty: 4780.297852
	Iteration 16Q: 3 clusters Score -1769206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1769333.250000 Penalty: 4780.297852
	Iteration 17Q: 3 clusters Score -1769333 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1769420.250000 Penalty: 4780.297852
	Iteration 18Q: 3 clusters Score -1769420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1769490.000000 Penalty: 4780.297852
	Iteration 19Q: 3 clusters Score -1769490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1769537.875000 Penalty: 4780.297852
	Iteration 20F: 3 clusters Score -1769538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1769570.625000 Penalty: 4780.297852
	Iteration 21Q: 3 clusters Score -1769571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1769586.875000 Penalty: 4780.297852
	Iteration 22Q: 3 clusters Score -1769587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1769609.000000 Penalty: 4780.297852
	Iteration 23Q: 3 clusters Score -1769609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1769618.750000 Penalty: 4780.297852
	Iteration 24Q: 3 clusters Score -1769619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1769620.125000 Penalty: 4780.297852
	Iteration 25Q: 3 clusters Score -1769620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1769622.125000 Penalty: 4780.297852
	Iteration 26Q: 3 clusters Score -1769622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1769622.125000 Penalty: 4780.297852
	Iteration 27F: 3 clusters Score -1769622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -278732.718750 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -278732.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -275692.281250 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -275692.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -276353.843750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -276353.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -276529.343750 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -276529.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -276622.468750 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -276622.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -276692.250000 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -276692.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -276753.625000 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -276753.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -276798.125000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -276798.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -276830.375000 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -276830.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -276864.468750 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -276864.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -276895.968750 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -276896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -276929.406250 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -276929.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -276960.531250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -276960.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276983.343750 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -276983.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -276998.281250 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -276998.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -277014.906250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -277014.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -277032.312500 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -277032.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -277055.531250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -277055.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -277077.281250 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -277077.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -277100.062500 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -277100.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -277120.031250 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -277120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -277134.687500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -277134.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -277157.343750 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -277157.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277177.312500 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -277177.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -277192.718750 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -277192.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -277205.468750 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -277205.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277213.562500 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -277213.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277223.125000 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -277223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -277232.312500 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -277232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -277236.000000 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -277236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -277241.687500 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -277241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -277246.218750 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -277246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -277249.656250 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -277249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -277250.343750 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -277250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -277250.875000 Penalty: 3906.624512
	Iteration 33Q: 3 clusters Score -277250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -277252.906250 Penalty: 3906.624512
	Iteration 34Q: 3 clusters Score -277252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -277254.468750 Penalty: 3906.624512
	Iteration 35Q: 3 clusters Score -277254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277257.156250 Penalty: 3906.624512
	Iteration 36Q: 3 clusters Score -277257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277259.781250 Penalty: 3906.624512
	Iteration 37Q: 3 clusters Score -277259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -277260.156250 Penalty: 3906.624512
	Iteration 38Q: 3 clusters Score -277260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -277261.656250 Penalty: 3906.624512
	Iteration 39Q: 3 clusters Score -277261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -277264.531250 Penalty: 3906.624512
	Iteration 40F: 3 clusters Score -277264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277266.968750 Penalty: 3906.624512
	Iteration 41Q: 3 clusters Score -277267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -277269.968750 Penalty: 3906.624512
	Iteration 42Q: 3 clusters Score -277270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277273.437500 Penalty: 3906.624512
	Iteration 43Q: 3 clusters Score -277273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -277279.437500 Penalty: 3906.624512
	Iteration 44Q: 3 clusters Score -277279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -277281.500000 Penalty: 3906.624512
	Iteration 45Q: 3 clusters Score -277281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -277282.875000 Penalty: 3906.624512
	Iteration 46Q: 3 clusters Score -277282.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -277285.375000 Penalty: 3906.624512
	Iteration 47Q: 3 clusters Score -277285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -277287.718750 Penalty: 3906.624512
	Iteration 48Q: 3 clusters Score -277287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -277287.968750 Penalty: 3906.624512
	Iteration 49Q: 3 clusters Score -277288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -277288.343750 Penalty: 3906.624512
	Iteration 50Q: 3 clusters Score -277288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -277288.750000 Penalty: 3906.624512
	Iteration 51Q: 3 clusters Score -277288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -277289.906250 Penalty: 3906.624512
	Iteration 52Q: 3 clusters Score -277289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -277289.906250 Penalty: 3906.624512
	Iteration 53F: 3 clusters Score -277289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (43326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Entering Unmasked Estep 
Score: -5006316.000000 Penalty: 2647.773926
	Iteration 0F: 2 clusters Score -5006316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4976782.000000 Penalty: 5295.547852
	Iteration 0F: 3 clusters Score -4976782 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4987876.000000 Penalty: 5295.547852
	Iteration 1F: 3 clusters Score -4987876 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4988575.500000 Penalty: 5295.547852
	Iteration 2Q: 3 clusters Score -4988576 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4989264.500000 Penalty: 5295.547852
	Iteration 3Q: 3 clusters Score -4989264 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4990212.500000 Penalty: 5295.547852
	Iteration 4Q: 3 clusters Score -4990212 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4991224.500000 Penalty: 5295.547852
	Iteration 5F: 3 clusters Score -4991224 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4992392.000000 Penalty: 5295.547852
	Iteration 6F: 3 clusters Score -4992392 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4993792.500000 Penalty: 5295.547852
	Iteration 7F: 3 clusters Score -4993792 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4995236.500000 Penalty: 5295.547852
	Iteration 8F: 3 clusters Score -4995236 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4996864.500000 Penalty: 5295.547852
	Iteration 9F: 3 clusters Score -4996864 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4998556.500000 Penalty: 5295.547852
	Iteration 10F: 3 clusters Score -4998556 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5000098.000000 Penalty: 5295.547852
	Iteration 11Q: 3 clusters Score -5000098 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5001366.500000 Penalty: 5295.547852
	Iteration 12Q: 3 clusters Score -5001366 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5002238.500000 Penalty: 5295.547852
	Iteration 13Q: 3 clusters Score -5002238 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5002898.500000 Penalty: 5295.547852
	Iteration 14Q: 3 clusters Score -5002898 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5003309.500000 Penalty: 5295.547852
	Iteration 15Q: 3 clusters Score -5003310 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5003566.000000 Penalty: 5295.547852
	Iteration 16Q: 3 clusters Score -5003566 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5003753.500000 Penalty: 5295.547852
	Iteration 17Q: 3 clusters Score -5003754 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5003854.000000 Penalty: 5295.547852
	Iteration 18Q: 3 clusters Score -5003854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5003919.500000 Penalty: 5295.547852
	Iteration 19Q: 3 clusters Score -5003920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5003964.000000 Penalty: 5295.547852
	Iteration 20F: 3 clusters Score -5003964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5003996.500000 Penalty: 5295.547852
	Iteration 21Q: 3 clusters Score -5003996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5004019.500000 Penalty: 5295.547852
	Iteration 22Q: 3 clusters Score -5004020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5004047.000000 Penalty: 5295.547852
	Iteration 23Q: 3 clusters Score -5004047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5004058.000000 Penalty: 5295.547852
	Iteration 24Q: 3 clusters Score -5004058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5004071.000000 Penalty: 5295.547852
	Iteration 25Q: 3 clusters Score -5004071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5004085.000000 Penalty: 5295.547852
	Iteration 26Q: 3 clusters Score -5004085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5004103.000000 Penalty: 5295.547852
	Iteration 27Q: 3 clusters Score -5004103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5004111.000000 Penalty: 5295.547852
	Iteration 28Q: 3 clusters Score -5004111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5004123.000000 Penalty: 5295.547852
	Iteration 29Q: 3 clusters Score -5004123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5004133.000000 Penalty: 5295.547852
	Iteration 30Q: 3 clusters Score -5004133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5004137.000000 Penalty: 5295.547852
	Iteration 31Q: 3 clusters Score -5004137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5004132.000000 Penalty: 5295.547852
	Iteration 32Q: 3 clusters Score -5004132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5004145.500000 Penalty: 5295.547852
	Iteration 33Q: 3 clusters Score -5004146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5004148.000000 Penalty: 5295.547852
	Iteration 34Q: 3 clusters Score -5004148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5004155.500000 Penalty: 5295.547852
	Iteration 35Q: 3 clusters Score -5004156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5004160.500000 Penalty: 5295.547852
	Iteration 36Q: 3 clusters Score -5004160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5004156.500000 Penalty: 5295.547852
	Iteration 37Q: 3 clusters Score -5004156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5004167.000000 Penalty: 5295.547852
	Iteration 38Q: 3 clusters Score -5004167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5004169.500000 Penalty: 5295.547852
	Iteration 39Q: 3 clusters Score -5004170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5004172.000000 Penalty: 5295.547852
	Iteration 40F: 3 clusters Score -5004172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5004168.500000 Penalty: 5295.547852
	Iteration 41Q: 3 clusters Score -5004168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5004165.500000 Penalty: 5295.547852
	Iteration 42Q: 3 clusters Score -5004166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5004177.500000 Penalty: 5295.547852
	Iteration 43Q: 3 clusters Score -5004178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5004172.000000 Penalty: 5295.547852
	Iteration 44Q: 3 clusters Score -5004172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5004172.000000 Penalty: 5295.547852
	Iteration 45F: 3 clusters Score -5004172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Entering Unmasked Estep 
Score: -3808389.500000 Penalty: 2586.219482
	Iteration 0F: 2 clusters Score -3808390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3785313.750000 Penalty: 5172.438965
	Iteration 0F: 3 clusters Score -3785314 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3793785.500000 Penalty: 5172.438965
	Iteration 1F: 3 clusters Score -3793786 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3794297.500000 Penalty: 5172.438965
	Iteration 2Q: 3 clusters Score -3794298 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3794755.500000 Penalty: 5172.438965
	Iteration 3Q: 3 clusters Score -3794756 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3795224.250000 Penalty: 5172.438965
	Iteration 4Q: 3 clusters Score -3795224 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3795771.750000 Penalty: 5172.438965
	Iteration 5Q: 3 clusters Score -3795772 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3796438.500000 Penalty: 5172.438965
	Iteration 6Q: 3 clusters Score -3796438 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3797357.250000 Penalty: 5172.438965
	Iteration 7Q: 3 clusters Score -3797357 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3798576.750000 Penalty: 5172.438965
	Iteration 8F: 3 clusters Score -3798577 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3799974.000000 Penalty: 5172.438965
	Iteration 9F: 3 clusters Score -3799974 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3801567.500000 Penalty: 5172.438965
	Iteration 10F: 3 clusters Score -3801568 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3803102.000000 Penalty: 5172.438965
	Iteration 11F: 3 clusters Score -3803102 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3804278.500000 Penalty: 5172.438965
	Iteration 12Q: 3 clusters Score -3804278 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3805033.000000 Penalty: 5172.438965
	Iteration 13Q: 3 clusters Score -3805033 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3805522.000000 Penalty: 5172.438965
	Iteration 14Q: 3 clusters Score -3805522 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3805807.000000 Penalty: 5172.438965
	Iteration 15Q: 3 clusters Score -3805807 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3806052.000000 Penalty: 5172.438965
	Iteration 16Q: 3 clusters Score -3806052 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3806233.250000 Penalty: 5172.438965
	Iteration 17Q: 3 clusters Score -3806233 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3806385.250000 Penalty: 5172.438965
	Iteration 18Q: 3 clusters Score -3806385 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3806518.000000 Penalty: 5172.438965
	Iteration 19Q: 3 clusters Score -3806518 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3806598.500000 Penalty: 5172.438965
	Iteration 20F: 3 clusters Score -3806598 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3806665.750000 Penalty: 5172.438965
	Iteration 21Q: 3 clusters Score -3806666 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3806758.250000 Penalty: 5172.438965
	Iteration 22Q: 3 clusters Score -3806758 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3806833.000000 Penalty: 5172.438965
	Iteration 23Q: 3 clusters Score -3806833 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3806871.250000 Penalty: 5172.438965
	Iteration 24Q: 3 clusters Score -3806871 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3806902.500000 Penalty: 5172.438965
	Iteration 25Q: 3 clusters Score -3806902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3806935.250000 Penalty: 5172.438965
	Iteration 26Q: 3 clusters Score -3806935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3806973.000000 Penalty: 5172.438965
	Iteration 27Q: 3 clusters Score -3806973 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3806991.500000 Penalty: 5172.438965
	Iteration 28Q: 3 clusters Score -3806992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3807013.250000 Penalty: 5172.438965
	Iteration 29Q: 3 clusters Score -3807013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3807037.000000 Penalty: 5172.438965
	Iteration 30Q: 3 clusters Score -3807037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3807056.500000 Penalty: 5172.438965
	Iteration 31Q: 3 clusters Score -3807056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3807061.250000 Penalty: 5172.438965
	Iteration 32Q: 3 clusters Score -3807061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3807085.000000 Penalty: 5172.438965
	Iteration 33Q: 3 clusters Score -3807085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3807087.000000 Penalty: 5172.438965
	Iteration 34Q: 3 clusters Score -3807087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3807096.750000 Penalty: 5172.438965
	Iteration 35Q: 3 clusters Score -3807097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3807093.250000 Penalty: 5172.438965
	Iteration 36Q: 3 clusters Score -3807093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3807085.500000 Penalty: 5172.438965
	Iteration 37Q: 3 clusters Score -3807086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3807087.250000 Penalty: 5172.438965
	Iteration 38Q: 3 clusters Score -3807087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3807080.250000 Penalty: 5172.438965
	Iteration 39Q: 3 clusters Score -3807080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3807090.250000 Penalty: 5172.438965
	Iteration 40F: 3 clusters Score -3807090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3807089.500000 Penalty: 5172.438965
	Iteration 41Q: 3 clusters Score -3807090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3807090.750000 Penalty: 5172.438965
	Iteration 42Q: 3 clusters Score -3807091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3807088.250000 Penalty: 5172.438965
	Iteration 43Q: 3 clusters Score -3807088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3807091.500000 Penalty: 5172.438965
	Iteration 44Q: 3 clusters Score -3807092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3807089.500000 Penalty: 5172.438965
	Iteration 45Q: 3 clusters Score -3807090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3807093.000000 Penalty: 5172.438965
	Iteration 46Q: 3 clusters Score -3807093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3807101.250000 Penalty: 5172.438965
	Iteration 47Q: 3 clusters Score -3807101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3807095.500000 Penalty: 5172.438965
	Iteration 48Q: 3 clusters Score -3807096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3807099.750000 Penalty: 5172.438965
	Iteration 49Q: 3 clusters Score -3807100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3807102.500000 Penalty: 5172.438965
	Iteration 50Q: 3 clusters Score -3807102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3807102.500000 Penalty: 5172.438965
	Iteration 51F: 3 clusters Score -3807102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -608031.625000 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -608031.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -603289.437500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -603289.4 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -604477.750000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -604477.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -604727.625000 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -604727.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -604867.375000 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -604867.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -604965.937500 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -604965.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -605027.375000 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -605027.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -605074.312500 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -605074.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -605103.000000 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -605103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -605131.250000 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -605131.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -605155.687500 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -605155.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -605178.875000 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -605178.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -605192.500000 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -605192.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -605200.687500 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -605200.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -605207.687500 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -605207.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -605211.437500 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -605211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -605215.937500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -605215.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -605225.312500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -605225.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -605232.125000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -605232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -605243.625000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -605243.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -605250.562500 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -605250.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -605257.125000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -605257.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -605263.437500 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -605263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -605267.687500 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -605267.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -605273.250000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -605273.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -605277.000000 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -605277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -605281.000000 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -605281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -605287.187500 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -605287.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -605289.437500 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -605289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -605292.375000 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -605292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -605295.812500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -605295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -605297.312500 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -605297.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -605299.687500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -605299.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -605303.000000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -605303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -605306.937500 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -605306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -605309.625000 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -605309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -605313.625000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -605313.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -605319.312500 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -605319.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -605322.500000 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -605322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -605325.000000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -605325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -605329.125000 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -605329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -605338.437500 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -605338.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -605348.250000 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -605348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -605352.312500 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -605352.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -605360.750000 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -605360.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -605364.000000 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -605364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -605369.875000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -605369.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -605376.000000 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -605376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -605384.937500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -605384.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -605395.312500 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -605395.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -605409.562500 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -605409.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -605423.625000 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -605423.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -605435.875000 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -605435.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -605454.062500 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -605454.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -605475.250000 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -605475.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -605498.125000 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -605498.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -605522.500000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -605522.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -605544.937500 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -605544.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -605568.625000 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -605568.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -605594.250000 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -605594.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -605615.187500 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -605615.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -605643.375000 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -605643.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -605679.312500 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -605679.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -605715.250000 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -605715.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -605762.500000 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -605762.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -605806.125000 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -605806.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -605840.562500 Penalty: 4253.803711
	Iteration 65Q: 3 clusters Score -605840.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -605871.750000 Penalty: 4253.803711
	Iteration 66Q: 3 clusters Score -605871.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -605895.875000 Penalty: 4253.803711
	Iteration 67Q: 3 clusters Score -605895.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -605916.750000 Penalty: 4253.803711
	Iteration 68Q: 3 clusters Score -605916.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -605936.125000 Penalty: 4253.803711
	Iteration 69Q: 3 clusters Score -605936.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -605961.000000 Penalty: 4253.803711
	Iteration 70Q: 3 clusters Score -605961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -605981.375000 Penalty: 4253.803711
	Iteration 71Q: 3 clusters Score -605981.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -606000.250000 Penalty: 4253.803711
	Iteration 72Q: 3 clusters Score -606000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -606014.812500 Penalty: 4253.803711
	Iteration 73Q: 3 clusters Score -606014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -606020.437500 Penalty: 4253.803711
	Iteration 74Q: 3 clusters Score -606020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -606025.875000 Penalty: 4253.803711
	Iteration 75Q: 3 clusters Score -606025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -606032.625000 Penalty: 4253.803711
	Iteration 76Q: 3 clusters Score -606032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -606040.250000 Penalty: 4253.803711
	Iteration 77Q: 3 clusters Score -606040.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -606051.187500 Penalty: 4253.803711
	Iteration 78Q: 3 clusters Score -606051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -606058.562500 Penalty: 4253.803711
	Iteration 79Q: 3 clusters Score -606058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -606064.312500 Penalty: 4253.803711
	Iteration 80F: 3 clusters Score -606064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -606069.500000 Penalty: 4253.803711
	Iteration 81Q: 3 clusters Score -606069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -606071.937500 Penalty: 4253.803711
	Iteration 82Q: 3 clusters Score -606071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -606071.875000 Penalty: 4253.803711
	Iteration 83Q: 3 clusters Score -606071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -606073.812500 Penalty: 4253.803711
	Iteration 84Q: 3 clusters Score -606073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -606076.937500 Penalty: 4253.803711
	Iteration 85Q: 3 clusters Score -606076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -606080.250000 Penalty: 4253.803711
	Iteration 86Q: 3 clusters Score -606080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -606084.937500 Penalty: 4253.803711
	Iteration 87Q: 3 clusters Score -606084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -606087.125000 Penalty: 4253.803711
	Iteration 88Q: 3 clusters Score -606087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -606088.937500 Penalty: 4253.803711
	Iteration 89Q: 3 clusters Score -606088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -606089.187500 Penalty: 4253.803711
	Iteration 90Q: 3 clusters Score -606089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -606090.250000 Penalty: 4253.803711
	Iteration 91Q: 3 clusters Score -606090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -606091.875000 Penalty: 4253.803711
	Iteration 92Q: 3 clusters Score -606091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -606092.437500 Penalty: 4253.803711
	Iteration 93Q: 3 clusters Score -606092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -606092.750000 Penalty: 4253.803711
	Iteration 94Q: 3 clusters Score -606092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -606094.250000 Penalty: 4253.803711
	Iteration 95Q: 3 clusters Score -606094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -606093.812500 Penalty: 4253.803711
	Iteration 96Q: 3 clusters Score -606093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -606096.875000 Penalty: 4253.803711
	Iteration 97Q: 3 clusters Score -606096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -606097.250000 Penalty: 4253.803711
	Iteration 98Q: 3 clusters Score -606097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -606097.250000 Penalty: 4253.803711
	Iteration 99F: 3 clusters Score -606097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -508199.906250 Penalty: 2093.625488
	Iteration 0F: 2 clusters Score -508199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -503938.875000 Penalty: 4187.250977
	Iteration 0F: 3 clusters Score -503938.9 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -504958.500000 Penalty: 4187.250977
	Iteration 1F: 3 clusters Score -504958.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -505243.593750 Penalty: 4187.250977
	Iteration 2F: 3 clusters Score -505243.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -505514.531250 Penalty: 4187.250977
	Iteration 3F: 3 clusters Score -505514.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -505788.406250 Penalty: 4187.250977
	Iteration 4F: 3 clusters Score -505788.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -506114.093750 Penalty: 4187.250977
	Iteration 5F: 3 clusters Score -506114.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -506519.437500 Penalty: 4187.250977
	Iteration 6F: 3 clusters Score -506519.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -506956.750000 Penalty: 4187.250977
	Iteration 7F: 3 clusters Score -506956.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -507298.312500 Penalty: 4187.250977
	Iteration 8F: 3 clusters Score -507298.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -507548.875000 Penalty: 4187.250977
	Iteration 9Q: 3 clusters Score -507548.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -507718.968750 Penalty: 4187.250977
	Iteration 10Q: 3 clusters Score -507719 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -507818.156250 Penalty: 4187.250977
	Iteration 11Q: 3 clusters Score -507818.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -507885.906250 Penalty: 4187.250977
	Iteration 12Q: 3 clusters Score -507885.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -507933.750000 Penalty: 4187.250977
	Iteration 13Q: 3 clusters Score -507933.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -507962.750000 Penalty: 4187.250977
	Iteration 14Q: 3 clusters Score -507962.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -507986.875000 Penalty: 4187.250977
	Iteration 15Q: 3 clusters Score -507986.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -508008.812500 Penalty: 4187.250977
	Iteration 16Q: 3 clusters Score -508008.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -508025.468750 Penalty: 4187.250977
	Iteration 17Q: 3 clusters Score -508025.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -508033.625000 Penalty: 4187.250977
	Iteration 18Q: 3 clusters Score -508033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -508038.062500 Penalty: 4187.250977
	Iteration 19Q: 3 clusters Score -508038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -508042.687500 Penalty: 4187.250977
	Iteration 20F: 3 clusters Score -508042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -508047.781250 Penalty: 4187.250977
	Iteration 21Q: 3 clusters Score -508047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -508052.375000 Penalty: 4187.250977
	Iteration 22Q: 3 clusters Score -508052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -508054.187500 Penalty: 4187.250977
	Iteration 23Q: 3 clusters Score -508054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -508054.156250 Penalty: 4187.250977
	Iteration 24Q: 3 clusters Score -508054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -508054.156250 Penalty: 4187.250977
	Iteration 25F: 3 clusters Score -508054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -858825.437500 Penalty: 2232.761230
	Iteration 0F: 2 clusters Score -858825.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -852361.062500 Penalty: 4465.522461
	Iteration 0F: 3 clusters Score -852361.1 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -854363.062500 Penalty: 4465.522461
	Iteration 1F: 3 clusters Score -854363.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -854865.625000 Penalty: 4465.522461
	Iteration 2F: 3 clusters Score -854865.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -855290.250000 Penalty: 4465.522461
	Iteration 3F: 3 clusters Score -855290.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -855654.125000 Penalty: 4465.522461
	Iteration 4F: 3 clusters Score -855654.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -855963.875000 Penalty: 4465.522461
	Iteration 5Q: 3 clusters Score -855963.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -856219.687500 Penalty: 4465.522461
	Iteration 6Q: 3 clusters Score -856219.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -856425.125000 Penalty: 4465.522461
	Iteration 7Q: 3 clusters Score -856425.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -856565.500000 Penalty: 4465.522461
	Iteration 8Q: 3 clusters Score -856565.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -856665.125000 Penalty: 4465.522461
	Iteration 9Q: 3 clusters Score -856665.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -856776.312500 Penalty: 4465.522461
	Iteration 10Q: 3 clusters Score -856776.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -856897.562500 Penalty: 4465.522461
	Iteration 11Q: 3 clusters Score -856897.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -857008.000000 Penalty: 4465.522461
	Iteration 12Q: 3 clusters Score -857008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -857102.125000 Penalty: 4465.522461
	Iteration 13Q: 3 clusters Score -857102.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -857214.875000 Penalty: 4465.522461
	Iteration 14Q: 3 clusters Score -857214.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -857321.875000 Penalty: 4465.522461
	Iteration 15Q: 3 clusters Score -857321.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -857437.125000 Penalty: 4465.522461
	Iteration 16Q: 3 clusters Score -857437.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -857565.500000 Penalty: 4465.522461
	Iteration 17Q: 3 clusters Score -857565.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -857685.125000 Penalty: 4465.522461
	Iteration 18Q: 3 clusters Score -857685.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -857812.125000 Penalty: 4465.522461
	Iteration 19Q: 3 clusters Score -857812.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -857906.875000 Penalty: 4465.522461
	Iteration 20F: 3 clusters Score -857906.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -857965.062500 Penalty: 4465.522461
	Iteration 21Q: 3 clusters Score -857965.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -858004.625000 Penalty: 4465.522461
	Iteration 22Q: 3 clusters Score -858004.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -858029.375000 Penalty: 4465.522461
	Iteration 23Q: 3 clusters Score -858029.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -858048.812500 Penalty: 4465.522461
	Iteration 24Q: 3 clusters Score -858048.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -858062.437500 Penalty: 4465.522461
	Iteration 25Q: 3 clusters Score -858062.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -858077.000000 Penalty: 4465.522461
	Iteration 26Q: 3 clusters Score -858077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -858087.437500 Penalty: 4465.522461
	Iteration 27Q: 3 clusters Score -858087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -858099.250000 Penalty: 4465.522461
	Iteration 28Q: 3 clusters Score -858099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -858102.937500 Penalty: 4465.522461
	Iteration 29Q: 3 clusters Score -858102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -858109.187500 Penalty: 4465.522461
	Iteration 30Q: 3 clusters Score -858109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -858111.187500 Penalty: 4465.522461
	Iteration 31Q: 3 clusters Score -858111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -858112.812500 Penalty: 4465.522461
	Iteration 32Q: 3 clusters Score -858112.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -858115.062500 Penalty: 4465.522461
	Iteration 33Q: 3 clusters Score -858115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -858118.187500 Penalty: 4465.522461
	Iteration 34Q: 3 clusters Score -858118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -858117.125000 Penalty: 4465.522461
	Iteration 35Q: 3 clusters Score -858117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -858117.562500 Penalty: 4465.522461
	Iteration 36Q: 3 clusters Score -858117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -858117.125000 Penalty: 4465.522461
	Iteration 37Q: 3 clusters Score -858117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -858118.187500 Penalty: 4465.522461
	Iteration 38Q: 3 clusters Score -858118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -858116.312500 Penalty: 4465.522461
	Iteration 39Q: 3 clusters Score -858116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -858118.375000 Penalty: 4465.522461
	Iteration 40F: 3 clusters Score -858118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -858118.500000 Penalty: 4465.522461
	Iteration 41Q: 3 clusters Score -858118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -858118.500000 Penalty: 4465.522461
	Iteration 42F: 3 clusters Score -858118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Entering Unmasked Estep 
Score: -2461068.750000 Penalty: 2473.260986
	Iteration 0F: 2 clusters Score -2461069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2446039.500000 Penalty: 4946.521973
	Iteration 0F: 3 clusters Score -2446040 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2451056.500000 Penalty: 4946.521973
	Iteration 1F: 3 clusters Score -2451056 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2451434.750000 Penalty: 4946.521973
	Iteration 2F: 3 clusters Score -2451435 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2451741.500000 Penalty: 4946.521973
	Iteration 3Q: 3 clusters Score -2451742 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2452056.500000 Penalty: 4946.521973
	Iteration 4Q: 3 clusters Score -2452056 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2452398.000000 Penalty: 4946.521973
	Iteration 5Q: 3 clusters Score -2452398 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2452828.000000 Penalty: 4946.521973
	Iteration 6Q: 3 clusters Score -2452828 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2453439.250000 Penalty: 4946.521973
	Iteration 7F: 3 clusters Score -2453439 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2454241.000000 Penalty: 4946.521973
	Iteration 8F: 3 clusters Score -2454241 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2455343.750000 Penalty: 4946.521973
	Iteration 9F: 3 clusters Score -2455344 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2456470.000000 Penalty: 4946.521973
	Iteration 10F: 3 clusters Score -2456470 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2457434.500000 Penalty: 4946.521973
	Iteration 11Q: 3 clusters Score -2457434 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2458079.500000 Penalty: 4946.521973
	Iteration 12Q: 3 clusters Score -2458080 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2458433.750000 Penalty: 4946.521973
	Iteration 13Q: 3 clusters Score -2458434 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2458617.750000 Penalty: 4946.521973
	Iteration 14Q: 3 clusters Score -2458618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2458747.750000 Penalty: 4946.521973
	Iteration 15Q: 3 clusters Score -2458748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2458814.750000 Penalty: 4946.521973
	Iteration 16Q: 3 clusters Score -2458815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2458855.750000 Penalty: 4946.521973
	Iteration 17Q: 3 clusters Score -2458856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2458877.250000 Penalty: 4946.521973
	Iteration 18Q: 3 clusters Score -2458877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2458899.250000 Penalty: 4946.521973
	Iteration 19Q: 3 clusters Score -2458899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2458915.250000 Penalty: 4946.521973
	Iteration 20F: 3 clusters Score -2458915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2458927.250000 Penalty: 4946.521973
	Iteration 21Q: 3 clusters Score -2458927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2458928.750000 Penalty: 4946.521973
	Iteration 22Q: 3 clusters Score -2458929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2458930.000000 Penalty: 4946.521973
	Iteration 23Q: 3 clusters Score -2458930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2458929.750000 Penalty: 4946.521973
	Iteration 24Q: 3 clusters Score -2458930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2458929.750000 Penalty: 4946.521973
	Iteration 25F: 3 clusters Score -2458930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -662029.062500 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -662029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -656653.937500 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -656653.9 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -658292.375000 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -658292.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -658765.250000 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -658765.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -659191.000000 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -659191 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -659510.062500 Penalty: 4350.060547
	Iteration 4F: 3 clusters Score -659510.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -659736.125000 Penalty: 4350.060547
	Iteration 5F: 3 clusters Score -659736.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -659888.125000 Penalty: 4350.060547
	Iteration 6Q: 3 clusters Score -659888.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -659996.875000 Penalty: 4350.060547
	Iteration 7Q: 3 clusters Score -659996.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -660056.562500 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -660056.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -660095.250000 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -660095.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -660122.312500 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -660122.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -660142.062500 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -660142.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -660162.687500 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -660162.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -660187.312500 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -660187.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -660208.562500 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -660208.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -660229.750000 Penalty: 4350.060547
	Iteration 15Q: 3 clusters Score -660229.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -660257.312500 Penalty: 4350.060547
	Iteration 16Q: 3 clusters Score -660257.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -660296.875000 Penalty: 4350.060547
	Iteration 17Q: 3 clusters Score -660296.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -660340.062500 Penalty: 4350.060547
	Iteration 18Q: 3 clusters Score -660340.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -660369.375000 Penalty: 4350.060547
	Iteration 19Q: 3 clusters Score -660369.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -660398.500000 Penalty: 4350.060547
	Iteration 20F: 3 clusters Score -660398.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -660431.937500 Penalty: 4350.060547
	Iteration 21Q: 3 clusters Score -660431.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -660472.000000 Penalty: 4350.060547
	Iteration 22Q: 3 clusters Score -660472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -660518.562500 Penalty: 4350.060547
	Iteration 23Q: 3 clusters Score -660518.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -660566.812500 Penalty: 4350.060547
	Iteration 24Q: 3 clusters Score -660566.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -660629.562500 Penalty: 4350.060547
	Iteration 25Q: 3 clusters Score -660629.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -660684.875000 Penalty: 4350.060547
	Iteration 26Q: 3 clusters Score -660684.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -660742.625000 Penalty: 4350.060547
	Iteration 27Q: 3 clusters Score -660742.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -660787.375000 Penalty: 4350.060547
	Iteration 28Q: 3 clusters Score -660787.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -660812.625000 Penalty: 4350.060547
	Iteration 29Q: 3 clusters Score -660812.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -660838.375000 Penalty: 4350.060547
	Iteration 30Q: 3 clusters Score -660838.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -660858.187500 Penalty: 4350.060547
	Iteration 31Q: 3 clusters Score -660858.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -660871.562500 Penalty: 4350.060547
	Iteration 32Q: 3 clusters Score -660871.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -660885.750000 Penalty: 4350.060547
	Iteration 33Q: 3 clusters Score -660885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -660897.125000 Penalty: 4350.060547
	Iteration 34Q: 3 clusters Score -660897.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -660901.937500 Penalty: 4350.060547
	Iteration 35Q: 3 clusters Score -660901.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -660907.375000 Penalty: 4350.060547
	Iteration 36Q: 3 clusters Score -660907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -660909.500000 Penalty: 4350.060547
	Iteration 37Q: 3 clusters Score -660909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -660909.875000 Penalty: 4350.060547
	Iteration 38Q: 3 clusters Score -660909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -660912.750000 Penalty: 4350.060547
	Iteration 39Q: 3 clusters Score -660912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -660914.062500 Penalty: 4350.060547
	Iteration 40F: 3 clusters Score -660914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -660914.750000 Penalty: 4350.060547
	Iteration 41Q: 3 clusters Score -660914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -660913.750000 Penalty: 4350.060547
	Iteration 42Q: 3 clusters Score -660913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -660915.187500 Penalty: 4350.060547
	Iteration 43Q: 3 clusters Score -660915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -660919.375000 Penalty: 4350.060547
	Iteration 44Q: 3 clusters Score -660919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660919.937500 Penalty: 4350.060547
	Iteration 45Q: 3 clusters Score -660919.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660921.250000 Penalty: 4350.060547
	Iteration 46Q: 3 clusters Score -660921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -660925.562500 Penalty: 4350.060547
	Iteration 47Q: 3 clusters Score -660925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -660925.500000 Penalty: 4350.060547
	Iteration 48Q: 3 clusters Score -660925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -660926.125000 Penalty: 4350.060547
	Iteration 49Q: 3 clusters Score -660926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -660926.562500 Penalty: 4350.060547
	Iteration 50Q: 3 clusters Score -660926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660926.375000 Penalty: 4350.060547
	Iteration 51Q: 3 clusters Score -660926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660929.000000 Penalty: 4350.060547
	Iteration 52Q: 3 clusters Score -660929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -660928.500000 Penalty: 4350.060547
	Iteration 53Q: 3 clusters Score -660928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -660929.250000 Penalty: 4350.060547
	Iteration 54Q: 3 clusters Score -660929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -660931.562500 Penalty: 4350.060547
	Iteration 55Q: 3 clusters Score -660931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -660932.812500 Penalty: 4350.060547
	Iteration 56Q: 3 clusters Score -660932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -660933.937500 Penalty: 4350.060547
	Iteration 57Q: 3 clusters Score -660933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -660934.062500 Penalty: 4350.060547
	Iteration 58Q: 3 clusters Score -660934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -660934.437500 Penalty: 4350.060547
	Iteration 59Q: 3 clusters Score -660934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -660936.687500 Penalty: 4350.060547
	Iteration 60F: 3 clusters Score -660936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -660937.187500 Penalty: 4350.060547
	Iteration 61Q: 3 clusters Score -660937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -660938.062500 Penalty: 4350.060547
	Iteration 62Q: 3 clusters Score -660938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -660939.500000 Penalty: 4350.060547
	Iteration 63Q: 3 clusters Score -660939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -660940.312500 Penalty: 4350.060547
	Iteration 64Q: 3 clusters Score -660940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -660940.312500 Penalty: 4350.060547
	Iteration 65Q: 3 clusters Score -660940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -660941.312500 Penalty: 4350.060547
	Iteration 66Q: 3 clusters Score -660941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -660941.312500 Penalty: 4350.060547
	Iteration 67Q: 3 clusters Score -660941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -660943.500000 Penalty: 4350.060547
	Iteration 68Q: 3 clusters Score -660943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -660944.687500 Penalty: 4350.060547
	Iteration 69Q: 3 clusters Score -660944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -660945.625000 Penalty: 4350.060547
	Iteration 70Q: 3 clusters Score -660945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -660946.937500 Penalty: 4350.060547
	Iteration 71Q: 3 clusters Score -660946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -660947.000000 Penalty: 4350.060547
	Iteration 72Q: 3 clusters Score -660947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -660949.312500 Penalty: 4350.060547
	Iteration 73Q: 3 clusters Score -660949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -660948.687500 Penalty: 4350.060547
	Iteration 74Q: 3 clusters Score -660948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -660951.562500 Penalty: 4350.060547
	Iteration 75Q: 3 clusters Score -660951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -660950.250000 Penalty: 4350.060547
	Iteration 76Q: 3 clusters Score -660950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -660951.875000 Penalty: 4350.060547
	Iteration 77Q: 3 clusters Score -660951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -660951.937500 Penalty: 4350.060547
	Iteration 78Q: 3 clusters Score -660951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -660951.625000 Penalty: 4350.060547
	Iteration 79Q: 3 clusters Score -660951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -660951.312500 Penalty: 4350.060547
	Iteration 80F: 3 clusters Score -660951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -660952.812500 Penalty: 4350.060547
	Iteration 81Q: 3 clusters Score -660952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -660953.812500 Penalty: 4350.060547
	Iteration 82Q: 3 clusters Score -660953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -660953.875000 Penalty: 4350.060547
	Iteration 83Q: 3 clusters Score -660953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -660953.875000 Penalty: 4350.060547
	Iteration 84F: 3 clusters Score -660953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Entering Unmasked Estep 
Score: -585629.875000 Penalty: 2133.954346
	Iteration 0F: 2 clusters Score -585629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -580848.437500 Penalty: 4267.908691
	Iteration 0F: 3 clusters Score -580848.4 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -582067.687500 Penalty: 4267.908691
	Iteration 1F: 3 clusters Score -582067.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -582323.062500 Penalty: 4267.908691
	Iteration 2F: 3 clusters Score -582323.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -582516.937500 Penalty: 4267.908691
	Iteration 3F: 3 clusters Score -582516.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -582713.000000 Penalty: 4267.908691
	Iteration 4Q: 3 clusters Score -582713 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -582934.437500 Penalty: 4267.908691
	Iteration 5Q: 3 clusters Score -582934.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -583165.562500 Penalty: 4267.908691
	Iteration 6Q: 3 clusters Score -583165.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -583423.062500 Penalty: 4267.908691
	Iteration 7F: 3 clusters Score -583423.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -583676.187500 Penalty: 4267.908691
	Iteration 8F: 3 clusters Score -583676.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -583922.375000 Penalty: 4267.908691
	Iteration 9Q: 3 clusters Score -583922.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -584127.187500 Penalty: 4267.908691
	Iteration 10Q: 3 clusters Score -584127.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -584272.812500 Penalty: 4267.908691
	Iteration 11Q: 3 clusters Score -584272.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -584358.125000 Penalty: 4267.908691
	Iteration 12Q: 3 clusters Score -584358.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -584409.375000 Penalty: 4267.908691
	Iteration 13Q: 3 clusters Score -584409.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -584443.000000 Penalty: 4267.908691
	Iteration 14Q: 3 clusters Score -584443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -584458.687500 Penalty: 4267.908691
	Iteration 15Q: 3 clusters Score -584458.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -584468.562500 Penalty: 4267.908691
	Iteration 16Q: 3 clusters Score -584468.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -584477.125000 Penalty: 4267.908691
	Iteration 17Q: 3 clusters Score -584477.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -584482.250000 Penalty: 4267.908691
	Iteration 18Q: 3 clusters Score -584482.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -584486.312500 Penalty: 4267.908691
	Iteration 19Q: 3 clusters Score -584486.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -584491.187500 Penalty: 4267.908691
	Iteration 20F: 3 clusters Score -584491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -584492.062500 Penalty: 4267.908691
	Iteration 21Q: 3 clusters Score -584492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -584493.937500 Penalty: 4267.908691
	Iteration 22Q: 3 clusters Score -584493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -584495.062500 Penalty: 4267.908691
	Iteration 23Q: 3 clusters Score -584495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -584495.187500 Penalty: 4267.908691
	Iteration 24Q: 3 clusters Score -584495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -584495.187500 Penalty: 4267.908691
	Iteration 25F: 3 clusters Score -584495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -834709.250000 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -834709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -828683.500000 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -828683.5 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -830392.312500 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -830392.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -830693.625000 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -830693.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -830894.875000 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -830894.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -831039.687500 Penalty: 4418.645508
	Iteration 4Q: 3 clusters Score -831039.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -831135.125000 Penalty: 4418.645508
	Iteration 5Q: 3 clusters Score -831135.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -831200.187500 Penalty: 4418.645508
	Iteration 6Q: 3 clusters Score -831200.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -831261.312500 Penalty: 4418.645508
	Iteration 7Q: 3 clusters Score -831261.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -831308.687500 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -831308.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -831355.062500 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -831355.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -831398.000000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -831398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -831441.375000 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -831441.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -831491.000000 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -831491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -831535.750000 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -831535.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -831597.250000 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -831597.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -831659.812500 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -831659.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -831718.125000 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -831718.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -831781.000000 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -831781 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -831845.375000 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -831845.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -831915.562500 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -831915.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -831983.312500 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -831983.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -832063.937500 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -832063.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -832163.625000 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -832163.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -832280.125000 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -832280.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -832427.000000 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -832427 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -832624.750000 Penalty: 4418.645508
	Iteration 25Q: 3 clusters Score -832624.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -832860.062500 Penalty: 4418.645508
	Iteration 26Q: 3 clusters Score -832860.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -833045.625000 Penalty: 4418.645508
	Iteration 27Q: 3 clusters Score -833045.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -833195.875000 Penalty: 4418.645508
	Iteration 28Q: 3 clusters Score -833195.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -833306.562500 Penalty: 4418.645508
	Iteration 29Q: 3 clusters Score -833306.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -833357.875000 Penalty: 4418.645508
	Iteration 30Q: 3 clusters Score -833357.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -833384.062500 Penalty: 4418.645508
	Iteration 31Q: 3 clusters Score -833384.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -833406.062500 Penalty: 4418.645508
	Iteration 32Q: 3 clusters Score -833406.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -833425.375000 Penalty: 4418.645508
	Iteration 33Q: 3 clusters Score -833425.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -833436.312500 Penalty: 4418.645508
	Iteration 34Q: 3 clusters Score -833436.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -833443.437500 Penalty: 4418.645508
	Iteration 35Q: 3 clusters Score -833443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -833456.812500 Penalty: 4418.645508
	Iteration 36Q: 3 clusters Score -833456.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -833471.062500 Penalty: 4418.645508
	Iteration 37Q: 3 clusters Score -833471.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -833478.937500 Penalty: 4418.645508
	Iteration 38Q: 3 clusters Score -833478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -833485.250000 Penalty: 4418.645508
	Iteration 39Q: 3 clusters Score -833485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -833487.750000 Penalty: 4418.645508
	Iteration 40F: 3 clusters Score -833487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -833489.125000 Penalty: 4418.645508
	Iteration 41Q: 3 clusters Score -833489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -833492.187500 Penalty: 4418.645508
	Iteration 42Q: 3 clusters Score -833492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -833490.687500 Penalty: 4418.645508
	Iteration 43Q: 3 clusters Score -833490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -833492.500000 Penalty: 4418.645508
	Iteration 44Q: 3 clusters Score -833492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -833492.437500 Penalty: 4418.645508
	Iteration 45Q: 3 clusters Score -833492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -833493.062500 Penalty: 4418.645508
	Iteration 46Q: 3 clusters Score -833493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -833493.062500 Penalty: 4418.645508
	Iteration 47F: 3 clusters Score -833493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -190047.015625 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -190047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -187624.312500 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -187624.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -188043.281250 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -188043.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -188154.125000 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -188154.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188215.750000 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -188215.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -188249.093750 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -188249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -188264.640625 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -188264.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188280.828125 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -188280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -188300.609375 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -188300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -188313.390625 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -188313.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -188321.781250 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -188321.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -188327.765625 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -188327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -188332.421875 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -188332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188335.843750 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -188335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -188339.093750 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -188339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188341.421875 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -188341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188342.343750 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -188342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -188342.343750 Penalty: 3690.895020
	Iteration 16F: 3 clusters Score -188342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -180361.968750 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -180362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -177938.812500 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -177938.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -178343.937500 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -178343.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -178518.875000 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -178518.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178602.359375 Penalty: 3696.679199
	Iteration 3F: 3 clusters Score -178602.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -178654.281250 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -178654.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178689.109375 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -178689.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178700.984375 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -178701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178708.609375 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -178708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -178715.062500 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -178715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -178719.531250 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -178719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -178723.546875 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -178723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178728.312500 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -178728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178732.031250 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -178732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -178738.140625 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -178738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -178739.953125 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -178740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -178739.953125 Penalty: 3696.679199
	Iteration 15F: 3 clusters Score -178740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -639723.750000 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -639723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -634759.562500 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -634759.6 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -635974.875000 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -635974.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -636253.125000 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -636253.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -636468.375000 Penalty: 4293.936035
	Iteration 3F: 3 clusters Score -636468.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -636692.250000 Penalty: 4293.936035
	Iteration 4Q: 3 clusters Score -636692.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -636931.437500 Penalty: 4293.936035
	Iteration 5Q: 3 clusters Score -636931.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -637205.250000 Penalty: 4293.936035
	Iteration 6Q: 3 clusters Score -637205.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -637561.500000 Penalty: 4293.936035
	Iteration 7Q: 3 clusters Score -637561.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -637995.437500 Penalty: 4293.936035
	Iteration 8F: 3 clusters Score -637995.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -638350.562500 Penalty: 4293.936035
	Iteration 9F: 3 clusters Score -638350.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -638585.937500 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -638585.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -638785.437500 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -638785.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -638986.125000 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -638986.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -639232.062500 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -639232.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -639516.125000 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -639516.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -639760.937500 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -639760.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -639905.687500 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -639905.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -639977.375000 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -639977.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -640011.625000 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -640011.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -640022.187500 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -640022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -640027.187500 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -640027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -640030.812500 Penalty: 4293.936035
	Iteration 21Q: 3 clusters Score -640030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -640033.062500 Penalty: 4293.936035
	Iteration 22Q: 3 clusters Score -640033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -640035.312500 Penalty: 4293.936035
	Iteration 23Q: 3 clusters Score -640035.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -640038.562500 Penalty: 4293.936035
	Iteration 24Q: 3 clusters Score -640038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -640042.625000 Penalty: 4293.936035
	Iteration 25Q: 3 clusters Score -640042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -640045.937500 Penalty: 4293.936035
	Iteration 26Q: 3 clusters Score -640045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -640045.812500 Penalty: 4293.936035
	Iteration 27Q: 3 clusters Score -640045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -640049.125000 Penalty: 4293.936035
	Iteration 28Q: 3 clusters Score -640049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -640049.812500 Penalty: 4293.936035
	Iteration 29Q: 3 clusters Score -640049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -640050.500000 Penalty: 4293.936035
	Iteration 30Q: 3 clusters Score -640050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -640050.500000 Penalty: 4293.936035
	Iteration 31F: 3 clusters Score -640050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24656 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168709 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19450 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6338 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2526 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33803 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8128 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5457 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 2580 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29805 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13684 members 
Mstep: Class 75 contains 11876 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6089 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22315 members 
Mstep: Class 83 contains 4070 members 
Mstep: Class 84 contains 7210 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8276 members 
Mstep: Class 88 contains 7681 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8578 members 
Mstep: Class 94 contains 4936 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2147 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 3171 members 
Entering Unmasked Estep 
Score: -212287824.000000 Penalty: 380867.500000
Splitting cluster 61 changes total score from -212288672.000000 to -212287824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -313377.531250 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -313377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -309892.968750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -309893 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -310690.406250 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -310690.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -310975.187500 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -310975.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -311155.250000 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -311155.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -311302.187500 Penalty: 4019.933105
	Iteration 4Q: 3 clusters Score -311302.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -311438.812500 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -311438.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -311555.843750 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -311555.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -311661.781250 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -311661.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -311744.062500 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -311744.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -311805.593750 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -311805.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311859.562500 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -311859.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -311910.781250 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -311910.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -311958.562500 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -311958.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -311993.718750 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -311993.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312021.687500 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -312021.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312047.000000 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -312047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312070.687500 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -312070.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312080.968750 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -312081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -312086.531250 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -312086.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -312091.875000 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -312091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312094.093750 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -312094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -312098.937500 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -312098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -312101.656250 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -312101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -312102.375000 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -312102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -312102.906250 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -312102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -312104.125000 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -312104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -312105.187500 Penalty: 4019.933105
	Iteration 26Q: 3 clusters Score -312105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -312105.187500 Penalty: 4019.933105
	Iteration 27F: 3 clusters Score -312105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (27470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Entering Unmasked Estep 
Score: -3173933.000000 Penalty: 2534.770752
	Iteration 0F: 2 clusters Score -3173933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3154962.000000 Penalty: 5069.541504
	Iteration 0F: 3 clusters Score -3154962 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3161704.750000 Penalty: 5069.541504
	Iteration 1F: 3 clusters Score -3161705 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3162289.000000 Penalty: 5069.541504
	Iteration 2F: 3 clusters Score -3162289 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3162855.000000 Penalty: 5069.541504
	Iteration 3F: 3 clusters Score -3162855 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3163497.250000 Penalty: 5069.541504
	Iteration 4Q: 3 clusters Score -3163497 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3164242.000000 Penalty: 5069.541504
	Iteration 5F: 3 clusters Score -3164242 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3165102.000000 Penalty: 5069.541504
	Iteration 6F: 3 clusters Score -3165102 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3166009.000000 Penalty: 5069.541504
	Iteration 7F: 3 clusters Score -3166009 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3166995.500000 Penalty: 5069.541504
	Iteration 8F: 3 clusters Score -3166996 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3167867.750000 Penalty: 5069.541504
	Iteration 9Q: 3 clusters Score -3167868 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3168602.500000 Penalty: 5069.541504
	Iteration 10Q: 3 clusters Score -3168602 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3169137.250000 Penalty: 5069.541504
	Iteration 11Q: 3 clusters Score -3169137 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3169482.000000 Penalty: 5069.541504
	Iteration 12Q: 3 clusters Score -3169482 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3169781.000000 Penalty: 5069.541504
	Iteration 13Q: 3 clusters Score -3169781 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3170000.750000 Penalty: 5069.541504
	Iteration 14Q: 3 clusters Score -3170001 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3170173.500000 Penalty: 5069.541504
	Iteration 15Q: 3 clusters Score -3170174 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3170322.750000 Penalty: 5069.541504
	Iteration 16Q: 3 clusters Score -3170323 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3170456.750000 Penalty: 5069.541504
	Iteration 17Q: 3 clusters Score -3170457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3170564.750000 Penalty: 5069.541504
	Iteration 18Q: 3 clusters Score -3170565 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3170665.000000 Penalty: 5069.541504
	Iteration 19Q: 3 clusters Score -3170665 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3170753.500000 Penalty: 5069.541504
	Iteration 20F: 3 clusters Score -3170754 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3170834.000000 Penalty: 5069.541504
	Iteration 21Q: 3 clusters Score -3170834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3170909.250000 Penalty: 5069.541504
	Iteration 22Q: 3 clusters Score -3170909 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3171003.250000 Penalty: 5069.541504
	Iteration 23Q: 3 clusters Score -3171003 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3171062.500000 Penalty: 5069.541504
	Iteration 24Q: 3 clusters Score -3171062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3171121.500000 Penalty: 5069.541504
	Iteration 25Q: 3 clusters Score -3171122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3171161.750000 Penalty: 5069.541504
	Iteration 26Q: 3 clusters Score -3171162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3171199.500000 Penalty: 5069.541504
	Iteration 27Q: 3 clusters Score -3171200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3171225.250000 Penalty: 5069.541504
	Iteration 28Q: 3 clusters Score -3171225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3171259.000000 Penalty: 5069.541504
	Iteration 29Q: 3 clusters Score -3171259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3171285.000000 Penalty: 5069.541504
	Iteration 30Q: 3 clusters Score -3171285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3171302.750000 Penalty: 5069.541504
	Iteration 31Q: 3 clusters Score -3171303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3171329.500000 Penalty: 5069.541504
	Iteration 32Q: 3 clusters Score -3171330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3171356.000000 Penalty: 5069.541504
	Iteration 33Q: 3 clusters Score -3171356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3171381.250000 Penalty: 5069.541504
	Iteration 34Q: 3 clusters Score -3171381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3171407.250000 Penalty: 5069.541504
	Iteration 35Q: 3 clusters Score -3171407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3171435.750000 Penalty: 5069.541504
	Iteration 36Q: 3 clusters Score -3171436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3171465.500000 Penalty: 5069.541504
	Iteration 37Q: 3 clusters Score -3171466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3171484.250000 Penalty: 5069.541504
	Iteration 38Q: 3 clusters Score -3171484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3171508.750000 Penalty: 5069.541504
	Iteration 39Q: 3 clusters Score -3171509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3171531.250000 Penalty: 5069.541504
	Iteration 40F: 3 clusters Score -3171531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3171542.000000 Penalty: 5069.541504
	Iteration 41Q: 3 clusters Score -3171542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3171552.500000 Penalty: 5069.541504
	Iteration 42Q: 3 clusters Score -3171552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3171557.000000 Penalty: 5069.541504
	Iteration 43Q: 3 clusters Score -3171557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3171551.750000 Penalty: 5069.541504
	Iteration 44Q: 3 clusters Score -3171552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3171557.000000 Penalty: 5069.541504
	Iteration 45Q: 3 clusters Score -3171557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3171564.250000 Penalty: 5069.541504
	Iteration 46Q: 3 clusters Score -3171564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3171580.750000 Penalty: 5069.541504
	Iteration 47Q: 3 clusters Score -3171581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3171589.000000 Penalty: 5069.541504
	Iteration 48Q: 3 clusters Score -3171589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3171587.000000 Penalty: 5069.541504
	Iteration 49Q: 3 clusters Score -3171587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3171592.750000 Penalty: 5069.541504
	Iteration 50Q: 3 clusters Score -3171593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3171588.750000 Penalty: 5069.541504
	Iteration 51Q: 3 clusters Score -3171589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3171591.500000 Penalty: 5069.541504
	Iteration 52Q: 3 clusters Score -3171592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3171591.250000 Penalty: 5069.541504
	Iteration 53Q: 3 clusters Score -3171591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3171594.250000 Penalty: 5069.541504
	Iteration 54Q: 3 clusters Score -3171594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3171593.250000 Penalty: 5069.541504
	Iteration 55Q: 3 clusters Score -3171593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3171596.250000 Penalty: 5069.541504
	Iteration 56Q: 3 clusters Score -3171596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3171601.250000 Penalty: 5069.541504
	Iteration 57Q: 3 clusters Score -3171601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3171601.750000 Penalty: 5069.541504
	Iteration 58Q: 3 clusters Score -3171602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3171605.250000 Penalty: 5069.541504
	Iteration 59Q: 3 clusters Score -3171605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3171602.750000 Penalty: 5069.541504
	Iteration 60F: 3 clusters Score -3171603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3171600.250000 Penalty: 5069.541504
	Iteration 61Q: 3 clusters Score -3171600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3171602.500000 Penalty: 5069.541504
	Iteration 62Q: 3 clusters Score -3171602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3171601.500000 Penalty: 5069.541504
	Iteration 63Q: 3 clusters Score -3171602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3171601.500000 Penalty: 5069.541504
	Iteration 64Q: 3 clusters Score -3171602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3171599.500000 Penalty: 5069.541504
	Iteration 65Q: 3 clusters Score -3171600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3171601.500000 Penalty: 5069.541504
	Iteration 66Q: 3 clusters Score -3171602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3171604.500000 Penalty: 5069.541504
	Iteration 67Q: 3 clusters Score -3171604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3171604.500000 Penalty: 5069.541504
	Iteration 68F: 3 clusters Score -3171604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Entering Unmasked Estep 
Score: -637678.187500 Penalty: 2145.497559
	Iteration 0F: 2 clusters Score -637678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -632718.625000 Penalty: 4290.995117
	Iteration 0F: 3 clusters Score -632718.6 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -634101.062500 Penalty: 4290.995117
	Iteration 1F: 3 clusters Score -634101.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -634506.687500 Penalty: 4290.995117
	Iteration 2F: 3 clusters Score -634506.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -634841.937500 Penalty: 4290.995117
	Iteration 3F: 3 clusters Score -634841.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -635087.187500 Penalty: 4290.995117
	Iteration 4F: 3 clusters Score -635087.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -635292.625000 Penalty: 4290.995117
	Iteration 5F: 3 clusters Score -635292.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -635476.000000 Penalty: 4290.995117
	Iteration 6Q: 3 clusters Score -635476 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -635604.875000 Penalty: 4290.995117
	Iteration 7Q: 3 clusters Score -635604.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -635711.937500 Penalty: 4290.995117
	Iteration 8Q: 3 clusters Score -635711.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -635795.375000 Penalty: 4290.995117
	Iteration 9Q: 3 clusters Score -635795.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -635853.500000 Penalty: 4290.995117
	Iteration 10Q: 3 clusters Score -635853.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -635892.312500 Penalty: 4290.995117
	Iteration 11Q: 3 clusters Score -635892.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -635917.062500 Penalty: 4290.995117
	Iteration 12Q: 3 clusters Score -635917.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -635936.187500 Penalty: 4290.995117
	Iteration 13Q: 3 clusters Score -635936.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -635951.312500 Penalty: 4290.995117
	Iteration 14Q: 3 clusters Score -635951.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -635964.125000 Penalty: 4290.995117
	Iteration 15Q: 3 clusters Score -635964.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -635974.250000 Penalty: 4290.995117
	Iteration 16Q: 3 clusters Score -635974.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -635983.812500 Penalty: 4290.995117
	Iteration 17Q: 3 clusters Score -635983.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -635990.812500 Penalty: 4290.995117
	Iteration 18Q: 3 clusters Score -635990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -635995.750000 Penalty: 4290.995117
	Iteration 19Q: 3 clusters Score -635995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -635998.687500 Penalty: 4290.995117
	Iteration 20F: 3 clusters Score -635998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -636001.312500 Penalty: 4290.995117
	Iteration 21Q: 3 clusters Score -636001.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -636004.500000 Penalty: 4290.995117
	Iteration 22Q: 3 clusters Score -636004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -636005.875000 Penalty: 4290.995117
	Iteration 23Q: 3 clusters Score -636005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -636008.000000 Penalty: 4290.995117
	Iteration 24Q: 3 clusters Score -636008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -636009.562500 Penalty: 4290.995117
	Iteration 25Q: 3 clusters Score -636009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -636013.125000 Penalty: 4290.995117
	Iteration 26Q: 3 clusters Score -636013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -636014.250000 Penalty: 4290.995117
	Iteration 27Q: 3 clusters Score -636014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -636016.062500 Penalty: 4290.995117
	Iteration 28Q: 3 clusters Score -636016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -636016.687500 Penalty: 4290.995117
	Iteration 29Q: 3 clusters Score -636016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -636017.375000 Penalty: 4290.995117
	Iteration 30Q: 3 clusters Score -636017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -636016.375000 Penalty: 4290.995117
	Iteration 31Q: 3 clusters Score -636016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -636016.375000 Penalty: 4290.995117
	Iteration 32F: 3 clusters Score -636016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -540921.625000 Penalty: 2102.398193
	Iteration 0F: 2 clusters Score -540921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -536489.500000 Penalty: 4204.796387
	Iteration 0F: 3 clusters Score -536489.5 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -537564.250000 Penalty: 4204.796387
	Iteration 1F: 3 clusters Score -537564.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -537784.562500 Penalty: 4204.796387
	Iteration 2F: 3 clusters Score -537784.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -537953.375000 Penalty: 4204.796387
	Iteration 3F: 3 clusters Score -537953.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -538086.875000 Penalty: 4204.796387
	Iteration 4Q: 3 clusters Score -538086.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -538198.312500 Penalty: 4204.796387
	Iteration 5Q: 3 clusters Score -538198.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -538286.187500 Penalty: 4204.796387
	Iteration 6Q: 3 clusters Score -538286.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -538367.250000 Penalty: 4204.796387
	Iteration 7Q: 3 clusters Score -538367.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -538431.312500 Penalty: 4204.796387
	Iteration 8Q: 3 clusters Score -538431.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -538488.437500 Penalty: 4204.796387
	Iteration 9Q: 3 clusters Score -538488.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -538534.375000 Penalty: 4204.796387
	Iteration 10Q: 3 clusters Score -538534.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -538565.562500 Penalty: 4204.796387
	Iteration 11Q: 3 clusters Score -538565.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -538597.062500 Penalty: 4204.796387
	Iteration 12Q: 3 clusters Score -538597.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -538617.812500 Penalty: 4204.796387
	Iteration 13Q: 3 clusters Score -538617.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -538637.937500 Penalty: 4204.796387
	Iteration 14Q: 3 clusters Score -538637.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -538654.937500 Penalty: 4204.796387
	Iteration 15Q: 3 clusters Score -538654.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -538665.687500 Penalty: 4204.796387
	Iteration 16Q: 3 clusters Score -538665.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -538681.187500 Penalty: 4204.796387
	Iteration 17Q: 3 clusters Score -538681.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538693.437500 Penalty: 4204.796387
	Iteration 18Q: 3 clusters Score -538693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -538705.812500 Penalty: 4204.796387
	Iteration 19Q: 3 clusters Score -538705.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -538718.375000 Penalty: 4204.796387
	Iteration 20F: 3 clusters Score -538718.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -538728.562500 Penalty: 4204.796387
	Iteration 21Q: 3 clusters Score -538728.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -538738.937500 Penalty: 4204.796387
	Iteration 22Q: 3 clusters Score -538738.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538747.937500 Penalty: 4204.796387
	Iteration 23Q: 3 clusters Score -538747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538752.812500 Penalty: 4204.796387
	Iteration 24Q: 3 clusters Score -538752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -538755.812500 Penalty: 4204.796387
	Iteration 25Q: 3 clusters Score -538755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -538758.937500 Penalty: 4204.796387
	Iteration 26Q: 3 clusters Score -538758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -538758.687500 Penalty: 4204.796387
	Iteration 27Q: 3 clusters Score -538758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538760.312500 Penalty: 4204.796387
	Iteration 28Q: 3 clusters Score -538760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -538761.500000 Penalty: 4204.796387
	Iteration 29Q: 3 clusters Score -538761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538761.937500 Penalty: 4204.796387
	Iteration 30Q: 3 clusters Score -538761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -538765.312500 Penalty: 4204.796387
	Iteration 31Q: 3 clusters Score -538765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -538765.187500 Penalty: 4204.796387
	Iteration 32Q: 3 clusters Score -538765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -538765.187500 Penalty: 4204.796387
	Iteration 33F: 3 clusters Score -538765.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -616189.312500 Penalty: 2152.764404
	Iteration 0F: 2 clusters Score -616189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -611109.750000 Penalty: 4305.528809
	Iteration 0F: 3 clusters Score -611109.8 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -612381.562500 Penalty: 4305.528809
	Iteration 1F: 3 clusters Score -612381.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -612749.312500 Penalty: 4305.528809
	Iteration 2F: 3 clusters Score -612749.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -613026.437500 Penalty: 4305.528809
	Iteration 3F: 3 clusters Score -613026.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -613246.187500 Penalty: 4305.528809
	Iteration 4F: 3 clusters Score -613246.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -613401.625000 Penalty: 4305.528809
	Iteration 5Q: 3 clusters Score -613401.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -613526.937500 Penalty: 4305.528809
	Iteration 6Q: 3 clusters Score -613526.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -613616.687500 Penalty: 4305.528809
	Iteration 7Q: 3 clusters Score -613616.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -613718.625000 Penalty: 4305.528809
	Iteration 8Q: 3 clusters Score -613718.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -613828.000000 Penalty: 4305.528809
	Iteration 9Q: 3 clusters Score -613828 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -613946.812500 Penalty: 4305.528809
	Iteration 10Q: 3 clusters Score -613946.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -614057.625000 Penalty: 4305.528809
	Iteration 11Q: 3 clusters Score -614057.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -614179.000000 Penalty: 4305.528809
	Iteration 12Q: 3 clusters Score -614179 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -614301.312500 Penalty: 4305.528809
	Iteration 13Q: 3 clusters Score -614301.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -614417.250000 Penalty: 4305.528809
	Iteration 14Q: 3 clusters Score -614417.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -614537.250000 Penalty: 4305.528809
	Iteration 15Q: 3 clusters Score -614537.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -614643.875000 Penalty: 4305.528809
	Iteration 16Q: 3 clusters Score -614643.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -614746.875000 Penalty: 4305.528809
	Iteration 17Q: 3 clusters Score -614746.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -614847.187500 Penalty: 4305.528809
	Iteration 18Q: 3 clusters Score -614847.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -614933.062500 Penalty: 4305.528809
	Iteration 19Q: 3 clusters Score -614933.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -615004.312500 Penalty: 4305.528809
	Iteration 20F: 3 clusters Score -615004.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -615054.687500 Penalty: 4305.528809
	Iteration 21Q: 3 clusters Score -615054.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -615090.625000 Penalty: 4305.528809
	Iteration 22Q: 3 clusters Score -615090.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -615118.375000 Penalty: 4305.528809
	Iteration 23Q: 3 clusters Score -615118.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -615132.062500 Penalty: 4305.528809
	Iteration 24Q: 3 clusters Score -615132.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -615141.250000 Penalty: 4305.528809
	Iteration 25Q: 3 clusters Score -615141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -615150.312500 Penalty: 4305.528809
	Iteration 26Q: 3 clusters Score -615150.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -615157.500000 Penalty: 4305.528809
	Iteration 27Q: 3 clusters Score -615157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -615160.687500 Penalty: 4305.528809
	Iteration 28Q: 3 clusters Score -615160.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -615164.562500 Penalty: 4305.528809
	Iteration 29Q: 3 clusters Score -615164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -615166.812500 Penalty: 4305.528809
	Iteration 30Q: 3 clusters Score -615166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -615169.125000 Penalty: 4305.528809
	Iteration 31Q: 3 clusters Score -615169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -615173.687500 Penalty: 4305.528809
	Iteration 32Q: 3 clusters Score -615173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -615176.812500 Penalty: 4305.528809
	Iteration 33Q: 3 clusters Score -615176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -615182.500000 Penalty: 4305.528809
	Iteration 34Q: 3 clusters Score -615182.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -615186.125000 Penalty: 4305.528809
	Iteration 35Q: 3 clusters Score -615186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -615190.437500 Penalty: 4305.528809
	Iteration 36Q: 3 clusters Score -615190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -615192.562500 Penalty: 4305.528809
	Iteration 37Q: 3 clusters Score -615192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -615193.500000 Penalty: 4305.528809
	Iteration 38Q: 3 clusters Score -615193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -615193.000000 Penalty: 4305.528809
	Iteration 39Q: 3 clusters Score -615193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -615194.812500 Penalty: 4305.528809
	Iteration 40F: 3 clusters Score -615194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -615195.437500 Penalty: 4305.528809
	Iteration 41Q: 3 clusters Score -615195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -615196.312500 Penalty: 4305.528809
	Iteration 42Q: 3 clusters Score -615196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -615197.000000 Penalty: 4305.528809
	Iteration 43Q: 3 clusters Score -615197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -615197.875000 Penalty: 4305.528809
	Iteration 44Q: 3 clusters Score -615197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -615197.875000 Penalty: 4305.528809
	Iteration 45F: 3 clusters Score -615197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -79975.742188 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -79975.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78226.609375 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -78226.61 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78671.187500 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -78671.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78814.820312 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -78814.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78863.976562 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -78863.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78912.125000 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -78912.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78955.296875 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -78955.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78991.187500 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -78991.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79039.734375 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -79039.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79085.234375 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -79085.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79132.804688 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -79132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79176.960938 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -79176.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -79227.867188 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -79227.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79271.281250 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -79271.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -79298.695312 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -79298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79318.531250 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -79318.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -79342.140625 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -79342.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79349.382812 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -79349.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79349.382812 Penalty: 3285.536377
	Iteration 17F: 3 clusters Score -79349.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -205242.796875 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -205242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -202777.125000 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -202777.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203214.015625 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -203214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -203323.531250 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -203323.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -203372.000000 Penalty: 3728.690430
	Iteration 3Q: 3 clusters Score -203372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -203392.046875 Penalty: 3728.690430
	Iteration 4Q: 3 clusters Score -203392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -203403.015625 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -203403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203419.312500 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -203419.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -203433.265625 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -203433.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -203446.234375 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -203446.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -203457.828125 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -203457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203462.593750 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -203462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -203466.906250 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -203466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203467.843750 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -203467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -203467.906250 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -203467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -203467.906250 Penalty: 3728.690430
	Iteration 14F: 3 clusters Score -203467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (29805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Entering Unmasked Estep 
Score: -3468943.250000 Penalty: 2555.002930
	Iteration 0F: 2 clusters Score -3468943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3448406.000000 Penalty: 5110.005859
	Iteration 0F: 3 clusters Score -3448406 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3455943.500000 Penalty: 5110.005859
	Iteration 1F: 3 clusters Score -3455944 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3456603.000000 Penalty: 5110.005859
	Iteration 2F: 3 clusters Score -3456603 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3457387.000000 Penalty: 5110.005859
	Iteration 3F: 3 clusters Score -3457387 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3458424.500000 Penalty: 5110.005859
	Iteration 4F: 3 clusters Score -3458424 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3459611.250000 Penalty: 5110.005859
	Iteration 5F: 3 clusters Score -3459611 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3460896.000000 Penalty: 5110.005859
	Iteration 6F: 3 clusters Score -3460896 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3462189.500000 Penalty: 5110.005859
	Iteration 7F: 3 clusters Score -3462190 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3463431.000000 Penalty: 5110.005859
	Iteration 8F: 3 clusters Score -3463431 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3464385.000000 Penalty: 5110.005859
	Iteration 9Q: 3 clusters Score -3464385 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3465148.500000 Penalty: 5110.005859
	Iteration 10Q: 3 clusters Score -3465148 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3465659.750000 Penalty: 5110.005859
	Iteration 11Q: 3 clusters Score -3465660 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3466036.750000 Penalty: 5110.005859
	Iteration 12Q: 3 clusters Score -3466037 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3466304.000000 Penalty: 5110.005859
	Iteration 13Q: 3 clusters Score -3466304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3466419.750000 Penalty: 5110.005859
	Iteration 14Q: 3 clusters Score -3466420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3466501.500000 Penalty: 5110.005859
	Iteration 15Q: 3 clusters Score -3466502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3466559.000000 Penalty: 5110.005859
	Iteration 16Q: 3 clusters Score -3466559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3466581.500000 Penalty: 5110.005859
	Iteration 17Q: 3 clusters Score -3466582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3466606.750000 Penalty: 5110.005859
	Iteration 18Q: 3 clusters Score -3466607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3466624.250000 Penalty: 5110.005859
	Iteration 19Q: 3 clusters Score -3466624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -3466639.750000 Penalty: 5110.005859
	Iteration 20F: 3 clusters Score -3466640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3466642.250000 Penalty: 5110.005859
	Iteration 21Q: 3 clusters Score -3466642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3466648.250000 Penalty: 5110.005859
	Iteration 22Q: 3 clusters Score -3466648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3466654.750000 Penalty: 5110.005859
	Iteration 23Q: 3 clusters Score -3466655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3466658.250000 Penalty: 5110.005859
	Iteration 24Q: 3 clusters Score -3466658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3466671.750000 Penalty: 5110.005859
	Iteration 25Q: 3 clusters Score -3466672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3466676.000000 Penalty: 5110.005859
	Iteration 26Q: 3 clusters Score -3466676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3466681.000000 Penalty: 5110.005859
	Iteration 27Q: 3 clusters Score -3466681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3466685.500000 Penalty: 5110.005859
	Iteration 28Q: 3 clusters Score -3466686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3466689.000000 Penalty: 5110.005859
	Iteration 29Q: 3 clusters Score -3466689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3466689.250000 Penalty: 5110.005859
	Iteration 30Q: 3 clusters Score -3466689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3466691.750000 Penalty: 5110.005859
	Iteration 31Q: 3 clusters Score -3466692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3466693.000000 Penalty: 5110.005859
	Iteration 32Q: 3 clusters Score -3466693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3466696.500000 Penalty: 5110.005859
	Iteration 33Q: 3 clusters Score -3466696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3466702.750000 Penalty: 5110.005859
	Iteration 34Q: 3 clusters Score -3466703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3466712.500000 Penalty: 5110.005859
	Iteration 35Q: 3 clusters Score -3466712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3466715.000000 Penalty: 5110.005859
	Iteration 36Q: 3 clusters Score -3466715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3466715.000000 Penalty: 5110.005859
	Iteration 37F: 3 clusters Score -3466715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (13158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Entering Unmasked Estep 
Score: -1502310.125000 Penalty: 2352.226807
	Iteration 0F: 2 clusters Score -1502310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1492586.875000 Penalty: 4704.453613
	Iteration 0F: 3 clusters Score -1492587 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1495555.750000 Penalty: 4704.453613
	Iteration 1F: 3 clusters Score -1495556 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1495900.250000 Penalty: 4704.453613
	Iteration 2F: 3 clusters Score -1495900 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1496167.625000 Penalty: 4704.453613
	Iteration 3F: 3 clusters Score -1496168 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1496375.250000 Penalty: 4704.453613
	Iteration 4Q: 3 clusters Score -1496375 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1496542.000000 Penalty: 4704.453613
	Iteration 5Q: 3 clusters Score -1496542 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1496674.750000 Penalty: 4704.453613
	Iteration 6Q: 3 clusters Score -1496675 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1496801.375000 Penalty: 4704.453613
	Iteration 7Q: 3 clusters Score -1496801 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1496923.250000 Penalty: 4704.453613
	Iteration 8Q: 3 clusters Score -1496923 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1497026.375000 Penalty: 4704.453613
	Iteration 9Q: 3 clusters Score -1497026 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1497139.625000 Penalty: 4704.453613
	Iteration 10Q: 3 clusters Score -1497140 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1497261.625000 Penalty: 4704.453613
	Iteration 11Q: 3 clusters Score -1497262 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1497378.625000 Penalty: 4704.453613
	Iteration 12Q: 3 clusters Score -1497379 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1497507.500000 Penalty: 4704.453613
	Iteration 13Q: 3 clusters Score -1497508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1497670.500000 Penalty: 4704.453613
	Iteration 14Q: 3 clusters Score -1497670 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1497876.750000 Penalty: 4704.453613
	Iteration 15Q: 3 clusters Score -1497877 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1498123.375000 Penalty: 4704.453613
	Iteration 16Q: 3 clusters Score -1498123 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1498399.250000 Penalty: 4704.453613
	Iteration 17Q: 3 clusters Score -1498399 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1498673.125000 Penalty: 4704.453613
	Iteration 18Q: 3 clusters Score -1498673 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1498965.500000 Penalty: 4704.453613
	Iteration 19Q: 3 clusters Score -1498966 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1499235.875000 Penalty: 4704.453613
	Iteration 20F: 3 clusters Score -1499236 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1499462.875000 Penalty: 4704.453613
	Iteration 21Q: 3 clusters Score -1499463 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1499692.250000 Penalty: 4704.453613
	Iteration 22Q: 3 clusters Score -1499692 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1499877.625000 Penalty: 4704.453613
	Iteration 23Q: 3 clusters Score -1499878 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1500001.125000 Penalty: 4704.453613
	Iteration 24Q: 3 clusters Score -1500001 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1500102.125000 Penalty: 4704.453613
	Iteration 25Q: 3 clusters Score -1500102 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1500176.875000 Penalty: 4704.453613
	Iteration 26Q: 3 clusters Score -1500177 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1500239.500000 Penalty: 4704.453613
	Iteration 27Q: 3 clusters Score -1500240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1500283.625000 Penalty: 4704.453613
	Iteration 28Q: 3 clusters Score -1500284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1500318.000000 Penalty: 4704.453613
	Iteration 29Q: 3 clusters Score -1500318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1500339.875000 Penalty: 4704.453613
	Iteration 30Q: 3 clusters Score -1500340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1500356.625000 Penalty: 4704.453613
	Iteration 31Q: 3 clusters Score -1500357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1500371.375000 Penalty: 4704.453613
	Iteration 32Q: 3 clusters Score -1500371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1500375.250000 Penalty: 4704.453613
	Iteration 33Q: 3 clusters Score -1500375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1500383.125000 Penalty: 4704.453613
	Iteration 34Q: 3 clusters Score -1500383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1500395.375000 Penalty: 4704.453613
	Iteration 35Q: 3 clusters Score -1500395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1500398.125000 Penalty: 4704.453613
	Iteration 36Q: 3 clusters Score -1500398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1500401.500000 Penalty: 4704.453613
	Iteration 37Q: 3 clusters Score -1500402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1500407.000000 Penalty: 4704.453613
	Iteration 38Q: 3 clusters Score -1500407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1500410.375000 Penalty: 4704.453613
	Iteration 39Q: 3 clusters Score -1500410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1500409.125000 Penalty: 4704.453613
	Iteration 40F: 3 clusters Score -1500409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1500417.625000 Penalty: 4704.453613
	Iteration 41Q: 3 clusters Score -1500418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1500421.250000 Penalty: 4704.453613
	Iteration 42Q: 3 clusters Score -1500421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1500424.875000 Penalty: 4704.453613
	Iteration 43Q: 3 clusters Score -1500425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1500424.875000 Penalty: 4704.453613
	Iteration 44Q: 3 clusters Score -1500425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1500426.750000 Penalty: 4704.453613
	Iteration 45Q: 3 clusters Score -1500427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1500428.500000 Penalty: 4704.453613
	Iteration 46Q: 3 clusters Score -1500428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1500429.500000 Penalty: 4704.453613
	Iteration 47Q: 3 clusters Score -1500430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1500430.500000 Penalty: 4704.453613
	Iteration 48Q: 3 clusters Score -1500430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1500430.500000 Penalty: 4704.453613
	Iteration 49Q: 3 clusters Score -1500430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1500430.875000 Penalty: 4704.453613
	Iteration 50Q: 3 clusters Score -1500431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1500431.125000 Penalty: 4704.453613
	Iteration 51Q: 3 clusters Score -1500431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1500432.750000 Penalty: 4704.453613
	Iteration 52Q: 3 clusters Score -1500433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1500432.500000 Penalty: 4704.453613
	Iteration 53Q: 3 clusters Score -1500432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1500433.500000 Penalty: 4704.453613
	Iteration 54Q: 3 clusters Score -1500434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1500433.500000 Penalty: 4704.453613
	Iteration 55F: 3 clusters Score -1500434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -239520.062500 Penalty: 1993.390869
	Iteration 0F: 2 clusters Score -239520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -236333.625000 Penalty: 3986.781738
	Iteration 0F: 3 clusters Score -236333.6 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -237450.312500 Penalty: 3986.781738
	Iteration 1F: 3 clusters Score -237450.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -237872.421875 Penalty: 3986.781738
	Iteration 2F: 3 clusters Score -237872.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -238142.046875 Penalty: 3986.781738
	Iteration 3F: 3 clusters Score -238142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -238370.734375 Penalty: 3986.781738
	Iteration 4Q: 3 clusters Score -238370.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -238526.375000 Penalty: 3986.781738
	Iteration 5Q: 3 clusters Score -238526.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -238610.250000 Penalty: 3986.781738
	Iteration 6Q: 3 clusters Score -238610.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -238671.281250 Penalty: 3986.781738
	Iteration 7Q: 3 clusters Score -238671.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -238743.187500 Penalty: 3986.781738
	Iteration 8Q: 3 clusters Score -238743.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -238818.593750 Penalty: 3986.781738
	Iteration 9Q: 3 clusters Score -238818.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238899.625000 Penalty: 3986.781738
	Iteration 10Q: 3 clusters Score -238899.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -238946.000000 Penalty: 3986.781738
	Iteration 11Q: 3 clusters Score -238946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -238973.921875 Penalty: 3986.781738
	Iteration 12Q: 3 clusters Score -238973.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -238998.078125 Penalty: 3986.781738
	Iteration 13Q: 3 clusters Score -238998.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -239020.796875 Penalty: 3986.781738
	Iteration 14Q: 3 clusters Score -239020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -239034.437500 Penalty: 3986.781738
	Iteration 15Q: 3 clusters Score -239034.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -239041.156250 Penalty: 3986.781738
	Iteration 16Q: 3 clusters Score -239041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -239047.343750 Penalty: 3986.781738
	Iteration 17Q: 3 clusters Score -239047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -239050.875000 Penalty: 3986.781738
	Iteration 18Q: 3 clusters Score -239050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -239055.390625 Penalty: 3986.781738
	Iteration 19Q: 3 clusters Score -239055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -239062.140625 Penalty: 3986.781738
	Iteration 20F: 3 clusters Score -239062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -239069.609375 Penalty: 3986.781738
	Iteration 21Q: 3 clusters Score -239069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -239076.000000 Penalty: 3986.781738
	Iteration 22Q: 3 clusters Score -239076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -239079.890625 Penalty: 3986.781738
	Iteration 23Q: 3 clusters Score -239079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -239081.625000 Penalty: 3986.781738
	Iteration 24Q: 3 clusters Score -239081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -239082.187500 Penalty: 3986.781738
	Iteration 25Q: 3 clusters Score -239082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -239081.796875 Penalty: 3986.781738
	Iteration 26Q: 3 clusters Score -239081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -239082.140625 Penalty: 3986.781738
	Iteration 27Q: 3 clusters Score -239082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -239082.937500 Penalty: 3986.781738
	Iteration 28Q: 3 clusters Score -239082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -239082.937500 Penalty: 3986.781738
	Iteration 29F: 3 clusters Score -239082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -504956.156250 Penalty: 2141.297607
	Iteration 0F: 2 clusters Score -504956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -500071.000000 Penalty: 4282.595215
	Iteration 0F: 3 clusters Score -500071 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -501718.718750 Penalty: 4282.595215
	Iteration 1F: 3 clusters Score -501718.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -502293.250000 Penalty: 4282.595215
	Iteration 2F: 3 clusters Score -502293.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -502703.531250 Penalty: 4282.595215
	Iteration 3F: 3 clusters Score -502703.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -503048.343750 Penalty: 4282.595215
	Iteration 4F: 3 clusters Score -503048.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -503311.218750 Penalty: 4282.595215
	Iteration 5F: 3 clusters Score -503311.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -503501.750000 Penalty: 4282.595215
	Iteration 6Q: 3 clusters Score -503501.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -503628.812500 Penalty: 4282.595215
	Iteration 7Q: 3 clusters Score -503628.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -503721.343750 Penalty: 4282.595215
	Iteration 8Q: 3 clusters Score -503721.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -503790.281250 Penalty: 4282.595215
	Iteration 9Q: 3 clusters Score -503790.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -503850.218750 Penalty: 4282.595215
	Iteration 10Q: 3 clusters Score -503850.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -503889.781250 Penalty: 4282.595215
	Iteration 11Q: 3 clusters Score -503889.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -503922.468750 Penalty: 4282.595215
	Iteration 12Q: 3 clusters Score -503922.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -503944.187500 Penalty: 4282.595215
	Iteration 13Q: 3 clusters Score -503944.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -503980.093750 Penalty: 4282.595215
	Iteration 14Q: 3 clusters Score -503980.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -504022.593750 Penalty: 4282.595215
	Iteration 15Q: 3 clusters Score -504022.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -504053.031250 Penalty: 4282.595215
	Iteration 16Q: 3 clusters Score -504053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -504078.187500 Penalty: 4282.595215
	Iteration 17Q: 3 clusters Score -504078.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -504097.718750 Penalty: 4282.595215
	Iteration 18Q: 3 clusters Score -504097.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -504113.250000 Penalty: 4282.595215
	Iteration 19Q: 3 clusters Score -504113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -504130.343750 Penalty: 4282.595215
	Iteration 20F: 3 clusters Score -504130.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -504145.906250 Penalty: 4282.595215
	Iteration 21Q: 3 clusters Score -504145.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -504164.156250 Penalty: 4282.595215
	Iteration 22Q: 3 clusters Score -504164.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -504194.187500 Penalty: 4282.595215
	Iteration 23Q: 3 clusters Score -504194.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -504213.937500 Penalty: 4282.595215
	Iteration 24Q: 3 clusters Score -504213.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -504234.468750 Penalty: 4282.595215
	Iteration 25Q: 3 clusters Score -504234.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -504260.125000 Penalty: 4282.595215
	Iteration 26Q: 3 clusters Score -504260.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -504284.312500 Penalty: 4282.595215
	Iteration 27Q: 3 clusters Score -504284.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -504306.500000 Penalty: 4282.595215
	Iteration 28Q: 3 clusters Score -504306.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -504328.156250 Penalty: 4282.595215
	Iteration 29Q: 3 clusters Score -504328.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -504340.781250 Penalty: 4282.595215
	Iteration 30Q: 3 clusters Score -504340.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -504349.062500 Penalty: 4282.595215
	Iteration 31Q: 3 clusters Score -504349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -504354.968750 Penalty: 4282.595215
	Iteration 32Q: 3 clusters Score -504355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -504359.968750 Penalty: 4282.595215
	Iteration 33Q: 3 clusters Score -504360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -504363.531250 Penalty: 4282.595215
	Iteration 34Q: 3 clusters Score -504363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -504364.125000 Penalty: 4282.595215
	Iteration 35Q: 3 clusters Score -504364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -504365.781250 Penalty: 4282.595215
	Iteration 36Q: 3 clusters Score -504365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -504368.062500 Penalty: 4282.595215
	Iteration 37Q: 3 clusters Score -504368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -504370.656250 Penalty: 4282.595215
	Iteration 38Q: 3 clusters Score -504370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -504373.031250 Penalty: 4282.595215
	Iteration 39Q: 3 clusters Score -504373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -504373.125000 Penalty: 4282.595215
	Iteration 40F: 3 clusters Score -504373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -504374.468750 Penalty: 4282.595215
	Iteration 41Q: 3 clusters Score -504374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -504376.031250 Penalty: 4282.595215
	Iteration 42Q: 3 clusters Score -504376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -504377.281250 Penalty: 4282.595215
	Iteration 43Q: 3 clusters Score -504377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -504379.625000 Penalty: 4282.595215
	Iteration 44Q: 3 clusters Score -504379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -504381.812500 Penalty: 4282.595215
	Iteration 45Q: 3 clusters Score -504381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -504382.187500 Penalty: 4282.595215
	Iteration 46Q: 3 clusters Score -504382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -504382.468750 Penalty: 4282.595215
	Iteration 47Q: 3 clusters Score -504382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -504382.437500 Penalty: 4282.595215
	Iteration 48Q: 3 clusters Score -504382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -504382.437500 Penalty: 4282.595215
	Iteration 49F: 3 clusters Score -504382.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (133278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Entering Unmasked Estep 
Score: -15463351.000000 Penalty: 2926.447754
	Iteration 0F: 2 clusters Score -1.546335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -15374089.000000 Penalty: 5852.895508
	Iteration 0F: 3 clusters Score -1.537409e+07 nChanged 63656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -15411028.000000 Penalty: 5852.895508
	Iteration 1F: 3 clusters Score -1.541103e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -15412063.000000 Penalty: 5852.895508
	Iteration 2Q: 3 clusters Score -1.541206e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -15413042.000000 Penalty: 5852.895508
	Iteration 3Q: 3 clusters Score -1.541304e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -15414132.000000 Penalty: 5852.895508
	Iteration 4Q: 3 clusters Score -1.541413e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -15415517.000000 Penalty: 5852.895508
	Iteration 5Q: 3 clusters Score -1.541552e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -15417212.000000 Penalty: 5852.895508
	Iteration 6Q: 3 clusters Score -1.541721e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -15419109.000000 Penalty: 5852.895508
	Iteration 7Q: 3 clusters Score -1.541911e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -15421708.000000 Penalty: 5852.895508
	Iteration 8Q: 3 clusters Score -1.542171e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -15424949.000000 Penalty: 5852.895508
	Iteration 9Q: 3 clusters Score -1.542495e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -15429116.000000 Penalty: 5852.895508
	Iteration 10F: 3 clusters Score -1.542912e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -15434227.000000 Penalty: 5852.895508
	Iteration 11F: 3 clusters Score -1.543423e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -15439173.000000 Penalty: 5852.895508
	Iteration 12Q: 3 clusters Score -1.543917e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -15443139.000000 Penalty: 5852.895508
	Iteration 13Q: 3 clusters Score -1.544314e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -15445601.000000 Penalty: 5852.895508
	Iteration 14Q: 3 clusters Score -1.54456e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -15447428.000000 Penalty: 5852.895508
	Iteration 15Q: 3 clusters Score -1.544743e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -15448997.000000 Penalty: 5852.895508
	Iteration 16Q: 3 clusters Score -1.5449e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -15450534.000000 Penalty: 5852.895508
	Iteration 17Q: 3 clusters Score -1.545053e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -15451933.000000 Penalty: 5852.895508
	Iteration 18Q: 3 clusters Score -1.545193e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 119520 members 
Entering Unmasked Estep 
Score: -15453346.000000 Penalty: 5852.895508
	Iteration 19Q: 3 clusters Score -1.545335e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
Score: -15454750.000000 Penalty: 5852.895508
	Iteration 20F: 3 clusters Score -1.545475e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 123744 members 
Entering Unmasked Estep 
Score: -15455962.000000 Penalty: 5852.895508
	Iteration 21Q: 3 clusters Score -1.545596e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -15456976.000000 Penalty: 5852.895508
	Iteration 22Q: 3 clusters Score -1.545698e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -15457847.000000 Penalty: 5852.895508
	Iteration 23Q: 3 clusters Score -1.545785e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 127931 members 
Entering Unmasked Estep 
Score: -15458500.000000 Penalty: 5852.895508
	Iteration 24Q: 3 clusters Score -1.54585e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -15459074.000000 Penalty: 5852.895508
	Iteration 25Q: 3 clusters Score -1.545907e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 129579 members 
Entering Unmasked Estep 
Score: -15459530.000000 Penalty: 5852.895508
	Iteration 26Q: 3 clusters Score -1.545953e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -15459884.000000 Penalty: 5852.895508
	Iteration 27Q: 3 clusters Score -1.545988e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 130593 members 
Entering Unmasked Estep 
Score: -15460156.000000 Penalty: 5852.895508
	Iteration 28Q: 3 clusters Score -1.546016e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -15460378.000000 Penalty: 5852.895508
	Iteration 29Q: 3 clusters Score -1.546038e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 131216 members 
Entering Unmasked Estep 
Score: -15460547.000000 Penalty: 5852.895508
	Iteration 30Q: 3 clusters Score -1.546055e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 131412 members 
Entering Unmasked Estep 
Score: -15460697.000000 Penalty: 5852.895508
	Iteration 31Q: 3 clusters Score -1.54607e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 131564 members 
Entering Unmasked Estep 
Score: -15460767.000000 Penalty: 5852.895508
	Iteration 32Q: 3 clusters Score -1.546077e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 131682 members 
Entering Unmasked Estep 
Score: -15460818.000000 Penalty: 5852.895508
	Iteration 33Q: 3 clusters Score -1.546082e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -15460857.000000 Penalty: 5852.895508
	Iteration 34Q: 3 clusters Score -1.546086e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 131841 members 
Entering Unmasked Estep 
Score: -15460880.000000 Penalty: 5852.895508
	Iteration 35Q: 3 clusters Score -1.546088e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 131902 members 
Entering Unmasked Estep 
Score: -15460897.000000 Penalty: 5852.895508
	Iteration 36Q: 3 clusters Score -1.54609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -15460967.000000 Penalty: 5852.895508
	Iteration 37Q: 3 clusters Score -1.546097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -15460998.000000 Penalty: 5852.895508
	Iteration 38Q: 3 clusters Score -1.5461e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -15461044.000000 Penalty: 5852.895508
	Iteration 39Q: 3 clusters Score -1.546104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -15461065.000000 Penalty: 5852.895508
	Iteration 40F: 3 clusters Score -1.546106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 132091 members 
Entering Unmasked Estep 
Score: -15461074.000000 Penalty: 5852.895508
	Iteration 41Q: 3 clusters Score -1.546107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
Score: -15461089.000000 Penalty: 5852.895508
	Iteration 42Q: 3 clusters Score -1.546109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -15461111.000000 Penalty: 5852.895508
	Iteration 43Q: 3 clusters Score -1.546111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -15461121.000000 Penalty: 5852.895508
	Iteration 44Q: 3 clusters Score -1.546112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -15461116.000000 Penalty: 5852.895508
	Iteration 45Q: 3 clusters Score -1.546112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -15461120.000000 Penalty: 5852.895508
	Iteration 46Q: 3 clusters Score -1.546112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 132157 members 
Entering Unmasked Estep 
Score: -15461116.000000 Penalty: 5852.895508
	Iteration 47Q: 3 clusters Score -1.546112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 132161 members 
Entering Unmasked Estep 
Score: -15461102.000000 Penalty: 5852.895508
	Iteration 48Q: 3 clusters Score -1.54611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 132165 members 
Entering Unmasked Estep 
Score: -15461111.000000 Penalty: 5852.895508
	Iteration 49Q: 3 clusters Score -1.546111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
Score: -15461117.000000 Penalty: 5852.895508
	Iteration 50Q: 3 clusters Score -1.546112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 132172 members 
Entering Unmasked Estep 
Score: -15461119.000000 Penalty: 5852.895508
	Iteration 51Q: 3 clusters Score -1.546112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -15461130.000000 Penalty: 5852.895508
	Iteration 52Q: 3 clusters Score -1.546113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -15461127.000000 Penalty: 5852.895508
	Iteration 53Q: 3 clusters Score -1.546113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -15461137.000000 Penalty: 5852.895508
	Iteration 54Q: 3 clusters Score -1.546114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 132181 members 
Entering Unmasked Estep 
Score: -15461133.000000 Penalty: 5852.895508
	Iteration 55Q: 3 clusters Score -1.546113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -15461132.000000 Penalty: 5852.895508
	Iteration 56Q: 3 clusters Score -1.546113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 132181 members 
Entering Unmasked Estep 
Score: -15461132.000000 Penalty: 5852.895508
	Iteration 57Q: 3 clusters Score -1.546113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 132183 members 
Entering Unmasked Estep 
Score: -15461130.000000 Penalty: 5852.895508
	Iteration 58Q: 3 clusters Score -1.546113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -15461123.000000 Penalty: 5852.895508
	Iteration 59Q: 3 clusters Score -1.546112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -15461125.000000 Penalty: 5852.895508
	Iteration 60F: 3 clusters Score -1.546112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -15461122.000000 Penalty: 5852.895508
	Iteration 61Q: 3 clusters Score -1.546112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -15461138.000000 Penalty: 5852.895508
	Iteration 62Q: 3 clusters Score -1.546114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -15461139.000000 Penalty: 5852.895508
	Iteration 63Q: 3 clusters Score -1.546114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -15461134.000000 Penalty: 5852.895508
	Iteration 64Q: 3 clusters Score -1.546113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -15461134.000000 Penalty: 5852.895508
	Iteration 65F: 3 clusters Score -1.546113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (13684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Entering Unmasked Estep 
Score: -1567024.375000 Penalty: 2361.947754
	Iteration 0F: 2 clusters Score -1567024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1556979.500000 Penalty: 4723.895508
	Iteration 0F: 3 clusters Score -1556980 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1560225.625000 Penalty: 4723.895508
	Iteration 1F: 3 clusters Score -1560226 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1560655.250000 Penalty: 4723.895508
	Iteration 2F: 3 clusters Score -1560655 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1561103.000000 Penalty: 4723.895508
	Iteration 3F: 3 clusters Score -1561103 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1561593.375000 Penalty: 4723.895508
	Iteration 4F: 3 clusters Score -1561593 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1562174.750000 Penalty: 4723.895508
	Iteration 5F: 3 clusters Score -1562175 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1563008.250000 Penalty: 4723.895508
	Iteration 6F: 3 clusters Score -1563008 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1564097.375000 Penalty: 4723.895508
	Iteration 7F: 3 clusters Score -1564097 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1565137.500000 Penalty: 4723.895508
	Iteration 8F: 3 clusters Score -1565138 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1565847.500000 Penalty: 4723.895508
	Iteration 9F: 3 clusters Score -1565848 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1566295.750000 Penalty: 4723.895508
	Iteration 10Q: 3 clusters Score -1566296 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1566603.250000 Penalty: 4723.895508
	Iteration 11Q: 3 clusters Score -1566603 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1566807.875000 Penalty: 4723.895508
	Iteration 12Q: 3 clusters Score -1566808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1566942.375000 Penalty: 4723.895508
	Iteration 13Q: 3 clusters Score -1566942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1567034.250000 Penalty: 4723.895508
	Iteration 14Q: 3 clusters Score -1567034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1567097.125000 Penalty: 4723.895508
	Iteration 15Q: 3 clusters Score -1567097 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1567160.500000 Penalty: 4723.895508
	Iteration 16Q: 3 clusters Score -1567160 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1567257.000000 Penalty: 4723.895508
	Iteration 17Q: 3 clusters Score -1567257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1567510.000000 Penalty: 4723.895508
	Iteration 18Q: 3 clusters Score -1567510 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1567971.875000 Penalty: 4723.895508
	Iteration 19Q: 3 clusters Score -1567972 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1568246.250000 Penalty: 4723.895508
	Iteration 20F: 3 clusters Score -1568246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1568326.625000 Penalty: 4723.895508
	Iteration 21Q: 3 clusters Score -1568327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1568344.125000 Penalty: 4723.895508
	Iteration 22Q: 3 clusters Score -1568344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1568350.375000 Penalty: 4723.895508
	Iteration 23Q: 3 clusters Score -1568350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1568355.500000 Penalty: 4723.895508
	Iteration 24Q: 3 clusters Score -1568356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1568358.625000 Penalty: 4723.895508
	Iteration 25Q: 3 clusters Score -1568359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1568364.875000 Penalty: 4723.895508
	Iteration 26Q: 3 clusters Score -1568365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1568361.250000 Penalty: 4723.895508
	Iteration 27Q: 3 clusters Score -1568361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1568366.375000 Penalty: 4723.895508
	Iteration 28Q: 3 clusters Score -1568366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1568366.375000 Penalty: 4723.895508
	Iteration 29F: 3 clusters Score -1568366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24656 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168709 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19450 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6338 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2526 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33803 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8128 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5457 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29805 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 10288 members 
Mstep: Class 75 contains 11876 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6089 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22315 members 
Mstep: Class 83 contains 4070 members 
Mstep: Class 84 contains 7210 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8276 members 
Mstep: Class 88 contains 7681 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8578 members 
Mstep: Class 94 contains 4936 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2147 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 3396 members 
Entering Unmasked Estep 
Score: -212287744.000000 Penalty: 380867.500000
Splitting cluster 74 changes total score from -212288672.000000 to -212287744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1230431.375000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -1230431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1221601.250000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -1221601 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1224513.500000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -1224514 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1225126.250000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -1225126 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1225628.625000 Penalty: 4653.608398
	Iteration 3F: 3 clusters Score -1225629 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1226111.875000 Penalty: 4653.608398
	Iteration 4F: 3 clusters Score -1226112 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1226539.250000 Penalty: 4653.608398
	Iteration 5F: 3 clusters Score -1226539 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1226906.875000 Penalty: 4653.608398
	Iteration 6F: 3 clusters Score -1226907 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1227176.750000 Penalty: 4653.608398
	Iteration 7Q: 3 clusters Score -1227177 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1227414.625000 Penalty: 4653.608398
	Iteration 8Q: 3 clusters Score -1227415 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1227651.750000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -1227652 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1227865.125000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -1227865 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1228023.750000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -1228024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1228158.125000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -1228158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1228286.500000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -1228286 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1228407.625000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -1228408 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1228510.125000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -1228510 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1228601.250000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -1228601 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1228693.750000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -1228694 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1228770.875000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -1228771 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1228855.875000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -1228856 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1228915.375000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -1228915 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1228966.750000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -1228967 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1229004.000000 Penalty: 4653.608398
	Iteration 22Q: 3 clusters Score -1229004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1229041.000000 Penalty: 4653.608398
	Iteration 23Q: 3 clusters Score -1229041 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1229068.625000 Penalty: 4653.608398
	Iteration 24Q: 3 clusters Score -1229069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1229101.375000 Penalty: 4653.608398
	Iteration 25Q: 3 clusters Score -1229101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1229134.625000 Penalty: 4653.608398
	Iteration 26Q: 3 clusters Score -1229135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1229178.250000 Penalty: 4653.608398
	Iteration 27Q: 3 clusters Score -1229178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1229245.000000 Penalty: 4653.608398
	Iteration 28Q: 3 clusters Score -1229245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1229297.250000 Penalty: 4653.608398
	Iteration 29Q: 3 clusters Score -1229297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1229341.000000 Penalty: 4653.608398
	Iteration 30Q: 3 clusters Score -1229341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1229380.000000 Penalty: 4653.608398
	Iteration 31Q: 3 clusters Score -1229380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1229412.250000 Penalty: 4653.608398
	Iteration 32Q: 3 clusters Score -1229412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1229432.125000 Penalty: 4653.608398
	Iteration 33Q: 3 clusters Score -1229432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1229442.375000 Penalty: 4653.608398
	Iteration 34Q: 3 clusters Score -1229442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1229450.250000 Penalty: 4653.608398
	Iteration 35Q: 3 clusters Score -1229450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1229453.875000 Penalty: 4653.608398
	Iteration 36Q: 3 clusters Score -1229454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1229458.625000 Penalty: 4653.608398
	Iteration 37Q: 3 clusters Score -1229459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1229463.500000 Penalty: 4653.608398
	Iteration 38Q: 3 clusters Score -1229464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1229466.500000 Penalty: 4653.608398
	Iteration 39Q: 3 clusters Score -1229466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1229470.375000 Penalty: 4653.608398
	Iteration 40F: 3 clusters Score -1229470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1229469.875000 Penalty: 4653.608398
	Iteration 41Q: 3 clusters Score -1229470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1229470.250000 Penalty: 4653.608398
	Iteration 42Q: 3 clusters Score -1229470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1229470.250000 Penalty: 4653.608398
	Iteration 43F: 3 clusters Score -1229470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (11181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Entering Unmasked Estep 
Score: -1262661.500000 Penalty: 2311.848877
	Iteration 0F: 2 clusters Score -1262662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1254285.625000 Penalty: 4623.697754
	Iteration 0F: 3 clusters Score -1254286 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1256817.500000 Penalty: 4623.697754
	Iteration 1F: 3 clusters Score -1256818 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1257133.750000 Penalty: 4623.697754
	Iteration 2F: 3 clusters Score -1257134 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1257344.750000 Penalty: 4623.697754
	Iteration 3Q: 3 clusters Score -1257345 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1257518.375000 Penalty: 4623.697754
	Iteration 4Q: 3 clusters Score -1257518 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1257700.750000 Penalty: 4623.697754
	Iteration 5Q: 3 clusters Score -1257701 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1257856.750000 Penalty: 4623.697754
	Iteration 6Q: 3 clusters Score -1257857 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1258008.000000 Penalty: 4623.697754
	Iteration 7Q: 3 clusters Score -1258008 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1258150.250000 Penalty: 4623.697754
	Iteration 8Q: 3 clusters Score -1258150 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1258274.625000 Penalty: 4623.697754
	Iteration 9Q: 3 clusters Score -1258275 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1258379.875000 Penalty: 4623.697754
	Iteration 10Q: 3 clusters Score -1258380 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1258469.125000 Penalty: 4623.697754
	Iteration 11Q: 3 clusters Score -1258469 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1258544.250000 Penalty: 4623.697754
	Iteration 12Q: 3 clusters Score -1258544 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1258620.000000 Penalty: 4623.697754
	Iteration 13Q: 3 clusters Score -1258620 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1258676.375000 Penalty: 4623.697754
	Iteration 14Q: 3 clusters Score -1258676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1258712.500000 Penalty: 4623.697754
	Iteration 15Q: 3 clusters Score -1258712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1258743.625000 Penalty: 4623.697754
	Iteration 16Q: 3 clusters Score -1258744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1258769.125000 Penalty: 4623.697754
	Iteration 17Q: 3 clusters Score -1258769 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1258797.750000 Penalty: 4623.697754
	Iteration 18Q: 3 clusters Score -1258798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1258818.875000 Penalty: 4623.697754
	Iteration 19Q: 3 clusters Score -1258819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1258834.625000 Penalty: 4623.697754
	Iteration 20F: 3 clusters Score -1258835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1258849.125000 Penalty: 4623.697754
	Iteration 21Q: 3 clusters Score -1258849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1258865.250000 Penalty: 4623.697754
	Iteration 22Q: 3 clusters Score -1258865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1258876.250000 Penalty: 4623.697754
	Iteration 23Q: 3 clusters Score -1258876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1258887.250000 Penalty: 4623.697754
	Iteration 24Q: 3 clusters Score -1258887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1258897.000000 Penalty: 4623.697754
	Iteration 25Q: 3 clusters Score -1258897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1258905.625000 Penalty: 4623.697754
	Iteration 26Q: 3 clusters Score -1258906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1258912.750000 Penalty: 4623.697754
	Iteration 27Q: 3 clusters Score -1258913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1258917.875000 Penalty: 4623.697754
	Iteration 28Q: 3 clusters Score -1258918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1258925.250000 Penalty: 4623.697754
	Iteration 29Q: 3 clusters Score -1258925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1258933.500000 Penalty: 4623.697754
	Iteration 30Q: 3 clusters Score -1258934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1258937.875000 Penalty: 4623.697754
	Iteration 31Q: 3 clusters Score -1258938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1258944.625000 Penalty: 4623.697754
	Iteration 32Q: 3 clusters Score -1258945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1258945.625000 Penalty: 4623.697754
	Iteration 33Q: 3 clusters Score -1258946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1258953.500000 Penalty: 4623.697754
	Iteration 34Q: 3 clusters Score -1258954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1258960.250000 Penalty: 4623.697754
	Iteration 35Q: 3 clusters Score -1258960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1258961.125000 Penalty: 4623.697754
	Iteration 36Q: 3 clusters Score -1258961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1258965.750000 Penalty: 4623.697754
	Iteration 37Q: 3 clusters Score -1258966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1258967.250000 Penalty: 4623.697754
	Iteration 38Q: 3 clusters Score -1258967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1258969.375000 Penalty: 4623.697754
	Iteration 39Q: 3 clusters Score -1258969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1258972.625000 Penalty: 4623.697754
	Iteration 40F: 3 clusters Score -1258973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1258973.750000 Penalty: 4623.697754
	Iteration 41Q: 3 clusters Score -1258974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1258980.250000 Penalty: 4623.697754
	Iteration 42Q: 3 clusters Score -1258980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1258981.375000 Penalty: 4623.697754
	Iteration 43Q: 3 clusters Score -1258981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1258986.000000 Penalty: 4623.697754
	Iteration 44Q: 3 clusters Score -1258986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1258986.375000 Penalty: 4623.697754
	Iteration 45Q: 3 clusters Score -1258986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1258994.625000 Penalty: 4623.697754
	Iteration 46Q: 3 clusters Score -1258995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1259003.750000 Penalty: 4623.697754
	Iteration 47Q: 3 clusters Score -1259004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1259002.500000 Penalty: 4623.697754
	Iteration 48Q: 3 clusters Score -1259002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1259008.625000 Penalty: 4623.697754
	Iteration 49Q: 3 clusters Score -1259009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1259010.125000 Penalty: 4623.697754
	Iteration 50Q: 3 clusters Score -1259010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1259021.500000 Penalty: 4623.697754
	Iteration 51Q: 3 clusters Score -1259022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1259026.750000 Penalty: 4623.697754
	Iteration 52Q: 3 clusters Score -1259027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1259031.625000 Penalty: 4623.697754
	Iteration 53Q: 3 clusters Score -1259032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1259040.250000 Penalty: 4623.697754
	Iteration 54Q: 3 clusters Score -1259040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1259048.375000 Penalty: 4623.697754
	Iteration 55Q: 3 clusters Score -1259048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1259058.500000 Penalty: 4623.697754
	Iteration 56Q: 3 clusters Score -1259058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1259064.875000 Penalty: 4623.697754
	Iteration 57Q: 3 clusters Score -1259065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1259074.125000 Penalty: 4623.697754
	Iteration 58Q: 3 clusters Score -1259074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1259076.375000 Penalty: 4623.697754
	Iteration 59Q: 3 clusters Score -1259076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1259092.750000 Penalty: 4623.697754
	Iteration 60F: 3 clusters Score -1259093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1259101.375000 Penalty: 4623.697754
	Iteration 61Q: 3 clusters Score -1259101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1259112.250000 Penalty: 4623.697754
	Iteration 62Q: 3 clusters Score -1259112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1259124.250000 Penalty: 4623.697754
	Iteration 63Q: 3 clusters Score -1259124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1259134.125000 Penalty: 4623.697754
	Iteration 64Q: 3 clusters Score -1259134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1259154.625000 Penalty: 4623.697754
	Iteration 65Q: 3 clusters Score -1259155 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1259173.750000 Penalty: 4623.697754
	Iteration 66Q: 3 clusters Score -1259174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1259202.625000 Penalty: 4623.697754
	Iteration 67Q: 3 clusters Score -1259203 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1259226.875000 Penalty: 4623.697754
	Iteration 68Q: 3 clusters Score -1259227 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1259269.375000 Penalty: 4623.697754
	Iteration 69Q: 3 clusters Score -1259269 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1259317.250000 Penalty: 4623.697754
	Iteration 70Q: 3 clusters Score -1259317 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1259367.125000 Penalty: 4623.697754
	Iteration 71Q: 3 clusters Score -1259367 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1259423.000000 Penalty: 4623.697754
	Iteration 72Q: 3 clusters Score -1259423 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1259489.250000 Penalty: 4623.697754
	Iteration 73Q: 3 clusters Score -1259489 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1259573.750000 Penalty: 4623.697754
	Iteration 74Q: 3 clusters Score -1259574 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1259673.875000 Penalty: 4623.697754
	Iteration 75Q: 3 clusters Score -1259674 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1259791.250000 Penalty: 4623.697754
	Iteration 76Q: 3 clusters Score -1259791 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1259903.375000 Penalty: 4623.697754
	Iteration 77Q: 3 clusters Score -1259903 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1260001.250000 Penalty: 4623.697754
	Iteration 78Q: 3 clusters Score -1260001 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1260099.625000 Penalty: 4623.697754
	Iteration 79Q: 3 clusters Score -1260100 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1260198.500000 Penalty: 4623.697754
	Iteration 80F: 3 clusters Score -1260198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1260282.250000 Penalty: 4623.697754
	Iteration 81Q: 3 clusters Score -1260282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1260341.500000 Penalty: 4623.697754
	Iteration 82Q: 3 clusters Score -1260342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1260408.250000 Penalty: 4623.697754
	Iteration 83Q: 3 clusters Score -1260408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1260463.750000 Penalty: 4623.697754
	Iteration 84Q: 3 clusters Score -1260464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1260520.750000 Penalty: 4623.697754
	Iteration 85Q: 3 clusters Score -1260521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1260572.750000 Penalty: 4623.697754
	Iteration 86Q: 3 clusters Score -1260573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1260615.000000 Penalty: 4623.697754
	Iteration 87Q: 3 clusters Score -1260615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1260649.500000 Penalty: 4623.697754
	Iteration 88Q: 3 clusters Score -1260650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1260669.625000 Penalty: 4623.697754
	Iteration 89Q: 3 clusters Score -1260670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1260698.125000 Penalty: 4623.697754
	Iteration 90Q: 3 clusters Score -1260698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1260715.000000 Penalty: 4623.697754
	Iteration 91Q: 3 clusters Score -1260715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1260737.500000 Penalty: 4623.697754
	Iteration 92Q: 3 clusters Score -1260738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1260784.875000 Penalty: 4623.697754
	Iteration 93Q: 3 clusters Score -1260785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1260899.625000 Penalty: 4623.697754
	Iteration 94Q: 3 clusters Score -1260900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1261042.500000 Penalty: 4623.697754
	Iteration 95Q: 3 clusters Score -1261042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1261096.875000 Penalty: 4623.697754
	Iteration 96Q: 3 clusters Score -1261097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1261126.625000 Penalty: 4623.697754
	Iteration 97Q: 3 clusters Score -1261127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1261139.125000 Penalty: 4623.697754
	Iteration 98Q: 3 clusters Score -1261139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1261157.875000 Penalty: 4623.697754
	Iteration 99Q: 3 clusters Score -1261158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1261169.500000 Penalty: 4623.697754
	Iteration 100F: 3 clusters Score -1261170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1261178.125000 Penalty: 4623.697754
	Iteration 101Q: 3 clusters Score -1261178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1261185.000000 Penalty: 4623.697754
	Iteration 102Q: 3 clusters Score -1261185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1261198.000000 Penalty: 4623.697754
	Iteration 103Q: 3 clusters Score -1261198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1261203.250000 Penalty: 4623.697754
	Iteration 104Q: 3 clusters Score -1261203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1261213.875000 Penalty: 4623.697754
	Iteration 105Q: 3 clusters Score -1261214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1261216.375000 Penalty: 4623.697754
	Iteration 106Q: 3 clusters Score -1261216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1261214.625000 Penalty: 4623.697754
	Iteration 107Q: 3 clusters Score -1261215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1261218.125000 Penalty: 4623.697754
	Iteration 108Q: 3 clusters Score -1261218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1261221.500000 Penalty: 4623.697754
	Iteration 109Q: 3 clusters Score -1261222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1261223.000000 Penalty: 4623.697754
	Iteration 110Q: 3 clusters Score -1261223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1261224.750000 Penalty: 4623.697754
	Iteration 111Q: 3 clusters Score -1261225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1261223.875000 Penalty: 4623.697754
	Iteration 112Q: 3 clusters Score -1261224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1261223.875000 Penalty: 4623.697754
	Iteration 113F: 3 clusters Score -1261224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -590375.187500 Penalty: 2161.131348
	Iteration 0F: 2 clusters Score -590375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -585239.437500 Penalty: 4322.262695
	Iteration 0F: 3 clusters Score -585239.4 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -586672.375000 Penalty: 4322.262695
	Iteration 1F: 3 clusters Score -586672.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -587037.187500 Penalty: 4322.262695
	Iteration 2F: 3 clusters Score -587037.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -587356.875000 Penalty: 4322.262695
	Iteration 3F: 3 clusters Score -587356.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -587643.875000 Penalty: 4322.262695
	Iteration 4F: 3 clusters Score -587643.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -587912.687500 Penalty: 4322.262695
	Iteration 5F: 3 clusters Score -587912.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -588158.750000 Penalty: 4322.262695
	Iteration 6Q: 3 clusters Score -588158.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -588366.687500 Penalty: 4322.262695
	Iteration 7Q: 3 clusters Score -588366.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -588547.937500 Penalty: 4322.262695
	Iteration 8Q: 3 clusters Score -588547.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -588664.937500 Penalty: 4322.262695
	Iteration 9Q: 3 clusters Score -588664.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -588735.750000 Penalty: 4322.262695
	Iteration 10Q: 3 clusters Score -588735.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -588790.812500 Penalty: 4322.262695
	Iteration 11Q: 3 clusters Score -588790.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -588827.000000 Penalty: 4322.262695
	Iteration 12Q: 3 clusters Score -588827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -588851.500000 Penalty: 4322.262695
	Iteration 13Q: 3 clusters Score -588851.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -588868.875000 Penalty: 4322.262695
	Iteration 14Q: 3 clusters Score -588868.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -588879.500000 Penalty: 4322.262695
	Iteration 15Q: 3 clusters Score -588879.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -588886.875000 Penalty: 4322.262695
	Iteration 16Q: 3 clusters Score -588886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -588893.500000 Penalty: 4322.262695
	Iteration 17Q: 3 clusters Score -588893.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -588896.250000 Penalty: 4322.262695
	Iteration 18Q: 3 clusters Score -588896.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -588905.062500 Penalty: 4322.262695
	Iteration 19Q: 3 clusters Score -588905.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -588910.937500 Penalty: 4322.262695
	Iteration 20F: 3 clusters Score -588910.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -588919.812500 Penalty: 4322.262695
	Iteration 21Q: 3 clusters Score -588919.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -588930.187500 Penalty: 4322.262695
	Iteration 22Q: 3 clusters Score -588930.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -588938.687500 Penalty: 4322.262695
	Iteration 23Q: 3 clusters Score -588938.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -588947.437500 Penalty: 4322.262695
	Iteration 24Q: 3 clusters Score -588947.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -588952.125000 Penalty: 4322.262695
	Iteration 25Q: 3 clusters Score -588952.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -588954.937500 Penalty: 4322.262695
	Iteration 26Q: 3 clusters Score -588954.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -588958.125000 Penalty: 4322.262695
	Iteration 27Q: 3 clusters Score -588958.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -588963.437500 Penalty: 4322.262695
	Iteration 28Q: 3 clusters Score -588963.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -588967.562500 Penalty: 4322.262695
	Iteration 29Q: 3 clusters Score -588967.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -588970.125000 Penalty: 4322.262695
	Iteration 30Q: 3 clusters Score -588970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -588970.812500 Penalty: 4322.262695
	Iteration 31Q: 3 clusters Score -588970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -588971.062500 Penalty: 4322.262695
	Iteration 32Q: 3 clusters Score -588971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -588972.625000 Penalty: 4322.262695
	Iteration 33Q: 3 clusters Score -588972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -588972.750000 Penalty: 4322.262695
	Iteration 34Q: 3 clusters Score -588972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -588974.562500 Penalty: 4322.262695
	Iteration 35Q: 3 clusters Score -588974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -588976.625000 Penalty: 4322.262695
	Iteration 36Q: 3 clusters Score -588976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -588976.062500 Penalty: 4322.262695
	Iteration 37Q: 3 clusters Score -588976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -588978.562500 Penalty: 4322.262695
	Iteration 38Q: 3 clusters Score -588978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -588979.000000 Penalty: 4322.262695
	Iteration 39Q: 3 clusters Score -588979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -588978.937500 Penalty: 4322.262695
	Iteration 40F: 3 clusters Score -588978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -588979.000000 Penalty: 4322.262695
	Iteration 41Q: 3 clusters Score -588979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -588980.062500 Penalty: 4322.262695
	Iteration 42Q: 3 clusters Score -588980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -588981.312500 Penalty: 4322.262695
	Iteration 43Q: 3 clusters Score -588981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -588980.750000 Penalty: 4322.262695
	Iteration 44Q: 3 clusters Score -588980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -588981.812500 Penalty: 4322.262695
	Iteration 45Q: 3 clusters Score -588981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -588981.812500 Penalty: 4322.262695
	Iteration 46F: 3 clusters Score -588981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (15285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Entering Unmasked Estep 
Score: -1746849.250000 Penalty: 2389.387695
	Iteration 0F: 2 clusters Score -1746849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1735801.500000 Penalty: 4778.775391
	Iteration 0F: 3 clusters Score -1735802 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1739640.750000 Penalty: 4778.775391
	Iteration 1F: 3 clusters Score -1739641 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1740191.250000 Penalty: 4778.775391
	Iteration 2F: 3 clusters Score -1740191 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1740790.625000 Penalty: 4778.775391
	Iteration 3F: 3 clusters Score -1740791 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1741435.375000 Penalty: 4778.775391
	Iteration 4F: 3 clusters Score -1741435 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1742100.875000 Penalty: 4778.775391
	Iteration 5F: 3 clusters Score -1742101 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1742638.875000 Penalty: 4778.775391
	Iteration 6F: 3 clusters Score -1742639 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1743039.750000 Penalty: 4778.775391
	Iteration 7Q: 3 clusters Score -1743040 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1743323.250000 Penalty: 4778.775391
	Iteration 8Q: 3 clusters Score -1743323 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1743503.000000 Penalty: 4778.775391
	Iteration 9Q: 3 clusters Score -1743503 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1743617.750000 Penalty: 4778.775391
	Iteration 10Q: 3 clusters Score -1743618 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1743719.625000 Penalty: 4778.775391
	Iteration 11Q: 3 clusters Score -1743720 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1743823.500000 Penalty: 4778.775391
	Iteration 12Q: 3 clusters Score -1743824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1743917.250000 Penalty: 4778.775391
	Iteration 13Q: 3 clusters Score -1743917 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1744022.875000 Penalty: 4778.775391
	Iteration 14Q: 3 clusters Score -1744023 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1744151.875000 Penalty: 4778.775391
	Iteration 15Q: 3 clusters Score -1744152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1744281.875000 Penalty: 4778.775391
	Iteration 16Q: 3 clusters Score -1744282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1744461.000000 Penalty: 4778.775391
	Iteration 17Q: 3 clusters Score -1744461 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1744640.125000 Penalty: 4778.775391
	Iteration 18Q: 3 clusters Score -1744640 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1744790.750000 Penalty: 4778.775391
	Iteration 19Q: 3 clusters Score -1744791 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1744943.125000 Penalty: 4778.775391
	Iteration 20F: 3 clusters Score -1744943 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1745078.250000 Penalty: 4778.775391
	Iteration 21Q: 3 clusters Score -1745078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1745178.750000 Penalty: 4778.775391
	Iteration 22Q: 3 clusters Score -1745179 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1745248.250000 Penalty: 4778.775391
	Iteration 23Q: 3 clusters Score -1745248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1745297.625000 Penalty: 4778.775391
	Iteration 24Q: 3 clusters Score -1745298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1745327.500000 Penalty: 4778.775391
	Iteration 25Q: 3 clusters Score -1745328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1745357.125000 Penalty: 4778.775391
	Iteration 26Q: 3 clusters Score -1745357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1745379.125000 Penalty: 4778.775391
	Iteration 27Q: 3 clusters Score -1745379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1745387.125000 Penalty: 4778.775391
	Iteration 28Q: 3 clusters Score -1745387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1745402.375000 Penalty: 4778.775391
	Iteration 29Q: 3 clusters Score -1745402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1745410.375000 Penalty: 4778.775391
	Iteration 30Q: 3 clusters Score -1745410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1745414.625000 Penalty: 4778.775391
	Iteration 31Q: 3 clusters Score -1745415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1745415.750000 Penalty: 4778.775391
	Iteration 32Q: 3 clusters Score -1745416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1745419.000000 Penalty: 4778.775391
	Iteration 33Q: 3 clusters Score -1745419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1745420.250000 Penalty: 4778.775391
	Iteration 34Q: 3 clusters Score -1745420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1745420.000000 Penalty: 4778.775391
	Iteration 35Q: 3 clusters Score -1745420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1745427.375000 Penalty: 4778.775391
	Iteration 36Q: 3 clusters Score -1745427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1745428.750000 Penalty: 4778.775391
	Iteration 37Q: 3 clusters Score -1745429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1745433.250000 Penalty: 4778.775391
	Iteration 38Q: 3 clusters Score -1745433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1745430.875000 Penalty: 4778.775391
	Iteration 39Q: 3 clusters Score -1745431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1745431.000000 Penalty: 4778.775391
	Iteration 40F: 3 clusters Score -1745431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1745430.500000 Penalty: 4778.775391
	Iteration 41Q: 3 clusters Score -1745430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1745429.375000 Penalty: 4778.775391
	Iteration 42Q: 3 clusters Score -1745429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1745429.750000 Penalty: 4778.775391
	Iteration 43Q: 3 clusters Score -1745430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1745429.625000 Penalty: 4778.775391
	Iteration 44Q: 3 clusters Score -1745430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1745429.375000 Penalty: 4778.775391
	Iteration 45Q: 3 clusters Score -1745429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1745429.375000 Penalty: 4778.775391
	Iteration 46F: 3 clusters Score -1745429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Entering Unmasked Estep 
Score: -2726879.000000 Penalty: 2499.840332
	Iteration 0F: 2 clusters Score -2726879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2710212.250000 Penalty: 4999.680664
	Iteration 0F: 3 clusters Score -2710212 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2716646.000000 Penalty: 4999.680664
	Iteration 1F: 3 clusters Score -2716646 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2717719.250000 Penalty: 4999.680664
	Iteration 2F: 3 clusters Score -2717719 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2719111.000000 Penalty: 4999.680664
	Iteration 3F: 3 clusters Score -2719111 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2720590.000000 Penalty: 4999.680664
	Iteration 4F: 3 clusters Score -2720590 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2721727.000000 Penalty: 4999.680664
	Iteration 5F: 3 clusters Score -2721727 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2722519.500000 Penalty: 4999.680664
	Iteration 6F: 3 clusters Score -2722520 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2723065.500000 Penalty: 4999.680664
	Iteration 7Q: 3 clusters Score -2723066 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2723500.500000 Penalty: 4999.680664
	Iteration 8Q: 3 clusters Score -2723500 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2723850.000000 Penalty: 4999.680664
	Iteration 9Q: 3 clusters Score -2723850 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2724150.000000 Penalty: 4999.680664
	Iteration 10Q: 3 clusters Score -2724150 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2724345.000000 Penalty: 4999.680664
	Iteration 11Q: 3 clusters Score -2724345 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2724532.750000 Penalty: 4999.680664
	Iteration 12Q: 3 clusters Score -2724533 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2724689.500000 Penalty: 4999.680664
	Iteration 13Q: 3 clusters Score -2724690 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2724824.500000 Penalty: 4999.680664
	Iteration 14Q: 3 clusters Score -2724824 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2724959.750000 Penalty: 4999.680664
	Iteration 15Q: 3 clusters Score -2724960 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2725104.500000 Penalty: 4999.680664
	Iteration 16Q: 3 clusters Score -2725104 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2725250.500000 Penalty: 4999.680664
	Iteration 17Q: 3 clusters Score -2725250 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2725383.500000 Penalty: 4999.680664
	Iteration 18Q: 3 clusters Score -2725384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2725504.500000 Penalty: 4999.680664
	Iteration 19Q: 3 clusters Score -2725504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2725602.250000 Penalty: 4999.680664
	Iteration 20F: 3 clusters Score -2725602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2725696.750000 Penalty: 4999.680664
	Iteration 21Q: 3 clusters Score -2725697 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2725793.000000 Penalty: 4999.680664
	Iteration 22Q: 3 clusters Score -2725793 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2725890.250000 Penalty: 4999.680664
	Iteration 23Q: 3 clusters Score -2725890 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2725979.250000 Penalty: 4999.680664
	Iteration 24Q: 3 clusters Score -2725979 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2726083.500000 Penalty: 4999.680664
	Iteration 25Q: 3 clusters Score -2726084 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2726180.000000 Penalty: 4999.680664
	Iteration 26Q: 3 clusters Score -2726180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2726277.000000 Penalty: 4999.680664
	Iteration 27Q: 3 clusters Score -2726277 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2726399.750000 Penalty: 4999.680664
	Iteration 28Q: 3 clusters Score -2726400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2726459.000000 Penalty: 4999.680664
	Iteration 29Q: 3 clusters Score -2726459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2726502.750000 Penalty: 4999.680664
	Iteration 30Q: 3 clusters Score -2726503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2726518.500000 Penalty: 4999.680664
	Iteration 31Q: 3 clusters Score -2726518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2726525.500000 Penalty: 4999.680664
	Iteration 32Q: 3 clusters Score -2726526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2726534.750000 Penalty: 4999.680664
	Iteration 33Q: 3 clusters Score -2726535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2726537.750000 Penalty: 4999.680664
	Iteration 34Q: 3 clusters Score -2726538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2726543.500000 Penalty: 4999.680664
	Iteration 35Q: 3 clusters Score -2726544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2726542.500000 Penalty: 4999.680664
	Iteration 36Q: 3 clusters Score -2726542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2726545.250000 Penalty: 4999.680664
	Iteration 37Q: 3 clusters Score -2726545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2726543.250000 Penalty: 4999.680664
	Iteration 38Q: 3 clusters Score -2726543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2726544.250000 Penalty: 4999.680664
	Iteration 39Q: 3 clusters Score -2726544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2726545.000000 Penalty: 4999.680664
	Iteration 40F: 3 clusters Score -2726545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -724248.750000 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -724248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -718866.812500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -718866.8 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -720278.562500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -720278.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -720572.937500 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -720572.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -720882.687500 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -720882.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -721218.187500 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -721218.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -721605.437500 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -721605.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -722182.125000 Penalty: 4348.672363
	Iteration 6F: 3 clusters Score -722182.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -723089.812500 Penalty: 4348.672363
	Iteration 7F: 3 clusters Score -723089.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -724058.375000 Penalty: 4348.672363
	Iteration 8F: 3 clusters Score -724058.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -724614.875000 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -724614.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -725117.125000 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -725117.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -725332.312500 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -725332.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -725355.062500 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -725355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -725359.750000 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -725359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -725358.750000 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -725358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -725358.750000 Penalty: 4348.672363
	Iteration 15F: 3 clusters Score -725358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24656 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168709 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19450 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6338 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2526 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33803 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8128 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5457 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29805 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13684 members 
Mstep: Class 75 contains 11876 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6089 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 4687 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22315 members 
Mstep: Class 83 contains 4070 members 
Mstep: Class 84 contains 7210 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8276 members 
Mstep: Class 88 contains 7681 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8578 members 
Mstep: Class 94 contains 4936 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2147 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 1735 members 
Entering Unmasked Estep 
Score: -212288192.000000 Penalty: 380867.500000
Splitting cluster 80 changes total score from -212288672.000000 to -212288192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30051.152344 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30051.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28834.042969 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28834.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28995.300781 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28995.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29064.779297 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -29064.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29151.109375 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -29151.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29202.375000 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -29202.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29226.935547 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -29226.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29240.820312 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -29240.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29243.802734 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -29243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29250.351562 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -29250.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29302.943359 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -29302.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29324.636719 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -29324.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29346.011719 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -29346.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29362.085938 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -29362.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29426.347656 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -29426.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29445.675781 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -29445.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29476.773438 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -29476.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29492.986328 Penalty: 2871.820312
	Iteration 16Q: 3 clusters Score -29492.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29503.906250 Penalty: 2871.820312
	Iteration 17F: 3 clusters Score -29503.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29542.816406 Penalty: 2871.820312
	Iteration 18Q: 3 clusters Score -29542.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29542.816406 Penalty: 2871.820312
	Iteration 19F: 3 clusters Score -29542.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (22315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Entering Unmasked Estep 
Score: -2309098.250000 Penalty: 2483.227783
	Iteration 0F: 2 clusters Score -2309098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2293580.500000 Penalty: 4966.455566
	Iteration 0F: 3 clusters Score -2293580 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2298980.500000 Penalty: 4966.455566
	Iteration 1F: 3 clusters Score -2298980 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2299668.000000 Penalty: 4966.455566
	Iteration 2F: 3 clusters Score -2299668 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2300371.750000 Penalty: 4966.455566
	Iteration 3F: 3 clusters Score -2300372 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2301038.750000 Penalty: 4966.455566
	Iteration 4F: 3 clusters Score -2301039 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2301598.500000 Penalty: 4966.455566
	Iteration 5F: 3 clusters Score -2301598 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2302087.500000 Penalty: 4966.455566
	Iteration 6Q: 3 clusters Score -2302088 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2302518.750000 Penalty: 4966.455566
	Iteration 7Q: 3 clusters Score -2302519 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2302900.250000 Penalty: 4966.455566
	Iteration 8Q: 3 clusters Score -2302900 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2303192.250000 Penalty: 4966.455566
	Iteration 9Q: 3 clusters Score -2303192 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2303428.250000 Penalty: 4966.455566
	Iteration 10Q: 3 clusters Score -2303428 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2303617.500000 Penalty: 4966.455566
	Iteration 11Q: 3 clusters Score -2303618 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2303768.000000 Penalty: 4966.455566
	Iteration 12Q: 3 clusters Score -2303768 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2303909.750000 Penalty: 4966.455566
	Iteration 13Q: 3 clusters Score -2303910 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2304046.250000 Penalty: 4966.455566
	Iteration 14Q: 3 clusters Score -2304046 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2304154.250000 Penalty: 4966.455566
	Iteration 15Q: 3 clusters Score -2304154 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2304259.250000 Penalty: 4966.455566
	Iteration 16Q: 3 clusters Score -2304259 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2304376.000000 Penalty: 4966.455566
	Iteration 17Q: 3 clusters Score -2304376 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2304501.750000 Penalty: 4966.455566
	Iteration 18Q: 3 clusters Score -2304502 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2304598.750000 Penalty: 4966.455566
	Iteration 19Q: 3 clusters Score -2304599 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2304683.750000 Penalty: 4966.455566
	Iteration 20F: 3 clusters Score -2304684 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2304764.750000 Penalty: 4966.455566
	Iteration 21Q: 3 clusters Score -2304765 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2304833.750000 Penalty: 4966.455566
	Iteration 22Q: 3 clusters Score -2304834 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2304895.500000 Penalty: 4966.455566
	Iteration 23Q: 3 clusters Score -2304896 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2304951.000000 Penalty: 4966.455566
	Iteration 24Q: 3 clusters Score -2304951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2304984.500000 Penalty: 4966.455566
	Iteration 25Q: 3 clusters Score -2304984 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2305036.000000 Penalty: 4966.455566
	Iteration 26Q: 3 clusters Score -2305036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2305073.000000 Penalty: 4966.455566
	Iteration 27Q: 3 clusters Score -2305073 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2305112.000000 Penalty: 4966.455566
	Iteration 28Q: 3 clusters Score -2305112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2305147.750000 Penalty: 4966.455566
	Iteration 29Q: 3 clusters Score -2305148 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2305175.250000 Penalty: 4966.455566
	Iteration 30Q: 3 clusters Score -2305175 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2305205.500000 Penalty: 4966.455566
	Iteration 31Q: 3 clusters Score -2305206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2305226.500000 Penalty: 4966.455566
	Iteration 32Q: 3 clusters Score -2305226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2305255.000000 Penalty: 4966.455566
	Iteration 33Q: 3 clusters Score -2305255 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2305272.750000 Penalty: 4966.455566
	Iteration 34Q: 3 clusters Score -2305273 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2305293.750000 Penalty: 4966.455566
	Iteration 35Q: 3 clusters Score -2305294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2305320.000000 Penalty: 4966.455566
	Iteration 36Q: 3 clusters Score -2305320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2305351.250000 Penalty: 4966.455566
	Iteration 37Q: 3 clusters Score -2305351 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2305386.250000 Penalty: 4966.455566
	Iteration 38Q: 3 clusters Score -2305386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2305407.250000 Penalty: 4966.455566
	Iteration 39Q: 3 clusters Score -2305407 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2305425.750000 Penalty: 4966.455566
	Iteration 40F: 3 clusters Score -2305426 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2305437.250000 Penalty: 4966.455566
	Iteration 41Q: 3 clusters Score -2305437 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2305464.250000 Penalty: 4966.455566
	Iteration 42Q: 3 clusters Score -2305464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2305491.500000 Penalty: 4966.455566
	Iteration 43Q: 3 clusters Score -2305492 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2305523.250000 Penalty: 4966.455566
	Iteration 44Q: 3 clusters Score -2305523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2305557.000000 Penalty: 4966.455566
	Iteration 45Q: 3 clusters Score -2305557 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2305569.500000 Penalty: 4966.455566
	Iteration 46Q: 3 clusters Score -2305570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2305603.750000 Penalty: 4966.455566
	Iteration 47Q: 3 clusters Score -2305604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2305615.250000 Penalty: 4966.455566
	Iteration 48Q: 3 clusters Score -2305615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2305651.250000 Penalty: 4966.455566
	Iteration 49Q: 3 clusters Score -2305651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2305667.750000 Penalty: 4966.455566
	Iteration 50Q: 3 clusters Score -2305668 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2305678.750000 Penalty: 4966.455566
	Iteration 51Q: 3 clusters Score -2305679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2305696.500000 Penalty: 4966.455566
	Iteration 52Q: 3 clusters Score -2305696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2305727.250000 Penalty: 4966.455566
	Iteration 53Q: 3 clusters Score -2305727 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2305774.750000 Penalty: 4966.455566
	Iteration 54Q: 3 clusters Score -2305775 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2305811.250000 Penalty: 4966.455566
	Iteration 55Q: 3 clusters Score -2305811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2305843.750000 Penalty: 4966.455566
	Iteration 56Q: 3 clusters Score -2305844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2305886.250000 Penalty: 4966.455566
	Iteration 57Q: 3 clusters Score -2305886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2305916.000000 Penalty: 4966.455566
	Iteration 58Q: 3 clusters Score -2305916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2305941.250000 Penalty: 4966.455566
	Iteration 59Q: 3 clusters Score -2305941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2305973.500000 Penalty: 4966.455566
	Iteration 60F: 3 clusters Score -2305974 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2306000.250000 Penalty: 4966.455566
	Iteration 61Q: 3 clusters Score -2306000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2306039.000000 Penalty: 4966.455566
	Iteration 62Q: 3 clusters Score -2306039 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2306071.750000 Penalty: 4966.455566
	Iteration 63Q: 3 clusters Score -2306072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2306110.000000 Penalty: 4966.455566
	Iteration 64Q: 3 clusters Score -2306110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2306130.500000 Penalty: 4966.455566
	Iteration 65Q: 3 clusters Score -2306130 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2306154.250000 Penalty: 4966.455566
	Iteration 66Q: 3 clusters Score -2306154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2306191.500000 Penalty: 4966.455566
	Iteration 67Q: 3 clusters Score -2306192 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2306226.750000 Penalty: 4966.455566
	Iteration 68Q: 3 clusters Score -2306227 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2306269.250000 Penalty: 4966.455566
	Iteration 69Q: 3 clusters Score -2306269 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2306324.750000 Penalty: 4966.455566
	Iteration 70Q: 3 clusters Score -2306325 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2306372.750000 Penalty: 4966.455566
	Iteration 71Q: 3 clusters Score -2306373 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2306433.750000 Penalty: 4966.455566
	Iteration 72Q: 3 clusters Score -2306434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2306492.000000 Penalty: 4966.455566
	Iteration 73Q: 3 clusters Score -2306492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2306555.000000 Penalty: 4966.455566
	Iteration 74Q: 3 clusters Score -2306555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2306624.250000 Penalty: 4966.455566
	Iteration 75Q: 3 clusters Score -2306624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2306691.250000 Penalty: 4966.455566
	Iteration 76Q: 3 clusters Score -2306691 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2306754.250000 Penalty: 4966.455566
	Iteration 77Q: 3 clusters Score -2306754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2306822.000000 Penalty: 4966.455566
	Iteration 78Q: 3 clusters Score -2306822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2306892.750000 Penalty: 4966.455566
	Iteration 79Q: 3 clusters Score -2306893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2306977.750000 Penalty: 4966.455566
	Iteration 80F: 3 clusters Score -2306978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2307037.750000 Penalty: 4966.455566
	Iteration 81Q: 3 clusters Score -2307038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2307088.500000 Penalty: 4966.455566
	Iteration 82Q: 3 clusters Score -2307088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2307128.250000 Penalty: 4966.455566
	Iteration 83Q: 3 clusters Score -2307128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2307165.500000 Penalty: 4966.455566
	Iteration 84Q: 3 clusters Score -2307166 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2307212.750000 Penalty: 4966.455566
	Iteration 85Q: 3 clusters Score -2307213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2307242.000000 Penalty: 4966.455566
	Iteration 86Q: 3 clusters Score -2307242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2307263.500000 Penalty: 4966.455566
	Iteration 87Q: 3 clusters Score -2307264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2307279.250000 Penalty: 4966.455566
	Iteration 88Q: 3 clusters Score -2307279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2307296.750000 Penalty: 4966.455566
	Iteration 89Q: 3 clusters Score -2307297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2307307.000000 Penalty: 4966.455566
	Iteration 90Q: 3 clusters Score -2307307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2307326.500000 Penalty: 4966.455566
	Iteration 91Q: 3 clusters Score -2307326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2307347.250000 Penalty: 4966.455566
	Iteration 92Q: 3 clusters Score -2307347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2307353.500000 Penalty: 4966.455566
	Iteration 93Q: 3 clusters Score -2307354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2307366.500000 Penalty: 4966.455566
	Iteration 94Q: 3 clusters Score -2307366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2307373.000000 Penalty: 4966.455566
	Iteration 95Q: 3 clusters Score -2307373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2307379.750000 Penalty: 4966.455566
	Iteration 96Q: 3 clusters Score -2307380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2307384.750000 Penalty: 4966.455566
	Iteration 97Q: 3 clusters Score -2307385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2307386.250000 Penalty: 4966.455566
	Iteration 98Q: 3 clusters Score -2307386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2307390.500000 Penalty: 4966.455566
	Iteration 99Q: 3 clusters Score -2307390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2307393.250000 Penalty: 4966.455566
	Iteration 100F: 3 clusters Score -2307393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2307397.500000 Penalty: 4966.455566
	Iteration 101Q: 3 clusters Score -2307398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2307405.750000 Penalty: 4966.455566
	Iteration 102Q: 3 clusters Score -2307406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2307410.750000 Penalty: 4966.455566
	Iteration 103Q: 3 clusters Score -2307411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2307415.000000 Penalty: 4966.455566
	Iteration 104Q: 3 clusters Score -2307415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2307420.750000 Penalty: 4966.455566
	Iteration 105Q: 3 clusters Score -2307421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2307421.500000 Penalty: 4966.455566
	Iteration 106Q: 3 clusters Score -2307422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2307428.500000 Penalty: 4966.455566
	Iteration 107Q: 3 clusters Score -2307428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2307427.250000 Penalty: 4966.455566
	Iteration 108Q: 3 clusters Score -2307427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2307430.500000 Penalty: 4966.455566
	Iteration 109Q: 3 clusters Score -2307430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2307436.500000 Penalty: 4966.455566
	Iteration 110Q: 3 clusters Score -2307436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2307436.000000 Penalty: 4966.455566
	Iteration 111Q: 3 clusters Score -2307436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2307438.750000 Penalty: 4966.455566
	Iteration 112Q: 3 clusters Score -2307439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2307435.750000 Penalty: 4966.455566
	Iteration 113Q: 3 clusters Score -2307436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2307440.000000 Penalty: 4966.455566
	Iteration 114Q: 3 clusters Score -2307440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2307440.750000 Penalty: 4966.455566
	Iteration 115Q: 3 clusters Score -2307441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2307440.000000 Penalty: 4966.455566
	Iteration 116Q: 3 clusters Score -2307440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2307443.000000 Penalty: 4966.455566
	Iteration 117Q: 3 clusters Score -2307443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2307442.000000 Penalty: 4966.455566
	Iteration 118Q: 3 clusters Score -2307442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2307440.750000 Penalty: 4966.455566
	Iteration 119Q: 3 clusters Score -2307441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2307440.750000 Penalty: 4966.455566
	Iteration 120F: 3 clusters Score -2307441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -372507.593750 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -372507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -368614.031250 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -368614 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -369715.250000 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -369715.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -370196.250000 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -370196.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -370579.500000 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -370579.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -370835.562500 Penalty: 4122.453613
	Iteration 4F: 3 clusters Score -370835.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -371004.593750 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -371004.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -371124.312500 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -371124.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -371202.406250 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -371202.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -371246.000000 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -371246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -371288.500000 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -371288.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -371314.187500 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -371314.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -371331.812500 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -371331.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -371349.750000 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -371349.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -371370.718750 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -371370.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -371393.562500 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -371393.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -371416.531250 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -371416.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -371438.687500 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -371438.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -371463.906250 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -371463.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -371490.750000 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -371490.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -371513.156250 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -371513.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -371529.312500 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -371529.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -371541.843750 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -371541.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -371553.843750 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -371553.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -371564.000000 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -371564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -371575.343750 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -371575.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -371582.031250 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -371582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -371588.281250 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -371588.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -371593.218750 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -371593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -371598.875000 Penalty: 4122.453613
	Iteration 28Q: 3 clusters Score -371598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -371607.937500 Penalty: 4122.453613
	Iteration 29Q: 3 clusters Score -371607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -371610.968750 Penalty: 4122.453613
	Iteration 30Q: 3 clusters Score -371611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -371614.125000 Penalty: 4122.453613
	Iteration 31Q: 3 clusters Score -371614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -371617.718750 Penalty: 4122.453613
	Iteration 32Q: 3 clusters Score -371617.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -371622.187500 Penalty: 4122.453613
	Iteration 33Q: 3 clusters Score -371622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -371626.000000 Penalty: 4122.453613
	Iteration 34Q: 3 clusters Score -371626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -371625.343750 Penalty: 4122.453613
	Iteration 35Q: 3 clusters Score -371625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -371625.968750 Penalty: 4122.453613
	Iteration 36Q: 3 clusters Score -371626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -371625.593750 Penalty: 4122.453613
	Iteration 37Q: 3 clusters Score -371625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -371625.593750 Penalty: 4122.453613
	Iteration 38F: 3 clusters Score -371625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -735834.437500 Penalty: 2203.039551
	Iteration 0F: 2 clusters Score -735834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -729951.750000 Penalty: 4406.079102
	Iteration 0F: 3 clusters Score -729951.8 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -731840.312500 Penalty: 4406.079102
	Iteration 1F: 3 clusters Score -731840.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -732373.625000 Penalty: 4406.079102
	Iteration 2F: 3 clusters Score -732373.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -732821.125000 Penalty: 4406.079102
	Iteration 3F: 3 clusters Score -732821.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -733197.312500 Penalty: 4406.079102
	Iteration 4F: 3 clusters Score -733197.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -733518.750000 Penalty: 4406.079102
	Iteration 5F: 3 clusters Score -733518.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -733800.312500 Penalty: 4406.079102
	Iteration 6Q: 3 clusters Score -733800.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -734009.687500 Penalty: 4406.079102
	Iteration 7Q: 3 clusters Score -734009.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -734160.812500 Penalty: 4406.079102
	Iteration 8Q: 3 clusters Score -734160.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -734266.750000 Penalty: 4406.079102
	Iteration 9Q: 3 clusters Score -734266.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -734348.500000 Penalty: 4406.079102
	Iteration 10Q: 3 clusters Score -734348.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -734406.500000 Penalty: 4406.079102
	Iteration 11Q: 3 clusters Score -734406.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -734452.125000 Penalty: 4406.079102
	Iteration 12Q: 3 clusters Score -734452.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -734476.000000 Penalty: 4406.079102
	Iteration 13Q: 3 clusters Score -734476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -734499.687500 Penalty: 4406.079102
	Iteration 14Q: 3 clusters Score -734499.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -734513.937500 Penalty: 4406.079102
	Iteration 15Q: 3 clusters Score -734513.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -734531.500000 Penalty: 4406.079102
	Iteration 16Q: 3 clusters Score -734531.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -734547.125000 Penalty: 4406.079102
	Iteration 17Q: 3 clusters Score -734547.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -734559.937500 Penalty: 4406.079102
	Iteration 18Q: 3 clusters Score -734559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -734567.375000 Penalty: 4406.079102
	Iteration 19Q: 3 clusters Score -734567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -734571.312500 Penalty: 4406.079102
	Iteration 20F: 3 clusters Score -734571.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -734574.437500 Penalty: 4406.079102
	Iteration 21Q: 3 clusters Score -734574.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -734581.375000 Penalty: 4406.079102
	Iteration 22Q: 3 clusters Score -734581.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -734589.187500 Penalty: 4406.079102
	Iteration 23Q: 3 clusters Score -734589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -734595.625000 Penalty: 4406.079102
	Iteration 24Q: 3 clusters Score -734595.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -734602.562500 Penalty: 4406.079102
	Iteration 25Q: 3 clusters Score -734602.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -734607.750000 Penalty: 4406.079102
	Iteration 26Q: 3 clusters Score -734607.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -734609.812500 Penalty: 4406.079102
	Iteration 27Q: 3 clusters Score -734609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -734610.562500 Penalty: 4406.079102
	Iteration 28Q: 3 clusters Score -734610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -734613.687500 Penalty: 4406.079102
	Iteration 29Q: 3 clusters Score -734613.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -734615.250000 Penalty: 4406.079102
	Iteration 30Q: 3 clusters Score -734615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -734617.937500 Penalty: 4406.079102
	Iteration 31Q: 3 clusters Score -734617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -734619.500000 Penalty: 4406.079102
	Iteration 32Q: 3 clusters Score -734619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -734620.062500 Penalty: 4406.079102
	Iteration 33Q: 3 clusters Score -734620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -734622.187500 Penalty: 4406.079102
	Iteration 34Q: 3 clusters Score -734622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -734624.500000 Penalty: 4406.079102
	Iteration 35Q: 3 clusters Score -734624.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -734627.062500 Penalty: 4406.079102
	Iteration 36Q: 3 clusters Score -734627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -734628.000000 Penalty: 4406.079102
	Iteration 37Q: 3 clusters Score -734628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -734631.875000 Penalty: 4406.079102
	Iteration 38Q: 3 clusters Score -734631.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -734632.437500 Penalty: 4406.079102
	Iteration 39Q: 3 clusters Score -734632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -734635.375000 Penalty: 4406.079102
	Iteration 40F: 3 clusters Score -734635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -734637.750000 Penalty: 4406.079102
	Iteration 41Q: 3 clusters Score -734637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -734640.375000 Penalty: 4406.079102
	Iteration 42Q: 3 clusters Score -734640.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -734642.187500 Penalty: 4406.079102
	Iteration 43Q: 3 clusters Score -734642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -734644.062500 Penalty: 4406.079102
	Iteration 44Q: 3 clusters Score -734644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -734647.625000 Penalty: 4406.079102
	Iteration 45Q: 3 clusters Score -734647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -734648.125000 Penalty: 4406.079102
	Iteration 46Q: 3 clusters Score -734648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -734649.375000 Penalty: 4406.079102
	Iteration 47Q: 3 clusters Score -734649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -734648.125000 Penalty: 4406.079102
	Iteration 48Q: 3 clusters Score -734648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -734649.125000 Penalty: 4406.079102
	Iteration 49Q: 3 clusters Score -734649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -734649.125000 Penalty: 4406.079102
	Iteration 50F: 3 clusters Score -734649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (28274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Entering Unmasked Estep 
Score: -2948203.500000 Penalty: 2541.925049
	Iteration 0F: 2 clusters Score -2948204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2928882.750000 Penalty: 5083.850098
	Iteration 0F: 3 clusters Score -2928883 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2935836.000000 Penalty: 5083.850098
	Iteration 1F: 3 clusters Score -2935836 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2936609.750000 Penalty: 5083.850098
	Iteration 2F: 3 clusters Score -2936610 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2937548.250000 Penalty: 5083.850098
	Iteration 3F: 3 clusters Score -2937548 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2938586.750000 Penalty: 5083.850098
	Iteration 4F: 3 clusters Score -2938587 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2939672.000000 Penalty: 5083.850098
	Iteration 5F: 3 clusters Score -2939672 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2940727.000000 Penalty: 5083.850098
	Iteration 6F: 3 clusters Score -2940727 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2941767.250000 Penalty: 5083.850098
	Iteration 7F: 3 clusters Score -2941767 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2942803.250000 Penalty: 5083.850098
	Iteration 8F: 3 clusters Score -2942803 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2943745.750000 Penalty: 5083.850098
	Iteration 9Q: 3 clusters Score -2943746 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2944465.000000 Penalty: 5083.850098
	Iteration 10Q: 3 clusters Score -2944465 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2944974.250000 Penalty: 5083.850098
	Iteration 11Q: 3 clusters Score -2944974 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2945299.250000 Penalty: 5083.850098
	Iteration 12Q: 3 clusters Score -2945299 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2945557.500000 Penalty: 5083.850098
	Iteration 13Q: 3 clusters Score -2945558 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2945733.500000 Penalty: 5083.850098
	Iteration 14Q: 3 clusters Score -2945734 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2945847.250000 Penalty: 5083.850098
	Iteration 15Q: 3 clusters Score -2945847 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2945888.500000 Penalty: 5083.850098
	Iteration 16Q: 3 clusters Score -2945888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2945930.000000 Penalty: 5083.850098
	Iteration 17Q: 3 clusters Score -2945930 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2945955.500000 Penalty: 5083.850098
	Iteration 18Q: 3 clusters Score -2945956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2945977.500000 Penalty: 5083.850098
	Iteration 19Q: 3 clusters Score -2945978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2945992.750000 Penalty: 5083.850098
	Iteration 20F: 3 clusters Score -2945993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2946013.500000 Penalty: 5083.850098
	Iteration 21Q: 3 clusters Score -2946014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2946021.000000 Penalty: 5083.850098
	Iteration 22Q: 3 clusters Score -2946021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2946023.500000 Penalty: 5083.850098
	Iteration 23Q: 3 clusters Score -2946024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2946037.000000 Penalty: 5083.850098
	Iteration 24Q: 3 clusters Score -2946037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2946044.750000 Penalty: 5083.850098
	Iteration 25Q: 3 clusters Score -2946045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2946043.750000 Penalty: 5083.850098
	Iteration 26Q: 3 clusters Score -2946044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2946048.000000 Penalty: 5083.850098
	Iteration 27Q: 3 clusters Score -2946048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2946046.500000 Penalty: 5083.850098
	Iteration 28Q: 3 clusters Score -2946046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2946051.500000 Penalty: 5083.850098
	Iteration 29Q: 3 clusters Score -2946052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2946049.500000 Penalty: 5083.850098
	Iteration 30Q: 3 clusters Score -2946050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2946059.250000 Penalty: 5083.850098
	Iteration 31Q: 3 clusters Score -2946059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2946069.500000 Penalty: 5083.850098
	Iteration 32Q: 3 clusters Score -2946070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2946077.250000 Penalty: 5083.850098
	Iteration 33Q: 3 clusters Score -2946077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2946075.250000 Penalty: 5083.850098
	Iteration 34Q: 3 clusters Score -2946075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2946078.500000 Penalty: 5083.850098
	Iteration 35Q: 3 clusters Score -2946078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2946078.000000 Penalty: 5083.850098
	Iteration 36Q: 3 clusters Score -2946078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2946087.000000 Penalty: 5083.850098
	Iteration 37Q: 3 clusters Score -2946087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2946093.000000 Penalty: 5083.850098
	Iteration 38Q: 3 clusters Score -2946093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2946095.500000 Penalty: 5083.850098
	Iteration 39Q: 3 clusters Score -2946096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2946104.000000 Penalty: 5083.850098
	Iteration 40F: 3 clusters Score -2946104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2946108.500000 Penalty: 5083.850098
	Iteration 41Q: 3 clusters Score -2946108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2946117.000000 Penalty: 5083.850098
	Iteration 42Q: 3 clusters Score -2946117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2946124.750000 Penalty: 5083.850098
	Iteration 43Q: 3 clusters Score -2946125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2946133.250000 Penalty: 5083.850098
	Iteration 44Q: 3 clusters Score -2946133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2946131.750000 Penalty: 5083.850098
	Iteration 45Q: 3 clusters Score -2946132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2946146.000000 Penalty: 5083.850098
	Iteration 46Q: 3 clusters Score -2946146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2946143.000000 Penalty: 5083.850098
	Iteration 47Q: 3 clusters Score -2946143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2946153.750000 Penalty: 5083.850098
	Iteration 48Q: 3 clusters Score -2946154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2946178.750000 Penalty: 5083.850098
	Iteration 49Q: 3 clusters Score -2946179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2946192.250000 Penalty: 5083.850098
	Iteration 50Q: 3 clusters Score -2946192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2946204.750000 Penalty: 5083.850098
	Iteration 51Q: 3 clusters Score -2946205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2946210.500000 Penalty: 5083.850098
	Iteration 52Q: 3 clusters Score -2946210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2946232.000000 Penalty: 5083.850098
	Iteration 53Q: 3 clusters Score -2946232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2946247.750000 Penalty: 5083.850098
	Iteration 54Q: 3 clusters Score -2946248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2946255.750000 Penalty: 5083.850098
	Iteration 55Q: 3 clusters Score -2946256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2946274.750000 Penalty: 5083.850098
	Iteration 56Q: 3 clusters Score -2946275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2946296.750000 Penalty: 5083.850098
	Iteration 57Q: 3 clusters Score -2946297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2946320.750000 Penalty: 5083.850098
	Iteration 58Q: 3 clusters Score -2946321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2946333.500000 Penalty: 5083.850098
	Iteration 59Q: 3 clusters Score -2946334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2946332.750000 Penalty: 5083.850098
	Iteration 60F: 3 clusters Score -2946333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2946345.250000 Penalty: 5083.850098
	Iteration 61Q: 3 clusters Score -2946345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2946357.250000 Penalty: 5083.850098
	Iteration 62Q: 3 clusters Score -2946357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2946372.500000 Penalty: 5083.850098
	Iteration 63Q: 3 clusters Score -2946372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2946375.000000 Penalty: 5083.850098
	Iteration 64Q: 3 clusters Score -2946375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2946372.000000 Penalty: 5083.850098
	Iteration 65Q: 3 clusters Score -2946372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2946372.500000 Penalty: 5083.850098
	Iteration 66Q: 3 clusters Score -2946372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2946383.500000 Penalty: 5083.850098
	Iteration 67Q: 3 clusters Score -2946384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2946385.250000 Penalty: 5083.850098
	Iteration 68Q: 3 clusters Score -2946385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2946383.750000 Penalty: 5083.850098
	Iteration 69Q: 3 clusters Score -2946384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2946388.250000 Penalty: 5083.850098
	Iteration 70Q: 3 clusters Score -2946388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2946388.500000 Penalty: 5083.850098
	Iteration 71Q: 3 clusters Score -2946388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2946391.000000 Penalty: 5083.850098
	Iteration 72Q: 3 clusters Score -2946391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2946390.250000 Penalty: 5083.850098
	Iteration 73Q: 3 clusters Score -2946390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2946390.250000 Penalty: 5083.850098
	Iteration 74F: 3 clusters Score -2946390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -305358.875000 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -305358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -302250.187500 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -302250.2 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -302909.250000 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -302909.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303101.750000 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -303101.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -303237.906250 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -303237.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303331.781250 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -303331.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -303403.031250 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -303403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -303476.031250 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -303476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -303515.625000 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -303515.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -303536.218750 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -303536.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -303552.937500 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -303552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -303569.156250 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -303569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303579.750000 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -303579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -303589.156250 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -303589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -303606.625000 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -303606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -303620.250000 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -303620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -303630.812500 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -303630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303639.656250 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -303639.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303655.656250 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -303655.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -303668.906250 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -303668.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -303677.062500 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -303677.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -303681.718750 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -303681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -303686.468750 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -303686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -303688.187500 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -303688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -303688.000000 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -303688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -303688.000000 Penalty: 3925.469238
	Iteration 24F: 3 clusters Score -303688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -896342.500000 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -896342.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -889764.625000 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -889764.6 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -891619.312500 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -891619.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -891940.625000 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -891940.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -892229.250000 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -892229.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -892546.437500 Penalty: 4474.473145
	Iteration 4F: 3 clusters Score -892546.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -892865.187500 Penalty: 4474.473145
	Iteration 5F: 3 clusters Score -892865.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -893216.875000 Penalty: 4474.473145
	Iteration 6F: 3 clusters Score -893216.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -893606.062500 Penalty: 4474.473145
	Iteration 7F: 3 clusters Score -893606.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -893959.375000 Penalty: 4474.473145
	Iteration 8F: 3 clusters Score -893959.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -894272.687500 Penalty: 4474.473145
	Iteration 9F: 3 clusters Score -894272.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -894503.687500 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -894503.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -894636.937500 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -894636.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -894718.812500 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -894718.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -894763.875000 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -894763.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -894797.000000 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -894797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -894820.750000 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -894820.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -894840.937500 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -894840.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -894855.375000 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -894855.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -894865.375000 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -894865.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -894879.312500 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -894879.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -894894.437500 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -894894.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -894907.625000 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -894907.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -894914.812500 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -894914.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -894918.687500 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -894918.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -894919.500000 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -894919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -894921.312500 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -894921.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -894926.062500 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -894926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -894925.312500 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -894925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -894928.375000 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -894928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -894931.375000 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -894931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -894934.562500 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -894934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -894935.125000 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -894935.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -894935.875000 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -894935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -894941.500000 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -894941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -894941.562500 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -894941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -894941.937500 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -894941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -894939.750000 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -894939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -894940.437500 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -894940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -894940.750000 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -894940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -894940.750000 Penalty: 4474.473145
	Iteration 39F: 3 clusters Score -894940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -800492.187500 Penalty: 2218.733154
	Iteration 0F: 2 clusters Score -800492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -794305.687500 Penalty: 4437.466309
	Iteration 0F: 3 clusters Score -794305.7 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -796183.687500 Penalty: 4437.466309
	Iteration 1F: 3 clusters Score -796183.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -796762.187500 Penalty: 4437.466309
	Iteration 2F: 3 clusters Score -796762.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -797305.687500 Penalty: 4437.466309
	Iteration 3F: 3 clusters Score -797305.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -797692.750000 Penalty: 4437.466309
	Iteration 4F: 3 clusters Score -797692.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -798010.437500 Penalty: 4437.466309
	Iteration 5F: 3 clusters Score -798010.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -798224.062500 Penalty: 4437.466309
	Iteration 6Q: 3 clusters Score -798224.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -798393.687500 Penalty: 4437.466309
	Iteration 7Q: 3 clusters Score -798393.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -798512.625000 Penalty: 4437.466309
	Iteration 8Q: 3 clusters Score -798512.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -798613.687500 Penalty: 4437.466309
	Iteration 9Q: 3 clusters Score -798613.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -798692.437500 Penalty: 4437.466309
	Iteration 10Q: 3 clusters Score -798692.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -798768.562500 Penalty: 4437.466309
	Iteration 11Q: 3 clusters Score -798768.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -798838.562500 Penalty: 4437.466309
	Iteration 12Q: 3 clusters Score -798838.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -798889.500000 Penalty: 4437.466309
	Iteration 13Q: 3 clusters Score -798889.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -798923.875000 Penalty: 4437.466309
	Iteration 14Q: 3 clusters Score -798923.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -798958.375000 Penalty: 4437.466309
	Iteration 15Q: 3 clusters Score -798958.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -798979.312500 Penalty: 4437.466309
	Iteration 16Q: 3 clusters Score -798979.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -799003.875000 Penalty: 4437.466309
	Iteration 17Q: 3 clusters Score -799003.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -799023.937500 Penalty: 4437.466309
	Iteration 18Q: 3 clusters Score -799023.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -799041.062500 Penalty: 4437.466309
	Iteration 19Q: 3 clusters Score -799041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -799056.625000 Penalty: 4437.466309
	Iteration 20F: 3 clusters Score -799056.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -799070.375000 Penalty: 4437.466309
	Iteration 21Q: 3 clusters Score -799070.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -799081.375000 Penalty: 4437.466309
	Iteration 22Q: 3 clusters Score -799081.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -799087.812500 Penalty: 4437.466309
	Iteration 23Q: 3 clusters Score -799087.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -799095.125000 Penalty: 4437.466309
	Iteration 24Q: 3 clusters Score -799095.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -799104.562500 Penalty: 4437.466309
	Iteration 25Q: 3 clusters Score -799104.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -799111.375000 Penalty: 4437.466309
	Iteration 26Q: 3 clusters Score -799111.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -799120.937500 Penalty: 4437.466309
	Iteration 27Q: 3 clusters Score -799120.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -799126.562500 Penalty: 4437.466309
	Iteration 28Q: 3 clusters Score -799126.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -799131.812500 Penalty: 4437.466309
	Iteration 29Q: 3 clusters Score -799131.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -799133.500000 Penalty: 4437.466309
	Iteration 30Q: 3 clusters Score -799133.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -799137.687500 Penalty: 4437.466309
	Iteration 31Q: 3 clusters Score -799137.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -799140.562500 Penalty: 4437.466309
	Iteration 32Q: 3 clusters Score -799140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -799142.437500 Penalty: 4437.466309
	Iteration 33Q: 3 clusters Score -799142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -799144.687500 Penalty: 4437.466309
	Iteration 34Q: 3 clusters Score -799144.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -799145.687500 Penalty: 4437.466309
	Iteration 35Q: 3 clusters Score -799145.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -799149.250000 Penalty: 4437.466309
	Iteration 36Q: 3 clusters Score -799149.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -799151.562500 Penalty: 4437.466309
	Iteration 37Q: 3 clusters Score -799151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -799152.062500 Penalty: 4437.466309
	Iteration 38Q: 3 clusters Score -799152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -799153.312500 Penalty: 4437.466309
	Iteration 39Q: 3 clusters Score -799153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -799154.750000 Penalty: 4437.466309
	Iteration 40F: 3 clusters Score -799154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -799155.937500 Penalty: 4437.466309
	Iteration 41Q: 3 clusters Score -799155.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -799160.875000 Penalty: 4437.466309
	Iteration 42Q: 3 clusters Score -799160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -799162.125000 Penalty: 4437.466309
	Iteration 43Q: 3 clusters Score -799162.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -799164.437500 Penalty: 4437.466309
	Iteration 44Q: 3 clusters Score -799164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -799167.562500 Penalty: 4437.466309
	Iteration 45Q: 3 clusters Score -799167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -799167.937500 Penalty: 4437.466309
	Iteration 46Q: 3 clusters Score -799167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -799169.812500 Penalty: 4437.466309
	Iteration 47Q: 3 clusters Score -799169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -799170.375000 Penalty: 4437.466309
	Iteration 48Q: 3 clusters Score -799170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -799175.375000 Penalty: 4437.466309
	Iteration 49Q: 3 clusters Score -799175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -799176.812500 Penalty: 4437.466309
	Iteration 50Q: 3 clusters Score -799176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -799178.062500 Penalty: 4437.466309
	Iteration 51Q: 3 clusters Score -799178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -799183.375000 Penalty: 4437.466309
	Iteration 52Q: 3 clusters Score -799183.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -799185.937500 Penalty: 4437.466309
	Iteration 53Q: 3 clusters Score -799185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -799188.250000 Penalty: 4437.466309
	Iteration 54Q: 3 clusters Score -799188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -799189.312500 Penalty: 4437.466309
	Iteration 55Q: 3 clusters Score -799189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -799189.187500 Penalty: 4437.466309
	Iteration 56Q: 3 clusters Score -799189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -799194.500000 Penalty: 4437.466309
	Iteration 57Q: 3 clusters Score -799194.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -799199.500000 Penalty: 4437.466309
	Iteration 58Q: 3 clusters Score -799199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -799199.750000 Penalty: 4437.466309
	Iteration 59Q: 3 clusters Score -799199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -799203.125000 Penalty: 4437.466309
	Iteration 60F: 3 clusters Score -799203.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -799207.562500 Penalty: 4437.466309
	Iteration 61Q: 3 clusters Score -799207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -799209.750000 Penalty: 4437.466309
	Iteration 62Q: 3 clusters Score -799209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -799213.750000 Penalty: 4437.466309
	Iteration 63Q: 3 clusters Score -799213.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -799215.250000 Penalty: 4437.466309
	Iteration 64Q: 3 clusters Score -799215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -799217.500000 Penalty: 4437.466309
	Iteration 65Q: 3 clusters Score -799217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -799220.000000 Penalty: 4437.466309
	Iteration 66Q: 3 clusters Score -799220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -799220.187500 Penalty: 4437.466309
	Iteration 67Q: 3 clusters Score -799220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -799220.312500 Penalty: 4437.466309
	Iteration 68Q: 3 clusters Score -799220.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -799220.687500 Penalty: 4437.466309
	Iteration 69Q: 3 clusters Score -799220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -799221.812500 Penalty: 4437.466309
	Iteration 70Q: 3 clusters Score -799221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -799221.375000 Penalty: 4437.466309
	Iteration 71Q: 3 clusters Score -799221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -799221.375000 Penalty: 4437.466309
	Iteration 72Q: 3 clusters Score -799221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -799221.625000 Penalty: 4437.466309
	Iteration 73Q: 3 clusters Score -799221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -799222.125000 Penalty: 4437.466309
	Iteration 74Q: 3 clusters Score -799222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -799223.625000 Penalty: 4437.466309
	Iteration 75Q: 3 clusters Score -799223.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -799227.750000 Penalty: 4437.466309
	Iteration 76Q: 3 clusters Score -799227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -799229.562500 Penalty: 4437.466309
	Iteration 77Q: 3 clusters Score -799229.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -799233.125000 Penalty: 4437.466309
	Iteration 78Q: 3 clusters Score -799233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -799235.687500 Penalty: 4437.466309
	Iteration 79Q: 3 clusters Score -799235.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -799239.437500 Penalty: 4437.466309
	Iteration 80F: 3 clusters Score -799239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -799241.062500 Penalty: 4437.466309
	Iteration 81Q: 3 clusters Score -799241.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -799248.625000 Penalty: 4437.466309
	Iteration 82Q: 3 clusters Score -799248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -799252.187500 Penalty: 4437.466309
	Iteration 83Q: 3 clusters Score -799252.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -799253.812500 Penalty: 4437.466309
	Iteration 84Q: 3 clusters Score -799253.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -799258.562500 Penalty: 4437.466309
	Iteration 85Q: 3 clusters Score -799258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -799266.375000 Penalty: 4437.466309
	Iteration 86Q: 3 clusters Score -799266.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -799269.250000 Penalty: 4437.466309
	Iteration 87Q: 3 clusters Score -799269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -799276.250000 Penalty: 4437.466309
	Iteration 88Q: 3 clusters Score -799276.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -799277.625000 Penalty: 4437.466309
	Iteration 89Q: 3 clusters Score -799277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -799283.125000 Penalty: 4437.466309
	Iteration 90Q: 3 clusters Score -799283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -799283.812500 Penalty: 4437.466309
	Iteration 91Q: 3 clusters Score -799283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -799285.875000 Penalty: 4437.466309
	Iteration 92Q: 3 clusters Score -799285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -799285.437500 Penalty: 4437.466309
	Iteration 93Q: 3 clusters Score -799285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -799287.500000 Penalty: 4437.466309
	Iteration 94Q: 3 clusters Score -799287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -799290.000000 Penalty: 4437.466309
	Iteration 95Q: 3 clusters Score -799290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -799291.062500 Penalty: 4437.466309
	Iteration 96Q: 3 clusters Score -799291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -799289.750000 Penalty: 4437.466309
	Iteration 97Q: 3 clusters Score -799289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -799292.812500 Penalty: 4437.466309
	Iteration 98Q: 3 clusters Score -799292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -799296.187500 Penalty: 4437.466309
	Iteration 99Q: 3 clusters Score -799296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -799299.812500 Penalty: 4437.466309
	Iteration 100F: 3 clusters Score -799299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -799300.437500 Penalty: 4437.466309
	Iteration 101Q: 3 clusters Score -799300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -799302.000000 Penalty: 4437.466309
	Iteration 102Q: 3 clusters Score -799302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -799304.250000 Penalty: 4437.466309
	Iteration 103Q: 3 clusters Score -799304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -799305.812500 Penalty: 4437.466309
	Iteration 104Q: 3 clusters Score -799305.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -799308.625000 Penalty: 4437.466309
	Iteration 105Q: 3 clusters Score -799308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -799311.000000 Penalty: 4437.466309
	Iteration 106Q: 3 clusters Score -799311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -799313.250000 Penalty: 4437.466309
	Iteration 107Q: 3 clusters Score -799313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -799317.187500 Penalty: 4437.466309
	Iteration 108Q: 3 clusters Score -799317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -799317.375000 Penalty: 4437.466309
	Iteration 109Q: 3 clusters Score -799317.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -799318.562500 Penalty: 4437.466309
	Iteration 110Q: 3 clusters Score -799318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -799319.500000 Penalty: 4437.466309
	Iteration 111Q: 3 clusters Score -799319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -799321.375000 Penalty: 4437.466309
	Iteration 112Q: 3 clusters Score -799321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -799321.062500 Penalty: 4437.466309
	Iteration 113Q: 3 clusters Score -799321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -799325.812500 Penalty: 4437.466309
	Iteration 114Q: 3 clusters Score -799325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -799326.312500 Penalty: 4437.466309
	Iteration 115Q: 3 clusters Score -799326.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -799329.875000 Penalty: 4437.466309
	Iteration 116Q: 3 clusters Score -799329.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -799333.562500 Penalty: 4437.466309
	Iteration 117Q: 3 clusters Score -799333.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -799339.062500 Penalty: 4437.466309
	Iteration 118Q: 3 clusters Score -799339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -799342.437500 Penalty: 4437.466309
	Iteration 119Q: 3 clusters Score -799342.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -799348.687500 Penalty: 4437.466309
	Iteration 120F: 3 clusters Score -799348.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -799352.812500 Penalty: 4437.466309
	Iteration 121Q: 3 clusters Score -799352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -799354.687500 Penalty: 4437.466309
	Iteration 122Q: 3 clusters Score -799354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -799356.187500 Penalty: 4437.466309
	Iteration 123Q: 3 clusters Score -799356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -799363.312500 Penalty: 4437.466309
	Iteration 124Q: 3 clusters Score -799363.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -799369.937500 Penalty: 4437.466309
	Iteration 125Q: 3 clusters Score -799369.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -799374.375000 Penalty: 4437.466309
	Iteration 126Q: 3 clusters Score -799374.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -799387.312500 Penalty: 4437.466309
	Iteration 127Q: 3 clusters Score -799387.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -799388.812500 Penalty: 4437.466309
	Iteration 128Q: 3 clusters Score -799388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -799395.062500 Penalty: 4437.466309
	Iteration 129Q: 3 clusters Score -799395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -799397.562500 Penalty: 4437.466309
	Iteration 130Q: 3 clusters Score -799397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -799399.875000 Penalty: 4437.466309
	Iteration 131Q: 3 clusters Score -799399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -799401.500000 Penalty: 4437.466309
	Iteration 132Q: 3 clusters Score -799401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -799405.562500 Penalty: 4437.466309
	Iteration 133Q: 3 clusters Score -799405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -799406.562500 Penalty: 4437.466309
	Iteration 134Q: 3 clusters Score -799406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -799408.000000 Penalty: 4437.466309
	Iteration 135Q: 3 clusters Score -799408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -799407.062500 Penalty: 4437.466309
	Iteration 136Q: 3 clusters Score -799407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -799410.000000 Penalty: 4437.466309
	Iteration 137Q: 3 clusters Score -799410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -799409.062500 Penalty: 4437.466309
	Iteration 138Q: 3 clusters Score -799409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -799409.687500 Penalty: 4437.466309
	Iteration 139Q: 3 clusters Score -799409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -799409.687500 Penalty: 4437.466309
	Iteration 140F: 3 clusters Score -799409.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -771842.812500 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -771842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -765616.062500 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -765616.1 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -767458.875000 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -767458.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -767829.187500 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -767829.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -768125.312500 Penalty: 4428.474121
	Iteration 3F: 3 clusters Score -768125.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -768372.250000 Penalty: 4428.474121
	Iteration 4F: 3 clusters Score -768372.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -768545.000000 Penalty: 4428.474121
	Iteration 5Q: 3 clusters Score -768545 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -768698.375000 Penalty: 4428.474121
	Iteration 6Q: 3 clusters Score -768698.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -768814.812500 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -768814.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -768912.375000 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -768912.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -769005.062500 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -769005.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -769094.250000 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -769094.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -769191.437500 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -769191.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -769285.187500 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -769285.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -769369.937500 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -769369.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -769454.375000 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -769454.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -769525.187500 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -769525.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -769586.562500 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -769586.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -769633.937500 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -769633.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -769676.937500 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -769676.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -769707.437500 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -769707.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -769736.812500 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -769736.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -769760.750000 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -769760.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -769784.187500 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -769784.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -769802.312500 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -769802.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -769819.375000 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -769819.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -769829.187500 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -769829.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -769838.125000 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -769838.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -769852.437500 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -769852.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -769862.562500 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -769862.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -769875.000000 Penalty: 4428.474121
	Iteration 29Q: 3 clusters Score -769875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -769881.437500 Penalty: 4428.474121
	Iteration 30Q: 3 clusters Score -769881.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -769889.875000 Penalty: 4428.474121
	Iteration 31Q: 3 clusters Score -769889.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -769899.125000 Penalty: 4428.474121
	Iteration 32Q: 3 clusters Score -769899.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -769905.812500 Penalty: 4428.474121
	Iteration 33Q: 3 clusters Score -769905.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -769914.062500 Penalty: 4428.474121
	Iteration 34Q: 3 clusters Score -769914.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -769918.562500 Penalty: 4428.474121
	Iteration 35Q: 3 clusters Score -769918.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -769924.875000 Penalty: 4428.474121
	Iteration 36Q: 3 clusters Score -769924.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -769932.875000 Penalty: 4428.474121
	Iteration 37Q: 3 clusters Score -769932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -769941.687500 Penalty: 4428.474121
	Iteration 38Q: 3 clusters Score -769941.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -769949.625000 Penalty: 4428.474121
	Iteration 39Q: 3 clusters Score -769949.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -769957.062500 Penalty: 4428.474121
	Iteration 40F: 3 clusters Score -769957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -769964.687500 Penalty: 4428.474121
	Iteration 41Q: 3 clusters Score -769964.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -769971.562500 Penalty: 4428.474121
	Iteration 42Q: 3 clusters Score -769971.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -769982.750000 Penalty: 4428.474121
	Iteration 43Q: 3 clusters Score -769982.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -769993.375000 Penalty: 4428.474121
	Iteration 44Q: 3 clusters Score -769993.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -770001.312500 Penalty: 4428.474121
	Iteration 45Q: 3 clusters Score -770001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -770007.750000 Penalty: 4428.474121
	Iteration 46Q: 3 clusters Score -770007.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -770018.187500 Penalty: 4428.474121
	Iteration 47Q: 3 clusters Score -770018.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -770024.500000 Penalty: 4428.474121
	Iteration 48Q: 3 clusters Score -770024.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -770031.562500 Penalty: 4428.474121
	Iteration 49Q: 3 clusters Score -770031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -770034.562500 Penalty: 4428.474121
	Iteration 50Q: 3 clusters Score -770034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -770039.250000 Penalty: 4428.474121
	Iteration 51Q: 3 clusters Score -770039.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -770046.750000 Penalty: 4428.474121
	Iteration 52Q: 3 clusters Score -770046.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -770052.062500 Penalty: 4428.474121
	Iteration 53Q: 3 clusters Score -770052.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -770058.625000 Penalty: 4428.474121
	Iteration 54Q: 3 clusters Score -770058.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -770063.125000 Penalty: 4428.474121
	Iteration 55Q: 3 clusters Score -770063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -770070.375000 Penalty: 4428.474121
	Iteration 56Q: 3 clusters Score -770070.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -770076.687500 Penalty: 4428.474121
	Iteration 57Q: 3 clusters Score -770076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -770084.437500 Penalty: 4428.474121
	Iteration 58Q: 3 clusters Score -770084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -770088.750000 Penalty: 4428.474121
	Iteration 59Q: 3 clusters Score -770088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -770098.125000 Penalty: 4428.474121
	Iteration 60F: 3 clusters Score -770098.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -770110.062500 Penalty: 4428.474121
	Iteration 61Q: 3 clusters Score -770110.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -770116.937500 Penalty: 4428.474121
	Iteration 62Q: 3 clusters Score -770116.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -770129.125000 Penalty: 4428.474121
	Iteration 63Q: 3 clusters Score -770129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -770134.000000 Penalty: 4428.474121
	Iteration 64Q: 3 clusters Score -770134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -770141.125000 Penalty: 4428.474121
	Iteration 65Q: 3 clusters Score -770141.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -770147.250000 Penalty: 4428.474121
	Iteration 66Q: 3 clusters Score -770147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -770149.437500 Penalty: 4428.474121
	Iteration 67Q: 3 clusters Score -770149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -770154.937500 Penalty: 4428.474121
	Iteration 68Q: 3 clusters Score -770154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -770160.562500 Penalty: 4428.474121
	Iteration 69Q: 3 clusters Score -770160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -770165.625000 Penalty: 4428.474121
	Iteration 70Q: 3 clusters Score -770165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -770169.250000 Penalty: 4428.474121
	Iteration 71Q: 3 clusters Score -770169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -770174.375000 Penalty: 4428.474121
	Iteration 72Q: 3 clusters Score -770174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -770176.750000 Penalty: 4428.474121
	Iteration 73Q: 3 clusters Score -770176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -770179.625000 Penalty: 4428.474121
	Iteration 74Q: 3 clusters Score -770179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -770180.562500 Penalty: 4428.474121
	Iteration 75Q: 3 clusters Score -770180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -770181.750000 Penalty: 4428.474121
	Iteration 76Q: 3 clusters Score -770181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -770182.187500 Penalty: 4428.474121
	Iteration 77Q: 3 clusters Score -770182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -770186.000000 Penalty: 4428.474121
	Iteration 78Q: 3 clusters Score -770186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -770190.875000 Penalty: 4428.474121
	Iteration 79Q: 3 clusters Score -770190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -770195.625000 Penalty: 4428.474121
	Iteration 80F: 3 clusters Score -770195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -770200.000000 Penalty: 4428.474121
	Iteration 81Q: 3 clusters Score -770200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -770203.750000 Penalty: 4428.474121
	Iteration 82Q: 3 clusters Score -770203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -770206.812500 Penalty: 4428.474121
	Iteration 83Q: 3 clusters Score -770206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -770213.000000 Penalty: 4428.474121
	Iteration 84Q: 3 clusters Score -770213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -770218.437500 Penalty: 4428.474121
	Iteration 85Q: 3 clusters Score -770218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -770222.750000 Penalty: 4428.474121
	Iteration 86Q: 3 clusters Score -770222.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -770227.625000 Penalty: 4428.474121
	Iteration 87Q: 3 clusters Score -770227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -770227.625000 Penalty: 4428.474121
	Iteration 88Q: 3 clusters Score -770227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -770229.250000 Penalty: 4428.474121
	Iteration 89Q: 3 clusters Score -770229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -770230.812500 Penalty: 4428.474121
	Iteration 90Q: 3 clusters Score -770230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -770230.250000 Penalty: 4428.474121
	Iteration 91Q: 3 clusters Score -770230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -770230.250000 Penalty: 4428.474121
	Iteration 92F: 3 clusters Score -770230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -468707.375000 Penalty: 2099.751953
	Iteration 0F: 2 clusters Score -468707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -464349.218750 Penalty: 4199.503906
	Iteration 0F: 3 clusters Score -464349.2 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -465620.375000 Penalty: 4199.503906
	Iteration 1F: 3 clusters Score -465620.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -465895.500000 Penalty: 4199.503906
	Iteration 2F: 3 clusters Score -465895.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -466103.906250 Penalty: 4199.503906
	Iteration 3F: 3 clusters Score -466103.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -466253.218750 Penalty: 4199.503906
	Iteration 4Q: 3 clusters Score -466253.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -466367.593750 Penalty: 4199.503906
	Iteration 5Q: 3 clusters Score -466367.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -466468.156250 Penalty: 4199.503906
	Iteration 6Q: 3 clusters Score -466468.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -466542.250000 Penalty: 4199.503906
	Iteration 7Q: 3 clusters Score -466542.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -466622.031250 Penalty: 4199.503906
	Iteration 8Q: 3 clusters Score -466622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -466674.031250 Penalty: 4199.503906
	Iteration 9Q: 3 clusters Score -466674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -466713.500000 Penalty: 4199.503906
	Iteration 10Q: 3 clusters Score -466713.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -466754.437500 Penalty: 4199.503906
	Iteration 11Q: 3 clusters Score -466754.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -466780.062500 Penalty: 4199.503906
	Iteration 12Q: 3 clusters Score -466780.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -466801.250000 Penalty: 4199.503906
	Iteration 13Q: 3 clusters Score -466801.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -466814.500000 Penalty: 4199.503906
	Iteration 14Q: 3 clusters Score -466814.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -466824.312500 Penalty: 4199.503906
	Iteration 15Q: 3 clusters Score -466824.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -466836.625000 Penalty: 4199.503906
	Iteration 16Q: 3 clusters Score -466836.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -466847.031250 Penalty: 4199.503906
	Iteration 17Q: 3 clusters Score -466847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -466853.625000 Penalty: 4199.503906
	Iteration 18Q: 3 clusters Score -466853.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -466862.656250 Penalty: 4199.503906
	Iteration 19Q: 3 clusters Score -466862.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -466871.093750 Penalty: 4199.503906
	Iteration 20F: 3 clusters Score -466871.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -466877.375000 Penalty: 4199.503906
	Iteration 21Q: 3 clusters Score -466877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -466883.718750 Penalty: 4199.503906
	Iteration 22Q: 3 clusters Score -466883.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -466890.437500 Penalty: 4199.503906
	Iteration 23Q: 3 clusters Score -466890.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -466901.937500 Penalty: 4199.503906
	Iteration 24Q: 3 clusters Score -466901.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -466910.968750 Penalty: 4199.503906
	Iteration 25Q: 3 clusters Score -466911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -466916.125000 Penalty: 4199.503906
	Iteration 26Q: 3 clusters Score -466916.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -466920.375000 Penalty: 4199.503906
	Iteration 27Q: 3 clusters Score -466920.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -466924.656250 Penalty: 4199.503906
	Iteration 28Q: 3 clusters Score -466924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -466926.968750 Penalty: 4199.503906
	Iteration 29Q: 3 clusters Score -466927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -466930.468750 Penalty: 4199.503906
	Iteration 30Q: 3 clusters Score -466930.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -466937.062500 Penalty: 4199.503906
	Iteration 31Q: 3 clusters Score -466937.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -466942.125000 Penalty: 4199.503906
	Iteration 32Q: 3 clusters Score -466942.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -466950.062500 Penalty: 4199.503906
	Iteration 33Q: 3 clusters Score -466950.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -466959.593750 Penalty: 4199.503906
	Iteration 34Q: 3 clusters Score -466959.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -466969.062500 Penalty: 4199.503906
	Iteration 35Q: 3 clusters Score -466969.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -466979.281250 Penalty: 4199.503906
	Iteration 36Q: 3 clusters Score -466979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -466986.687500 Penalty: 4199.503906
	Iteration 37Q: 3 clusters Score -466986.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -466994.343750 Penalty: 4199.503906
	Iteration 38Q: 3 clusters Score -466994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -467002.437500 Penalty: 4199.503906
	Iteration 39Q: 3 clusters Score -467002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -467009.000000 Penalty: 4199.503906
	Iteration 40F: 3 clusters Score -467009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -467013.531250 Penalty: 4199.503906
	Iteration 41Q: 3 clusters Score -467013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -467017.718750 Penalty: 4199.503906
	Iteration 42Q: 3 clusters Score -467017.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -467021.906250 Penalty: 4199.503906
	Iteration 43Q: 3 clusters Score -467021.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -467025.218750 Penalty: 4199.503906
	Iteration 44Q: 3 clusters Score -467025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -467028.000000 Penalty: 4199.503906
	Iteration 45Q: 3 clusters Score -467028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467031.062500 Penalty: 4199.503906
	Iteration 46Q: 3 clusters Score -467031.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -467035.406250 Penalty: 4199.503906
	Iteration 47Q: 3 clusters Score -467035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467036.875000 Penalty: 4199.503906
	Iteration 48Q: 3 clusters Score -467036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -467038.062500 Penalty: 4199.503906
	Iteration 49Q: 3 clusters Score -467038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -467039.593750 Penalty: 4199.503906
	Iteration 50Q: 3 clusters Score -467039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467039.781250 Penalty: 4199.503906
	Iteration 51Q: 3 clusters Score -467039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -467039.625000 Penalty: 4199.503906
	Iteration 52Q: 3 clusters Score -467039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -467040.250000 Penalty: 4199.503906
	Iteration 53Q: 3 clusters Score -467040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -467041.687500 Penalty: 4199.503906
	Iteration 54Q: 3 clusters Score -467041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -467042.812500 Penalty: 4199.503906
	Iteration 55Q: 3 clusters Score -467042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -467044.718750 Penalty: 4199.503906
	Iteration 56Q: 3 clusters Score -467044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -467045.656250 Penalty: 4199.503906
	Iteration 57Q: 3 clusters Score -467045.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467047.062500 Penalty: 4199.503906
	Iteration 58Q: 3 clusters Score -467047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467047.468750 Penalty: 4199.503906
	Iteration 59Q: 3 clusters Score -467047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -467048.500000 Penalty: 4199.503906
	Iteration 60F: 3 clusters Score -467048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -467048.093750 Penalty: 4199.503906
	Iteration 61Q: 3 clusters Score -467048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -467048.093750 Penalty: 4199.503906
	Iteration 62F: 3 clusters Score -467048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -741218.250000 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -741218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -735175.000000 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -735175 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -736936.750000 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -736936.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -737429.187500 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -737429.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -737807.500000 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -737807.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -738087.375000 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -738087.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -738293.187500 Penalty: 4418.712402
	Iteration 5Q: 3 clusters Score -738293.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -738454.375000 Penalty: 4418.712402
	Iteration 6Q: 3 clusters Score -738454.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -738590.375000 Penalty: 4418.712402
	Iteration 7Q: 3 clusters Score -738590.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -738696.750000 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -738696.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -738757.500000 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -738757.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -738820.312500 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -738820.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -738874.062500 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -738874.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -738928.625000 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -738928.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -738970.062500 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -738970.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -739013.375000 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -739013.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -739054.375000 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -739054.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -739093.500000 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -739093.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -739136.562500 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -739136.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -739191.187500 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -739191.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -739249.500000 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -739249.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -739298.312500 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -739298.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -739343.437500 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -739343.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -739375.000000 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -739375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -739407.250000 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -739407.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -739438.937500 Penalty: 4418.712402
	Iteration 24Q: 3 clusters Score -739438.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -739468.500000 Penalty: 4418.712402
	Iteration 25Q: 3 clusters Score -739468.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -739484.000000 Penalty: 4418.712402
	Iteration 26Q: 3 clusters Score -739484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -739494.062500 Penalty: 4418.712402
	Iteration 27Q: 3 clusters Score -739494.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -739506.750000 Penalty: 4418.712402
	Iteration 28Q: 3 clusters Score -739506.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -739517.812500 Penalty: 4418.712402
	Iteration 29Q: 3 clusters Score -739517.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -739523.562500 Penalty: 4418.712402
	Iteration 30Q: 3 clusters Score -739523.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -739533.625000 Penalty: 4418.712402
	Iteration 31Q: 3 clusters Score -739533.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -739543.062500 Penalty: 4418.712402
	Iteration 32Q: 3 clusters Score -739543.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -739551.437500 Penalty: 4418.712402
	Iteration 33Q: 3 clusters Score -739551.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -739557.125000 Penalty: 4418.712402
	Iteration 34Q: 3 clusters Score -739557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -739562.625000 Penalty: 4418.712402
	Iteration 35Q: 3 clusters Score -739562.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -739566.062500 Penalty: 4418.712402
	Iteration 36Q: 3 clusters Score -739566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -739569.062500 Penalty: 4418.712402
	Iteration 37Q: 3 clusters Score -739569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -739574.687500 Penalty: 4418.712402
	Iteration 38Q: 3 clusters Score -739574.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -739577.562500 Penalty: 4418.712402
	Iteration 39Q: 3 clusters Score -739577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -739582.375000 Penalty: 4418.712402
	Iteration 40F: 3 clusters Score -739582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -739583.625000 Penalty: 4418.712402
	Iteration 41Q: 3 clusters Score -739583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -739584.125000 Penalty: 4418.712402
	Iteration 42Q: 3 clusters Score -739584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -739588.625000 Penalty: 4418.712402
	Iteration 43Q: 3 clusters Score -739588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -739589.687500 Penalty: 4418.712402
	Iteration 44Q: 3 clusters Score -739589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -739590.562500 Penalty: 4418.712402
	Iteration 45Q: 3 clusters Score -739590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -739592.500000 Penalty: 4418.712402
	Iteration 46Q: 3 clusters Score -739592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -739593.062500 Penalty: 4418.712402
	Iteration 47Q: 3 clusters Score -739593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -739593.062500 Penalty: 4418.712402
	Iteration 48Q: 3 clusters Score -739593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -739595.312500 Penalty: 4418.712402
	Iteration 49Q: 3 clusters Score -739595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -739596.000000 Penalty: 4418.712402
	Iteration 50Q: 3 clusters Score -739596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -739596.812500 Penalty: 4418.712402
	Iteration 51Q: 3 clusters Score -739596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -739598.375000 Penalty: 4418.712402
	Iteration 52Q: 3 clusters Score -739598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -739600.375000 Penalty: 4418.712402
	Iteration 53Q: 3 clusters Score -739600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -739600.750000 Penalty: 4418.712402
	Iteration 54Q: 3 clusters Score -739600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -739601.875000 Penalty: 4418.712402
	Iteration 55Q: 3 clusters Score -739601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -739603.375000 Penalty: 4418.712402
	Iteration 56Q: 3 clusters Score -739603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -739602.500000 Penalty: 4418.712402
	Iteration 57Q: 3 clusters Score -739602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -739601.375000 Penalty: 4418.712402
	Iteration 58Q: 3 clusters Score -739601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -739604.437500 Penalty: 4418.712402
	Iteration 59Q: 3 clusters Score -739604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -739604.562500 Penalty: 4418.712402
	Iteration 60F: 3 clusters Score -739604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -739605.312500 Penalty: 4418.712402
	Iteration 61Q: 3 clusters Score -739605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -739607.000000 Penalty: 4418.712402
	Iteration 62Q: 3 clusters Score -739607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -739606.687500 Penalty: 4418.712402
	Iteration 63Q: 3 clusters Score -739606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -739610.500000 Penalty: 4418.712402
	Iteration 64Q: 3 clusters Score -739610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -739612.437500 Penalty: 4418.712402
	Iteration 65Q: 3 clusters Score -739612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -739613.812500 Penalty: 4418.712402
	Iteration 66Q: 3 clusters Score -739613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -739617.062500 Penalty: 4418.712402
	Iteration 67Q: 3 clusters Score -739617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -739619.687500 Penalty: 4418.712402
	Iteration 68Q: 3 clusters Score -739619.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -739621.687500 Penalty: 4418.712402
	Iteration 69Q: 3 clusters Score -739621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -739623.500000 Penalty: 4418.712402
	Iteration 70Q: 3 clusters Score -739623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -739623.000000 Penalty: 4418.712402
	Iteration 71Q: 3 clusters Score -739623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -739623.500000 Penalty: 4418.712402
	Iteration 72Q: 3 clusters Score -739623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -739622.750000 Penalty: 4418.712402
	Iteration 73Q: 3 clusters Score -739622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -739622.937500 Penalty: 4418.712402
	Iteration 74Q: 3 clusters Score -739622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -739622.937500 Penalty: 4418.712402
	Iteration 75F: 3 clusters Score -739622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -378040.156250 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -378040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -374321.812500 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -374321.8 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -375557.687500 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -375557.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -375935.000000 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -375935 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -376200.468750 Penalty: 4081.969482
	Iteration 3F: 3 clusters Score -376200.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -376343.843750 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -376343.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -376458.937500 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -376458.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -376542.500000 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -376542.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -376611.625000 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -376611.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -376651.906250 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -376651.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -376683.812500 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -376683.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -376710.312500 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -376710.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -376739.062500 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -376739.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -376758.593750 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -376758.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -376783.250000 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -376783.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -376802.406250 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -376802.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -376822.843750 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -376822.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -376840.781250 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -376840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -376855.468750 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -376855.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -376866.468750 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -376866.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -376874.968750 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -376875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -376887.031250 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -376887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376903.750000 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -376903.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -376918.968750 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -376919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -376932.625000 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -376932.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -376944.718750 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -376944.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -376950.375000 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -376950.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376956.687500 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -376956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -376960.593750 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -376960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376965.906250 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -376965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -376972.187500 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -376972.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -376978.406250 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -376978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -376981.656250 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -376981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -376981.656250 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -376981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376981.812500 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -376981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376981.812500 Penalty: 4081.969482
	Iteration 34F: 3 clusters Score -376981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (8578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Entering Unmasked Estep 
Score: -782990.312500 Penalty: 2246.125244
	Iteration 0F: 2 clusters Score -782990.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -776263.000000 Penalty: 4492.250488
	Iteration 0F: 3 clusters Score -776263 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -778440.437500 Penalty: 4492.250488
	Iteration 1F: 3 clusters Score -778440.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -778908.187500 Penalty: 4492.250488
	Iteration 2F: 3 clusters Score -778908.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -779264.687500 Penalty: 4492.250488
	Iteration 3F: 3 clusters Score -779264.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -779503.812500 Penalty: 4492.250488
	Iteration 4F: 3 clusters Score -779503.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -779664.812500 Penalty: 4492.250488
	Iteration 5Q: 3 clusters Score -779664.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -779817.125000 Penalty: 4492.250488
	Iteration 6Q: 3 clusters Score -779817.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -779932.000000 Penalty: 4492.250488
	Iteration 7Q: 3 clusters Score -779932 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -780035.625000 Penalty: 4492.250488
	Iteration 8Q: 3 clusters Score -780035.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -780135.812500 Penalty: 4492.250488
	Iteration 9Q: 3 clusters Score -780135.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -780235.625000 Penalty: 4492.250488
	Iteration 10Q: 3 clusters Score -780235.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -780335.625000 Penalty: 4492.250488
	Iteration 11Q: 3 clusters Score -780335.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -780458.125000 Penalty: 4492.250488
	Iteration 12Q: 3 clusters Score -780458.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -780577.250000 Penalty: 4492.250488
	Iteration 13Q: 3 clusters Score -780577.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -780712.687500 Penalty: 4492.250488
	Iteration 14Q: 3 clusters Score -780712.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -780850.437500 Penalty: 4492.250488
	Iteration 15Q: 3 clusters Score -780850.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -780965.500000 Penalty: 4492.250488
	Iteration 16Q: 3 clusters Score -780965.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -781050.250000 Penalty: 4492.250488
	Iteration 17Q: 3 clusters Score -781050.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -781139.875000 Penalty: 4492.250488
	Iteration 18Q: 3 clusters Score -781139.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -781227.687500 Penalty: 4492.250488
	Iteration 19Q: 3 clusters Score -781227.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -781289.000000 Penalty: 4492.250488
	Iteration 20F: 3 clusters Score -781289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -781331.500000 Penalty: 4492.250488
	Iteration 21Q: 3 clusters Score -781331.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -781377.562500 Penalty: 4492.250488
	Iteration 22Q: 3 clusters Score -781377.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -781409.375000 Penalty: 4492.250488
	Iteration 23Q: 3 clusters Score -781409.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -781436.625000 Penalty: 4492.250488
	Iteration 24Q: 3 clusters Score -781436.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -781454.687500 Penalty: 4492.250488
	Iteration 25Q: 3 clusters Score -781454.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -781471.875000 Penalty: 4492.250488
	Iteration 26Q: 3 clusters Score -781471.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -781489.937500 Penalty: 4492.250488
	Iteration 27Q: 3 clusters Score -781489.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -781519.687500 Penalty: 4492.250488
	Iteration 28Q: 3 clusters Score -781519.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -781537.375000 Penalty: 4492.250488
	Iteration 29Q: 3 clusters Score -781537.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -781550.375000 Penalty: 4492.250488
	Iteration 30Q: 3 clusters Score -781550.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -781562.187500 Penalty: 4492.250488
	Iteration 31Q: 3 clusters Score -781562.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -781567.937500 Penalty: 4492.250488
	Iteration 32Q: 3 clusters Score -781567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -781571.375000 Penalty: 4492.250488
	Iteration 33Q: 3 clusters Score -781571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -781579.750000 Penalty: 4492.250488
	Iteration 34Q: 3 clusters Score -781579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -781590.562500 Penalty: 4492.250488
	Iteration 35Q: 3 clusters Score -781590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -781597.000000 Penalty: 4492.250488
	Iteration 36Q: 3 clusters Score -781597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -781602.062500 Penalty: 4492.250488
	Iteration 37Q: 3 clusters Score -781602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -781606.125000 Penalty: 4492.250488
	Iteration 38Q: 3 clusters Score -781606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -781607.250000 Penalty: 4492.250488
	Iteration 39Q: 3 clusters Score -781607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -781608.625000 Penalty: 4492.250488
	Iteration 40F: 3 clusters Score -781608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -781609.312500 Penalty: 4492.250488
	Iteration 41Q: 3 clusters Score -781609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -781609.375000 Penalty: 4492.250488
	Iteration 42Q: 3 clusters Score -781609.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -781609.375000 Penalty: 4492.250488
	Iteration 43F: 3 clusters Score -781609.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -528512.000000 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -528512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -524048.812500 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -524048.8 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -525196.750000 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -525196.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -525420.062500 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -525420.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -525559.437500 Penalty: 4218.138184
	Iteration 3F: 3 clusters Score -525559.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -525682.062500 Penalty: 4218.138184
	Iteration 4Q: 3 clusters Score -525682.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525805.812500 Penalty: 4218.138184
	Iteration 5Q: 3 clusters Score -525805.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -525966.062500 Penalty: 4218.138184
	Iteration 6Q: 3 clusters Score -525966.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -526173.437500 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -526173.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -526446.500000 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -526446.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -526738.187500 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -526738.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -527024.125000 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -527024.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -527235.250000 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -527235.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -527394.000000 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -527394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -527501.437500 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -527501.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -527589.500000 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -527589.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -527646.500000 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -527646.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -527691.437500 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -527691.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -527731.125000 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -527731.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -527752.000000 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -527752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -527771.000000 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -527771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -527780.687500 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -527780.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -527789.875000 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -527789.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -527796.062500 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -527796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -527804.500000 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -527804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -527809.312500 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -527809.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -527813.062500 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -527813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -527815.812500 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -527815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -527823.312500 Penalty: 4218.138184
	Iteration 27Q: 3 clusters Score -527823.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -527832.062500 Penalty: 4218.138184
	Iteration 28Q: 3 clusters Score -527832.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -527841.750000 Penalty: 4218.138184
	Iteration 29Q: 3 clusters Score -527841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -527851.812500 Penalty: 4218.138184
	Iteration 30Q: 3 clusters Score -527851.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -527857.625000 Penalty: 4218.138184
	Iteration 31Q: 3 clusters Score -527857.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -527863.187500 Penalty: 4218.138184
	Iteration 32Q: 3 clusters Score -527863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -527870.875000 Penalty: 4218.138184
	Iteration 33Q: 3 clusters Score -527870.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -527878.500000 Penalty: 4218.138184
	Iteration 34Q: 3 clusters Score -527878.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -527888.375000 Penalty: 4218.138184
	Iteration 35Q: 3 clusters Score -527888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -527892.125000 Penalty: 4218.138184
	Iteration 36Q: 3 clusters Score -527892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -527894.125000 Penalty: 4218.138184
	Iteration 37Q: 3 clusters Score -527894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -527896.437500 Penalty: 4218.138184
	Iteration 38Q: 3 clusters Score -527896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -527897.500000 Penalty: 4218.138184
	Iteration 39Q: 3 clusters Score -527897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -527900.750000 Penalty: 4218.138184
	Iteration 40F: 3 clusters Score -527900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -527902.687500 Penalty: 4218.138184
	Iteration 41Q: 3 clusters Score -527902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -527907.500000 Penalty: 4218.138184
	Iteration 42Q: 3 clusters Score -527907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -527913.625000 Penalty: 4218.138184
	Iteration 43Q: 3 clusters Score -527913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -527915.687500 Penalty: 4218.138184
	Iteration 44Q: 3 clusters Score -527915.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -527918.375000 Penalty: 4218.138184
	Iteration 45Q: 3 clusters Score -527918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -527919.687500 Penalty: 4218.138184
	Iteration 46Q: 3 clusters Score -527919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -527920.500000 Penalty: 4218.138184
	Iteration 47Q: 3 clusters Score -527920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -527920.187500 Penalty: 4218.138184
	Iteration 48Q: 3 clusters Score -527920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -527921.125000 Penalty: 4218.138184
	Iteration 49Q: 3 clusters Score -527921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -527921.125000 Penalty: 4218.138184
	Iteration 50F: 3 clusters Score -527921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -488881.500000 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -488881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -484702.750000 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -484702.8 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -485702.000000 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -485702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -486072.000000 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -486072 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -486501.687500 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -486501.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -487075.437500 Penalty: 4172.819824
	Iteration 4F: 3 clusters Score -487075.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -487632.625000 Penalty: 4172.819824
	Iteration 5F: 3 clusters Score -487632.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -488041.625000 Penalty: 4172.819824
	Iteration 6F: 3 clusters Score -488041.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -488260.281250 Penalty: 4172.819824
	Iteration 7F: 3 clusters Score -488260.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -488365.812500 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -488365.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -488424.437500 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -488424.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -488461.187500 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -488461.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488489.281250 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -488489.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -488508.406250 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -488508.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -488523.625000 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -488523.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -488532.625000 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -488532.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -488539.406250 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -488539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -488544.093750 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -488544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -488544.812500 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -488544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -488546.218750 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -488546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -488546.937500 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -488546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -488547.156250 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -488547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -1191467.000000 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -1191467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1183509.250000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -1183509 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1185888.625000 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -1185889 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1186154.750000 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -1186155 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1186341.500000 Penalty: 4583.471191
	Iteration 3Q: 3 clusters Score -1186342 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1186494.625000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -1186495 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1186625.125000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -1186625 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1186780.625000 Penalty: 4583.471191
	Iteration 6Q: 3 clusters Score -1186781 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1186971.000000 Penalty: 4583.471191
	Iteration 7Q: 3 clusters Score -1186971 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1187175.000000 Penalty: 4583.471191
	Iteration 8Q: 3 clusters Score -1187175 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1187385.250000 Penalty: 4583.471191
	Iteration 9Q: 3 clusters Score -1187385 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1187588.875000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -1187589 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1187764.625000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -1187765 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1187920.375000 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -1187920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1188034.000000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -1188034 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1188119.750000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -1188120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1188193.750000 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -1188194 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1188265.750000 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -1188266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1188332.750000 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -1188333 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1188403.250000 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -1188403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1188484.250000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -1188484 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1188541.375000 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -1188541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1188602.000000 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -1188602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1188665.000000 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -1188665 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1188732.875000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -1188733 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1188789.125000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -1188789 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1188852.750000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -1188853 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1188917.750000 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -1188918 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1188973.250000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -1188973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1189018.375000 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -1189018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1189064.000000 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -1189064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1189098.375000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -1189098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1189139.625000 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -1189140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1189170.750000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -1189171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1189213.000000 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -1189213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1189244.625000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -1189245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1189278.625000 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -1189279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1189303.875000 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -1189304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1189324.375000 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -1189324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1189338.875000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -1189339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1189349.750000 Penalty: 4583.471191
	Iteration 39Q: 3 clusters Score -1189350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1189365.250000 Penalty: 4583.471191
	Iteration 40F: 3 clusters Score -1189365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1189376.750000 Penalty: 4583.471191
	Iteration 41Q: 3 clusters Score -1189377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1189388.375000 Penalty: 4583.471191
	Iteration 42Q: 3 clusters Score -1189388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1189401.125000 Penalty: 4583.471191
	Iteration 43Q: 3 clusters Score -1189401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1189416.250000 Penalty: 4583.471191
	Iteration 44Q: 3 clusters Score -1189416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1189427.750000 Penalty: 4583.471191
	Iteration 45Q: 3 clusters Score -1189428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1189437.250000 Penalty: 4583.471191
	Iteration 46Q: 3 clusters Score -1189437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1189452.250000 Penalty: 4583.471191
	Iteration 47Q: 3 clusters Score -1189452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1189457.250000 Penalty: 4583.471191
	Iteration 48Q: 3 clusters Score -1189457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1189460.625000 Penalty: 4583.471191
	Iteration 49Q: 3 clusters Score -1189461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1189461.000000 Penalty: 4583.471191
	Iteration 50Q: 3 clusters Score -1189461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1189462.000000 Penalty: 4583.471191
	Iteration 51Q: 3 clusters Score -1189462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1189462.000000 Penalty: 4583.471191
	Iteration 52F: 3 clusters Score -1189462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -644342.000000 Penalty: 2137.921631
	Iteration 0F: 2 clusters Score -644342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -639510.937500 Penalty: 4275.843262
	Iteration 0F: 3 clusters Score -639510.9 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -640659.375000 Penalty: 4275.843262
	Iteration 1F: 3 clusters Score -640659.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -640876.125000 Penalty: 4275.843262
	Iteration 2F: 3 clusters Score -640876.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -640994.437500 Penalty: 4275.843262
	Iteration 3Q: 3 clusters Score -640994.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -641069.375000 Penalty: 4275.843262
	Iteration 4Q: 3 clusters Score -641069.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -641126.625000 Penalty: 4275.843262
	Iteration 5Q: 3 clusters Score -641126.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -641167.250000 Penalty: 4275.843262
	Iteration 6Q: 3 clusters Score -641167.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -641209.500000 Penalty: 4275.843262
	Iteration 7Q: 3 clusters Score -641209.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -641241.812500 Penalty: 4275.843262
	Iteration 8Q: 3 clusters Score -641241.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -641280.625000 Penalty: 4275.843262
	Iteration 9Q: 3 clusters Score -641280.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -641315.312500 Penalty: 4275.843262
	Iteration 10Q: 3 clusters Score -641315.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -641349.437500 Penalty: 4275.843262
	Iteration 11Q: 3 clusters Score -641349.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -641384.250000 Penalty: 4275.843262
	Iteration 12Q: 3 clusters Score -641384.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -641429.125000 Penalty: 4275.843262
	Iteration 13Q: 3 clusters Score -641429.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -641470.312500 Penalty: 4275.843262
	Iteration 14Q: 3 clusters Score -641470.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -641519.250000 Penalty: 4275.843262
	Iteration 15Q: 3 clusters Score -641519.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -641572.750000 Penalty: 4275.843262
	Iteration 16Q: 3 clusters Score -641572.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -641620.437500 Penalty: 4275.843262
	Iteration 17Q: 3 clusters Score -641620.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -641665.125000 Penalty: 4275.843262
	Iteration 18Q: 3 clusters Score -641665.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -641714.437500 Penalty: 4275.843262
	Iteration 19Q: 3 clusters Score -641714.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -641765.125000 Penalty: 4275.843262
	Iteration 20F: 3 clusters Score -641765.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -641801.812500 Penalty: 4275.843262
	Iteration 21Q: 3 clusters Score -641801.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -641841.000000 Penalty: 4275.843262
	Iteration 22Q: 3 clusters Score -641841 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -641877.625000 Penalty: 4275.843262
	Iteration 23Q: 3 clusters Score -641877.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -641918.000000 Penalty: 4275.843262
	Iteration 24Q: 3 clusters Score -641918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -641962.500000 Penalty: 4275.843262
	Iteration 25Q: 3 clusters Score -641962.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -642006.375000 Penalty: 4275.843262
	Iteration 26Q: 3 clusters Score -642006.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -642037.937500 Penalty: 4275.843262
	Iteration 27Q: 3 clusters Score -642037.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -642071.687500 Penalty: 4275.843262
	Iteration 28Q: 3 clusters Score -642071.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -642113.000000 Penalty: 4275.843262
	Iteration 29Q: 3 clusters Score -642113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -642151.562500 Penalty: 4275.843262
	Iteration 30Q: 3 clusters Score -642151.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -642183.812500 Penalty: 4275.843262
	Iteration 31Q: 3 clusters Score -642183.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -642223.062500 Penalty: 4275.843262
	Iteration 32Q: 3 clusters Score -642223.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -642250.062500 Penalty: 4275.843262
	Iteration 33Q: 3 clusters Score -642250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -642268.562500 Penalty: 4275.843262
	Iteration 34Q: 3 clusters Score -642268.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -642279.812500 Penalty: 4275.843262
	Iteration 35Q: 3 clusters Score -642279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -642299.625000 Penalty: 4275.843262
	Iteration 36Q: 3 clusters Score -642299.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -642311.937500 Penalty: 4275.843262
	Iteration 37Q: 3 clusters Score -642311.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -642320.625000 Penalty: 4275.843262
	Iteration 38Q: 3 clusters Score -642320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -642327.750000 Penalty: 4275.843262
	Iteration 39Q: 3 clusters Score -642327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -642339.375000 Penalty: 4275.843262
	Iteration 40F: 3 clusters Score -642339.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -642350.062500 Penalty: 4275.843262
	Iteration 41Q: 3 clusters Score -642350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -642361.375000 Penalty: 4275.843262
	Iteration 42Q: 3 clusters Score -642361.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -642370.500000 Penalty: 4275.843262
	Iteration 43Q: 3 clusters Score -642370.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -642379.875000 Penalty: 4275.843262
	Iteration 44Q: 3 clusters Score -642379.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -642392.937500 Penalty: 4275.843262
	Iteration 45Q: 3 clusters Score -642392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -642404.000000 Penalty: 4275.843262
	Iteration 46Q: 3 clusters Score -642404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -642413.750000 Penalty: 4275.843262
	Iteration 47Q: 3 clusters Score -642413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -642419.875000 Penalty: 4275.843262
	Iteration 48Q: 3 clusters Score -642419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -642422.312500 Penalty: 4275.843262
	Iteration 49Q: 3 clusters Score -642422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -642423.562500 Penalty: 4275.843262
	Iteration 50Q: 3 clusters Score -642423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -642427.937500 Penalty: 4275.843262
	Iteration 51Q: 3 clusters Score -642427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -642427.750000 Penalty: 4275.843262
	Iteration 52Q: 3 clusters Score -642427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -642429.187500 Penalty: 4275.843262
	Iteration 53Q: 3 clusters Score -642429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -642429.375000 Penalty: 4275.843262
	Iteration 54Q: 3 clusters Score -642429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -642431.437500 Penalty: 4275.843262
	Iteration 55Q: 3 clusters Score -642431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -642432.562500 Penalty: 4275.843262
	Iteration 56Q: 3 clusters Score -642432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -642433.625000 Penalty: 4275.843262
	Iteration 57Q: 3 clusters Score -642433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -642433.687500 Penalty: 4275.843262
	Iteration 58Q: 3 clusters Score -642433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -642435.500000 Penalty: 4275.843262
	Iteration 59Q: 3 clusters Score -642435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -642437.625000 Penalty: 4275.843262
	Iteration 60F: 3 clusters Score -642437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -642438.875000 Penalty: 4275.843262
	Iteration 61Q: 3 clusters Score -642438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -642438.875000 Penalty: 4275.843262
	Iteration 62F: 3 clusters Score -642438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -213240.843750 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -213240.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210690.265625 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -210690.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211155.234375 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -211155.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -211282.781250 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -211282.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211342.578125 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -211342.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211373.921875 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -211373.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -211389.859375 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -211389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211404.968750 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -211405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211419.156250 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -211419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -211427.078125 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -211427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -211430.375000 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -211430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211434.765625 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -211434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211442.953125 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -211443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -211452.750000 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -211452.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -211474.015625 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -211474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211497.781250 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -211497.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -211517.484375 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -211517.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -211531.421875 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -211531.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -211548.968750 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -211549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -211566.343750 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -211566.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -211581.171875 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -211581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -211596.187500 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -211596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -211611.000000 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -211611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211623.484375 Penalty: 3747.728760
	Iteration 22Q: 3 clusters Score -211623.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -211633.625000 Penalty: 3747.728760
	Iteration 23Q: 3 clusters Score -211633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -211638.562500 Penalty: 3747.728760
	Iteration 24Q: 3 clusters Score -211638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211642.843750 Penalty: 3747.728760
	Iteration 25Q: 3 clusters Score -211642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211646.093750 Penalty: 3747.728760
	Iteration 26Q: 3 clusters Score -211646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -211647.093750 Penalty: 3747.728760
	Iteration 27Q: 3 clusters Score -211647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -211647.093750 Penalty: 3747.728760
	Iteration 28F: 3 clusters Score -211647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -286835.062500 Penalty: 1956.864502
	Iteration 0F: 2 clusters Score -286835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283782.062500 Penalty: 3913.729004
	Iteration 0F: 3 clusters Score -283782.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -284470.343750 Penalty: 3913.729004
	Iteration 1F: 3 clusters Score -284470.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -284693.000000 Penalty: 3913.729004
	Iteration 2F: 3 clusters Score -284693 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -284847.593750 Penalty: 3913.729004
	Iteration 3F: 3 clusters Score -284847.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -284976.406250 Penalty: 3913.729004
	Iteration 4Q: 3 clusters Score -284976.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -285082.062500 Penalty: 3913.729004
	Iteration 5Q: 3 clusters Score -285082.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -285201.343750 Penalty: 3913.729004
	Iteration 6Q: 3 clusters Score -285201.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -285350.062500 Penalty: 3913.729004
	Iteration 7Q: 3 clusters Score -285350.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -285556.812500 Penalty: 3913.729004
	Iteration 8F: 3 clusters Score -285556.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -285746.875000 Penalty: 3913.729004
	Iteration 9Q: 3 clusters Score -285746.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -285876.812500 Penalty: 3913.729004
	Iteration 10Q: 3 clusters Score -285876.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -285970.406250 Penalty: 3913.729004
	Iteration 11Q: 3 clusters Score -285970.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -286051.531250 Penalty: 3913.729004
	Iteration 12Q: 3 clusters Score -286051.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -286099.531250 Penalty: 3913.729004
	Iteration 13Q: 3 clusters Score -286099.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -286118.968750 Penalty: 3913.729004
	Iteration 14Q: 3 clusters Score -286119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -286134.500000 Penalty: 3913.729004
	Iteration 15Q: 3 clusters Score -286134.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -286144.906250 Penalty: 3913.729004
	Iteration 16Q: 3 clusters Score -286144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -286150.875000 Penalty: 3913.729004
	Iteration 17Q: 3 clusters Score -286150.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -286155.875000 Penalty: 3913.729004
	Iteration 18Q: 3 clusters Score -286155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -286162.750000 Penalty: 3913.729004
	Iteration 19Q: 3 clusters Score -286162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -286167.156250 Penalty: 3913.729004
	Iteration 20F: 3 clusters Score -286167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -286171.218750 Penalty: 3913.729004
	Iteration 21Q: 3 clusters Score -286171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -286171.750000 Penalty: 3913.729004
	Iteration 22Q: 3 clusters Score -286171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -286173.531250 Penalty: 3913.729004
	Iteration 23Q: 3 clusters Score -286173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -286174.343750 Penalty: 3913.729004
	Iteration 24Q: 3 clusters Score -286174.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -286174.343750 Penalty: 3913.729004
	Iteration 25F: 3 clusters Score -286174.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -259116.171875 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -259116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -256245.000000 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -256245 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -256779.234375 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -256779.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -256947.593750 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -256947.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257058.468750 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -257058.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -257154.093750 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -257154.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257218.578125 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -257218.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -257265.609375 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -257265.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -257303.953125 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -257304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -257333.375000 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -257333.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -257366.546875 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -257366.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -257403.078125 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -257403.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -257440.687500 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -257440.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -257472.125000 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -257472.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -257494.312500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -257494.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -257508.218750 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -257508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -257517.281250 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -257517.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -257523.000000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -257523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -257528.078125 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -257528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -257530.703125 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -257530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -257533.406250 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -257533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -257535.406250 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -257535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -257535.781250 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -257535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -257536.140625 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -257536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -257536.750000 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -257536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -257536.750000 Penalty: 3841.736084
	Iteration 24F: 3 clusters Score -257536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (7356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Entering Unmasked Estep 
Score: -800339.562500 Penalty: 2208.011475
	Iteration 0F: 2 clusters Score -800339.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -794355.500000 Penalty: 4416.022949
	Iteration 0F: 3 clusters Score -794355.5 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -796114.375000 Penalty: 4416.022949
	Iteration 1F: 3 clusters Score -796114.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -796600.500000 Penalty: 4416.022949
	Iteration 2F: 3 clusters Score -796600.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -797031.750000 Penalty: 4416.022949
	Iteration 3F: 3 clusters Score -797031.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -797477.687500 Penalty: 4416.022949
	Iteration 4F: 3 clusters Score -797477.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -797965.500000 Penalty: 4416.022949
	Iteration 5F: 3 clusters Score -797965.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -798347.437500 Penalty: 4416.022949
	Iteration 6F: 3 clusters Score -798347.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -798644.937500 Penalty: 4416.022949
	Iteration 7Q: 3 clusters Score -798644.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -798799.812500 Penalty: 4416.022949
	Iteration 8Q: 3 clusters Score -798799.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -798902.750000 Penalty: 4416.022949
	Iteration 9Q: 3 clusters Score -798902.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -798973.187500 Penalty: 4416.022949
	Iteration 10Q: 3 clusters Score -798973.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -799013.687500 Penalty: 4416.022949
	Iteration 11Q: 3 clusters Score -799013.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -799043.812500 Penalty: 4416.022949
	Iteration 12Q: 3 clusters Score -799043.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -799068.562500 Penalty: 4416.022949
	Iteration 13Q: 3 clusters Score -799068.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -799088.437500 Penalty: 4416.022949
	Iteration 14Q: 3 clusters Score -799088.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -799106.062500 Penalty: 4416.022949
	Iteration 15Q: 3 clusters Score -799106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -799116.500000 Penalty: 4416.022949
	Iteration 16Q: 3 clusters Score -799116.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -799128.062500 Penalty: 4416.022949
	Iteration 17Q: 3 clusters Score -799128.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -799144.687500 Penalty: 4416.022949
	Iteration 18Q: 3 clusters Score -799144.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -799154.562500 Penalty: 4416.022949
	Iteration 19Q: 3 clusters Score -799154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -799163.187500 Penalty: 4416.022949
	Iteration 20F: 3 clusters Score -799163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -799174.250000 Penalty: 4416.022949
	Iteration 21Q: 3 clusters Score -799174.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -799181.750000 Penalty: 4416.022949
	Iteration 22Q: 3 clusters Score -799181.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -799190.062500 Penalty: 4416.022949
	Iteration 23Q: 3 clusters Score -799190.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -799197.312500 Penalty: 4416.022949
	Iteration 24Q: 3 clusters Score -799197.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -799202.375000 Penalty: 4416.022949
	Iteration 25Q: 3 clusters Score -799202.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -799209.000000 Penalty: 4416.022949
	Iteration 26Q: 3 clusters Score -799209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -799218.750000 Penalty: 4416.022949
	Iteration 27Q: 3 clusters Score -799218.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -799226.812500 Penalty: 4416.022949
	Iteration 28Q: 3 clusters Score -799226.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -799232.000000 Penalty: 4416.022949
	Iteration 29Q: 3 clusters Score -799232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -799234.562500 Penalty: 4416.022949
	Iteration 30Q: 3 clusters Score -799234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -799239.312500 Penalty: 4416.022949
	Iteration 31Q: 3 clusters Score -799239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -799240.250000 Penalty: 4416.022949
	Iteration 32Q: 3 clusters Score -799240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -799244.375000 Penalty: 4416.022949
	Iteration 33Q: 3 clusters Score -799244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -799246.500000 Penalty: 4416.022949
	Iteration 34Q: 3 clusters Score -799246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -799248.437500 Penalty: 4416.022949
	Iteration 35Q: 3 clusters Score -799248.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -799257.500000 Penalty: 4416.022949
	Iteration 36Q: 3 clusters Score -799257.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -799256.875000 Penalty: 4416.022949
	Iteration 37Q: 3 clusters Score -799256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -799262.875000 Penalty: 4416.022949
	Iteration 38Q: 3 clusters Score -799262.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -799266.625000 Penalty: 4416.022949
	Iteration 39Q: 3 clusters Score -799266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -799268.625000 Penalty: 4416.022949
	Iteration 40F: 3 clusters Score -799268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -799270.875000 Penalty: 4416.022949
	Iteration 41Q: 3 clusters Score -799270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -799271.750000 Penalty: 4416.022949
	Iteration 42Q: 3 clusters Score -799271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -799272.125000 Penalty: 4416.022949
	Iteration 43Q: 3 clusters Score -799272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -799271.875000 Penalty: 4416.022949
	Iteration 44Q: 3 clusters Score -799271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -799272.375000 Penalty: 4416.022949
	Iteration 45Q: 3 clusters Score -799272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -799271.250000 Penalty: 4416.022949
	Iteration 46Q: 3 clusters Score -799271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -799271.000000 Penalty: 4416.022949
	Iteration 47Q: 3 clusters Score -799271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -799271.000000 Penalty: 4416.022949
	Iteration 48F: 3 clusters Score -799271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -181327.500000 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -181327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178918.343750 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -178918.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179351.953125 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -179352 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179493.921875 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -179493.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -179586.609375 Penalty: 3702.396973
	Iteration 3Q: 3 clusters Score -179586.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179635.656250 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -179635.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -179662.500000 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -179662.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179680.609375 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -179680.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -179696.406250 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -179696.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179712.906250 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -179712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179730.515625 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -179730.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179747.296875 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -179747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179759.937500 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -179759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179769.468750 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -179769.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -179780.437500 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -179780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -179786.796875 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -179786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -179800.593750 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -179800.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -179833.437500 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -179833.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179868.890625 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -179868.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179891.343750 Penalty: 3702.396973
	Iteration 18Q: 3 clusters Score -179891.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -179916.796875 Penalty: 3702.396973
	Iteration 19Q: 3 clusters Score -179916.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -179947.859375 Penalty: 3702.396973
	Iteration 20F: 3 clusters Score -179947.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -179978.000000 Penalty: 3702.396973
	Iteration 21Q: 3 clusters Score -179978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180010.609375 Penalty: 3702.396973
	Iteration 22Q: 3 clusters Score -180010.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -180049.375000 Penalty: 3702.396973
	Iteration 23Q: 3 clusters Score -180049.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180083.109375 Penalty: 3702.396973
	Iteration 24Q: 3 clusters Score -180083.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -180109.125000 Penalty: 3702.396973
	Iteration 25Q: 3 clusters Score -180109.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180145.109375 Penalty: 3702.396973
	Iteration 26Q: 3 clusters Score -180145.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180200.156250 Penalty: 3702.396973
	Iteration 27Q: 3 clusters Score -180200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180222.531250 Penalty: 3702.396973
	Iteration 28Q: 3 clusters Score -180222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180233.656250 Penalty: 3702.396973
	Iteration 29Q: 3 clusters Score -180233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180246.281250 Penalty: 3702.396973
	Iteration 30Q: 3 clusters Score -180246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180255.734375 Penalty: 3702.396973
	Iteration 31Q: 3 clusters Score -180255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180262.656250 Penalty: 3702.396973
	Iteration 32Q: 3 clusters Score -180262.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180272.671875 Penalty: 3702.396973
	Iteration 33Q: 3 clusters Score -180272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180281.250000 Penalty: 3702.396973
	Iteration 34Q: 3 clusters Score -180281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180291.109375 Penalty: 3702.396973
	Iteration 35Q: 3 clusters Score -180291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180298.640625 Penalty: 3702.396973
	Iteration 36Q: 3 clusters Score -180298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180305.859375 Penalty: 3702.396973
	Iteration 37Q: 3 clusters Score -180305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180311.140625 Penalty: 3702.396973
	Iteration 38Q: 3 clusters Score -180311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180314.015625 Penalty: 3702.396973
	Iteration 39Q: 3 clusters Score -180314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180316.343750 Penalty: 3702.396973
	Iteration 40F: 3 clusters Score -180316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180317.187500 Penalty: 3702.396973
	Iteration 41Q: 3 clusters Score -180317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180317.718750 Penalty: 3702.396973
	Iteration 42Q: 3 clusters Score -180317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180318.796875 Penalty: 3702.396973
	Iteration 43Q: 3 clusters Score -180318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180320.765625 Penalty: 3702.396973
	Iteration 44Q: 3 clusters Score -180320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180321.203125 Penalty: 3702.396973
	Iteration 45Q: 3 clusters Score -180321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180321.203125 Penalty: 3702.396973
	Iteration 46F: 3 clusters Score -180321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -229776.765625 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -229776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -227063.421875 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -227063.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -227672.750000 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -227672.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227942.984375 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -227943 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -228171.359375 Penalty: 3805.226074
	Iteration 3F: 3 clusters Score -228171.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -228402.875000 Penalty: 3805.226074
	Iteration 4F: 3 clusters Score -228402.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -228583.453125 Penalty: 3805.226074
	Iteration 5F: 3 clusters Score -228583.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -228695.656250 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -228695.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -228777.421875 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -228777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -228808.562500 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -228808.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -228832.078125 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -228832.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228844.875000 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -228844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228856.781250 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -228856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228862.593750 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -228862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -228865.875000 Penalty: 3805.226074
	Iteration 13Q: 3 clusters Score -228865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -228870.546875 Penalty: 3805.226074
	Iteration 14Q: 3 clusters Score -228870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -228874.781250 Penalty: 3805.226074
	Iteration 15Q: 3 clusters Score -228874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -228880.953125 Penalty: 3805.226074
	Iteration 16Q: 3 clusters Score -228881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -228884.750000 Penalty: 3805.226074
	Iteration 17Q: 3 clusters Score -228884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -228888.390625 Penalty: 3805.226074
	Iteration 18Q: 3 clusters Score -228888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -228888.875000 Penalty: 3805.226074
	Iteration 19Q: 3 clusters Score -228888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -228889.062500 Penalty: 3805.226074
	Iteration 20F: 3 clusters Score -228889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -228890.390625 Penalty: 3805.226074
	Iteration 21Q: 3 clusters Score -228890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -228890.390625 Penalty: 3805.226074
	Iteration 22F: 3 clusters Score -228890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -656331.375000 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -656331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -651262.312500 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -651262.3 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -652649.875000 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -652649.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -652972.750000 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -652972.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -653219.750000 Penalty: 4306.286621
	Iteration 3F: 3 clusters Score -653219.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -653375.437500 Penalty: 4306.286621
	Iteration 4Q: 3 clusters Score -653375.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -653496.875000 Penalty: 4306.286621
	Iteration 5Q: 3 clusters Score -653496.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -653591.250000 Penalty: 4306.286621
	Iteration 6Q: 3 clusters Score -653591.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -653655.687500 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -653655.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -653704.937500 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -653704.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -653752.937500 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -653752.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -653807.062500 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -653807.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -653865.312500 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -653865.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -653935.250000 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -653935.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -654008.687500 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -654008.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -654073.312500 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -654073.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -654120.437500 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -654120.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -654153.625000 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -654153.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -654176.750000 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -654176.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -654199.062500 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -654199.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -654213.750000 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -654213.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -654235.937500 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -654235.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -654251.687500 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -654251.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -654265.250000 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -654265.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -654281.625000 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -654281.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -654297.375000 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -654297.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -654316.125000 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -654316.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -654335.562500 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -654335.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -654355.000000 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -654355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -654370.750000 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -654370.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -654380.625000 Penalty: 4306.286621
	Iteration 29Q: 3 clusters Score -654380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -654381.875000 Penalty: 4306.286621
	Iteration 30Q: 3 clusters Score -654381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -654385.312500 Penalty: 4306.286621
	Iteration 31Q: 3 clusters Score -654385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -654388.750000 Penalty: 4306.286621
	Iteration 32Q: 3 clusters Score -654388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -654390.000000 Penalty: 4306.286621
	Iteration 33Q: 3 clusters Score -654390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -654393.750000 Penalty: 4306.286621
	Iteration 34Q: 3 clusters Score -654393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -654395.062500 Penalty: 4306.286621
	Iteration 35Q: 3 clusters Score -654395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -654399.250000 Penalty: 4306.286621
	Iteration 36Q: 3 clusters Score -654399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -654399.687500 Penalty: 4306.286621
	Iteration 37Q: 3 clusters Score -654399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -654402.062500 Penalty: 4306.286621
	Iteration 38Q: 3 clusters Score -654402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -654404.375000 Penalty: 4306.286621
	Iteration 39Q: 3 clusters Score -654404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -654407.125000 Penalty: 4306.286621
	Iteration 40F: 3 clusters Score -654407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -654409.312500 Penalty: 4306.286621
	Iteration 41Q: 3 clusters Score -654409.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -654412.875000 Penalty: 4306.286621
	Iteration 42Q: 3 clusters Score -654412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -654413.750000 Penalty: 4306.286621
	Iteration 43Q: 3 clusters Score -654413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -654413.312500 Penalty: 4306.286621
	Iteration 44Q: 3 clusters Score -654413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -654415.750000 Penalty: 4306.286621
	Iteration 45Q: 3 clusters Score -654415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -654417.500000 Penalty: 4306.286621
	Iteration 46Q: 3 clusters Score -654417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -654416.812500 Penalty: 4306.286621
	Iteration 47Q: 3 clusters Score -654416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -654416.437500 Penalty: 4306.286621
	Iteration 48Q: 3 clusters Score -654416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -654416.437500 Penalty: 4306.286621
	Iteration 49F: 3 clusters Score -654416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -752781.062500 Penalty: 2184.475342
	Iteration 0F: 2 clusters Score -752781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -747161.562500 Penalty: 4368.950684
	Iteration 0F: 3 clusters Score -747161.6 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -748732.750000 Penalty: 4368.950684
	Iteration 1F: 3 clusters Score -748732.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -749040.687500 Penalty: 4368.950684
	Iteration 2F: 3 clusters Score -749040.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -749238.812500 Penalty: 4368.950684
	Iteration 3F: 3 clusters Score -749238.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -749398.562500 Penalty: 4368.950684
	Iteration 4Q: 3 clusters Score -749398.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -749544.750000 Penalty: 4368.950684
	Iteration 5Q: 3 clusters Score -749544.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -749667.125000 Penalty: 4368.950684
	Iteration 6Q: 3 clusters Score -749667.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -749790.125000 Penalty: 4368.950684
	Iteration 7Q: 3 clusters Score -749790.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -749916.812500 Penalty: 4368.950684
	Iteration 8Q: 3 clusters Score -749916.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -750040.000000 Penalty: 4368.950684
	Iteration 9Q: 3 clusters Score -750040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -750173.062500 Penalty: 4368.950684
	Iteration 10Q: 3 clusters Score -750173.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -750326.250000 Penalty: 4368.950684
	Iteration 11Q: 3 clusters Score -750326.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -750472.250000 Penalty: 4368.950684
	Iteration 12Q: 3 clusters Score -750472.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -750616.250000 Penalty: 4368.950684
	Iteration 13Q: 3 clusters Score -750616.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -750746.812500 Penalty: 4368.950684
	Iteration 14Q: 3 clusters Score -750746.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -750843.000000 Penalty: 4368.950684
	Iteration 15Q: 3 clusters Score -750843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -750906.062500 Penalty: 4368.950684
	Iteration 16Q: 3 clusters Score -750906.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -750953.062500 Penalty: 4368.950684
	Iteration 17Q: 3 clusters Score -750953.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -750992.187500 Penalty: 4368.950684
	Iteration 18Q: 3 clusters Score -750992.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -751026.062500 Penalty: 4368.950684
	Iteration 19Q: 3 clusters Score -751026.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -751059.375000 Penalty: 4368.950684
	Iteration 20F: 3 clusters Score -751059.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -751082.000000 Penalty: 4368.950684
	Iteration 21Q: 3 clusters Score -751082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -751103.000000 Penalty: 4368.950684
	Iteration 22Q: 3 clusters Score -751103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -751117.000000 Penalty: 4368.950684
	Iteration 23Q: 3 clusters Score -751117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -751131.937500 Penalty: 4368.950684
	Iteration 24Q: 3 clusters Score -751131.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -751141.187500 Penalty: 4368.950684
	Iteration 25Q: 3 clusters Score -751141.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -751149.500000 Penalty: 4368.950684
	Iteration 26Q: 3 clusters Score -751149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -751152.875000 Penalty: 4368.950684
	Iteration 27Q: 3 clusters Score -751152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -751153.687500 Penalty: 4368.950684
	Iteration 28Q: 3 clusters Score -751153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -751154.437500 Penalty: 4368.950684
	Iteration 29Q: 3 clusters Score -751154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -751155.375000 Penalty: 4368.950684
	Iteration 30Q: 3 clusters Score -751155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -751156.437500 Penalty: 4368.950684
	Iteration 31Q: 3 clusters Score -751156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -751156.437500 Penalty: 4368.950684
	Iteration 32F: 3 clusters Score -751156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16998 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4949 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57614 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33792 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140234 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24656 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168709 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19450 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6338 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2526 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33803 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8128 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5457 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29805 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3096 members 
Mstep: Class 72 contains 5621 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13684 members 
Mstep: Class 75 contains 11876 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6089 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22315 members 
Mstep: Class 83 contains 4070 members 
Mstep: Class 84 contains 7210 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8276 members 
Mstep: Class 88 contains 7681 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8578 members 
Mstep: Class 94 contains 4936 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2147 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288688.000000 Penalty: 377274.406250
Iteration 279Q: 106 clusters Score -2.122887e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4926 members 
Mstep: Class 8 contains 50998 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 57612 members 
Mstep: Class 16 contains 51635 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248086 members 
Mstep: Class 20 contains 33793 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140236 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24657 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11347 members 
Mstep: Class 28 contains 11386 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168718 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17592 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6357 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51162 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2524 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33798 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8127 members 
Mstep: Class 55 contains 21437 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5456 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29807 members 
Mstep: Class 70 contains 13157 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5622 members 
Mstep: Class 73 contains 133278 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11875 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6083 members 
Mstep: Class 78 contains 15285 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22314 members 
Mstep: Class 83 contains 4069 members 
Mstep: Class 84 contains 7208 members 
Mstep: Class 85 contains 28272 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8277 members 
Mstep: Class 88 contains 7685 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4753 members 
Mstep: Class 91 contains 7398 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8587 members 
Mstep: Class 94 contains 4938 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288784.000000 Penalty: 377274.406250
Iteration 280F: 106 clusters Score -2.122888e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16997 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 8 contains 50995 members 
Mstep: Class 9 contains 18816 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 57612 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248085 members 
Mstep: Class 20 contains 33794 members 
Mstep: Class 21 contains 12621 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24658 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11347 members 
Mstep: Class 28 contains 11385 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168721 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 60667 members 
Mstep: Class 36 contains 17592 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6378 members 
Mstep: Class 42 contains 9399 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51163 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2523 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43328 members 
Mstep: Class 51 contains 33798 members 
Mstep: Class 52 contains 5304 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8132 members 
Mstep: Class 55 contains 21437 members 
Mstep: Class 56 contains 6437 members 
Mstep: Class 57 contains 5456 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3310 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29809 members 
Mstep: Class 70 contains 13158 members 
Mstep: Class 71 contains 3101 members 
Mstep: Class 72 contains 5624 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6077 members 
Mstep: Class 78 contains 15284 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22310 members 
Mstep: Class 83 contains 4069 members 
Mstep: Class 84 contains 7208 members 
Mstep: Class 85 contains 28272 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8279 members 
Mstep: Class 88 contains 7691 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7398 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8588 members 
Mstep: Class 94 contains 4940 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7358 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288816.000000 Penalty: 377274.406250
Iteration 281Q: 106 clusters Score -2.122888e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16996 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 50993 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 57612 members 
Mstep: Class 16 contains 51636 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248085 members 
Mstep: Class 20 contains 33794 members 
Mstep: Class 21 contains 12621 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 24665 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11349 members 
Mstep: Class 28 contains 11384 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168718 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60664 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6403 members 
Mstep: Class 42 contains 9399 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51164 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2520 members 
Mstep: Class 47 contains 2506 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43328 members 
Mstep: Class 51 contains 33795 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4638 members 
Mstep: Class 54 contains 8133 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5455 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1725 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3312 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29813 members 
Mstep: Class 70 contains 13159 members 
Mstep: Class 71 contains 3101 members 
Mstep: Class 72 contains 5626 members 
Mstep: Class 73 contains 133271 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6075 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22307 members 
Mstep: Class 83 contains 4071 members 
Mstep: Class 84 contains 7209 members 
Mstep: Class 85 contains 28273 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8284 members 
Mstep: Class 88 contains 7694 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7397 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8590 members 
Mstep: Class 94 contains 4941 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288976.000000 Penalty: 377274.406250
Iteration 282Q: 106 clusters Score -2.12289e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16995 members 
Mstep: Class 3 contains 107810 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4841 members 
Mstep: Class 8 contains 50990 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 57611 members 
Mstep: Class 16 contains 51637 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248089 members 
Mstep: Class 20 contains 33794 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 24682 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 11384 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168706 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 60661 members 
Mstep: Class 36 contains 17594 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6415 members 
Mstep: Class 42 contains 9399 members 
Mstep: Class 43 contains 10060 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2520 members 
Mstep: Class 47 contains 2507 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43327 members 
Mstep: Class 51 contains 33796 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4639 members 
Mstep: Class 54 contains 8130 members 
Mstep: Class 55 contains 21434 members 
Mstep: Class 56 contains 6437 members 
Mstep: Class 57 contains 5453 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3315 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29814 members 
Mstep: Class 70 contains 13159 members 
Mstep: Class 71 contains 3102 members 
Mstep: Class 72 contains 5627 members 
Mstep: Class 73 contains 133270 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11182 members 
Mstep: Class 77 contains 6070 members 
Mstep: Class 78 contains 15282 members 
Mstep: Class 79 contains 23862 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22306 members 
Mstep: Class 83 contains 4073 members 
Mstep: Class 84 contains 7208 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8283 members 
Mstep: Class 88 contains 7702 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7396 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8589 members 
Mstep: Class 94 contains 4942 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10310 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288992.000000 Penalty: 377274.406250
Iteration 283Q: 106 clusters Score -2.12289e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16993 members 
Mstep: Class 3 contains 107815 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4818 members 
Mstep: Class 8 contains 50988 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 57610 members 
Mstep: Class 16 contains 51637 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248088 members 
Mstep: Class 20 contains 33794 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 24682 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 11384 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168704 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4118 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6429 members 
Mstep: Class 42 contains 9400 members 
Mstep: Class 43 contains 10059 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2516 members 
Mstep: Class 47 contains 2508 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43328 members 
Mstep: Class 51 contains 33798 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4641 members 
Mstep: Class 54 contains 8130 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5450 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3318 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29817 members 
Mstep: Class 70 contains 13159 members 
Mstep: Class 71 contains 3101 members 
Mstep: Class 72 contains 5626 members 
Mstep: Class 73 contains 133269 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6064 members 
Mstep: Class 78 contains 15281 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22304 members 
Mstep: Class 83 contains 4078 members 
Mstep: Class 84 contains 7207 members 
Mstep: Class 85 contains 28274 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8283 members 
Mstep: Class 88 contains 7711 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7394 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8593 members 
Mstep: Class 94 contains 4942 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10311 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288880.000000 Penalty: 377274.406250
Iteration 284Q: 106 clusters Score -2.122889e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16992 members 
Mstep: Class 3 contains 107811 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 50986 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 57610 members 
Mstep: Class 16 contains 51638 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33795 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140236 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 24689 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 11382 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168699 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17598 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6445 members 
Mstep: Class 42 contains 9400 members 
Mstep: Class 43 contains 10059 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2512 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43326 members 
Mstep: Class 51 contains 33796 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4642 members 
Mstep: Class 54 contains 8130 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5449 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3320 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5885 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29819 members 
Mstep: Class 70 contains 13160 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6063 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22306 members 
Mstep: Class 83 contains 4080 members 
Mstep: Class 84 contains 7205 members 
Mstep: Class 85 contains 28275 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8284 members 
Mstep: Class 88 contains 7718 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4756 members 
Mstep: Class 91 contains 7389 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8595 members 
Mstep: Class 94 contains 4945 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5896 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288800.000000 Penalty: 377274.406250
Iteration 285Q: 106 clusters Score -2.122888e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16992 members 
Mstep: Class 3 contains 107808 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 50982 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 57609 members 
Mstep: Class 16 contains 51640 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248090 members 
Mstep: Class 20 contains 33797 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140239 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 24693 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 11381 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168702 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6456 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 10061 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2508 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33796 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4643 members 
Mstep: Class 54 contains 8130 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5447 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29822 members 
Mstep: Class 70 contains 13161 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6062 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22306 members 
Mstep: Class 83 contains 4082 members 
Mstep: Class 84 contains 7203 members 
Mstep: Class 85 contains 28272 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8285 members 
Mstep: Class 88 contains 7720 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4757 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8598 members 
Mstep: Class 94 contains 4946 members 
Mstep: Class 95 contains 4502 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7361 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2148 members 
Mstep: Class 104 contains 5897 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288880.000000 Penalty: 377274.406250
Iteration 286Q: 106 clusters Score -2.122889e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16992 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 50975 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 15 contains 57608 members 
Mstep: Class 16 contains 51642 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248090 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24686 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 11382 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168697 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60661 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6469 members 
Mstep: Class 42 contains 9399 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2504 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33795 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4644 members 
Mstep: Class 54 contains 8130 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5446 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29829 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3099 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6062 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22303 members 
Mstep: Class 83 contains 4088 members 
Mstep: Class 84 contains 7198 members 
Mstep: Class 85 contains 28273 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8287 members 
Mstep: Class 88 contains 7727 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4754 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8597 members 
Mstep: Class 94 contains 4946 members 
Mstep: Class 95 contains 4502 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7361 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2149 members 
Mstep: Class 104 contains 5900 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289072.000000 Penalty: 377274.406250
Iteration 287Q: 106 clusters Score -2.122891e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107808 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 50970 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 15 contains 57607 members 
Mstep: Class 16 contains 51644 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140236 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24693 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 11383 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168694 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60661 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6475 members 
Mstep: Class 42 contains 9401 members 
Mstep: Class 43 contains 10061 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2496 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15331 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33792 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4644 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5445 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1705 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29834 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6058 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22303 members 
Mstep: Class 83 contains 4090 members 
Mstep: Class 84 contains 7193 members 
Mstep: Class 85 contains 28277 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8288 members 
Mstep: Class 88 contains 7730 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4755 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8602 members 
Mstep: Class 94 contains 4946 members 
Mstep: Class 95 contains 4503 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7358 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2149 members 
Mstep: Class 104 contains 5900 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289216.000000 Penalty: 377274.406250
Iteration 288Q: 106 clusters Score -2.122892e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 50964 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 57606 members 
Mstep: Class 16 contains 51646 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24698 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 11382 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2352 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168691 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60661 members 
Mstep: Class 36 contains 17598 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6484 members 
Mstep: Class 42 contains 9403 members 
Mstep: Class 43 contains 10062 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2486 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15332 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4644 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5445 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29838 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6053 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22304 members 
Mstep: Class 83 contains 4092 members 
Mstep: Class 84 contains 7185 members 
Mstep: Class 85 contains 28282 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8290 members 
Mstep: Class 88 contains 7730 members 
Mstep: Class 89 contains 7541 members 
Mstep: Class 90 contains 4756 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8607 members 
Mstep: Class 94 contains 4947 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2149 members 
Mstep: Class 104 contains 5900 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289072.000000 Penalty: 377274.406250
Iteration 289Q: 106 clusters Score -2.122891e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107810 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 50962 members 
Mstep: Class 9 contains 18816 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 57606 members 
Mstep: Class 16 contains 51648 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24701 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11350 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2356 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168688 members 
Mstep: Class 34 contains 5062 members 
Mstep: Class 35 contains 60661 members 
Mstep: Class 36 contains 17598 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4126 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6495 members 
Mstep: Class 42 contains 9402 members 
Mstep: Class 43 contains 10063 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2478 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15333 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33789 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5445 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29839 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5625 members 
Mstep: Class 73 contains 133269 members 
Mstep: Class 74 contains 13685 members 
Mstep: Class 75 contains 11874 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6051 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6422 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22304 members 
Mstep: Class 83 contains 4098 members 
Mstep: Class 84 contains 7186 members 
Mstep: Class 85 contains 28282 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8291 members 
Mstep: Class 88 contains 7732 members 
Mstep: Class 89 contains 7541 members 
Mstep: Class 90 contains 4759 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8611 members 
Mstep: Class 94 contains 4948 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7357 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2149 members 
Mstep: Class 104 contains 5900 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288928.000000 Penalty: 377274.406250
Iteration 290Q: 106 clusters Score -2.122889e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 8 contains 50959 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3870 members 
Mstep: Class 15 contains 57604 members 
Mstep: Class 16 contains 51650 members 
Mstep: Class 17 contains 6301 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248090 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11349 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168691 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17598 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4125 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6502 members 
Mstep: Class 42 contains 9403 members 
Mstep: Class 43 contains 10064 members 
Mstep: Class 44 contains 51165 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2473 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15334 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33787 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5445 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29841 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3103 members 
Mstep: Class 72 contains 5624 members 
Mstep: Class 73 contains 133267 members 
Mstep: Class 74 contains 13686 members 
Mstep: Class 75 contains 11873 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6045 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6423 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22305 members 
Mstep: Class 83 contains 4103 members 
Mstep: Class 84 contains 7187 members 
Mstep: Class 85 contains 28285 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8293 members 
Mstep: Class 88 contains 7733 members 
Mstep: Class 89 contains 7541 members 
Mstep: Class 90 contains 4760 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8617 members 
Mstep: Class 94 contains 4949 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7358 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2150 members 
Mstep: Class 104 contains 5900 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289088.000000 Penalty: 377274.406250
Iteration 291Q: 106 clusters Score -2.122891e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 50959 members 
Mstep: Class 9 contains 18815 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 3869 members 
Mstep: Class 15 contains 57606 members 
Mstep: Class 16 contains 51650 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33799 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140237 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24694 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168680 members 
Mstep: Class 34 contains 5064 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17597 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6506 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10066 members 
Mstep: Class 44 contains 51165 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2462 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15338 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33787 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21431 members 
Mstep: Class 56 contains 6442 members 
Mstep: Class 57 contains 5443 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13162 members 
Mstep: Class 71 contains 3110 members 
Mstep: Class 72 contains 5623 members 
Mstep: Class 73 contains 133268 members 
Mstep: Class 74 contains 13686 members 
Mstep: Class 75 contains 11872 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6040 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6424 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22306 members 
Mstep: Class 83 contains 4104 members 
Mstep: Class 84 contains 7187 members 
Mstep: Class 85 contains 28284 members 
Mstep: Class 86 contains 2736 members 
Mstep: Class 87 contains 8293 members 
Mstep: Class 88 contains 7735 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4763 members 
Mstep: Class 91 contains 7386 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8621 members 
Mstep: Class 94 contains 4950 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2150 members 
Mstep: Class 104 contains 5901 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289056.000000 Penalty: 377274.406250
Iteration 292Q: 106 clusters Score -2.122891e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107808 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 18815 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 3869 members 
Mstep: Class 15 contains 57606 members 
Mstep: Class 16 contains 51650 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33801 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24690 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11349 members 
Mstep: Class 28 contains 11381 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2360 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168673 members 
Mstep: Class 34 contains 5064 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17595 members 
Mstep: Class 37 contains 6064 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6513 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10064 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2456 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33786 members 
Mstep: Class 52 contains 5305 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21430 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5442 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27470 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3112 members 
Mstep: Class 72 contains 5620 members 
Mstep: Class 73 contains 133269 members 
Mstep: Class 74 contains 13686 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6037 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6425 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22305 members 
Mstep: Class 83 contains 4112 members 
Mstep: Class 84 contains 7182 members 
Mstep: Class 85 contains 28288 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8296 members 
Mstep: Class 88 contains 7739 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4766 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8629 members 
Mstep: Class 94 contains 4949 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2672 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2150 members 
Mstep: Class 104 contains 5903 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 293Q: 106 clusters Score -2.122889e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 50956 members 
Mstep: Class 9 contains 18815 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24798 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 3868 members 
Mstep: Class 15 contains 57607 members 
Mstep: Class 16 contains 51650 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248093 members 
Mstep: Class 20 contains 33801 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140238 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24688 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11348 members 
Mstep: Class 28 contains 11382 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168672 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60660 members 
Mstep: Class 36 contains 17594 members 
Mstep: Class 37 contains 6065 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6518 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 10064 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2692 members 
Mstep: Class 46 contains 2444 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33791 members 
Mstep: Class 52 contains 5306 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8130 members 
Mstep: Class 55 contains 21429 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5441 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27471 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13162 members 
Mstep: Class 71 contains 3113 members 
Mstep: Class 72 contains 5618 members 
Mstep: Class 73 contains 133269 members 
Mstep: Class 74 contains 13687 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6037 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6427 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22303 members 
Mstep: Class 83 contains 4114 members 
Mstep: Class 84 contains 7178 members 
Mstep: Class 85 contains 28289 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8298 members 
Mstep: Class 88 contains 7743 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4770 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8636 members 
Mstep: Class 94 contains 4949 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2673 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2150 members 
Mstep: Class 104 contains 5907 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289008.000000 Penalty: 377274.406250
Iteration 294Q: 106 clusters Score -2.12289e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 50952 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24799 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 3864 members 
Mstep: Class 15 contains 57607 members 
Mstep: Class 16 contains 51651 members 
Mstep: Class 17 contains 6287 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33801 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24689 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11346 members 
Mstep: Class 28 contains 11381 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168668 members 
Mstep: Class 34 contains 5063 members 
Mstep: Class 35 contains 60659 members 
Mstep: Class 36 contains 17591 members 
Mstep: Class 37 contains 6066 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6523 members 
Mstep: Class 42 contains 9404 members 
Mstep: Class 43 contains 10066 members 
Mstep: Class 44 contains 51169 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33789 members 
Mstep: Class 52 contains 5308 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21431 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5440 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27471 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13163 members 
Mstep: Class 71 contains 3115 members 
Mstep: Class 72 contains 5618 members 
Mstep: Class 73 contains 133270 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6040 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6429 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22305 members 
Mstep: Class 83 contains 4116 members 
Mstep: Class 84 contains 7178 members 
Mstep: Class 85 contains 28291 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8301 members 
Mstep: Class 88 contains 7745 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4774 members 
Mstep: Class 91 contains 7385 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8636 members 
Mstep: Class 94 contains 4948 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2673 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2150 members 
Mstep: Class 104 contains 5912 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288944.000000 Penalty: 377274.406250
Iteration 295Q: 106 clusters Score -2.122889e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 50954 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 24799 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 3860 members 
Mstep: Class 15 contains 57609 members 
Mstep: Class 16 contains 51651 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33801 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140239 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24687 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11344 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2363 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168666 members 
Mstep: Class 34 contains 5064 members 
Mstep: Class 35 contains 60659 members 
Mstep: Class 36 contains 17593 members 
Mstep: Class 37 contains 6067 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6524 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 10066 members 
Mstep: Class 44 contains 51170 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2442 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15343 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33789 members 
Mstep: Class 52 contains 5310 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5437 members 
Mstep: Class 58 contains 7395 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27469 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4805 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13164 members 
Mstep: Class 71 contains 3113 members 
Mstep: Class 72 contains 5617 members 
Mstep: Class 73 contains 133272 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6038 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23861 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22303 members 
Mstep: Class 83 contains 4125 members 
Mstep: Class 84 contains 7173 members 
Mstep: Class 85 contains 28291 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8304 members 
Mstep: Class 88 contains 7746 members 
Mstep: Class 89 contains 7545 members 
Mstep: Class 90 contains 4778 members 
Mstep: Class 91 contains 7384 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8638 members 
Mstep: Class 94 contains 4945 members 
Mstep: Class 95 contains 4506 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2673 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2151 members 
Mstep: Class 104 contains 5916 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 296Q: 106 clusters Score -2.122889e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 50953 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24799 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 3860 members 
Mstep: Class 15 contains 57609 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33803 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24679 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 11379 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2367 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168667 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60657 members 
Mstep: Class 36 contains 17592 members 
Mstep: Class 37 contains 6069 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6525 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10066 members 
Mstep: Class 44 contains 51171 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2449 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15342 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33787 members 
Mstep: Class 52 contains 5310 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21434 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5437 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27468 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13165 members 
Mstep: Class 71 contains 3106 members 
Mstep: Class 72 contains 5611 members 
Mstep: Class 73 contains 133271 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6037 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23862 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22301 members 
Mstep: Class 83 contains 4129 members 
Mstep: Class 84 contains 7173 members 
Mstep: Class 85 contains 28291 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8305 members 
Mstep: Class 88 contains 7749 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4781 members 
Mstep: Class 91 contains 7383 members 
Mstep: Class 92 contains 3750 members 
Mstep: Class 93 contains 8643 members 
Mstep: Class 94 contains 4945 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2673 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5921 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288992.000000 Penalty: 377274.406250
Iteration 297Q: 106 clusters Score -2.12289e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 50953 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24799 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 3861 members 
Mstep: Class 15 contains 57609 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33804 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24677 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11344 members 
Mstep: Class 28 contains 11378 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168661 members 
Mstep: Class 34 contains 5059 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17592 members 
Mstep: Class 37 contains 6071 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6525 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10068 members 
Mstep: Class 44 contains 51170 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2454 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33787 members 
Mstep: Class 52 contains 5311 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21435 members 
Mstep: Class 56 contains 6441 members 
Mstep: Class 57 contains 5437 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27464 members 
Mstep: Class 64 contains 5714 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13165 members 
Mstep: Class 71 contains 3100 members 
Mstep: Class 72 contains 5608 members 
Mstep: Class 73 contains 133271 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6038 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22297 members 
Mstep: Class 83 contains 4131 members 
Mstep: Class 84 contains 7170 members 
Mstep: Class 85 contains 28290 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8305 members 
Mstep: Class 88 contains 7754 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4784 members 
Mstep: Class 91 contains 7381 members 
Mstep: Class 92 contains 3751 members 
Mstep: Class 93 contains 8643 members 
Mstep: Class 94 contains 4945 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2674 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5927 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288864.000000 Penalty: 377274.406250
Iteration 298Q: 106 clusters Score -2.122889e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107807 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 50953 members 
Mstep: Class 9 contains 18816 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24799 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 57606 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33805 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 24667 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 11379 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168658 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17591 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4123 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6525 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10069 members 
Mstep: Class 44 contains 51169 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2457 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33785 members 
Mstep: Class 52 contains 5312 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21435 members 
Mstep: Class 56 contains 6441 members 
Mstep: Class 57 contains 5436 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27463 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29842 members 
Mstep: Class 70 contains 13165 members 
Mstep: Class 71 contains 3099 members 
Mstep: Class 72 contains 5603 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6044 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23865 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22295 members 
Mstep: Class 83 contains 4133 members 
Mstep: Class 84 contains 7162 members 
Mstep: Class 85 contains 28294 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8306 members 
Mstep: Class 88 contains 7761 members 
Mstep: Class 89 contains 7542 members 
Mstep: Class 90 contains 4793 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8645 members 
Mstep: Class 94 contains 4947 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2677 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5931 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288960.000000 Penalty: 377274.406250
Iteration 299Q: 106 clusters Score -2.12289e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 50954 members 
Mstep: Class 9 contains 18811 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24799 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 57605 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33806 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140242 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24661 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10911 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168665 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17590 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6524 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10073 members 
Mstep: Class 44 contains 51168 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2452 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2637 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33784 members 
Mstep: Class 52 contains 5313 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8129 members 
Mstep: Class 55 contains 21435 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5436 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5885 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1840 members 
Mstep: Class 69 contains 29843 members 
Mstep: Class 70 contains 13166 members 
Mstep: Class 71 contains 3103 members 
Mstep: Class 72 contains 5603 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23865 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22292 members 
Mstep: Class 83 contains 4137 members 
Mstep: Class 84 contains 7156 members 
Mstep: Class 85 contains 28293 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8308 members 
Mstep: Class 88 contains 7765 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4798 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3754 members 
Mstep: Class 93 contains 8644 members 
Mstep: Class 94 contains 4948 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2678 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5933 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 300F: 106 clusters Score -2.122889e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 50954 members 
Mstep: Class 9 contains 18811 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24800 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 57604 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 38678 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33807 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140243 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 24655 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 11382 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2371 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168665 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17588 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4124 members 
Mstep: Class 39 contains 19447 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6523 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 10073 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2691 members 
Mstep: Class 46 contains 2444 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2637 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33783 members 
Mstep: Class 52 contains 5314 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8133 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5436 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5750 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5885 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29843 members 
Mstep: Class 70 contains 13168 members 
Mstep: Class 71 contains 3103 members 
Mstep: Class 72 contains 5600 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15279 members 
Mstep: Class 79 contains 23866 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22293 members 
Mstep: Class 83 contains 4145 members 
Mstep: Class 84 contains 7148 members 
Mstep: Class 85 contains 28299 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8308 members 
Mstep: Class 88 contains 7767 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4801 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8646 members 
Mstep: Class 94 contains 4949 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2679 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5935 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289104.000000 Penalty: 377274.406250
Iteration 301Q: 106 clusters Score -2.122891e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107809 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 50953 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 3853 members 
Mstep: Class 15 contains 57603 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2568 members 
Mstep: Class 25 contains 24647 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11344 members 
Mstep: Class 28 contains 11379 members 
Mstep: Class 29 contains 10912 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168670 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6523 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10072 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2690 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33783 members 
Mstep: Class 52 contains 5315 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8134 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5434 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5885 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29844 members 
Mstep: Class 70 contains 13170 members 
Mstep: Class 71 contains 3106 members 
Mstep: Class 72 contains 5600 members 
Mstep: Class 73 contains 133272 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6041 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22290 members 
Mstep: Class 83 contains 4154 members 
Mstep: Class 84 contains 7138 members 
Mstep: Class 85 contains 28307 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8308 members 
Mstep: Class 88 contains 7768 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4799 members 
Mstep: Class 91 contains 7380 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8649 members 
Mstep: Class 94 contains 4950 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2679 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5939 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288944.000000 Penalty: 377274.406250
Iteration 302Q: 106 clusters Score -2.122889e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 107808 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 50954 members 
Mstep: Class 9 contains 18815 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 57603 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 24648 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168670 members 
Mstep: Class 34 contains 5053 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17585 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4122 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 10072 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2689 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33784 members 
Mstep: Class 52 contains 5314 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8136 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5434 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1727 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29844 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3106 members 
Mstep: Class 72 contains 5601 members 
Mstep: Class 73 contains 133272 members 
Mstep: Class 74 contains 13690 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6048 members 
Mstep: Class 78 contains 15280 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22287 members 
Mstep: Class 83 contains 4163 members 
Mstep: Class 84 contains 7133 members 
Mstep: Class 85 contains 28312 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8307 members 
Mstep: Class 88 contains 7768 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4804 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3752 members 
Mstep: Class 93 contains 8644 members 
Mstep: Class 94 contains 4951 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2680 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5940 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288976.000000 Penalty: 377274.406250
Iteration 303Q: 106 clusters Score -2.12289e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 107808 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 50954 members 
Mstep: Class 9 contains 18811 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 57603 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 38680 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2565 members 
Mstep: Class 25 contains 24643 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11342 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2374 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168666 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 10075 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2687 members 
Mstep: Class 46 contains 2441 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33784 members 
Mstep: Class 52 contains 5314 members 
Mstep: Class 53 contains 4645 members 
Mstep: Class 54 contains 8136 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6442 members 
Mstep: Class 57 contains 5436 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29844 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3104 members 
Mstep: Class 72 contains 5601 members 
Mstep: Class 73 contains 133272 members 
Mstep: Class 74 contains 13690 members 
Mstep: Class 75 contains 11870 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6052 members 
Mstep: Class 78 contains 15278 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22283 members 
Mstep: Class 83 contains 4172 members 
Mstep: Class 84 contains 7128 members 
Mstep: Class 85 contains 28319 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8308 members 
Mstep: Class 88 contains 7773 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4806 members 
Mstep: Class 91 contains 7381 members 
Mstep: Class 92 contains 3753 members 
Mstep: Class 93 contains 8644 members 
Mstep: Class 94 contains 4951 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2680 members 
Mstep: Class 100 contains 2311 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5941 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288912.000000 Penalty: 377274.406250
Iteration 304Q: 106 clusters Score -2.122889e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 107806 members 
Mstep: Class 4 contains 4092 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 50953 members 
Mstep: Class 9 contains 18807 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 57603 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2563 members 
Mstep: Class 25 contains 24639 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11342 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 10909 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168667 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9405 members 
Mstep: Class 43 contains 10081 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2685 members 
Mstep: Class 46 contains 2429 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43321 members 
Mstep: Class 51 contains 33785 members 
Mstep: Class 52 contains 5315 members 
Mstep: Class 53 contains 4646 members 
Mstep: Class 54 contains 8138 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5439 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5713 members 
Mstep: Class 65 contains 4806 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29844 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3106 members 
Mstep: Class 72 contains 5600 members 
Mstep: Class 73 contains 133271 members 
Mstep: Class 74 contains 13690 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6053 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22284 members 
Mstep: Class 83 contains 4188 members 
Mstep: Class 84 contains 7123 members 
Mstep: Class 85 contains 28322 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8309 members 
Mstep: Class 88 contains 7777 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4808 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3755 members 
Mstep: Class 93 contains 8642 members 
Mstep: Class 94 contains 4952 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2680 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7360 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5942 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288944.000000 Penalty: 377274.406250
Iteration 305Q: 106 clusters Score -2.122889e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 107804 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4691 members 
Mstep: Class 8 contains 50953 members 
Mstep: Class 9 contains 18802 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24802 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248091 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 24638 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11341 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 10909 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 2377 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168673 members 
Mstep: Class 34 contains 5053 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9405 members 
Mstep: Class 43 contains 10088 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2684 members 
Mstep: Class 46 contains 2420 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43321 members 
Mstep: Class 51 contains 33785 members 
Mstep: Class 52 contains 5318 members 
Mstep: Class 53 contains 4646 members 
Mstep: Class 54 contains 8140 members 
Mstep: Class 55 contains 21432 members 
Mstep: Class 56 contains 6437 members 
Mstep: Class 57 contains 5437 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5751 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5711 members 
Mstep: Class 65 contains 4807 members 
Mstep: Class 66 contains 5886 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29843 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3113 members 
Mstep: Class 72 contains 5601 members 
Mstep: Class 73 contains 133272 members 
Mstep: Class 74 contains 13690 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11179 members 
Mstep: Class 77 contains 6053 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22283 members 
Mstep: Class 83 contains 4197 members 
Mstep: Class 84 contains 7113 members 
Mstep: Class 85 contains 28321 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8311 members 
Mstep: Class 88 contains 7782 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4810 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3759 members 
Mstep: Class 93 contains 8639 members 
Mstep: Class 94 contains 4951 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2681 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5945 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289120.000000 Penalty: 377274.406250
Iteration 306Q: 106 clusters Score -2.122891e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 107800 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50951 members 
Mstep: Class 9 contains 18796 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 15 contains 57600 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248090 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140240 members 
Mstep: Class 24 contains 2565 members 
Mstep: Class 25 contains 24627 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 11341 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10909 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168670 members 
Mstep: Class 34 contains 5053 members 
Mstep: Class 35 contains 60653 members 
Mstep: Class 36 contains 17585 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 10095 members 
Mstep: Class 44 contains 51166 members 
Mstep: Class 45 contains 2682 members 
Mstep: Class 46 contains 2419 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33783 members 
Mstep: Class 52 contains 5320 members 
Mstep: Class 53 contains 4646 members 
Mstep: Class 54 contains 8143 members 
Mstep: Class 55 contains 21433 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5752 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4807 members 
Mstep: Class 66 contains 5887 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29845 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3110 members 
Mstep: Class 72 contains 5602 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6052 members 
Mstep: Class 78 contains 15277 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6429 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22281 members 
Mstep: Class 83 contains 4209 members 
Mstep: Class 84 contains 7108 members 
Mstep: Class 85 contains 28322 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8314 members 
Mstep: Class 88 contains 7792 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4817 members 
Mstep: Class 91 contains 7381 members 
Mstep: Class 92 contains 3761 members 
Mstep: Class 93 contains 8638 members 
Mstep: Class 94 contains 4951 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2682 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5946 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289152.000000 Penalty: 377274.406250
Iteration 307Q: 106 clusters Score -2.122892e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4690 members 
Mstep: Class 8 contains 50950 members 
Mstep: Class 9 contains 18794 members 
Mstep: Class 10 contains 5085 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 57600 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6203 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33810 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 24620 members 
Mstep: Class 26 contains 7344 members 
Mstep: Class 27 contains 11339 members 
Mstep: Class 28 contains 11382 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2371 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168664 members 
Mstep: Class 34 contains 5055 members 
Mstep: Class 35 contains 60653 members 
Mstep: Class 36 contains 17585 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9405 members 
Mstep: Class 43 contains 10097 members 
Mstep: Class 44 contains 51167 members 
Mstep: Class 45 contains 2682 members 
Mstep: Class 46 contains 2414 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2639 members 
Mstep: Class 50 contains 43322 members 
Mstep: Class 51 contains 33782 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8147 members 
Mstep: Class 55 contains 21434 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5430 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5754 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4807 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29846 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3111 members 
Mstep: Class 72 contains 5598 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6052 members 
Mstep: Class 78 contains 15274 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6429 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22273 members 
Mstep: Class 83 contains 4220 members 
Mstep: Class 84 contains 7104 members 
Mstep: Class 85 contains 28328 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8314 members 
Mstep: Class 88 contains 7791 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4820 members 
Mstep: Class 91 contains 7379 members 
Mstep: Class 92 contains 3760 members 
Mstep: Class 93 contains 8642 members 
Mstep: Class 94 contains 4950 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5947 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289408.000000 Penalty: 377274.406250
Iteration 308Q: 106 clusters Score -2.122894e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107796 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4690 members 
Mstep: Class 8 contains 50948 members 
Mstep: Class 9 contains 18795 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1715 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 57600 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6189 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 24617 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 11336 members 
Mstep: Class 28 contains 11380 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168665 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60653 members 
Mstep: Class 36 contains 17585 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10100 members 
Mstep: Class 44 contains 51168 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2424 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33780 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8149 members 
Mstep: Class 55 contains 21434 members 
Mstep: Class 56 contains 6438 members 
Mstep: Class 57 contains 5430 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5754 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4807 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29847 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3111 members 
Mstep: Class 72 contains 5601 members 
Mstep: Class 73 contains 133273 members 
Mstep: Class 74 contains 13687 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6051 members 
Mstep: Class 78 contains 15272 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6429 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22273 members 
Mstep: Class 83 contains 4223 members 
Mstep: Class 84 contains 7100 members 
Mstep: Class 85 contains 28331 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8316 members 
Mstep: Class 88 contains 7795 members 
Mstep: Class 89 contains 7543 members 
Mstep: Class 90 contains 4820 members 
Mstep: Class 91 contains 7378 members 
Mstep: Class 92 contains 3761 members 
Mstep: Class 93 contains 8640 members 
Mstep: Class 94 contains 4951 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5949 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289312.000000 Penalty: 377274.406250
Iteration 309Q: 106 clusters Score -2.122893e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107795 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50946 members 
Mstep: Class 9 contains 18796 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 57600 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 24614 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 11336 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168669 members 
Mstep: Class 34 contains 5055 members 
Mstep: Class 35 contains 60651 members 
Mstep: Class 36 contains 17584 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10103 members 
Mstep: Class 44 contains 51169 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2428 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33778 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8146 members 
Mstep: Class 55 contains 21435 members 
Mstep: Class 56 contains 6440 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5754 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4808 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29847 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3112 members 
Mstep: Class 72 contains 5596 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6051 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6429 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22270 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7098 members 
Mstep: Class 85 contains 28331 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7796 members 
Mstep: Class 89 contains 7544 members 
Mstep: Class 90 contains 4821 members 
Mstep: Class 91 contains 7374 members 
Mstep: Class 92 contains 3764 members 
Mstep: Class 93 contains 8641 members 
Mstep: Class 94 contains 4953 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7358 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5950 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289264.000000 Penalty: 377274.406250
Iteration 310Q: 106 clusters Score -2.122893e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107795 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50946 members 
Mstep: Class 9 contains 18797 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 57600 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6169 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12626 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140241 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 24608 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 11335 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168674 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 60651 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10103 members 
Mstep: Class 44 contains 51168 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2425 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33777 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8147 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6441 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5755 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4808 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29848 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3114 members 
Mstep: Class 72 contains 5597 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11180 members 
Mstep: Class 77 contains 6052 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22266 members 
Mstep: Class 83 contains 4230 members 
Mstep: Class 84 contains 7094 members 
Mstep: Class 85 contains 28335 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7795 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4820 members 
Mstep: Class 91 contains 7375 members 
Mstep: Class 92 contains 3763 members 
Mstep: Class 93 contains 8643 members 
Mstep: Class 94 contains 4954 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10312 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7358 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5951 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289312.000000 Penalty: 377274.406250
Iteration 311Q: 106 clusters Score -2.122893e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107796 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50942 members 
Mstep: Class 9 contains 18797 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 57599 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140242 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24602 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 11335 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2374 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168676 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 60652 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51169 members 
Mstep: Class 45 contains 2681 members 
Mstep: Class 46 contains 2428 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33778 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8145 members 
Mstep: Class 55 contains 21436 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 5435 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5756 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29850 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3115 members 
Mstep: Class 72 contains 5598 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6051 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23868 members 
Mstep: Class 80 contains 6428 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22265 members 
Mstep: Class 83 contains 4232 members 
Mstep: Class 84 contains 7089 members 
Mstep: Class 85 contains 28337 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7795 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4820 members 
Mstep: Class 91 contains 7373 members 
Mstep: Class 92 contains 3762 members 
Mstep: Class 93 contains 8641 members 
Mstep: Class 94 contains 4956 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10313 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2312 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5951 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289168.000000 Penalty: 377274.406250
Iteration 312Q: 106 clusters Score -2.122892e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16990 members 
Mstep: Class 3 contains 107796 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50938 members 
Mstep: Class 9 contains 18798 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 57599 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140243 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24597 members 
Mstep: Class 26 contains 7342 members 
Mstep: Class 27 contains 11334 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168683 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60652 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10104 members 
Mstep: Class 44 contains 51170 members 
Mstep: Class 45 contains 2681 members 
Mstep: Class 46 contains 2433 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2641 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33777 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8147 members 
Mstep: Class 55 contains 21438 members 
Mstep: Class 56 contains 6433 members 
Mstep: Class 57 contains 5435 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 3329 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29852 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3116 members 
Mstep: Class 72 contains 5597 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6048 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6429 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22263 members 
Mstep: Class 83 contains 4229 members 
Mstep: Class 84 contains 7087 members 
Mstep: Class 85 contains 28340 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7795 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4823 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3761 members 
Mstep: Class 93 contains 8642 members 
Mstep: Class 94 contains 4956 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10313 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2313 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5951 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289072.000000 Penalty: 377274.406250
Iteration 313Q: 106 clusters Score -2.122891e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107796 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50935 members 
Mstep: Class 9 contains 18797 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248097 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12628 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 140245 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24594 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11336 members 
Mstep: Class 28 contains 11373 members 
Mstep: Class 29 contains 10909 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2378 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168684 members 
Mstep: Class 34 contains 5056 members 
Mstep: Class 35 contains 60652 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2681 members 
Mstep: Class 46 contains 2437 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15341 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33776 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8150 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6426 members 
Mstep: Class 57 contains 5435 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3328 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29853 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3117 members 
Mstep: Class 72 contains 5598 members 
Mstep: Class 73 contains 133275 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6047 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6430 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4230 members 
Mstep: Class 84 contains 7080 members 
Mstep: Class 85 contains 28342 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7795 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4825 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3760 members 
Mstep: Class 93 contains 8645 members 
Mstep: Class 94 contains 4956 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10313 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2313 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5951 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288928.000000 Penalty: 377274.406250
Iteration 314Q: 106 clusters Score -2.122889e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107796 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50933 members 
Mstep: Class 9 contains 18792 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 57600 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248097 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140246 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24593 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11337 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 10908 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2377 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168689 members 
Mstep: Class 34 contains 5055 members 
Mstep: Class 35 contains 60653 members 
Mstep: Class 36 contains 17588 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2681 members 
Mstep: Class 46 contains 2441 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8153 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6424 members 
Mstep: Class 57 contains 5435 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3327 members 
Mstep: Class 63 contains 27462 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29854 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3118 members 
Mstep: Class 72 contains 5598 members 
Mstep: Class 73 contains 133275 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6048 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23866 members 
Mstep: Class 80 contains 6431 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4230 members 
Mstep: Class 84 contains 7080 members 
Mstep: Class 85 contains 28343 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7793 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4823 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3760 members 
Mstep: Class 93 contains 8645 members 
Mstep: Class 94 contains 4956 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10313 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2313 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5953 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289040.000000 Penalty: 377274.406250
Iteration 315Q: 106 clusters Score -2.12289e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107797 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50933 members 
Mstep: Class 9 contains 18790 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 57598 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248098 members 
Mstep: Class 20 contains 33816 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24588 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11336 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 10908 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168689 members 
Mstep: Class 34 contains 5055 members 
Mstep: Class 35 contains 60653 members 
Mstep: Class 36 contains 17587 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4121 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6521 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2454 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5323 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8156 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6422 members 
Mstep: Class 57 contains 5433 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29855 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3119 members 
Mstep: Class 72 contains 5599 members 
Mstep: Class 73 contains 133275 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6047 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6432 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7081 members 
Mstep: Class 85 contains 28342 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7795 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4821 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3760 members 
Mstep: Class 93 contains 8647 members 
Mstep: Class 94 contains 4957 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10313 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2313 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5955 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289024.000000 Penalty: 377274.406250
Iteration 316Q: 106 clusters Score -2.12289e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107795 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50933 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 57599 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248097 members 
Mstep: Class 20 contains 33816 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140246 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11334 members 
Mstep: Class 28 contains 11370 members 
Mstep: Class 29 contains 10908 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168690 members 
Mstep: Class 34 contains 5056 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17588 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4119 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6520 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10106 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2459 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2642 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5326 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8159 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6423 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29855 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3117 members 
Mstep: Class 72 contains 5598 members 
Mstep: Class 73 contains 133274 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6043 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23868 members 
Mstep: Class 80 contains 6435 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4227 members 
Mstep: Class 84 contains 7080 members 
Mstep: Class 85 contains 28339 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7797 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4824 members 
Mstep: Class 91 contains 7369 members 
Mstep: Class 92 contains 3761 members 
Mstep: Class 93 contains 8652 members 
Mstep: Class 94 contains 4958 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10314 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2153 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289152.000000 Penalty: 377274.406250
Iteration 317Q: 106 clusters Score -2.122892e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107796 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 50930 members 
Mstep: Class 9 contains 18788 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6134 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33814 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140248 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24582 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11333 members 
Mstep: Class 28 contains 11370 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2374 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168687 members 
Mstep: Class 34 contains 5056 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6520 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2679 members 
Mstep: Class 46 contains 2467 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 43324 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29857 members 
Mstep: Class 70 contains 13171 members 
Mstep: Class 71 contains 3113 members 
Mstep: Class 72 contains 5598 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11866 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6041 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6437 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22262 members 
Mstep: Class 83 contains 4229 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28338 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7798 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4826 members 
Mstep: Class 91 contains 7367 members 
Mstep: Class 92 contains 3762 members 
Mstep: Class 93 contains 8653 members 
Mstep: Class 94 contains 4958 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10315 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289248.000000 Penalty: 377274.406250
Iteration 318Q: 106 clusters Score -2.122892e+08 nChanged 82
Entering ConstructFrom: 
Score: -212289248.000000 Penalty: 377274.406250
Entering ConstructFrom: 
Trying to split cluster 1 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -1877731.125000 Penalty: 2408.371582
	Iteration 0F: 2 clusters Score -1877731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1865925.250000 Penalty: 4816.743164
	Iteration 0F: 3 clusters Score -1865925 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1869735.000000 Penalty: 4816.743164
	Iteration 1F: 3 clusters Score -1869735 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1870152.875000 Penalty: 4816.743164
	Iteration 2F: 3 clusters Score -1870153 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1870589.125000 Penalty: 4816.743164
	Iteration 3Q: 3 clusters Score -1870589 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1871117.500000 Penalty: 4816.743164
	Iteration 4F: 3 clusters Score -1871118 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1871701.000000 Penalty: 4816.743164
	Iteration 5F: 3 clusters Score -1871701 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1872310.125000 Penalty: 4816.743164
	Iteration 6F: 3 clusters Score -1872310 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1873053.000000 Penalty: 4816.743164
	Iteration 7F: 3 clusters Score -1873053 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1873943.875000 Penalty: 4816.743164
	Iteration 8F: 3 clusters Score -1873944 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1874859.000000 Penalty: 4816.743164
	Iteration 9F: 3 clusters Score -1874859 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1875641.375000 Penalty: 4816.743164
	Iteration 10Q: 3 clusters Score -1875641 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1876196.000000 Penalty: 4816.743164
	Iteration 11Q: 3 clusters Score -1876196 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1876581.250000 Penalty: 4816.743164
	Iteration 12Q: 3 clusters Score -1876581 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1876843.375000 Penalty: 4816.743164
	Iteration 13Q: 3 clusters Score -1876843 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1877003.000000 Penalty: 4816.743164
	Iteration 14Q: 3 clusters Score -1877003 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1877109.000000 Penalty: 4816.743164
	Iteration 15Q: 3 clusters Score -1877109 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1877179.875000 Penalty: 4816.743164
	Iteration 16Q: 3 clusters Score -1877180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1877226.000000 Penalty: 4816.743164
	Iteration 17Q: 3 clusters Score -1877226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1877264.500000 Penalty: 4816.743164
	Iteration 18Q: 3 clusters Score -1877264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1877281.250000 Penalty: 4816.743164
	Iteration 19Q: 3 clusters Score -1877281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1877296.250000 Penalty: 4816.743164
	Iteration 20F: 3 clusters Score -1877296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1877304.000000 Penalty: 4816.743164
	Iteration 21Q: 3 clusters Score -1877304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1877313.875000 Penalty: 4816.743164
	Iteration 22Q: 3 clusters Score -1877314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1877321.875000 Penalty: 4816.743164
	Iteration 23Q: 3 clusters Score -1877322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1877328.250000 Penalty: 4816.743164
	Iteration 24Q: 3 clusters Score -1877328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1877337.375000 Penalty: 4816.743164
	Iteration 25Q: 3 clusters Score -1877337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1877339.500000 Penalty: 4816.743164
	Iteration 26Q: 3 clusters Score -1877340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1877342.625000 Penalty: 4816.743164
	Iteration 27Q: 3 clusters Score -1877343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1877347.625000 Penalty: 4816.743164
	Iteration 28Q: 3 clusters Score -1877348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1877350.125000 Penalty: 4816.743164
	Iteration 29Q: 3 clusters Score -1877350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1877356.250000 Penalty: 4816.743164
	Iteration 30Q: 3 clusters Score -1877356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1877363.375000 Penalty: 4816.743164
	Iteration 31Q: 3 clusters Score -1877363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1877370.625000 Penalty: 4816.743164
	Iteration 32Q: 3 clusters Score -1877371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1877384.500000 Penalty: 4816.743164
	Iteration 33Q: 3 clusters Score -1877384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1877385.875000 Penalty: 4816.743164
	Iteration 34Q: 3 clusters Score -1877386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1877386.250000 Penalty: 4816.743164
	Iteration 35Q: 3 clusters Score -1877386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1877390.250000 Penalty: 4816.743164
	Iteration 36Q: 3 clusters Score -1877390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1877388.875000 Penalty: 4816.743164
	Iteration 37Q: 3 clusters Score -1877389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1877393.250000 Penalty: 4816.743164
	Iteration 38Q: 3 clusters Score -1877393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1877396.500000 Penalty: 4816.743164
	Iteration 39Q: 3 clusters Score -1877396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1877396.125000 Penalty: 4816.743164
	Iteration 40F: 3 clusters Score -1877396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1877395.000000 Penalty: 4816.743164
	Iteration 41Q: 3 clusters Score -1877395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1877395.125000 Penalty: 4816.743164
	Iteration 42Q: 3 clusters Score -1877395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1877397.625000 Penalty: 4816.743164
	Iteration 43Q: 3 clusters Score -1877398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1877395.500000 Penalty: 4816.743164
	Iteration 44Q: 3 clusters Score -1877396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1877395.500000 Penalty: 4816.743164
	Iteration 45F: 3 clusters Score -1877396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Entering Unmasked Estep 
Score: -1955061.875000 Penalty: 2415.584961
	Iteration 0F: 2 clusters Score -1955062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1943005.125000 Penalty: 4831.169922
	Iteration 0F: 3 clusters Score -1943005 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1946981.250000 Penalty: 4831.169922
	Iteration 1F: 3 clusters Score -1946981 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1947455.625000 Penalty: 4831.169922
	Iteration 2F: 3 clusters Score -1947456 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1947906.625000 Penalty: 4831.169922
	Iteration 3F: 3 clusters Score -1947907 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1948385.875000 Penalty: 4831.169922
	Iteration 4F: 3 clusters Score -1948386 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1948904.250000 Penalty: 4831.169922
	Iteration 5F: 3 clusters Score -1948904 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1949444.375000 Penalty: 4831.169922
	Iteration 6F: 3 clusters Score -1949444 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1949947.000000 Penalty: 4831.169922
	Iteration 7F: 3 clusters Score -1949947 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1950344.500000 Penalty: 4831.169922
	Iteration 8Q: 3 clusters Score -1950344 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1950665.125000 Penalty: 4831.169922
	Iteration 9Q: 3 clusters Score -1950665 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1950881.125000 Penalty: 4831.169922
	Iteration 10Q: 3 clusters Score -1950881 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1950987.000000 Penalty: 4831.169922
	Iteration 11Q: 3 clusters Score -1950987 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1951084.375000 Penalty: 4831.169922
	Iteration 12Q: 3 clusters Score -1951084 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1951156.625000 Penalty: 4831.169922
	Iteration 13Q: 3 clusters Score -1951157 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1951217.250000 Penalty: 4831.169922
	Iteration 14Q: 3 clusters Score -1951217 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1951267.250000 Penalty: 4831.169922
	Iteration 15Q: 3 clusters Score -1951267 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1951307.000000 Penalty: 4831.169922
	Iteration 16Q: 3 clusters Score -1951307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1951349.750000 Penalty: 4831.169922
	Iteration 17Q: 3 clusters Score -1951350 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1951395.250000 Penalty: 4831.169922
	Iteration 18Q: 3 clusters Score -1951395 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1951446.375000 Penalty: 4831.169922
	Iteration 19Q: 3 clusters Score -1951446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1951492.500000 Penalty: 4831.169922
	Iteration 20F: 3 clusters Score -1951492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1951551.500000 Penalty: 4831.169922
	Iteration 21Q: 3 clusters Score -1951552 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1951617.750000 Penalty: 4831.169922
	Iteration 22Q: 3 clusters Score -1951618 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1951691.625000 Penalty: 4831.169922
	Iteration 23Q: 3 clusters Score -1951692 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1951767.125000 Penalty: 4831.169922
	Iteration 24Q: 3 clusters Score -1951767 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1951838.500000 Penalty: 4831.169922
	Iteration 25Q: 3 clusters Score -1951838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1951912.375000 Penalty: 4831.169922
	Iteration 26Q: 3 clusters Score -1951912 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1951984.750000 Penalty: 4831.169922
	Iteration 27Q: 3 clusters Score -1951985 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1952054.625000 Penalty: 4831.169922
	Iteration 28Q: 3 clusters Score -1952055 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1952140.000000 Penalty: 4831.169922
	Iteration 29Q: 3 clusters Score -1952140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1952233.125000 Penalty: 4831.169922
	Iteration 30Q: 3 clusters Score -1952233 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1952318.000000 Penalty: 4831.169922
	Iteration 31Q: 3 clusters Score -1952318 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1952414.250000 Penalty: 4831.169922
	Iteration 32Q: 3 clusters Score -1952414 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1952486.250000 Penalty: 4831.169922
	Iteration 33Q: 3 clusters Score -1952486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1952556.625000 Penalty: 4831.169922
	Iteration 34Q: 3 clusters Score -1952557 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1952632.375000 Penalty: 4831.169922
	Iteration 35Q: 3 clusters Score -1952632 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1952711.875000 Penalty: 4831.169922
	Iteration 36Q: 3 clusters Score -1952712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1952779.750000 Penalty: 4831.169922
	Iteration 37Q: 3 clusters Score -1952780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1952835.875000 Penalty: 4831.169922
	Iteration 38Q: 3 clusters Score -1952836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1952867.625000 Penalty: 4831.169922
	Iteration 39Q: 3 clusters Score -1952868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1952900.750000 Penalty: 4831.169922
	Iteration 40F: 3 clusters Score -1952901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1952918.625000 Penalty: 4831.169922
	Iteration 41Q: 3 clusters Score -1952919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1952944.000000 Penalty: 4831.169922
	Iteration 42Q: 3 clusters Score -1952944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1952965.500000 Penalty: 4831.169922
	Iteration 43Q: 3 clusters Score -1952966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1952986.750000 Penalty: 4831.169922
	Iteration 44Q: 3 clusters Score -1952987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1953011.125000 Penalty: 4831.169922
	Iteration 45Q: 3 clusters Score -1953011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1953039.250000 Penalty: 4831.169922
	Iteration 46Q: 3 clusters Score -1953039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1953059.875000 Penalty: 4831.169922
	Iteration 47Q: 3 clusters Score -1953060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1953068.875000 Penalty: 4831.169922
	Iteration 48Q: 3 clusters Score -1953069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1953077.875000 Penalty: 4831.169922
	Iteration 49Q: 3 clusters Score -1953078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1953082.125000 Penalty: 4831.169922
	Iteration 50Q: 3 clusters Score -1953082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1953085.500000 Penalty: 4831.169922
	Iteration 51Q: 3 clusters Score -1953086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1953094.375000 Penalty: 4831.169922
	Iteration 52Q: 3 clusters Score -1953094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1953103.500000 Penalty: 4831.169922
	Iteration 53Q: 3 clusters Score -1953104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1953107.750000 Penalty: 4831.169922
	Iteration 54Q: 3 clusters Score -1953108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1953110.375000 Penalty: 4831.169922
	Iteration 55Q: 3 clusters Score -1953110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1953111.500000 Penalty: 4831.169922
	Iteration 56Q: 3 clusters Score -1953112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1953112.625000 Penalty: 4831.169922
	Iteration 57Q: 3 clusters Score -1953113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1953113.875000 Penalty: 4831.169922
	Iteration 58Q: 3 clusters Score -1953114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1953117.125000 Penalty: 4831.169922
	Iteration 59Q: 3 clusters Score -1953117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1953117.125000 Penalty: 4831.169922
	Iteration 60F: 3 clusters Score -1953117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Entering Unmasked Estep 
Score: -12257808.000000 Penalty: 2873.827637
	Iteration 0F: 2 clusters Score -1.225781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -12185659.000000 Penalty: 5747.655273
	Iteration 0F: 3 clusters Score -1.218566e+07 nChanged 51224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -12216767.000000 Penalty: 5747.655273
	Iteration 1F: 3 clusters Score -1.221677e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -12218768.000000 Penalty: 5747.655273
	Iteration 2Q: 3 clusters Score -1.221877e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -12221619.000000 Penalty: 5747.655273
	Iteration 3F: 3 clusters Score -1.222162e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -12225676.000000 Penalty: 5747.655273
	Iteration 4F: 3 clusters Score -1.222568e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -12230510.000000 Penalty: 5747.655273
	Iteration 5F: 3 clusters Score -1.223051e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -12235160.000000 Penalty: 5747.655273
	Iteration 6F: 3 clusters Score -1.223516e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -12238357.000000 Penalty: 5747.655273
	Iteration 7F: 3 clusters Score -1.223836e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -12240551.000000 Penalty: 5747.655273
	Iteration 8Q: 3 clusters Score -1.224055e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -12242220.000000 Penalty: 5747.655273
	Iteration 9Q: 3 clusters Score -1.224222e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -12243475.000000 Penalty: 5747.655273
	Iteration 10Q: 3 clusters Score -1.224348e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -12244569.000000 Penalty: 5747.655273
	Iteration 11Q: 3 clusters Score -1.224457e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -12245539.000000 Penalty: 5747.655273
	Iteration 12Q: 3 clusters Score -1.224554e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -12246475.000000 Penalty: 5747.655273
	Iteration 13Q: 3 clusters Score -1.224648e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -12247195.000000 Penalty: 5747.655273
	Iteration 14Q: 3 clusters Score -1.22472e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -12247909.000000 Penalty: 5747.655273
	Iteration 15Q: 3 clusters Score -1.224791e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -12248534.000000 Penalty: 5747.655273
	Iteration 16Q: 3 clusters Score -1.224853e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -12249023.000000 Penalty: 5747.655273
	Iteration 17Q: 3 clusters Score -1.224902e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -12249346.000000 Penalty: 5747.655273
	Iteration 18Q: 3 clusters Score -1.224935e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -12249694.000000 Penalty: 5747.655273
	Iteration 19Q: 3 clusters Score -1.224969e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -12250075.000000 Penalty: 5747.655273
	Iteration 20F: 3 clusters Score -1.225008e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12250378.000000 Penalty: 5747.655273
	Iteration 21Q: 3 clusters Score -1.225038e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -12250719.000000 Penalty: 5747.655273
	Iteration 22Q: 3 clusters Score -1.225072e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -12250978.000000 Penalty: 5747.655273
	Iteration 23Q: 3 clusters Score -1.225098e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -12251279.000000 Penalty: 5747.655273
	Iteration 24Q: 3 clusters Score -1.225128e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -12251513.000000 Penalty: 5747.655273
	Iteration 25Q: 3 clusters Score -1.225151e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -12251866.000000 Penalty: 5747.655273
	Iteration 26Q: 3 clusters Score -1.225187e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -12252252.000000 Penalty: 5747.655273
	Iteration 27Q: 3 clusters Score -1.225225e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -12252695.000000 Penalty: 5747.655273
	Iteration 28Q: 3 clusters Score -1.22527e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -12253466.000000 Penalty: 5747.655273
	Iteration 29Q: 3 clusters Score -1.225347e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -12254421.000000 Penalty: 5747.655273
	Iteration 30Q: 3 clusters Score -1.225442e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -12255564.000000 Penalty: 5747.655273
	Iteration 31Q: 3 clusters Score -1.225556e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -12256675.000000 Penalty: 5747.655273
	Iteration 32Q: 3 clusters Score -1.225668e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -12257561.000000 Penalty: 5747.655273
	Iteration 33Q: 3 clusters Score -1.225756e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -12258116.000000 Penalty: 5747.655273
	Iteration 34Q: 3 clusters Score -1.225812e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -12258466.000000 Penalty: 5747.655273
	Iteration 35Q: 3 clusters Score -1.225847e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -12258660.000000 Penalty: 5747.655273
	Iteration 36Q: 3 clusters Score -1.225866e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -12258888.000000 Penalty: 5747.655273
	Iteration 37Q: 3 clusters Score -1.225889e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -12258974.000000 Penalty: 5747.655273
	Iteration 38Q: 3 clusters Score -1.225897e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -12259062.000000 Penalty: 5747.655273
	Iteration 39Q: 3 clusters Score -1.225906e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -12259183.000000 Penalty: 5747.655273
	Iteration 40F: 3 clusters Score -1.225918e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -12259243.000000 Penalty: 5747.655273
	Iteration 41Q: 3 clusters Score -1.225924e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -12259320.000000 Penalty: 5747.655273
	Iteration 42Q: 3 clusters Score -1.225932e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -12259370.000000 Penalty: 5747.655273
	Iteration 43Q: 3 clusters Score -1.225937e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -12259397.000000 Penalty: 5747.655273
	Iteration 44Q: 3 clusters Score -1.22594e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -12259426.000000 Penalty: 5747.655273
	Iteration 45Q: 3 clusters Score -1.225943e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -12259447.000000 Penalty: 5747.655273
	Iteration 46Q: 3 clusters Score -1.225945e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94378 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -12259477.000000 Penalty: 5747.655273
	Iteration 47Q: 3 clusters Score -1.225948e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -12259511.000000 Penalty: 5747.655273
	Iteration 48Q: 3 clusters Score -1.225951e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -12259514.000000 Penalty: 5747.655273
	Iteration 49Q: 3 clusters Score -1.225951e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -12259520.000000 Penalty: 5747.655273
	Iteration 50Q: 3 clusters Score -1.225952e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -12259551.000000 Penalty: 5747.655273
	Iteration 51Q: 3 clusters Score -1.225955e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -12259548.000000 Penalty: 5747.655273
	Iteration 52Q: 3 clusters Score -1.225955e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -12259568.000000 Penalty: 5747.655273
	Iteration 53Q: 3 clusters Score -1.225957e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -12259550.000000 Penalty: 5747.655273
	Iteration 54Q: 3 clusters Score -1.225955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -12259534.000000 Penalty: 5747.655273
	Iteration 55Q: 3 clusters Score -1.225953e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -12259522.000000 Penalty: 5747.655273
	Iteration 56Q: 3 clusters Score -1.225952e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -12259544.000000 Penalty: 5747.655273
	Iteration 57Q: 3 clusters Score -1.225954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -12259558.000000 Penalty: 5747.655273
	Iteration 58Q: 3 clusters Score -1.225956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -12259553.000000 Penalty: 5747.655273
	Iteration 59Q: 3 clusters Score -1.225955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -12259574.000000 Penalty: 5747.655273
	Iteration 60F: 3 clusters Score -1.225957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -12259587.000000 Penalty: 5747.655273
	Iteration 61Q: 3 clusters Score -1.225959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -12259572.000000 Penalty: 5747.655273
	Iteration 62Q: 3 clusters Score -1.225957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -12259595.000000 Penalty: 5747.655273
	Iteration 63Q: 3 clusters Score -1.22596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -12259590.000000 Penalty: 5747.655273
	Iteration 64Q: 3 clusters Score -1.225959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -12259592.000000 Penalty: 5747.655273
	Iteration 65Q: 3 clusters Score -1.225959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -12259593.000000 Penalty: 5747.655273
	Iteration 66Q: 3 clusters Score -1.225959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -12259565.000000 Penalty: 5747.655273
	Iteration 67Q: 3 clusters Score -1.225956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -12259577.000000 Penalty: 5747.655273
	Iteration 68Q: 3 clusters Score -1.225958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -12259598.000000 Penalty: 5747.655273
	Iteration 69Q: 3 clusters Score -1.22596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -12259590.000000 Penalty: 5747.655273
	Iteration 70Q: 3 clusters Score -1.225959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -12259585.000000 Penalty: 5747.655273
	Iteration 71Q: 3 clusters Score -1.225958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -12259590.000000 Penalty: 5747.655273
	Iteration 72Q: 3 clusters Score -1.225959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -12259582.000000 Penalty: 5747.655273
	Iteration 73Q: 3 clusters Score -1.225958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -12259589.000000 Penalty: 5747.655273
	Iteration 74Q: 3 clusters Score -1.225959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -12259588.000000 Penalty: 5747.655273
	Iteration 75Q: 3 clusters Score -1.225959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -12259596.000000 Penalty: 5747.655273
	Iteration 76Q: 3 clusters Score -1.22596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -12259587.000000 Penalty: 5747.655273
	Iteration 77Q: 3 clusters Score -1.225959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -12259595.000000 Penalty: 5747.655273
	Iteration 78Q: 3 clusters Score -1.22596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -12259597.000000 Penalty: 5747.655273
	Iteration 79Q: 3 clusters Score -1.22596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -12259607.000000 Penalty: 5747.655273
	Iteration 80F: 3 clusters Score -1.225961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -12259603.000000 Penalty: 5747.655273
	Iteration 81Q: 3 clusters Score -1.22596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -12259603.000000 Penalty: 5747.655273
	Iteration 82Q: 3 clusters Score -1.22596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -12259601.000000 Penalty: 5747.655273
	Iteration 83Q: 3 clusters Score -1.22596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -12259614.000000 Penalty: 5747.655273
	Iteration 84Q: 3 clusters Score -1.225961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -12259610.000000 Penalty: 5747.655273
	Iteration 85Q: 3 clusters Score -1.225961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -12259612.000000 Penalty: 5747.655273
	Iteration 86Q: 3 clusters Score -1.225961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -12259601.000000 Penalty: 5747.655273
	Iteration 87Q: 3 clusters Score -1.22596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -12259605.000000 Penalty: 5747.655273
	Iteration 88Q: 3 clusters Score -1.22596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -12259600.000000 Penalty: 5747.655273
	Iteration 89Q: 3 clusters Score -1.22596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -12259598.000000 Penalty: 5747.655273
	Iteration 90Q: 3 clusters Score -1.22596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -12259601.000000 Penalty: 5747.655273
	Iteration 91Q: 3 clusters Score -1.22596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -12259601.000000 Penalty: 5747.655273
	Iteration 92F: 3 clusters Score -1.22596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 95913 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 50928 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2479 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29858 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3108 members 
Mstep: Class 72 contains 5595 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6441 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28341 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10316 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 11885 members 
Entering Unmasked Estep 
Score: -212289120.000000 Penalty: 380867.500000
Splitting cluster 3 changes total score from -212289248.000000 to -212289120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -456380.750000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -456380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -452494.875000 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -452494.9 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -453471.906250 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -453471.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -453774.937500 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -453774.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -454040.218750 Penalty: 4125.005859
	Iteration 3F: 3 clusters Score -454040.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454248.156250 Penalty: 4125.005859
	Iteration 4F: 3 clusters Score -454248.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -454398.125000 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -454398.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -454507.312500 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -454507.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -454578.781250 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -454578.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -454625.875000 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -454625.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -454656.812500 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -454656.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -454677.718750 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -454677.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -454689.062500 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -454689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -454695.343750 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -454695.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -454700.843750 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -454700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -454704.937500 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -454704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -454708.375000 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -454708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -454709.218750 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -454709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -454710.843750 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -454710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -454711.625000 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -454711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -454713.500000 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -454713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -454716.187500 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -454716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -454718.656250 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -454718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -454719.343750 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -454719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -454720.218750 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -454720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -454720.562500 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -454720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454723.218750 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -454723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454725.312500 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -454725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454725.593750 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -454725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -454725.468750 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -454725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454726.937500 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -454726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -454726.906250 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -454726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -454727.968750 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -454728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -454731.593750 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -454731.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -454734.750000 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -454734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -454737.875000 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -454737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -454738.875000 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -454738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454741.000000 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -454741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -454741.531250 Penalty: 4125.005859
	Iteration 37Q: 3 clusters Score -454741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -454742.093750 Penalty: 4125.005859
	Iteration 38Q: 3 clusters Score -454742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -454742.093750 Penalty: 4125.005859
	Iteration 39F: 3 clusters Score -454742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Entering Unmasked Estep 
Score: -626249.125000 Penalty: 2156.485840
	Iteration 0F: 2 clusters Score -626249.1 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 2886 members 
Entering Unmasked Estep 
Score: -621139.687500 Penalty: 4312.971680
	Iteration 0F: 3 clusters Score -621139.7 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -622573.062500 Penalty: 4312.971680
	Iteration 1F: 3 clusters Score -622573.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -622963.812500 Penalty: 4312.971680
	Iteration 2F: 3 clusters Score -622963.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -623330.250000 Penalty: 4312.971680
	Iteration 3F: 3 clusters Score -623330.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -623725.625000 Penalty: 4312.971680
	Iteration 4F: 3 clusters Score -623725.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -624049.000000 Penalty: 4312.971680
	Iteration 5F: 3 clusters Score -624049 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -624294.125000 Penalty: 4312.971680
	Iteration 6Q: 3 clusters Score -624294.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -624475.500000 Penalty: 4312.971680
	Iteration 7Q: 3 clusters Score -624475.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -624585.312500 Penalty: 4312.971680
	Iteration 8Q: 3 clusters Score -624585.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -624656.687500 Penalty: 4312.971680
	Iteration 9Q: 3 clusters Score -624656.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -624702.875000 Penalty: 4312.971680
	Iteration 10Q: 3 clusters Score -624702.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -624737.000000 Penalty: 4312.971680
	Iteration 11Q: 3 clusters Score -624737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -624771.562500 Penalty: 4312.971680
	Iteration 12Q: 3 clusters Score -624771.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -624807.062500 Penalty: 4312.971680
	Iteration 13Q: 3 clusters Score -624807.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -624830.625000 Penalty: 4312.971680
	Iteration 14Q: 3 clusters Score -624830.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -624851.625000 Penalty: 4312.971680
	Iteration 15Q: 3 clusters Score -624851.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -624871.375000 Penalty: 4312.971680
	Iteration 16Q: 3 clusters Score -624871.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -624887.562500 Penalty: 4312.971680
	Iteration 17Q: 3 clusters Score -624887.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -624904.812500 Penalty: 4312.971680
	Iteration 18Q: 3 clusters Score -624904.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -624914.875000 Penalty: 4312.971680
	Iteration 19Q: 3 clusters Score -624914.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -624920.937500 Penalty: 4312.971680
	Iteration 20F: 3 clusters Score -624920.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -624928.125000 Penalty: 4312.971680
	Iteration 21Q: 3 clusters Score -624928.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -624935.937500 Penalty: 4312.971680
	Iteration 22Q: 3 clusters Score -624935.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -624942.937500 Penalty: 4312.971680
	Iteration 23Q: 3 clusters Score -624942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -624949.625000 Penalty: 4312.971680
	Iteration 24Q: 3 clusters Score -624949.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -624951.562500 Penalty: 4312.971680
	Iteration 25Q: 3 clusters Score -624951.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -624954.625000 Penalty: 4312.971680
	Iteration 26Q: 3 clusters Score -624954.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -624956.437500 Penalty: 4312.971680
	Iteration 27Q: 3 clusters Score -624956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -624956.937500 Penalty: 4312.971680
	Iteration 28Q: 3 clusters Score -624956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -624960.187500 Penalty: 4312.971680
	Iteration 29Q: 3 clusters Score -624960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -624962.937500 Penalty: 4312.971680
	Iteration 30Q: 3 clusters Score -624962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -624964.250000 Penalty: 4312.971680
	Iteration 31Q: 3 clusters Score -624964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -624965.687500 Penalty: 4312.971680
	Iteration 32Q: 3 clusters Score -624965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -624966.125000 Penalty: 4312.971680
	Iteration 33Q: 3 clusters Score -624966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -624967.062500 Penalty: 4312.971680
	Iteration 34Q: 3 clusters Score -624967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -624967.875000 Penalty: 4312.971680
	Iteration 35Q: 3 clusters Score -624967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -624967.562500 Penalty: 4312.971680
	Iteration 36Q: 3 clusters Score -624967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -624967.562500 Penalty: 4312.971680
	Iteration 37F: 3 clusters Score -624967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -89186.906250 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -89186.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87388.109375 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -87388.11 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87673.632812 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -87673.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87795.140625 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -87795.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87908.296875 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -87908.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88163.328125 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -88163.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88308.367188 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -88308.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88387.710938 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -88387.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88457.023438 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -88457.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88499.015625 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -88499.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88539.062500 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -88539.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88568.851562 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -88568.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88601.000000 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -88601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88625.445312 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -88625.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88650.359375 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -88650.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88673.937500 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -88673.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88685.445312 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -88685.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88698.312500 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -88698.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88705.164062 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -88705.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88708.429688 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -88708.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88711.093750 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -88711.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88712.328125 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -88712.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88716.976562 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -88716.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88720.289062 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -88720.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88723.195312 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -88723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88727.039062 Penalty: 3337.399902
	Iteration 24Q: 3 clusters Score -88727.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88727.867188 Penalty: 3337.399902
	Iteration 25Q: 3 clusters Score -88727.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88727.867188 Penalty: 3337.399902
	Iteration 26F: 3 clusters Score -88727.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Entering Unmasked Estep 
Score: -524371.875000 Penalty: 2096.284912
	Iteration 0F: 2 clusters Score -524371.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -520069.093750 Penalty: 4192.569824
	Iteration 0F: 3 clusters Score -520069.1 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -521062.062500 Penalty: 4192.569824
	Iteration 1F: 3 clusters Score -521062.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -521240.343750 Penalty: 4192.569824
	Iteration 2F: 3 clusters Score -521240.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -521369.093750 Penalty: 4192.569824
	Iteration 3Q: 3 clusters Score -521369.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -521467.156250 Penalty: 4192.569824
	Iteration 4Q: 3 clusters Score -521467.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -521546.593750 Penalty: 4192.569824
	Iteration 5Q: 3 clusters Score -521546.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -521613.687500 Penalty: 4192.569824
	Iteration 6Q: 3 clusters Score -521613.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -521663.125000 Penalty: 4192.569824
	Iteration 7Q: 3 clusters Score -521663.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -521701.687500 Penalty: 4192.569824
	Iteration 8Q: 3 clusters Score -521701.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -521734.968750 Penalty: 4192.569824
	Iteration 9Q: 3 clusters Score -521735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -521763.000000 Penalty: 4192.569824
	Iteration 10Q: 3 clusters Score -521763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -521791.156250 Penalty: 4192.569824
	Iteration 11Q: 3 clusters Score -521791.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -521821.000000 Penalty: 4192.569824
	Iteration 12Q: 3 clusters Score -521821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -521856.156250 Penalty: 4192.569824
	Iteration 13Q: 3 clusters Score -521856.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -521899.125000 Penalty: 4192.569824
	Iteration 14Q: 3 clusters Score -521899.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -521934.937500 Penalty: 4192.569824
	Iteration 15Q: 3 clusters Score -521934.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -521962.000000 Penalty: 4192.569824
	Iteration 16Q: 3 clusters Score -521962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -521991.000000 Penalty: 4192.569824
	Iteration 17Q: 3 clusters Score -521991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -522014.687500 Penalty: 4192.569824
	Iteration 18Q: 3 clusters Score -522014.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -522040.343750 Penalty: 4192.569824
	Iteration 19Q: 3 clusters Score -522040.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -522067.593750 Penalty: 4192.569824
	Iteration 20F: 3 clusters Score -522067.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -522091.093750 Penalty: 4192.569824
	Iteration 21Q: 3 clusters Score -522091.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -522107.500000 Penalty: 4192.569824
	Iteration 22Q: 3 clusters Score -522107.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -522126.000000 Penalty: 4192.569824
	Iteration 23Q: 3 clusters Score -522126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -522141.906250 Penalty: 4192.569824
	Iteration 24Q: 3 clusters Score -522141.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -522152.656250 Penalty: 4192.569824
	Iteration 25Q: 3 clusters Score -522152.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -522165.593750 Penalty: 4192.569824
	Iteration 26Q: 3 clusters Score -522165.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -522179.562500 Penalty: 4192.569824
	Iteration 27Q: 3 clusters Score -522179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -522195.875000 Penalty: 4192.569824
	Iteration 28Q: 3 clusters Score -522195.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -522212.812500 Penalty: 4192.569824
	Iteration 29Q: 3 clusters Score -522212.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -522228.437500 Penalty: 4192.569824
	Iteration 30Q: 3 clusters Score -522228.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -522244.093750 Penalty: 4192.569824
	Iteration 31Q: 3 clusters Score -522244.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -522262.593750 Penalty: 4192.569824
	Iteration 32Q: 3 clusters Score -522262.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -522279.937500 Penalty: 4192.569824
	Iteration 33Q: 3 clusters Score -522279.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -522298.250000 Penalty: 4192.569824
	Iteration 34Q: 3 clusters Score -522298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -522308.312500 Penalty: 4192.569824
	Iteration 35Q: 3 clusters Score -522308.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -522318.125000 Penalty: 4192.569824
	Iteration 36Q: 3 clusters Score -522318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -522327.156250 Penalty: 4192.569824
	Iteration 37Q: 3 clusters Score -522327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -522338.937500 Penalty: 4192.569824
	Iteration 38Q: 3 clusters Score -522338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -522346.687500 Penalty: 4192.569824
	Iteration 39Q: 3 clusters Score -522346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -522351.781250 Penalty: 4192.569824
	Iteration 40F: 3 clusters Score -522351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -522357.406250 Penalty: 4192.569824
	Iteration 41Q: 3 clusters Score -522357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -522363.468750 Penalty: 4192.569824
	Iteration 42Q: 3 clusters Score -522363.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -522367.187500 Penalty: 4192.569824
	Iteration 43Q: 3 clusters Score -522367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -522369.562500 Penalty: 4192.569824
	Iteration 44Q: 3 clusters Score -522369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -522374.406250 Penalty: 4192.569824
	Iteration 45Q: 3 clusters Score -522374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -522375.375000 Penalty: 4192.569824
	Iteration 46Q: 3 clusters Score -522375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -522377.187500 Penalty: 4192.569824
	Iteration 47Q: 3 clusters Score -522377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -522379.156250 Penalty: 4192.569824
	Iteration 48Q: 3 clusters Score -522379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -522379.781250 Penalty: 4192.569824
	Iteration 49Q: 3 clusters Score -522379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -522381.093750 Penalty: 4192.569824
	Iteration 50Q: 3 clusters Score -522381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -522381.812500 Penalty: 4192.569824
	Iteration 51Q: 3 clusters Score -522381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -522381.437500 Penalty: 4192.569824
	Iteration 52Q: 3 clusters Score -522381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -522381.437500 Penalty: 4192.569824
	Iteration 53F: 3 clusters Score -522381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Entering Unmasked Estep 
Score: -5802008.000000 Penalty: 2687.865723
	Iteration 0F: 2 clusters Score -5802008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5767521.500000 Penalty: 5375.731445
	Iteration 0F: 3 clusters Score -5767522 nChanged 23665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5780579.500000 Penalty: 5375.731445
	Iteration 1F: 3 clusters Score -5780580 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5781167.000000 Penalty: 5375.731445
	Iteration 2Q: 3 clusters Score -5781167 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5781745.000000 Penalty: 5375.731445
	Iteration 3Q: 3 clusters Score -5781745 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5782363.500000 Penalty: 5375.731445
	Iteration 4Q: 3 clusters Score -5782364 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -5783177.000000 Penalty: 5375.731445
	Iteration 5Q: 3 clusters Score -5783177 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5784180.000000 Penalty: 5375.731445
	Iteration 6Q: 3 clusters Score -5784180 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5785729.000000 Penalty: 5375.731445
	Iteration 7Q: 3 clusters Score -5785729 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -5787782.000000 Penalty: 5375.731445
	Iteration 8F: 3 clusters Score -5787782 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5790356.500000 Penalty: 5375.731445
	Iteration 9F: 3 clusters Score -5790356 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5793267.000000 Penalty: 5375.731445
	Iteration 10F: 3 clusters Score -5793267 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5795702.000000 Penalty: 5375.731445
	Iteration 11F: 3 clusters Score -5795702 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -5797400.500000 Penalty: 5375.731445
	Iteration 12Q: 3 clusters Score -5797400 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -5798519.000000 Penalty: 5375.731445
	Iteration 13Q: 3 clusters Score -5798519 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -5799086.500000 Penalty: 5375.731445
	Iteration 14Q: 3 clusters Score -5799086 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5799364.000000 Penalty: 5375.731445
	Iteration 15Q: 3 clusters Score -5799364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -5799511.500000 Penalty: 5375.731445
	Iteration 16Q: 3 clusters Score -5799512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -5799595.000000 Penalty: 5375.731445
	Iteration 17Q: 3 clusters Score -5799595 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -5799651.000000 Penalty: 5375.731445
	Iteration 18Q: 3 clusters Score -5799651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -5799691.000000 Penalty: 5375.731445
	Iteration 19Q: 3 clusters Score -5799691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -5799711.000000 Penalty: 5375.731445
	Iteration 20F: 3 clusters Score -5799711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -5799720.000000 Penalty: 5375.731445
	Iteration 21Q: 3 clusters Score -5799720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -5799732.500000 Penalty: 5375.731445
	Iteration 22Q: 3 clusters Score -5799732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -5799742.500000 Penalty: 5375.731445
	Iteration 23Q: 3 clusters Score -5799742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -5799743.500000 Penalty: 5375.731445
	Iteration 24Q: 3 clusters Score -5799744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -5799748.500000 Penalty: 5375.731445
	Iteration 25Q: 3 clusters Score -5799748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -5799757.000000 Penalty: 5375.731445
	Iteration 26Q: 3 clusters Score -5799757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -5799760.500000 Penalty: 5375.731445
	Iteration 27Q: 3 clusters Score -5799760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -5799767.000000 Penalty: 5375.731445
	Iteration 28Q: 3 clusters Score -5799767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -5799770.500000 Penalty: 5375.731445
	Iteration 29Q: 3 clusters Score -5799770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -5799769.000000 Penalty: 5375.731445
	Iteration 30Q: 3 clusters Score -5799769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -5799770.500000 Penalty: 5375.731445
	Iteration 31Q: 3 clusters Score -5799770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -5799772.500000 Penalty: 5375.731445
	Iteration 32Q: 3 clusters Score -5799772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5799776.500000 Penalty: 5375.731445
	Iteration 33Q: 3 clusters Score -5799776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -5799772.500000 Penalty: 5375.731445
	Iteration 34Q: 3 clusters Score -5799772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -5799773.000000 Penalty: 5375.731445
	Iteration 35Q: 3 clusters Score -5799773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -5799777.000000 Penalty: 5375.731445
	Iteration 36Q: 3 clusters Score -5799777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -5799779.500000 Penalty: 5375.731445
	Iteration 37Q: 3 clusters Score -5799780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -5799781.000000 Penalty: 5375.731445
	Iteration 38Q: 3 clusters Score -5799781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -5799785.000000 Penalty: 5375.731445
	Iteration 39Q: 3 clusters Score -5799785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -5799784.500000 Penalty: 5375.731445
	Iteration 40F: 3 clusters Score -5799784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -5799787.000000 Penalty: 5375.731445
	Iteration 41Q: 3 clusters Score -5799787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -5799790.000000 Penalty: 5375.731445
	Iteration 42Q: 3 clusters Score -5799790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -5799790.000000 Penalty: 5375.731445
	Iteration 43Q: 3 clusters Score -5799790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -5799791.500000 Penalty: 5375.731445
	Iteration 44Q: 3 clusters Score -5799792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -5799791.500000 Penalty: 5375.731445
	Iteration 45F: 3 clusters Score -5799792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Entering Unmasked Estep 
Score: -1950438.625000 Penalty: 2440.574707
	Iteration 0F: 2 clusters Score -1950439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1937101.750000 Penalty: 4881.149414
	Iteration 0F: 3 clusters Score -1937102 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1942322.625000 Penalty: 4881.149414
	Iteration 1F: 3 clusters Score -1942323 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1943778.875000 Penalty: 4881.149414
	Iteration 2F: 3 clusters Score -1943779 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1945102.875000 Penalty: 4881.149414
	Iteration 3F: 3 clusters Score -1945103 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1946113.000000 Penalty: 4881.149414
	Iteration 4F: 3 clusters Score -1946113 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1946789.375000 Penalty: 4881.149414
	Iteration 5F: 3 clusters Score -1946789 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1947206.375000 Penalty: 4881.149414
	Iteration 6Q: 3 clusters Score -1947206 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1947461.250000 Penalty: 4881.149414
	Iteration 7Q: 3 clusters Score -1947461 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1947620.875000 Penalty: 4881.149414
	Iteration 8Q: 3 clusters Score -1947621 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1947746.875000 Penalty: 4881.149414
	Iteration 9Q: 3 clusters Score -1947747 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1947827.750000 Penalty: 4881.149414
	Iteration 10Q: 3 clusters Score -1947828 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1947890.125000 Penalty: 4881.149414
	Iteration 11Q: 3 clusters Score -1947890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1947945.625000 Penalty: 4881.149414
	Iteration 12Q: 3 clusters Score -1947946 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1947988.000000 Penalty: 4881.149414
	Iteration 13Q: 3 clusters Score -1947988 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1948027.625000 Penalty: 4881.149414
	Iteration 14Q: 3 clusters Score -1948028 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1948077.875000 Penalty: 4881.149414
	Iteration 15Q: 3 clusters Score -1948078 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1948133.375000 Penalty: 4881.149414
	Iteration 16Q: 3 clusters Score -1948133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1948189.250000 Penalty: 4881.149414
	Iteration 17Q: 3 clusters Score -1948189 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1948260.375000 Penalty: 4881.149414
	Iteration 18Q: 3 clusters Score -1948260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1948310.750000 Penalty: 4881.149414
	Iteration 19Q: 3 clusters Score -1948311 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1948365.625000 Penalty: 4881.149414
	Iteration 20F: 3 clusters Score -1948366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1948418.625000 Penalty: 4881.149414
	Iteration 21Q: 3 clusters Score -1948419 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1948452.000000 Penalty: 4881.149414
	Iteration 22Q: 3 clusters Score -1948452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1948501.750000 Penalty: 4881.149414
	Iteration 23Q: 3 clusters Score -1948502 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1948540.000000 Penalty: 4881.149414
	Iteration 24Q: 3 clusters Score -1948540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1948583.625000 Penalty: 4881.149414
	Iteration 25Q: 3 clusters Score -1948584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1948620.125000 Penalty: 4881.149414
	Iteration 26Q: 3 clusters Score -1948620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1948674.375000 Penalty: 4881.149414
	Iteration 27Q: 3 clusters Score -1948674 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1948720.875000 Penalty: 4881.149414
	Iteration 28Q: 3 clusters Score -1948721 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1948763.875000 Penalty: 4881.149414
	Iteration 29Q: 3 clusters Score -1948764 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1948824.250000 Penalty: 4881.149414
	Iteration 30Q: 3 clusters Score -1948824 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1948880.375000 Penalty: 4881.149414
	Iteration 31Q: 3 clusters Score -1948880 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1948928.250000 Penalty: 4881.149414
	Iteration 32Q: 3 clusters Score -1948928 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1948971.125000 Penalty: 4881.149414
	Iteration 33Q: 3 clusters Score -1948971 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1949005.000000 Penalty: 4881.149414
	Iteration 34Q: 3 clusters Score -1949005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1949039.250000 Penalty: 4881.149414
	Iteration 35Q: 3 clusters Score -1949039 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1949061.250000 Penalty: 4881.149414
	Iteration 36Q: 3 clusters Score -1949061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1949085.125000 Penalty: 4881.149414
	Iteration 37Q: 3 clusters Score -1949085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1949110.250000 Penalty: 4881.149414
	Iteration 38Q: 3 clusters Score -1949110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1949124.875000 Penalty: 4881.149414
	Iteration 39Q: 3 clusters Score -1949125 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1949140.250000 Penalty: 4881.149414
	Iteration 40F: 3 clusters Score -1949140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1949155.500000 Penalty: 4881.149414
	Iteration 41Q: 3 clusters Score -1949156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1949169.750000 Penalty: 4881.149414
	Iteration 42Q: 3 clusters Score -1949170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1949182.625000 Penalty: 4881.149414
	Iteration 43Q: 3 clusters Score -1949183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1949204.000000 Penalty: 4881.149414
	Iteration 44Q: 3 clusters Score -1949204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1949217.000000 Penalty: 4881.149414
	Iteration 45Q: 3 clusters Score -1949217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1949230.875000 Penalty: 4881.149414
	Iteration 46Q: 3 clusters Score -1949231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1949241.125000 Penalty: 4881.149414
	Iteration 47Q: 3 clusters Score -1949241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1949253.125000 Penalty: 4881.149414
	Iteration 48Q: 3 clusters Score -1949253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1949268.750000 Penalty: 4881.149414
	Iteration 49Q: 3 clusters Score -1949269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1949275.375000 Penalty: 4881.149414
	Iteration 50Q: 3 clusters Score -1949275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1949282.750000 Penalty: 4881.149414
	Iteration 51Q: 3 clusters Score -1949283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1949298.375000 Penalty: 4881.149414
	Iteration 52Q: 3 clusters Score -1949298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1949318.000000 Penalty: 4881.149414
	Iteration 53Q: 3 clusters Score -1949318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1949329.250000 Penalty: 4881.149414
	Iteration 54Q: 3 clusters Score -1949329 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1949339.500000 Penalty: 4881.149414
	Iteration 55Q: 3 clusters Score -1949340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1949351.500000 Penalty: 4881.149414
	Iteration 56Q: 3 clusters Score -1949352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1949370.500000 Penalty: 4881.149414
	Iteration 57Q: 3 clusters Score -1949370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1949377.375000 Penalty: 4881.149414
	Iteration 58Q: 3 clusters Score -1949377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1949386.625000 Penalty: 4881.149414
	Iteration 59Q: 3 clusters Score -1949387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1949386.625000 Penalty: 4881.149414
	Iteration 60F: 3 clusters Score -1949387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1949393.750000 Penalty: 4881.149414
	Iteration 61Q: 3 clusters Score -1949394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1949396.875000 Penalty: 4881.149414
	Iteration 62Q: 3 clusters Score -1949397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1949399.500000 Penalty: 4881.149414
	Iteration 63Q: 3 clusters Score -1949400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1949399.750000 Penalty: 4881.149414
	Iteration 64Q: 3 clusters Score -1949400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1949399.250000 Penalty: 4881.149414
	Iteration 65Q: 3 clusters Score -1949399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1949406.500000 Penalty: 4881.149414
	Iteration 66Q: 3 clusters Score -1949406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1949406.125000 Penalty: 4881.149414
	Iteration 67Q: 3 clusters Score -1949406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1949407.250000 Penalty: 4881.149414
	Iteration 68Q: 3 clusters Score -1949407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1949405.250000 Penalty: 4881.149414
	Iteration 69Q: 3 clusters Score -1949405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1949405.250000 Penalty: 4881.149414
	Iteration 70F: 3 clusters Score -1949405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -572317.812500 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -572317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -567777.062500 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -567777.1 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -568874.812500 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -568874.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -569182.812500 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -569182.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -569396.000000 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -569396 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -569576.312500 Penalty: 4232.693848
	Iteration 4F: 3 clusters Score -569576.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -569750.250000 Penalty: 4232.693848
	Iteration 5Q: 3 clusters Score -569750.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -569900.187500 Penalty: 4232.693848
	Iteration 6Q: 3 clusters Score -569900.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -570056.812500 Penalty: 4232.693848
	Iteration 7Q: 3 clusters Score -570056.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -570265.937500 Penalty: 4232.693848
	Iteration 8Q: 3 clusters Score -570265.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -570523.062500 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -570523.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -570805.625000 Penalty: 4232.693848
	Iteration 10F: 3 clusters Score -570805.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -571037.000000 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -571037 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -571220.750000 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -571220.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -571338.937500 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -571338.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -571435.125000 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -571435.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -571510.812500 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -571510.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -571570.250000 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -571570.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -571595.250000 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -571595.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -571616.812500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -571616.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -571633.187500 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -571633.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -571642.750000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -571642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -571651.062500 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -571651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -571660.125000 Penalty: 4232.693848
	Iteration 22Q: 3 clusters Score -571660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -571663.750000 Penalty: 4232.693848
	Iteration 23Q: 3 clusters Score -571663.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -571668.687500 Penalty: 4232.693848
	Iteration 24Q: 3 clusters Score -571668.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -571671.312500 Penalty: 4232.693848
	Iteration 25Q: 3 clusters Score -571671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -571674.812500 Penalty: 4232.693848
	Iteration 26Q: 3 clusters Score -571674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -571676.125000 Penalty: 4232.693848
	Iteration 27Q: 3 clusters Score -571676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -571677.250000 Penalty: 4232.693848
	Iteration 28Q: 3 clusters Score -571677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -571676.937500 Penalty: 4232.693848
	Iteration 29Q: 3 clusters Score -571676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -571678.875000 Penalty: 4232.693848
	Iteration 30Q: 3 clusters Score -571678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -571680.937500 Penalty: 4232.693848
	Iteration 31Q: 3 clusters Score -571680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -571680.500000 Penalty: 4232.693848
	Iteration 32Q: 3 clusters Score -571680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -571680.500000 Penalty: 4232.693848
	Iteration 33F: 3 clusters Score -571680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Entering Unmasked Estep 
Score: -2832675.250000 Penalty: 2509.442627
	Iteration 0F: 2 clusters Score -2832675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2815334.500000 Penalty: 5018.885254
	Iteration 0F: 3 clusters Score -2815334 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2821306.250000 Penalty: 5018.885254
	Iteration 1F: 3 clusters Score -2821306 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2821902.750000 Penalty: 5018.885254
	Iteration 2F: 3 clusters Score -2821903 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2822530.750000 Penalty: 5018.885254
	Iteration 3F: 3 clusters Score -2822531 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2823260.000000 Penalty: 5018.885254
	Iteration 4F: 3 clusters Score -2823260 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2824240.250000 Penalty: 5018.885254
	Iteration 5F: 3 clusters Score -2824240 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2825525.750000 Penalty: 5018.885254
	Iteration 6F: 3 clusters Score -2825526 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2826929.250000 Penalty: 5018.885254
	Iteration 7F: 3 clusters Score -2826929 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2828072.750000 Penalty: 5018.885254
	Iteration 8F: 3 clusters Score -2828073 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2828762.500000 Penalty: 5018.885254
	Iteration 9Q: 3 clusters Score -2828762 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2829176.750000 Penalty: 5018.885254
	Iteration 10Q: 3 clusters Score -2829177 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2829437.750000 Penalty: 5018.885254
	Iteration 11Q: 3 clusters Score -2829438 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2829586.750000 Penalty: 5018.885254
	Iteration 12Q: 3 clusters Score -2829587 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2829694.750000 Penalty: 5018.885254
	Iteration 13Q: 3 clusters Score -2829695 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2829766.750000 Penalty: 5018.885254
	Iteration 14Q: 3 clusters Score -2829767 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2829810.750000 Penalty: 5018.885254
	Iteration 15Q: 3 clusters Score -2829811 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2829860.750000 Penalty: 5018.885254
	Iteration 16Q: 3 clusters Score -2829861 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2829919.750000 Penalty: 5018.885254
	Iteration 17Q: 3 clusters Score -2829920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2829972.750000 Penalty: 5018.885254
	Iteration 18Q: 3 clusters Score -2829973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2830023.750000 Penalty: 5018.885254
	Iteration 19Q: 3 clusters Score -2830024 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2830080.000000 Penalty: 5018.885254
	Iteration 20F: 3 clusters Score -2830080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2830150.000000 Penalty: 5018.885254
	Iteration 21Q: 3 clusters Score -2830150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2830215.500000 Penalty: 5018.885254
	Iteration 22Q: 3 clusters Score -2830216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2830287.000000 Penalty: 5018.885254
	Iteration 23Q: 3 clusters Score -2830287 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2830314.250000 Penalty: 5018.885254
	Iteration 24Q: 3 clusters Score -2830314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2830371.250000 Penalty: 5018.885254
	Iteration 25Q: 3 clusters Score -2830371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2830391.250000 Penalty: 5018.885254
	Iteration 26Q: 3 clusters Score -2830391 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2830430.500000 Penalty: 5018.885254
	Iteration 27Q: 3 clusters Score -2830430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2830459.000000 Penalty: 5018.885254
	Iteration 28Q: 3 clusters Score -2830459 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2830476.750000 Penalty: 5018.885254
	Iteration 29Q: 3 clusters Score -2830477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2830491.000000 Penalty: 5018.885254
	Iteration 30Q: 3 clusters Score -2830491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2830499.250000 Penalty: 5018.885254
	Iteration 31Q: 3 clusters Score -2830499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2830501.500000 Penalty: 5018.885254
	Iteration 32Q: 3 clusters Score -2830502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2830502.000000 Penalty: 5018.885254
	Iteration 33Q: 3 clusters Score -2830502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2830509.250000 Penalty: 5018.885254
	Iteration 34Q: 3 clusters Score -2830509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2830521.000000 Penalty: 5018.885254
	Iteration 35Q: 3 clusters Score -2830521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2830531.500000 Penalty: 5018.885254
	Iteration 36Q: 3 clusters Score -2830532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2830534.250000 Penalty: 5018.885254
	Iteration 37Q: 3 clusters Score -2830534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2830539.000000 Penalty: 5018.885254
	Iteration 38Q: 3 clusters Score -2830539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2830537.750000 Penalty: 5018.885254
	Iteration 39Q: 3 clusters Score -2830538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2830540.500000 Penalty: 5018.885254
	Iteration 40F: 3 clusters Score -2830540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2830551.000000 Penalty: 5018.885254
	Iteration 41Q: 3 clusters Score -2830551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2830556.000000 Penalty: 5018.885254
	Iteration 42Q: 3 clusters Score -2830556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2830556.250000 Penalty: 5018.885254
	Iteration 43Q: 3 clusters Score -2830556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2830551.750000 Penalty: 5018.885254
	Iteration 44Q: 3 clusters Score -2830552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2830552.500000 Penalty: 5018.885254
	Iteration 45Q: 3 clusters Score -2830552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2830559.250000 Penalty: 5018.885254
	Iteration 46Q: 3 clusters Score -2830559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2830560.250000 Penalty: 5018.885254
	Iteration 47Q: 3 clusters Score -2830560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2830558.500000 Penalty: 5018.885254
	Iteration 48Q: 3 clusters Score -2830558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2830560.500000 Penalty: 5018.885254
	Iteration 49Q: 3 clusters Score -2830560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2830574.750000 Penalty: 5018.885254
	Iteration 50Q: 3 clusters Score -2830575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2830568.000000 Penalty: 5018.885254
	Iteration 51Q: 3 clusters Score -2830568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2830566.250000 Penalty: 5018.885254
	Iteration 52Q: 3 clusters Score -2830566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2830566.250000 Penalty: 5018.885254
	Iteration 53Q: 3 clusters Score -2830566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2830572.500000 Penalty: 5018.885254
	Iteration 54Q: 3 clusters Score -2830572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2830580.750000 Penalty: 5018.885254
	Iteration 55Q: 3 clusters Score -2830581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2830578.500000 Penalty: 5018.885254
	Iteration 56Q: 3 clusters Score -2830578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2830594.500000 Penalty: 5018.885254
	Iteration 57Q: 3 clusters Score -2830594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2830588.500000 Penalty: 5018.885254
	Iteration 58Q: 3 clusters Score -2830588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2830591.750000 Penalty: 5018.885254
	Iteration 59Q: 3 clusters Score -2830592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2830592.500000 Penalty: 5018.885254
	Iteration 60F: 3 clusters Score -2830592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2830596.000000 Penalty: 5018.885254
	Iteration 61Q: 3 clusters Score -2830596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2830601.000000 Penalty: 5018.885254
	Iteration 62Q: 3 clusters Score -2830601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2830601.750000 Penalty: 5018.885254
	Iteration 63Q: 3 clusters Score -2830602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2830612.500000 Penalty: 5018.885254
	Iteration 64Q: 3 clusters Score -2830612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2830609.250000 Penalty: 5018.885254
	Iteration 65Q: 3 clusters Score -2830609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2830608.750000 Penalty: 5018.885254
	Iteration 66Q: 3 clusters Score -2830609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2830612.750000 Penalty: 5018.885254
	Iteration 67Q: 3 clusters Score -2830613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2830611.500000 Penalty: 5018.885254
	Iteration 68Q: 3 clusters Score -2830612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2830612.250000 Penalty: 5018.885254
	Iteration 69Q: 3 clusters Score -2830612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2830610.000000 Penalty: 5018.885254
	Iteration 70Q: 3 clusters Score -2830610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2830613.000000 Penalty: 5018.885254
	Iteration 71Q: 3 clusters Score -2830613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2830612.750000 Penalty: 5018.885254
	Iteration 72Q: 3 clusters Score -2830613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2830616.000000 Penalty: 5018.885254
	Iteration 73Q: 3 clusters Score -2830616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2830617.500000 Penalty: 5018.885254
	Iteration 74Q: 3 clusters Score -2830618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2830618.500000 Penalty: 5018.885254
	Iteration 75Q: 3 clusters Score -2830618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2830618.000000 Penalty: 5018.885254
	Iteration 76Q: 3 clusters Score -2830618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2830621.250000 Penalty: 5018.885254
	Iteration 77Q: 3 clusters Score -2830621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2830621.250000 Penalty: 5018.885254
	Iteration 78Q: 3 clusters Score -2830621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2830616.750000 Penalty: 5018.885254
	Iteration 79Q: 3 clusters Score -2830617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2830616.500000 Penalty: 5018.885254
	Iteration 80F: 3 clusters Score -2830616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2830618.750000 Penalty: 5018.885254
	Iteration 81Q: 3 clusters Score -2830619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2830618.750000 Penalty: 5018.885254
	Iteration 82F: 3 clusters Score -2830619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -449439.000000 Penalty: 2066.293213
	Iteration 0F: 2 clusters Score -449439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -445466.218750 Penalty: 4132.586426
	Iteration 0F: 3 clusters Score -445466.2 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -446603.375000 Penalty: 4132.586426
	Iteration 1F: 3 clusters Score -446603.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -447133.843750 Penalty: 4132.586426
	Iteration 2F: 3 clusters Score -447133.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -447548.562500 Penalty: 4132.586426
	Iteration 3F: 3 clusters Score -447548.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -447833.406250 Penalty: 4132.586426
	Iteration 4F: 3 clusters Score -447833.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -448024.093750 Penalty: 4132.586426
	Iteration 5F: 3 clusters Score -448024.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -448163.250000 Penalty: 4132.586426
	Iteration 6Q: 3 clusters Score -448163.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -448251.593750 Penalty: 4132.586426
	Iteration 7Q: 3 clusters Score -448251.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -448302.093750 Penalty: 4132.586426
	Iteration 8Q: 3 clusters Score -448302.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -448338.375000 Penalty: 4132.586426
	Iteration 9Q: 3 clusters Score -448338.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -448360.187500 Penalty: 4132.586426
	Iteration 10Q: 3 clusters Score -448360.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -448379.187500 Penalty: 4132.586426
	Iteration 11Q: 3 clusters Score -448379.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -448390.093750 Penalty: 4132.586426
	Iteration 12Q: 3 clusters Score -448390.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -448398.187500 Penalty: 4132.586426
	Iteration 13Q: 3 clusters Score -448398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -448404.531250 Penalty: 4132.586426
	Iteration 14Q: 3 clusters Score -448404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -448408.718750 Penalty: 4132.586426
	Iteration 15Q: 3 clusters Score -448408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -448415.312500 Penalty: 4132.586426
	Iteration 16Q: 3 clusters Score -448415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -448420.750000 Penalty: 4132.586426
	Iteration 17Q: 3 clusters Score -448420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -448426.593750 Penalty: 4132.586426
	Iteration 18Q: 3 clusters Score -448426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -448429.531250 Penalty: 4132.586426
	Iteration 19Q: 3 clusters Score -448429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -448432.781250 Penalty: 4132.586426
	Iteration 20F: 3 clusters Score -448432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -448435.031250 Penalty: 4132.586426
	Iteration 21Q: 3 clusters Score -448435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -448436.906250 Penalty: 4132.586426
	Iteration 22Q: 3 clusters Score -448436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -448437.656250 Penalty: 4132.586426
	Iteration 23Q: 3 clusters Score -448437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -448437.625000 Penalty: 4132.586426
	Iteration 24Q: 3 clusters Score -448437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -448437.843750 Penalty: 4132.586426
	Iteration 25Q: 3 clusters Score -448437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -448438.625000 Penalty: 4132.586426
	Iteration 26Q: 3 clusters Score -448438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -448439.937500 Penalty: 4132.586426
	Iteration 27Q: 3 clusters Score -448439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -448439.937500 Penalty: 4132.586426
	Iteration 28F: 3 clusters Score -448439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -141008.265625 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -141008.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -138618.984375 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -138619 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -139154.953125 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -139155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -139398.671875 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -139398.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -139557.328125 Penalty: 3695.815674
	Iteration 3F: 3 clusters Score -139557.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -139686.000000 Penalty: 3695.815674
	Iteration 4F: 3 clusters Score -139686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139796.796875 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -139796.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -139901.265625 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -139901.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139986.750000 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -139986.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140045.515625 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -140045.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -140070.093750 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -140070.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140099.156250 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -140099.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140121.640625 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -140121.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140136.093750 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -140136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140149.781250 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -140149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140157.515625 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -140157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140166.437500 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -140166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140170.281250 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -140170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140172.671875 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -140172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140175.062500 Penalty: 3695.815674
	Iteration 18Q: 3 clusters Score -140175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140177.375000 Penalty: 3695.815674
	Iteration 19Q: 3 clusters Score -140177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140177.890625 Penalty: 3695.815674
	Iteration 20F: 3 clusters Score -140177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140178.921875 Penalty: 3695.815674
	Iteration 21Q: 3 clusters Score -140178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140179.781250 Penalty: 3695.815674
	Iteration 22Q: 3 clusters Score -140179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140182.046875 Penalty: 3695.815674
	Iteration 23Q: 3 clusters Score -140182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140183.859375 Penalty: 3695.815674
	Iteration 24Q: 3 clusters Score -140183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140186.953125 Penalty: 3695.815674
	Iteration 25Q: 3 clusters Score -140187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140189.421875 Penalty: 3695.815674
	Iteration 26Q: 3 clusters Score -140189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140191.812500 Penalty: 3695.815674
	Iteration 27Q: 3 clusters Score -140191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140193.484375 Penalty: 3695.815674
	Iteration 28Q: 3 clusters Score -140193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -140193.843750 Penalty: 3695.815674
	Iteration 29Q: 3 clusters Score -140193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -140193.843750 Penalty: 3695.815674
	Iteration 30F: 3 clusters Score -140193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -358352.500000 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -358352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -354576.062500 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -354576.1 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -355606.562500 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -355606.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -356052.468750 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -356052.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -356439.750000 Penalty: 4094.117188
	Iteration 3F: 3 clusters Score -356439.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -356718.562500 Penalty: 4094.117188
	Iteration 4F: 3 clusters Score -356718.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -356935.625000 Penalty: 4094.117188
	Iteration 5F: 3 clusters Score -356935.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -357089.000000 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -357089 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -357205.812500 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -357205.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -357288.281250 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -357288.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -357352.781250 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -357352.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -357418.656250 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -357418.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -357472.687500 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -357472.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -357509.531250 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -357509.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -357531.562500 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -357531.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -357545.281250 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -357545.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -357557.062500 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -357557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -357565.437500 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -357565.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -357570.812500 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -357570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -357575.468750 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -357575.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -357580.500000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -357580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -357585.000000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -357585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -357593.687500 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -357593.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -357597.750000 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -357597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -357602.437500 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -357602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -357604.812500 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -357604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -357606.812500 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -357606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -357608.437500 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -357608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -357611.156250 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -357611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -357615.500000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -357615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -357617.812500 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -357617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -357620.281250 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -357620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -357622.281250 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -357622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -357625.281250 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -357625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -357627.531250 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -357627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -357633.343750 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -357633.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -357635.406250 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -357635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -357637.531250 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -357637.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -357640.937500 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -357640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -357644.968750 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -357645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -357647.781250 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -357647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -357649.031250 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -357649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -357651.062500 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -357651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -357653.343750 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -357653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -357653.593750 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -357653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -357654.750000 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -357654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -357656.875000 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -357656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -357658.375000 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -357658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -357659.250000 Penalty: 4094.117188
	Iteration 47Q: 3 clusters Score -357659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -357660.750000 Penalty: 4094.117188
	Iteration 48Q: 3 clusters Score -357660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -357662.437500 Penalty: 4094.117188
	Iteration 49Q: 3 clusters Score -357662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -357662.437500 Penalty: 4094.117188
	Iteration 50F: 3 clusters Score -357662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Entering Unmasked Estep 
Score: -6645554.500000 Penalty: 2718.405518
	Iteration 0F: 2 clusters Score -6645554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -6606785.500000 Penalty: 5436.811035
	Iteration 0F: 3 clusters Score -6606786 nChanged 26764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -6621729.000000 Penalty: 5436.811035
	Iteration 1F: 3 clusters Score -6621729 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -6622314.500000 Penalty: 5436.811035
	Iteration 2Q: 3 clusters Score -6622314 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6622901.500000 Penalty: 5436.811035
	Iteration 3Q: 3 clusters Score -6622902 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -6623512.000000 Penalty: 5436.811035
	Iteration 4Q: 3 clusters Score -6623512 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6624276.500000 Penalty: 5436.811035
	Iteration 5Q: 3 clusters Score -6624276 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -6625318.500000 Penalty: 5436.811035
	Iteration 6Q: 3 clusters Score -6625318 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -6626817.500000 Penalty: 5436.811035
	Iteration 7Q: 3 clusters Score -6626818 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -6629005.500000 Penalty: 5436.811035
	Iteration 8F: 3 clusters Score -6629006 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -6631818.500000 Penalty: 5436.811035
	Iteration 9F: 3 clusters Score -6631818 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -6634578.000000 Penalty: 5436.811035
	Iteration 10F: 3 clusters Score -6634578 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -6636607.500000 Penalty: 5436.811035
	Iteration 11Q: 3 clusters Score -6636608 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -6637932.000000 Penalty: 5436.811035
	Iteration 12Q: 3 clusters Score -6637932 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6638724.500000 Penalty: 5436.811035
	Iteration 13Q: 3 clusters Score -6638724 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -6639242.500000 Penalty: 5436.811035
	Iteration 14Q: 3 clusters Score -6639242 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -6639691.500000 Penalty: 5436.811035
	Iteration 15Q: 3 clusters Score -6639692 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6640089.000000 Penalty: 5436.811035
	Iteration 16Q: 3 clusters Score -6640089 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6640409.000000 Penalty: 5436.811035
	Iteration 17Q: 3 clusters Score -6640409 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6640697.500000 Penalty: 5436.811035
	Iteration 18Q: 3 clusters Score -6640698 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -6641009.000000 Penalty: 5436.811035
	Iteration 19Q: 3 clusters Score -6641009 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6641272.500000 Penalty: 5436.811035
	Iteration 20F: 3 clusters Score -6641272 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -6641540.500000 Penalty: 5436.811035
	Iteration 21Q: 3 clusters Score -6641540 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -6641804.000000 Penalty: 5436.811035
	Iteration 22Q: 3 clusters Score -6641804 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -6642020.000000 Penalty: 5436.811035
	Iteration 23Q: 3 clusters Score -6642020 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6642240.000000 Penalty: 5436.811035
	Iteration 24Q: 3 clusters Score -6642240 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -6642385.000000 Penalty: 5436.811035
	Iteration 25Q: 3 clusters Score -6642385 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -6642507.000000 Penalty: 5436.811035
	Iteration 26Q: 3 clusters Score -6642507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -6642612.000000 Penalty: 5436.811035
	Iteration 27Q: 3 clusters Score -6642612 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -6642715.500000 Penalty: 5436.811035
	Iteration 28Q: 3 clusters Score -6642716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -6642811.000000 Penalty: 5436.811035
	Iteration 29Q: 3 clusters Score -6642811 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -6642873.500000 Penalty: 5436.811035
	Iteration 30Q: 3 clusters Score -6642874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -6642916.000000 Penalty: 5436.811035
	Iteration 31Q: 3 clusters Score -6642916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -6642945.000000 Penalty: 5436.811035
	Iteration 32Q: 3 clusters Score -6642945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -6642994.000000 Penalty: 5436.811035
	Iteration 33Q: 3 clusters Score -6642994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -6643039.000000 Penalty: 5436.811035
	Iteration 34Q: 3 clusters Score -6643039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -6643053.500000 Penalty: 5436.811035
	Iteration 35Q: 3 clusters Score -6643054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -6643073.500000 Penalty: 5436.811035
	Iteration 36Q: 3 clusters Score -6643074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -6643092.000000 Penalty: 5436.811035
	Iteration 37Q: 3 clusters Score -6643092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -6643106.000000 Penalty: 5436.811035
	Iteration 38Q: 3 clusters Score -6643106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -6643112.000000 Penalty: 5436.811035
	Iteration 39Q: 3 clusters Score -6643112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -6643123.500000 Penalty: 5436.811035
	Iteration 40F: 3 clusters Score -6643124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -6643128.000000 Penalty: 5436.811035
	Iteration 41Q: 3 clusters Score -6643128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -6643144.000000 Penalty: 5436.811035
	Iteration 42Q: 3 clusters Score -6643144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -6643150.000000 Penalty: 5436.811035
	Iteration 43Q: 3 clusters Score -6643150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -6643152.000000 Penalty: 5436.811035
	Iteration 44Q: 3 clusters Score -6643152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -6643162.000000 Penalty: 5436.811035
	Iteration 45Q: 3 clusters Score -6643162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -6643164.000000 Penalty: 5436.811035
	Iteration 46Q: 3 clusters Score -6643164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -6643183.000000 Penalty: 5436.811035
	Iteration 47Q: 3 clusters Score -6643183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -6643184.000000 Penalty: 5436.811035
	Iteration 48Q: 3 clusters Score -6643184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -6643179.500000 Penalty: 5436.811035
	Iteration 49Q: 3 clusters Score -6643180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -6643194.000000 Penalty: 5436.811035
	Iteration 50Q: 3 clusters Score -6643194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -6643196.500000 Penalty: 5436.811035
	Iteration 51Q: 3 clusters Score -6643196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -6643196.000000 Penalty: 5436.811035
	Iteration 52Q: 3 clusters Score -6643196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -6643196.500000 Penalty: 5436.811035
	Iteration 53Q: 3 clusters Score -6643196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -6643196.500000 Penalty: 5436.811035
	Iteration 54F: 3 clusters Score -6643196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Entering Unmasked Estep 
Score: -6048527.500000 Penalty: 2691.380859
	Iteration 0F: 2 clusters Score -6048528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6013724.000000 Penalty: 5382.761719
	Iteration 0F: 3 clusters Score -6013724 nChanged 23884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -6027045.500000 Penalty: 5382.761719
	Iteration 1F: 3 clusters Score -6027046 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6027557.500000 Penalty: 5382.761719
	Iteration 2Q: 3 clusters Score -6027558 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6028087.500000 Penalty: 5382.761719
	Iteration 3Q: 3 clusters Score -6028088 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -6028812.500000 Penalty: 5382.761719
	Iteration 4Q: 3 clusters Score -6028812 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6029709.500000 Penalty: 5382.761719
	Iteration 5Q: 3 clusters Score -6029710 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -6030832.000000 Penalty: 5382.761719
	Iteration 6Q: 3 clusters Score -6030832 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -6032144.500000 Penalty: 5382.761719
	Iteration 7F: 3 clusters Score -6032144 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -6033678.500000 Penalty: 5382.761719
	Iteration 8F: 3 clusters Score -6033678 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6035221.000000 Penalty: 5382.761719
	Iteration 9F: 3 clusters Score -6035221 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -6036705.500000 Penalty: 5382.761719
	Iteration 10F: 3 clusters Score -6036706 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -6037989.000000 Penalty: 5382.761719
	Iteration 11Q: 3 clusters Score -6037989 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -6039253.500000 Penalty: 5382.761719
	Iteration 12Q: 3 clusters Score -6039254 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -6040521.500000 Penalty: 5382.761719
	Iteration 13Q: 3 clusters Score -6040522 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -6041751.000000 Penalty: 5382.761719
	Iteration 14Q: 3 clusters Score -6041751 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -6042869.000000 Penalty: 5382.761719
	Iteration 15Q: 3 clusters Score -6042869 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6043859.500000 Penalty: 5382.761719
	Iteration 16Q: 3 clusters Score -6043860 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -6044626.500000 Penalty: 5382.761719
	Iteration 17Q: 3 clusters Score -6044626 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -6045157.500000 Penalty: 5382.761719
	Iteration 18Q: 3 clusters Score -6045158 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -6045486.500000 Penalty: 5382.761719
	Iteration 19Q: 3 clusters Score -6045486 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6045696.000000 Penalty: 5382.761719
	Iteration 20F: 3 clusters Score -6045696 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -6045806.000000 Penalty: 5382.761719
	Iteration 21Q: 3 clusters Score -6045806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6045882.000000 Penalty: 5382.761719
	Iteration 22Q: 3 clusters Score -6045882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6045920.500000 Penalty: 5382.761719
	Iteration 23Q: 3 clusters Score -6045920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6045965.500000 Penalty: 5382.761719
	Iteration 24Q: 3 clusters Score -6045966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6045983.500000 Penalty: 5382.761719
	Iteration 25Q: 3 clusters Score -6045984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6046003.500000 Penalty: 5382.761719
	Iteration 26Q: 3 clusters Score -6046004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -6046014.500000 Penalty: 5382.761719
	Iteration 27Q: 3 clusters Score -6046014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6046034.500000 Penalty: 5382.761719
	Iteration 28Q: 3 clusters Score -6046034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6046075.000000 Penalty: 5382.761719
	Iteration 29Q: 3 clusters Score -6046075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6046077.500000 Penalty: 5382.761719
	Iteration 30Q: 3 clusters Score -6046078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6046108.000000 Penalty: 5382.761719
	Iteration 31Q: 3 clusters Score -6046108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6046117.000000 Penalty: 5382.761719
	Iteration 32Q: 3 clusters Score -6046117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6046127.000000 Penalty: 5382.761719
	Iteration 33Q: 3 clusters Score -6046127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -6046135.000000 Penalty: 5382.761719
	Iteration 34Q: 3 clusters Score -6046135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6046129.000000 Penalty: 5382.761719
	Iteration 35Q: 3 clusters Score -6046129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -6046140.000000 Penalty: 5382.761719
	Iteration 36Q: 3 clusters Score -6046140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -6046147.000000 Penalty: 5382.761719
	Iteration 37Q: 3 clusters Score -6046147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6046152.000000 Penalty: 5382.761719
	Iteration 38Q: 3 clusters Score -6046152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -6046152.500000 Penalty: 5382.761719
	Iteration 39Q: 3 clusters Score -6046152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6046156.000000 Penalty: 5382.761719
	Iteration 40F: 3 clusters Score -6046156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -6046149.000000 Penalty: 5382.761719
	Iteration 41Q: 3 clusters Score -6046149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6046152.500000 Penalty: 5382.761719
	Iteration 42Q: 3 clusters Score -6046152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6046154.500000 Penalty: 5382.761719
	Iteration 43Q: 3 clusters Score -6046154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -6046158.000000 Penalty: 5382.761719
	Iteration 44Q: 3 clusters Score -6046158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -6046159.000000 Penalty: 5382.761719
	Iteration 45Q: 3 clusters Score -6046159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -6046155.500000 Penalty: 5382.761719
	Iteration 46Q: 3 clusters Score -6046156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -6046155.500000 Penalty: 5382.761719
	Iteration 47F: 3 clusters Score -6046156 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: -585757.750000 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -585757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -580499.687500 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -580499.7 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -581971.875000 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -581971.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -582415.562500 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -582415.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -582785.312500 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -582785.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -583166.812500 Penalty: 4325.186523
	Iteration 4F: 3 clusters Score -583166.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -583531.500000 Penalty: 4325.186523
	Iteration 5F: 3 clusters Score -583531.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -583807.125000 Penalty: 4325.186523
	Iteration 6F: 3 clusters Score -583807.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -583990.687500 Penalty: 4325.186523
	Iteration 7Q: 3 clusters Score -583990.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -584131.562500 Penalty: 4325.186523
	Iteration 8Q: 3 clusters Score -584131.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -584244.625000 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -584244.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -584364.187500 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -584364.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -584486.312500 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -584486.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -584590.187500 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -584590.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -584691.250000 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -584691.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -584765.000000 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -584765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -584815.187500 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -584815.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -584871.062500 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -584871.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -584920.812500 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -584920.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -584955.437500 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -584955.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -584982.562500 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -584982.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -585000.000000 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -585000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -585009.875000 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -585009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -585017.000000 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -585017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -585021.625000 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -585021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -585025.500000 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -585025.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -585029.375000 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -585029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -585028.812500 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -585028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -585031.625000 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -585031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -585034.687500 Penalty: 4325.186523
	Iteration 28Q: 3 clusters Score -585034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -585037.000000 Penalty: 4325.186523
	Iteration 29Q: 3 clusters Score -585037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -585042.062500 Penalty: 4325.186523
	Iteration 30Q: 3 clusters Score -585042.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -585045.937500 Penalty: 4325.186523
	Iteration 31Q: 3 clusters Score -585045.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -585048.375000 Penalty: 4325.186523
	Iteration 32Q: 3 clusters Score -585048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -585050.500000 Penalty: 4325.186523
	Iteration 33Q: 3 clusters Score -585050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -585051.000000 Penalty: 4325.186523
	Iteration 34Q: 3 clusters Score -585051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -585053.562500 Penalty: 4325.186523
	Iteration 35Q: 3 clusters Score -585053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -585055.312500 Penalty: 4325.186523
	Iteration 36Q: 3 clusters Score -585055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -585055.125000 Penalty: 4325.186523
	Iteration 37Q: 3 clusters Score -585055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -585056.875000 Penalty: 4325.186523
	Iteration 38Q: 3 clusters Score -585056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -585058.187500 Penalty: 4325.186523
	Iteration 39Q: 3 clusters Score -585058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -585058.000000 Penalty: 4325.186523
	Iteration 40F: 3 clusters Score -585058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -585059.000000 Penalty: 4325.186523
	Iteration 41Q: 3 clusters Score -585059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -585059.000000 Penalty: 4325.186523
	Iteration 42F: 3 clusters Score -585059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Entering Unmasked Estep 
Score: -4470283.500000 Penalty: 2619.649658
	Iteration 0F: 2 clusters Score -4470284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4444033.500000 Penalty: 5239.299316
	Iteration 0F: 3 clusters Score -4444034 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4453700.000000 Penalty: 5239.299316
	Iteration 1F: 3 clusters Score -4453700 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4454369.000000 Penalty: 5239.299316
	Iteration 2Q: 3 clusters Score -4454369 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4455204.000000 Penalty: 5239.299316
	Iteration 3Q: 3 clusters Score -4455204 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4456343.500000 Penalty: 5239.299316
	Iteration 4F: 3 clusters Score -4456344 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4457891.500000 Penalty: 5239.299316
	Iteration 5F: 3 clusters Score -4457892 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4459662.000000 Penalty: 5239.299316
	Iteration 6F: 3 clusters Score -4459662 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -4461529.000000 Penalty: 5239.299316
	Iteration 7F: 3 clusters Score -4461529 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4463259.000000 Penalty: 5239.299316
	Iteration 8F: 3 clusters Score -4463259 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4464604.000000 Penalty: 5239.299316
	Iteration 9F: 3 clusters Score -4464604 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4465593.000000 Penalty: 5239.299316
	Iteration 10Q: 3 clusters Score -4465593 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4466254.500000 Penalty: 5239.299316
	Iteration 11Q: 3 clusters Score -4466254 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4466836.000000 Penalty: 5239.299316
	Iteration 12Q: 3 clusters Score -4466836 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4467293.500000 Penalty: 5239.299316
	Iteration 13Q: 3 clusters Score -4467294 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4467731.000000 Penalty: 5239.299316
	Iteration 14Q: 3 clusters Score -4467731 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4468097.500000 Penalty: 5239.299316
	Iteration 15Q: 3 clusters Score -4468098 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4468409.500000 Penalty: 5239.299316
	Iteration 16Q: 3 clusters Score -4468410 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4468659.000000 Penalty: 5239.299316
	Iteration 17Q: 3 clusters Score -4468659 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4468816.000000 Penalty: 5239.299316
	Iteration 18Q: 3 clusters Score -4468816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4468924.500000 Penalty: 5239.299316
	Iteration 19Q: 3 clusters Score -4468924 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4469012.500000 Penalty: 5239.299316
	Iteration 20F: 3 clusters Score -4469012 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4469074.000000 Penalty: 5239.299316
	Iteration 21Q: 3 clusters Score -4469074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4469113.000000 Penalty: 5239.299316
	Iteration 22Q: 3 clusters Score -4469113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4469146.000000 Penalty: 5239.299316
	Iteration 23Q: 3 clusters Score -4469146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4469177.500000 Penalty: 5239.299316
	Iteration 24Q: 3 clusters Score -4469178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4469195.000000 Penalty: 5239.299316
	Iteration 25Q: 3 clusters Score -4469195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4469207.000000 Penalty: 5239.299316
	Iteration 26Q: 3 clusters Score -4469207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4469209.500000 Penalty: 5239.299316
	Iteration 27Q: 3 clusters Score -4469210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4469227.500000 Penalty: 5239.299316
	Iteration 28Q: 3 clusters Score -4469228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4469239.500000 Penalty: 5239.299316
	Iteration 29Q: 3 clusters Score -4469240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4469240.500000 Penalty: 5239.299316
	Iteration 30Q: 3 clusters Score -4469240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4469259.000000 Penalty: 5239.299316
	Iteration 31Q: 3 clusters Score -4469259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4469261.500000 Penalty: 5239.299316
	Iteration 32Q: 3 clusters Score -4469262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4469272.000000 Penalty: 5239.299316
	Iteration 33Q: 3 clusters Score -4469272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4469266.500000 Penalty: 5239.299316
	Iteration 34Q: 3 clusters Score -4469266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4469269.000000 Penalty: 5239.299316
	Iteration 35Q: 3 clusters Score -4469269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4469266.500000 Penalty: 5239.299316
	Iteration 36Q: 3 clusters Score -4469266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4469266.000000 Penalty: 5239.299316
	Iteration 37Q: 3 clusters Score -4469266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4469271.500000 Penalty: 5239.299316
	Iteration 38Q: 3 clusters Score -4469272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4469276.000000 Penalty: 5239.299316
	Iteration 39Q: 3 clusters Score -4469276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4469279.000000 Penalty: 5239.299316
	Iteration 40F: 3 clusters Score -4469279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4469280.500000 Penalty: 5239.299316
	Iteration 41Q: 3 clusters Score -4469280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4469280.500000 Penalty: 5239.299316
	Iteration 42Q: 3 clusters Score -4469280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4469284.500000 Penalty: 5239.299316
	Iteration 43Q: 3 clusters Score -4469284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4469281.500000 Penalty: 5239.299316
	Iteration 44Q: 3 clusters Score -4469282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4469276.500000 Penalty: 5239.299316
	Iteration 45Q: 3 clusters Score -4469276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4469281.000000 Penalty: 5239.299316
	Iteration 46Q: 3 clusters Score -4469281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4469285.500000 Penalty: 5239.299316
	Iteration 47Q: 3 clusters Score -4469286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4469283.500000 Penalty: 5239.299316
	Iteration 48Q: 3 clusters Score -4469284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4469280.500000 Penalty: 5239.299316
	Iteration 49Q: 3 clusters Score -4469280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4469284.000000 Penalty: 5239.299316
	Iteration 50Q: 3 clusters Score -4469284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4469289.000000 Penalty: 5239.299316
	Iteration 51Q: 3 clusters Score -4469289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4469292.000000 Penalty: 5239.299316
	Iteration 52Q: 3 clusters Score -4469292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4469286.000000 Penalty: 5239.299316
	Iteration 53Q: 3 clusters Score -4469286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4469291.000000 Penalty: 5239.299316
	Iteration 54Q: 3 clusters Score -4469291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4469291.500000 Penalty: 5239.299316
	Iteration 55Q: 3 clusters Score -4469292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4469286.500000 Penalty: 5239.299316
	Iteration 56Q: 3 clusters Score -4469286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4469292.500000 Penalty: 5239.299316
	Iteration 57Q: 3 clusters Score -4469292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -4469293.000000 Penalty: 5239.299316
	Iteration 58Q: 3 clusters Score -4469293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4469295.500000 Penalty: 5239.299316
	Iteration 59Q: 3 clusters Score -4469296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -4469295.000000 Penalty: 5239.299316
	Iteration 60F: 3 clusters Score -4469295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4469297.000000 Penalty: 5239.299316
	Iteration 61Q: 3 clusters Score -4469297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4469296.500000 Penalty: 5239.299316
	Iteration 62Q: 3 clusters Score -4469296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4469290.000000 Penalty: 5239.299316
	Iteration 63Q: 3 clusters Score -4469290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4469292.500000 Penalty: 5239.299316
	Iteration 64Q: 3 clusters Score -4469292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -4469289.500000 Penalty: 5239.299316
	Iteration 65Q: 3 clusters Score -4469290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4469289.000000 Penalty: 5239.299316
	Iteration 66Q: 3 clusters Score -4469289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4469291.500000 Penalty: 5239.299316
	Iteration 67Q: 3 clusters Score -4469292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4469291.000000 Penalty: 5239.299316
	Iteration 68Q: 3 clusters Score -4469291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4469292.500000 Penalty: 5239.299316
	Iteration 69Q: 3 clusters Score -4469292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4469293.000000 Penalty: 5239.299316
	Iteration 70Q: 3 clusters Score -4469293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4469292.500000 Penalty: 5239.299316
	Iteration 71Q: 3 clusters Score -4469292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4469293.000000 Penalty: 5239.299316
	Iteration 72Q: 3 clusters Score -4469293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4469294.000000 Penalty: 5239.299316
	Iteration 73Q: 3 clusters Score -4469294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4469296.000000 Penalty: 5239.299316
	Iteration 74Q: 3 clusters Score -4469296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4469296.000000 Penalty: 5239.299316
	Iteration 75Q: 3 clusters Score -4469296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4469296.000000 Penalty: 5239.299316
	Iteration 76F: 3 clusters Score -4469296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (248096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248096 members 
Entering Unmasked Estep 
Score: -29082060.000000 Penalty: 3080.549561
	Iteration 0F: 2 clusters Score -2.908206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -28924320.000000 Penalty: 6161.099121
	Iteration 0F: 3 clusters Score -2.892432e+07 nChanged 119759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 121971 members 
Entering Unmasked Estep 
Score: -28995440.000000 Penalty: 6161.099121
	Iteration 1F: 3 clusters Score -2.899544e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 120264 members 
Entering Unmasked Estep 
Score: -28997112.000000 Penalty: 6161.099121
	Iteration 2Q: 3 clusters Score -2.899711e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130609 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -28999792.000000 Penalty: 6161.099121
	Iteration 3Q: 3 clusters Score -2.899979e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -29003634.000000 Penalty: 6161.099121
	Iteration 4Q: 3 clusters Score -2.900363e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -29009428.000000 Penalty: 6161.099121
	Iteration 5F: 3 clusters Score -2.900943e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147446 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -29016416.000000 Penalty: 6161.099121
	Iteration 6F: 3 clusters Score -2.901642e+07 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155340 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -29023558.000000 Penalty: 6161.099121
	Iteration 7F: 3 clusters Score -2.902356e+07 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163898 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -29030184.000000 Penalty: 6161.099121
	Iteration 8F: 3 clusters Score -2.903018e+07 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172506 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -29035008.000000 Penalty: 6161.099121
	Iteration 9F: 3 clusters Score -2.903501e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -29038608.000000 Penalty: 6161.099121
	Iteration 10Q: 3 clusters Score -2.903861e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189288 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -29041530.000000 Penalty: 6161.099121
	Iteration 11Q: 3 clusters Score -2.904153e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -29045074.000000 Penalty: 6161.099121
	Iteration 12Q: 3 clusters Score -2.904507e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207570 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -29049168.000000 Penalty: 6161.099121
	Iteration 13Q: 3 clusters Score -2.904917e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217322 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -29054536.000000 Penalty: 6161.099121
	Iteration 14Q: 3 clusters Score -2.905454e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226682 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -29061462.000000 Penalty: 6161.099121
	Iteration 15Q: 3 clusters Score -2.906146e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234787 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -29068134.000000 Penalty: 6161.099121
	Iteration 16Q: 3 clusters Score -2.906813e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240766 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -29073318.000000 Penalty: 6161.099121
	Iteration 17Q: 3 clusters Score -2.907332e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244220 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -29076264.000000 Penalty: 6161.099121
	Iteration 18Q: 3 clusters Score -2.907626e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245948 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -29077776.000000 Penalty: 6161.099121
	Iteration 19Q: 3 clusters Score -2.907778e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246715 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -29078468.000000 Penalty: 6161.099121
	Iteration 20F: 3 clusters Score -2.907847e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247061 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -29078820.000000 Penalty: 6161.099121
	Iteration 21Q: 3 clusters Score -2.907882e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247236 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -29079042.000000 Penalty: 6161.099121
	Iteration 22Q: 3 clusters Score -2.907904e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247334 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -29079152.000000 Penalty: 6161.099121
	Iteration 23Q: 3 clusters Score -2.907915e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247390 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -29079208.000000 Penalty: 6161.099121
	Iteration 24Q: 3 clusters Score -2.907921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247425 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29079270.000000 Penalty: 6161.099121
	Iteration 25Q: 3 clusters Score -2.907927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247447 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -29079274.000000 Penalty: 6161.099121
	Iteration 26Q: 3 clusters Score -2.907927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247459 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -29079300.000000 Penalty: 6161.099121
	Iteration 27Q: 3 clusters Score -2.90793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247468 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -29079282.000000 Penalty: 6161.099121
	Iteration 28Q: 3 clusters Score -2.907928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -29079330.000000 Penalty: 6161.099121
	Iteration 29Q: 3 clusters Score -2.907933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247488 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -29079346.000000 Penalty: 6161.099121
	Iteration 30Q: 3 clusters Score -2.907935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247493 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -29079336.000000 Penalty: 6161.099121
	Iteration 31Q: 3 clusters Score -2.907934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247501 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -29079342.000000 Penalty: 6161.099121
	Iteration 32Q: 3 clusters Score -2.907934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247507 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -29079348.000000 Penalty: 6161.099121
	Iteration 33Q: 3 clusters Score -2.907935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247510 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29079342.000000 Penalty: 6161.099121
	Iteration 34Q: 3 clusters Score -2.907934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247510 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29079338.000000 Penalty: 6161.099121
	Iteration 35Q: 3 clusters Score -2.907934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247511 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29079356.000000 Penalty: 6161.099121
	Iteration 36Q: 3 clusters Score -2.907936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247510 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29079360.000000 Penalty: 6161.099121
	Iteration 37Q: 3 clusters Score -2.907936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247511 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29079360.000000 Penalty: 6161.099121
	Iteration 38Q: 3 clusters Score -2.907936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247512 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -29079370.000000 Penalty: 6161.099121
	Iteration 39Q: 3 clusters Score -2.907937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247512 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -29079372.000000 Penalty: 6161.099121
	Iteration 40F: 3 clusters Score -2.907937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247515 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -29079378.000000 Penalty: 6161.099121
	Iteration 41Q: 3 clusters Score -2.907938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247515 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -29079378.000000 Penalty: 6161.099121
	Iteration 42F: 3 clusters Score -2.907938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Entering Unmasked Estep 
Score: -3885970.250000 Penalty: 2586.285645
	Iteration 0F: 2 clusters Score -3885970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3863123.250000 Penalty: 5172.571289
	Iteration 0F: 3 clusters Score -3863123 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3871335.000000 Penalty: 5172.571289
	Iteration 1F: 3 clusters Score -3871335 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3871756.000000 Penalty: 5172.571289
	Iteration 2Q: 3 clusters Score -3871756 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3872177.250000 Penalty: 5172.571289
	Iteration 3Q: 3 clusters Score -3872177 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3872623.500000 Penalty: 5172.571289
	Iteration 4Q: 3 clusters Score -3872624 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3873163.500000 Penalty: 5172.571289
	Iteration 5Q: 3 clusters Score -3873164 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3873829.500000 Penalty: 5172.571289
	Iteration 6Q: 3 clusters Score -3873830 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3874813.500000 Penalty: 5172.571289
	Iteration 7F: 3 clusters Score -3874814 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3876110.000000 Penalty: 5172.571289
	Iteration 8F: 3 clusters Score -3876110 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3877813.500000 Penalty: 5172.571289
	Iteration 9F: 3 clusters Score -3877814 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3879630.750000 Penalty: 5172.571289
	Iteration 10F: 3 clusters Score -3879631 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3881151.750000 Penalty: 5172.571289
	Iteration 11F: 3 clusters Score -3881152 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3882264.750000 Penalty: 5172.571289
	Iteration 12Q: 3 clusters Score -3882265 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3882909.250000 Penalty: 5172.571289
	Iteration 13Q: 3 clusters Score -3882909 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3883263.250000 Penalty: 5172.571289
	Iteration 14Q: 3 clusters Score -3883263 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3883451.000000 Penalty: 5172.571289
	Iteration 15Q: 3 clusters Score -3883451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3883567.750000 Penalty: 5172.571289
	Iteration 16Q: 3 clusters Score -3883568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3883606.250000 Penalty: 5172.571289
	Iteration 17Q: 3 clusters Score -3883606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3883649.750000 Penalty: 5172.571289
	Iteration 18Q: 3 clusters Score -3883650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3883678.500000 Penalty: 5172.571289
	Iteration 19Q: 3 clusters Score -3883678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3883689.000000 Penalty: 5172.571289
	Iteration 20F: 3 clusters Score -3883689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3883697.250000 Penalty: 5172.571289
	Iteration 21Q: 3 clusters Score -3883697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3883712.500000 Penalty: 5172.571289
	Iteration 22Q: 3 clusters Score -3883712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3883716.500000 Penalty: 5172.571289
	Iteration 23Q: 3 clusters Score -3883716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3883725.500000 Penalty: 5172.571289
	Iteration 24Q: 3 clusters Score -3883726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3883724.750000 Penalty: 5172.571289
	Iteration 25Q: 3 clusters Score -3883725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3883726.750000 Penalty: 5172.571289
	Iteration 26Q: 3 clusters Score -3883727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3883723.750000 Penalty: 5172.571289
	Iteration 27Q: 3 clusters Score -3883724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3883725.750000 Penalty: 5172.571289
	Iteration 28Q: 3 clusters Score -3883726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3883724.250000 Penalty: 5172.571289
	Iteration 29Q: 3 clusters Score -3883724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3883722.500000 Penalty: 5172.571289
	Iteration 30Q: 3 clusters Score -3883722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3883722.500000 Penalty: 5172.571289
	Iteration 31F: 3 clusters Score -3883722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -1479417.750000 Penalty: 2342.050293
	Iteration 0F: 2 clusters Score -1479418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1470085.750000 Penalty: 4684.100586
	Iteration 0F: 3 clusters Score -1470086 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1472864.375000 Penalty: 4684.100586
	Iteration 1F: 3 clusters Score -1472864 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1473211.125000 Penalty: 4684.100586
	Iteration 2F: 3 clusters Score -1473211 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1473480.250000 Penalty: 4684.100586
	Iteration 3Q: 3 clusters Score -1473480 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1473713.250000 Penalty: 4684.100586
	Iteration 4Q: 3 clusters Score -1473713 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1473947.750000 Penalty: 4684.100586
	Iteration 5Q: 3 clusters Score -1473948 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1474155.625000 Penalty: 4684.100586
	Iteration 6Q: 3 clusters Score -1474156 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1474310.000000 Penalty: 4684.100586
	Iteration 7Q: 3 clusters Score -1474310 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1474440.500000 Penalty: 4684.100586
	Iteration 8Q: 3 clusters Score -1474440 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1474554.625000 Penalty: 4684.100586
	Iteration 9Q: 3 clusters Score -1474555 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1474664.500000 Penalty: 4684.100586
	Iteration 10Q: 3 clusters Score -1474664 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1474789.500000 Penalty: 4684.100586
	Iteration 11Q: 3 clusters Score -1474790 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1474915.125000 Penalty: 4684.100586
	Iteration 12Q: 3 clusters Score -1474915 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1475045.500000 Penalty: 4684.100586
	Iteration 13Q: 3 clusters Score -1475046 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1475210.000000 Penalty: 4684.100586
	Iteration 14Q: 3 clusters Score -1475210 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1475398.500000 Penalty: 4684.100586
	Iteration 15Q: 3 clusters Score -1475398 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1475601.000000 Penalty: 4684.100586
	Iteration 16Q: 3 clusters Score -1475601 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1475761.875000 Penalty: 4684.100586
	Iteration 17Q: 3 clusters Score -1475762 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1475911.625000 Penalty: 4684.100586
	Iteration 18Q: 3 clusters Score -1475912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1476031.750000 Penalty: 4684.100586
	Iteration 19Q: 3 clusters Score -1476032 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1476140.000000 Penalty: 4684.100586
	Iteration 20F: 3 clusters Score -1476140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1476224.125000 Penalty: 4684.100586
	Iteration 21Q: 3 clusters Score -1476224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1476296.750000 Penalty: 4684.100586
	Iteration 22Q: 3 clusters Score -1476297 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1476344.125000 Penalty: 4684.100586
	Iteration 23Q: 3 clusters Score -1476344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1476401.625000 Penalty: 4684.100586
	Iteration 24Q: 3 clusters Score -1476402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1476447.500000 Penalty: 4684.100586
	Iteration 25Q: 3 clusters Score -1476448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1476486.875000 Penalty: 4684.100586
	Iteration 26Q: 3 clusters Score -1476487 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1476522.000000 Penalty: 4684.100586
	Iteration 27Q: 3 clusters Score -1476522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1476564.250000 Penalty: 4684.100586
	Iteration 28Q: 3 clusters Score -1476564 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1476604.750000 Penalty: 4684.100586
	Iteration 29Q: 3 clusters Score -1476605 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1476635.375000 Penalty: 4684.100586
	Iteration 30Q: 3 clusters Score -1476635 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1476676.375000 Penalty: 4684.100586
	Iteration 31Q: 3 clusters Score -1476676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1476727.625000 Penalty: 4684.100586
	Iteration 32Q: 3 clusters Score -1476728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1476779.375000 Penalty: 4684.100586
	Iteration 33Q: 3 clusters Score -1476779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1476834.250000 Penalty: 4684.100586
	Iteration 34Q: 3 clusters Score -1476834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1476899.625000 Penalty: 4684.100586
	Iteration 35Q: 3 clusters Score -1476900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1476957.625000 Penalty: 4684.100586
	Iteration 36Q: 3 clusters Score -1476958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1477004.875000 Penalty: 4684.100586
	Iteration 37Q: 3 clusters Score -1477005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1477039.500000 Penalty: 4684.100586
	Iteration 38Q: 3 clusters Score -1477040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1477066.125000 Penalty: 4684.100586
	Iteration 39Q: 3 clusters Score -1477066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1477085.375000 Penalty: 4684.100586
	Iteration 40F: 3 clusters Score -1477085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1477108.125000 Penalty: 4684.100586
	Iteration 41Q: 3 clusters Score -1477108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1477124.500000 Penalty: 4684.100586
	Iteration 42Q: 3 clusters Score -1477124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1477140.125000 Penalty: 4684.100586
	Iteration 43Q: 3 clusters Score -1477140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1477154.000000 Penalty: 4684.100586
	Iteration 44Q: 3 clusters Score -1477154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1477169.500000 Penalty: 4684.100586
	Iteration 45Q: 3 clusters Score -1477170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1477179.625000 Penalty: 4684.100586
	Iteration 46Q: 3 clusters Score -1477180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1477194.000000 Penalty: 4684.100586
	Iteration 47Q: 3 clusters Score -1477194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1477205.250000 Penalty: 4684.100586
	Iteration 48Q: 3 clusters Score -1477205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1477214.000000 Penalty: 4684.100586
	Iteration 49Q: 3 clusters Score -1477214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1477229.125000 Penalty: 4684.100586
	Iteration 50Q: 3 clusters Score -1477229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1477232.750000 Penalty: 4684.100586
	Iteration 51Q: 3 clusters Score -1477233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1477242.000000 Penalty: 4684.100586
	Iteration 52Q: 3 clusters Score -1477242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1477250.000000 Penalty: 4684.100586
	Iteration 53Q: 3 clusters Score -1477250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1477255.000000 Penalty: 4684.100586
	Iteration 54Q: 3 clusters Score -1477255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1477256.250000 Penalty: 4684.100586
	Iteration 55Q: 3 clusters Score -1477256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1477264.000000 Penalty: 4684.100586
	Iteration 56Q: 3 clusters Score -1477264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1477269.375000 Penalty: 4684.100586
	Iteration 57Q: 3 clusters Score -1477269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1477275.000000 Penalty: 4684.100586
	Iteration 58Q: 3 clusters Score -1477275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1477280.875000 Penalty: 4684.100586
	Iteration 59Q: 3 clusters Score -1477281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1477289.875000 Penalty: 4684.100586
	Iteration 60F: 3 clusters Score -1477290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1477293.750000 Penalty: 4684.100586
	Iteration 61Q: 3 clusters Score -1477294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1477298.125000 Penalty: 4684.100586
	Iteration 62Q: 3 clusters Score -1477298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1477303.000000 Penalty: 4684.100586
	Iteration 63Q: 3 clusters Score -1477303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1477304.000000 Penalty: 4684.100586
	Iteration 64Q: 3 clusters Score -1477304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1477310.000000 Penalty: 4684.100586
	Iteration 65Q: 3 clusters Score -1477310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1477313.500000 Penalty: 4684.100586
	Iteration 66Q: 3 clusters Score -1477314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1477314.375000 Penalty: 4684.100586
	Iteration 67Q: 3 clusters Score -1477314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1477316.375000 Penalty: 4684.100586
	Iteration 68Q: 3 clusters Score -1477316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1477317.875000 Penalty: 4684.100586
	Iteration 69Q: 3 clusters Score -1477318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1477319.125000 Penalty: 4684.100586
	Iteration 70Q: 3 clusters Score -1477319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1477320.250000 Penalty: 4684.100586
	Iteration 71Q: 3 clusters Score -1477320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1477318.750000 Penalty: 4684.100586
	Iteration 72Q: 3 clusters Score -1477319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1477324.125000 Penalty: 4684.100586
	Iteration 73Q: 3 clusters Score -1477324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1477324.125000 Penalty: 4684.100586
	Iteration 74F: 3 clusters Score -1477324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -267710.718750 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -267710.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264859.312500 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -264859.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -265363.187500 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -265363.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -265492.531250 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -265492.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -265565.281250 Penalty: 3846.647949
	Iteration 3Q: 3 clusters Score -265565.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -265609.281250 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -265609.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265641.750000 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -265641.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -265667.031250 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -265667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -265691.562500 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -265691.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -265717.562500 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -265717.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -265738.593750 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -265738.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -265757.093750 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -265757.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -265776.437500 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -265776.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265790.000000 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -265790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -265797.343750 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -265797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -265800.656250 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -265800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -265805.218750 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -265805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -265806.968750 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -265807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -265809.593750 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -265809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -265813.718750 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -265813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -265818.968750 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -265819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -265824.531250 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -265824.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -265830.468750 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -265830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -265836.468750 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -265836.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -265843.218750 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -265843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -265845.718750 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -265845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -265850.062500 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -265850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -265853.562500 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -265853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -265855.500000 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -265855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -265856.406250 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -265856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -265858.187500 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -265858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -265861.312500 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -265861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -265864.937500 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -265864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -265871.500000 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -265871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -265876.406250 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -265876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -265879.781250 Penalty: 3846.647949
	Iteration 34Q: 3 clusters Score -265879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -265882.187500 Penalty: 3846.647949
	Iteration 35Q: 3 clusters Score -265882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -265886.500000 Penalty: 3846.647949
	Iteration 36Q: 3 clusters Score -265886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -265892.281250 Penalty: 3846.647949
	Iteration 37Q: 3 clusters Score -265892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -265895.843750 Penalty: 3846.647949
	Iteration 38Q: 3 clusters Score -265895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -265899.843750 Penalty: 3846.647949
	Iteration 39Q: 3 clusters Score -265899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -265904.625000 Penalty: 3846.647949
	Iteration 40F: 3 clusters Score -265904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265910.531250 Penalty: 3846.647949
	Iteration 41Q: 3 clusters Score -265910.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -265916.500000 Penalty: 3846.647949
	Iteration 42Q: 3 clusters Score -265916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -265918.843750 Penalty: 3846.647949
	Iteration 43Q: 3 clusters Score -265918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -265921.468750 Penalty: 3846.647949
	Iteration 44Q: 3 clusters Score -265921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -265923.625000 Penalty: 3846.647949
	Iteration 45Q: 3 clusters Score -265923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -265925.375000 Penalty: 3846.647949
	Iteration 46Q: 3 clusters Score -265925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -265927.593750 Penalty: 3846.647949
	Iteration 47Q: 3 clusters Score -265927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -265929.593750 Penalty: 3846.647949
	Iteration 48Q: 3 clusters Score -265929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -265930.468750 Penalty: 3846.647949
	Iteration 49Q: 3 clusters Score -265930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265931.781250 Penalty: 3846.647949
	Iteration 50Q: 3 clusters Score -265931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -265933.968750 Penalty: 3846.647949
	Iteration 51Q: 3 clusters Score -265934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -265935.437500 Penalty: 3846.647949
	Iteration 52Q: 3 clusters Score -265935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -265936.531250 Penalty: 3846.647949
	Iteration 53Q: 3 clusters Score -265936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -265937.281250 Penalty: 3846.647949
	Iteration 54Q: 3 clusters Score -265937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -265937.781250 Penalty: 3846.647949
	Iteration 55Q: 3 clusters Score -265937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -265938.156250 Penalty: 3846.647949
	Iteration 56Q: 3 clusters Score -265938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -265938.875000 Penalty: 3846.647949
	Iteration 57Q: 3 clusters Score -265938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265939.375000 Penalty: 3846.647949
	Iteration 58Q: 3 clusters Score -265939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265939.375000 Penalty: 3846.647949
	Iteration 59F: 3 clusters Score -265939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (140247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Entering Unmasked Estep 
Score: -16174768.000000 Penalty: 2939.087646
	Iteration 0F: 2 clusters Score -1.617477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -16080937.000000 Penalty: 5878.175293
	Iteration 0F: 3 clusters Score -1.608094e+07 nChanged 66991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -16119859.000000 Penalty: 5878.175293
	Iteration 1F: 3 clusters Score -1.611986e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -16121278.000000 Penalty: 5878.175293
	Iteration 2Q: 3 clusters Score -1.612128e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -16123402.000000 Penalty: 5878.175293
	Iteration 3Q: 3 clusters Score -1.61234e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -16126368.000000 Penalty: 5878.175293
	Iteration 4Q: 3 clusters Score -1.612637e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -16130971.000000 Penalty: 5878.175293
	Iteration 5F: 3 clusters Score -1.613097e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -16138290.000000 Penalty: 5878.175293
	Iteration 6F: 3 clusters Score -1.613829e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -16147866.000000 Penalty: 5878.175293
	Iteration 7F: 3 clusters Score -1.614787e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -16158057.000000 Penalty: 5878.175293
	Iteration 8F: 3 clusters Score -1.615806e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 132536 members 
Entering Unmasked Estep 
Score: -16165603.000000 Penalty: 5878.175293
	Iteration 9F: 3 clusters Score -1.61656e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 136763 members 
Entering Unmasked Estep 
Score: -16169452.000000 Penalty: 5878.175293
	Iteration 10Q: 3 clusters Score -1.616945e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -16171023.000000 Penalty: 5878.175293
	Iteration 11Q: 3 clusters Score -1.617102e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 139169 members 
Entering Unmasked Estep 
Score: -16171602.000000 Penalty: 5878.175293
	Iteration 12Q: 3 clusters Score -1.61716e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 139458 members 
Entering Unmasked Estep 
Score: -16171867.000000 Penalty: 5878.175293
	Iteration 13Q: 3 clusters Score -1.617187e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 139609 members 
Entering Unmasked Estep 
Score: -16172013.000000 Penalty: 5878.175293
	Iteration 14Q: 3 clusters Score -1.617201e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 139688 members 
Entering Unmasked Estep 
Score: -16172099.000000 Penalty: 5878.175293
	Iteration 15Q: 3 clusters Score -1.61721e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -16172138.000000 Penalty: 5878.175293
	Iteration 16Q: 3 clusters Score -1.617214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -16172178.000000 Penalty: 5878.175293
	Iteration 17Q: 3 clusters Score -1.617218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 139759 members 
Entering Unmasked Estep 
Score: -16172198.000000 Penalty: 5878.175293
	Iteration 18Q: 3 clusters Score -1.61722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -16172210.000000 Penalty: 5878.175293
	Iteration 19Q: 3 clusters Score -1.617221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -16172229.000000 Penalty: 5878.175293
	Iteration 20F: 3 clusters Score -1.617223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -16172239.000000 Penalty: 5878.175293
	Iteration 21Q: 3 clusters Score -1.617224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 139793 members 
Entering Unmasked Estep 
Score: -16172247.000000 Penalty: 5878.175293
	Iteration 22Q: 3 clusters Score -1.617225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -16172244.000000 Penalty: 5878.175293
	Iteration 23Q: 3 clusters Score -1.617224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 139800 members 
Entering Unmasked Estep 
Score: -16172241.000000 Penalty: 5878.175293
	Iteration 24Q: 3 clusters Score -1.617224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -16172249.000000 Penalty: 5878.175293
	Iteration 25Q: 3 clusters Score -1.617225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -16172253.000000 Penalty: 5878.175293
	Iteration 26Q: 3 clusters Score -1.617225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -16172253.000000 Penalty: 5878.175293
	Iteration 27F: 3 clusters Score -1.617225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -246108.171875 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -246108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -243139.500000 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -243139.5 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -243881.828125 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -243881.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -244209.984375 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -244210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -244427.812500 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -244427.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -244642.375000 Penalty: 3894.424072
	Iteration 4F: 3 clusters Score -244642.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -244864.984375 Penalty: 3894.424072
	Iteration 5F: 3 clusters Score -244865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245015.531250 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -245015.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -245128.500000 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -245128.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -245206.812500 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -245206.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -245265.000000 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -245265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -245296.609375 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -245296.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -245322.203125 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -245322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -245344.468750 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -245344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -245355.437500 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -245355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -245364.078125 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -245364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -245369.796875 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -245369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -245373.234375 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -245373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -245377.171875 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -245377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -245378.765625 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -245378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -245379.031250 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -245379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -245379.031250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -245379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Entering Unmasked Estep 
Score: -2522043.250000 Penalty: 2507.202881
	Iteration 0F: 2 clusters Score -2522043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2504883.750000 Penalty: 5014.405762
	Iteration 0F: 3 clusters Score -2504884 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2511162.000000 Penalty: 5014.405762
	Iteration 1F: 3 clusters Score -2511162 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2512067.500000 Penalty: 5014.405762
	Iteration 2F: 3 clusters Score -2512068 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2512991.250000 Penalty: 5014.405762
	Iteration 3F: 3 clusters Score -2512991 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2513888.250000 Penalty: 5014.405762
	Iteration 4F: 3 clusters Score -2513888 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2514723.750000 Penalty: 5014.405762
	Iteration 5F: 3 clusters Score -2514724 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2515434.750000 Penalty: 5014.405762
	Iteration 6F: 3 clusters Score -2515435 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2516042.750000 Penalty: 5014.405762
	Iteration 7Q: 3 clusters Score -2516043 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2516507.000000 Penalty: 5014.405762
	Iteration 8Q: 3 clusters Score -2516507 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2516869.250000 Penalty: 5014.405762
	Iteration 9Q: 3 clusters Score -2516869 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2517252.500000 Penalty: 5014.405762
	Iteration 10Q: 3 clusters Score -2517252 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2517624.000000 Penalty: 5014.405762
	Iteration 11Q: 3 clusters Score -2517624 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2517981.500000 Penalty: 5014.405762
	Iteration 12Q: 3 clusters Score -2517982 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2518331.000000 Penalty: 5014.405762
	Iteration 13Q: 3 clusters Score -2518331 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2518600.250000 Penalty: 5014.405762
	Iteration 14Q: 3 clusters Score -2518600 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2518826.250000 Penalty: 5014.405762
	Iteration 15Q: 3 clusters Score -2518826 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2519031.500000 Penalty: 5014.405762
	Iteration 16Q: 3 clusters Score -2519032 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2519192.500000 Penalty: 5014.405762
	Iteration 17Q: 3 clusters Score -2519192 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2519388.750000 Penalty: 5014.405762
	Iteration 18Q: 3 clusters Score -2519389 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2519598.000000 Penalty: 5014.405762
	Iteration 19Q: 3 clusters Score -2519598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2519804.750000 Penalty: 5014.405762
	Iteration 20F: 3 clusters Score -2519805 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2520023.000000 Penalty: 5014.405762
	Iteration 21Q: 3 clusters Score -2520023 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2520267.250000 Penalty: 5014.405762
	Iteration 22Q: 3 clusters Score -2520267 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2520495.750000 Penalty: 5014.405762
	Iteration 23Q: 3 clusters Score -2520496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2520655.750000 Penalty: 5014.405762
	Iteration 24Q: 3 clusters Score -2520656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2520751.000000 Penalty: 5014.405762
	Iteration 25Q: 3 clusters Score -2520751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2520804.750000 Penalty: 5014.405762
	Iteration 26Q: 3 clusters Score -2520805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2520828.000000 Penalty: 5014.405762
	Iteration 27Q: 3 clusters Score -2520828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2520845.250000 Penalty: 5014.405762
	Iteration 28Q: 3 clusters Score -2520845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2520858.250000 Penalty: 5014.405762
	Iteration 29Q: 3 clusters Score -2520858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2520860.250000 Penalty: 5014.405762
	Iteration 30Q: 3 clusters Score -2520860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2520864.750000 Penalty: 5014.405762
	Iteration 31Q: 3 clusters Score -2520865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2520867.000000 Penalty: 5014.405762
	Iteration 32Q: 3 clusters Score -2520867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2520868.500000 Penalty: 5014.405762
	Iteration 33Q: 3 clusters Score -2520868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2520868.750000 Penalty: 5014.405762
	Iteration 34Q: 3 clusters Score -2520869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2520870.250000 Penalty: 5014.405762
	Iteration 35Q: 3 clusters Score -2520870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2520872.000000 Penalty: 5014.405762
	Iteration 36Q: 3 clusters Score -2520872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2520876.500000 Penalty: 5014.405762
	Iteration 37Q: 3 clusters Score -2520876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2520875.500000 Penalty: 5014.405762
	Iteration 38Q: 3 clusters Score -2520876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2520881.250000 Penalty: 5014.405762
	Iteration 39Q: 3 clusters Score -2520881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2520879.500000 Penalty: 5014.405762
	Iteration 40F: 3 clusters Score -2520880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2520874.750000 Penalty: 5014.405762
	Iteration 41Q: 3 clusters Score -2520875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2520875.750000 Penalty: 5014.405762
	Iteration 42Q: 3 clusters Score -2520876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2520873.750000 Penalty: 5014.405762
	Iteration 43Q: 3 clusters Score -2520874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2520873.750000 Penalty: 5014.405762
	Iteration 44Q: 3 clusters Score -2520874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2520875.750000 Penalty: 5014.405762
	Iteration 45Q: 3 clusters Score -2520876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2520875.500000 Penalty: 5014.405762
	Iteration 46Q: 3 clusters Score -2520876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2520878.750000 Penalty: 5014.405762
	Iteration 47Q: 3 clusters Score -2520879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2520881.500000 Penalty: 5014.405762
	Iteration 48Q: 3 clusters Score -2520882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2520881.000000 Penalty: 5014.405762
	Iteration 49Q: 3 clusters Score -2520881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2520882.750000 Penalty: 5014.405762
	Iteration 50Q: 3 clusters Score -2520883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2520883.250000 Penalty: 5014.405762
	Iteration 51Q: 3 clusters Score -2520883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2520883.250000 Penalty: 5014.405762
	Iteration 52F: 3 clusters Score -2520883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -868785.250000 Penalty: 2207.505127
	Iteration 0F: 2 clusters Score -868785.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -862819.562500 Penalty: 4415.010254
	Iteration 0F: 3 clusters Score -862819.6 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -864377.750000 Penalty: 4415.010254
	Iteration 1F: 3 clusters Score -864377.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -864605.437500 Penalty: 4415.010254
	Iteration 2F: 3 clusters Score -864605.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -864734.812500 Penalty: 4415.010254
	Iteration 3Q: 3 clusters Score -864734.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -864841.562500 Penalty: 4415.010254
	Iteration 4Q: 3 clusters Score -864841.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -864931.875000 Penalty: 4415.010254
	Iteration 5Q: 3 clusters Score -864931.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -865022.250000 Penalty: 4415.010254
	Iteration 6Q: 3 clusters Score -865022.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -865095.750000 Penalty: 4415.010254
	Iteration 7Q: 3 clusters Score -865095.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -865161.562500 Penalty: 4415.010254
	Iteration 8Q: 3 clusters Score -865161.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -865217.000000 Penalty: 4415.010254
	Iteration 9Q: 3 clusters Score -865217 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -865274.687500 Penalty: 4415.010254
	Iteration 10Q: 3 clusters Score -865274.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -865349.062500 Penalty: 4415.010254
	Iteration 11Q: 3 clusters Score -865349.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -865420.125000 Penalty: 4415.010254
	Iteration 12Q: 3 clusters Score -865420.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -865511.437500 Penalty: 4415.010254
	Iteration 13Q: 3 clusters Score -865511.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -865606.500000 Penalty: 4415.010254
	Iteration 14Q: 3 clusters Score -865606.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -865704.500000 Penalty: 4415.010254
	Iteration 15Q: 3 clusters Score -865704.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -865811.062500 Penalty: 4415.010254
	Iteration 16Q: 3 clusters Score -865811.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -865931.312500 Penalty: 4415.010254
	Iteration 17Q: 3 clusters Score -865931.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -866067.500000 Penalty: 4415.010254
	Iteration 18Q: 3 clusters Score -866067.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -866201.437500 Penalty: 4415.010254
	Iteration 19Q: 3 clusters Score -866201.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -866331.437500 Penalty: 4415.010254
	Iteration 20F: 3 clusters Score -866331.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -866431.000000 Penalty: 4415.010254
	Iteration 21Q: 3 clusters Score -866431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -866509.312500 Penalty: 4415.010254
	Iteration 22Q: 3 clusters Score -866509.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -866579.250000 Penalty: 4415.010254
	Iteration 23Q: 3 clusters Score -866579.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -866638.312500 Penalty: 4415.010254
	Iteration 24Q: 3 clusters Score -866638.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -866703.000000 Penalty: 4415.010254
	Iteration 25Q: 3 clusters Score -866703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -866747.187500 Penalty: 4415.010254
	Iteration 26Q: 3 clusters Score -866747.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -866773.125000 Penalty: 4415.010254
	Iteration 27Q: 3 clusters Score -866773.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -866795.625000 Penalty: 4415.010254
	Iteration 28Q: 3 clusters Score -866795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -866813.062500 Penalty: 4415.010254
	Iteration 29Q: 3 clusters Score -866813.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -866821.562500 Penalty: 4415.010254
	Iteration 30Q: 3 clusters Score -866821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -866836.312500 Penalty: 4415.010254
	Iteration 31Q: 3 clusters Score -866836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -866846.625000 Penalty: 4415.010254
	Iteration 32Q: 3 clusters Score -866846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -866854.562500 Penalty: 4415.010254
	Iteration 33Q: 3 clusters Score -866854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -866858.562500 Penalty: 4415.010254
	Iteration 34Q: 3 clusters Score -866858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -866860.062500 Penalty: 4415.010254
	Iteration 35Q: 3 clusters Score -866860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -866860.062500 Penalty: 4415.010254
	Iteration 36F: 3 clusters Score -866860.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Entering Unmasked Estep 
Score: -1239705.125000 Penalty: 2315.175781
	Iteration 0F: 2 clusters Score -1239705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1231128.125000 Penalty: 4630.351562
	Iteration 0F: 3 clusters Score -1231128 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1233942.750000 Penalty: 4630.351562
	Iteration 1F: 3 clusters Score -1233943 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1234619.000000 Penalty: 4630.351562
	Iteration 2F: 3 clusters Score -1234619 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1235240.625000 Penalty: 4630.351562
	Iteration 3F: 3 clusters Score -1235241 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1235859.250000 Penalty: 4630.351562
	Iteration 4F: 3 clusters Score -1235859 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1236408.875000 Penalty: 4630.351562
	Iteration 5F: 3 clusters Score -1236409 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1236842.250000 Penalty: 4630.351562
	Iteration 6F: 3 clusters Score -1236842 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1237144.875000 Penalty: 4630.351562
	Iteration 7Q: 3 clusters Score -1237145 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1237357.500000 Penalty: 4630.351562
	Iteration 8Q: 3 clusters Score -1237358 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1237520.750000 Penalty: 4630.351562
	Iteration 9Q: 3 clusters Score -1237521 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1237646.250000 Penalty: 4630.351562
	Iteration 10Q: 3 clusters Score -1237646 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1237724.375000 Penalty: 4630.351562
	Iteration 11Q: 3 clusters Score -1237724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1237788.500000 Penalty: 4630.351562
	Iteration 12Q: 3 clusters Score -1237788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1237853.625000 Penalty: 4630.351562
	Iteration 13Q: 3 clusters Score -1237854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1237898.000000 Penalty: 4630.351562
	Iteration 14Q: 3 clusters Score -1237898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1237935.375000 Penalty: 4630.351562
	Iteration 15Q: 3 clusters Score -1237935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1237971.750000 Penalty: 4630.351562
	Iteration 16Q: 3 clusters Score -1237972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1238008.875000 Penalty: 4630.351562
	Iteration 17Q: 3 clusters Score -1238009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1238039.375000 Penalty: 4630.351562
	Iteration 18Q: 3 clusters Score -1238039 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1238065.125000 Penalty: 4630.351562
	Iteration 19Q: 3 clusters Score -1238065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1238088.625000 Penalty: 4630.351562
	Iteration 20F: 3 clusters Score -1238089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1238109.625000 Penalty: 4630.351562
	Iteration 21Q: 3 clusters Score -1238110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1238120.875000 Penalty: 4630.351562
	Iteration 22Q: 3 clusters Score -1238121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1238138.625000 Penalty: 4630.351562
	Iteration 23Q: 3 clusters Score -1238139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1238144.375000 Penalty: 4630.351562
	Iteration 24Q: 3 clusters Score -1238144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1238154.125000 Penalty: 4630.351562
	Iteration 25Q: 3 clusters Score -1238154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1238159.125000 Penalty: 4630.351562
	Iteration 26Q: 3 clusters Score -1238159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1238161.500000 Penalty: 4630.351562
	Iteration 27Q: 3 clusters Score -1238162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1238167.500000 Penalty: 4630.351562
	Iteration 28Q: 3 clusters Score -1238168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1238173.250000 Penalty: 4630.351562
	Iteration 29Q: 3 clusters Score -1238173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1238176.000000 Penalty: 4630.351562
	Iteration 30Q: 3 clusters Score -1238176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1238183.750000 Penalty: 4630.351562
	Iteration 31Q: 3 clusters Score -1238184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1238185.375000 Penalty: 4630.351562
	Iteration 32Q: 3 clusters Score -1238185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1238190.750000 Penalty: 4630.351562
	Iteration 33Q: 3 clusters Score -1238191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1238199.250000 Penalty: 4630.351562
	Iteration 34Q: 3 clusters Score -1238199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1238203.750000 Penalty: 4630.351562
	Iteration 35Q: 3 clusters Score -1238204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1238206.000000 Penalty: 4630.351562
	Iteration 36Q: 3 clusters Score -1238206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1238209.375000 Penalty: 4630.351562
	Iteration 37Q: 3 clusters Score -1238209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1238213.250000 Penalty: 4630.351562
	Iteration 38Q: 3 clusters Score -1238213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1238220.375000 Penalty: 4630.351562
	Iteration 39Q: 3 clusters Score -1238220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1238220.000000 Penalty: 4630.351562
	Iteration 40F: 3 clusters Score -1238220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1238223.625000 Penalty: 4630.351562
	Iteration 41Q: 3 clusters Score -1238224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1238224.500000 Penalty: 4630.351562
	Iteration 42Q: 3 clusters Score -1238224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1238225.125000 Penalty: 4630.351562
	Iteration 43Q: 3 clusters Score -1238225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1238222.875000 Penalty: 4630.351562
	Iteration 44Q: 3 clusters Score -1238223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1238225.000000 Penalty: 4630.351562
	Iteration 45Q: 3 clusters Score -1238225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1238227.250000 Penalty: 4630.351562
	Iteration 46Q: 3 clusters Score -1238227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1238227.875000 Penalty: 4630.351562
	Iteration 47Q: 3 clusters Score -1238228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1238232.375000 Penalty: 4630.351562
	Iteration 48Q: 3 clusters Score -1238232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1238231.625000 Penalty: 4630.351562
	Iteration 49Q: 3 clusters Score -1238232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1238233.500000 Penalty: 4630.351562
	Iteration 50Q: 3 clusters Score -1238234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1238235.000000 Penalty: 4630.351562
	Iteration 51Q: 3 clusters Score -1238235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1238241.625000 Penalty: 4630.351562
	Iteration 52Q: 3 clusters Score -1238242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1238244.000000 Penalty: 4630.351562
	Iteration 53Q: 3 clusters Score -1238244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1238245.375000 Penalty: 4630.351562
	Iteration 54Q: 3 clusters Score -1238245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1238246.750000 Penalty: 4630.351562
	Iteration 55Q: 3 clusters Score -1238247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1238251.000000 Penalty: 4630.351562
	Iteration 56Q: 3 clusters Score -1238251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1238254.625000 Penalty: 4630.351562
	Iteration 57Q: 3 clusters Score -1238255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1238251.500000 Penalty: 4630.351562
	Iteration 58Q: 3 clusters Score -1238252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1238256.375000 Penalty: 4630.351562
	Iteration 59Q: 3 clusters Score -1238256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1238255.250000 Penalty: 4630.351562
	Iteration 60F: 3 clusters Score -1238255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1238258.000000 Penalty: 4630.351562
	Iteration 61Q: 3 clusters Score -1238258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1238261.625000 Penalty: 4630.351562
	Iteration 62Q: 3 clusters Score -1238262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1238261.000000 Penalty: 4630.351562
	Iteration 63Q: 3 clusters Score -1238261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1238262.250000 Penalty: 4630.351562
	Iteration 64Q: 3 clusters Score -1238262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1238264.875000 Penalty: 4630.351562
	Iteration 65Q: 3 clusters Score -1238265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1238266.750000 Penalty: 4630.351562
	Iteration 66Q: 3 clusters Score -1238267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1238270.500000 Penalty: 4630.351562
	Iteration 67Q: 3 clusters Score -1238270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1238271.250000 Penalty: 4630.351562
	Iteration 68Q: 3 clusters Score -1238271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1238274.000000 Penalty: 4630.351562
	Iteration 69Q: 3 clusters Score -1238274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1238274.375000 Penalty: 4630.351562
	Iteration 70Q: 3 clusters Score -1238274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1238274.875000 Penalty: 4630.351562
	Iteration 71Q: 3 clusters Score -1238275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1238275.500000 Penalty: 4630.351562
	Iteration 72Q: 3 clusters Score -1238276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1238275.500000 Penalty: 4630.351562
	Iteration 73Q: 3 clusters Score -1238276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1238275.500000 Penalty: 4630.351562
	Iteration 74F: 3 clusters Score -1238276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Entering Unmasked Estep 
Score: -1173061.375000 Penalty: 2316.027832
	Iteration 0F: 2 clusters Score -1173061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1164514.125000 Penalty: 4632.055664
	Iteration 0F: 3 clusters Score -1164514 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1167290.500000 Penalty: 4632.055664
	Iteration 1F: 3 clusters Score -1167290 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1167976.125000 Penalty: 4632.055664
	Iteration 2F: 3 clusters Score -1167976 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1168603.625000 Penalty: 4632.055664
	Iteration 3F: 3 clusters Score -1168604 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1169242.375000 Penalty: 4632.055664
	Iteration 4F: 3 clusters Score -1169242 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1169783.125000 Penalty: 4632.055664
	Iteration 5F: 3 clusters Score -1169783 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1170159.125000 Penalty: 4632.055664
	Iteration 6F: 3 clusters Score -1170159 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1170482.125000 Penalty: 4632.055664
	Iteration 7Q: 3 clusters Score -1170482 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1170721.000000 Penalty: 4632.055664
	Iteration 8Q: 3 clusters Score -1170721 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1170908.250000 Penalty: 4632.055664
	Iteration 9Q: 3 clusters Score -1170908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1171034.250000 Penalty: 4632.055664
	Iteration 10Q: 3 clusters Score -1171034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1171131.250000 Penalty: 4632.055664
	Iteration 11Q: 3 clusters Score -1171131 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1171212.500000 Penalty: 4632.055664
	Iteration 12Q: 3 clusters Score -1171212 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1171282.750000 Penalty: 4632.055664
	Iteration 13Q: 3 clusters Score -1171283 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1171353.375000 Penalty: 4632.055664
	Iteration 14Q: 3 clusters Score -1171353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1171398.500000 Penalty: 4632.055664
	Iteration 15Q: 3 clusters Score -1171398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1171435.250000 Penalty: 4632.055664
	Iteration 16Q: 3 clusters Score -1171435 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1171469.375000 Penalty: 4632.055664
	Iteration 17Q: 3 clusters Score -1171469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1171529.625000 Penalty: 4632.055664
	Iteration 18Q: 3 clusters Score -1171530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1171634.000000 Penalty: 4632.055664
	Iteration 19Q: 3 clusters Score -1171634 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1171778.875000 Penalty: 4632.055664
	Iteration 20F: 3 clusters Score -1171779 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1171985.750000 Penalty: 4632.055664
	Iteration 21Q: 3 clusters Score -1171986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1172182.000000 Penalty: 4632.055664
	Iteration 22Q: 3 clusters Score -1172182 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1172333.875000 Penalty: 4632.055664
	Iteration 23Q: 3 clusters Score -1172334 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1172429.875000 Penalty: 4632.055664
	Iteration 24Q: 3 clusters Score -1172430 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1172488.250000 Penalty: 4632.055664
	Iteration 25Q: 3 clusters Score -1172488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1172514.125000 Penalty: 4632.055664
	Iteration 26Q: 3 clusters Score -1172514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1172534.000000 Penalty: 4632.055664
	Iteration 27Q: 3 clusters Score -1172534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1172553.375000 Penalty: 4632.055664
	Iteration 28Q: 3 clusters Score -1172553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1172560.750000 Penalty: 4632.055664
	Iteration 29Q: 3 clusters Score -1172561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1172569.000000 Penalty: 4632.055664
	Iteration 30Q: 3 clusters Score -1172569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1172575.125000 Penalty: 4632.055664
	Iteration 31Q: 3 clusters Score -1172575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1172581.125000 Penalty: 4632.055664
	Iteration 32Q: 3 clusters Score -1172581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1172585.250000 Penalty: 4632.055664
	Iteration 33Q: 3 clusters Score -1172585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1172589.000000 Penalty: 4632.055664
	Iteration 34Q: 3 clusters Score -1172589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1172590.250000 Penalty: 4632.055664
	Iteration 35Q: 3 clusters Score -1172590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1172592.625000 Penalty: 4632.055664
	Iteration 36Q: 3 clusters Score -1172593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1172596.125000 Penalty: 4632.055664
	Iteration 37Q: 3 clusters Score -1172596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1172596.750000 Penalty: 4632.055664
	Iteration 38Q: 3 clusters Score -1172597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1172596.375000 Penalty: 4632.055664
	Iteration 39Q: 3 clusters Score -1172596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1172594.250000 Penalty: 4632.055664
	Iteration 40F: 3 clusters Score -1172594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1172594.625000 Penalty: 4632.055664
	Iteration 41Q: 3 clusters Score -1172595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1172596.750000 Penalty: 4632.055664
	Iteration 42Q: 3 clusters Score -1172597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1172596.750000 Penalty: 4632.055664
	Iteration 43F: 3 clusters Score -1172597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -1207350.750000 Penalty: 2305.695801
	Iteration 0F: 2 clusters Score -1207351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1199222.500000 Penalty: 4611.391602
	Iteration 0F: 3 clusters Score -1199222 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1201784.000000 Penalty: 4611.391602
	Iteration 1F: 3 clusters Score -1201784 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1202438.750000 Penalty: 4611.391602
	Iteration 2F: 3 clusters Score -1202439 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1203199.875000 Penalty: 4611.391602
	Iteration 3F: 3 clusters Score -1203200 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1204088.375000 Penalty: 4611.391602
	Iteration 4F: 3 clusters Score -1204088 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1204814.750000 Penalty: 4611.391602
	Iteration 5F: 3 clusters Score -1204815 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1205264.000000 Penalty: 4611.391602
	Iteration 6F: 3 clusters Score -1205264 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1205546.625000 Penalty: 4611.391602
	Iteration 7Q: 3 clusters Score -1205547 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1205722.750000 Penalty: 4611.391602
	Iteration 8Q: 3 clusters Score -1205723 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1205821.500000 Penalty: 4611.391602
	Iteration 9Q: 3 clusters Score -1205822 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1205890.500000 Penalty: 4611.391602
	Iteration 10Q: 3 clusters Score -1205890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1205945.375000 Penalty: 4611.391602
	Iteration 11Q: 3 clusters Score -1205945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1205983.125000 Penalty: 4611.391602
	Iteration 12Q: 3 clusters Score -1205983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1206002.750000 Penalty: 4611.391602
	Iteration 13Q: 3 clusters Score -1206003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1206014.375000 Penalty: 4611.391602
	Iteration 14Q: 3 clusters Score -1206014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1206019.875000 Penalty: 4611.391602
	Iteration 15Q: 3 clusters Score -1206020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1206024.125000 Penalty: 4611.391602
	Iteration 16Q: 3 clusters Score -1206024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1206031.875000 Penalty: 4611.391602
	Iteration 17Q: 3 clusters Score -1206032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1206037.875000 Penalty: 4611.391602
	Iteration 18Q: 3 clusters Score -1206038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1206041.500000 Penalty: 4611.391602
	Iteration 19Q: 3 clusters Score -1206042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1206042.000000 Penalty: 4611.391602
	Iteration 20F: 3 clusters Score -1206042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1206045.750000 Penalty: 4611.391602
	Iteration 21Q: 3 clusters Score -1206046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1206044.125000 Penalty: 4611.391602
	Iteration 22Q: 3 clusters Score -1206044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1206046.750000 Penalty: 4611.391602
	Iteration 23Q: 3 clusters Score -1206047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1206048.875000 Penalty: 4611.391602
	Iteration 24Q: 3 clusters Score -1206049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1206050.500000 Penalty: 4611.391602
	Iteration 25Q: 3 clusters Score -1206050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1206052.250000 Penalty: 4611.391602
	Iteration 26Q: 3 clusters Score -1206052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1206051.875000 Penalty: 4611.391602
	Iteration 27Q: 3 clusters Score -1206052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1206054.875000 Penalty: 4611.391602
	Iteration 28Q: 3 clusters Score -1206055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1206057.625000 Penalty: 4611.391602
	Iteration 29Q: 3 clusters Score -1206058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1206059.750000 Penalty: 4611.391602
	Iteration 30Q: 3 clusters Score -1206060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1206062.000000 Penalty: 4611.391602
	Iteration 31Q: 3 clusters Score -1206062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1206062.125000 Penalty: 4611.391602
	Iteration 32Q: 3 clusters Score -1206062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1206061.500000 Penalty: 4611.391602
	Iteration 33Q: 3 clusters Score -1206062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1206063.625000 Penalty: 4611.391602
	Iteration 34Q: 3 clusters Score -1206064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1206066.375000 Penalty: 4611.391602
	Iteration 35Q: 3 clusters Score -1206066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1206068.000000 Penalty: 4611.391602
	Iteration 36Q: 3 clusters Score -1206068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1206068.250000 Penalty: 4611.391602
	Iteration 37Q: 3 clusters Score -1206068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1206068.250000 Penalty: 4611.391602
	Iteration 38Q: 3 clusters Score -1206068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1206070.500000 Penalty: 4611.391602
	Iteration 39Q: 3 clusters Score -1206070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1206070.500000 Penalty: 4611.391602
	Iteration 40F: 3 clusters Score -1206070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -177934.703125 Penalty: 1838.814087
	Iteration 0F: 2 clusters Score -177934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175561.015625 Penalty: 3677.628174
	Iteration 0F: 3 clusters Score -175561 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -175956.359375 Penalty: 3677.628174
	Iteration 1F: 3 clusters Score -175956.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -176110.515625 Penalty: 3677.628174
	Iteration 2F: 3 clusters Score -176110.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -176184.906250 Penalty: 3677.628174
	Iteration 3Q: 3 clusters Score -176184.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -176247.031250 Penalty: 3677.628174
	Iteration 4Q: 3 clusters Score -176247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -176291.187500 Penalty: 3677.628174
	Iteration 5Q: 3 clusters Score -176291.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -176340.343750 Penalty: 3677.628174
	Iteration 6Q: 3 clusters Score -176340.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -176372.562500 Penalty: 3677.628174
	Iteration 7Q: 3 clusters Score -176372.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -176397.953125 Penalty: 3677.628174
	Iteration 8Q: 3 clusters Score -176398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -176418.593750 Penalty: 3677.628174
	Iteration 9Q: 3 clusters Score -176418.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -176437.312500 Penalty: 3677.628174
	Iteration 10Q: 3 clusters Score -176437.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176451.281250 Penalty: 3677.628174
	Iteration 11Q: 3 clusters Score -176451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176454.453125 Penalty: 3677.628174
	Iteration 12Q: 3 clusters Score -176454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176456.968750 Penalty: 3677.628174
	Iteration 13Q: 3 clusters Score -176457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176459.562500 Penalty: 3677.628174
	Iteration 14Q: 3 clusters Score -176459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176463.703125 Penalty: 3677.628174
	Iteration 15Q: 3 clusters Score -176463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176466.281250 Penalty: 3677.628174
	Iteration 16Q: 3 clusters Score -176466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -176471.875000 Penalty: 3677.628174
	Iteration 17Q: 3 clusters Score -176471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176476.140625 Penalty: 3677.628174
	Iteration 18Q: 3 clusters Score -176476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176478.109375 Penalty: 3677.628174
	Iteration 19Q: 3 clusters Score -176478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -176479.359375 Penalty: 3677.628174
	Iteration 20F: 3 clusters Score -176479.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -222313.421875 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -222313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219492.125000 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -219492.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -220188.828125 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -220188.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -220529.484375 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -220529.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -220764.531250 Penalty: 3854.658447
	Iteration 3F: 3 clusters Score -220764.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221095.906250 Penalty: 3854.658447
	Iteration 4F: 3 clusters Score -221095.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221344.937500 Penalty: 3854.658447
	Iteration 5F: 3 clusters Score -221344.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -221552.187500 Penalty: 3854.658447
	Iteration 6F: 3 clusters Score -221552.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -221669.312500 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -221669.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -221756.296875 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -221756.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221839.125000 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -221839.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -221921.171875 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -221921.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -221968.125000 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -221968.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -222003.328125 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -222003.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -222021.375000 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -222021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -222025.750000 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -222025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -222026.171875 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -222026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -222026.171875 Penalty: 3854.658447
	Iteration 16F: 3 clusters Score -222026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Entering Unmasked Estep 
Score: -808726.125000 Penalty: 2197.157471
	Iteration 0F: 2 clusters Score -808726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -802933.625000 Penalty: 4394.314941
	Iteration 0F: 3 clusters Score -802933.6 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -804564.250000 Penalty: 4394.314941
	Iteration 1F: 3 clusters Score -804564.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -804878.500000 Penalty: 4394.314941
	Iteration 2F: 3 clusters Score -804878.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -805098.312500 Penalty: 4394.314941
	Iteration 3F: 3 clusters Score -805098.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -805269.062500 Penalty: 4394.314941
	Iteration 4Q: 3 clusters Score -805269.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -805398.500000 Penalty: 4394.314941
	Iteration 5Q: 3 clusters Score -805398.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -805514.937500 Penalty: 4394.314941
	Iteration 6Q: 3 clusters Score -805514.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -805624.750000 Penalty: 4394.314941
	Iteration 7Q: 3 clusters Score -805624.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -805717.375000 Penalty: 4394.314941
	Iteration 8Q: 3 clusters Score -805717.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -805795.687500 Penalty: 4394.314941
	Iteration 9Q: 3 clusters Score -805795.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -805872.187500 Penalty: 4394.314941
	Iteration 10Q: 3 clusters Score -805872.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -805942.687500 Penalty: 4394.314941
	Iteration 11Q: 3 clusters Score -805942.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -806008.125000 Penalty: 4394.314941
	Iteration 12Q: 3 clusters Score -806008.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -806064.937500 Penalty: 4394.314941
	Iteration 13Q: 3 clusters Score -806064.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -806125.250000 Penalty: 4394.314941
	Iteration 14Q: 3 clusters Score -806125.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -806190.250000 Penalty: 4394.314941
	Iteration 15Q: 3 clusters Score -806190.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -806235.875000 Penalty: 4394.314941
	Iteration 16Q: 3 clusters Score -806235.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -806283.812500 Penalty: 4394.314941
	Iteration 17Q: 3 clusters Score -806283.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -806329.062500 Penalty: 4394.314941
	Iteration 18Q: 3 clusters Score -806329.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -806367.625000 Penalty: 4394.314941
	Iteration 19Q: 3 clusters Score -806367.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -806411.875000 Penalty: 4394.314941
	Iteration 20F: 3 clusters Score -806411.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -806466.875000 Penalty: 4394.314941
	Iteration 21Q: 3 clusters Score -806466.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -806524.000000 Penalty: 4394.314941
	Iteration 22Q: 3 clusters Score -806524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -806592.312500 Penalty: 4394.314941
	Iteration 23Q: 3 clusters Score -806592.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -806650.625000 Penalty: 4394.314941
	Iteration 24Q: 3 clusters Score -806650.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -806692.875000 Penalty: 4394.314941
	Iteration 25Q: 3 clusters Score -806692.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -806737.562500 Penalty: 4394.314941
	Iteration 26Q: 3 clusters Score -806737.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -806774.500000 Penalty: 4394.314941
	Iteration 27Q: 3 clusters Score -806774.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -806823.250000 Penalty: 4394.314941
	Iteration 28Q: 3 clusters Score -806823.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -806860.062500 Penalty: 4394.314941
	Iteration 29Q: 3 clusters Score -806860.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -806891.687500 Penalty: 4394.314941
	Iteration 30Q: 3 clusters Score -806891.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -806913.875000 Penalty: 4394.314941
	Iteration 31Q: 3 clusters Score -806913.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -806926.812500 Penalty: 4394.314941
	Iteration 32Q: 3 clusters Score -806926.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -806941.687500 Penalty: 4394.314941
	Iteration 33Q: 3 clusters Score -806941.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -806955.562500 Penalty: 4394.314941
	Iteration 34Q: 3 clusters Score -806955.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -806976.625000 Penalty: 4394.314941
	Iteration 35Q: 3 clusters Score -806976.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -806994.375000 Penalty: 4394.314941
	Iteration 36Q: 3 clusters Score -806994.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -807010.000000 Penalty: 4394.314941
	Iteration 37Q: 3 clusters Score -807010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -807024.187500 Penalty: 4394.314941
	Iteration 38Q: 3 clusters Score -807024.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -807042.312500 Penalty: 4394.314941
	Iteration 39Q: 3 clusters Score -807042.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -807053.500000 Penalty: 4394.314941
	Iteration 40F: 3 clusters Score -807053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -807058.187500 Penalty: 4394.314941
	Iteration 41Q: 3 clusters Score -807058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -807061.750000 Penalty: 4394.314941
	Iteration 42Q: 3 clusters Score -807061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -807067.437500 Penalty: 4394.314941
	Iteration 43Q: 3 clusters Score -807067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -807073.187500 Penalty: 4394.314941
	Iteration 44Q: 3 clusters Score -807073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -807078.625000 Penalty: 4394.314941
	Iteration 45Q: 3 clusters Score -807078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -807079.062500 Penalty: 4394.314941
	Iteration 46Q: 3 clusters Score -807079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -807080.875000 Penalty: 4394.314941
	Iteration 47Q: 3 clusters Score -807080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -807085.062500 Penalty: 4394.314941
	Iteration 48Q: 3 clusters Score -807085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -807086.187500 Penalty: 4394.314941
	Iteration 49Q: 3 clusters Score -807086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -807086.687500 Penalty: 4394.314941
	Iteration 50Q: 3 clusters Score -807086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -807088.312500 Penalty: 4394.314941
	Iteration 51Q: 3 clusters Score -807088.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -807088.312500 Penalty: 4394.314941
	Iteration 52F: 3 clusters Score -807088.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (168686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168686 members 
Entering Unmasked Estep 
Score: -17916024.000000 Penalty: 2984.876953
	Iteration 0F: 2 clusters Score -1.791602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -17802798.000000 Penalty: 5969.753906
	Iteration 0F: 3 clusters Score -1.78028e+07 nChanged 80929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -17850458.000000 Penalty: 5969.753906
	Iteration 1F: 3 clusters Score -1.785046e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89132 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -17852224.000000 Penalty: 5969.753906
	Iteration 2Q: 3 clusters Score -1.785222e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -17854200.000000 Penalty: 5969.753906
	Iteration 3Q: 3 clusters Score -1.78542e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -17857008.000000 Penalty: 5969.753906
	Iteration 4Q: 3 clusters Score -1.785701e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -17860794.000000 Penalty: 5969.753906
	Iteration 5Q: 3 clusters Score -1.786079e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -17865574.000000 Penalty: 5969.753906
	Iteration 6F: 3 clusters Score -1.786557e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -17872506.000000 Penalty: 5969.753906
	Iteration 7F: 3 clusters Score -1.787251e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -17881054.000000 Penalty: 5969.753906
	Iteration 8F: 3 clusters Score -1.788105e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136753 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -17890416.000000 Penalty: 5969.753906
	Iteration 9F: 3 clusters Score -1.789042e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -17898508.000000 Penalty: 5969.753906
	Iteration 10F: 3 clusters Score -1.789851e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -17904202.000000 Penalty: 5969.753906
	Iteration 11Q: 3 clusters Score -1.79042e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156528 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -17907620.000000 Penalty: 5969.753906
	Iteration 12Q: 3 clusters Score -1.790762e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -17910092.000000 Penalty: 5969.753906
	Iteration 13Q: 3 clusters Score -1.791009e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161419 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -17911564.000000 Penalty: 5969.753906
	Iteration 14Q: 3 clusters Score -1.791156e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -17912504.000000 Penalty: 5969.753906
	Iteration 15Q: 3 clusters Score -1.79125e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -17913134.000000 Penalty: 5969.753906
	Iteration 16Q: 3 clusters Score -1.791313e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -17913516.000000 Penalty: 5969.753906
	Iteration 17Q: 3 clusters Score -1.791352e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -17913788.000000 Penalty: 5969.753906
	Iteration 18Q: 3 clusters Score -1.791379e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -17914026.000000 Penalty: 5969.753906
	Iteration 19Q: 3 clusters Score -1.791403e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165423 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17914136.000000 Penalty: 5969.753906
	Iteration 20F: 3 clusters Score -1.791414e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -17914200.000000 Penalty: 5969.753906
	Iteration 21Q: 3 clusters Score -1.79142e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165639 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -17914304.000000 Penalty: 5969.753906
	Iteration 22Q: 3 clusters Score -1.79143e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -17914362.000000 Penalty: 5969.753906
	Iteration 23Q: 3 clusters Score -1.791436e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165789 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -17914438.000000 Penalty: 5969.753906
	Iteration 24Q: 3 clusters Score -1.791444e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -17914524.000000 Penalty: 5969.753906
	Iteration 25Q: 3 clusters Score -1.791452e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -17914570.000000 Penalty: 5969.753906
	Iteration 26Q: 3 clusters Score -1.791457e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165940 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -17914584.000000 Penalty: 5969.753906
	Iteration 27Q: 3 clusters Score -1.791458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -17914596.000000 Penalty: 5969.753906
	Iteration 28Q: 3 clusters Score -1.79146e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166045 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17914614.000000 Penalty: 5969.753906
	Iteration 29Q: 3 clusters Score -1.791461e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166082 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -17914592.000000 Penalty: 5969.753906
	Iteration 30Q: 3 clusters Score -1.791459e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -17914632.000000 Penalty: 5969.753906
	Iteration 31Q: 3 clusters Score -1.791463e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166109 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -17914632.000000 Penalty: 5969.753906
	Iteration 32Q: 3 clusters Score -1.791463e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -17914652.000000 Penalty: 5969.753906
	Iteration 33Q: 3 clusters Score -1.791465e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -17914680.000000 Penalty: 5969.753906
	Iteration 34Q: 3 clusters Score -1.791468e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17914708.000000 Penalty: 5969.753906
	Iteration 35Q: 3 clusters Score -1.791471e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17914702.000000 Penalty: 5969.753906
	Iteration 36Q: 3 clusters Score -1.79147e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -17914702.000000 Penalty: 5969.753906
	Iteration 37Q: 3 clusters Score -1.79147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166238 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -17914734.000000 Penalty: 5969.753906
	Iteration 38Q: 3 clusters Score -1.791473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166264 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -17914742.000000 Penalty: 5969.753906
	Iteration 39Q: 3 clusters Score -1.791474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -17914732.000000 Penalty: 5969.753906
	Iteration 40F: 3 clusters Score -1.791473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -17914736.000000 Penalty: 5969.753906
	Iteration 41Q: 3 clusters Score -1.791474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -17914744.000000 Penalty: 5969.753906
	Iteration 42Q: 3 clusters Score -1.791474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17914760.000000 Penalty: 5969.753906
	Iteration 43Q: 3 clusters Score -1.791476e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -17914758.000000 Penalty: 5969.753906
	Iteration 44Q: 3 clusters Score -1.791476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -17914752.000000 Penalty: 5969.753906
	Iteration 45Q: 3 clusters Score -1.791475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -17914786.000000 Penalty: 5969.753906
	Iteration 46Q: 3 clusters Score -1.791479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -17914786.000000 Penalty: 5969.753906
	Iteration 47Q: 3 clusters Score -1.791479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17914782.000000 Penalty: 5969.753906
	Iteration 48Q: 3 clusters Score -1.791478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166326 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -17914788.000000 Penalty: 5969.753906
	Iteration 49Q: 3 clusters Score -1.791479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 5969.753906
	Iteration 50Q: 3 clusters Score -1.79148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -17914790.000000 Penalty: 5969.753906
	Iteration 51Q: 3 clusters Score -1.791479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -17914784.000000 Penalty: 5969.753906
	Iteration 52Q: 3 clusters Score -1.791478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 5969.753906
	Iteration 53Q: 3 clusters Score -1.79148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17914812.000000 Penalty: 5969.753906
	Iteration 54Q: 3 clusters Score -1.791481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -17914804.000000 Penalty: 5969.753906
	Iteration 55Q: 3 clusters Score -1.79148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 5969.753906
	Iteration 56Q: 3 clusters Score -1.79148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -17914804.000000 Penalty: 5969.753906
	Iteration 57Q: 3 clusters Score -1.79148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 5969.753906
	Iteration 58Q: 3 clusters Score -1.79148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17914790.000000 Penalty: 5969.753906
	Iteration 59Q: 3 clusters Score -1.791479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17914814.000000 Penalty: 5969.753906
	Iteration 60F: 3 clusters Score -1.791481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -17914806.000000 Penalty: 5969.753906
	Iteration 61Q: 3 clusters Score -1.791481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -17914802.000000 Penalty: 5969.753906
	Iteration 62Q: 3 clusters Score -1.79148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -17914812.000000 Penalty: 5969.753906
	Iteration 63Q: 3 clusters Score -1.791481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -17914804.000000 Penalty: 5969.753906
	Iteration 64Q: 3 clusters Score -1.79148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 5969.753906
	Iteration 65Q: 3 clusters Score -1.79148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 5969.753906
	Iteration 66F: 3 clusters Score -1.79148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -481990.093750 Penalty: 2115.075195
	Iteration 0F: 2 clusters Score -481990.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -477433.312500 Penalty: 4230.150391
	Iteration 0F: 3 clusters Score -477433.3 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478646.656250 Penalty: 4230.150391
	Iteration 1F: 3 clusters Score -478646.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -479023.343750 Penalty: 4230.150391
	Iteration 2F: 3 clusters Score -479023.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -479346.093750 Penalty: 4230.150391
	Iteration 3F: 3 clusters Score -479346.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -479594.562500 Penalty: 4230.150391
	Iteration 4F: 3 clusters Score -479594.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -479796.750000 Penalty: 4230.150391
	Iteration 5F: 3 clusters Score -479796.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -479955.250000 Penalty: 4230.150391
	Iteration 6Q: 3 clusters Score -479955.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -480110.312500 Penalty: 4230.150391
	Iteration 7Q: 3 clusters Score -480110.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -480233.218750 Penalty: 4230.150391
	Iteration 8Q: 3 clusters Score -480233.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -480382.500000 Penalty: 4230.150391
	Iteration 9Q: 3 clusters Score -480382.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -480542.906250 Penalty: 4230.150391
	Iteration 10Q: 3 clusters Score -480542.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -480729.062500 Penalty: 4230.150391
	Iteration 11Q: 3 clusters Score -480729.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -480870.156250 Penalty: 4230.150391
	Iteration 12Q: 3 clusters Score -480870.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -480974.156250 Penalty: 4230.150391
	Iteration 13Q: 3 clusters Score -480974.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -481036.875000 Penalty: 4230.150391
	Iteration 14Q: 3 clusters Score -481036.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -481088.250000 Penalty: 4230.150391
	Iteration 15Q: 3 clusters Score -481088.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -481128.937500 Penalty: 4230.150391
	Iteration 16Q: 3 clusters Score -481128.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -481154.218750 Penalty: 4230.150391
	Iteration 17Q: 3 clusters Score -481154.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -481174.656250 Penalty: 4230.150391
	Iteration 18Q: 3 clusters Score -481174.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -481189.343750 Penalty: 4230.150391
	Iteration 19Q: 3 clusters Score -481189.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -481206.343750 Penalty: 4230.150391
	Iteration 20F: 3 clusters Score -481206.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481227.937500 Penalty: 4230.150391
	Iteration 21Q: 3 clusters Score -481227.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481246.500000 Penalty: 4230.150391
	Iteration 22Q: 3 clusters Score -481246.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -481267.500000 Penalty: 4230.150391
	Iteration 23Q: 3 clusters Score -481267.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -481277.625000 Penalty: 4230.150391
	Iteration 24Q: 3 clusters Score -481277.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -481288.906250 Penalty: 4230.150391
	Iteration 25Q: 3 clusters Score -481288.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -481297.906250 Penalty: 4230.150391
	Iteration 26Q: 3 clusters Score -481297.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -481306.718750 Penalty: 4230.150391
	Iteration 27Q: 3 clusters Score -481306.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -481315.500000 Penalty: 4230.150391
	Iteration 28Q: 3 clusters Score -481315.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -481320.218750 Penalty: 4230.150391
	Iteration 29Q: 3 clusters Score -481320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -481328.531250 Penalty: 4230.150391
	Iteration 30Q: 3 clusters Score -481328.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -481338.687500 Penalty: 4230.150391
	Iteration 31Q: 3 clusters Score -481338.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -481353.593750 Penalty: 4230.150391
	Iteration 32Q: 3 clusters Score -481353.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -481365.406250 Penalty: 4230.150391
	Iteration 33Q: 3 clusters Score -481365.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -481375.687500 Penalty: 4230.150391
	Iteration 34Q: 3 clusters Score -481375.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -481385.625000 Penalty: 4230.150391
	Iteration 35Q: 3 clusters Score -481385.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -481392.281250 Penalty: 4230.150391
	Iteration 36Q: 3 clusters Score -481392.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -481399.781250 Penalty: 4230.150391
	Iteration 37Q: 3 clusters Score -481399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -481402.531250 Penalty: 4230.150391
	Iteration 38Q: 3 clusters Score -481402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -481404.843750 Penalty: 4230.150391
	Iteration 39Q: 3 clusters Score -481404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -481407.312500 Penalty: 4230.150391
	Iteration 40F: 3 clusters Score -481407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -481410.687500 Penalty: 4230.150391
	Iteration 41Q: 3 clusters Score -481410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -481413.906250 Penalty: 4230.150391
	Iteration 42Q: 3 clusters Score -481413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -481416.937500 Penalty: 4230.150391
	Iteration 43Q: 3 clusters Score -481416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -481420.593750 Penalty: 4230.150391
	Iteration 44Q: 3 clusters Score -481420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -481424.000000 Penalty: 4230.150391
	Iteration 45Q: 3 clusters Score -481424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -481428.281250 Penalty: 4230.150391
	Iteration 46Q: 3 clusters Score -481428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -481432.656250 Penalty: 4230.150391
	Iteration 47Q: 3 clusters Score -481432.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -481439.718750 Penalty: 4230.150391
	Iteration 48Q: 3 clusters Score -481439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -481443.062500 Penalty: 4230.150391
	Iteration 49Q: 3 clusters Score -481443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -481446.906250 Penalty: 4230.150391
	Iteration 50Q: 3 clusters Score -481446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -481451.406250 Penalty: 4230.150391
	Iteration 51Q: 3 clusters Score -481451.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -481456.031250 Penalty: 4230.150391
	Iteration 52Q: 3 clusters Score -481456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -481460.375000 Penalty: 4230.150391
	Iteration 53Q: 3 clusters Score -481460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -481463.781250 Penalty: 4230.150391
	Iteration 54Q: 3 clusters Score -481463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -481467.593750 Penalty: 4230.150391
	Iteration 55Q: 3 clusters Score -481467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -481467.531250 Penalty: 4230.150391
	Iteration 56Q: 3 clusters Score -481467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -481467.250000 Penalty: 4230.150391
	Iteration 57Q: 3 clusters Score -481467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -481467.250000 Penalty: 4230.150391
	Iteration 58F: 3 clusters Score -481467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Entering Unmasked Estep 
Score: -6947945.500000 Penalty: 2731.209229
	Iteration 0F: 2 clusters Score -6947946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6907529.000000 Penalty: 5462.418457
	Iteration 0F: 3 clusters Score -6907529 nChanged 28069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -6923254.500000 Penalty: 5462.418457
	Iteration 1F: 3 clusters Score -6923254 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -6924493.500000 Penalty: 5462.418457
	Iteration 2Q: 3 clusters Score -6924494 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6926324.000000 Penalty: 5462.418457
	Iteration 3F: 3 clusters Score -6926324 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -6928723.500000 Penalty: 5462.418457
	Iteration 4F: 3 clusters Score -6928724 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6931546.000000 Penalty: 5462.418457
	Iteration 5F: 3 clusters Score -6931546 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -6934172.500000 Penalty: 5462.418457
	Iteration 6F: 3 clusters Score -6934172 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6936090.500000 Penalty: 5462.418457
	Iteration 7F: 3 clusters Score -6936090 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -6937342.000000 Penalty: 5462.418457
	Iteration 8Q: 3 clusters Score -6937342 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -6938267.000000 Penalty: 5462.418457
	Iteration 9Q: 3 clusters Score -6938267 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -6939103.500000 Penalty: 5462.418457
	Iteration 10Q: 3 clusters Score -6939104 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -6940089.500000 Penalty: 5462.418457
	Iteration 11Q: 3 clusters Score -6940090 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -6941079.500000 Penalty: 5462.418457
	Iteration 12Q: 3 clusters Score -6941080 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -6941961.000000 Penalty: 5462.418457
	Iteration 13Q: 3 clusters Score -6941961 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -6942511.000000 Penalty: 5462.418457
	Iteration 14Q: 3 clusters Score -6942511 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -6943050.000000 Penalty: 5462.418457
	Iteration 15Q: 3 clusters Score -6943050 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -6943393.500000 Penalty: 5462.418457
	Iteration 16Q: 3 clusters Score -6943394 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -6943703.000000 Penalty: 5462.418457
	Iteration 17Q: 3 clusters Score -6943703 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -6944017.000000 Penalty: 5462.418457
	Iteration 18Q: 3 clusters Score -6944017 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -6944320.000000 Penalty: 5462.418457
	Iteration 19Q: 3 clusters Score -6944320 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6944568.500000 Penalty: 5462.418457
	Iteration 20F: 3 clusters Score -6944568 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6944846.500000 Penalty: 5462.418457
	Iteration 21Q: 3 clusters Score -6944846 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6945091.000000 Penalty: 5462.418457
	Iteration 22Q: 3 clusters Score -6945091 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -6945359.000000 Penalty: 5462.418457
	Iteration 23Q: 3 clusters Score -6945359 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -6945582.500000 Penalty: 5462.418457
	Iteration 24Q: 3 clusters Score -6945582 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -6945770.500000 Penalty: 5462.418457
	Iteration 25Q: 3 clusters Score -6945770 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6945935.500000 Penalty: 5462.418457
	Iteration 26Q: 3 clusters Score -6945936 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -6946095.500000 Penalty: 5462.418457
	Iteration 27Q: 3 clusters Score -6946096 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -6946200.000000 Penalty: 5462.418457
	Iteration 28Q: 3 clusters Score -6946200 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -6946297.000000 Penalty: 5462.418457
	Iteration 29Q: 3 clusters Score -6946297 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6946382.500000 Penalty: 5462.418457
	Iteration 30Q: 3 clusters Score -6946382 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -6946462.000000 Penalty: 5462.418457
	Iteration 31Q: 3 clusters Score -6946462 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -6946558.500000 Penalty: 5462.418457
	Iteration 32Q: 3 clusters Score -6946558 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -6946613.500000 Penalty: 5462.418457
	Iteration 33Q: 3 clusters Score -6946614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -6946671.500000 Penalty: 5462.418457
	Iteration 34Q: 3 clusters Score -6946672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -6946697.000000 Penalty: 5462.418457
	Iteration 35Q: 3 clusters Score -6946697 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -6946735.500000 Penalty: 5462.418457
	Iteration 36Q: 3 clusters Score -6946736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -6946759.500000 Penalty: 5462.418457
	Iteration 37Q: 3 clusters Score -6946760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6946778.000000 Penalty: 5462.418457
	Iteration 38Q: 3 clusters Score -6946778 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -6946807.000000 Penalty: 5462.418457
	Iteration 39Q: 3 clusters Score -6946807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -6946816.000000 Penalty: 5462.418457
	Iteration 40F: 3 clusters Score -6946816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -6946839.000000 Penalty: 5462.418457
	Iteration 41Q: 3 clusters Score -6946839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6946856.500000 Penalty: 5462.418457
	Iteration 42Q: 3 clusters Score -6946856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -6946852.500000 Penalty: 5462.418457
	Iteration 43Q: 3 clusters Score -6946852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6946868.500000 Penalty: 5462.418457
	Iteration 44Q: 3 clusters Score -6946868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -6946883.500000 Penalty: 5462.418457
	Iteration 45Q: 3 clusters Score -6946884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -6946889.500000 Penalty: 5462.418457
	Iteration 46Q: 3 clusters Score -6946890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -6946887.000000 Penalty: 5462.418457
	Iteration 47Q: 3 clusters Score -6946887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -6946887.500000 Penalty: 5462.418457
	Iteration 48Q: 3 clusters Score -6946888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -6946882.500000 Penalty: 5462.418457
	Iteration 49Q: 3 clusters Score -6946882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -6946896.500000 Penalty: 5462.418457
	Iteration 50Q: 3 clusters Score -6946896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -6946917.500000 Penalty: 5462.418457
	Iteration 51Q: 3 clusters Score -6946918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -6946942.000000 Penalty: 5462.418457
	Iteration 52Q: 3 clusters Score -6946942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -6946958.000000 Penalty: 5462.418457
	Iteration 53Q: 3 clusters Score -6946958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -6946976.500000 Penalty: 5462.418457
	Iteration 54Q: 3 clusters Score -6946976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -6946983.500000 Penalty: 5462.418457
	Iteration 55Q: 3 clusters Score -6946984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -6946990.000000 Penalty: 5462.418457
	Iteration 56Q: 3 clusters Score -6946990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -6946999.000000 Penalty: 5462.418457
	Iteration 57Q: 3 clusters Score -6946999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -6947014.500000 Penalty: 5462.418457
	Iteration 58Q: 3 clusters Score -6947014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -6947010.000000 Penalty: 5462.418457
	Iteration 59Q: 3 clusters Score -6947010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -6947016.500000 Penalty: 5462.418457
	Iteration 60F: 3 clusters Score -6947016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -6947018.500000 Penalty: 5462.418457
	Iteration 61Q: 3 clusters Score -6947018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -6947019.000000 Penalty: 5462.418457
	Iteration 62Q: 3 clusters Score -6947019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -6947040.000000 Penalty: 5462.418457
	Iteration 63Q: 3 clusters Score -6947040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -6947042.500000 Penalty: 5462.418457
	Iteration 64Q: 3 clusters Score -6947042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -6947053.500000 Penalty: 5462.418457
	Iteration 65Q: 3 clusters Score -6947054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -6947050.500000 Penalty: 5462.418457
	Iteration 66Q: 3 clusters Score -6947050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -6947058.000000 Penalty: 5462.418457
	Iteration 67Q: 3 clusters Score -6947058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -6947061.500000 Penalty: 5462.418457
	Iteration 68Q: 3 clusters Score -6947062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -6947065.000000 Penalty: 5462.418457
	Iteration 69Q: 3 clusters Score -6947065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -6947063.500000 Penalty: 5462.418457
	Iteration 70Q: 3 clusters Score -6947064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -6947052.500000 Penalty: 5462.418457
	Iteration 71Q: 3 clusters Score -6947052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -6947071.000000 Penalty: 5462.418457
	Iteration 72Q: 3 clusters Score -6947071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -6947066.000000 Penalty: 5462.418457
	Iteration 73Q: 3 clusters Score -6947066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6947076.000000 Penalty: 5462.418457
	Iteration 74Q: 3 clusters Score -6947076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -6947080.500000 Penalty: 5462.418457
	Iteration 75Q: 3 clusters Score -6947080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -6947087.500000 Penalty: 5462.418457
	Iteration 76Q: 3 clusters Score -6947088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -6947092.000000 Penalty: 5462.418457
	Iteration 77Q: 3 clusters Score -6947092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -6947086.000000 Penalty: 5462.418457
	Iteration 78Q: 3 clusters Score -6947086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -6947077.000000 Penalty: 5462.418457
	Iteration 79Q: 3 clusters Score -6947077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -6947079.000000 Penalty: 5462.418457
	Iteration 80F: 3 clusters Score -6947079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -6947072.500000 Penalty: 5462.418457
	Iteration 81Q: 3 clusters Score -6947072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -6947081.000000 Penalty: 5462.418457
	Iteration 82Q: 3 clusters Score -6947081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -6947077.000000 Penalty: 5462.418457
	Iteration 83Q: 3 clusters Score -6947077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -6947074.500000 Penalty: 5462.418457
	Iteration 84Q: 3 clusters Score -6947074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -6947072.500000 Penalty: 5462.418457
	Iteration 85Q: 3 clusters Score -6947072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -6947078.000000 Penalty: 5462.418457
	Iteration 86Q: 3 clusters Score -6947078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -6947084.000000 Penalty: 5462.418457
	Iteration 87Q: 3 clusters Score -6947084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6947078.500000 Penalty: 5462.418457
	Iteration 88Q: 3 clusters Score -6947078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -6947075.500000 Penalty: 5462.418457
	Iteration 89Q: 3 clusters Score -6947076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -6947080.000000 Penalty: 5462.418457
	Iteration 90Q: 3 clusters Score -6947080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -6947081.500000 Penalty: 5462.418457
	Iteration 91Q: 3 clusters Score -6947082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -6947078.500000 Penalty: 5462.418457
	Iteration 92Q: 3 clusters Score -6947078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -6947086.000000 Penalty: 5462.418457
	Iteration 93Q: 3 clusters Score -6947086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -6947089.000000 Penalty: 5462.418457
	Iteration 94Q: 3 clusters Score -6947089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -6947078.000000 Penalty: 5462.418457
	Iteration 95Q: 3 clusters Score -6947078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -6947083.000000 Penalty: 5462.418457
	Iteration 96Q: 3 clusters Score -6947083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -6947080.000000 Penalty: 5462.418457
	Iteration 97Q: 3 clusters Score -6947080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -6947087.000000 Penalty: 5462.418457
	Iteration 98Q: 3 clusters Score -6947087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -6947082.000000 Penalty: 5462.418457
	Iteration 99Q: 3 clusters Score -6947082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -6947082.500000 Penalty: 5462.418457
	Iteration 100F: 3 clusters Score -6947082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -6947084.500000 Penalty: 5462.418457
	Iteration 101Q: 3 clusters Score -6947084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -6947088.500000 Penalty: 5462.418457
	Iteration 102Q: 3 clusters Score -6947088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -6947088.500000 Penalty: 5462.418457
	Iteration 103F: 3 clusters Score -6947088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Entering Unmasked Estep 
Score: -2031214.500000 Penalty: 2424.164795
	Iteration 0F: 2 clusters Score -2031214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2018715.250000 Penalty: 4848.329590
	Iteration 0F: 3 clusters Score -2018715 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2023002.875000 Penalty: 4848.329590
	Iteration 1F: 3 clusters Score -2023003 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2023570.500000 Penalty: 4848.329590
	Iteration 2F: 3 clusters Score -2023570 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2024161.125000 Penalty: 4848.329590
	Iteration 3F: 3 clusters Score -2024161 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2024743.750000 Penalty: 4848.329590
	Iteration 4F: 3 clusters Score -2024744 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2025378.875000 Penalty: 4848.329590
	Iteration 5F: 3 clusters Score -2025379 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2025998.375000 Penalty: 4848.329590
	Iteration 6F: 3 clusters Score -2025998 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2026539.250000 Penalty: 4848.329590
	Iteration 7F: 3 clusters Score -2026539 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2026939.500000 Penalty: 4848.329590
	Iteration 8Q: 3 clusters Score -2026940 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2027224.750000 Penalty: 4848.329590
	Iteration 9Q: 3 clusters Score -2027225 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2027413.375000 Penalty: 4848.329590
	Iteration 10Q: 3 clusters Score -2027413 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2027568.875000 Penalty: 4848.329590
	Iteration 11Q: 3 clusters Score -2027569 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2027699.875000 Penalty: 4848.329590
	Iteration 12Q: 3 clusters Score -2027700 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2027827.000000 Penalty: 4848.329590
	Iteration 13Q: 3 clusters Score -2027827 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2027953.250000 Penalty: 4848.329590
	Iteration 14Q: 3 clusters Score -2027953 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2028062.750000 Penalty: 4848.329590
	Iteration 15Q: 3 clusters Score -2028063 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2028163.000000 Penalty: 4848.329590
	Iteration 16Q: 3 clusters Score -2028163 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2028262.375000 Penalty: 4848.329590
	Iteration 17Q: 3 clusters Score -2028262 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2028357.250000 Penalty: 4848.329590
	Iteration 18Q: 3 clusters Score -2028357 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2028434.250000 Penalty: 4848.329590
	Iteration 19Q: 3 clusters Score -2028434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2028518.750000 Penalty: 4848.329590
	Iteration 20F: 3 clusters Score -2028519 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2028594.875000 Penalty: 4848.329590
	Iteration 21Q: 3 clusters Score -2028595 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2028668.500000 Penalty: 4848.329590
	Iteration 22Q: 3 clusters Score -2028668 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2028730.750000 Penalty: 4848.329590
	Iteration 23Q: 3 clusters Score -2028731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2028803.000000 Penalty: 4848.329590
	Iteration 24Q: 3 clusters Score -2028803 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2028861.625000 Penalty: 4848.329590
	Iteration 25Q: 3 clusters Score -2028862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2028933.750000 Penalty: 4848.329590
	Iteration 26Q: 3 clusters Score -2028934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2029001.250000 Penalty: 4848.329590
	Iteration 27Q: 3 clusters Score -2029001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2029062.500000 Penalty: 4848.329590
	Iteration 28Q: 3 clusters Score -2029062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2029137.000000 Penalty: 4848.329590
	Iteration 29Q: 3 clusters Score -2029137 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2029197.250000 Penalty: 4848.329590
	Iteration 30Q: 3 clusters Score -2029197 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2029273.375000 Penalty: 4848.329590
	Iteration 31Q: 3 clusters Score -2029273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2029347.125000 Penalty: 4848.329590
	Iteration 32Q: 3 clusters Score -2029347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2029390.750000 Penalty: 4848.329590
	Iteration 33Q: 3 clusters Score -2029391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2029433.250000 Penalty: 4848.329590
	Iteration 34Q: 3 clusters Score -2029433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2029456.000000 Penalty: 4848.329590
	Iteration 35Q: 3 clusters Score -2029456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2029483.375000 Penalty: 4848.329590
	Iteration 36Q: 3 clusters Score -2029483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2029506.500000 Penalty: 4848.329590
	Iteration 37Q: 3 clusters Score -2029506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2029531.625000 Penalty: 4848.329590
	Iteration 38Q: 3 clusters Score -2029532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2029551.125000 Penalty: 4848.329590
	Iteration 39Q: 3 clusters Score -2029551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2029571.125000 Penalty: 4848.329590
	Iteration 40F: 3 clusters Score -2029571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2029590.500000 Penalty: 4848.329590
	Iteration 41Q: 3 clusters Score -2029590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2029609.625000 Penalty: 4848.329590
	Iteration 42Q: 3 clusters Score -2029610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2029623.875000 Penalty: 4848.329590
	Iteration 43Q: 3 clusters Score -2029624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2029635.250000 Penalty: 4848.329590
	Iteration 44Q: 3 clusters Score -2029635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2029648.375000 Penalty: 4848.329590
	Iteration 45Q: 3 clusters Score -2029648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2029651.375000 Penalty: 4848.329590
	Iteration 46Q: 3 clusters Score -2029651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2029657.625000 Penalty: 4848.329590
	Iteration 47Q: 3 clusters Score -2029658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2029659.375000 Penalty: 4848.329590
	Iteration 48Q: 3 clusters Score -2029659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2029665.125000 Penalty: 4848.329590
	Iteration 49Q: 3 clusters Score -2029665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2029668.750000 Penalty: 4848.329590
	Iteration 50Q: 3 clusters Score -2029669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2029670.250000 Penalty: 4848.329590
	Iteration 51Q: 3 clusters Score -2029670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2029669.875000 Penalty: 4848.329590
	Iteration 52Q: 3 clusters Score -2029670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2029677.125000 Penalty: 4848.329590
	Iteration 53Q: 3 clusters Score -2029677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2029683.375000 Penalty: 4848.329590
	Iteration 54Q: 3 clusters Score -2029683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2029682.250000 Penalty: 4848.329590
	Iteration 55Q: 3 clusters Score -2029682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2029685.875000 Penalty: 4848.329590
	Iteration 56Q: 3 clusters Score -2029686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2029690.250000 Penalty: 4848.329590
	Iteration 57Q: 3 clusters Score -2029690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2029695.000000 Penalty: 4848.329590
	Iteration 58Q: 3 clusters Score -2029695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2029691.875000 Penalty: 4848.329590
	Iteration 59Q: 3 clusters Score -2029692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2029689.875000 Penalty: 4848.329590
	Iteration 60F: 3 clusters Score -2029690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2029691.875000 Penalty: 4848.329590
	Iteration 61Q: 3 clusters Score -2029692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2029696.875000 Penalty: 4848.329590
	Iteration 62Q: 3 clusters Score -2029697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2029696.375000 Penalty: 4848.329590
	Iteration 63Q: 3 clusters Score -2029696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2029700.250000 Penalty: 4848.329590
	Iteration 64Q: 3 clusters Score -2029700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2029697.375000 Penalty: 4848.329590
	Iteration 65Q: 3 clusters Score -2029697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2029699.875000 Penalty: 4848.329590
	Iteration 66Q: 3 clusters Score -2029700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2029699.875000 Penalty: 4848.329590
	Iteration 67Q: 3 clusters Score -2029700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2029701.625000 Penalty: 4848.329590
	Iteration 68Q: 3 clusters Score -2029702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2029702.625000 Penalty: 4848.329590
	Iteration 69Q: 3 clusters Score -2029703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2029702.625000 Penalty: 4848.329590
	Iteration 70F: 3 clusters Score -2029703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -702219.312500 Penalty: 2160.478760
	Iteration 0F: 2 clusters Score -702219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -697113.437500 Penalty: 4320.957520
	Iteration 0F: 3 clusters Score -697113.4 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -698396.500000 Penalty: 4320.957520
	Iteration 1F: 3 clusters Score -698396.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -698613.437500 Penalty: 4320.957520
	Iteration 2F: 3 clusters Score -698613.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -698737.875000 Penalty: 4320.957520
	Iteration 3Q: 3 clusters Score -698737.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -698816.562500 Penalty: 4320.957520
	Iteration 4Q: 3 clusters Score -698816.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -698869.812500 Penalty: 4320.957520
	Iteration 5Q: 3 clusters Score -698869.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -698923.562500 Penalty: 4320.957520
	Iteration 6Q: 3 clusters Score -698923.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -698979.250000 Penalty: 4320.957520
	Iteration 7Q: 3 clusters Score -698979.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -699028.250000 Penalty: 4320.957520
	Iteration 8Q: 3 clusters Score -699028.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -699067.875000 Penalty: 4320.957520
	Iteration 9Q: 3 clusters Score -699067.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -699105.125000 Penalty: 4320.957520
	Iteration 10Q: 3 clusters Score -699105.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -699141.312500 Penalty: 4320.957520
	Iteration 11Q: 3 clusters Score -699141.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -699181.437500 Penalty: 4320.957520
	Iteration 12Q: 3 clusters Score -699181.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -699228.312500 Penalty: 4320.957520
	Iteration 13Q: 3 clusters Score -699228.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -699263.500000 Penalty: 4320.957520
	Iteration 14Q: 3 clusters Score -699263.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -699293.187500 Penalty: 4320.957520
	Iteration 15Q: 3 clusters Score -699293.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -699323.187500 Penalty: 4320.957520
	Iteration 16Q: 3 clusters Score -699323.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -699347.437500 Penalty: 4320.957520
	Iteration 17Q: 3 clusters Score -699347.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -699367.750000 Penalty: 4320.957520
	Iteration 18Q: 3 clusters Score -699367.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -699386.625000 Penalty: 4320.957520
	Iteration 19Q: 3 clusters Score -699386.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -699401.687500 Penalty: 4320.957520
	Iteration 20F: 3 clusters Score -699401.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -699421.375000 Penalty: 4320.957520
	Iteration 21Q: 3 clusters Score -699421.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -699439.000000 Penalty: 4320.957520
	Iteration 22Q: 3 clusters Score -699439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -699449.812500 Penalty: 4320.957520
	Iteration 23Q: 3 clusters Score -699449.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -699466.437500 Penalty: 4320.957520
	Iteration 24Q: 3 clusters Score -699466.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -699482.375000 Penalty: 4320.957520
	Iteration 25Q: 3 clusters Score -699482.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -699492.500000 Penalty: 4320.957520
	Iteration 26Q: 3 clusters Score -699492.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -699505.125000 Penalty: 4320.957520
	Iteration 27Q: 3 clusters Score -699505.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -699519.000000 Penalty: 4320.957520
	Iteration 28Q: 3 clusters Score -699519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -699538.875000 Penalty: 4320.957520
	Iteration 29Q: 3 clusters Score -699538.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -699558.625000 Penalty: 4320.957520
	Iteration 30Q: 3 clusters Score -699558.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -699576.875000 Penalty: 4320.957520
	Iteration 31Q: 3 clusters Score -699576.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -699594.437500 Penalty: 4320.957520
	Iteration 32Q: 3 clusters Score -699594.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -699610.375000 Penalty: 4320.957520
	Iteration 33Q: 3 clusters Score -699610.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -699626.375000 Penalty: 4320.957520
	Iteration 34Q: 3 clusters Score -699626.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -699642.687500 Penalty: 4320.957520
	Iteration 35Q: 3 clusters Score -699642.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -699660.562500 Penalty: 4320.957520
	Iteration 36Q: 3 clusters Score -699660.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -699680.187500 Penalty: 4320.957520
	Iteration 37Q: 3 clusters Score -699680.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -699700.125000 Penalty: 4320.957520
	Iteration 38Q: 3 clusters Score -699700.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -699718.125000 Penalty: 4320.957520
	Iteration 39Q: 3 clusters Score -699718.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -699738.687500 Penalty: 4320.957520
	Iteration 40F: 3 clusters Score -699738.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -699755.875000 Penalty: 4320.957520
	Iteration 41Q: 3 clusters Score -699755.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -699770.250000 Penalty: 4320.957520
	Iteration 42Q: 3 clusters Score -699770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -699784.125000 Penalty: 4320.957520
	Iteration 43Q: 3 clusters Score -699784.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -699799.750000 Penalty: 4320.957520
	Iteration 44Q: 3 clusters Score -699799.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -699818.625000 Penalty: 4320.957520
	Iteration 45Q: 3 clusters Score -699818.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -699834.687500 Penalty: 4320.957520
	Iteration 46Q: 3 clusters Score -699834.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -699852.625000 Penalty: 4320.957520
	Iteration 47Q: 3 clusters Score -699852.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -699872.500000 Penalty: 4320.957520
	Iteration 48Q: 3 clusters Score -699872.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -699894.562500 Penalty: 4320.957520
	Iteration 49Q: 3 clusters Score -699894.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -699912.500000 Penalty: 4320.957520
	Iteration 50Q: 3 clusters Score -699912.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -699924.812500 Penalty: 4320.957520
	Iteration 51Q: 3 clusters Score -699924.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -699937.937500 Penalty: 4320.957520
	Iteration 52Q: 3 clusters Score -699937.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -699950.625000 Penalty: 4320.957520
	Iteration 53Q: 3 clusters Score -699950.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -699966.125000 Penalty: 4320.957520
	Iteration 54Q: 3 clusters Score -699966.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -699979.187500 Penalty: 4320.957520
	Iteration 55Q: 3 clusters Score -699979.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -699999.187500 Penalty: 4320.957520
	Iteration 56Q: 3 clusters Score -699999.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -700020.250000 Penalty: 4320.957520
	Iteration 57Q: 3 clusters Score -700020.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -700036.562500 Penalty: 4320.957520
	Iteration 58Q: 3 clusters Score -700036.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -700058.812500 Penalty: 4320.957520
	Iteration 59Q: 3 clusters Score -700058.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -700091.562500 Penalty: 4320.957520
	Iteration 60F: 3 clusters Score -700091.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -700114.312500 Penalty: 4320.957520
	Iteration 61Q: 3 clusters Score -700114.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -700137.437500 Penalty: 4320.957520
	Iteration 62Q: 3 clusters Score -700137.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -700157.875000 Penalty: 4320.957520
	Iteration 63Q: 3 clusters Score -700157.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -700181.562500 Penalty: 4320.957520
	Iteration 64Q: 3 clusters Score -700181.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -700198.062500 Penalty: 4320.957520
	Iteration 65Q: 3 clusters Score -700198.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -700215.937500 Penalty: 4320.957520
	Iteration 66Q: 3 clusters Score -700215.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -700231.875000 Penalty: 4320.957520
	Iteration 67Q: 3 clusters Score -700231.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -700251.062500 Penalty: 4320.957520
	Iteration 68Q: 3 clusters Score -700251.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -700265.187500 Penalty: 4320.957520
	Iteration 69Q: 3 clusters Score -700265.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -700275.500000 Penalty: 4320.957520
	Iteration 70Q: 3 clusters Score -700275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -700282.312500 Penalty: 4320.957520
	Iteration 71Q: 3 clusters Score -700282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -700285.000000 Penalty: 4320.957520
	Iteration 72Q: 3 clusters Score -700285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -700287.875000 Penalty: 4320.957520
	Iteration 73Q: 3 clusters Score -700287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -700291.125000 Penalty: 4320.957520
	Iteration 74Q: 3 clusters Score -700291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -700293.062500 Penalty: 4320.957520
	Iteration 75Q: 3 clusters Score -700293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -700296.812500 Penalty: 4320.957520
	Iteration 76Q: 3 clusters Score -700296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -700299.812500 Penalty: 4320.957520
	Iteration 77Q: 3 clusters Score -700299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -700305.500000 Penalty: 4320.957520
	Iteration 78Q: 3 clusters Score -700305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -700306.875000 Penalty: 4320.957520
	Iteration 79Q: 3 clusters Score -700306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -700312.437500 Penalty: 4320.957520
	Iteration 80F: 3 clusters Score -700312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -700315.062500 Penalty: 4320.957520
	Iteration 81Q: 3 clusters Score -700315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -700316.687500 Penalty: 4320.957520
	Iteration 82Q: 3 clusters Score -700316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -700320.625000 Penalty: 4320.957520
	Iteration 83Q: 3 clusters Score -700320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -700321.250000 Penalty: 4320.957520
	Iteration 84Q: 3 clusters Score -700321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -700323.750000 Penalty: 4320.957520
	Iteration 85Q: 3 clusters Score -700323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -700325.312500 Penalty: 4320.957520
	Iteration 86Q: 3 clusters Score -700325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -700324.625000 Penalty: 4320.957520
	Iteration 87Q: 3 clusters Score -700324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -700326.937500 Penalty: 4320.957520
	Iteration 88Q: 3 clusters Score -700326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -700329.750000 Penalty: 4320.957520
	Iteration 89Q: 3 clusters Score -700329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -700331.375000 Penalty: 4320.957520
	Iteration 90Q: 3 clusters Score -700331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -700332.375000 Penalty: 4320.957520
	Iteration 91Q: 3 clusters Score -700332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -700334.250000 Penalty: 4320.957520
	Iteration 92Q: 3 clusters Score -700334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -700336.750000 Penalty: 4320.957520
	Iteration 93Q: 3 clusters Score -700336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -700337.375000 Penalty: 4320.957520
	Iteration 94Q: 3 clusters Score -700337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -700338.937500 Penalty: 4320.957520
	Iteration 95Q: 3 clusters Score -700338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -700339.375000 Penalty: 4320.957520
	Iteration 96Q: 3 clusters Score -700339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -700340.812500 Penalty: 4320.957520
	Iteration 97Q: 3 clusters Score -700340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -700342.500000 Penalty: 4320.957520
	Iteration 98Q: 3 clusters Score -700342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -700344.625000 Penalty: 4320.957520
	Iteration 99Q: 3 clusters Score -700344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -700347.187500 Penalty: 4320.957520
	Iteration 100F: 3 clusters Score -700347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -700349.000000 Penalty: 4320.957520
	Iteration 101Q: 3 clusters Score -700349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -700352.000000 Penalty: 4320.957520
	Iteration 102Q: 3 clusters Score -700352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -700355.187500 Penalty: 4320.957520
	Iteration 103Q: 3 clusters Score -700355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -700357.750000 Penalty: 4320.957520
	Iteration 104Q: 3 clusters Score -700357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -700357.875000 Penalty: 4320.957520
	Iteration 105Q: 3 clusters Score -700357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -700359.687500 Penalty: 4320.957520
	Iteration 106Q: 3 clusters Score -700359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -700361.687500 Penalty: 4320.957520
	Iteration 107Q: 3 clusters Score -700361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -700362.500000 Penalty: 4320.957520
	Iteration 108Q: 3 clusters Score -700362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -700365.000000 Penalty: 4320.957520
	Iteration 109Q: 3 clusters Score -700365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -700367.437500 Penalty: 4320.957520
	Iteration 110Q: 3 clusters Score -700367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -700370.125000 Penalty: 4320.957520
	Iteration 111Q: 3 clusters Score -700370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -700370.750000 Penalty: 4320.957520
	Iteration 112Q: 3 clusters Score -700370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -700371.375000 Penalty: 4320.957520
	Iteration 113Q: 3 clusters Score -700371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -700372.625000 Penalty: 4320.957520
	Iteration 114Q: 3 clusters Score -700372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -700374.437500 Penalty: 4320.957520
	Iteration 115Q: 3 clusters Score -700374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -700375.375000 Penalty: 4320.957520
	Iteration 116Q: 3 clusters Score -700375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -700376.312500 Penalty: 4320.957520
	Iteration 117Q: 3 clusters Score -700376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -700376.687500 Penalty: 4320.957520
	Iteration 118Q: 3 clusters Score -700376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -700376.687500 Penalty: 4320.957520
	Iteration 119F: 3 clusters Score -700376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -424370.156250 Penalty: 2064.014160
	Iteration 0F: 2 clusters Score -424370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -420356.406250 Penalty: 4128.028320
	Iteration 0F: 3 clusters Score -420356.4 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -421390.375000 Penalty: 4128.028320
	Iteration 1F: 3 clusters Score -421390.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -421679.843750 Penalty: 4128.028320
	Iteration 2F: 3 clusters Score -421679.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -421884.343750 Penalty: 4128.028320
	Iteration 3F: 3 clusters Score -421884.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -422140.062500 Penalty: 4128.028320
	Iteration 4F: 3 clusters Score -422140.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -422387.625000 Penalty: 4128.028320
	Iteration 5F: 3 clusters Score -422387.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -422581.250000 Penalty: 4128.028320
	Iteration 6F: 3 clusters Score -422581.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -422742.875000 Penalty: 4128.028320
	Iteration 7Q: 3 clusters Score -422742.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -422852.812500 Penalty: 4128.028320
	Iteration 8Q: 3 clusters Score -422852.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -422950.562500 Penalty: 4128.028320
	Iteration 9Q: 3 clusters Score -422950.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -423016.093750 Penalty: 4128.028320
	Iteration 10Q: 3 clusters Score -423016.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -423067.718750 Penalty: 4128.028320
	Iteration 11Q: 3 clusters Score -423067.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -423103.968750 Penalty: 4128.028320
	Iteration 12Q: 3 clusters Score -423104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -423132.562500 Penalty: 4128.028320
	Iteration 13Q: 3 clusters Score -423132.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -423157.031250 Penalty: 4128.028320
	Iteration 14Q: 3 clusters Score -423157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -423176.218750 Penalty: 4128.028320
	Iteration 15Q: 3 clusters Score -423176.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -423192.375000 Penalty: 4128.028320
	Iteration 16Q: 3 clusters Score -423192.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -423210.250000 Penalty: 4128.028320
	Iteration 17Q: 3 clusters Score -423210.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -423224.187500 Penalty: 4128.028320
	Iteration 18Q: 3 clusters Score -423224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423232.218750 Penalty: 4128.028320
	Iteration 19Q: 3 clusters Score -423232.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423239.000000 Penalty: 4128.028320
	Iteration 20F: 3 clusters Score -423239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -423243.968750 Penalty: 4128.028320
	Iteration 21Q: 3 clusters Score -423244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -423248.687500 Penalty: 4128.028320
	Iteration 22Q: 3 clusters Score -423248.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -423255.968750 Penalty: 4128.028320
	Iteration 23Q: 3 clusters Score -423256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423259.906250 Penalty: 4128.028320
	Iteration 24Q: 3 clusters Score -423259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423263.500000 Penalty: 4128.028320
	Iteration 25Q: 3 clusters Score -423263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423264.031250 Penalty: 4128.028320
	Iteration 26Q: 3 clusters Score -423264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423264.718750 Penalty: 4128.028320
	Iteration 27Q: 3 clusters Score -423264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423265.312500 Penalty: 4128.028320
	Iteration 28Q: 3 clusters Score -423265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -423264.625000 Penalty: 4128.028320
	Iteration 29Q: 3 clusters Score -423264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -423266.593750 Penalty: 4128.028320
	Iteration 30Q: 3 clusters Score -423266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423270.812500 Penalty: 4128.028320
	Iteration 31Q: 3 clusters Score -423270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -423274.781250 Penalty: 4128.028320
	Iteration 32Q: 3 clusters Score -423274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -423275.625000 Penalty: 4128.028320
	Iteration 33Q: 3 clusters Score -423275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -423276.093750 Penalty: 4128.028320
	Iteration 34Q: 3 clusters Score -423276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -423276.093750 Penalty: 4128.028320
	Iteration 35F: 3 clusters Score -423276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Entering Unmasked Estep 
Score: -2210900.250000 Penalty: 2449.124023
	Iteration 0F: 2 clusters Score -2210900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2197134.750000 Penalty: 4898.248047
	Iteration 0F: 3 clusters Score -2197135 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2201683.000000 Penalty: 4898.248047
	Iteration 1F: 3 clusters Score -2201683 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2202097.000000 Penalty: 4898.248047
	Iteration 2F: 3 clusters Score -2202097 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2202465.750000 Penalty: 4898.248047
	Iteration 3Q: 3 clusters Score -2202466 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2202829.750000 Penalty: 4898.248047
	Iteration 4Q: 3 clusters Score -2202830 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2203341.000000 Penalty: 4898.248047
	Iteration 5Q: 3 clusters Score -2203341 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2204229.500000 Penalty: 4898.248047
	Iteration 6F: 3 clusters Score -2204230 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2205619.250000 Penalty: 4898.248047
	Iteration 7F: 3 clusters Score -2205619 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2207276.500000 Penalty: 4898.248047
	Iteration 8F: 3 clusters Score -2207276 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2208655.750000 Penalty: 4898.248047
	Iteration 9F: 3 clusters Score -2208656 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2209470.500000 Penalty: 4898.248047
	Iteration 10Q: 3 clusters Score -2209470 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2209891.000000 Penalty: 4898.248047
	Iteration 11Q: 3 clusters Score -2209891 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2210126.500000 Penalty: 4898.248047
	Iteration 12Q: 3 clusters Score -2210126 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2210257.000000 Penalty: 4898.248047
	Iteration 13Q: 3 clusters Score -2210257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2210318.750000 Penalty: 4898.248047
	Iteration 14Q: 3 clusters Score -2210319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2210340.750000 Penalty: 4898.248047
	Iteration 15Q: 3 clusters Score -2210341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2210362.250000 Penalty: 4898.248047
	Iteration 16Q: 3 clusters Score -2210362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2210362.750000 Penalty: 4898.248047
	Iteration 17Q: 3 clusters Score -2210363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2210368.750000 Penalty: 4898.248047
	Iteration 18Q: 3 clusters Score -2210369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2210374.250000 Penalty: 4898.248047
	Iteration 19Q: 3 clusters Score -2210374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2210378.750000 Penalty: 4898.248047
	Iteration 20F: 3 clusters Score -2210379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2210376.750000 Penalty: 4898.248047
	Iteration 21Q: 3 clusters Score -2210377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2210377.250000 Penalty: 4898.248047
	Iteration 22Q: 3 clusters Score -2210377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2210377.250000 Penalty: 4898.248047
	Iteration 23F: 3 clusters Score -2210377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -97556.867188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -97556.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95703.703125 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -95703.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96016.148438 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -96016.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96173.445312 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -96173.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96354.648438 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -96354.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96823.046875 Penalty: 3384.889404
	Iteration 4F: 3 clusters Score -96823.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96974.265625 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -96974.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97040.617188 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -97040.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97079.328125 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -97079.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97167.554688 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -97167.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97343.085938 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -97343.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97397.851562 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -97397.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97441.718750 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -97441.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97497.070312 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -97497.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97534.437500 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -97534.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -97548.484375 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -97548.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97560.523438 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -97560.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97588.023438 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -97588.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97649.210938 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -97649.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97662.578125 Penalty: 3384.889404
	Iteration 18Q: 3 clusters Score -97662.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97666.328125 Penalty: 3384.889404
	Iteration 19Q: 3 clusters Score -97666.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97669.523438 Penalty: 3384.889404
	Iteration 20F: 3 clusters Score -97669.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97676.414062 Penalty: 3384.889404
	Iteration 21Q: 3 clusters Score -97676.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97684.328125 Penalty: 3384.889404
	Iteration 22Q: 3 clusters Score -97684.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97686.257812 Penalty: 3384.889404
	Iteration 23Q: 3 clusters Score -97686.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97687.585938 Penalty: 3384.889404
	Iteration 24Q: 3 clusters Score -97687.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -97688.257812 Penalty: 3384.889404
	Iteration 25Q: 3 clusters Score -97688.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -97688.257812 Penalty: 3384.889404
	Iteration 26F: 3 clusters Score -97688.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 50928 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2479 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29858 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3108 members 
Mstep: Class 72 contains 5595 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6441 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28341 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10316 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 254 members 
Entering Unmasked Estep 
Score: -212287984.000000 Penalty: 380867.500000
Splitting cluster 40 changes total score from -212289248.000000 to -212287984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -714164.687500 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -714164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -708687.937500 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -708687.9 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -710291.562500 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -710291.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -710949.312500 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -710949.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -711647.250000 Penalty: 4356.108398
	Iteration 3F: 3 clusters Score -711647.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -712231.000000 Penalty: 4356.108398
	Iteration 4F: 3 clusters Score -712231 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -712594.812500 Penalty: 4356.108398
	Iteration 5F: 3 clusters Score -712594.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -712804.875000 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -712804.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -712948.437500 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -712948.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -713033.625000 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -713033.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -713097.937500 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -713097.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -713131.187500 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -713131.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -713156.062500 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -713156.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -713180.250000 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -713180.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -713199.187500 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -713199.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -713219.250000 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -713219.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -713237.062500 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -713237.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -713251.625000 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -713251.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -713264.187500 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -713264.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -713275.625000 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -713275.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -713290.125000 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -713290.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -713299.187500 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -713299.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -713305.625000 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -713305.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -713311.687500 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -713311.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -713319.250000 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -713319.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -713323.937500 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -713323.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -713329.500000 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -713329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -713333.375000 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -713333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -713335.250000 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -713335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -713337.187500 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -713337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -713339.000000 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -713339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -713340.937500 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -713340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -713343.187500 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -713343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -713344.000000 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -713344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -713345.125000 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -713345.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -713349.062500 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -713349.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -713350.125000 Penalty: 4356.108398
	Iteration 35Q: 3 clusters Score -713350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -713353.750000 Penalty: 4356.108398
	Iteration 36Q: 3 clusters Score -713353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -713359.625000 Penalty: 4356.108398
	Iteration 37Q: 3 clusters Score -713359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -713361.250000 Penalty: 4356.108398
	Iteration 38Q: 3 clusters Score -713361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -713364.375000 Penalty: 4356.108398
	Iteration 39Q: 3 clusters Score -713364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -713365.250000 Penalty: 4356.108398
	Iteration 40F: 3 clusters Score -713365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -713369.375000 Penalty: 4356.108398
	Iteration 41Q: 3 clusters Score -713369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -713371.250000 Penalty: 4356.108398
	Iteration 42Q: 3 clusters Score -713371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -713372.937500 Penalty: 4356.108398
	Iteration 43Q: 3 clusters Score -713372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -713376.625000 Penalty: 4356.108398
	Iteration 44Q: 3 clusters Score -713376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -713381.687500 Penalty: 4356.108398
	Iteration 45Q: 3 clusters Score -713381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -713382.812500 Penalty: 4356.108398
	Iteration 46Q: 3 clusters Score -713382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -713382.375000 Penalty: 4356.108398
	Iteration 47Q: 3 clusters Score -713382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -713383.437500 Penalty: 4356.108398
	Iteration 48Q: 3 clusters Score -713383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -713383.687500 Penalty: 4356.108398
	Iteration 49Q: 3 clusters Score -713383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -713383.687500 Penalty: 4356.108398
	Iteration 50F: 3 clusters Score -713383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Entering Unmasked Estep 
Score: -969990.687500 Penalty: 2269.003906
	Iteration 0F: 2 clusters Score -969990.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -962710.687500 Penalty: 4538.007812
	Iteration 0F: 3 clusters Score -962710.7 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -965023.250000 Penalty: 4538.007812
	Iteration 1F: 3 clusters Score -965023.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -965609.625000 Penalty: 4538.007812
	Iteration 2F: 3 clusters Score -965609.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -966246.187500 Penalty: 4538.007812
	Iteration 3F: 3 clusters Score -966246.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -966898.875000 Penalty: 4538.007812
	Iteration 4F: 3 clusters Score -966898.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -967384.000000 Penalty: 4538.007812
	Iteration 5F: 3 clusters Score -967384 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -967684.375000 Penalty: 4538.007812
	Iteration 6Q: 3 clusters Score -967684.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -967912.625000 Penalty: 4538.007812
	Iteration 7Q: 3 clusters Score -967912.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -968068.000000 Penalty: 4538.007812
	Iteration 8Q: 3 clusters Score -968068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -968158.750000 Penalty: 4538.007812
	Iteration 9Q: 3 clusters Score -968158.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -968226.812500 Penalty: 4538.007812
	Iteration 10Q: 3 clusters Score -968226.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -968286.937500 Penalty: 4538.007812
	Iteration 11Q: 3 clusters Score -968286.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -968335.687500 Penalty: 4538.007812
	Iteration 12Q: 3 clusters Score -968335.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -968371.812500 Penalty: 4538.007812
	Iteration 13Q: 3 clusters Score -968371.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -968407.500000 Penalty: 4538.007812
	Iteration 14Q: 3 clusters Score -968407.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -968437.625000 Penalty: 4538.007812
	Iteration 15Q: 3 clusters Score -968437.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -968473.125000 Penalty: 4538.007812
	Iteration 16Q: 3 clusters Score -968473.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -968519.750000 Penalty: 4538.007812
	Iteration 17Q: 3 clusters Score -968519.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -968572.375000 Penalty: 4538.007812
	Iteration 18Q: 3 clusters Score -968572.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -968625.312500 Penalty: 4538.007812
	Iteration 19Q: 3 clusters Score -968625.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -968677.187500 Penalty: 4538.007812
	Iteration 20F: 3 clusters Score -968677.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -968720.625000 Penalty: 4538.007812
	Iteration 21Q: 3 clusters Score -968720.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -968763.375000 Penalty: 4538.007812
	Iteration 22Q: 3 clusters Score -968763.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -968794.312500 Penalty: 4538.007812
	Iteration 23Q: 3 clusters Score -968794.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -968818.937500 Penalty: 4538.007812
	Iteration 24Q: 3 clusters Score -968818.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -968831.375000 Penalty: 4538.007812
	Iteration 25Q: 3 clusters Score -968831.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -968842.437500 Penalty: 4538.007812
	Iteration 26Q: 3 clusters Score -968842.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -968845.375000 Penalty: 4538.007812
	Iteration 27Q: 3 clusters Score -968845.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -968851.625000 Penalty: 4538.007812
	Iteration 28Q: 3 clusters Score -968851.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -968854.937500 Penalty: 4538.007812
	Iteration 29Q: 3 clusters Score -968854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -968854.875000 Penalty: 4538.007812
	Iteration 30Q: 3 clusters Score -968854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -968858.437500 Penalty: 4538.007812
	Iteration 31Q: 3 clusters Score -968858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -968863.187500 Penalty: 4538.007812
	Iteration 32Q: 3 clusters Score -968863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -968863.750000 Penalty: 4538.007812
	Iteration 33Q: 3 clusters Score -968863.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -968864.125000 Penalty: 4538.007812
	Iteration 34Q: 3 clusters Score -968864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -968865.875000 Penalty: 4538.007812
	Iteration 35Q: 3 clusters Score -968865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -968867.750000 Penalty: 4538.007812
	Iteration 36Q: 3 clusters Score -968867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -968867.500000 Penalty: 4538.007812
	Iteration 37Q: 3 clusters Score -968867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -968869.125000 Penalty: 4538.007812
	Iteration 38Q: 3 clusters Score -968869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -968869.500000 Penalty: 4538.007812
	Iteration 39Q: 3 clusters Score -968869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -968870.500000 Penalty: 4538.007812
	Iteration 40F: 3 clusters Score -968870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -968871.250000 Penalty: 4538.007812
	Iteration 41Q: 3 clusters Score -968871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -968871.250000 Penalty: 4538.007812
	Iteration 42F: 3 clusters Score -968871.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Entering Unmasked Estep 
Score: -1100005.000000 Penalty: 2286.803955
	Iteration 0F: 2 clusters Score -1100005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1092271.875000 Penalty: 4573.607910
	Iteration 0F: 3 clusters Score -1092272 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1094645.000000 Penalty: 4573.607910
	Iteration 1F: 3 clusters Score -1094645 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1094976.625000 Penalty: 4573.607910
	Iteration 2F: 3 clusters Score -1094977 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1095273.875000 Penalty: 4573.607910
	Iteration 3F: 3 clusters Score -1095274 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1095543.625000 Penalty: 4573.607910
	Iteration 4Q: 3 clusters Score -1095544 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1095793.500000 Penalty: 4573.607910
	Iteration 5Q: 3 clusters Score -1095794 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1096050.875000 Penalty: 4573.607910
	Iteration 6Q: 3 clusters Score -1096051 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1096323.125000 Penalty: 4573.607910
	Iteration 7Q: 3 clusters Score -1096323 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1096621.750000 Penalty: 4573.607910
	Iteration 8Q: 3 clusters Score -1096622 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1096927.375000 Penalty: 4573.607910
	Iteration 9Q: 3 clusters Score -1096927 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1097220.125000 Penalty: 4573.607910
	Iteration 10Q: 3 clusters Score -1097220 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1097486.000000 Penalty: 4573.607910
	Iteration 11Q: 3 clusters Score -1097486 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1097719.750000 Penalty: 4573.607910
	Iteration 12Q: 3 clusters Score -1097720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1097885.250000 Penalty: 4573.607910
	Iteration 13Q: 3 clusters Score -1097885 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1097999.500000 Penalty: 4573.607910
	Iteration 14Q: 3 clusters Score -1098000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1098075.500000 Penalty: 4573.607910
	Iteration 15Q: 3 clusters Score -1098076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1098131.500000 Penalty: 4573.607910
	Iteration 16Q: 3 clusters Score -1098132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1098165.000000 Penalty: 4573.607910
	Iteration 17Q: 3 clusters Score -1098165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1098189.875000 Penalty: 4573.607910
	Iteration 18Q: 3 clusters Score -1098190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1098213.125000 Penalty: 4573.607910
	Iteration 19Q: 3 clusters Score -1098213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1098224.500000 Penalty: 4573.607910
	Iteration 20F: 3 clusters Score -1098224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1098232.875000 Penalty: 4573.607910
	Iteration 21Q: 3 clusters Score -1098233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1098241.500000 Penalty: 4573.607910
	Iteration 22Q: 3 clusters Score -1098242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1098249.125000 Penalty: 4573.607910
	Iteration 23Q: 3 clusters Score -1098249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1098254.375000 Penalty: 4573.607910
	Iteration 24Q: 3 clusters Score -1098254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1098256.375000 Penalty: 4573.607910
	Iteration 25Q: 3 clusters Score -1098256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1098259.875000 Penalty: 4573.607910
	Iteration 26Q: 3 clusters Score -1098260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1098261.375000 Penalty: 4573.607910
	Iteration 27Q: 3 clusters Score -1098261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1098261.375000 Penalty: 4573.607910
	Iteration 28F: 3 clusters Score -1098261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (51174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Entering Unmasked Estep 
Score: -5869775.000000 Penalty: 2689.060791
	Iteration 0F: 2 clusters Score -5869775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5835379.000000 Penalty: 5378.121582
	Iteration 0F: 3 clusters Score -5835379 nChanged 23507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -5848431.500000 Penalty: 5378.121582
	Iteration 1F: 3 clusters Score -5848432 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5849146.000000 Penalty: 5378.121582
	Iteration 2Q: 3 clusters Score -5849146 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5849873.000000 Penalty: 5378.121582
	Iteration 3Q: 3 clusters Score -5849873 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5850873.500000 Penalty: 5378.121582
	Iteration 4Q: 3 clusters Score -5850874 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5852374.000000 Penalty: 5378.121582
	Iteration 5F: 3 clusters Score -5852374 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5854753.000000 Penalty: 5378.121582
	Iteration 6F: 3 clusters Score -5854753 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -5858300.000000 Penalty: 5378.121582
	Iteration 7F: 3 clusters Score -5858300 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5862239.000000 Penalty: 5378.121582
	Iteration 8F: 3 clusters Score -5862239 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5865095.500000 Penalty: 5378.121582
	Iteration 9F: 3 clusters Score -5865096 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5866445.000000 Penalty: 5378.121582
	Iteration 10Q: 3 clusters Score -5866445 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5867004.000000 Penalty: 5378.121582
	Iteration 11Q: 3 clusters Score -5867004 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5867237.000000 Penalty: 5378.121582
	Iteration 12Q: 3 clusters Score -5867237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5867338.500000 Penalty: 5378.121582
	Iteration 13Q: 3 clusters Score -5867338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5867409.500000 Penalty: 5378.121582
	Iteration 14Q: 3 clusters Score -5867410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5867426.000000 Penalty: 5378.121582
	Iteration 15Q: 3 clusters Score -5867426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5867456.000000 Penalty: 5378.121582
	Iteration 16Q: 3 clusters Score -5867456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5867468.000000 Penalty: 5378.121582
	Iteration 17Q: 3 clusters Score -5867468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5867483.500000 Penalty: 5378.121582
	Iteration 18Q: 3 clusters Score -5867484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5867500.000000 Penalty: 5378.121582
	Iteration 19Q: 3 clusters Score -5867500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5867509.500000 Penalty: 5378.121582
	Iteration 20F: 3 clusters Score -5867510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5867513.000000 Penalty: 5378.121582
	Iteration 21Q: 3 clusters Score -5867513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5867515.000000 Penalty: 5378.121582
	Iteration 22Q: 3 clusters Score -5867515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5867522.000000 Penalty: 5378.121582
	Iteration 23Q: 3 clusters Score -5867522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5867522.500000 Penalty: 5378.121582
	Iteration 24Q: 3 clusters Score -5867522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5867522.500000 Penalty: 5378.121582
	Iteration 25F: 3 clusters Score -5867522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -272553.312500 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -272553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269500.437500 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -269500.4 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -270220.500000 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -270220.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -270520.906250 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -270520.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -270812.125000 Penalty: 3915.211670
	Iteration 3F: 3 clusters Score -270812.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -271067.375000 Penalty: 3915.211670
	Iteration 4F: 3 clusters Score -271067.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -271245.406250 Penalty: 3915.211670
	Iteration 5F: 3 clusters Score -271245.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -271358.031250 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -271358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -271437.187500 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -271437.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -271497.375000 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -271497.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -271540.718750 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -271540.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271578.312500 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -271578.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -271600.031250 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -271600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271614.750000 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -271614.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271640.562500 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -271640.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -271664.937500 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -271664.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -271675.687500 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -271675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271679.656250 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -271679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271681.562500 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -271681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -271683.187500 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -271683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -271682.812500 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -271682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -271682.812500 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -271682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -220437.484375 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -220437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -217591.015625 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -217591 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -218533.718750 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -218533.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -218880.765625 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -218880.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -219085.203125 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -219085.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -219231.265625 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -219231.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -219366.296875 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -219366.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -219489.734375 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -219489.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -219561.796875 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -219561.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -219601.843750 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -219601.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -219617.281250 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -219617.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -219629.656250 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -219629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -219641.265625 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -219641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -219647.546875 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -219647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -219652.390625 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -219652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -219658.515625 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -219658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -219661.046875 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -219661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -219662.281250 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -219662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -219664.500000 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -219664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -219669.937500 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -219669.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -219674.734375 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -219674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219676.734375 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -219676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219679.625000 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -219679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219679.812500 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -219679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219680.921875 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -219680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -219683.156250 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -219683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -219683.671875 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -219683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219683.750000 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -219683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -219685.671875 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -219685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219687.171875 Penalty: 3876.542725
	Iteration 28Q: 3 clusters Score -219687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -219687.484375 Penalty: 3876.542725
	Iteration 29Q: 3 clusters Score -219687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -219687.859375 Penalty: 3876.542725
	Iteration 30Q: 3 clusters Score -219687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -219688.703125 Penalty: 3876.542725
	Iteration 31Q: 3 clusters Score -219688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -219689.203125 Penalty: 3876.542725
	Iteration 32Q: 3 clusters Score -219689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -219689.203125 Penalty: 3876.542725
	Iteration 33F: 3 clusters Score -219689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -276120.312500 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -276120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -273181.000000 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -273181 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -273788.843750 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -273788.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -273949.750000 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -273949.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -274065.750000 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -274065.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -274146.187500 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -274146.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -274206.312500 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -274206.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -274254.812500 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -274254.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -274289.187500 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -274289.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -274316.375000 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -274316.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -274347.906250 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -274347.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -274377.750000 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -274377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -274409.593750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -274409.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -274444.093750 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -274444.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -274477.093750 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -274477.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -274522.062500 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -274522.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -274567.937500 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -274567.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -274603.406250 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -274603.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -274639.812500 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -274639.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -274675.156250 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -274675.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -274702.250000 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -274702.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -274719.218750 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -274719.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -274735.687500 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -274735.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -274752.125000 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -274752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -274771.812500 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -274771.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -274796.968750 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -274797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -274812.906250 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -274812.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274830.531250 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -274830.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -274850.531250 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -274850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274862.531250 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -274862.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -274872.843750 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -274872.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -274890.125000 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -274890.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -274917.343750 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -274917.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -274944.687500 Penalty: 3882.707031
	Iteration 32Q: 3 clusters Score -274944.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -274973.500000 Penalty: 3882.707031
	Iteration 33Q: 3 clusters Score -274973.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -274992.375000 Penalty: 3882.707031
	Iteration 34Q: 3 clusters Score -274992.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -275010.343750 Penalty: 3882.707031
	Iteration 35Q: 3 clusters Score -275010.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -275030.500000 Penalty: 3882.707031
	Iteration 36Q: 3 clusters Score -275030.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275045.406250 Penalty: 3882.707031
	Iteration 37Q: 3 clusters Score -275045.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275060.156250 Penalty: 3882.707031
	Iteration 38Q: 3 clusters Score -275060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -275080.843750 Penalty: 3882.707031
	Iteration 39Q: 3 clusters Score -275080.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -275092.531250 Penalty: 3882.707031
	Iteration 40F: 3 clusters Score -275092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -275101.312500 Penalty: 3882.707031
	Iteration 41Q: 3 clusters Score -275101.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -275110.593750 Penalty: 3882.707031
	Iteration 42Q: 3 clusters Score -275110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -275119.093750 Penalty: 3882.707031
	Iteration 43Q: 3 clusters Score -275119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -275125.125000 Penalty: 3882.707031
	Iteration 44Q: 3 clusters Score -275125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -275129.062500 Penalty: 3882.707031
	Iteration 45Q: 3 clusters Score -275129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275132.593750 Penalty: 3882.707031
	Iteration 46Q: 3 clusters Score -275132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275136.812500 Penalty: 3882.707031
	Iteration 47Q: 3 clusters Score -275136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -275144.968750 Penalty: 3882.707031
	Iteration 48Q: 3 clusters Score -275145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -275150.031250 Penalty: 3882.707031
	Iteration 49Q: 3 clusters Score -275150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -275156.718750 Penalty: 3882.707031
	Iteration 50Q: 3 clusters Score -275156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -275160.750000 Penalty: 3882.707031
	Iteration 51Q: 3 clusters Score -275160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -275165.218750 Penalty: 3882.707031
	Iteration 52Q: 3 clusters Score -275165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -275167.843750 Penalty: 3882.707031
	Iteration 53Q: 3 clusters Score -275167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -275172.406250 Penalty: 3882.707031
	Iteration 54Q: 3 clusters Score -275172.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -275179.125000 Penalty: 3882.707031
	Iteration 55Q: 3 clusters Score -275179.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -275185.468750 Penalty: 3882.707031
	Iteration 56Q: 3 clusters Score -275185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -275190.218750 Penalty: 3882.707031
	Iteration 57Q: 3 clusters Score -275190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -275198.437500 Penalty: 3882.707031
	Iteration 58Q: 3 clusters Score -275198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -275207.250000 Penalty: 3882.707031
	Iteration 59Q: 3 clusters Score -275207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -275217.531250 Penalty: 3882.707031
	Iteration 60F: 3 clusters Score -275217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -275230.625000 Penalty: 3882.707031
	Iteration 61Q: 3 clusters Score -275230.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -275254.187500 Penalty: 3882.707031
	Iteration 62Q: 3 clusters Score -275254.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -275292.250000 Penalty: 3882.707031
	Iteration 63Q: 3 clusters Score -275292.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -275371.218750 Penalty: 3882.707031
	Iteration 64Q: 3 clusters Score -275371.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -275536.093750 Penalty: 3882.707031
	Iteration 65Q: 3 clusters Score -275536.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275639.281250 Penalty: 3882.707031
	Iteration 66Q: 3 clusters Score -275639.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275665.781250 Penalty: 3882.707031
	Iteration 67Q: 3 clusters Score -275665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -275678.031250 Penalty: 3882.707031
	Iteration 68Q: 3 clusters Score -275678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -275680.906250 Penalty: 3882.707031
	Iteration 69Q: 3 clusters Score -275680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -275681.937500 Penalty: 3882.707031
	Iteration 70Q: 3 clusters Score -275681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275681.875000 Penalty: 3882.707031
	Iteration 71Q: 3 clusters Score -275681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275681.875000 Penalty: 3882.707031
	Iteration 72F: 3 clusters Score -275681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Entering Unmasked Estep 
Score: -1772377.375000 Penalty: 2390.262207
	Iteration 0F: 2 clusters Score -1772377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1761292.000000 Penalty: 4780.524414
	Iteration 0F: 3 clusters Score -1761292 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1764893.500000 Penalty: 4780.524414
	Iteration 1F: 3 clusters Score -1764894 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1765278.125000 Penalty: 4780.524414
	Iteration 2F: 3 clusters Score -1765278 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1765563.250000 Penalty: 4780.524414
	Iteration 3Q: 3 clusters Score -1765563 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1765770.000000 Penalty: 4780.524414
	Iteration 4Q: 3 clusters Score -1765770 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1765979.000000 Penalty: 4780.524414
	Iteration 5Q: 3 clusters Score -1765979 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1766186.875000 Penalty: 4780.524414
	Iteration 6Q: 3 clusters Score -1766187 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1766389.250000 Penalty: 4780.524414
	Iteration 7Q: 3 clusters Score -1766389 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1766605.875000 Penalty: 4780.524414
	Iteration 8Q: 3 clusters Score -1766606 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1766851.125000 Penalty: 4780.524414
	Iteration 9Q: 3 clusters Score -1766851 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1767140.000000 Penalty: 4780.524414
	Iteration 10Q: 3 clusters Score -1767140 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1767513.750000 Penalty: 4780.524414
	Iteration 11Q: 3 clusters Score -1767514 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1767936.875000 Penalty: 4780.524414
	Iteration 12Q: 3 clusters Score -1767937 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1768364.000000 Penalty: 4780.524414
	Iteration 13Q: 3 clusters Score -1768364 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1768781.000000 Penalty: 4780.524414
	Iteration 14Q: 3 clusters Score -1768781 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1769159.250000 Penalty: 4780.524414
	Iteration 15Q: 3 clusters Score -1769159 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1769543.000000 Penalty: 4780.524414
	Iteration 16Q: 3 clusters Score -1769543 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1769838.625000 Penalty: 4780.524414
	Iteration 17Q: 3 clusters Score -1769839 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1770043.500000 Penalty: 4780.524414
	Iteration 18Q: 3 clusters Score -1770044 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1770167.750000 Penalty: 4780.524414
	Iteration 19Q: 3 clusters Score -1770168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1770233.750000 Penalty: 4780.524414
	Iteration 20F: 3 clusters Score -1770234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1770274.000000 Penalty: 4780.524414
	Iteration 21Q: 3 clusters Score -1770274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1770303.000000 Penalty: 4780.524414
	Iteration 22Q: 3 clusters Score -1770303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1770316.000000 Penalty: 4780.524414
	Iteration 23Q: 3 clusters Score -1770316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1770324.750000 Penalty: 4780.524414
	Iteration 24Q: 3 clusters Score -1770325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1770347.125000 Penalty: 4780.524414
	Iteration 25Q: 3 clusters Score -1770347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1770374.375000 Penalty: 4780.524414
	Iteration 26Q: 3 clusters Score -1770374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1770380.375000 Penalty: 4780.524414
	Iteration 27Q: 3 clusters Score -1770380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1770390.875000 Penalty: 4780.524414
	Iteration 28Q: 3 clusters Score -1770391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1770394.750000 Penalty: 4780.524414
	Iteration 29Q: 3 clusters Score -1770395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1770398.125000 Penalty: 4780.524414
	Iteration 30Q: 3 clusters Score -1770398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1770405.500000 Penalty: 4780.524414
	Iteration 31Q: 3 clusters Score -1770406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1770408.000000 Penalty: 4780.524414
	Iteration 32Q: 3 clusters Score -1770408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1770407.750000 Penalty: 4780.524414
	Iteration 33Q: 3 clusters Score -1770408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1770407.750000 Penalty: 4780.524414
	Iteration 34F: 3 clusters Score -1770408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -279194.312500 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -279194.3 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 1323 members 
Entering Unmasked Estep 
Score: -276174.781250 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -276174.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -276750.843750 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -276750.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -276894.562500 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -276894.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277002.906250 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -277002.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -277079.156250 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -277079.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -277156.375000 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -277156.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -277213.687500 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -277213.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -277257.781250 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -277257.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -277300.468750 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -277300.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -277348.531250 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -277348.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277424.625000 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -277424.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -277494.906250 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -277494.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -277534.656250 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -277534.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -277551.343750 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -277551.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -277562.593750 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -277562.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -277572.687500 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -277572.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -277585.812500 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -277585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -277594.312500 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -277594.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -277602.218750 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -277602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -277610.000000 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -277610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -277620.500000 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -277620.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -277625.093750 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -277625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -277627.437500 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -277627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -277632.000000 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -277632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -277637.031250 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -277637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -277640.906250 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -277640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -277643.437500 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -277643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -277647.281250 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -277647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -277654.312500 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -277654.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -277660.468750 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -277660.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -277668.343750 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -277668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -277674.625000 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -277674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -277683.031250 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -277683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -277689.437500 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -277689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -277694.625000 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -277694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -277698.625000 Penalty: 3907.376953
	Iteration 35Q: 3 clusters Score -277698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -277704.781250 Penalty: 3907.376953
	Iteration 36Q: 3 clusters Score -277704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -277709.718750 Penalty: 3907.376953
	Iteration 37Q: 3 clusters Score -277709.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -277715.937500 Penalty: 3907.376953
	Iteration 38Q: 3 clusters Score -277715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -277722.875000 Penalty: 3907.376953
	Iteration 39Q: 3 clusters Score -277722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -277729.562500 Penalty: 3907.376953
	Iteration 40F: 3 clusters Score -277729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -277739.312500 Penalty: 3907.376953
	Iteration 41Q: 3 clusters Score -277739.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -277751.000000 Penalty: 3907.376953
	Iteration 42Q: 3 clusters Score -277751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -277769.500000 Penalty: 3907.376953
	Iteration 43Q: 3 clusters Score -277769.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -277789.687500 Penalty: 3907.376953
	Iteration 44Q: 3 clusters Score -277789.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -277812.000000 Penalty: 3907.376953
	Iteration 45Q: 3 clusters Score -277812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -277832.437500 Penalty: 3907.376953
	Iteration 46Q: 3 clusters Score -277832.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -277849.218750 Penalty: 3907.376953
	Iteration 47Q: 3 clusters Score -277849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -277855.718750 Penalty: 3907.376953
	Iteration 48Q: 3 clusters Score -277855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -277860.718750 Penalty: 3907.376953
	Iteration 49Q: 3 clusters Score -277860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -277866.875000 Penalty: 3907.376953
	Iteration 50Q: 3 clusters Score -277866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -277874.062500 Penalty: 3907.376953
	Iteration 51Q: 3 clusters Score -277874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -277883.312500 Penalty: 3907.376953
	Iteration 52Q: 3 clusters Score -277883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -277890.062500 Penalty: 3907.376953
	Iteration 53Q: 3 clusters Score -277890.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -277900.937500 Penalty: 3907.376953
	Iteration 54Q: 3 clusters Score -277900.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -277923.593750 Penalty: 3907.376953
	Iteration 55Q: 3 clusters Score -277923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -277952.968750 Penalty: 3907.376953
	Iteration 56Q: 3 clusters Score -277953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -277972.906250 Penalty: 3907.376953
	Iteration 57Q: 3 clusters Score -277972.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -277994.843750 Penalty: 3907.376953
	Iteration 58Q: 3 clusters Score -277994.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -278016.125000 Penalty: 3907.376953
	Iteration 59Q: 3 clusters Score -278016.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -278037.437500 Penalty: 3907.376953
	Iteration 60F: 3 clusters Score -278037.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278058.656250 Penalty: 3907.376953
	Iteration 61Q: 3 clusters Score -278058.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -278084.406250 Penalty: 3907.376953
	Iteration 62Q: 3 clusters Score -278084.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -278137.593750 Penalty: 3907.376953
	Iteration 63Q: 3 clusters Score -278137.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -278188.562500 Penalty: 3907.376953
	Iteration 64Q: 3 clusters Score -278188.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -278247.437500 Penalty: 3907.376953
	Iteration 65Q: 3 clusters Score -278247.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -278289.375000 Penalty: 3907.376953
	Iteration 66Q: 3 clusters Score -278289.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -278336.875000 Penalty: 3907.376953
	Iteration 67Q: 3 clusters Score -278336.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -278381.468750 Penalty: 3907.376953
	Iteration 68Q: 3 clusters Score -278381.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -278423.093750 Penalty: 3907.376953
	Iteration 69Q: 3 clusters Score -278423.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -278466.312500 Penalty: 3907.376953
	Iteration 70Q: 3 clusters Score -278466.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -278508.843750 Penalty: 3907.376953
	Iteration 71Q: 3 clusters Score -278508.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -278527.281250 Penalty: 3907.376953
	Iteration 72Q: 3 clusters Score -278527.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -278537.781250 Penalty: 3907.376953
	Iteration 73Q: 3 clusters Score -278537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -278545.500000 Penalty: 3907.376953
	Iteration 74Q: 3 clusters Score -278545.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -278557.718750 Penalty: 3907.376953
	Iteration 75Q: 3 clusters Score -278557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -278563.125000 Penalty: 3907.376953
	Iteration 76Q: 3 clusters Score -278563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -278567.875000 Penalty: 3907.376953
	Iteration 77Q: 3 clusters Score -278567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -278571.218750 Penalty: 3907.376953
	Iteration 78Q: 3 clusters Score -278571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -278573.000000 Penalty: 3907.376953
	Iteration 79Q: 3 clusters Score -278573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -278575.781250 Penalty: 3907.376953
	Iteration 80F: 3 clusters Score -278575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -278577.250000 Penalty: 3907.376953
	Iteration 81Q: 3 clusters Score -278577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -278577.062500 Penalty: 3907.376953
	Iteration 82Q: 3 clusters Score -278577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -278577.062500 Penalty: 3907.376953
	Iteration 83F: 3 clusters Score -278577.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (43325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Entering Unmasked Estep 
Score: -5006273.000000 Penalty: 2647.768311
	Iteration 0F: 2 clusters Score -5006273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4976972.000000 Penalty: 5295.536621
	Iteration 0F: 3 clusters Score -4976972 nChanged 20000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4988320.000000 Penalty: 5295.536621
	Iteration 1F: 3 clusters Score -4988320 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4989172.000000 Penalty: 5295.536621
	Iteration 2F: 3 clusters Score -4989172 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4990167.000000 Penalty: 5295.536621
	Iteration 3F: 3 clusters Score -4990167 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4991296.500000 Penalty: 5295.536621
	Iteration 4F: 3 clusters Score -4991296 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4992344.500000 Penalty: 5295.536621
	Iteration 5F: 3 clusters Score -4992344 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4993322.500000 Penalty: 5295.536621
	Iteration 6F: 3 clusters Score -4993322 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4994078.500000 Penalty: 5295.536621
	Iteration 7Q: 3 clusters Score -4994078 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4994694.500000 Penalty: 5295.536621
	Iteration 8Q: 3 clusters Score -4994694 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4995165.000000 Penalty: 5295.536621
	Iteration 9Q: 3 clusters Score -4995165 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4995513.000000 Penalty: 5295.536621
	Iteration 10Q: 3 clusters Score -4995513 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4995815.000000 Penalty: 5295.536621
	Iteration 11Q: 3 clusters Score -4995815 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4996090.000000 Penalty: 5295.536621
	Iteration 12Q: 3 clusters Score -4996090 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4996433.500000 Penalty: 5295.536621
	Iteration 13Q: 3 clusters Score -4996434 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -4996816.000000 Penalty: 5295.536621
	Iteration 14Q: 3 clusters Score -4996816 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4997361.000000 Penalty: 5295.536621
	Iteration 15Q: 3 clusters Score -4997361 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4998017.000000 Penalty: 5295.536621
	Iteration 16Q: 3 clusters Score -4998017 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4998659.000000 Penalty: 5295.536621
	Iteration 17Q: 3 clusters Score -4998659 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4999384.500000 Penalty: 5295.536621
	Iteration 18Q: 3 clusters Score -4999384 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4999977.500000 Penalty: 5295.536621
	Iteration 19Q: 3 clusters Score -4999978 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5000528.000000 Penalty: 5295.536621
	Iteration 20F: 3 clusters Score -5000528 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5000969.000000 Penalty: 5295.536621
	Iteration 21Q: 3 clusters Score -5000969 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5001350.000000 Penalty: 5295.536621
	Iteration 22Q: 3 clusters Score -5001350 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -5001697.000000 Penalty: 5295.536621
	Iteration 23Q: 3 clusters Score -5001697 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -5002025.000000 Penalty: 5295.536621
	Iteration 24Q: 3 clusters Score -5002025 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5002278.000000 Penalty: 5295.536621
	Iteration 25Q: 3 clusters Score -5002278 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5002495.500000 Penalty: 5295.536621
	Iteration 26Q: 3 clusters Score -5002496 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5002717.500000 Penalty: 5295.536621
	Iteration 27Q: 3 clusters Score -5002718 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5002930.500000 Penalty: 5295.536621
	Iteration 28Q: 3 clusters Score -5002930 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5003139.500000 Penalty: 5295.536621
	Iteration 29Q: 3 clusters Score -5003140 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5003307.500000 Penalty: 5295.536621
	Iteration 30Q: 3 clusters Score -5003308 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5003406.500000 Penalty: 5295.536621
	Iteration 31Q: 3 clusters Score -5003406 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5003496.000000 Penalty: 5295.536621
	Iteration 32Q: 3 clusters Score -5003496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5003596.000000 Penalty: 5295.536621
	Iteration 33Q: 3 clusters Score -5003596 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5003687.000000 Penalty: 5295.536621
	Iteration 34Q: 3 clusters Score -5003687 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5003762.500000 Penalty: 5295.536621
	Iteration 35Q: 3 clusters Score -5003762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5003806.500000 Penalty: 5295.536621
	Iteration 36Q: 3 clusters Score -5003806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5003840.000000 Penalty: 5295.536621
	Iteration 37Q: 3 clusters Score -5003840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5003865.000000 Penalty: 5295.536621
	Iteration 38Q: 3 clusters Score -5003865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5003892.000000 Penalty: 5295.536621
	Iteration 39Q: 3 clusters Score -5003892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5003912.500000 Penalty: 5295.536621
	Iteration 40F: 3 clusters Score -5003912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5003953.500000 Penalty: 5295.536621
	Iteration 41Q: 3 clusters Score -5003954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5003960.000000 Penalty: 5295.536621
	Iteration 42Q: 3 clusters Score -5003960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5003980.000000 Penalty: 5295.536621
	Iteration 43Q: 3 clusters Score -5003980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5004002.000000 Penalty: 5295.536621
	Iteration 44Q: 3 clusters Score -5004002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5004009.500000 Penalty: 5295.536621
	Iteration 45Q: 3 clusters Score -5004010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5004034.500000 Penalty: 5295.536621
	Iteration 46Q: 3 clusters Score -5004034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5004043.500000 Penalty: 5295.536621
	Iteration 47Q: 3 clusters Score -5004044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5004049.000000 Penalty: 5295.536621
	Iteration 48Q: 3 clusters Score -5004049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5004046.000000 Penalty: 5295.536621
	Iteration 49Q: 3 clusters Score -5004046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5004049.500000 Penalty: 5295.536621
	Iteration 50Q: 3 clusters Score -5004050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5004054.500000 Penalty: 5295.536621
	Iteration 51Q: 3 clusters Score -5004054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5004057.000000 Penalty: 5295.536621
	Iteration 52Q: 3 clusters Score -5004057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5004061.000000 Penalty: 5295.536621
	Iteration 53Q: 3 clusters Score -5004061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5004066.000000 Penalty: 5295.536621
	Iteration 54Q: 3 clusters Score -5004066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5004071.500000 Penalty: 5295.536621
	Iteration 55Q: 3 clusters Score -5004072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5004076.000000 Penalty: 5295.536621
	Iteration 56Q: 3 clusters Score -5004076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5004071.000000 Penalty: 5295.536621
	Iteration 57Q: 3 clusters Score -5004071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5004075.500000 Penalty: 5295.536621
	Iteration 58Q: 3 clusters Score -5004076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5004077.500000 Penalty: 5295.536621
	Iteration 59Q: 3 clusters Score -5004078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5004090.000000 Penalty: 5295.536621
	Iteration 60F: 3 clusters Score -5004090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5004094.500000 Penalty: 5295.536621
	Iteration 61Q: 3 clusters Score -5004094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5004086.500000 Penalty: 5295.536621
	Iteration 62Q: 3 clusters Score -5004086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5004092.000000 Penalty: 5295.536621
	Iteration 63Q: 3 clusters Score -5004092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5004095.500000 Penalty: 5295.536621
	Iteration 64Q: 3 clusters Score -5004096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5004101.500000 Penalty: 5295.536621
	Iteration 65Q: 3 clusters Score -5004102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5004108.500000 Penalty: 5295.536621
	Iteration 66Q: 3 clusters Score -5004108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5004117.000000 Penalty: 5295.536621
	Iteration 67Q: 3 clusters Score -5004117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5004115.500000 Penalty: 5295.536621
	Iteration 68Q: 3 clusters Score -5004116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5004128.000000 Penalty: 5295.536621
	Iteration 69Q: 3 clusters Score -5004128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5004124.500000 Penalty: 5295.536621
	Iteration 70Q: 3 clusters Score -5004124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5004125.000000 Penalty: 5295.536621
	Iteration 71Q: 3 clusters Score -5004125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5004129.500000 Penalty: 5295.536621
	Iteration 72Q: 3 clusters Score -5004130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5004131.500000 Penalty: 5295.536621
	Iteration 73Q: 3 clusters Score -5004132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5004132.000000 Penalty: 5295.536621
	Iteration 74Q: 3 clusters Score -5004132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5004133.000000 Penalty: 5295.536621
	Iteration 75Q: 3 clusters Score -5004133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5004139.500000 Penalty: 5295.536621
	Iteration 76Q: 3 clusters Score -5004140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5004137.000000 Penalty: 5295.536621
	Iteration 77Q: 3 clusters Score -5004137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5004139.000000 Penalty: 5295.536621
	Iteration 78Q: 3 clusters Score -5004139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5004139.000000 Penalty: 5295.536621
	Iteration 79F: 3 clusters Score -5004139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Entering Unmasked Estep 
Score: -3805262.500000 Penalty: 2586.006592
	Iteration 0F: 2 clusters Score -3805262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3782135.500000 Penalty: 5172.013184
	Iteration 0F: 3 clusters Score -3782136 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3790769.250000 Penalty: 5172.013184
	Iteration 1F: 3 clusters Score -3790769 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3791550.000000 Penalty: 5172.013184
	Iteration 2F: 3 clusters Score -3791550 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3792403.750000 Penalty: 5172.013184
	Iteration 3F: 3 clusters Score -3792404 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3793364.000000 Penalty: 5172.013184
	Iteration 4F: 3 clusters Score -3793364 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3794382.000000 Penalty: 5172.013184
	Iteration 5F: 3 clusters Score -3794382 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3795304.500000 Penalty: 5172.013184
	Iteration 6F: 3 clusters Score -3795304 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3796083.750000 Penalty: 5172.013184
	Iteration 7F: 3 clusters Score -3796084 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3796745.500000 Penalty: 5172.013184
	Iteration 8Q: 3 clusters Score -3796746 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3797321.250000 Penalty: 5172.013184
	Iteration 9Q: 3 clusters Score -3797321 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3797839.750000 Penalty: 5172.013184
	Iteration 10Q: 3 clusters Score -3797840 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3798376.000000 Penalty: 5172.013184
	Iteration 11Q: 3 clusters Score -3798376 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3798955.500000 Penalty: 5172.013184
	Iteration 12Q: 3 clusters Score -3798956 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3799565.750000 Penalty: 5172.013184
	Iteration 13Q: 3 clusters Score -3799566 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3800212.250000 Penalty: 5172.013184
	Iteration 14Q: 3 clusters Score -3800212 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3800818.750000 Penalty: 5172.013184
	Iteration 15Q: 3 clusters Score -3800819 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3801410.500000 Penalty: 5172.013184
	Iteration 16Q: 3 clusters Score -3801410 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3801964.000000 Penalty: 5172.013184
	Iteration 17Q: 3 clusters Score -3801964 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3802462.250000 Penalty: 5172.013184
	Iteration 18Q: 3 clusters Score -3802462 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3802783.250000 Penalty: 5172.013184
	Iteration 19Q: 3 clusters Score -3802783 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -3802995.250000 Penalty: 5172.013184
	Iteration 20F: 3 clusters Score -3802995 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -3803158.250000 Penalty: 5172.013184
	Iteration 21Q: 3 clusters Score -3803158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3803241.000000 Penalty: 5172.013184
	Iteration 22Q: 3 clusters Score -3803241 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3803328.750000 Penalty: 5172.013184
	Iteration 23Q: 3 clusters Score -3803329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3803387.500000 Penalty: 5172.013184
	Iteration 24Q: 3 clusters Score -3803388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3803474.000000 Penalty: 5172.013184
	Iteration 25Q: 3 clusters Score -3803474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -3803609.500000 Penalty: 5172.013184
	Iteration 26Q: 3 clusters Score -3803610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -3803708.000000 Penalty: 5172.013184
	Iteration 27Q: 3 clusters Score -3803708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3803771.250000 Penalty: 5172.013184
	Iteration 28Q: 3 clusters Score -3803771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3803793.750000 Penalty: 5172.013184
	Iteration 29Q: 3 clusters Score -3803794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3803812.000000 Penalty: 5172.013184
	Iteration 30Q: 3 clusters Score -3803812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3803825.750000 Penalty: 5172.013184
	Iteration 31Q: 3 clusters Score -3803826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3803830.250000 Penalty: 5172.013184
	Iteration 32Q: 3 clusters Score -3803830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3803831.250000 Penalty: 5172.013184
	Iteration 33Q: 3 clusters Score -3803831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3803839.750000 Penalty: 5172.013184
	Iteration 34Q: 3 clusters Score -3803840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3803841.000000 Penalty: 5172.013184
	Iteration 35Q: 3 clusters Score -3803841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3803842.000000 Penalty: 5172.013184
	Iteration 36Q: 3 clusters Score -3803842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3803847.500000 Penalty: 5172.013184
	Iteration 37Q: 3 clusters Score -3803848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3803848.000000 Penalty: 5172.013184
	Iteration 38Q: 3 clusters Score -3803848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3803848.000000 Penalty: 5172.013184
	Iteration 39F: 3 clusters Score -3803848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -610617.250000 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -610617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -605906.687500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -605906.7 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -607068.437500 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -607068.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -607269.875000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -607269.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -607391.062500 Penalty: 4255.949707
	Iteration 3Q: 3 clusters Score -607391.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -607492.500000 Penalty: 4255.949707
	Iteration 4Q: 3 clusters Score -607492.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -607573.437500 Penalty: 4255.949707
	Iteration 5Q: 3 clusters Score -607573.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -607636.000000 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -607636 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -607688.875000 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -607688.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -607731.875000 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -607731.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -607777.562500 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -607777.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -607837.187500 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -607837.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -607898.187500 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -607898.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -607953.625000 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -607953.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -607995.562500 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -607995.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -608039.812500 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -608039.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -608106.937500 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -608106.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -608198.000000 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -608198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -608310.000000 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -608310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -608416.625000 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -608416.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -608521.312500 Penalty: 4255.949707
	Iteration 19Q: 3 clusters Score -608521.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -608605.500000 Penalty: 4255.949707
	Iteration 20F: 3 clusters Score -608605.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -608664.187500 Penalty: 4255.949707
	Iteration 21Q: 3 clusters Score -608664.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -608706.312500 Penalty: 4255.949707
	Iteration 22Q: 3 clusters Score -608706.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -608743.375000 Penalty: 4255.949707
	Iteration 23Q: 3 clusters Score -608743.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -608765.937500 Penalty: 4255.949707
	Iteration 24Q: 3 clusters Score -608765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -608784.750000 Penalty: 4255.949707
	Iteration 25Q: 3 clusters Score -608784.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -608803.937500 Penalty: 4255.949707
	Iteration 26Q: 3 clusters Score -608803.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -608823.375000 Penalty: 4255.949707
	Iteration 27Q: 3 clusters Score -608823.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -608836.812500 Penalty: 4255.949707
	Iteration 28Q: 3 clusters Score -608836.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -608847.500000 Penalty: 4255.949707
	Iteration 29Q: 3 clusters Score -608847.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -608856.375000 Penalty: 4255.949707
	Iteration 30Q: 3 clusters Score -608856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -608866.187500 Penalty: 4255.949707
	Iteration 31Q: 3 clusters Score -608866.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -608876.687500 Penalty: 4255.949707
	Iteration 32Q: 3 clusters Score -608876.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -608893.562500 Penalty: 4255.949707
	Iteration 33Q: 3 clusters Score -608893.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -608911.250000 Penalty: 4255.949707
	Iteration 34Q: 3 clusters Score -608911.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -608925.875000 Penalty: 4255.949707
	Iteration 35Q: 3 clusters Score -608925.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -608935.937500 Penalty: 4255.949707
	Iteration 36Q: 3 clusters Score -608935.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -608944.375000 Penalty: 4255.949707
	Iteration 37Q: 3 clusters Score -608944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -608952.125000 Penalty: 4255.949707
	Iteration 38Q: 3 clusters Score -608952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -608962.812500 Penalty: 4255.949707
	Iteration 39Q: 3 clusters Score -608962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -608968.937500 Penalty: 4255.949707
	Iteration 40F: 3 clusters Score -608968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -608971.812500 Penalty: 4255.949707
	Iteration 41Q: 3 clusters Score -608971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -608974.562500 Penalty: 4255.949707
	Iteration 42Q: 3 clusters Score -608974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -608976.750000 Penalty: 4255.949707
	Iteration 43Q: 3 clusters Score -608976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -608981.187500 Penalty: 4255.949707
	Iteration 44Q: 3 clusters Score -608981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -608982.562500 Penalty: 4255.949707
	Iteration 45Q: 3 clusters Score -608982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -608982.937500 Penalty: 4255.949707
	Iteration 46Q: 3 clusters Score -608982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -608984.187500 Penalty: 4255.949707
	Iteration 47Q: 3 clusters Score -608984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -608986.375000 Penalty: 4255.949707
	Iteration 48Q: 3 clusters Score -608986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -608987.312500 Penalty: 4255.949707
	Iteration 49Q: 3 clusters Score -608987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -608987.312500 Penalty: 4255.949707
	Iteration 50F: 3 clusters Score -608987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -509096.187500 Penalty: 2094.106445
	Iteration 0F: 2 clusters Score -509096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -504797.875000 Penalty: 4188.212891
	Iteration 0F: 3 clusters Score -504797.9 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -505902.968750 Penalty: 4188.212891
	Iteration 1F: 3 clusters Score -505903 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -506294.906250 Penalty: 4188.212891
	Iteration 2F: 3 clusters Score -506294.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506661.906250 Penalty: 4188.212891
	Iteration 3F: 3 clusters Score -506661.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -507026.062500 Penalty: 4188.212891
	Iteration 4F: 3 clusters Score -507026.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -507444.031250 Penalty: 4188.212891
	Iteration 5F: 3 clusters Score -507444 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -507808.062500 Penalty: 4188.212891
	Iteration 6F: 3 clusters Score -507808.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -508060.968750 Penalty: 4188.212891
	Iteration 7F: 3 clusters Score -508061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -508230.531250 Penalty: 4188.212891
	Iteration 8Q: 3 clusters Score -508230.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -508366.625000 Penalty: 4188.212891
	Iteration 9Q: 3 clusters Score -508366.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -508468.812500 Penalty: 4188.212891
	Iteration 10Q: 3 clusters Score -508468.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -508528.500000 Penalty: 4188.212891
	Iteration 11Q: 3 clusters Score -508528.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -508567.968750 Penalty: 4188.212891
	Iteration 12Q: 3 clusters Score -508568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -508619.093750 Penalty: 4188.212891
	Iteration 13Q: 3 clusters Score -508619.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -508676.750000 Penalty: 4188.212891
	Iteration 14Q: 3 clusters Score -508676.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -508759.000000 Penalty: 4188.212891
	Iteration 15Q: 3 clusters Score -508759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -508854.343750 Penalty: 4188.212891
	Iteration 16Q: 3 clusters Score -508854.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -508915.125000 Penalty: 4188.212891
	Iteration 17Q: 3 clusters Score -508915.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -508945.718750 Penalty: 4188.212891
	Iteration 18Q: 3 clusters Score -508945.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -508966.125000 Penalty: 4188.212891
	Iteration 19Q: 3 clusters Score -508966.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -508982.750000 Penalty: 4188.212891
	Iteration 20F: 3 clusters Score -508982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -508988.625000 Penalty: 4188.212891
	Iteration 21Q: 3 clusters Score -508988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -508992.875000 Penalty: 4188.212891
	Iteration 22Q: 3 clusters Score -508992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -508996.750000 Penalty: 4188.212891
	Iteration 23Q: 3 clusters Score -508996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -508999.593750 Penalty: 4188.212891
	Iteration 24Q: 3 clusters Score -508999.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -509006.437500 Penalty: 4188.212891
	Iteration 25Q: 3 clusters Score -509006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -509007.937500 Penalty: 4188.212891
	Iteration 26Q: 3 clusters Score -509007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -509007.937500 Penalty: 4188.212891
	Iteration 27F: 3 clusters Score -509007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Entering Unmasked Estep 
Score: -862013.250000 Penalty: 2233.766357
	Iteration 0F: 2 clusters Score -862013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -855555.437500 Penalty: 4467.532715
	Iteration 0F: 3 clusters Score -855555.4 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -857656.750000 Penalty: 4467.532715
	Iteration 1F: 3 clusters Score -857656.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -858235.312500 Penalty: 4467.532715
	Iteration 2F: 3 clusters Score -858235.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -858726.500000 Penalty: 4467.532715
	Iteration 3F: 3 clusters Score -858726.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -859087.562500 Penalty: 4467.532715
	Iteration 4F: 3 clusters Score -859087.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -859365.625000 Penalty: 4467.532715
	Iteration 5Q: 3 clusters Score -859365.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -859600.375000 Penalty: 4467.532715
	Iteration 6Q: 3 clusters Score -859600.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -859815.500000 Penalty: 4467.532715
	Iteration 7Q: 3 clusters Score -859815.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -860013.312500 Penalty: 4467.532715
	Iteration 8Q: 3 clusters Score -860013.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -860154.250000 Penalty: 4467.532715
	Iteration 9Q: 3 clusters Score -860154.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -860279.750000 Penalty: 4467.532715
	Iteration 10Q: 3 clusters Score -860279.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -860384.187500 Penalty: 4467.532715
	Iteration 11Q: 3 clusters Score -860384.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -860466.250000 Penalty: 4467.532715
	Iteration 12Q: 3 clusters Score -860466.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -860515.875000 Penalty: 4467.532715
	Iteration 13Q: 3 clusters Score -860515.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -860551.312500 Penalty: 4467.532715
	Iteration 14Q: 3 clusters Score -860551.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -860597.625000 Penalty: 4467.532715
	Iteration 15Q: 3 clusters Score -860597.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -860638.125000 Penalty: 4467.532715
	Iteration 16Q: 3 clusters Score -860638.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -860674.562500 Penalty: 4467.532715
	Iteration 17Q: 3 clusters Score -860674.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -860694.375000 Penalty: 4467.532715
	Iteration 18Q: 3 clusters Score -860694.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -860707.375000 Penalty: 4467.532715
	Iteration 19Q: 3 clusters Score -860707.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -860719.625000 Penalty: 4467.532715
	Iteration 20F: 3 clusters Score -860719.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -860734.125000 Penalty: 4467.532715
	Iteration 21Q: 3 clusters Score -860734.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -860754.000000 Penalty: 4467.532715
	Iteration 22Q: 3 clusters Score -860754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -860775.437500 Penalty: 4467.532715
	Iteration 23Q: 3 clusters Score -860775.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -860794.312500 Penalty: 4467.532715
	Iteration 24Q: 3 clusters Score -860794.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -860809.812500 Penalty: 4467.532715
	Iteration 25Q: 3 clusters Score -860809.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -860825.000000 Penalty: 4467.532715
	Iteration 26Q: 3 clusters Score -860825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -860836.812500 Penalty: 4467.532715
	Iteration 27Q: 3 clusters Score -860836.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -860845.625000 Penalty: 4467.532715
	Iteration 28Q: 3 clusters Score -860845.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -860851.250000 Penalty: 4467.532715
	Iteration 29Q: 3 clusters Score -860851.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -860854.937500 Penalty: 4467.532715
	Iteration 30Q: 3 clusters Score -860854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -860857.062500 Penalty: 4467.532715
	Iteration 31Q: 3 clusters Score -860857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -860865.625000 Penalty: 4467.532715
	Iteration 32Q: 3 clusters Score -860865.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -860867.375000 Penalty: 4467.532715
	Iteration 33Q: 3 clusters Score -860867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -860869.250000 Penalty: 4467.532715
	Iteration 34Q: 3 clusters Score -860869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -860871.375000 Penalty: 4467.532715
	Iteration 35Q: 3 clusters Score -860871.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -860873.812500 Penalty: 4467.532715
	Iteration 36Q: 3 clusters Score -860873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -860877.000000 Penalty: 4467.532715
	Iteration 37Q: 3 clusters Score -860877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -860878.250000 Penalty: 4467.532715
	Iteration 38Q: 3 clusters Score -860878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -860880.562500 Penalty: 4467.532715
	Iteration 39Q: 3 clusters Score -860880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -860883.875000 Penalty: 4467.532715
	Iteration 40F: 3 clusters Score -860883.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -860885.437500 Penalty: 4467.532715
	Iteration 41Q: 3 clusters Score -860885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -860886.625000 Penalty: 4467.532715
	Iteration 42Q: 3 clusters Score -860886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -860889.000000 Penalty: 4467.532715
	Iteration 43Q: 3 clusters Score -860889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -860888.125000 Penalty: 4467.532715
	Iteration 44Q: 3 clusters Score -860888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -860889.375000 Penalty: 4467.532715
	Iteration 45Q: 3 clusters Score -860889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -860889.500000 Penalty: 4467.532715
	Iteration 46Q: 3 clusters Score -860889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -860889.250000 Penalty: 4467.532715
	Iteration 47Q: 3 clusters Score -860889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -860891.437500 Penalty: 4467.532715
	Iteration 48Q: 3 clusters Score -860891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -860891.000000 Penalty: 4467.532715
	Iteration 49Q: 3 clusters Score -860891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -860893.687500 Penalty: 4467.532715
	Iteration 50Q: 3 clusters Score -860893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -860893.687500 Penalty: 4467.532715
	Iteration 51F: 3 clusters Score -860893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Entering Unmasked Estep 
Score: -2461368.000000 Penalty: 2473.295898
	Iteration 0F: 2 clusters Score -2461368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2446400.250000 Penalty: 4946.591797
	Iteration 0F: 3 clusters Score -2446400 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2451596.500000 Penalty: 4946.591797
	Iteration 1F: 3 clusters Score -2451596 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2451956.500000 Penalty: 4946.591797
	Iteration 2F: 3 clusters Score -2451956 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2452212.500000 Penalty: 4946.591797
	Iteration 3Q: 3 clusters Score -2452212 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2452429.750000 Penalty: 4946.591797
	Iteration 4Q: 3 clusters Score -2452430 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2452659.250000 Penalty: 4946.591797
	Iteration 5Q: 3 clusters Score -2452659 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2452901.000000 Penalty: 4946.591797
	Iteration 6Q: 3 clusters Score -2452901 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2453170.250000 Penalty: 4946.591797
	Iteration 7Q: 3 clusters Score -2453170 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2453463.000000 Penalty: 4946.591797
	Iteration 8Q: 3 clusters Score -2453463 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2453849.000000 Penalty: 4946.591797
	Iteration 9Q: 3 clusters Score -2453849 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2454337.500000 Penalty: 4946.591797
	Iteration 10Q: 3 clusters Score -2454338 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2454895.250000 Penalty: 4946.591797
	Iteration 11Q: 3 clusters Score -2454895 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2455551.250000 Penalty: 4946.591797
	Iteration 12Q: 3 clusters Score -2455551 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2456319.750000 Penalty: 4946.591797
	Iteration 13Q: 3 clusters Score -2456320 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2457098.250000 Penalty: 4946.591797
	Iteration 14Q: 3 clusters Score -2457098 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2457748.500000 Penalty: 4946.591797
	Iteration 15Q: 3 clusters Score -2457748 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2458238.500000 Penalty: 4946.591797
	Iteration 16Q: 3 clusters Score -2458238 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2458591.500000 Penalty: 4946.591797
	Iteration 17Q: 3 clusters Score -2458592 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2458810.250000 Penalty: 4946.591797
	Iteration 18Q: 3 clusters Score -2458810 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2458964.000000 Penalty: 4946.591797
	Iteration 19Q: 3 clusters Score -2458964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2459046.750000 Penalty: 4946.591797
	Iteration 20F: 3 clusters Score -2459047 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2459130.000000 Penalty: 4946.591797
	Iteration 21Q: 3 clusters Score -2459130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2459199.000000 Penalty: 4946.591797
	Iteration 22Q: 3 clusters Score -2459199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2459257.750000 Penalty: 4946.591797
	Iteration 23Q: 3 clusters Score -2459258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2459307.250000 Penalty: 4946.591797
	Iteration 24Q: 3 clusters Score -2459307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2459356.750000 Penalty: 4946.591797
	Iteration 25Q: 3 clusters Score -2459357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2459391.000000 Penalty: 4946.591797
	Iteration 26Q: 3 clusters Score -2459391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2459417.250000 Penalty: 4946.591797
	Iteration 27Q: 3 clusters Score -2459417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2459427.750000 Penalty: 4946.591797
	Iteration 28Q: 3 clusters Score -2459428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2459438.000000 Penalty: 4946.591797
	Iteration 29Q: 3 clusters Score -2459438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2459446.250000 Penalty: 4946.591797
	Iteration 30Q: 3 clusters Score -2459446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2459454.000000 Penalty: 4946.591797
	Iteration 31Q: 3 clusters Score -2459454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2459459.000000 Penalty: 4946.591797
	Iteration 32Q: 3 clusters Score -2459459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2459471.250000 Penalty: 4946.591797
	Iteration 33Q: 3 clusters Score -2459471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2459485.000000 Penalty: 4946.591797
	Iteration 34Q: 3 clusters Score -2459485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2459495.500000 Penalty: 4946.591797
	Iteration 35Q: 3 clusters Score -2459496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2459503.000000 Penalty: 4946.591797
	Iteration 36Q: 3 clusters Score -2459503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2459508.000000 Penalty: 4946.591797
	Iteration 37Q: 3 clusters Score -2459508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2459511.250000 Penalty: 4946.591797
	Iteration 38Q: 3 clusters Score -2459511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2459514.250000 Penalty: 4946.591797
	Iteration 39Q: 3 clusters Score -2459514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2459514.250000 Penalty: 4946.591797
	Iteration 40F: 3 clusters Score -2459514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2459515.500000 Penalty: 4946.591797
	Iteration 41Q: 3 clusters Score -2459516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2459515.500000 Penalty: 4946.591797
	Iteration 42Q: 3 clusters Score -2459516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2459515.500000 Penalty: 4946.591797
	Iteration 43F: 3 clusters Score -2459516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -660208.312500 Penalty: 2174.297607
	Iteration 0F: 2 clusters Score -660208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -654770.500000 Penalty: 4348.595215
	Iteration 0F: 3 clusters Score -654770.5 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -656354.000000 Penalty: 4348.595215
	Iteration 1F: 3 clusters Score -656354 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -656889.687500 Penalty: 4348.595215
	Iteration 2F: 3 clusters Score -656889.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -657407.625000 Penalty: 4348.595215
	Iteration 3F: 3 clusters Score -657407.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -657833.500000 Penalty: 4348.595215
	Iteration 4F: 3 clusters Score -657833.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -658094.062500 Penalty: 4348.595215
	Iteration 5F: 3 clusters Score -658094.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -658253.062500 Penalty: 4348.595215
	Iteration 6Q: 3 clusters Score -658253.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -658356.500000 Penalty: 4348.595215
	Iteration 7Q: 3 clusters Score -658356.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -658430.687500 Penalty: 4348.595215
	Iteration 8Q: 3 clusters Score -658430.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -658503.625000 Penalty: 4348.595215
	Iteration 9Q: 3 clusters Score -658503.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -658566.875000 Penalty: 4348.595215
	Iteration 10Q: 3 clusters Score -658566.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -658627.812500 Penalty: 4348.595215
	Iteration 11Q: 3 clusters Score -658627.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -658679.187500 Penalty: 4348.595215
	Iteration 12Q: 3 clusters Score -658679.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -658714.437500 Penalty: 4348.595215
	Iteration 13Q: 3 clusters Score -658714.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -658755.312500 Penalty: 4348.595215
	Iteration 14Q: 3 clusters Score -658755.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -658792.062500 Penalty: 4348.595215
	Iteration 15Q: 3 clusters Score -658792.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -658820.812500 Penalty: 4348.595215
	Iteration 16Q: 3 clusters Score -658820.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -658841.250000 Penalty: 4348.595215
	Iteration 17Q: 3 clusters Score -658841.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -658858.625000 Penalty: 4348.595215
	Iteration 18Q: 3 clusters Score -658858.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -658883.812500 Penalty: 4348.595215
	Iteration 19Q: 3 clusters Score -658883.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -658904.812500 Penalty: 4348.595215
	Iteration 20F: 3 clusters Score -658904.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -658923.812500 Penalty: 4348.595215
	Iteration 21Q: 3 clusters Score -658923.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -658949.750000 Penalty: 4348.595215
	Iteration 22Q: 3 clusters Score -658949.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -658975.125000 Penalty: 4348.595215
	Iteration 23Q: 3 clusters Score -658975.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -659006.062500 Penalty: 4348.595215
	Iteration 24Q: 3 clusters Score -659006.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -659034.687500 Penalty: 4348.595215
	Iteration 25Q: 3 clusters Score -659034.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -659067.062500 Penalty: 4348.595215
	Iteration 26Q: 3 clusters Score -659067.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -659087.687500 Penalty: 4348.595215
	Iteration 27Q: 3 clusters Score -659087.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -659108.937500 Penalty: 4348.595215
	Iteration 28Q: 3 clusters Score -659108.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -659126.437500 Penalty: 4348.595215
	Iteration 29Q: 3 clusters Score -659126.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -659147.312500 Penalty: 4348.595215
	Iteration 30Q: 3 clusters Score -659147.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -659171.500000 Penalty: 4348.595215
	Iteration 31Q: 3 clusters Score -659171.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -659192.250000 Penalty: 4348.595215
	Iteration 32Q: 3 clusters Score -659192.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -659211.812500 Penalty: 4348.595215
	Iteration 33Q: 3 clusters Score -659211.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -659222.687500 Penalty: 4348.595215
	Iteration 34Q: 3 clusters Score -659222.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -659230.687500 Penalty: 4348.595215
	Iteration 35Q: 3 clusters Score -659230.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -659237.625000 Penalty: 4348.595215
	Iteration 36Q: 3 clusters Score -659237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -659245.437500 Penalty: 4348.595215
	Iteration 37Q: 3 clusters Score -659245.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -659250.812500 Penalty: 4348.595215
	Iteration 38Q: 3 clusters Score -659250.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -659254.250000 Penalty: 4348.595215
	Iteration 39Q: 3 clusters Score -659254.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -659258.500000 Penalty: 4348.595215
	Iteration 40F: 3 clusters Score -659258.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -659263.437500 Penalty: 4348.595215
	Iteration 41Q: 3 clusters Score -659263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -659265.562500 Penalty: 4348.595215
	Iteration 42Q: 3 clusters Score -659265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -659269.500000 Penalty: 4348.595215
	Iteration 43Q: 3 clusters Score -659269.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -659273.937500 Penalty: 4348.595215
	Iteration 44Q: 3 clusters Score -659273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -659273.125000 Penalty: 4348.595215
	Iteration 45Q: 3 clusters Score -659273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -659277.062500 Penalty: 4348.595215
	Iteration 46Q: 3 clusters Score -659277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -659279.875000 Penalty: 4348.595215
	Iteration 47Q: 3 clusters Score -659279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -659281.375000 Penalty: 4348.595215
	Iteration 48Q: 3 clusters Score -659281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -659283.812500 Penalty: 4348.595215
	Iteration 49Q: 3 clusters Score -659283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -659285.437500 Penalty: 4348.595215
	Iteration 50Q: 3 clusters Score -659285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -659288.062500 Penalty: 4348.595215
	Iteration 51Q: 3 clusters Score -659288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -659289.125000 Penalty: 4348.595215
	Iteration 52Q: 3 clusters Score -659289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -659289.187500 Penalty: 4348.595215
	Iteration 53Q: 3 clusters Score -659289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -659287.625000 Penalty: 4348.595215
	Iteration 54Q: 3 clusters Score -659287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -659289.437500 Penalty: 4348.595215
	Iteration 55Q: 3 clusters Score -659289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -659291.125000 Penalty: 4348.595215
	Iteration 56Q: 3 clusters Score -659291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -659289.750000 Penalty: 4348.595215
	Iteration 57Q: 3 clusters Score -659289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -659289.750000 Penalty: 4348.595215
	Iteration 58F: 3 clusters Score -659289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -582724.937500 Penalty: 2132.769775
	Iteration 0F: 2 clusters Score -582724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -577951.812500 Penalty: 4265.539551
	Iteration 0F: 3 clusters Score -577951.8 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -579424.750000 Penalty: 4265.539551
	Iteration 1F: 3 clusters Score -579424.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -580029.875000 Penalty: 4265.539551
	Iteration 2F: 3 clusters Score -580029.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -580550.562500 Penalty: 4265.539551
	Iteration 3F: 3 clusters Score -580550.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -580858.875000 Penalty: 4265.539551
	Iteration 4F: 3 clusters Score -580858.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -581088.562500 Penalty: 4265.539551
	Iteration 5F: 3 clusters Score -581088.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -581228.187500 Penalty: 4265.539551
	Iteration 6Q: 3 clusters Score -581228.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -581295.125000 Penalty: 4265.539551
	Iteration 7Q: 3 clusters Score -581295.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -581353.250000 Penalty: 4265.539551
	Iteration 8Q: 3 clusters Score -581353.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -581415.250000 Penalty: 4265.539551
	Iteration 9Q: 3 clusters Score -581415.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -581467.187500 Penalty: 4265.539551
	Iteration 10Q: 3 clusters Score -581467.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -581511.187500 Penalty: 4265.539551
	Iteration 11Q: 3 clusters Score -581511.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -581545.000000 Penalty: 4265.539551
	Iteration 12Q: 3 clusters Score -581545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -581572.687500 Penalty: 4265.539551
	Iteration 13Q: 3 clusters Score -581572.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -581593.375000 Penalty: 4265.539551
	Iteration 14Q: 3 clusters Score -581593.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -581606.937500 Penalty: 4265.539551
	Iteration 15Q: 3 clusters Score -581606.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -581621.750000 Penalty: 4265.539551
	Iteration 16Q: 3 clusters Score -581621.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -581637.062500 Penalty: 4265.539551
	Iteration 17Q: 3 clusters Score -581637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -581647.687500 Penalty: 4265.539551
	Iteration 18Q: 3 clusters Score -581647.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -581652.562500 Penalty: 4265.539551
	Iteration 19Q: 3 clusters Score -581652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -581658.000000 Penalty: 4265.539551
	Iteration 20F: 3 clusters Score -581658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -581664.125000 Penalty: 4265.539551
	Iteration 21Q: 3 clusters Score -581664.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -581672.812500 Penalty: 4265.539551
	Iteration 22Q: 3 clusters Score -581672.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -581682.750000 Penalty: 4265.539551
	Iteration 23Q: 3 clusters Score -581682.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -581693.250000 Penalty: 4265.539551
	Iteration 24Q: 3 clusters Score -581693.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -581701.375000 Penalty: 4265.539551
	Iteration 25Q: 3 clusters Score -581701.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -581709.937500 Penalty: 4265.539551
	Iteration 26Q: 3 clusters Score -581709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -581717.375000 Penalty: 4265.539551
	Iteration 27Q: 3 clusters Score -581717.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -581726.625000 Penalty: 4265.539551
	Iteration 28Q: 3 clusters Score -581726.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -581738.125000 Penalty: 4265.539551
	Iteration 29Q: 3 clusters Score -581738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -581753.500000 Penalty: 4265.539551
	Iteration 30Q: 3 clusters Score -581753.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -581764.437500 Penalty: 4265.539551
	Iteration 31Q: 3 clusters Score -581764.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -581775.750000 Penalty: 4265.539551
	Iteration 32Q: 3 clusters Score -581775.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -581787.250000 Penalty: 4265.539551
	Iteration 33Q: 3 clusters Score -581787.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -581800.812500 Penalty: 4265.539551
	Iteration 34Q: 3 clusters Score -581800.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -581813.937500 Penalty: 4265.539551
	Iteration 35Q: 3 clusters Score -581813.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -581827.812500 Penalty: 4265.539551
	Iteration 36Q: 3 clusters Score -581827.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -581839.312500 Penalty: 4265.539551
	Iteration 37Q: 3 clusters Score -581839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -581845.062500 Penalty: 4265.539551
	Iteration 38Q: 3 clusters Score -581845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -581852.937500 Penalty: 4265.539551
	Iteration 39Q: 3 clusters Score -581852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -581863.312500 Penalty: 4265.539551
	Iteration 40F: 3 clusters Score -581863.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -581872.875000 Penalty: 4265.539551
	Iteration 41Q: 3 clusters Score -581872.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -581881.250000 Penalty: 4265.539551
	Iteration 42Q: 3 clusters Score -581881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -581889.125000 Penalty: 4265.539551
	Iteration 43Q: 3 clusters Score -581889.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -581895.375000 Penalty: 4265.539551
	Iteration 44Q: 3 clusters Score -581895.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -581903.187500 Penalty: 4265.539551
	Iteration 45Q: 3 clusters Score -581903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -581906.812500 Penalty: 4265.539551
	Iteration 46Q: 3 clusters Score -581906.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -581913.812500 Penalty: 4265.539551
	Iteration 47Q: 3 clusters Score -581913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -581921.375000 Penalty: 4265.539551
	Iteration 48Q: 3 clusters Score -581921.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -581929.250000 Penalty: 4265.539551
	Iteration 49Q: 3 clusters Score -581929.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -581933.937500 Penalty: 4265.539551
	Iteration 50Q: 3 clusters Score -581933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -581939.187500 Penalty: 4265.539551
	Iteration 51Q: 3 clusters Score -581939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -581943.687500 Penalty: 4265.539551
	Iteration 52Q: 3 clusters Score -581943.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -581948.250000 Penalty: 4265.539551
	Iteration 53Q: 3 clusters Score -581948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -581950.687500 Penalty: 4265.539551
	Iteration 54Q: 3 clusters Score -581950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -581952.937500 Penalty: 4265.539551
	Iteration 55Q: 3 clusters Score -581952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -581954.500000 Penalty: 4265.539551
	Iteration 56Q: 3 clusters Score -581954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -581954.500000 Penalty: 4265.539551
	Iteration 57Q: 3 clusters Score -581954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -581954.562500 Penalty: 4265.539551
	Iteration 58Q: 3 clusters Score -581954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -581954.500000 Penalty: 4265.539551
	Iteration 59Q: 3 clusters Score -581954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -581956.562500 Penalty: 4265.539551
	Iteration 60F: 3 clusters Score -581956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -581956.625000 Penalty: 4265.539551
	Iteration 61Q: 3 clusters Score -581956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -581957.062500 Penalty: 4265.539551
	Iteration 62Q: 3 clusters Score -581957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -581957.187500 Penalty: 4265.539551
	Iteration 63Q: 3 clusters Score -581957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -581957.812500 Penalty: 4265.539551
	Iteration 64Q: 3 clusters Score -581957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -581957.187500 Penalty: 4265.539551
	Iteration 65Q: 3 clusters Score -581957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -581957.937500 Penalty: 4265.539551
	Iteration 66Q: 3 clusters Score -581957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -581957.937500 Penalty: 4265.539551
	Iteration 67F: 3 clusters Score -581957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -834818.000000 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -834818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -828783.437500 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -828783.4 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -830430.312500 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -830430.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -830829.437500 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -830829.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -831138.500000 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -831138.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -831415.937500 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -831415.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -831686.000000 Penalty: 4418.712402
	Iteration 5F: 3 clusters Score -831686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -831934.500000 Penalty: 4418.712402
	Iteration 6Q: 3 clusters Score -831934.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -832158.562500 Penalty: 4418.712402
	Iteration 7Q: 3 clusters Score -832158.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -832377.625000 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -832377.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -832573.437500 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -832573.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -832726.250000 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -832726.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -832823.437500 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -832823.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -832896.250000 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -832896.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -832949.812500 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -832949.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -832992.937500 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -832992.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -833028.187500 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -833028.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -833053.875000 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -833053.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -833068.937500 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -833068.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -833084.187500 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -833084.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -833097.750000 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -833097.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -833102.375000 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -833102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -833111.687500 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -833111.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -833119.562500 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -833119.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -833127.625000 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -833127.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -833139.562500 Penalty: 4418.712402
	Iteration 24Q: 3 clusters Score -833139.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -833152.812500 Penalty: 4418.712402
	Iteration 25Q: 3 clusters Score -833152.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -833166.375000 Penalty: 4418.712402
	Iteration 26Q: 3 clusters Score -833166.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -833177.062500 Penalty: 4418.712402
	Iteration 27Q: 3 clusters Score -833177.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -833190.437500 Penalty: 4418.712402
	Iteration 28Q: 3 clusters Score -833190.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -833217.750000 Penalty: 4418.712402
	Iteration 29Q: 3 clusters Score -833217.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -833247.812500 Penalty: 4418.712402
	Iteration 30Q: 3 clusters Score -833247.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -833311.437500 Penalty: 4418.712402
	Iteration 31Q: 3 clusters Score -833311.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -833383.562500 Penalty: 4418.712402
	Iteration 32Q: 3 clusters Score -833383.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -833466.875000 Penalty: 4418.712402
	Iteration 33Q: 3 clusters Score -833466.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -833538.500000 Penalty: 4418.712402
	Iteration 34Q: 3 clusters Score -833538.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -833571.437500 Penalty: 4418.712402
	Iteration 35Q: 3 clusters Score -833571.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -833594.687500 Penalty: 4418.712402
	Iteration 36Q: 3 clusters Score -833594.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -833603.312500 Penalty: 4418.712402
	Iteration 37Q: 3 clusters Score -833603.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -833611.625000 Penalty: 4418.712402
	Iteration 38Q: 3 clusters Score -833611.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -833617.062500 Penalty: 4418.712402
	Iteration 39Q: 3 clusters Score -833617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -833620.000000 Penalty: 4418.712402
	Iteration 40F: 3 clusters Score -833620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -833619.250000 Penalty: 4418.712402
	Iteration 41Q: 3 clusters Score -833619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -833619.937500 Penalty: 4418.712402
	Iteration 42Q: 3 clusters Score -833619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -833619.625000 Penalty: 4418.712402
	Iteration 43Q: 3 clusters Score -833619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -833619.937500 Penalty: 4418.712402
	Iteration 44Q: 3 clusters Score -833619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -833620.437500 Penalty: 4418.712402
	Iteration 45Q: 3 clusters Score -833620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -833621.437500 Penalty: 4418.712402
	Iteration 46Q: 3 clusters Score -833621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -833621.562500 Penalty: 4418.712402
	Iteration 47Q: 3 clusters Score -833621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -833624.062500 Penalty: 4418.712402
	Iteration 48Q: 3 clusters Score -833624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -833623.500000 Penalty: 4418.712402
	Iteration 49Q: 3 clusters Score -833623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -833623.500000 Penalty: 4418.712402
	Iteration 50F: 3 clusters Score -833623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -190350.468750 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -190350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -187870.437500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -187870.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188281.203125 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -188281.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188386.890625 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -188386.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -188433.875000 Penalty: 3691.766846
	Iteration 3Q: 3 clusters Score -188433.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188468.812500 Penalty: 3691.766846
	Iteration 4Q: 3 clusters Score -188468.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188497.468750 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -188497.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188512.828125 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -188512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188520.718750 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -188520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188525.203125 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -188525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188527.750000 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -188527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188530.953125 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -188531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188532.390625 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -188532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188534.953125 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -188535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188537.796875 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -188537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188543.046875 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -188543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188548.312500 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -188548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188553.515625 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -188553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -188555.796875 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -188555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188558.234375 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -188558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188560.562500 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -188560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188562.593750 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -188562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188565.062500 Penalty: 3691.766846
	Iteration 21Q: 3 clusters Score -188565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188566.453125 Penalty: 3691.766846
	Iteration 22Q: 3 clusters Score -188566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188566.453125 Penalty: 3691.766846
	Iteration 23F: 3 clusters Score -188566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -180464.921875 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -180464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178003.296875 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -178003.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -178427.187500 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -178427.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -178566.828125 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -178566.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -178650.375000 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -178650.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -178717.062500 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -178717.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -178776.125000 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -178776.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -178830.546875 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -178830.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -178866.296875 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -178866.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -178891.453125 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -178891.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -178911.203125 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -178911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -178922.453125 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -178922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -178931.984375 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -178932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -178944.359375 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -178944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -178955.968750 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -178956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -178959.703125 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -178959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -178962.187500 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -178962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -178964.640625 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -178964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -178965.312500 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -178965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -178965.968750 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -178966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -178965.968750 Penalty: 3696.966553
	Iteration 19F: 3 clusters Score -178966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -640482.500000 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -640482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -635538.937500 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -635538.9 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -636955.750000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -636955.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -637318.875000 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -637318.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -637600.187500 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -637600.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -637841.250000 Penalty: 4294.539062
	Iteration 4F: 3 clusters Score -637841.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -638043.562500 Penalty: 4294.539062
	Iteration 5Q: 3 clusters Score -638043.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -638170.937500 Penalty: 4294.539062
	Iteration 6Q: 3 clusters Score -638170.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -638307.875000 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -638307.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -638436.312500 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -638436.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -638561.625000 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -638561.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -638671.000000 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -638671 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -638776.812500 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -638776.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -638872.750000 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -638872.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -638970.500000 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -638970.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -639048.437500 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -639048.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -639104.250000 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -639104.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -639151.750000 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -639151.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -639183.875000 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -639183.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -639217.062500 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -639217.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -639243.125000 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -639243.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -639261.687500 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -639261.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -639272.812500 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -639272.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -639279.312500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -639279.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -639285.750000 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -639285.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -639293.437500 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -639293.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -639302.937500 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -639302.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -639314.187500 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -639314.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -639325.625000 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -639325.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -639337.000000 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -639337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -639352.625000 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -639352.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -639367.187500 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -639367.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -639377.375000 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -639377.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -639386.000000 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -639386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -639397.687500 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -639397.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -639409.500000 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -639409.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -639421.250000 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -639421.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -639433.500000 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -639433.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -639456.312500 Penalty: 4294.539062
	Iteration 37Q: 3 clusters Score -639456.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -639475.437500 Penalty: 4294.539062
	Iteration 38Q: 3 clusters Score -639475.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -639494.687500 Penalty: 4294.539062
	Iteration 39Q: 3 clusters Score -639494.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -639518.625000 Penalty: 4294.539062
	Iteration 40F: 3 clusters Score -639518.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -639538.375000 Penalty: 4294.539062
	Iteration 41Q: 3 clusters Score -639538.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -639551.875000 Penalty: 4294.539062
	Iteration 42Q: 3 clusters Score -639551.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -639565.937500 Penalty: 4294.539062
	Iteration 43Q: 3 clusters Score -639565.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -639583.312500 Penalty: 4294.539062
	Iteration 44Q: 3 clusters Score -639583.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -639596.625000 Penalty: 4294.539062
	Iteration 45Q: 3 clusters Score -639596.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -639618.875000 Penalty: 4294.539062
	Iteration 46Q: 3 clusters Score -639618.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -639664.937500 Penalty: 4294.539062
	Iteration 47Q: 3 clusters Score -639664.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -639808.437500 Penalty: 4294.539062
	Iteration 48Q: 3 clusters Score -639808.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -640189.312500 Penalty: 4294.539062
	Iteration 49Q: 3 clusters Score -640189.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -640593.625000 Penalty: 4294.539062
	Iteration 50Q: 3 clusters Score -640593.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -640710.250000 Penalty: 4294.539062
	Iteration 51Q: 3 clusters Score -640710.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -640736.375000 Penalty: 4294.539062
	Iteration 52Q: 3 clusters Score -640736.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -640745.250000 Penalty: 4294.539062
	Iteration 53Q: 3 clusters Score -640745.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -640750.937500 Penalty: 4294.539062
	Iteration 54Q: 3 clusters Score -640750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -640754.250000 Penalty: 4294.539062
	Iteration 55Q: 3 clusters Score -640754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -640755.375000 Penalty: 4294.539062
	Iteration 56Q: 3 clusters Score -640755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -640755.375000 Penalty: 4294.539062
	Iteration 57F: 3 clusters Score -640755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 50928 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2479 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 3109 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29858 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3108 members 
Mstep: Class 72 contains 5595 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6441 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28341 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10316 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 2649 members 
Entering Unmasked Estep 
Score: -212288304.000000 Penalty: 380867.500000
Splitting cluster 61 changes total score from -212289248.000000 to -212288304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -314526.312500 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -314526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -311061.812500 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -311061.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -311861.125000 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -311861.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -312146.937500 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -312146.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -312373.937500 Penalty: 4022.175781
	Iteration 3F: 3 clusters Score -312373.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -312556.156250 Penalty: 4022.175781
	Iteration 4F: 3 clusters Score -312556.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -312692.187500 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -312692.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -312790.093750 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -312790.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -312882.375000 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -312882.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -312953.593750 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -312953.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -313028.062500 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -313028.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -313074.468750 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -313074.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -313109.468750 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -313109.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -313131.937500 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -313131.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -313151.406250 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -313151.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -313169.031250 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -313169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -313183.187500 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -313183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -313190.468750 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -313190.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -313202.718750 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -313202.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -313217.625000 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -313217.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -313230.843750 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -313230.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -313241.593750 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -313241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -313252.593750 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -313252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -313259.250000 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -313259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -313264.812500 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -313264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -313268.250000 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -313268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -313269.468750 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -313269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -313270.656250 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -313270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -313271.343750 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -313271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -313271.937500 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -313271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -313272.437500 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -313272.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -313272.437500 Penalty: 4022.175781
	Iteration 30F: 3 clusters Score -313272.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (27461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Entering Unmasked Estep 
Score: -3172887.000000 Penalty: 2534.689453
	Iteration 0F: 2 clusters Score -3172887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3153893.250000 Penalty: 5069.378906
	Iteration 0F: 3 clusters Score -3153893 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3160559.250000 Penalty: 5069.378906
	Iteration 1F: 3 clusters Score -3160559 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3161056.250000 Penalty: 5069.378906
	Iteration 2F: 3 clusters Score -3161056 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3161540.750000 Penalty: 5069.378906
	Iteration 3Q: 3 clusters Score -3161541 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3161978.750000 Penalty: 5069.378906
	Iteration 4Q: 3 clusters Score -3161979 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3162451.250000 Penalty: 5069.378906
	Iteration 5Q: 3 clusters Score -3162451 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3162961.000000 Penalty: 5069.378906
	Iteration 6Q: 3 clusters Score -3162961 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3163538.500000 Penalty: 5069.378906
	Iteration 7Q: 3 clusters Score -3163538 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3164252.250000 Penalty: 5069.378906
	Iteration 8Q: 3 clusters Score -3164252 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3165029.750000 Penalty: 5069.378906
	Iteration 9Q: 3 clusters Score -3165030 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3165896.500000 Penalty: 5069.378906
	Iteration 10Q: 3 clusters Score -3165896 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3166716.750000 Penalty: 5069.378906
	Iteration 11Q: 3 clusters Score -3166717 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3167439.750000 Penalty: 5069.378906
	Iteration 12Q: 3 clusters Score -3167440 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3168195.500000 Penalty: 5069.378906
	Iteration 13Q: 3 clusters Score -3168196 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3168758.250000 Penalty: 5069.378906
	Iteration 14Q: 3 clusters Score -3168758 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3169229.500000 Penalty: 5069.378906
	Iteration 15Q: 3 clusters Score -3169230 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3169569.750000 Penalty: 5069.378906
	Iteration 16Q: 3 clusters Score -3169570 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3169841.250000 Penalty: 5069.378906
	Iteration 17Q: 3 clusters Score -3169841 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3170003.500000 Penalty: 5069.378906
	Iteration 18Q: 3 clusters Score -3170004 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3170109.250000 Penalty: 5069.378906
	Iteration 19Q: 3 clusters Score -3170109 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3170214.500000 Penalty: 5069.378906
	Iteration 20F: 3 clusters Score -3170214 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3170297.000000 Penalty: 5069.378906
	Iteration 21Q: 3 clusters Score -3170297 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3170374.250000 Penalty: 5069.378906
	Iteration 22Q: 3 clusters Score -3170374 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3170438.500000 Penalty: 5069.378906
	Iteration 23Q: 3 clusters Score -3170438 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3170480.250000 Penalty: 5069.378906
	Iteration 24Q: 3 clusters Score -3170480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3170532.250000 Penalty: 5069.378906
	Iteration 25Q: 3 clusters Score -3170532 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3170565.750000 Penalty: 5069.378906
	Iteration 26Q: 3 clusters Score -3170566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3170592.750000 Penalty: 5069.378906
	Iteration 27Q: 3 clusters Score -3170593 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3170625.250000 Penalty: 5069.378906
	Iteration 28Q: 3 clusters Score -3170625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3170645.750000 Penalty: 5069.378906
	Iteration 29Q: 3 clusters Score -3170646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3170664.000000 Penalty: 5069.378906
	Iteration 30Q: 3 clusters Score -3170664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3170670.500000 Penalty: 5069.378906
	Iteration 31Q: 3 clusters Score -3170670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3170681.500000 Penalty: 5069.378906
	Iteration 32Q: 3 clusters Score -3170682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3170678.750000 Penalty: 5069.378906
	Iteration 33Q: 3 clusters Score -3170679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3170688.750000 Penalty: 5069.378906
	Iteration 34Q: 3 clusters Score -3170689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3170705.000000 Penalty: 5069.378906
	Iteration 35Q: 3 clusters Score -3170705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3170712.500000 Penalty: 5069.378906
	Iteration 36Q: 3 clusters Score -3170712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3170717.750000 Penalty: 5069.378906
	Iteration 37Q: 3 clusters Score -3170718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3170720.000000 Penalty: 5069.378906
	Iteration 38Q: 3 clusters Score -3170720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3170735.750000 Penalty: 5069.378906
	Iteration 39Q: 3 clusters Score -3170736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3170728.500000 Penalty: 5069.378906
	Iteration 40F: 3 clusters Score -3170728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3170727.000000 Penalty: 5069.378906
	Iteration 41Q: 3 clusters Score -3170727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3170735.250000 Penalty: 5069.378906
	Iteration 42Q: 3 clusters Score -3170735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3170734.000000 Penalty: 5069.378906
	Iteration 43Q: 3 clusters Score -3170734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3170744.000000 Penalty: 5069.378906
	Iteration 44Q: 3 clusters Score -3170744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3170740.250000 Penalty: 5069.378906
	Iteration 45Q: 3 clusters Score -3170740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3170746.500000 Penalty: 5069.378906
	Iteration 46Q: 3 clusters Score -3170746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3170746.500000 Penalty: 5069.378906
	Iteration 47Q: 3 clusters Score -3170746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3170757.250000 Penalty: 5069.378906
	Iteration 48Q: 3 clusters Score -3170757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3170748.000000 Penalty: 5069.378906
	Iteration 49Q: 3 clusters Score -3170748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3170754.250000 Penalty: 5069.378906
	Iteration 50Q: 3 clusters Score -3170754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3170756.500000 Penalty: 5069.378906
	Iteration 51Q: 3 clusters Score -3170756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3170753.500000 Penalty: 5069.378906
	Iteration 52Q: 3 clusters Score -3170754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3170746.500000 Penalty: 5069.378906
	Iteration 53Q: 3 clusters Score -3170746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3170750.500000 Penalty: 5069.378906
	Iteration 54Q: 3 clusters Score -3170750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3170747.500000 Penalty: 5069.378906
	Iteration 55Q: 3 clusters Score -3170748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3170749.250000 Penalty: 5069.378906
	Iteration 56Q: 3 clusters Score -3170749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3170749.500000 Penalty: 5069.378906
	Iteration 57Q: 3 clusters Score -3170750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3170745.250000 Penalty: 5069.378906
	Iteration 58Q: 3 clusters Score -3170745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3170749.250000 Penalty: 5069.378906
	Iteration 59Q: 3 clusters Score -3170749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3170749.000000 Penalty: 5069.378906
	Iteration 60F: 3 clusters Score -3170749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3170751.000000 Penalty: 5069.378906
	Iteration 61Q: 3 clusters Score -3170751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3170753.000000 Penalty: 5069.378906
	Iteration 62Q: 3 clusters Score -3170753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3170752.250000 Penalty: 5069.378906
	Iteration 63Q: 3 clusters Score -3170752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3170750.250000 Penalty: 5069.378906
	Iteration 64Q: 3 clusters Score -3170750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3170751.500000 Penalty: 5069.378906
	Iteration 65Q: 3 clusters Score -3170752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3170749.000000 Penalty: 5069.378906
	Iteration 66Q: 3 clusters Score -3170749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3170749.250000 Penalty: 5069.378906
	Iteration 67Q: 3 clusters Score -3170749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3170748.750000 Penalty: 5069.378906
	Iteration 68Q: 3 clusters Score -3170749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3170751.250000 Penalty: 5069.378906
	Iteration 69Q: 3 clusters Score -3170751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3170750.000000 Penalty: 5069.378906
	Iteration 70Q: 3 clusters Score -3170750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3170750.000000 Penalty: 5069.378906
	Iteration 71F: 3 clusters Score -3170750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -637003.312500 Penalty: 2145.193604
	Iteration 0F: 2 clusters Score -637003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -632141.000000 Penalty: 4290.387207
	Iteration 0F: 3 clusters Score -632141 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -633531.625000 Penalty: 4290.387207
	Iteration 1F: 3 clusters Score -633531.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -633897.937500 Penalty: 4290.387207
	Iteration 2F: 3 clusters Score -633897.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -634196.312500 Penalty: 4290.387207
	Iteration 3F: 3 clusters Score -634196.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -634443.125000 Penalty: 4290.387207
	Iteration 4F: 3 clusters Score -634443.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -634668.125000 Penalty: 4290.387207
	Iteration 5Q: 3 clusters Score -634668.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -634856.750000 Penalty: 4290.387207
	Iteration 6Q: 3 clusters Score -634856.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -635002.375000 Penalty: 4290.387207
	Iteration 7Q: 3 clusters Score -635002.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -635113.062500 Penalty: 4290.387207
	Iteration 8Q: 3 clusters Score -635113.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -635220.937500 Penalty: 4290.387207
	Iteration 9Q: 3 clusters Score -635220.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -635301.375000 Penalty: 4290.387207
	Iteration 10Q: 3 clusters Score -635301.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -635357.125000 Penalty: 4290.387207
	Iteration 11Q: 3 clusters Score -635357.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -635411.312500 Penalty: 4290.387207
	Iteration 12Q: 3 clusters Score -635411.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -635452.437500 Penalty: 4290.387207
	Iteration 13Q: 3 clusters Score -635452.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -635480.062500 Penalty: 4290.387207
	Iteration 14Q: 3 clusters Score -635480.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -635507.687500 Penalty: 4290.387207
	Iteration 15Q: 3 clusters Score -635507.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -635545.250000 Penalty: 4290.387207
	Iteration 16Q: 3 clusters Score -635545.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -635576.687500 Penalty: 4290.387207
	Iteration 17Q: 3 clusters Score -635576.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -635621.937500 Penalty: 4290.387207
	Iteration 18Q: 3 clusters Score -635621.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -635653.937500 Penalty: 4290.387207
	Iteration 19Q: 3 clusters Score -635653.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -635687.562500 Penalty: 4290.387207
	Iteration 20F: 3 clusters Score -635687.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -635718.375000 Penalty: 4290.387207
	Iteration 21Q: 3 clusters Score -635718.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -635730.687500 Penalty: 4290.387207
	Iteration 22Q: 3 clusters Score -635730.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -635736.375000 Penalty: 4290.387207
	Iteration 23Q: 3 clusters Score -635736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -635743.250000 Penalty: 4290.387207
	Iteration 24Q: 3 clusters Score -635743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -635751.062500 Penalty: 4290.387207
	Iteration 25Q: 3 clusters Score -635751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -635753.000000 Penalty: 4290.387207
	Iteration 26Q: 3 clusters Score -635753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -635757.687500 Penalty: 4290.387207
	Iteration 27Q: 3 clusters Score -635757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -635760.000000 Penalty: 4290.387207
	Iteration 28Q: 3 clusters Score -635760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -635762.937500 Penalty: 4290.387207
	Iteration 29Q: 3 clusters Score -635762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -635766.250000 Penalty: 4290.387207
	Iteration 30Q: 3 clusters Score -635766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -635768.187500 Penalty: 4290.387207
	Iteration 31Q: 3 clusters Score -635768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -635771.062500 Penalty: 4290.387207
	Iteration 32Q: 3 clusters Score -635771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -635772.562500 Penalty: 4290.387207
	Iteration 33Q: 3 clusters Score -635772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -635773.500000 Penalty: 4290.387207
	Iteration 34Q: 3 clusters Score -635773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -635773.625000 Penalty: 4290.387207
	Iteration 35Q: 3 clusters Score -635773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -635774.625000 Penalty: 4290.387207
	Iteration 36Q: 3 clusters Score -635774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -635775.062500 Penalty: 4290.387207
	Iteration 37Q: 3 clusters Score -635775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -635777.062500 Penalty: 4290.387207
	Iteration 38Q: 3 clusters Score -635777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -635777.062500 Penalty: 4290.387207
	Iteration 39F: 3 clusters Score -635777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -541340.250000 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -541340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -536954.125000 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -536954.1 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -537971.437500 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -537971.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -538206.875000 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -538206.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -538351.875000 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -538351.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -538434.250000 Penalty: 4205.209473
	Iteration 4Q: 3 clusters Score -538434.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -538493.625000 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -538493.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -538542.875000 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -538542.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -538586.812500 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -538586.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -538625.187500 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -538625.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -538669.250000 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -538669.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -538709.937500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -538709.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -538745.250000 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -538745.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -538776.062500 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -538776.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -538799.500000 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -538799.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -538818.250000 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -538818.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -538837.125000 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -538837.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -538857.312500 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -538857.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -538874.125000 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -538874.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -538886.875000 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -538886.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -538897.687500 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -538897.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -538907.250000 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -538907.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -538913.812500 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -538913.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -538919.125000 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -538919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -538923.437500 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -538923.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -538926.875000 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -538926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -538933.187500 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -538933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -538934.625000 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -538934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -538939.062500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -538939.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -538941.812500 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -538941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -538943.750000 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -538943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -538945.812500 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -538945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -538946.687500 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -538946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -538947.687500 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -538947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -538949.000000 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -538949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -538950.937500 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -538950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -538950.812500 Penalty: 4205.209473
	Iteration 35Q: 3 clusters Score -538950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -538953.125000 Penalty: 4205.209473
	Iteration 36Q: 3 clusters Score -538953.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -538958.375000 Penalty: 4205.209473
	Iteration 37Q: 3 clusters Score -538958.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -538960.562500 Penalty: 4205.209473
	Iteration 38Q: 3 clusters Score -538960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -538962.875000 Penalty: 4205.209473
	Iteration 39Q: 3 clusters Score -538962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -538963.875000 Penalty: 4205.209473
	Iteration 40F: 3 clusters Score -538963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -538965.937500 Penalty: 4205.209473
	Iteration 41Q: 3 clusters Score -538965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -538966.875000 Penalty: 4205.209473
	Iteration 42Q: 3 clusters Score -538966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -538967.937500 Penalty: 4205.209473
	Iteration 43Q: 3 clusters Score -538967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -538967.937500 Penalty: 4205.209473
	Iteration 44F: 3 clusters Score -538967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -616421.125000 Penalty: 2152.848633
	Iteration 0F: 2 clusters Score -616421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -611412.062500 Penalty: 4305.697266
	Iteration 0F: 3 clusters Score -611412.1 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -612914.437500 Penalty: 4305.697266
	Iteration 1F: 3 clusters Score -612914.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -613323.562500 Penalty: 4305.697266
	Iteration 2F: 3 clusters Score -613323.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -613661.625000 Penalty: 4305.697266
	Iteration 3F: 3 clusters Score -613661.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -613945.875000 Penalty: 4305.697266
	Iteration 4F: 3 clusters Score -613945.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -614175.687500 Penalty: 4305.697266
	Iteration 5Q: 3 clusters Score -614175.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -614357.625000 Penalty: 4305.697266
	Iteration 6Q: 3 clusters Score -614357.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -614533.562500 Penalty: 4305.697266
	Iteration 7Q: 3 clusters Score -614533.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -614659.625000 Penalty: 4305.697266
	Iteration 8Q: 3 clusters Score -614659.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -614753.062500 Penalty: 4305.697266
	Iteration 9Q: 3 clusters Score -614753.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -614810.375000 Penalty: 4305.697266
	Iteration 10Q: 3 clusters Score -614810.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -614855.562500 Penalty: 4305.697266
	Iteration 11Q: 3 clusters Score -614855.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -614889.500000 Penalty: 4305.697266
	Iteration 12Q: 3 clusters Score -614889.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -614921.687500 Penalty: 4305.697266
	Iteration 13Q: 3 clusters Score -614921.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -614952.750000 Penalty: 4305.697266
	Iteration 14Q: 3 clusters Score -614952.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -614977.000000 Penalty: 4305.697266
	Iteration 15Q: 3 clusters Score -614977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -614995.625000 Penalty: 4305.697266
	Iteration 16Q: 3 clusters Score -614995.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -615007.250000 Penalty: 4305.697266
	Iteration 17Q: 3 clusters Score -615007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -615014.812500 Penalty: 4305.697266
	Iteration 18Q: 3 clusters Score -615014.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -615022.625000 Penalty: 4305.697266
	Iteration 19Q: 3 clusters Score -615022.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -615028.187500 Penalty: 4305.697266
	Iteration 20F: 3 clusters Score -615028.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -615038.375000 Penalty: 4305.697266
	Iteration 21Q: 3 clusters Score -615038.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -615041.312500 Penalty: 4305.697266
	Iteration 22Q: 3 clusters Score -615041.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -615044.812500 Penalty: 4305.697266
	Iteration 23Q: 3 clusters Score -615044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -615046.062500 Penalty: 4305.697266
	Iteration 24Q: 3 clusters Score -615046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -615049.812500 Penalty: 4305.697266
	Iteration 25Q: 3 clusters Score -615049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -615049.187500 Penalty: 4305.697266
	Iteration 26Q: 3 clusters Score -615049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -615050.125000 Penalty: 4305.697266
	Iteration 27Q: 3 clusters Score -615050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -615050.125000 Penalty: 4305.697266
	Iteration 28F: 3 clusters Score -615050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -79975.742188 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -79975.74 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 376 members 
Entering Unmasked Estep 
Score: -78189.046875 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -78189.05 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78470.125000 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -78470.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78611.968750 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -78611.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78723.070312 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -78723.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78848.601562 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -78848.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79043.609375 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -79043.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79161.859375 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -79161.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79245.812500 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -79245.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79298.117188 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -79298.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79345.500000 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -79345.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79392.507812 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -79392.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79443.132812 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -79443.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79474.429688 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -79474.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79501.148438 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -79501.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79520.929688 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -79520.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79548.210938 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -79548.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79586.875000 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -79586.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79709.078125 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -79709.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79835.101562 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -79835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79857.320312 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -79857.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79864.625000 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -79864.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79867.820312 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -79867.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79872.625000 Penalty: 3285.536377
	Iteration 22Q: 3 clusters Score -79872.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79875.679688 Penalty: 3285.536377
	Iteration 23Q: 3 clusters Score -79875.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79878.882812 Penalty: 3285.536377
	Iteration 24Q: 3 clusters Score -79878.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79881.937500 Penalty: 3285.536377
	Iteration 25Q: 3 clusters Score -79881.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79885.468750 Penalty: 3285.536377
	Iteration 26Q: 3 clusters Score -79885.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79898.085938 Penalty: 3285.536377
	Iteration 27Q: 3 clusters Score -79898.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79909.453125 Penalty: 3285.536377
	Iteration 28Q: 3 clusters Score -79909.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79917.859375 Penalty: 3285.536377
	Iteration 29Q: 3 clusters Score -79917.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79927.148438 Penalty: 3285.536377
	Iteration 30Q: 3 clusters Score -79927.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79929.796875 Penalty: 3285.536377
	Iteration 31Q: 3 clusters Score -79929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79929.796875 Penalty: 3285.536377
	Iteration 32F: 3 clusters Score -79929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -205339.531250 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -205339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -202817.078125 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -202817.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -203283.484375 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -203283.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203423.203125 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -203423.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -203496.921875 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -203496.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -203548.296875 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -203548.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203578.109375 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -203578.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203594.843750 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -203594.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -203611.953125 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -203612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203627.421875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -203627.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -203637.984375 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -203638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -203645.484375 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -203645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -203650.031250 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -203650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203652.734375 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -203652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -203656.890625 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -203656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -203663.734375 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -203663.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203668.593750 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -203668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -203674.000000 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -203674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203676.171875 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -203676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -203678.375000 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -203678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -203679.218750 Penalty: 3728.959717
	Iteration 19Q: 3 clusters Score -203679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -203680.593750 Penalty: 3728.959717
	Iteration 20F: 3 clusters Score -203680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -203684.062500 Penalty: 3728.959717
	Iteration 21Q: 3 clusters Score -203684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203683.906250 Penalty: 3728.959717
	Iteration 22Q: 3 clusters Score -203683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203683.906250 Penalty: 3728.959717
	Iteration 23F: 3 clusters Score -203683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (29858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Entering Unmasked Estep 
Score: -3475066.750000 Penalty: 2555.443604
	Iteration 0F: 2 clusters Score -3475067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3454629.500000 Penalty: 5110.887207
	Iteration 0F: 3 clusters Score -3454630 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3462052.750000 Penalty: 5110.887207
	Iteration 1F: 3 clusters Score -3462053 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3462618.750000 Penalty: 5110.887207
	Iteration 2F: 3 clusters Score -3462619 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3463150.750000 Penalty: 5110.887207
	Iteration 3Q: 3 clusters Score -3463151 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3463723.000000 Penalty: 5110.887207
	Iteration 4Q: 3 clusters Score -3463723 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3464315.250000 Penalty: 5110.887207
	Iteration 5Q: 3 clusters Score -3464315 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3464926.250000 Penalty: 5110.887207
	Iteration 6Q: 3 clusters Score -3464926 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3465617.250000 Penalty: 5110.887207
	Iteration 7Q: 3 clusters Score -3465617 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3466300.000000 Penalty: 5110.887207
	Iteration 8Q: 3 clusters Score -3466300 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3466885.250000 Penalty: 5110.887207
	Iteration 9Q: 3 clusters Score -3466885 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3467453.750000 Penalty: 5110.887207
	Iteration 10Q: 3 clusters Score -3467454 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3467964.250000 Penalty: 5110.887207
	Iteration 11Q: 3 clusters Score -3467964 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3468509.750000 Penalty: 5110.887207
	Iteration 12Q: 3 clusters Score -3468510 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3469026.750000 Penalty: 5110.887207
	Iteration 13Q: 3 clusters Score -3469027 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3469640.250000 Penalty: 5110.887207
	Iteration 14Q: 3 clusters Score -3469640 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3470243.750000 Penalty: 5110.887207
	Iteration 15Q: 3 clusters Score -3470244 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3470841.750000 Penalty: 5110.887207
	Iteration 16Q: 3 clusters Score -3470842 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3471388.750000 Penalty: 5110.887207
	Iteration 17Q: 3 clusters Score -3471389 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3471790.750000 Penalty: 5110.887207
	Iteration 18Q: 3 clusters Score -3471791 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3472123.000000 Penalty: 5110.887207
	Iteration 19Q: 3 clusters Score -3472123 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3472369.750000 Penalty: 5110.887207
	Iteration 20F: 3 clusters Score -3472370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3472525.500000 Penalty: 5110.887207
	Iteration 21Q: 3 clusters Score -3472526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3472620.500000 Penalty: 5110.887207
	Iteration 22Q: 3 clusters Score -3472620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3472675.500000 Penalty: 5110.887207
	Iteration 23Q: 3 clusters Score -3472676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3472707.250000 Penalty: 5110.887207
	Iteration 24Q: 3 clusters Score -3472707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3472745.500000 Penalty: 5110.887207
	Iteration 25Q: 3 clusters Score -3472746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3472764.250000 Penalty: 5110.887207
	Iteration 26Q: 3 clusters Score -3472764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3472780.500000 Penalty: 5110.887207
	Iteration 27Q: 3 clusters Score -3472780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3472783.750000 Penalty: 5110.887207
	Iteration 28Q: 3 clusters Score -3472784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3472783.500000 Penalty: 5110.887207
	Iteration 29Q: 3 clusters Score -3472784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3472789.500000 Penalty: 5110.887207
	Iteration 30Q: 3 clusters Score -3472790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3472789.250000 Penalty: 5110.887207
	Iteration 31Q: 3 clusters Score -3472789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3472794.500000 Penalty: 5110.887207
	Iteration 32Q: 3 clusters Score -3472794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3472793.500000 Penalty: 5110.887207
	Iteration 33Q: 3 clusters Score -3472794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3472796.500000 Penalty: 5110.887207
	Iteration 34Q: 3 clusters Score -3472796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3472799.750000 Penalty: 5110.887207
	Iteration 35Q: 3 clusters Score -3472800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3472799.500000 Penalty: 5110.887207
	Iteration 36Q: 3 clusters Score -3472800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3472802.250000 Penalty: 5110.887207
	Iteration 37Q: 3 clusters Score -3472802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3472808.000000 Penalty: 5110.887207
	Iteration 38Q: 3 clusters Score -3472808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3472811.250000 Penalty: 5110.887207
	Iteration 39Q: 3 clusters Score -3472811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3472812.250000 Penalty: 5110.887207
	Iteration 40F: 3 clusters Score -3472812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3472810.500000 Penalty: 5110.887207
	Iteration 41Q: 3 clusters Score -3472810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3472812.250000 Penalty: 5110.887207
	Iteration 42Q: 3 clusters Score -3472812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3472812.250000 Penalty: 5110.887207
	Iteration 43F: 3 clusters Score -3472812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (13172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Entering Unmasked Estep 
Score: -1503886.125000 Penalty: 2352.490479
	Iteration 0F: 2 clusters Score -1503886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1494275.875000 Penalty: 4704.980957
	Iteration 0F: 3 clusters Score -1494276 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1497226.500000 Penalty: 4704.980957
	Iteration 1F: 3 clusters Score -1497226 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1497534.750000 Penalty: 4704.980957
	Iteration 2F: 3 clusters Score -1497535 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1497746.625000 Penalty: 4704.980957
	Iteration 3Q: 3 clusters Score -1497747 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1497893.250000 Penalty: 4704.980957
	Iteration 4Q: 3 clusters Score -1497893 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1498022.625000 Penalty: 4704.980957
	Iteration 5Q: 3 clusters Score -1498023 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1498152.125000 Penalty: 4704.980957
	Iteration 6Q: 3 clusters Score -1498152 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1498285.500000 Penalty: 4704.980957
	Iteration 7Q: 3 clusters Score -1498286 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1498409.250000 Penalty: 4704.980957
	Iteration 8Q: 3 clusters Score -1498409 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1498536.375000 Penalty: 4704.980957
	Iteration 9Q: 3 clusters Score -1498536 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1498668.750000 Penalty: 4704.980957
	Iteration 10Q: 3 clusters Score -1498669 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1498816.750000 Penalty: 4704.980957
	Iteration 11Q: 3 clusters Score -1498817 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1498980.625000 Penalty: 4704.980957
	Iteration 12Q: 3 clusters Score -1498981 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1499153.625000 Penalty: 4704.980957
	Iteration 13Q: 3 clusters Score -1499154 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1499379.125000 Penalty: 4704.980957
	Iteration 14Q: 3 clusters Score -1499379 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1499597.625000 Penalty: 4704.980957
	Iteration 15Q: 3 clusters Score -1499598 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1499852.875000 Penalty: 4704.980957
	Iteration 16Q: 3 clusters Score -1499853 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1500123.750000 Penalty: 4704.980957
	Iteration 17Q: 3 clusters Score -1500124 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1500379.500000 Penalty: 4704.980957
	Iteration 18Q: 3 clusters Score -1500380 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1500626.875000 Penalty: 4704.980957
	Iteration 19Q: 3 clusters Score -1500627 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1500818.125000 Penalty: 4704.980957
	Iteration 20F: 3 clusters Score -1500818 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1500961.125000 Penalty: 4704.980957
	Iteration 21Q: 3 clusters Score -1500961 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1501071.875000 Penalty: 4704.980957
	Iteration 22Q: 3 clusters Score -1501072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1501157.500000 Penalty: 4704.980957
	Iteration 23Q: 3 clusters Score -1501158 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1501230.750000 Penalty: 4704.980957
	Iteration 24Q: 3 clusters Score -1501231 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1501285.125000 Penalty: 4704.980957
	Iteration 25Q: 3 clusters Score -1501285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1501318.250000 Penalty: 4704.980957
	Iteration 26Q: 3 clusters Score -1501318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1501349.750000 Penalty: 4704.980957
	Iteration 27Q: 3 clusters Score -1501350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1501380.125000 Penalty: 4704.980957
	Iteration 28Q: 3 clusters Score -1501380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1501405.250000 Penalty: 4704.980957
	Iteration 29Q: 3 clusters Score -1501405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1501431.375000 Penalty: 4704.980957
	Iteration 30Q: 3 clusters Score -1501431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1501454.750000 Penalty: 4704.980957
	Iteration 31Q: 3 clusters Score -1501455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1501465.375000 Penalty: 4704.980957
	Iteration 32Q: 3 clusters Score -1501465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1501478.000000 Penalty: 4704.980957
	Iteration 33Q: 3 clusters Score -1501478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1501493.250000 Penalty: 4704.980957
	Iteration 34Q: 3 clusters Score -1501493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1501509.750000 Penalty: 4704.980957
	Iteration 35Q: 3 clusters Score -1501510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1501523.375000 Penalty: 4704.980957
	Iteration 36Q: 3 clusters Score -1501523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1501545.875000 Penalty: 4704.980957
	Iteration 37Q: 3 clusters Score -1501546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1501564.875000 Penalty: 4704.980957
	Iteration 38Q: 3 clusters Score -1501565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1501575.000000 Penalty: 4704.980957
	Iteration 39Q: 3 clusters Score -1501575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1501585.000000 Penalty: 4704.980957
	Iteration 40F: 3 clusters Score -1501585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1501600.000000 Penalty: 4704.980957
	Iteration 41Q: 3 clusters Score -1501600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1501613.000000 Penalty: 4704.980957
	Iteration 42Q: 3 clusters Score -1501613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1501620.500000 Penalty: 4704.980957
	Iteration 43Q: 3 clusters Score -1501620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1501629.500000 Penalty: 4704.980957
	Iteration 44Q: 3 clusters Score -1501630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1501648.500000 Penalty: 4704.980957
	Iteration 45Q: 3 clusters Score -1501648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1501657.875000 Penalty: 4704.980957
	Iteration 46Q: 3 clusters Score -1501658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1501669.125000 Penalty: 4704.980957
	Iteration 47Q: 3 clusters Score -1501669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1501678.000000 Penalty: 4704.980957
	Iteration 48Q: 3 clusters Score -1501678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1501693.500000 Penalty: 4704.980957
	Iteration 49Q: 3 clusters Score -1501694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1501705.125000 Penalty: 4704.980957
	Iteration 50Q: 3 clusters Score -1501705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1501711.750000 Penalty: 4704.980957
	Iteration 51Q: 3 clusters Score -1501712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1501719.250000 Penalty: 4704.980957
	Iteration 52Q: 3 clusters Score -1501719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1501720.375000 Penalty: 4704.980957
	Iteration 53Q: 3 clusters Score -1501720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1501727.250000 Penalty: 4704.980957
	Iteration 54Q: 3 clusters Score -1501727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1501729.125000 Penalty: 4704.980957
	Iteration 55Q: 3 clusters Score -1501729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1501735.000000 Penalty: 4704.980957
	Iteration 56Q: 3 clusters Score -1501735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1501742.250000 Penalty: 4704.980957
	Iteration 57Q: 3 clusters Score -1501742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1501753.125000 Penalty: 4704.980957
	Iteration 58Q: 3 clusters Score -1501753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1501758.000000 Penalty: 4704.980957
	Iteration 59Q: 3 clusters Score -1501758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1501759.250000 Penalty: 4704.980957
	Iteration 60F: 3 clusters Score -1501759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1501761.750000 Penalty: 4704.980957
	Iteration 61Q: 3 clusters Score -1501762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1501765.250000 Penalty: 4704.980957
	Iteration 62Q: 3 clusters Score -1501765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1501768.000000 Penalty: 4704.980957
	Iteration 63Q: 3 clusters Score -1501768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1501772.750000 Penalty: 4704.980957
	Iteration 64Q: 3 clusters Score -1501773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1501776.250000 Penalty: 4704.980957
	Iteration 65Q: 3 clusters Score -1501776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1501779.250000 Penalty: 4704.980957
	Iteration 66Q: 3 clusters Score -1501779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1501785.500000 Penalty: 4704.980957
	Iteration 67Q: 3 clusters Score -1501786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1501788.500000 Penalty: 4704.980957
	Iteration 68Q: 3 clusters Score -1501788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1501788.500000 Penalty: 4704.980957
	Iteration 69Q: 3 clusters Score -1501788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1501791.625000 Penalty: 4704.980957
	Iteration 70Q: 3 clusters Score -1501792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1501791.500000 Penalty: 4704.980957
	Iteration 71Q: 3 clusters Score -1501792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1501794.500000 Penalty: 4704.980957
	Iteration 72Q: 3 clusters Score -1501794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1501794.375000 Penalty: 4704.980957
	Iteration 73Q: 3 clusters Score -1501794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1501797.625000 Penalty: 4704.980957
	Iteration 74Q: 3 clusters Score -1501798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1501800.125000 Penalty: 4704.980957
	Iteration 75Q: 3 clusters Score -1501800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1501805.750000 Penalty: 4704.980957
	Iteration 76Q: 3 clusters Score -1501806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1501811.000000 Penalty: 4704.980957
	Iteration 77Q: 3 clusters Score -1501811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1501812.875000 Penalty: 4704.980957
	Iteration 78Q: 3 clusters Score -1501813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1501815.875000 Penalty: 4704.980957
	Iteration 79Q: 3 clusters Score -1501816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1501820.250000 Penalty: 4704.980957
	Iteration 80F: 3 clusters Score -1501820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1501821.625000 Penalty: 4704.980957
	Iteration 81Q: 3 clusters Score -1501822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1501826.125000 Penalty: 4704.980957
	Iteration 82Q: 3 clusters Score -1501826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1501833.000000 Penalty: 4704.980957
	Iteration 83Q: 3 clusters Score -1501833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1501842.875000 Penalty: 4704.980957
	Iteration 84Q: 3 clusters Score -1501843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1501848.250000 Penalty: 4704.980957
	Iteration 85Q: 3 clusters Score -1501848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1501854.250000 Penalty: 4704.980957
	Iteration 86Q: 3 clusters Score -1501854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1501856.500000 Penalty: 4704.980957
	Iteration 87Q: 3 clusters Score -1501856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1501860.000000 Penalty: 4704.980957
	Iteration 88Q: 3 clusters Score -1501860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1501862.375000 Penalty: 4704.980957
	Iteration 89Q: 3 clusters Score -1501862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1501865.875000 Penalty: 4704.980957
	Iteration 90Q: 3 clusters Score -1501866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1501868.875000 Penalty: 4704.980957
	Iteration 91Q: 3 clusters Score -1501869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1501867.625000 Penalty: 4704.980957
	Iteration 92Q: 3 clusters Score -1501868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1501872.375000 Penalty: 4704.980957
	Iteration 93Q: 3 clusters Score -1501872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1501874.375000 Penalty: 4704.980957
	Iteration 94Q: 3 clusters Score -1501874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1501876.125000 Penalty: 4704.980957
	Iteration 95Q: 3 clusters Score -1501876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1501882.875000 Penalty: 4704.980957
	Iteration 96Q: 3 clusters Score -1501883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1501885.125000 Penalty: 4704.980957
	Iteration 97Q: 3 clusters Score -1501885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1501885.625000 Penalty: 4704.980957
	Iteration 98Q: 3 clusters Score -1501886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1501887.625000 Penalty: 4704.980957
	Iteration 99Q: 3 clusters Score -1501888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1501889.500000 Penalty: 4704.980957
	Iteration 100F: 3 clusters Score -1501890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1501896.875000 Penalty: 4704.980957
	Iteration 101Q: 3 clusters Score -1501897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1501900.125000 Penalty: 4704.980957
	Iteration 102Q: 3 clusters Score -1501900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1501900.000000 Penalty: 4704.980957
	Iteration 103Q: 3 clusters Score -1501900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1501899.875000 Penalty: 4704.980957
	Iteration 104Q: 3 clusters Score -1501900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1501906.125000 Penalty: 4704.980957
	Iteration 105Q: 3 clusters Score -1501906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1501904.875000 Penalty: 4704.980957
	Iteration 106Q: 3 clusters Score -1501905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1501902.875000 Penalty: 4704.980957
	Iteration 107Q: 3 clusters Score -1501903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1501903.000000 Penalty: 4704.980957
	Iteration 108Q: 3 clusters Score -1501903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1501904.000000 Penalty: 4704.980957
	Iteration 109Q: 3 clusters Score -1501904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1501904.000000 Penalty: 4704.980957
	Iteration 110F: 3 clusters Score -1501904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -240560.375000 Penalty: 1994.350220
	Iteration 0F: 2 clusters Score -240560.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -237279.937500 Penalty: 3988.700439
	Iteration 0F: 3 clusters Score -237279.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -238496.093750 Penalty: 3988.700439
	Iteration 1F: 3 clusters Score -238496.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -238994.890625 Penalty: 3988.700439
	Iteration 2F: 3 clusters Score -238994.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -239265.203125 Penalty: 3988.700439
	Iteration 3F: 3 clusters Score -239265.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -239452.968750 Penalty: 3988.700439
	Iteration 4Q: 3 clusters Score -239453 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -239615.812500 Penalty: 3988.700439
	Iteration 5Q: 3 clusters Score -239615.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -239730.875000 Penalty: 3988.700439
	Iteration 6Q: 3 clusters Score -239730.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -239801.703125 Penalty: 3988.700439
	Iteration 7Q: 3 clusters Score -239801.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -239861.093750 Penalty: 3988.700439
	Iteration 8Q: 3 clusters Score -239861.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -239903.781250 Penalty: 3988.700439
	Iteration 9Q: 3 clusters Score -239903.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -239938.640625 Penalty: 3988.700439
	Iteration 10Q: 3 clusters Score -239938.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -239968.828125 Penalty: 3988.700439
	Iteration 11Q: 3 clusters Score -239968.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -239991.328125 Penalty: 3988.700439
	Iteration 12Q: 3 clusters Score -239991.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -240005.703125 Penalty: 3988.700439
	Iteration 13Q: 3 clusters Score -240005.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -240020.359375 Penalty: 3988.700439
	Iteration 14Q: 3 clusters Score -240020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -240027.531250 Penalty: 3988.700439
	Iteration 15Q: 3 clusters Score -240027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -240032.906250 Penalty: 3988.700439
	Iteration 16Q: 3 clusters Score -240032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -240046.718750 Penalty: 3988.700439
	Iteration 17Q: 3 clusters Score -240046.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -240060.406250 Penalty: 3988.700439
	Iteration 18Q: 3 clusters Score -240060.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -240073.500000 Penalty: 3988.700439
	Iteration 19Q: 3 clusters Score -240073.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -240081.500000 Penalty: 3988.700439
	Iteration 20F: 3 clusters Score -240081.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -240089.640625 Penalty: 3988.700439
	Iteration 21Q: 3 clusters Score -240089.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -240101.843750 Penalty: 3988.700439
	Iteration 22Q: 3 clusters Score -240101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -240107.750000 Penalty: 3988.700439
	Iteration 23Q: 3 clusters Score -240107.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -240118.718750 Penalty: 3988.700439
	Iteration 24Q: 3 clusters Score -240118.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -240130.875000 Penalty: 3988.700439
	Iteration 25Q: 3 clusters Score -240130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -240135.578125 Penalty: 3988.700439
	Iteration 26Q: 3 clusters Score -240135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -240137.765625 Penalty: 3988.700439
	Iteration 27Q: 3 clusters Score -240137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -240139.546875 Penalty: 3988.700439
	Iteration 28Q: 3 clusters Score -240139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -240141.390625 Penalty: 3988.700439
	Iteration 29Q: 3 clusters Score -240141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -240141.625000 Penalty: 3988.700439
	Iteration 30Q: 3 clusters Score -240141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -240142.031250 Penalty: 3988.700439
	Iteration 31Q: 3 clusters Score -240142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -240142.937500 Penalty: 3988.700439
	Iteration 32Q: 3 clusters Score -240142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -240146.500000 Penalty: 3988.700439
	Iteration 33Q: 3 clusters Score -240146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -240150.156250 Penalty: 3988.700439
	Iteration 34Q: 3 clusters Score -240150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -240156.265625 Penalty: 3988.700439
	Iteration 35Q: 3 clusters Score -240156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -240160.515625 Penalty: 3988.700439
	Iteration 36Q: 3 clusters Score -240160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -240165.281250 Penalty: 3988.700439
	Iteration 37Q: 3 clusters Score -240165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -240169.078125 Penalty: 3988.700439
	Iteration 38Q: 3 clusters Score -240169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -240170.046875 Penalty: 3988.700439
	Iteration 39Q: 3 clusters Score -240170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -240170.281250 Penalty: 3988.700439
	Iteration 40F: 3 clusters Score -240170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -502301.625000 Penalty: 2140.147705
	Iteration 0F: 2 clusters Score -502301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -497412.656250 Penalty: 4280.295410
	Iteration 0F: 3 clusters Score -497412.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -499034.781250 Penalty: 4280.295410
	Iteration 1F: 3 clusters Score -499034.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -499670.156250 Penalty: 4280.295410
	Iteration 2F: 3 clusters Score -499670.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -500185.125000 Penalty: 4280.295410
	Iteration 3F: 3 clusters Score -500185.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -500576.406250 Penalty: 4280.295410
	Iteration 4F: 3 clusters Score -500576.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -500838.750000 Penalty: 4280.295410
	Iteration 5F: 3 clusters Score -500838.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -500992.750000 Penalty: 4280.295410
	Iteration 6Q: 3 clusters Score -500992.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -501081.218750 Penalty: 4280.295410
	Iteration 7Q: 3 clusters Score -501081.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -501138.062500 Penalty: 4280.295410
	Iteration 8Q: 3 clusters Score -501138.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -501170.218750 Penalty: 4280.295410
	Iteration 9Q: 3 clusters Score -501170.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -501192.187500 Penalty: 4280.295410
	Iteration 10Q: 3 clusters Score -501192.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -501212.937500 Penalty: 4280.295410
	Iteration 11Q: 3 clusters Score -501212.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -501226.531250 Penalty: 4280.295410
	Iteration 12Q: 3 clusters Score -501226.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -501233.812500 Penalty: 4280.295410
	Iteration 13Q: 3 clusters Score -501233.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -501237.625000 Penalty: 4280.295410
	Iteration 14Q: 3 clusters Score -501237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -501240.468750 Penalty: 4280.295410
	Iteration 15Q: 3 clusters Score -501240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -501241.218750 Penalty: 4280.295410
	Iteration 16Q: 3 clusters Score -501241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -501242.218750 Penalty: 4280.295410
	Iteration 17Q: 3 clusters Score -501242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -501242.406250 Penalty: 4280.295410
	Iteration 18Q: 3 clusters Score -501242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -501244.781250 Penalty: 4280.295410
	Iteration 19Q: 3 clusters Score -501244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -501246.750000 Penalty: 4280.295410
	Iteration 20F: 3 clusters Score -501246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -501249.875000 Penalty: 4280.295410
	Iteration 21Q: 3 clusters Score -501249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -501250.812500 Penalty: 4280.295410
	Iteration 22Q: 3 clusters Score -501250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -501251.531250 Penalty: 4280.295410
	Iteration 23Q: 3 clusters Score -501251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -501253.812500 Penalty: 4280.295410
	Iteration 24Q: 3 clusters Score -501253.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -501256.250000 Penalty: 4280.295410
	Iteration 25Q: 3 clusters Score -501256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -501257.093750 Penalty: 4280.295410
	Iteration 26Q: 3 clusters Score -501257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -501259.625000 Penalty: 4280.295410
	Iteration 27Q: 3 clusters Score -501259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -501260.406250 Penalty: 4280.295410
	Iteration 28Q: 3 clusters Score -501260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -501260.937500 Penalty: 4280.295410
	Iteration 29Q: 3 clusters Score -501260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -501262.562500 Penalty: 4280.295410
	Iteration 30Q: 3 clusters Score -501262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -501263.343750 Penalty: 4280.295410
	Iteration 31Q: 3 clusters Score -501263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -501264.812500 Penalty: 4280.295410
	Iteration 32Q: 3 clusters Score -501264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -501264.687500 Penalty: 4280.295410
	Iteration 33Q: 3 clusters Score -501264.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -501266.312500 Penalty: 4280.295410
	Iteration 34Q: 3 clusters Score -501266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -501268.843750 Penalty: 4280.295410
	Iteration 35Q: 3 clusters Score -501268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -501270.656250 Penalty: 4280.295410
	Iteration 36Q: 3 clusters Score -501270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -501272.718750 Penalty: 4280.295410
	Iteration 37Q: 3 clusters Score -501272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -501273.781250 Penalty: 4280.295410
	Iteration 38Q: 3 clusters Score -501273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -501276.156250 Penalty: 4280.295410
	Iteration 39Q: 3 clusters Score -501276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -501281.718750 Penalty: 4280.295410
	Iteration 40F: 3 clusters Score -501281.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -501286.062500 Penalty: 4280.295410
	Iteration 41Q: 3 clusters Score -501286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -501288.656250 Penalty: 4280.295410
	Iteration 42Q: 3 clusters Score -501288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -501290.281250 Penalty: 4280.295410
	Iteration 43Q: 3 clusters Score -501290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -501292.343750 Penalty: 4280.295410
	Iteration 44Q: 3 clusters Score -501292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -501294.375000 Penalty: 4280.295410
	Iteration 45Q: 3 clusters Score -501294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -501294.468750 Penalty: 4280.295410
	Iteration 46Q: 3 clusters Score -501294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -501294.468750 Penalty: 4280.295410
	Iteration 47F: 3 clusters Score -501294.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (133276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133276 members 
Entering Unmasked Estep 
Score: -15462871.000000 Penalty: 2926.444092
	Iteration 0F: 2 clusters Score -1.546287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -15373544.000000 Penalty: 5852.888184
	Iteration 0F: 3 clusters Score -1.537354e+07 nChanged 63603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -15411148.000000 Penalty: 5852.888184
	Iteration 1F: 3 clusters Score -1.541115e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -15412513.000000 Penalty: 5852.888184
	Iteration 2Q: 3 clusters Score -1.541251e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -15414368.000000 Penalty: 5852.888184
	Iteration 3Q: 3 clusters Score -1.541437e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -15417346.000000 Penalty: 5852.888184
	Iteration 4F: 3 clusters Score -1.541735e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -15421367.000000 Penalty: 5852.888184
	Iteration 5F: 3 clusters Score -1.542137e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -15427347.000000 Penalty: 5852.888184
	Iteration 6F: 3 clusters Score -1.542735e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -15434574.000000 Penalty: 5852.888184
	Iteration 7F: 3 clusters Score -1.543457e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -15443015.000000 Penalty: 5852.888184
	Iteration 8F: 3 clusters Score -1.544302e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -15450858.000000 Penalty: 5852.888184
	Iteration 9F: 3 clusters Score -1.545086e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -15456038.000000 Penalty: 5852.888184
	Iteration 10Q: 3 clusters Score -1.545604e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131402 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15458677.000000 Penalty: 5852.888184
	Iteration 11Q: 3 clusters Score -1.545868e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -15459607.000000 Penalty: 5852.888184
	Iteration 12Q: 3 clusters Score -1.545961e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132784 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -15459920.000000 Penalty: 5852.888184
	Iteration 13Q: 3 clusters Score -1.545992e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132906 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15460064.000000 Penalty: 5852.888184
	Iteration 14Q: 3 clusters Score -1.546006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15460121.000000 Penalty: 5852.888184
	Iteration 15Q: 3 clusters Score -1.546012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15460171.000000 Penalty: 5852.888184
	Iteration 16Q: 3 clusters Score -1.546017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15460189.000000 Penalty: 5852.888184
	Iteration 17Q: 3 clusters Score -1.546019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132991 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15460206.000000 Penalty: 5852.888184
	Iteration 18Q: 3 clusters Score -1.546021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132994 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15460224.000000 Penalty: 5852.888184
	Iteration 19Q: 3 clusters Score -1.546022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15460230.000000 Penalty: 5852.888184
	Iteration 20F: 3 clusters Score -1.546023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133005 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15460230.000000 Penalty: 5852.888184
	Iteration 21Q: 3 clusters Score -1.546023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15460231.000000 Penalty: 5852.888184
	Iteration 22Q: 3 clusters Score -1.546023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133007 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15460237.000000 Penalty: 5852.888184
	Iteration 23Q: 3 clusters Score -1.546024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133007 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15460237.000000 Penalty: 5852.888184
	Iteration 24Q: 3 clusters Score -1.546024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15460245.000000 Penalty: 5852.888184
	Iteration 25Q: 3 clusters Score -1.546024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15460242.000000 Penalty: 5852.888184
	Iteration 26Q: 3 clusters Score -1.546024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15460245.000000 Penalty: 5852.888184
	Iteration 27Q: 3 clusters Score -1.546024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133011 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15460245.000000 Penalty: 5852.888184
	Iteration 28Q: 3 clusters Score -1.546024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133010 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15460258.000000 Penalty: 5852.888184
	Iteration 29Q: 3 clusters Score -1.546026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133010 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15460258.000000 Penalty: 5852.888184
	Iteration 30F: 3 clusters Score -1.546026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (13689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Entering Unmasked Estep 
Score: -1567605.000000 Penalty: 2362.038330
	Iteration 0F: 2 clusters Score -1567605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1557560.750000 Penalty: 4724.076660
	Iteration 0F: 3 clusters Score -1557561 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1560708.625000 Penalty: 4724.076660
	Iteration 1F: 3 clusters Score -1560709 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1561023.750000 Penalty: 4724.076660
	Iteration 2F: 3 clusters Score -1561024 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1561259.375000 Penalty: 4724.076660
	Iteration 3Q: 3 clusters Score -1561259 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1561470.125000 Penalty: 4724.076660
	Iteration 4Q: 3 clusters Score -1561470 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1561684.750000 Penalty: 4724.076660
	Iteration 5Q: 3 clusters Score -1561685 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1561940.250000 Penalty: 4724.076660
	Iteration 6Q: 3 clusters Score -1561940 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1562239.500000 Penalty: 4724.076660
	Iteration 7Q: 3 clusters Score -1562240 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1562595.625000 Penalty: 4724.076660
	Iteration 8Q: 3 clusters Score -1562596 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1562981.875000 Penalty: 4724.076660
	Iteration 9Q: 3 clusters Score -1562982 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1563362.750000 Penalty: 4724.076660
	Iteration 10Q: 3 clusters Score -1563363 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1563737.500000 Penalty: 4724.076660
	Iteration 11Q: 3 clusters Score -1563738 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1564111.000000 Penalty: 4724.076660
	Iteration 12Q: 3 clusters Score -1564111 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1564486.750000 Penalty: 4724.076660
	Iteration 13Q: 3 clusters Score -1564487 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1564832.250000 Penalty: 4724.076660
	Iteration 14Q: 3 clusters Score -1564832 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1565193.375000 Penalty: 4724.076660
	Iteration 15Q: 3 clusters Score -1565193 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1565746.750000 Penalty: 4724.076660
	Iteration 16Q: 3 clusters Score -1565747 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1566560.000000 Penalty: 4724.076660
	Iteration 17Q: 3 clusters Score -1566560 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1567383.000000 Penalty: 4724.076660
	Iteration 18Q: 3 clusters Score -1567383 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1567800.125000 Penalty: 4724.076660
	Iteration 19Q: 3 clusters Score -1567800 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1568224.375000 Penalty: 4724.076660
	Iteration 20F: 3 clusters Score -1568224 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1568667.125000 Penalty: 4724.076660
	Iteration 21Q: 3 clusters Score -1568667 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1568862.375000 Penalty: 4724.076660
	Iteration 22Q: 3 clusters Score -1568862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1568919.125000 Penalty: 4724.076660
	Iteration 23Q: 3 clusters Score -1568919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1568940.000000 Penalty: 4724.076660
	Iteration 24Q: 3 clusters Score -1568940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1568950.250000 Penalty: 4724.076660
	Iteration 25Q: 3 clusters Score -1568950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1568952.375000 Penalty: 4724.076660
	Iteration 26Q: 3 clusters Score -1568952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1568951.625000 Penalty: 4724.076660
	Iteration 27Q: 3 clusters Score -1568952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1568951.625000 Penalty: 4724.076660
	Iteration 28F: 3 clusters Score -1568952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 50928 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2479 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29858 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3108 members 
Mstep: Class 72 contains 5595 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 3351 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6441 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28341 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10316 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 10338 members 
Entering Unmasked Estep 
Score: -212288368.000000 Penalty: 380867.500000
Splitting cluster 74 changes total score from -212289248.000000 to -212288368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1229495.625000 Penalty: 2326.615967
	Iteration 0F: 2 clusters Score -1229496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1220714.875000 Penalty: 4653.231934
	Iteration 0F: 3 clusters Score -1220715 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1223789.375000 Penalty: 4653.231934
	Iteration 1F: 3 clusters Score -1223789 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1224535.125000 Penalty: 4653.231934
	Iteration 2F: 3 clusters Score -1224535 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1225180.375000 Penalty: 4653.231934
	Iteration 3F: 3 clusters Score -1225180 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1225732.875000 Penalty: 4653.231934
	Iteration 4F: 3 clusters Score -1225733 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1226152.625000 Penalty: 4653.231934
	Iteration 5F: 3 clusters Score -1226153 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1226469.625000 Penalty: 4653.231934
	Iteration 6Q: 3 clusters Score -1226470 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1226723.125000 Penalty: 4653.231934
	Iteration 7Q: 3 clusters Score -1226723 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1226921.625000 Penalty: 4653.231934
	Iteration 8Q: 3 clusters Score -1226922 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1227135.750000 Penalty: 4653.231934
	Iteration 9Q: 3 clusters Score -1227136 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1227359.750000 Penalty: 4653.231934
	Iteration 10Q: 3 clusters Score -1227360 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1227608.750000 Penalty: 4653.231934
	Iteration 11Q: 3 clusters Score -1227609 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1227785.000000 Penalty: 4653.231934
	Iteration 12Q: 3 clusters Score -1227785 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1227909.500000 Penalty: 4653.231934
	Iteration 13Q: 3 clusters Score -1227910 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1227986.750000 Penalty: 4653.231934
	Iteration 14Q: 3 clusters Score -1227987 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1228057.000000 Penalty: 4653.231934
	Iteration 15Q: 3 clusters Score -1228057 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1228106.750000 Penalty: 4653.231934
	Iteration 16Q: 3 clusters Score -1228107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1228150.875000 Penalty: 4653.231934
	Iteration 17Q: 3 clusters Score -1228151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1228185.750000 Penalty: 4653.231934
	Iteration 18Q: 3 clusters Score -1228186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1228226.750000 Penalty: 4653.231934
	Iteration 19Q: 3 clusters Score -1228227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1228258.000000 Penalty: 4653.231934
	Iteration 20F: 3 clusters Score -1228258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1228276.125000 Penalty: 4653.231934
	Iteration 21Q: 3 clusters Score -1228276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1228293.875000 Penalty: 4653.231934
	Iteration 22Q: 3 clusters Score -1228294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1228309.250000 Penalty: 4653.231934
	Iteration 23Q: 3 clusters Score -1228309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1228314.375000 Penalty: 4653.231934
	Iteration 24Q: 3 clusters Score -1228314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1228325.125000 Penalty: 4653.231934
	Iteration 25Q: 3 clusters Score -1228325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1228336.625000 Penalty: 4653.231934
	Iteration 26Q: 3 clusters Score -1228337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1228342.875000 Penalty: 4653.231934
	Iteration 27Q: 3 clusters Score -1228343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1228353.500000 Penalty: 4653.231934
	Iteration 28Q: 3 clusters Score -1228354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1228363.500000 Penalty: 4653.231934
	Iteration 29Q: 3 clusters Score -1228364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1228367.125000 Penalty: 4653.231934
	Iteration 30Q: 3 clusters Score -1228367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1228374.125000 Penalty: 4653.231934
	Iteration 31Q: 3 clusters Score -1228374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1228378.875000 Penalty: 4653.231934
	Iteration 32Q: 3 clusters Score -1228379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1228392.250000 Penalty: 4653.231934
	Iteration 33Q: 3 clusters Score -1228392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1228394.875000 Penalty: 4653.231934
	Iteration 34Q: 3 clusters Score -1228395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1228403.625000 Penalty: 4653.231934
	Iteration 35Q: 3 clusters Score -1228404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1228407.625000 Penalty: 4653.231934
	Iteration 36Q: 3 clusters Score -1228408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1228410.875000 Penalty: 4653.231934
	Iteration 37Q: 3 clusters Score -1228411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1228412.125000 Penalty: 4653.231934
	Iteration 38Q: 3 clusters Score -1228412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1228412.375000 Penalty: 4653.231934
	Iteration 39Q: 3 clusters Score -1228412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1228414.250000 Penalty: 4653.231934
	Iteration 40F: 3 clusters Score -1228414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1228413.500000 Penalty: 4653.231934
	Iteration 41Q: 3 clusters Score -1228414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1228415.625000 Penalty: 4653.231934
	Iteration 42Q: 3 clusters Score -1228416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1228414.875000 Penalty: 4653.231934
	Iteration 43Q: 3 clusters Score -1228415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1228416.625000 Penalty: 4653.231934
	Iteration 44Q: 3 clusters Score -1228417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1228416.000000 Penalty: 4653.231934
	Iteration 45Q: 3 clusters Score -1228416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1228417.250000 Penalty: 4653.231934
	Iteration 46Q: 3 clusters Score -1228417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1228417.250000 Penalty: 4653.231934
	Iteration 47F: 3 clusters Score -1228417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (11181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Entering Unmasked Estep 
Score: -1262653.500000 Penalty: 2311.848877
	Iteration 0F: 2 clusters Score -1262654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1254226.000000 Penalty: 4623.697754
	Iteration 0F: 3 clusters Score -1254226 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1256695.625000 Penalty: 4623.697754
	Iteration 1F: 3 clusters Score -1256696 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1257067.125000 Penalty: 4623.697754
	Iteration 2F: 3 clusters Score -1257067 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1257360.375000 Penalty: 4623.697754
	Iteration 3F: 3 clusters Score -1257360 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1257574.000000 Penalty: 4623.697754
	Iteration 4Q: 3 clusters Score -1257574 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1257740.125000 Penalty: 4623.697754
	Iteration 5Q: 3 clusters Score -1257740 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1257860.625000 Penalty: 4623.697754
	Iteration 6Q: 3 clusters Score -1257861 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1257951.750000 Penalty: 4623.697754
	Iteration 7Q: 3 clusters Score -1257952 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1258034.000000 Penalty: 4623.697754
	Iteration 8Q: 3 clusters Score -1258034 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1258105.500000 Penalty: 4623.697754
	Iteration 9Q: 3 clusters Score -1258106 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1258159.875000 Penalty: 4623.697754
	Iteration 10Q: 3 clusters Score -1258160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1258217.250000 Penalty: 4623.697754
	Iteration 11Q: 3 clusters Score -1258217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1258269.500000 Penalty: 4623.697754
	Iteration 12Q: 3 clusters Score -1258270 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1258327.875000 Penalty: 4623.697754
	Iteration 13Q: 3 clusters Score -1258328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1258386.875000 Penalty: 4623.697754
	Iteration 14Q: 3 clusters Score -1258387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1258427.375000 Penalty: 4623.697754
	Iteration 15Q: 3 clusters Score -1258427 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1258470.500000 Penalty: 4623.697754
	Iteration 16Q: 3 clusters Score -1258470 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1258506.625000 Penalty: 4623.697754
	Iteration 17Q: 3 clusters Score -1258507 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1258540.750000 Penalty: 4623.697754
	Iteration 18Q: 3 clusters Score -1258541 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1258585.875000 Penalty: 4623.697754
	Iteration 19Q: 3 clusters Score -1258586 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1258631.500000 Penalty: 4623.697754
	Iteration 20F: 3 clusters Score -1258632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1258668.500000 Penalty: 4623.697754
	Iteration 21Q: 3 clusters Score -1258668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1258703.625000 Penalty: 4623.697754
	Iteration 22Q: 3 clusters Score -1258704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1258735.125000 Penalty: 4623.697754
	Iteration 23Q: 3 clusters Score -1258735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1258766.125000 Penalty: 4623.697754
	Iteration 24Q: 3 clusters Score -1258766 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1258798.000000 Penalty: 4623.697754
	Iteration 25Q: 3 clusters Score -1258798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1258831.250000 Penalty: 4623.697754
	Iteration 26Q: 3 clusters Score -1258831 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1258860.375000 Penalty: 4623.697754
	Iteration 27Q: 3 clusters Score -1258860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1258889.500000 Penalty: 4623.697754
	Iteration 28Q: 3 clusters Score -1258890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1258911.375000 Penalty: 4623.697754
	Iteration 29Q: 3 clusters Score -1258911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1258932.125000 Penalty: 4623.697754
	Iteration 30Q: 3 clusters Score -1258932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1258953.750000 Penalty: 4623.697754
	Iteration 31Q: 3 clusters Score -1258954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1258969.250000 Penalty: 4623.697754
	Iteration 32Q: 3 clusters Score -1258969 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1258997.875000 Penalty: 4623.697754
	Iteration 33Q: 3 clusters Score -1258998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1259031.375000 Penalty: 4623.697754
	Iteration 34Q: 3 clusters Score -1259031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1259061.000000 Penalty: 4623.697754
	Iteration 35Q: 3 clusters Score -1259061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1259099.000000 Penalty: 4623.697754
	Iteration 36Q: 3 clusters Score -1259099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1259131.500000 Penalty: 4623.697754
	Iteration 37Q: 3 clusters Score -1259132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1259193.250000 Penalty: 4623.697754
	Iteration 38Q: 3 clusters Score -1259193 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1259265.500000 Penalty: 4623.697754
	Iteration 39Q: 3 clusters Score -1259266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1259380.375000 Penalty: 4623.697754
	Iteration 40F: 3 clusters Score -1259380 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1259531.875000 Penalty: 4623.697754
	Iteration 41Q: 3 clusters Score -1259532 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1259724.000000 Penalty: 4623.697754
	Iteration 42Q: 3 clusters Score -1259724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1259927.250000 Penalty: 4623.697754
	Iteration 43Q: 3 clusters Score -1259927 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1260069.250000 Penalty: 4623.697754
	Iteration 44Q: 3 clusters Score -1260069 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1260156.250000 Penalty: 4623.697754
	Iteration 45Q: 3 clusters Score -1260156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1260207.750000 Penalty: 4623.697754
	Iteration 46Q: 3 clusters Score -1260208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1260241.375000 Penalty: 4623.697754
	Iteration 47Q: 3 clusters Score -1260241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1260275.125000 Penalty: 4623.697754
	Iteration 48Q: 3 clusters Score -1260275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1260296.875000 Penalty: 4623.697754
	Iteration 49Q: 3 clusters Score -1260297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1260318.875000 Penalty: 4623.697754
	Iteration 50Q: 3 clusters Score -1260319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1260330.625000 Penalty: 4623.697754
	Iteration 51Q: 3 clusters Score -1260331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1260339.750000 Penalty: 4623.697754
	Iteration 52Q: 3 clusters Score -1260340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1260348.750000 Penalty: 4623.697754
	Iteration 53Q: 3 clusters Score -1260349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1260356.875000 Penalty: 4623.697754
	Iteration 54Q: 3 clusters Score -1260357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1260364.500000 Penalty: 4623.697754
	Iteration 55Q: 3 clusters Score -1260364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1260376.250000 Penalty: 4623.697754
	Iteration 56Q: 3 clusters Score -1260376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1260378.750000 Penalty: 4623.697754
	Iteration 57Q: 3 clusters Score -1260379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1260391.375000 Penalty: 4623.697754
	Iteration 58Q: 3 clusters Score -1260391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1260395.875000 Penalty: 4623.697754
	Iteration 59Q: 3 clusters Score -1260396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1260408.125000 Penalty: 4623.697754
	Iteration 60F: 3 clusters Score -1260408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1260411.750000 Penalty: 4623.697754
	Iteration 61Q: 3 clusters Score -1260412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1260419.125000 Penalty: 4623.697754
	Iteration 62Q: 3 clusters Score -1260419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1260426.250000 Penalty: 4623.697754
	Iteration 63Q: 3 clusters Score -1260426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1260429.625000 Penalty: 4623.697754
	Iteration 64Q: 3 clusters Score -1260430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1260433.500000 Penalty: 4623.697754
	Iteration 65Q: 3 clusters Score -1260434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1260431.250000 Penalty: 4623.697754
	Iteration 66Q: 3 clusters Score -1260431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1260434.625000 Penalty: 4623.697754
	Iteration 67Q: 3 clusters Score -1260435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1260434.500000 Penalty: 4623.697754
	Iteration 68Q: 3 clusters Score -1260434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1260438.250000 Penalty: 4623.697754
	Iteration 69Q: 3 clusters Score -1260438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1260441.750000 Penalty: 4623.697754
	Iteration 70Q: 3 clusters Score -1260442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1260445.000000 Penalty: 4623.697754
	Iteration 71Q: 3 clusters Score -1260445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1260452.500000 Penalty: 4623.697754
	Iteration 72Q: 3 clusters Score -1260452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1260460.500000 Penalty: 4623.697754
	Iteration 73Q: 3 clusters Score -1260460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1260466.250000 Penalty: 4623.697754
	Iteration 74Q: 3 clusters Score -1260466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1260472.250000 Penalty: 4623.697754
	Iteration 75Q: 3 clusters Score -1260472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1260473.375000 Penalty: 4623.697754
	Iteration 76Q: 3 clusters Score -1260473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1260481.000000 Penalty: 4623.697754
	Iteration 77Q: 3 clusters Score -1260481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1260484.000000 Penalty: 4623.697754
	Iteration 78Q: 3 clusters Score -1260484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1260494.000000 Penalty: 4623.697754
	Iteration 79Q: 3 clusters Score -1260494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1260498.875000 Penalty: 4623.697754
	Iteration 80F: 3 clusters Score -1260499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1260508.875000 Penalty: 4623.697754
	Iteration 81Q: 3 clusters Score -1260509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1260512.250000 Penalty: 4623.697754
	Iteration 82Q: 3 clusters Score -1260512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1260513.625000 Penalty: 4623.697754
	Iteration 83Q: 3 clusters Score -1260514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1260517.625000 Penalty: 4623.697754
	Iteration 84Q: 3 clusters Score -1260518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1260524.125000 Penalty: 4623.697754
	Iteration 85Q: 3 clusters Score -1260524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1260525.500000 Penalty: 4623.697754
	Iteration 86Q: 3 clusters Score -1260526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1260528.750000 Penalty: 4623.697754
	Iteration 87Q: 3 clusters Score -1260529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1260532.000000 Penalty: 4623.697754
	Iteration 88Q: 3 clusters Score -1260532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1260534.625000 Penalty: 4623.697754
	Iteration 89Q: 3 clusters Score -1260535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1260538.375000 Penalty: 4623.697754
	Iteration 90Q: 3 clusters Score -1260538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1260538.875000 Penalty: 4623.697754
	Iteration 91Q: 3 clusters Score -1260539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1260542.125000 Penalty: 4623.697754
	Iteration 92Q: 3 clusters Score -1260542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1260542.250000 Penalty: 4623.697754
	Iteration 93Q: 3 clusters Score -1260542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1260544.875000 Penalty: 4623.697754
	Iteration 94Q: 3 clusters Score -1260545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1260547.375000 Penalty: 4623.697754
	Iteration 95Q: 3 clusters Score -1260547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1260549.250000 Penalty: 4623.697754
	Iteration 96Q: 3 clusters Score -1260549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1260551.500000 Penalty: 4623.697754
	Iteration 97Q: 3 clusters Score -1260552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1260557.125000 Penalty: 4623.697754
	Iteration 98Q: 3 clusters Score -1260557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1260558.375000 Penalty: 4623.697754
	Iteration 99Q: 3 clusters Score -1260558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1260562.625000 Penalty: 4623.697754
	Iteration 100F: 3 clusters Score -1260563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1260565.250000 Penalty: 4623.697754
	Iteration 101Q: 3 clusters Score -1260565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1260568.250000 Penalty: 4623.697754
	Iteration 102Q: 3 clusters Score -1260568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1260572.500000 Penalty: 4623.697754
	Iteration 103Q: 3 clusters Score -1260572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1260573.625000 Penalty: 4623.697754
	Iteration 104Q: 3 clusters Score -1260574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1260576.875000 Penalty: 4623.697754
	Iteration 105Q: 3 clusters Score -1260577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1260583.500000 Penalty: 4623.697754
	Iteration 106Q: 3 clusters Score -1260584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1260584.000000 Penalty: 4623.697754
	Iteration 107Q: 3 clusters Score -1260584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1260586.250000 Penalty: 4623.697754
	Iteration 108Q: 3 clusters Score -1260586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1260585.500000 Penalty: 4623.697754
	Iteration 109Q: 3 clusters Score -1260586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1260592.250000 Penalty: 4623.697754
	Iteration 110Q: 3 clusters Score -1260592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1260591.250000 Penalty: 4623.697754
	Iteration 111Q: 3 clusters Score -1260591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1260593.875000 Penalty: 4623.697754
	Iteration 112Q: 3 clusters Score -1260594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1260595.625000 Penalty: 4623.697754
	Iteration 113Q: 3 clusters Score -1260596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1260598.875000 Penalty: 4623.697754
	Iteration 114Q: 3 clusters Score -1260599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1260600.875000 Penalty: 4623.697754
	Iteration 115Q: 3 clusters Score -1260601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1260602.125000 Penalty: 4623.697754
	Iteration 116Q: 3 clusters Score -1260602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1260607.625000 Penalty: 4623.697754
	Iteration 117Q: 3 clusters Score -1260608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1260614.375000 Penalty: 4623.697754
	Iteration 118Q: 3 clusters Score -1260614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1260617.125000 Penalty: 4623.697754
	Iteration 119Q: 3 clusters Score -1260617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1260621.625000 Penalty: 4623.697754
	Iteration 120F: 3 clusters Score -1260622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1260625.750000 Penalty: 4623.697754
	Iteration 121Q: 3 clusters Score -1260626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1260627.500000 Penalty: 4623.697754
	Iteration 122Q: 3 clusters Score -1260628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1260628.000000 Penalty: 4623.697754
	Iteration 123Q: 3 clusters Score -1260628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1260631.375000 Penalty: 4623.697754
	Iteration 124Q: 3 clusters Score -1260631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1260635.250000 Penalty: 4623.697754
	Iteration 125Q: 3 clusters Score -1260635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1260640.000000 Penalty: 4623.697754
	Iteration 126Q: 3 clusters Score -1260640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1260641.875000 Penalty: 4623.697754
	Iteration 127Q: 3 clusters Score -1260642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1260642.750000 Penalty: 4623.697754
	Iteration 128Q: 3 clusters Score -1260643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1260643.250000 Penalty: 4623.697754
	Iteration 129Q: 3 clusters Score -1260643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1260645.125000 Penalty: 4623.697754
	Iteration 130Q: 3 clusters Score -1260645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1260648.250000 Penalty: 4623.697754
	Iteration 131Q: 3 clusters Score -1260648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1260648.875000 Penalty: 4623.697754
	Iteration 132Q: 3 clusters Score -1260649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1260648.500000 Penalty: 4623.697754
	Iteration 133Q: 3 clusters Score -1260648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1260654.125000 Penalty: 4623.697754
	Iteration 134Q: 3 clusters Score -1260654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1260653.250000 Penalty: 4623.697754
	Iteration 135Q: 3 clusters Score -1260653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1260656.125000 Penalty: 4623.697754
	Iteration 136Q: 3 clusters Score -1260656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1260655.000000 Penalty: 4623.697754
	Iteration 137Q: 3 clusters Score -1260655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1260657.625000 Penalty: 4623.697754
	Iteration 138Q: 3 clusters Score -1260658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1260657.625000 Penalty: 4623.697754
	Iteration 139Q: 3 clusters Score -1260658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1260658.000000 Penalty: 4623.697754
	Iteration 140F: 3 clusters Score -1260658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1260657.625000 Penalty: 4623.697754
	Iteration 141Q: 3 clusters Score -1260658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1260657.875000 Penalty: 4623.697754
	Iteration 142Q: 3 clusters Score -1260658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1260657.625000 Penalty: 4623.697754
	Iteration 143Q: 3 clusters Score -1260658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1260658.750000 Penalty: 4623.697754
	Iteration 144Q: 3 clusters Score -1260659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1260660.375000 Penalty: 4623.697754
	Iteration 145Q: 3 clusters Score -1260660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1260659.500000 Penalty: 4623.697754
	Iteration 146Q: 3 clusters Score -1260660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1260659.500000 Penalty: 4623.697754
	Iteration 147F: 3 clusters Score -1260660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Entering Unmasked Estep 
Score: -586490.437500 Penalty: 2159.086426
	Iteration 0F: 2 clusters Score -586490.4 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 2949 members 
Entering Unmasked Estep 
Score: -581307.875000 Penalty: 4318.172852
	Iteration 0F: 3 clusters Score -581307.9 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -582664.375000 Penalty: 4318.172852
	Iteration 1F: 3 clusters Score -582664.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -583029.937500 Penalty: 4318.172852
	Iteration 2F: 3 clusters Score -583029.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -583388.437500 Penalty: 4318.172852
	Iteration 3F: 3 clusters Score -583388.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -583653.562500 Penalty: 4318.172852
	Iteration 4F: 3 clusters Score -583653.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -583890.000000 Penalty: 4318.172852
	Iteration 5Q: 3 clusters Score -583890 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -584098.812500 Penalty: 4318.172852
	Iteration 6Q: 3 clusters Score -584098.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -584260.187500 Penalty: 4318.172852
	Iteration 7Q: 3 clusters Score -584260.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -584406.312500 Penalty: 4318.172852
	Iteration 8Q: 3 clusters Score -584406.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -584538.500000 Penalty: 4318.172852
	Iteration 9Q: 3 clusters Score -584538.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -584645.375000 Penalty: 4318.172852
	Iteration 10Q: 3 clusters Score -584645.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -584724.812500 Penalty: 4318.172852
	Iteration 11Q: 3 clusters Score -584724.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -584802.312500 Penalty: 4318.172852
	Iteration 12Q: 3 clusters Score -584802.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -584865.125000 Penalty: 4318.172852
	Iteration 13Q: 3 clusters Score -584865.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -584914.750000 Penalty: 4318.172852
	Iteration 14Q: 3 clusters Score -584914.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -584945.062500 Penalty: 4318.172852
	Iteration 15Q: 3 clusters Score -584945.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -584967.437500 Penalty: 4318.172852
	Iteration 16Q: 3 clusters Score -584967.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -584981.875000 Penalty: 4318.172852
	Iteration 17Q: 3 clusters Score -584981.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -584989.937500 Penalty: 4318.172852
	Iteration 18Q: 3 clusters Score -584989.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -584999.875000 Penalty: 4318.172852
	Iteration 19Q: 3 clusters Score -584999.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -585006.562500 Penalty: 4318.172852
	Iteration 20F: 3 clusters Score -585006.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -585009.875000 Penalty: 4318.172852
	Iteration 21Q: 3 clusters Score -585009.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -585016.437500 Penalty: 4318.172852
	Iteration 22Q: 3 clusters Score -585016.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -585024.187500 Penalty: 4318.172852
	Iteration 23Q: 3 clusters Score -585024.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -585031.250000 Penalty: 4318.172852
	Iteration 24Q: 3 clusters Score -585031.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -585037.062500 Penalty: 4318.172852
	Iteration 25Q: 3 clusters Score -585037.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -585042.625000 Penalty: 4318.172852
	Iteration 26Q: 3 clusters Score -585042.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -585046.500000 Penalty: 4318.172852
	Iteration 27Q: 3 clusters Score -585046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -585048.312500 Penalty: 4318.172852
	Iteration 28Q: 3 clusters Score -585048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -585048.562500 Penalty: 4318.172852
	Iteration 29Q: 3 clusters Score -585048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -585049.437500 Penalty: 4318.172852
	Iteration 30Q: 3 clusters Score -585049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -585050.500000 Penalty: 4318.172852
	Iteration 31Q: 3 clusters Score -585050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -585051.687500 Penalty: 4318.172852
	Iteration 32Q: 3 clusters Score -585051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -585051.687500 Penalty: 4318.172852
	Iteration 33Q: 3 clusters Score -585051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -585051.500000 Penalty: 4318.172852
	Iteration 34Q: 3 clusters Score -585051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -585051.500000 Penalty: 4318.172852
	Iteration 35F: 3 clusters Score -585051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (15270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Entering Unmasked Estep 
Score: -1745056.375000 Penalty: 2389.144043
	Iteration 0F: 2 clusters Score -1745056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1734002.125000 Penalty: 4778.288086
	Iteration 0F: 3 clusters Score -1734002 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1737567.250000 Penalty: 4778.288086
	Iteration 1F: 3 clusters Score -1737567 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1738237.375000 Penalty: 4778.288086
	Iteration 2F: 3 clusters Score -1738237 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1738997.000000 Penalty: 4778.288086
	Iteration 3F: 3 clusters Score -1738997 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1739838.000000 Penalty: 4778.288086
	Iteration 4F: 3 clusters Score -1739838 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1740566.375000 Penalty: 4778.288086
	Iteration 5F: 3 clusters Score -1740566 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1741083.125000 Penalty: 4778.288086
	Iteration 6F: 3 clusters Score -1741083 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1741408.875000 Penalty: 4778.288086
	Iteration 7Q: 3 clusters Score -1741409 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1741605.750000 Penalty: 4778.288086
	Iteration 8Q: 3 clusters Score -1741606 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1741733.625000 Penalty: 4778.288086
	Iteration 9Q: 3 clusters Score -1741734 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1741852.375000 Penalty: 4778.288086
	Iteration 10Q: 3 clusters Score -1741852 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1741940.125000 Penalty: 4778.288086
	Iteration 11Q: 3 clusters Score -1741940 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1742016.625000 Penalty: 4778.288086
	Iteration 12Q: 3 clusters Score -1742017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1742079.375000 Penalty: 4778.288086
	Iteration 13Q: 3 clusters Score -1742079 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1742130.625000 Penalty: 4778.288086
	Iteration 14Q: 3 clusters Score -1742131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1742180.250000 Penalty: 4778.288086
	Iteration 15Q: 3 clusters Score -1742180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1742228.625000 Penalty: 4778.288086
	Iteration 16Q: 3 clusters Score -1742229 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1742286.875000 Penalty: 4778.288086
	Iteration 17Q: 3 clusters Score -1742287 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1742335.500000 Penalty: 4778.288086
	Iteration 18Q: 3 clusters Score -1742336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1742368.750000 Penalty: 4778.288086
	Iteration 19Q: 3 clusters Score -1742369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1742398.125000 Penalty: 4778.288086
	Iteration 20F: 3 clusters Score -1742398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1742423.500000 Penalty: 4778.288086
	Iteration 21Q: 3 clusters Score -1742424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1742444.000000 Penalty: 4778.288086
	Iteration 22Q: 3 clusters Score -1742444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1742455.250000 Penalty: 4778.288086
	Iteration 23Q: 3 clusters Score -1742455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1742463.375000 Penalty: 4778.288086
	Iteration 24Q: 3 clusters Score -1742463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1742477.000000 Penalty: 4778.288086
	Iteration 25Q: 3 clusters Score -1742477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1742485.125000 Penalty: 4778.288086
	Iteration 26Q: 3 clusters Score -1742485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1742486.750000 Penalty: 4778.288086
	Iteration 27Q: 3 clusters Score -1742487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1742497.625000 Penalty: 4778.288086
	Iteration 28Q: 3 clusters Score -1742498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1742497.750000 Penalty: 4778.288086
	Iteration 29Q: 3 clusters Score -1742498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1742501.625000 Penalty: 4778.288086
	Iteration 30Q: 3 clusters Score -1742502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1742505.625000 Penalty: 4778.288086
	Iteration 31Q: 3 clusters Score -1742506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1742510.125000 Penalty: 4778.288086
	Iteration 32Q: 3 clusters Score -1742510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1742508.000000 Penalty: 4778.288086
	Iteration 33Q: 3 clusters Score -1742508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1742508.750000 Penalty: 4778.288086
	Iteration 34Q: 3 clusters Score -1742509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1742508.750000 Penalty: 4778.288086
	Iteration 35Q: 3 clusters Score -1742509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1742504.375000 Penalty: 4778.288086
	Iteration 36Q: 3 clusters Score -1742504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1742507.250000 Penalty: 4778.288086
	Iteration 37Q: 3 clusters Score -1742507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1742508.625000 Penalty: 4778.288086
	Iteration 38Q: 3 clusters Score -1742509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1742508.375000 Penalty: 4778.288086
	Iteration 39Q: 3 clusters Score -1742508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1742506.125000 Penalty: 4778.288086
	Iteration 40F: 3 clusters Score -1742506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1742508.500000 Penalty: 4778.288086
	Iteration 41Q: 3 clusters Score -1742508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1742506.875000 Penalty: 4778.288086
	Iteration 42Q: 3 clusters Score -1742507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1742514.875000 Penalty: 4778.288086
	Iteration 43Q: 3 clusters Score -1742515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1742514.375000 Penalty: 4778.288086
	Iteration 44Q: 3 clusters Score -1742514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1742516.125000 Penalty: 4778.288086
	Iteration 45Q: 3 clusters Score -1742516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1742518.625000 Penalty: 4778.288086
	Iteration 46Q: 3 clusters Score -1742519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1742523.000000 Penalty: 4778.288086
	Iteration 47Q: 3 clusters Score -1742523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1742521.875000 Penalty: 4778.288086
	Iteration 48Q: 3 clusters Score -1742522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1742524.375000 Penalty: 4778.288086
	Iteration 49Q: 3 clusters Score -1742524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1742528.125000 Penalty: 4778.288086
	Iteration 50Q: 3 clusters Score -1742528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1742528.125000 Penalty: 4778.288086
	Iteration 51Q: 3 clusters Score -1742528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1742532.500000 Penalty: 4778.288086
	Iteration 52Q: 3 clusters Score -1742532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1742535.250000 Penalty: 4778.288086
	Iteration 53Q: 3 clusters Score -1742535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1742535.250000 Penalty: 4778.288086
	Iteration 54Q: 3 clusters Score -1742535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1742537.875000 Penalty: 4778.288086
	Iteration 55Q: 3 clusters Score -1742538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1742533.500000 Penalty: 4778.288086
	Iteration 56Q: 3 clusters Score -1742534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1742535.000000 Penalty: 4778.288086
	Iteration 57Q: 3 clusters Score -1742535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1742538.875000 Penalty: 4778.288086
	Iteration 58Q: 3 clusters Score -1742539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1742540.250000 Penalty: 4778.288086
	Iteration 59Q: 3 clusters Score -1742540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1742540.375000 Penalty: 4778.288086
	Iteration 60F: 3 clusters Score -1742540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1742537.500000 Penalty: 4778.288086
	Iteration 61Q: 3 clusters Score -1742538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1742543.875000 Penalty: 4778.288086
	Iteration 62Q: 3 clusters Score -1742544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1742549.375000 Penalty: 4778.288086
	Iteration 63Q: 3 clusters Score -1742549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1742553.625000 Penalty: 4778.288086
	Iteration 64Q: 3 clusters Score -1742554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1742553.375000 Penalty: 4778.288086
	Iteration 65Q: 3 clusters Score -1742553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1742552.000000 Penalty: 4778.288086
	Iteration 66Q: 3 clusters Score -1742552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1742559.125000 Penalty: 4778.288086
	Iteration 67Q: 3 clusters Score -1742559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1742564.625000 Penalty: 4778.288086
	Iteration 68Q: 3 clusters Score -1742565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1742560.750000 Penalty: 4778.288086
	Iteration 69Q: 3 clusters Score -1742561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1742564.000000 Penalty: 4778.288086
	Iteration 70Q: 3 clusters Score -1742564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1742566.625000 Penalty: 4778.288086
	Iteration 71Q: 3 clusters Score -1742567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1742565.250000 Penalty: 4778.288086
	Iteration 72Q: 3 clusters Score -1742565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1742572.000000 Penalty: 4778.288086
	Iteration 73Q: 3 clusters Score -1742572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1742572.125000 Penalty: 4778.288086
	Iteration 74Q: 3 clusters Score -1742572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1742575.625000 Penalty: 4778.288086
	Iteration 75Q: 3 clusters Score -1742576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1742578.125000 Penalty: 4778.288086
	Iteration 76Q: 3 clusters Score -1742578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1742578.500000 Penalty: 4778.288086
	Iteration 77Q: 3 clusters Score -1742578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1742581.875000 Penalty: 4778.288086
	Iteration 78Q: 3 clusters Score -1742582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1742581.625000 Penalty: 4778.288086
	Iteration 79Q: 3 clusters Score -1742582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1742584.625000 Penalty: 4778.288086
	Iteration 80F: 3 clusters Score -1742585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1742581.375000 Penalty: 4778.288086
	Iteration 81Q: 3 clusters Score -1742581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1742586.750000 Penalty: 4778.288086
	Iteration 82Q: 3 clusters Score -1742587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1742591.250000 Penalty: 4778.288086
	Iteration 83Q: 3 clusters Score -1742591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1742592.625000 Penalty: 4778.288086
	Iteration 84Q: 3 clusters Score -1742593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1742602.875000 Penalty: 4778.288086
	Iteration 85Q: 3 clusters Score -1742603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1742606.125000 Penalty: 4778.288086
	Iteration 86Q: 3 clusters Score -1742606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1742608.750000 Penalty: 4778.288086
	Iteration 87Q: 3 clusters Score -1742609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1742612.750000 Penalty: 4778.288086
	Iteration 88Q: 3 clusters Score -1742613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1742623.000000 Penalty: 4778.288086
	Iteration 89Q: 3 clusters Score -1742623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1742626.375000 Penalty: 4778.288086
	Iteration 90Q: 3 clusters Score -1742626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1742638.625000 Penalty: 4778.288086
	Iteration 91Q: 3 clusters Score -1742639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1742658.875000 Penalty: 4778.288086
	Iteration 92Q: 3 clusters Score -1742659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1742671.875000 Penalty: 4778.288086
	Iteration 93Q: 3 clusters Score -1742672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1742679.750000 Penalty: 4778.288086
	Iteration 94Q: 3 clusters Score -1742680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1742695.375000 Penalty: 4778.288086
	Iteration 95Q: 3 clusters Score -1742695 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1742714.875000 Penalty: 4778.288086
	Iteration 96Q: 3 clusters Score -1742715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1742736.750000 Penalty: 4778.288086
	Iteration 97Q: 3 clusters Score -1742737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1742758.875000 Penalty: 4778.288086
	Iteration 98Q: 3 clusters Score -1742759 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1742778.500000 Penalty: 4778.288086
	Iteration 99Q: 3 clusters Score -1742778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1742805.250000 Penalty: 4778.288086
	Iteration 100F: 3 clusters Score -1742805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1742821.875000 Penalty: 4778.288086
	Iteration 101Q: 3 clusters Score -1742822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1742850.625000 Penalty: 4778.288086
	Iteration 102Q: 3 clusters Score -1742851 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1742867.625000 Penalty: 4778.288086
	Iteration 103Q: 3 clusters Score -1742868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1742887.375000 Penalty: 4778.288086
	Iteration 104Q: 3 clusters Score -1742887 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1742915.625000 Penalty: 4778.288086
	Iteration 105Q: 3 clusters Score -1742916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1742941.125000 Penalty: 4778.288086
	Iteration 106Q: 3 clusters Score -1742941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1742970.500000 Penalty: 4778.288086
	Iteration 107Q: 3 clusters Score -1742970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1742991.375000 Penalty: 4778.288086
	Iteration 108Q: 3 clusters Score -1742991 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1743009.875000 Penalty: 4778.288086
	Iteration 109Q: 3 clusters Score -1743010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1743037.250000 Penalty: 4778.288086
	Iteration 110Q: 3 clusters Score -1743037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1743069.750000 Penalty: 4778.288086
	Iteration 111Q: 3 clusters Score -1743070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1743092.250000 Penalty: 4778.288086
	Iteration 112Q: 3 clusters Score -1743092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1743111.625000 Penalty: 4778.288086
	Iteration 113Q: 3 clusters Score -1743112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1743129.750000 Penalty: 4778.288086
	Iteration 114Q: 3 clusters Score -1743130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1743141.750000 Penalty: 4778.288086
	Iteration 115Q: 3 clusters Score -1743142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1743149.000000 Penalty: 4778.288086
	Iteration 116Q: 3 clusters Score -1743149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1743157.125000 Penalty: 4778.288086
	Iteration 117Q: 3 clusters Score -1743157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1743171.000000 Penalty: 4778.288086
	Iteration 118Q: 3 clusters Score -1743171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1743178.500000 Penalty: 4778.288086
	Iteration 119Q: 3 clusters Score -1743178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1743185.250000 Penalty: 4778.288086
	Iteration 120F: 3 clusters Score -1743185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1743194.500000 Penalty: 4778.288086
	Iteration 121Q: 3 clusters Score -1743194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1743207.000000 Penalty: 4778.288086
	Iteration 122Q: 3 clusters Score -1743207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1743216.625000 Penalty: 4778.288086
	Iteration 123Q: 3 clusters Score -1743217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1743229.000000 Penalty: 4778.288086
	Iteration 124Q: 3 clusters Score -1743229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1743239.375000 Penalty: 4778.288086
	Iteration 125Q: 3 clusters Score -1743239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1743248.500000 Penalty: 4778.288086
	Iteration 126Q: 3 clusters Score -1743248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1743257.125000 Penalty: 4778.288086
	Iteration 127Q: 3 clusters Score -1743257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1743260.000000 Penalty: 4778.288086
	Iteration 128Q: 3 clusters Score -1743260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1743269.500000 Penalty: 4778.288086
	Iteration 129Q: 3 clusters Score -1743270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1743276.625000 Penalty: 4778.288086
	Iteration 130Q: 3 clusters Score -1743277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1743285.000000 Penalty: 4778.288086
	Iteration 131Q: 3 clusters Score -1743285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1743286.250000 Penalty: 4778.288086
	Iteration 132Q: 3 clusters Score -1743286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1743292.375000 Penalty: 4778.288086
	Iteration 133Q: 3 clusters Score -1743292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1743295.875000 Penalty: 4778.288086
	Iteration 134Q: 3 clusters Score -1743296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1743299.250000 Penalty: 4778.288086
	Iteration 135Q: 3 clusters Score -1743299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1743304.250000 Penalty: 4778.288086
	Iteration 136Q: 3 clusters Score -1743304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1743319.500000 Penalty: 4778.288086
	Iteration 137Q: 3 clusters Score -1743320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1743324.875000 Penalty: 4778.288086
	Iteration 138Q: 3 clusters Score -1743325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1743328.875000 Penalty: 4778.288086
	Iteration 139Q: 3 clusters Score -1743329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1743331.500000 Penalty: 4778.288086
	Iteration 140F: 3 clusters Score -1743332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1743338.750000 Penalty: 4778.288086
	Iteration 141Q: 3 clusters Score -1743339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1743341.125000 Penalty: 4778.288086
	Iteration 142Q: 3 clusters Score -1743341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1743352.000000 Penalty: 4778.288086
	Iteration 143Q: 3 clusters Score -1743352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1743354.000000 Penalty: 4778.288086
	Iteration 144Q: 3 clusters Score -1743354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1743361.625000 Penalty: 4778.288086
	Iteration 145Q: 3 clusters Score -1743362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1743365.000000 Penalty: 4778.288086
	Iteration 146Q: 3 clusters Score -1743365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1743372.875000 Penalty: 4778.288086
	Iteration 147Q: 3 clusters Score -1743373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1743384.750000 Penalty: 4778.288086
	Iteration 148Q: 3 clusters Score -1743385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1743390.000000 Penalty: 4778.288086
	Iteration 149Q: 3 clusters Score -1743390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1743393.375000 Penalty: 4778.288086
	Iteration 150Q: 3 clusters Score -1743393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1743398.375000 Penalty: 4778.288086
	Iteration 151Q: 3 clusters Score -1743398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1743403.375000 Penalty: 4778.288086
	Iteration 152Q: 3 clusters Score -1743403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1743402.625000 Penalty: 4778.288086
	Iteration 153Q: 3 clusters Score -1743403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1743404.875000 Penalty: 4778.288086
	Iteration 154Q: 3 clusters Score -1743405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1743410.000000 Penalty: 4778.288086
	Iteration 155Q: 3 clusters Score -1743410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1743413.125000 Penalty: 4778.288086
	Iteration 156Q: 3 clusters Score -1743413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1743422.750000 Penalty: 4778.288086
	Iteration 157Q: 3 clusters Score -1743423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1743426.500000 Penalty: 4778.288086
	Iteration 158Q: 3 clusters Score -1743426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1743429.875000 Penalty: 4778.288086
	Iteration 159Q: 3 clusters Score -1743430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1743439.500000 Penalty: 4778.288086
	Iteration 160F: 3 clusters Score -1743440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1743438.625000 Penalty: 4778.288086
	Iteration 161Q: 3 clusters Score -1743439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1743440.250000 Penalty: 4778.288086
	Iteration 162Q: 3 clusters Score -1743440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1743444.375000 Penalty: 4778.288086
	Iteration 163Q: 3 clusters Score -1743444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1743444.125000 Penalty: 4778.288086
	Iteration 164Q: 3 clusters Score -1743444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1743446.875000 Penalty: 4778.288086
	Iteration 165Q: 3 clusters Score -1743447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1743449.375000 Penalty: 4778.288086
	Iteration 166Q: 3 clusters Score -1743449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1743450.750000 Penalty: 4778.288086
	Iteration 167Q: 3 clusters Score -1743451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1743452.000000 Penalty: 4778.288086
	Iteration 168Q: 3 clusters Score -1743452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1743452.500000 Penalty: 4778.288086
	Iteration 169Q: 3 clusters Score -1743452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1743454.125000 Penalty: 4778.288086
	Iteration 170Q: 3 clusters Score -1743454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1743456.375000 Penalty: 4778.288086
	Iteration 171Q: 3 clusters Score -1743456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1743454.625000 Penalty: 4778.288086
	Iteration 172Q: 3 clusters Score -1743455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1743455.625000 Penalty: 4778.288086
	Iteration 173Q: 3 clusters Score -1743456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1743454.750000 Penalty: 4778.288086
	Iteration 174Q: 3 clusters Score -1743455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1743454.375000 Penalty: 4778.288086
	Iteration 175Q: 3 clusters Score -1743454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1743455.875000 Penalty: 4778.288086
	Iteration 176Q: 3 clusters Score -1743456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1743456.750000 Penalty: 4778.288086
	Iteration 177Q: 3 clusters Score -1743457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1743456.750000 Penalty: 4778.288086
	Iteration 178Q: 3 clusters Score -1743457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1743460.250000 Penalty: 4778.288086
	Iteration 179Q: 3 clusters Score -1743460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1743470.375000 Penalty: 4778.288086
	Iteration 180F: 3 clusters Score -1743470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1743470.375000 Penalty: 4778.288086
	Iteration 181Q: 3 clusters Score -1743470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1743471.750000 Penalty: 4778.288086
	Iteration 182Q: 3 clusters Score -1743472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1743476.125000 Penalty: 4778.288086
	Iteration 183Q: 3 clusters Score -1743476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1743476.875000 Penalty: 4778.288086
	Iteration 184Q: 3 clusters Score -1743477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1743484.500000 Penalty: 4778.288086
	Iteration 185Q: 3 clusters Score -1743484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1743491.250000 Penalty: 4778.288086
	Iteration 186Q: 3 clusters Score -1743491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1743492.750000 Penalty: 4778.288086
	Iteration 187Q: 3 clusters Score -1743493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1743500.750000 Penalty: 4778.288086
	Iteration 188Q: 3 clusters Score -1743501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1743497.875000 Penalty: 4778.288086
	Iteration 189Q: 3 clusters Score -1743498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1743502.125000 Penalty: 4778.288086
	Iteration 190Q: 3 clusters Score -1743502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1743501.750000 Penalty: 4778.288086
	Iteration 191Q: 3 clusters Score -1743502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1743505.625000 Penalty: 4778.288086
	Iteration 192Q: 3 clusters Score -1743506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1743505.125000 Penalty: 4778.288086
	Iteration 193Q: 3 clusters Score -1743505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1743509.625000 Penalty: 4778.288086
	Iteration 194Q: 3 clusters Score -1743510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1743507.250000 Penalty: 4778.288086
	Iteration 195Q: 3 clusters Score -1743507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1743508.625000 Penalty: 4778.288086
	Iteration 196Q: 3 clusters Score -1743509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1743508.625000 Penalty: 4778.288086
	Iteration 197F: 3 clusters Score -1743509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Entering Unmasked Estep 
Score: -2727580.500000 Penalty: 2499.902344
	Iteration 0F: 2 clusters Score -2727580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2711003.500000 Penalty: 4999.804688
	Iteration 0F: 3 clusters Score -2711004 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2716917.750000 Penalty: 4999.804688
	Iteration 1F: 3 clusters Score -2716918 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2717417.250000 Penalty: 4999.804688
	Iteration 2F: 3 clusters Score -2717417 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2717931.750000 Penalty: 4999.804688
	Iteration 3Q: 3 clusters Score -2717932 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2718530.000000 Penalty: 4999.804688
	Iteration 4Q: 3 clusters Score -2718530 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2719255.000000 Penalty: 4999.804688
	Iteration 5Q: 3 clusters Score -2719255 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2719993.500000 Penalty: 4999.804688
	Iteration 6F: 3 clusters Score -2719994 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2720760.750000 Penalty: 4999.804688
	Iteration 7F: 3 clusters Score -2720761 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2721644.750000 Penalty: 4999.804688
	Iteration 8F: 3 clusters Score -2721645 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2722570.000000 Penalty: 4999.804688
	Iteration 9F: 3 clusters Score -2722570 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2723361.500000 Penalty: 4999.804688
	Iteration 10F: 3 clusters Score -2723362 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2723957.500000 Penalty: 4999.804688
	Iteration 11Q: 3 clusters Score -2723958 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2724394.000000 Penalty: 4999.804688
	Iteration 12Q: 3 clusters Score -2724394 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2724743.750000 Penalty: 4999.804688
	Iteration 13Q: 3 clusters Score -2724744 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2725056.000000 Penalty: 4999.804688
	Iteration 14Q: 3 clusters Score -2725056 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2725349.250000 Penalty: 4999.804688
	Iteration 15Q: 3 clusters Score -2725349 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2725583.000000 Penalty: 4999.804688
	Iteration 16Q: 3 clusters Score -2725583 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2725788.500000 Penalty: 4999.804688
	Iteration 17Q: 3 clusters Score -2725788 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2725955.750000 Penalty: 4999.804688
	Iteration 18Q: 3 clusters Score -2725956 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2726131.500000 Penalty: 4999.804688
	Iteration 19Q: 3 clusters Score -2726132 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2726310.500000 Penalty: 4999.804688
	Iteration 20F: 3 clusters Score -2726310 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2726454.750000 Penalty: 4999.804688
	Iteration 21Q: 3 clusters Score -2726455 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2726591.750000 Penalty: 4999.804688
	Iteration 22Q: 3 clusters Score -2726592 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2726715.500000 Penalty: 4999.804688
	Iteration 23Q: 3 clusters Score -2726716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2726822.500000 Penalty: 4999.804688
	Iteration 24Q: 3 clusters Score -2726822 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2726906.000000 Penalty: 4999.804688
	Iteration 25Q: 3 clusters Score -2726906 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2726996.000000 Penalty: 4999.804688
	Iteration 26Q: 3 clusters Score -2726996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2727070.500000 Penalty: 4999.804688
	Iteration 27Q: 3 clusters Score -2727070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2727115.000000 Penalty: 4999.804688
	Iteration 28Q: 3 clusters Score -2727115 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2727148.750000 Penalty: 4999.804688
	Iteration 29Q: 3 clusters Score -2727149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2727174.750000 Penalty: 4999.804688
	Iteration 30Q: 3 clusters Score -2727175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2727190.250000 Penalty: 4999.804688
	Iteration 31Q: 3 clusters Score -2727190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2727194.500000 Penalty: 4999.804688
	Iteration 32Q: 3 clusters Score -2727194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2727215.500000 Penalty: 4999.804688
	Iteration 33Q: 3 clusters Score -2727216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2727213.750000 Penalty: 4999.804688
	Iteration 34Q: 3 clusters Score -2727214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2727221.250000 Penalty: 4999.804688
	Iteration 35Q: 3 clusters Score -2727221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2727226.000000 Penalty: 4999.804688
	Iteration 36Q: 3 clusters Score -2727226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2727224.500000 Penalty: 4999.804688
	Iteration 37Q: 3 clusters Score -2727224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2727220.750000 Penalty: 4999.804688
	Iteration 38Q: 3 clusters Score -2727221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2727218.500000 Penalty: 4999.804688
	Iteration 39Q: 3 clusters Score -2727218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2727220.250000 Penalty: 4999.804688
	Iteration 40F: 3 clusters Score -2727220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2727224.250000 Penalty: 4999.804688
	Iteration 41Q: 3 clusters Score -2727224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2727224.500000 Penalty: 4999.804688
	Iteration 42Q: 3 clusters Score -2727224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2727226.000000 Penalty: 4999.804688
	Iteration 43Q: 3 clusters Score -2727226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2727228.500000 Penalty: 4999.804688
	Iteration 44Q: 3 clusters Score -2727228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2727226.500000 Penalty: 4999.804688
	Iteration 45Q: 3 clusters Score -2727226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2727224.000000 Penalty: 4999.804688
	Iteration 46Q: 3 clusters Score -2727224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2727224.500000 Penalty: 4999.804688
	Iteration 47Q: 3 clusters Score -2727224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2727226.250000 Penalty: 4999.804688
	Iteration 48Q: 3 clusters Score -2727226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2727227.750000 Penalty: 4999.804688
	Iteration 49Q: 3 clusters Score -2727228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2727224.750000 Penalty: 4999.804688
	Iteration 50Q: 3 clusters Score -2727225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2727228.500000 Penalty: 4999.804688
	Iteration 51Q: 3 clusters Score -2727228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2727228.250000 Penalty: 4999.804688
	Iteration 52Q: 3 clusters Score -2727228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2727229.750000 Penalty: 4999.804688
	Iteration 53Q: 3 clusters Score -2727230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2727229.750000 Penalty: 4999.804688
	Iteration 54F: 3 clusters Score -2727230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -726288.812500 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -726288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -720792.000000 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -720792 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -722279.750000 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -722279.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -722590.687500 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -722590.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -722837.125000 Penalty: 4350.137695
	Iteration 3F: 3 clusters Score -722837.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -723032.875000 Penalty: 4350.137695
	Iteration 4Q: 3 clusters Score -723032.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -723172.187500 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -723172.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -723281.937500 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -723281.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -723385.875000 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -723385.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -723494.750000 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -723494.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -723606.312500 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -723606.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -723708.500000 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -723708.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -723824.562500 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -723824.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -723946.125000 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -723946.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -724064.375000 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -724064.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -724199.375000 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -724199.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -724346.812500 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -724346.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -724540.750000 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -724540.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -724900.062500 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -724900.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -725616.750000 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -725616.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -726438.062500 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -726438.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -726905.312500 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -726905.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -727213.812500 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -727213.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -727395.625000 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -727395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -727407.250000 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -727407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -727409.125000 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -727409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -727410.375000 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -727410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -727411.875000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -727411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -727411.875000 Penalty: 4350.137695
	Iteration 27F: 3 clusters Score -727411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 50928 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2479 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29858 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3108 members 
Mstep: Class 72 contains 5595 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 4706 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28341 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10316 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Mstep: Class 106 contains 1735 members 
Entering Unmasked Estep 
Score: -212288720.000000 Penalty: 380867.500000
Splitting cluster 80 changes total score from -212289248.000000 to -212288720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30051.152344 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30051.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28791.509766 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28791.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28930.808594 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28930.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29027.832031 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -29027.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29194.195312 Penalty: 2871.820312
	Iteration 3F: 3 clusters Score -29194.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29325.486328 Penalty: 2871.820312
	Iteration 4F: 3 clusters Score -29325.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29462.513672 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -29462.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29591.562500 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -29591.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29668.583984 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -29668.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29757.363281 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -29757.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29810.544922 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -29810.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29859.767578 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -29859.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29960.041016 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -29960.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29960.041016 Penalty: 2871.820312
	Iteration 12F: 3 clusters Score -29960.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -2303242.000000 Penalty: 2482.626709
	Iteration 0F: 2 clusters Score -2303242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2287803.000000 Penalty: 4965.253418
	Iteration 0F: 3 clusters Score -2287803 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2293297.000000 Penalty: 4965.253418
	Iteration 1F: 3 clusters Score -2293297 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2294024.250000 Penalty: 4965.253418
	Iteration 2F: 3 clusters Score -2294024 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2294797.250000 Penalty: 4965.253418
	Iteration 3F: 3 clusters Score -2294797 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2295579.500000 Penalty: 4965.253418
	Iteration 4F: 3 clusters Score -2295580 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2296300.500000 Penalty: 4965.253418
	Iteration 5F: 3 clusters Score -2296300 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2296841.000000 Penalty: 4965.253418
	Iteration 6F: 3 clusters Score -2296841 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2297260.750000 Penalty: 4965.253418
	Iteration 7Q: 3 clusters Score -2297261 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2297562.750000 Penalty: 4965.253418
	Iteration 8Q: 3 clusters Score -2297563 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2297826.750000 Penalty: 4965.253418
	Iteration 9Q: 3 clusters Score -2297827 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2298069.250000 Penalty: 4965.253418
	Iteration 10Q: 3 clusters Score -2298069 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2298314.500000 Penalty: 4965.253418
	Iteration 11Q: 3 clusters Score -2298314 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2298567.250000 Penalty: 4965.253418
	Iteration 12Q: 3 clusters Score -2298567 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2298821.750000 Penalty: 4965.253418
	Iteration 13Q: 3 clusters Score -2298822 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2299095.500000 Penalty: 4965.253418
	Iteration 14Q: 3 clusters Score -2299096 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2299395.500000 Penalty: 4965.253418
	Iteration 15Q: 3 clusters Score -2299396 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2299682.250000 Penalty: 4965.253418
	Iteration 16Q: 3 clusters Score -2299682 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2299984.000000 Penalty: 4965.253418
	Iteration 17Q: 3 clusters Score -2299984 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2300314.250000 Penalty: 4965.253418
	Iteration 18Q: 3 clusters Score -2300314 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2300557.750000 Penalty: 4965.253418
	Iteration 19Q: 3 clusters Score -2300558 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2300748.250000 Penalty: 4965.253418
	Iteration 20F: 3 clusters Score -2300748 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2300864.500000 Penalty: 4965.253418
	Iteration 21Q: 3 clusters Score -2300864 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2300968.000000 Penalty: 4965.253418
	Iteration 22Q: 3 clusters Score -2300968 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2301057.250000 Penalty: 4965.253418
	Iteration 23Q: 3 clusters Score -2301057 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2301134.000000 Penalty: 4965.253418
	Iteration 24Q: 3 clusters Score -2301134 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2301195.000000 Penalty: 4965.253418
	Iteration 25Q: 3 clusters Score -2301195 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2301232.750000 Penalty: 4965.253418
	Iteration 26Q: 3 clusters Score -2301233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2301263.500000 Penalty: 4965.253418
	Iteration 27Q: 3 clusters Score -2301264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2301292.500000 Penalty: 4965.253418
	Iteration 28Q: 3 clusters Score -2301292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2301310.250000 Penalty: 4965.253418
	Iteration 29Q: 3 clusters Score -2301310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2301328.250000 Penalty: 4965.253418
	Iteration 30Q: 3 clusters Score -2301328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2301337.750000 Penalty: 4965.253418
	Iteration 31Q: 3 clusters Score -2301338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2301351.500000 Penalty: 4965.253418
	Iteration 32Q: 3 clusters Score -2301352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2301358.500000 Penalty: 4965.253418
	Iteration 33Q: 3 clusters Score -2301358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2301370.750000 Penalty: 4965.253418
	Iteration 34Q: 3 clusters Score -2301371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2301383.500000 Penalty: 4965.253418
	Iteration 35Q: 3 clusters Score -2301384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2301385.500000 Penalty: 4965.253418
	Iteration 36Q: 3 clusters Score -2301386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2301395.000000 Penalty: 4965.253418
	Iteration 37Q: 3 clusters Score -2301395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2301400.750000 Penalty: 4965.253418
	Iteration 38Q: 3 clusters Score -2301401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2301403.750000 Penalty: 4965.253418
	Iteration 39Q: 3 clusters Score -2301404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2301407.250000 Penalty: 4965.253418
	Iteration 40F: 3 clusters Score -2301407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2301407.500000 Penalty: 4965.253418
	Iteration 41Q: 3 clusters Score -2301408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2301417.500000 Penalty: 4965.253418
	Iteration 42Q: 3 clusters Score -2301418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2301419.250000 Penalty: 4965.253418
	Iteration 43Q: 3 clusters Score -2301419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2301423.000000 Penalty: 4965.253418
	Iteration 44Q: 3 clusters Score -2301423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2301427.250000 Penalty: 4965.253418
	Iteration 45Q: 3 clusters Score -2301427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2301433.500000 Penalty: 4965.253418
	Iteration 46Q: 3 clusters Score -2301434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2301436.250000 Penalty: 4965.253418
	Iteration 47Q: 3 clusters Score -2301436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2301432.500000 Penalty: 4965.253418
	Iteration 48Q: 3 clusters Score -2301432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2301441.000000 Penalty: 4965.253418
	Iteration 49Q: 3 clusters Score -2301441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2301439.500000 Penalty: 4965.253418
	Iteration 50Q: 3 clusters Score -2301440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2301439.500000 Penalty: 4965.253418
	Iteration 51F: 3 clusters Score -2301440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -386908.968750 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -386909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -382904.968750 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -382905 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -384125.906250 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -384125.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -384520.187500 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -384520.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -384747.531250 Penalty: 4141.344238
	Iteration 3F: 3 clusters Score -384747.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -384925.937500 Penalty: 4141.344238
	Iteration 4Q: 3 clusters Score -384925.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -385083.000000 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -385083 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -385216.937500 Penalty: 4141.344238
	Iteration 6Q: 3 clusters Score -385216.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -385343.156250 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -385343.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -385438.031250 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -385438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -385512.687500 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -385512.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -385571.312500 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -385571.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -385606.062500 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -385606.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -385631.187500 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -385631.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -385657.031250 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -385657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -385673.812500 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -385673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -385685.156250 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -385685.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -385708.343750 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -385708.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -385739.187500 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -385739.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -385777.843750 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -385777.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -385816.218750 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -385816.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -385842.312500 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -385842.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -385858.406250 Penalty: 4141.344238
	Iteration 21Q: 3 clusters Score -385858.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -385874.843750 Penalty: 4141.344238
	Iteration 22Q: 3 clusters Score -385874.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -385889.000000 Penalty: 4141.344238
	Iteration 23Q: 3 clusters Score -385889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -385902.218750 Penalty: 4141.344238
	Iteration 24Q: 3 clusters Score -385902.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -385912.812500 Penalty: 4141.344238
	Iteration 25Q: 3 clusters Score -385912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -385922.906250 Penalty: 4141.344238
	Iteration 26Q: 3 clusters Score -385922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -385932.875000 Penalty: 4141.344238
	Iteration 27Q: 3 clusters Score -385932.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -385941.843750 Penalty: 4141.344238
	Iteration 28Q: 3 clusters Score -385941.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -385951.593750 Penalty: 4141.344238
	Iteration 29Q: 3 clusters Score -385951.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -385961.125000 Penalty: 4141.344238
	Iteration 30Q: 3 clusters Score -385961.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -385973.187500 Penalty: 4141.344238
	Iteration 31Q: 3 clusters Score -385973.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -385982.562500 Penalty: 4141.344238
	Iteration 32Q: 3 clusters Score -385982.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -385995.812500 Penalty: 4141.344238
	Iteration 33Q: 3 clusters Score -385995.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -386014.312500 Penalty: 4141.344238
	Iteration 34Q: 3 clusters Score -386014.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -386035.093750 Penalty: 4141.344238
	Iteration 35Q: 3 clusters Score -386035.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -386053.000000 Penalty: 4141.344238
	Iteration 36Q: 3 clusters Score -386053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -386075.593750 Penalty: 4141.344238
	Iteration 37Q: 3 clusters Score -386075.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -386106.093750 Penalty: 4141.344238
	Iteration 38Q: 3 clusters Score -386106.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -386146.062500 Penalty: 4141.344238
	Iteration 39Q: 3 clusters Score -386146.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -386184.343750 Penalty: 4141.344238
	Iteration 40F: 3 clusters Score -386184.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -386210.781250 Penalty: 4141.344238
	Iteration 41Q: 3 clusters Score -386210.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -386240.625000 Penalty: 4141.344238
	Iteration 42Q: 3 clusters Score -386240.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -386266.250000 Penalty: 4141.344238
	Iteration 43Q: 3 clusters Score -386266.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -386294.437500 Penalty: 4141.344238
	Iteration 44Q: 3 clusters Score -386294.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -386318.312500 Penalty: 4141.344238
	Iteration 45Q: 3 clusters Score -386318.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -386336.093750 Penalty: 4141.344238
	Iteration 46Q: 3 clusters Score -386336.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -386353.968750 Penalty: 4141.344238
	Iteration 47Q: 3 clusters Score -386354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -386368.687500 Penalty: 4141.344238
	Iteration 48Q: 3 clusters Score -386368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -386382.750000 Penalty: 4141.344238
	Iteration 49Q: 3 clusters Score -386382.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -386390.250000 Penalty: 4141.344238
	Iteration 50Q: 3 clusters Score -386390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -386397.656250 Penalty: 4141.344238
	Iteration 51Q: 3 clusters Score -386397.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -386407.250000 Penalty: 4141.344238
	Iteration 52Q: 3 clusters Score -386407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -386420.125000 Penalty: 4141.344238
	Iteration 53Q: 3 clusters Score -386420.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -386433.187500 Penalty: 4141.344238
	Iteration 54Q: 3 clusters Score -386433.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -386442.625000 Penalty: 4141.344238
	Iteration 55Q: 3 clusters Score -386442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -386447.875000 Penalty: 4141.344238
	Iteration 56Q: 3 clusters Score -386447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -386452.593750 Penalty: 4141.344238
	Iteration 57Q: 3 clusters Score -386452.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -386460.062500 Penalty: 4141.344238
	Iteration 58Q: 3 clusters Score -386460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -386466.281250 Penalty: 4141.344238
	Iteration 59Q: 3 clusters Score -386466.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -386473.500000 Penalty: 4141.344238
	Iteration 60F: 3 clusters Score -386473.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -386479.500000 Penalty: 4141.344238
	Iteration 61Q: 3 clusters Score -386479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -386486.906250 Penalty: 4141.344238
	Iteration 62Q: 3 clusters Score -386486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -386498.000000 Penalty: 4141.344238
	Iteration 63Q: 3 clusters Score -386498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -386505.968750 Penalty: 4141.344238
	Iteration 64Q: 3 clusters Score -386506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -386515.500000 Penalty: 4141.344238
	Iteration 65Q: 3 clusters Score -386515.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -386525.906250 Penalty: 4141.344238
	Iteration 66Q: 3 clusters Score -386525.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -386543.812500 Penalty: 4141.344238
	Iteration 67Q: 3 clusters Score -386543.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -386563.031250 Penalty: 4141.344238
	Iteration 68Q: 3 clusters Score -386563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -386577.250000 Penalty: 4141.344238
	Iteration 69Q: 3 clusters Score -386577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -386583.875000 Penalty: 4141.344238
	Iteration 70Q: 3 clusters Score -386583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -386589.656250 Penalty: 4141.344238
	Iteration 71Q: 3 clusters Score -386589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -386595.937500 Penalty: 4141.344238
	Iteration 72Q: 3 clusters Score -386595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -386606.687500 Penalty: 4141.344238
	Iteration 73Q: 3 clusters Score -386606.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -386616.312500 Penalty: 4141.344238
	Iteration 74Q: 3 clusters Score -386616.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -386627.875000 Penalty: 4141.344238
	Iteration 75Q: 3 clusters Score -386627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -386638.062500 Penalty: 4141.344238
	Iteration 76Q: 3 clusters Score -386638.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -386644.875000 Penalty: 4141.344238
	Iteration 77Q: 3 clusters Score -386644.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -386658.062500 Penalty: 4141.344238
	Iteration 78Q: 3 clusters Score -386658.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -386673.343750 Penalty: 4141.344238
	Iteration 79Q: 3 clusters Score -386673.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -386683.281250 Penalty: 4141.344238
	Iteration 80F: 3 clusters Score -386683.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -386695.000000 Penalty: 4141.344238
	Iteration 81Q: 3 clusters Score -386695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -386702.750000 Penalty: 4141.344238
	Iteration 82Q: 3 clusters Score -386702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -386707.750000 Penalty: 4141.344238
	Iteration 83Q: 3 clusters Score -386707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -386712.093750 Penalty: 4141.344238
	Iteration 84Q: 3 clusters Score -386712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -386717.156250 Penalty: 4141.344238
	Iteration 85Q: 3 clusters Score -386717.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -386724.093750 Penalty: 4141.344238
	Iteration 86Q: 3 clusters Score -386724.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -386734.687500 Penalty: 4141.344238
	Iteration 87Q: 3 clusters Score -386734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -386747.000000 Penalty: 4141.344238
	Iteration 88Q: 3 clusters Score -386747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -386757.406250 Penalty: 4141.344238
	Iteration 89Q: 3 clusters Score -386757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -386767.750000 Penalty: 4141.344238
	Iteration 90Q: 3 clusters Score -386767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -386777.875000 Penalty: 4141.344238
	Iteration 91Q: 3 clusters Score -386777.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -386783.031250 Penalty: 4141.344238
	Iteration 92Q: 3 clusters Score -386783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -386787.562500 Penalty: 4141.344238
	Iteration 93Q: 3 clusters Score -386787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -386796.343750 Penalty: 4141.344238
	Iteration 94Q: 3 clusters Score -386796.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -386806.187500 Penalty: 4141.344238
	Iteration 95Q: 3 clusters Score -386806.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -386812.843750 Penalty: 4141.344238
	Iteration 96Q: 3 clusters Score -386812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -386819.562500 Penalty: 4141.344238
	Iteration 97Q: 3 clusters Score -386819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -386822.343750 Penalty: 4141.344238
	Iteration 98Q: 3 clusters Score -386822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -386832.343750 Penalty: 4141.344238
	Iteration 99Q: 3 clusters Score -386832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -386839.750000 Penalty: 4141.344238
	Iteration 100F: 3 clusters Score -386839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -386842.468750 Penalty: 4141.344238
	Iteration 101Q: 3 clusters Score -386842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -386846.406250 Penalty: 4141.344238
	Iteration 102Q: 3 clusters Score -386846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -386850.750000 Penalty: 4141.344238
	Iteration 103Q: 3 clusters Score -386850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -386853.250000 Penalty: 4141.344238
	Iteration 104Q: 3 clusters Score -386853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -386856.312500 Penalty: 4141.344238
	Iteration 105Q: 3 clusters Score -386856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -386857.968750 Penalty: 4141.344238
	Iteration 106Q: 3 clusters Score -386858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -386859.500000 Penalty: 4141.344238
	Iteration 107Q: 3 clusters Score -386859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -386859.500000 Penalty: 4141.344238
	Iteration 108F: 3 clusters Score -386859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (7079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Entering Unmasked Estep 
Score: -722868.500000 Penalty: 2198.492188
	Iteration 0F: 2 clusters Score -722868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -717031.312500 Penalty: 4396.984375
	Iteration 0F: 3 clusters Score -717031.3 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -718694.125000 Penalty: 4396.984375
	Iteration 1F: 3 clusters Score -718694.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -719071.125000 Penalty: 4396.984375
	Iteration 2F: 3 clusters Score -719071.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -719416.312500 Penalty: 4396.984375
	Iteration 3F: 3 clusters Score -719416.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -719745.500000 Penalty: 4396.984375
	Iteration 4F: 3 clusters Score -719745.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -720011.062500 Penalty: 4396.984375
	Iteration 5F: 3 clusters Score -720011.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -720269.750000 Penalty: 4396.984375
	Iteration 6Q: 3 clusters Score -720269.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -720475.125000 Penalty: 4396.984375
	Iteration 7Q: 3 clusters Score -720475.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -720624.312500 Penalty: 4396.984375
	Iteration 8Q: 3 clusters Score -720624.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -720728.750000 Penalty: 4396.984375
	Iteration 9Q: 3 clusters Score -720728.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -720812.312500 Penalty: 4396.984375
	Iteration 10Q: 3 clusters Score -720812.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -720875.250000 Penalty: 4396.984375
	Iteration 11Q: 3 clusters Score -720875.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -720925.562500 Penalty: 4396.984375
	Iteration 12Q: 3 clusters Score -720925.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -720969.500000 Penalty: 4396.984375
	Iteration 13Q: 3 clusters Score -720969.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -721012.500000 Penalty: 4396.984375
	Iteration 14Q: 3 clusters Score -721012.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -721043.500000 Penalty: 4396.984375
	Iteration 15Q: 3 clusters Score -721043.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -721074.875000 Penalty: 4396.984375
	Iteration 16Q: 3 clusters Score -721074.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -721097.312500 Penalty: 4396.984375
	Iteration 17Q: 3 clusters Score -721097.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -721115.250000 Penalty: 4396.984375
	Iteration 18Q: 3 clusters Score -721115.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -721129.125000 Penalty: 4396.984375
	Iteration 19Q: 3 clusters Score -721129.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -721145.875000 Penalty: 4396.984375
	Iteration 20F: 3 clusters Score -721145.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -721159.187500 Penalty: 4396.984375
	Iteration 21Q: 3 clusters Score -721159.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -721185.937500 Penalty: 4396.984375
	Iteration 22Q: 3 clusters Score -721185.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -721201.437500 Penalty: 4396.984375
	Iteration 23Q: 3 clusters Score -721201.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -721215.375000 Penalty: 4396.984375
	Iteration 24Q: 3 clusters Score -721215.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -721231.750000 Penalty: 4396.984375
	Iteration 25Q: 3 clusters Score -721231.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -721250.875000 Penalty: 4396.984375
	Iteration 26Q: 3 clusters Score -721250.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -721266.812500 Penalty: 4396.984375
	Iteration 27Q: 3 clusters Score -721266.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -721275.812500 Penalty: 4396.984375
	Iteration 28Q: 3 clusters Score -721275.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -721283.625000 Penalty: 4396.984375
	Iteration 29Q: 3 clusters Score -721283.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -721290.875000 Penalty: 4396.984375
	Iteration 30Q: 3 clusters Score -721290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -721295.625000 Penalty: 4396.984375
	Iteration 31Q: 3 clusters Score -721295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -721300.187500 Penalty: 4396.984375
	Iteration 32Q: 3 clusters Score -721300.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -721303.750000 Penalty: 4396.984375
	Iteration 33Q: 3 clusters Score -721303.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -721309.500000 Penalty: 4396.984375
	Iteration 34Q: 3 clusters Score -721309.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -721315.562500 Penalty: 4396.984375
	Iteration 35Q: 3 clusters Score -721315.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -721323.500000 Penalty: 4396.984375
	Iteration 36Q: 3 clusters Score -721323.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -721332.437500 Penalty: 4396.984375
	Iteration 37Q: 3 clusters Score -721332.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -721338.625000 Penalty: 4396.984375
	Iteration 38Q: 3 clusters Score -721338.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -721346.687500 Penalty: 4396.984375
	Iteration 39Q: 3 clusters Score -721346.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -721352.812500 Penalty: 4396.984375
	Iteration 40F: 3 clusters Score -721352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -721358.312500 Penalty: 4396.984375
	Iteration 41Q: 3 clusters Score -721358.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -721360.125000 Penalty: 4396.984375
	Iteration 42Q: 3 clusters Score -721360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -721363.312500 Penalty: 4396.984375
	Iteration 43Q: 3 clusters Score -721363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -721365.562500 Penalty: 4396.984375
	Iteration 44Q: 3 clusters Score -721365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -721365.812500 Penalty: 4396.984375
	Iteration 45Q: 3 clusters Score -721365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -721368.187500 Penalty: 4396.984375
	Iteration 46Q: 3 clusters Score -721368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -721370.125000 Penalty: 4396.984375
	Iteration 47Q: 3 clusters Score -721370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -721371.562500 Penalty: 4396.984375
	Iteration 48Q: 3 clusters Score -721371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -721370.687500 Penalty: 4396.984375
	Iteration 49Q: 3 clusters Score -721370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -721372.625000 Penalty: 4396.984375
	Iteration 50Q: 3 clusters Score -721372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -721370.750000 Penalty: 4396.984375
	Iteration 51Q: 3 clusters Score -721370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -721369.687500 Penalty: 4396.984375
	Iteration 52Q: 3 clusters Score -721369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -721371.750000 Penalty: 4396.984375
	Iteration 53Q: 3 clusters Score -721371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -721373.625000 Penalty: 4396.984375
	Iteration 54Q: 3 clusters Score -721373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -721374.000000 Penalty: 4396.984375
	Iteration 55Q: 3 clusters Score -721374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -721373.875000 Penalty: 4396.984375
	Iteration 56Q: 3 clusters Score -721373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -721374.437500 Penalty: 4396.984375
	Iteration 57Q: 3 clusters Score -721374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -721373.250000 Penalty: 4396.984375
	Iteration 58Q: 3 clusters Score -721373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -721376.750000 Penalty: 4396.984375
	Iteration 59Q: 3 clusters Score -721376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -721375.500000 Penalty: 4396.984375
	Iteration 60F: 3 clusters Score -721375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -721375.250000 Penalty: 4396.984375
	Iteration 61Q: 3 clusters Score -721375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -721375.375000 Penalty: 4396.984375
	Iteration 62Q: 3 clusters Score -721375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -721375.687500 Penalty: 4396.984375
	Iteration 63Q: 3 clusters Score -721375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -721376.937500 Penalty: 4396.984375
	Iteration 64Q: 3 clusters Score -721376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -721376.875000 Penalty: 4396.984375
	Iteration 65Q: 3 clusters Score -721376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -721378.000000 Penalty: 4396.984375
	Iteration 66Q: 3 clusters Score -721378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -721378.000000 Penalty: 4396.984375
	Iteration 67F: 3 clusters Score -721378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (28341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Entering Unmasked Estep 
Score: -2954947.250000 Penalty: 2542.511963
	Iteration 0F: 2 clusters Score -2954947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2935453.250000 Penalty: 5085.023926
	Iteration 0F: 3 clusters Score -2935453 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2942523.500000 Penalty: 5085.023926
	Iteration 1F: 3 clusters Score -2942524 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2943173.500000 Penalty: 5085.023926
	Iteration 2F: 3 clusters Score -2943174 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2943851.500000 Penalty: 5085.023926
	Iteration 3F: 3 clusters Score -2943852 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2944640.000000 Penalty: 5085.023926
	Iteration 4F: 3 clusters Score -2944640 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2945563.500000 Penalty: 5085.023926
	Iteration 5F: 3 clusters Score -2945564 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2946518.750000 Penalty: 5085.023926
	Iteration 6F: 3 clusters Score -2946519 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2947479.750000 Penalty: 5085.023926
	Iteration 7F: 3 clusters Score -2947480 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2948354.500000 Penalty: 5085.023926
	Iteration 8F: 3 clusters Score -2948354 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2949176.000000 Penalty: 5085.023926
	Iteration 9Q: 3 clusters Score -2949176 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2949830.250000 Penalty: 5085.023926
	Iteration 10Q: 3 clusters Score -2949830 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2950329.500000 Penalty: 5085.023926
	Iteration 11Q: 3 clusters Score -2950330 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2950692.750000 Penalty: 5085.023926
	Iteration 12Q: 3 clusters Score -2950693 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2950924.750000 Penalty: 5085.023926
	Iteration 13Q: 3 clusters Score -2950925 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2951116.750000 Penalty: 5085.023926
	Iteration 14Q: 3 clusters Score -2951117 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2951319.250000 Penalty: 5085.023926
	Iteration 15Q: 3 clusters Score -2951319 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2951535.250000 Penalty: 5085.023926
	Iteration 16Q: 3 clusters Score -2951535 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2951742.500000 Penalty: 5085.023926
	Iteration 17Q: 3 clusters Score -2951742 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2951895.250000 Penalty: 5085.023926
	Iteration 18Q: 3 clusters Score -2951895 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2952067.500000 Penalty: 5085.023926
	Iteration 19Q: 3 clusters Score -2952068 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2952215.250000 Penalty: 5085.023926
	Iteration 20F: 3 clusters Score -2952215 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2952324.000000 Penalty: 5085.023926
	Iteration 21Q: 3 clusters Score -2952324 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2952434.500000 Penalty: 5085.023926
	Iteration 22Q: 3 clusters Score -2952434 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2952527.750000 Penalty: 5085.023926
	Iteration 23Q: 3 clusters Score -2952528 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2952632.500000 Penalty: 5085.023926
	Iteration 24Q: 3 clusters Score -2952632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2952709.500000 Penalty: 5085.023926
	Iteration 25Q: 3 clusters Score -2952710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2952790.000000 Penalty: 5085.023926
	Iteration 26Q: 3 clusters Score -2952790 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2952848.500000 Penalty: 5085.023926
	Iteration 27Q: 3 clusters Score -2952848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2952897.750000 Penalty: 5085.023926
	Iteration 28Q: 3 clusters Score -2952898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2952944.000000 Penalty: 5085.023926
	Iteration 29Q: 3 clusters Score -2952944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2952979.250000 Penalty: 5085.023926
	Iteration 30Q: 3 clusters Score -2952979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2952994.750000 Penalty: 5085.023926
	Iteration 31Q: 3 clusters Score -2952995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2953028.750000 Penalty: 5085.023926
	Iteration 32Q: 3 clusters Score -2953029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2953048.250000 Penalty: 5085.023926
	Iteration 33Q: 3 clusters Score -2953048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2953069.750000 Penalty: 5085.023926
	Iteration 34Q: 3 clusters Score -2953070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2953081.250000 Penalty: 5085.023926
	Iteration 35Q: 3 clusters Score -2953081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2953089.250000 Penalty: 5085.023926
	Iteration 36Q: 3 clusters Score -2953089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2953103.500000 Penalty: 5085.023926
	Iteration 37Q: 3 clusters Score -2953104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -2953108.000000 Penalty: 5085.023926
	Iteration 38Q: 3 clusters Score -2953108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2953119.500000 Penalty: 5085.023926
	Iteration 39Q: 3 clusters Score -2953120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2953127.750000 Penalty: 5085.023926
	Iteration 40F: 3 clusters Score -2953128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2953133.750000 Penalty: 5085.023926
	Iteration 41Q: 3 clusters Score -2953134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2953130.000000 Penalty: 5085.023926
	Iteration 42Q: 3 clusters Score -2953130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2953133.250000 Penalty: 5085.023926
	Iteration 43Q: 3 clusters Score -2953133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2953142.750000 Penalty: 5085.023926
	Iteration 44Q: 3 clusters Score -2953143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2953139.250000 Penalty: 5085.023926
	Iteration 45Q: 3 clusters Score -2953139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2953140.750000 Penalty: 5085.023926
	Iteration 46Q: 3 clusters Score -2953141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2953139.500000 Penalty: 5085.023926
	Iteration 47Q: 3 clusters Score -2953140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2953137.000000 Penalty: 5085.023926
	Iteration 48Q: 3 clusters Score -2953137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2953134.750000 Penalty: 5085.023926
	Iteration 49Q: 3 clusters Score -2953135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2953134.500000 Penalty: 5085.023926
	Iteration 50Q: 3 clusters Score -2953134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2953136.250000 Penalty: 5085.023926
	Iteration 51Q: 3 clusters Score -2953136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2953139.750000 Penalty: 5085.023926
	Iteration 52Q: 3 clusters Score -2953140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2953136.250000 Penalty: 5085.023926
	Iteration 53Q: 3 clusters Score -2953136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2953136.750000 Penalty: 5085.023926
	Iteration 54Q: 3 clusters Score -2953137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2953138.250000 Penalty: 5085.023926
	Iteration 55Q: 3 clusters Score -2953138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2953142.000000 Penalty: 5085.023926
	Iteration 56Q: 3 clusters Score -2953142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2953145.000000 Penalty: 5085.023926
	Iteration 57Q: 3 clusters Score -2953145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2953144.000000 Penalty: 5085.023926
	Iteration 58Q: 3 clusters Score -2953144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2953143.250000 Penalty: 5085.023926
	Iteration 59Q: 3 clusters Score -2953143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2953142.250000 Penalty: 5085.023926
	Iteration 60F: 3 clusters Score -2953142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2953138.500000 Penalty: 5085.023926
	Iteration 61Q: 3 clusters Score -2953138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2953145.000000 Penalty: 5085.023926
	Iteration 62Q: 3 clusters Score -2953145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2953147.750000 Penalty: 5085.023926
	Iteration 63Q: 3 clusters Score -2953148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2953138.250000 Penalty: 5085.023926
	Iteration 64Q: 3 clusters Score -2953138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2953141.250000 Penalty: 5085.023926
	Iteration 65Q: 3 clusters Score -2953141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2953145.250000 Penalty: 5085.023926
	Iteration 66Q: 3 clusters Score -2953145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2953144.750000 Penalty: 5085.023926
	Iteration 67Q: 3 clusters Score -2953145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2953149.500000 Penalty: 5085.023926
	Iteration 68Q: 3 clusters Score -2953150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2953150.500000 Penalty: 5085.023926
	Iteration 69Q: 3 clusters Score -2953150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2953149.250000 Penalty: 5085.023926
	Iteration 70Q: 3 clusters Score -2953149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2953150.750000 Penalty: 5085.023926
	Iteration 71Q: 3 clusters Score -2953151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2953150.750000 Penalty: 5085.023926
	Iteration 72F: 3 clusters Score -2953151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -305460.031250 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -305460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -302404.531250 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -302404.5 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303030.031250 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -303030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -303197.687500 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -303197.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -303318.968750 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -303319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -303420.312500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -303420.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303503.906250 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -303503.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -303577.281250 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -303577.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -303635.312500 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -303635.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303678.031250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -303678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -303718.093750 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -303718.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303756.062500 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -303756.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -303782.843750 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -303782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303799.218750 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -303799.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -303813.187500 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -303813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -303829.781250 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -303829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -303846.906250 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -303846.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -303861.812500 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -303861.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -303883.187500 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -303883.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -303898.656250 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -303898.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -303912.656250 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -303912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -303924.000000 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -303924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -303933.281250 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -303933.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -303943.531250 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -303943.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -303954.093750 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -303954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303960.343750 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -303960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -303961.437500 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -303961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303963.218750 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -303963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303963.218750 Penalty: 3925.650391
	Iteration 27F: 3 clusters Score -303963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -900994.062500 Penalty: 2238.521729
	Iteration 0F: 2 clusters Score -900994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -894353.875000 Penalty: 4477.043457
	Iteration 0F: 3 clusters Score -894353.9 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -896271.250000 Penalty: 4477.043457
	Iteration 1F: 3 clusters Score -896271.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -896648.125000 Penalty: 4477.043457
	Iteration 2F: 3 clusters Score -896648.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -896979.500000 Penalty: 4477.043457
	Iteration 3F: 3 clusters Score -896979.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -897350.375000 Penalty: 4477.043457
	Iteration 4F: 3 clusters Score -897350.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -897793.812500 Penalty: 4477.043457
	Iteration 5F: 3 clusters Score -897793.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -898241.375000 Penalty: 4477.043457
	Iteration 6F: 3 clusters Score -898241.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -898587.375000 Penalty: 4477.043457
	Iteration 7F: 3 clusters Score -898587.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -898851.750000 Penalty: 4477.043457
	Iteration 8Q: 3 clusters Score -898851.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -899019.812500 Penalty: 4477.043457
	Iteration 9Q: 3 clusters Score -899019.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -899133.437500 Penalty: 4477.043457
	Iteration 10Q: 3 clusters Score -899133.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -899216.750000 Penalty: 4477.043457
	Iteration 11Q: 3 clusters Score -899216.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -899274.500000 Penalty: 4477.043457
	Iteration 12Q: 3 clusters Score -899274.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -899314.312500 Penalty: 4477.043457
	Iteration 13Q: 3 clusters Score -899314.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -899344.125000 Penalty: 4477.043457
	Iteration 14Q: 3 clusters Score -899344.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -899373.937500 Penalty: 4477.043457
	Iteration 15Q: 3 clusters Score -899373.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -899400.500000 Penalty: 4477.043457
	Iteration 16Q: 3 clusters Score -899400.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -899427.875000 Penalty: 4477.043457
	Iteration 17Q: 3 clusters Score -899427.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -899449.687500 Penalty: 4477.043457
	Iteration 18Q: 3 clusters Score -899449.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -899468.000000 Penalty: 4477.043457
	Iteration 19Q: 3 clusters Score -899468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -899480.812500 Penalty: 4477.043457
	Iteration 20F: 3 clusters Score -899480.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -899492.062500 Penalty: 4477.043457
	Iteration 21Q: 3 clusters Score -899492.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -899500.812500 Penalty: 4477.043457
	Iteration 22Q: 3 clusters Score -899500.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -899504.625000 Penalty: 4477.043457
	Iteration 23Q: 3 clusters Score -899504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -899506.812500 Penalty: 4477.043457
	Iteration 24Q: 3 clusters Score -899506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -899512.375000 Penalty: 4477.043457
	Iteration 25Q: 3 clusters Score -899512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -899516.375000 Penalty: 4477.043457
	Iteration 26Q: 3 clusters Score -899516.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -899522.000000 Penalty: 4477.043457
	Iteration 27Q: 3 clusters Score -899522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -899522.500000 Penalty: 4477.043457
	Iteration 28Q: 3 clusters Score -899522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -899526.625000 Penalty: 4477.043457
	Iteration 29Q: 3 clusters Score -899526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -899534.312500 Penalty: 4477.043457
	Iteration 30Q: 3 clusters Score -899534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -899535.000000 Penalty: 4477.043457
	Iteration 31Q: 3 clusters Score -899535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -899540.000000 Penalty: 4477.043457
	Iteration 32Q: 3 clusters Score -899540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -899542.625000 Penalty: 4477.043457
	Iteration 33Q: 3 clusters Score -899542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -899544.312500 Penalty: 4477.043457
	Iteration 34Q: 3 clusters Score -899544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -899545.875000 Penalty: 4477.043457
	Iteration 35Q: 3 clusters Score -899545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -899550.125000 Penalty: 4477.043457
	Iteration 36Q: 3 clusters Score -899550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -899550.062500 Penalty: 4477.043457
	Iteration 37Q: 3 clusters Score -899550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -899552.750000 Penalty: 4477.043457
	Iteration 38Q: 3 clusters Score -899552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -899552.625000 Penalty: 4477.043457
	Iteration 39Q: 3 clusters Score -899552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -899554.937500 Penalty: 4477.043457
	Iteration 40F: 3 clusters Score -899554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -899555.562500 Penalty: 4477.043457
	Iteration 41Q: 3 clusters Score -899555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -899558.437500 Penalty: 4477.043457
	Iteration 42Q: 3 clusters Score -899558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -899556.437500 Penalty: 4477.043457
	Iteration 43Q: 3 clusters Score -899556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -899556.437500 Penalty: 4477.043457
	Iteration 44Q: 3 clusters Score -899556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -899557.000000 Penalty: 4477.043457
	Iteration 45Q: 3 clusters Score -899557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -899558.250000 Penalty: 4477.043457
	Iteration 46Q: 3 clusters Score -899558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -899562.562500 Penalty: 4477.043457
	Iteration 47Q: 3 clusters Score -899562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -899560.250000 Penalty: 4477.043457
	Iteration 48Q: 3 clusters Score -899560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -899560.687500 Penalty: 4477.043457
	Iteration 49Q: 3 clusters Score -899560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -899559.687500 Penalty: 4477.043457
	Iteration 50Q: 3 clusters Score -899559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -899561.937500 Penalty: 4477.043457
	Iteration 51Q: 3 clusters Score -899561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -899560.687500 Penalty: 4477.043457
	Iteration 52Q: 3 clusters Score -899560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -899560.687500 Penalty: 4477.043457
	Iteration 53F: 3 clusters Score -899560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -812650.062500 Penalty: 2222.577881
	Iteration 0F: 2 clusters Score -812650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -806393.937500 Penalty: 4445.155762
	Iteration 0F: 3 clusters Score -806393.9 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -808287.812500 Penalty: 4445.155762
	Iteration 1F: 3 clusters Score -808287.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -808830.125000 Penalty: 4445.155762
	Iteration 2F: 3 clusters Score -808830.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -809379.250000 Penalty: 4445.155762
	Iteration 3F: 3 clusters Score -809379.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -809947.937500 Penalty: 4445.155762
	Iteration 4F: 3 clusters Score -809947.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -810411.937500 Penalty: 4445.155762
	Iteration 5F: 3 clusters Score -810411.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -810749.562500 Penalty: 4445.155762
	Iteration 6F: 3 clusters Score -810749.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -810962.687500 Penalty: 4445.155762
	Iteration 7Q: 3 clusters Score -810962.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -811099.750000 Penalty: 4445.155762
	Iteration 8Q: 3 clusters Score -811099.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -811192.875000 Penalty: 4445.155762
	Iteration 9Q: 3 clusters Score -811192.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -811275.312500 Penalty: 4445.155762
	Iteration 10Q: 3 clusters Score -811275.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -811330.750000 Penalty: 4445.155762
	Iteration 11Q: 3 clusters Score -811330.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -811365.812500 Penalty: 4445.155762
	Iteration 12Q: 3 clusters Score -811365.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -811388.812500 Penalty: 4445.155762
	Iteration 13Q: 3 clusters Score -811388.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -811409.750000 Penalty: 4445.155762
	Iteration 14Q: 3 clusters Score -811409.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -811421.375000 Penalty: 4445.155762
	Iteration 15Q: 3 clusters Score -811421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -811433.062500 Penalty: 4445.155762
	Iteration 16Q: 3 clusters Score -811433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -811436.687500 Penalty: 4445.155762
	Iteration 17Q: 3 clusters Score -811436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -811440.187500 Penalty: 4445.155762
	Iteration 18Q: 3 clusters Score -811440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -811441.875000 Penalty: 4445.155762
	Iteration 19Q: 3 clusters Score -811441.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -811443.875000 Penalty: 4445.155762
	Iteration 20F: 3 clusters Score -811443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -811449.500000 Penalty: 4445.155762
	Iteration 21Q: 3 clusters Score -811449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -811451.375000 Penalty: 4445.155762
	Iteration 22Q: 3 clusters Score -811451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -811452.812500 Penalty: 4445.155762
	Iteration 23Q: 3 clusters Score -811452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -811454.625000 Penalty: 4445.155762
	Iteration 24Q: 3 clusters Score -811454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -811455.625000 Penalty: 4445.155762
	Iteration 25Q: 3 clusters Score -811455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -811455.625000 Penalty: 4445.155762
	Iteration 26F: 3 clusters Score -811455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (7547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Entering Unmasked Estep 
Score: -772203.437500 Penalty: 2214.368652
	Iteration 0F: 2 clusters Score -772203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -766168.250000 Penalty: 4428.737305
	Iteration 0F: 3 clusters Score -766168.2 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -767959.625000 Penalty: 4428.737305
	Iteration 1F: 3 clusters Score -767959.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -768444.000000 Penalty: 4428.737305
	Iteration 2F: 3 clusters Score -768444 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -768874.187500 Penalty: 4428.737305
	Iteration 3F: 3 clusters Score -768874.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -769249.625000 Penalty: 4428.737305
	Iteration 4F: 3 clusters Score -769249.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -769545.437500 Penalty: 4428.737305
	Iteration 5F: 3 clusters Score -769545.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -769740.687500 Penalty: 4428.737305
	Iteration 6Q: 3 clusters Score -769740.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -769902.687500 Penalty: 4428.737305
	Iteration 7Q: 3 clusters Score -769902.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -770003.437500 Penalty: 4428.737305
	Iteration 8Q: 3 clusters Score -770003.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -770068.687500 Penalty: 4428.737305
	Iteration 9Q: 3 clusters Score -770068.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -770117.937500 Penalty: 4428.737305
	Iteration 10Q: 3 clusters Score -770117.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -770147.625000 Penalty: 4428.737305
	Iteration 11Q: 3 clusters Score -770147.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -770172.562500 Penalty: 4428.737305
	Iteration 12Q: 3 clusters Score -770172.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -770200.687500 Penalty: 4428.737305
	Iteration 13Q: 3 clusters Score -770200.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -770231.125000 Penalty: 4428.737305
	Iteration 14Q: 3 clusters Score -770231.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -770251.000000 Penalty: 4428.737305
	Iteration 15Q: 3 clusters Score -770251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -770265.812500 Penalty: 4428.737305
	Iteration 16Q: 3 clusters Score -770265.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -770275.937500 Penalty: 4428.737305
	Iteration 17Q: 3 clusters Score -770275.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -770288.375000 Penalty: 4428.737305
	Iteration 18Q: 3 clusters Score -770288.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -770297.375000 Penalty: 4428.737305
	Iteration 19Q: 3 clusters Score -770297.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -770303.937500 Penalty: 4428.737305
	Iteration 20F: 3 clusters Score -770303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -770309.125000 Penalty: 4428.737305
	Iteration 21Q: 3 clusters Score -770309.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -770314.000000 Penalty: 4428.737305
	Iteration 22Q: 3 clusters Score -770314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -770319.187500 Penalty: 4428.737305
	Iteration 23Q: 3 clusters Score -770319.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -770324.000000 Penalty: 4428.737305
	Iteration 24Q: 3 clusters Score -770324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -770327.312500 Penalty: 4428.737305
	Iteration 25Q: 3 clusters Score -770327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -770327.250000 Penalty: 4428.737305
	Iteration 26Q: 3 clusters Score -770327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -770326.687500 Penalty: 4428.737305
	Iteration 27Q: 3 clusters Score -770326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -770329.687500 Penalty: 4428.737305
	Iteration 28Q: 3 clusters Score -770329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -770331.562500 Penalty: 4428.737305
	Iteration 29Q: 3 clusters Score -770331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -770331.250000 Penalty: 4428.737305
	Iteration 30Q: 3 clusters Score -770331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -770330.625000 Penalty: 4428.737305
	Iteration 31Q: 3 clusters Score -770330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -770333.937500 Penalty: 4428.737305
	Iteration 32Q: 3 clusters Score -770333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -770334.375000 Penalty: 4428.737305
	Iteration 33Q: 3 clusters Score -770334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -770334.937500 Penalty: 4428.737305
	Iteration 34Q: 3 clusters Score -770334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -770340.312500 Penalty: 4428.737305
	Iteration 35Q: 3 clusters Score -770340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -770339.062500 Penalty: 4428.737305
	Iteration 36Q: 3 clusters Score -770339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -770339.500000 Penalty: 4428.737305
	Iteration 37Q: 3 clusters Score -770339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -770342.437500 Penalty: 4428.737305
	Iteration 38Q: 3 clusters Score -770342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -770342.125000 Penalty: 4428.737305
	Iteration 39Q: 3 clusters Score -770342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -770343.125000 Penalty: 4428.737305
	Iteration 40F: 3 clusters Score -770343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -770344.750000 Penalty: 4428.737305
	Iteration 41Q: 3 clusters Score -770344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -770348.125000 Penalty: 4428.737305
	Iteration 42Q: 3 clusters Score -770348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -770352.625000 Penalty: 4428.737305
	Iteration 43Q: 3 clusters Score -770352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -770353.875000 Penalty: 4428.737305
	Iteration 44Q: 3 clusters Score -770353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -770357.937500 Penalty: 4428.737305
	Iteration 45Q: 3 clusters Score -770357.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -770362.062500 Penalty: 4428.737305
	Iteration 46Q: 3 clusters Score -770362.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -770368.062500 Penalty: 4428.737305
	Iteration 47Q: 3 clusters Score -770368.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -770374.875000 Penalty: 4428.737305
	Iteration 48Q: 3 clusters Score -770374.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -770380.437500 Penalty: 4428.737305
	Iteration 49Q: 3 clusters Score -770380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -770385.625000 Penalty: 4428.737305
	Iteration 50Q: 3 clusters Score -770385.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -770389.625000 Penalty: 4428.737305
	Iteration 51Q: 3 clusters Score -770389.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -770393.750000 Penalty: 4428.737305
	Iteration 52Q: 3 clusters Score -770393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -770398.000000 Penalty: 4428.737305
	Iteration 53Q: 3 clusters Score -770398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -770398.812500 Penalty: 4428.737305
	Iteration 54Q: 3 clusters Score -770398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -770402.062500 Penalty: 4428.737305
	Iteration 55Q: 3 clusters Score -770402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -770404.937500 Penalty: 4428.737305
	Iteration 56Q: 3 clusters Score -770404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -770405.562500 Penalty: 4428.737305
	Iteration 57Q: 3 clusters Score -770405.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -770406.125000 Penalty: 4428.737305
	Iteration 58Q: 3 clusters Score -770406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -770405.875000 Penalty: 4428.737305
	Iteration 59Q: 3 clusters Score -770405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -770407.750000 Penalty: 4428.737305
	Iteration 60F: 3 clusters Score -770407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -474974.093750 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -474974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -470622.593750 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -470622.6 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -471864.812500 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -471864.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -472218.500000 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -472218.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -472528.062500 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -472528.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -472809.968750 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -472810 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -473049.187500 Penalty: 4207.165039
	Iteration 5F: 3 clusters Score -473049.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -473252.062500 Penalty: 4207.165039
	Iteration 6Q: 3 clusters Score -473252.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -473414.437500 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -473414.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -473547.125000 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -473547.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -473635.375000 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -473635.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -473716.312500 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -473716.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -473775.812500 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -473775.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -473819.218750 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -473819.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -473842.281250 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -473842.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -473851.593750 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -473851.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -473861.750000 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -473861.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -473870.781250 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -473870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -473878.062500 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -473878.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -473886.437500 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -473886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -473892.375000 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -473892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -473896.281250 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -473896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -473901.125000 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -473901.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -473906.218750 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -473906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -473909.250000 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -473909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -473909.625000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -473909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -473910.000000 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -473910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -473910.000000 Penalty: 4207.165039
	Iteration 26F: 3 clusters Score -473910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -738297.062500 Penalty: 2208.348145
	Iteration 0F: 2 clusters Score -738297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -732335.187500 Penalty: 4416.696289
	Iteration 0F: 3 clusters Score -732335.2 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -734226.375000 Penalty: 4416.696289
	Iteration 1F: 3 clusters Score -734226.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -734823.687500 Penalty: 4416.696289
	Iteration 2F: 3 clusters Score -734823.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -735333.750000 Penalty: 4416.696289
	Iteration 3F: 3 clusters Score -735333.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -735728.375000 Penalty: 4416.696289
	Iteration 4F: 3 clusters Score -735728.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -735967.625000 Penalty: 4416.696289
	Iteration 5F: 3 clusters Score -735967.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -736152.625000 Penalty: 4416.696289
	Iteration 6Q: 3 clusters Score -736152.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -736285.562500 Penalty: 4416.696289
	Iteration 7Q: 3 clusters Score -736285.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -736370.062500 Penalty: 4416.696289
	Iteration 8Q: 3 clusters Score -736370.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -736437.062500 Penalty: 4416.696289
	Iteration 9Q: 3 clusters Score -736437.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -736480.000000 Penalty: 4416.696289
	Iteration 10Q: 3 clusters Score -736480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -736519.750000 Penalty: 4416.696289
	Iteration 11Q: 3 clusters Score -736519.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -736543.125000 Penalty: 4416.696289
	Iteration 12Q: 3 clusters Score -736543.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -736560.125000 Penalty: 4416.696289
	Iteration 13Q: 3 clusters Score -736560.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -736567.437500 Penalty: 4416.696289
	Iteration 14Q: 3 clusters Score -736567.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -736571.687500 Penalty: 4416.696289
	Iteration 15Q: 3 clusters Score -736571.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -736576.812500 Penalty: 4416.696289
	Iteration 16Q: 3 clusters Score -736576.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -736581.437500 Penalty: 4416.696289
	Iteration 17Q: 3 clusters Score -736581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -736591.187500 Penalty: 4416.696289
	Iteration 18Q: 3 clusters Score -736591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -736597.875000 Penalty: 4416.696289
	Iteration 19Q: 3 clusters Score -736597.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -736603.437500 Penalty: 4416.696289
	Iteration 20F: 3 clusters Score -736603.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -736610.875000 Penalty: 4416.696289
	Iteration 21Q: 3 clusters Score -736610.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -736619.812500 Penalty: 4416.696289
	Iteration 22Q: 3 clusters Score -736619.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -736625.687500 Penalty: 4416.696289
	Iteration 23Q: 3 clusters Score -736625.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -736627.875000 Penalty: 4416.696289
	Iteration 24Q: 3 clusters Score -736627.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -736635.562500 Penalty: 4416.696289
	Iteration 25Q: 3 clusters Score -736635.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -736644.562500 Penalty: 4416.696289
	Iteration 26Q: 3 clusters Score -736644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -736648.437500 Penalty: 4416.696289
	Iteration 27Q: 3 clusters Score -736648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -736650.500000 Penalty: 4416.696289
	Iteration 28Q: 3 clusters Score -736650.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -736651.000000 Penalty: 4416.696289
	Iteration 29Q: 3 clusters Score -736651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -736654.687500 Penalty: 4416.696289
	Iteration 30Q: 3 clusters Score -736654.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -736653.000000 Penalty: 4416.696289
	Iteration 31Q: 3 clusters Score -736653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -736654.500000 Penalty: 4416.696289
	Iteration 32Q: 3 clusters Score -736654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -736657.187500 Penalty: 4416.696289
	Iteration 33Q: 3 clusters Score -736657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -736657.062500 Penalty: 4416.696289
	Iteration 34Q: 3 clusters Score -736657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -736656.312500 Penalty: 4416.696289
	Iteration 35Q: 3 clusters Score -736656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -736658.562500 Penalty: 4416.696289
	Iteration 36Q: 3 clusters Score -736658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -736658.000000 Penalty: 4416.696289
	Iteration 37Q: 3 clusters Score -736658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -736657.312500 Penalty: 4416.696289
	Iteration 38Q: 3 clusters Score -736657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -736657.125000 Penalty: 4416.696289
	Iteration 39Q: 3 clusters Score -736657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -736657.125000 Penalty: 4416.696289
	Iteration 40F: 3 clusters Score -736657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (3765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Entering Unmasked Estep 
Score: -379223.843750 Penalty: 2041.908813
	Iteration 0F: 2 clusters Score -379223.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -375505.250000 Penalty: 4083.817627
	Iteration 0F: 3 clusters Score -375505.2 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -376475.093750 Penalty: 4083.817627
	Iteration 1F: 3 clusters Score -376475.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -376834.312500 Penalty: 4083.817627
	Iteration 2F: 3 clusters Score -376834.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377195.687500 Penalty: 4083.817627
	Iteration 3F: 3 clusters Score -377195.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -377463.843750 Penalty: 4083.817627
	Iteration 4F: 3 clusters Score -377463.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -377606.812500 Penalty: 4083.817627
	Iteration 5Q: 3 clusters Score -377606.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -377727.156250 Penalty: 4083.817627
	Iteration 6Q: 3 clusters Score -377727.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -377810.562500 Penalty: 4083.817627
	Iteration 7Q: 3 clusters Score -377810.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -377877.343750 Penalty: 4083.817627
	Iteration 8Q: 3 clusters Score -377877.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -377926.687500 Penalty: 4083.817627
	Iteration 9Q: 3 clusters Score -377926.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -377964.187500 Penalty: 4083.817627
	Iteration 10Q: 3 clusters Score -377964.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -377999.843750 Penalty: 4083.817627
	Iteration 11Q: 3 clusters Score -377999.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -378026.625000 Penalty: 4083.817627
	Iteration 12Q: 3 clusters Score -378026.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -378048.906250 Penalty: 4083.817627
	Iteration 13Q: 3 clusters Score -378048.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -378064.937500 Penalty: 4083.817627
	Iteration 14Q: 3 clusters Score -378064.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378084.062500 Penalty: 4083.817627
	Iteration 15Q: 3 clusters Score -378084.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378102.593750 Penalty: 4083.817627
	Iteration 16Q: 3 clusters Score -378102.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -378114.250000 Penalty: 4083.817627
	Iteration 17Q: 3 clusters Score -378114.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -378126.218750 Penalty: 4083.817627
	Iteration 18Q: 3 clusters Score -378126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -378135.875000 Penalty: 4083.817627
	Iteration 19Q: 3 clusters Score -378135.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -378145.718750 Penalty: 4083.817627
	Iteration 20F: 3 clusters Score -378145.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -378155.625000 Penalty: 4083.817627
	Iteration 21Q: 3 clusters Score -378155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -378161.125000 Penalty: 4083.817627
	Iteration 22Q: 3 clusters Score -378161.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -378164.375000 Penalty: 4083.817627
	Iteration 23Q: 3 clusters Score -378164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -378168.000000 Penalty: 4083.817627
	Iteration 24Q: 3 clusters Score -378168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -378169.375000 Penalty: 4083.817627
	Iteration 25Q: 3 clusters Score -378169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -378170.531250 Penalty: 4083.817627
	Iteration 26Q: 3 clusters Score -378170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -378172.812500 Penalty: 4083.817627
	Iteration 27Q: 3 clusters Score -378172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -378174.750000 Penalty: 4083.817627
	Iteration 28Q: 3 clusters Score -378174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -378176.187500 Penalty: 4083.817627
	Iteration 29Q: 3 clusters Score -378176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -378176.625000 Penalty: 4083.817627
	Iteration 30Q: 3 clusters Score -378176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378178.718750 Penalty: 4083.817627
	Iteration 31Q: 3 clusters Score -378178.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -378181.687500 Penalty: 4083.817627
	Iteration 32Q: 3 clusters Score -378181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -378185.343750 Penalty: 4083.817627
	Iteration 33Q: 3 clusters Score -378185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -378187.562500 Penalty: 4083.817627
	Iteration 34Q: 3 clusters Score -378187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -378188.281250 Penalty: 4083.817627
	Iteration 35Q: 3 clusters Score -378188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -378189.375000 Penalty: 4083.817627
	Iteration 36Q: 3 clusters Score -378189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -378189.125000 Penalty: 4083.817627
	Iteration 37Q: 3 clusters Score -378189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -378189.125000 Penalty: 4083.817627
	Iteration 38F: 3 clusters Score -378189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (8657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Entering Unmasked Estep 
Score: -790674.312500 Penalty: 2248.398682
	Iteration 0F: 2 clusters Score -790674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -783878.437500 Penalty: 4496.797363
	Iteration 0F: 3 clusters Score -783878.4 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -786145.500000 Penalty: 4496.797363
	Iteration 1F: 3 clusters Score -786145.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -786756.000000 Penalty: 4496.797363
	Iteration 2F: 3 clusters Score -786756 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -787290.500000 Penalty: 4496.797363
	Iteration 3F: 3 clusters Score -787290.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -787720.937500 Penalty: 4496.797363
	Iteration 4F: 3 clusters Score -787720.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -787993.375000 Penalty: 4496.797363
	Iteration 5F: 3 clusters Score -787993.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -788187.375000 Penalty: 4496.797363
	Iteration 6Q: 3 clusters Score -788187.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -788316.500000 Penalty: 4496.797363
	Iteration 7Q: 3 clusters Score -788316.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -788411.625000 Penalty: 4496.797363
	Iteration 8Q: 3 clusters Score -788411.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -788480.375000 Penalty: 4496.797363
	Iteration 9Q: 3 clusters Score -788480.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -788537.875000 Penalty: 4496.797363
	Iteration 10Q: 3 clusters Score -788537.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -788574.437500 Penalty: 4496.797363
	Iteration 11Q: 3 clusters Score -788574.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -788601.875000 Penalty: 4496.797363
	Iteration 12Q: 3 clusters Score -788601.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -788632.062500 Penalty: 4496.797363
	Iteration 13Q: 3 clusters Score -788632.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -788666.937500 Penalty: 4496.797363
	Iteration 14Q: 3 clusters Score -788666.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -788698.000000 Penalty: 4496.797363
	Iteration 15Q: 3 clusters Score -788698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -788730.375000 Penalty: 4496.797363
	Iteration 16Q: 3 clusters Score -788730.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -788756.437500 Penalty: 4496.797363
	Iteration 17Q: 3 clusters Score -788756.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -788779.750000 Penalty: 4496.797363
	Iteration 18Q: 3 clusters Score -788779.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -788804.000000 Penalty: 4496.797363
	Iteration 19Q: 3 clusters Score -788804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -788828.250000 Penalty: 4496.797363
	Iteration 20F: 3 clusters Score -788828.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -788841.750000 Penalty: 4496.797363
	Iteration 21Q: 3 clusters Score -788841.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -788854.687500 Penalty: 4496.797363
	Iteration 22Q: 3 clusters Score -788854.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -788868.687500 Penalty: 4496.797363
	Iteration 23Q: 3 clusters Score -788868.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -788882.250000 Penalty: 4496.797363
	Iteration 24Q: 3 clusters Score -788882.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -788885.562500 Penalty: 4496.797363
	Iteration 25Q: 3 clusters Score -788885.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -788895.562500 Penalty: 4496.797363
	Iteration 26Q: 3 clusters Score -788895.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -788899.312500 Penalty: 4496.797363
	Iteration 27Q: 3 clusters Score -788899.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -788906.125000 Penalty: 4496.797363
	Iteration 28Q: 3 clusters Score -788906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -788909.437500 Penalty: 4496.797363
	Iteration 29Q: 3 clusters Score -788909.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -788917.625000 Penalty: 4496.797363
	Iteration 30Q: 3 clusters Score -788917.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -788922.000000 Penalty: 4496.797363
	Iteration 31Q: 3 clusters Score -788922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -788933.562500 Penalty: 4496.797363
	Iteration 32Q: 3 clusters Score -788933.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -788940.375000 Penalty: 4496.797363
	Iteration 33Q: 3 clusters Score -788940.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -788944.687500 Penalty: 4496.797363
	Iteration 34Q: 3 clusters Score -788944.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -788948.125000 Penalty: 4496.797363
	Iteration 35Q: 3 clusters Score -788948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -788947.750000 Penalty: 4496.797363
	Iteration 36Q: 3 clusters Score -788947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -788948.187500 Penalty: 4496.797363
	Iteration 37Q: 3 clusters Score -788948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -788952.125000 Penalty: 4496.797363
	Iteration 38Q: 3 clusters Score -788952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -788952.562500 Penalty: 4496.797363
	Iteration 39Q: 3 clusters Score -788952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -788952.562500 Penalty: 4496.797363
	Iteration 40F: 3 clusters Score -788952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -530923.000000 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -530923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -526467.312500 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -526467.3 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -527635.000000 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -527635 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -527936.625000 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -527936.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -528236.312500 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -528236.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -528545.437500 Penalty: 4220.443848
	Iteration 4F: 3 clusters Score -528545.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -528863.375000 Penalty: 4220.443848
	Iteration 5F: 3 clusters Score -528863.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -529072.375000 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -529072.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -529254.937500 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -529254.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -529406.750000 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -529406.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -529536.625000 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -529536.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -529642.500000 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -529642.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -529709.562500 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -529709.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -529755.250000 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -529755.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -529781.375000 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -529781.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -529809.187500 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -529809.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -529828.812500 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -529828.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -529843.250000 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -529843.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -529855.687500 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -529855.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -529861.437500 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -529861.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -529866.187500 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -529866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -529868.500000 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -529868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529869.375000 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -529869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -529872.875000 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -529872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -529876.750000 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -529876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -529878.562500 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -529878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -529879.937500 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -529879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -529882.750000 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -529882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -529888.125000 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -529888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -529891.187500 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -529891.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -529896.312500 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -529896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -529899.375000 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -529899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -529901.187500 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -529901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -529903.500000 Penalty: 4220.443848
	Iteration 32Q: 3 clusters Score -529903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -529906.125000 Penalty: 4220.443848
	Iteration 33Q: 3 clusters Score -529906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -529907.687500 Penalty: 4220.443848
	Iteration 34Q: 3 clusters Score -529907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -529908.937500 Penalty: 4220.443848
	Iteration 35Q: 3 clusters Score -529908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -529909.062500 Penalty: 4220.443848
	Iteration 36Q: 3 clusters Score -529909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -529910.125000 Penalty: 4220.443848
	Iteration 37Q: 3 clusters Score -529910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -529910.250000 Penalty: 4220.443848
	Iteration 38Q: 3 clusters Score -529910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -529910.562500 Penalty: 4220.443848
	Iteration 39Q: 3 clusters Score -529910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -529910.562500 Penalty: 4220.443848
	Iteration 40F: 3 clusters Score -529910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -488887.718750 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -488887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -484663.593750 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -484663.6 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -485764.593750 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -485764.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -486206.218750 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -486206.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -486658.812500 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -486658.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -486987.593750 Penalty: 4172.819824
	Iteration 4F: 3 clusters Score -486987.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -487258.156250 Penalty: 4172.819824
	Iteration 5F: 3 clusters Score -487258.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -487500.218750 Penalty: 4172.819824
	Iteration 6F: 3 clusters Score -487500.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -487655.562500 Penalty: 4172.819824
	Iteration 7Q: 3 clusters Score -487655.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -487736.281250 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -487736.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -487785.562500 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -487785.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -487826.218750 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -487826.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -487856.937500 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -487856.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -487883.625000 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -487883.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -487907.500000 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -487907.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -487926.218750 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -487926.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -487942.468750 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -487942.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -487956.125000 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -487956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -487966.281250 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -487966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -487975.375000 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -487975.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -487983.750000 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -487983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -487987.437500 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -487987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -487988.218750 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -487988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -487990.093750 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -487990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -487992.437500 Penalty: 4172.819824
	Iteration 23Q: 3 clusters Score -487992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -487995.656250 Penalty: 4172.819824
	Iteration 24Q: 3 clusters Score -487995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -487997.156250 Penalty: 4172.819824
	Iteration 25Q: 3 clusters Score -487997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -487996.937500 Penalty: 4172.819824
	Iteration 26Q: 3 clusters Score -487996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -487996.937500 Penalty: 4172.819824
	Iteration 27F: 3 clusters Score -487996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1192129.750000 Penalty: 2291.879883
	Iteration 0F: 2 clusters Score -1192130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1184245.500000 Penalty: 4583.759766
	Iteration 0F: 3 clusters Score -1184246 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1186604.000000 Penalty: 4583.759766
	Iteration 1F: 3 clusters Score -1186604 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1186856.375000 Penalty: 4583.759766
	Iteration 2F: 3 clusters Score -1186856 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1187025.500000 Penalty: 4583.759766
	Iteration 3Q: 3 clusters Score -1187026 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1187158.875000 Penalty: 4583.759766
	Iteration 4Q: 3 clusters Score -1187159 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1187250.750000 Penalty: 4583.759766
	Iteration 5Q: 3 clusters Score -1187251 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1187324.125000 Penalty: 4583.759766
	Iteration 6Q: 3 clusters Score -1187324 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1187399.375000 Penalty: 4583.759766
	Iteration 7Q: 3 clusters Score -1187399 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1187479.125000 Penalty: 4583.759766
	Iteration 8Q: 3 clusters Score -1187479 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1187553.875000 Penalty: 4583.759766
	Iteration 9Q: 3 clusters Score -1187554 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1187629.875000 Penalty: 4583.759766
	Iteration 10Q: 3 clusters Score -1187630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1187696.000000 Penalty: 4583.759766
	Iteration 11Q: 3 clusters Score -1187696 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1187776.250000 Penalty: 4583.759766
	Iteration 12Q: 3 clusters Score -1187776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1187885.250000 Penalty: 4583.759766
	Iteration 13Q: 3 clusters Score -1187885 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1187980.625000 Penalty: 4583.759766
	Iteration 14Q: 3 clusters Score -1187981 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1188082.375000 Penalty: 4583.759766
	Iteration 15Q: 3 clusters Score -1188082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1188196.375000 Penalty: 4583.759766
	Iteration 16Q: 3 clusters Score -1188196 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1188336.875000 Penalty: 4583.759766
	Iteration 17Q: 3 clusters Score -1188337 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1188502.000000 Penalty: 4583.759766
	Iteration 18Q: 3 clusters Score -1188502 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1188683.250000 Penalty: 4583.759766
	Iteration 19Q: 3 clusters Score -1188683 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1188859.375000 Penalty: 4583.759766
	Iteration 20F: 3 clusters Score -1188859 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1189033.375000 Penalty: 4583.759766
	Iteration 21Q: 3 clusters Score -1189033 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1189205.750000 Penalty: 4583.759766
	Iteration 22Q: 3 clusters Score -1189206 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1189359.375000 Penalty: 4583.759766
	Iteration 23Q: 3 clusters Score -1189359 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1189493.375000 Penalty: 4583.759766
	Iteration 24Q: 3 clusters Score -1189493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1189596.375000 Penalty: 4583.759766
	Iteration 25Q: 3 clusters Score -1189596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1189672.000000 Penalty: 4583.759766
	Iteration 26Q: 3 clusters Score -1189672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1189733.625000 Penalty: 4583.759766
	Iteration 27Q: 3 clusters Score -1189734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1189786.500000 Penalty: 4583.759766
	Iteration 28Q: 3 clusters Score -1189786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1189831.875000 Penalty: 4583.759766
	Iteration 29Q: 3 clusters Score -1189832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1189874.125000 Penalty: 4583.759766
	Iteration 30Q: 3 clusters Score -1189874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1189906.000000 Penalty: 4583.759766
	Iteration 31Q: 3 clusters Score -1189906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1189930.375000 Penalty: 4583.759766
	Iteration 32Q: 3 clusters Score -1189930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1189952.000000 Penalty: 4583.759766
	Iteration 33Q: 3 clusters Score -1189952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1189978.250000 Penalty: 4583.759766
	Iteration 34Q: 3 clusters Score -1189978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1189998.375000 Penalty: 4583.759766
	Iteration 35Q: 3 clusters Score -1189998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1190015.375000 Penalty: 4583.759766
	Iteration 36Q: 3 clusters Score -1190015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1190022.625000 Penalty: 4583.759766
	Iteration 37Q: 3 clusters Score -1190023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1190030.000000 Penalty: 4583.759766
	Iteration 38Q: 3 clusters Score -1190030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1190033.375000 Penalty: 4583.759766
	Iteration 39Q: 3 clusters Score -1190033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1190042.875000 Penalty: 4583.759766
	Iteration 40F: 3 clusters Score -1190043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1190054.750000 Penalty: 4583.759766
	Iteration 41Q: 3 clusters Score -1190055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1190061.625000 Penalty: 4583.759766
	Iteration 42Q: 3 clusters Score -1190062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1190068.625000 Penalty: 4583.759766
	Iteration 43Q: 3 clusters Score -1190069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1190075.125000 Penalty: 4583.759766
	Iteration 44Q: 3 clusters Score -1190075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1190084.875000 Penalty: 4583.759766
	Iteration 45Q: 3 clusters Score -1190085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1190091.375000 Penalty: 4583.759766
	Iteration 46Q: 3 clusters Score -1190091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1190097.000000 Penalty: 4583.759766
	Iteration 47Q: 3 clusters Score -1190097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1190100.500000 Penalty: 4583.759766
	Iteration 48Q: 3 clusters Score -1190100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1190104.625000 Penalty: 4583.759766
	Iteration 49Q: 3 clusters Score -1190105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1190113.500000 Penalty: 4583.759766
	Iteration 50Q: 3 clusters Score -1190114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1190118.750000 Penalty: 4583.759766
	Iteration 51Q: 3 clusters Score -1190119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1190122.875000 Penalty: 4583.759766
	Iteration 52Q: 3 clusters Score -1190123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1190130.125000 Penalty: 4583.759766
	Iteration 53Q: 3 clusters Score -1190130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1190133.625000 Penalty: 4583.759766
	Iteration 54Q: 3 clusters Score -1190134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1190136.250000 Penalty: 4583.759766
	Iteration 55Q: 3 clusters Score -1190136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1190138.375000 Penalty: 4583.759766
	Iteration 56Q: 3 clusters Score -1190138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1190139.625000 Penalty: 4583.759766
	Iteration 57Q: 3 clusters Score -1190140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1190144.875000 Penalty: 4583.759766
	Iteration 58Q: 3 clusters Score -1190145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1190146.500000 Penalty: 4583.759766
	Iteration 59Q: 3 clusters Score -1190146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1190146.500000 Penalty: 4583.759766
	Iteration 60F: 3 clusters Score -1190146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -644329.187500 Penalty: 2137.921631
	Iteration 0F: 2 clusters Score -644329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -639475.312500 Penalty: 4275.843262
	Iteration 0F: 3 clusters Score -639475.3 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -640663.125000 Penalty: 4275.843262
	Iteration 1F: 3 clusters Score -640663.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -640910.562500 Penalty: 4275.843262
	Iteration 2F: 3 clusters Score -640910.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -641098.562500 Penalty: 4275.843262
	Iteration 3F: 3 clusters Score -641098.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -641227.937500 Penalty: 4275.843262
	Iteration 4Q: 3 clusters Score -641227.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -641325.562500 Penalty: 4275.843262
	Iteration 5Q: 3 clusters Score -641325.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -641402.000000 Penalty: 4275.843262
	Iteration 6Q: 3 clusters Score -641402 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -641471.937500 Penalty: 4275.843262
	Iteration 7Q: 3 clusters Score -641471.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -641517.437500 Penalty: 4275.843262
	Iteration 8Q: 3 clusters Score -641517.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -641558.500000 Penalty: 4275.843262
	Iteration 9Q: 3 clusters Score -641558.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -641597.500000 Penalty: 4275.843262
	Iteration 10Q: 3 clusters Score -641597.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -641629.375000 Penalty: 4275.843262
	Iteration 11Q: 3 clusters Score -641629.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -641653.875000 Penalty: 4275.843262
	Iteration 12Q: 3 clusters Score -641653.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -641679.812500 Penalty: 4275.843262
	Iteration 13Q: 3 clusters Score -641679.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -641697.875000 Penalty: 4275.843262
	Iteration 14Q: 3 clusters Score -641697.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -641711.250000 Penalty: 4275.843262
	Iteration 15Q: 3 clusters Score -641711.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -641724.625000 Penalty: 4275.843262
	Iteration 16Q: 3 clusters Score -641724.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -641733.125000 Penalty: 4275.843262
	Iteration 17Q: 3 clusters Score -641733.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -641747.875000 Penalty: 4275.843262
	Iteration 18Q: 3 clusters Score -641747.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -641757.250000 Penalty: 4275.843262
	Iteration 19Q: 3 clusters Score -641757.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -641765.250000 Penalty: 4275.843262
	Iteration 20F: 3 clusters Score -641765.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -641773.437500 Penalty: 4275.843262
	Iteration 21Q: 3 clusters Score -641773.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -641783.875000 Penalty: 4275.843262
	Iteration 22Q: 3 clusters Score -641783.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -641792.625000 Penalty: 4275.843262
	Iteration 23Q: 3 clusters Score -641792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -641798.500000 Penalty: 4275.843262
	Iteration 24Q: 3 clusters Score -641798.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -641808.062500 Penalty: 4275.843262
	Iteration 25Q: 3 clusters Score -641808.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -641816.375000 Penalty: 4275.843262
	Iteration 26Q: 3 clusters Score -641816.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -641826.062500 Penalty: 4275.843262
	Iteration 27Q: 3 clusters Score -641826.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -641836.750000 Penalty: 4275.843262
	Iteration 28Q: 3 clusters Score -641836.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -641843.625000 Penalty: 4275.843262
	Iteration 29Q: 3 clusters Score -641843.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -641853.125000 Penalty: 4275.843262
	Iteration 30Q: 3 clusters Score -641853.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -641860.312500 Penalty: 4275.843262
	Iteration 31Q: 3 clusters Score -641860.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -641867.062500 Penalty: 4275.843262
	Iteration 32Q: 3 clusters Score -641867.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -641878.187500 Penalty: 4275.843262
	Iteration 33Q: 3 clusters Score -641878.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -641885.875000 Penalty: 4275.843262
	Iteration 34Q: 3 clusters Score -641885.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -641892.625000 Penalty: 4275.843262
	Iteration 35Q: 3 clusters Score -641892.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -641898.875000 Penalty: 4275.843262
	Iteration 36Q: 3 clusters Score -641898.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -641907.437500 Penalty: 4275.843262
	Iteration 37Q: 3 clusters Score -641907.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -641915.062500 Penalty: 4275.843262
	Iteration 38Q: 3 clusters Score -641915.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -641918.937500 Penalty: 4275.843262
	Iteration 39Q: 3 clusters Score -641918.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -641926.937500 Penalty: 4275.843262
	Iteration 40F: 3 clusters Score -641926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -641931.500000 Penalty: 4275.843262
	Iteration 41Q: 3 clusters Score -641931.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -641936.062500 Penalty: 4275.843262
	Iteration 42Q: 3 clusters Score -641936.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -641940.875000 Penalty: 4275.843262
	Iteration 43Q: 3 clusters Score -641940.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -641947.500000 Penalty: 4275.843262
	Iteration 44Q: 3 clusters Score -641947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -641949.000000 Penalty: 4275.843262
	Iteration 45Q: 3 clusters Score -641949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -641954.687500 Penalty: 4275.843262
	Iteration 46Q: 3 clusters Score -641954.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -641960.687500 Penalty: 4275.843262
	Iteration 47Q: 3 clusters Score -641960.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -641966.437500 Penalty: 4275.843262
	Iteration 48Q: 3 clusters Score -641966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -641970.750000 Penalty: 4275.843262
	Iteration 49Q: 3 clusters Score -641970.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -641976.125000 Penalty: 4275.843262
	Iteration 50Q: 3 clusters Score -641976.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -641983.375000 Penalty: 4275.843262
	Iteration 51Q: 3 clusters Score -641983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -641987.625000 Penalty: 4275.843262
	Iteration 52Q: 3 clusters Score -641987.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -641995.687500 Penalty: 4275.843262
	Iteration 53Q: 3 clusters Score -641995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -642002.187500 Penalty: 4275.843262
	Iteration 54Q: 3 clusters Score -642002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -642007.062500 Penalty: 4275.843262
	Iteration 55Q: 3 clusters Score -642007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -642010.500000 Penalty: 4275.843262
	Iteration 56Q: 3 clusters Score -642010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -642015.000000 Penalty: 4275.843262
	Iteration 57Q: 3 clusters Score -642015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -642018.750000 Penalty: 4275.843262
	Iteration 58Q: 3 clusters Score -642018.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -642025.375000 Penalty: 4275.843262
	Iteration 59Q: 3 clusters Score -642025.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -642031.750000 Penalty: 4275.843262
	Iteration 60F: 3 clusters Score -642031.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -642039.687500 Penalty: 4275.843262
	Iteration 61Q: 3 clusters Score -642039.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -642045.375000 Penalty: 4275.843262
	Iteration 62Q: 3 clusters Score -642045.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -642050.937500 Penalty: 4275.843262
	Iteration 63Q: 3 clusters Score -642050.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -642059.375000 Penalty: 4275.843262
	Iteration 64Q: 3 clusters Score -642059.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -642066.312500 Penalty: 4275.843262
	Iteration 65Q: 3 clusters Score -642066.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -642074.812500 Penalty: 4275.843262
	Iteration 66Q: 3 clusters Score -642074.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -642082.375000 Penalty: 4275.843262
	Iteration 67Q: 3 clusters Score -642082.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -642091.812500 Penalty: 4275.843262
	Iteration 68Q: 3 clusters Score -642091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -642097.187500 Penalty: 4275.843262
	Iteration 69Q: 3 clusters Score -642097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -642105.187500 Penalty: 4275.843262
	Iteration 70Q: 3 clusters Score -642105.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -642115.500000 Penalty: 4275.843262
	Iteration 71Q: 3 clusters Score -642115.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -642122.187500 Penalty: 4275.843262
	Iteration 72Q: 3 clusters Score -642122.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -642127.250000 Penalty: 4275.843262
	Iteration 73Q: 3 clusters Score -642127.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -642135.250000 Penalty: 4275.843262
	Iteration 74Q: 3 clusters Score -642135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -642140.937500 Penalty: 4275.843262
	Iteration 75Q: 3 clusters Score -642140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -642147.375000 Penalty: 4275.843262
	Iteration 76Q: 3 clusters Score -642147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -642150.750000 Penalty: 4275.843262
	Iteration 77Q: 3 clusters Score -642150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -642156.625000 Penalty: 4275.843262
	Iteration 78Q: 3 clusters Score -642156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -642159.250000 Penalty: 4275.843262
	Iteration 79Q: 3 clusters Score -642159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -642163.062500 Penalty: 4275.843262
	Iteration 80F: 3 clusters Score -642163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -642167.875000 Penalty: 4275.843262
	Iteration 81Q: 3 clusters Score -642167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -642171.312500 Penalty: 4275.843262
	Iteration 82Q: 3 clusters Score -642171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -642174.750000 Penalty: 4275.843262
	Iteration 83Q: 3 clusters Score -642174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -642179.187500 Penalty: 4275.843262
	Iteration 84Q: 3 clusters Score -642179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -642182.937500 Penalty: 4275.843262
	Iteration 85Q: 3 clusters Score -642182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -642186.375000 Penalty: 4275.843262
	Iteration 86Q: 3 clusters Score -642186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -642189.812500 Penalty: 4275.843262
	Iteration 87Q: 3 clusters Score -642189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -642193.375000 Penalty: 4275.843262
	Iteration 88Q: 3 clusters Score -642193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -642196.750000 Penalty: 4275.843262
	Iteration 89Q: 3 clusters Score -642196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -642199.062500 Penalty: 4275.843262
	Iteration 90Q: 3 clusters Score -642199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -642200.875000 Penalty: 4275.843262
	Iteration 91Q: 3 clusters Score -642200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -642203.875000 Penalty: 4275.843262
	Iteration 92Q: 3 clusters Score -642203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -642208.875000 Penalty: 4275.843262
	Iteration 93Q: 3 clusters Score -642208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -642210.062500 Penalty: 4275.843262
	Iteration 94Q: 3 clusters Score -642210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -642211.625000 Penalty: 4275.843262
	Iteration 95Q: 3 clusters Score -642211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -642211.687500 Penalty: 4275.843262
	Iteration 96Q: 3 clusters Score -642211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -642214.625000 Penalty: 4275.843262
	Iteration 97Q: 3 clusters Score -642214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -642216.125000 Penalty: 4275.843262
	Iteration 98Q: 3 clusters Score -642216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -642216.625000 Penalty: 4275.843262
	Iteration 99Q: 3 clusters Score -642216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -642217.687500 Penalty: 4275.843262
	Iteration 100F: 3 clusters Score -642217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -642218.687500 Penalty: 4275.843262
	Iteration 101Q: 3 clusters Score -642218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -642218.437500 Penalty: 4275.843262
	Iteration 102Q: 3 clusters Score -642218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -642218.687500 Penalty: 4275.843262
	Iteration 103Q: 3 clusters Score -642218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -642218.437500 Penalty: 4275.843262
	Iteration 104Q: 3 clusters Score -642218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -642220.687500 Penalty: 4275.843262
	Iteration 105Q: 3 clusters Score -642220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -642220.000000 Penalty: 4275.843262
	Iteration 106Q: 3 clusters Score -642220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -642222.750000 Penalty: 4275.843262
	Iteration 107Q: 3 clusters Score -642222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -642223.250000 Penalty: 4275.843262
	Iteration 108Q: 3 clusters Score -642223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -642223.500000 Penalty: 4275.843262
	Iteration 109Q: 3 clusters Score -642223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -642224.062500 Penalty: 4275.843262
	Iteration 110Q: 3 clusters Score -642224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -642225.562500 Penalty: 4275.843262
	Iteration 111Q: 3 clusters Score -642225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -642225.562500 Penalty: 4275.843262
	Iteration 112Q: 3 clusters Score -642225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -642228.062500 Penalty: 4275.843262
	Iteration 113Q: 3 clusters Score -642228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -642228.187500 Penalty: 4275.843262
	Iteration 114Q: 3 clusters Score -642228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -642231.125000 Penalty: 4275.843262
	Iteration 115Q: 3 clusters Score -642231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -642234.750000 Penalty: 4275.843262
	Iteration 116Q: 3 clusters Score -642234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -642235.250000 Penalty: 4275.843262
	Iteration 117Q: 3 clusters Score -642235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -642235.562500 Penalty: 4275.843262
	Iteration 118Q: 3 clusters Score -642235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -642235.875000 Penalty: 4275.843262
	Iteration 119Q: 3 clusters Score -642235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -642235.875000 Penalty: 4275.843262
	Iteration 120F: 3 clusters Score -642235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -213136.109375 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -213136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210567.281250 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -210567.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211037.968750 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -211038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -211217.000000 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -211217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211322.812500 Penalty: 3747.469238
	Iteration 3F: 3 clusters Score -211322.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -211398.015625 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -211398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211458.843750 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -211458.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -211499.562500 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -211499.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -211529.484375 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -211529.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -211554.031250 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -211554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -211567.828125 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -211567.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -211583.718750 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -211583.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -211597.453125 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -211597.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -211610.328125 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -211610.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -211618.750000 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -211618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -211625.796875 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -211625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -211631.234375 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -211631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -211634.140625 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -211634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211636.531250 Penalty: 3747.469238
	Iteration 17Q: 3 clusters Score -211636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -211639.421875 Penalty: 3747.469238
	Iteration 18Q: 3 clusters Score -211639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211640.734375 Penalty: 3747.469238
	Iteration 19Q: 3 clusters Score -211640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211641.968750 Penalty: 3747.469238
	Iteration 20F: 3 clusters Score -211642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211643.578125 Penalty: 3747.469238
	Iteration 21Q: 3 clusters Score -211643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211646.171875 Penalty: 3747.469238
	Iteration 22Q: 3 clusters Score -211646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -211646.765625 Penalty: 3747.469238
	Iteration 23Q: 3 clusters Score -211646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -211647.015625 Penalty: 3747.469238
	Iteration 24Q: 3 clusters Score -211647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211648.109375 Penalty: 3747.469238
	Iteration 25Q: 3 clusters Score -211648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211649.437500 Penalty: 3747.469238
	Iteration 26Q: 3 clusters Score -211649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211650.562500 Penalty: 3747.469238
	Iteration 27Q: 3 clusters Score -211650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211652.578125 Penalty: 3747.469238
	Iteration 28Q: 3 clusters Score -211652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211654.953125 Penalty: 3747.469238
	Iteration 29Q: 3 clusters Score -211655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211656.546875 Penalty: 3747.469238
	Iteration 30Q: 3 clusters Score -211656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211658.750000 Penalty: 3747.469238
	Iteration 31Q: 3 clusters Score -211658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211658.750000 Penalty: 3747.469238
	Iteration 32F: 3 clusters Score -211658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -288043.062500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -288043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -284984.187500 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -284984.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -285727.125000 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -285727.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -285978.781250 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -285978.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -286154.875000 Penalty: 3916.136230
	Iteration 3F: 3 clusters Score -286154.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -286262.406250 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -286262.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -286353.375000 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -286353.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286412.968750 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -286413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -286463.375000 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -286463.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286501.781250 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -286501.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286555.656250 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -286555.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -286606.500000 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -286606.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -286646.093750 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -286646.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286680.031250 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -286680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -286717.343750 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -286717.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -286740.625000 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -286740.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -286765.781250 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -286765.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -286781.375000 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -286781.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -286799.406250 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -286799.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -286814.781250 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -286814.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -286828.250000 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -286828.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -286836.875000 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -286836.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -286844.406250 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -286844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286852.250000 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -286852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -286859.500000 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -286859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -286866.125000 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -286866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -286873.593750 Penalty: 3916.136230
	Iteration 25Q: 3 clusters Score -286873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286880.031250 Penalty: 3916.136230
	Iteration 26Q: 3 clusters Score -286880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286884.687500 Penalty: 3916.136230
	Iteration 27Q: 3 clusters Score -286884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286888.718750 Penalty: 3916.136230
	Iteration 28Q: 3 clusters Score -286888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286890.312500 Penalty: 3916.136230
	Iteration 29Q: 3 clusters Score -286890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286891.437500 Penalty: 3916.136230
	Iteration 30Q: 3 clusters Score -286891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286891.437500 Penalty: 3916.136230
	Iteration 31F: 3 clusters Score -286891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -259443.984375 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -259444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -256634.406250 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -256634.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -257169.375000 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -257169.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257317.640625 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -257317.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -257399.203125 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -257399.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -257464.687500 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -257464.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -257513.296875 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -257513.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257552.515625 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -257552.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -257575.500000 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -257575.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -257597.796875 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -257597.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257631.109375 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -257631.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -257664.328125 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -257664.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257686.468750 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -257686.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -257708.828125 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -257708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -257722.421875 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -257722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -257727.468750 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -257727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -257734.500000 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -257734.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -257740.109375 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -257740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257743.281250 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -257743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -257749.109375 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -257749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257752.234375 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -257752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257753.281250 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -257753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -800673.062500 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -800673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -794745.250000 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -794745.2 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -796592.187500 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -796592.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -797134.875000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -797134.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -797662.687500 Penalty: 4416.224609
	Iteration 3F: 3 clusters Score -797662.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -798161.125000 Penalty: 4416.224609
	Iteration 4F: 3 clusters Score -798161.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -798584.687500 Penalty: 4416.224609
	Iteration 5F: 3 clusters Score -798584.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -798903.312500 Penalty: 4416.224609
	Iteration 6Q: 3 clusters Score -798903.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -799162.437500 Penalty: 4416.224609
	Iteration 7Q: 3 clusters Score -799162.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -799316.437500 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -799316.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -799409.312500 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -799409.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -799473.125000 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -799473.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -799514.625000 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -799514.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -799538.562500 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -799538.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -799565.812500 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -799565.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -799584.125000 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -799584.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -799596.312500 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -799596.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -799602.812500 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -799602.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -799609.875000 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -799609.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -799614.437500 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -799614.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -799617.312500 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -799617.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -799623.062500 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -799623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -799630.875000 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -799630.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -799635.437500 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -799635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -799641.187500 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -799641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -799646.062500 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -799646.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -799648.375000 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -799648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -799650.625000 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -799650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -799652.312500 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -799652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -799656.625000 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -799656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -799661.375000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -799661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -799665.937500 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -799665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -799675.187500 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -799675.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -799681.812500 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -799681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -799684.437500 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -799684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -799686.875000 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -799686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -799686.750000 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -799686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -799687.562500 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -799687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -799687.562500 Penalty: 4416.224609
	Iteration 37F: 3 clusters Score -799687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -181327.500000 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -181327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -178894.734375 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -178894.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179347.750000 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -179347.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -179515.328125 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -179515.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179612.250000 Penalty: 3702.396973
	Iteration 3F: 3 clusters Score -179612.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179695.828125 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -179695.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -179834.140625 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -179834.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179993.906250 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -179993.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180082.796875 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -180082.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180148.562500 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -180148.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -180198.093750 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -180198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180222.296875 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -180222.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180241.046875 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -180241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -180254.281250 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -180254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180263.968750 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -180264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180270.953125 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -180271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180275.796875 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -180275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180280.218750 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -180280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180284.781250 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -180284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180287.265625 Penalty: 3702.396973
	Iteration 18Q: 3 clusters Score -180287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -180288.078125 Penalty: 3702.396973
	Iteration 19Q: 3 clusters Score -180288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180292.781250 Penalty: 3702.396973
	Iteration 20F: 3 clusters Score -180292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180303.156250 Penalty: 3702.396973
	Iteration 21Q: 3 clusters Score -180303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180307.546875 Penalty: 3702.396973
	Iteration 22Q: 3 clusters Score -180307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180313.078125 Penalty: 3702.396973
	Iteration 23Q: 3 clusters Score -180313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -180320.281250 Penalty: 3702.396973
	Iteration 24Q: 3 clusters Score -180320.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180325.265625 Penalty: 3702.396973
	Iteration 25Q: 3 clusters Score -180325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -180329.031250 Penalty: 3702.396973
	Iteration 26Q: 3 clusters Score -180329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180335.093750 Penalty: 3702.396973
	Iteration 27Q: 3 clusters Score -180335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180347.078125 Penalty: 3702.396973
	Iteration 28Q: 3 clusters Score -180347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180361.531250 Penalty: 3702.396973
	Iteration 29Q: 3 clusters Score -180361.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180368.781250 Penalty: 3702.396973
	Iteration 30Q: 3 clusters Score -180368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180369.890625 Penalty: 3702.396973
	Iteration 31Q: 3 clusters Score -180369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180371.000000 Penalty: 3702.396973
	Iteration 32Q: 3 clusters Score -180371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180373.406250 Penalty: 3702.396973
	Iteration 33Q: 3 clusters Score -180373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180375.531250 Penalty: 3702.396973
	Iteration 34Q: 3 clusters Score -180375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180375.531250 Penalty: 3702.396973
	Iteration 35F: 3 clusters Score -180375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -230289.015625 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -230289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -227594.968750 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -227595 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -228177.437500 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -228177.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228388.968750 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -228389 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228506.125000 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -228506.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -228588.921875 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -228588.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -228693.796875 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -228693.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -228770.656250 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -228770.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228825.437500 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -228825.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -228891.265625 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -228891.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -228951.718750 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -228951.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -229003.406250 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -229003.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -229045.046875 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -229045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -229077.781250 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -229077.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -229118.031250 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -229118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -229147.812500 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -229147.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -229169.718750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -229169.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -229185.484375 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -229185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -229200.890625 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -229200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -229211.187500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -229211.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -229223.734375 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -229223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -229236.890625 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -229236.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -229248.562500 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -229248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -229257.703125 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -229257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -229263.375000 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -229263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -229267.421875 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -229267.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -229274.312500 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -229274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -229282.781250 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -229282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -229288.968750 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -229289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -229295.906250 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -229295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -229299.843750 Penalty: 3806.379883
	Iteration 29Q: 3 clusters Score -229299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -229303.687500 Penalty: 3806.379883
	Iteration 30Q: 3 clusters Score -229303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -229308.437500 Penalty: 3806.379883
	Iteration 31Q: 3 clusters Score -229308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -229312.500000 Penalty: 3806.379883
	Iteration 32Q: 3 clusters Score -229312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -229316.953125 Penalty: 3806.379883
	Iteration 33Q: 3 clusters Score -229317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -229320.796875 Penalty: 3806.379883
	Iteration 34Q: 3 clusters Score -229320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -229326.515625 Penalty: 3806.379883
	Iteration 35Q: 3 clusters Score -229326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -229332.562500 Penalty: 3806.379883
	Iteration 36Q: 3 clusters Score -229332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -229338.156250 Penalty: 3806.379883
	Iteration 37Q: 3 clusters Score -229338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -229344.125000 Penalty: 3806.379883
	Iteration 38Q: 3 clusters Score -229344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -229354.937500 Penalty: 3806.379883
	Iteration 39Q: 3 clusters Score -229354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -229359.015625 Penalty: 3806.379883
	Iteration 40F: 3 clusters Score -229359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -229362.015625 Penalty: 3806.379883
	Iteration 41Q: 3 clusters Score -229362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -229363.328125 Penalty: 3806.379883
	Iteration 42Q: 3 clusters Score -229363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -229363.328125 Penalty: 3806.379883
	Iteration 43F: 3 clusters Score -229363.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (5956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Entering Unmasked Estep 
Score: -662483.312500 Penalty: 2155.654297
	Iteration 0F: 2 clusters Score -662483.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -657406.875000 Penalty: 4311.308594
	Iteration 0F: 3 clusters Score -657406.9 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -658734.125000 Penalty: 4311.308594
	Iteration 1F: 3 clusters Score -658734.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -659053.375000 Penalty: 4311.308594
	Iteration 2F: 3 clusters Score -659053.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -659308.875000 Penalty: 4311.308594
	Iteration 3F: 3 clusters Score -659308.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -659532.625000 Penalty: 4311.308594
	Iteration 4F: 3 clusters Score -659532.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -659734.000000 Penalty: 4311.308594
	Iteration 5Q: 3 clusters Score -659734 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -659903.625000 Penalty: 4311.308594
	Iteration 6Q: 3 clusters Score -659903.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -660038.562500 Penalty: 4311.308594
	Iteration 7Q: 3 clusters Score -660038.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -660149.562500 Penalty: 4311.308594
	Iteration 8Q: 3 clusters Score -660149.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -660232.312500 Penalty: 4311.308594
	Iteration 9Q: 3 clusters Score -660232.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -660308.812500 Penalty: 4311.308594
	Iteration 10Q: 3 clusters Score -660308.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -660377.937500 Penalty: 4311.308594
	Iteration 11Q: 3 clusters Score -660377.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -660426.437500 Penalty: 4311.308594
	Iteration 12Q: 3 clusters Score -660426.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -660470.687500 Penalty: 4311.308594
	Iteration 13Q: 3 clusters Score -660470.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -660503.125000 Penalty: 4311.308594
	Iteration 14Q: 3 clusters Score -660503.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -660533.125000 Penalty: 4311.308594
	Iteration 15Q: 3 clusters Score -660533.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -660555.812500 Penalty: 4311.308594
	Iteration 16Q: 3 clusters Score -660555.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -660579.687500 Penalty: 4311.308594
	Iteration 17Q: 3 clusters Score -660579.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -660608.250000 Penalty: 4311.308594
	Iteration 18Q: 3 clusters Score -660608.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -660640.375000 Penalty: 4311.308594
	Iteration 19Q: 3 clusters Score -660640.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -660678.000000 Penalty: 4311.308594
	Iteration 20F: 3 clusters Score -660678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -660717.687500 Penalty: 4311.308594
	Iteration 21Q: 3 clusters Score -660717.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -660757.875000 Penalty: 4311.308594
	Iteration 22Q: 3 clusters Score -660757.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -660792.875000 Penalty: 4311.308594
	Iteration 23Q: 3 clusters Score -660792.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -660810.187500 Penalty: 4311.308594
	Iteration 24Q: 3 clusters Score -660810.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -660824.375000 Penalty: 4311.308594
	Iteration 25Q: 3 clusters Score -660824.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -660835.000000 Penalty: 4311.308594
	Iteration 26Q: 3 clusters Score -660835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -660844.437500 Penalty: 4311.308594
	Iteration 27Q: 3 clusters Score -660844.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -660854.187500 Penalty: 4311.308594
	Iteration 28Q: 3 clusters Score -660854.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -660861.812500 Penalty: 4311.308594
	Iteration 29Q: 3 clusters Score -660861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -660864.062500 Penalty: 4311.308594
	Iteration 30Q: 3 clusters Score -660864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -660869.437500 Penalty: 4311.308594
	Iteration 31Q: 3 clusters Score -660869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -660871.187500 Penalty: 4311.308594
	Iteration 32Q: 3 clusters Score -660871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -660875.375000 Penalty: 4311.308594
	Iteration 33Q: 3 clusters Score -660875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -660876.125000 Penalty: 4311.308594
	Iteration 34Q: 3 clusters Score -660876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -660879.125000 Penalty: 4311.308594
	Iteration 35Q: 3 clusters Score -660879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -660879.000000 Penalty: 4311.308594
	Iteration 36Q: 3 clusters Score -660879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -660880.062500 Penalty: 4311.308594
	Iteration 37Q: 3 clusters Score -660880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -660881.375000 Penalty: 4311.308594
	Iteration 38Q: 3 clusters Score -660881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -660881.125000 Penalty: 4311.308594
	Iteration 39Q: 3 clusters Score -660881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -660884.375000 Penalty: 4311.308594
	Iteration 40F: 3 clusters Score -660884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -660885.187500 Penalty: 4311.308594
	Iteration 41Q: 3 clusters Score -660885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -660885.312500 Penalty: 4311.308594
	Iteration 42Q: 3 clusters Score -660885.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -660887.812500 Penalty: 4311.308594
	Iteration 43Q: 3 clusters Score -660887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -660888.437500 Penalty: 4311.308594
	Iteration 44Q: 3 clusters Score -660888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -660892.000000 Penalty: 4311.308594
	Iteration 45Q: 3 clusters Score -660892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -660893.000000 Penalty: 4311.308594
	Iteration 46Q: 3 clusters Score -660893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -660896.750000 Penalty: 4311.308594
	Iteration 47Q: 3 clusters Score -660896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -660900.437500 Penalty: 4311.308594
	Iteration 48Q: 3 clusters Score -660900.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -660907.000000 Penalty: 4311.308594
	Iteration 49Q: 3 clusters Score -660907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -660912.500000 Penalty: 4311.308594
	Iteration 50Q: 3 clusters Score -660912.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -660917.187500 Penalty: 4311.308594
	Iteration 51Q: 3 clusters Score -660917.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -660924.000000 Penalty: 4311.308594
	Iteration 52Q: 3 clusters Score -660924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -660928.062500 Penalty: 4311.308594
	Iteration 53Q: 3 clusters Score -660928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -660931.187500 Penalty: 4311.308594
	Iteration 54Q: 3 clusters Score -660931.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -660937.125000 Penalty: 4311.308594
	Iteration 55Q: 3 clusters Score -660937.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -660941.687500 Penalty: 4311.308594
	Iteration 56Q: 3 clusters Score -660941.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -660947.375000 Penalty: 4311.308594
	Iteration 57Q: 3 clusters Score -660947.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -660951.375000 Penalty: 4311.308594
	Iteration 58Q: 3 clusters Score -660951.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -660956.187500 Penalty: 4311.308594
	Iteration 59Q: 3 clusters Score -660956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -660960.062500 Penalty: 4311.308594
	Iteration 60F: 3 clusters Score -660960.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -660962.437500 Penalty: 4311.308594
	Iteration 61Q: 3 clusters Score -660962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -660965.875000 Penalty: 4311.308594
	Iteration 62Q: 3 clusters Score -660965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -660968.687500 Penalty: 4311.308594
	Iteration 63Q: 3 clusters Score -660968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -660971.937500 Penalty: 4311.308594
	Iteration 64Q: 3 clusters Score -660971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -660974.875000 Penalty: 4311.308594
	Iteration 65Q: 3 clusters Score -660974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -660975.500000 Penalty: 4311.308594
	Iteration 66Q: 3 clusters Score -660975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -660978.187500 Penalty: 4311.308594
	Iteration 67Q: 3 clusters Score -660978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -660980.125000 Penalty: 4311.308594
	Iteration 68Q: 3 clusters Score -660980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -660983.625000 Penalty: 4311.308594
	Iteration 69Q: 3 clusters Score -660983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -660985.750000 Penalty: 4311.308594
	Iteration 70Q: 3 clusters Score -660985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -660988.437500 Penalty: 4311.308594
	Iteration 71Q: 3 clusters Score -660988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -660993.375000 Penalty: 4311.308594
	Iteration 72Q: 3 clusters Score -660993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -660994.500000 Penalty: 4311.308594
	Iteration 73Q: 3 clusters Score -660994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -660996.187500 Penalty: 4311.308594
	Iteration 74Q: 3 clusters Score -660996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -661000.000000 Penalty: 4311.308594
	Iteration 75Q: 3 clusters Score -661000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -661001.625000 Penalty: 4311.308594
	Iteration 76Q: 3 clusters Score -661001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -661005.562500 Penalty: 4311.308594
	Iteration 77Q: 3 clusters Score -661005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -661010.250000 Penalty: 4311.308594
	Iteration 78Q: 3 clusters Score -661010.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -661012.875000 Penalty: 4311.308594
	Iteration 79Q: 3 clusters Score -661012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -661017.687500 Penalty: 4311.308594
	Iteration 80F: 3 clusters Score -661017.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -661019.812500 Penalty: 4311.308594
	Iteration 81Q: 3 clusters Score -661019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -661022.375000 Penalty: 4311.308594
	Iteration 82Q: 3 clusters Score -661022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -661025.500000 Penalty: 4311.308594
	Iteration 83Q: 3 clusters Score -661025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -661025.437500 Penalty: 4311.308594
	Iteration 84Q: 3 clusters Score -661025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -661025.500000 Penalty: 4311.308594
	Iteration 85Q: 3 clusters Score -661025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -661025.375000 Penalty: 4311.308594
	Iteration 86Q: 3 clusters Score -661025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -661025.875000 Penalty: 4311.308594
	Iteration 87Q: 3 clusters Score -661025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -661025.875000 Penalty: 4311.308594
	Iteration 88F: 3 clusters Score -661025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -752781.187500 Penalty: 2184.475342
	Iteration 0F: 2 clusters Score -752781.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -747228.562500 Penalty: 4368.950684
	Iteration 0F: 3 clusters Score -747228.6 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -748769.562500 Penalty: 4368.950684
	Iteration 1F: 3 clusters Score -748769.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -749062.500000 Penalty: 4368.950684
	Iteration 2F: 3 clusters Score -749062.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -749255.125000 Penalty: 4368.950684
	Iteration 3F: 3 clusters Score -749255.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -749411.625000 Penalty: 4368.950684
	Iteration 4Q: 3 clusters Score -749411.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -749532.187500 Penalty: 4368.950684
	Iteration 5Q: 3 clusters Score -749532.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -749643.875000 Penalty: 4368.950684
	Iteration 6Q: 3 clusters Score -749643.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -749733.875000 Penalty: 4368.950684
	Iteration 7Q: 3 clusters Score -749733.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -749802.937500 Penalty: 4368.950684
	Iteration 8Q: 3 clusters Score -749802.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -749869.812500 Penalty: 4368.950684
	Iteration 9Q: 3 clusters Score -749869.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -749947.437500 Penalty: 4368.950684
	Iteration 10Q: 3 clusters Score -749947.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -750035.562500 Penalty: 4368.950684
	Iteration 11Q: 3 clusters Score -750035.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -750108.687500 Penalty: 4368.950684
	Iteration 12Q: 3 clusters Score -750108.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -750174.062500 Penalty: 4368.950684
	Iteration 13Q: 3 clusters Score -750174.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -750246.875000 Penalty: 4368.950684
	Iteration 14Q: 3 clusters Score -750246.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -750307.125000 Penalty: 4368.950684
	Iteration 15Q: 3 clusters Score -750307.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -750358.250000 Penalty: 4368.950684
	Iteration 16Q: 3 clusters Score -750358.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -750414.875000 Penalty: 4368.950684
	Iteration 17Q: 3 clusters Score -750414.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -750484.125000 Penalty: 4368.950684
	Iteration 18Q: 3 clusters Score -750484.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -750553.812500 Penalty: 4368.950684
	Iteration 19Q: 3 clusters Score -750553.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -750625.062500 Penalty: 4368.950684
	Iteration 20F: 3 clusters Score -750625.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -750682.750000 Penalty: 4368.950684
	Iteration 21Q: 3 clusters Score -750682.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -750741.437500 Penalty: 4368.950684
	Iteration 22Q: 3 clusters Score -750741.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -750790.562500 Penalty: 4368.950684
	Iteration 23Q: 3 clusters Score -750790.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -750831.562500 Penalty: 4368.950684
	Iteration 24Q: 3 clusters Score -750831.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -750867.000000 Penalty: 4368.950684
	Iteration 25Q: 3 clusters Score -750867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -750904.187500 Penalty: 4368.950684
	Iteration 26Q: 3 clusters Score -750904.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -750935.750000 Penalty: 4368.950684
	Iteration 27Q: 3 clusters Score -750935.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -750963.937500 Penalty: 4368.950684
	Iteration 28Q: 3 clusters Score -750963.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -750983.937500 Penalty: 4368.950684
	Iteration 29Q: 3 clusters Score -750983.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -751013.750000 Penalty: 4368.950684
	Iteration 30Q: 3 clusters Score -751013.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -751035.125000 Penalty: 4368.950684
	Iteration 31Q: 3 clusters Score -751035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -751052.562500 Penalty: 4368.950684
	Iteration 32Q: 3 clusters Score -751052.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -751065.937500 Penalty: 4368.950684
	Iteration 33Q: 3 clusters Score -751065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -751074.625000 Penalty: 4368.950684
	Iteration 34Q: 3 clusters Score -751074.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -751084.250000 Penalty: 4368.950684
	Iteration 35Q: 3 clusters Score -751084.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -751092.875000 Penalty: 4368.950684
	Iteration 36Q: 3 clusters Score -751092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -751096.000000 Penalty: 4368.950684
	Iteration 37Q: 3 clusters Score -751096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -751095.625000 Penalty: 4368.950684
	Iteration 38Q: 3 clusters Score -751095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -751097.875000 Penalty: 4368.950684
	Iteration 39Q: 3 clusters Score -751097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -751097.687500 Penalty: 4368.950684
	Iteration 40F: 3 clusters Score -751097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -751097.812500 Penalty: 4368.950684
	Iteration 41Q: 3 clusters Score -751097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -751097.812500 Penalty: 4368.950684
	Iteration 42F: 3 clusters Score -751097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107798 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 50928 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2479 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15339 members 
Mstep: Class 49 contains 2638 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8161 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29858 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3108 members 
Mstep: Class 72 contains 5595 members 
Mstep: Class 73 contains 133276 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11867 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6441 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4228 members 
Mstep: Class 84 contains 7079 members 
Mstep: Class 85 contains 28341 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7547 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7366 members 
Mstep: Class 92 contains 3765 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10316 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5956 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289280.000000 Penalty: 377274.406250
Iteration 319Q: 106 clusters Score -2.122893e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107797 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 50925 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140246 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 24580 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11369 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168684 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17587 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6519 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10107 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2485 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2636 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33775 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8162 members 
Mstep: Class 55 contains 21438 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5758 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27461 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29860 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3110 members 
Mstep: Class 72 contains 5591 members 
Mstep: Class 73 contains 133277 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6036 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6441 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22260 members 
Mstep: Class 83 contains 4231 members 
Mstep: Class 84 contains 7073 members 
Mstep: Class 85 contains 28346 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7548 members 
Mstep: Class 90 contains 4826 members 
Mstep: Class 91 contains 7364 members 
Mstep: Class 92 contains 3768 members 
Mstep: Class 93 contains 8659 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10318 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5957 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289200.000000 Penalty: 377274.406250
Iteration 320F: 106 clusters Score -2.122892e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16988 members 
Mstep: Class 3 contains 107795 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 50920 members 
Mstep: Class 9 contains 18788 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248097 members 
Mstep: Class 20 contains 33812 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140246 members 
Mstep: Class 24 contains 2571 members 
Mstep: Class 25 contains 24579 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168685 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6518 members 
Mstep: Class 42 contains 9408 members 
Mstep: Class 43 contains 10106 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2493 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2635 members 
Mstep: Class 50 contains 43325 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5327 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8163 members 
Mstep: Class 55 contains 21438 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5759 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29861 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3106 members 
Mstep: Class 72 contains 5590 members 
Mstep: Class 73 contains 133277 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6035 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23867 members 
Mstep: Class 80 contains 6444 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22259 members 
Mstep: Class 83 contains 4230 members 
Mstep: Class 84 contains 7073 members 
Mstep: Class 85 contains 28348 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7802 members 
Mstep: Class 89 contains 7548 members 
Mstep: Class 90 contains 4827 members 
Mstep: Class 91 contains 7363 members 
Mstep: Class 92 contains 3769 members 
Mstep: Class 93 contains 8661 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10319 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5957 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289344.000000 Penalty: 377274.406250
Iteration 321Q: 106 clusters Score -2.122893e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107793 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 50918 members 
Mstep: Class 9 contains 18787 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248096 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140246 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24579 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168692 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4116 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6517 members 
Mstep: Class 42 contains 9409 members 
Mstep: Class 43 contains 10104 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2503 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43323 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5326 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8164 members 
Mstep: Class 55 contains 21438 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5431 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29864 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3103 members 
Mstep: Class 72 contains 5587 members 
Mstep: Class 73 contains 133279 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6036 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23866 members 
Mstep: Class 80 contains 6445 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22259 members 
Mstep: Class 83 contains 4231 members 
Mstep: Class 84 contains 7069 members 
Mstep: Class 85 contains 28349 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7802 members 
Mstep: Class 89 contains 7550 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7364 members 
Mstep: Class 92 contains 3770 members 
Mstep: Class 93 contains 8662 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10319 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5957 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289408.000000 Penalty: 377274.406250
Iteration 322Q: 106 clusters Score -2.122894e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107790 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 50912 members 
Mstep: Class 9 contains 18786 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33814 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24578 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11364 members 
Mstep: Class 29 contains 10906 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 2377 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168697 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4115 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6517 members 
Mstep: Class 42 contains 9409 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2521 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43321 members 
Mstep: Class 51 contains 33775 members 
Mstep: Class 52 contains 5328 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8165 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5710 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29867 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3099 members 
Mstep: Class 72 contains 5585 members 
Mstep: Class 73 contains 133281 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11868 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6036 members 
Mstep: Class 78 contains 15270 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6446 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22260 members 
Mstep: Class 83 contains 4231 members 
Mstep: Class 84 contains 7068 members 
Mstep: Class 85 contains 28353 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8317 members 
Mstep: Class 88 contains 7802 members 
Mstep: Class 89 contains 7551 members 
Mstep: Class 90 contains 4828 members 
Mstep: Class 91 contains 7365 members 
Mstep: Class 92 contains 3772 members 
Mstep: Class 93 contains 8663 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10320 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5957 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289232.000000 Penalty: 377274.406250
Iteration 323Q: 106 clusters Score -2.122892e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107792 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 8 contains 50906 members 
Mstep: Class 9 contains 18787 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 24804 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140247 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24574 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11366 members 
Mstep: Class 29 contains 10906 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2378 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168696 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4114 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6518 members 
Mstep: Class 42 contains 9409 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2531 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43321 members 
Mstep: Class 51 contains 33775 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8166 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3322 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5889 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29870 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3095 members 
Mstep: Class 72 contains 5582 members 
Mstep: Class 73 contains 133280 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6447 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22259 members 
Mstep: Class 83 contains 4230 members 
Mstep: Class 84 contains 7068 members 
Mstep: Class 85 contains 28355 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8317 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7554 members 
Mstep: Class 90 contains 4830 members 
Mstep: Class 91 contains 7362 members 
Mstep: Class 92 contains 3773 members 
Mstep: Class 93 contains 8664 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4505 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1912 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1745 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5957 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289232.000000 Penalty: 377274.406250
Iteration 324Q: 106 clusters Score -2.122892e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107792 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 50902 members 
Mstep: Class 9 contains 18785 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 3840 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24575 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11366 members 
Mstep: Class 29 contains 10905 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2379 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168697 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60657 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4112 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6518 members 
Mstep: Class 42 contains 9409 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4647 members 
Mstep: Class 54 contains 8167 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5890 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29872 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 5580 members 
Mstep: Class 73 contains 133280 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6039 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6449 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22259 members 
Mstep: Class 83 contains 4231 members 
Mstep: Class 84 contains 7070 members 
Mstep: Class 85 contains 28352 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8318 members 
Mstep: Class 88 contains 7801 members 
Mstep: Class 89 contains 7556 members 
Mstep: Class 90 contains 4833 members 
Mstep: Class 91 contains 7361 members 
Mstep: Class 92 contains 3774 members 
Mstep: Class 93 contains 8664 members 
Mstep: Class 94 contains 4959 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1911 members 
Mstep: Class 99 contains 2685 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7359 members 
Mstep: Class 102 contains 1746 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5957 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289216.000000 Penalty: 377274.406250
Iteration 325Q: 106 clusters Score -2.122892e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107790 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 50898 members 
Mstep: Class 9 contains 18784 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 3841 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33813 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24577 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11369 members 
Mstep: Class 29 contains 10904 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168698 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6516 members 
Mstep: Class 42 contains 9409 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2541 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33774 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8166 members 
Mstep: Class 55 contains 21439 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3323 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5891 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29873 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3091 members 
Mstep: Class 72 contains 5577 members 
Mstep: Class 73 contains 133281 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11869 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6038 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6451 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22261 members 
Mstep: Class 83 contains 4229 members 
Mstep: Class 84 contains 7068 members 
Mstep: Class 85 contains 28353 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8319 members 
Mstep: Class 88 contains 7803 members 
Mstep: Class 89 contains 7556 members 
Mstep: Class 90 contains 4836 members 
Mstep: Class 91 contains 7361 members 
Mstep: Class 92 contains 3773 members 
Mstep: Class 93 contains 8663 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7358 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5959 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289456.000000 Penalty: 377274.406250
Iteration 326Q: 106 clusters Score -2.122895e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107789 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 50894 members 
Mstep: Class 9 contains 18783 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 3839 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24576 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10904 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168698 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6514 members 
Mstep: Class 42 contains 9410 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2545 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8167 members 
Mstep: Class 55 contains 21440 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7396 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3324 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29873 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3086 members 
Mstep: Class 72 contains 5577 members 
Mstep: Class 73 contains 133282 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11870 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6041 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6451 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22260 members 
Mstep: Class 83 contains 4231 members 
Mstep: Class 84 contains 7066 members 
Mstep: Class 85 contains 28358 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8320 members 
Mstep: Class 88 contains 7806 members 
Mstep: Class 89 contains 7558 members 
Mstep: Class 90 contains 4834 members 
Mstep: Class 91 contains 7361 members 
Mstep: Class 92 contains 3773 members 
Mstep: Class 93 contains 8661 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7357 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5961 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289552.000000 Penalty: 377274.406250
Iteration 327Q: 106 clusters Score -2.122896e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107788 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50892 members 
Mstep: Class 9 contains 18781 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3834 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248093 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24574 members 
Mstep: Class 26 contains 7339 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10904 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7041 members 
Mstep: Class 33 contains 168692 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6512 members 
Mstep: Class 42 contains 9410 members 
Mstep: Class 43 contains 10104 members 
Mstep: Class 44 contains 51175 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2548 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8169 members 
Mstep: Class 55 contains 21443 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7397 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29873 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3089 members 
Mstep: Class 72 contains 5577 members 
Mstep: Class 73 contains 133282 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6044 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6451 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22260 members 
Mstep: Class 83 contains 4234 members 
Mstep: Class 84 contains 7068 members 
Mstep: Class 85 contains 28359 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8321 members 
Mstep: Class 88 contains 7810 members 
Mstep: Class 89 contains 7558 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7360 members 
Mstep: Class 92 contains 3774 members 
Mstep: Class 93 contains 8661 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5545 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7357 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289504.000000 Penalty: 377274.406250
Iteration 328Q: 106 clusters Score -2.122895e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107787 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 50891 members 
Mstep: Class 9 contains 18780 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248093 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24566 members 
Mstep: Class 26 contains 7336 members 
Mstep: Class 27 contains 11331 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 168690 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9411 members 
Mstep: Class 43 contains 10105 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2548 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2634 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21445 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7397 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29874 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5575 members 
Mstep: Class 73 contains 133283 members 
Mstep: Class 74 contains 13689 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6047 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6451 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22260 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7069 members 
Mstep: Class 85 contains 28364 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8321 members 
Mstep: Class 88 contains 7812 members 
Mstep: Class 89 contains 7558 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3776 members 
Mstep: Class 93 contains 8660 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7356 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289536.000000 Penalty: 377274.406250
Iteration 329Q: 106 clusters Score -2.122895e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107785 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50888 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 57602 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248093 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24562 members 
Mstep: Class 26 contains 7335 members 
Mstep: Class 27 contains 11331 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168686 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60656 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9411 members 
Mstep: Class 43 contains 10109 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2550 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21445 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7398 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29877 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5571 members 
Mstep: Class 73 contains 133284 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6048 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22259 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7071 members 
Mstep: Class 85 contains 28367 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8324 members 
Mstep: Class 88 contains 7813 members 
Mstep: Class 89 contains 7558 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7358 members 
Mstep: Class 92 contains 3779 members 
Mstep: Class 93 contains 8660 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7355 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289456.000000 Penalty: 377274.406250
Iteration 330Q: 106 clusters Score -2.122895e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107786 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50881 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24560 members 
Mstep: Class 26 contains 7335 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168687 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10111 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2550 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43320 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21445 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7398 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5760 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29882 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3090 members 
Mstep: Class 72 contains 5568 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13688 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6050 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22258 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7070 members 
Mstep: Class 85 contains 28369 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8324 members 
Mstep: Class 88 contains 7813 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7358 members 
Mstep: Class 92 contains 3784 members 
Mstep: Class 93 contains 8659 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7353 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289344.000000 Penalty: 377274.406250
Iteration 331Q: 106 clusters Score -2.122893e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107785 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50878 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 57599 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24558 members 
Mstep: Class 26 contains 7333 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168683 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4110 members 
Mstep: Class 39 contains 19448 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9411 members 
Mstep: Class 43 contains 10116 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2548 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43319 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8172 members 
Mstep: Class 55 contains 21446 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29884 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 5566 members 
Mstep: Class 73 contains 133284 members 
Mstep: Class 74 contains 13690 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6051 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22256 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7070 members 
Mstep: Class 85 contains 28373 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8327 members 
Mstep: Class 88 contains 7813 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7358 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8658 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7353 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289360.000000 Penalty: 377274.406250
Iteration 332Q: 106 clusters Score -2.122894e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107784 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50876 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 57597 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24557 members 
Mstep: Class 26 contains 7330 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168682 members 
Mstep: Class 34 contains 5059 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4109 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10117 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2547 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43318 members 
Mstep: Class 51 contains 33773 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8169 members 
Mstep: Class 55 contains 21449 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5892 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29886 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3091 members 
Mstep: Class 72 contains 5566 members 
Mstep: Class 73 contains 133284 members 
Mstep: Class 74 contains 13691 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6050 members 
Mstep: Class 78 contains 15269 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22256 members 
Mstep: Class 83 contains 4236 members 
Mstep: Class 84 contains 7071 members 
Mstep: Class 85 contains 28374 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8332 members 
Mstep: Class 88 contains 7813 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7353 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289264.000000 Penalty: 377274.406250
Iteration 333Q: 106 clusters Score -2.122893e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107784 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50877 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 57597 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140249 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24554 members 
Mstep: Class 26 contains 7326 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168676 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4108 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10121 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2550 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43317 members 
Mstep: Class 51 contains 33772 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8170 members 
Mstep: Class 55 contains 21451 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5893 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29888 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 5566 members 
Mstep: Class 73 contains 133284 members 
Mstep: Class 74 contains 13691 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15268 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22255 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28374 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8335 members 
Mstep: Class 88 contains 7813 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7353 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289296.000000 Penalty: 377274.406250
Iteration 334Q: 106 clusters Score -2.122893e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107784 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50873 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 57598 members 
Mstep: Class 16 contains 51654 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140250 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24552 members 
Mstep: Class 26 contains 7323 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168675 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4108 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10120 members 
Mstep: Class 44 contains 51173 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43317 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8172 members 
Mstep: Class 55 contains 21452 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29892 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 5566 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13691 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15267 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22255 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28378 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8337 members 
Mstep: Class 88 contains 7812 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7353 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289344.000000 Penalty: 377274.406250
Iteration 335Q: 106 clusters Score -2.122893e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107784 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50871 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 15 contains 57597 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248095 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140251 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24552 members 
Mstep: Class 26 contains 7320 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2383 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168674 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4108 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10120 members 
Mstep: Class 44 contains 51174 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43316 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21454 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29896 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3092 members 
Mstep: Class 72 contains 5566 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13693 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15265 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22255 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28379 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8335 members 
Mstep: Class 88 contains 7813 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5547 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2684 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7353 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289408.000000 Penalty: 377274.406250
Iteration 336Q: 106 clusters Score -2.122894e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107782 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50869 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3822 members 
Mstep: Class 15 contains 57597 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7319 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2385 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168672 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4108 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10120 members 
Mstep: Class 44 contains 51175 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43315 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21455 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29897 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13696 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22255 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28380 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8337 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5546 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7352 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289424.000000 Penalty: 377274.406250
Iteration 337Q: 106 clusters Score -2.122894e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107780 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50866 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3822 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248093 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24549 members 
Mstep: Class 26 contains 7320 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168672 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4108 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10121 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21456 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5564 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13700 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28382 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8339 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7559 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7351 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289408.000000 Penalty: 377274.406250
Iteration 338Q: 106 clusters Score -2.122894e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107778 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51654 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248094 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7319 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168669 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10122 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21458 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13701 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28386 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8340 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8657 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7352 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289344.000000 Penalty: 377274.406250
Iteration 339Q: 106 clusters Score -2.122893e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107777 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248093 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7317 members 
Mstep: Class 27 contains 11328 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168670 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60655 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21460 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133284 members 
Mstep: Class 74 contains 13701 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8342 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7352 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289360.000000 Penalty: 377274.406250
Iteration 340F: 106 clusters Score -2.122894e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107776 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140254 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168669 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133283 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8345 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7351 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289344.000000 Penalty: 377274.406250
Iteration 341Q: 106 clusters Score -2.122893e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140254 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168670 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133283 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8346 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7350 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289328.000000 Penalty: 377274.406250
Iteration 342Q: 106 clusters Score -2.122893e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140254 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168670 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133284 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8347 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289296.000000 Penalty: 377274.406250
Iteration 343Q: 106 clusters Score -2.122893e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168668 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289264.000000 Penalty: 377274.406250
Iteration 344Q: 106 clusters Score -2.122893e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168668 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133285 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289280.000000 Penalty: 377274.406250
Iteration 345Q: 106 clusters Score -2.122893e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168667 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133286 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289296.000000 Penalty: 377274.406250
Iteration 346Q: 106 clusters Score -2.122893e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168666 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133287 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289280.000000 Penalty: 377274.406250
Iteration 347Q: 106 clusters Score -2.122893e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168665 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133288 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289296.000000 Penalty: 377274.406250
Iteration 348Q: 106 clusters Score -2.122893e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168664 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133289 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289280.000000 Penalty: 377274.406250
Iteration 349Q: 106 clusters Score -2.122893e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168663 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133290 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289280.000000 Penalty: 377274.406250
Iteration 350Q: 106 clusters Score -2.122893e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289264.000000 Penalty: 377274.406250
Iteration 351Q: 106 clusters Score -2.122893e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289264.000000 Penalty: 377274.406250
Iteration 352F: 106 clusters Score -2.122893e+08 nChanged 0
Entering ConstructFrom: 
Score: -212289264.000000 Penalty: 377274.406250
Entering ConstructFrom: 
Trying to split cluster 1 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -1877746.875000 Penalty: 2408.371582
	Iteration 0F: 2 clusters Score -1877747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1865935.250000 Penalty: 4816.743164
	Iteration 0F: 3 clusters Score -1865935 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1869651.000000 Penalty: 4816.743164
	Iteration 1F: 3 clusters Score -1869651 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1870056.375000 Penalty: 4816.743164
	Iteration 2F: 3 clusters Score -1870056 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1870475.500000 Penalty: 4816.743164
	Iteration 3F: 3 clusters Score -1870476 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1870947.375000 Penalty: 4816.743164
	Iteration 4F: 3 clusters Score -1870947 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1871519.875000 Penalty: 4816.743164
	Iteration 5F: 3 clusters Score -1871520 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1872267.875000 Penalty: 4816.743164
	Iteration 6F: 3 clusters Score -1872268 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1873080.125000 Penalty: 4816.743164
	Iteration 7F: 3 clusters Score -1873080 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1873901.125000 Penalty: 4816.743164
	Iteration 8F: 3 clusters Score -1873901 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1874586.875000 Penalty: 4816.743164
	Iteration 9F: 3 clusters Score -1874587 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1875096.875000 Penalty: 4816.743164
	Iteration 10Q: 3 clusters Score -1875097 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1875479.250000 Penalty: 4816.743164
	Iteration 11Q: 3 clusters Score -1875479 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1875776.000000 Penalty: 4816.743164
	Iteration 12Q: 3 clusters Score -1875776 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1875993.000000 Penalty: 4816.743164
	Iteration 13Q: 3 clusters Score -1875993 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1876166.375000 Penalty: 4816.743164
	Iteration 14Q: 3 clusters Score -1876166 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1876300.125000 Penalty: 4816.743164
	Iteration 15Q: 3 clusters Score -1876300 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1876419.750000 Penalty: 4816.743164
	Iteration 16Q: 3 clusters Score -1876420 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1876511.125000 Penalty: 4816.743164
	Iteration 17Q: 3 clusters Score -1876511 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1876588.375000 Penalty: 4816.743164
	Iteration 18Q: 3 clusters Score -1876588 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1876656.375000 Penalty: 4816.743164
	Iteration 19Q: 3 clusters Score -1876656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1876735.000000 Penalty: 4816.743164
	Iteration 20F: 3 clusters Score -1876735 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1876809.125000 Penalty: 4816.743164
	Iteration 21Q: 3 clusters Score -1876809 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1876884.500000 Penalty: 4816.743164
	Iteration 22Q: 3 clusters Score -1876884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1876970.500000 Penalty: 4816.743164
	Iteration 23Q: 3 clusters Score -1876970 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1877037.500000 Penalty: 4816.743164
	Iteration 24Q: 3 clusters Score -1877038 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1877090.000000 Penalty: 4816.743164
	Iteration 25Q: 3 clusters Score -1877090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1877133.625000 Penalty: 4816.743164
	Iteration 26Q: 3 clusters Score -1877134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1877174.250000 Penalty: 4816.743164
	Iteration 27Q: 3 clusters Score -1877174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1877199.250000 Penalty: 4816.743164
	Iteration 28Q: 3 clusters Score -1877199 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1877223.875000 Penalty: 4816.743164
	Iteration 29Q: 3 clusters Score -1877224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1877236.250000 Penalty: 4816.743164
	Iteration 30Q: 3 clusters Score -1877236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1877249.375000 Penalty: 4816.743164
	Iteration 31Q: 3 clusters Score -1877249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1877264.375000 Penalty: 4816.743164
	Iteration 32Q: 3 clusters Score -1877264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1877277.500000 Penalty: 4816.743164
	Iteration 33Q: 3 clusters Score -1877278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1877281.875000 Penalty: 4816.743164
	Iteration 34Q: 3 clusters Score -1877282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1877293.375000 Penalty: 4816.743164
	Iteration 35Q: 3 clusters Score -1877293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1877296.000000 Penalty: 4816.743164
	Iteration 36Q: 3 clusters Score -1877296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1877306.375000 Penalty: 4816.743164
	Iteration 37Q: 3 clusters Score -1877306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1877310.750000 Penalty: 4816.743164
	Iteration 38Q: 3 clusters Score -1877311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1877309.875000 Penalty: 4816.743164
	Iteration 39Q: 3 clusters Score -1877310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1877314.125000 Penalty: 4816.743164
	Iteration 40F: 3 clusters Score -1877314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1877319.875000 Penalty: 4816.743164
	Iteration 41Q: 3 clusters Score -1877320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1877322.125000 Penalty: 4816.743164
	Iteration 42Q: 3 clusters Score -1877322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1877323.625000 Penalty: 4816.743164
	Iteration 43Q: 3 clusters Score -1877324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1877323.250000 Penalty: 4816.743164
	Iteration 44Q: 3 clusters Score -1877323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1877328.375000 Penalty: 4816.743164
	Iteration 45Q: 3 clusters Score -1877328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1877331.500000 Penalty: 4816.743164
	Iteration 46Q: 3 clusters Score -1877332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1877333.000000 Penalty: 4816.743164
	Iteration 47Q: 3 clusters Score -1877333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1877332.500000 Penalty: 4816.743164
	Iteration 48Q: 3 clusters Score -1877332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1877337.875000 Penalty: 4816.743164
	Iteration 49Q: 3 clusters Score -1877338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1877340.000000 Penalty: 4816.743164
	Iteration 50Q: 3 clusters Score -1877340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1877340.000000 Penalty: 4816.743164
	Iteration 51Q: 3 clusters Score -1877340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1877344.375000 Penalty: 4816.743164
	Iteration 52Q: 3 clusters Score -1877344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1877342.875000 Penalty: 4816.743164
	Iteration 53Q: 3 clusters Score -1877343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1877343.625000 Penalty: 4816.743164
	Iteration 54Q: 3 clusters Score -1877344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1877343.750000 Penalty: 4816.743164
	Iteration 55Q: 3 clusters Score -1877344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1877346.125000 Penalty: 4816.743164
	Iteration 56Q: 3 clusters Score -1877346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1877343.375000 Penalty: 4816.743164
	Iteration 57Q: 3 clusters Score -1877343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1877339.750000 Penalty: 4816.743164
	Iteration 58Q: 3 clusters Score -1877340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1877344.875000 Penalty: 4816.743164
	Iteration 59Q: 3 clusters Score -1877345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1877346.000000 Penalty: 4816.743164
	Iteration 60F: 3 clusters Score -1877346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1877346.625000 Penalty: 4816.743164
	Iteration 61Q: 3 clusters Score -1877347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1877349.000000 Penalty: 4816.743164
	Iteration 62Q: 3 clusters Score -1877349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1877352.125000 Penalty: 4816.743164
	Iteration 63Q: 3 clusters Score -1877352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1877352.250000 Penalty: 4816.743164
	Iteration 64Q: 3 clusters Score -1877352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1877354.875000 Penalty: 4816.743164
	Iteration 65Q: 3 clusters Score -1877355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1877359.750000 Penalty: 4816.743164
	Iteration 66Q: 3 clusters Score -1877360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1877361.625000 Penalty: 4816.743164
	Iteration 67Q: 3 clusters Score -1877362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1877363.500000 Penalty: 4816.743164
	Iteration 68Q: 3 clusters Score -1877364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1877368.500000 Penalty: 4816.743164
	Iteration 69Q: 3 clusters Score -1877368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1877374.875000 Penalty: 4816.743164
	Iteration 70Q: 3 clusters Score -1877375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1877380.125000 Penalty: 4816.743164
	Iteration 71Q: 3 clusters Score -1877380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1877385.875000 Penalty: 4816.743164
	Iteration 72Q: 3 clusters Score -1877386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1877390.875000 Penalty: 4816.743164
	Iteration 73Q: 3 clusters Score -1877391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1877391.375000 Penalty: 4816.743164
	Iteration 74Q: 3 clusters Score -1877391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1877393.000000 Penalty: 4816.743164
	Iteration 75Q: 3 clusters Score -1877393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1877396.625000 Penalty: 4816.743164
	Iteration 76Q: 3 clusters Score -1877397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1877401.625000 Penalty: 4816.743164
	Iteration 77Q: 3 clusters Score -1877402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1877405.250000 Penalty: 4816.743164
	Iteration 78Q: 3 clusters Score -1877405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1877407.625000 Penalty: 4816.743164
	Iteration 79Q: 3 clusters Score -1877408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1877401.500000 Penalty: 4816.743164
	Iteration 80F: 3 clusters Score -1877402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1877403.375000 Penalty: 4816.743164
	Iteration 81Q: 3 clusters Score -1877403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1877401.500000 Penalty: 4816.743164
	Iteration 82Q: 3 clusters Score -1877402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1877407.875000 Penalty: 4816.743164
	Iteration 83Q: 3 clusters Score -1877408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1877406.375000 Penalty: 4816.743164
	Iteration 84Q: 3 clusters Score -1877406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1877407.625000 Penalty: 4816.743164
	Iteration 85Q: 3 clusters Score -1877408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1877407.250000 Penalty: 4816.743164
	Iteration 86Q: 3 clusters Score -1877407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1877410.625000 Penalty: 4816.743164
	Iteration 87Q: 3 clusters Score -1877411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1877410.875000 Penalty: 4816.743164
	Iteration 88Q: 3 clusters Score -1877411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1877412.375000 Penalty: 4816.743164
	Iteration 89Q: 3 clusters Score -1877412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1877412.375000 Penalty: 4816.743164
	Iteration 90F: 3 clusters Score -1877412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Entering Unmasked Estep 
Score: -1955170.625000 Penalty: 2415.599609
	Iteration 0F: 2 clusters Score -1955171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1942994.625000 Penalty: 4831.199219
	Iteration 0F: 3 clusters Score -1942995 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1947264.875000 Penalty: 4831.199219
	Iteration 1F: 3 clusters Score -1947265 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1947906.250000 Penalty: 4831.199219
	Iteration 2F: 3 clusters Score -1947906 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1948609.375000 Penalty: 4831.199219
	Iteration 3F: 3 clusters Score -1948609 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1949369.750000 Penalty: 4831.199219
	Iteration 4F: 3 clusters Score -1949370 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1950075.750000 Penalty: 4831.199219
	Iteration 5F: 3 clusters Score -1950076 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1950626.750000 Penalty: 4831.199219
	Iteration 6F: 3 clusters Score -1950627 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1951028.625000 Penalty: 4831.199219
	Iteration 7Q: 3 clusters Score -1951029 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1951332.375000 Penalty: 4831.199219
	Iteration 8Q: 3 clusters Score -1951332 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1951589.000000 Penalty: 4831.199219
	Iteration 9Q: 3 clusters Score -1951589 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1951818.750000 Penalty: 4831.199219
	Iteration 10Q: 3 clusters Score -1951819 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1951996.250000 Penalty: 4831.199219
	Iteration 11Q: 3 clusters Score -1951996 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1952159.375000 Penalty: 4831.199219
	Iteration 12Q: 3 clusters Score -1952159 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1952299.875000 Penalty: 4831.199219
	Iteration 13Q: 3 clusters Score -1952300 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1952466.125000 Penalty: 4831.199219
	Iteration 14Q: 3 clusters Score -1952466 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1952639.625000 Penalty: 4831.199219
	Iteration 15Q: 3 clusters Score -1952640 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1952851.250000 Penalty: 4831.199219
	Iteration 16Q: 3 clusters Score -1952851 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1953057.875000 Penalty: 4831.199219
	Iteration 17Q: 3 clusters Score -1953058 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1953244.625000 Penalty: 4831.199219
	Iteration 18Q: 3 clusters Score -1953245 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1953387.250000 Penalty: 4831.199219
	Iteration 19Q: 3 clusters Score -1953387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1953471.125000 Penalty: 4831.199219
	Iteration 20F: 3 clusters Score -1953471 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1953522.875000 Penalty: 4831.199219
	Iteration 21Q: 3 clusters Score -1953523 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1953568.875000 Penalty: 4831.199219
	Iteration 22Q: 3 clusters Score -1953569 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1953591.875000 Penalty: 4831.199219
	Iteration 23Q: 3 clusters Score -1953592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1953606.125000 Penalty: 4831.199219
	Iteration 24Q: 3 clusters Score -1953606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1953621.375000 Penalty: 4831.199219
	Iteration 25Q: 3 clusters Score -1953621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1953632.125000 Penalty: 4831.199219
	Iteration 26Q: 3 clusters Score -1953632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1953638.250000 Penalty: 4831.199219
	Iteration 27Q: 3 clusters Score -1953638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1953648.375000 Penalty: 4831.199219
	Iteration 28Q: 3 clusters Score -1953648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1953650.750000 Penalty: 4831.199219
	Iteration 29Q: 3 clusters Score -1953651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1953654.250000 Penalty: 4831.199219
	Iteration 30Q: 3 clusters Score -1953654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1953658.000000 Penalty: 4831.199219
	Iteration 31Q: 3 clusters Score -1953658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1953663.000000 Penalty: 4831.199219
	Iteration 32Q: 3 clusters Score -1953663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1953661.625000 Penalty: 4831.199219
	Iteration 33Q: 3 clusters Score -1953662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1953659.125000 Penalty: 4831.199219
	Iteration 34Q: 3 clusters Score -1953659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1953657.000000 Penalty: 4831.199219
	Iteration 35Q: 3 clusters Score -1953657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1953662.750000 Penalty: 4831.199219
	Iteration 36Q: 3 clusters Score -1953663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1953664.875000 Penalty: 4831.199219
	Iteration 37Q: 3 clusters Score -1953665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1953659.375000 Penalty: 4831.199219
	Iteration 38Q: 3 clusters Score -1953659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1953666.125000 Penalty: 4831.199219
	Iteration 39Q: 3 clusters Score -1953666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1953668.375000 Penalty: 4831.199219
	Iteration 40F: 3 clusters Score -1953668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1953667.125000 Penalty: 4831.199219
	Iteration 41Q: 3 clusters Score -1953667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1953666.750000 Penalty: 4831.199219
	Iteration 42Q: 3 clusters Score -1953667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1953664.000000 Penalty: 4831.199219
	Iteration 43Q: 3 clusters Score -1953664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1953663.375000 Penalty: 4831.199219
	Iteration 44Q: 3 clusters Score -1953663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1953661.000000 Penalty: 4831.199219
	Iteration 45Q: 3 clusters Score -1953661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1953661.000000 Penalty: 4831.199219
	Iteration 46F: 3 clusters Score -1953661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Entering Unmasked Estep 
Score: -12255312.000000 Penalty: 2873.774658
	Iteration 0F: 2 clusters Score -1.225531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -12183130.000000 Penalty: 5747.549316
	Iteration 0F: 3 clusters Score -1.218313e+07 nChanged 51383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -12214066.000000 Penalty: 5747.549316
	Iteration 1F: 3 clusters Score -1.221407e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -12216433.000000 Penalty: 5747.549316
	Iteration 2Q: 3 clusters Score -1.221643e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -12219381.000000 Penalty: 5747.549316
	Iteration 3F: 3 clusters Score -1.221938e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -12223165.000000 Penalty: 5747.549316
	Iteration 4F: 3 clusters Score -1.222316e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -12228014.000000 Penalty: 5747.549316
	Iteration 5F: 3 clusters Score -1.222801e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -12232933.000000 Penalty: 5747.549316
	Iteration 6F: 3 clusters Score -1.223293e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -12236960.000000 Penalty: 5747.549316
	Iteration 7F: 3 clusters Score -1.223696e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -12239777.000000 Penalty: 5747.549316
	Iteration 8F: 3 clusters Score -1.223978e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -12241648.000000 Penalty: 5747.549316
	Iteration 9Q: 3 clusters Score -1.224165e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -12242979.000000 Penalty: 5747.549316
	Iteration 10Q: 3 clusters Score -1.224298e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -12243876.000000 Penalty: 5747.549316
	Iteration 11Q: 3 clusters Score -1.224388e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -12244478.000000 Penalty: 5747.549316
	Iteration 12Q: 3 clusters Score -1.224448e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -12244999.000000 Penalty: 5747.549316
	Iteration 13Q: 3 clusters Score -1.2245e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -12245389.000000 Penalty: 5747.549316
	Iteration 14Q: 3 clusters Score -1.224539e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -12245676.000000 Penalty: 5747.549316
	Iteration 15Q: 3 clusters Score -1.224568e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -12245828.000000 Penalty: 5747.549316
	Iteration 16Q: 3 clusters Score -1.224583e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -12246027.000000 Penalty: 5747.549316
	Iteration 17Q: 3 clusters Score -1.224603e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -12246196.000000 Penalty: 5747.549316
	Iteration 18Q: 3 clusters Score -1.22462e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -12246317.000000 Penalty: 5747.549316
	Iteration 19Q: 3 clusters Score -1.224632e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -12246428.000000 Penalty: 5747.549316
	Iteration 20F: 3 clusters Score -1.224643e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -12246524.000000 Penalty: 5747.549316
	Iteration 21Q: 3 clusters Score -1.224652e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -12246588.000000 Penalty: 5747.549316
	Iteration 22Q: 3 clusters Score -1.224659e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -12246682.000000 Penalty: 5747.549316
	Iteration 23Q: 3 clusters Score -1.224668e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -12246777.000000 Penalty: 5747.549316
	Iteration 24Q: 3 clusters Score -1.224678e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -12246767.000000 Penalty: 5747.549316
	Iteration 25Q: 3 clusters Score -1.224677e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -12246900.000000 Penalty: 5747.549316
	Iteration 26Q: 3 clusters Score -1.22469e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -12246971.000000 Penalty: 5747.549316
	Iteration 27Q: 3 clusters Score -1.224697e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -12247053.000000 Penalty: 5747.549316
	Iteration 28Q: 3 clusters Score -1.224705e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -12247157.000000 Penalty: 5747.549316
	Iteration 29Q: 3 clusters Score -1.224716e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -12247270.000000 Penalty: 5747.549316
	Iteration 30Q: 3 clusters Score -1.224727e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -12247360.000000 Penalty: 5747.549316
	Iteration 31Q: 3 clusters Score -1.224736e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -12247452.000000 Penalty: 5747.549316
	Iteration 32Q: 3 clusters Score -1.224745e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -12247610.000000 Penalty: 5747.549316
	Iteration 33Q: 3 clusters Score -1.224761e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -12247739.000000 Penalty: 5747.549316
	Iteration 34Q: 3 clusters Score -1.224774e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -12247799.000000 Penalty: 5747.549316
	Iteration 35Q: 3 clusters Score -1.22478e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -12247954.000000 Penalty: 5747.549316
	Iteration 36Q: 3 clusters Score -1.224795e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -12248158.000000 Penalty: 5747.549316
	Iteration 37Q: 3 clusters Score -1.224816e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -12248317.000000 Penalty: 5747.549316
	Iteration 38Q: 3 clusters Score -1.224832e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -12248492.000000 Penalty: 5747.549316
	Iteration 39Q: 3 clusters Score -1.224849e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -12248745.000000 Penalty: 5747.549316
	Iteration 40F: 3 clusters Score -1.224874e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -12248962.000000 Penalty: 5747.549316
	Iteration 41Q: 3 clusters Score -1.224896e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -12249114.000000 Penalty: 5747.549316
	Iteration 42Q: 3 clusters Score -1.224911e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -12249284.000000 Penalty: 5747.549316
	Iteration 43Q: 3 clusters Score -1.224928e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -12249494.000000 Penalty: 5747.549316
	Iteration 44Q: 3 clusters Score -1.224949e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -12249715.000000 Penalty: 5747.549316
	Iteration 45Q: 3 clusters Score -1.224972e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -12250004.000000 Penalty: 5747.549316
	Iteration 46Q: 3 clusters Score -1.225e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -12250216.000000 Penalty: 5747.549316
	Iteration 47Q: 3 clusters Score -1.225022e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -12250607.000000 Penalty: 5747.549316
	Iteration 48Q: 3 clusters Score -1.225061e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -12250986.000000 Penalty: 5747.549316
	Iteration 49Q: 3 clusters Score -1.225099e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -12251609.000000 Penalty: 5747.549316
	Iteration 50Q: 3 clusters Score -1.225161e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -12252526.000000 Penalty: 5747.549316
	Iteration 51Q: 3 clusters Score -1.225253e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -12253624.000000 Penalty: 5747.549316
	Iteration 52Q: 3 clusters Score -1.225362e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -12254801.000000 Penalty: 5747.549316
	Iteration 53Q: 3 clusters Score -1.22548e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -12255640.000000 Penalty: 5747.549316
	Iteration 54Q: 3 clusters Score -1.225564e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -12256118.000000 Penalty: 5747.549316
	Iteration 55Q: 3 clusters Score -1.225612e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92548 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -12256441.000000 Penalty: 5747.549316
	Iteration 56Q: 3 clusters Score -1.225644e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -12256573.000000 Penalty: 5747.549316
	Iteration 57Q: 3 clusters Score -1.225657e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -12256688.000000 Penalty: 5747.549316
	Iteration 58Q: 3 clusters Score -1.225669e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -12256758.000000 Penalty: 5747.549316
	Iteration 59Q: 3 clusters Score -1.225676e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -12256841.000000 Penalty: 5747.549316
	Iteration 60F: 3 clusters Score -1.225684e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -12256903.000000 Penalty: 5747.549316
	Iteration 61Q: 3 clusters Score -1.22569e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -12256910.000000 Penalty: 5747.549316
	Iteration 62Q: 3 clusters Score -1.225691e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -12256944.000000 Penalty: 5747.549316
	Iteration 63Q: 3 clusters Score -1.225694e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -12256950.000000 Penalty: 5747.549316
	Iteration 64Q: 3 clusters Score -1.225695e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -12256979.000000 Penalty: 5747.549316
	Iteration 65Q: 3 clusters Score -1.225698e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -12257012.000000 Penalty: 5747.549316
	Iteration 66Q: 3 clusters Score -1.225701e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -12257023.000000 Penalty: 5747.549316
	Iteration 67Q: 3 clusters Score -1.225702e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -12257038.000000 Penalty: 5747.549316
	Iteration 68Q: 3 clusters Score -1.225704e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -12257035.000000 Penalty: 5747.549316
	Iteration 69Q: 3 clusters Score -1.225704e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -12257057.000000 Penalty: 5747.549316
	Iteration 70Q: 3 clusters Score -1.225706e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95503 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -12257063.000000 Penalty: 5747.549316
	Iteration 71Q: 3 clusters Score -1.225706e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -12257034.000000 Penalty: 5747.549316
	Iteration 72Q: 3 clusters Score -1.225703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -12257049.000000 Penalty: 5747.549316
	Iteration 73Q: 3 clusters Score -1.225705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -12257066.000000 Penalty: 5747.549316
	Iteration 74Q: 3 clusters Score -1.225707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -12257073.000000 Penalty: 5747.549316
	Iteration 75Q: 3 clusters Score -1.225707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -12257069.000000 Penalty: 5747.549316
	Iteration 76Q: 3 clusters Score -1.225707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -12257063.000000 Penalty: 5747.549316
	Iteration 77Q: 3 clusters Score -1.225706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -12257066.000000 Penalty: 5747.549316
	Iteration 78Q: 3 clusters Score -1.225707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -12257069.000000 Penalty: 5747.549316
	Iteration 79Q: 3 clusters Score -1.225707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -12257078.000000 Penalty: 5747.549316
	Iteration 80F: 3 clusters Score -1.225708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -12257063.000000 Penalty: 5747.549316
	Iteration 81Q: 3 clusters Score -1.225706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -12257057.000000 Penalty: 5747.549316
	Iteration 82Q: 3 clusters Score -1.225706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95778 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -12257063.000000 Penalty: 5747.549316
	Iteration 83Q: 3 clusters Score -1.225706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -12257064.000000 Penalty: 5747.549316
	Iteration 84Q: 3 clusters Score -1.225706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -12257062.000000 Penalty: 5747.549316
	Iteration 85Q: 3 clusters Score -1.225706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -12257063.000000 Penalty: 5747.549316
	Iteration 86Q: 3 clusters Score -1.225706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -12257071.000000 Penalty: 5747.549316
	Iteration 87Q: 3 clusters Score -1.225707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -12257073.000000 Penalty: 5747.549316
	Iteration 88Q: 3 clusters Score -1.225707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -12257074.000000 Penalty: 5747.549316
	Iteration 89Q: 3 clusters Score -1.225707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -12257070.000000 Penalty: 5747.549316
	Iteration 90Q: 3 clusters Score -1.225707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -12257077.000000 Penalty: 5747.549316
	Iteration 91Q: 3 clusters Score -1.225708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -12257075.000000 Penalty: 5747.549316
	Iteration 92Q: 3 clusters Score -1.225708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -12257074.000000 Penalty: 5747.549316
	Iteration 93Q: 3 clusters Score -1.225707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -12257075.000000 Penalty: 5747.549316
	Iteration 94Q: 3 clusters Score -1.225708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -12257080.000000 Penalty: 5747.549316
	Iteration 95Q: 3 clusters Score -1.225708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -12257075.000000 Penalty: 5747.549316
	Iteration 96Q: 3 clusters Score -1.225708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -12257068.000000 Penalty: 5747.549316
	Iteration 97Q: 3 clusters Score -1.225707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -12257068.000000 Penalty: 5747.549316
	Iteration 98F: 3 clusters Score -1.225707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 95894 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Mstep: Class 106 contains 11881 members 
Entering Unmasked Estep 
Score: -212289104.000000 Penalty: 380867.500000
Splitting cluster 3 changes total score from -212289264.000000 to -212289104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -456380.750000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -456380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -452466.812500 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -452466.8 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -453400.968750 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -453401 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -453658.968750 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -453659 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -453871.156250 Penalty: 4125.005859
	Iteration 3F: 3 clusters Score -453871.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -454047.906250 Penalty: 4125.005859
	Iteration 4F: 3 clusters Score -454047.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -454192.156250 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -454192.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -454334.843750 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -454334.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -454447.687500 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -454447.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -454515.593750 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -454515.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -454580.437500 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -454580.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -454628.437500 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -454628.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -454658.875000 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -454658.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -454679.156250 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -454679.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -454693.562500 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -454693.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -454706.062500 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -454706.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -454712.750000 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -454712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -454718.468750 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -454718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -454721.718750 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -454721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -454723.187500 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -454723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -454725.218750 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -454725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -454725.906250 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -454725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -454727.562500 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -454727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -454729.625000 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -454729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -454730.750000 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -454730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -454732.843750 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -454732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -454732.906250 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -454732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -454733.968750 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -454734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -454737.531250 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -454737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -454738.781250 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -454738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -454740.750000 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -454740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -454742.187500 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -454742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -454743.656250 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -454743.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -454746.156250 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -454746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -454748.343750 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -454748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -454751.593750 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -454751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -454752.750000 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -454752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -454753.156250 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -454753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -454754.406250 Penalty: 4125.005859
	Iteration 37Q: 3 clusters Score -454754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -454758.000000 Penalty: 4125.005859
	Iteration 38Q: 3 clusters Score -454758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -454758.593750 Penalty: 4125.005859
	Iteration 39Q: 3 clusters Score -454758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -454758.093750 Penalty: 4125.005859
	Iteration 40F: 3 clusters Score -454758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -454758.968750 Penalty: 4125.005859
	Iteration 41Q: 3 clusters Score -454759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -454761.468750 Penalty: 4125.005859
	Iteration 42Q: 3 clusters Score -454761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -454761.468750 Penalty: 4125.005859
	Iteration 43F: 3 clusters Score -454761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Entering Unmasked Estep 
Score: -625629.187500 Penalty: 2156.236572
	Iteration 0F: 2 clusters Score -625629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -620463.500000 Penalty: 4312.473145
	Iteration 0F: 3 clusters Score -620463.5 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -621813.500000 Penalty: 4312.473145
	Iteration 1F: 3 clusters Score -621813.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -622065.187500 Penalty: 4312.473145
	Iteration 2F: 3 clusters Score -622065.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -622268.687500 Penalty: 4312.473145
	Iteration 3F: 3 clusters Score -622268.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -622460.125000 Penalty: 4312.473145
	Iteration 4Q: 3 clusters Score -622460.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -622621.062500 Penalty: 4312.473145
	Iteration 5Q: 3 clusters Score -622621.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -622804.437500 Penalty: 4312.473145
	Iteration 6Q: 3 clusters Score -622804.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -622996.625000 Penalty: 4312.473145
	Iteration 7Q: 3 clusters Score -622996.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -623225.937500 Penalty: 4312.473145
	Iteration 8Q: 3 clusters Score -623225.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -623473.437500 Penalty: 4312.473145
	Iteration 9Q: 3 clusters Score -623473.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -623733.375000 Penalty: 4312.473145
	Iteration 10Q: 3 clusters Score -623733.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -623979.500000 Penalty: 4312.473145
	Iteration 11Q: 3 clusters Score -623979.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -624172.312500 Penalty: 4312.473145
	Iteration 12Q: 3 clusters Score -624172.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -624314.250000 Penalty: 4312.473145
	Iteration 13Q: 3 clusters Score -624314.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -624408.437500 Penalty: 4312.473145
	Iteration 14Q: 3 clusters Score -624408.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -624496.562500 Penalty: 4312.473145
	Iteration 15Q: 3 clusters Score -624496.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -624566.437500 Penalty: 4312.473145
	Iteration 16Q: 3 clusters Score -624566.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -624601.125000 Penalty: 4312.473145
	Iteration 17Q: 3 clusters Score -624601.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -624621.375000 Penalty: 4312.473145
	Iteration 18Q: 3 clusters Score -624621.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -624631.625000 Penalty: 4312.473145
	Iteration 19Q: 3 clusters Score -624631.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -624641.750000 Penalty: 4312.473145
	Iteration 20F: 3 clusters Score -624641.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -624648.937500 Penalty: 4312.473145
	Iteration 21Q: 3 clusters Score -624648.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -624654.062500 Penalty: 4312.473145
	Iteration 22Q: 3 clusters Score -624654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -624657.125000 Penalty: 4312.473145
	Iteration 23Q: 3 clusters Score -624657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -624659.625000 Penalty: 4312.473145
	Iteration 24Q: 3 clusters Score -624659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -624661.937500 Penalty: 4312.473145
	Iteration 25Q: 3 clusters Score -624661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -624664.687500 Penalty: 4312.473145
	Iteration 26Q: 3 clusters Score -624664.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -624667.812500 Penalty: 4312.473145
	Iteration 27Q: 3 clusters Score -624667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -624671.187500 Penalty: 4312.473145
	Iteration 28Q: 3 clusters Score -624671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -624674.250000 Penalty: 4312.473145
	Iteration 29Q: 3 clusters Score -624674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -624677.000000 Penalty: 4312.473145
	Iteration 30Q: 3 clusters Score -624677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -624678.062500 Penalty: 4312.473145
	Iteration 31Q: 3 clusters Score -624678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -624678.062500 Penalty: 4312.473145
	Iteration 32Q: 3 clusters Score -624678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -624679.000000 Penalty: 4312.473145
	Iteration 33Q: 3 clusters Score -624679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -624678.500000 Penalty: 4312.473145
	Iteration 34Q: 3 clusters Score -624678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -624678.625000 Penalty: 4312.473145
	Iteration 35Q: 3 clusters Score -624678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -624679.875000 Penalty: 4312.473145
	Iteration 36Q: 3 clusters Score -624679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -624680.437500 Penalty: 4312.473145
	Iteration 37Q: 3 clusters Score -624680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -624684.375000 Penalty: 4312.473145
	Iteration 38Q: 3 clusters Score -624684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -624686.437500 Penalty: 4312.473145
	Iteration 39Q: 3 clusters Score -624686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -624686.750000 Penalty: 4312.473145
	Iteration 40F: 3 clusters Score -624686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -624688.687500 Penalty: 4312.473145
	Iteration 41Q: 3 clusters Score -624688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -624687.187500 Penalty: 4312.473145
	Iteration 42Q: 3 clusters Score -624687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -624689.062500 Penalty: 4312.473145
	Iteration 43Q: 3 clusters Score -624689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -624689.187500 Penalty: 4312.473145
	Iteration 44Q: 3 clusters Score -624689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -624689.875000 Penalty: 4312.473145
	Iteration 45Q: 3 clusters Score -624689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -624690.875000 Penalty: 4312.473145
	Iteration 46Q: 3 clusters Score -624690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -624691.000000 Penalty: 4312.473145
	Iteration 47Q: 3 clusters Score -624691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -624691.000000 Penalty: 4312.473145
	Iteration 48F: 3 clusters Score -624691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -89186.906250 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -89186.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87438.226562 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -87438.23 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87831.195312 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -87831.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88038.781250 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -88038.78 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -88217.773438 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -88217.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -88373.101562 Penalty: 3337.399902
	Iteration 4F: 3 clusters Score -88373.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88521.078125 Penalty: 3337.399902
	Iteration 5F: 3 clusters Score -88521.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88593.328125 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -88593.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -88640.468750 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -88640.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88676.960938 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -88676.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -88722.343750 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -88722.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -88756.289062 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -88756.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88799.710938 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -88799.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88862.265625 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -88862.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -88973.750000 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -88973.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -89076.500000 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -89076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89104.531250 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -89104.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89116.664062 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -89116.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -89117.843750 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -89117.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -89117.843750 Penalty: 3337.399902
	Iteration 18F: 3 clusters Score -89117.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -523625.687500 Penalty: 2095.914307
	Iteration 0F: 2 clusters Score -523625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -519274.562500 Penalty: 4191.828613
	Iteration 0F: 3 clusters Score -519274.6 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -520295.406250 Penalty: 4191.828613
	Iteration 1F: 3 clusters Score -520295.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -520505.437500 Penalty: 4191.828613
	Iteration 2F: 3 clusters Score -520505.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -520620.906250 Penalty: 4191.828613
	Iteration 3Q: 3 clusters Score -520620.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -520687.406250 Penalty: 4191.828613
	Iteration 4Q: 3 clusters Score -520687.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -520727.625000 Penalty: 4191.828613
	Iteration 5Q: 3 clusters Score -520727.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -520756.968750 Penalty: 4191.828613
	Iteration 6Q: 3 clusters Score -520757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -520787.187500 Penalty: 4191.828613
	Iteration 7Q: 3 clusters Score -520787.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -520822.500000 Penalty: 4191.828613
	Iteration 8Q: 3 clusters Score -520822.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -520853.187500 Penalty: 4191.828613
	Iteration 9Q: 3 clusters Score -520853.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -520878.593750 Penalty: 4191.828613
	Iteration 10Q: 3 clusters Score -520878.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -520900.718750 Penalty: 4191.828613
	Iteration 11Q: 3 clusters Score -520900.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -520929.656250 Penalty: 4191.828613
	Iteration 12Q: 3 clusters Score -520929.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -520952.156250 Penalty: 4191.828613
	Iteration 13Q: 3 clusters Score -520952.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -520970.687500 Penalty: 4191.828613
	Iteration 14Q: 3 clusters Score -520970.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -520988.500000 Penalty: 4191.828613
	Iteration 15Q: 3 clusters Score -520988.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -521009.281250 Penalty: 4191.828613
	Iteration 16Q: 3 clusters Score -521009.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -521033.468750 Penalty: 4191.828613
	Iteration 17Q: 3 clusters Score -521033.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -521049.218750 Penalty: 4191.828613
	Iteration 18Q: 3 clusters Score -521049.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -521064.750000 Penalty: 4191.828613
	Iteration 19Q: 3 clusters Score -521064.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521084.312500 Penalty: 4191.828613
	Iteration 20F: 3 clusters Score -521084.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521102.781250 Penalty: 4191.828613
	Iteration 21Q: 3 clusters Score -521102.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -521121.218750 Penalty: 4191.828613
	Iteration 22Q: 3 clusters Score -521121.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -521140.468750 Penalty: 4191.828613
	Iteration 23Q: 3 clusters Score -521140.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -521165.406250 Penalty: 4191.828613
	Iteration 24Q: 3 clusters Score -521165.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -521183.843750 Penalty: 4191.828613
	Iteration 25Q: 3 clusters Score -521183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -521207.406250 Penalty: 4191.828613
	Iteration 26Q: 3 clusters Score -521207.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -521232.437500 Penalty: 4191.828613
	Iteration 27Q: 3 clusters Score -521232.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -521259.156250 Penalty: 4191.828613
	Iteration 28Q: 3 clusters Score -521259.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -521281.812500 Penalty: 4191.828613
	Iteration 29Q: 3 clusters Score -521281.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -521307.625000 Penalty: 4191.828613
	Iteration 30Q: 3 clusters Score -521307.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -521339.406250 Penalty: 4191.828613
	Iteration 31Q: 3 clusters Score -521339.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -521369.156250 Penalty: 4191.828613
	Iteration 32Q: 3 clusters Score -521369.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -521406.156250 Penalty: 4191.828613
	Iteration 33Q: 3 clusters Score -521406.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -521454.531250 Penalty: 4191.828613
	Iteration 34Q: 3 clusters Score -521454.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -521524.312500 Penalty: 4191.828613
	Iteration 35Q: 3 clusters Score -521524.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -521596.968750 Penalty: 4191.828613
	Iteration 36Q: 3 clusters Score -521597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -521652.218750 Penalty: 4191.828613
	Iteration 37Q: 3 clusters Score -521652.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -521705.593750 Penalty: 4191.828613
	Iteration 38Q: 3 clusters Score -521705.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -521750.562500 Penalty: 4191.828613
	Iteration 39Q: 3 clusters Score -521750.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -521777.656250 Penalty: 4191.828613
	Iteration 40F: 3 clusters Score -521777.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -521805.125000 Penalty: 4191.828613
	Iteration 41Q: 3 clusters Score -521805.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -521826.312500 Penalty: 4191.828613
	Iteration 42Q: 3 clusters Score -521826.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -521849.437500 Penalty: 4191.828613
	Iteration 43Q: 3 clusters Score -521849.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -521874.500000 Penalty: 4191.828613
	Iteration 44Q: 3 clusters Score -521874.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -521903.843750 Penalty: 4191.828613
	Iteration 45Q: 3 clusters Score -521903.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -521952.312500 Penalty: 4191.828613
	Iteration 46Q: 3 clusters Score -521952.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -522005.750000 Penalty: 4191.828613
	Iteration 47Q: 3 clusters Score -522005.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -522058.187500 Penalty: 4191.828613
	Iteration 48Q: 3 clusters Score -522058.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -522103.468750 Penalty: 4191.828613
	Iteration 49Q: 3 clusters Score -522103.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -522142.625000 Penalty: 4191.828613
	Iteration 50Q: 3 clusters Score -522142.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -522175.250000 Penalty: 4191.828613
	Iteration 51Q: 3 clusters Score -522175.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -522211.312500 Penalty: 4191.828613
	Iteration 52Q: 3 clusters Score -522211.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -522230.656250 Penalty: 4191.828613
	Iteration 53Q: 3 clusters Score -522230.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -522243.968750 Penalty: 4191.828613
	Iteration 54Q: 3 clusters Score -522244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -522255.312500 Penalty: 4191.828613
	Iteration 55Q: 3 clusters Score -522255.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -522262.968750 Penalty: 4191.828613
	Iteration 56Q: 3 clusters Score -522263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -522266.781250 Penalty: 4191.828613
	Iteration 57Q: 3 clusters Score -522266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -522272.406250 Penalty: 4191.828613
	Iteration 58Q: 3 clusters Score -522272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -522275.718750 Penalty: 4191.828613
	Iteration 59Q: 3 clusters Score -522275.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -522279.406250 Penalty: 4191.828613
	Iteration 60F: 3 clusters Score -522279.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -522282.156250 Penalty: 4191.828613
	Iteration 61Q: 3 clusters Score -522282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -522288.187500 Penalty: 4191.828613
	Iteration 62Q: 3 clusters Score -522288.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -522293.281250 Penalty: 4191.828613
	Iteration 63Q: 3 clusters Score -522293.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -522297.312500 Penalty: 4191.828613
	Iteration 64Q: 3 clusters Score -522297.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -522299.218750 Penalty: 4191.828613
	Iteration 65Q: 3 clusters Score -522299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -522302.218750 Penalty: 4191.828613
	Iteration 66Q: 3 clusters Score -522302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -522303.250000 Penalty: 4191.828613
	Iteration 67Q: 3 clusters Score -522303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -522303.531250 Penalty: 4191.828613
	Iteration 68Q: 3 clusters Score -522303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -522304.687500 Penalty: 4191.828613
	Iteration 69Q: 3 clusters Score -522304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -522304.687500 Penalty: 4191.828613
	Iteration 70F: 3 clusters Score -522304.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Entering Unmasked Estep 
Score: -5794802.500000 Penalty: 2687.549072
	Iteration 0F: 2 clusters Score -5794802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5760451.000000 Penalty: 5375.098145
	Iteration 0F: 3 clusters Score -5760451 nChanged 23610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5773813.500000 Penalty: 5375.098145
	Iteration 1F: 3 clusters Score -5773814 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5774660.000000 Penalty: 5375.098145
	Iteration 2Q: 3 clusters Score -5774660 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5775583.500000 Penalty: 5375.098145
	Iteration 3Q: 3 clusters Score -5775584 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5776675.500000 Penalty: 5375.098145
	Iteration 4Q: 3 clusters Score -5776676 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5777888.500000 Penalty: 5375.098145
	Iteration 5F: 3 clusters Score -5777888 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5779304.500000 Penalty: 5375.098145
	Iteration 6F: 3 clusters Score -5779304 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5780702.500000 Penalty: 5375.098145
	Iteration 7F: 3 clusters Score -5780702 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5781880.000000 Penalty: 5375.098145
	Iteration 8Q: 3 clusters Score -5781880 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5782777.000000 Penalty: 5375.098145
	Iteration 9Q: 3 clusters Score -5782777 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5783597.000000 Penalty: 5375.098145
	Iteration 10Q: 3 clusters Score -5783597 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5784314.000000 Penalty: 5375.098145
	Iteration 11Q: 3 clusters Score -5784314 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -5785168.000000 Penalty: 5375.098145
	Iteration 12Q: 3 clusters Score -5785168 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -5786026.500000 Penalty: 5375.098145
	Iteration 13Q: 3 clusters Score -5786026 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -5787186.000000 Penalty: 5375.098145
	Iteration 14Q: 3 clusters Score -5787186 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5788366.000000 Penalty: 5375.098145
	Iteration 15Q: 3 clusters Score -5788366 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5789471.000000 Penalty: 5375.098145
	Iteration 16Q: 3 clusters Score -5789471 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5790264.000000 Penalty: 5375.098145
	Iteration 17Q: 3 clusters Score -5790264 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5790745.500000 Penalty: 5375.098145
	Iteration 18Q: 3 clusters Score -5790746 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5791101.500000 Penalty: 5375.098145
	Iteration 19Q: 3 clusters Score -5791102 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5791431.000000 Penalty: 5375.098145
	Iteration 20F: 3 clusters Score -5791431 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5791651.500000 Penalty: 5375.098145
	Iteration 21Q: 3 clusters Score -5791652 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5791830.500000 Penalty: 5375.098145
	Iteration 22Q: 3 clusters Score -5791830 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5792034.000000 Penalty: 5375.098145
	Iteration 23Q: 3 clusters Score -5792034 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -5792161.500000 Penalty: 5375.098145
	Iteration 24Q: 3 clusters Score -5792162 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -5792352.000000 Penalty: 5375.098145
	Iteration 25Q: 3 clusters Score -5792352 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -5792484.500000 Penalty: 5375.098145
	Iteration 26Q: 3 clusters Score -5792484 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -5792615.500000 Penalty: 5375.098145
	Iteration 27Q: 3 clusters Score -5792616 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -5792815.500000 Penalty: 5375.098145
	Iteration 28Q: 3 clusters Score -5792816 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5792975.000000 Penalty: 5375.098145
	Iteration 29Q: 3 clusters Score -5792975 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -5793133.000000 Penalty: 5375.098145
	Iteration 30Q: 3 clusters Score -5793133 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -5793334.000000 Penalty: 5375.098145
	Iteration 31Q: 3 clusters Score -5793334 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -5793527.500000 Penalty: 5375.098145
	Iteration 32Q: 3 clusters Score -5793528 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5793637.500000 Penalty: 5375.098145
	Iteration 33Q: 3 clusters Score -5793638 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5793715.000000 Penalty: 5375.098145
	Iteration 34Q: 3 clusters Score -5793715 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -5793762.000000 Penalty: 5375.098145
	Iteration 35Q: 3 clusters Score -5793762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5793797.500000 Penalty: 5375.098145
	Iteration 36Q: 3 clusters Score -5793798 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -5793806.000000 Penalty: 5375.098145
	Iteration 37Q: 3 clusters Score -5793806 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5793811.500000 Penalty: 5375.098145
	Iteration 38Q: 3 clusters Score -5793812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -5793839.000000 Penalty: 5375.098145
	Iteration 39Q: 3 clusters Score -5793839 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5793849.500000 Penalty: 5375.098145
	Iteration 40F: 3 clusters Score -5793850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -5793853.000000 Penalty: 5375.098145
	Iteration 41Q: 3 clusters Score -5793853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5793840.500000 Penalty: 5375.098145
	Iteration 42Q: 3 clusters Score -5793840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5793843.500000 Penalty: 5375.098145
	Iteration 43Q: 3 clusters Score -5793844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -5793851.000000 Penalty: 5375.098145
	Iteration 44Q: 3 clusters Score -5793851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5793847.000000 Penalty: 5375.098145
	Iteration 45Q: 3 clusters Score -5793847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -5793849.500000 Penalty: 5375.098145
	Iteration 46Q: 3 clusters Score -5793850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5793852.500000 Penalty: 5375.098145
	Iteration 47Q: 3 clusters Score -5793852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -5793847.500000 Penalty: 5375.098145
	Iteration 48Q: 3 clusters Score -5793848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5793855.000000 Penalty: 5375.098145
	Iteration 49Q: 3 clusters Score -5793855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5793853.500000 Penalty: 5375.098145
	Iteration 50Q: 3 clusters Score -5793854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5793854.000000 Penalty: 5375.098145
	Iteration 51Q: 3 clusters Score -5793854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5793855.500000 Penalty: 5375.098145
	Iteration 52Q: 3 clusters Score -5793856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5793855.500000 Penalty: 5375.098145
	Iteration 53F: 3 clusters Score -5793856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Entering Unmasked Estep 
Score: -1949119.500000 Penalty: 2440.403076
	Iteration 0F: 2 clusters Score -1949120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1935898.250000 Penalty: 4880.806152
	Iteration 0F: 3 clusters Score -1935898 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1941146.750000 Penalty: 4880.806152
	Iteration 1F: 3 clusters Score -1941147 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1942213.875000 Penalty: 4880.806152
	Iteration 2F: 3 clusters Score -1942214 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1943094.875000 Penalty: 4880.806152
	Iteration 3F: 3 clusters Score -1943095 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1943817.500000 Penalty: 4880.806152
	Iteration 4F: 3 clusters Score -1943818 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1944393.750000 Penalty: 4880.806152
	Iteration 5F: 3 clusters Score -1944394 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1944856.000000 Penalty: 4880.806152
	Iteration 6Q: 3 clusters Score -1944856 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1945217.875000 Penalty: 4880.806152
	Iteration 7Q: 3 clusters Score -1945218 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1945471.500000 Penalty: 4880.806152
	Iteration 8Q: 3 clusters Score -1945472 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1945689.250000 Penalty: 4880.806152
	Iteration 9Q: 3 clusters Score -1945689 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1945883.000000 Penalty: 4880.806152
	Iteration 10Q: 3 clusters Score -1945883 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1946062.750000 Penalty: 4880.806152
	Iteration 11Q: 3 clusters Score -1946063 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1946210.000000 Penalty: 4880.806152
	Iteration 12Q: 3 clusters Score -1946210 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1946324.750000 Penalty: 4880.806152
	Iteration 13Q: 3 clusters Score -1946325 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1946428.750000 Penalty: 4880.806152
	Iteration 14Q: 3 clusters Score -1946429 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1946498.875000 Penalty: 4880.806152
	Iteration 15Q: 3 clusters Score -1946499 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1946587.625000 Penalty: 4880.806152
	Iteration 16Q: 3 clusters Score -1946588 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1946664.250000 Penalty: 4880.806152
	Iteration 17Q: 3 clusters Score -1946664 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1946749.250000 Penalty: 4880.806152
	Iteration 18Q: 3 clusters Score -1946749 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1946846.875000 Penalty: 4880.806152
	Iteration 19Q: 3 clusters Score -1946847 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1946946.375000 Penalty: 4880.806152
	Iteration 20F: 3 clusters Score -1946946 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1947034.250000 Penalty: 4880.806152
	Iteration 21Q: 3 clusters Score -1947034 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1947116.375000 Penalty: 4880.806152
	Iteration 22Q: 3 clusters Score -1947116 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1947193.875000 Penalty: 4880.806152
	Iteration 23Q: 3 clusters Score -1947194 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1947257.750000 Penalty: 4880.806152
	Iteration 24Q: 3 clusters Score -1947258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1947326.125000 Penalty: 4880.806152
	Iteration 25Q: 3 clusters Score -1947326 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1947378.625000 Penalty: 4880.806152
	Iteration 26Q: 3 clusters Score -1947379 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1947432.875000 Penalty: 4880.806152
	Iteration 27Q: 3 clusters Score -1947433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1947487.500000 Penalty: 4880.806152
	Iteration 28Q: 3 clusters Score -1947488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1947537.500000 Penalty: 4880.806152
	Iteration 29Q: 3 clusters Score -1947538 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1947582.750000 Penalty: 4880.806152
	Iteration 30Q: 3 clusters Score -1947583 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1947625.750000 Penalty: 4880.806152
	Iteration 31Q: 3 clusters Score -1947626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1947660.125000 Penalty: 4880.806152
	Iteration 32Q: 3 clusters Score -1947660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1947708.500000 Penalty: 4880.806152
	Iteration 33Q: 3 clusters Score -1947708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1947725.625000 Penalty: 4880.806152
	Iteration 34Q: 3 clusters Score -1947726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1947743.750000 Penalty: 4880.806152
	Iteration 35Q: 3 clusters Score -1947744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1947767.250000 Penalty: 4880.806152
	Iteration 36Q: 3 clusters Score -1947767 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1947797.125000 Penalty: 4880.806152
	Iteration 37Q: 3 clusters Score -1947797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1947821.250000 Penalty: 4880.806152
	Iteration 38Q: 3 clusters Score -1947821 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1947845.500000 Penalty: 4880.806152
	Iteration 39Q: 3 clusters Score -1947846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1947866.125000 Penalty: 4880.806152
	Iteration 40F: 3 clusters Score -1947866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1947879.375000 Penalty: 4880.806152
	Iteration 41Q: 3 clusters Score -1947879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1947894.500000 Penalty: 4880.806152
	Iteration 42Q: 3 clusters Score -1947894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1947912.000000 Penalty: 4880.806152
	Iteration 43Q: 3 clusters Score -1947912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1947921.125000 Penalty: 4880.806152
	Iteration 44Q: 3 clusters Score -1947921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1947929.000000 Penalty: 4880.806152
	Iteration 45Q: 3 clusters Score -1947929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1947940.000000 Penalty: 4880.806152
	Iteration 46Q: 3 clusters Score -1947940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1947949.625000 Penalty: 4880.806152
	Iteration 47Q: 3 clusters Score -1947950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1947955.750000 Penalty: 4880.806152
	Iteration 48Q: 3 clusters Score -1947956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1947963.875000 Penalty: 4880.806152
	Iteration 49Q: 3 clusters Score -1947964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1947972.375000 Penalty: 4880.806152
	Iteration 50Q: 3 clusters Score -1947972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1947982.625000 Penalty: 4880.806152
	Iteration 51Q: 3 clusters Score -1947983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1947998.375000 Penalty: 4880.806152
	Iteration 52Q: 3 clusters Score -1947998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1948010.000000 Penalty: 4880.806152
	Iteration 53Q: 3 clusters Score -1948010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1948015.125000 Penalty: 4880.806152
	Iteration 54Q: 3 clusters Score -1948015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1948024.750000 Penalty: 4880.806152
	Iteration 55Q: 3 clusters Score -1948025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1948036.000000 Penalty: 4880.806152
	Iteration 56Q: 3 clusters Score -1948036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1948046.000000 Penalty: 4880.806152
	Iteration 57Q: 3 clusters Score -1948046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1948055.125000 Penalty: 4880.806152
	Iteration 58Q: 3 clusters Score -1948055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1948066.250000 Penalty: 4880.806152
	Iteration 59Q: 3 clusters Score -1948066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1948071.375000 Penalty: 4880.806152
	Iteration 60F: 3 clusters Score -1948071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1948073.625000 Penalty: 4880.806152
	Iteration 61Q: 3 clusters Score -1948074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1948073.625000 Penalty: 4880.806152
	Iteration 62Q: 3 clusters Score -1948074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1948077.875000 Penalty: 4880.806152
	Iteration 63Q: 3 clusters Score -1948078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1948078.250000 Penalty: 4880.806152
	Iteration 64Q: 3 clusters Score -1948078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1948075.750000 Penalty: 4880.806152
	Iteration 65Q: 3 clusters Score -1948076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1948077.250000 Penalty: 4880.806152
	Iteration 66Q: 3 clusters Score -1948077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1948077.375000 Penalty: 4880.806152
	Iteration 67Q: 3 clusters Score -1948077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1948077.375000 Penalty: 4880.806152
	Iteration 68F: 3 clusters Score -1948077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -571989.000000 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -571989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -567419.625000 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -567419.6 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -568556.937500 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -568556.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -568832.750000 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -568832.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -569035.687500 Penalty: 4232.400879
	Iteration 3F: 3 clusters Score -569035.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -569249.062500 Penalty: 4232.400879
	Iteration 4F: 3 clusters Score -569249.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -569486.750000 Penalty: 4232.400879
	Iteration 5F: 3 clusters Score -569486.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -569747.312500 Penalty: 4232.400879
	Iteration 6F: 3 clusters Score -569747.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -570009.062500 Penalty: 4232.400879
	Iteration 7F: 3 clusters Score -570009.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -570232.312500 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -570232.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -570391.500000 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -570391.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -570495.875000 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -570495.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -570561.750000 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -570561.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -570615.437500 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -570615.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -570660.562500 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -570660.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -570690.625000 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -570690.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -570713.187500 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -570713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -570725.375000 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -570725.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -570741.375000 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -570741.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -570754.375000 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -570754.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -570765.812500 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -570765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -570776.312500 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -570776.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -570787.000000 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -570787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -570804.375000 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -570804.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -570824.625000 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -570824.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -570843.625000 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -570843.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -570872.250000 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -570872.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -570896.125000 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -570896.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -570925.687500 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -570925.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -570960.437500 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -570960.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -570995.000000 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -570995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -571033.437500 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -571033.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -571077.125000 Penalty: 4232.400879
	Iteration 31Q: 3 clusters Score -571077.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -571119.187500 Penalty: 4232.400879
	Iteration 32Q: 3 clusters Score -571119.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -571160.375000 Penalty: 4232.400879
	Iteration 33Q: 3 clusters Score -571160.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -571193.812500 Penalty: 4232.400879
	Iteration 34Q: 3 clusters Score -571193.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -571213.062500 Penalty: 4232.400879
	Iteration 35Q: 3 clusters Score -571213.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -571232.000000 Penalty: 4232.400879
	Iteration 36Q: 3 clusters Score -571232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -571245.250000 Penalty: 4232.400879
	Iteration 37Q: 3 clusters Score -571245.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -571258.062500 Penalty: 4232.400879
	Iteration 38Q: 3 clusters Score -571258.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -571271.250000 Penalty: 4232.400879
	Iteration 39Q: 3 clusters Score -571271.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -571287.812500 Penalty: 4232.400879
	Iteration 40F: 3 clusters Score -571287.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -571301.187500 Penalty: 4232.400879
	Iteration 41Q: 3 clusters Score -571301.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -571307.812500 Penalty: 4232.400879
	Iteration 42Q: 3 clusters Score -571307.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -571318.312500 Penalty: 4232.400879
	Iteration 43Q: 3 clusters Score -571318.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -571324.250000 Penalty: 4232.400879
	Iteration 44Q: 3 clusters Score -571324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -571331.125000 Penalty: 4232.400879
	Iteration 45Q: 3 clusters Score -571331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -571334.062500 Penalty: 4232.400879
	Iteration 46Q: 3 clusters Score -571334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -571336.687500 Penalty: 4232.400879
	Iteration 47Q: 3 clusters Score -571336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -571338.812500 Penalty: 4232.400879
	Iteration 48Q: 3 clusters Score -571338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -571338.312500 Penalty: 4232.400879
	Iteration 49Q: 3 clusters Score -571338.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -571340.437500 Penalty: 4232.400879
	Iteration 50Q: 3 clusters Score -571340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -571343.062500 Penalty: 4232.400879
	Iteration 51Q: 3 clusters Score -571343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -571345.187500 Penalty: 4232.400879
	Iteration 52Q: 3 clusters Score -571345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -571346.875000 Penalty: 4232.400879
	Iteration 53Q: 3 clusters Score -571346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -571347.125000 Penalty: 4232.400879
	Iteration 54Q: 3 clusters Score -571347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -571347.937500 Penalty: 4232.400879
	Iteration 55Q: 3 clusters Score -571347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -571348.250000 Penalty: 4232.400879
	Iteration 56Q: 3 clusters Score -571348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -571348.125000 Penalty: 4232.400879
	Iteration 57Q: 3 clusters Score -571348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -571348.125000 Penalty: 4232.400879
	Iteration 58F: 3 clusters Score -571348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Entering Unmasked Estep 
Score: -2832989.500000 Penalty: 2509.472656
	Iteration 0F: 2 clusters Score -2832990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2815717.500000 Penalty: 5018.945312
	Iteration 0F: 3 clusters Score -2815718 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2821916.250000 Penalty: 5018.945312
	Iteration 1F: 3 clusters Score -2821916 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2822604.500000 Penalty: 5018.945312
	Iteration 2F: 3 clusters Score -2822604 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2823329.250000 Penalty: 5018.945312
	Iteration 3F: 3 clusters Score -2823329 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2824055.750000 Penalty: 5018.945312
	Iteration 4F: 3 clusters Score -2824056 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2824840.500000 Penalty: 5018.945312
	Iteration 5F: 3 clusters Score -2824840 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2825508.500000 Penalty: 5018.945312
	Iteration 6F: 3 clusters Score -2825508 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2826016.750000 Penalty: 5018.945312
	Iteration 7Q: 3 clusters Score -2826017 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2826421.000000 Penalty: 5018.945312
	Iteration 8Q: 3 clusters Score -2826421 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2826703.000000 Penalty: 5018.945312
	Iteration 9Q: 3 clusters Score -2826703 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2826974.000000 Penalty: 5018.945312
	Iteration 10Q: 3 clusters Score -2826974 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2827172.500000 Penalty: 5018.945312
	Iteration 11Q: 3 clusters Score -2827172 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2827361.250000 Penalty: 5018.945312
	Iteration 12Q: 3 clusters Score -2827361 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2827538.000000 Penalty: 5018.945312
	Iteration 13Q: 3 clusters Score -2827538 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2827710.000000 Penalty: 5018.945312
	Iteration 14Q: 3 clusters Score -2827710 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2827842.000000 Penalty: 5018.945312
	Iteration 15Q: 3 clusters Score -2827842 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2827968.000000 Penalty: 5018.945312
	Iteration 16Q: 3 clusters Score -2827968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2828075.250000 Penalty: 5018.945312
	Iteration 17Q: 3 clusters Score -2828075 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2828178.000000 Penalty: 5018.945312
	Iteration 18Q: 3 clusters Score -2828178 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2828253.000000 Penalty: 5018.945312
	Iteration 19Q: 3 clusters Score -2828253 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2828310.500000 Penalty: 5018.945312
	Iteration 20F: 3 clusters Score -2828310 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2828391.000000 Penalty: 5018.945312
	Iteration 21Q: 3 clusters Score -2828391 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2828469.500000 Penalty: 5018.945312
	Iteration 22Q: 3 clusters Score -2828470 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2828535.500000 Penalty: 5018.945312
	Iteration 23Q: 3 clusters Score -2828536 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2828597.250000 Penalty: 5018.945312
	Iteration 24Q: 3 clusters Score -2828597 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2828710.500000 Penalty: 5018.945312
	Iteration 25Q: 3 clusters Score -2828710 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2828833.500000 Penalty: 5018.945312
	Iteration 26Q: 3 clusters Score -2828834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2828987.500000 Penalty: 5018.945312
	Iteration 27Q: 3 clusters Score -2828988 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2829128.250000 Penalty: 5018.945312
	Iteration 28Q: 3 clusters Score -2829128 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2829296.500000 Penalty: 5018.945312
	Iteration 29Q: 3 clusters Score -2829296 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2829478.750000 Penalty: 5018.945312
	Iteration 30Q: 3 clusters Score -2829479 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2829676.000000 Penalty: 5018.945312
	Iteration 31Q: 3 clusters Score -2829676 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2829890.000000 Penalty: 5018.945312
	Iteration 32Q: 3 clusters Score -2829890 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2830110.250000 Penalty: 5018.945312
	Iteration 33Q: 3 clusters Score -2830110 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2830313.000000 Penalty: 5018.945312
	Iteration 34Q: 3 clusters Score -2830313 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2830508.750000 Penalty: 5018.945312
	Iteration 35Q: 3 clusters Score -2830509 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2830683.500000 Penalty: 5018.945312
	Iteration 36Q: 3 clusters Score -2830684 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2830809.750000 Penalty: 5018.945312
	Iteration 37Q: 3 clusters Score -2830810 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2830914.500000 Penalty: 5018.945312
	Iteration 38Q: 3 clusters Score -2830914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2830999.750000 Penalty: 5018.945312
	Iteration 39Q: 3 clusters Score -2831000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2831082.250000 Penalty: 5018.945312
	Iteration 40F: 3 clusters Score -2831082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2831140.250000 Penalty: 5018.945312
	Iteration 41Q: 3 clusters Score -2831140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2831201.500000 Penalty: 5018.945312
	Iteration 42Q: 3 clusters Score -2831202 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2831243.000000 Penalty: 5018.945312
	Iteration 43Q: 3 clusters Score -2831243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2831278.750000 Penalty: 5018.945312
	Iteration 44Q: 3 clusters Score -2831279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2831307.000000 Penalty: 5018.945312
	Iteration 45Q: 3 clusters Score -2831307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2831324.250000 Penalty: 5018.945312
	Iteration 46Q: 3 clusters Score -2831324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2831343.500000 Penalty: 5018.945312
	Iteration 47Q: 3 clusters Score -2831344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2831354.750000 Penalty: 5018.945312
	Iteration 48Q: 3 clusters Score -2831355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2831367.000000 Penalty: 5018.945312
	Iteration 49Q: 3 clusters Score -2831367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2831376.500000 Penalty: 5018.945312
	Iteration 50Q: 3 clusters Score -2831376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2831383.000000 Penalty: 5018.945312
	Iteration 51Q: 3 clusters Score -2831383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2831397.250000 Penalty: 5018.945312
	Iteration 52Q: 3 clusters Score -2831397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2831402.500000 Penalty: 5018.945312
	Iteration 53Q: 3 clusters Score -2831402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2831408.000000 Penalty: 5018.945312
	Iteration 54Q: 3 clusters Score -2831408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2831418.000000 Penalty: 5018.945312
	Iteration 55Q: 3 clusters Score -2831418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2831432.250000 Penalty: 5018.945312
	Iteration 56Q: 3 clusters Score -2831432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2831436.750000 Penalty: 5018.945312
	Iteration 57Q: 3 clusters Score -2831437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2831437.000000 Penalty: 5018.945312
	Iteration 58Q: 3 clusters Score -2831437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2831441.250000 Penalty: 5018.945312
	Iteration 59Q: 3 clusters Score -2831441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2831445.000000 Penalty: 5018.945312
	Iteration 60F: 3 clusters Score -2831445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2831448.250000 Penalty: 5018.945312
	Iteration 61Q: 3 clusters Score -2831448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2831448.250000 Penalty: 5018.945312
	Iteration 62Q: 3 clusters Score -2831448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2831450.250000 Penalty: 5018.945312
	Iteration 63Q: 3 clusters Score -2831450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2831448.250000 Penalty: 5018.945312
	Iteration 64Q: 3 clusters Score -2831448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2831445.500000 Penalty: 5018.945312
	Iteration 65Q: 3 clusters Score -2831446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2831449.750000 Penalty: 5018.945312
	Iteration 66Q: 3 clusters Score -2831450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2831447.750000 Penalty: 5018.945312
	Iteration 67Q: 3 clusters Score -2831448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2831447.500000 Penalty: 5018.945312
	Iteration 68Q: 3 clusters Score -2831448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2831450.000000 Penalty: 5018.945312
	Iteration 69Q: 3 clusters Score -2831450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2831450.000000 Penalty: 5018.945312
	Iteration 70F: 3 clusters Score -2831450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -449436.875000 Penalty: 2066.293213
	Iteration 0F: 2 clusters Score -449436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -445461.406250 Penalty: 4132.586426
	Iteration 0F: 3 clusters Score -445461.4 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -446427.968750 Penalty: 4132.586426
	Iteration 1F: 3 clusters Score -446428 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -446764.218750 Penalty: 4132.586426
	Iteration 2F: 3 clusters Score -446764.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -447026.093750 Penalty: 4132.586426
	Iteration 3F: 3 clusters Score -447026.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -447236.687500 Penalty: 4132.586426
	Iteration 4F: 3 clusters Score -447236.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -447414.625000 Penalty: 4132.586426
	Iteration 5Q: 3 clusters Score -447414.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -447591.125000 Penalty: 4132.586426
	Iteration 6Q: 3 clusters Score -447591.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -447758.125000 Penalty: 4132.586426
	Iteration 7Q: 3 clusters Score -447758.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -447895.093750 Penalty: 4132.586426
	Iteration 8Q: 3 clusters Score -447895.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -448025.500000 Penalty: 4132.586426
	Iteration 9Q: 3 clusters Score -448025.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -448097.187500 Penalty: 4132.586426
	Iteration 10Q: 3 clusters Score -448097.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -448134.625000 Penalty: 4132.586426
	Iteration 11Q: 3 clusters Score -448134.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -448153.437500 Penalty: 4132.586426
	Iteration 12Q: 3 clusters Score -448153.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -448165.875000 Penalty: 4132.586426
	Iteration 13Q: 3 clusters Score -448165.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -448180.406250 Penalty: 4132.586426
	Iteration 14Q: 3 clusters Score -448180.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -448191.593750 Penalty: 4132.586426
	Iteration 15Q: 3 clusters Score -448191.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -448201.406250 Penalty: 4132.586426
	Iteration 16Q: 3 clusters Score -448201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -448211.406250 Penalty: 4132.586426
	Iteration 17Q: 3 clusters Score -448211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -448218.843750 Penalty: 4132.586426
	Iteration 18Q: 3 clusters Score -448218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -448223.937500 Penalty: 4132.586426
	Iteration 19Q: 3 clusters Score -448223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -448230.656250 Penalty: 4132.586426
	Iteration 20F: 3 clusters Score -448230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -448235.937500 Penalty: 4132.586426
	Iteration 21Q: 3 clusters Score -448235.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -448242.562500 Penalty: 4132.586426
	Iteration 22Q: 3 clusters Score -448242.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -448249.218750 Penalty: 4132.586426
	Iteration 23Q: 3 clusters Score -448249.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -448256.750000 Penalty: 4132.586426
	Iteration 24Q: 3 clusters Score -448256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -448260.937500 Penalty: 4132.586426
	Iteration 25Q: 3 clusters Score -448260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -448263.656250 Penalty: 4132.586426
	Iteration 26Q: 3 clusters Score -448263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -448264.156250 Penalty: 4132.586426
	Iteration 27Q: 3 clusters Score -448264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -448265.625000 Penalty: 4132.586426
	Iteration 28Q: 3 clusters Score -448265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -448266.093750 Penalty: 4132.586426
	Iteration 29Q: 3 clusters Score -448266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -448266.687500 Penalty: 4132.586426
	Iteration 30Q: 3 clusters Score -448266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -448268.687500 Penalty: 4132.586426
	Iteration 31Q: 3 clusters Score -448268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -448270.375000 Penalty: 4132.586426
	Iteration 32Q: 3 clusters Score -448270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -448270.062500 Penalty: 4132.586426
	Iteration 33Q: 3 clusters Score -448270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -448270.843750 Penalty: 4132.586426
	Iteration 34Q: 3 clusters Score -448270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -448270.781250 Penalty: 4132.586426
	Iteration 35Q: 3 clusters Score -448270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -448270.781250 Penalty: 4132.586426
	Iteration 36F: 3 clusters Score -448270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -141053.171875 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -141053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -138736.375000 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -138736.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -139295.546875 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -139295.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -139504.671875 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -139504.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -139703.765625 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -139703.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -139907.156250 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -139907.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140043.453125 Penalty: 3695.239502
	Iteration 5F: 3 clusters Score -140043.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140122.609375 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -140122.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140156.031250 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -140156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -140178.578125 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -140178.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -140219.765625 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -140219.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -140245.578125 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -140245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -140271.406250 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -140271.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -140294.390625 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -140294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -140313.328125 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -140313.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -140328.875000 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -140328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -140343.828125 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -140343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -140360.687500 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -140360.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -140377.062500 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -140377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140386.750000 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -140386.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -140397.578125 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -140397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -140402.812500 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -140402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140407.718750 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -140407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -140408.312500 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -140408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -140412.828125 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -140412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -140417.656250 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -140417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -140419.578125 Penalty: 3695.239502
	Iteration 25Q: 3 clusters Score -140419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -140419.578125 Penalty: 3695.239502
	Iteration 26F: 3 clusters Score -140419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -355854.781250 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -355854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -352107.843750 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -352107.8 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -353114.156250 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -353114.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -353558.312500 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -353558.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -353974.281250 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -353974.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -354280.437500 Penalty: 4091.140625
	Iteration 4F: 3 clusters Score -354280.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -354597.718750 Penalty: 4091.140625
	Iteration 5F: 3 clusters Score -354597.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -354930.062500 Penalty: 4091.140625
	Iteration 6F: 3 clusters Score -354930.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -355236.187500 Penalty: 4091.140625
	Iteration 7F: 3 clusters Score -355236.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -355444.187500 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -355444.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -355533.812500 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -355533.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -355579.500000 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -355579.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -355629.750000 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -355629.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -355661.062500 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -355661.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -355681.281250 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -355681.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -355701.218750 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -355701.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -355717.531250 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -355717.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -355726.031250 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -355726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -355733.187500 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -355733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -355740.406250 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -355740.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -355746.187500 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -355746.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -355752.437500 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -355752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -355757.250000 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -355757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -355762.937500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -355762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -355767.062500 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -355767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -355771.750000 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -355771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -355777.875000 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -355777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -355781.343750 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -355781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -355787.375000 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -355787.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -355793.375000 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -355793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -355796.812500 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -355796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -355799.250000 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -355799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -355800.781250 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -355800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -355802.437500 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -355802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -355806.093750 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -355806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -355808.156250 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -355808.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -355810.031250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -355810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -355810.218750 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -355810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -355810.937500 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -355810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -355811.656250 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -355811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -355812.531250 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -355812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -355812.531250 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -355812.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Entering Unmasked Estep 
Score: -6644919.500000 Penalty: 2718.379639
	Iteration 0F: 2 clusters Score -6644920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -6606359.000000 Penalty: 5436.759277
	Iteration 0F: 3 clusters Score -6606359 nChanged 26658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -6621116.500000 Penalty: 5436.759277
	Iteration 1F: 3 clusters Score -6621116 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -6621849.500000 Penalty: 5436.759277
	Iteration 2Q: 3 clusters Score -6621850 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -6622761.000000 Penalty: 5436.759277
	Iteration 3Q: 3 clusters Score -6622761 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6623962.000000 Penalty: 5436.759277
	Iteration 4Q: 3 clusters Score -6623962 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -6625902.500000 Penalty: 5436.759277
	Iteration 5F: 3 clusters Score -6625902 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -6629029.500000 Penalty: 5436.759277
	Iteration 6F: 3 clusters Score -6629030 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -6633194.000000 Penalty: 5436.759277
	Iteration 7F: 3 clusters Score -6633194 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6637337.000000 Penalty: 5436.759277
	Iteration 8F: 3 clusters Score -6637337 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6639975.000000 Penalty: 5436.759277
	Iteration 9Q: 3 clusters Score -6639975 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6641398.000000 Penalty: 5436.759277
	Iteration 10Q: 3 clusters Score -6641398 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6641999.000000 Penalty: 5436.759277
	Iteration 11Q: 3 clusters Score -6641999 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6642308.500000 Penalty: 5436.759277
	Iteration 12Q: 3 clusters Score -6642308 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6642436.500000 Penalty: 5436.759277
	Iteration 13Q: 3 clusters Score -6642436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6642514.500000 Penalty: 5436.759277
	Iteration 14Q: 3 clusters Score -6642514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6642572.000000 Penalty: 5436.759277
	Iteration 15Q: 3 clusters Score -6642572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6642603.500000 Penalty: 5436.759277
	Iteration 16Q: 3 clusters Score -6642604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6642629.000000 Penalty: 5436.759277
	Iteration 17Q: 3 clusters Score -6642629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6642645.000000 Penalty: 5436.759277
	Iteration 18Q: 3 clusters Score -6642645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6642658.000000 Penalty: 5436.759277
	Iteration 19Q: 3 clusters Score -6642658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6642657.000000 Penalty: 5436.759277
	Iteration 20F: 3 clusters Score -6642657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6642669.000000 Penalty: 5436.759277
	Iteration 21Q: 3 clusters Score -6642669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6642677.500000 Penalty: 5436.759277
	Iteration 22Q: 3 clusters Score -6642678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6642692.500000 Penalty: 5436.759277
	Iteration 23Q: 3 clusters Score -6642692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6642700.000000 Penalty: 5436.759277
	Iteration 24Q: 3 clusters Score -6642700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6642715.500000 Penalty: 5436.759277
	Iteration 25Q: 3 clusters Score -6642716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6642718.000000 Penalty: 5436.759277
	Iteration 26Q: 3 clusters Score -6642718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6642720.500000 Penalty: 5436.759277
	Iteration 27Q: 3 clusters Score -6642720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6642722.500000 Penalty: 5436.759277
	Iteration 28Q: 3 clusters Score -6642722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6642722.500000 Penalty: 5436.759277
	Iteration 29Q: 3 clusters Score -6642722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6642728.000000 Penalty: 5436.759277
	Iteration 30Q: 3 clusters Score -6642728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6642727.500000 Penalty: 5436.759277
	Iteration 31Q: 3 clusters Score -6642728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6642727.500000 Penalty: 5436.759277
	Iteration 32F: 3 clusters Score -6642728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Entering Unmasked Estep 
Score: -6048286.000000 Penalty: 2691.371338
	Iteration 0F: 2 clusters Score -6048286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6013352.000000 Penalty: 5382.742676
	Iteration 0F: 3 clusters Score -6013352 nChanged 24069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -6026381.500000 Penalty: 5382.742676
	Iteration 1F: 3 clusters Score -6026382 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -6026993.000000 Penalty: 5382.742676
	Iteration 2Q: 3 clusters Score -6026993 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6027555.500000 Penalty: 5382.742676
	Iteration 3Q: 3 clusters Score -6027556 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -6028097.000000 Penalty: 5382.742676
	Iteration 4Q: 3 clusters Score -6028097 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -6028857.000000 Penalty: 5382.742676
	Iteration 5Q: 3 clusters Score -6028857 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -6029880.500000 Penalty: 5382.742676
	Iteration 6Q: 3 clusters Score -6029880 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -6031487.500000 Penalty: 5382.742676
	Iteration 7F: 3 clusters Score -6031488 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -6034149.500000 Penalty: 5382.742676
	Iteration 8F: 3 clusters Score -6034150 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -6037570.000000 Penalty: 5382.742676
	Iteration 9F: 3 clusters Score -6037570 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -6040995.000000 Penalty: 5382.742676
	Iteration 10F: 3 clusters Score -6040995 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6043300.000000 Penalty: 5382.742676
	Iteration 11F: 3 clusters Score -6043300 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6044524.500000 Penalty: 5382.742676
	Iteration 12Q: 3 clusters Score -6044524 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6045176.000000 Penalty: 5382.742676
	Iteration 13Q: 3 clusters Score -6045176 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6045485.500000 Penalty: 5382.742676
	Iteration 14Q: 3 clusters Score -6045486 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6045653.500000 Penalty: 5382.742676
	Iteration 15Q: 3 clusters Score -6045654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6045762.500000 Penalty: 5382.742676
	Iteration 16Q: 3 clusters Score -6045762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6045834.000000 Penalty: 5382.742676
	Iteration 17Q: 3 clusters Score -6045834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6045870.500000 Penalty: 5382.742676
	Iteration 18Q: 3 clusters Score -6045870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6045906.500000 Penalty: 5382.742676
	Iteration 19Q: 3 clusters Score -6045906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6045913.000000 Penalty: 5382.742676
	Iteration 20F: 3 clusters Score -6045913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6045933.000000 Penalty: 5382.742676
	Iteration 21Q: 3 clusters Score -6045933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6045946.000000 Penalty: 5382.742676
	Iteration 22Q: 3 clusters Score -6045946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6045957.000000 Penalty: 5382.742676
	Iteration 23Q: 3 clusters Score -6045957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6045968.500000 Penalty: 5382.742676
	Iteration 24Q: 3 clusters Score -6045968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6045969.000000 Penalty: 5382.742676
	Iteration 25Q: 3 clusters Score -6045969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6045980.500000 Penalty: 5382.742676
	Iteration 26Q: 3 clusters Score -6045980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6045995.000000 Penalty: 5382.742676
	Iteration 27Q: 3 clusters Score -6045995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6046000.500000 Penalty: 5382.742676
	Iteration 28Q: 3 clusters Score -6046000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6046001.000000 Penalty: 5382.742676
	Iteration 29Q: 3 clusters Score -6046001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6046002.000000 Penalty: 5382.742676
	Iteration 30Q: 3 clusters Score -6046002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6046003.500000 Penalty: 5382.742676
	Iteration 31Q: 3 clusters Score -6046004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6046001.000000 Penalty: 5382.742676
	Iteration 32Q: 3 clusters Score -6046001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6046003.000000 Penalty: 5382.742676
	Iteration 33Q: 3 clusters Score -6046003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6046003.000000 Penalty: 5382.742676
	Iteration 34F: 3 clusters Score -6046003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -582198.187500 Penalty: 2160.723877
	Iteration 0F: 2 clusters Score -582198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -577065.000000 Penalty: 4321.447754
	Iteration 0F: 3 clusters Score -577065 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -578538.187500 Penalty: 4321.447754
	Iteration 1F: 3 clusters Score -578538.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -579040.750000 Penalty: 4321.447754
	Iteration 2F: 3 clusters Score -579040.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -579471.562500 Penalty: 4321.447754
	Iteration 3F: 3 clusters Score -579471.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -579773.187500 Penalty: 4321.447754
	Iteration 4F: 3 clusters Score -579773.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -580003.375000 Penalty: 4321.447754
	Iteration 5F: 3 clusters Score -580003.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -580129.875000 Penalty: 4321.447754
	Iteration 6Q: 3 clusters Score -580129.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -580236.562500 Penalty: 4321.447754
	Iteration 7Q: 3 clusters Score -580236.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -580349.687500 Penalty: 4321.447754
	Iteration 8Q: 3 clusters Score -580349.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -580451.437500 Penalty: 4321.447754
	Iteration 9Q: 3 clusters Score -580451.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -580532.812500 Penalty: 4321.447754
	Iteration 10Q: 3 clusters Score -580532.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -580602.312500 Penalty: 4321.447754
	Iteration 11Q: 3 clusters Score -580602.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -580660.875000 Penalty: 4321.447754
	Iteration 12Q: 3 clusters Score -580660.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -580701.437500 Penalty: 4321.447754
	Iteration 13Q: 3 clusters Score -580701.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -580744.000000 Penalty: 4321.447754
	Iteration 14Q: 3 clusters Score -580744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -580777.062500 Penalty: 4321.447754
	Iteration 15Q: 3 clusters Score -580777.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -580810.000000 Penalty: 4321.447754
	Iteration 16Q: 3 clusters Score -580810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -580838.500000 Penalty: 4321.447754
	Iteration 17Q: 3 clusters Score -580838.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -580864.500000 Penalty: 4321.447754
	Iteration 18Q: 3 clusters Score -580864.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -580888.500000 Penalty: 4321.447754
	Iteration 19Q: 3 clusters Score -580888.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -580903.500000 Penalty: 4321.447754
	Iteration 20F: 3 clusters Score -580903.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -580912.625000 Penalty: 4321.447754
	Iteration 21Q: 3 clusters Score -580912.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -580922.062500 Penalty: 4321.447754
	Iteration 22Q: 3 clusters Score -580922.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -580930.062500 Penalty: 4321.447754
	Iteration 23Q: 3 clusters Score -580930.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -580936.125000 Penalty: 4321.447754
	Iteration 24Q: 3 clusters Score -580936.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -580941.250000 Penalty: 4321.447754
	Iteration 25Q: 3 clusters Score -580941.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -580942.812500 Penalty: 4321.447754
	Iteration 26Q: 3 clusters Score -580942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -580945.312500 Penalty: 4321.447754
	Iteration 27Q: 3 clusters Score -580945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -580946.750000 Penalty: 4321.447754
	Iteration 28Q: 3 clusters Score -580946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -580948.437500 Penalty: 4321.447754
	Iteration 29Q: 3 clusters Score -580948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -580948.125000 Penalty: 4321.447754
	Iteration 30Q: 3 clusters Score -580948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -580948.437500 Penalty: 4321.447754
	Iteration 31Q: 3 clusters Score -580948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -580949.375000 Penalty: 4321.447754
	Iteration 32Q: 3 clusters Score -580949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -580951.312500 Penalty: 4321.447754
	Iteration 33Q: 3 clusters Score -580951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -580950.875000 Penalty: 4321.447754
	Iteration 34Q: 3 clusters Score -580950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -580951.312500 Penalty: 4321.447754
	Iteration 35Q: 3 clusters Score -580951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -580952.750000 Penalty: 4321.447754
	Iteration 36Q: 3 clusters Score -580952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -580952.875000 Penalty: 4321.447754
	Iteration 37Q: 3 clusters Score -580952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -580954.125000 Penalty: 4321.447754
	Iteration 38Q: 3 clusters Score -580954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -580955.062500 Penalty: 4321.447754
	Iteration 39Q: 3 clusters Score -580955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -580958.687500 Penalty: 4321.447754
	Iteration 40F: 3 clusters Score -580958.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -580959.312500 Penalty: 4321.447754
	Iteration 41Q: 3 clusters Score -580959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -580960.812500 Penalty: 4321.447754
	Iteration 42Q: 3 clusters Score -580960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -580961.750000 Penalty: 4321.447754
	Iteration 43Q: 3 clusters Score -580961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -580961.500000 Penalty: 4321.447754
	Iteration 44Q: 3 clusters Score -580961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -580962.250000 Penalty: 4321.447754
	Iteration 45Q: 3 clusters Score -580962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -580964.187500 Penalty: 4321.447754
	Iteration 46Q: 3 clusters Score -580964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -580963.625000 Penalty: 4321.447754
	Iteration 47Q: 3 clusters Score -580963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -580964.125000 Penalty: 4321.447754
	Iteration 48Q: 3 clusters Score -580964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -580964.375000 Penalty: 4321.447754
	Iteration 49Q: 3 clusters Score -580964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -580965.750000 Penalty: 4321.447754
	Iteration 50Q: 3 clusters Score -580965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -580965.375000 Penalty: 4321.447754
	Iteration 51Q: 3 clusters Score -580965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -580966.125000 Penalty: 4321.447754
	Iteration 52Q: 3 clusters Score -580966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -580966.437500 Penalty: 4321.447754
	Iteration 53Q: 3 clusters Score -580966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -580966.437500 Penalty: 4321.447754
	Iteration 54F: 3 clusters Score -580966.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Entering Unmasked Estep 
Score: -4470283.500000 Penalty: 2619.649658
	Iteration 0F: 2 clusters Score -4470284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4444048.500000 Penalty: 5239.299316
	Iteration 0F: 3 clusters Score -4444048 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4453879.500000 Penalty: 5239.299316
	Iteration 1F: 3 clusters Score -4453880 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4454572.500000 Penalty: 5239.299316
	Iteration 2Q: 3 clusters Score -4454572 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4455409.500000 Penalty: 5239.299316
	Iteration 3Q: 3 clusters Score -4455410 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4456423.000000 Penalty: 5239.299316
	Iteration 4F: 3 clusters Score -4456423 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4457745.500000 Penalty: 5239.299316
	Iteration 5F: 3 clusters Score -4457746 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4459260.000000 Penalty: 5239.299316
	Iteration 6F: 3 clusters Score -4459260 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4460758.500000 Penalty: 5239.299316
	Iteration 7F: 3 clusters Score -4460758 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4462057.000000 Penalty: 5239.299316
	Iteration 8F: 3 clusters Score -4462057 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4463205.000000 Penalty: 5239.299316
	Iteration 9Q: 3 clusters Score -4463205 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -4464173.500000 Penalty: 5239.299316
	Iteration 10Q: 3 clusters Score -4464174 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4464993.500000 Penalty: 5239.299316
	Iteration 11Q: 3 clusters Score -4464994 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4465633.000000 Penalty: 5239.299316
	Iteration 12Q: 3 clusters Score -4465633 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4466155.500000 Penalty: 5239.299316
	Iteration 13Q: 3 clusters Score -4466156 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -4466452.500000 Penalty: 5239.299316
	Iteration 14Q: 3 clusters Score -4466452 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4466656.500000 Penalty: 5239.299316
	Iteration 15Q: 3 clusters Score -4466656 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4466835.000000 Penalty: 5239.299316
	Iteration 16Q: 3 clusters Score -4466835 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4467044.000000 Penalty: 5239.299316
	Iteration 17Q: 3 clusters Score -4467044 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -4467260.000000 Penalty: 5239.299316
	Iteration 18Q: 3 clusters Score -4467260 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4467482.500000 Penalty: 5239.299316
	Iteration 19Q: 3 clusters Score -4467482 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -4467697.000000 Penalty: 5239.299316
	Iteration 20F: 3 clusters Score -4467697 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4467892.500000 Penalty: 5239.299316
	Iteration 21Q: 3 clusters Score -4467892 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4468102.500000 Penalty: 5239.299316
	Iteration 22Q: 3 clusters Score -4468102 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4468314.000000 Penalty: 5239.299316
	Iteration 23Q: 3 clusters Score -4468314 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4468465.500000 Penalty: 5239.299316
	Iteration 24Q: 3 clusters Score -4468466 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4468559.000000 Penalty: 5239.299316
	Iteration 25Q: 3 clusters Score -4468559 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4468646.500000 Penalty: 5239.299316
	Iteration 26Q: 3 clusters Score -4468646 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4468734.000000 Penalty: 5239.299316
	Iteration 27Q: 3 clusters Score -4468734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4468804.000000 Penalty: 5239.299316
	Iteration 28Q: 3 clusters Score -4468804 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4468865.000000 Penalty: 5239.299316
	Iteration 29Q: 3 clusters Score -4468865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4468912.500000 Penalty: 5239.299316
	Iteration 30Q: 3 clusters Score -4468912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4468935.500000 Penalty: 5239.299316
	Iteration 31Q: 3 clusters Score -4468936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4468965.000000 Penalty: 5239.299316
	Iteration 32Q: 3 clusters Score -4468965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4468976.500000 Penalty: 5239.299316
	Iteration 33Q: 3 clusters Score -4468976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4468990.000000 Penalty: 5239.299316
	Iteration 34Q: 3 clusters Score -4468990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4469002.000000 Penalty: 5239.299316
	Iteration 35Q: 3 clusters Score -4469002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4469028.500000 Penalty: 5239.299316
	Iteration 36Q: 3 clusters Score -4469028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4469020.500000 Penalty: 5239.299316
	Iteration 37Q: 3 clusters Score -4469020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4469024.000000 Penalty: 5239.299316
	Iteration 38Q: 3 clusters Score -4469024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4469027.500000 Penalty: 5239.299316
	Iteration 39Q: 3 clusters Score -4469028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4469045.500000 Penalty: 5239.299316
	Iteration 40F: 3 clusters Score -4469046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4469055.500000 Penalty: 5239.299316
	Iteration 41Q: 3 clusters Score -4469056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4469071.000000 Penalty: 5239.299316
	Iteration 42Q: 3 clusters Score -4469071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4469068.500000 Penalty: 5239.299316
	Iteration 43Q: 3 clusters Score -4469068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4469090.000000 Penalty: 5239.299316
	Iteration 44Q: 3 clusters Score -4469090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4469100.000000 Penalty: 5239.299316
	Iteration 45Q: 3 clusters Score -4469100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4469099.000000 Penalty: 5239.299316
	Iteration 46Q: 3 clusters Score -4469099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4469108.500000 Penalty: 5239.299316
	Iteration 47Q: 3 clusters Score -4469108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4469111.500000 Penalty: 5239.299316
	Iteration 48Q: 3 clusters Score -4469112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4469116.000000 Penalty: 5239.299316
	Iteration 49Q: 3 clusters Score -4469116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4469113.000000 Penalty: 5239.299316
	Iteration 50Q: 3 clusters Score -4469113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4469118.000000 Penalty: 5239.299316
	Iteration 51Q: 3 clusters Score -4469118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4469125.000000 Penalty: 5239.299316
	Iteration 52Q: 3 clusters Score -4469125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4469130.500000 Penalty: 5239.299316
	Iteration 53Q: 3 clusters Score -4469130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4469139.500000 Penalty: 5239.299316
	Iteration 54Q: 3 clusters Score -4469140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4469150.000000 Penalty: 5239.299316
	Iteration 55Q: 3 clusters Score -4469150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4469139.500000 Penalty: 5239.299316
	Iteration 56Q: 3 clusters Score -4469140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4469144.000000 Penalty: 5239.299316
	Iteration 57Q: 3 clusters Score -4469144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4469149.000000 Penalty: 5239.299316
	Iteration 58Q: 3 clusters Score -4469149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4469154.000000 Penalty: 5239.299316
	Iteration 59Q: 3 clusters Score -4469154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4469148.000000 Penalty: 5239.299316
	Iteration 60F: 3 clusters Score -4469148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4469151.500000 Penalty: 5239.299316
	Iteration 61Q: 3 clusters Score -4469152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4469153.500000 Penalty: 5239.299316
	Iteration 62Q: 3 clusters Score -4469154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4469156.500000 Penalty: 5239.299316
	Iteration 63Q: 3 clusters Score -4469156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4469160.500000 Penalty: 5239.299316
	Iteration 64Q: 3 clusters Score -4469160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4469156.000000 Penalty: 5239.299316
	Iteration 65Q: 3 clusters Score -4469156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4469158.000000 Penalty: 5239.299316
	Iteration 66Q: 3 clusters Score -4469158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4469153.000000 Penalty: 5239.299316
	Iteration 67Q: 3 clusters Score -4469153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4469149.500000 Penalty: 5239.299316
	Iteration 68Q: 3 clusters Score -4469150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4469153.500000 Penalty: 5239.299316
	Iteration 69Q: 3 clusters Score -4469154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4469155.000000 Penalty: 5239.299316
	Iteration 70Q: 3 clusters Score -4469155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4469147.000000 Penalty: 5239.299316
	Iteration 71Q: 3 clusters Score -4469147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4469149.500000 Penalty: 5239.299316
	Iteration 72Q: 3 clusters Score -4469150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4469156.000000 Penalty: 5239.299316
	Iteration 73Q: 3 clusters Score -4469156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4469152.500000 Penalty: 5239.299316
	Iteration 74Q: 3 clusters Score -4469152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4469154.500000 Penalty: 5239.299316
	Iteration 75Q: 3 clusters Score -4469154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4469156.000000 Penalty: 5239.299316
	Iteration 76Q: 3 clusters Score -4469156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4469155.500000 Penalty: 5239.299316
	Iteration 77Q: 3 clusters Score -4469156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4469155.500000 Penalty: 5239.299316
	Iteration 78F: 3 clusters Score -4469156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (248092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248092 members 
Entering Unmasked Estep 
Score: -29081612.000000 Penalty: 3080.545410
	Iteration 0F: 2 clusters Score -2.908161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123920 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -28923776.000000 Penalty: 6161.090820
	Iteration 0F: 3 clusters Score -2.892378e+07 nChanged 119583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121867 members 
Mstep: Class 2 contains 126225 members 
Entering Unmasked Estep 
Score: -28994882.000000 Penalty: 6161.090820
	Iteration 1F: 3 clusters Score -2.899488e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120659 members 
Mstep: Class 2 contains 127433 members 
Entering Unmasked Estep 
Score: -28996680.000000 Penalty: 6161.090820
	Iteration 2Q: 3 clusters Score -2.899668e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -28998352.000000 Penalty: 6161.090820
	Iteration 3Q: 3 clusters Score -2.899835e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 131931 members 
Entering Unmasked Estep 
Score: -29000438.000000 Penalty: 6161.090820
	Iteration 4Q: 3 clusters Score -2.900044e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -29003286.000000 Penalty: 6161.090820
	Iteration 5Q: 3 clusters Score -2.900329e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -29006952.000000 Penalty: 6161.090820
	Iteration 6Q: 3 clusters Score -2.900695e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -29012042.000000 Penalty: 6161.090820
	Iteration 7Q: 3 clusters Score -2.901204e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 160412 members 
Entering Unmasked Estep 
Score: -29019716.000000 Penalty: 6161.090820
	Iteration 8F: 3 clusters Score -2.901972e+07 nChanged 15329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 173351 members 
Entering Unmasked Estep 
Score: -29029250.000000 Penalty: 6161.090820
	Iteration 9F: 3 clusters Score -2.902925e+07 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 186445 members 
Entering Unmasked Estep 
Score: -29039194.000000 Penalty: 6161.090820
	Iteration 10F: 3 clusters Score -2.903919e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 197510 members 
Entering Unmasked Estep 
Score: -29047744.000000 Penalty: 6161.090820
	Iteration 11F: 3 clusters Score -2.904774e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 205500 members 
Entering Unmasked Estep 
Score: -29053832.000000 Penalty: 6161.090820
	Iteration 12Q: 3 clusters Score -2.905383e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 211248 members 
Entering Unmasked Estep 
Score: -29057852.000000 Penalty: 6161.090820
	Iteration 13Q: 3 clusters Score -2.905785e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 215667 members 
Entering Unmasked Estep 
Score: -29060514.000000 Penalty: 6161.090820
	Iteration 14Q: 3 clusters Score -2.906051e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 219394 members 
Entering Unmasked Estep 
Score: -29062176.000000 Penalty: 6161.090820
	Iteration 15Q: 3 clusters Score -2.906218e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 222750 members 
Entering Unmasked Estep 
Score: -29063636.000000 Penalty: 6161.090820
	Iteration 16Q: 3 clusters Score -2.906364e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 225730 members 
Entering Unmasked Estep 
Score: -29065044.000000 Penalty: 6161.090820
	Iteration 17Q: 3 clusters Score -2.906504e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 228513 members 
Entering Unmasked Estep 
Score: -29066364.000000 Penalty: 6161.090820
	Iteration 18Q: 3 clusters Score -2.906636e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 231039 members 
Entering Unmasked Estep 
Score: -29067620.000000 Penalty: 6161.090820
	Iteration 19Q: 3 clusters Score -2.906762e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 233391 members 
Entering Unmasked Estep 
Score: -29068772.000000 Penalty: 6161.090820
	Iteration 20F: 3 clusters Score -2.906877e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 235532 members 
Entering Unmasked Estep 
Score: -29069968.000000 Penalty: 6161.090820
	Iteration 21Q: 3 clusters Score -2.906997e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 237439 members 
Entering Unmasked Estep 
Score: -29071166.000000 Penalty: 6161.090820
	Iteration 22Q: 3 clusters Score -2.907117e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 239184 members 
Entering Unmasked Estep 
Score: -29072176.000000 Penalty: 6161.090820
	Iteration 23Q: 3 clusters Score -2.907218e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 240677 members 
Entering Unmasked Estep 
Score: -29073286.000000 Penalty: 6161.090820
	Iteration 24Q: 3 clusters Score -2.907329e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 241952 members 
Entering Unmasked Estep 
Score: -29074162.000000 Penalty: 6161.090820
	Iteration 25Q: 3 clusters Score -2.907416e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 243030 members 
Entering Unmasked Estep 
Score: -29075014.000000 Penalty: 6161.090820
	Iteration 26Q: 3 clusters Score -2.907501e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 243958 members 
Entering Unmasked Estep 
Score: -29075644.000000 Penalty: 6161.090820
	Iteration 27Q: 3 clusters Score -2.907564e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 244754 members 
Entering Unmasked Estep 
Score: -29076252.000000 Penalty: 6161.090820
	Iteration 28Q: 3 clusters Score -2.907625e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 245382 members 
Entering Unmasked Estep 
Score: -29076802.000000 Penalty: 6161.090820
	Iteration 29Q: 3 clusters Score -2.90768e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 245882 members 
Entering Unmasked Estep 
Score: -29077256.000000 Penalty: 6161.090820
	Iteration 30Q: 3 clusters Score -2.907726e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 246282 members 
Entering Unmasked Estep 
Score: -29077570.000000 Penalty: 6161.090820
	Iteration 31Q: 3 clusters Score -2.907757e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 246565 members 
Entering Unmasked Estep 
Score: -29077816.000000 Penalty: 6161.090820
	Iteration 32Q: 3 clusters Score -2.907782e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 246781 members 
Entering Unmasked Estep 
Score: -29078014.000000 Penalty: 6161.090820
	Iteration 33Q: 3 clusters Score -2.907801e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 246935 members 
Entering Unmasked Estep 
Score: -29078186.000000 Penalty: 6161.090820
	Iteration 34Q: 3 clusters Score -2.907819e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 247042 members 
Entering Unmasked Estep 
Score: -29078316.000000 Penalty: 6161.090820
	Iteration 35Q: 3 clusters Score -2.907832e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 247116 members 
Entering Unmasked Estep 
Score: -29078380.000000 Penalty: 6161.090820
	Iteration 36Q: 3 clusters Score -2.907838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 247159 members 
Entering Unmasked Estep 
Score: -29078414.000000 Penalty: 6161.090820
	Iteration 37Q: 3 clusters Score -2.907841e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 247189 members 
Entering Unmasked Estep 
Score: -29078468.000000 Penalty: 6161.090820
	Iteration 38Q: 3 clusters Score -2.907847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 247218 members 
Entering Unmasked Estep 
Score: -29078494.000000 Penalty: 6161.090820
	Iteration 39Q: 3 clusters Score -2.907849e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 247237 members 
Entering Unmasked Estep 
Score: -29078548.000000 Penalty: 6161.090820
	Iteration 40F: 3 clusters Score -2.907855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 247258 members 
Entering Unmasked Estep 
Score: -29078558.000000 Penalty: 6161.090820
	Iteration 41Q: 3 clusters Score -2.907856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 247279 members 
Entering Unmasked Estep 
Score: -29078588.000000 Penalty: 6161.090820
	Iteration 42Q: 3 clusters Score -2.907859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 247299 members 
Entering Unmasked Estep 
Score: -29078602.000000 Penalty: 6161.090820
	Iteration 43Q: 3 clusters Score -2.90786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 247313 members 
Entering Unmasked Estep 
Score: -29078624.000000 Penalty: 6161.090820
	Iteration 44Q: 3 clusters Score -2.907862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 247323 members 
Entering Unmasked Estep 
Score: -29078640.000000 Penalty: 6161.090820
	Iteration 45Q: 3 clusters Score -2.907864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 247330 members 
Entering Unmasked Estep 
Score: -29078648.000000 Penalty: 6161.090820
	Iteration 46Q: 3 clusters Score -2.907865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 247334 members 
Entering Unmasked Estep 
Score: -29078644.000000 Penalty: 6161.090820
	Iteration 47Q: 3 clusters Score -2.907864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 247338 members 
Entering Unmasked Estep 
Score: -29078654.000000 Penalty: 6161.090820
	Iteration 48Q: 3 clusters Score -2.907865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 247343 members 
Entering Unmasked Estep 
Score: -29078666.000000 Penalty: 6161.090820
	Iteration 49Q: 3 clusters Score -2.907867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 247347 members 
Entering Unmasked Estep 
Score: -29078668.000000 Penalty: 6161.090820
	Iteration 50Q: 3 clusters Score -2.907867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 247350 members 
Entering Unmasked Estep 
Score: -29078674.000000 Penalty: 6161.090820
	Iteration 51Q: 3 clusters Score -2.907867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 247356 members 
Entering Unmasked Estep 
Score: -29078684.000000 Penalty: 6161.090820
	Iteration 52Q: 3 clusters Score -2.907868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 247355 members 
Entering Unmasked Estep 
Score: -29078676.000000 Penalty: 6161.090820
	Iteration 53Q: 3 clusters Score -2.907868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 247356 members 
Entering Unmasked Estep 
Score: -29078676.000000 Penalty: 6161.090820
	Iteration 54Q: 3 clusters Score -2.907868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 247356 members 
Entering Unmasked Estep 
Score: -29078676.000000 Penalty: 6161.090820
	Iteration 55F: 3 clusters Score -2.907868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Entering Unmasked Estep 
Score: -3886291.000000 Penalty: 2586.307617
	Iteration 0F: 2 clusters Score -3886291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3863220.000000 Penalty: 5172.615234
	Iteration 0F: 3 clusters Score -3863220 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3871677.500000 Penalty: 5172.615234
	Iteration 1F: 3 clusters Score -3871678 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3872254.500000 Penalty: 5172.615234
	Iteration 2Q: 3 clusters Score -3872254 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3873033.750000 Penalty: 5172.615234
	Iteration 3Q: 3 clusters Score -3873034 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3874100.500000 Penalty: 5172.615234
	Iteration 4F: 3 clusters Score -3874100 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3875545.500000 Penalty: 5172.615234
	Iteration 5F: 3 clusters Score -3875546 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3877221.750000 Penalty: 5172.615234
	Iteration 6F: 3 clusters Score -3877222 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3878856.750000 Penalty: 5172.615234
	Iteration 7F: 3 clusters Score -3878857 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3880353.500000 Penalty: 5172.615234
	Iteration 8F: 3 clusters Score -3880354 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3881562.250000 Penalty: 5172.615234
	Iteration 9Q: 3 clusters Score -3881562 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3882445.750000 Penalty: 5172.615234
	Iteration 10Q: 3 clusters Score -3882446 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3883026.500000 Penalty: 5172.615234
	Iteration 11Q: 3 clusters Score -3883026 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -3883408.750000 Penalty: 5172.615234
	Iteration 12Q: 3 clusters Score -3883409 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3883628.750000 Penalty: 5172.615234
	Iteration 13Q: 3 clusters Score -3883629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -3883766.000000 Penalty: 5172.615234
	Iteration 14Q: 3 clusters Score -3883766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -3883837.250000 Penalty: 5172.615234
	Iteration 15Q: 3 clusters Score -3883837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3883883.000000 Penalty: 5172.615234
	Iteration 16Q: 3 clusters Score -3883883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -3883914.750000 Penalty: 5172.615234
	Iteration 17Q: 3 clusters Score -3883915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3883936.750000 Penalty: 5172.615234
	Iteration 18Q: 3 clusters Score -3883937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3883967.000000 Penalty: 5172.615234
	Iteration 19Q: 3 clusters Score -3883967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -3883981.250000 Penalty: 5172.615234
	Iteration 20F: 3 clusters Score -3883981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -3884001.000000 Penalty: 5172.615234
	Iteration 21Q: 3 clusters Score -3884001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3884011.750000 Penalty: 5172.615234
	Iteration 22Q: 3 clusters Score -3884012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3884018.000000 Penalty: 5172.615234
	Iteration 23Q: 3 clusters Score -3884018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -3884027.000000 Penalty: 5172.615234
	Iteration 24Q: 3 clusters Score -3884027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -3884034.250000 Penalty: 5172.615234
	Iteration 25Q: 3 clusters Score -3884034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3884039.500000 Penalty: 5172.615234
	Iteration 26Q: 3 clusters Score -3884040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -3884044.500000 Penalty: 5172.615234
	Iteration 27Q: 3 clusters Score -3884044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3884042.750000 Penalty: 5172.615234
	Iteration 28Q: 3 clusters Score -3884043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3884042.750000 Penalty: 5172.615234
	Iteration 29F: 3 clusters Score -3884043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -1479417.750000 Penalty: 2342.050293
	Iteration 0F: 2 clusters Score -1479418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1470119.250000 Penalty: 4684.100586
	Iteration 0F: 3 clusters Score -1470119 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1473090.375000 Penalty: 4684.100586
	Iteration 1F: 3 clusters Score -1473090 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1473602.750000 Penalty: 4684.100586
	Iteration 2F: 3 clusters Score -1473603 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1474109.625000 Penalty: 4684.100586
	Iteration 3F: 3 clusters Score -1474110 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1474575.125000 Penalty: 4684.100586
	Iteration 4F: 3 clusters Score -1474575 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1474973.250000 Penalty: 4684.100586
	Iteration 5F: 3 clusters Score -1474973 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1475352.125000 Penalty: 4684.100586
	Iteration 6F: 3 clusters Score -1475352 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1475693.000000 Penalty: 4684.100586
	Iteration 7Q: 3 clusters Score -1475693 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1476031.250000 Penalty: 4684.100586
	Iteration 8Q: 3 clusters Score -1476031 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1476372.875000 Penalty: 4684.100586
	Iteration 9Q: 3 clusters Score -1476373 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1476658.000000 Penalty: 4684.100586
	Iteration 10Q: 3 clusters Score -1476658 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1476882.625000 Penalty: 4684.100586
	Iteration 11Q: 3 clusters Score -1476883 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1477046.750000 Penalty: 4684.100586
	Iteration 12Q: 3 clusters Score -1477047 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1477164.125000 Penalty: 4684.100586
	Iteration 13Q: 3 clusters Score -1477164 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1477267.875000 Penalty: 4684.100586
	Iteration 14Q: 3 clusters Score -1477268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1477344.875000 Penalty: 4684.100586
	Iteration 15Q: 3 clusters Score -1477345 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1477400.250000 Penalty: 4684.100586
	Iteration 16Q: 3 clusters Score -1477400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1477438.250000 Penalty: 4684.100586
	Iteration 17Q: 3 clusters Score -1477438 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1477470.000000 Penalty: 4684.100586
	Iteration 18Q: 3 clusters Score -1477470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1477498.375000 Penalty: 4684.100586
	Iteration 19Q: 3 clusters Score -1477498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1477525.875000 Penalty: 4684.100586
	Iteration 20F: 3 clusters Score -1477526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1477557.250000 Penalty: 4684.100586
	Iteration 21Q: 3 clusters Score -1477557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1477568.875000 Penalty: 4684.100586
	Iteration 22Q: 3 clusters Score -1477569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1477594.250000 Penalty: 4684.100586
	Iteration 23Q: 3 clusters Score -1477594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1477600.750000 Penalty: 4684.100586
	Iteration 24Q: 3 clusters Score -1477601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1477614.875000 Penalty: 4684.100586
	Iteration 25Q: 3 clusters Score -1477615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1477621.250000 Penalty: 4684.100586
	Iteration 26Q: 3 clusters Score -1477621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1477627.625000 Penalty: 4684.100586
	Iteration 27Q: 3 clusters Score -1477628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1477641.125000 Penalty: 4684.100586
	Iteration 28Q: 3 clusters Score -1477641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1477651.875000 Penalty: 4684.100586
	Iteration 29Q: 3 clusters Score -1477652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1477666.250000 Penalty: 4684.100586
	Iteration 30Q: 3 clusters Score -1477666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1477679.500000 Penalty: 4684.100586
	Iteration 31Q: 3 clusters Score -1477680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1477687.250000 Penalty: 4684.100586
	Iteration 32Q: 3 clusters Score -1477687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1477691.625000 Penalty: 4684.100586
	Iteration 33Q: 3 clusters Score -1477692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1477700.375000 Penalty: 4684.100586
	Iteration 34Q: 3 clusters Score -1477700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1477713.875000 Penalty: 4684.100586
	Iteration 35Q: 3 clusters Score -1477714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1477718.125000 Penalty: 4684.100586
	Iteration 36Q: 3 clusters Score -1477718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1477729.625000 Penalty: 4684.100586
	Iteration 37Q: 3 clusters Score -1477730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1477735.125000 Penalty: 4684.100586
	Iteration 38Q: 3 clusters Score -1477735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1477738.125000 Penalty: 4684.100586
	Iteration 39Q: 3 clusters Score -1477738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1477742.500000 Penalty: 4684.100586
	Iteration 40F: 3 clusters Score -1477742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1477746.000000 Penalty: 4684.100586
	Iteration 41Q: 3 clusters Score -1477746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1477747.500000 Penalty: 4684.100586
	Iteration 42Q: 3 clusters Score -1477748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1477754.625000 Penalty: 4684.100586
	Iteration 43Q: 3 clusters Score -1477755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1477752.625000 Penalty: 4684.100586
	Iteration 44Q: 3 clusters Score -1477753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1477752.750000 Penalty: 4684.100586
	Iteration 45Q: 3 clusters Score -1477753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1477755.125000 Penalty: 4684.100586
	Iteration 46Q: 3 clusters Score -1477755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1477759.375000 Penalty: 4684.100586
	Iteration 47Q: 3 clusters Score -1477759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1477764.375000 Penalty: 4684.100586
	Iteration 48Q: 3 clusters Score -1477764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1477764.875000 Penalty: 4684.100586
	Iteration 49Q: 3 clusters Score -1477765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1477772.375000 Penalty: 4684.100586
	Iteration 50Q: 3 clusters Score -1477772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1477778.250000 Penalty: 4684.100586
	Iteration 51Q: 3 clusters Score -1477778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1477783.125000 Penalty: 4684.100586
	Iteration 52Q: 3 clusters Score -1477783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1477783.000000 Penalty: 4684.100586
	Iteration 53Q: 3 clusters Score -1477783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1477785.750000 Penalty: 4684.100586
	Iteration 54Q: 3 clusters Score -1477786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1477797.000000 Penalty: 4684.100586
	Iteration 55Q: 3 clusters Score -1477797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1477798.625000 Penalty: 4684.100586
	Iteration 56Q: 3 clusters Score -1477799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1477802.625000 Penalty: 4684.100586
	Iteration 57Q: 3 clusters Score -1477803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1477808.125000 Penalty: 4684.100586
	Iteration 58Q: 3 clusters Score -1477808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1477811.125000 Penalty: 4684.100586
	Iteration 59Q: 3 clusters Score -1477811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1477812.125000 Penalty: 4684.100586
	Iteration 60F: 3 clusters Score -1477812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1477816.000000 Penalty: 4684.100586
	Iteration 61Q: 3 clusters Score -1477816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1477818.500000 Penalty: 4684.100586
	Iteration 62Q: 3 clusters Score -1477818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1477824.625000 Penalty: 4684.100586
	Iteration 63Q: 3 clusters Score -1477825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1477838.750000 Penalty: 4684.100586
	Iteration 64Q: 3 clusters Score -1477839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1477847.000000 Penalty: 4684.100586
	Iteration 65Q: 3 clusters Score -1477847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1477851.875000 Penalty: 4684.100586
	Iteration 66Q: 3 clusters Score -1477852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1477855.000000 Penalty: 4684.100586
	Iteration 67Q: 3 clusters Score -1477855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1477863.625000 Penalty: 4684.100586
	Iteration 68Q: 3 clusters Score -1477864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1477873.125000 Penalty: 4684.100586
	Iteration 69Q: 3 clusters Score -1477873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1477877.750000 Penalty: 4684.100586
	Iteration 70Q: 3 clusters Score -1477878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1477882.500000 Penalty: 4684.100586
	Iteration 71Q: 3 clusters Score -1477882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1477889.875000 Penalty: 4684.100586
	Iteration 72Q: 3 clusters Score -1477890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1477893.375000 Penalty: 4684.100586
	Iteration 73Q: 3 clusters Score -1477893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1477901.500000 Penalty: 4684.100586
	Iteration 74Q: 3 clusters Score -1477902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1477899.125000 Penalty: 4684.100586
	Iteration 75Q: 3 clusters Score -1477899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1477901.125000 Penalty: 4684.100586
	Iteration 76Q: 3 clusters Score -1477901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1477900.875000 Penalty: 4684.100586
	Iteration 77Q: 3 clusters Score -1477901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1477905.875000 Penalty: 4684.100586
	Iteration 78Q: 3 clusters Score -1477906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1477904.500000 Penalty: 4684.100586
	Iteration 79Q: 3 clusters Score -1477904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1477908.750000 Penalty: 4684.100586
	Iteration 80F: 3 clusters Score -1477909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1477908.500000 Penalty: 4684.100586
	Iteration 81Q: 3 clusters Score -1477908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1477910.750000 Penalty: 4684.100586
	Iteration 82Q: 3 clusters Score -1477911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1477910.375000 Penalty: 4684.100586
	Iteration 83Q: 3 clusters Score -1477910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1477910.250000 Penalty: 4684.100586
	Iteration 84Q: 3 clusters Score -1477910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1477910.250000 Penalty: 4684.100586
	Iteration 85F: 3 clusters Score -1477910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -267835.687500 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -267835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -265013.531250 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -265013.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -265538.750000 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -265538.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -265668.906250 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -265668.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -265748.343750 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -265748.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -265780.781250 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -265780.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -265801.562500 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -265801.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -265817.750000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -265817.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -265827.687500 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -265827.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265837.156250 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -265837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -265844.687500 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -265844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -265848.468750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -265848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -265850.687500 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -265850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -265852.718750 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -265852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -265852.906250 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -265852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -265852.906250 Penalty: 3846.860596
	Iteration 14F: 3 clusters Score -265852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (140253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140253 members 
Entering Unmasked Estep 
Score: -16175472.000000 Penalty: 2939.098389
	Iteration 0F: 2 clusters Score -1.617547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -16081305.000000 Penalty: 5878.196777
	Iteration 0F: 3 clusters Score -1.60813e+07 nChanged 67027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -16119865.000000 Penalty: 5878.196777
	Iteration 1F: 3 clusters Score -1.611986e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -16120852.000000 Penalty: 5878.196777
	Iteration 2Q: 3 clusters Score -1.612085e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -16122131.000000 Penalty: 5878.196777
	Iteration 3Q: 3 clusters Score -1.612213e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -16124655.000000 Penalty: 5878.196777
	Iteration 4Q: 3 clusters Score -1.612466e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -16128720.000000 Penalty: 5878.196777
	Iteration 5F: 3 clusters Score -1.612872e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -16135974.000000 Penalty: 5878.196777
	Iteration 6F: 3 clusters Score -1.613597e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -16147091.000000 Penalty: 5878.196777
	Iteration 7F: 3 clusters Score -1.614709e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -16158899.000000 Penalty: 5878.196777
	Iteration 8F: 3 clusters Score -1.61589e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 134162 members 
Entering Unmasked Estep 
Score: -16167139.000000 Penalty: 5878.196777
	Iteration 9F: 3 clusters Score -1.616714e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 138119 members 
Entering Unmasked Estep 
Score: -16170987.000000 Penalty: 5878.196777
	Iteration 10Q: 3 clusters Score -1.617099e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -16172144.000000 Penalty: 5878.196777
	Iteration 11Q: 3 clusters Score -1.617214e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -16172555.000000 Penalty: 5878.196777
	Iteration 12Q: 3 clusters Score -1.617256e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 139902 members 
Entering Unmasked Estep 
Score: -16172713.000000 Penalty: 5878.196777
	Iteration 13Q: 3 clusters Score -1.617271e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 139944 members 
Entering Unmasked Estep 
Score: -16172773.000000 Penalty: 5878.196777
	Iteration 14Q: 3 clusters Score -1.617277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 139957 members 
Entering Unmasked Estep 
Score: -16172806.000000 Penalty: 5878.196777
	Iteration 15Q: 3 clusters Score -1.617281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 139967 members 
Entering Unmasked Estep 
Score: -16172835.000000 Penalty: 5878.196777
	Iteration 16Q: 3 clusters Score -1.617284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -16172865.000000 Penalty: 5878.196777
	Iteration 17Q: 3 clusters Score -1.617286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -16172892.000000 Penalty: 5878.196777
	Iteration 18Q: 3 clusters Score -1.617289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -16172899.000000 Penalty: 5878.196777
	Iteration 19Q: 3 clusters Score -1.61729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -16172919.000000 Penalty: 5878.196777
	Iteration 20F: 3 clusters Score -1.617292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -16172926.000000 Penalty: 5878.196777
	Iteration 21Q: 3 clusters Score -1.617293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -16172926.000000 Penalty: 5878.196777
	Iteration 22Q: 3 clusters Score -1.617293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -16172931.000000 Penalty: 5878.196777
	Iteration 23Q: 3 clusters Score -1.617293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -16172932.000000 Penalty: 5878.196777
	Iteration 24Q: 3 clusters Score -1.617293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -16172932.000000 Penalty: 5878.196777
	Iteration 25Q: 3 clusters Score -1.617293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 139989 members 
Entering Unmasked Estep 
Score: -16172933.000000 Penalty: 5878.196777
	Iteration 26Q: 3 clusters Score -1.617293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -16172926.000000 Penalty: 5878.196777
	Iteration 27Q: 3 clusters Score -1.617293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -16172926.000000 Penalty: 5878.196777
	Iteration 28Q: 3 clusters Score -1.617293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -16172930.000000 Penalty: 5878.196777
	Iteration 29Q: 3 clusters Score -1.617293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -16172931.000000 Penalty: 5878.196777
	Iteration 30Q: 3 clusters Score -1.617293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -16172931.000000 Penalty: 5878.196777
	Iteration 31F: 3 clusters Score -1.617293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -246108.015625 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -246108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -243198.156250 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -243198.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -243957.562500 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -243957.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -244254.140625 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -244254.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -244447.609375 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -244447.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -244577.625000 Penalty: 3894.424072
	Iteration 4F: 3 clusters Score -244577.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -244654.078125 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -244654.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -244713.609375 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -244713.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -244765.187500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -244765.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -244785.953125 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -244786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -244807.921875 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -244807.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -244823.796875 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -244823.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -244839.875000 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -244839.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -244853.796875 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -244853.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -244867.250000 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -244867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -244876.812500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -244876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -244888.062500 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -244888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -244897.781250 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -244897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -244914.000000 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -244914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -244930.171875 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -244930.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -244941.437500 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -244941.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -244955.062500 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -244955.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244974.875000 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -244974.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -244987.828125 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -244987.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -245002.640625 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -245002.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -245026.765625 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -245026.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -245042.875000 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -245042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -245051.531250 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -245051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245058.218750 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -245058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -245064.984375 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -245065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -245081.531250 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -245081.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245099.671875 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -245099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245117.250000 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -245117.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -245145.625000 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -245145.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -245179.515625 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -245179.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245201.437500 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -245201.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -245217.281250 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -245217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -245224.718750 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -245224.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -245232.328125 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -245232.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -245239.375000 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -245239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -245242.484375 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -245242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -245245.953125 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -245246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245252.406250 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -245252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -245258.109375 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -245258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -245260.312500 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -245260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -245263.671875 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -245263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -245270.265625 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -245270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -245274.437500 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -245274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -245278.515625 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -245278.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -245284.625000 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -245284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -245287.312500 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -245287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -245288.437500 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -245288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -245288.421875 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -245288.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -245288.859375 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -245288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -245289.296875 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -245289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -245289.609375 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -245289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -245290.125000 Penalty: 3894.424072
	Iteration 55Q: 3 clusters Score -245290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -245290.125000 Penalty: 3894.424072
	Iteration 56F: 3 clusters Score -245290.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Entering Unmasked Estep 
Score: -2519188.750000 Penalty: 2506.899902
	Iteration 0F: 2 clusters Score -2519189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2502236.250000 Penalty: 5013.799805
	Iteration 0F: 3 clusters Score -2502236 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2508474.750000 Penalty: 5013.799805
	Iteration 1F: 3 clusters Score -2508475 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2509330.250000 Penalty: 5013.799805
	Iteration 2F: 3 clusters Score -2509330 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2510223.750000 Penalty: 5013.799805
	Iteration 3F: 3 clusters Score -2510224 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2511093.750000 Penalty: 5013.799805
	Iteration 4F: 3 clusters Score -2511094 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2511869.000000 Penalty: 5013.799805
	Iteration 5F: 3 clusters Score -2511869 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2512530.500000 Penalty: 5013.799805
	Iteration 6F: 3 clusters Score -2512530 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2513044.750000 Penalty: 5013.799805
	Iteration 7Q: 3 clusters Score -2513045 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2513444.500000 Penalty: 5013.799805
	Iteration 8Q: 3 clusters Score -2513444 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2513750.000000 Penalty: 5013.799805
	Iteration 9Q: 3 clusters Score -2513750 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2514039.250000 Penalty: 5013.799805
	Iteration 10Q: 3 clusters Score -2514039 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2514260.750000 Penalty: 5013.799805
	Iteration 11Q: 3 clusters Score -2514261 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2514419.250000 Penalty: 5013.799805
	Iteration 12Q: 3 clusters Score -2514419 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2514554.750000 Penalty: 5013.799805
	Iteration 13Q: 3 clusters Score -2514555 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2514687.750000 Penalty: 5013.799805
	Iteration 14Q: 3 clusters Score -2514688 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2514809.750000 Penalty: 5013.799805
	Iteration 15Q: 3 clusters Score -2514810 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2514913.000000 Penalty: 5013.799805
	Iteration 16Q: 3 clusters Score -2514913 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2514991.500000 Penalty: 5013.799805
	Iteration 17Q: 3 clusters Score -2514992 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2515063.250000 Penalty: 5013.799805
	Iteration 18Q: 3 clusters Score -2515063 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2515108.500000 Penalty: 5013.799805
	Iteration 19Q: 3 clusters Score -2515108 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2515154.500000 Penalty: 5013.799805
	Iteration 20F: 3 clusters Score -2515154 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2515174.250000 Penalty: 5013.799805
	Iteration 21Q: 3 clusters Score -2515174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2515214.250000 Penalty: 5013.799805
	Iteration 22Q: 3 clusters Score -2515214 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2515238.250000 Penalty: 5013.799805
	Iteration 23Q: 3 clusters Score -2515238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2515266.000000 Penalty: 5013.799805
	Iteration 24Q: 3 clusters Score -2515266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2515273.000000 Penalty: 5013.799805
	Iteration 25Q: 3 clusters Score -2515273 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2515300.500000 Penalty: 5013.799805
	Iteration 26Q: 3 clusters Score -2515300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2515321.750000 Penalty: 5013.799805
	Iteration 27Q: 3 clusters Score -2515322 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2515337.500000 Penalty: 5013.799805
	Iteration 28Q: 3 clusters Score -2515338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2515347.750000 Penalty: 5013.799805
	Iteration 29Q: 3 clusters Score -2515348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2515367.000000 Penalty: 5013.799805
	Iteration 30Q: 3 clusters Score -2515367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2515383.000000 Penalty: 5013.799805
	Iteration 31Q: 3 clusters Score -2515383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2515396.000000 Penalty: 5013.799805
	Iteration 32Q: 3 clusters Score -2515396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2515408.500000 Penalty: 5013.799805
	Iteration 33Q: 3 clusters Score -2515408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2515421.500000 Penalty: 5013.799805
	Iteration 34Q: 3 clusters Score -2515422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2515436.500000 Penalty: 5013.799805
	Iteration 35Q: 3 clusters Score -2515436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2515451.250000 Penalty: 5013.799805
	Iteration 36Q: 3 clusters Score -2515451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2515458.250000 Penalty: 5013.799805
	Iteration 37Q: 3 clusters Score -2515458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2515464.250000 Penalty: 5013.799805
	Iteration 38Q: 3 clusters Score -2515464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2515487.000000 Penalty: 5013.799805
	Iteration 39Q: 3 clusters Score -2515487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2515498.000000 Penalty: 5013.799805
	Iteration 40F: 3 clusters Score -2515498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2515511.000000 Penalty: 5013.799805
	Iteration 41Q: 3 clusters Score -2515511 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2515530.750000 Penalty: 5013.799805
	Iteration 42Q: 3 clusters Score -2515531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2515549.000000 Penalty: 5013.799805
	Iteration 43Q: 3 clusters Score -2515549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2515560.000000 Penalty: 5013.799805
	Iteration 44Q: 3 clusters Score -2515560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2515572.250000 Penalty: 5013.799805
	Iteration 45Q: 3 clusters Score -2515572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2515587.750000 Penalty: 5013.799805
	Iteration 46Q: 3 clusters Score -2515588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2515609.250000 Penalty: 5013.799805
	Iteration 47Q: 3 clusters Score -2515609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2515626.000000 Penalty: 5013.799805
	Iteration 48Q: 3 clusters Score -2515626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2515648.000000 Penalty: 5013.799805
	Iteration 49Q: 3 clusters Score -2515648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2515660.750000 Penalty: 5013.799805
	Iteration 50Q: 3 clusters Score -2515661 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2515687.250000 Penalty: 5013.799805
	Iteration 51Q: 3 clusters Score -2515687 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2515716.000000 Penalty: 5013.799805
	Iteration 52Q: 3 clusters Score -2515716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2515718.000000 Penalty: 5013.799805
	Iteration 53Q: 3 clusters Score -2515718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2515736.500000 Penalty: 5013.799805
	Iteration 54Q: 3 clusters Score -2515736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2515746.750000 Penalty: 5013.799805
	Iteration 55Q: 3 clusters Score -2515747 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2515768.250000 Penalty: 5013.799805
	Iteration 56Q: 3 clusters Score -2515768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2515787.500000 Penalty: 5013.799805
	Iteration 57Q: 3 clusters Score -2515788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2515809.500000 Penalty: 5013.799805
	Iteration 58Q: 3 clusters Score -2515810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2515834.500000 Penalty: 5013.799805
	Iteration 59Q: 3 clusters Score -2515834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2515857.250000 Penalty: 5013.799805
	Iteration 60F: 3 clusters Score -2515857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2515883.000000 Penalty: 5013.799805
	Iteration 61Q: 3 clusters Score -2515883 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2515914.750000 Penalty: 5013.799805
	Iteration 62Q: 3 clusters Score -2515915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2515942.500000 Penalty: 5013.799805
	Iteration 63Q: 3 clusters Score -2515942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2515982.500000 Penalty: 5013.799805
	Iteration 64Q: 3 clusters Score -2515982 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2516034.000000 Penalty: 5013.799805
	Iteration 65Q: 3 clusters Score -2516034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2516080.000000 Penalty: 5013.799805
	Iteration 66Q: 3 clusters Score -2516080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2516127.750000 Penalty: 5013.799805
	Iteration 67Q: 3 clusters Score -2516128 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2516198.250000 Penalty: 5013.799805
	Iteration 68Q: 3 clusters Score -2516198 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2516247.500000 Penalty: 5013.799805
	Iteration 69Q: 3 clusters Score -2516248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2516287.750000 Penalty: 5013.799805
	Iteration 70Q: 3 clusters Score -2516288 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2516356.500000 Penalty: 5013.799805
	Iteration 71Q: 3 clusters Score -2516356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2516406.500000 Penalty: 5013.799805
	Iteration 72Q: 3 clusters Score -2516406 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2516472.500000 Penalty: 5013.799805
	Iteration 73Q: 3 clusters Score -2516472 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2516541.000000 Penalty: 5013.799805
	Iteration 74Q: 3 clusters Score -2516541 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2516607.250000 Penalty: 5013.799805
	Iteration 75Q: 3 clusters Score -2516607 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2516663.250000 Penalty: 5013.799805
	Iteration 76Q: 3 clusters Score -2516663 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2516727.750000 Penalty: 5013.799805
	Iteration 77Q: 3 clusters Score -2516728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2516808.000000 Penalty: 5013.799805
	Iteration 78Q: 3 clusters Score -2516808 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2516874.250000 Penalty: 5013.799805
	Iteration 79Q: 3 clusters Score -2516874 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2516947.250000 Penalty: 5013.799805
	Iteration 80F: 3 clusters Score -2516947 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2517021.000000 Penalty: 5013.799805
	Iteration 81Q: 3 clusters Score -2517021 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2517103.000000 Penalty: 5013.799805
	Iteration 82Q: 3 clusters Score -2517103 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2517172.000000 Penalty: 5013.799805
	Iteration 83Q: 3 clusters Score -2517172 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2517259.500000 Penalty: 5013.799805
	Iteration 84Q: 3 clusters Score -2517260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2517333.750000 Penalty: 5013.799805
	Iteration 85Q: 3 clusters Score -2517334 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2517392.750000 Penalty: 5013.799805
	Iteration 86Q: 3 clusters Score -2517393 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2517458.000000 Penalty: 5013.799805
	Iteration 87Q: 3 clusters Score -2517458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2517515.500000 Penalty: 5013.799805
	Iteration 88Q: 3 clusters Score -2517516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2517585.500000 Penalty: 5013.799805
	Iteration 89Q: 3 clusters Score -2517586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2517642.500000 Penalty: 5013.799805
	Iteration 90Q: 3 clusters Score -2517642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2517701.500000 Penalty: 5013.799805
	Iteration 91Q: 3 clusters Score -2517702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2517753.750000 Penalty: 5013.799805
	Iteration 92Q: 3 clusters Score -2517754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2517775.750000 Penalty: 5013.799805
	Iteration 93Q: 3 clusters Score -2517776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2517807.500000 Penalty: 5013.799805
	Iteration 94Q: 3 clusters Score -2517808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2517837.750000 Penalty: 5013.799805
	Iteration 95Q: 3 clusters Score -2517838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2517863.250000 Penalty: 5013.799805
	Iteration 96Q: 3 clusters Score -2517863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2517887.250000 Penalty: 5013.799805
	Iteration 97Q: 3 clusters Score -2517887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2517897.750000 Penalty: 5013.799805
	Iteration 98Q: 3 clusters Score -2517898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2517917.500000 Penalty: 5013.799805
	Iteration 99Q: 3 clusters Score -2517918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2517924.500000 Penalty: 5013.799805
	Iteration 100F: 3 clusters Score -2517924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2517943.000000 Penalty: 5013.799805
	Iteration 101Q: 3 clusters Score -2517943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2517956.000000 Penalty: 5013.799805
	Iteration 102Q: 3 clusters Score -2517956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2517961.250000 Penalty: 5013.799805
	Iteration 103Q: 3 clusters Score -2517961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2517965.500000 Penalty: 5013.799805
	Iteration 104Q: 3 clusters Score -2517966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2517973.500000 Penalty: 5013.799805
	Iteration 105Q: 3 clusters Score -2517974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2517982.250000 Penalty: 5013.799805
	Iteration 106Q: 3 clusters Score -2517982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2517982.250000 Penalty: 5013.799805
	Iteration 107Q: 3 clusters Score -2517982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2517990.750000 Penalty: 5013.799805
	Iteration 108Q: 3 clusters Score -2517991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2517993.000000 Penalty: 5013.799805
	Iteration 109Q: 3 clusters Score -2517993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2518002.250000 Penalty: 5013.799805
	Iteration 110Q: 3 clusters Score -2518002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2518009.250000 Penalty: 5013.799805
	Iteration 111Q: 3 clusters Score -2518009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2518008.250000 Penalty: 5013.799805
	Iteration 112Q: 3 clusters Score -2518008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2518010.000000 Penalty: 5013.799805
	Iteration 113Q: 3 clusters Score -2518010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2518011.500000 Penalty: 5013.799805
	Iteration 114Q: 3 clusters Score -2518012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2518013.500000 Penalty: 5013.799805
	Iteration 115Q: 3 clusters Score -2518014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2518016.000000 Penalty: 5013.799805
	Iteration 116Q: 3 clusters Score -2518016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2518022.500000 Penalty: 5013.799805
	Iteration 117Q: 3 clusters Score -2518022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2518017.750000 Penalty: 5013.799805
	Iteration 118Q: 3 clusters Score -2518018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2518025.000000 Penalty: 5013.799805
	Iteration 119Q: 3 clusters Score -2518025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2518029.250000 Penalty: 5013.799805
	Iteration 120F: 3 clusters Score -2518029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2518032.250000 Penalty: 5013.799805
	Iteration 121Q: 3 clusters Score -2518032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2518033.000000 Penalty: 5013.799805
	Iteration 122Q: 3 clusters Score -2518033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2518035.500000 Penalty: 5013.799805
	Iteration 123Q: 3 clusters Score -2518036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2518035.000000 Penalty: 5013.799805
	Iteration 124Q: 3 clusters Score -2518035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2518036.500000 Penalty: 5013.799805
	Iteration 125Q: 3 clusters Score -2518036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2518042.250000 Penalty: 5013.799805
	Iteration 126Q: 3 clusters Score -2518042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2518040.500000 Penalty: 5013.799805
	Iteration 127Q: 3 clusters Score -2518040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2518040.250000 Penalty: 5013.799805
	Iteration 128Q: 3 clusters Score -2518040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2518040.250000 Penalty: 5013.799805
	Iteration 129F: 3 clusters Score -2518040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -865948.687500 Penalty: 2206.658936
	Iteration 0F: 2 clusters Score -865948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -860000.937500 Penalty: 4413.317871
	Iteration 0F: 3 clusters Score -860000.9 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -861592.562500 Penalty: 4413.317871
	Iteration 1F: 3 clusters Score -861592.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -861862.500000 Penalty: 4413.317871
	Iteration 2F: 3 clusters Score -861862.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -862032.500000 Penalty: 4413.317871
	Iteration 3F: 3 clusters Score -862032.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -862156.437500 Penalty: 4413.317871
	Iteration 4Q: 3 clusters Score -862156.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -862254.937500 Penalty: 4413.317871
	Iteration 5Q: 3 clusters Score -862254.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -862333.562500 Penalty: 4413.317871
	Iteration 6Q: 3 clusters Score -862333.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -862415.125000 Penalty: 4413.317871
	Iteration 7Q: 3 clusters Score -862415.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -862483.687500 Penalty: 4413.317871
	Iteration 8Q: 3 clusters Score -862483.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -862545.687500 Penalty: 4413.317871
	Iteration 9Q: 3 clusters Score -862545.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -862610.125000 Penalty: 4413.317871
	Iteration 10Q: 3 clusters Score -862610.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -862684.062500 Penalty: 4413.317871
	Iteration 11Q: 3 clusters Score -862684.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -862761.687500 Penalty: 4413.317871
	Iteration 12Q: 3 clusters Score -862761.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -862850.312500 Penalty: 4413.317871
	Iteration 13Q: 3 clusters Score -862850.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -862967.187500 Penalty: 4413.317871
	Iteration 14Q: 3 clusters Score -862967.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -863100.937500 Penalty: 4413.317871
	Iteration 15Q: 3 clusters Score -863100.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -863222.562500 Penalty: 4413.317871
	Iteration 16Q: 3 clusters Score -863222.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -863338.812500 Penalty: 4413.317871
	Iteration 17Q: 3 clusters Score -863338.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -863461.062500 Penalty: 4413.317871
	Iteration 18Q: 3 clusters Score -863461.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -863552.562500 Penalty: 4413.317871
	Iteration 19Q: 3 clusters Score -863552.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -863659.687500 Penalty: 4413.317871
	Iteration 20F: 3 clusters Score -863659.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -863744.250000 Penalty: 4413.317871
	Iteration 21Q: 3 clusters Score -863744.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -863808.062500 Penalty: 4413.317871
	Iteration 22Q: 3 clusters Score -863808.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -863846.250000 Penalty: 4413.317871
	Iteration 23Q: 3 clusters Score -863846.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -863886.687500 Penalty: 4413.317871
	Iteration 24Q: 3 clusters Score -863886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -863901.250000 Penalty: 4413.317871
	Iteration 25Q: 3 clusters Score -863901.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -863919.687500 Penalty: 4413.317871
	Iteration 26Q: 3 clusters Score -863919.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -863938.625000 Penalty: 4413.317871
	Iteration 27Q: 3 clusters Score -863938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -863950.625000 Penalty: 4413.317871
	Iteration 28Q: 3 clusters Score -863950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -863963.312500 Penalty: 4413.317871
	Iteration 29Q: 3 clusters Score -863963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -863972.625000 Penalty: 4413.317871
	Iteration 30Q: 3 clusters Score -863972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -863979.937500 Penalty: 4413.317871
	Iteration 31Q: 3 clusters Score -863979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -863982.500000 Penalty: 4413.317871
	Iteration 32Q: 3 clusters Score -863982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -863987.687500 Penalty: 4413.317871
	Iteration 33Q: 3 clusters Score -863987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -863997.500000 Penalty: 4413.317871
	Iteration 34Q: 3 clusters Score -863997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -864006.812500 Penalty: 4413.317871
	Iteration 35Q: 3 clusters Score -864006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -864012.625000 Penalty: 4413.317871
	Iteration 36Q: 3 clusters Score -864012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -864014.375000 Penalty: 4413.317871
	Iteration 37Q: 3 clusters Score -864014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -864014.375000 Penalty: 4413.317871
	Iteration 38F: 3 clusters Score -864014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Entering Unmasked Estep 
Score: -1239401.125000 Penalty: 2315.110107
	Iteration 0F: 2 clusters Score -1239401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1230924.250000 Penalty: 4630.220215
	Iteration 0F: 3 clusters Score -1230924 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1233585.625000 Penalty: 4630.220215
	Iteration 1F: 3 clusters Score -1233586 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1234109.250000 Penalty: 4630.220215
	Iteration 2F: 3 clusters Score -1234109 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1234616.250000 Penalty: 4630.220215
	Iteration 3F: 3 clusters Score -1234616 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1235088.250000 Penalty: 4630.220215
	Iteration 4F: 3 clusters Score -1235088 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1235498.000000 Penalty: 4630.220215
	Iteration 5F: 3 clusters Score -1235498 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1235824.625000 Penalty: 4630.220215
	Iteration 6Q: 3 clusters Score -1235825 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1236132.125000 Penalty: 4630.220215
	Iteration 7Q: 3 clusters Score -1236132 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1236399.000000 Penalty: 4630.220215
	Iteration 8Q: 3 clusters Score -1236399 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1236643.250000 Penalty: 4630.220215
	Iteration 9Q: 3 clusters Score -1236643 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1236907.375000 Penalty: 4630.220215
	Iteration 10Q: 3 clusters Score -1236907 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1237163.250000 Penalty: 4630.220215
	Iteration 11Q: 3 clusters Score -1237163 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1237338.125000 Penalty: 4630.220215
	Iteration 12Q: 3 clusters Score -1237338 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1237483.125000 Penalty: 4630.220215
	Iteration 13Q: 3 clusters Score -1237483 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1237595.125000 Penalty: 4630.220215
	Iteration 14Q: 3 clusters Score -1237595 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1237677.875000 Penalty: 4630.220215
	Iteration 15Q: 3 clusters Score -1237678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1237737.625000 Penalty: 4630.220215
	Iteration 16Q: 3 clusters Score -1237738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1237770.000000 Penalty: 4630.220215
	Iteration 17Q: 3 clusters Score -1237770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1237805.750000 Penalty: 4630.220215
	Iteration 18Q: 3 clusters Score -1237806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1237836.625000 Penalty: 4630.220215
	Iteration 19Q: 3 clusters Score -1237837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1237858.000000 Penalty: 4630.220215
	Iteration 20F: 3 clusters Score -1237858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1237889.250000 Penalty: 4630.220215
	Iteration 21Q: 3 clusters Score -1237889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1237916.750000 Penalty: 4630.220215
	Iteration 22Q: 3 clusters Score -1237917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1237939.875000 Penalty: 4630.220215
	Iteration 23Q: 3 clusters Score -1237940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1237958.625000 Penalty: 4630.220215
	Iteration 24Q: 3 clusters Score -1237959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1237963.750000 Penalty: 4630.220215
	Iteration 25Q: 3 clusters Score -1237964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1237976.000000 Penalty: 4630.220215
	Iteration 26Q: 3 clusters Score -1237976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1237982.875000 Penalty: 4630.220215
	Iteration 27Q: 3 clusters Score -1237983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1237983.875000 Penalty: 4630.220215
	Iteration 28Q: 3 clusters Score -1237984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1237993.625000 Penalty: 4630.220215
	Iteration 29Q: 3 clusters Score -1237994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1238002.750000 Penalty: 4630.220215
	Iteration 30Q: 3 clusters Score -1238003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1238008.375000 Penalty: 4630.220215
	Iteration 31Q: 3 clusters Score -1238008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1238017.375000 Penalty: 4630.220215
	Iteration 32Q: 3 clusters Score -1238017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1238025.875000 Penalty: 4630.220215
	Iteration 33Q: 3 clusters Score -1238026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1238026.625000 Penalty: 4630.220215
	Iteration 34Q: 3 clusters Score -1238027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1238033.000000 Penalty: 4630.220215
	Iteration 35Q: 3 clusters Score -1238033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1238050.250000 Penalty: 4630.220215
	Iteration 36Q: 3 clusters Score -1238050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1238054.625000 Penalty: 4630.220215
	Iteration 37Q: 3 clusters Score -1238055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1238065.000000 Penalty: 4630.220215
	Iteration 38Q: 3 clusters Score -1238065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1238072.875000 Penalty: 4630.220215
	Iteration 39Q: 3 clusters Score -1238073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1238075.875000 Penalty: 4630.220215
	Iteration 40F: 3 clusters Score -1238076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1238079.125000 Penalty: 4630.220215
	Iteration 41Q: 3 clusters Score -1238079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1238080.875000 Penalty: 4630.220215
	Iteration 42Q: 3 clusters Score -1238081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1238083.375000 Penalty: 4630.220215
	Iteration 43Q: 3 clusters Score -1238083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1238088.625000 Penalty: 4630.220215
	Iteration 44Q: 3 clusters Score -1238089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1238093.875000 Penalty: 4630.220215
	Iteration 45Q: 3 clusters Score -1238094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1238098.500000 Penalty: 4630.220215
	Iteration 46Q: 3 clusters Score -1238098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1238101.625000 Penalty: 4630.220215
	Iteration 47Q: 3 clusters Score -1238102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1238102.125000 Penalty: 4630.220215
	Iteration 48Q: 3 clusters Score -1238102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1238106.250000 Penalty: 4630.220215
	Iteration 49Q: 3 clusters Score -1238106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1238108.000000 Penalty: 4630.220215
	Iteration 50Q: 3 clusters Score -1238108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1238108.125000 Penalty: 4630.220215
	Iteration 51Q: 3 clusters Score -1238108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1238108.000000 Penalty: 4630.220215
	Iteration 52Q: 3 clusters Score -1238108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1238108.750000 Penalty: 4630.220215
	Iteration 53Q: 3 clusters Score -1238109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1238108.500000 Penalty: 4630.220215
	Iteration 54Q: 3 clusters Score -1238108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1238108.250000 Penalty: 4630.220215
	Iteration 55Q: 3 clusters Score -1238108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1238109.875000 Penalty: 4630.220215
	Iteration 56Q: 3 clusters Score -1238110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1238113.000000 Penalty: 4630.220215
	Iteration 57Q: 3 clusters Score -1238113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1238111.875000 Penalty: 4630.220215
	Iteration 58Q: 3 clusters Score -1238112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1238113.500000 Penalty: 4630.220215
	Iteration 59Q: 3 clusters Score -1238114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1238112.000000 Penalty: 4630.220215
	Iteration 60F: 3 clusters Score -1238112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1238111.250000 Penalty: 4630.220215
	Iteration 61Q: 3 clusters Score -1238111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1238112.125000 Penalty: 4630.220215
	Iteration 62Q: 3 clusters Score -1238112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1238112.750000 Penalty: 4630.220215
	Iteration 63Q: 3 clusters Score -1238113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1238113.375000 Penalty: 4630.220215
	Iteration 64Q: 3 clusters Score -1238113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1238113.375000 Penalty: 4630.220215
	Iteration 65Q: 3 clusters Score -1238113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1238115.750000 Penalty: 4630.220215
	Iteration 66Q: 3 clusters Score -1238116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1238115.500000 Penalty: 4630.220215
	Iteration 67Q: 3 clusters Score -1238116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1238116.875000 Penalty: 4630.220215
	Iteration 68Q: 3 clusters Score -1238117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1238119.125000 Penalty: 4630.220215
	Iteration 69Q: 3 clusters Score -1238119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1238124.000000 Penalty: 4630.220215
	Iteration 70Q: 3 clusters Score -1238124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1238123.875000 Penalty: 4630.220215
	Iteration 71Q: 3 clusters Score -1238124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1238129.000000 Penalty: 4630.220215
	Iteration 72Q: 3 clusters Score -1238129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1238132.750000 Penalty: 4630.220215
	Iteration 73Q: 3 clusters Score -1238133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1238138.125000 Penalty: 4630.220215
	Iteration 74Q: 3 clusters Score -1238138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1238141.375000 Penalty: 4630.220215
	Iteration 75Q: 3 clusters Score -1238141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1238145.000000 Penalty: 4630.220215
	Iteration 76Q: 3 clusters Score -1238145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1238141.750000 Penalty: 4630.220215
	Iteration 77Q: 3 clusters Score -1238142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1238142.500000 Penalty: 4630.220215
	Iteration 78Q: 3 clusters Score -1238142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1238142.500000 Penalty: 4630.220215
	Iteration 79F: 3 clusters Score -1238142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -1172539.125000 Penalty: 2315.940430
	Iteration 0F: 2 clusters Score -1172539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1164018.000000 Penalty: 4631.880859
	Iteration 0F: 3 clusters Score -1164018 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1166801.000000 Penalty: 4631.880859
	Iteration 1F: 3 clusters Score -1166801 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1167421.500000 Penalty: 4631.880859
	Iteration 2F: 3 clusters Score -1167422 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1167937.875000 Penalty: 4631.880859
	Iteration 3F: 3 clusters Score -1167938 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1168434.875000 Penalty: 4631.880859
	Iteration 4F: 3 clusters Score -1168435 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1168919.500000 Penalty: 4631.880859
	Iteration 5F: 3 clusters Score -1168920 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1169357.250000 Penalty: 4631.880859
	Iteration 6F: 3 clusters Score -1169357 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1169750.250000 Penalty: 4631.880859
	Iteration 7Q: 3 clusters Score -1169750 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1170056.375000 Penalty: 4631.880859
	Iteration 8Q: 3 clusters Score -1170056 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1170285.875000 Penalty: 4631.880859
	Iteration 9Q: 3 clusters Score -1170286 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1170486.625000 Penalty: 4631.880859
	Iteration 10Q: 3 clusters Score -1170487 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1170644.750000 Penalty: 4631.880859
	Iteration 11Q: 3 clusters Score -1170645 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1170795.750000 Penalty: 4631.880859
	Iteration 12Q: 3 clusters Score -1170796 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1170902.125000 Penalty: 4631.880859
	Iteration 13Q: 3 clusters Score -1170902 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1170993.250000 Penalty: 4631.880859
	Iteration 14Q: 3 clusters Score -1170993 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1171068.750000 Penalty: 4631.880859
	Iteration 15Q: 3 clusters Score -1171069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1171137.125000 Penalty: 4631.880859
	Iteration 16Q: 3 clusters Score -1171137 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1171193.500000 Penalty: 4631.880859
	Iteration 17Q: 3 clusters Score -1171194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1171246.375000 Penalty: 4631.880859
	Iteration 18Q: 3 clusters Score -1171246 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1171291.750000 Penalty: 4631.880859
	Iteration 19Q: 3 clusters Score -1171292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1171329.125000 Penalty: 4631.880859
	Iteration 20F: 3 clusters Score -1171329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1171363.750000 Penalty: 4631.880859
	Iteration 21Q: 3 clusters Score -1171364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1171391.000000 Penalty: 4631.880859
	Iteration 22Q: 3 clusters Score -1171391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1171415.375000 Penalty: 4631.880859
	Iteration 23Q: 3 clusters Score -1171415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1171433.875000 Penalty: 4631.880859
	Iteration 24Q: 3 clusters Score -1171434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1171449.375000 Penalty: 4631.880859
	Iteration 25Q: 3 clusters Score -1171449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1171464.250000 Penalty: 4631.880859
	Iteration 26Q: 3 clusters Score -1171464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1171479.875000 Penalty: 4631.880859
	Iteration 27Q: 3 clusters Score -1171480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1171485.750000 Penalty: 4631.880859
	Iteration 28Q: 3 clusters Score -1171486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1171500.875000 Penalty: 4631.880859
	Iteration 29Q: 3 clusters Score -1171501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1171507.875000 Penalty: 4631.880859
	Iteration 30Q: 3 clusters Score -1171508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1171517.750000 Penalty: 4631.880859
	Iteration 31Q: 3 clusters Score -1171518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1171531.375000 Penalty: 4631.880859
	Iteration 32Q: 3 clusters Score -1171531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1171544.000000 Penalty: 4631.880859
	Iteration 33Q: 3 clusters Score -1171544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1171561.625000 Penalty: 4631.880859
	Iteration 34Q: 3 clusters Score -1171562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1171576.375000 Penalty: 4631.880859
	Iteration 35Q: 3 clusters Score -1171576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1171590.375000 Penalty: 4631.880859
	Iteration 36Q: 3 clusters Score -1171590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1171594.750000 Penalty: 4631.880859
	Iteration 37Q: 3 clusters Score -1171595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1171610.125000 Penalty: 4631.880859
	Iteration 38Q: 3 clusters Score -1171610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1171614.500000 Penalty: 4631.880859
	Iteration 39Q: 3 clusters Score -1171614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1171619.375000 Penalty: 4631.880859
	Iteration 40F: 3 clusters Score -1171619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1171622.500000 Penalty: 4631.880859
	Iteration 41Q: 3 clusters Score -1171622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1171624.125000 Penalty: 4631.880859
	Iteration 42Q: 3 clusters Score -1171624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1171629.000000 Penalty: 4631.880859
	Iteration 43Q: 3 clusters Score -1171629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1171628.875000 Penalty: 4631.880859
	Iteration 44Q: 3 clusters Score -1171629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1171632.125000 Penalty: 4631.880859
	Iteration 45Q: 3 clusters Score -1171632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1171633.250000 Penalty: 4631.880859
	Iteration 46Q: 3 clusters Score -1171633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1171633.125000 Penalty: 4631.880859
	Iteration 47Q: 3 clusters Score -1171633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1171632.500000 Penalty: 4631.880859
	Iteration 48Q: 3 clusters Score -1171632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1171634.375000 Penalty: 4631.880859
	Iteration 49Q: 3 clusters Score -1171634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1171633.875000 Penalty: 4631.880859
	Iteration 50Q: 3 clusters Score -1171634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1171634.750000 Penalty: 4631.880859
	Iteration 51Q: 3 clusters Score -1171635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1171636.625000 Penalty: 4631.880859
	Iteration 52Q: 3 clusters Score -1171637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1171637.750000 Penalty: 4631.880859
	Iteration 53Q: 3 clusters Score -1171638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1171637.125000 Penalty: 4631.880859
	Iteration 54Q: 3 clusters Score -1171637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1171637.125000 Penalty: 4631.880859
	Iteration 55F: 3 clusters Score -1171637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Entering Unmasked Estep 
Score: -1206816.375000 Penalty: 2305.582031
	Iteration 0F: 2 clusters Score -1206816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1198627.875000 Penalty: 4611.164062
	Iteration 0F: 3 clusters Score -1198628 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1201203.375000 Penalty: 4611.164062
	Iteration 1F: 3 clusters Score -1201203 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1201584.625000 Penalty: 4611.164062
	Iteration 2F: 3 clusters Score -1201585 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1201868.750000 Penalty: 4611.164062
	Iteration 3F: 3 clusters Score -1201869 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1202121.500000 Penalty: 4611.164062
	Iteration 4Q: 3 clusters Score -1202122 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1202430.625000 Penalty: 4611.164062
	Iteration 5Q: 3 clusters Score -1202431 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1202793.500000 Penalty: 4611.164062
	Iteration 6F: 3 clusters Score -1202794 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1203242.625000 Penalty: 4611.164062
	Iteration 7F: 3 clusters Score -1203243 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1203727.625000 Penalty: 4611.164062
	Iteration 8F: 3 clusters Score -1203728 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1204218.750000 Penalty: 4611.164062
	Iteration 9F: 3 clusters Score -1204219 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1204604.625000 Penalty: 4611.164062
	Iteration 10Q: 3 clusters Score -1204605 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1204863.875000 Penalty: 4611.164062
	Iteration 11Q: 3 clusters Score -1204864 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1205030.250000 Penalty: 4611.164062
	Iteration 12Q: 3 clusters Score -1205030 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1205154.625000 Penalty: 4611.164062
	Iteration 13Q: 3 clusters Score -1205155 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1205252.375000 Penalty: 4611.164062
	Iteration 14Q: 3 clusters Score -1205252 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1205328.375000 Penalty: 4611.164062
	Iteration 15Q: 3 clusters Score -1205328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1205373.750000 Penalty: 4611.164062
	Iteration 16Q: 3 clusters Score -1205374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1205404.250000 Penalty: 4611.164062
	Iteration 17Q: 3 clusters Score -1205404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1205427.000000 Penalty: 4611.164062
	Iteration 18Q: 3 clusters Score -1205427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1205443.375000 Penalty: 4611.164062
	Iteration 19Q: 3 clusters Score -1205443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1205465.875000 Penalty: 4611.164062
	Iteration 20F: 3 clusters Score -1205466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1205485.125000 Penalty: 4611.164062
	Iteration 21Q: 3 clusters Score -1205485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1205511.125000 Penalty: 4611.164062
	Iteration 22Q: 3 clusters Score -1205511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1205538.250000 Penalty: 4611.164062
	Iteration 23Q: 3 clusters Score -1205538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1205564.875000 Penalty: 4611.164062
	Iteration 24Q: 3 clusters Score -1205565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1205588.250000 Penalty: 4611.164062
	Iteration 25Q: 3 clusters Score -1205588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1205600.375000 Penalty: 4611.164062
	Iteration 26Q: 3 clusters Score -1205600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1205604.125000 Penalty: 4611.164062
	Iteration 27Q: 3 clusters Score -1205604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1205610.750000 Penalty: 4611.164062
	Iteration 28Q: 3 clusters Score -1205611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1205612.500000 Penalty: 4611.164062
	Iteration 29Q: 3 clusters Score -1205612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1205611.000000 Penalty: 4611.164062
	Iteration 30Q: 3 clusters Score -1205611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1205609.000000 Penalty: 4611.164062
	Iteration 31Q: 3 clusters Score -1205609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1205610.375000 Penalty: 4611.164062
	Iteration 32Q: 3 clusters Score -1205610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1205612.125000 Penalty: 4611.164062
	Iteration 33Q: 3 clusters Score -1205612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1205610.750000 Penalty: 4611.164062
	Iteration 34Q: 3 clusters Score -1205611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1205610.750000 Penalty: 4611.164062
	Iteration 35F: 3 clusters Score -1205611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Entering Unmasked Estep 
Score: -177839.812500 Penalty: 1838.664673
	Iteration 0F: 2 clusters Score -177839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175452.953125 Penalty: 3677.329346
	Iteration 0F: 3 clusters Score -175453 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -175939.625000 Penalty: 3677.329346
	Iteration 1F: 3 clusters Score -175939.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -176102.218750 Penalty: 3677.329346
	Iteration 2F: 3 clusters Score -176102.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -176205.109375 Penalty: 3677.329346
	Iteration 3F: 3 clusters Score -176205.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -176263.093750 Penalty: 3677.329346
	Iteration 4Q: 3 clusters Score -176263.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176303.625000 Penalty: 3677.329346
	Iteration 5Q: 3 clusters Score -176303.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -176327.734375 Penalty: 3677.329346
	Iteration 6Q: 3 clusters Score -176327.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -176348.859375 Penalty: 3677.329346
	Iteration 7Q: 3 clusters Score -176348.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -176363.953125 Penalty: 3677.329346
	Iteration 8Q: 3 clusters Score -176364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -176380.234375 Penalty: 3677.329346
	Iteration 9Q: 3 clusters Score -176380.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -176389.656250 Penalty: 3677.329346
	Iteration 10Q: 3 clusters Score -176389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -176392.015625 Penalty: 3677.329346
	Iteration 11Q: 3 clusters Score -176392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -176397.406250 Penalty: 3677.329346
	Iteration 12Q: 3 clusters Score -176397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -176402.250000 Penalty: 3677.329346
	Iteration 13Q: 3 clusters Score -176402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -176404.062500 Penalty: 3677.329346
	Iteration 14Q: 3 clusters Score -176404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -176404.062500 Penalty: 3677.329346
	Iteration 15F: 3 clusters Score -176404.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -223596.937500 Penalty: 1928.788696
	Iteration 0F: 2 clusters Score -223596.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -220771.281250 Penalty: 3857.577393
	Iteration 0F: 3 clusters Score -220771.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221690.671875 Penalty: 3857.577393
	Iteration 1F: 3 clusters Score -221690.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222323.859375 Penalty: 3857.577393
	Iteration 2F: 3 clusters Score -222323.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -222676.359375 Penalty: 3857.577393
	Iteration 3F: 3 clusters Score -222676.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222874.328125 Penalty: 3857.577393
	Iteration 4F: 3 clusters Score -222874.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -223053.921875 Penalty: 3857.577393
	Iteration 5Q: 3 clusters Score -223053.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -223165.609375 Penalty: 3857.577393
	Iteration 6Q: 3 clusters Score -223165.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -223249.875000 Penalty: 3857.577393
	Iteration 7Q: 3 clusters Score -223249.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -223308.687500 Penalty: 3857.577393
	Iteration 8Q: 3 clusters Score -223308.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -223340.000000 Penalty: 3857.577393
	Iteration 9Q: 3 clusters Score -223340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -223358.375000 Penalty: 3857.577393
	Iteration 10Q: 3 clusters Score -223358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -223373.234375 Penalty: 3857.577393
	Iteration 11Q: 3 clusters Score -223373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -223387.328125 Penalty: 3857.577393
	Iteration 12Q: 3 clusters Score -223387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -223396.406250 Penalty: 3857.577393
	Iteration 13Q: 3 clusters Score -223396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223398.531250 Penalty: 3857.577393
	Iteration 14Q: 3 clusters Score -223398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -223401.031250 Penalty: 3857.577393
	Iteration 15Q: 3 clusters Score -223401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -223401.031250 Penalty: 3857.577393
	Iteration 16F: 3 clusters Score -223401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -808932.062500 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -808932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -803180.000000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -803180 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -804753.312500 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -804753.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -805098.312500 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -805098.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -805344.687500 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -805344.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -805537.312500 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -805537.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -805684.687500 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -805684.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -805798.687500 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -805798.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -805896.187500 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -805896.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -805965.187500 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -805965.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -806023.312500 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -806023.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -806073.687500 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -806073.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -806128.125000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -806128.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -806170.937500 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -806170.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -806203.187500 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -806203.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -806235.500000 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -806235.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -806268.125000 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -806268.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -806301.437500 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -806301.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -806337.562500 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -806337.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -806373.562500 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -806373.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -806414.000000 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -806414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -806448.875000 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -806448.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -806484.125000 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -806484.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -806527.187500 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -806527.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -806581.062500 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -806581.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -806625.812500 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -806625.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -806664.562500 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -806664.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -806702.187500 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -806702.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -806739.875000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -806739.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -806772.437500 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -806772.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -806800.875000 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -806800.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -806835.875000 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -806835.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -806871.437500 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -806871.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -806892.750000 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -806892.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -806914.312500 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -806914.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -806929.937500 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -806929.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -806940.562500 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -806940.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -806952.000000 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -806952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -806959.375000 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -806959.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -806969.250000 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -806969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -806977.312500 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -806977.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -806984.625000 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -806984.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -806992.250000 Penalty: 4394.455566
	Iteration 41Q: 3 clusters Score -806992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -806999.937500 Penalty: 4394.455566
	Iteration 42Q: 3 clusters Score -806999.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -807006.437500 Penalty: 4394.455566
	Iteration 43Q: 3 clusters Score -807006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -807010.500000 Penalty: 4394.455566
	Iteration 44Q: 3 clusters Score -807010.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -807013.812500 Penalty: 4394.455566
	Iteration 45Q: 3 clusters Score -807013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -807015.875000 Penalty: 4394.455566
	Iteration 46Q: 3 clusters Score -807015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -807015.312500 Penalty: 4394.455566
	Iteration 47Q: 3 clusters Score -807015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -807015.750000 Penalty: 4394.455566
	Iteration 48Q: 3 clusters Score -807015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -807018.125000 Penalty: 4394.455566
	Iteration 49Q: 3 clusters Score -807018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -807019.312500 Penalty: 4394.455566
	Iteration 50Q: 3 clusters Score -807019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -807022.812500 Penalty: 4394.455566
	Iteration 51Q: 3 clusters Score -807022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -807020.562500 Penalty: 4394.455566
	Iteration 52Q: 3 clusters Score -807020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -807023.312500 Penalty: 4394.455566
	Iteration 53Q: 3 clusters Score -807023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -807026.187500 Penalty: 4394.455566
	Iteration 54Q: 3 clusters Score -807026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -807029.312500 Penalty: 4394.455566
	Iteration 55Q: 3 clusters Score -807029.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -807030.000000 Penalty: 4394.455566
	Iteration 56Q: 3 clusters Score -807030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -807031.687500 Penalty: 4394.455566
	Iteration 57Q: 3 clusters Score -807031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -807034.062500 Penalty: 4394.455566
	Iteration 58Q: 3 clusters Score -807034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -807033.812500 Penalty: 4394.455566
	Iteration 59Q: 3 clusters Score -807033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -807036.375000 Penalty: 4394.455566
	Iteration 60F: 3 clusters Score -807036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -807040.937500 Penalty: 4394.455566
	Iteration 61Q: 3 clusters Score -807040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -807040.937500 Penalty: 4394.455566
	Iteration 62Q: 3 clusters Score -807040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -807039.250000 Penalty: 4394.455566
	Iteration 63Q: 3 clusters Score -807039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -807039.250000 Penalty: 4394.455566
	Iteration 64F: 3 clusters Score -807039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (168662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Entering Unmasked Estep 
Score: -17913286.000000 Penalty: 2984.841797
	Iteration 0F: 2 clusters Score -1.791329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -17800410.000000 Penalty: 5969.683594
	Iteration 0F: 3 clusters Score -1.780041e+07 nChanged 80756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -17848800.000000 Penalty: 5969.683594
	Iteration 1F: 3 clusters Score -1.78488e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -17851506.000000 Penalty: 5969.683594
	Iteration 2Q: 3 clusters Score -1.785151e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -17854592.000000 Penalty: 5969.683594
	Iteration 3Q: 3 clusters Score -1.785459e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -17858108.000000 Penalty: 5969.683594
	Iteration 4F: 3 clusters Score -1.785811e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95771 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -17862250.000000 Penalty: 5969.683594
	Iteration 5F: 3 clusters Score -1.786225e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -17866352.000000 Penalty: 5969.683594
	Iteration 6F: 3 clusters Score -1.786635e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -17870606.000000 Penalty: 5969.683594
	Iteration 7F: 3 clusters Score -1.787061e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -17875604.000000 Penalty: 5969.683594
	Iteration 8F: 3 clusters Score -1.78756e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -17881032.000000 Penalty: 5969.683594
	Iteration 9F: 3 clusters Score -1.788103e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132020 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -17887100.000000 Penalty: 5969.683594
	Iteration 10F: 3 clusters Score -1.78871e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -17893618.000000 Penalty: 5969.683594
	Iteration 11F: 3 clusters Score -1.789362e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -17899498.000000 Penalty: 5969.683594
	Iteration 12Q: 3 clusters Score -1.78995e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -17903870.000000 Penalty: 5969.683594
	Iteration 13Q: 3 clusters Score -1.790387e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -17906886.000000 Penalty: 5969.683594
	Iteration 14Q: 3 clusters Score -1.790689e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -17908712.000000 Penalty: 5969.683594
	Iteration 15Q: 3 clusters Score -1.790871e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -17909694.000000 Penalty: 5969.683594
	Iteration 16Q: 3 clusters Score -1.790969e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -17910354.000000 Penalty: 5969.683594
	Iteration 17Q: 3 clusters Score -1.791035e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165921 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -17910720.000000 Penalty: 5969.683594
	Iteration 18Q: 3 clusters Score -1.791072e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -17910902.000000 Penalty: 5969.683594
	Iteration 19Q: 3 clusters Score -1.79109e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17911078.000000 Penalty: 5969.683594
	Iteration 20F: 3 clusters Score -1.791108e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17911124.000000 Penalty: 5969.683594
	Iteration 21Q: 3 clusters Score -1.791112e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17911178.000000 Penalty: 5969.683594
	Iteration 22Q: 3 clusters Score -1.791118e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -17911262.000000 Penalty: 5969.683594
	Iteration 23Q: 3 clusters Score -1.791126e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -17911268.000000 Penalty: 5969.683594
	Iteration 24Q: 3 clusters Score -1.791127e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -17911306.000000 Penalty: 5969.683594
	Iteration 25Q: 3 clusters Score -1.791131e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -17911314.000000 Penalty: 5969.683594
	Iteration 26Q: 3 clusters Score -1.791131e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167197 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17911338.000000 Penalty: 5969.683594
	Iteration 27Q: 3 clusters Score -1.791134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17911374.000000 Penalty: 5969.683594
	Iteration 28Q: 3 clusters Score -1.791137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -17911384.000000 Penalty: 5969.683594
	Iteration 29Q: 3 clusters Score -1.791138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17911406.000000 Penalty: 5969.683594
	Iteration 30Q: 3 clusters Score -1.791141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17911392.000000 Penalty: 5969.683594
	Iteration 31Q: 3 clusters Score -1.791139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -17911404.000000 Penalty: 5969.683594
	Iteration 32Q: 3 clusters Score -1.79114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17911396.000000 Penalty: 5969.683594
	Iteration 33Q: 3 clusters Score -1.79114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167325 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -17911406.000000 Penalty: 5969.683594
	Iteration 34Q: 3 clusters Score -1.791141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167340 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17911412.000000 Penalty: 5969.683594
	Iteration 35Q: 3 clusters Score -1.791141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17911430.000000 Penalty: 5969.683594
	Iteration 36Q: 3 clusters Score -1.791143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17911424.000000 Penalty: 5969.683594
	Iteration 37Q: 3 clusters Score -1.791142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -17911432.000000 Penalty: 5969.683594
	Iteration 38Q: 3 clusters Score -1.791143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -17911442.000000 Penalty: 5969.683594
	Iteration 39Q: 3 clusters Score -1.791144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167377 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -17911440.000000 Penalty: 5969.683594
	Iteration 40F: 3 clusters Score -1.791144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -17911462.000000 Penalty: 5969.683594
	Iteration 41Q: 3 clusters Score -1.791146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -17911460.000000 Penalty: 5969.683594
	Iteration 42Q: 3 clusters Score -1.791146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17911444.000000 Penalty: 5969.683594
	Iteration 43Q: 3 clusters Score -1.791144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17911448.000000 Penalty: 5969.683594
	Iteration 44Q: 3 clusters Score -1.791145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17911448.000000 Penalty: 5969.683594
	Iteration 45F: 3 clusters Score -1.791145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -482369.437500 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -482369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -477824.218750 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -477824.2 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -479061.468750 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -479061.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -479559.000000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -479559 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -480016.500000 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -480016.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -480412.875000 Penalty: 4230.542480
	Iteration 4F: 3 clusters Score -480412.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -480709.968750 Penalty: 4230.542480
	Iteration 5F: 3 clusters Score -480710 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -480943.156250 Penalty: 4230.542480
	Iteration 6F: 3 clusters Score -480943.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -481124.562500 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -481124.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -481260.437500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -481260.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -481368.875000 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -481368.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -481472.156250 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -481472.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -481530.718750 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -481530.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -481564.281250 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -481564.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -481587.750000 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -481587.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -481603.312500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -481603.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -481613.562500 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -481613.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -481627.718750 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -481627.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -481645.531250 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -481645.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -481664.187500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -481664.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -481678.281250 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -481678.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -481689.562500 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -481689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -481695.125000 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -481695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -481699.093750 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -481699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -481703.718750 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -481703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -481706.250000 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -481706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -481706.562500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -481706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -481710.125000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -481710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -481709.625000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -481709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -481709.625000 Penalty: 4230.542480
	Iteration 28F: 3 clusters Score -481709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Entering Unmasked Estep 
Score: -6947955.500000 Penalty: 2731.209229
	Iteration 0F: 2 clusters Score -6947956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6907179.000000 Penalty: 5462.418457
	Iteration 0F: 3 clusters Score -6907179 nChanged 28352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -6923798.000000 Penalty: 5462.418457
	Iteration 1F: 3 clusters Score -6923798 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6925137.000000 Penalty: 5462.418457
	Iteration 2Q: 3 clusters Score -6925137 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -6926743.500000 Penalty: 5462.418457
	Iteration 3F: 3 clusters Score -6926744 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6928580.000000 Penalty: 5462.418457
	Iteration 4F: 3 clusters Score -6928580 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -6930410.500000 Penalty: 5462.418457
	Iteration 5F: 3 clusters Score -6930410 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -6932148.500000 Penalty: 5462.418457
	Iteration 6F: 3 clusters Score -6932148 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -6933757.000000 Penalty: 5462.418457
	Iteration 7F: 3 clusters Score -6933757 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -6935154.000000 Penalty: 5462.418457
	Iteration 8Q: 3 clusters Score -6935154 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -6936528.000000 Penalty: 5462.418457
	Iteration 9Q: 3 clusters Score -6936528 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6938097.000000 Penalty: 5462.418457
	Iteration 10Q: 3 clusters Score -6938097 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6939860.500000 Penalty: 5462.418457
	Iteration 11Q: 3 clusters Score -6939860 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6941672.500000 Penalty: 5462.418457
	Iteration 12Q: 3 clusters Score -6941672 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6942984.500000 Penalty: 5462.418457
	Iteration 13Q: 3 clusters Score -6942984 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6943916.500000 Penalty: 5462.418457
	Iteration 14Q: 3 clusters Score -6943916 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6944669.000000 Penalty: 5462.418457
	Iteration 15Q: 3 clusters Score -6944669 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -6945291.500000 Penalty: 5462.418457
	Iteration 16Q: 3 clusters Score -6945292 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6945741.500000 Penalty: 5462.418457
	Iteration 17Q: 3 clusters Score -6945742 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -6946045.000000 Penalty: 5462.418457
	Iteration 18Q: 3 clusters Score -6946045 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -6946233.500000 Penalty: 5462.418457
	Iteration 19Q: 3 clusters Score -6946234 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6946356.000000 Penalty: 5462.418457
	Iteration 20F: 3 clusters Score -6946356 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -6946399.500000 Penalty: 5462.418457
	Iteration 21Q: 3 clusters Score -6946400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -6946429.000000 Penalty: 5462.418457
	Iteration 22Q: 3 clusters Score -6946429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6946462.500000 Penalty: 5462.418457
	Iteration 23Q: 3 clusters Score -6946462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6946462.500000 Penalty: 5462.418457
	Iteration 24Q: 3 clusters Score -6946462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6946480.500000 Penalty: 5462.418457
	Iteration 25Q: 3 clusters Score -6946480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6946494.500000 Penalty: 5462.418457
	Iteration 26Q: 3 clusters Score -6946494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6946495.000000 Penalty: 5462.418457
	Iteration 27Q: 3 clusters Score -6946495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6946501.000000 Penalty: 5462.418457
	Iteration 28Q: 3 clusters Score -6946501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -6946507.500000 Penalty: 5462.418457
	Iteration 29Q: 3 clusters Score -6946508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6946526.000000 Penalty: 5462.418457
	Iteration 30Q: 3 clusters Score -6946526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6946527.500000 Penalty: 5462.418457
	Iteration 31Q: 3 clusters Score -6946528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6946521.500000 Penalty: 5462.418457
	Iteration 32Q: 3 clusters Score -6946522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6946514.000000 Penalty: 5462.418457
	Iteration 33Q: 3 clusters Score -6946514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6946502.500000 Penalty: 5462.418457
	Iteration 34Q: 3 clusters Score -6946502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6946515.000000 Penalty: 5462.418457
	Iteration 35Q: 3 clusters Score -6946515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6946516.000000 Penalty: 5462.418457
	Iteration 36Q: 3 clusters Score -6946516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6946524.500000 Penalty: 5462.418457
	Iteration 37Q: 3 clusters Score -6946524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6946522.500000 Penalty: 5462.418457
	Iteration 38Q: 3 clusters Score -6946522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6946518.500000 Penalty: 5462.418457
	Iteration 39Q: 3 clusters Score -6946518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6946519.000000 Penalty: 5462.418457
	Iteration 40F: 3 clusters Score -6946519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6946513.500000 Penalty: 5462.418457
	Iteration 41Q: 3 clusters Score -6946514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6946517.500000 Penalty: 5462.418457
	Iteration 42Q: 3 clusters Score -6946518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6946517.500000 Penalty: 5462.418457
	Iteration 43F: 3 clusters Score -6946518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Entering Unmasked Estep 
Score: -2031196.875000 Penalty: 2424.164795
	Iteration 0F: 2 clusters Score -2031197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2018577.750000 Penalty: 4848.329590
	Iteration 0F: 3 clusters Score -2018578 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2022885.250000 Penalty: 4848.329590
	Iteration 1F: 3 clusters Score -2022885 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2023581.125000 Penalty: 4848.329590
	Iteration 2F: 3 clusters Score -2023581 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2024260.500000 Penalty: 4848.329590
	Iteration 3F: 3 clusters Score -2024260 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2025061.750000 Penalty: 4848.329590
	Iteration 4F: 3 clusters Score -2025062 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2025907.125000 Penalty: 4848.329590
	Iteration 5F: 3 clusters Score -2025907 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2026659.375000 Penalty: 4848.329590
	Iteration 6F: 3 clusters Score -2026659 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2027237.250000 Penalty: 4848.329590
	Iteration 7F: 3 clusters Score -2027237 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2027677.375000 Penalty: 4848.329590
	Iteration 8Q: 3 clusters Score -2027677 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2028022.875000 Penalty: 4848.329590
	Iteration 9Q: 3 clusters Score -2028023 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2028319.250000 Penalty: 4848.329590
	Iteration 10Q: 3 clusters Score -2028319 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2028597.375000 Penalty: 4848.329590
	Iteration 11Q: 3 clusters Score -2028597 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2028834.000000 Penalty: 4848.329590
	Iteration 12Q: 3 clusters Score -2028834 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2029050.500000 Penalty: 4848.329590
	Iteration 13Q: 3 clusters Score -2029050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2029194.750000 Penalty: 4848.329590
	Iteration 14Q: 3 clusters Score -2029195 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2029308.250000 Penalty: 4848.329590
	Iteration 15Q: 3 clusters Score -2029308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2029395.125000 Penalty: 4848.329590
	Iteration 16Q: 3 clusters Score -2029395 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2029455.500000 Penalty: 4848.329590
	Iteration 17Q: 3 clusters Score -2029456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2029506.500000 Penalty: 4848.329590
	Iteration 18Q: 3 clusters Score -2029506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2029537.500000 Penalty: 4848.329590
	Iteration 19Q: 3 clusters Score -2029538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2029564.375000 Penalty: 4848.329590
	Iteration 20F: 3 clusters Score -2029564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2029578.750000 Penalty: 4848.329590
	Iteration 21Q: 3 clusters Score -2029579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2029587.625000 Penalty: 4848.329590
	Iteration 22Q: 3 clusters Score -2029588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2029602.000000 Penalty: 4848.329590
	Iteration 23Q: 3 clusters Score -2029602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2029624.625000 Penalty: 4848.329590
	Iteration 24Q: 3 clusters Score -2029625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2029628.500000 Penalty: 4848.329590
	Iteration 25Q: 3 clusters Score -2029628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2029635.750000 Penalty: 4848.329590
	Iteration 26Q: 3 clusters Score -2029636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2029648.500000 Penalty: 4848.329590
	Iteration 27Q: 3 clusters Score -2029648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2029657.000000 Penalty: 4848.329590
	Iteration 28Q: 3 clusters Score -2029657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2029662.750000 Penalty: 4848.329590
	Iteration 29Q: 3 clusters Score -2029663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2029661.250000 Penalty: 4848.329590
	Iteration 30Q: 3 clusters Score -2029661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2029662.625000 Penalty: 4848.329590
	Iteration 31Q: 3 clusters Score -2029663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2029664.000000 Penalty: 4848.329590
	Iteration 32Q: 3 clusters Score -2029664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2029666.500000 Penalty: 4848.329590
	Iteration 33Q: 3 clusters Score -2029666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2029667.250000 Penalty: 4848.329590
	Iteration 34Q: 3 clusters Score -2029667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2029667.625000 Penalty: 4848.329590
	Iteration 35Q: 3 clusters Score -2029668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2029670.000000 Penalty: 4848.329590
	Iteration 36Q: 3 clusters Score -2029670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2029670.250000 Penalty: 4848.329590
	Iteration 37Q: 3 clusters Score -2029670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2029670.250000 Penalty: 4848.329590
	Iteration 38F: 3 clusters Score -2029670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -702219.312500 Penalty: 2160.478760
	Iteration 0F: 2 clusters Score -702219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -697020.625000 Penalty: 4320.957520
	Iteration 0F: 3 clusters Score -697020.6 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -698376.250000 Penalty: 4320.957520
	Iteration 1F: 3 clusters Score -698376.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -698646.875000 Penalty: 4320.957520
	Iteration 2F: 3 clusters Score -698646.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -698799.000000 Penalty: 4320.957520
	Iteration 3F: 3 clusters Score -698799 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -698902.312500 Penalty: 4320.957520
	Iteration 4Q: 3 clusters Score -698902.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -698993.062500 Penalty: 4320.957520
	Iteration 5Q: 3 clusters Score -698993.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -699076.750000 Penalty: 4320.957520
	Iteration 6Q: 3 clusters Score -699076.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -699156.812500 Penalty: 4320.957520
	Iteration 7Q: 3 clusters Score -699156.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -699228.625000 Penalty: 4320.957520
	Iteration 8Q: 3 clusters Score -699228.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -699279.437500 Penalty: 4320.957520
	Iteration 9Q: 3 clusters Score -699279.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -699322.125000 Penalty: 4320.957520
	Iteration 10Q: 3 clusters Score -699322.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -699367.437500 Penalty: 4320.957520
	Iteration 11Q: 3 clusters Score -699367.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -699413.937500 Penalty: 4320.957520
	Iteration 12Q: 3 clusters Score -699413.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -699457.750000 Penalty: 4320.957520
	Iteration 13Q: 3 clusters Score -699457.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -699493.250000 Penalty: 4320.957520
	Iteration 14Q: 3 clusters Score -699493.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -699524.187500 Penalty: 4320.957520
	Iteration 15Q: 3 clusters Score -699524.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -699545.062500 Penalty: 4320.957520
	Iteration 16Q: 3 clusters Score -699545.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -699565.562500 Penalty: 4320.957520
	Iteration 17Q: 3 clusters Score -699565.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -699586.375000 Penalty: 4320.957520
	Iteration 18Q: 3 clusters Score -699586.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -699607.937500 Penalty: 4320.957520
	Iteration 19Q: 3 clusters Score -699607.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -699629.250000 Penalty: 4320.957520
	Iteration 20F: 3 clusters Score -699629.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -699645.562500 Penalty: 4320.957520
	Iteration 21Q: 3 clusters Score -699645.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -699655.437500 Penalty: 4320.957520
	Iteration 22Q: 3 clusters Score -699655.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -699669.250000 Penalty: 4320.957520
	Iteration 23Q: 3 clusters Score -699669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -699682.625000 Penalty: 4320.957520
	Iteration 24Q: 3 clusters Score -699682.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -699691.375000 Penalty: 4320.957520
	Iteration 25Q: 3 clusters Score -699691.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -699700.375000 Penalty: 4320.957520
	Iteration 26Q: 3 clusters Score -699700.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -699709.125000 Penalty: 4320.957520
	Iteration 27Q: 3 clusters Score -699709.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -699720.500000 Penalty: 4320.957520
	Iteration 28Q: 3 clusters Score -699720.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -699733.562500 Penalty: 4320.957520
	Iteration 29Q: 3 clusters Score -699733.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -699747.812500 Penalty: 4320.957520
	Iteration 30Q: 3 clusters Score -699747.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -699754.812500 Penalty: 4320.957520
	Iteration 31Q: 3 clusters Score -699754.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -699764.000000 Penalty: 4320.957520
	Iteration 32Q: 3 clusters Score -699764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -699777.750000 Penalty: 4320.957520
	Iteration 33Q: 3 clusters Score -699777.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -699794.250000 Penalty: 4320.957520
	Iteration 34Q: 3 clusters Score -699794.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -699814.437500 Penalty: 4320.957520
	Iteration 35Q: 3 clusters Score -699814.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -699839.375000 Penalty: 4320.957520
	Iteration 36Q: 3 clusters Score -699839.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -699866.562500 Penalty: 4320.957520
	Iteration 37Q: 3 clusters Score -699866.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -699883.500000 Penalty: 4320.957520
	Iteration 38Q: 3 clusters Score -699883.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -699898.750000 Penalty: 4320.957520
	Iteration 39Q: 3 clusters Score -699898.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -699913.812500 Penalty: 4320.957520
	Iteration 40F: 3 clusters Score -699913.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -699923.437500 Penalty: 4320.957520
	Iteration 41Q: 3 clusters Score -699923.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -699940.187500 Penalty: 4320.957520
	Iteration 42Q: 3 clusters Score -699940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -699959.125000 Penalty: 4320.957520
	Iteration 43Q: 3 clusters Score -699959.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -699980.937500 Penalty: 4320.957520
	Iteration 44Q: 3 clusters Score -699980.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -700004.187500 Penalty: 4320.957520
	Iteration 45Q: 3 clusters Score -700004.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -700021.000000 Penalty: 4320.957520
	Iteration 46Q: 3 clusters Score -700021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -700032.500000 Penalty: 4320.957520
	Iteration 47Q: 3 clusters Score -700032.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -700040.375000 Penalty: 4320.957520
	Iteration 48Q: 3 clusters Score -700040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -700047.187500 Penalty: 4320.957520
	Iteration 49Q: 3 clusters Score -700047.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -700054.750000 Penalty: 4320.957520
	Iteration 50Q: 3 clusters Score -700054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -700060.937500 Penalty: 4320.957520
	Iteration 51Q: 3 clusters Score -700060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -700068.875000 Penalty: 4320.957520
	Iteration 52Q: 3 clusters Score -700068.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -700073.500000 Penalty: 4320.957520
	Iteration 53Q: 3 clusters Score -700073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -700076.437500 Penalty: 4320.957520
	Iteration 54Q: 3 clusters Score -700076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -700083.250000 Penalty: 4320.957520
	Iteration 55Q: 3 clusters Score -700083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -700088.625000 Penalty: 4320.957520
	Iteration 56Q: 3 clusters Score -700088.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -700094.437500 Penalty: 4320.957520
	Iteration 57Q: 3 clusters Score -700094.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -700101.500000 Penalty: 4320.957520
	Iteration 58Q: 3 clusters Score -700101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -700109.750000 Penalty: 4320.957520
	Iteration 59Q: 3 clusters Score -700109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -700118.812500 Penalty: 4320.957520
	Iteration 60F: 3 clusters Score -700118.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -700125.437500 Penalty: 4320.957520
	Iteration 61Q: 3 clusters Score -700125.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -700133.000000 Penalty: 4320.957520
	Iteration 62Q: 3 clusters Score -700133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -700144.625000 Penalty: 4320.957520
	Iteration 63Q: 3 clusters Score -700144.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -700154.250000 Penalty: 4320.957520
	Iteration 64Q: 3 clusters Score -700154.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -700161.937500 Penalty: 4320.957520
	Iteration 65Q: 3 clusters Score -700161.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -700172.625000 Penalty: 4320.957520
	Iteration 66Q: 3 clusters Score -700172.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -700183.875000 Penalty: 4320.957520
	Iteration 67Q: 3 clusters Score -700183.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -700197.187500 Penalty: 4320.957520
	Iteration 68Q: 3 clusters Score -700197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -700205.312500 Penalty: 4320.957520
	Iteration 69Q: 3 clusters Score -700205.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -700215.812500 Penalty: 4320.957520
	Iteration 70Q: 3 clusters Score -700215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -700223.812500 Penalty: 4320.957520
	Iteration 71Q: 3 clusters Score -700223.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -700230.000000 Penalty: 4320.957520
	Iteration 72Q: 3 clusters Score -700230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -700235.812500 Penalty: 4320.957520
	Iteration 73Q: 3 clusters Score -700235.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -700242.562500 Penalty: 4320.957520
	Iteration 74Q: 3 clusters Score -700242.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -700250.875000 Penalty: 4320.957520
	Iteration 75Q: 3 clusters Score -700250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -700256.000000 Penalty: 4320.957520
	Iteration 76Q: 3 clusters Score -700256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -700261.437500 Penalty: 4320.957520
	Iteration 77Q: 3 clusters Score -700261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -700266.437500 Penalty: 4320.957520
	Iteration 78Q: 3 clusters Score -700266.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -700270.187500 Penalty: 4320.957520
	Iteration 79Q: 3 clusters Score -700270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -700275.062500 Penalty: 4320.957520
	Iteration 80F: 3 clusters Score -700275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -700280.875000 Penalty: 4320.957520
	Iteration 81Q: 3 clusters Score -700280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -700282.062500 Penalty: 4320.957520
	Iteration 82Q: 3 clusters Score -700282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -700283.125000 Penalty: 4320.957520
	Iteration 83Q: 3 clusters Score -700283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -700284.375000 Penalty: 4320.957520
	Iteration 84Q: 3 clusters Score -700284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -700285.250000 Penalty: 4320.957520
	Iteration 85Q: 3 clusters Score -700285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -700285.250000 Penalty: 4320.957520
	Iteration 86F: 3 clusters Score -700285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -423430.093750 Penalty: 2063.471191
	Iteration 0F: 2 clusters Score -423430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -419550.250000 Penalty: 4126.942383
	Iteration 0F: 3 clusters Score -419550.2 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -420498.343750 Penalty: 4126.942383
	Iteration 1F: 3 clusters Score -420498.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -420788.625000 Penalty: 4126.942383
	Iteration 2F: 3 clusters Score -420788.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -421025.750000 Penalty: 4126.942383
	Iteration 3F: 3 clusters Score -421025.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -421188.812500 Penalty: 4126.942383
	Iteration 4Q: 3 clusters Score -421188.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -421320.906250 Penalty: 4126.942383
	Iteration 5Q: 3 clusters Score -421320.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -421433.875000 Penalty: 4126.942383
	Iteration 6Q: 3 clusters Score -421433.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -421540.031250 Penalty: 4126.942383
	Iteration 7Q: 3 clusters Score -421540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -421621.250000 Penalty: 4126.942383
	Iteration 8Q: 3 clusters Score -421621.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -421672.656250 Penalty: 4126.942383
	Iteration 9Q: 3 clusters Score -421672.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -421715.281250 Penalty: 4126.942383
	Iteration 10Q: 3 clusters Score -421715.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -421759.156250 Penalty: 4126.942383
	Iteration 11Q: 3 clusters Score -421759.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -421796.562500 Penalty: 4126.942383
	Iteration 12Q: 3 clusters Score -421796.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -421826.687500 Penalty: 4126.942383
	Iteration 13Q: 3 clusters Score -421826.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -421857.875000 Penalty: 4126.942383
	Iteration 14Q: 3 clusters Score -421857.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -421901.156250 Penalty: 4126.942383
	Iteration 15Q: 3 clusters Score -421901.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -421934.281250 Penalty: 4126.942383
	Iteration 16Q: 3 clusters Score -421934.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -421962.625000 Penalty: 4126.942383
	Iteration 17Q: 3 clusters Score -421962.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -421992.031250 Penalty: 4126.942383
	Iteration 18Q: 3 clusters Score -421992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -422030.937500 Penalty: 4126.942383
	Iteration 19Q: 3 clusters Score -422030.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -422062.031250 Penalty: 4126.942383
	Iteration 20F: 3 clusters Score -422062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -422094.468750 Penalty: 4126.942383
	Iteration 21Q: 3 clusters Score -422094.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -422123.968750 Penalty: 4126.942383
	Iteration 22Q: 3 clusters Score -422124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -422151.187500 Penalty: 4126.942383
	Iteration 23Q: 3 clusters Score -422151.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -422170.875000 Penalty: 4126.942383
	Iteration 24Q: 3 clusters Score -422170.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -422185.812500 Penalty: 4126.942383
	Iteration 25Q: 3 clusters Score -422185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -422194.343750 Penalty: 4126.942383
	Iteration 26Q: 3 clusters Score -422194.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -422200.031250 Penalty: 4126.942383
	Iteration 27Q: 3 clusters Score -422200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -422205.750000 Penalty: 4126.942383
	Iteration 28Q: 3 clusters Score -422205.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -422208.718750 Penalty: 4126.942383
	Iteration 29Q: 3 clusters Score -422208.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -422211.156250 Penalty: 4126.942383
	Iteration 30Q: 3 clusters Score -422211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -422213.062500 Penalty: 4126.942383
	Iteration 31Q: 3 clusters Score -422213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -422214.593750 Penalty: 4126.942383
	Iteration 32Q: 3 clusters Score -422214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -422217.218750 Penalty: 4126.942383
	Iteration 33Q: 3 clusters Score -422217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -422218.906250 Penalty: 4126.942383
	Iteration 34Q: 3 clusters Score -422218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -422220.375000 Penalty: 4126.942383
	Iteration 35Q: 3 clusters Score -422220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -422222.062500 Penalty: 4126.942383
	Iteration 36Q: 3 clusters Score -422222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -422222.656250 Penalty: 4126.942383
	Iteration 37Q: 3 clusters Score -422222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -422224.500000 Penalty: 4126.942383
	Iteration 38Q: 3 clusters Score -422224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -422226.125000 Penalty: 4126.942383
	Iteration 39Q: 3 clusters Score -422226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -422229.031250 Penalty: 4126.942383
	Iteration 40F: 3 clusters Score -422229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -422231.656250 Penalty: 4126.942383
	Iteration 41Q: 3 clusters Score -422231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -422233.031250 Penalty: 4126.942383
	Iteration 42Q: 3 clusters Score -422233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -422232.343750 Penalty: 4126.942383
	Iteration 43Q: 3 clusters Score -422232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -422232.781250 Penalty: 4126.942383
	Iteration 44Q: 3 clusters Score -422232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -422232.781250 Penalty: 4126.942383
	Iteration 45F: 3 clusters Score -422232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Entering Unmasked Estep 
Score: -2210996.250000 Penalty: 2449.136719
	Iteration 0F: 2 clusters Score -2210996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2197354.000000 Penalty: 4898.273438
	Iteration 0F: 3 clusters Score -2197354 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2202449.250000 Penalty: 4898.273438
	Iteration 1F: 3 clusters Score -2202449 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2203427.250000 Penalty: 4898.273438
	Iteration 2F: 3 clusters Score -2203427 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2204575.000000 Penalty: 4898.273438
	Iteration 3F: 3 clusters Score -2204575 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2205688.750000 Penalty: 4898.273438
	Iteration 4F: 3 clusters Score -2205689 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2206719.000000 Penalty: 4898.273438
	Iteration 5F: 3 clusters Score -2206719 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2207493.000000 Penalty: 4898.273438
	Iteration 6F: 3 clusters Score -2207493 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2208001.500000 Penalty: 4898.273438
	Iteration 7Q: 3 clusters Score -2208002 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2208356.500000 Penalty: 4898.273438
	Iteration 8Q: 3 clusters Score -2208356 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2208623.000000 Penalty: 4898.273438
	Iteration 9Q: 3 clusters Score -2208623 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2208880.000000 Penalty: 4898.273438
	Iteration 10Q: 3 clusters Score -2208880 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2209142.500000 Penalty: 4898.273438
	Iteration 11Q: 3 clusters Score -2209142 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2209405.250000 Penalty: 4898.273438
	Iteration 12Q: 3 clusters Score -2209405 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2209641.000000 Penalty: 4898.273438
	Iteration 13Q: 3 clusters Score -2209641 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2209875.750000 Penalty: 4898.273438
	Iteration 14Q: 3 clusters Score -2209876 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2210078.500000 Penalty: 4898.273438
	Iteration 15Q: 3 clusters Score -2210078 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2210226.000000 Penalty: 4898.273438
	Iteration 16Q: 3 clusters Score -2210226 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2210307.750000 Penalty: 4898.273438
	Iteration 17Q: 3 clusters Score -2210308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2210365.500000 Penalty: 4898.273438
	Iteration 18Q: 3 clusters Score -2210366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2210395.250000 Penalty: 4898.273438
	Iteration 19Q: 3 clusters Score -2210395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2210412.750000 Penalty: 4898.273438
	Iteration 20F: 3 clusters Score -2210413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2210422.500000 Penalty: 4898.273438
	Iteration 21Q: 3 clusters Score -2210422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2210429.250000 Penalty: 4898.273438
	Iteration 22Q: 3 clusters Score -2210429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2210436.000000 Penalty: 4898.273438
	Iteration 23Q: 3 clusters Score -2210436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2210438.250000 Penalty: 4898.273438
	Iteration 24Q: 3 clusters Score -2210438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2210444.000000 Penalty: 4898.273438
	Iteration 25Q: 3 clusters Score -2210444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2210445.000000 Penalty: 4898.273438
	Iteration 26Q: 3 clusters Score -2210445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2210451.000000 Penalty: 4898.273438
	Iteration 27Q: 3 clusters Score -2210451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2210450.250000 Penalty: 4898.273438
	Iteration 28Q: 3 clusters Score -2210450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2210450.000000 Penalty: 4898.273438
	Iteration 29Q: 3 clusters Score -2210450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2210453.750000 Penalty: 4898.273438
	Iteration 30Q: 3 clusters Score -2210454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2210457.500000 Penalty: 4898.273438
	Iteration 31Q: 3 clusters Score -2210458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2210455.750000 Penalty: 4898.273438
	Iteration 32Q: 3 clusters Score -2210456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2210459.000000 Penalty: 4898.273438
	Iteration 33Q: 3 clusters Score -2210459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2210459.000000 Penalty: 4898.273438
	Iteration 34F: 3 clusters Score -2210459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -97556.867188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -97556.87 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 440 members 
Entering Unmasked Estep 
Score: -95806.953125 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -95806.95 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96312.218750 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -96312.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -96496.968750 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -96496.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -96807.937500 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -96807.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97262.890625 Penalty: 3384.889404
	Iteration 4F: 3 clusters Score -97262.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97446.679688 Penalty: 3384.889404
	Iteration 5Q: 3 clusters Score -97446.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -97529.601562 Penalty: 3384.889404
	Iteration 6Q: 3 clusters Score -97529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97592.812500 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -97592.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -97617.921875 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -97617.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -97625.046875 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -97625.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -97635.554688 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -97635.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97645.562500 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -97645.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97652.531250 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -97652.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -97677.078125 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -97677.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -97709.687500 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -97709.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97762.945312 Penalty: 3384.889404
	Iteration 15Q: 3 clusters Score -97762.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97828.312500 Penalty: 3384.889404
	Iteration 16Q: 3 clusters Score -97828.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97896.203125 Penalty: 3384.889404
	Iteration 17Q: 3 clusters Score -97896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -97957.898438 Penalty: 3384.889404
	Iteration 18Q: 3 clusters Score -97957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -97994.062500 Penalty: 3384.889404
	Iteration 19Q: 3 clusters Score -97994.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98046.328125 Penalty: 3384.889404
	Iteration 20F: 3 clusters Score -98046.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -98103.937500 Penalty: 3384.889404
	Iteration 21Q: 3 clusters Score -98103.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98129.164062 Penalty: 3384.889404
	Iteration 22Q: 3 clusters Score -98129.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98129.164062 Penalty: 3384.889404
	Iteration 23F: 3 clusters Score -98129.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 683 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Mstep: Class 106 contains 237 members 
Entering Unmasked Estep 
Score: -212288480.000000 Penalty: 380867.500000
Splitting cluster 40 changes total score from -212289264.000000 to -212288480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -713291.500000 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -713291.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -707835.937500 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -707835.9 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -709294.812500 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -709294.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -709616.812500 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -709616.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -709897.250000 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -709897.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -710201.875000 Penalty: 4355.422852
	Iteration 4F: 3 clusters Score -710201.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -710553.500000 Penalty: 4355.422852
	Iteration 5F: 3 clusters Score -710553.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -710963.312500 Penalty: 4355.422852
	Iteration 6F: 3 clusters Score -710963.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -711393.625000 Penalty: 4355.422852
	Iteration 7F: 3 clusters Score -711393.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -711817.375000 Penalty: 4355.422852
	Iteration 8F: 3 clusters Score -711817.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -712131.062500 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -712131.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -712295.375000 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -712295.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -712403.187500 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -712403.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -712510.750000 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -712510.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -712597.750000 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -712597.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -712672.375000 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -712672.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -712724.750000 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -712724.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -712751.750000 Penalty: 4355.422852
	Iteration 16Q: 3 clusters Score -712751.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -712764.687500 Penalty: 4355.422852
	Iteration 17Q: 3 clusters Score -712764.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -712773.125000 Penalty: 4355.422852
	Iteration 18Q: 3 clusters Score -712773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -712778.812500 Penalty: 4355.422852
	Iteration 19Q: 3 clusters Score -712778.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -712785.625000 Penalty: 4355.422852
	Iteration 20F: 3 clusters Score -712785.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -712792.125000 Penalty: 4355.422852
	Iteration 21Q: 3 clusters Score -712792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -712794.250000 Penalty: 4355.422852
	Iteration 22Q: 3 clusters Score -712794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -712794.687500 Penalty: 4355.422852
	Iteration 23Q: 3 clusters Score -712794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -712798.187500 Penalty: 4355.422852
	Iteration 24Q: 3 clusters Score -712798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -712800.937500 Penalty: 4355.422852
	Iteration 25Q: 3 clusters Score -712800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -712804.500000 Penalty: 4355.422852
	Iteration 26Q: 3 clusters Score -712804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -712809.875000 Penalty: 4355.422852
	Iteration 27Q: 3 clusters Score -712809.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -712822.875000 Penalty: 4355.422852
	Iteration 28Q: 3 clusters Score -712822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -712838.187500 Penalty: 4355.422852
	Iteration 29Q: 3 clusters Score -712838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -712866.187500 Penalty: 4355.422852
	Iteration 30Q: 3 clusters Score -712866.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -712902.562500 Penalty: 4355.422852
	Iteration 31Q: 3 clusters Score -712902.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -712942.750000 Penalty: 4355.422852
	Iteration 32Q: 3 clusters Score -712942.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -712970.625000 Penalty: 4355.422852
	Iteration 33Q: 3 clusters Score -712970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -712982.062500 Penalty: 4355.422852
	Iteration 34Q: 3 clusters Score -712982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -712992.375000 Penalty: 4355.422852
	Iteration 35Q: 3 clusters Score -712992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -712999.500000 Penalty: 4355.422852
	Iteration 36Q: 3 clusters Score -712999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -713007.937500 Penalty: 4355.422852
	Iteration 37Q: 3 clusters Score -713007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -713010.875000 Penalty: 4355.422852
	Iteration 38Q: 3 clusters Score -713010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -713011.187500 Penalty: 4355.422852
	Iteration 39Q: 3 clusters Score -713011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -713013.687500 Penalty: 4355.422852
	Iteration 40F: 3 clusters Score -713013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -713014.125000 Penalty: 4355.422852
	Iteration 41Q: 3 clusters Score -713014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -713013.687500 Penalty: 4355.422852
	Iteration 42Q: 3 clusters Score -713013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -713013.687500 Penalty: 4355.422852
	Iteration 43F: 3 clusters Score -713013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -970500.937500 Penalty: 2269.135742
	Iteration 0F: 2 clusters Score -970500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -963124.312500 Penalty: 4538.271484
	Iteration 0F: 3 clusters Score -963124.3 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -965347.750000 Penalty: 4538.271484
	Iteration 1F: 3 clusters Score -965347.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -965783.937500 Penalty: 4538.271484
	Iteration 2F: 3 clusters Score -965783.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -966133.000000 Penalty: 4538.271484
	Iteration 3F: 3 clusters Score -966133 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -966424.812500 Penalty: 4538.271484
	Iteration 4F: 3 clusters Score -966424.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -966698.500000 Penalty: 4538.271484
	Iteration 5Q: 3 clusters Score -966698.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -966957.562500 Penalty: 4538.271484
	Iteration 6Q: 3 clusters Score -966957.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -967243.125000 Penalty: 4538.271484
	Iteration 7Q: 3 clusters Score -967243.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -967581.375000 Penalty: 4538.271484
	Iteration 8Q: 3 clusters Score -967581.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -967905.562500 Penalty: 4538.271484
	Iteration 9Q: 3 clusters Score -967905.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -968193.875000 Penalty: 4538.271484
	Iteration 10Q: 3 clusters Score -968193.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -968431.125000 Penalty: 4538.271484
	Iteration 11Q: 3 clusters Score -968431.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -968608.000000 Penalty: 4538.271484
	Iteration 12Q: 3 clusters Score -968608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -968735.750000 Penalty: 4538.271484
	Iteration 13Q: 3 clusters Score -968735.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -968811.937500 Penalty: 4538.271484
	Iteration 14Q: 3 clusters Score -968811.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -968882.500000 Penalty: 4538.271484
	Iteration 15Q: 3 clusters Score -968882.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -968933.437500 Penalty: 4538.271484
	Iteration 16Q: 3 clusters Score -968933.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -968970.250000 Penalty: 4538.271484
	Iteration 17Q: 3 clusters Score -968970.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -968997.312500 Penalty: 4538.271484
	Iteration 18Q: 3 clusters Score -968997.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -969015.937500 Penalty: 4538.271484
	Iteration 19Q: 3 clusters Score -969015.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -969039.312500 Penalty: 4538.271484
	Iteration 20F: 3 clusters Score -969039.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -969058.125000 Penalty: 4538.271484
	Iteration 21Q: 3 clusters Score -969058.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -969087.312500 Penalty: 4538.271484
	Iteration 22Q: 3 clusters Score -969087.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -969110.000000 Penalty: 4538.271484
	Iteration 23Q: 3 clusters Score -969110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -969131.375000 Penalty: 4538.271484
	Iteration 24Q: 3 clusters Score -969131.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -969154.687500 Penalty: 4538.271484
	Iteration 25Q: 3 clusters Score -969154.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -969178.562500 Penalty: 4538.271484
	Iteration 26Q: 3 clusters Score -969178.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -969200.625000 Penalty: 4538.271484
	Iteration 27Q: 3 clusters Score -969200.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -969222.937500 Penalty: 4538.271484
	Iteration 28Q: 3 clusters Score -969222.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -969241.437500 Penalty: 4538.271484
	Iteration 29Q: 3 clusters Score -969241.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -969254.312500 Penalty: 4538.271484
	Iteration 30Q: 3 clusters Score -969254.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -969266.062500 Penalty: 4538.271484
	Iteration 31Q: 3 clusters Score -969266.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -969275.500000 Penalty: 4538.271484
	Iteration 32Q: 3 clusters Score -969275.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -969280.937500 Penalty: 4538.271484
	Iteration 33Q: 3 clusters Score -969280.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -969289.937500 Penalty: 4538.271484
	Iteration 34Q: 3 clusters Score -969289.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -969292.312500 Penalty: 4538.271484
	Iteration 35Q: 3 clusters Score -969292.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -969297.187500 Penalty: 4538.271484
	Iteration 36Q: 3 clusters Score -969297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -969297.937500 Penalty: 4538.271484
	Iteration 37Q: 3 clusters Score -969297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -969299.875000 Penalty: 4538.271484
	Iteration 38Q: 3 clusters Score -969299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -969302.562500 Penalty: 4538.271484
	Iteration 39Q: 3 clusters Score -969302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -969303.375000 Penalty: 4538.271484
	Iteration 40F: 3 clusters Score -969303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -969306.062500 Penalty: 4538.271484
	Iteration 41Q: 3 clusters Score -969306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -969308.062500 Penalty: 4538.271484
	Iteration 42Q: 3 clusters Score -969308.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -969309.437500 Penalty: 4538.271484
	Iteration 43Q: 3 clusters Score -969309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -969315.312500 Penalty: 4538.271484
	Iteration 44Q: 3 clusters Score -969315.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -969316.937500 Penalty: 4538.271484
	Iteration 45Q: 3 clusters Score -969316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -969318.437500 Penalty: 4538.271484
	Iteration 46Q: 3 clusters Score -969318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -969319.562500 Penalty: 4538.271484
	Iteration 47Q: 3 clusters Score -969319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -969321.750000 Penalty: 4538.271484
	Iteration 48Q: 3 clusters Score -969321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -969323.187500 Penalty: 4538.271484
	Iteration 49Q: 3 clusters Score -969323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -969323.187500 Penalty: 4538.271484
	Iteration 50F: 3 clusters Score -969323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Entering Unmasked Estep 
Score: -1101748.125000 Penalty: 2287.196289
	Iteration 0F: 2 clusters Score -1101748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1093943.750000 Penalty: 4574.392578
	Iteration 0F: 3 clusters Score -1093944 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1096199.875000 Penalty: 4574.392578
	Iteration 1F: 3 clusters Score -1096200 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1096521.875000 Penalty: 4574.392578
	Iteration 2F: 3 clusters Score -1096522 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1096802.625000 Penalty: 4574.392578
	Iteration 3F: 3 clusters Score -1096803 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1097070.125000 Penalty: 4574.392578
	Iteration 4F: 3 clusters Score -1097070 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1097306.875000 Penalty: 4574.392578
	Iteration 5Q: 3 clusters Score -1097307 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1097546.375000 Penalty: 4574.392578
	Iteration 6Q: 3 clusters Score -1097546 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1097822.375000 Penalty: 4574.392578
	Iteration 7Q: 3 clusters Score -1097822 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1098120.500000 Penalty: 4574.392578
	Iteration 8Q: 3 clusters Score -1098120 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1098442.750000 Penalty: 4574.392578
	Iteration 9Q: 3 clusters Score -1098443 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1098766.625000 Penalty: 4574.392578
	Iteration 10Q: 3 clusters Score -1098767 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1099038.875000 Penalty: 4574.392578
	Iteration 11Q: 3 clusters Score -1099039 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1099280.750000 Penalty: 4574.392578
	Iteration 12Q: 3 clusters Score -1099281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1099518.125000 Penalty: 4574.392578
	Iteration 13Q: 3 clusters Score -1099518 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1099686.250000 Penalty: 4574.392578
	Iteration 14Q: 3 clusters Score -1099686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1099777.750000 Penalty: 4574.392578
	Iteration 15Q: 3 clusters Score -1099778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1099832.875000 Penalty: 4574.392578
	Iteration 16Q: 3 clusters Score -1099833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1099869.875000 Penalty: 4574.392578
	Iteration 17Q: 3 clusters Score -1099870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1099888.000000 Penalty: 4574.392578
	Iteration 18Q: 3 clusters Score -1099888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1099908.125000 Penalty: 4574.392578
	Iteration 19Q: 3 clusters Score -1099908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1099926.625000 Penalty: 4574.392578
	Iteration 20F: 3 clusters Score -1099927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1099938.375000 Penalty: 4574.392578
	Iteration 21Q: 3 clusters Score -1099938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1099952.375000 Penalty: 4574.392578
	Iteration 22Q: 3 clusters Score -1099952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1099962.500000 Penalty: 4574.392578
	Iteration 23Q: 3 clusters Score -1099962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1099967.125000 Penalty: 4574.392578
	Iteration 24Q: 3 clusters Score -1099967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1099972.875000 Penalty: 4574.392578
	Iteration 25Q: 3 clusters Score -1099973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1099982.875000 Penalty: 4574.392578
	Iteration 26Q: 3 clusters Score -1099983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1099989.375000 Penalty: 4574.392578
	Iteration 27Q: 3 clusters Score -1099989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1099989.750000 Penalty: 4574.392578
	Iteration 28Q: 3 clusters Score -1099990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1099993.625000 Penalty: 4574.392578
	Iteration 29Q: 3 clusters Score -1099994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1099997.500000 Penalty: 4574.392578
	Iteration 30Q: 3 clusters Score -1099998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1100000.625000 Penalty: 4574.392578
	Iteration 31Q: 3 clusters Score -1100001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1100003.375000 Penalty: 4574.392578
	Iteration 32Q: 3 clusters Score -1100003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1100003.000000 Penalty: 4574.392578
	Iteration 33Q: 3 clusters Score -1100003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1100004.625000 Penalty: 4574.392578
	Iteration 34Q: 3 clusters Score -1100005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1100005.125000 Penalty: 4574.392578
	Iteration 35Q: 3 clusters Score -1100005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1100005.125000 Penalty: 4574.392578
	Iteration 36Q: 3 clusters Score -1100005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1100005.125000 Penalty: 4574.392578
	Iteration 37F: 3 clusters Score -1100005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (51176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Entering Unmasked Estep 
Score: -5869991.500000 Penalty: 2689.070557
	Iteration 0F: 2 clusters Score -5869992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -5835785.000000 Penalty: 5378.141113
	Iteration 0F: 3 clusters Score -5835785 nChanged 23546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -5848838.000000 Penalty: 5378.141113
	Iteration 1F: 3 clusters Score -5848838 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5849617.000000 Penalty: 5378.141113
	Iteration 2Q: 3 clusters Score -5849617 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -5850486.500000 Penalty: 5378.141113
	Iteration 3Q: 3 clusters Score -5850486 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5851382.000000 Penalty: 5378.141113
	Iteration 4Q: 3 clusters Score -5851382 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5852363.500000 Penalty: 5378.141113
	Iteration 5Q: 3 clusters Score -5852364 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -5853515.000000 Penalty: 5378.141113
	Iteration 6Q: 3 clusters Score -5853515 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5854915.000000 Penalty: 5378.141113
	Iteration 7Q: 3 clusters Score -5854915 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5856582.000000 Penalty: 5378.141113
	Iteration 8F: 3 clusters Score -5856582 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5858143.000000 Penalty: 5378.141113
	Iteration 9Q: 3 clusters Score -5858143 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5859591.000000 Penalty: 5378.141113
	Iteration 10Q: 3 clusters Score -5859591 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5860724.500000 Penalty: 5378.141113
	Iteration 11Q: 3 clusters Score -5860724 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5861654.000000 Penalty: 5378.141113
	Iteration 12Q: 3 clusters Score -5861654 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -5862403.000000 Penalty: 5378.141113
	Iteration 13Q: 3 clusters Score -5862403 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -5862988.500000 Penalty: 5378.141113
	Iteration 14Q: 3 clusters Score -5862988 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5863532.500000 Penalty: 5378.141113
	Iteration 15Q: 3 clusters Score -5863532 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -5864046.000000 Penalty: 5378.141113
	Iteration 16Q: 3 clusters Score -5864046 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5864540.000000 Penalty: 5378.141113
	Iteration 17Q: 3 clusters Score -5864540 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -5864993.000000 Penalty: 5378.141113
	Iteration 18Q: 3 clusters Score -5864993 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5865481.500000 Penalty: 5378.141113
	Iteration 19Q: 3 clusters Score -5865482 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5865915.000000 Penalty: 5378.141113
	Iteration 20F: 3 clusters Score -5865915 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5866293.000000 Penalty: 5378.141113
	Iteration 21Q: 3 clusters Score -5866293 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5866596.000000 Penalty: 5378.141113
	Iteration 22Q: 3 clusters Score -5866596 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5866901.500000 Penalty: 5378.141113
	Iteration 23Q: 3 clusters Score -5866902 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5867101.000000 Penalty: 5378.141113
	Iteration 24Q: 3 clusters Score -5867101 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5867278.000000 Penalty: 5378.141113
	Iteration 25Q: 3 clusters Score -5867278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5867411.000000 Penalty: 5378.141113
	Iteration 26Q: 3 clusters Score -5867411 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5867500.000000 Penalty: 5378.141113
	Iteration 27Q: 3 clusters Score -5867500 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5867569.000000 Penalty: 5378.141113
	Iteration 28Q: 3 clusters Score -5867569 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5867635.000000 Penalty: 5378.141113
	Iteration 29Q: 3 clusters Score -5867635 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5867680.000000 Penalty: 5378.141113
	Iteration 30Q: 3 clusters Score -5867680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5867717.500000 Penalty: 5378.141113
	Iteration 31Q: 3 clusters Score -5867718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5867744.000000 Penalty: 5378.141113
	Iteration 32Q: 3 clusters Score -5867744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5867763.500000 Penalty: 5378.141113
	Iteration 33Q: 3 clusters Score -5867764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5867792.000000 Penalty: 5378.141113
	Iteration 34Q: 3 clusters Score -5867792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5867821.500000 Penalty: 5378.141113
	Iteration 35Q: 3 clusters Score -5867822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5867838.000000 Penalty: 5378.141113
	Iteration 36Q: 3 clusters Score -5867838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5867853.500000 Penalty: 5378.141113
	Iteration 37Q: 3 clusters Score -5867854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5867865.000000 Penalty: 5378.141113
	Iteration 38Q: 3 clusters Score -5867865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5867879.500000 Penalty: 5378.141113
	Iteration 39Q: 3 clusters Score -5867880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5867894.500000 Penalty: 5378.141113
	Iteration 40F: 3 clusters Score -5867894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5867903.500000 Penalty: 5378.141113
	Iteration 41Q: 3 clusters Score -5867904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5867914.000000 Penalty: 5378.141113
	Iteration 42Q: 3 clusters Score -5867914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5867926.500000 Penalty: 5378.141113
	Iteration 43Q: 3 clusters Score -5867926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5867928.000000 Penalty: 5378.141113
	Iteration 44Q: 3 clusters Score -5867928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5867944.000000 Penalty: 5378.141113
	Iteration 45Q: 3 clusters Score -5867944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5867951.500000 Penalty: 5378.141113
	Iteration 46Q: 3 clusters Score -5867952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5867956.500000 Penalty: 5378.141113
	Iteration 47Q: 3 clusters Score -5867956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5867954.000000 Penalty: 5378.141113
	Iteration 48Q: 3 clusters Score -5867954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5867956.500000 Penalty: 5378.141113
	Iteration 49Q: 3 clusters Score -5867956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5867959.000000 Penalty: 5378.141113
	Iteration 50Q: 3 clusters Score -5867959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5867959.500000 Penalty: 5378.141113
	Iteration 51Q: 3 clusters Score -5867960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5867966.000000 Penalty: 5378.141113
	Iteration 52Q: 3 clusters Score -5867966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5867966.000000 Penalty: 5378.141113
	Iteration 53F: 3 clusters Score -5867966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -272552.781250 Penalty: 1957.605835
	Iteration 0F: 2 clusters Score -272552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269500.875000 Penalty: 3915.211670
	Iteration 0F: 3 clusters Score -269500.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -270204.062500 Penalty: 3915.211670
	Iteration 1F: 3 clusters Score -270204.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -270456.750000 Penalty: 3915.211670
	Iteration 2F: 3 clusters Score -270456.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -270656.687500 Penalty: 3915.211670
	Iteration 3F: 3 clusters Score -270656.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -270829.125000 Penalty: 3915.211670
	Iteration 4F: 3 clusters Score -270829.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -270980.156250 Penalty: 3915.211670
	Iteration 5Q: 3 clusters Score -270980.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271124.062500 Penalty: 3915.211670
	Iteration 6Q: 3 clusters Score -271124.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -271251.187500 Penalty: 3915.211670
	Iteration 7Q: 3 clusters Score -271251.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -271331.250000 Penalty: 3915.211670
	Iteration 8Q: 3 clusters Score -271331.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -271393.781250 Penalty: 3915.211670
	Iteration 9Q: 3 clusters Score -271393.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -271446.156250 Penalty: 3915.211670
	Iteration 10Q: 3 clusters Score -271446.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -271499.343750 Penalty: 3915.211670
	Iteration 11Q: 3 clusters Score -271499.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -271538.812500 Penalty: 3915.211670
	Iteration 12Q: 3 clusters Score -271538.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -271565.500000 Penalty: 3915.211670
	Iteration 13Q: 3 clusters Score -271565.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -271586.843750 Penalty: 3915.211670
	Iteration 14Q: 3 clusters Score -271586.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -271606.375000 Penalty: 3915.211670
	Iteration 15Q: 3 clusters Score -271606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -271624.781250 Penalty: 3915.211670
	Iteration 16Q: 3 clusters Score -271624.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -271638.250000 Penalty: 3915.211670
	Iteration 17Q: 3 clusters Score -271638.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -271650.375000 Penalty: 3915.211670
	Iteration 18Q: 3 clusters Score -271650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -271659.937500 Penalty: 3915.211670
	Iteration 19Q: 3 clusters Score -271659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -271666.718750 Penalty: 3915.211670
	Iteration 20F: 3 clusters Score -271666.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -271679.500000 Penalty: 3915.211670
	Iteration 21Q: 3 clusters Score -271679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -271689.156250 Penalty: 3915.211670
	Iteration 22Q: 3 clusters Score -271689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -271696.031250 Penalty: 3915.211670
	Iteration 23Q: 3 clusters Score -271696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -271706.812500 Penalty: 3915.211670
	Iteration 24Q: 3 clusters Score -271706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -271722.250000 Penalty: 3915.211670
	Iteration 25Q: 3 clusters Score -271722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -271738.625000 Penalty: 3915.211670
	Iteration 26Q: 3 clusters Score -271738.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -271761.500000 Penalty: 3915.211670
	Iteration 27Q: 3 clusters Score -271761.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -271787.125000 Penalty: 3915.211670
	Iteration 28Q: 3 clusters Score -271787.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -271816.531250 Penalty: 3915.211670
	Iteration 29Q: 3 clusters Score -271816.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271837.406250 Penalty: 3915.211670
	Iteration 30Q: 3 clusters Score -271837.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271848.812500 Penalty: 3915.211670
	Iteration 31Q: 3 clusters Score -271848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271856.437500 Penalty: 3915.211670
	Iteration 32Q: 3 clusters Score -271856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -271860.937500 Penalty: 3915.211670
	Iteration 33Q: 3 clusters Score -271860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271864.000000 Penalty: 3915.211670
	Iteration 34Q: 3 clusters Score -271864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271866.843750 Penalty: 3915.211670
	Iteration 35Q: 3 clusters Score -271866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271868.718750 Penalty: 3915.211670
	Iteration 36Q: 3 clusters Score -271868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -271872.781250 Penalty: 3915.211670
	Iteration 37Q: 3 clusters Score -271872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -271876.218750 Penalty: 3915.211670
	Iteration 38Q: 3 clusters Score -271876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -271880.500000 Penalty: 3915.211670
	Iteration 39Q: 3 clusters Score -271880.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -271888.156250 Penalty: 3915.211670
	Iteration 40F: 3 clusters Score -271888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -271892.000000 Penalty: 3915.211670
	Iteration 41Q: 3 clusters Score -271892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -271895.437500 Penalty: 3915.211670
	Iteration 42Q: 3 clusters Score -271895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -271897.312500 Penalty: 3915.211670
	Iteration 43Q: 3 clusters Score -271897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -271901.156250 Penalty: 3915.211670
	Iteration 44Q: 3 clusters Score -271901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -271903.656250 Penalty: 3915.211670
	Iteration 45Q: 3 clusters Score -271903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271905.625000 Penalty: 3915.211670
	Iteration 46Q: 3 clusters Score -271905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271906.562500 Penalty: 3915.211670
	Iteration 47Q: 3 clusters Score -271906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271906.562500 Penalty: 3915.211670
	Iteration 48F: 3 clusters Score -271906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -226763.203125 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -226763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -223822.218750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -223822.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -224709.906250 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -224709.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -225225.281250 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -225225.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -225601.031250 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -225601 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -225815.671875 Penalty: 3890.743408
	Iteration 4F: 3 clusters Score -225815.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -225994.984375 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -225995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -226105.718750 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -226105.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -226179.078125 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -226179.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -226223.578125 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -226223.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226257.781250 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -226257.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -226290.312500 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -226290.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -226309.828125 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -226309.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -226325.406250 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -226325.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -226336.812500 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -226336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226345.578125 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -226345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -226348.187500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -226348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226349.609375 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -226349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -226351.250000 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -226351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -226353.328125 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -226353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -226354.718750 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -226354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -226355.718750 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -226355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -226356.890625 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -226356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -226357.578125 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -226357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -226359.156250 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -226359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226360.265625 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -226360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226360.718750 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -226360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226362.828125 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -226362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226362.828125 Penalty: 3890.743408
	Iteration 27F: 3 clusters Score -226362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -276120.312500 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -276120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -273175.000000 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -273175 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -273750.468750 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -273750.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -273935.281250 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -273935.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -274043.250000 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -274043.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -274133.156250 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -274133.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -274214.375000 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -274214.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -274292.875000 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -274292.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -274365.531250 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -274365.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -274429.125000 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -274429.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -274479.187500 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -274479.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -274513.312500 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -274513.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -274543.593750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -274543.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -274567.937500 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -274567.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -274592.437500 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -274592.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -274624.062500 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -274624.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -274672.000000 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -274672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -274719.125000 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -274719.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -274767.843750 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -274767.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -274835.812500 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -274835.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -274916.281250 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -274916.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -274985.531250 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -274985.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -275047.187500 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -275047.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -275084.562500 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -275084.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -275120.281250 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -275120.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -275154.593750 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -275154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275194.843750 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -275194.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -275248.156250 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -275248.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -275319.062500 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -275319.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -275405.156250 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -275405.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -275526.468750 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -275526.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -275609.687500 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -275609.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -275636.906250 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -275636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -275656.656250 Penalty: 3882.707031
	Iteration 32Q: 3 clusters Score -275656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -275671.468750 Penalty: 3882.707031
	Iteration 33Q: 3 clusters Score -275671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -275682.031250 Penalty: 3882.707031
	Iteration 34Q: 3 clusters Score -275682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -275684.625000 Penalty: 3882.707031
	Iteration 35Q: 3 clusters Score -275684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -275684.968750 Penalty: 3882.707031
	Iteration 36Q: 3 clusters Score -275685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -275686.687500 Penalty: 3882.707031
	Iteration 37Q: 3 clusters Score -275686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -275687.531250 Penalty: 3882.707031
	Iteration 38Q: 3 clusters Score -275687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -275687.531250 Penalty: 3882.707031
	Iteration 39F: 3 clusters Score -275687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Entering Unmasked Estep 
Score: -1772491.000000 Penalty: 2390.278320
	Iteration 0F: 2 clusters Score -1772491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1761387.750000 Penalty: 4780.556641
	Iteration 0F: 3 clusters Score -1761388 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1764832.875000 Penalty: 4780.556641
	Iteration 1F: 3 clusters Score -1764833 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1765186.250000 Penalty: 4780.556641
	Iteration 2F: 3 clusters Score -1765186 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1765499.000000 Penalty: 4780.556641
	Iteration 3Q: 3 clusters Score -1765499 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1765818.000000 Penalty: 4780.556641
	Iteration 4Q: 3 clusters Score -1765818 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1766168.000000 Penalty: 4780.556641
	Iteration 5Q: 3 clusters Score -1766168 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1766624.250000 Penalty: 4780.556641
	Iteration 6Q: 3 clusters Score -1766624 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1767240.625000 Penalty: 4780.556641
	Iteration 7F: 3 clusters Score -1767241 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1767992.125000 Penalty: 4780.556641
	Iteration 8F: 3 clusters Score -1767992 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1768745.750000 Penalty: 4780.556641
	Iteration 9F: 3 clusters Score -1768746 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1769366.000000 Penalty: 4780.556641
	Iteration 10Q: 3 clusters Score -1769366 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1769753.125000 Penalty: 4780.556641
	Iteration 11Q: 3 clusters Score -1769753 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1769997.250000 Penalty: 4780.556641
	Iteration 12Q: 3 clusters Score -1769997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1770145.875000 Penalty: 4780.556641
	Iteration 13Q: 3 clusters Score -1770146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1770214.875000 Penalty: 4780.556641
	Iteration 14Q: 3 clusters Score -1770215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1770272.250000 Penalty: 4780.556641
	Iteration 15Q: 3 clusters Score -1770272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1770307.500000 Penalty: 4780.556641
	Iteration 16Q: 3 clusters Score -1770308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1770335.500000 Penalty: 4780.556641
	Iteration 17Q: 3 clusters Score -1770336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1770360.625000 Penalty: 4780.556641
	Iteration 18Q: 3 clusters Score -1770361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1770374.125000 Penalty: 4780.556641
	Iteration 19Q: 3 clusters Score -1770374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1770384.375000 Penalty: 4780.556641
	Iteration 20F: 3 clusters Score -1770384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1770392.000000 Penalty: 4780.556641
	Iteration 21Q: 3 clusters Score -1770392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1770398.125000 Penalty: 4780.556641
	Iteration 22Q: 3 clusters Score -1770398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1770404.375000 Penalty: 4780.556641
	Iteration 23Q: 3 clusters Score -1770404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1770412.250000 Penalty: 4780.556641
	Iteration 24Q: 3 clusters Score -1770412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1770415.250000 Penalty: 4780.556641
	Iteration 25Q: 3 clusters Score -1770415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1770417.625000 Penalty: 4780.556641
	Iteration 26Q: 3 clusters Score -1770418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1770419.000000 Penalty: 4780.556641
	Iteration 27Q: 3 clusters Score -1770419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1770422.625000 Penalty: 4780.556641
	Iteration 28Q: 3 clusters Score -1770423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1770428.125000 Penalty: 4780.556641
	Iteration 29Q: 3 clusters Score -1770428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1770429.750000 Penalty: 4780.556641
	Iteration 30Q: 3 clusters Score -1770430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1770431.750000 Penalty: 4780.556641
	Iteration 31Q: 3 clusters Score -1770432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1770437.500000 Penalty: 4780.556641
	Iteration 32Q: 3 clusters Score -1770438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1770440.000000 Penalty: 4780.556641
	Iteration 33Q: 3 clusters Score -1770440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1770442.375000 Penalty: 4780.556641
	Iteration 34Q: 3 clusters Score -1770442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1770444.625000 Penalty: 4780.556641
	Iteration 35Q: 3 clusters Score -1770445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1770444.625000 Penalty: 4780.556641
	Iteration 36F: 3 clusters Score -1770445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -278636.593750 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -278636.6 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 1311 members 
Entering Unmasked Estep 
Score: -275675.000000 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -275675 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -276285.406250 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -276285.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276521.531250 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -276521.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -276667.875000 Penalty: 3906.436035
	Iteration 3F: 3 clusters Score -276667.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -276789.312500 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -276789.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -276896.375000 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -276896.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -276991.593750 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -276991.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -277077.718750 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -277077.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -277130.687500 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -277130.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277167.750000 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -277167.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -277204.031250 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -277204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -277232.468750 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -277232.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -277248.187500 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -277248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -277260.250000 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -277260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -277271.593750 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -277271.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -277282.093750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -277282.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -277292.187500 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -277292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -277301.312500 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -277301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -277310.125000 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -277310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -277316.500000 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -277316.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -277321.468750 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -277321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -277328.125000 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -277328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -277334.562500 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -277334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -277338.875000 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -277338.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277345.750000 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -277345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -277349.375000 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -277349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277351.281250 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -277351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277353.406250 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -277353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277357.031250 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -277357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -277359.468750 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -277359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -277362.000000 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -277362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -277364.312500 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -277364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -277364.312500 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -277364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -277365.718750 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -277365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -277365.718750 Penalty: 3906.436035
	Iteration 34F: 3 clusters Score -277365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (43314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Entering Unmasked Estep 
Score: -5005073.000000 Penalty: 2647.705322
	Iteration 0F: 2 clusters Score -5005073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4975811.500000 Penalty: 5295.410645
	Iteration 0F: 3 clusters Score -4975812 nChanged 19830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4986917.000000 Penalty: 5295.410645
	Iteration 1F: 3 clusters Score -4986917 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4987596.500000 Penalty: 5295.410645
	Iteration 2Q: 3 clusters Score -4987596 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4988328.000000 Penalty: 5295.410645
	Iteration 3Q: 3 clusters Score -4988328 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4989156.500000 Penalty: 5295.410645
	Iteration 4Q: 3 clusters Score -4989156 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4990218.000000 Penalty: 5295.410645
	Iteration 5Q: 3 clusters Score -4990218 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4991888.000000 Penalty: 5295.410645
	Iteration 6F: 3 clusters Score -4991888 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4994216.500000 Penalty: 5295.410645
	Iteration 7F: 3 clusters Score -4994216 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4996956.500000 Penalty: 5295.410645
	Iteration 8F: 3 clusters Score -4996956 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4999293.000000 Penalty: 5295.410645
	Iteration 9F: 3 clusters Score -4999293 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5000873.000000 Penalty: 5295.410645
	Iteration 10Q: 3 clusters Score -5000873 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5001761.500000 Penalty: 5295.410645
	Iteration 11Q: 3 clusters Score -5001762 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5002313.000000 Penalty: 5295.410645
	Iteration 12Q: 3 clusters Score -5002313 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5002616.500000 Penalty: 5295.410645
	Iteration 13Q: 3 clusters Score -5002616 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5002796.000000 Penalty: 5295.410645
	Iteration 14Q: 3 clusters Score -5002796 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5002914.500000 Penalty: 5295.410645
	Iteration 15Q: 3 clusters Score -5002914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5002986.000000 Penalty: 5295.410645
	Iteration 16Q: 3 clusters Score -5002986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5003036.000000 Penalty: 5295.410645
	Iteration 17Q: 3 clusters Score -5003036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5003078.500000 Penalty: 5295.410645
	Iteration 18Q: 3 clusters Score -5003078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5003104.500000 Penalty: 5295.410645
	Iteration 19Q: 3 clusters Score -5003104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5003137.500000 Penalty: 5295.410645
	Iteration 20F: 3 clusters Score -5003138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5003162.000000 Penalty: 5295.410645
	Iteration 21Q: 3 clusters Score -5003162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5003193.000000 Penalty: 5295.410645
	Iteration 22Q: 3 clusters Score -5003193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5003229.000000 Penalty: 5295.410645
	Iteration 23Q: 3 clusters Score -5003229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5003249.000000 Penalty: 5295.410645
	Iteration 24Q: 3 clusters Score -5003249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5003297.500000 Penalty: 5295.410645
	Iteration 25Q: 3 clusters Score -5003298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5003334.500000 Penalty: 5295.410645
	Iteration 26Q: 3 clusters Score -5003334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5003352.000000 Penalty: 5295.410645
	Iteration 27Q: 3 clusters Score -5003352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5003380.000000 Penalty: 5295.410645
	Iteration 28Q: 3 clusters Score -5003380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5003416.000000 Penalty: 5295.410645
	Iteration 29Q: 3 clusters Score -5003416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5003431.500000 Penalty: 5295.410645
	Iteration 30Q: 3 clusters Score -5003432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5003449.000000 Penalty: 5295.410645
	Iteration 31Q: 3 clusters Score -5003449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5003454.500000 Penalty: 5295.410645
	Iteration 32Q: 3 clusters Score -5003454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5003461.500000 Penalty: 5295.410645
	Iteration 33Q: 3 clusters Score -5003462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5003464.500000 Penalty: 5295.410645
	Iteration 34Q: 3 clusters Score -5003464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5003464.500000 Penalty: 5295.410645
	Iteration 35F: 3 clusters Score -5003464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Entering Unmasked Estep 
Score: -3804950.250000 Penalty: 2585.984619
	Iteration 0F: 2 clusters Score -3804950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3782106.250000 Penalty: 5171.969238
	Iteration 0F: 3 clusters Score -3782106 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3790287.250000 Penalty: 5171.969238
	Iteration 1F: 3 clusters Score -3790287 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3791025.500000 Penalty: 5171.969238
	Iteration 2F: 3 clusters Score -3791026 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3791860.000000 Penalty: 5171.969238
	Iteration 3F: 3 clusters Score -3791860 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3792773.000000 Penalty: 5171.969238
	Iteration 4F: 3 clusters Score -3792773 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3793812.250000 Penalty: 5171.969238
	Iteration 5F: 3 clusters Score -3793812 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3794799.250000 Penalty: 5171.969238
	Iteration 6F: 3 clusters Score -3794799 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3795631.250000 Penalty: 5171.969238
	Iteration 7F: 3 clusters Score -3795631 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3796219.250000 Penalty: 5171.969238
	Iteration 8Q: 3 clusters Score -3796219 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3796644.250000 Penalty: 5171.969238
	Iteration 9Q: 3 clusters Score -3796644 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3796979.500000 Penalty: 5171.969238
	Iteration 10Q: 3 clusters Score -3796980 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3797260.500000 Penalty: 5171.969238
	Iteration 11Q: 3 clusters Score -3797260 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3797528.250000 Penalty: 5171.969238
	Iteration 12Q: 3 clusters Score -3797528 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3797800.250000 Penalty: 5171.969238
	Iteration 13Q: 3 clusters Score -3797800 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3798132.750000 Penalty: 5171.969238
	Iteration 14Q: 3 clusters Score -3798133 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3798622.250000 Penalty: 5171.969238
	Iteration 15Q: 3 clusters Score -3798622 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3799303.000000 Penalty: 5171.969238
	Iteration 16Q: 3 clusters Score -3799303 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3800112.250000 Penalty: 5171.969238
	Iteration 17Q: 3 clusters Score -3800112 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3800913.000000 Penalty: 5171.969238
	Iteration 18Q: 3 clusters Score -3800913 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3801535.000000 Penalty: 5171.969238
	Iteration 19Q: 3 clusters Score -3801535 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3802000.000000 Penalty: 5171.969238
	Iteration 20F: 3 clusters Score -3802000 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3802287.750000 Penalty: 5171.969238
	Iteration 21Q: 3 clusters Score -3802288 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3802479.500000 Penalty: 5171.969238
	Iteration 22Q: 3 clusters Score -3802480 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3802648.250000 Penalty: 5171.969238
	Iteration 23Q: 3 clusters Score -3802648 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3802747.750000 Penalty: 5171.969238
	Iteration 24Q: 3 clusters Score -3802748 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3802839.750000 Penalty: 5171.969238
	Iteration 25Q: 3 clusters Score -3802840 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3802887.250000 Penalty: 5171.969238
	Iteration 26Q: 3 clusters Score -3802887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3802920.000000 Penalty: 5171.969238
	Iteration 27Q: 3 clusters Score -3802920 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3802944.750000 Penalty: 5171.969238
	Iteration 28Q: 3 clusters Score -3802945 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3803005.750000 Penalty: 5171.969238
	Iteration 29Q: 3 clusters Score -3803006 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3803027.250000 Penalty: 5171.969238
	Iteration 30Q: 3 clusters Score -3803027 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3803069.750000 Penalty: 5171.969238
	Iteration 31Q: 3 clusters Score -3803070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3803116.500000 Penalty: 5171.969238
	Iteration 32Q: 3 clusters Score -3803116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3803160.250000 Penalty: 5171.969238
	Iteration 33Q: 3 clusters Score -3803160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3803192.000000 Penalty: 5171.969238
	Iteration 34Q: 3 clusters Score -3803192 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3803241.000000 Penalty: 5171.969238
	Iteration 35Q: 3 clusters Score -3803241 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3803266.500000 Penalty: 5171.969238
	Iteration 36Q: 3 clusters Score -3803266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3803310.000000 Penalty: 5171.969238
	Iteration 37Q: 3 clusters Score -3803310 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3803337.250000 Penalty: 5171.969238
	Iteration 38Q: 3 clusters Score -3803337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3803380.500000 Penalty: 5171.969238
	Iteration 39Q: 3 clusters Score -3803380 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3803414.500000 Penalty: 5171.969238
	Iteration 40F: 3 clusters Score -3803414 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3803442.750000 Penalty: 5171.969238
	Iteration 41Q: 3 clusters Score -3803443 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3803455.000000 Penalty: 5171.969238
	Iteration 42Q: 3 clusters Score -3803455 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3803494.750000 Penalty: 5171.969238
	Iteration 43Q: 3 clusters Score -3803495 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3803511.000000 Penalty: 5171.969238
	Iteration 44Q: 3 clusters Score -3803511 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3803543.250000 Penalty: 5171.969238
	Iteration 45Q: 3 clusters Score -3803543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3803546.500000 Penalty: 5171.969238
	Iteration 46Q: 3 clusters Score -3803546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3803541.500000 Penalty: 5171.969238
	Iteration 47Q: 3 clusters Score -3803542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3803561.750000 Penalty: 5171.969238
	Iteration 48Q: 3 clusters Score -3803562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3803568.000000 Penalty: 5171.969238
	Iteration 49Q: 3 clusters Score -3803568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3803572.250000 Penalty: 5171.969238
	Iteration 50Q: 3 clusters Score -3803572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3803585.250000 Penalty: 5171.969238
	Iteration 51Q: 3 clusters Score -3803585 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3803587.000000 Penalty: 5171.969238
	Iteration 52Q: 3 clusters Score -3803587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3803595.750000 Penalty: 5171.969238
	Iteration 53Q: 3 clusters Score -3803596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3803606.750000 Penalty: 5171.969238
	Iteration 54Q: 3 clusters Score -3803607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3803617.000000 Penalty: 5171.969238
	Iteration 55Q: 3 clusters Score -3803617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3803612.000000 Penalty: 5171.969238
	Iteration 56Q: 3 clusters Score -3803612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3803620.000000 Penalty: 5171.969238
	Iteration 57Q: 3 clusters Score -3803620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3803613.000000 Penalty: 5171.969238
	Iteration 58Q: 3 clusters Score -3803613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3803622.500000 Penalty: 5171.969238
	Iteration 59Q: 3 clusters Score -3803622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3803625.000000 Penalty: 5171.969238
	Iteration 60F: 3 clusters Score -3803625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3803623.000000 Penalty: 5171.969238
	Iteration 61Q: 3 clusters Score -3803623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3803626.000000 Penalty: 5171.969238
	Iteration 62Q: 3 clusters Score -3803626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3803632.250000 Penalty: 5171.969238
	Iteration 63Q: 3 clusters Score -3803632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3803633.500000 Penalty: 5171.969238
	Iteration 64Q: 3 clusters Score -3803634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3803634.250000 Penalty: 5171.969238
	Iteration 65Q: 3 clusters Score -3803634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3803636.000000 Penalty: 5171.969238
	Iteration 66Q: 3 clusters Score -3803636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3803634.250000 Penalty: 5171.969238
	Iteration 67Q: 3 clusters Score -3803634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3803633.000000 Penalty: 5171.969238
	Iteration 68Q: 3 clusters Score -3803633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3803641.000000 Penalty: 5171.969238
	Iteration 69Q: 3 clusters Score -3803641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3803640.250000 Penalty: 5171.969238
	Iteration 70Q: 3 clusters Score -3803640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3803636.500000 Penalty: 5171.969238
	Iteration 71Q: 3 clusters Score -3803636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3803640.500000 Penalty: 5171.969238
	Iteration 72Q: 3 clusters Score -3803640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3803643.250000 Penalty: 5171.969238
	Iteration 73Q: 3 clusters Score -3803643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3803648.500000 Penalty: 5171.969238
	Iteration 74Q: 3 clusters Score -3803648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3803642.250000 Penalty: 5171.969238
	Iteration 75Q: 3 clusters Score -3803642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3803642.500000 Penalty: 5171.969238
	Iteration 76Q: 3 clusters Score -3803642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3803640.000000 Penalty: 5171.969238
	Iteration 77Q: 3 clusters Score -3803640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3803639.750000 Penalty: 5171.969238
	Iteration 78Q: 3 clusters Score -3803640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3803641.250000 Penalty: 5171.969238
	Iteration 79Q: 3 clusters Score -3803641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3803642.750000 Penalty: 5171.969238
	Iteration 80F: 3 clusters Score -3803643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -610974.187500 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -610974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -606227.562500 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -606227.6 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -607322.937500 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -607322.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -607521.437500 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -607521.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -607655.000000 Penalty: 4256.228516
	Iteration 3Q: 3 clusters Score -607655 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -607778.062500 Penalty: 4256.228516
	Iteration 4Q: 3 clusters Score -607778.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -607880.125000 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -607880.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -607978.687500 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -607978.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -608061.062500 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -608061.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -608131.437500 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -608131.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -608193.312500 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -608193.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -608253.750000 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -608253.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -608319.187500 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -608319.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -608390.062500 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -608390.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -608470.562500 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -608470.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -608566.875000 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -608566.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -608675.000000 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -608675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -608761.937500 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -608761.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -608835.500000 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -608835.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -608892.125000 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -608892.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -608945.500000 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -608945.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -608978.125000 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -608978.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -609002.062500 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -609002.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -609025.500000 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -609025.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -609055.000000 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -609055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -609078.437500 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -609078.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -609095.875000 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -609095.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -609105.437500 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -609105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -609109.562500 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -609109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -609114.562500 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -609114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -609118.687500 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -609118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -609123.937500 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -609123.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -609133.937500 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -609133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -609141.812500 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -609141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -609146.625000 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -609146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -609152.187500 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -609152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -609155.562500 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -609155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -609156.875000 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -609156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -609158.500000 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -609158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -609161.062500 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -609161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -609161.687500 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -609161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -609162.062500 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -609162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -609163.062500 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -609163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -609163.562500 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -609163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -609164.250000 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -609164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -609164.562500 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -609164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -609165.000000 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -609165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -609165.000000 Penalty: 4256.228516
	Iteration 46F: 3 clusters Score -609165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -509203.312500 Penalty: 2094.159668
	Iteration 0F: 2 clusters Score -509203.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -504855.187500 Penalty: 4188.319336
	Iteration 0F: 3 clusters Score -504855.2 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -505926.250000 Penalty: 4188.319336
	Iteration 1F: 3 clusters Score -505926.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -506196.125000 Penalty: 4188.319336
	Iteration 2F: 3 clusters Score -506196.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -506400.718750 Penalty: 4188.319336
	Iteration 3F: 3 clusters Score -506400.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -506590.093750 Penalty: 4188.319336
	Iteration 4F: 3 clusters Score -506590.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -506798.000000 Penalty: 4188.319336
	Iteration 5F: 3 clusters Score -506798 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -507012.156250 Penalty: 4188.319336
	Iteration 6F: 3 clusters Score -507012.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -507219.906250 Penalty: 4188.319336
	Iteration 7F: 3 clusters Score -507219.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -507372.750000 Penalty: 4188.319336
	Iteration 8Q: 3 clusters Score -507372.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -507488.562500 Penalty: 4188.319336
	Iteration 9Q: 3 clusters Score -507488.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -507574.750000 Penalty: 4188.319336
	Iteration 10Q: 3 clusters Score -507574.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -507637.468750 Penalty: 4188.319336
	Iteration 11Q: 3 clusters Score -507637.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -507675.250000 Penalty: 4188.319336
	Iteration 12Q: 3 clusters Score -507675.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -507698.843750 Penalty: 4188.319336
	Iteration 13Q: 3 clusters Score -507698.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -507718.218750 Penalty: 4188.319336
	Iteration 14Q: 3 clusters Score -507718.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -507725.500000 Penalty: 4188.319336
	Iteration 15Q: 3 clusters Score -507725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -507731.031250 Penalty: 4188.319336
	Iteration 16Q: 3 clusters Score -507731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -507740.406250 Penalty: 4188.319336
	Iteration 17Q: 3 clusters Score -507740.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -507747.656250 Penalty: 4188.319336
	Iteration 18Q: 3 clusters Score -507747.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -507751.750000 Penalty: 4188.319336
	Iteration 19Q: 3 clusters Score -507751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -507753.156250 Penalty: 4188.319336
	Iteration 20F: 3 clusters Score -507753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -507755.156250 Penalty: 4188.319336
	Iteration 21Q: 3 clusters Score -507755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -507755.156250 Penalty: 4188.319336
	Iteration 22Q: 3 clusters Score -507755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -507756.156250 Penalty: 4188.319336
	Iteration 23Q: 3 clusters Score -507756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -507755.875000 Penalty: 4188.319336
	Iteration 24Q: 3 clusters Score -507755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -507755.875000 Penalty: 4188.319336
	Iteration 25F: 3 clusters Score -507755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -863039.562500 Penalty: 2234.069824
	Iteration 0F: 2 clusters Score -863039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -856509.750000 Penalty: 4468.139648
	Iteration 0F: 3 clusters Score -856509.8 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -858399.562500 Penalty: 4468.139648
	Iteration 1F: 3 clusters Score -858399.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -858859.750000 Penalty: 4468.139648
	Iteration 2F: 3 clusters Score -858859.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -859290.625000 Penalty: 4468.139648
	Iteration 3F: 3 clusters Score -859290.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -859742.000000 Penalty: 4468.139648
	Iteration 4F: 3 clusters Score -859742 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -860192.750000 Penalty: 4468.139648
	Iteration 5F: 3 clusters Score -860192.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -860599.812500 Penalty: 4468.139648
	Iteration 6F: 3 clusters Score -860599.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -860889.562500 Penalty: 4468.139648
	Iteration 7Q: 3 clusters Score -860889.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -861157.500000 Penalty: 4468.139648
	Iteration 8Q: 3 clusters Score -861157.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -861387.562500 Penalty: 4468.139648
	Iteration 9Q: 3 clusters Score -861387.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -861583.750000 Penalty: 4468.139648
	Iteration 10Q: 3 clusters Score -861583.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -861723.437500 Penalty: 4468.139648
	Iteration 11Q: 3 clusters Score -861723.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -861838.000000 Penalty: 4468.139648
	Iteration 12Q: 3 clusters Score -861838 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -861926.250000 Penalty: 4468.139648
	Iteration 13Q: 3 clusters Score -861926.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -861989.375000 Penalty: 4468.139648
	Iteration 14Q: 3 clusters Score -861989.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -862048.562500 Penalty: 4468.139648
	Iteration 15Q: 3 clusters Score -862048.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -862100.875000 Penalty: 4468.139648
	Iteration 16Q: 3 clusters Score -862100.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -862154.500000 Penalty: 4468.139648
	Iteration 17Q: 3 clusters Score -862154.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -862205.750000 Penalty: 4468.139648
	Iteration 18Q: 3 clusters Score -862205.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -862248.625000 Penalty: 4468.139648
	Iteration 19Q: 3 clusters Score -862248.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -862271.187500 Penalty: 4468.139648
	Iteration 20F: 3 clusters Score -862271.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -862289.125000 Penalty: 4468.139648
	Iteration 21Q: 3 clusters Score -862289.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -862298.937500 Penalty: 4468.139648
	Iteration 22Q: 3 clusters Score -862298.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -862305.937500 Penalty: 4468.139648
	Iteration 23Q: 3 clusters Score -862305.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -862311.312500 Penalty: 4468.139648
	Iteration 24Q: 3 clusters Score -862311.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -862312.812500 Penalty: 4468.139648
	Iteration 25Q: 3 clusters Score -862312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -862314.750000 Penalty: 4468.139648
	Iteration 26Q: 3 clusters Score -862314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -862317.000000 Penalty: 4468.139648
	Iteration 27Q: 3 clusters Score -862317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -862318.375000 Penalty: 4468.139648
	Iteration 28Q: 3 clusters Score -862318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -862319.437500 Penalty: 4468.139648
	Iteration 29Q: 3 clusters Score -862319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -862320.000000 Penalty: 4468.139648
	Iteration 30Q: 3 clusters Score -862320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -862319.687500 Penalty: 4468.139648
	Iteration 31Q: 3 clusters Score -862319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -862319.687500 Penalty: 4468.139648
	Iteration 32F: 3 clusters Score -862319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (21461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Entering Unmasked Estep 
Score: -2463884.000000 Penalty: 2473.550049
	Iteration 0F: 2 clusters Score -2463884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2448736.000000 Penalty: 4947.100098
	Iteration 0F: 3 clusters Score -2448736 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2453917.000000 Penalty: 4947.100098
	Iteration 1F: 3 clusters Score -2453917 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2454276.750000 Penalty: 4947.100098
	Iteration 2F: 3 clusters Score -2454277 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2454533.250000 Penalty: 4947.100098
	Iteration 3Q: 3 clusters Score -2454533 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2454735.250000 Penalty: 4947.100098
	Iteration 4Q: 3 clusters Score -2454735 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2454889.750000 Penalty: 4947.100098
	Iteration 5Q: 3 clusters Score -2454890 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2455035.250000 Penalty: 4947.100098
	Iteration 6Q: 3 clusters Score -2455035 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2455174.750000 Penalty: 4947.100098
	Iteration 7Q: 3 clusters Score -2455175 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2455346.250000 Penalty: 4947.100098
	Iteration 8Q: 3 clusters Score -2455346 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2455547.750000 Penalty: 4947.100098
	Iteration 9Q: 3 clusters Score -2455548 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2455799.250000 Penalty: 4947.100098
	Iteration 10Q: 3 clusters Score -2455799 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2456094.500000 Penalty: 4947.100098
	Iteration 11Q: 3 clusters Score -2456094 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2456465.250000 Penalty: 4947.100098
	Iteration 12Q: 3 clusters Score -2456465 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2456881.250000 Penalty: 4947.100098
	Iteration 13Q: 3 clusters Score -2456881 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2457391.750000 Penalty: 4947.100098
	Iteration 14Q: 3 clusters Score -2457392 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2457953.000000 Penalty: 4947.100098
	Iteration 15Q: 3 clusters Score -2457953 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2458555.000000 Penalty: 4947.100098
	Iteration 16Q: 3 clusters Score -2458555 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2459125.750000 Penalty: 4947.100098
	Iteration 17Q: 3 clusters Score -2459126 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2459679.750000 Penalty: 4947.100098
	Iteration 18Q: 3 clusters Score -2459680 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2460170.000000 Penalty: 4947.100098
	Iteration 19Q: 3 clusters Score -2460170 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2460548.250000 Penalty: 4947.100098
	Iteration 20F: 3 clusters Score -2460548 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2460868.500000 Penalty: 4947.100098
	Iteration 21Q: 3 clusters Score -2460868 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2461119.750000 Penalty: 4947.100098
	Iteration 22Q: 3 clusters Score -2461120 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2461319.750000 Penalty: 4947.100098
	Iteration 23Q: 3 clusters Score -2461320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2461437.500000 Penalty: 4947.100098
	Iteration 24Q: 3 clusters Score -2461438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2461525.500000 Penalty: 4947.100098
	Iteration 25Q: 3 clusters Score -2461526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2461596.000000 Penalty: 4947.100098
	Iteration 26Q: 3 clusters Score -2461596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2461633.750000 Penalty: 4947.100098
	Iteration 27Q: 3 clusters Score -2461634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2461662.500000 Penalty: 4947.100098
	Iteration 28Q: 3 clusters Score -2461662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2461697.750000 Penalty: 4947.100098
	Iteration 29Q: 3 clusters Score -2461698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2461719.000000 Penalty: 4947.100098
	Iteration 30Q: 3 clusters Score -2461719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2461731.000000 Penalty: 4947.100098
	Iteration 31Q: 3 clusters Score -2461731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2461737.750000 Penalty: 4947.100098
	Iteration 32Q: 3 clusters Score -2461738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2461755.000000 Penalty: 4947.100098
	Iteration 33Q: 3 clusters Score -2461755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2461774.250000 Penalty: 4947.100098
	Iteration 34Q: 3 clusters Score -2461774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2461781.000000 Penalty: 4947.100098
	Iteration 35Q: 3 clusters Score -2461781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2461786.250000 Penalty: 4947.100098
	Iteration 36Q: 3 clusters Score -2461786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2461790.000000 Penalty: 4947.100098
	Iteration 37Q: 3 clusters Score -2461790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2461789.500000 Penalty: 4947.100098
	Iteration 38Q: 3 clusters Score -2461790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2461792.250000 Penalty: 4947.100098
	Iteration 39Q: 3 clusters Score -2461792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2461791.750000 Penalty: 4947.100098
	Iteration 40F: 3 clusters Score -2461792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2461794.250000 Penalty: 4947.100098
	Iteration 41Q: 3 clusters Score -2461794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2461794.250000 Penalty: 4947.100098
	Iteration 42F: 3 clusters Score -2461794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -660208.312500 Penalty: 2174.297607
	Iteration 0F: 2 clusters Score -660208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -654876.875000 Penalty: 4348.595215
	Iteration 0F: 3 clusters Score -654876.9 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -656403.250000 Penalty: 4348.595215
	Iteration 1F: 3 clusters Score -656403.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -656860.500000 Penalty: 4348.595215
	Iteration 2F: 3 clusters Score -656860.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -657292.500000 Penalty: 4348.595215
	Iteration 3F: 3 clusters Score -657292.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -657639.562500 Penalty: 4348.595215
	Iteration 4F: 3 clusters Score -657639.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -657935.500000 Penalty: 4348.595215
	Iteration 5F: 3 clusters Score -657935.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -658156.062500 Penalty: 4348.595215
	Iteration 6Q: 3 clusters Score -658156.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -658294.750000 Penalty: 4348.595215
	Iteration 7Q: 3 clusters Score -658294.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -658376.000000 Penalty: 4348.595215
	Iteration 8Q: 3 clusters Score -658376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -658434.500000 Penalty: 4348.595215
	Iteration 9Q: 3 clusters Score -658434.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -658478.187500 Penalty: 4348.595215
	Iteration 10Q: 3 clusters Score -658478.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -658505.312500 Penalty: 4348.595215
	Iteration 11Q: 3 clusters Score -658505.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -658518.937500 Penalty: 4348.595215
	Iteration 12Q: 3 clusters Score -658518.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -658534.625000 Penalty: 4348.595215
	Iteration 13Q: 3 clusters Score -658534.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -658546.125000 Penalty: 4348.595215
	Iteration 14Q: 3 clusters Score -658546.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -658548.687500 Penalty: 4348.595215
	Iteration 15Q: 3 clusters Score -658548.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -658552.812500 Penalty: 4348.595215
	Iteration 16Q: 3 clusters Score -658552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -658554.562500 Penalty: 4348.595215
	Iteration 17Q: 3 clusters Score -658554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -658560.062500 Penalty: 4348.595215
	Iteration 18Q: 3 clusters Score -658560.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -658563.125000 Penalty: 4348.595215
	Iteration 19Q: 3 clusters Score -658563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -658565.500000 Penalty: 4348.595215
	Iteration 20F: 3 clusters Score -658565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -658564.500000 Penalty: 4348.595215
	Iteration 21Q: 3 clusters Score -658564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -658567.437500 Penalty: 4348.595215
	Iteration 22Q: 3 clusters Score -658567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -658567.875000 Penalty: 4348.595215
	Iteration 23Q: 3 clusters Score -658567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -658567.625000 Penalty: 4348.595215
	Iteration 24Q: 3 clusters Score -658567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -658570.500000 Penalty: 4348.595215
	Iteration 25Q: 3 clusters Score -658570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -658571.500000 Penalty: 4348.595215
	Iteration 26Q: 3 clusters Score -658571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -658570.937500 Penalty: 4348.595215
	Iteration 27Q: 3 clusters Score -658570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -658573.500000 Penalty: 4348.595215
	Iteration 28Q: 3 clusters Score -658573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -658572.875000 Penalty: 4348.595215
	Iteration 29Q: 3 clusters Score -658572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -658574.875000 Penalty: 4348.595215
	Iteration 30Q: 3 clusters Score -658574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -658575.625000 Penalty: 4348.595215
	Iteration 31Q: 3 clusters Score -658575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -658574.562500 Penalty: 4348.595215
	Iteration 32Q: 3 clusters Score -658574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -658574.562500 Penalty: 4348.595215
	Iteration 33F: 3 clusters Score -658574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -582829.500000 Penalty: 2132.815430
	Iteration 0F: 2 clusters Score -582829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -578087.500000 Penalty: 4265.630859
	Iteration 0F: 3 clusters Score -578087.5 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -579471.562500 Penalty: 4265.630859
	Iteration 1F: 3 clusters Score -579471.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -579899.125000 Penalty: 4265.630859
	Iteration 2F: 3 clusters Score -579899.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -580209.750000 Penalty: 4265.630859
	Iteration 3F: 3 clusters Score -580209.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -580480.812500 Penalty: 4265.630859
	Iteration 4F: 3 clusters Score -580480.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -580729.812500 Penalty: 4265.630859
	Iteration 5Q: 3 clusters Score -580729.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -580920.687500 Penalty: 4265.630859
	Iteration 6Q: 3 clusters Score -580920.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -581082.062500 Penalty: 4265.630859
	Iteration 7Q: 3 clusters Score -581082.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -581191.750000 Penalty: 4265.630859
	Iteration 8Q: 3 clusters Score -581191.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -581278.562500 Penalty: 4265.630859
	Iteration 9Q: 3 clusters Score -581278.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -581344.687500 Penalty: 4265.630859
	Iteration 10Q: 3 clusters Score -581344.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -581407.937500 Penalty: 4265.630859
	Iteration 11Q: 3 clusters Score -581407.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -581463.625000 Penalty: 4265.630859
	Iteration 12Q: 3 clusters Score -581463.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -581505.312500 Penalty: 4265.630859
	Iteration 13Q: 3 clusters Score -581505.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -581541.937500 Penalty: 4265.630859
	Iteration 14Q: 3 clusters Score -581541.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -581584.437500 Penalty: 4265.630859
	Iteration 15Q: 3 clusters Score -581584.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -581625.812500 Penalty: 4265.630859
	Iteration 16Q: 3 clusters Score -581625.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -581668.312500 Penalty: 4265.630859
	Iteration 17Q: 3 clusters Score -581668.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -581707.625000 Penalty: 4265.630859
	Iteration 18Q: 3 clusters Score -581707.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -581743.375000 Penalty: 4265.630859
	Iteration 19Q: 3 clusters Score -581743.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -581783.000000 Penalty: 4265.630859
	Iteration 20F: 3 clusters Score -581783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -581816.062500 Penalty: 4265.630859
	Iteration 21Q: 3 clusters Score -581816.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -581849.437500 Penalty: 4265.630859
	Iteration 22Q: 3 clusters Score -581849.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -581888.125000 Penalty: 4265.630859
	Iteration 23Q: 3 clusters Score -581888.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -581916.562500 Penalty: 4265.630859
	Iteration 24Q: 3 clusters Score -581916.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -581942.000000 Penalty: 4265.630859
	Iteration 25Q: 3 clusters Score -581942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -581971.562500 Penalty: 4265.630859
	Iteration 26Q: 3 clusters Score -581971.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -581999.562500 Penalty: 4265.630859
	Iteration 27Q: 3 clusters Score -581999.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -582022.187500 Penalty: 4265.630859
	Iteration 28Q: 3 clusters Score -582022.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -582038.000000 Penalty: 4265.630859
	Iteration 29Q: 3 clusters Score -582038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -582052.125000 Penalty: 4265.630859
	Iteration 30Q: 3 clusters Score -582052.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -582061.187500 Penalty: 4265.630859
	Iteration 31Q: 3 clusters Score -582061.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -582069.375000 Penalty: 4265.630859
	Iteration 32Q: 3 clusters Score -582069.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -582082.250000 Penalty: 4265.630859
	Iteration 33Q: 3 clusters Score -582082.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -582094.062500 Penalty: 4265.630859
	Iteration 34Q: 3 clusters Score -582094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -582100.250000 Penalty: 4265.630859
	Iteration 35Q: 3 clusters Score -582100.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -582110.062500 Penalty: 4265.630859
	Iteration 36Q: 3 clusters Score -582110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -582115.375000 Penalty: 4265.630859
	Iteration 37Q: 3 clusters Score -582115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -582116.125000 Penalty: 4265.630859
	Iteration 38Q: 3 clusters Score -582116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -582116.375000 Penalty: 4265.630859
	Iteration 39Q: 3 clusters Score -582116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -582118.312500 Penalty: 4265.630859
	Iteration 40F: 3 clusters Score -582118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -582118.062500 Penalty: 4265.630859
	Iteration 41Q: 3 clusters Score -582118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -582118.625000 Penalty: 4265.630859
	Iteration 42Q: 3 clusters Score -582118.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -582118.625000 Penalty: 4265.630859
	Iteration 43F: 3 clusters Score -582118.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (7399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Entering Unmasked Estep 
Score: -835134.375000 Penalty: 2209.457031
	Iteration 0F: 2 clusters Score -835134.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -829138.187500 Penalty: 4418.914062
	Iteration 0F: 3 clusters Score -829138.2 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -830790.375000 Penalty: 4418.914062
	Iteration 1F: 3 clusters Score -830790.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -831118.875000 Penalty: 4418.914062
	Iteration 2F: 3 clusters Score -831118.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -831350.875000 Penalty: 4418.914062
	Iteration 3F: 3 clusters Score -831350.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -831521.500000 Penalty: 4418.914062
	Iteration 4Q: 3 clusters Score -831521.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -831679.125000 Penalty: 4418.914062
	Iteration 5Q: 3 clusters Score -831679.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -831843.125000 Penalty: 4418.914062
	Iteration 6Q: 3 clusters Score -831843.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -832014.750000 Penalty: 4418.914062
	Iteration 7Q: 3 clusters Score -832014.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -832191.250000 Penalty: 4418.914062
	Iteration 8Q: 3 clusters Score -832191.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -832388.812500 Penalty: 4418.914062
	Iteration 9Q: 3 clusters Score -832388.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -832581.875000 Penalty: 4418.914062
	Iteration 10Q: 3 clusters Score -832581.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -832761.875000 Penalty: 4418.914062
	Iteration 11Q: 3 clusters Score -832761.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -832904.375000 Penalty: 4418.914062
	Iteration 12Q: 3 clusters Score -832904.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -833033.062500 Penalty: 4418.914062
	Iteration 13Q: 3 clusters Score -833033.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -833157.312500 Penalty: 4418.914062
	Iteration 14Q: 3 clusters Score -833157.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -833245.625000 Penalty: 4418.914062
	Iteration 15Q: 3 clusters Score -833245.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -833315.187500 Penalty: 4418.914062
	Iteration 16Q: 3 clusters Score -833315.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -833364.187500 Penalty: 4418.914062
	Iteration 17Q: 3 clusters Score -833364.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -833406.187500 Penalty: 4418.914062
	Iteration 18Q: 3 clusters Score -833406.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -833437.687500 Penalty: 4418.914062
	Iteration 19Q: 3 clusters Score -833437.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -833462.437500 Penalty: 4418.914062
	Iteration 20F: 3 clusters Score -833462.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -833478.500000 Penalty: 4418.914062
	Iteration 21Q: 3 clusters Score -833478.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -833498.937500 Penalty: 4418.914062
	Iteration 22Q: 3 clusters Score -833498.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -833525.687500 Penalty: 4418.914062
	Iteration 23Q: 3 clusters Score -833525.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -833550.750000 Penalty: 4418.914062
	Iteration 24Q: 3 clusters Score -833550.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -833580.312500 Penalty: 4418.914062
	Iteration 25Q: 3 clusters Score -833580.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -833598.562500 Penalty: 4418.914062
	Iteration 26Q: 3 clusters Score -833598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -833614.437500 Penalty: 4418.914062
	Iteration 27Q: 3 clusters Score -833614.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -833621.250000 Penalty: 4418.914062
	Iteration 28Q: 3 clusters Score -833621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -833633.875000 Penalty: 4418.914062
	Iteration 29Q: 3 clusters Score -833633.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -833645.187500 Penalty: 4418.914062
	Iteration 30Q: 3 clusters Score -833645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -833651.562500 Penalty: 4418.914062
	Iteration 31Q: 3 clusters Score -833651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -833661.312500 Penalty: 4418.914062
	Iteration 32Q: 3 clusters Score -833661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -833668.000000 Penalty: 4418.914062
	Iteration 33Q: 3 clusters Score -833668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -833675.125000 Penalty: 4418.914062
	Iteration 34Q: 3 clusters Score -833675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -833684.437500 Penalty: 4418.914062
	Iteration 35Q: 3 clusters Score -833684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -833687.125000 Penalty: 4418.914062
	Iteration 36Q: 3 clusters Score -833687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -833691.312500 Penalty: 4418.914062
	Iteration 37Q: 3 clusters Score -833691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -833692.375000 Penalty: 4418.914062
	Iteration 38Q: 3 clusters Score -833692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -833692.375000 Penalty: 4418.914062
	Iteration 39F: 3 clusters Score -833692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -190350.468750 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -190350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187895.796875 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -187895.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188285.468750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -188285.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188421.078125 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -188421.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188515.484375 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -188515.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -188564.578125 Penalty: 3691.766846
	Iteration 4Q: 3 clusters Score -188564.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188603.734375 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -188603.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -188639.968750 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -188640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188664.203125 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -188664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -188682.593750 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -188682.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -188700.031250 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -188700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -188711.312500 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -188711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -188717.656250 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -188717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -188723.531250 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -188723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188728.609375 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -188728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -188734.000000 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -188734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -188738.687500 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -188738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188742.281250 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -188742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188743.125000 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -188743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188743.937500 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -188743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188743.937500 Penalty: 3691.766846
	Iteration 19F: 3 clusters Score -188743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -180464.921875 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -180464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -178028.500000 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -178028.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178470.593750 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -178470.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -178581.125000 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -178581.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -178651.109375 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -178651.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -178707.656250 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -178707.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -178759.593750 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -178759.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -178800.531250 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -178800.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -178834.890625 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -178834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -178863.781250 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -178863.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -178878.015625 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -178878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -178888.062500 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -178888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -178895.046875 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -178895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178904.421875 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -178904.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178910.937500 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -178910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178912.750000 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -178912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -178913.781250 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -178913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -178914.093750 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -178914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -178914.703125 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -178914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -178915.781250 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -178915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -178916.609375 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -178916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -178917.187500 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -178917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -178918.062500 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -178918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -178919.109375 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -178919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -178919.312500 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -178919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178920.593750 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -178920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178920.593750 Penalty: 3696.966553
	Iteration 25F: 3 clusters Score -178920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -640804.625000 Penalty: 2147.398682
	Iteration 0F: 2 clusters Score -640804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -635814.375000 Penalty: 4294.797363
	Iteration 0F: 3 clusters Score -635814.4 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -637102.250000 Penalty: 4294.797363
	Iteration 1F: 3 clusters Score -637102.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -637391.875000 Penalty: 4294.797363
	Iteration 2F: 3 clusters Score -637391.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -637587.312500 Penalty: 4294.797363
	Iteration 3F: 3 clusters Score -637587.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -637750.062500 Penalty: 4294.797363
	Iteration 4Q: 3 clusters Score -637750.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -637913.125000 Penalty: 4294.797363
	Iteration 5Q: 3 clusters Score -637913.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -638093.250000 Penalty: 4294.797363
	Iteration 6Q: 3 clusters Score -638093.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -638285.062500 Penalty: 4294.797363
	Iteration 7Q: 3 clusters Score -638285.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -638522.375000 Penalty: 4294.797363
	Iteration 8Q: 3 clusters Score -638522.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -638784.375000 Penalty: 4294.797363
	Iteration 9Q: 3 clusters Score -638784.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -639072.500000 Penalty: 4294.797363
	Iteration 10Q: 3 clusters Score -639072.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -639403.375000 Penalty: 4294.797363
	Iteration 11Q: 3 clusters Score -639403.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -639770.000000 Penalty: 4294.797363
	Iteration 12Q: 3 clusters Score -639770 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -640112.437500 Penalty: 4294.797363
	Iteration 13Q: 3 clusters Score -640112.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -640368.250000 Penalty: 4294.797363
	Iteration 14Q: 3 clusters Score -640368.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -640569.437500 Penalty: 4294.797363
	Iteration 15Q: 3 clusters Score -640569.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -640710.625000 Penalty: 4294.797363
	Iteration 16Q: 3 clusters Score -640710.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -640830.812500 Penalty: 4294.797363
	Iteration 17Q: 3 clusters Score -640830.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -640921.937500 Penalty: 4294.797363
	Iteration 18Q: 3 clusters Score -640921.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -640985.937500 Penalty: 4294.797363
	Iteration 19Q: 3 clusters Score -640985.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -641031.375000 Penalty: 4294.797363
	Iteration 20F: 3 clusters Score -641031.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -641068.312500 Penalty: 4294.797363
	Iteration 21Q: 3 clusters Score -641068.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -641095.312500 Penalty: 4294.797363
	Iteration 22Q: 3 clusters Score -641095.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -641115.625000 Penalty: 4294.797363
	Iteration 23Q: 3 clusters Score -641115.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -641123.312500 Penalty: 4294.797363
	Iteration 24Q: 3 clusters Score -641123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -641128.437500 Penalty: 4294.797363
	Iteration 25Q: 3 clusters Score -641128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -641134.500000 Penalty: 4294.797363
	Iteration 26Q: 3 clusters Score -641134.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -641142.062500 Penalty: 4294.797363
	Iteration 27Q: 3 clusters Score -641142.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -641147.187500 Penalty: 4294.797363
	Iteration 28Q: 3 clusters Score -641147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -641152.125000 Penalty: 4294.797363
	Iteration 29Q: 3 clusters Score -641152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -641152.437500 Penalty: 4294.797363
	Iteration 30Q: 3 clusters Score -641152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -641154.062500 Penalty: 4294.797363
	Iteration 31Q: 3 clusters Score -641154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -641152.875000 Penalty: 4294.797363
	Iteration 32Q: 3 clusters Score -641152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -641155.250000 Penalty: 4294.797363
	Iteration 33Q: 3 clusters Score -641155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -641155.250000 Penalty: 4294.797363
	Iteration 34F: 3 clusters Score -641155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 2386 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Mstep: Class 106 contains 3375 members 
Entering Unmasked Estep 
Score: -212288144.000000 Penalty: 380867.500000
Splitting cluster 61 changes total score from -212289264.000000 to -212288144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -314555.843750 Penalty: 2011.162354
	Iteration 0F: 2 clusters Score -314555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -311080.343750 Penalty: 4022.324707
	Iteration 0F: 3 clusters Score -311080.3 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -311970.593750 Penalty: 4022.324707
	Iteration 1F: 3 clusters Score -311970.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -312349.656250 Penalty: 4022.324707
	Iteration 2F: 3 clusters Score -312349.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -312625.718750 Penalty: 4022.324707
	Iteration 3F: 3 clusters Score -312625.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -312828.125000 Penalty: 4022.324707
	Iteration 4F: 3 clusters Score -312828.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -312963.968750 Penalty: 4022.324707
	Iteration 5Q: 3 clusters Score -312964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -313075.281250 Penalty: 4022.324707
	Iteration 6Q: 3 clusters Score -313075.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -313177.718750 Penalty: 4022.324707
	Iteration 7Q: 3 clusters Score -313177.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -313252.843750 Penalty: 4022.324707
	Iteration 8Q: 3 clusters Score -313252.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -313304.656250 Penalty: 4022.324707
	Iteration 9Q: 3 clusters Score -313304.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -313340.500000 Penalty: 4022.324707
	Iteration 10Q: 3 clusters Score -313340.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -313354.875000 Penalty: 4022.324707
	Iteration 11Q: 3 clusters Score -313354.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -313373.156250 Penalty: 4022.324707
	Iteration 12Q: 3 clusters Score -313373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -313398.312500 Penalty: 4022.324707
	Iteration 13Q: 3 clusters Score -313398.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -313421.468750 Penalty: 4022.324707
	Iteration 14Q: 3 clusters Score -313421.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -313443.937500 Penalty: 4022.324707
	Iteration 15Q: 3 clusters Score -313443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -313466.562500 Penalty: 4022.324707
	Iteration 16Q: 3 clusters Score -313466.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -313486.812500 Penalty: 4022.324707
	Iteration 17Q: 3 clusters Score -313486.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -313508.093750 Penalty: 4022.324707
	Iteration 18Q: 3 clusters Score -313508.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -313531.031250 Penalty: 4022.324707
	Iteration 19Q: 3 clusters Score -313531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313550.187500 Penalty: 4022.324707
	Iteration 20F: 3 clusters Score -313550.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -313570.156250 Penalty: 4022.324707
	Iteration 21Q: 3 clusters Score -313570.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -313587.343750 Penalty: 4022.324707
	Iteration 22Q: 3 clusters Score -313587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -313603.437500 Penalty: 4022.324707
	Iteration 23Q: 3 clusters Score -313603.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -313612.937500 Penalty: 4022.324707
	Iteration 24Q: 3 clusters Score -313612.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -313620.375000 Penalty: 4022.324707
	Iteration 25Q: 3 clusters Score -313620.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -313627.531250 Penalty: 4022.324707
	Iteration 26Q: 3 clusters Score -313627.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -313637.031250 Penalty: 4022.324707
	Iteration 27Q: 3 clusters Score -313637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -313646.125000 Penalty: 4022.324707
	Iteration 28Q: 3 clusters Score -313646.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -313653.031250 Penalty: 4022.324707
	Iteration 29Q: 3 clusters Score -313653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -313655.781250 Penalty: 4022.324707
	Iteration 30Q: 3 clusters Score -313655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -313657.000000 Penalty: 4022.324707
	Iteration 31Q: 3 clusters Score -313657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -313658.468750 Penalty: 4022.324707
	Iteration 32Q: 3 clusters Score -313658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -313659.218750 Penalty: 4022.324707
	Iteration 33Q: 3 clusters Score -313659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -313659.218750 Penalty: 4022.324707
	Iteration 34F: 3 clusters Score -313659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (27460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Entering Unmasked Estep 
Score: -3172780.750000 Penalty: 2534.680420
	Iteration 0F: 2 clusters Score -3172781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3153949.250000 Penalty: 5069.360840
	Iteration 0F: 3 clusters Score -3153949 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3160635.000000 Penalty: 5069.360840
	Iteration 1F: 3 clusters Score -3160635 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3161166.500000 Penalty: 5069.360840
	Iteration 2Q: 3 clusters Score -3161166 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3161827.500000 Penalty: 5069.360840
	Iteration 3F: 3 clusters Score -3161828 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3162657.750000 Penalty: 5069.360840
	Iteration 4F: 3 clusters Score -3162658 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3163700.250000 Penalty: 5069.360840
	Iteration 5F: 3 clusters Score -3163700 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3164941.750000 Penalty: 5069.360840
	Iteration 6F: 3 clusters Score -3164942 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3166162.750000 Penalty: 5069.360840
	Iteration 7F: 3 clusters Score -3166163 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3167279.500000 Penalty: 5069.360840
	Iteration 8F: 3 clusters Score -3167280 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3168274.500000 Penalty: 5069.360840
	Iteration 9Q: 3 clusters Score -3168274 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3169079.000000 Penalty: 5069.360840
	Iteration 10Q: 3 clusters Score -3169079 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3169634.750000 Penalty: 5069.360840
	Iteration 11Q: 3 clusters Score -3169635 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3170024.000000 Penalty: 5069.360840
	Iteration 12Q: 3 clusters Score -3170024 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3170261.250000 Penalty: 5069.360840
	Iteration 13Q: 3 clusters Score -3170261 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3170388.250000 Penalty: 5069.360840
	Iteration 14Q: 3 clusters Score -3170388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3170480.750000 Penalty: 5069.360840
	Iteration 15Q: 3 clusters Score -3170481 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3170546.000000 Penalty: 5069.360840
	Iteration 16Q: 3 clusters Score -3170546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3170591.750000 Penalty: 5069.360840
	Iteration 17Q: 3 clusters Score -3170592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3170642.500000 Penalty: 5069.360840
	Iteration 18Q: 3 clusters Score -3170642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3170678.750000 Penalty: 5069.360840
	Iteration 19Q: 3 clusters Score -3170679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3170713.250000 Penalty: 5069.360840
	Iteration 20F: 3 clusters Score -3170713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3170733.250000 Penalty: 5069.360840
	Iteration 21Q: 3 clusters Score -3170733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3170758.250000 Penalty: 5069.360840
	Iteration 22Q: 3 clusters Score -3170758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3170779.500000 Penalty: 5069.360840
	Iteration 23Q: 3 clusters Score -3170780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3170796.750000 Penalty: 5069.360840
	Iteration 24Q: 3 clusters Score -3170797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3170799.500000 Penalty: 5069.360840
	Iteration 25Q: 3 clusters Score -3170800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3170804.000000 Penalty: 5069.360840
	Iteration 26Q: 3 clusters Score -3170804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3170810.500000 Penalty: 5069.360840
	Iteration 27Q: 3 clusters Score -3170810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3170814.750000 Penalty: 5069.360840
	Iteration 28Q: 3 clusters Score -3170815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3170819.750000 Penalty: 5069.360840
	Iteration 29Q: 3 clusters Score -3170820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3170828.000000 Penalty: 5069.360840
	Iteration 30Q: 3 clusters Score -3170828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3170833.250000 Penalty: 5069.360840
	Iteration 31Q: 3 clusters Score -3170833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3170841.750000 Penalty: 5069.360840
	Iteration 32Q: 3 clusters Score -3170842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3170843.250000 Penalty: 5069.360840
	Iteration 33Q: 3 clusters Score -3170843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3170838.500000 Penalty: 5069.360840
	Iteration 34Q: 3 clusters Score -3170838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3170843.000000 Penalty: 5069.360840
	Iteration 35Q: 3 clusters Score -3170843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3170843.000000 Penalty: 5069.360840
	Iteration 36Q: 3 clusters Score -3170843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3170846.500000 Penalty: 5069.360840
	Iteration 37Q: 3 clusters Score -3170846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3170849.250000 Penalty: 5069.360840
	Iteration 38Q: 3 clusters Score -3170849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3170852.750000 Penalty: 5069.360840
	Iteration 39Q: 3 clusters Score -3170853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3170856.000000 Penalty: 5069.360840
	Iteration 40F: 3 clusters Score -3170856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3170856.750000 Penalty: 5069.360840
	Iteration 41Q: 3 clusters Score -3170857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3170855.500000 Penalty: 5069.360840
	Iteration 42Q: 3 clusters Score -3170856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3170854.750000 Penalty: 5069.360840
	Iteration 43Q: 3 clusters Score -3170855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3170862.250000 Penalty: 5069.360840
	Iteration 44Q: 3 clusters Score -3170862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3170862.250000 Penalty: 5069.360840
	Iteration 45F: 3 clusters Score -3170862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Entering Unmasked Estep 
Score: -636781.625000 Penalty: 2145.106689
	Iteration 0F: 2 clusters Score -636781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -631836.437500 Penalty: 4290.213379
	Iteration 0F: 3 clusters Score -631836.4 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -633065.562500 Penalty: 4290.213379
	Iteration 1F: 3 clusters Score -633065.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -633319.187500 Penalty: 4290.213379
	Iteration 2F: 3 clusters Score -633319.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -633536.812500 Penalty: 4290.213379
	Iteration 3F: 3 clusters Score -633536.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -633755.500000 Penalty: 4290.213379
	Iteration 4F: 3 clusters Score -633755.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -633973.937500 Penalty: 4290.213379
	Iteration 5F: 3 clusters Score -633973.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -634170.187500 Penalty: 4290.213379
	Iteration 6F: 3 clusters Score -634170.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -634356.750000 Penalty: 4290.213379
	Iteration 7Q: 3 clusters Score -634356.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -634522.062500 Penalty: 4290.213379
	Iteration 8Q: 3 clusters Score -634522.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -634675.437500 Penalty: 4290.213379
	Iteration 9Q: 3 clusters Score -634675.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -634788.750000 Penalty: 4290.213379
	Iteration 10Q: 3 clusters Score -634788.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -634881.250000 Penalty: 4290.213379
	Iteration 11Q: 3 clusters Score -634881.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -634954.250000 Penalty: 4290.213379
	Iteration 12Q: 3 clusters Score -634954.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -635016.312500 Penalty: 4290.213379
	Iteration 13Q: 3 clusters Score -635016.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -635073.500000 Penalty: 4290.213379
	Iteration 14Q: 3 clusters Score -635073.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -635130.625000 Penalty: 4290.213379
	Iteration 15Q: 3 clusters Score -635130.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -635186.625000 Penalty: 4290.213379
	Iteration 16Q: 3 clusters Score -635186.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -635226.812500 Penalty: 4290.213379
	Iteration 17Q: 3 clusters Score -635226.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -635272.500000 Penalty: 4290.213379
	Iteration 18Q: 3 clusters Score -635272.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -635316.875000 Penalty: 4290.213379
	Iteration 19Q: 3 clusters Score -635316.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -635372.500000 Penalty: 4290.213379
	Iteration 20F: 3 clusters Score -635372.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -635408.062500 Penalty: 4290.213379
	Iteration 21Q: 3 clusters Score -635408.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -635447.062500 Penalty: 4290.213379
	Iteration 22Q: 3 clusters Score -635447.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -635472.875000 Penalty: 4290.213379
	Iteration 23Q: 3 clusters Score -635472.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -635494.250000 Penalty: 4290.213379
	Iteration 24Q: 3 clusters Score -635494.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -635507.812500 Penalty: 4290.213379
	Iteration 25Q: 3 clusters Score -635507.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -635513.312500 Penalty: 4290.213379
	Iteration 26Q: 3 clusters Score -635513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -635518.687500 Penalty: 4290.213379
	Iteration 27Q: 3 clusters Score -635518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -635524.250000 Penalty: 4290.213379
	Iteration 28Q: 3 clusters Score -635524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -635529.562500 Penalty: 4290.213379
	Iteration 29Q: 3 clusters Score -635529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -635530.625000 Penalty: 4290.213379
	Iteration 30Q: 3 clusters Score -635530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -635533.000000 Penalty: 4290.213379
	Iteration 31Q: 3 clusters Score -635533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -635533.937500 Penalty: 4290.213379
	Iteration 32Q: 3 clusters Score -635533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -635533.750000 Penalty: 4290.213379
	Iteration 33Q: 3 clusters Score -635533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -635532.812500 Penalty: 4290.213379
	Iteration 34Q: 3 clusters Score -635532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -635534.375000 Penalty: 4290.213379
	Iteration 35Q: 3 clusters Score -635534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -635535.187500 Penalty: 4290.213379
	Iteration 36Q: 3 clusters Score -635535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -635535.375000 Penalty: 4290.213379
	Iteration 37Q: 3 clusters Score -635535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -635535.687500 Penalty: 4290.213379
	Iteration 38Q: 3 clusters Score -635535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -635536.187500 Penalty: 4290.213379
	Iteration 39Q: 3 clusters Score -635536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -635536.187500 Penalty: 4290.213379
	Iteration 40F: 3 clusters Score -635536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -541340.250000 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -541340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -536909.500000 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -536909.5 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -537885.687500 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -537885.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -538095.937500 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -538095.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -538250.625000 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -538250.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -538359.375000 Penalty: 4205.209473
	Iteration 4Q: 3 clusters Score -538359.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -538433.937500 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -538433.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -538488.312500 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -538488.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -538520.250000 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -538520.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -538538.125000 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -538538.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -538554.437500 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -538554.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -538562.062500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -538562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -538568.437500 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -538568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -538570.687500 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -538570.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -538574.187500 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -538574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -538575.812500 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -538575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -538579.375000 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -538579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -538581.125000 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -538581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -538583.062500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -538583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -538583.437500 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -538583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -538586.000000 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -538586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -538588.000000 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -538588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -538591.500000 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -538591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -538591.500000 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -538591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -538592.625000 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -538592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -538593.812500 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -538593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -538594.937500 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -538594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -538596.562500 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -538596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -538596.562500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -538596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -538599.062500 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -538599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -538603.937500 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -538603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -538606.875000 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -538606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -538608.125000 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -538608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -538610.750000 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -538610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -538614.687500 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -538614.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -538619.875000 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -538619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -538625.250000 Penalty: 4205.209473
	Iteration 35Q: 3 clusters Score -538625.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -538630.562500 Penalty: 4205.209473
	Iteration 36Q: 3 clusters Score -538630.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -538632.250000 Penalty: 4205.209473
	Iteration 37Q: 3 clusters Score -538632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -538634.250000 Penalty: 4205.209473
	Iteration 38Q: 3 clusters Score -538634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -538641.625000 Penalty: 4205.209473
	Iteration 39Q: 3 clusters Score -538641.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -538646.562500 Penalty: 4205.209473
	Iteration 40F: 3 clusters Score -538646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -538656.625000 Penalty: 4205.209473
	Iteration 41Q: 3 clusters Score -538656.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -538664.250000 Penalty: 4205.209473
	Iteration 42Q: 3 clusters Score -538664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -538672.187500 Penalty: 4205.209473
	Iteration 43Q: 3 clusters Score -538672.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -538678.000000 Penalty: 4205.209473
	Iteration 44Q: 3 clusters Score -538678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -538685.062500 Penalty: 4205.209473
	Iteration 45Q: 3 clusters Score -538685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -538690.125000 Penalty: 4205.209473
	Iteration 46Q: 3 clusters Score -538690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -538694.562500 Penalty: 4205.209473
	Iteration 47Q: 3 clusters Score -538694.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -538698.375000 Penalty: 4205.209473
	Iteration 48Q: 3 clusters Score -538698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -538699.937500 Penalty: 4205.209473
	Iteration 49Q: 3 clusters Score -538699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -538701.562500 Penalty: 4205.209473
	Iteration 50Q: 3 clusters Score -538701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -538702.375000 Penalty: 4205.209473
	Iteration 51Q: 3 clusters Score -538702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -538704.625000 Penalty: 4205.209473
	Iteration 52Q: 3 clusters Score -538704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -538708.375000 Penalty: 4205.209473
	Iteration 53Q: 3 clusters Score -538708.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -538710.000000 Penalty: 4205.209473
	Iteration 54Q: 3 clusters Score -538710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -538712.875000 Penalty: 4205.209473
	Iteration 55Q: 3 clusters Score -538712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -538713.500000 Penalty: 4205.209473
	Iteration 56Q: 3 clusters Score -538713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -538715.187500 Penalty: 4205.209473
	Iteration 57Q: 3 clusters Score -538715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -538715.687500 Penalty: 4205.209473
	Iteration 58Q: 3 clusters Score -538715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -538716.125000 Penalty: 4205.209473
	Iteration 59Q: 3 clusters Score -538716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -538716.625000 Penalty: 4205.209473
	Iteration 60F: 3 clusters Score -538716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -538716.750000 Penalty: 4205.209473
	Iteration 61Q: 3 clusters Score -538716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -538716.750000 Penalty: 4205.209473
	Iteration 62F: 3 clusters Score -538716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Entering Unmasked Estep 
Score: -616942.875000 Penalty: 2153.059082
	Iteration 0F: 2 clusters Score -616942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -611784.062500 Penalty: 4306.118164
	Iteration 0F: 3 clusters Score -611784.1 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -613192.375000 Penalty: 4306.118164
	Iteration 1F: 3 clusters Score -613192.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -613569.312500 Penalty: 4306.118164
	Iteration 2F: 3 clusters Score -613569.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -613889.312500 Penalty: 4306.118164
	Iteration 3F: 3 clusters Score -613889.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -614154.437500 Penalty: 4306.118164
	Iteration 4F: 3 clusters Score -614154.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -614373.687500 Penalty: 4306.118164
	Iteration 5Q: 3 clusters Score -614373.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -614588.875000 Penalty: 4306.118164
	Iteration 6Q: 3 clusters Score -614588.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -614782.937500 Penalty: 4306.118164
	Iteration 7Q: 3 clusters Score -614782.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -614966.937500 Penalty: 4306.118164
	Iteration 8Q: 3 clusters Score -614966.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -615131.750000 Penalty: 4306.118164
	Iteration 9Q: 3 clusters Score -615131.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -615256.187500 Penalty: 4306.118164
	Iteration 10Q: 3 clusters Score -615256.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -615348.250000 Penalty: 4306.118164
	Iteration 11Q: 3 clusters Score -615348.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -615435.625000 Penalty: 4306.118164
	Iteration 12Q: 3 clusters Score -615435.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -615501.437500 Penalty: 4306.118164
	Iteration 13Q: 3 clusters Score -615501.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -615559.125000 Penalty: 4306.118164
	Iteration 14Q: 3 clusters Score -615559.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -615608.250000 Penalty: 4306.118164
	Iteration 15Q: 3 clusters Score -615608.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -615648.187500 Penalty: 4306.118164
	Iteration 16Q: 3 clusters Score -615648.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -615684.750000 Penalty: 4306.118164
	Iteration 17Q: 3 clusters Score -615684.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -615716.250000 Penalty: 4306.118164
	Iteration 18Q: 3 clusters Score -615716.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -615748.500000 Penalty: 4306.118164
	Iteration 19Q: 3 clusters Score -615748.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -615780.125000 Penalty: 4306.118164
	Iteration 20F: 3 clusters Score -615780.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -615801.437500 Penalty: 4306.118164
	Iteration 21Q: 3 clusters Score -615801.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -615826.687500 Penalty: 4306.118164
	Iteration 22Q: 3 clusters Score -615826.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -615841.750000 Penalty: 4306.118164
	Iteration 23Q: 3 clusters Score -615841.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -615863.562500 Penalty: 4306.118164
	Iteration 24Q: 3 clusters Score -615863.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -615890.500000 Penalty: 4306.118164
	Iteration 25Q: 3 clusters Score -615890.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -615911.812500 Penalty: 4306.118164
	Iteration 26Q: 3 clusters Score -615911.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -615934.312500 Penalty: 4306.118164
	Iteration 27Q: 3 clusters Score -615934.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -615956.437500 Penalty: 4306.118164
	Iteration 28Q: 3 clusters Score -615956.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -615977.250000 Penalty: 4306.118164
	Iteration 29Q: 3 clusters Score -615977.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -615997.062500 Penalty: 4306.118164
	Iteration 30Q: 3 clusters Score -615997.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -616018.250000 Penalty: 4306.118164
	Iteration 31Q: 3 clusters Score -616018.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -616042.375000 Penalty: 4306.118164
	Iteration 32Q: 3 clusters Score -616042.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -616069.937500 Penalty: 4306.118164
	Iteration 33Q: 3 clusters Score -616069.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -616098.812500 Penalty: 4306.118164
	Iteration 34Q: 3 clusters Score -616098.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -616124.937500 Penalty: 4306.118164
	Iteration 35Q: 3 clusters Score -616124.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -616151.250000 Penalty: 4306.118164
	Iteration 36Q: 3 clusters Score -616151.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -616173.000000 Penalty: 4306.118164
	Iteration 37Q: 3 clusters Score -616173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -616190.625000 Penalty: 4306.118164
	Iteration 38Q: 3 clusters Score -616190.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -616206.562500 Penalty: 4306.118164
	Iteration 39Q: 3 clusters Score -616206.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -616216.687500 Penalty: 4306.118164
	Iteration 40F: 3 clusters Score -616216.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -616226.750000 Penalty: 4306.118164
	Iteration 41Q: 3 clusters Score -616226.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -616235.875000 Penalty: 4306.118164
	Iteration 42Q: 3 clusters Score -616235.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -616239.875000 Penalty: 4306.118164
	Iteration 43Q: 3 clusters Score -616239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -616246.312500 Penalty: 4306.118164
	Iteration 44Q: 3 clusters Score -616246.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -616251.250000 Penalty: 4306.118164
	Iteration 45Q: 3 clusters Score -616251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -616256.125000 Penalty: 4306.118164
	Iteration 46Q: 3 clusters Score -616256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -616260.062500 Penalty: 4306.118164
	Iteration 47Q: 3 clusters Score -616260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -616263.562500 Penalty: 4306.118164
	Iteration 48Q: 3 clusters Score -616263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -616265.437500 Penalty: 4306.118164
	Iteration 49Q: 3 clusters Score -616265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -616266.312500 Penalty: 4306.118164
	Iteration 50Q: 3 clusters Score -616266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -616266.500000 Penalty: 4306.118164
	Iteration 51Q: 3 clusters Score -616266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -616266.500000 Penalty: 4306.118164
	Iteration 52F: 3 clusters Score -616266.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -79975.742188 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -79975.74 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 381 members 
Entering Unmasked Estep 
Score: -78222.429688 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -78222.43 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78584.093750 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -78584.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78806.976562 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -78806.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78888.429688 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -78888.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78954.937500 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -78954.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78998.328125 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -78998.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79039.429688 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -79039.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79092.562500 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -79092.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79143.179688 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -79143.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79174.492188 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -79174.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79218.421875 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -79218.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79283.851562 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -79283.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79390.835938 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -79390.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79447.890625 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -79447.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79467.593750 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -79467.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79478.007812 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -79478.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -79481.789062 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -79481.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79487.671875 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -79487.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79493.648438 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -79493.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79494.890625 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -79494.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79498.250000 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -79498.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79498.937500 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -79498.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79498.937500 Penalty: 3285.536377
	Iteration 22F: 3 clusters Score -79498.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -205339.531250 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -205339.5 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 941 members 
Entering Unmasked Estep 
Score: -202805.031250 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -202805 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203260.984375 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -203261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203395.953125 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -203396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -203454.296875 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -203454.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203481.343750 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -203481.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -203500.328125 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -203500.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203522.421875 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -203522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203536.546875 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -203536.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -203548.750000 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -203548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -203556.218750 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -203556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203560.687500 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -203560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -203563.187500 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -203563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203565.343750 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -203565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -203566.968750 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -203567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203567.343750 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -203567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203567.343750 Penalty: 3728.959717
	Iteration 15F: 3 clusters Score -203567.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (29898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Entering Unmasked Estep 
Score: -3479606.000000 Penalty: 2555.775635
	Iteration 0F: 2 clusters Score -3479606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3459230.500000 Penalty: 5111.551270
	Iteration 0F: 3 clusters Score -3459230 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3466444.000000 Penalty: 5111.551270
	Iteration 1F: 3 clusters Score -3466444 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3466807.250000 Penalty: 5111.551270
	Iteration 2Q: 3 clusters Score -3466807 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3467139.500000 Penalty: 5111.551270
	Iteration 3Q: 3 clusters Score -3467140 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3467526.750000 Penalty: 5111.551270
	Iteration 4Q: 3 clusters Score -3467527 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3468014.000000 Penalty: 5111.551270
	Iteration 5Q: 3 clusters Score -3468014 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3468714.750000 Penalty: 5111.551270
	Iteration 6Q: 3 clusters Score -3468715 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3469692.500000 Penalty: 5111.551270
	Iteration 7F: 3 clusters Score -3469692 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3471044.250000 Penalty: 5111.551270
	Iteration 8F: 3 clusters Score -3471044 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3472803.750000 Penalty: 5111.551270
	Iteration 9F: 3 clusters Score -3472804 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3474548.750000 Penalty: 5111.551270
	Iteration 10F: 3 clusters Score -3474549 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3475792.000000 Penalty: 5111.551270
	Iteration 11Q: 3 clusters Score -3475792 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3476512.750000 Penalty: 5111.551270
	Iteration 12Q: 3 clusters Score -3476513 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3476913.250000 Penalty: 5111.551270
	Iteration 13Q: 3 clusters Score -3476913 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3477096.000000 Penalty: 5111.551270
	Iteration 14Q: 3 clusters Score -3477096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3477207.250000 Penalty: 5111.551270
	Iteration 15Q: 3 clusters Score -3477207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3477258.500000 Penalty: 5111.551270
	Iteration 16Q: 3 clusters Score -3477258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3477298.000000 Penalty: 5111.551270
	Iteration 17Q: 3 clusters Score -3477298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3477325.000000 Penalty: 5111.551270
	Iteration 18Q: 3 clusters Score -3477325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3477335.000000 Penalty: 5111.551270
	Iteration 19Q: 3 clusters Score -3477335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3477342.250000 Penalty: 5111.551270
	Iteration 20F: 3 clusters Score -3477342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3477345.250000 Penalty: 5111.551270
	Iteration 21Q: 3 clusters Score -3477345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3477348.250000 Penalty: 5111.551270
	Iteration 22Q: 3 clusters Score -3477348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3477353.500000 Penalty: 5111.551270
	Iteration 23Q: 3 clusters Score -3477354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3477360.750000 Penalty: 5111.551270
	Iteration 24Q: 3 clusters Score -3477361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3477365.500000 Penalty: 5111.551270
	Iteration 25Q: 3 clusters Score -3477366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3477365.250000 Penalty: 5111.551270
	Iteration 26Q: 3 clusters Score -3477365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3477368.250000 Penalty: 5111.551270
	Iteration 27Q: 3 clusters Score -3477368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3477369.500000 Penalty: 5111.551270
	Iteration 28Q: 3 clusters Score -3477370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3477369.500000 Penalty: 5111.551270
	Iteration 29F: 3 clusters Score -3477370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (13172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Entering Unmasked Estep 
Score: -1503886.125000 Penalty: 2352.490479
	Iteration 0F: 2 clusters Score -1503886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1494180.000000 Penalty: 4704.980957
	Iteration 0F: 3 clusters Score -1494180 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1497097.875000 Penalty: 4704.980957
	Iteration 1F: 3 clusters Score -1497098 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1497421.500000 Penalty: 4704.980957
	Iteration 2F: 3 clusters Score -1497422 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1497683.875000 Penalty: 4704.980957
	Iteration 3Q: 3 clusters Score -1497684 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1497917.375000 Penalty: 4704.980957
	Iteration 4Q: 3 clusters Score -1497917 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1498177.625000 Penalty: 4704.980957
	Iteration 5Q: 3 clusters Score -1498178 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1498444.000000 Penalty: 4704.980957
	Iteration 6Q: 3 clusters Score -1498444 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1498692.125000 Penalty: 4704.980957
	Iteration 7Q: 3 clusters Score -1498692 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1498910.625000 Penalty: 4704.980957
	Iteration 8Q: 3 clusters Score -1498911 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1499155.250000 Penalty: 4704.980957
	Iteration 9Q: 3 clusters Score -1499155 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1499425.375000 Penalty: 4704.980957
	Iteration 10Q: 3 clusters Score -1499425 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1499730.000000 Penalty: 4704.980957
	Iteration 11Q: 3 clusters Score -1499730 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1500052.375000 Penalty: 4704.980957
	Iteration 12Q: 3 clusters Score -1500052 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1500430.375000 Penalty: 4704.980957
	Iteration 13Q: 3 clusters Score -1500430 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1500890.500000 Penalty: 4704.980957
	Iteration 14Q: 3 clusters Score -1500890 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1501397.500000 Penalty: 4704.980957
	Iteration 15Q: 3 clusters Score -1501398 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1501869.375000 Penalty: 4704.980957
	Iteration 16Q: 3 clusters Score -1501869 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1502161.875000 Penalty: 4704.980957
	Iteration 17Q: 3 clusters Score -1502162 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1502317.250000 Penalty: 4704.980957
	Iteration 18Q: 3 clusters Score -1502317 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1502386.500000 Penalty: 4704.980957
	Iteration 19Q: 3 clusters Score -1502386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1502414.875000 Penalty: 4704.980957
	Iteration 20F: 3 clusters Score -1502415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1502434.125000 Penalty: 4704.980957
	Iteration 21Q: 3 clusters Score -1502434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1502448.500000 Penalty: 4704.980957
	Iteration 22Q: 3 clusters Score -1502448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1502448.875000 Penalty: 4704.980957
	Iteration 23Q: 3 clusters Score -1502449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1502452.250000 Penalty: 4704.980957
	Iteration 24Q: 3 clusters Score -1502452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1502461.250000 Penalty: 4704.980957
	Iteration 25Q: 3 clusters Score -1502461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1502458.500000 Penalty: 4704.980957
	Iteration 26Q: 3 clusters Score -1502458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1502462.000000 Penalty: 4704.980957
	Iteration 27Q: 3 clusters Score -1502462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1502464.000000 Penalty: 4704.980957
	Iteration 28Q: 3 clusters Score -1502464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1502466.125000 Penalty: 4704.980957
	Iteration 29Q: 3 clusters Score -1502466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1502465.375000 Penalty: 4704.980957
	Iteration 30Q: 3 clusters Score -1502465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1502464.125000 Penalty: 4704.980957
	Iteration 31Q: 3 clusters Score -1502464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1502467.125000 Penalty: 4704.980957
	Iteration 32Q: 3 clusters Score -1502467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1502463.625000 Penalty: 4704.980957
	Iteration 33Q: 3 clusters Score -1502464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1502464.000000 Penalty: 4704.980957
	Iteration 34Q: 3 clusters Score -1502464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1502465.375000 Penalty: 4704.980957
	Iteration 35Q: 3 clusters Score -1502465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1502465.500000 Penalty: 4704.980957
	Iteration 36Q: 3 clusters Score -1502466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1502466.750000 Penalty: 4704.980957
	Iteration 37Q: 3 clusters Score -1502467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1502465.625000 Penalty: 4704.980957
	Iteration 38Q: 3 clusters Score -1502466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1502468.750000 Penalty: 4704.980957
	Iteration 39Q: 3 clusters Score -1502469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1502468.750000 Penalty: 4704.980957
	Iteration 40F: 3 clusters Score -1502469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -239207.828125 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -239207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -236009.750000 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -236009.8 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -237294.296875 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -237294.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -237854.500000 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -237854.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238218.578125 Penalty: 3986.300781
	Iteration 3F: 3 clusters Score -238218.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -238433.953125 Penalty: 3986.300781
	Iteration 4F: 3 clusters Score -238434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -238560.937500 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -238560.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -238636.281250 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -238636.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -238672.890625 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -238672.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -238691.750000 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -238691.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -238711.953125 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -238712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -238724.046875 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -238724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -238727.812500 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -238727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -238730.203125 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -238730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -238734.640625 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -238734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -238741.765625 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -238741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -238743.234375 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -238743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -238744.671875 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -238744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -238747.265625 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -238747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238747.875000 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -238747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238747.875000 Penalty: 3986.300781
	Iteration 19F: 3 clusters Score -238747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -499505.593750 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -499505.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -494697.750000 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -494697.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -496241.468750 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -496241.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -496766.562500 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -496766.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -497113.593750 Penalty: 4277.628906
	Iteration 3F: 3 clusters Score -497113.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -497336.500000 Penalty: 4277.628906
	Iteration 4F: 3 clusters Score -497336.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -497481.781250 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -497481.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -497595.906250 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -497595.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -497710.968750 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -497711 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -497805.656250 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -497805.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -497881.625000 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -497881.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -497935.968750 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -497936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -497977.156250 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -497977.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -498009.687500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -498009.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -498033.812500 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -498033.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -498057.000000 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -498057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -498072.593750 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -498072.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -498094.281250 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -498094.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -498119.093750 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -498119.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -498146.718750 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -498146.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -498175.875000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -498175.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -498199.906250 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -498199.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -498224.812500 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -498224.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -498244.750000 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -498244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -498263.906250 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -498263.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -498284.187500 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -498284.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -498304.937500 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -498304.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -498328.718750 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -498328.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -498356.562500 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -498356.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -498386.062500 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -498386.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -498413.687500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -498413.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -498437.468750 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -498437.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -498453.843750 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -498453.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -498464.031250 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -498464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -498473.875000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -498473.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -498486.125000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -498486.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -498492.750000 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -498492.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -498504.875000 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -498504.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -498515.187500 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -498515.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -498523.468750 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -498523.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -498529.718750 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -498529.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -498534.406250 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -498534.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -498538.937500 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -498538.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -498545.031250 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -498545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -498549.843750 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -498549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -498552.375000 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -498552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -498551.656250 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -498551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -498552.937500 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -498552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -498553.093750 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -498553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -498555.093750 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -498555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -498557.250000 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -498557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -498559.437500 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -498559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -498561.031250 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -498561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -498561.718750 Penalty: 4277.628906
	Iteration 52Q: 3 clusters Score -498561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -498562.875000 Penalty: 4277.628906
	Iteration 53Q: 3 clusters Score -498562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -498565.218750 Penalty: 4277.628906
	Iteration 54Q: 3 clusters Score -498565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -498566.156250 Penalty: 4277.628906
	Iteration 55Q: 3 clusters Score -498566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -498565.750000 Penalty: 4277.628906
	Iteration 56Q: 3 clusters Score -498565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -498565.750000 Penalty: 4277.628906
	Iteration 57F: 3 clusters Score -498565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (133291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133291 members 
Entering Unmasked Estep 
Score: -15464439.000000 Penalty: 2926.471924
	Iteration 0F: 2 clusters Score -1.546444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -15375285.000000 Penalty: 5852.943848
	Iteration 0F: 3 clusters Score -1.537528e+07 nChanged 63366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -15412034.000000 Penalty: 5852.943848
	Iteration 1F: 3 clusters Score -1.541203e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -15412934.000000 Penalty: 5852.943848
	Iteration 2Q: 3 clusters Score -1.541293e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -15414018.000000 Penalty: 5852.943848
	Iteration 3Q: 3 clusters Score -1.541402e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -15415210.000000 Penalty: 5852.943848
	Iteration 4Q: 3 clusters Score -1.541521e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -15416868.000000 Penalty: 5852.943848
	Iteration 5Q: 3 clusters Score -1.541687e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -15418728.000000 Penalty: 5852.943848
	Iteration 6Q: 3 clusters Score -1.541873e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -15421135.000000 Penalty: 5852.943848
	Iteration 7Q: 3 clusters Score -1.542114e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -15424181.000000 Penalty: 5852.943848
	Iteration 8Q: 3 clusters Score -1.542418e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -15427691.000000 Penalty: 5852.943848
	Iteration 9Q: 3 clusters Score -1.542769e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -15431537.000000 Penalty: 5852.943848
	Iteration 10F: 3 clusters Score -1.543154e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -15434927.000000 Penalty: 5852.943848
	Iteration 11Q: 3 clusters Score -1.543493e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -15437316.000000 Penalty: 5852.943848
	Iteration 12Q: 3 clusters Score -1.543732e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -15438596.000000 Penalty: 5852.943848
	Iteration 13Q: 3 clusters Score -1.54386e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -15439088.000000 Penalty: 5852.943848
	Iteration 14Q: 3 clusters Score -1.543909e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -15439347.000000 Penalty: 5852.943848
	Iteration 15Q: 3 clusters Score -1.543935e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -15439486.000000 Penalty: 5852.943848
	Iteration 16Q: 3 clusters Score -1.543949e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -15439575.000000 Penalty: 5852.943848
	Iteration 17Q: 3 clusters Score -1.543958e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -15439711.000000 Penalty: 5852.943848
	Iteration 18Q: 3 clusters Score -1.543971e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -15439896.000000 Penalty: 5852.943848
	Iteration 19Q: 3 clusters Score -1.54399e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -15440051.000000 Penalty: 5852.943848
	Iteration 20F: 3 clusters Score -1.544005e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -15440148.000000 Penalty: 5852.943848
	Iteration 21Q: 3 clusters Score -1.544015e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -15440323.000000 Penalty: 5852.943848
	Iteration 22Q: 3 clusters Score -1.544032e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -15440536.000000 Penalty: 5852.943848
	Iteration 23Q: 3 clusters Score -1.544054e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -15440722.000000 Penalty: 5852.943848
	Iteration 24Q: 3 clusters Score -1.544072e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -15440921.000000 Penalty: 5852.943848
	Iteration 25Q: 3 clusters Score -1.544092e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -15441083.000000 Penalty: 5852.943848
	Iteration 26Q: 3 clusters Score -1.544108e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -15441250.000000 Penalty: 5852.943848
	Iteration 27Q: 3 clusters Score -1.544125e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -15441453.000000 Penalty: 5852.943848
	Iteration 28Q: 3 clusters Score -1.544145e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -15441652.000000 Penalty: 5852.943848
	Iteration 29Q: 3 clusters Score -1.544165e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -15441766.000000 Penalty: 5852.943848
	Iteration 30Q: 3 clusters Score -1.544177e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -15441965.000000 Penalty: 5852.943848
	Iteration 31Q: 3 clusters Score -1.544196e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -15442225.000000 Penalty: 5852.943848
	Iteration 32Q: 3 clusters Score -1.544222e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -15442406.000000 Penalty: 5852.943848
	Iteration 33Q: 3 clusters Score -1.544241e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -15442645.000000 Penalty: 5852.943848
	Iteration 34Q: 3 clusters Score -1.544264e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -15442879.000000 Penalty: 5852.943848
	Iteration 35Q: 3 clusters Score -1.544288e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -15443144.000000 Penalty: 5852.943848
	Iteration 36Q: 3 clusters Score -1.544314e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -15443436.000000 Penalty: 5852.943848
	Iteration 37Q: 3 clusters Score -1.544344e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -15443891.000000 Penalty: 5852.943848
	Iteration 38Q: 3 clusters Score -1.544389e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 98673 members 
Entering Unmasked Estep 
Score: -15444292.000000 Penalty: 5852.943848
	Iteration 39Q: 3 clusters Score -1.544429e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -15444851.000000 Penalty: 5852.943848
	Iteration 40F: 3 clusters Score -1.544485e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -15445606.000000 Penalty: 5852.943848
	Iteration 41Q: 3 clusters Score -1.544561e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -15446378.000000 Penalty: 5852.943848
	Iteration 42Q: 3 clusters Score -1.544638e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -15447240.000000 Penalty: 5852.943848
	Iteration 43Q: 3 clusters Score -1.544724e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -15448432.000000 Penalty: 5852.943848
	Iteration 44Q: 3 clusters Score -1.544843e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -15449679.000000 Penalty: 5852.943848
	Iteration 45Q: 3 clusters Score -1.544968e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 116216 members 
Entering Unmasked Estep 
Score: -15451213.000000 Penalty: 5852.943848
	Iteration 46Q: 3 clusters Score -1.545121e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -15452884.000000 Penalty: 5852.943848
	Iteration 47Q: 3 clusters Score -1.545288e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 121811 members 
Entering Unmasked Estep 
Score: -15454601.000000 Penalty: 5852.943848
	Iteration 48Q: 3 clusters Score -1.54546e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 124377 members 
Entering Unmasked Estep 
Score: -15456405.000000 Penalty: 5852.943848
	Iteration 49Q: 3 clusters Score -1.54564e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 126560 members 
Entering Unmasked Estep 
Score: -15457996.000000 Penalty: 5852.943848
	Iteration 50Q: 3 clusters Score -1.5458e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 128285 members 
Entering Unmasked Estep 
Score: -15459203.000000 Penalty: 5852.943848
	Iteration 51Q: 3 clusters Score -1.54592e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -15460165.000000 Penalty: 5852.943848
	Iteration 52Q: 3 clusters Score -1.546016e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 130470 members 
Entering Unmasked Estep 
Score: -15460724.000000 Penalty: 5852.943848
	Iteration 53Q: 3 clusters Score -1.546072e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 131085 members 
Entering Unmasked Estep 
Score: -15461108.000000 Penalty: 5852.943848
	Iteration 54Q: 3 clusters Score -1.546111e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -15461412.000000 Penalty: 5852.943848
	Iteration 55Q: 3 clusters Score -1.546141e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -15461615.000000 Penalty: 5852.943848
	Iteration 56Q: 3 clusters Score -1.546162e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -15461781.000000 Penalty: 5852.943848
	Iteration 57Q: 3 clusters Score -1.546178e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 132103 members 
Entering Unmasked Estep 
Score: -15461918.000000 Penalty: 5852.943848
	Iteration 58Q: 3 clusters Score -1.546192e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -15461991.000000 Penalty: 5852.943848
	Iteration 59Q: 3 clusters Score -1.546199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 132247 members 
Entering Unmasked Estep 
Score: -15462054.000000 Penalty: 5852.943848
	Iteration 60F: 3 clusters Score -1.546205e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 132284 members 
Entering Unmasked Estep 
Score: -15462093.000000 Penalty: 5852.943848
	Iteration 61Q: 3 clusters Score -1.546209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -15462099.000000 Penalty: 5852.943848
	Iteration 62Q: 3 clusters Score -1.54621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -15462114.000000 Penalty: 5852.943848
	Iteration 63Q: 3 clusters Score -1.546211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -15462128.000000 Penalty: 5852.943848
	Iteration 64Q: 3 clusters Score -1.546213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -15462121.000000 Penalty: 5852.943848
	Iteration 65Q: 3 clusters Score -1.546212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 132364 members 
Entering Unmasked Estep 
Score: -15462117.000000 Penalty: 5852.943848
	Iteration 66Q: 3 clusters Score -1.546212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -15462148.000000 Penalty: 5852.943848
	Iteration 67Q: 3 clusters Score -1.546215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 132383 members 
Entering Unmasked Estep 
Score: -15462154.000000 Penalty: 5852.943848
	Iteration 68Q: 3 clusters Score -1.546215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 132388 members 
Entering Unmasked Estep 
Score: -15462149.000000 Penalty: 5852.943848
	Iteration 69Q: 3 clusters Score -1.546215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 132386 members 
Entering Unmasked Estep 
Score: -15462147.000000 Penalty: 5852.943848
	Iteration 70Q: 3 clusters Score -1.546215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 132388 members 
Entering Unmasked Estep 
Score: -15462142.000000 Penalty: 5852.943848
	Iteration 71Q: 3 clusters Score -1.546214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 132391 members 
Entering Unmasked Estep 
Score: -15462141.000000 Penalty: 5852.943848
	Iteration 72Q: 3 clusters Score -1.546214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -15462139.000000 Penalty: 5852.943848
	Iteration 73Q: 3 clusters Score -1.546214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -15462134.000000 Penalty: 5852.943848
	Iteration 74Q: 3 clusters Score -1.546213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -15462127.000000 Penalty: 5852.943848
	Iteration 75Q: 3 clusters Score -1.546213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -15462127.000000 Penalty: 5852.943848
	Iteration 76F: 3 clusters Score -1.546213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (13702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Entering Unmasked Estep 
Score: -1569128.000000 Penalty: 2362.273682
	Iteration 0F: 2 clusters Score -1569128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1559085.875000 Penalty: 4724.547363
	Iteration 0F: 3 clusters Score -1559086 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1562348.500000 Penalty: 4724.547363
	Iteration 1F: 3 clusters Score -1562348 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1562714.125000 Penalty: 4724.547363
	Iteration 2F: 3 clusters Score -1562714 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1563070.500000 Penalty: 4724.547363
	Iteration 3F: 3 clusters Score -1563070 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1563402.625000 Penalty: 4724.547363
	Iteration 4Q: 3 clusters Score -1563403 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1563747.875000 Penalty: 4724.547363
	Iteration 5Q: 3 clusters Score -1563748 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1564189.125000 Penalty: 4724.547363
	Iteration 6Q: 3 clusters Score -1564189 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1564768.750000 Penalty: 4724.547363
	Iteration 7F: 3 clusters Score -1564769 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1565469.250000 Penalty: 4724.547363
	Iteration 8F: 3 clusters Score -1565469 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1566153.875000 Penalty: 4724.547363
	Iteration 9F: 3 clusters Score -1566154 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1566975.250000 Penalty: 4724.547363
	Iteration 10Q: 3 clusters Score -1566975 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1567879.500000 Penalty: 4724.547363
	Iteration 11Q: 3 clusters Score -1567880 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1568793.625000 Penalty: 4724.547363
	Iteration 12Q: 3 clusters Score -1568794 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1569575.875000 Penalty: 4724.547363
	Iteration 13Q: 3 clusters Score -1569576 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1570124.250000 Penalty: 4724.547363
	Iteration 14Q: 3 clusters Score -1570124 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1570351.625000 Penalty: 4724.547363
	Iteration 15Q: 3 clusters Score -1570352 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1570436.125000 Penalty: 4724.547363
	Iteration 16Q: 3 clusters Score -1570436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1570455.375000 Penalty: 4724.547363
	Iteration 17Q: 3 clusters Score -1570455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1570466.250000 Penalty: 4724.547363
	Iteration 18Q: 3 clusters Score -1570466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1570463.375000 Penalty: 4724.547363
	Iteration 19Q: 3 clusters Score -1570463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1570479.750000 Penalty: 4724.547363
	Iteration 20F: 3 clusters Score -1570480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1570482.375000 Penalty: 4724.547363
	Iteration 21Q: 3 clusters Score -1570482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1570483.500000 Penalty: 4724.547363
	Iteration 22Q: 3 clusters Score -1570484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1570482.875000 Penalty: 4724.547363
	Iteration 23Q: 3 clusters Score -1570483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1570482.875000 Penalty: 4724.547363
	Iteration 24F: 3 clusters Score -1570483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 10328 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 6452 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Mstep: Class 106 contains 3374 members 
Entering Unmasked Estep 
Score: -212288368.000000 Penalty: 380867.500000
Splitting cluster 74 changes total score from -212289264.000000 to -212288368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -1229894.750000 Penalty: 2326.699707
	Iteration 0F: 2 clusters Score -1229895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1221024.125000 Penalty: 4653.399414
	Iteration 0F: 3 clusters Score -1221024 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1224177.625000 Penalty: 4653.399414
	Iteration 1F: 3 clusters Score -1224178 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1224851.500000 Penalty: 4653.399414
	Iteration 2F: 3 clusters Score -1224852 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1225397.500000 Penalty: 4653.399414
	Iteration 3F: 3 clusters Score -1225398 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1225878.500000 Penalty: 4653.399414
	Iteration 4F: 3 clusters Score -1225878 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1226276.875000 Penalty: 4653.399414
	Iteration 5F: 3 clusters Score -1226277 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1226641.000000 Penalty: 4653.399414
	Iteration 6Q: 3 clusters Score -1226641 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1226986.875000 Penalty: 4653.399414
	Iteration 7Q: 3 clusters Score -1226987 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1227304.625000 Penalty: 4653.399414
	Iteration 8Q: 3 clusters Score -1227305 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1227606.875000 Penalty: 4653.399414
	Iteration 9Q: 3 clusters Score -1227607 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1227873.625000 Penalty: 4653.399414
	Iteration 10Q: 3 clusters Score -1227874 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1228103.000000 Penalty: 4653.399414
	Iteration 11Q: 3 clusters Score -1228103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1228258.375000 Penalty: 4653.399414
	Iteration 12Q: 3 clusters Score -1228258 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1228388.500000 Penalty: 4653.399414
	Iteration 13Q: 3 clusters Score -1228388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1228488.375000 Penalty: 4653.399414
	Iteration 14Q: 3 clusters Score -1228488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1228580.875000 Penalty: 4653.399414
	Iteration 15Q: 3 clusters Score -1228581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1228641.750000 Penalty: 4653.399414
	Iteration 16Q: 3 clusters Score -1228642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1228709.125000 Penalty: 4653.399414
	Iteration 17Q: 3 clusters Score -1228709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1228751.875000 Penalty: 4653.399414
	Iteration 18Q: 3 clusters Score -1228752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1228782.750000 Penalty: 4653.399414
	Iteration 19Q: 3 clusters Score -1228783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1228805.750000 Penalty: 4653.399414
	Iteration 20F: 3 clusters Score -1228806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1228823.875000 Penalty: 4653.399414
	Iteration 21Q: 3 clusters Score -1228824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1228833.875000 Penalty: 4653.399414
	Iteration 22Q: 3 clusters Score -1228834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1228838.625000 Penalty: 4653.399414
	Iteration 23Q: 3 clusters Score -1228839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1228840.750000 Penalty: 4653.399414
	Iteration 24Q: 3 clusters Score -1228841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1228847.750000 Penalty: 4653.399414
	Iteration 25Q: 3 clusters Score -1228848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1228850.125000 Penalty: 4653.399414
	Iteration 26Q: 3 clusters Score -1228850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1228850.750000 Penalty: 4653.399414
	Iteration 27Q: 3 clusters Score -1228851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1228851.000000 Penalty: 4653.399414
	Iteration 28Q: 3 clusters Score -1228851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1228849.625000 Penalty: 4653.399414
	Iteration 29Q: 3 clusters Score -1228850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1228852.875000 Penalty: 4653.399414
	Iteration 30Q: 3 clusters Score -1228853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1228851.125000 Penalty: 4653.399414
	Iteration 31Q: 3 clusters Score -1228851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1228850.375000 Penalty: 4653.399414
	Iteration 32Q: 3 clusters Score -1228850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1228850.125000 Penalty: 4653.399414
	Iteration 33Q: 3 clusters Score -1228850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1228853.500000 Penalty: 4653.399414
	Iteration 34Q: 3 clusters Score -1228854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1228853.500000 Penalty: 4653.399414
	Iteration 35F: 3 clusters Score -1228854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (11181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Entering Unmasked Estep 
Score: -1262653.500000 Penalty: 2311.848877
	Iteration 0F: 2 clusters Score -1262654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1254270.000000 Penalty: 4623.697754
	Iteration 0F: 3 clusters Score -1254270 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1256818.500000 Penalty: 4623.697754
	Iteration 1F: 3 clusters Score -1256818 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1257171.875000 Penalty: 4623.697754
	Iteration 2F: 3 clusters Score -1257172 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1257440.250000 Penalty: 4623.697754
	Iteration 3F: 3 clusters Score -1257440 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1257651.375000 Penalty: 4623.697754
	Iteration 4Q: 3 clusters Score -1257651 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1257823.625000 Penalty: 4623.697754
	Iteration 5Q: 3 clusters Score -1257824 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1257982.750000 Penalty: 4623.697754
	Iteration 6Q: 3 clusters Score -1257983 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1258153.875000 Penalty: 4623.697754
	Iteration 7Q: 3 clusters Score -1258154 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1258328.250000 Penalty: 4623.697754
	Iteration 8Q: 3 clusters Score -1258328 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1258532.500000 Penalty: 4623.697754
	Iteration 9Q: 3 clusters Score -1258532 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1258811.750000 Penalty: 4623.697754
	Iteration 10Q: 3 clusters Score -1258812 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1259189.000000 Penalty: 4623.697754
	Iteration 11Q: 3 clusters Score -1259189 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1259669.375000 Penalty: 4623.697754
	Iteration 12Q: 3 clusters Score -1259669 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1260210.625000 Penalty: 4623.697754
	Iteration 13Q: 3 clusters Score -1260211 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1260769.250000 Penalty: 4623.697754
	Iteration 14Q: 3 clusters Score -1260769 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1261175.250000 Penalty: 4623.697754
	Iteration 15Q: 3 clusters Score -1261175 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1261420.250000 Penalty: 4623.697754
	Iteration 16Q: 3 clusters Score -1261420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1261551.500000 Penalty: 4623.697754
	Iteration 17Q: 3 clusters Score -1261552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1261641.500000 Penalty: 4623.697754
	Iteration 18Q: 3 clusters Score -1261642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1261695.875000 Penalty: 4623.697754
	Iteration 19Q: 3 clusters Score -1261696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1261733.000000 Penalty: 4623.697754
	Iteration 20F: 3 clusters Score -1261733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1261750.375000 Penalty: 4623.697754
	Iteration 21Q: 3 clusters Score -1261750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1261761.000000 Penalty: 4623.697754
	Iteration 22Q: 3 clusters Score -1261761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1261768.125000 Penalty: 4623.697754
	Iteration 23Q: 3 clusters Score -1261768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1261776.000000 Penalty: 4623.697754
	Iteration 24Q: 3 clusters Score -1261776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1261779.375000 Penalty: 4623.697754
	Iteration 25Q: 3 clusters Score -1261779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1261780.625000 Penalty: 4623.697754
	Iteration 26Q: 3 clusters Score -1261781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1261783.000000 Penalty: 4623.697754
	Iteration 27Q: 3 clusters Score -1261783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1261787.875000 Penalty: 4623.697754
	Iteration 28Q: 3 clusters Score -1261788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1261787.250000 Penalty: 4623.697754
	Iteration 29Q: 3 clusters Score -1261787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1261789.375000 Penalty: 4623.697754
	Iteration 30Q: 3 clusters Score -1261789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1261789.125000 Penalty: 4623.697754
	Iteration 31Q: 3 clusters Score -1261789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1261791.750000 Penalty: 4623.697754
	Iteration 32Q: 3 clusters Score -1261792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1261791.750000 Penalty: 4623.697754
	Iteration 33F: 3 clusters Score -1261792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -587535.500000 Penalty: 2159.496826
	Iteration 0F: 2 clusters Score -587535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -582321.187500 Penalty: 4318.993652
	Iteration 0F: 3 clusters Score -582321.2 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -583701.437500 Penalty: 4318.993652
	Iteration 1F: 3 clusters Score -583701.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -584064.812500 Penalty: 4318.993652
	Iteration 2F: 3 clusters Score -584064.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -584374.437500 Penalty: 4318.993652
	Iteration 3F: 3 clusters Score -584374.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -584672.437500 Penalty: 4318.993652
	Iteration 4F: 3 clusters Score -584672.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -584964.500000 Penalty: 4318.993652
	Iteration 5F: 3 clusters Score -584964.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -585205.562500 Penalty: 4318.993652
	Iteration 6Q: 3 clusters Score -585205.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -585402.250000 Penalty: 4318.993652
	Iteration 7Q: 3 clusters Score -585402.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -585569.562500 Penalty: 4318.993652
	Iteration 8Q: 3 clusters Score -585569.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -585707.312500 Penalty: 4318.993652
	Iteration 9Q: 3 clusters Score -585707.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -585816.187500 Penalty: 4318.993652
	Iteration 10Q: 3 clusters Score -585816.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -585911.812500 Penalty: 4318.993652
	Iteration 11Q: 3 clusters Score -585911.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -585988.125000 Penalty: 4318.993652
	Iteration 12Q: 3 clusters Score -585988.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -586055.687500 Penalty: 4318.993652
	Iteration 13Q: 3 clusters Score -586055.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -586120.500000 Penalty: 4318.993652
	Iteration 14Q: 3 clusters Score -586120.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -586182.687500 Penalty: 4318.993652
	Iteration 15Q: 3 clusters Score -586182.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -586226.500000 Penalty: 4318.993652
	Iteration 16Q: 3 clusters Score -586226.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -586261.187500 Penalty: 4318.993652
	Iteration 17Q: 3 clusters Score -586261.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -586285.437500 Penalty: 4318.993652
	Iteration 18Q: 3 clusters Score -586285.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -586302.500000 Penalty: 4318.993652
	Iteration 19Q: 3 clusters Score -586302.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -586313.875000 Penalty: 4318.993652
	Iteration 20F: 3 clusters Score -586313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -586320.812500 Penalty: 4318.993652
	Iteration 21Q: 3 clusters Score -586320.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -586328.312500 Penalty: 4318.993652
	Iteration 22Q: 3 clusters Score -586328.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -586334.187500 Penalty: 4318.993652
	Iteration 23Q: 3 clusters Score -586334.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -586339.187500 Penalty: 4318.993652
	Iteration 24Q: 3 clusters Score -586339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -586343.875000 Penalty: 4318.993652
	Iteration 25Q: 3 clusters Score -586343.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -586346.625000 Penalty: 4318.993652
	Iteration 26Q: 3 clusters Score -586346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -586348.500000 Penalty: 4318.993652
	Iteration 27Q: 3 clusters Score -586348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -586351.812500 Penalty: 4318.993652
	Iteration 28Q: 3 clusters Score -586351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -586357.000000 Penalty: 4318.993652
	Iteration 29Q: 3 clusters Score -586357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -586360.750000 Penalty: 4318.993652
	Iteration 30Q: 3 clusters Score -586360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -586364.312500 Penalty: 4318.993652
	Iteration 31Q: 3 clusters Score -586364.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -586367.625000 Penalty: 4318.993652
	Iteration 32Q: 3 clusters Score -586367.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -586371.375000 Penalty: 4318.993652
	Iteration 33Q: 3 clusters Score -586371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -586372.812500 Penalty: 4318.993652
	Iteration 34Q: 3 clusters Score -586372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -586373.687500 Penalty: 4318.993652
	Iteration 35Q: 3 clusters Score -586373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -586374.625000 Penalty: 4318.993652
	Iteration 36Q: 3 clusters Score -586374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -586376.687500 Penalty: 4318.993652
	Iteration 37Q: 3 clusters Score -586376.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -586379.812500 Penalty: 4318.993652
	Iteration 38Q: 3 clusters Score -586379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -586381.750000 Penalty: 4318.993652
	Iteration 39Q: 3 clusters Score -586381.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -586386.437500 Penalty: 4318.993652
	Iteration 40F: 3 clusters Score -586386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -586390.625000 Penalty: 4318.993652
	Iteration 41Q: 3 clusters Score -586390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -586396.625000 Penalty: 4318.993652
	Iteration 42Q: 3 clusters Score -586396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -586398.250000 Penalty: 4318.993652
	Iteration 43Q: 3 clusters Score -586398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -586400.062500 Penalty: 4318.993652
	Iteration 44Q: 3 clusters Score -586400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -586401.687500 Penalty: 4318.993652
	Iteration 45Q: 3 clusters Score -586401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -586403.750000 Penalty: 4318.993652
	Iteration 46Q: 3 clusters Score -586403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -586403.125000 Penalty: 4318.993652
	Iteration 47Q: 3 clusters Score -586403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -586402.312500 Penalty: 4318.993652
	Iteration 48Q: 3 clusters Score -586402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -586404.437500 Penalty: 4318.993652
	Iteration 49Q: 3 clusters Score -586404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -586405.062500 Penalty: 4318.993652
	Iteration 50Q: 3 clusters Score -586405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -586405.687500 Penalty: 4318.993652
	Iteration 51Q: 3 clusters Score -586405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -586404.437500 Penalty: 4318.993652
	Iteration 52Q: 3 clusters Score -586404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -586404.437500 Penalty: 4318.993652
	Iteration 53F: 3 clusters Score -586404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -1744581.500000 Penalty: 2389.079102
	Iteration 0F: 2 clusters Score -1744582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1733602.000000 Penalty: 4778.158203
	Iteration 0F: 3 clusters Score -1733602 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1737175.625000 Penalty: 4778.158203
	Iteration 1F: 3 clusters Score -1737176 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1737623.750000 Penalty: 4778.158203
	Iteration 2F: 3 clusters Score -1737624 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1738031.375000 Penalty: 4778.158203
	Iteration 3F: 3 clusters Score -1738031 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1738423.250000 Penalty: 4778.158203
	Iteration 4Q: 3 clusters Score -1738423 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1738861.750000 Penalty: 4778.158203
	Iteration 5Q: 3 clusters Score -1738862 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1739335.250000 Penalty: 4778.158203
	Iteration 6F: 3 clusters Score -1739335 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1739792.375000 Penalty: 4778.158203
	Iteration 7F: 3 clusters Score -1739792 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1740258.750000 Penalty: 4778.158203
	Iteration 8Q: 3 clusters Score -1740259 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1740684.750000 Penalty: 4778.158203
	Iteration 9Q: 3 clusters Score -1740685 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1741047.875000 Penalty: 4778.158203
	Iteration 10Q: 3 clusters Score -1741048 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1741299.750000 Penalty: 4778.158203
	Iteration 11Q: 3 clusters Score -1741300 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1741481.000000 Penalty: 4778.158203
	Iteration 12Q: 3 clusters Score -1741481 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1741613.125000 Penalty: 4778.158203
	Iteration 13Q: 3 clusters Score -1741613 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1741713.750000 Penalty: 4778.158203
	Iteration 14Q: 3 clusters Score -1741714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1741787.875000 Penalty: 4778.158203
	Iteration 15Q: 3 clusters Score -1741788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1741846.625000 Penalty: 4778.158203
	Iteration 16Q: 3 clusters Score -1741847 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1741876.875000 Penalty: 4778.158203
	Iteration 17Q: 3 clusters Score -1741877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1741911.875000 Penalty: 4778.158203
	Iteration 18Q: 3 clusters Score -1741912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1741929.500000 Penalty: 4778.158203
	Iteration 19Q: 3 clusters Score -1741930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1741935.375000 Penalty: 4778.158203
	Iteration 20F: 3 clusters Score -1741935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1741953.000000 Penalty: 4778.158203
	Iteration 21Q: 3 clusters Score -1741953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1741957.875000 Penalty: 4778.158203
	Iteration 22Q: 3 clusters Score -1741958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1741961.875000 Penalty: 4778.158203
	Iteration 23Q: 3 clusters Score -1741962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1741976.625000 Penalty: 4778.158203
	Iteration 24Q: 3 clusters Score -1741977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1741993.000000 Penalty: 4778.158203
	Iteration 25Q: 3 clusters Score -1741993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1741993.500000 Penalty: 4778.158203
	Iteration 26Q: 3 clusters Score -1741994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1742002.000000 Penalty: 4778.158203
	Iteration 27Q: 3 clusters Score -1742002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1742014.750000 Penalty: 4778.158203
	Iteration 28Q: 3 clusters Score -1742015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1742024.500000 Penalty: 4778.158203
	Iteration 29Q: 3 clusters Score -1742024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1742031.625000 Penalty: 4778.158203
	Iteration 30Q: 3 clusters Score -1742032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1742037.625000 Penalty: 4778.158203
	Iteration 31Q: 3 clusters Score -1742038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1742048.000000 Penalty: 4778.158203
	Iteration 32Q: 3 clusters Score -1742048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1742057.375000 Penalty: 4778.158203
	Iteration 33Q: 3 clusters Score -1742057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1742070.750000 Penalty: 4778.158203
	Iteration 34Q: 3 clusters Score -1742071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1742084.000000 Penalty: 4778.158203
	Iteration 35Q: 3 clusters Score -1742084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1742093.875000 Penalty: 4778.158203
	Iteration 36Q: 3 clusters Score -1742094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1742110.500000 Penalty: 4778.158203
	Iteration 37Q: 3 clusters Score -1742110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1742122.000000 Penalty: 4778.158203
	Iteration 38Q: 3 clusters Score -1742122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1742141.625000 Penalty: 4778.158203
	Iteration 39Q: 3 clusters Score -1742142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1742151.750000 Penalty: 4778.158203
	Iteration 40F: 3 clusters Score -1742152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1742164.500000 Penalty: 4778.158203
	Iteration 41Q: 3 clusters Score -1742164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1742174.125000 Penalty: 4778.158203
	Iteration 42Q: 3 clusters Score -1742174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1742176.125000 Penalty: 4778.158203
	Iteration 43Q: 3 clusters Score -1742176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1742181.750000 Penalty: 4778.158203
	Iteration 44Q: 3 clusters Score -1742182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1742192.375000 Penalty: 4778.158203
	Iteration 45Q: 3 clusters Score -1742192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1742199.625000 Penalty: 4778.158203
	Iteration 46Q: 3 clusters Score -1742200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1742205.375000 Penalty: 4778.158203
	Iteration 47Q: 3 clusters Score -1742205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1742209.375000 Penalty: 4778.158203
	Iteration 48Q: 3 clusters Score -1742209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1742212.500000 Penalty: 4778.158203
	Iteration 49Q: 3 clusters Score -1742212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1742224.250000 Penalty: 4778.158203
	Iteration 50Q: 3 clusters Score -1742224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1742243.375000 Penalty: 4778.158203
	Iteration 51Q: 3 clusters Score -1742243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1742258.250000 Penalty: 4778.158203
	Iteration 52Q: 3 clusters Score -1742258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1742261.250000 Penalty: 4778.158203
	Iteration 53Q: 3 clusters Score -1742261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1742267.500000 Penalty: 4778.158203
	Iteration 54Q: 3 clusters Score -1742268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1742280.125000 Penalty: 4778.158203
	Iteration 55Q: 3 clusters Score -1742280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1742288.500000 Penalty: 4778.158203
	Iteration 56Q: 3 clusters Score -1742288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1742307.875000 Penalty: 4778.158203
	Iteration 57Q: 3 clusters Score -1742308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1742319.875000 Penalty: 4778.158203
	Iteration 58Q: 3 clusters Score -1742320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1742335.500000 Penalty: 4778.158203
	Iteration 59Q: 3 clusters Score -1742336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1742353.875000 Penalty: 4778.158203
	Iteration 60F: 3 clusters Score -1742354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1742365.625000 Penalty: 4778.158203
	Iteration 61Q: 3 clusters Score -1742366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1742382.250000 Penalty: 4778.158203
	Iteration 62Q: 3 clusters Score -1742382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1742405.750000 Penalty: 4778.158203
	Iteration 63Q: 3 clusters Score -1742406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1742416.375000 Penalty: 4778.158203
	Iteration 64Q: 3 clusters Score -1742416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1742427.875000 Penalty: 4778.158203
	Iteration 65Q: 3 clusters Score -1742428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1742442.125000 Penalty: 4778.158203
	Iteration 66Q: 3 clusters Score -1742442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1742460.375000 Penalty: 4778.158203
	Iteration 67Q: 3 clusters Score -1742460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1742478.875000 Penalty: 4778.158203
	Iteration 68Q: 3 clusters Score -1742479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1742496.250000 Penalty: 4778.158203
	Iteration 69Q: 3 clusters Score -1742496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1742515.750000 Penalty: 4778.158203
	Iteration 70Q: 3 clusters Score -1742516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1742530.125000 Penalty: 4778.158203
	Iteration 71Q: 3 clusters Score -1742530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1742538.875000 Penalty: 4778.158203
	Iteration 72Q: 3 clusters Score -1742539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1742553.125000 Penalty: 4778.158203
	Iteration 73Q: 3 clusters Score -1742553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1742568.500000 Penalty: 4778.158203
	Iteration 74Q: 3 clusters Score -1742568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1742580.500000 Penalty: 4778.158203
	Iteration 75Q: 3 clusters Score -1742580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1742588.250000 Penalty: 4778.158203
	Iteration 76Q: 3 clusters Score -1742588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1742614.875000 Penalty: 4778.158203
	Iteration 77Q: 3 clusters Score -1742615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1742634.750000 Penalty: 4778.158203
	Iteration 78Q: 3 clusters Score -1742635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1742658.375000 Penalty: 4778.158203
	Iteration 79Q: 3 clusters Score -1742658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1742672.500000 Penalty: 4778.158203
	Iteration 80F: 3 clusters Score -1742672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1742684.375000 Penalty: 4778.158203
	Iteration 81Q: 3 clusters Score -1742684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1742705.750000 Penalty: 4778.158203
	Iteration 82Q: 3 clusters Score -1742706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1742712.375000 Penalty: 4778.158203
	Iteration 83Q: 3 clusters Score -1742712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1742720.000000 Penalty: 4778.158203
	Iteration 84Q: 3 clusters Score -1742720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1742736.875000 Penalty: 4778.158203
	Iteration 85Q: 3 clusters Score -1742737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1742747.750000 Penalty: 4778.158203
	Iteration 86Q: 3 clusters Score -1742748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1742760.625000 Penalty: 4778.158203
	Iteration 87Q: 3 clusters Score -1742761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1742774.875000 Penalty: 4778.158203
	Iteration 88Q: 3 clusters Score -1742775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1742781.875000 Penalty: 4778.158203
	Iteration 89Q: 3 clusters Score -1742782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1742796.875000 Penalty: 4778.158203
	Iteration 90Q: 3 clusters Score -1742797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1742810.125000 Penalty: 4778.158203
	Iteration 91Q: 3 clusters Score -1742810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1742834.500000 Penalty: 4778.158203
	Iteration 92Q: 3 clusters Score -1742834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1742855.625000 Penalty: 4778.158203
	Iteration 93Q: 3 clusters Score -1742856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1742874.875000 Penalty: 4778.158203
	Iteration 94Q: 3 clusters Score -1742875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1742898.375000 Penalty: 4778.158203
	Iteration 95Q: 3 clusters Score -1742898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1742929.125000 Penalty: 4778.158203
	Iteration 96Q: 3 clusters Score -1742929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1742942.250000 Penalty: 4778.158203
	Iteration 97Q: 3 clusters Score -1742942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1742968.875000 Penalty: 4778.158203
	Iteration 98Q: 3 clusters Score -1742969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1743000.875000 Penalty: 4778.158203
	Iteration 99Q: 3 clusters Score -1743001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1743050.625000 Penalty: 4778.158203
	Iteration 100F: 3 clusters Score -1743051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1743098.875000 Penalty: 4778.158203
	Iteration 101Q: 3 clusters Score -1743099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1743136.250000 Penalty: 4778.158203
	Iteration 102Q: 3 clusters Score -1743136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1743158.500000 Penalty: 4778.158203
	Iteration 103Q: 3 clusters Score -1743158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1743181.125000 Penalty: 4778.158203
	Iteration 104Q: 3 clusters Score -1743181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1743204.625000 Penalty: 4778.158203
	Iteration 105Q: 3 clusters Score -1743205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1743232.375000 Penalty: 4778.158203
	Iteration 106Q: 3 clusters Score -1743232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1743251.875000 Penalty: 4778.158203
	Iteration 107Q: 3 clusters Score -1743252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1743271.000000 Penalty: 4778.158203
	Iteration 108Q: 3 clusters Score -1743271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1743290.000000 Penalty: 4778.158203
	Iteration 109Q: 3 clusters Score -1743290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1743306.750000 Penalty: 4778.158203
	Iteration 110Q: 3 clusters Score -1743307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1743325.375000 Penalty: 4778.158203
	Iteration 111Q: 3 clusters Score -1743325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1743334.375000 Penalty: 4778.158203
	Iteration 112Q: 3 clusters Score -1743334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1743340.250000 Penalty: 4778.158203
	Iteration 113Q: 3 clusters Score -1743340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1743348.875000 Penalty: 4778.158203
	Iteration 114Q: 3 clusters Score -1743349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1743359.750000 Penalty: 4778.158203
	Iteration 115Q: 3 clusters Score -1743360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1743367.625000 Penalty: 4778.158203
	Iteration 116Q: 3 clusters Score -1743368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1743371.250000 Penalty: 4778.158203
	Iteration 117Q: 3 clusters Score -1743371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1743373.250000 Penalty: 4778.158203
	Iteration 118Q: 3 clusters Score -1743373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1743375.500000 Penalty: 4778.158203
	Iteration 119Q: 3 clusters Score -1743376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1743377.625000 Penalty: 4778.158203
	Iteration 120F: 3 clusters Score -1743378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1743380.000000 Penalty: 4778.158203
	Iteration 121Q: 3 clusters Score -1743380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1743381.000000 Penalty: 4778.158203
	Iteration 122Q: 3 clusters Score -1743381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1743381.125000 Penalty: 4778.158203
	Iteration 123Q: 3 clusters Score -1743381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1743382.625000 Penalty: 4778.158203
	Iteration 124Q: 3 clusters Score -1743383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1743386.000000 Penalty: 4778.158203
	Iteration 125Q: 3 clusters Score -1743386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1743385.500000 Penalty: 4778.158203
	Iteration 126Q: 3 clusters Score -1743386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1743386.500000 Penalty: 4778.158203
	Iteration 127Q: 3 clusters Score -1743386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1743386.500000 Penalty: 4778.158203
	Iteration 128F: 3 clusters Score -1743386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Entering Unmasked Estep 
Score: -2727132.750000 Penalty: 2499.861084
	Iteration 0F: 2 clusters Score -2727133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2710485.750000 Penalty: 4999.722168
	Iteration 0F: 3 clusters Score -2710486 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2716372.250000 Penalty: 4999.722168
	Iteration 1F: 3 clusters Score -2716372 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2717498.250000 Penalty: 4999.722168
	Iteration 2F: 3 clusters Score -2717498 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2719095.000000 Penalty: 4999.722168
	Iteration 3F: 3 clusters Score -2719095 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2720744.250000 Penalty: 4999.722168
	Iteration 4F: 3 clusters Score -2720744 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2721908.250000 Penalty: 4999.722168
	Iteration 5F: 3 clusters Score -2721908 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2722733.250000 Penalty: 4999.722168
	Iteration 6F: 3 clusters Score -2722733 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2723384.250000 Penalty: 4999.722168
	Iteration 7Q: 3 clusters Score -2723384 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2724079.000000 Penalty: 4999.722168
	Iteration 8Q: 3 clusters Score -2724079 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2724761.250000 Penalty: 4999.722168
	Iteration 9Q: 3 clusters Score -2724761 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2725342.750000 Penalty: 4999.722168
	Iteration 10Q: 3 clusters Score -2725343 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2725785.250000 Penalty: 4999.722168
	Iteration 11Q: 3 clusters Score -2725785 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2726081.750000 Penalty: 4999.722168
	Iteration 12Q: 3 clusters Score -2726082 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2726280.000000 Penalty: 4999.722168
	Iteration 13Q: 3 clusters Score -2726280 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2726443.500000 Penalty: 4999.722168
	Iteration 14Q: 3 clusters Score -2726444 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2726556.250000 Penalty: 4999.722168
	Iteration 15Q: 3 clusters Score -2726556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2726624.750000 Penalty: 4999.722168
	Iteration 16Q: 3 clusters Score -2726625 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2726666.000000 Penalty: 4999.722168
	Iteration 17Q: 3 clusters Score -2726666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2726711.000000 Penalty: 4999.722168
	Iteration 18Q: 3 clusters Score -2726711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2726743.750000 Penalty: 4999.722168
	Iteration 19Q: 3 clusters Score -2726744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2726764.250000 Penalty: 4999.722168
	Iteration 20F: 3 clusters Score -2726764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2726769.250000 Penalty: 4999.722168
	Iteration 21Q: 3 clusters Score -2726769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2726776.500000 Penalty: 4999.722168
	Iteration 22Q: 3 clusters Score -2726776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2726773.250000 Penalty: 4999.722168
	Iteration 23Q: 3 clusters Score -2726773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2726776.500000 Penalty: 4999.722168
	Iteration 24Q: 3 clusters Score -2726776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2726777.500000 Penalty: 4999.722168
	Iteration 25Q: 3 clusters Score -2726778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2726781.500000 Penalty: 4999.722168
	Iteration 26Q: 3 clusters Score -2726782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2726778.000000 Penalty: 4999.722168
	Iteration 27Q: 3 clusters Score -2726778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2726777.250000 Penalty: 4999.722168
	Iteration 28Q: 3 clusters Score -2726777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2726780.500000 Penalty: 4999.722168
	Iteration 29Q: 3 clusters Score -2726780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2726776.500000 Penalty: 4999.722168
	Iteration 30Q: 3 clusters Score -2726776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2726777.500000 Penalty: 4999.722168
	Iteration 31Q: 3 clusters Score -2726778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2726778.750000 Penalty: 4999.722168
	Iteration 32Q: 3 clusters Score -2726779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2726781.250000 Penalty: 4999.722168
	Iteration 33Q: 3 clusters Score -2726781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2726779.500000 Penalty: 4999.722168
	Iteration 34Q: 3 clusters Score -2726780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2726781.500000 Penalty: 4999.722168
	Iteration 35Q: 3 clusters Score -2726782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2726781.500000 Penalty: 4999.722168
	Iteration 36F: 3 clusters Score -2726782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -727451.062500 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -727451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -722012.500000 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -722012.5 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -723439.625000 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -723439.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -723767.812500 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -723767.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -724103.812500 Penalty: 4350.983887
	Iteration 3F: 3 clusters Score -724103.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -724591.125000 Penalty: 4350.983887
	Iteration 4F: 3 clusters Score -724591.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -725382.187500 Penalty: 4350.983887
	Iteration 5F: 3 clusters Score -725382.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -726105.312500 Penalty: 4350.983887
	Iteration 6F: 3 clusters Score -726105.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -726594.562500 Penalty: 4350.983887
	Iteration 7F: 3 clusters Score -726594.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -726928.687500 Penalty: 4350.983887
	Iteration 8F: 3 clusters Score -726928.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -727179.000000 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -727179 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -727363.937500 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -727363.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -727490.312500 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -727490.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -727599.187500 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -727599.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -727759.000000 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -727759 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -728041.187500 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -728041.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -728316.687500 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -728316.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -728535.187500 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -728535.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -728566.562500 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -728566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -728571.750000 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -728571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -728573.375000 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -728573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -728575.500000 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -728575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16989 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 50863 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 1720 members 
Mstep: Class 14 contains 3821 members 
Mstep: Class 15 contains 57596 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 38681 members 
Mstep: Class 19 contains 248092 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 12629 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 140253 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 24550 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11329 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 10902 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 2386 members 
Mstep: Class 32 contains 7043 members 
Mstep: Class 33 contains 168662 members 
Mstep: Class 34 contains 5061 members 
Mstep: Class 35 contains 60654 members 
Mstep: Class 36 contains 17586 members 
Mstep: Class 37 contains 6073 members 
Mstep: Class 38 contains 4107 members 
Mstep: Class 39 contains 19449 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 9412 members 
Mstep: Class 43 contains 10123 members 
Mstep: Class 44 contains 51176 members 
Mstep: Class 45 contains 2680 members 
Mstep: Class 46 contains 2551 members 
Mstep: Class 47 contains 2510 members 
Mstep: Class 48 contains 15340 members 
Mstep: Class 49 contains 2633 members 
Mstep: Class 50 contains 43314 members 
Mstep: Class 51 contains 33771 members 
Mstep: Class 52 contains 5330 members 
Mstep: Class 53 contains 4648 members 
Mstep: Class 54 contains 8171 members 
Mstep: Class 55 contains 21461 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 5432 members 
Mstep: Class 58 contains 7399 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 1726 members 
Mstep: Class 61 contains 5761 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 27460 members 
Mstep: Class 64 contains 5708 members 
Mstep: Class 65 contains 4809 members 
Mstep: Class 66 contains 5894 members 
Mstep: Class 67 contains 753 members 
Mstep: Class 68 contains 1841 members 
Mstep: Class 69 contains 29898 members 
Mstep: Class 70 contains 13172 members 
Mstep: Class 71 contains 3093 members 
Mstep: Class 72 contains 5565 members 
Mstep: Class 73 contains 133291 members 
Mstep: Class 74 contains 13702 members 
Mstep: Class 75 contains 11871 members 
Mstep: Class 76 contains 11181 members 
Mstep: Class 77 contains 6049 members 
Mstep: Class 78 contains 15266 members 
Mstep: Class 79 contains 23863 members 
Mstep: Class 80 contains 4715 members 
Mstep: Class 81 contains 327 members 
Mstep: Class 82 contains 22254 members 
Mstep: Class 83 contains 4235 members 
Mstep: Class 84 contains 7072 members 
Mstep: Class 85 contains 28387 members 
Mstep: Class 86 contains 2737 members 
Mstep: Class 87 contains 8349 members 
Mstep: Class 88 contains 7815 members 
Mstep: Class 89 contains 7560 members 
Mstep: Class 90 contains 4831 members 
Mstep: Class 91 contains 7359 members 
Mstep: Class 92 contains 3785 members 
Mstep: Class 93 contains 8656 members 
Mstep: Class 94 contains 4960 members 
Mstep: Class 95 contains 4504 members 
Mstep: Class 96 contains 10321 members 
Mstep: Class 97 contains 5544 members 
Mstep: Class 98 contains 1910 members 
Mstep: Class 99 contains 2683 members 
Mstep: Class 100 contains 2314 members 
Mstep: Class 101 contains 7349 members 
Mstep: Class 102 contains 1747 members 
Mstep: Class 103 contains 2152 members 
Mstep: Class 104 contains 5963 members 
Mstep: Class 105 contains 6691 members 
Mstep: Class 106 contains 1737 members 
Entering Unmasked Estep 
Score: -212288768.000000 Penalty: 380867.500000
Splitting cluster 80 changes total score from -212289264.000000 to -212288768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -30051.152344 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -30051.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28797.599609 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -28797.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28988.746094 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -28988.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29060.531250 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -29060.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29071.763672 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -29071.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29086.228516 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -29086.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29110.943359 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -29110.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29187.152344 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -29187.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29239.068359 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -29239.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29389.775391 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -29389.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29620.626953 Penalty: 2871.820312
	Iteration 9F: 3 clusters Score -29620.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29732.123047 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -29732.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29802.541016 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -29802.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29822.007812 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -29822.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29822.007812 Penalty: 2871.820312
	Iteration 13F: 3 clusters Score -29822.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (22254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Entering Unmasked Estep 
Score: -2302478.000000 Penalty: 2482.548584
	Iteration 0F: 2 clusters Score -2302478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2286929.250000 Penalty: 4965.097168
	Iteration 0F: 3 clusters Score -2286929 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2292782.750000 Penalty: 4965.097168
	Iteration 1F: 3 clusters Score -2292783 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2293737.500000 Penalty: 4965.097168
	Iteration 2F: 3 clusters Score -2293738 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2294646.250000 Penalty: 4965.097168
	Iteration 3F: 3 clusters Score -2294646 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2295400.000000 Penalty: 4965.097168
	Iteration 4F: 3 clusters Score -2295400 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2296028.500000 Penalty: 4965.097168
	Iteration 5F: 3 clusters Score -2296028 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2296520.000000 Penalty: 4965.097168
	Iteration 6Q: 3 clusters Score -2296520 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2296990.750000 Penalty: 4965.097168
	Iteration 7Q: 3 clusters Score -2296991 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2297389.000000 Penalty: 4965.097168
	Iteration 8Q: 3 clusters Score -2297389 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2297751.000000 Penalty: 4965.097168
	Iteration 9Q: 3 clusters Score -2297751 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2298080.500000 Penalty: 4965.097168
	Iteration 10Q: 3 clusters Score -2298080 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2298348.750000 Penalty: 4965.097168
	Iteration 11Q: 3 clusters Score -2298349 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2298608.500000 Penalty: 4965.097168
	Iteration 12Q: 3 clusters Score -2298608 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2298860.750000 Penalty: 4965.097168
	Iteration 13Q: 3 clusters Score -2298861 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2299098.500000 Penalty: 4965.097168
	Iteration 14Q: 3 clusters Score -2299098 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2299344.250000 Penalty: 4965.097168
	Iteration 15Q: 3 clusters Score -2299344 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2299568.250000 Penalty: 4965.097168
	Iteration 16Q: 3 clusters Score -2299568 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2299754.750000 Penalty: 4965.097168
	Iteration 17Q: 3 clusters Score -2299755 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2299949.250000 Penalty: 4965.097168
	Iteration 18Q: 3 clusters Score -2299949 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2300097.000000 Penalty: 4965.097168
	Iteration 19Q: 3 clusters Score -2300097 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2300192.250000 Penalty: 4965.097168
	Iteration 20F: 3 clusters Score -2300192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2300277.500000 Penalty: 4965.097168
	Iteration 21Q: 3 clusters Score -2300278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2300331.750000 Penalty: 4965.097168
	Iteration 22Q: 3 clusters Score -2300332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2300384.000000 Penalty: 4965.097168
	Iteration 23Q: 3 clusters Score -2300384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2300424.250000 Penalty: 4965.097168
	Iteration 24Q: 3 clusters Score -2300424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2300457.750000 Penalty: 4965.097168
	Iteration 25Q: 3 clusters Score -2300458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2300486.500000 Penalty: 4965.097168
	Iteration 26Q: 3 clusters Score -2300486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2300510.250000 Penalty: 4965.097168
	Iteration 27Q: 3 clusters Score -2300510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2300530.000000 Penalty: 4965.097168
	Iteration 28Q: 3 clusters Score -2300530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2300548.000000 Penalty: 4965.097168
	Iteration 29Q: 3 clusters Score -2300548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2300557.750000 Penalty: 4965.097168
	Iteration 30Q: 3 clusters Score -2300558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2300570.750000 Penalty: 4965.097168
	Iteration 31Q: 3 clusters Score -2300571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2300583.250000 Penalty: 4965.097168
	Iteration 32Q: 3 clusters Score -2300583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2300586.250000 Penalty: 4965.097168
	Iteration 33Q: 3 clusters Score -2300586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2300591.000000 Penalty: 4965.097168
	Iteration 34Q: 3 clusters Score -2300591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2300595.500000 Penalty: 4965.097168
	Iteration 35Q: 3 clusters Score -2300596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2300598.250000 Penalty: 4965.097168
	Iteration 36Q: 3 clusters Score -2300598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2300600.500000 Penalty: 4965.097168
	Iteration 37Q: 3 clusters Score -2300600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2300604.000000 Penalty: 4965.097168
	Iteration 38Q: 3 clusters Score -2300604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2300602.500000 Penalty: 4965.097168
	Iteration 39Q: 3 clusters Score -2300602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2300604.750000 Penalty: 4965.097168
	Iteration 40F: 3 clusters Score -2300605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2300606.250000 Penalty: 4965.097168
	Iteration 41Q: 3 clusters Score -2300606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2300608.000000 Penalty: 4965.097168
	Iteration 42Q: 3 clusters Score -2300608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2300608.250000 Penalty: 4965.097168
	Iteration 43Q: 3 clusters Score -2300608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2300610.250000 Penalty: 4965.097168
	Iteration 44Q: 3 clusters Score -2300610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2300611.250000 Penalty: 4965.097168
	Iteration 45Q: 3 clusters Score -2300611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2300611.250000 Penalty: 4965.097168
	Iteration 46F: 3 clusters Score -2300611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -387603.656250 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -387603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -383746.437500 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -383746.4 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -385190.406250 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -385190.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -385885.875000 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -385885.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -386340.968750 Penalty: 4142.165039
	Iteration 3F: 3 clusters Score -386341 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -386609.250000 Penalty: 4142.165039
	Iteration 4F: 3 clusters Score -386609.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -386770.875000 Penalty: 4142.165039
	Iteration 5Q: 3 clusters Score -386770.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -386863.187500 Penalty: 4142.165039
	Iteration 6Q: 3 clusters Score -386863.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -386908.375000 Penalty: 4142.165039
	Iteration 7Q: 3 clusters Score -386908.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -386927.187500 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -386927.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -386940.468750 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -386940.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -386955.593750 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -386955.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -386963.718750 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -386963.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -386978.906250 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -386978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -387012.375000 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -387012.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -387055.250000 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -387055.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -387095.093750 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -387095.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -387120.281250 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -387120.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -387139.125000 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -387139.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -387152.125000 Penalty: 4142.165039
	Iteration 18Q: 3 clusters Score -387152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -387158.750000 Penalty: 4142.165039
	Iteration 19Q: 3 clusters Score -387158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -387163.000000 Penalty: 4142.165039
	Iteration 20F: 3 clusters Score -387163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -387164.906250 Penalty: 4142.165039
	Iteration 21Q: 3 clusters Score -387164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -387165.968750 Penalty: 4142.165039
	Iteration 22Q: 3 clusters Score -387166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -387169.062500 Penalty: 4142.165039
	Iteration 23Q: 3 clusters Score -387169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -387169.593750 Penalty: 4142.165039
	Iteration 24Q: 3 clusters Score -387169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -387171.031250 Penalty: 4142.165039
	Iteration 25Q: 3 clusters Score -387171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -387171.000000 Penalty: 4142.165039
	Iteration 26Q: 3 clusters Score -387171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -387171.000000 Penalty: 4142.165039
	Iteration 27F: 3 clusters Score -387171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -722125.250000 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -722125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -716382.812500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -716382.8 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -718067.000000 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -718067 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -718513.625000 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -718513.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -718953.750000 Penalty: 4396.493652
	Iteration 3F: 3 clusters Score -718953.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -719387.875000 Penalty: 4396.493652
	Iteration 4F: 3 clusters Score -719387.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -719765.812500 Penalty: 4396.493652
	Iteration 5F: 3 clusters Score -719765.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -720064.500000 Penalty: 4396.493652
	Iteration 6F: 3 clusters Score -720064.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -720298.375000 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -720298.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -720471.750000 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -720471.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -720595.500000 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -720595.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -720694.125000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -720694.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -720768.500000 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -720768.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -720829.250000 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -720829.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -720879.875000 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -720879.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -720920.250000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -720920.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -720957.500000 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -720957.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -720990.687500 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -720990.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -721020.812500 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -721020.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -721053.375000 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -721053.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -721085.312500 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -721085.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -721119.812500 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -721119.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -721159.125000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -721159.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -721199.000000 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -721199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -721238.625000 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -721238.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -721274.937500 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -721274.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -721302.625000 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -721302.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -721319.937500 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -721319.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -721335.375000 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -721335.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -721346.062500 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -721346.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -721358.750000 Penalty: 4396.493652
	Iteration 29Q: 3 clusters Score -721358.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -721365.125000 Penalty: 4396.493652
	Iteration 30Q: 3 clusters Score -721365.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -721372.250000 Penalty: 4396.493652
	Iteration 31Q: 3 clusters Score -721372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -721374.125000 Penalty: 4396.493652
	Iteration 32Q: 3 clusters Score -721374.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -721376.875000 Penalty: 4396.493652
	Iteration 33Q: 3 clusters Score -721376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -721382.750000 Penalty: 4396.493652
	Iteration 34Q: 3 clusters Score -721382.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -721387.250000 Penalty: 4396.493652
	Iteration 35Q: 3 clusters Score -721387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -721390.500000 Penalty: 4396.493652
	Iteration 36Q: 3 clusters Score -721390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -721390.187500 Penalty: 4396.493652
	Iteration 37Q: 3 clusters Score -721390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -721390.625000 Penalty: 4396.493652
	Iteration 38Q: 3 clusters Score -721390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -721392.937500 Penalty: 4396.493652
	Iteration 39Q: 3 clusters Score -721392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -721392.375000 Penalty: 4396.493652
	Iteration 40F: 3 clusters Score -721392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -721392.375000 Penalty: 4396.493652
	Iteration 41Q: 3 clusters Score -721392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -721392.812500 Penalty: 4396.493652
	Iteration 42Q: 3 clusters Score -721392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -721392.812500 Penalty: 4396.493652
	Iteration 43F: 3 clusters Score -721392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (28387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Entering Unmasked Estep 
Score: -2959899.500000 Penalty: 2542.914307
	Iteration 0F: 2 clusters Score -2959900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2940400.750000 Penalty: 5085.828613
	Iteration 0F: 3 clusters Score -2940401 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2947786.000000 Penalty: 5085.828613
	Iteration 1F: 3 clusters Score -2947786 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2948715.500000 Penalty: 5085.828613
	Iteration 2F: 3 clusters Score -2948716 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2949660.250000 Penalty: 5085.828613
	Iteration 3F: 3 clusters Score -2949660 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2950641.500000 Penalty: 5085.828613
	Iteration 4F: 3 clusters Score -2950642 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2951664.250000 Penalty: 5085.828613
	Iteration 5F: 3 clusters Score -2951664 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2952674.500000 Penalty: 5085.828613
	Iteration 6F: 3 clusters Score -2952674 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2953738.000000 Penalty: 5085.828613
	Iteration 7F: 3 clusters Score -2953738 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2954671.750000 Penalty: 5085.828613
	Iteration 8Q: 3 clusters Score -2954672 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2955413.000000 Penalty: 5085.828613
	Iteration 9Q: 3 clusters Score -2955413 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2955934.250000 Penalty: 5085.828613
	Iteration 10Q: 3 clusters Score -2955934 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2956308.000000 Penalty: 5085.828613
	Iteration 11Q: 3 clusters Score -2956308 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2956633.750000 Penalty: 5085.828613
	Iteration 12Q: 3 clusters Score -2956634 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2956900.000000 Penalty: 5085.828613
	Iteration 13Q: 3 clusters Score -2956900 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2957155.000000 Penalty: 5085.828613
	Iteration 14Q: 3 clusters Score -2957155 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2957347.000000 Penalty: 5085.828613
	Iteration 15Q: 3 clusters Score -2957347 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2957487.500000 Penalty: 5085.828613
	Iteration 16Q: 3 clusters Score -2957488 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2957628.750000 Penalty: 5085.828613
	Iteration 17Q: 3 clusters Score -2957629 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2957748.000000 Penalty: 5085.828613
	Iteration 18Q: 3 clusters Score -2957748 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2957835.500000 Penalty: 5085.828613
	Iteration 19Q: 3 clusters Score -2957836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2957929.750000 Penalty: 5085.828613
	Iteration 20F: 3 clusters Score -2957930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2957996.000000 Penalty: 5085.828613
	Iteration 21Q: 3 clusters Score -2957996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2958054.500000 Penalty: 5085.828613
	Iteration 22Q: 3 clusters Score -2958054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2958112.500000 Penalty: 5085.828613
	Iteration 23Q: 3 clusters Score -2958112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2958165.500000 Penalty: 5085.828613
	Iteration 24Q: 3 clusters Score -2958166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2958209.500000 Penalty: 5085.828613
	Iteration 25Q: 3 clusters Score -2958210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2958248.750000 Penalty: 5085.828613
	Iteration 26Q: 3 clusters Score -2958249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2958283.000000 Penalty: 5085.828613
	Iteration 27Q: 3 clusters Score -2958283 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2958308.750000 Penalty: 5085.828613
	Iteration 28Q: 3 clusters Score -2958309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2958332.750000 Penalty: 5085.828613
	Iteration 29Q: 3 clusters Score -2958333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2958361.750000 Penalty: 5085.828613
	Iteration 30Q: 3 clusters Score -2958362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2958370.000000 Penalty: 5085.828613
	Iteration 31Q: 3 clusters Score -2958370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2958388.250000 Penalty: 5085.828613
	Iteration 32Q: 3 clusters Score -2958388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2958396.000000 Penalty: 5085.828613
	Iteration 33Q: 3 clusters Score -2958396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2958399.500000 Penalty: 5085.828613
	Iteration 34Q: 3 clusters Score -2958400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2958419.750000 Penalty: 5085.828613
	Iteration 35Q: 3 clusters Score -2958420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2958422.750000 Penalty: 5085.828613
	Iteration 36Q: 3 clusters Score -2958423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2958428.500000 Penalty: 5085.828613
	Iteration 37Q: 3 clusters Score -2958428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2958432.000000 Penalty: 5085.828613
	Iteration 38Q: 3 clusters Score -2958432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2958434.250000 Penalty: 5085.828613
	Iteration 39Q: 3 clusters Score -2958434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2958434.500000 Penalty: 5085.828613
	Iteration 40F: 3 clusters Score -2958434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2958432.500000 Penalty: 5085.828613
	Iteration 41Q: 3 clusters Score -2958432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2958437.000000 Penalty: 5085.828613
	Iteration 42Q: 3 clusters Score -2958437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2958436.750000 Penalty: 5085.828613
	Iteration 43Q: 3 clusters Score -2958437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2958433.750000 Penalty: 5085.828613
	Iteration 44Q: 3 clusters Score -2958434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2958434.750000 Penalty: 5085.828613
	Iteration 45Q: 3 clusters Score -2958435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2958434.750000 Penalty: 5085.828613
	Iteration 46F: 3 clusters Score -2958435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -305460.031250 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -305460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302388.281250 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -302388.3 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -302996.625000 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -302996.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -303201.937500 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -303201.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -303347.281250 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -303347.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303463.531250 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -303463.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -303573.656250 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -303573.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -303676.437500 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -303676.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -303753.187500 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -303753.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -303810.906250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -303810.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -303855.062500 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -303855.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -303889.468750 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -303889.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -303921.468750 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -303921.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -303955.531250 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -303955.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -303982.875000 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -303982.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -303996.656250 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -303996.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -304009.593750 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -304009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -304023.156250 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -304023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -304036.000000 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -304036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -304043.437500 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -304043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -304046.593750 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -304046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -304050.625000 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -304050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -304052.218750 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -304052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -304056.093750 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -304056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -304060.937500 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -304060.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -304069.593750 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -304069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -304073.312500 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -304073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -304076.031250 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -304076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -304078.218750 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -304078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -304080.500000 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -304080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -304083.000000 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -304083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -304084.687500 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -304084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -304086.656250 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -304086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -304091.187500 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -304091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -304094.343750 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -304094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -304100.500000 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -304100.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -304105.937500 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -304105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -304109.281250 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -304109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -304111.250000 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -304111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -304111.875000 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -304111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -304113.375000 Penalty: 3925.650391
	Iteration 39Q: 3 clusters Score -304113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -304114.593750 Penalty: 3925.650391
	Iteration 40F: 3 clusters Score -304114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -304116.093750 Penalty: 3925.650391
	Iteration 41Q: 3 clusters Score -304116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -304117.375000 Penalty: 3925.650391
	Iteration 42Q: 3 clusters Score -304117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -304120.218750 Penalty: 3925.650391
	Iteration 43Q: 3 clusters Score -304120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -304120.218750 Penalty: 3925.650391
	Iteration 44Q: 3 clusters Score -304120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -304120.875000 Penalty: 3925.650391
	Iteration 45Q: 3 clusters Score -304120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -304120.906250 Penalty: 3925.650391
	Iteration 46Q: 3 clusters Score -304120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -304121.093750 Penalty: 3925.650391
	Iteration 47Q: 3 clusters Score -304121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -304121.437500 Penalty: 3925.650391
	Iteration 48Q: 3 clusters Score -304121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -304122.531250 Penalty: 3925.650391
	Iteration 49Q: 3 clusters Score -304122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -304122.531250 Penalty: 3925.650391
	Iteration 50F: 3 clusters Score -304122.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (8349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Entering Unmasked Estep 
Score: -904335.812500 Penalty: 2239.414307
	Iteration 0F: 2 clusters Score -904335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -897810.187500 Penalty: 4478.828613
	Iteration 0F: 3 clusters Score -897810.2 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -899914.250000 Penalty: 4478.828613
	Iteration 1F: 3 clusters Score -899914.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -900582.000000 Penalty: 4478.828613
	Iteration 2F: 3 clusters Score -900582 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -901204.000000 Penalty: 4478.828613
	Iteration 3F: 3 clusters Score -901204 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -901719.000000 Penalty: 4478.828613
	Iteration 4F: 3 clusters Score -901719 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -902113.500000 Penalty: 4478.828613
	Iteration 5F: 3 clusters Score -902113.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -902365.437500 Penalty: 4478.828613
	Iteration 6Q: 3 clusters Score -902365.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -902536.625000 Penalty: 4478.828613
	Iteration 7Q: 3 clusters Score -902536.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -902649.250000 Penalty: 4478.828613
	Iteration 8Q: 3 clusters Score -902649.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -902725.562500 Penalty: 4478.828613
	Iteration 9Q: 3 clusters Score -902725.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -902786.750000 Penalty: 4478.828613
	Iteration 10Q: 3 clusters Score -902786.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -902832.250000 Penalty: 4478.828613
	Iteration 11Q: 3 clusters Score -902832.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -902863.750000 Penalty: 4478.828613
	Iteration 12Q: 3 clusters Score -902863.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -902887.812500 Penalty: 4478.828613
	Iteration 13Q: 3 clusters Score -902887.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -902902.000000 Penalty: 4478.828613
	Iteration 14Q: 3 clusters Score -902902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -902917.500000 Penalty: 4478.828613
	Iteration 15Q: 3 clusters Score -902917.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -902924.625000 Penalty: 4478.828613
	Iteration 16Q: 3 clusters Score -902924.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -902930.937500 Penalty: 4478.828613
	Iteration 17Q: 3 clusters Score -902930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -902933.437500 Penalty: 4478.828613
	Iteration 18Q: 3 clusters Score -902933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -902934.812500 Penalty: 4478.828613
	Iteration 19Q: 3 clusters Score -902934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -902937.687500 Penalty: 4478.828613
	Iteration 20F: 3 clusters Score -902937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -902940.312500 Penalty: 4478.828613
	Iteration 21Q: 3 clusters Score -902940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -902942.125000 Penalty: 4478.828613
	Iteration 22Q: 3 clusters Score -902942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -902947.125000 Penalty: 4478.828613
	Iteration 23Q: 3 clusters Score -902947.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -902948.312500 Penalty: 4478.828613
	Iteration 24Q: 3 clusters Score -902948.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -902952.562500 Penalty: 4478.828613
	Iteration 25Q: 3 clusters Score -902952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -902954.437500 Penalty: 4478.828613
	Iteration 26Q: 3 clusters Score -902954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -902955.312500 Penalty: 4478.828613
	Iteration 27Q: 3 clusters Score -902955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -902956.812500 Penalty: 4478.828613
	Iteration 28Q: 3 clusters Score -902956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -902957.312500 Penalty: 4478.828613
	Iteration 29Q: 3 clusters Score -902957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -902956.625000 Penalty: 4478.828613
	Iteration 30Q: 3 clusters Score -902956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -902956.750000 Penalty: 4478.828613
	Iteration 31Q: 3 clusters Score -902956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -902958.375000 Penalty: 4478.828613
	Iteration 32Q: 3 clusters Score -902958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -902957.875000 Penalty: 4478.828613
	Iteration 33Q: 3 clusters Score -902957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -902961.312500 Penalty: 4478.828613
	Iteration 34Q: 3 clusters Score -902961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -902960.687500 Penalty: 4478.828613
	Iteration 35Q: 3 clusters Score -902960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -902962.250000 Penalty: 4478.828613
	Iteration 36Q: 3 clusters Score -902962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -902962.312500 Penalty: 4478.828613
	Iteration 37Q: 3 clusters Score -902962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -902961.312500 Penalty: 4478.828613
	Iteration 38Q: 3 clusters Score -902961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -902961.812500 Penalty: 4478.828613
	Iteration 39Q: 3 clusters Score -902961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -902964.375000 Penalty: 4478.828613
	Iteration 40F: 3 clusters Score -902964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -902963.937500 Penalty: 4478.828613
	Iteration 41Q: 3 clusters Score -902963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -902963.937500 Penalty: 4478.828613
	Iteration 42F: 3 clusters Score -902963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -814125.375000 Penalty: 2223.022461
	Iteration 0F: 2 clusters Score -814125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -807880.062500 Penalty: 4446.044922
	Iteration 0F: 3 clusters Score -807880.1 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -809667.500000 Penalty: 4446.044922
	Iteration 1F: 3 clusters Score -809667.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -810050.625000 Penalty: 4446.044922
	Iteration 2F: 3 clusters Score -810050.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -810408.625000 Penalty: 4446.044922
	Iteration 3F: 3 clusters Score -810408.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -810766.250000 Penalty: 4446.044922
	Iteration 4F: 3 clusters Score -810766.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -811133.125000 Penalty: 4446.044922
	Iteration 5F: 3 clusters Score -811133.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -811485.312500 Penalty: 4446.044922
	Iteration 6F: 3 clusters Score -811485.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -811867.875000 Penalty: 4446.044922
	Iteration 7F: 3 clusters Score -811867.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -812187.187500 Penalty: 4446.044922
	Iteration 8F: 3 clusters Score -812187.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -812442.625000 Penalty: 4446.044922
	Iteration 9Q: 3 clusters Score -812442.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -812649.562500 Penalty: 4446.044922
	Iteration 10Q: 3 clusters Score -812649.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -812796.750000 Penalty: 4446.044922
	Iteration 11Q: 3 clusters Score -812796.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -812894.687500 Penalty: 4446.044922
	Iteration 12Q: 3 clusters Score -812894.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -812975.437500 Penalty: 4446.044922
	Iteration 13Q: 3 clusters Score -812975.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -813035.250000 Penalty: 4446.044922
	Iteration 14Q: 3 clusters Score -813035.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -813074.375000 Penalty: 4446.044922
	Iteration 15Q: 3 clusters Score -813074.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -813106.250000 Penalty: 4446.044922
	Iteration 16Q: 3 clusters Score -813106.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -813130.437500 Penalty: 4446.044922
	Iteration 17Q: 3 clusters Score -813130.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -813151.062500 Penalty: 4446.044922
	Iteration 18Q: 3 clusters Score -813151.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -813170.125000 Penalty: 4446.044922
	Iteration 19Q: 3 clusters Score -813170.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -813193.250000 Penalty: 4446.044922
	Iteration 20F: 3 clusters Score -813193.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -813201.000000 Penalty: 4446.044922
	Iteration 21Q: 3 clusters Score -813201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -813204.312500 Penalty: 4446.044922
	Iteration 22Q: 3 clusters Score -813204.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -813206.750000 Penalty: 4446.044922
	Iteration 23Q: 3 clusters Score -813206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -813208.937500 Penalty: 4446.044922
	Iteration 24Q: 3 clusters Score -813208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -813213.312500 Penalty: 4446.044922
	Iteration 25Q: 3 clusters Score -813213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -813214.500000 Penalty: 4446.044922
	Iteration 26Q: 3 clusters Score -813214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -813217.875000 Penalty: 4446.044922
	Iteration 27Q: 3 clusters Score -813217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -813218.875000 Penalty: 4446.044922
	Iteration 28Q: 3 clusters Score -813218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -813219.562500 Penalty: 4446.044922
	Iteration 29Q: 3 clusters Score -813219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -813220.312500 Penalty: 4446.044922
	Iteration 30Q: 3 clusters Score -813220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -813221.562500 Penalty: 4446.044922
	Iteration 31Q: 3 clusters Score -813221.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -813226.187500 Penalty: 4446.044922
	Iteration 32Q: 3 clusters Score -813226.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -813231.437500 Penalty: 4446.044922
	Iteration 33Q: 3 clusters Score -813231.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -813235.750000 Penalty: 4446.044922
	Iteration 34Q: 3 clusters Score -813235.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -813239.375000 Penalty: 4446.044922
	Iteration 35Q: 3 clusters Score -813239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -813241.562500 Penalty: 4446.044922
	Iteration 36Q: 3 clusters Score -813241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -813241.062500 Penalty: 4446.044922
	Iteration 37Q: 3 clusters Score -813241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -813241.125000 Penalty: 4446.044922
	Iteration 38Q: 3 clusters Score -813241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -813243.312500 Penalty: 4446.044922
	Iteration 39Q: 3 clusters Score -813243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -813243.062500 Penalty: 4446.044922
	Iteration 40F: 3 clusters Score -813243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -813241.875000 Penalty: 4446.044922
	Iteration 41Q: 3 clusters Score -813241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -813241.875000 Penalty: 4446.044922
	Iteration 42F: 3 clusters Score -813241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (7560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Entering Unmasked Estep 
Score: -773407.687500 Penalty: 2214.795410
	Iteration 0F: 2 clusters Score -773407.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -767366.562500 Penalty: 4429.590820
	Iteration 0F: 3 clusters Score -767366.6 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -769273.687500 Penalty: 4429.590820
	Iteration 1F: 3 clusters Score -769273.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -769688.125000 Penalty: 4429.590820
	Iteration 2F: 3 clusters Score -769688.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -770015.437500 Penalty: 4429.590820
	Iteration 3F: 3 clusters Score -770015.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -770252.687500 Penalty: 4429.590820
	Iteration 4F: 3 clusters Score -770252.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -770439.312500 Penalty: 4429.590820
	Iteration 5Q: 3 clusters Score -770439.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -770618.937500 Penalty: 4429.590820
	Iteration 6Q: 3 clusters Score -770618.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -770747.562500 Penalty: 4429.590820
	Iteration 7Q: 3 clusters Score -770747.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -770825.250000 Penalty: 4429.590820
	Iteration 8Q: 3 clusters Score -770825.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -770891.312500 Penalty: 4429.590820
	Iteration 9Q: 3 clusters Score -770891.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -770952.687500 Penalty: 4429.590820
	Iteration 10Q: 3 clusters Score -770952.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -771008.250000 Penalty: 4429.590820
	Iteration 11Q: 3 clusters Score -771008.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -771057.500000 Penalty: 4429.590820
	Iteration 12Q: 3 clusters Score -771057.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -771096.125000 Penalty: 4429.590820
	Iteration 13Q: 3 clusters Score -771096.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -771126.125000 Penalty: 4429.590820
	Iteration 14Q: 3 clusters Score -771126.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -771154.437500 Penalty: 4429.590820
	Iteration 15Q: 3 clusters Score -771154.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -771171.625000 Penalty: 4429.590820
	Iteration 16Q: 3 clusters Score -771171.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -771184.875000 Penalty: 4429.590820
	Iteration 17Q: 3 clusters Score -771184.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -771205.375000 Penalty: 4429.590820
	Iteration 18Q: 3 clusters Score -771205.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -771218.500000 Penalty: 4429.590820
	Iteration 19Q: 3 clusters Score -771218.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -771230.250000 Penalty: 4429.590820
	Iteration 20F: 3 clusters Score -771230.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -771238.687500 Penalty: 4429.590820
	Iteration 21Q: 3 clusters Score -771238.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -771244.687500 Penalty: 4429.590820
	Iteration 22Q: 3 clusters Score -771244.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -771253.750000 Penalty: 4429.590820
	Iteration 23Q: 3 clusters Score -771253.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -771259.312500 Penalty: 4429.590820
	Iteration 24Q: 3 clusters Score -771259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -771265.937500 Penalty: 4429.590820
	Iteration 25Q: 3 clusters Score -771265.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -771271.000000 Penalty: 4429.590820
	Iteration 26Q: 3 clusters Score -771271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -771278.125000 Penalty: 4429.590820
	Iteration 27Q: 3 clusters Score -771278.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -771283.437500 Penalty: 4429.590820
	Iteration 28Q: 3 clusters Score -771283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -771289.000000 Penalty: 4429.590820
	Iteration 29Q: 3 clusters Score -771289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -771294.937500 Penalty: 4429.590820
	Iteration 30Q: 3 clusters Score -771294.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -771299.000000 Penalty: 4429.590820
	Iteration 31Q: 3 clusters Score -771299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -771304.937500 Penalty: 4429.590820
	Iteration 32Q: 3 clusters Score -771304.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -771310.562500 Penalty: 4429.590820
	Iteration 33Q: 3 clusters Score -771310.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -771312.687500 Penalty: 4429.590820
	Iteration 34Q: 3 clusters Score -771312.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -771316.187500 Penalty: 4429.590820
	Iteration 35Q: 3 clusters Score -771316.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -771324.875000 Penalty: 4429.590820
	Iteration 36Q: 3 clusters Score -771324.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -771326.625000 Penalty: 4429.590820
	Iteration 37Q: 3 clusters Score -771326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -771330.187500 Penalty: 4429.590820
	Iteration 38Q: 3 clusters Score -771330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -771334.875000 Penalty: 4429.590820
	Iteration 39Q: 3 clusters Score -771334.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -771339.937500 Penalty: 4429.590820
	Iteration 40F: 3 clusters Score -771339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -771345.875000 Penalty: 4429.590820
	Iteration 41Q: 3 clusters Score -771345.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -771350.000000 Penalty: 4429.590820
	Iteration 42Q: 3 clusters Score -771350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -771353.312500 Penalty: 4429.590820
	Iteration 43Q: 3 clusters Score -771353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -771355.937500 Penalty: 4429.590820
	Iteration 44Q: 3 clusters Score -771355.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -771364.062500 Penalty: 4429.590820
	Iteration 45Q: 3 clusters Score -771364.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -771369.437500 Penalty: 4429.590820
	Iteration 46Q: 3 clusters Score -771369.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -771373.375000 Penalty: 4429.590820
	Iteration 47Q: 3 clusters Score -771373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -771383.187500 Penalty: 4429.590820
	Iteration 48Q: 3 clusters Score -771383.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -771390.500000 Penalty: 4429.590820
	Iteration 49Q: 3 clusters Score -771390.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -771400.000000 Penalty: 4429.590820
	Iteration 50Q: 3 clusters Score -771400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -771410.562500 Penalty: 4429.590820
	Iteration 51Q: 3 clusters Score -771410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -771417.000000 Penalty: 4429.590820
	Iteration 52Q: 3 clusters Score -771417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -771424.187500 Penalty: 4429.590820
	Iteration 53Q: 3 clusters Score -771424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -771434.437500 Penalty: 4429.590820
	Iteration 54Q: 3 clusters Score -771434.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -771441.812500 Penalty: 4429.590820
	Iteration 55Q: 3 clusters Score -771441.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -771449.187500 Penalty: 4429.590820
	Iteration 56Q: 3 clusters Score -771449.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -771459.437500 Penalty: 4429.590820
	Iteration 57Q: 3 clusters Score -771459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -771468.812500 Penalty: 4429.590820
	Iteration 58Q: 3 clusters Score -771468.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -771474.500000 Penalty: 4429.590820
	Iteration 59Q: 3 clusters Score -771474.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -771481.937500 Penalty: 4429.590820
	Iteration 60F: 3 clusters Score -771481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -771489.875000 Penalty: 4429.590820
	Iteration 61Q: 3 clusters Score -771489.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -771494.375000 Penalty: 4429.590820
	Iteration 62Q: 3 clusters Score -771494.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -771500.187500 Penalty: 4429.590820
	Iteration 63Q: 3 clusters Score -771500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -771506.687500 Penalty: 4429.590820
	Iteration 64Q: 3 clusters Score -771506.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -771513.312500 Penalty: 4429.590820
	Iteration 65Q: 3 clusters Score -771513.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -771519.437500 Penalty: 4429.590820
	Iteration 66Q: 3 clusters Score -771519.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -771528.500000 Penalty: 4429.590820
	Iteration 67Q: 3 clusters Score -771528.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -771534.812500 Penalty: 4429.590820
	Iteration 68Q: 3 clusters Score -771534.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -771542.562500 Penalty: 4429.590820
	Iteration 69Q: 3 clusters Score -771542.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -771547.937500 Penalty: 4429.590820
	Iteration 70Q: 3 clusters Score -771547.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -771554.812500 Penalty: 4429.590820
	Iteration 71Q: 3 clusters Score -771554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -771557.687500 Penalty: 4429.590820
	Iteration 72Q: 3 clusters Score -771557.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -771559.750000 Penalty: 4429.590820
	Iteration 73Q: 3 clusters Score -771559.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -771562.750000 Penalty: 4429.590820
	Iteration 74Q: 3 clusters Score -771562.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -771565.500000 Penalty: 4429.590820
	Iteration 75Q: 3 clusters Score -771565.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -771565.500000 Penalty: 4429.590820
	Iteration 76Q: 3 clusters Score -771565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -771567.375000 Penalty: 4429.590820
	Iteration 77Q: 3 clusters Score -771567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -771567.375000 Penalty: 4429.590820
	Iteration 78Q: 3 clusters Score -771567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -771568.437500 Penalty: 4429.590820
	Iteration 79Q: 3 clusters Score -771568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -771568.187500 Penalty: 4429.590820
	Iteration 80F: 3 clusters Score -771568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -771569.437500 Penalty: 4429.590820
	Iteration 81Q: 3 clusters Score -771569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -771571.125000 Penalty: 4429.590820
	Iteration 82Q: 3 clusters Score -771571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -771570.750000 Penalty: 4429.590820
	Iteration 83Q: 3 clusters Score -771570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -771574.812500 Penalty: 4429.590820
	Iteration 84Q: 3 clusters Score -771574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -771575.562500 Penalty: 4429.590820
	Iteration 85Q: 3 clusters Score -771575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -771577.000000 Penalty: 4429.590820
	Iteration 86Q: 3 clusters Score -771577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -771576.312500 Penalty: 4429.590820
	Iteration 87Q: 3 clusters Score -771576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -771576.312500 Penalty: 4429.590820
	Iteration 88F: 3 clusters Score -771576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -475154.593750 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -475154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -470801.437500 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -470801.4 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -471994.218750 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -471994.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -472379.937500 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -472379.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -472639.156250 Penalty: 4207.473145
	Iteration 3F: 3 clusters Score -472639.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -472862.718750 Penalty: 4207.473145
	Iteration 4F: 3 clusters Score -472862.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -473073.812500 Penalty: 4207.473145
	Iteration 5Q: 3 clusters Score -473073.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -473221.093750 Penalty: 4207.473145
	Iteration 6Q: 3 clusters Score -473221.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -473309.625000 Penalty: 4207.473145
	Iteration 7Q: 3 clusters Score -473309.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -473392.125000 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -473392.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -473467.531250 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -473467.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -473525.281250 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -473525.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -473565.687500 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -473565.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -473598.437500 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -473598.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -473632.437500 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -473632.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -473678.656250 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -473678.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -473721.531250 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -473721.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -473762.812500 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -473762.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -473796.156250 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -473796.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -473825.250000 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -473825.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -473849.062500 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -473849.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -473866.500000 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -473866.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -473876.781250 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -473876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -473887.750000 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -473887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -473897.781250 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -473897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -473904.812500 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -473904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -473912.750000 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -473912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -473919.093750 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -473919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -473925.281250 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -473925.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -473929.437500 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -473929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -473932.156250 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -473932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -473936.156250 Penalty: 4207.473145
	Iteration 30Q: 3 clusters Score -473936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -473940.468750 Penalty: 4207.473145
	Iteration 31Q: 3 clusters Score -473940.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -473942.031250 Penalty: 4207.473145
	Iteration 32Q: 3 clusters Score -473942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -473943.625000 Penalty: 4207.473145
	Iteration 33Q: 3 clusters Score -473943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -473943.687500 Penalty: 4207.473145
	Iteration 34Q: 3 clusters Score -473943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -473944.125000 Penalty: 4207.473145
	Iteration 35Q: 3 clusters Score -473944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -473944.250000 Penalty: 4207.473145
	Iteration 36Q: 3 clusters Score -473944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -473944.843750 Penalty: 4207.473145
	Iteration 37Q: 3 clusters Score -473944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -473945.843750 Penalty: 4207.473145
	Iteration 38Q: 3 clusters Score -473945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -473947.031250 Penalty: 4207.473145
	Iteration 39Q: 3 clusters Score -473947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -473947.593750 Penalty: 4207.473145
	Iteration 40F: 3 clusters Score -473947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473949.562500 Penalty: 4207.473145
	Iteration 41Q: 3 clusters Score -473949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473950.125000 Penalty: 4207.473145
	Iteration 42Q: 3 clusters Score -473950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473951.031250 Penalty: 4207.473145
	Iteration 43Q: 3 clusters Score -473951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -473952.343750 Penalty: 4207.473145
	Iteration 44Q: 3 clusters Score -473952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473952.000000 Penalty: 4207.473145
	Iteration 45Q: 3 clusters Score -473952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473952.000000 Penalty: 4207.473145
	Iteration 46F: 3 clusters Score -473952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -737570.812500 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -737570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -731629.312500 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -731629.3 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -733410.687500 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -733410.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -733841.500000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -733841.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -734188.375000 Penalty: 4416.224609
	Iteration 3F: 3 clusters Score -734188.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -734482.687500 Penalty: 4416.224609
	Iteration 4F: 3 clusters Score -734482.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -734752.250000 Penalty: 4416.224609
	Iteration 5F: 3 clusters Score -734752.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -734934.187500 Penalty: 4416.224609
	Iteration 6Q: 3 clusters Score -734934.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -735047.000000 Penalty: 4416.224609
	Iteration 7Q: 3 clusters Score -735047 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -735113.187500 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -735113.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -735155.062500 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -735155.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -735193.812500 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -735193.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -735222.062500 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -735222.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -735245.187500 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -735245.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -735264.375000 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -735264.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -735275.250000 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -735275.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -735291.937500 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -735291.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -735306.875000 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -735306.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -735323.125000 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -735323.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -735334.062500 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -735334.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -735340.062500 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -735340.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -735346.250000 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -735346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -735351.187500 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -735351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -735351.437500 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -735351.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -735356.437500 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -735356.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -735357.375000 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -735357.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -735359.562500 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -735359.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -735364.812500 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -735364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -735367.000000 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -735367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -735377.125000 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -735377.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -735389.875000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -735389.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -735410.125000 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -735410.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -735429.375000 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -735429.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -735447.375000 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -735447.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -735465.500000 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -735465.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -735482.937500 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -735482.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -735495.750000 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -735495.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -735502.562500 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -735502.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -735509.750000 Penalty: 4416.224609
	Iteration 37Q: 3 clusters Score -735509.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -735516.750000 Penalty: 4416.224609
	Iteration 38Q: 3 clusters Score -735516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -735527.500000 Penalty: 4416.224609
	Iteration 39Q: 3 clusters Score -735527.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -735535.375000 Penalty: 4416.224609
	Iteration 40F: 3 clusters Score -735535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -735539.562500 Penalty: 4416.224609
	Iteration 41Q: 3 clusters Score -735539.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -735545.125000 Penalty: 4416.224609
	Iteration 42Q: 3 clusters Score -735545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -735549.312500 Penalty: 4416.224609
	Iteration 43Q: 3 clusters Score -735549.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -735552.875000 Penalty: 4416.224609
	Iteration 44Q: 3 clusters Score -735552.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -735560.000000 Penalty: 4416.224609
	Iteration 45Q: 3 clusters Score -735560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -735566.687500 Penalty: 4416.224609
	Iteration 46Q: 3 clusters Score -735566.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -735574.625000 Penalty: 4416.224609
	Iteration 47Q: 3 clusters Score -735574.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -735583.125000 Penalty: 4416.224609
	Iteration 48Q: 3 clusters Score -735583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -735588.437500 Penalty: 4416.224609
	Iteration 49Q: 3 clusters Score -735588.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -735596.000000 Penalty: 4416.224609
	Iteration 50Q: 3 clusters Score -735596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -735601.000000 Penalty: 4416.224609
	Iteration 51Q: 3 clusters Score -735601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -735610.000000 Penalty: 4416.224609
	Iteration 52Q: 3 clusters Score -735610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -735616.562500 Penalty: 4416.224609
	Iteration 53Q: 3 clusters Score -735616.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -735621.750000 Penalty: 4416.224609
	Iteration 54Q: 3 clusters Score -735621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -735626.812500 Penalty: 4416.224609
	Iteration 55Q: 3 clusters Score -735626.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -735636.000000 Penalty: 4416.224609
	Iteration 56Q: 3 clusters Score -735636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -735646.500000 Penalty: 4416.224609
	Iteration 57Q: 3 clusters Score -735646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -735652.250000 Penalty: 4416.224609
	Iteration 58Q: 3 clusters Score -735652.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -735662.000000 Penalty: 4416.224609
	Iteration 59Q: 3 clusters Score -735662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -735670.750000 Penalty: 4416.224609
	Iteration 60F: 3 clusters Score -735670.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -735680.750000 Penalty: 4416.224609
	Iteration 61Q: 3 clusters Score -735680.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -735696.562500 Penalty: 4416.224609
	Iteration 62Q: 3 clusters Score -735696.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -735707.437500 Penalty: 4416.224609
	Iteration 63Q: 3 clusters Score -735707.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -735720.562500 Penalty: 4416.224609
	Iteration 64Q: 3 clusters Score -735720.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -735726.000000 Penalty: 4416.224609
	Iteration 65Q: 3 clusters Score -735726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -735741.000000 Penalty: 4416.224609
	Iteration 66Q: 3 clusters Score -735741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -735753.187500 Penalty: 4416.224609
	Iteration 67Q: 3 clusters Score -735753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -735762.312500 Penalty: 4416.224609
	Iteration 68Q: 3 clusters Score -735762.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -735770.500000 Penalty: 4416.224609
	Iteration 69Q: 3 clusters Score -735770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -735776.875000 Penalty: 4416.224609
	Iteration 70Q: 3 clusters Score -735776.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -735784.250000 Penalty: 4416.224609
	Iteration 71Q: 3 clusters Score -735784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -735790.125000 Penalty: 4416.224609
	Iteration 72Q: 3 clusters Score -735790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -735794.750000 Penalty: 4416.224609
	Iteration 73Q: 3 clusters Score -735794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -735797.062500 Penalty: 4416.224609
	Iteration 74Q: 3 clusters Score -735797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -735800.687500 Penalty: 4416.224609
	Iteration 75Q: 3 clusters Score -735800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -735803.437500 Penalty: 4416.224609
	Iteration 76Q: 3 clusters Score -735803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -735803.937500 Penalty: 4416.224609
	Iteration 77Q: 3 clusters Score -735803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -735806.312500 Penalty: 4416.224609
	Iteration 78Q: 3 clusters Score -735806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -735811.125000 Penalty: 4416.224609
	Iteration 79Q: 3 clusters Score -735811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -735816.750000 Penalty: 4416.224609
	Iteration 80F: 3 clusters Score -735816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -735820.875000 Penalty: 4416.224609
	Iteration 81Q: 3 clusters Score -735820.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -735832.312500 Penalty: 4416.224609
	Iteration 82Q: 3 clusters Score -735832.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -735840.687500 Penalty: 4416.224609
	Iteration 83Q: 3 clusters Score -735840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -735848.062500 Penalty: 4416.224609
	Iteration 84Q: 3 clusters Score -735848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -735849.500000 Penalty: 4416.224609
	Iteration 85Q: 3 clusters Score -735849.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -735853.375000 Penalty: 4416.224609
	Iteration 86Q: 3 clusters Score -735853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -735856.000000 Penalty: 4416.224609
	Iteration 87Q: 3 clusters Score -735856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -735859.500000 Penalty: 4416.224609
	Iteration 88Q: 3 clusters Score -735859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -735865.250000 Penalty: 4416.224609
	Iteration 89Q: 3 clusters Score -735865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -735869.875000 Penalty: 4416.224609
	Iteration 90Q: 3 clusters Score -735869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -735870.687500 Penalty: 4416.224609
	Iteration 91Q: 3 clusters Score -735870.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -735871.562500 Penalty: 4416.224609
	Iteration 92Q: 3 clusters Score -735871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -735872.375000 Penalty: 4416.224609
	Iteration 93Q: 3 clusters Score -735872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -735872.375000 Penalty: 4416.224609
	Iteration 94F: 3 clusters Score -735872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -381040.218750 Penalty: 2043.222656
	Iteration 0F: 2 clusters Score -381040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -377311.750000 Penalty: 4086.445312
	Iteration 0F: 3 clusters Score -377311.8 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -378349.125000 Penalty: 4086.445312
	Iteration 1F: 3 clusters Score -378349.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -378672.250000 Penalty: 4086.445312
	Iteration 2F: 3 clusters Score -378672.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -378859.750000 Penalty: 4086.445312
	Iteration 3F: 3 clusters Score -378859.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -379032.625000 Penalty: 4086.445312
	Iteration 4F: 3 clusters Score -379032.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -379170.000000 Penalty: 4086.445312
	Iteration 5Q: 3 clusters Score -379170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -379282.687500 Penalty: 4086.445312
	Iteration 6Q: 3 clusters Score -379282.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -379387.718750 Penalty: 4086.445312
	Iteration 7Q: 3 clusters Score -379387.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379474.937500 Penalty: 4086.445312
	Iteration 8Q: 3 clusters Score -379474.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -379549.687500 Penalty: 4086.445312
	Iteration 9Q: 3 clusters Score -379549.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -379619.500000 Penalty: 4086.445312
	Iteration 10Q: 3 clusters Score -379619.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -379676.375000 Penalty: 4086.445312
	Iteration 11Q: 3 clusters Score -379676.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -379719.281250 Penalty: 4086.445312
	Iteration 12Q: 3 clusters Score -379719.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -379743.812500 Penalty: 4086.445312
	Iteration 13Q: 3 clusters Score -379743.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -379758.968750 Penalty: 4086.445312
	Iteration 14Q: 3 clusters Score -379759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -379772.562500 Penalty: 4086.445312
	Iteration 15Q: 3 clusters Score -379772.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -379782.281250 Penalty: 4086.445312
	Iteration 16Q: 3 clusters Score -379782.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -379790.937500 Penalty: 4086.445312
	Iteration 17Q: 3 clusters Score -379790.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -379800.375000 Penalty: 4086.445312
	Iteration 18Q: 3 clusters Score -379800.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -379806.937500 Penalty: 4086.445312
	Iteration 19Q: 3 clusters Score -379806.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -379814.312500 Penalty: 4086.445312
	Iteration 20F: 3 clusters Score -379814.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379822.343750 Penalty: 4086.445312
	Iteration 21Q: 3 clusters Score -379822.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -379827.250000 Penalty: 4086.445312
	Iteration 22Q: 3 clusters Score -379827.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -379835.437500 Penalty: 4086.445312
	Iteration 23Q: 3 clusters Score -379835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -379843.125000 Penalty: 4086.445312
	Iteration 24Q: 3 clusters Score -379843.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379850.687500 Penalty: 4086.445312
	Iteration 25Q: 3 clusters Score -379850.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379855.843750 Penalty: 4086.445312
	Iteration 26Q: 3 clusters Score -379855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379857.343750 Penalty: 4086.445312
	Iteration 27Q: 3 clusters Score -379857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -379858.625000 Penalty: 4086.445312
	Iteration 28Q: 3 clusters Score -379858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379861.718750 Penalty: 4086.445312
	Iteration 29Q: 3 clusters Score -379861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -379865.718750 Penalty: 4086.445312
	Iteration 30Q: 3 clusters Score -379865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -379869.250000 Penalty: 4086.445312
	Iteration 31Q: 3 clusters Score -379869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -379871.406250 Penalty: 4086.445312
	Iteration 32Q: 3 clusters Score -379871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -379871.625000 Penalty: 4086.445312
	Iteration 33Q: 3 clusters Score -379871.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -379871.625000 Penalty: 4086.445312
	Iteration 34F: 3 clusters Score -379871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -790742.000000 Penalty: 2248.369873
	Iteration 0F: 2 clusters Score -790742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -783899.437500 Penalty: 4496.739746
	Iteration 0F: 3 clusters Score -783899.4 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -785887.625000 Penalty: 4496.739746
	Iteration 1F: 3 clusters Score -785887.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -786328.812500 Penalty: 4496.739746
	Iteration 2F: 3 clusters Score -786328.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -786720.812500 Penalty: 4496.739746
	Iteration 3F: 3 clusters Score -786720.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -787036.250000 Penalty: 4496.739746
	Iteration 4F: 3 clusters Score -787036.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -787303.937500 Penalty: 4496.739746
	Iteration 5Q: 3 clusters Score -787303.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -787522.375000 Penalty: 4496.739746
	Iteration 6Q: 3 clusters Score -787522.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -787702.750000 Penalty: 4496.739746
	Iteration 7Q: 3 clusters Score -787702.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -787843.687500 Penalty: 4496.739746
	Iteration 8Q: 3 clusters Score -787843.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -787967.437500 Penalty: 4496.739746
	Iteration 9Q: 3 clusters Score -787967.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -788063.000000 Penalty: 4496.739746
	Iteration 10Q: 3 clusters Score -788063 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -788141.250000 Penalty: 4496.739746
	Iteration 11Q: 3 clusters Score -788141.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -788223.375000 Penalty: 4496.739746
	Iteration 12Q: 3 clusters Score -788223.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -788292.875000 Penalty: 4496.739746
	Iteration 13Q: 3 clusters Score -788292.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -788344.250000 Penalty: 4496.739746
	Iteration 14Q: 3 clusters Score -788344.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -788391.125000 Penalty: 4496.739746
	Iteration 15Q: 3 clusters Score -788391.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -788430.187500 Penalty: 4496.739746
	Iteration 16Q: 3 clusters Score -788430.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -788454.187500 Penalty: 4496.739746
	Iteration 17Q: 3 clusters Score -788454.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -788468.812500 Penalty: 4496.739746
	Iteration 18Q: 3 clusters Score -788468.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -788485.937500 Penalty: 4496.739746
	Iteration 19Q: 3 clusters Score -788485.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -788501.312500 Penalty: 4496.739746
	Iteration 20F: 3 clusters Score -788501.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -788522.312500 Penalty: 4496.739746
	Iteration 21Q: 3 clusters Score -788522.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -788546.062500 Penalty: 4496.739746
	Iteration 22Q: 3 clusters Score -788546.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -788565.562500 Penalty: 4496.739746
	Iteration 23Q: 3 clusters Score -788565.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -788579.187500 Penalty: 4496.739746
	Iteration 24Q: 3 clusters Score -788579.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -788595.375000 Penalty: 4496.739746
	Iteration 25Q: 3 clusters Score -788595.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -788606.562500 Penalty: 4496.739746
	Iteration 26Q: 3 clusters Score -788606.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -788615.000000 Penalty: 4496.739746
	Iteration 27Q: 3 clusters Score -788615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -788624.937500 Penalty: 4496.739746
	Iteration 28Q: 3 clusters Score -788624.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -788632.812500 Penalty: 4496.739746
	Iteration 29Q: 3 clusters Score -788632.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -788638.687500 Penalty: 4496.739746
	Iteration 30Q: 3 clusters Score -788638.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -788643.437500 Penalty: 4496.739746
	Iteration 31Q: 3 clusters Score -788643.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -788653.875000 Penalty: 4496.739746
	Iteration 32Q: 3 clusters Score -788653.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -788663.062500 Penalty: 4496.739746
	Iteration 33Q: 3 clusters Score -788663.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -788677.562500 Penalty: 4496.739746
	Iteration 34Q: 3 clusters Score -788677.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -788694.062500 Penalty: 4496.739746
	Iteration 35Q: 3 clusters Score -788694.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -788709.437500 Penalty: 4496.739746
	Iteration 36Q: 3 clusters Score -788709.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -788724.062500 Penalty: 4496.739746
	Iteration 37Q: 3 clusters Score -788724.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -788734.062500 Penalty: 4496.739746
	Iteration 38Q: 3 clusters Score -788734.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -788741.375000 Penalty: 4496.739746
	Iteration 39Q: 3 clusters Score -788741.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -788753.312500 Penalty: 4496.739746
	Iteration 40F: 3 clusters Score -788753.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -788764.125000 Penalty: 4496.739746
	Iteration 41Q: 3 clusters Score -788764.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -788770.937500 Penalty: 4496.739746
	Iteration 42Q: 3 clusters Score -788770.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -788783.125000 Penalty: 4496.739746
	Iteration 43Q: 3 clusters Score -788783.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -788786.500000 Penalty: 4496.739746
	Iteration 44Q: 3 clusters Score -788786.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -788795.562500 Penalty: 4496.739746
	Iteration 45Q: 3 clusters Score -788795.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -788800.875000 Penalty: 4496.739746
	Iteration 46Q: 3 clusters Score -788800.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -788811.937500 Penalty: 4496.739746
	Iteration 47Q: 3 clusters Score -788811.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -788823.625000 Penalty: 4496.739746
	Iteration 48Q: 3 clusters Score -788823.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -788829.250000 Penalty: 4496.739746
	Iteration 49Q: 3 clusters Score -788829.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -788835.750000 Penalty: 4496.739746
	Iteration 50Q: 3 clusters Score -788835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -788837.562500 Penalty: 4496.739746
	Iteration 51Q: 3 clusters Score -788837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -788841.750000 Penalty: 4496.739746
	Iteration 52Q: 3 clusters Score -788841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -788843.000000 Penalty: 4496.739746
	Iteration 53Q: 3 clusters Score -788843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -788848.125000 Penalty: 4496.739746
	Iteration 54Q: 3 clusters Score -788848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -788848.875000 Penalty: 4496.739746
	Iteration 55Q: 3 clusters Score -788848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -788849.562500 Penalty: 4496.739746
	Iteration 56Q: 3 clusters Score -788849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -788851.625000 Penalty: 4496.739746
	Iteration 57Q: 3 clusters Score -788851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -788855.375000 Penalty: 4496.739746
	Iteration 58Q: 3 clusters Score -788855.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -788860.812500 Penalty: 4496.739746
	Iteration 59Q: 3 clusters Score -788860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -788864.625000 Penalty: 4496.739746
	Iteration 60F: 3 clusters Score -788864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -788867.937500 Penalty: 4496.739746
	Iteration 61Q: 3 clusters Score -788867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -788870.187500 Penalty: 4496.739746
	Iteration 62Q: 3 clusters Score -788870.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -788873.812500 Penalty: 4496.739746
	Iteration 63Q: 3 clusters Score -788873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -788875.125000 Penalty: 4496.739746
	Iteration 64Q: 3 clusters Score -788875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -788877.687500 Penalty: 4496.739746
	Iteration 65Q: 3 clusters Score -788877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -788879.687500 Penalty: 4496.739746
	Iteration 66Q: 3 clusters Score -788879.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -788879.750000 Penalty: 4496.739746
	Iteration 67Q: 3 clusters Score -788879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -788883.875000 Penalty: 4496.739746
	Iteration 68Q: 3 clusters Score -788883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -788885.437500 Penalty: 4496.739746
	Iteration 69Q: 3 clusters Score -788885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -788888.062500 Penalty: 4496.739746
	Iteration 70Q: 3 clusters Score -788888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -788889.937500 Penalty: 4496.739746
	Iteration 71Q: 3 clusters Score -788889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -788890.500000 Penalty: 4496.739746
	Iteration 72Q: 3 clusters Score -788890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -788891.125000 Penalty: 4496.739746
	Iteration 73Q: 3 clusters Score -788891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -788892.875000 Penalty: 4496.739746
	Iteration 74Q: 3 clusters Score -788892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -788891.937500 Penalty: 4496.739746
	Iteration 75Q: 3 clusters Score -788891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -788892.875000 Penalty: 4496.739746
	Iteration 76Q: 3 clusters Score -788892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -788893.312500 Penalty: 4496.739746
	Iteration 77Q: 3 clusters Score -788893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -788893.312500 Penalty: 4496.739746
	Iteration 78Q: 3 clusters Score -788893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -788893.250000 Penalty: 4496.739746
	Iteration 79Q: 3 clusters Score -788893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -788893.625000 Penalty: 4496.739746
	Iteration 80F: 3 clusters Score -788893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -788894.687500 Penalty: 4496.739746
	Iteration 81Q: 3 clusters Score -788894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -788895.187500 Penalty: 4496.739746
	Iteration 82Q: 3 clusters Score -788895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -788896.375000 Penalty: 4496.739746
	Iteration 83Q: 3 clusters Score -788896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -788897.437500 Penalty: 4496.739746
	Iteration 84Q: 3 clusters Score -788897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -788897.437500 Penalty: 4496.739746
	Iteration 85F: 3 clusters Score -788897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -531020.187500 Penalty: 2110.271973
	Iteration 0F: 2 clusters Score -531020.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -526537.250000 Penalty: 4220.543945
	Iteration 0F: 3 clusters Score -526537.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -527702.562500 Penalty: 4220.543945
	Iteration 1F: 3 clusters Score -527702.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -527985.812500 Penalty: 4220.543945
	Iteration 2F: 3 clusters Score -527985.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -528157.750000 Penalty: 4220.543945
	Iteration 3F: 3 clusters Score -528157.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -528299.437500 Penalty: 4220.543945
	Iteration 4Q: 3 clusters Score -528299.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -528421.937500 Penalty: 4220.543945
	Iteration 5Q: 3 clusters Score -528421.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -528533.250000 Penalty: 4220.543945
	Iteration 6Q: 3 clusters Score -528533.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -528626.625000 Penalty: 4220.543945
	Iteration 7Q: 3 clusters Score -528626.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -528708.375000 Penalty: 4220.543945
	Iteration 8Q: 3 clusters Score -528708.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -528764.062500 Penalty: 4220.543945
	Iteration 9Q: 3 clusters Score -528764.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -528827.125000 Penalty: 4220.543945
	Iteration 10Q: 3 clusters Score -528827.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -528887.312500 Penalty: 4220.543945
	Iteration 11Q: 3 clusters Score -528887.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -528951.812500 Penalty: 4220.543945
	Iteration 12Q: 3 clusters Score -528951.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -529010.125000 Penalty: 4220.543945
	Iteration 13Q: 3 clusters Score -529010.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -529062.875000 Penalty: 4220.543945
	Iteration 14Q: 3 clusters Score -529062.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -529111.062500 Penalty: 4220.543945
	Iteration 15Q: 3 clusters Score -529111.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -529153.937500 Penalty: 4220.543945
	Iteration 16Q: 3 clusters Score -529153.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -529182.437500 Penalty: 4220.543945
	Iteration 17Q: 3 clusters Score -529182.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -529202.750000 Penalty: 4220.543945
	Iteration 18Q: 3 clusters Score -529202.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -529224.500000 Penalty: 4220.543945
	Iteration 19Q: 3 clusters Score -529224.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -529248.750000 Penalty: 4220.543945
	Iteration 20F: 3 clusters Score -529248.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -529271.187500 Penalty: 4220.543945
	Iteration 21Q: 3 clusters Score -529271.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529303.437500 Penalty: 4220.543945
	Iteration 22Q: 3 clusters Score -529303.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -529334.187500 Penalty: 4220.543945
	Iteration 23Q: 3 clusters Score -529334.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -529362.562500 Penalty: 4220.543945
	Iteration 24Q: 3 clusters Score -529362.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -529388.375000 Penalty: 4220.543945
	Iteration 25Q: 3 clusters Score -529388.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -529415.312500 Penalty: 4220.543945
	Iteration 26Q: 3 clusters Score -529415.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -529438.625000 Penalty: 4220.543945
	Iteration 27Q: 3 clusters Score -529438.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -529456.687500 Penalty: 4220.543945
	Iteration 28Q: 3 clusters Score -529456.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -529478.687500 Penalty: 4220.543945
	Iteration 29Q: 3 clusters Score -529478.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -529505.250000 Penalty: 4220.543945
	Iteration 30Q: 3 clusters Score -529505.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -529523.187500 Penalty: 4220.543945
	Iteration 31Q: 3 clusters Score -529523.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -529537.687500 Penalty: 4220.543945
	Iteration 32Q: 3 clusters Score -529537.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -529553.437500 Penalty: 4220.543945
	Iteration 33Q: 3 clusters Score -529553.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -529570.687500 Penalty: 4220.543945
	Iteration 34Q: 3 clusters Score -529570.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -529583.625000 Penalty: 4220.543945
	Iteration 35Q: 3 clusters Score -529583.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -529598.937500 Penalty: 4220.543945
	Iteration 36Q: 3 clusters Score -529598.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -529623.062500 Penalty: 4220.543945
	Iteration 37Q: 3 clusters Score -529623.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -529646.625000 Penalty: 4220.543945
	Iteration 38Q: 3 clusters Score -529646.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -529671.187500 Penalty: 4220.543945
	Iteration 39Q: 3 clusters Score -529671.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -529692.500000 Penalty: 4220.543945
	Iteration 40F: 3 clusters Score -529692.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -529707.250000 Penalty: 4220.543945
	Iteration 41Q: 3 clusters Score -529707.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -529720.562500 Penalty: 4220.543945
	Iteration 42Q: 3 clusters Score -529720.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -529739.250000 Penalty: 4220.543945
	Iteration 43Q: 3 clusters Score -529739.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -529760.562500 Penalty: 4220.543945
	Iteration 44Q: 3 clusters Score -529760.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -529774.187500 Penalty: 4220.543945
	Iteration 45Q: 3 clusters Score -529774.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -529787.062500 Penalty: 4220.543945
	Iteration 46Q: 3 clusters Score -529787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -529798.750000 Penalty: 4220.543945
	Iteration 47Q: 3 clusters Score -529798.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -529808.437500 Penalty: 4220.543945
	Iteration 48Q: 3 clusters Score -529808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -529816.312500 Penalty: 4220.543945
	Iteration 49Q: 3 clusters Score -529816.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -529821.062500 Penalty: 4220.543945
	Iteration 50Q: 3 clusters Score -529821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -529826.937500 Penalty: 4220.543945
	Iteration 51Q: 3 clusters Score -529826.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -529832.437500 Penalty: 4220.543945
	Iteration 52Q: 3 clusters Score -529832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -529838.187500 Penalty: 4220.543945
	Iteration 53Q: 3 clusters Score -529838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -529843.250000 Penalty: 4220.543945
	Iteration 54Q: 3 clusters Score -529843.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -529848.000000 Penalty: 4220.543945
	Iteration 55Q: 3 clusters Score -529848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -529853.500000 Penalty: 4220.543945
	Iteration 56Q: 3 clusters Score -529853.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -529855.812500 Penalty: 4220.543945
	Iteration 57Q: 3 clusters Score -529855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -529860.312500 Penalty: 4220.543945
	Iteration 58Q: 3 clusters Score -529860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -529864.687500 Penalty: 4220.543945
	Iteration 59Q: 3 clusters Score -529864.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -529866.562500 Penalty: 4220.543945
	Iteration 60F: 3 clusters Score -529866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -529871.125000 Penalty: 4220.543945
	Iteration 61Q: 3 clusters Score -529871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -529876.937500 Penalty: 4220.543945
	Iteration 62Q: 3 clusters Score -529876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -529882.687500 Penalty: 4220.543945
	Iteration 63Q: 3 clusters Score -529882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -529885.687500 Penalty: 4220.543945
	Iteration 64Q: 3 clusters Score -529885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -529887.937500 Penalty: 4220.543945
	Iteration 65Q: 3 clusters Score -529887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -529888.187500 Penalty: 4220.543945
	Iteration 66Q: 3 clusters Score -529888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -529889.812500 Penalty: 4220.543945
	Iteration 67Q: 3 clusters Score -529889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -529889.875000 Penalty: 4220.543945
	Iteration 68Q: 3 clusters Score -529889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -529889.625000 Penalty: 4220.543945
	Iteration 69Q: 3 clusters Score -529889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -529890.687500 Penalty: 4220.543945
	Iteration 70Q: 3 clusters Score -529890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -529892.625000 Penalty: 4220.543945
	Iteration 71Q: 3 clusters Score -529892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -529891.687500 Penalty: 4220.543945
	Iteration 72Q: 3 clusters Score -529891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -529891.687500 Penalty: 4220.543945
	Iteration 73F: 3 clusters Score -529891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -488785.281250 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -488785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -484546.750000 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -484546.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -485831.218750 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -485831.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -486415.906250 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -486415.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -486831.187500 Penalty: 4172.709961
	Iteration 3F: 3 clusters Score -486831.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -487260.000000 Penalty: 4172.709961
	Iteration 4F: 3 clusters Score -487260 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -487654.312500 Penalty: 4172.709961
	Iteration 5F: 3 clusters Score -487654.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -487952.250000 Penalty: 4172.709961
	Iteration 6F: 3 clusters Score -487952.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -488158.750000 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -488158.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -488274.750000 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -488274.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -488341.593750 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -488341.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -488372.406250 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -488372.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -488393.375000 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -488393.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -488408.968750 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -488409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -488426.437500 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -488426.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -488437.968750 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -488438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -488443.875000 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -488443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -488450.468750 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -488450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -488454.000000 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -488454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -488456.187500 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -488456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -488456.656250 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -488456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -488456.937500 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -488456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -488457.468750 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -488457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -488459.281250 Penalty: 4172.709961
	Iteration 22Q: 3 clusters Score -488459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -488459.343750 Penalty: 4172.709961
	Iteration 23Q: 3 clusters Score -488459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -488459.687500 Penalty: 4172.709961
	Iteration 24Q: 3 clusters Score -488459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -488459.562500 Penalty: 4172.709961
	Iteration 25Q: 3 clusters Score -488459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -488460.250000 Penalty: 4172.709961
	Iteration 26Q: 3 clusters Score -488460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -488460.250000 Penalty: 4172.709961
	Iteration 27F: 3 clusters Score -488460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1192697.500000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1192698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1184829.125000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1184829 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1187078.125000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1187078 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1187343.500000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1187344 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1187532.125000 Penalty: 4584.000000
	Iteration 3Q: 3 clusters Score -1187532 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1187683.625000 Penalty: 4584.000000
	Iteration 4Q: 3 clusters Score -1187684 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1187809.250000 Penalty: 4584.000000
	Iteration 5Q: 3 clusters Score -1187809 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1187950.750000 Penalty: 4584.000000
	Iteration 6Q: 3 clusters Score -1187951 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1188109.625000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1188110 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1188289.500000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1188290 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1188484.125000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1188484 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1188695.500000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1188696 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1188878.250000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1188878 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1189037.125000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1189037 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1189164.625000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1189165 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1189264.875000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1189265 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1189336.000000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1189336 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1189387.625000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1189388 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1189425.125000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1189425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1189460.250000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1189460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1189479.875000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1189480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1189496.250000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1189496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1189512.750000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1189513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1189525.000000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1189525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1189537.500000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1189538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1189550.250000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1189550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1189558.875000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1189559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1189568.000000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1189568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1189580.250000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1189580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1189591.000000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1189591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1189600.375000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1189600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1189612.625000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1189613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1189623.875000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1189624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1189633.375000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1189633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1189642.750000 Penalty: 4584.000000
	Iteration 33Q: 3 clusters Score -1189643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1189655.750000 Penalty: 4584.000000
	Iteration 34Q: 3 clusters Score -1189656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1189668.000000 Penalty: 4584.000000
	Iteration 35Q: 3 clusters Score -1189668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1189675.125000 Penalty: 4584.000000
	Iteration 36Q: 3 clusters Score -1189675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1189685.875000 Penalty: 4584.000000
	Iteration 37Q: 3 clusters Score -1189686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1189697.375000 Penalty: 4584.000000
	Iteration 38Q: 3 clusters Score -1189697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1189718.125000 Penalty: 4584.000000
	Iteration 39Q: 3 clusters Score -1189718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1189736.000000 Penalty: 4584.000000
	Iteration 40F: 3 clusters Score -1189736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1189756.125000 Penalty: 4584.000000
	Iteration 41Q: 3 clusters Score -1189756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1189772.875000 Penalty: 4584.000000
	Iteration 42Q: 3 clusters Score -1189773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1189791.500000 Penalty: 4584.000000
	Iteration 43Q: 3 clusters Score -1189792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1189808.750000 Penalty: 4584.000000
	Iteration 44Q: 3 clusters Score -1189809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1189820.500000 Penalty: 4584.000000
	Iteration 45Q: 3 clusters Score -1189820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1189835.375000 Penalty: 4584.000000
	Iteration 46Q: 3 clusters Score -1189835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1189849.625000 Penalty: 4584.000000
	Iteration 47Q: 3 clusters Score -1189850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1189860.750000 Penalty: 4584.000000
	Iteration 48Q: 3 clusters Score -1189861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1189876.750000 Penalty: 4584.000000
	Iteration 49Q: 3 clusters Score -1189877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1189889.625000 Penalty: 4584.000000
	Iteration 50Q: 3 clusters Score -1189890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1189905.750000 Penalty: 4584.000000
	Iteration 51Q: 3 clusters Score -1189906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1189921.875000 Penalty: 4584.000000
	Iteration 52Q: 3 clusters Score -1189922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1189952.000000 Penalty: 4584.000000
	Iteration 53Q: 3 clusters Score -1189952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1189974.250000 Penalty: 4584.000000
	Iteration 54Q: 3 clusters Score -1189974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1189997.250000 Penalty: 4584.000000
	Iteration 55Q: 3 clusters Score -1189997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1190030.250000 Penalty: 4584.000000
	Iteration 56Q: 3 clusters Score -1190030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1190064.750000 Penalty: 4584.000000
	Iteration 57Q: 3 clusters Score -1190065 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1190108.375000 Penalty: 4584.000000
	Iteration 58Q: 3 clusters Score -1190108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1190149.500000 Penalty: 4584.000000
	Iteration 59Q: 3 clusters Score -1190150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1190196.375000 Penalty: 4584.000000
	Iteration 60F: 3 clusters Score -1190196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1190242.125000 Penalty: 4584.000000
	Iteration 61Q: 3 clusters Score -1190242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1190291.000000 Penalty: 4584.000000
	Iteration 62Q: 3 clusters Score -1190291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1190330.250000 Penalty: 4584.000000
	Iteration 63Q: 3 clusters Score -1190330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1190372.875000 Penalty: 4584.000000
	Iteration 64Q: 3 clusters Score -1190373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1190412.375000 Penalty: 4584.000000
	Iteration 65Q: 3 clusters Score -1190412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1190443.250000 Penalty: 4584.000000
	Iteration 66Q: 3 clusters Score -1190443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1190466.125000 Penalty: 4584.000000
	Iteration 67Q: 3 clusters Score -1190466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1190492.375000 Penalty: 4584.000000
	Iteration 68Q: 3 clusters Score -1190492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1190515.375000 Penalty: 4584.000000
	Iteration 69Q: 3 clusters Score -1190515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1190535.250000 Penalty: 4584.000000
	Iteration 70Q: 3 clusters Score -1190535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1190558.125000 Penalty: 4584.000000
	Iteration 71Q: 3 clusters Score -1190558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1190576.250000 Penalty: 4584.000000
	Iteration 72Q: 3 clusters Score -1190576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1190583.625000 Penalty: 4584.000000
	Iteration 73Q: 3 clusters Score -1190584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1190595.500000 Penalty: 4584.000000
	Iteration 74Q: 3 clusters Score -1190596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1190609.125000 Penalty: 4584.000000
	Iteration 75Q: 3 clusters Score -1190609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1190619.250000 Penalty: 4584.000000
	Iteration 76Q: 3 clusters Score -1190619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1190630.500000 Penalty: 4584.000000
	Iteration 77Q: 3 clusters Score -1190630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1190636.875000 Penalty: 4584.000000
	Iteration 78Q: 3 clusters Score -1190637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1190640.125000 Penalty: 4584.000000
	Iteration 79Q: 3 clusters Score -1190640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1190650.125000 Penalty: 4584.000000
	Iteration 80F: 3 clusters Score -1190650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1190649.000000 Penalty: 4584.000000
	Iteration 81Q: 3 clusters Score -1190649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1190650.375000 Penalty: 4584.000000
	Iteration 82Q: 3 clusters Score -1190650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1190653.000000 Penalty: 4584.000000
	Iteration 83Q: 3 clusters Score -1190653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1190651.750000 Penalty: 4584.000000
	Iteration 84Q: 3 clusters Score -1190652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1190656.875000 Penalty: 4584.000000
	Iteration 85Q: 3 clusters Score -1190657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1190657.125000 Penalty: 4584.000000
	Iteration 86Q: 3 clusters Score -1190657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1190657.625000 Penalty: 4584.000000
	Iteration 87Q: 3 clusters Score -1190658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1190657.125000 Penalty: 4584.000000
	Iteration 88Q: 3 clusters Score -1190657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1190659.500000 Penalty: 4584.000000
	Iteration 89Q: 3 clusters Score -1190660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1190661.125000 Penalty: 4584.000000
	Iteration 90Q: 3 clusters Score -1190661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1190661.375000 Penalty: 4584.000000
	Iteration 91Q: 3 clusters Score -1190661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1190661.375000 Penalty: 4584.000000
	Iteration 92F: 3 clusters Score -1190661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -644197.375000 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -644197.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -639321.250000 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -639321.2 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -640478.937500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -640478.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -640708.312500 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -640708.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -640831.937500 Penalty: 4275.753906
	Iteration 3Q: 3 clusters Score -640831.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640904.250000 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -640904.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -640968.500000 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -640968.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -641015.687500 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -641015.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -641045.125000 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -641045.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -641075.437500 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -641075.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -641098.812500 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -641098.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -641122.437500 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -641122.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -641136.562500 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -641136.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -641151.187500 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -641151.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -641166.500000 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -641166.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -641182.812500 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -641182.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -641197.625000 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -641197.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -641214.562500 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -641214.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -641235.312500 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -641235.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641248.500000 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -641248.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -641264.437500 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -641264.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -641276.500000 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -641276.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -641284.437500 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -641284.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -641292.250000 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -641292.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -641299.875000 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -641299.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -641313.812500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -641313.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -641326.062500 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -641326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -641338.125000 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -641338.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -641353.250000 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -641353.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -641371.625000 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -641371.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -641380.937500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -641380.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -641391.562500 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -641391.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -641402.125000 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -641402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -641411.562500 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -641411.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -641419.687500 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -641419.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -641431.562500 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -641431.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -641442.375000 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -641442.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -641454.687500 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -641454.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -641463.875000 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -641463.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -641472.750000 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -641472.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -641481.875000 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -641481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -641492.812500 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -641492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -641505.062500 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -641505.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -641517.500000 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -641517.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -641533.125000 Penalty: 4275.753906
	Iteration 43Q: 3 clusters Score -641533.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -641545.750000 Penalty: 4275.753906
	Iteration 44Q: 3 clusters Score -641545.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -641563.062500 Penalty: 4275.753906
	Iteration 45Q: 3 clusters Score -641563.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -641583.312500 Penalty: 4275.753906
	Iteration 46Q: 3 clusters Score -641583.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -641600.312500 Penalty: 4275.753906
	Iteration 47Q: 3 clusters Score -641600.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -641621.875000 Penalty: 4275.753906
	Iteration 48Q: 3 clusters Score -641621.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -641646.000000 Penalty: 4275.753906
	Iteration 49Q: 3 clusters Score -641646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -641673.312500 Penalty: 4275.753906
	Iteration 50Q: 3 clusters Score -641673.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -641696.375000 Penalty: 4275.753906
	Iteration 51Q: 3 clusters Score -641696.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -641717.937500 Penalty: 4275.753906
	Iteration 52Q: 3 clusters Score -641717.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -641739.937500 Penalty: 4275.753906
	Iteration 53Q: 3 clusters Score -641739.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -641763.625000 Penalty: 4275.753906
	Iteration 54Q: 3 clusters Score -641763.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -641794.375000 Penalty: 4275.753906
	Iteration 55Q: 3 clusters Score -641794.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -641828.187500 Penalty: 4275.753906
	Iteration 56Q: 3 clusters Score -641828.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -641863.000000 Penalty: 4275.753906
	Iteration 57Q: 3 clusters Score -641863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -641885.375000 Penalty: 4275.753906
	Iteration 58Q: 3 clusters Score -641885.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -641913.750000 Penalty: 4275.753906
	Iteration 59Q: 3 clusters Score -641913.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -641949.625000 Penalty: 4275.753906
	Iteration 60F: 3 clusters Score -641949.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -641979.875000 Penalty: 4275.753906
	Iteration 61Q: 3 clusters Score -641979.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -642002.687500 Penalty: 4275.753906
	Iteration 62Q: 3 clusters Score -642002.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -642025.500000 Penalty: 4275.753906
	Iteration 63Q: 3 clusters Score -642025.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -642053.312500 Penalty: 4275.753906
	Iteration 64Q: 3 clusters Score -642053.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -642077.375000 Penalty: 4275.753906
	Iteration 65Q: 3 clusters Score -642077.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -642096.125000 Penalty: 4275.753906
	Iteration 66Q: 3 clusters Score -642096.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -642113.625000 Penalty: 4275.753906
	Iteration 67Q: 3 clusters Score -642113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -642129.750000 Penalty: 4275.753906
	Iteration 68Q: 3 clusters Score -642129.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -642148.187500 Penalty: 4275.753906
	Iteration 69Q: 3 clusters Score -642148.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -642162.687500 Penalty: 4275.753906
	Iteration 70Q: 3 clusters Score -642162.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -642181.687500 Penalty: 4275.753906
	Iteration 71Q: 3 clusters Score -642181.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -642200.062500 Penalty: 4275.753906
	Iteration 72Q: 3 clusters Score -642200.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -642212.312500 Penalty: 4275.753906
	Iteration 73Q: 3 clusters Score -642212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -642223.062500 Penalty: 4275.753906
	Iteration 74Q: 3 clusters Score -642223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -642237.312500 Penalty: 4275.753906
	Iteration 75Q: 3 clusters Score -642237.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -642247.562500 Penalty: 4275.753906
	Iteration 76Q: 3 clusters Score -642247.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -642258.437500 Penalty: 4275.753906
	Iteration 77Q: 3 clusters Score -642258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -642265.812500 Penalty: 4275.753906
	Iteration 78Q: 3 clusters Score -642265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -642270.000000 Penalty: 4275.753906
	Iteration 79Q: 3 clusters Score -642270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -642276.687500 Penalty: 4275.753906
	Iteration 80F: 3 clusters Score -642276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -642279.000000 Penalty: 4275.753906
	Iteration 81Q: 3 clusters Score -642279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -642280.437500 Penalty: 4275.753906
	Iteration 82Q: 3 clusters Score -642280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -642281.500000 Penalty: 4275.753906
	Iteration 83Q: 3 clusters Score -642281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -642283.125000 Penalty: 4275.753906
	Iteration 84Q: 3 clusters Score -642283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -642283.125000 Penalty: 4275.753906
	Iteration 85F: 3 clusters Score -642283.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -213018.078125 Penalty: 1873.604980
	Iteration 0F: 2 clusters Score -213018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210461.750000 Penalty: 3747.209961
	Iteration 0F: 3 clusters Score -210461.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210943.296875 Penalty: 3747.209961
	Iteration 1F: 3 clusters Score -210943.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211087.687500 Penalty: 3747.209961
	Iteration 2F: 3 clusters Score -211087.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -211162.640625 Penalty: 3747.209961
	Iteration 3Q: 3 clusters Score -211162.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -211216.078125 Penalty: 3747.209961
	Iteration 4Q: 3 clusters Score -211216.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -211253.187500 Penalty: 3747.209961
	Iteration 5Q: 3 clusters Score -211253.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211268.750000 Penalty: 3747.209961
	Iteration 6Q: 3 clusters Score -211268.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -211280.484375 Penalty: 3747.209961
	Iteration 7Q: 3 clusters Score -211280.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -211289.265625 Penalty: 3747.209961
	Iteration 8Q: 3 clusters Score -211289.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -211297.656250 Penalty: 3747.209961
	Iteration 9Q: 3 clusters Score -211297.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -211309.062500 Penalty: 3747.209961
	Iteration 10Q: 3 clusters Score -211309.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -211324.000000 Penalty: 3747.209961
	Iteration 11Q: 3 clusters Score -211324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -211330.968750 Penalty: 3747.209961
	Iteration 12Q: 3 clusters Score -211331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -211335.906250 Penalty: 3747.209961
	Iteration 13Q: 3 clusters Score -211335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211346.296875 Penalty: 3747.209961
	Iteration 14Q: 3 clusters Score -211346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -211352.937500 Penalty: 3747.209961
	Iteration 15Q: 3 clusters Score -211352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211359.609375 Penalty: 3747.209961
	Iteration 16Q: 3 clusters Score -211359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -211365.703125 Penalty: 3747.209961
	Iteration 17Q: 3 clusters Score -211365.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -211379.187500 Penalty: 3747.209961
	Iteration 18Q: 3 clusters Score -211379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -211390.734375 Penalty: 3747.209961
	Iteration 19Q: 3 clusters Score -211390.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -211401.312500 Penalty: 3747.209961
	Iteration 20F: 3 clusters Score -211401.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -211409.875000 Penalty: 3747.209961
	Iteration 21Q: 3 clusters Score -211409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -211415.296875 Penalty: 3747.209961
	Iteration 22Q: 3 clusters Score -211415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -211420.296875 Penalty: 3747.209961
	Iteration 23Q: 3 clusters Score -211420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211426.187500 Penalty: 3747.209961
	Iteration 24Q: 3 clusters Score -211426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -211430.421875 Penalty: 3747.209961
	Iteration 25Q: 3 clusters Score -211430.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -211443.640625 Penalty: 3747.209961
	Iteration 26Q: 3 clusters Score -211443.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -211455.375000 Penalty: 3747.209961
	Iteration 27Q: 3 clusters Score -211455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -211464.125000 Penalty: 3747.209961
	Iteration 28Q: 3 clusters Score -211464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -211468.515625 Penalty: 3747.209961
	Iteration 29Q: 3 clusters Score -211468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -211472.343750 Penalty: 3747.209961
	Iteration 30Q: 3 clusters Score -211472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -211474.406250 Penalty: 3747.209961
	Iteration 31Q: 3 clusters Score -211474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -211474.796875 Penalty: 3747.209961
	Iteration 32Q: 3 clusters Score -211474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -211474.812500 Penalty: 3747.209961
	Iteration 33Q: 3 clusters Score -211474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211475.484375 Penalty: 3747.209961
	Iteration 34Q: 3 clusters Score -211475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -211475.484375 Penalty: 3747.209961
	Iteration 35Q: 3 clusters Score -211475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -211475.781250 Penalty: 3747.209961
	Iteration 36Q: 3 clusters Score -211475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211477.500000 Penalty: 3747.209961
	Iteration 37Q: 3 clusters Score -211477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -211480.187500 Penalty: 3747.209961
	Iteration 38Q: 3 clusters Score -211480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211481.625000 Penalty: 3747.209961
	Iteration 39Q: 3 clusters Score -211481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211482.781250 Penalty: 3747.209961
	Iteration 40F: 3 clusters Score -211482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211485.140625 Penalty: 3747.209961
	Iteration 41Q: 3 clusters Score -211485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -211485.468750 Penalty: 3747.209961
	Iteration 42Q: 3 clusters Score -211485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211485.859375 Penalty: 3747.209961
	Iteration 43Q: 3 clusters Score -211485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -211486.234375 Penalty: 3747.209961
	Iteration 44Q: 3 clusters Score -211486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -211487.593750 Penalty: 3747.209961
	Iteration 45Q: 3 clusters Score -211487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211488.015625 Penalty: 3747.209961
	Iteration 46Q: 3 clusters Score -211488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211488.015625 Penalty: 3747.209961
	Iteration 47F: 3 clusters Score -211488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -287837.812500 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -287837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -284826.250000 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -284826.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -285429.593750 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -285429.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285593.593750 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -285593.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285699.437500 Penalty: 3915.766846
	Iteration 3Q: 3 clusters Score -285699.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285790.625000 Penalty: 3915.766846
	Iteration 4Q: 3 clusters Score -285790.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285865.968750 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -285866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -285929.000000 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -285929 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285976.343750 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -285976.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -286022.593750 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -286022.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -286064.406250 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -286064.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -286103.156250 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -286103.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286144.500000 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -286144.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286177.531250 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -286177.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -286215.687500 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -286215.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -286267.812500 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -286267.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -286326.468750 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -286326.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -286387.343750 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -286387.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -286435.781250 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -286435.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286523.468750 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -286523.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -286629.625000 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -286629.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -286771.968750 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -286772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286910.312500 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -286910.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287003.437500 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -287003.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287053.656250 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -287053.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287093.000000 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -287093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287126.281250 Penalty: 3915.766846
	Iteration 25Q: 3 clusters Score -287126.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -287149.218750 Penalty: 3915.766846
	Iteration 26Q: 3 clusters Score -287149.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287164.093750 Penalty: 3915.766846
	Iteration 27Q: 3 clusters Score -287164.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -287183.000000 Penalty: 3915.766846
	Iteration 28Q: 3 clusters Score -287183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287197.625000 Penalty: 3915.766846
	Iteration 29Q: 3 clusters Score -287197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287212.281250 Penalty: 3915.766846
	Iteration 30Q: 3 clusters Score -287212.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -287221.062500 Penalty: 3915.766846
	Iteration 31Q: 3 clusters Score -287221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287225.531250 Penalty: 3915.766846
	Iteration 32Q: 3 clusters Score -287225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287229.875000 Penalty: 3915.766846
	Iteration 33Q: 3 clusters Score -287229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -287231.437500 Penalty: 3915.766846
	Iteration 34Q: 3 clusters Score -287231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -287232.687500 Penalty: 3915.766846
	Iteration 35Q: 3 clusters Score -287232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287235.843750 Penalty: 3915.766846
	Iteration 36Q: 3 clusters Score -287235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287237.125000 Penalty: 3915.766846
	Iteration 37Q: 3 clusters Score -287237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287237.812500 Penalty: 3915.766846
	Iteration 38Q: 3 clusters Score -287237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287237.812500 Penalty: 3915.766846
	Iteration 39F: 3 clusters Score -287237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -259443.984375 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -259444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -256621.718750 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -256621.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -257249.875000 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -257249.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -257428.968750 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -257429 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257525.984375 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -257526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257599.953125 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -257600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257652.703125 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -257652.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -257689.953125 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -257690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -257710.750000 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -257710.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -257723.953125 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -257724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257737.640625 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -257737.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -257748.140625 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -257748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257753.453125 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -257753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257755.875000 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -257755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257762.656250 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -257762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257766.250000 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -257766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257768.109375 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -257768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257769.218750 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -257769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257770.109375 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -257770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257771.484375 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -257771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257772.828125 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -257772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257774.281250 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -257774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257775.000000 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -257775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257776.390625 Penalty: 3842.379395
	Iteration 22Q: 3 clusters Score -257776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257777.562500 Penalty: 3842.379395
	Iteration 23Q: 3 clusters Score -257777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257780.843750 Penalty: 3842.379395
	Iteration 24Q: 3 clusters Score -257780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257782.812500 Penalty: 3842.379395
	Iteration 25Q: 3 clusters Score -257782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257783.750000 Penalty: 3842.379395
	Iteration 26Q: 3 clusters Score -257783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257785.828125 Penalty: 3842.379395
	Iteration 27Q: 3 clusters Score -257785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257787.718750 Penalty: 3842.379395
	Iteration 28Q: 3 clusters Score -257787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257788.187500 Penalty: 3842.379395
	Iteration 29Q: 3 clusters Score -257788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257788.187500 Penalty: 3842.379395
	Iteration 30F: 3 clusters Score -257788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -799641.312500 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -799641.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -793722.437500 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -793722.4 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -795482.375000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -795482.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -795962.250000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -795962.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -796356.062500 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -796356.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -796731.937500 Penalty: 4415.550781
	Iteration 4F: 3 clusters Score -796731.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -797049.187500 Penalty: 4415.550781
	Iteration 5F: 3 clusters Score -797049.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -797339.937500 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -797339.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -797562.125000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -797562.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -797782.062500 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -797782.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -797970.250000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -797970.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -798117.250000 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -798117.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -798221.062500 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -798221.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -798297.625000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -798297.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -798352.312500 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -798352.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -798391.062500 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -798391.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -798425.437500 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -798425.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -798454.625000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -798454.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -798475.062500 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -798475.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -798490.687500 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -798490.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -798503.625000 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -798503.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -798518.375000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -798518.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -798527.937500 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -798527.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -798538.000000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -798538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -798548.125000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -798548.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -798554.812500 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -798554.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -798561.312500 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -798561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -798570.062500 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -798570.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -798575.687500 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -798575.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -798582.562500 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -798582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -798589.750000 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -798589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -798595.125000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -798595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -798597.687500 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -798597.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -798602.125000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -798602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -798605.500000 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -798605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -798608.750000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -798608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -798612.312500 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -798612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -798618.625000 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -798618.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -798623.625000 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -798623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -798627.062500 Penalty: 4415.550781
	Iteration 38Q: 3 clusters Score -798627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -798628.562500 Penalty: 4415.550781
	Iteration 39Q: 3 clusters Score -798628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -798630.812500 Penalty: 4415.550781
	Iteration 40F: 3 clusters Score -798630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -798634.687500 Penalty: 4415.550781
	Iteration 41Q: 3 clusters Score -798634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -798642.312500 Penalty: 4415.550781
	Iteration 42Q: 3 clusters Score -798642.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -798649.562500 Penalty: 4415.550781
	Iteration 43Q: 3 clusters Score -798649.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -798654.062500 Penalty: 4415.550781
	Iteration 44Q: 3 clusters Score -798654.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -798657.562500 Penalty: 4415.550781
	Iteration 45Q: 3 clusters Score -798657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -798657.937500 Penalty: 4415.550781
	Iteration 46Q: 3 clusters Score -798657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -798657.500000 Penalty: 4415.550781
	Iteration 47Q: 3 clusters Score -798657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -798660.000000 Penalty: 4415.550781
	Iteration 48Q: 3 clusters Score -798660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -798659.187500 Penalty: 4415.550781
	Iteration 49Q: 3 clusters Score -798659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -798660.375000 Penalty: 4415.550781
	Iteration 50Q: 3 clusters Score -798660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -798661.062500 Penalty: 4415.550781
	Iteration 51Q: 3 clusters Score -798661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -798659.625000 Penalty: 4415.550781
	Iteration 52Q: 3 clusters Score -798659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -798660.875000 Penalty: 4415.550781
	Iteration 53Q: 3 clusters Score -798660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -798664.812500 Penalty: 4415.550781
	Iteration 54Q: 3 clusters Score -798664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -798665.562500 Penalty: 4415.550781
	Iteration 55Q: 3 clusters Score -798665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -798666.187500 Penalty: 4415.550781
	Iteration 56Q: 3 clusters Score -798666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -798668.062500 Penalty: 4415.550781
	Iteration 57Q: 3 clusters Score -798668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -798665.875000 Penalty: 4415.550781
	Iteration 58Q: 3 clusters Score -798665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -798665.562500 Penalty: 4415.550781
	Iteration 59Q: 3 clusters Score -798665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -798666.375000 Penalty: 4415.550781
	Iteration 60F: 3 clusters Score -798666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -798666.375000 Penalty: 4415.550781
	Iteration 61Q: 3 clusters Score -798666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -798666.375000 Penalty: 4415.550781
	Iteration 62F: 3 clusters Score -798666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -181529.718750 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -181529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -179100.500000 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -179100.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179616.750000 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -179616.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -179845.281250 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -179845.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180029.609375 Penalty: 3702.965088
	Iteration 3F: 3 clusters Score -180029.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180172.031250 Penalty: 3702.965088
	Iteration 4F: 3 clusters Score -180172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180273.437500 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -180273.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180353.265625 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -180353.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180415.640625 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -180415.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180462.187500 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -180462.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180489.812500 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -180489.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180507.437500 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -180507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180525.546875 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -180525.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180540.890625 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -180540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -180556.781250 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -180556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180563.921875 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -180563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180567.093750 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -180567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180568.781250 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -180568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180571.203125 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -180571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180573.546875 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -180573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180573.546875 Penalty: 3702.965088
	Iteration 19F: 3 clusters Score -180573.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -230289.015625 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -230289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227612.218750 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -227612.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -228093.406250 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -228093.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228244.703125 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -228244.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -228397.328125 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -228397.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -228571.359375 Penalty: 3806.379883
	Iteration 4F: 3 clusters Score -228571.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228792.578125 Penalty: 3806.379883
	Iteration 5F: 3 clusters Score -228792.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -229014.515625 Penalty: 3806.379883
	Iteration 6F: 3 clusters Score -229014.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -229186.234375 Penalty: 3806.379883
	Iteration 7F: 3 clusters Score -229186.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229292.046875 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -229292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -229373.671875 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -229373.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229403.843750 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -229403.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229432.078125 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -229432.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229459.593750 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -229459.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -229474.437500 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -229474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229488.093750 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -229488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229491.843750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -229491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229494.968750 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -229495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229495.906250 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -229495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229496.812500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -229496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229496.812500 Penalty: 3806.379883
	Iteration 19F: 3 clusters Score -229496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -663207.500000 Penalty: 2155.945557
	Iteration 0F: 2 clusters Score -663207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -658126.375000 Penalty: 4311.891113
	Iteration 0F: 3 clusters Score -658126.4 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -659402.312500 Penalty: 4311.891113
	Iteration 1F: 3 clusters Score -659402.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -659671.187500 Penalty: 4311.891113
	Iteration 2F: 3 clusters Score -659671.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -659840.562500 Penalty: 4311.891113
	Iteration 3F: 3 clusters Score -659840.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -659959.437500 Penalty: 4311.891113
	Iteration 4Q: 3 clusters Score -659959.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -660064.437500 Penalty: 4311.891113
	Iteration 5Q: 3 clusters Score -660064.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660166.500000 Penalty: 4311.891113
	Iteration 6Q: 3 clusters Score -660166.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -660285.187500 Penalty: 4311.891113
	Iteration 7Q: 3 clusters Score -660285.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -660418.937500 Penalty: 4311.891113
	Iteration 8Q: 3 clusters Score -660418.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -660562.812500 Penalty: 4311.891113
	Iteration 9Q: 3 clusters Score -660562.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -660679.062500 Penalty: 4311.891113
	Iteration 10Q: 3 clusters Score -660679.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -660779.187500 Penalty: 4311.891113
	Iteration 11Q: 3 clusters Score -660779.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -660875.000000 Penalty: 4311.891113
	Iteration 12Q: 3 clusters Score -660875 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -660988.250000 Penalty: 4311.891113
	Iteration 13Q: 3 clusters Score -660988.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -661100.000000 Penalty: 4311.891113
	Iteration 14Q: 3 clusters Score -661100 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -661218.312500 Penalty: 4311.891113
	Iteration 15Q: 3 clusters Score -661218.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -661307.812500 Penalty: 4311.891113
	Iteration 16Q: 3 clusters Score -661307.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -661378.250000 Penalty: 4311.891113
	Iteration 17Q: 3 clusters Score -661378.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -661441.000000 Penalty: 4311.891113
	Iteration 18Q: 3 clusters Score -661441 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -661489.250000 Penalty: 4311.891113
	Iteration 19Q: 3 clusters Score -661489.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -661520.625000 Penalty: 4311.891113
	Iteration 20F: 3 clusters Score -661520.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -661551.875000 Penalty: 4311.891113
	Iteration 21Q: 3 clusters Score -661551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -661582.375000 Penalty: 4311.891113
	Iteration 22Q: 3 clusters Score -661582.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -661605.812500 Penalty: 4311.891113
	Iteration 23Q: 3 clusters Score -661605.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -661627.750000 Penalty: 4311.891113
	Iteration 24Q: 3 clusters Score -661627.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -661641.812500 Penalty: 4311.891113
	Iteration 25Q: 3 clusters Score -661641.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -661648.375000 Penalty: 4311.891113
	Iteration 26Q: 3 clusters Score -661648.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -661657.625000 Penalty: 4311.891113
	Iteration 27Q: 3 clusters Score -661657.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -661667.187500 Penalty: 4311.891113
	Iteration 28Q: 3 clusters Score -661667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -661675.062500 Penalty: 4311.891113
	Iteration 29Q: 3 clusters Score -661675.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -661680.875000 Penalty: 4311.891113
	Iteration 30Q: 3 clusters Score -661680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -661684.687500 Penalty: 4311.891113
	Iteration 31Q: 3 clusters Score -661684.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -661689.812500 Penalty: 4311.891113
	Iteration 32Q: 3 clusters Score -661689.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -661695.250000 Penalty: 4311.891113
	Iteration 33Q: 3 clusters Score -661695.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -661702.062500 Penalty: 4311.891113
	Iteration 34Q: 3 clusters Score -661702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -661710.687500 Penalty: 4311.891113
	Iteration 35Q: 3 clusters Score -661710.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -661717.062500 Penalty: 4311.891113
	Iteration 36Q: 3 clusters Score -661717.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -661724.375000 Penalty: 4311.891113
	Iteration 37Q: 3 clusters Score -661724.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -661732.500000 Penalty: 4311.891113
	Iteration 38Q: 3 clusters Score -661732.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -661738.625000 Penalty: 4311.891113
	Iteration 39Q: 3 clusters Score -661738.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -661746.375000 Penalty: 4311.891113
	Iteration 40F: 3 clusters Score -661746.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -661758.187500 Penalty: 4311.891113
	Iteration 41Q: 3 clusters Score -661758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -661762.750000 Penalty: 4311.891113
	Iteration 42Q: 3 clusters Score -661762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -661770.187500 Penalty: 4311.891113
	Iteration 43Q: 3 clusters Score -661770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -661772.937500 Penalty: 4311.891113
	Iteration 44Q: 3 clusters Score -661772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -661776.437500 Penalty: 4311.891113
	Iteration 45Q: 3 clusters Score -661776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -661777.250000 Penalty: 4311.891113
	Iteration 46Q: 3 clusters Score -661777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -661781.937500 Penalty: 4311.891113
	Iteration 47Q: 3 clusters Score -661781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -661785.500000 Penalty: 4311.891113
	Iteration 48Q: 3 clusters Score -661785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -661787.437500 Penalty: 4311.891113
	Iteration 49Q: 3 clusters Score -661787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -661792.000000 Penalty: 4311.891113
	Iteration 50Q: 3 clusters Score -661792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -661794.437500 Penalty: 4311.891113
	Iteration 51Q: 3 clusters Score -661794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -661795.937500 Penalty: 4311.891113
	Iteration 52Q: 3 clusters Score -661795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -661798.562500 Penalty: 4311.891113
	Iteration 53Q: 3 clusters Score -661798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -661798.625000 Penalty: 4311.891113
	Iteration 54Q: 3 clusters Score -661798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -661800.375000 Penalty: 4311.891113
	Iteration 55Q: 3 clusters Score -661800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -661799.812500 Penalty: 4311.891113
	Iteration 56Q: 3 clusters Score -661799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -661799.500000 Penalty: 4311.891113
	Iteration 57Q: 3 clusters Score -661799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -661800.812500 Penalty: 4311.891113
	Iteration 58Q: 3 clusters Score -661800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -661802.812500 Penalty: 4311.891113
	Iteration 59Q: 3 clusters Score -661802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -661803.937500 Penalty: 4311.891113
	Iteration 60F: 3 clusters Score -661803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -661806.000000 Penalty: 4311.891113
	Iteration 61Q: 3 clusters Score -661806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -661806.437500 Penalty: 4311.891113
	Iteration 62Q: 3 clusters Score -661806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -661806.125000 Penalty: 4311.891113
	Iteration 63Q: 3 clusters Score -661806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -661806.250000 Penalty: 4311.891113
	Iteration 64Q: 3 clusters Score -661806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -661806.250000 Penalty: 4311.891113
	Iteration 65F: 3 clusters Score -661806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -752884.062500 Penalty: 2184.512451
	Iteration 0F: 2 clusters Score -752884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -747274.625000 Penalty: 4369.024902
	Iteration 0F: 3 clusters Score -747274.6 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -748708.937500 Penalty: 4369.024902
	Iteration 1F: 3 clusters Score -748708.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -748963.187500 Penalty: 4369.024902
	Iteration 2F: 3 clusters Score -748963.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -749190.375000 Penalty: 4369.024902
	Iteration 3F: 3 clusters Score -749190.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -749414.187500 Penalty: 4369.024902
	Iteration 4F: 3 clusters Score -749414.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -749584.812500 Penalty: 4369.024902
	Iteration 5Q: 3 clusters Score -749584.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -749736.625000 Penalty: 4369.024902
	Iteration 6Q: 3 clusters Score -749736.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -749852.125000 Penalty: 4369.024902
	Iteration 7Q: 3 clusters Score -749852.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -749937.750000 Penalty: 4369.024902
	Iteration 8Q: 3 clusters Score -749937.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -750001.125000 Penalty: 4369.024902
	Iteration 9Q: 3 clusters Score -750001.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -750055.937500 Penalty: 4369.024902
	Iteration 10Q: 3 clusters Score -750055.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -750092.437500 Penalty: 4369.024902
	Iteration 11Q: 3 clusters Score -750092.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -750138.000000 Penalty: 4369.024902
	Iteration 12Q: 3 clusters Score -750138 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -750187.812500 Penalty: 4369.024902
	Iteration 13Q: 3 clusters Score -750187.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -750246.062500 Penalty: 4369.024902
	Iteration 14Q: 3 clusters Score -750246.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -750314.375000 Penalty: 4369.024902
	Iteration 15Q: 3 clusters Score -750314.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -750375.375000 Penalty: 4369.024902
	Iteration 16Q: 3 clusters Score -750375.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -750424.937500 Penalty: 4369.024902
	Iteration 17Q: 3 clusters Score -750424.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -750468.187500 Penalty: 4369.024902
	Iteration 18Q: 3 clusters Score -750468.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -750505.562500 Penalty: 4369.024902
	Iteration 19Q: 3 clusters Score -750505.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -750532.000000 Penalty: 4369.024902
	Iteration 20F: 3 clusters Score -750532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -750545.312500 Penalty: 4369.024902
	Iteration 21Q: 3 clusters Score -750545.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -750554.875000 Penalty: 4369.024902
	Iteration 22Q: 3 clusters Score -750554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -750564.750000 Penalty: 4369.024902
	Iteration 23Q: 3 clusters Score -750564.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -750569.625000 Penalty: 4369.024902
	Iteration 24Q: 3 clusters Score -750569.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -750572.937500 Penalty: 4369.024902
	Iteration 25Q: 3 clusters Score -750572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -750578.562500 Penalty: 4369.024902
	Iteration 26Q: 3 clusters Score -750578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -750582.187500 Penalty: 4369.024902
	Iteration 27Q: 3 clusters Score -750582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -750585.000000 Penalty: 4369.024902
	Iteration 28Q: 3 clusters Score -750585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -750586.312500 Penalty: 4369.024902
	Iteration 29Q: 3 clusters Score -750586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -750588.562500 Penalty: 4369.024902
	Iteration 30Q: 3 clusters Score -750588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -750588.812500 Penalty: 4369.024902
	Iteration 31Q: 3 clusters Score -750588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -750589.375000 Penalty: 4369.024902
	Iteration 32Q: 3 clusters Score -750589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -750589.562500 Penalty: 4369.024902
	Iteration 33Q: 3 clusters Score -750589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -750594.625000 Penalty: 4369.024902
	Iteration 34Q: 3 clusters Score -750594.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -750594.437500 Penalty: 4369.024902
	Iteration 35Q: 3 clusters Score -750594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -750597.000000 Penalty: 4369.024902
	Iteration 36Q: 3 clusters Score -750597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -750597.750000 Penalty: 4369.024902
	Iteration 37Q: 3 clusters Score -750597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -750597.562500 Penalty: 4369.024902
	Iteration 38Q: 3 clusters Score -750597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -750598.125000 Penalty: 4369.024902
	Iteration 39Q: 3 clusters Score -750598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -750599.500000 Penalty: 4369.024902
	Iteration 40F: 3 clusters Score -750599.5 nChanged 0
--- Evaluating fit on full set of 5878878 points ---
Entering Unmasked Estep 
Score: -650915328.000000 Penalty: 405882.281250
21->106 Clusters: Score -650915328.000000, best is -650872192.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1959626 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 93305 members 
Mstep: Class 3 contains 93019 members 
Mstep: Class 4 contains 93233 members 
Mstep: Class 5 contains 93915 members 
Mstep: Class 6 contains 93561 members 
Mstep: Class 7 contains 93499 members 
Mstep: Class 8 contains 93026 members 
Mstep: Class 9 contains 93596 members 
Mstep: Class 10 contains 93262 members 
Mstep: Class 11 contains 93047 members 
Mstep: Class 12 contains 93481 members 
Mstep: Class 13 contains 93525 members 
Mstep: Class 14 contains 93229 members 
Mstep: Class 15 contains 92652 members 
Mstep: Class 16 contains 93341 members 
Mstep: Class 17 contains 92975 members 
Mstep: Class 18 contains 93581 members 
Mstep: Class 19 contains 93585 members 
Mstep: Class 20 contains 93716 members 
Mstep: Class 21 contains 92725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1246.999268 but Gain 3593.093750
Score: -194807120.000000 Penalty: 71861.789062
Iteration 0F: 21 clusters Score -1.948071e+08 nChanged 1861216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4927 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 64345 members 
Mstep: Class 3 contains 142234 members 
Mstep: Class 4 contains 25257 members 
Mstep: Class 5 contains 84951 members 
Mstep: Class 6 contains 228247 members 
Mstep: Class 7 contains 31845 members 
Mstep: Class 8 contains 303036 members 
Mstep: Class 9 contains 105314 members 
Mstep: Class 10 contains 36480 members 
Mstep: Class 11 contains 27387 members 
Mstep: Class 12 contains 61117 members 
Mstep: Class 14 contains 123856 members 
Mstep: Class 15 contains 118781 members 
Mstep: Class 16 contains 37007 members 
Mstep: Class 17 contains 31346 members 
Mstep: Class 18 contains 40810 members 
Mstep: Class 19 contains 82402 members 
Mstep: Class 20 contains 252656 members 
Mstep: Class 21 contains 36670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205028560.000000 Penalty: 71861.789062
Iteration 1F: 21 clusters Score -2.050286e+08 nChanged 978339
Entering Unmasked Mstep 
Mstep: Class 0 contains 2755 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 62574 members 
Mstep: Class 3 contains 83517 members 
Mstep: Class 4 contains 15334 members 
Mstep: Class 5 contains 47233 members 
Mstep: Class 6 contains 375601 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 299442 members 
Mstep: Class 9 contains 247434 members 
Mstep: Class 10 contains 32307 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 41642 members 
Mstep: Class 14 contains 125908 members 
Mstep: Class 15 contains 119165 members 
Mstep: Class 16 contains 42299 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 34842 members 
Mstep: Class 19 contains 75057 members 
Mstep: Class 20 contains 151308 members 
Mstep: Class 21 contains 39700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985008.000000 Penalty: 71861.789062
Iteration 2F: 21 clusters Score -2.07985e+08 nChanged 614191
Entering Unmasked Mstep 
Mstep: Class 0 contains 2236 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 85221 members 
Mstep: Class 3 contains 66758 members 
Mstep: Class 4 contains 12985 members 
Mstep: Class 5 contains 22353 members 
Mstep: Class 6 contains 326878 members 
Mstep: Class 7 contains 32089 members 
Mstep: Class 8 contains 299526 members 
Mstep: Class 9 contains 332263 members 
Mstep: Class 10 contains 28632 members 
Mstep: Class 11 contains 12611 members 
Mstep: Class 12 contains 39422 members 
Mstep: Class 14 contains 115510 members 
Mstep: Class 15 contains 164722 members 
Mstep: Class 16 contains 51552 members 
Mstep: Class 17 contains 44847 members 
Mstep: Class 18 contains 27770 members 
Mstep: Class 19 contains 84142 members 
Mstep: Class 20 contains 127502 members 
Mstep: Class 21 contains 37148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -209260848.000000 Penalty: 71861.789062
Iteration 3F: 21 clusters Score -2.092608e+08 nChanged 387796
Entering Unmasked Mstep 
Mstep: Class 0 contains 2178 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 92575 members 
Mstep: Class 3 contains 63365 members 
Mstep: Class 4 contains 11089 members 
Mstep: Class 5 contains 13395 members 
Mstep: Class 6 contains 266742 members 
Mstep: Class 7 contains 26964 members 
Mstep: Class 8 contains 322271 members 
Mstep: Class 9 contains 351713 members 
Mstep: Class 10 contains 30441 members 
Mstep: Class 11 contains 14092 members 
Mstep: Class 12 contains 48897 members 
Mstep: Class 14 contains 106415 members 
Mstep: Class 15 contains 190372 members 
Mstep: Class 16 contains 55865 members 
Mstep: Class 17 contains 47410 members 
Mstep: Class 18 contains 22209 members 
Mstep: Class 19 contains 95427 members 
Mstep: Class 20 contains 124616 members 
Mstep: Class 21 contains 29440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -209835216.000000 Penalty: 71861.789062
Iteration 4F: 21 clusters Score -2.098352e+08 nChanged 273140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 93152 members 
Mstep: Class 3 contains 64105 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 5 contains 9552 members 
Mstep: Class 6 contains 231639 members 
Mstep: Class 7 contains 25494 members 
Mstep: Class 8 contains 330577 members 
Mstep: Class 9 contains 342537 members 
Mstep: Class 10 contains 32185 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 66082 members 
Mstep: Class 14 contains 108985 members 
Mstep: Class 15 contains 202389 members 
Mstep: Class 16 contains 56358 members 
Mstep: Class 17 contains 49102 members 
Mstep: Class 18 contains 21217 members 
Mstep: Class 19 contains 105320 members 
Mstep: Class 20 contains 121888 members 
Mstep: Class 21 contains 22646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210154640.000000 Penalty: 71861.789062
Iteration 5F: 21 clusters Score -2.101546e+08 nChanged 200917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1766 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 91679 members 
Mstep: Class 3 contains 65453 members 
Mstep: Class 4 contains 10353 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 6 contains 208405 members 
Mstep: Class 7 contains 24937 members 
Mstep: Class 8 contains 323382 members 
Mstep: Class 9 contains 331827 members 
Mstep: Class 10 contains 32969 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 86378 members 
Mstep: Class 14 contains 116556 members 
Mstep: Class 15 contains 208786 members 
Mstep: Class 16 contains 55869 members 
Mstep: Class 17 contains 49596 members 
Mstep: Class 18 contains 21939 members 
Mstep: Class 19 contains 114892 members 
Mstep: Class 20 contains 116533 members 
Mstep: Class 21 contains 19376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210418448.000000 Penalty: 71861.789062
Iteration 6F: 21 clusters Score -2.104184e+08 nChanged 162439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1132 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 90063 members 
Mstep: Class 3 contains 67221 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 8996 members 
Mstep: Class 6 contains 190587 members 
Mstep: Class 7 contains 24424 members 
Mstep: Class 8 contains 310313 members 
Mstep: Class 9 contains 325889 members 
Mstep: Class 10 contains 33010 members 
Mstep: Class 11 contains 20674 members 
Mstep: Class 12 contains 105582 members 
Mstep: Class 14 contains 123794 members 
Mstep: Class 15 contains 211867 members 
Mstep: Class 16 contains 55478 members 
Mstep: Class 17 contains 49545 members 
Mstep: Class 18 contains 22665 members 
Mstep: Class 19 contains 125014 members 
Mstep: Class 20 contains 109009 members 
Mstep: Class 21 contains 16562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210615504.000000 Penalty: 71861.789062
Iteration 7F: 21 clusters Score -2.106155e+08 nChanged 134998
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 88534 members 
Mstep: Class 3 contains 71382 members 
Mstep: Class 4 contains 12609 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 176903 members 
Mstep: Class 7 contains 24011 members 
Mstep: Class 8 contains 298200 members 
Mstep: Class 9 contains 321059 members 
Mstep: Class 10 contains 32811 members 
Mstep: Class 11 contains 22183 members 
Mstep: Class 12 contains 121261 members 
Mstep: Class 14 contains 128648 members 
Mstep: Class 15 contains 212740 members 
Mstep: Class 16 contains 54959 members 
Mstep: Class 17 contains 48999 members 
Mstep: Class 18 contains 23016 members 
Mstep: Class 19 contains 134659 members 
Mstep: Class 20 contains 101002 members 
Mstep: Class 21 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210812496.000000 Penalty: 71861.789062
Iteration 8F: 21 clusters Score -2.108125e+08 nChanged 111924
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 87096 members 
Mstep: Class 3 contains 78561 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 9785 members 
Mstep: Class 6 contains 170116 members 
Mstep: Class 7 contains 23734 members 
Mstep: Class 8 contains 288755 members 
Mstep: Class 9 contains 313675 members 
Mstep: Class 10 contains 32796 members 
Mstep: Class 11 contains 23231 members 
Mstep: Class 12 contains 132777 members 
Mstep: Class 14 contains 131756 members 
Mstep: Class 15 contains 211902 members 
Mstep: Class 16 contains 54337 members 
Mstep: Class 17 contains 48451 members 
Mstep: Class 18 contains 23223 members 
Mstep: Class 19 contains 141854 members 
Mstep: Class 20 contains 93138 members 
Mstep: Class 21 contains 13032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210932544.000000 Penalty: 71861.789062
Iteration 9F: 21 clusters Score -2.109325e+08 nChanged 87767
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 85491 members 
Mstep: Class 3 contains 84782 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 168536 members 
Mstep: Class 7 contains 23365 members 
Mstep: Class 8 contains 281865 members 
Mstep: Class 9 contains 307833 members 
Mstep: Class 10 contains 32488 members 
Mstep: Class 11 contains 24066 members 
Mstep: Class 12 contains 140405 members 
Mstep: Class 14 contains 134083 members 
Mstep: Class 15 contains 210599 members 
Mstep: Class 16 contains 53864 members 
Mstep: Class 17 contains 47849 members 
Mstep: Class 18 contains 23367 members 
Mstep: Class 19 contains 144800 members 
Mstep: Class 20 contains 86418 members 
Mstep: Class 21 contains 11857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -210999824.000000 Penalty: 71861.789062
Iteration 10Q: 21 clusters Score -2.109998e+08 nChanged 66828
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 83684 members 
Mstep: Class 3 contains 88411 members 
Mstep: Class 4 contains 19099 members 
Mstep: Class 5 contains 10586 members 
Mstep: Class 6 contains 168867 members 
Mstep: Class 7 contains 23088 members 
Mstep: Class 8 contains 277040 members 
Mstep: Class 9 contains 303310 members 
Mstep: Class 10 contains 31748 members 
Mstep: Class 11 contains 24757 members 
Mstep: Class 12 contains 145948 members 
Mstep: Class 14 contains 137229 members 
Mstep: Class 15 contains 209437 members 
Mstep: Class 16 contains 53497 members 
Mstep: Class 17 contains 47183 members 
Mstep: Class 18 contains 23597 members 
Mstep: Class 19 contains 144697 members 
Mstep: Class 20 contains 81577 members 
Mstep: Class 21 contains 11093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211037488.000000 Penalty: 71861.789062
Iteration 11Q: 21 clusters Score -2.110375e+08 nChanged 51552
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 81830 members 
Mstep: Class 3 contains 90641 members 
Mstep: Class 4 contains 21986 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 169513 members 
Mstep: Class 7 contains 22989 members 
Mstep: Class 8 contains 273482 members 
Mstep: Class 9 contains 298419 members 
Mstep: Class 10 contains 30844 members 
Mstep: Class 11 contains 25212 members 
Mstep: Class 12 contains 150126 members 
Mstep: Class 14 contains 141792 members 
Mstep: Class 15 contains 208276 members 
Mstep: Class 16 contains 53202 members 
Mstep: Class 17 contains 46505 members 
Mstep: Class 18 contains 23979 members 
Mstep: Class 19 contains 143314 members 
Mstep: Class 20 contains 78086 members 
Mstep: Class 21 contains 10696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211063680.000000 Penalty: 71861.789062
Iteration 12Q: 21 clusters Score -2.110637e+08 nChanged 42512
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 79944 members 
Mstep: Class 3 contains 91916 members 
Mstep: Class 4 contains 24717 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 170203 members 
Mstep: Class 7 contains 23041 members 
Mstep: Class 8 contains 270576 members 
Mstep: Class 9 contains 294212 members 
Mstep: Class 10 contains 29949 members 
Mstep: Class 11 contains 25540 members 
Mstep: Class 12 contains 153251 members 
Mstep: Class 14 contains 147076 members 
Mstep: Class 15 contains 207027 members 
Mstep: Class 16 contains 52915 members 
Mstep: Class 17 contains 45831 members 
Mstep: Class 18 contains 24373 members 
Mstep: Class 19 contains 141355 members 
Mstep: Class 20 contains 75262 members 
Mstep: Class 21 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211081888.000000 Penalty: 71861.789062
Iteration 13Q: 21 clusters Score -2.110819e+08 nChanged 36423
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 78194 members 
Mstep: Class 3 contains 92387 members 
Mstep: Class 4 contains 27015 members 
Mstep: Class 5 contains 14157 members 
Mstep: Class 6 contains 170887 members 
Mstep: Class 7 contains 23075 members 
Mstep: Class 8 contains 267880 members 
Mstep: Class 9 contains 291016 members 
Mstep: Class 10 contains 29144 members 
Mstep: Class 11 contains 25764 members 
Mstep: Class 12 contains 155887 members 
Mstep: Class 14 contains 152567 members 
Mstep: Class 15 contains 205829 members 
Mstep: Class 16 contains 52669 members 
Mstep: Class 17 contains 45203 members 
Mstep: Class 18 contains 24776 members 
Mstep: Class 19 contains 139203 members 
Mstep: Class 20 contains 72825 members 
Mstep: Class 21 contains 10308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211096144.000000 Penalty: 71861.789062
Iteration 14Q: 21 clusters Score -2.110961e+08 nChanged 31407
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 76472 members 
Mstep: Class 3 contains 92357 members 
Mstep: Class 4 contains 29081 members 
Mstep: Class 5 contains 15880 members 
Mstep: Class 6 contains 171534 members 
Mstep: Class 7 contains 23075 members 
Mstep: Class 8 contains 265424 members 
Mstep: Class 9 contains 288757 members 
Mstep: Class 10 contains 28684 members 
Mstep: Class 11 contains 25935 members 
Mstep: Class 12 contains 158259 members 
Mstep: Class 14 contains 157934 members 
Mstep: Class 15 contains 204726 members 
Mstep: Class 16 contains 52455 members 
Mstep: Class 17 contains 44604 members 
Mstep: Class 18 contains 25077 members 
Mstep: Class 19 contains 137017 members 
Mstep: Class 20 contains 70531 members 
Mstep: Class 21 contains 10203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211105056.000000 Penalty: 71861.789062
Iteration 15Q: 21 clusters Score -2.111051e+08 nChanged 27582
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 74840 members 
Mstep: Class 3 contains 92114 members 
Mstep: Class 4 contains 30933 members 
Mstep: Class 5 contains 17364 members 
Mstep: Class 6 contains 172124 members 
Mstep: Class 7 contains 23001 members 
Mstep: Class 8 contains 262924 members 
Mstep: Class 9 contains 287275 members 
Mstep: Class 10 contains 28490 members 
Mstep: Class 11 contains 26047 members 
Mstep: Class 12 contains 160552 members 
Mstep: Class 14 contains 163247 members 
Mstep: Class 15 contains 203648 members 
Mstep: Class 16 contains 52311 members 
Mstep: Class 17 contains 44038 members 
Mstep: Class 18 contains 25315 members 
Mstep: Class 19 contains 134819 members 
Mstep: Class 20 contains 68446 members 
Mstep: Class 21 contains 10120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211112704.000000 Penalty: 71861.789062
Iteration 16Q: 21 clusters Score -2.111127e+08 nChanged 24333
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 73348 members 
Mstep: Class 3 contains 91796 members 
Mstep: Class 4 contains 32624 members 
Mstep: Class 5 contains 18598 members 
Mstep: Class 6 contains 172817 members 
Mstep: Class 7 contains 22867 members 
Mstep: Class 8 contains 260383 members 
Mstep: Class 9 contains 286377 members 
Mstep: Class 10 contains 28447 members 
Mstep: Class 11 contains 26136 members 
Mstep: Class 12 contains 162654 members 
Mstep: Class 14 contains 168156 members 
Mstep: Class 15 contains 202801 members 
Mstep: Class 16 contains 52203 members 
Mstep: Class 17 contains 43505 members 
Mstep: Class 18 contains 25516 members 
Mstep: Class 19 contains 132712 members 
Mstep: Class 20 contains 66414 members 
Mstep: Class 21 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211118352.000000 Penalty: 71861.789062
Iteration 17Q: 21 clusters Score -2.111184e+08 nChanged 21917
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 71960 members 
Mstep: Class 3 contains 91467 members 
Mstep: Class 4 contains 34246 members 
Mstep: Class 5 contains 19641 members 
Mstep: Class 6 contains 173536 members 
Mstep: Class 7 contains 22743 members 
Mstep: Class 8 contains 257725 members 
Mstep: Class 9 contains 285908 members 
Mstep: Class 10 contains 28510 members 
Mstep: Class 11 contains 26208 members 
Mstep: Class 12 contains 164670 members 
Mstep: Class 14 contains 172750 members 
Mstep: Class 15 contains 202152 members 
Mstep: Class 16 contains 52108 members 
Mstep: Class 17 contains 43041 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 130561 members 
Mstep: Class 20 contains 64469 members 
Mstep: Class 21 contains 10000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211122864.000000 Penalty: 71861.789062
Iteration 18Q: 21 clusters Score -2.111229e+08 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 70638 members 
Mstep: Class 3 contains 91202 members 
Mstep: Class 4 contains 35763 members 
Mstep: Class 5 contains 20612 members 
Mstep: Class 6 contains 174274 members 
Mstep: Class 7 contains 22628 members 
Mstep: Class 8 contains 255267 members 
Mstep: Class 9 contains 285628 members 
Mstep: Class 10 contains 28659 members 
Mstep: Class 11 contains 26269 members 
Mstep: Class 12 contains 166499 members 
Mstep: Class 14 contains 176835 members 
Mstep: Class 15 contains 201706 members 
Mstep: Class 16 contains 52032 members 
Mstep: Class 17 contains 42592 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 128330 members 
Mstep: Class 20 contains 62574 members 
Mstep: Class 21 contains 9957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211128368.000000 Penalty: 71861.789062
Iteration 19Q: 21 clusters Score -2.111284e+08 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 69388 members 
Mstep: Class 3 contains 91015 members 
Mstep: Class 4 contains 37145 members 
Mstep: Class 5 contains 21461 members 
Mstep: Class 6 contains 175003 members 
Mstep: Class 7 contains 22514 members 
Mstep: Class 8 contains 252818 members 
Mstep: Class 9 contains 285637 members 
Mstep: Class 10 contains 28815 members 
Mstep: Class 11 contains 26395 members 
Mstep: Class 12 contains 168276 members 
Mstep: Class 14 contains 180636 members 
Mstep: Class 15 contains 201278 members 
Mstep: Class 16 contains 51946 members 
Mstep: Class 17 contains 42206 members 
Mstep: Class 18 contains 25863 members 
Mstep: Class 19 contains 125930 members 
Mstep: Class 20 contains 60837 members 
Mstep: Class 21 contains 9934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211136160.000000 Penalty: 71861.789062
Iteration 20F: 21 clusters Score -2.111362e+08 nChanged 20544
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 67789 members 
Mstep: Class 3 contains 90862 members 
Mstep: Class 4 contains 38656 members 
Mstep: Class 5 contains 24544 members 
Mstep: Class 6 contains 175242 members 
Mstep: Class 7 contains 22252 members 
Mstep: Class 8 contains 250380 members 
Mstep: Class 9 contains 285821 members 
Mstep: Class 10 contains 28591 members 
Mstep: Class 11 contains 26340 members 
Mstep: Class 12 contains 169871 members 
Mstep: Class 14 contains 184157 members 
Mstep: Class 15 contains 200271 members 
Mstep: Class 16 contains 51883 members 
Mstep: Class 17 contains 41753 members 
Mstep: Class 18 contains 26095 members 
Mstep: Class 19 contains 123469 members 
Mstep: Class 20 contains 59195 members 
Mstep: Class 21 contains 9840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211142144.000000 Penalty: 71861.789062
Iteration 21Q: 21 clusters Score -2.111421e+08 nChanged 20544
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 66304 members 
Mstep: Class 3 contains 90698 members 
Mstep: Class 4 contains 40086 members 
Mstep: Class 5 contains 27414 members 
Mstep: Class 6 contains 175324 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 247881 members 
Mstep: Class 9 contains 286255 members 
Mstep: Class 10 contains 28593 members 
Mstep: Class 11 contains 26257 members 
Mstep: Class 12 contains 171477 members 
Mstep: Class 14 contains 187243 members 
Mstep: Class 15 contains 199403 members 
Mstep: Class 16 contains 51827 members 
Mstep: Class 17 contains 41377 members 
Mstep: Class 18 contains 26257 members 
Mstep: Class 19 contains 121029 members 
Mstep: Class 20 contains 57667 members 
Mstep: Class 21 contains 9762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211148416.000000 Penalty: 71861.789062
Iteration 22Q: 21 clusters Score -2.111484e+08 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 64879 members 
Mstep: Class 3 contains 90558 members 
Mstep: Class 4 contains 41381 members 
Mstep: Class 5 contains 30300 members 
Mstep: Class 6 contains 175227 members 
Mstep: Class 7 contains 21812 members 
Mstep: Class 8 contains 245325 members 
Mstep: Class 9 contains 286933 members 
Mstep: Class 10 contains 28688 members 
Mstep: Class 11 contains 26243 members 
Mstep: Class 12 contains 172950 members 
Mstep: Class 14 contains 190047 members 
Mstep: Class 15 contains 198734 members 
Mstep: Class 16 contains 51788 members 
Mstep: Class 17 contains 41038 members 
Mstep: Class 18 contains 26273 members 
Mstep: Class 19 contains 118610 members 
Mstep: Class 20 contains 56190 members 
Mstep: Class 21 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211155072.000000 Penalty: 71861.789062
Iteration 23Q: 21 clusters Score -2.111551e+08 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 63444 members 
Mstep: Class 3 contains 90429 members 
Mstep: Class 4 contains 42640 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 175020 members 
Mstep: Class 7 contains 21577 members 
Mstep: Class 8 contains 242584 members 
Mstep: Class 9 contains 287753 members 
Mstep: Class 10 contains 28873 members 
Mstep: Class 11 contains 26224 members 
Mstep: Class 12 contains 174405 members 
Mstep: Class 14 contains 192718 members 
Mstep: Class 15 contains 198099 members 
Mstep: Class 16 contains 51711 members 
Mstep: Class 17 contains 40748 members 
Mstep: Class 18 contains 26319 members 
Mstep: Class 19 contains 116218 members 
Mstep: Class 20 contains 54778 members 
Mstep: Class 21 contains 9668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211162016.000000 Penalty: 71861.789062
Iteration 24Q: 21 clusters Score -2.11162e+08 nChanged 20395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 62008 members 
Mstep: Class 3 contains 90292 members 
Mstep: Class 4 contains 43871 members 
Mstep: Class 5 contains 36507 members 
Mstep: Class 6 contains 174543 members 
Mstep: Class 7 contains 21345 members 
Mstep: Class 8 contains 239536 members 
Mstep: Class 9 contains 288555 members 
Mstep: Class 10 contains 29087 members 
Mstep: Class 11 contains 26161 members 
Mstep: Class 12 contains 175754 members 
Mstep: Class 14 contains 195462 members 
Mstep: Class 15 contains 197488 members 
Mstep: Class 16 contains 51628 members 
Mstep: Class 17 contains 40456 members 
Mstep: Class 18 contains 26414 members 
Mstep: Class 19 contains 114035 members 
Mstep: Class 20 contains 53383 members 
Mstep: Class 21 contains 9675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211167744.000000 Penalty: 71861.789062
Iteration 25Q: 21 clusters Score -2.111677e+08 nChanged 20555
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 60591 members 
Mstep: Class 3 contains 90118 members 
Mstep: Class 4 contains 45098 members 
Mstep: Class 5 contains 40116 members 
Mstep: Class 6 contains 173747 members 
Mstep: Class 7 contains 21134 members 
Mstep: Class 8 contains 236284 members 
Mstep: Class 9 contains 289254 members 
Mstep: Class 10 contains 29343 members 
Mstep: Class 11 contains 26118 members 
Mstep: Class 12 contains 176750 members 
Mstep: Class 14 contains 198229 members 
Mstep: Class 15 contains 196712 members 
Mstep: Class 16 contains 51540 members 
Mstep: Class 17 contains 40205 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 112295 members 
Mstep: Class 20 contains 52055 members 
Mstep: Class 21 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211173424.000000 Penalty: 71861.789062
Iteration 26Q: 21 clusters Score -2.111734e+08 nChanged 20809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 59207 members 
Mstep: Class 3 contains 89895 members 
Mstep: Class 4 contains 46276 members 
Mstep: Class 5 contains 43924 members 
Mstep: Class 6 contains 172771 members 
Mstep: Class 7 contains 20956 members 
Mstep: Class 8 contains 232695 members 
Mstep: Class 9 contains 289729 members 
Mstep: Class 10 contains 29626 members 
Mstep: Class 11 contains 26058 members 
Mstep: Class 12 contains 177493 members 
Mstep: Class 14 contains 201301 members 
Mstep: Class 15 contains 195787 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 17 contains 40021 members 
Mstep: Class 18 contains 26775 members 
Mstep: Class 19 contains 110868 members 
Mstep: Class 20 contains 50839 members 
Mstep: Class 21 contains 9765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211179808.000000 Penalty: 71861.789062
Iteration 27Q: 21 clusters Score -2.111798e+08 nChanged 21277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 58006 members 
Mstep: Class 3 contains 89606 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 47675 members 
Mstep: Class 6 contains 171795 members 
Mstep: Class 7 contains 20808 members 
Mstep: Class 8 contains 228687 members 
Mstep: Class 9 contains 290094 members 
Mstep: Class 10 contains 29968 members 
Mstep: Class 11 contains 26043 members 
Mstep: Class 12 contains 178016 members 
Mstep: Class 14 contains 204505 members 
Mstep: Class 15 contains 194773 members 
Mstep: Class 16 contains 51384 members 
Mstep: Class 17 contains 39853 members 
Mstep: Class 18 contains 27054 members 
Mstep: Class 19 contains 109759 members 
Mstep: Class 20 contains 49639 members 
Mstep: Class 21 contains 9833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211184784.000000 Penalty: 71861.789062
Iteration 28Q: 21 clusters Score -2.111848e+08 nChanged 21831
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 56981 members 
Mstep: Class 3 contains 89288 members 
Mstep: Class 4 contains 48390 members 
Mstep: Class 5 contains 51332 members 
Mstep: Class 6 contains 170772 members 
Mstep: Class 7 contains 20660 members 
Mstep: Class 8 contains 224296 members 
Mstep: Class 9 contains 290287 members 
Mstep: Class 10 contains 30295 members 
Mstep: Class 11 contains 26070 members 
Mstep: Class 12 contains 178357 members 
Mstep: Class 14 contains 208028 members 
Mstep: Class 15 contains 193744 members 
Mstep: Class 16 contains 51291 members 
Mstep: Class 17 contains 39735 members 
Mstep: Class 18 contains 27359 members 
Mstep: Class 19 contains 108886 members 
Mstep: Class 20 contains 48472 members 
Mstep: Class 21 contains 9907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211193008.000000 Penalty: 71861.789062
Iteration 29Q: 21 clusters Score -2.11193e+08 nChanged 22763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 56176 members 
Mstep: Class 3 contains 88979 members 
Mstep: Class 4 contains 49234 members 
Mstep: Class 5 contains 54729 members 
Mstep: Class 6 contains 169895 members 
Mstep: Class 7 contains 20567 members 
Mstep: Class 8 contains 219368 members 
Mstep: Class 9 contains 290320 members 
Mstep: Class 10 contains 30648 members 
Mstep: Class 11 contains 26161 members 
Mstep: Class 12 contains 178427 members 
Mstep: Class 14 contains 211890 members 
Mstep: Class 15 contains 192657 members 
Mstep: Class 16 contains 51195 members 
Mstep: Class 17 contains 39710 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 108242 members 
Mstep: Class 20 contains 47336 members 
Mstep: Class 21 contains 9968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211199408.000000 Penalty: 71861.789062
Iteration 30Q: 21 clusters Score -2.111994e+08 nChanged 24046
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 55594 members 
Mstep: Class 3 contains 88697 members 
Mstep: Class 4 contains 49944 members 
Mstep: Class 5 contains 57904 members 
Mstep: Class 6 contains 169121 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 213708 members 
Mstep: Class 9 contains 290251 members 
Mstep: Class 10 contains 31061 members 
Mstep: Class 11 contains 26312 members 
Mstep: Class 12 contains 178345 members 
Mstep: Class 14 contains 216302 members 
Mstep: Class 15 contains 191449 members 
Mstep: Class 16 contains 51078 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 28049 members 
Mstep: Class 19 contains 107740 members 
Mstep: Class 20 contains 46195 members 
Mstep: Class 21 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211206192.000000 Penalty: 71861.789062
Iteration 31Q: 21 clusters Score -2.112062e+08 nChanged 25219
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 55161 members 
Mstep: Class 3 contains 88395 members 
Mstep: Class 4 contains 50617 members 
Mstep: Class 5 contains 60768 members 
Mstep: Class 6 contains 168622 members 
Mstep: Class 7 contains 20519 members 
Mstep: Class 8 contains 207555 members 
Mstep: Class 9 contains 290033 members 
Mstep: Class 10 contains 31575 members 
Mstep: Class 11 contains 26493 members 
Mstep: Class 12 contains 178159 members 
Mstep: Class 14 contains 220815 members 
Mstep: Class 15 contains 190179 members 
Mstep: Class 16 contains 51000 members 
Mstep: Class 17 contains 39722 members 
Mstep: Class 18 contains 28417 members 
Mstep: Class 19 contains 107388 members 
Mstep: Class 20 contains 45074 members 
Mstep: Class 21 contains 10054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211215840.000000 Penalty: 71861.789062
Iteration 32Q: 21 clusters Score -2.112158e+08 nChanged 26428
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 54937 members 
Mstep: Class 3 contains 88234 members 
Mstep: Class 4 contains 51180 members 
Mstep: Class 5 contains 63313 members 
Mstep: Class 6 contains 168137 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 201171 members 
Mstep: Class 9 contains 289743 members 
Mstep: Class 10 contains 32218 members 
Mstep: Class 11 contains 26713 members 
Mstep: Class 12 contains 177922 members 
Mstep: Class 14 contains 225291 members 
Mstep: Class 15 contains 188804 members 
Mstep: Class 16 contains 50925 members 
Mstep: Class 17 contains 39766 members 
Mstep: Class 18 contains 28794 members 
Mstep: Class 19 contains 107164 members 
Mstep: Class 20 contains 43975 members 
Mstep: Class 21 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211225488.000000 Penalty: 71861.789062
Iteration 33Q: 21 clusters Score -2.112255e+08 nChanged 27081
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 54763 members 
Mstep: Class 3 contains 88104 members 
Mstep: Class 4 contains 51641 members 
Mstep: Class 5 contains 65673 members 
Mstep: Class 6 contains 167920 members 
Mstep: Class 7 contains 20681 members 
Mstep: Class 8 contains 195051 members 
Mstep: Class 9 contains 289263 members 
Mstep: Class 10 contains 32923 members 
Mstep: Class 11 contains 26964 members 
Mstep: Class 12 contains 177867 members 
Mstep: Class 14 contains 229137 members 
Mstep: Class 15 contains 187252 members 
Mstep: Class 16 contains 50862 members 
Mstep: Class 17 contains 39842 members 
Mstep: Class 18 contains 29200 members 
Mstep: Class 19 contains 107016 members 
Mstep: Class 20 contains 42898 members 
Mstep: Class 21 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211236768.000000 Penalty: 71861.789062
Iteration 34Q: 21 clusters Score -2.112368e+08 nChanged 26817
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 54729 members 
Mstep: Class 3 contains 88043 members 
Mstep: Class 4 contains 51953 members 
Mstep: Class 5 contains 67915 members 
Mstep: Class 6 contains 167798 members 
Mstep: Class 7 contains 20819 members 
Mstep: Class 8 contains 189893 members 
Mstep: Class 9 contains 288703 members 
Mstep: Class 10 contains 33658 members 
Mstep: Class 11 contains 27217 members 
Mstep: Class 12 contains 178150 members 
Mstep: Class 14 contains 231630 members 
Mstep: Class 15 contains 185377 members 
Mstep: Class 16 contains 50834 members 
Mstep: Class 17 contains 39886 members 
Mstep: Class 18 contains 29618 members 
Mstep: Class 19 contains 107031 members 
Mstep: Class 20 contains 41854 members 
Mstep: Class 21 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211245424.000000 Penalty: 71861.789062
Iteration 35Q: 21 clusters Score -2.112454e+08 nChanged 26271
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 54698 members 
Mstep: Class 3 contains 88034 members 
Mstep: Class 4 contains 52166 members 
Mstep: Class 5 contains 70292 members 
Mstep: Class 6 contains 167802 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 185982 members 
Mstep: Class 9 contains 288049 members 
Mstep: Class 10 contains 34372 members 
Mstep: Class 11 contains 27497 members 
Mstep: Class 12 contains 178761 members 
Mstep: Class 14 contains 232473 members 
Mstep: Class 15 contains 183146 members 
Mstep: Class 16 contains 50827 members 
Mstep: Class 17 contains 39869 members 
Mstep: Class 18 contains 30042 members 
Mstep: Class 19 contains 107207 members 
Mstep: Class 20 contains 40776 members 
Mstep: Class 21 contains 10044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211253536.000000 Penalty: 71861.789062
Iteration 36Q: 21 clusters Score -2.112535e+08 nChanged 24859
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 54733 members 
Mstep: Class 3 contains 88103 members 
Mstep: Class 4 contains 52298 members 
Mstep: Class 5 contains 72657 members 
Mstep: Class 6 contains 167758 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 8 contains 183241 members 
Mstep: Class 9 contains 287353 members 
Mstep: Class 10 contains 35031 members 
Mstep: Class 11 contains 27808 members 
Mstep: Class 12 contains 179608 members 
Mstep: Class 14 contains 231837 members 
Mstep: Class 15 contains 180819 members 
Mstep: Class 16 contains 50816 members 
Mstep: Class 17 contains 39796 members 
Mstep: Class 18 contains 30390 members 
Mstep: Class 19 contains 107477 members 
Mstep: Class 20 contains 39841 members 
Mstep: Class 21 contains 10032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211259584.000000 Penalty: 71861.789062
Iteration 37Q: 21 clusters Score -2.112596e+08 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 54767 members 
Mstep: Class 3 contains 88156 members 
Mstep: Class 4 contains 52379 members 
Mstep: Class 5 contains 75077 members 
Mstep: Class 6 contains 167705 members 
Mstep: Class 7 contains 21442 members 
Mstep: Class 8 contains 181570 members 
Mstep: Class 9 contains 286680 members 
Mstep: Class 10 contains 35551 members 
Mstep: Class 11 contains 28149 members 
Mstep: Class 12 contains 180747 members 
Mstep: Class 14 contains 229981 members 
Mstep: Class 15 contains 178159 members 
Mstep: Class 16 contains 50803 members 
Mstep: Class 17 contains 39693 members 
Mstep: Class 18 contains 30686 members 
Mstep: Class 19 contains 107967 members 
Mstep: Class 20 contains 39070 members 
Mstep: Class 21 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211264992.000000 Penalty: 71861.789062
Iteration 38Q: 21 clusters Score -2.11265e+08 nChanged 21344
Entering ConstructFrom: 
Score: -211264992.000000 Penalty: 71861.789062
Entering ConstructFrom: 
Trying to split cluster 1 (103283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Entering Unmasked Estep 
Score: -11795857.000000 Penalty: 2863.216553
	Iteration 0F: 2 clusters Score -1.179586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -11726940.000000 Penalty: 5726.433105
	Iteration 0F: 3 clusters Score -1.172694e+07 nChanged 48788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -11756152.000000 Penalty: 5726.433105
	Iteration 1F: 3 clusters Score -1.175615e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -11758014.000000 Penalty: 5726.433105
	Iteration 2Q: 3 clusters Score -1.175801e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -11760059.000000 Penalty: 5726.433105
	Iteration 3Q: 3 clusters Score -1.176006e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -11762478.000000 Penalty: 5726.433105
	Iteration 4Q: 3 clusters Score -1.176248e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -11765755.000000 Penalty: 5726.433105
	Iteration 5F: 3 clusters Score -1.176576e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -11770933.000000 Penalty: 5726.433105
	Iteration 6F: 3 clusters Score -1.177093e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -11778032.000000 Penalty: 5726.433105
	Iteration 7F: 3 clusters Score -1.177803e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -11787781.000000 Penalty: 5726.433105
	Iteration 8F: 3 clusters Score -1.178778e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -11798115.000000 Penalty: 5726.433105
	Iteration 9F: 3 clusters Score -1.179812e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -11804290.000000 Penalty: 5726.433105
	Iteration 10F: 3 clusters Score -1.180429e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -11807374.000000 Penalty: 5726.433105
	Iteration 11F: 3 clusters Score -1.180737e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -11809107.000000 Penalty: 5726.433105
	Iteration 12Q: 3 clusters Score -1.180911e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -11810239.000000 Penalty: 5726.433105
	Iteration 13Q: 3 clusters Score -1.181024e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -11811225.000000 Penalty: 5726.433105
	Iteration 14Q: 3 clusters Score -1.181122e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -11811874.000000 Penalty: 5726.433105
	Iteration 15Q: 3 clusters Score -1.181187e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -11812434.000000 Penalty: 5726.433105
	Iteration 16Q: 3 clusters Score -1.181243e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -11812705.000000 Penalty: 5726.433105
	Iteration 17Q: 3 clusters Score -1.18127e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -11812913.000000 Penalty: 5726.433105
	Iteration 18Q: 3 clusters Score -1.181291e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -11813079.000000 Penalty: 5726.433105
	Iteration 19Q: 3 clusters Score -1.181308e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -11813246.000000 Penalty: 5726.433105
	Iteration 20F: 3 clusters Score -1.181325e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -11813341.000000 Penalty: 5726.433105
	Iteration 21Q: 3 clusters Score -1.181334e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -11813388.000000 Penalty: 5726.433105
	Iteration 22Q: 3 clusters Score -1.181339e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -11813431.000000 Penalty: 5726.433105
	Iteration 23Q: 3 clusters Score -1.181343e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -11813457.000000 Penalty: 5726.433105
	Iteration 24Q: 3 clusters Score -1.181346e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -11813453.000000 Penalty: 5726.433105
	Iteration 25Q: 3 clusters Score -1.181345e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -11813501.000000 Penalty: 5726.433105
	Iteration 26Q: 3 clusters Score -1.18135e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -11813502.000000 Penalty: 5726.433105
	Iteration 27Q: 3 clusters Score -1.18135e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -11813523.000000 Penalty: 5726.433105
	Iteration 28Q: 3 clusters Score -1.181352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -11813541.000000 Penalty: 5726.433105
	Iteration 29Q: 3 clusters Score -1.181354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -11813536.000000 Penalty: 5726.433105
	Iteration 30Q: 3 clusters Score -1.181354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -11813554.000000 Penalty: 5726.433105
	Iteration 31Q: 3 clusters Score -1.181355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -11813554.000000 Penalty: 5726.433105
	Iteration 32Q: 3 clusters Score -1.181355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -11813545.000000 Penalty: 5726.433105
	Iteration 33Q: 3 clusters Score -1.181354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -11813531.000000 Penalty: 5726.433105
	Iteration 34Q: 3 clusters Score -1.181353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -11813553.000000 Penalty: 5726.433105
	Iteration 35Q: 3 clusters Score -1.181355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -11813544.000000 Penalty: 5726.433105
	Iteration 36Q: 3 clusters Score -1.181354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -11813554.000000 Penalty: 5726.433105
	Iteration 37Q: 3 clusters Score -1.181355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -11813545.000000 Penalty: 5726.433105
	Iteration 38Q: 3 clusters Score -1.181354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -11813550.000000 Penalty: 5726.433105
	Iteration 39Q: 3 clusters Score -1.181355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -11813544.000000 Penalty: 5726.433105
	Iteration 40F: 3 clusters Score -1.181354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -11813555.000000 Penalty: 5726.433105
	Iteration 41Q: 3 clusters Score -1.181356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -11813550.000000 Penalty: 5726.433105
	Iteration 42Q: 3 clusters Score -1.181355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -11813553.000000 Penalty: 5726.433105
	Iteration 43Q: 3 clusters Score -1.181355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -11813553.000000 Penalty: 5726.433105
	Iteration 44Q: 3 clusters Score -1.181355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -11813547.000000 Penalty: 5726.433105
	Iteration 45Q: 3 clusters Score -1.181355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -11813550.000000 Penalty: 5726.433105
	Iteration 46Q: 3 clusters Score -1.181355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -11813550.000000 Penalty: 5726.433105
	Iteration 47F: 3 clusters Score -1.181355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 54792 members 
Mstep: Class 3 contains 88245 members 
Mstep: Class 4 contains 52383 members 
Mstep: Class 5 contains 77434 members 
Mstep: Class 6 contains 167608 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Entering Unmasked Estep 
Score: -211287616.000000 Penalty: 75454.882812
Splitting cluster 1 changes total score from -211264992.000000 to -211287616.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (54792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Entering Unmasked Estep 
Score: -5883821.500000 Penalty: 2706.002441
	Iteration 0F: 2 clusters Score -5883822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -5847258.500000 Penalty: 5412.004883
	Iteration 0F: 3 clusters Score -5847258 nChanged 25288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5866386.500000 Penalty: 5412.004883
	Iteration 1F: 3 clusters Score -5866386 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -5878868.500000 Penalty: 5412.004883
	Iteration 2F: 3 clusters Score -5878868 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5893567.500000 Penalty: 5412.004883
	Iteration 3F: 3 clusters Score -5893568 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5902093.000000 Penalty: 5412.004883
	Iteration 4F: 3 clusters Score -5902093 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5908245.500000 Penalty: 5412.004883
	Iteration 5F: 3 clusters Score -5908246 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5912253.000000 Penalty: 5412.004883
	Iteration 6Q: 3 clusters Score -5912253 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5914633.500000 Penalty: 5412.004883
	Iteration 7Q: 3 clusters Score -5914634 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -5916239.000000 Penalty: 5412.004883
	Iteration 8Q: 3 clusters Score -5916239 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -5917303.000000 Penalty: 5412.004883
	Iteration 9Q: 3 clusters Score -5917303 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5918040.500000 Penalty: 5412.004883
	Iteration 10Q: 3 clusters Score -5918040 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -5918498.500000 Penalty: 5412.004883
	Iteration 11Q: 3 clusters Score -5918498 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5918691.000000 Penalty: 5412.004883
	Iteration 12Q: 3 clusters Score -5918691 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -5918839.000000 Penalty: 5412.004883
	Iteration 13Q: 3 clusters Score -5918839 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5918887.500000 Penalty: 5412.004883
	Iteration 14Q: 3 clusters Score -5918888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -5918940.500000 Penalty: 5412.004883
	Iteration 15Q: 3 clusters Score -5918940 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -5918968.000000 Penalty: 5412.004883
	Iteration 16Q: 3 clusters Score -5918968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5918978.500000 Penalty: 5412.004883
	Iteration 17Q: 3 clusters Score -5918978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5918991.000000 Penalty: 5412.004883
	Iteration 18Q: 3 clusters Score -5918991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -5918994.500000 Penalty: 5412.004883
	Iteration 19Q: 3 clusters Score -5918994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5919000.500000 Penalty: 5412.004883
	Iteration 20F: 3 clusters Score -5919000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5918999.000000 Penalty: 5412.004883
	Iteration 21Q: 3 clusters Score -5918999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5918997.000000 Penalty: 5412.004883
	Iteration 22Q: 3 clusters Score -5918997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -5918994.000000 Penalty: 5412.004883
	Iteration 23Q: 3 clusters Score -5918994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -5918992.000000 Penalty: 5412.004883
	Iteration 24Q: 3 clusters Score -5918992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5918993.000000 Penalty: 5412.004883
	Iteration 25Q: 3 clusters Score -5918993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -5919004.500000 Penalty: 5412.004883
	Iteration 26Q: 3 clusters Score -5919004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5918998.500000 Penalty: 5412.004883
	Iteration 27Q: 3 clusters Score -5918998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5919004.500000 Penalty: 5412.004883
	Iteration 28Q: 3 clusters Score -5919004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5919003.500000 Penalty: 5412.004883
	Iteration 29Q: 3 clusters Score -5919004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -5919006.500000 Penalty: 5412.004883
	Iteration 30Q: 3 clusters Score -5919006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5919002.000000 Penalty: 5412.004883
	Iteration 31Q: 3 clusters Score -5919002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -5919001.000000 Penalty: 5412.004883
	Iteration 32Q: 3 clusters Score -5919001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5919002.000000 Penalty: 5412.004883
	Iteration 33Q: 3 clusters Score -5919002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5919004.000000 Penalty: 5412.004883
	Iteration 34Q: 3 clusters Score -5919004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -5919005.500000 Penalty: 5412.004883
	Iteration 35Q: 3 clusters Score -5919006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5919005.500000 Penalty: 5412.004883
	Iteration 36Q: 3 clusters Score -5919006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5919005.500000 Penalty: 5412.004883
	Iteration 37F: 3 clusters Score -5919006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 88245 members 
Mstep: Class 4 contains 52383 members 
Mstep: Class 5 contains 77434 members 
Mstep: Class 6 contains 167608 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Entering Unmasked Estep 
Score: -211324784.000000 Penalty: 79047.968750
Splitting cluster 2 changes total score from -211264992.000000 to -211324784.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (88245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Entering Unmasked Estep 
Score: -9899598.000000 Penalty: 2824.192383
	Iteration 0F: 2 clusters Score -9899598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -9840568.000000 Penalty: 5648.384766
	Iteration 0F: 3 clusters Score -9840568 nChanged 41747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -9865347.000000 Penalty: 5648.384766
	Iteration 1F: 3 clusters Score -9865347 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -9867826.000000 Penalty: 5648.384766
	Iteration 2F: 3 clusters Score -9867826 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -9872114.000000 Penalty: 5648.384766
	Iteration 3F: 3 clusters Score -9872114 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9880133.000000 Penalty: 5648.384766
	Iteration 4F: 3 clusters Score -9880133 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -9891863.000000 Penalty: 5648.384766
	Iteration 5F: 3 clusters Score -9891863 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -9904479.000000 Penalty: 5648.384766
	Iteration 6F: 3 clusters Score -9904479 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -9915218.000000 Penalty: 5648.384766
	Iteration 7F: 3 clusters Score -9915218 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -9922289.000000 Penalty: 5648.384766
	Iteration 8F: 3 clusters Score -9922289 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -9927197.000000 Penalty: 5648.384766
	Iteration 9Q: 3 clusters Score -9927197 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -9930576.000000 Penalty: 5648.384766
	Iteration 10Q: 3 clusters Score -9930576 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -9932533.000000 Penalty: 5648.384766
	Iteration 11Q: 3 clusters Score -9932533 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -9933620.000000 Penalty: 5648.384766
	Iteration 12Q: 3 clusters Score -9933620 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -9934327.000000 Penalty: 5648.384766
	Iteration 13Q: 3 clusters Score -9934327 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -9934700.000000 Penalty: 5648.384766
	Iteration 14Q: 3 clusters Score -9934700 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -9934885.000000 Penalty: 5648.384766
	Iteration 15Q: 3 clusters Score -9934885 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -9935036.000000 Penalty: 5648.384766
	Iteration 16Q: 3 clusters Score -9935036 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -9935056.000000 Penalty: 5648.384766
	Iteration 17Q: 3 clusters Score -9935056 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -9935084.000000 Penalty: 5648.384766
	Iteration 18Q: 3 clusters Score -9935084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -9935082.000000 Penalty: 5648.384766
	Iteration 19Q: 3 clusters Score -9935082 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -9935087.000000 Penalty: 5648.384766
	Iteration 20F: 3 clusters Score -9935087 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -9935100.000000 Penalty: 5648.384766
	Iteration 21Q: 3 clusters Score -9935100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -9935120.000000 Penalty: 5648.384766
	Iteration 22Q: 3 clusters Score -9935120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -9935125.000000 Penalty: 5648.384766
	Iteration 23Q: 3 clusters Score -9935125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -9935099.000000 Penalty: 5648.384766
	Iteration 24Q: 3 clusters Score -9935099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -9935096.000000 Penalty: 5648.384766
	Iteration 25Q: 3 clusters Score -9935096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -9935105.000000 Penalty: 5648.384766
	Iteration 26Q: 3 clusters Score -9935105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -9935106.000000 Penalty: 5648.384766
	Iteration 27Q: 3 clusters Score -9935106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -9935103.000000 Penalty: 5648.384766
	Iteration 28Q: 3 clusters Score -9935103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -9935107.000000 Penalty: 5648.384766
	Iteration 29Q: 3 clusters Score -9935107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -9935105.000000 Penalty: 5648.384766
	Iteration 30Q: 3 clusters Score -9935105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -9935104.000000 Penalty: 5648.384766
	Iteration 31Q: 3 clusters Score -9935104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -9935103.000000 Penalty: 5648.384766
	Iteration 32Q: 3 clusters Score -9935103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -9935101.000000 Penalty: 5648.384766
	Iteration 33Q: 3 clusters Score -9935101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -9935100.000000 Penalty: 5648.384766
	Iteration 34Q: 3 clusters Score -9935100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9935105.000000 Penalty: 5648.384766
	Iteration 35Q: 3 clusters Score -9935105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -9935102.000000 Penalty: 5648.384766
	Iteration 36Q: 3 clusters Score -9935102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -9935108.000000 Penalty: 5648.384766
	Iteration 37Q: 3 clusters Score -9935108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -9935107.000000 Penalty: 5648.384766
	Iteration 38Q: 3 clusters Score -9935107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -9935107.000000 Penalty: 5648.384766
	Iteration 39F: 3 clusters Score -9935107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 52383 members 
Mstep: Class 5 contains 77434 members 
Mstep: Class 6 contains 167608 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Entering Unmasked Estep 
Score: -211350688.000000 Penalty: 82641.054688
Splitting cluster 3 changes total score from -211264992.000000 to -211350688.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (52383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Entering Unmasked Estep 
Score: -5253267.000000 Penalty: 2694.851807
	Iteration 0F: 2 clusters Score -5253267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5218243.000000 Penalty: 5389.703613
	Iteration 0F: 3 clusters Score -5218243 nChanged 24226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5234763.000000 Penalty: 5389.703613
	Iteration 1F: 3 clusters Score -5234763 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -5239373.500000 Penalty: 5389.703613
	Iteration 2F: 3 clusters Score -5239374 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5243776.000000 Penalty: 5389.703613
	Iteration 3F: 3 clusters Score -5243776 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5246890.500000 Penalty: 5389.703613
	Iteration 4F: 3 clusters Score -5246890 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5248936.000000 Penalty: 5389.703613
	Iteration 5F: 3 clusters Score -5248936 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -5250546.500000 Penalty: 5389.703613
	Iteration 6Q: 3 clusters Score -5250546 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5252004.000000 Penalty: 5389.703613
	Iteration 7Q: 3 clusters Score -5252004 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -5253331.500000 Penalty: 5389.703613
	Iteration 8Q: 3 clusters Score -5253332 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5254629.000000 Penalty: 5389.703613
	Iteration 9Q: 3 clusters Score -5254629 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5256067.000000 Penalty: 5389.703613
	Iteration 10Q: 3 clusters Score -5256067 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -5257458.000000 Penalty: 5389.703613
	Iteration 11Q: 3 clusters Score -5257458 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5258713.500000 Penalty: 5389.703613
	Iteration 12Q: 3 clusters Score -5258714 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5259651.500000 Penalty: 5389.703613
	Iteration 13Q: 3 clusters Score -5259652 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -5260430.500000 Penalty: 5389.703613
	Iteration 14Q: 3 clusters Score -5260430 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5261003.500000 Penalty: 5389.703613
	Iteration 15Q: 3 clusters Score -5261004 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5261417.500000 Penalty: 5389.703613
	Iteration 16Q: 3 clusters Score -5261418 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5261664.500000 Penalty: 5389.703613
	Iteration 17Q: 3 clusters Score -5261664 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5261872.500000 Penalty: 5389.703613
	Iteration 18Q: 3 clusters Score -5261872 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -5262024.500000 Penalty: 5389.703613
	Iteration 19Q: 3 clusters Score -5262024 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5262231.000000 Penalty: 5389.703613
	Iteration 20F: 3 clusters Score -5262231 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5262400.500000 Penalty: 5389.703613
	Iteration 21Q: 3 clusters Score -5262400 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -5262621.500000 Penalty: 5389.703613
	Iteration 22Q: 3 clusters Score -5262622 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5262912.000000 Penalty: 5389.703613
	Iteration 23Q: 3 clusters Score -5262912 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5263291.500000 Penalty: 5389.703613
	Iteration 24Q: 3 clusters Score -5263292 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -5263575.000000 Penalty: 5389.703613
	Iteration 25Q: 3 clusters Score -5263575 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5263732.500000 Penalty: 5389.703613
	Iteration 26Q: 3 clusters Score -5263732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5263803.500000 Penalty: 5389.703613
	Iteration 27Q: 3 clusters Score -5263804 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5263831.500000 Penalty: 5389.703613
	Iteration 28Q: 3 clusters Score -5263832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5263842.000000 Penalty: 5389.703613
	Iteration 29Q: 3 clusters Score -5263842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5263849.500000 Penalty: 5389.703613
	Iteration 30Q: 3 clusters Score -5263850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -5263851.500000 Penalty: 5389.703613
	Iteration 31Q: 3 clusters Score -5263852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -5263852.500000 Penalty: 5389.703613
	Iteration 32Q: 3 clusters Score -5263852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5263858.500000 Penalty: 5389.703613
	Iteration 33Q: 3 clusters Score -5263858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -5263864.500000 Penalty: 5389.703613
	Iteration 34Q: 3 clusters Score -5263864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5263856.000000 Penalty: 5389.703613
	Iteration 35Q: 3 clusters Score -5263856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5263862.500000 Penalty: 5389.703613
	Iteration 36Q: 3 clusters Score -5263862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5263862.500000 Penalty: 5389.703613
	Iteration 37Q: 3 clusters Score -5263862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5263861.000000 Penalty: 5389.703613
	Iteration 38Q: 3 clusters Score -5263861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5263862.000000 Penalty: 5389.703613
	Iteration 39Q: 3 clusters Score -5263862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5263860.500000 Penalty: 5389.703613
	Iteration 40F: 3 clusters Score -5263860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5263861.500000 Penalty: 5389.703613
	Iteration 41Q: 3 clusters Score -5263862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5263872.500000 Penalty: 5389.703613
	Iteration 42Q: 3 clusters Score -5263872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5263874.500000 Penalty: 5389.703613
	Iteration 43Q: 3 clusters Score -5263874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5263868.000000 Penalty: 5389.703613
	Iteration 44Q: 3 clusters Score -5263868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5263872.500000 Penalty: 5389.703613
	Iteration 45Q: 3 clusters Score -5263872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5263877.000000 Penalty: 5389.703613
	Iteration 46Q: 3 clusters Score -5263877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5263877.000000 Penalty: 5389.703613
	Iteration 47F: 3 clusters Score -5263877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 77434 members 
Mstep: Class 6 contains 167608 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Entering Unmasked Estep 
Score: -211359056.000000 Penalty: 86234.148438
Splitting cluster 4 changes total score from -211264992.000000 to -211359056.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (77434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Entering Unmasked Estep 
Score: -8736091.000000 Penalty: 2791.781006
	Iteration 0F: 2 clusters Score -8736091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -8684352.000000 Penalty: 5583.562012
	Iteration 0F: 3 clusters Score -8684352 nChanged 36524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8713920.000000 Penalty: 5583.562012
	Iteration 1F: 3 clusters Score -8713920 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -8731170.000000 Penalty: 5583.562012
	Iteration 2F: 3 clusters Score -8731170 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -8744844.000000 Penalty: 5583.562012
	Iteration 3F: 3 clusters Score -8744844 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -8750452.000000 Penalty: 5583.562012
	Iteration 4F: 3 clusters Score -8750452 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8752799.000000 Penalty: 5583.562012
	Iteration 5Q: 3 clusters Score -8752799 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -8754167.000000 Penalty: 5583.562012
	Iteration 6Q: 3 clusters Score -8754167 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8755168.000000 Penalty: 5583.562012
	Iteration 7Q: 3 clusters Score -8755168 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8756051.000000 Penalty: 5583.562012
	Iteration 8Q: 3 clusters Score -8756051 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -8756754.000000 Penalty: 5583.562012
	Iteration 9Q: 3 clusters Score -8756754 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -8757380.000000 Penalty: 5583.562012
	Iteration 10Q: 3 clusters Score -8757380 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -8757771.000000 Penalty: 5583.562012
	Iteration 11Q: 3 clusters Score -8757771 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -8757981.000000 Penalty: 5583.562012
	Iteration 12Q: 3 clusters Score -8757981 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -8758127.000000 Penalty: 5583.562012
	Iteration 13Q: 3 clusters Score -8758127 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -8758149.000000 Penalty: 5583.562012
	Iteration 14Q: 3 clusters Score -8758149 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8758171.000000 Penalty: 5583.562012
	Iteration 15Q: 3 clusters Score -8758171 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -8758196.000000 Penalty: 5583.562012
	Iteration 16Q: 3 clusters Score -8758196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -8758226.000000 Penalty: 5583.562012
	Iteration 17Q: 3 clusters Score -8758226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -8758248.000000 Penalty: 5583.562012
	Iteration 18Q: 3 clusters Score -8758248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -8758271.000000 Penalty: 5583.562012
	Iteration 19Q: 3 clusters Score -8758271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -8758303.000000 Penalty: 5583.562012
	Iteration 20F: 3 clusters Score -8758303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8758297.000000 Penalty: 5583.562012
	Iteration 21Q: 3 clusters Score -8758297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -8758296.000000 Penalty: 5583.562012
	Iteration 22Q: 3 clusters Score -8758296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -8758294.000000 Penalty: 5583.562012
	Iteration 23Q: 3 clusters Score -8758294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -8758295.000000 Penalty: 5583.562012
	Iteration 24Q: 3 clusters Score -8758295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -8758296.000000 Penalty: 5583.562012
	Iteration 25Q: 3 clusters Score -8758296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -8758295.000000 Penalty: 5583.562012
	Iteration 26Q: 3 clusters Score -8758295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -8758294.000000 Penalty: 5583.562012
	Iteration 27Q: 3 clusters Score -8758294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -8758292.000000 Penalty: 5583.562012
	Iteration 28Q: 3 clusters Score -8758292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -8758290.000000 Penalty: 5583.562012
	Iteration 29Q: 3 clusters Score -8758290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -8758297.000000 Penalty: 5583.562012
	Iteration 30Q: 3 clusters Score -8758297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -8758308.000000 Penalty: 5583.562012
	Iteration 31Q: 3 clusters Score -8758308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -8758307.000000 Penalty: 5583.562012
	Iteration 32Q: 3 clusters Score -8758307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8758303.000000 Penalty: 5583.562012
	Iteration 33Q: 3 clusters Score -8758303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8758303.000000 Penalty: 5583.562012
	Iteration 34F: 3 clusters Score -8758303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 167608 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Entering Unmasked Estep 
Score: -211378144.000000 Penalty: 89827.234375
Splitting cluster 5 changes total score from -211264992.000000 to -211378144.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (167608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167608 members 
Entering Unmasked Estep 
Score: -18907944.000000 Penalty: 2983.287109
	Iteration 0F: 2 clusters Score -1.890794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -18795856.000000 Penalty: 5966.574219
	Iteration 0F: 3 clusters Score -1.879586e+07 nChanged 80328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -18845854.000000 Penalty: 5966.574219
	Iteration 1F: 3 clusters Score -1.884585e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -18853878.000000 Penalty: 5966.574219
	Iteration 2F: 3 clusters Score -1.885388e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -18871890.000000 Penalty: 5966.574219
	Iteration 3F: 3 clusters Score -1.887189e+07 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -18897794.000000 Penalty: 5966.574219
	Iteration 4F: 3 clusters Score -1.889779e+07 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -18918586.000000 Penalty: 5966.574219
	Iteration 5F: 3 clusters Score -1.891859e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -18931980.000000 Penalty: 5966.574219
	Iteration 6F: 3 clusters Score -1.893198e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -18939242.000000 Penalty: 5966.574219
	Iteration 7Q: 3 clusters Score -1.893924e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115533 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -18943394.000000 Penalty: 5966.574219
	Iteration 8Q: 3 clusters Score -1.894339e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114794 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -18945902.000000 Penalty: 5966.574219
	Iteration 9Q: 3 clusters Score -1.89459e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113925 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -18947756.000000 Penalty: 5966.574219
	Iteration 10Q: 3 clusters Score -1.894776e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112866 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -18949218.000000 Penalty: 5966.574219
	Iteration 11Q: 3 clusters Score -1.894922e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -18950384.000000 Penalty: 5966.574219
	Iteration 12Q: 3 clusters Score -1.895038e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -18951258.000000 Penalty: 5966.574219
	Iteration 13Q: 3 clusters Score -1.895126e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -18951898.000000 Penalty: 5966.574219
	Iteration 14Q: 3 clusters Score -1.89519e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -18952508.000000 Penalty: 5966.574219
	Iteration 15Q: 3 clusters Score -1.895251e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -18952896.000000 Penalty: 5966.574219
	Iteration 16Q: 3 clusters Score -1.89529e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -18953320.000000 Penalty: 5966.574219
	Iteration 17Q: 3 clusters Score -1.895332e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -18953516.000000 Penalty: 5966.574219
	Iteration 18Q: 3 clusters Score -1.895352e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -18953634.000000 Penalty: 5966.574219
	Iteration 19Q: 3 clusters Score -1.895363e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -18953770.000000 Penalty: 5966.574219
	Iteration 20F: 3 clusters Score -1.895377e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -18953854.000000 Penalty: 5966.574219
	Iteration 21Q: 3 clusters Score -1.895385e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -18953890.000000 Penalty: 5966.574219
	Iteration 22Q: 3 clusters Score -1.895389e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -18953988.000000 Penalty: 5966.574219
	Iteration 23Q: 3 clusters Score -1.895399e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -18954106.000000 Penalty: 5966.574219
	Iteration 24Q: 3 clusters Score -1.895411e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -18954176.000000 Penalty: 5966.574219
	Iteration 25Q: 3 clusters Score -1.895418e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -18954242.000000 Penalty: 5966.574219
	Iteration 26Q: 3 clusters Score -1.895424e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -18954304.000000 Penalty: 5966.574219
	Iteration 27Q: 3 clusters Score -1.89543e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -18954404.000000 Penalty: 5966.574219
	Iteration 28Q: 3 clusters Score -1.89544e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -18954534.000000 Penalty: 5966.574219
	Iteration 29Q: 3 clusters Score -1.895453e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -18954552.000000 Penalty: 5966.574219
	Iteration 30Q: 3 clusters Score -1.895455e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -18954530.000000 Penalty: 5966.574219
	Iteration 31Q: 3 clusters Score -1.895453e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 71031 members 
Entering Unmasked Estep 
Score: -18954542.000000 Penalty: 5966.574219
	Iteration 32Q: 3 clusters Score -1.895454e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -18954542.000000 Penalty: 5966.574219
	Iteration 33Q: 3 clusters Score -1.895454e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -18954568.000000 Penalty: 5966.574219
	Iteration 34Q: 3 clusters Score -1.895457e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -18954562.000000 Penalty: 5966.574219
	Iteration 35Q: 3 clusters Score -1.895456e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -18954656.000000 Penalty: 5966.574219
	Iteration 36Q: 3 clusters Score -1.895466e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -18954680.000000 Penalty: 5966.574219
	Iteration 37Q: 3 clusters Score -1.895468e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -18954692.000000 Penalty: 5966.574219
	Iteration 38Q: 3 clusters Score -1.895469e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -18954724.000000 Penalty: 5966.574219
	Iteration 39Q: 3 clusters Score -1.895472e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -18954750.000000 Penalty: 5966.574219
	Iteration 40F: 3 clusters Score -1.895475e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -18954776.000000 Penalty: 5966.574219
	Iteration 41Q: 3 clusters Score -1.895478e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -18954776.000000 Penalty: 5966.574219
	Iteration 42Q: 3 clusters Score -1.895478e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -18954756.000000 Penalty: 5966.574219
	Iteration 43Q: 3 clusters Score -1.895476e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -18954754.000000 Penalty: 5966.574219
	Iteration 44Q: 3 clusters Score -1.895475e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -18954744.000000 Penalty: 5966.574219
	Iteration 45Q: 3 clusters Score -1.895474e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -18954690.000000 Penalty: 5966.574219
	Iteration 46Q: 3 clusters Score -1.895469e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -18954780.000000 Penalty: 5966.574219
	Iteration 47Q: 3 clusters Score -1.895478e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -18954816.000000 Penalty: 5966.574219
	Iteration 48Q: 3 clusters Score -1.895482e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -18954820.000000 Penalty: 5966.574219
	Iteration 49Q: 3 clusters Score -1.895482e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -18954814.000000 Penalty: 5966.574219
	Iteration 50Q: 3 clusters Score -1.895481e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -18954830.000000 Penalty: 5966.574219
	Iteration 51Q: 3 clusters Score -1.895483e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -18954870.000000 Penalty: 5966.574219
	Iteration 52Q: 3 clusters Score -1.895487e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -18954878.000000 Penalty: 5966.574219
	Iteration 53Q: 3 clusters Score -1.895488e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -18954940.000000 Penalty: 5966.574219
	Iteration 54Q: 3 clusters Score -1.895494e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -18954958.000000 Penalty: 5966.574219
	Iteration 55Q: 3 clusters Score -1.895496e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -18955012.000000 Penalty: 5966.574219
	Iteration 56Q: 3 clusters Score -1.895501e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -18955018.000000 Penalty: 5966.574219
	Iteration 57Q: 3 clusters Score -1.895502e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -18955046.000000 Penalty: 5966.574219
	Iteration 58Q: 3 clusters Score -1.895505e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -18955056.000000 Penalty: 5966.574219
	Iteration 59Q: 3 clusters Score -1.895506e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -18955046.000000 Penalty: 5966.574219
	Iteration 60F: 3 clusters Score -1.895505e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -18955026.000000 Penalty: 5966.574219
	Iteration 61Q: 3 clusters Score -1.895503e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -18955032.000000 Penalty: 5966.574219
	Iteration 62Q: 3 clusters Score -1.895503e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -18955038.000000 Penalty: 5966.574219
	Iteration 63Q: 3 clusters Score -1.895504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -18955010.000000 Penalty: 5966.574219
	Iteration 64Q: 3 clusters Score -1.895501e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -18955040.000000 Penalty: 5966.574219
	Iteration 65Q: 3 clusters Score -1.895504e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -18955010.000000 Penalty: 5966.574219
	Iteration 66Q: 3 clusters Score -1.895501e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -18955026.000000 Penalty: 5966.574219
	Iteration 67Q: 3 clusters Score -1.895503e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -18955004.000000 Penalty: 5966.574219
	Iteration 68Q: 3 clusters Score -1.8955e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -18954994.000000 Penalty: 5966.574219
	Iteration 69Q: 3 clusters Score -1.895499e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -18955020.000000 Penalty: 5966.574219
	Iteration 70Q: 3 clusters Score -1.895502e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -18955004.000000 Penalty: 5966.574219
	Iteration 71Q: 3 clusters Score -1.8955e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -18955044.000000 Penalty: 5966.574219
	Iteration 72Q: 3 clusters Score -1.895504e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -18955060.000000 Penalty: 5966.574219
	Iteration 73Q: 3 clusters Score -1.895506e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -18955060.000000 Penalty: 5966.574219
	Iteration 74Q: 3 clusters Score -1.895506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -18955090.000000 Penalty: 5966.574219
	Iteration 75Q: 3 clusters Score -1.895509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -18955094.000000 Penalty: 5966.574219
	Iteration 76Q: 3 clusters Score -1.895509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -18955106.000000 Penalty: 5966.574219
	Iteration 77Q: 3 clusters Score -1.895511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -18955090.000000 Penalty: 5966.574219
	Iteration 78Q: 3 clusters Score -1.895509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -18955084.000000 Penalty: 5966.574219
	Iteration 79Q: 3 clusters Score -1.895508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -18955090.000000 Penalty: 5966.574219
	Iteration 80F: 3 clusters Score -1.895509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -18955088.000000 Penalty: 5966.574219
	Iteration 81Q: 3 clusters Score -1.895509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -18955092.000000 Penalty: 5966.574219
	Iteration 82Q: 3 clusters Score -1.895509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -18955076.000000 Penalty: 5966.574219
	Iteration 83Q: 3 clusters Score -1.895508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -18955078.000000 Penalty: 5966.574219
	Iteration 84Q: 3 clusters Score -1.895508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -18955088.000000 Penalty: 5966.574219
	Iteration 85Q: 3 clusters Score -1.895509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -18955082.000000 Penalty: 5966.574219
	Iteration 86Q: 3 clusters Score -1.895508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -18955062.000000 Penalty: 5966.574219
	Iteration 87Q: 3 clusters Score -1.895506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -18955056.000000 Penalty: 5966.574219
	Iteration 88Q: 3 clusters Score -1.895506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -18955068.000000 Penalty: 5966.574219
	Iteration 89Q: 3 clusters Score -1.895507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -18955064.000000 Penalty: 5966.574219
	Iteration 90Q: 3 clusters Score -1.895506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -18955074.000000 Penalty: 5966.574219
	Iteration 91Q: 3 clusters Score -1.895507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -18955092.000000 Penalty: 5966.574219
	Iteration 92Q: 3 clusters Score -1.895509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -18955100.000000 Penalty: 5966.574219
	Iteration 93Q: 3 clusters Score -1.89551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -18955102.000000 Penalty: 5966.574219
	Iteration 94Q: 3 clusters Score -1.89551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -18955094.000000 Penalty: 5966.574219
	Iteration 95Q: 3 clusters Score -1.895509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -18955094.000000 Penalty: 5966.574219
	Iteration 96Q: 3 clusters Score -1.895509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -18955090.000000 Penalty: 5966.574219
	Iteration 97Q: 3 clusters Score -1.895509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -18955086.000000 Penalty: 5966.574219
	Iteration 98Q: 3 clusters Score -1.895509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -18955090.000000 Penalty: 5966.574219
	Iteration 99Q: 3 clusters Score -1.895509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -18955106.000000 Penalty: 5966.574219
	Iteration 100F: 3 clusters Score -1.895511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -18955102.000000 Penalty: 5966.574219
	Iteration 101Q: 3 clusters Score -1.89551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -18955120.000000 Penalty: 5966.574219
	Iteration 102Q: 3 clusters Score -1.895512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -18955116.000000 Penalty: 5966.574219
	Iteration 103Q: 3 clusters Score -1.895512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -18955128.000000 Penalty: 5966.574219
	Iteration 104Q: 3 clusters Score -1.895513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -18955108.000000 Penalty: 5966.574219
	Iteration 105Q: 3 clusters Score -1.895511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88326 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -18955128.000000 Penalty: 5966.574219
	Iteration 106Q: 3 clusters Score -1.895513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -18955136.000000 Penalty: 5966.574219
	Iteration 107Q: 3 clusters Score -1.895514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -18955144.000000 Penalty: 5966.574219
	Iteration 108Q: 3 clusters Score -1.895514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -18955156.000000 Penalty: 5966.574219
	Iteration 109Q: 3 clusters Score -1.895516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -18955148.000000 Penalty: 5966.574219
	Iteration 110Q: 3 clusters Score -1.895515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -18955148.000000 Penalty: 5966.574219
	Iteration 111Q: 3 clusters Score -1.895515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -18955150.000000 Penalty: 5966.574219
	Iteration 112Q: 3 clusters Score -1.895515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -18955148.000000 Penalty: 5966.574219
	Iteration 113Q: 3 clusters Score -1.895515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -18955148.000000 Penalty: 5966.574219
	Iteration 114Q: 3 clusters Score -1.895515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -18955158.000000 Penalty: 5966.574219
	Iteration 115Q: 3 clusters Score -1.895516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -18955158.000000 Penalty: 5966.574219
	Iteration 116F: 3 clusters Score -1.895516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Entering Unmasked Estep 
Score: -211408256.000000 Penalty: 93420.328125
Splitting cluster 6 changes total score from -211264992.000000 to -211408256.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (21651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Entering Unmasked Estep 
Score: -1821811.750000 Penalty: 2475.736084
	Iteration 0F: 2 clusters Score -1821812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1807387.500000 Penalty: 4951.472168
	Iteration 0F: 3 clusters Score -1807388 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1822955.875000 Penalty: 4951.472168
	Iteration 1F: 3 clusters Score -1822956 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1835580.875000 Penalty: 4951.472168
	Iteration 2F: 3 clusters Score -1835581 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1839997.250000 Penalty: 4951.472168
	Iteration 3F: 3 clusters Score -1839997 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1841495.125000 Penalty: 4951.472168
	Iteration 4F: 3 clusters Score -1841495 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1842187.875000 Penalty: 4951.472168
	Iteration 5Q: 3 clusters Score -1842188 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1842538.875000 Penalty: 4951.472168
	Iteration 6Q: 3 clusters Score -1842539 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1842744.750000 Penalty: 4951.472168
	Iteration 7Q: 3 clusters Score -1842745 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1842865.625000 Penalty: 4951.472168
	Iteration 8Q: 3 clusters Score -1842866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1842929.500000 Penalty: 4951.472168
	Iteration 9Q: 3 clusters Score -1842930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1842996.625000 Penalty: 4951.472168
	Iteration 10Q: 3 clusters Score -1842997 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1843045.875000 Penalty: 4951.472168
	Iteration 11Q: 3 clusters Score -1843046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1843095.000000 Penalty: 4951.472168
	Iteration 12Q: 3 clusters Score -1843095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1843137.375000 Penalty: 4951.472168
	Iteration 13Q: 3 clusters Score -1843137 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1843167.000000 Penalty: 4951.472168
	Iteration 14Q: 3 clusters Score -1843167 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1843204.000000 Penalty: 4951.472168
	Iteration 15Q: 3 clusters Score -1843204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1843237.750000 Penalty: 4951.472168
	Iteration 16Q: 3 clusters Score -1843238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1843261.375000 Penalty: 4951.472168
	Iteration 17Q: 3 clusters Score -1843261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1843276.250000 Penalty: 4951.472168
	Iteration 18Q: 3 clusters Score -1843276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1843287.125000 Penalty: 4951.472168
	Iteration 19Q: 3 clusters Score -1843287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1843294.000000 Penalty: 4951.472168
	Iteration 20F: 3 clusters Score -1843294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1843294.750000 Penalty: 4951.472168
	Iteration 21Q: 3 clusters Score -1843295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1843300.500000 Penalty: 4951.472168
	Iteration 22Q: 3 clusters Score -1843300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1843303.125000 Penalty: 4951.472168
	Iteration 23Q: 3 clusters Score -1843303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1843298.375000 Penalty: 4951.472168
	Iteration 24Q: 3 clusters Score -1843298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1843310.000000 Penalty: 4951.472168
	Iteration 25Q: 3 clusters Score -1843310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1843305.875000 Penalty: 4951.472168
	Iteration 26Q: 3 clusters Score -1843306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1843312.125000 Penalty: 4951.472168
	Iteration 27Q: 3 clusters Score -1843312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1843321.000000 Penalty: 4951.472168
	Iteration 28Q: 3 clusters Score -1843321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1843324.500000 Penalty: 4951.472168
	Iteration 29Q: 3 clusters Score -1843324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1843323.125000 Penalty: 4951.472168
	Iteration 30Q: 3 clusters Score -1843323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1843331.750000 Penalty: 4951.472168
	Iteration 31Q: 3 clusters Score -1843332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1843330.125000 Penalty: 4951.472168
	Iteration 32Q: 3 clusters Score -1843330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1843331.500000 Penalty: 4951.472168
	Iteration 33Q: 3 clusters Score -1843332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1843330.625000 Penalty: 4951.472168
	Iteration 34Q: 3 clusters Score -1843331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1843331.875000 Penalty: 4951.472168
	Iteration 35Q: 3 clusters Score -1843332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1843342.125000 Penalty: 4951.472168
	Iteration 36Q: 3 clusters Score -1843342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1843352.375000 Penalty: 4951.472168
	Iteration 37Q: 3 clusters Score -1843352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1843358.625000 Penalty: 4951.472168
	Iteration 38Q: 3 clusters Score -1843359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1843359.375000 Penalty: 4951.472168
	Iteration 39Q: 3 clusters Score -1843359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1843366.000000 Penalty: 4951.472168
	Iteration 40F: 3 clusters Score -1843366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1843366.750000 Penalty: 4951.472168
	Iteration 41Q: 3 clusters Score -1843367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1843372.250000 Penalty: 4951.472168
	Iteration 42Q: 3 clusters Score -1843372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1843373.125000 Penalty: 4951.472168
	Iteration 43Q: 3 clusters Score -1843373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1843374.625000 Penalty: 4951.472168
	Iteration 44Q: 3 clusters Score -1843375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1843373.000000 Penalty: 4951.472168
	Iteration 45Q: 3 clusters Score -1843373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1843373.875000 Penalty: 4951.472168
	Iteration 46Q: 3 clusters Score -1843374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1843375.375000 Penalty: 4951.472168
	Iteration 47Q: 3 clusters Score -1843375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1843375.375000 Penalty: 4951.472168
	Iteration 48F: 3 clusters Score -1843375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 180655 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Entering Unmasked Estep 
Score: -211431088.000000 Penalty: 97013.414062
Splitting cluster 7 changes total score from -211264992.000000 to -211431088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (180655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180655 members 
Entering Unmasked Estep 
Score: -20679448.000000 Penalty: 3001.877441
	Iteration 0F: 2 clusters Score -2.067945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -20560226.000000 Penalty: 6003.754883
	Iteration 0F: 3 clusters Score -2.056023e+07 nChanged 86777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -20620280.000000 Penalty: 6003.754883
	Iteration 1F: 3 clusters Score -2.062028e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -20634610.000000 Penalty: 6003.754883
	Iteration 2F: 3 clusters Score -2.063461e+07 nChanged 18495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -20651964.000000 Penalty: 6003.754883
	Iteration 3F: 3 clusters Score -2.065196e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -20666462.000000 Penalty: 6003.754883
	Iteration 4F: 3 clusters Score -2.066646e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -20675684.000000 Penalty: 6003.754883
	Iteration 5F: 3 clusters Score -2.067568e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -20682442.000000 Penalty: 6003.754883
	Iteration 6Q: 3 clusters Score -2.068244e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -20687390.000000 Penalty: 6003.754883
	Iteration 7Q: 3 clusters Score -2.068739e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -20689872.000000 Penalty: 6003.754883
	Iteration 8Q: 3 clusters Score -2.068987e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -20691362.000000 Penalty: 6003.754883
	Iteration 9Q: 3 clusters Score -2.069136e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -20692414.000000 Penalty: 6003.754883
	Iteration 10Q: 3 clusters Score -2.069241e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147308 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -20693000.000000 Penalty: 6003.754883
	Iteration 11Q: 3 clusters Score -2.0693e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -20693346.000000 Penalty: 6003.754883
	Iteration 12Q: 3 clusters Score -2.069335e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -20693636.000000 Penalty: 6003.754883
	Iteration 13Q: 3 clusters Score -2.069364e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151163 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -20693778.000000 Penalty: 6003.754883
	Iteration 14Q: 3 clusters Score -2.069378e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -20693924.000000 Penalty: 6003.754883
	Iteration 15Q: 3 clusters Score -2.069392e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152542 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -20694018.000000 Penalty: 6003.754883
	Iteration 16Q: 3 clusters Score -2.069402e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -20694048.000000 Penalty: 6003.754883
	Iteration 17Q: 3 clusters Score -2.069405e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -20694106.000000 Penalty: 6003.754883
	Iteration 18Q: 3 clusters Score -2.069411e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -20694154.000000 Penalty: 6003.754883
	Iteration 19Q: 3 clusters Score -2.069415e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154179 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -20694132.000000 Penalty: 6003.754883
	Iteration 20F: 3 clusters Score -2.069413e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -20694148.000000 Penalty: 6003.754883
	Iteration 21Q: 3 clusters Score -2.069415e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154736 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -20694146.000000 Penalty: 6003.754883
	Iteration 22Q: 3 clusters Score -2.069415e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -20694132.000000 Penalty: 6003.754883
	Iteration 23Q: 3 clusters Score -2.069413e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -20694178.000000 Penalty: 6003.754883
	Iteration 24Q: 3 clusters Score -2.069418e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155374 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -20694200.000000 Penalty: 6003.754883
	Iteration 25Q: 3 clusters Score -2.06942e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -20694184.000000 Penalty: 6003.754883
	Iteration 26Q: 3 clusters Score -2.069418e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155644 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -20694200.000000 Penalty: 6003.754883
	Iteration 27Q: 3 clusters Score -2.06942e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155773 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -20694238.000000 Penalty: 6003.754883
	Iteration 28Q: 3 clusters Score -2.069424e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -20694204.000000 Penalty: 6003.754883
	Iteration 29Q: 3 clusters Score -2.06942e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -20694202.000000 Penalty: 6003.754883
	Iteration 30Q: 3 clusters Score -2.06942e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -20694242.000000 Penalty: 6003.754883
	Iteration 31Q: 3 clusters Score -2.069424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -20694232.000000 Penalty: 6003.754883
	Iteration 32Q: 3 clusters Score -2.069423e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -20694230.000000 Penalty: 6003.754883
	Iteration 33Q: 3 clusters Score -2.069423e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -20694240.000000 Penalty: 6003.754883
	Iteration 34Q: 3 clusters Score -2.069424e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -20694238.000000 Penalty: 6003.754883
	Iteration 35Q: 3 clusters Score -2.069424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -20694236.000000 Penalty: 6003.754883
	Iteration 36Q: 3 clusters Score -2.069424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -20694206.000000 Penalty: 6003.754883
	Iteration 37Q: 3 clusters Score -2.069421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -20694200.000000 Penalty: 6003.754883
	Iteration 38Q: 3 clusters Score -2.06942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -20694210.000000 Penalty: 6003.754883
	Iteration 39Q: 3 clusters Score -2.069421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -20694186.000000 Penalty: 6003.754883
	Iteration 40F: 3 clusters Score -2.069419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -20694182.000000 Penalty: 6003.754883
	Iteration 41Q: 3 clusters Score -2.069418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -20694192.000000 Penalty: 6003.754883
	Iteration 42Q: 3 clusters Score -2.069419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156484 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -20694196.000000 Penalty: 6003.754883
	Iteration 43Q: 3 clusters Score -2.06942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -20694204.000000 Penalty: 6003.754883
	Iteration 44Q: 3 clusters Score -2.06942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -20694228.000000 Penalty: 6003.754883
	Iteration 45Q: 3 clusters Score -2.069423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156507 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -20694224.000000 Penalty: 6003.754883
	Iteration 46Q: 3 clusters Score -2.069422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -20694206.000000 Penalty: 6003.754883
	Iteration 47Q: 3 clusters Score -2.069421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -20694216.000000 Penalty: 6003.754883
	Iteration 48Q: 3 clusters Score -2.069422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -20694214.000000 Penalty: 6003.754883
	Iteration 49Q: 3 clusters Score -2.069421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -20694206.000000 Penalty: 6003.754883
	Iteration 50Q: 3 clusters Score -2.069421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -20694218.000000 Penalty: 6003.754883
	Iteration 51Q: 3 clusters Score -2.069422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -20694204.000000 Penalty: 6003.754883
	Iteration 52Q: 3 clusters Score -2.06942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156537 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -20694214.000000 Penalty: 6003.754883
	Iteration 53Q: 3 clusters Score -2.069421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156539 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -20694212.000000 Penalty: 6003.754883
	Iteration 54Q: 3 clusters Score -2.069421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -20694216.000000 Penalty: 6003.754883
	Iteration 55Q: 3 clusters Score -2.069422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -20694210.000000 Penalty: 6003.754883
	Iteration 56Q: 3 clusters Score -2.069421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -20694208.000000 Penalty: 6003.754883
	Iteration 57Q: 3 clusters Score -2.069421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156549 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -20694194.000000 Penalty: 6003.754883
	Iteration 58Q: 3 clusters Score -2.069419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156551 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -20694204.000000 Penalty: 6003.754883
	Iteration 59Q: 3 clusters Score -2.06942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156551 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -20694204.000000 Penalty: 6003.754883
	Iteration 60F: 3 clusters Score -2.06942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 286059 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Entering Unmasked Estep 
Score: -211445248.000000 Penalty: 100606.507812
Splitting cluster 8 changes total score from -211264992.000000 to -211445248.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (286059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286059 members 
Entering Unmasked Estep 
Score: -33305298.000000 Penalty: 3115.860352
	Iteration 0F: 2 clusters Score -3.33053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 142275 members 
Entering Unmasked Estep 
Score: -33126668.000000 Penalty: 6231.720703
	Iteration 0F: 3 clusters Score -3.312667e+07 nChanged 138789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 123452 members 
Entering Unmasked Estep 
Score: -33216234.000000 Penalty: 6231.720703
	Iteration 1F: 3 clusters Score -3.321623e+07 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
Score: -33228420.000000 Penalty: 6231.720703
	Iteration 2F: 3 clusters Score -3.322842e+07 nChanged 24608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192812 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -33245370.000000 Penalty: 6231.720703
	Iteration 3F: 3 clusters Score -3.324537e+07 nChanged 24841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210715 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -33261232.000000 Penalty: 6231.720703
	Iteration 4F: 3 clusters Score -3.326123e+07 nChanged 19814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225595 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -33272642.000000 Penalty: 6231.720703
	Iteration 5F: 3 clusters Score -3.327264e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237112 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -33280762.000000 Penalty: 6231.720703
	Iteration 6Q: 3 clusters Score -3.328076e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246262 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -33287694.000000 Penalty: 6231.720703
	Iteration 7Q: 3 clusters Score -3.328769e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253759 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -33293636.000000 Penalty: 6231.720703
	Iteration 8Q: 3 clusters Score -3.329364e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259528 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -33298876.000000 Penalty: 6231.720703
	Iteration 9Q: 3 clusters Score -3.329888e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263475 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -33302936.000000 Penalty: 6231.720703
	Iteration 10Q: 3 clusters Score -3.330294e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266217 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -33305764.000000 Penalty: 6231.720703
	Iteration 11Q: 3 clusters Score -3.330576e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268251 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -33307824.000000 Penalty: 6231.720703
	Iteration 12Q: 3 clusters Score -3.330782e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269897 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -33309252.000000 Penalty: 6231.720703
	Iteration 13Q: 3 clusters Score -3.330925e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271252 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -33310462.000000 Penalty: 6231.720703
	Iteration 14Q: 3 clusters Score -3.331046e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272366 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -33311478.000000 Penalty: 6231.720703
	Iteration 15Q: 3 clusters Score -3.331148e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273287 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -33312426.000000 Penalty: 6231.720703
	Iteration 16Q: 3 clusters Score -3.331243e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274018 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -33313088.000000 Penalty: 6231.720703
	Iteration 17Q: 3 clusters Score -3.331309e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274600 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -33313548.000000 Penalty: 6231.720703
	Iteration 18Q: 3 clusters Score -3.331355e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275083 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -33313948.000000 Penalty: 6231.720703
	Iteration 19Q: 3 clusters Score -3.331395e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275473 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -33314204.000000 Penalty: 6231.720703
	Iteration 20F: 3 clusters Score -3.33142e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275800 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -33314330.000000 Penalty: 6231.720703
	Iteration 21Q: 3 clusters Score -3.331433e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276042 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -33314422.000000 Penalty: 6231.720703
	Iteration 22Q: 3 clusters Score -3.331442e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276250 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -33314438.000000 Penalty: 6231.720703
	Iteration 23Q: 3 clusters Score -3.331444e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276429 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -33314464.000000 Penalty: 6231.720703
	Iteration 24Q: 3 clusters Score -3.331446e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276593 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -33314536.000000 Penalty: 6231.720703
	Iteration 25Q: 3 clusters Score -3.331454e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276697 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -33314602.000000 Penalty: 6231.720703
	Iteration 26Q: 3 clusters Score -3.33146e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276786 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -33314620.000000 Penalty: 6231.720703
	Iteration 27Q: 3 clusters Score -3.331462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276860 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -33314630.000000 Penalty: 6231.720703
	Iteration 28Q: 3 clusters Score -3.331463e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276912 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -33314582.000000 Penalty: 6231.720703
	Iteration 29Q: 3 clusters Score -3.331458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276947 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -33314606.000000 Penalty: 6231.720703
	Iteration 30Q: 3 clusters Score -3.331461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276978 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -33314630.000000 Penalty: 6231.720703
	Iteration 31Q: 3 clusters Score -3.331463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277007 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -33314658.000000 Penalty: 6231.720703
	Iteration 32Q: 3 clusters Score -3.331466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277033 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -33314658.000000 Penalty: 6231.720703
	Iteration 33Q: 3 clusters Score -3.331466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277062 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -33314640.000000 Penalty: 6231.720703
	Iteration 34Q: 3 clusters Score -3.331464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277086 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -33314626.000000 Penalty: 6231.720703
	Iteration 35Q: 3 clusters Score -3.331463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277106 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -33314634.000000 Penalty: 6231.720703
	Iteration 36Q: 3 clusters Score -3.331463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277122 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -33314632.000000 Penalty: 6231.720703
	Iteration 37Q: 3 clusters Score -3.331463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277144 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -33314620.000000 Penalty: 6231.720703
	Iteration 38Q: 3 clusters Score -3.331462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277158 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -33314656.000000 Penalty: 6231.720703
	Iteration 39Q: 3 clusters Score -3.331466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277175 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -33314672.000000 Penalty: 6231.720703
	Iteration 40F: 3 clusters Score -3.331467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277198 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -33314688.000000 Penalty: 6231.720703
	Iteration 41Q: 3 clusters Score -3.331469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277225 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -33314704.000000 Penalty: 6231.720703
	Iteration 42Q: 3 clusters Score -3.33147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277243 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -33314686.000000 Penalty: 6231.720703
	Iteration 43Q: 3 clusters Score -3.331469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277253 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -33314698.000000 Penalty: 6231.720703
	Iteration 44Q: 3 clusters Score -3.33147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277258 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -33314692.000000 Penalty: 6231.720703
	Iteration 45Q: 3 clusters Score -3.331469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277259 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -33314686.000000 Penalty: 6231.720703
	Iteration 46Q: 3 clusters Score -3.331469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277259 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -33314686.000000 Penalty: 6231.720703
	Iteration 47F: 3 clusters Score -3.331469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Entering Unmasked Estep 
Score: -211452032.000000 Penalty: 104199.593750
Splitting cluster 9 changes total score from -211264992.000000 to -211452032.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (35979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Entering Unmasked Estep 
Score: -3377926.500000 Penalty: 2601.691406
	Iteration 0F: 2 clusters Score -3377926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3353768.250000 Penalty: 5203.382812
	Iteration 0F: 3 clusters Score -3353768 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3369573.250000 Penalty: 5203.382812
	Iteration 1F: 3 clusters Score -3369573 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3376497.750000 Penalty: 5203.382812
	Iteration 2F: 3 clusters Score -3376498 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3381195.000000 Penalty: 5203.382812
	Iteration 3F: 3 clusters Score -3381195 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3383247.000000 Penalty: 5203.382812
	Iteration 4F: 3 clusters Score -3383247 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3384142.250000 Penalty: 5203.382812
	Iteration 5Q: 3 clusters Score -3384142 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3384768.000000 Penalty: 5203.382812
	Iteration 6Q: 3 clusters Score -3384768 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3385271.500000 Penalty: 5203.382812
	Iteration 7Q: 3 clusters Score -3385272 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3385836.500000 Penalty: 5203.382812
	Iteration 8Q: 3 clusters Score -3385836 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3386321.750000 Penalty: 5203.382812
	Iteration 9Q: 3 clusters Score -3386322 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3386708.000000 Penalty: 5203.382812
	Iteration 10Q: 3 clusters Score -3386708 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3386986.250000 Penalty: 5203.382812
	Iteration 11Q: 3 clusters Score -3386986 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3387212.750000 Penalty: 5203.382812
	Iteration 12Q: 3 clusters Score -3387213 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3387370.750000 Penalty: 5203.382812
	Iteration 13Q: 3 clusters Score -3387371 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3387483.500000 Penalty: 5203.382812
	Iteration 14Q: 3 clusters Score -3387484 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3387603.750000 Penalty: 5203.382812
	Iteration 15Q: 3 clusters Score -3387604 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3387739.500000 Penalty: 5203.382812
	Iteration 16Q: 3 clusters Score -3387740 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3387938.750000 Penalty: 5203.382812
	Iteration 17Q: 3 clusters Score -3387939 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3388291.500000 Penalty: 5203.382812
	Iteration 18Q: 3 clusters Score -3388292 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3389028.500000 Penalty: 5203.382812
	Iteration 19Q: 3 clusters Score -3389028 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3390057.250000 Penalty: 5203.382812
	Iteration 20F: 3 clusters Score -3390057 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3390967.750000 Penalty: 5203.382812
	Iteration 21Q: 3 clusters Score -3390968 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3391540.000000 Penalty: 5203.382812
	Iteration 22Q: 3 clusters Score -3391540 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3391977.250000 Penalty: 5203.382812
	Iteration 23Q: 3 clusters Score -3391977 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3392468.500000 Penalty: 5203.382812
	Iteration 24Q: 3 clusters Score -3392468 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3393274.500000 Penalty: 5203.382812
	Iteration 25Q: 3 clusters Score -3393274 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3393881.000000 Penalty: 5203.382812
	Iteration 26Q: 3 clusters Score -3393881 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3394268.250000 Penalty: 5203.382812
	Iteration 27Q: 3 clusters Score -3394268 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3394606.750000 Penalty: 5203.382812
	Iteration 28Q: 3 clusters Score -3394607 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3394904.500000 Penalty: 5203.382812
	Iteration 29Q: 3 clusters Score -3394904 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3395149.000000 Penalty: 5203.382812
	Iteration 30Q: 3 clusters Score -3395149 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3395357.000000 Penalty: 5203.382812
	Iteration 31Q: 3 clusters Score -3395357 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3395555.250000 Penalty: 5203.382812
	Iteration 32Q: 3 clusters Score -3395555 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3395698.000000 Penalty: 5203.382812
	Iteration 33Q: 3 clusters Score -3395698 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3395799.500000 Penalty: 5203.382812
	Iteration 34Q: 3 clusters Score -3395800 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3395905.750000 Penalty: 5203.382812
	Iteration 35Q: 3 clusters Score -3395906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3395958.750000 Penalty: 5203.382812
	Iteration 36Q: 3 clusters Score -3395959 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3396022.250000 Penalty: 5203.382812
	Iteration 37Q: 3 clusters Score -3396022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3396063.750000 Penalty: 5203.382812
	Iteration 38Q: 3 clusters Score -3396064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3396105.750000 Penalty: 5203.382812
	Iteration 39Q: 3 clusters Score -3396106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3396205.000000 Penalty: 5203.382812
	Iteration 40F: 3 clusters Score -3396205 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3396284.000000 Penalty: 5203.382812
	Iteration 41Q: 3 clusters Score -3396284 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3396399.750000 Penalty: 5203.382812
	Iteration 42Q: 3 clusters Score -3396400 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3396552.750000 Penalty: 5203.382812
	Iteration 43Q: 3 clusters Score -3396553 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3396794.500000 Penalty: 5203.382812
	Iteration 44Q: 3 clusters Score -3396794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3396918.000000 Penalty: 5203.382812
	Iteration 45Q: 3 clusters Score -3396918 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3397018.500000 Penalty: 5203.382812
	Iteration 46Q: 3 clusters Score -3397018 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3397079.000000 Penalty: 5203.382812
	Iteration 47Q: 3 clusters Score -3397079 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3397120.750000 Penalty: 5203.382812
	Iteration 48Q: 3 clusters Score -3397121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3397151.750000 Penalty: 5203.382812
	Iteration 49Q: 3 clusters Score -3397152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3397186.000000 Penalty: 5203.382812
	Iteration 50Q: 3 clusters Score -3397186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3397198.750000 Penalty: 5203.382812
	Iteration 51Q: 3 clusters Score -3397199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3397235.000000 Penalty: 5203.382812
	Iteration 52Q: 3 clusters Score -3397235 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3397265.250000 Penalty: 5203.382812
	Iteration 53Q: 3 clusters Score -3397265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3397290.000000 Penalty: 5203.382812
	Iteration 54Q: 3 clusters Score -3397290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3397306.000000 Penalty: 5203.382812
	Iteration 55Q: 3 clusters Score -3397306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3397314.250000 Penalty: 5203.382812
	Iteration 56Q: 3 clusters Score -3397314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3397359.500000 Penalty: 5203.382812
	Iteration 57Q: 3 clusters Score -3397360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3397377.250000 Penalty: 5203.382812
	Iteration 58Q: 3 clusters Score -3397377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3397418.000000 Penalty: 5203.382812
	Iteration 59Q: 3 clusters Score -3397418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3397466.250000 Penalty: 5203.382812
	Iteration 60F: 3 clusters Score -3397466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3397545.750000 Penalty: 5203.382812
	Iteration 61Q: 3 clusters Score -3397546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3397649.500000 Penalty: 5203.382812
	Iteration 62Q: 3 clusters Score -3397650 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3397783.000000 Penalty: 5203.382812
	Iteration 63Q: 3 clusters Score -3397783 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3397892.250000 Penalty: 5203.382812
	Iteration 64Q: 3 clusters Score -3397892 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3397974.750000 Penalty: 5203.382812
	Iteration 65Q: 3 clusters Score -3397975 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3398028.250000 Penalty: 5203.382812
	Iteration 66Q: 3 clusters Score -3398028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3398070.750000 Penalty: 5203.382812
	Iteration 67Q: 3 clusters Score -3398071 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3398113.500000 Penalty: 5203.382812
	Iteration 68Q: 3 clusters Score -3398114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3398158.750000 Penalty: 5203.382812
	Iteration 69Q: 3 clusters Score -3398159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3398213.250000 Penalty: 5203.382812
	Iteration 70Q: 3 clusters Score -3398213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3398234.500000 Penalty: 5203.382812
	Iteration 71Q: 3 clusters Score -3398234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3398245.250000 Penalty: 5203.382812
	Iteration 72Q: 3 clusters Score -3398245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3398247.750000 Penalty: 5203.382812
	Iteration 73Q: 3 clusters Score -3398248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3398251.500000 Penalty: 5203.382812
	Iteration 74Q: 3 clusters Score -3398252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3398260.750000 Penalty: 5203.382812
	Iteration 75Q: 3 clusters Score -3398261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3398266.000000 Penalty: 5203.382812
	Iteration 76Q: 3 clusters Score -3398266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3398264.500000 Penalty: 5203.382812
	Iteration 77Q: 3 clusters Score -3398264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3398258.250000 Penalty: 5203.382812
	Iteration 78Q: 3 clusters Score -3398258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3398257.750000 Penalty: 5203.382812
	Iteration 79Q: 3 clusters Score -3398258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3398254.250000 Penalty: 5203.382812
	Iteration 80F: 3 clusters Score -3398254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3398256.000000 Penalty: 5203.382812
	Iteration 81Q: 3 clusters Score -3398256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3398252.500000 Penalty: 5203.382812
	Iteration 82Q: 3 clusters Score -3398252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3398263.250000 Penalty: 5203.382812
	Iteration 83Q: 3 clusters Score -3398263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3398274.500000 Penalty: 5203.382812
	Iteration 84Q: 3 clusters Score -3398274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3398266.250000 Penalty: 5203.382812
	Iteration 85Q: 3 clusters Score -3398266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3398270.000000 Penalty: 5203.382812
	Iteration 86Q: 3 clusters Score -3398270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3398266.250000 Penalty: 5203.382812
	Iteration 87Q: 3 clusters Score -3398266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3398273.250000 Penalty: 5203.382812
	Iteration 88Q: 3 clusters Score -3398273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3398266.000000 Penalty: 5203.382812
	Iteration 89Q: 3 clusters Score -3398266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3398264.000000 Penalty: 5203.382812
	Iteration 90Q: 3 clusters Score -3398264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3398262.000000 Penalty: 5203.382812
	Iteration 91Q: 3 clusters Score -3398262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3398263.250000 Penalty: 5203.382812
	Iteration 92Q: 3 clusters Score -3398263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3398262.250000 Penalty: 5203.382812
	Iteration 93Q: 3 clusters Score -3398262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3398266.000000 Penalty: 5203.382812
	Iteration 94Q: 3 clusters Score -3398266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3398263.250000 Penalty: 5203.382812
	Iteration 95Q: 3 clusters Score -3398263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3398263.000000 Penalty: 5203.382812
	Iteration 96Q: 3 clusters Score -3398263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3398264.500000 Penalty: 5203.382812
	Iteration 97Q: 3 clusters Score -3398264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3398268.250000 Penalty: 5203.382812
	Iteration 98Q: 3 clusters Score -3398268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3398270.500000 Penalty: 5203.382812
	Iteration 99Q: 3 clusters Score -3398270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3398272.750000 Penalty: 5203.382812
	Iteration 100F: 3 clusters Score -3398273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3398277.750000 Penalty: 5203.382812
	Iteration 101Q: 3 clusters Score -3398278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3398276.250000 Penalty: 5203.382812
	Iteration 102Q: 3 clusters Score -3398276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3398275.000000 Penalty: 5203.382812
	Iteration 103Q: 3 clusters Score -3398275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3398274.500000 Penalty: 5203.382812
	Iteration 104Q: 3 clusters Score -3398274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3398273.000000 Penalty: 5203.382812
	Iteration 105Q: 3 clusters Score -3398273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3398274.750000 Penalty: 5203.382812
	Iteration 106Q: 3 clusters Score -3398275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3398274.750000 Penalty: 5203.382812
	Iteration 107F: 3 clusters Score -3398275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Entering Unmasked Estep 
Score: -211468752.000000 Penalty: 107792.687500
Splitting cluster 10 changes total score from -211264992.000000 to -211468752.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (28534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Entering Unmasked Estep 
Score: -2702202.000000 Penalty: 2544.195312
	Iteration 0F: 2 clusters Score -2702202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2682761.750000 Penalty: 5088.390625
	Iteration 0F: 3 clusters Score -2682762 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2695650.000000 Penalty: 5088.390625
	Iteration 1F: 3 clusters Score -2695650 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2702298.000000 Penalty: 5088.390625
	Iteration 2F: 3 clusters Score -2702298 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2706126.000000 Penalty: 5088.390625
	Iteration 3F: 3 clusters Score -2706126 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2708600.500000 Penalty: 5088.390625
	Iteration 4F: 3 clusters Score -2708600 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2710236.500000 Penalty: 5088.390625
	Iteration 5F: 3 clusters Score -2710236 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2711543.000000 Penalty: 5088.390625
	Iteration 6Q: 3 clusters Score -2711543 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2712602.500000 Penalty: 5088.390625
	Iteration 7Q: 3 clusters Score -2712602 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2713499.750000 Penalty: 5088.390625
	Iteration 8Q: 3 clusters Score -2713500 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2714279.750000 Penalty: 5088.390625
	Iteration 9Q: 3 clusters Score -2714280 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2714981.250000 Penalty: 5088.390625
	Iteration 10Q: 3 clusters Score -2714981 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2715562.000000 Penalty: 5088.390625
	Iteration 11Q: 3 clusters Score -2715562 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2715988.500000 Penalty: 5088.390625
	Iteration 12Q: 3 clusters Score -2715988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2716296.750000 Penalty: 5088.390625
	Iteration 13Q: 3 clusters Score -2716297 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2716463.750000 Penalty: 5088.390625
	Iteration 14Q: 3 clusters Score -2716464 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2716572.000000 Penalty: 5088.390625
	Iteration 15Q: 3 clusters Score -2716572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2716637.500000 Penalty: 5088.390625
	Iteration 16Q: 3 clusters Score -2716638 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2716709.500000 Penalty: 5088.390625
	Iteration 17Q: 3 clusters Score -2716710 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2716768.000000 Penalty: 5088.390625
	Iteration 18Q: 3 clusters Score -2716768 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2716822.000000 Penalty: 5088.390625
	Iteration 19Q: 3 clusters Score -2716822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2716870.750000 Penalty: 5088.390625
	Iteration 20F: 3 clusters Score -2716871 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2716880.000000 Penalty: 5088.390625
	Iteration 21Q: 3 clusters Score -2716880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2716891.500000 Penalty: 5088.390625
	Iteration 22Q: 3 clusters Score -2716892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2716888.500000 Penalty: 5088.390625
	Iteration 23Q: 3 clusters Score -2716888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2716913.000000 Penalty: 5088.390625
	Iteration 24Q: 3 clusters Score -2716913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2716925.250000 Penalty: 5088.390625
	Iteration 25Q: 3 clusters Score -2716925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2716932.750000 Penalty: 5088.390625
	Iteration 26Q: 3 clusters Score -2716933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2716946.500000 Penalty: 5088.390625
	Iteration 27Q: 3 clusters Score -2716946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2716942.750000 Penalty: 5088.390625
	Iteration 28Q: 3 clusters Score -2716943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2716959.750000 Penalty: 5088.390625
	Iteration 29Q: 3 clusters Score -2716960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2716976.500000 Penalty: 5088.390625
	Iteration 30Q: 3 clusters Score -2716976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2716974.000000 Penalty: 5088.390625
	Iteration 31Q: 3 clusters Score -2716974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2716982.250000 Penalty: 5088.390625
	Iteration 32Q: 3 clusters Score -2716982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2716981.750000 Penalty: 5088.390625
	Iteration 33Q: 3 clusters Score -2716982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2716994.000000 Penalty: 5088.390625
	Iteration 34Q: 3 clusters Score -2716994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2717011.250000 Penalty: 5088.390625
	Iteration 35Q: 3 clusters Score -2717011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2717005.500000 Penalty: 5088.390625
	Iteration 36Q: 3 clusters Score -2717006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2717006.500000 Penalty: 5088.390625
	Iteration 37Q: 3 clusters Score -2717006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2717010.000000 Penalty: 5088.390625
	Iteration 38Q: 3 clusters Score -2717010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2717007.750000 Penalty: 5088.390625
	Iteration 39Q: 3 clusters Score -2717008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2717004.750000 Penalty: 5088.390625
	Iteration 40F: 3 clusters Score -2717005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2717010.000000 Penalty: 5088.390625
	Iteration 41Q: 3 clusters Score -2717010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2717010.250000 Penalty: 5088.390625
	Iteration 42Q: 3 clusters Score -2717010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2717006.000000 Penalty: 5088.390625
	Iteration 43Q: 3 clusters Score -2717006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2717009.500000 Penalty: 5088.390625
	Iteration 44Q: 3 clusters Score -2717010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2717014.750000 Penalty: 5088.390625
	Iteration 45Q: 3 clusters Score -2717015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2717016.500000 Penalty: 5088.390625
	Iteration 46Q: 3 clusters Score -2717016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2717017.250000 Penalty: 5088.390625
	Iteration 47Q: 3 clusters Score -2717017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2717015.750000 Penalty: 5088.390625
	Iteration 48Q: 3 clusters Score -2717016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2717017.750000 Penalty: 5088.390625
	Iteration 49Q: 3 clusters Score -2717018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2717021.500000 Penalty: 5088.390625
	Iteration 50Q: 3 clusters Score -2717022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2717035.500000 Penalty: 5088.390625
	Iteration 51Q: 3 clusters Score -2717036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2717027.500000 Penalty: 5088.390625
	Iteration 52Q: 3 clusters Score -2717028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2717029.250000 Penalty: 5088.390625
	Iteration 53Q: 3 clusters Score -2717029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2717032.000000 Penalty: 5088.390625
	Iteration 54Q: 3 clusters Score -2717032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2717031.000000 Penalty: 5088.390625
	Iteration 55Q: 3 clusters Score -2717031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2717024.000000 Penalty: 5088.390625
	Iteration 56Q: 3 clusters Score -2717024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2717031.250000 Penalty: 5088.390625
	Iteration 57Q: 3 clusters Score -2717031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2717031.250000 Penalty: 5088.390625
	Iteration 58Q: 3 clusters Score -2717031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2717032.250000 Penalty: 5088.390625
	Iteration 59Q: 3 clusters Score -2717032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2717027.750000 Penalty: 5088.390625
	Iteration 60F: 3 clusters Score -2717028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2717030.750000 Penalty: 5088.390625
	Iteration 61Q: 3 clusters Score -2717031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2717031.250000 Penalty: 5088.390625
	Iteration 62Q: 3 clusters Score -2717031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2717037.000000 Penalty: 5088.390625
	Iteration 63Q: 3 clusters Score -2717037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2717039.750000 Penalty: 5088.390625
	Iteration 64Q: 3 clusters Score -2717040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2717034.250000 Penalty: 5088.390625
	Iteration 65Q: 3 clusters Score -2717034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2717035.500000 Penalty: 5088.390625
	Iteration 66Q: 3 clusters Score -2717036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2717036.000000 Penalty: 5088.390625
	Iteration 67Q: 3 clusters Score -2717036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2717036.000000 Penalty: 5088.390625
	Iteration 68F: 3 clusters Score -2717036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 182036 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Entering Unmasked Estep 
Score: -211480256.000000 Penalty: 111385.773438
Splitting cluster 11 changes total score from -211264992.000000 to -211480256.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (182036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182036 members 
Entering Unmasked Estep 
Score: -19058842.000000 Penalty: 3003.765869
	Iteration 0F: 2 clusters Score -1.905884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -18936578.000000 Penalty: 6007.531738
	Iteration 0F: 3 clusters Score -1.893658e+07 nChanged 87569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -18995200.000000 Penalty: 6007.531738
	Iteration 1F: 3 clusters Score -1.89952e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -19003896.000000 Penalty: 6007.531738
	Iteration 2F: 3 clusters Score -1.90039e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -19013066.000000 Penalty: 6007.531738
	Iteration 3F: 3 clusters Score -1.901307e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -19020500.000000 Penalty: 6007.531738
	Iteration 4F: 3 clusters Score -1.90205e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -19025502.000000 Penalty: 6007.531738
	Iteration 5F: 3 clusters Score -1.90255e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -19028480.000000 Penalty: 6007.531738
	Iteration 6Q: 3 clusters Score -1.902848e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -19030216.000000 Penalty: 6007.531738
	Iteration 7Q: 3 clusters Score -1.903022e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -19031204.000000 Penalty: 6007.531738
	Iteration 8Q: 3 clusters Score -1.90312e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -19031934.000000 Penalty: 6007.531738
	Iteration 9Q: 3 clusters Score -1.903193e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -19032450.000000 Penalty: 6007.531738
	Iteration 10Q: 3 clusters Score -1.903245e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -19032990.000000 Penalty: 6007.531738
	Iteration 11Q: 3 clusters Score -1.903299e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -19033542.000000 Penalty: 6007.531738
	Iteration 12Q: 3 clusters Score -1.903354e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -19034092.000000 Penalty: 6007.531738
	Iteration 13Q: 3 clusters Score -1.903409e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -19034474.000000 Penalty: 6007.531738
	Iteration 14Q: 3 clusters Score -1.903447e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -19035088.000000 Penalty: 6007.531738
	Iteration 15Q: 3 clusters Score -1.903509e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -19035738.000000 Penalty: 6007.531738
	Iteration 16Q: 3 clusters Score -1.903574e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -19036368.000000 Penalty: 6007.531738
	Iteration 17Q: 3 clusters Score -1.903637e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -19037018.000000 Penalty: 6007.531738
	Iteration 18Q: 3 clusters Score -1.903702e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117962 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -19037840.000000 Penalty: 6007.531738
	Iteration 19Q: 3 clusters Score -1.903784e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -19038954.000000 Penalty: 6007.531738
	Iteration 20F: 3 clusters Score -1.903895e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -19040228.000000 Penalty: 6007.531738
	Iteration 21Q: 3 clusters Score -1.904023e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130242 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -19041730.000000 Penalty: 6007.531738
	Iteration 22Q: 3 clusters Score -1.904173e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134932 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -19043442.000000 Penalty: 6007.531738
	Iteration 23Q: 3 clusters Score -1.904344e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -19045280.000000 Penalty: 6007.531738
	Iteration 24Q: 3 clusters Score -1.904528e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144527 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -19047216.000000 Penalty: 6007.531738
	Iteration 25Q: 3 clusters Score -1.904722e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -19049248.000000 Penalty: 6007.531738
	Iteration 26Q: 3 clusters Score -1.904925e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153953 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -19051620.000000 Penalty: 6007.531738
	Iteration 27Q: 3 clusters Score -1.905162e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -19053790.000000 Penalty: 6007.531738
	Iteration 28Q: 3 clusters Score -1.905379e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161973 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -19055948.000000 Penalty: 6007.531738
	Iteration 29Q: 3 clusters Score -1.905595e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -19057660.000000 Penalty: 6007.531738
	Iteration 30Q: 3 clusters Score -1.905766e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -19058840.000000 Penalty: 6007.531738
	Iteration 31Q: 3 clusters Score -1.905884e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -19059800.000000 Penalty: 6007.531738
	Iteration 32Q: 3 clusters Score -1.90598e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171098 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -19060348.000000 Penalty: 6007.531738
	Iteration 33Q: 3 clusters Score -1.906035e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -19060728.000000 Penalty: 6007.531738
	Iteration 34Q: 3 clusters Score -1.906073e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172987 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -19061030.000000 Penalty: 6007.531738
	Iteration 35Q: 3 clusters Score -1.906103e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -19061180.000000 Penalty: 6007.531738
	Iteration 36Q: 3 clusters Score -1.906118e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -19061286.000000 Penalty: 6007.531738
	Iteration 37Q: 3 clusters Score -1.906129e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174428 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -19061330.000000 Penalty: 6007.531738
	Iteration 38Q: 3 clusters Score -1.906133e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174729 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -19061392.000000 Penalty: 6007.531738
	Iteration 39Q: 3 clusters Score -1.906139e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174962 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -19061494.000000 Penalty: 6007.531738
	Iteration 40F: 3 clusters Score -1.906149e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -19061584.000000 Penalty: 6007.531738
	Iteration 41Q: 3 clusters Score -1.906158e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -19061658.000000 Penalty: 6007.531738
	Iteration 42Q: 3 clusters Score -1.906166e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -19061776.000000 Penalty: 6007.531738
	Iteration 43Q: 3 clusters Score -1.906178e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175876 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -19062078.000000 Penalty: 6007.531738
	Iteration 44Q: 3 clusters Score -1.906208e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176135 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -19062446.000000 Penalty: 6007.531738
	Iteration 45Q: 3 clusters Score -1.906245e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176248 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -19062690.000000 Penalty: 6007.531738
	Iteration 46Q: 3 clusters Score -1.906269e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176267 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -19062778.000000 Penalty: 6007.531738
	Iteration 47Q: 3 clusters Score -1.906278e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -19062814.000000 Penalty: 6007.531738
	Iteration 48Q: 3 clusters Score -1.906281e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -19062836.000000 Penalty: 6007.531738
	Iteration 49Q: 3 clusters Score -1.906284e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176160 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -19062828.000000 Penalty: 6007.531738
	Iteration 50Q: 3 clusters Score -1.906283e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -19062904.000000 Penalty: 6007.531738
	Iteration 51Q: 3 clusters Score -1.90629e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -19062920.000000 Penalty: 6007.531738
	Iteration 52Q: 3 clusters Score -1.906292e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176046 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -19062904.000000 Penalty: 6007.531738
	Iteration 53Q: 3 clusters Score -1.90629e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -19062948.000000 Penalty: 6007.531738
	Iteration 54Q: 3 clusters Score -1.906295e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -19062960.000000 Penalty: 6007.531738
	Iteration 55Q: 3 clusters Score -1.906296e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175994 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -19062946.000000 Penalty: 6007.531738
	Iteration 56Q: 3 clusters Score -1.906295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -19062968.000000 Penalty: 6007.531738
	Iteration 57Q: 3 clusters Score -1.906297e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -19062930.000000 Penalty: 6007.531738
	Iteration 58Q: 3 clusters Score -1.906293e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -19062932.000000 Penalty: 6007.531738
	Iteration 59Q: 3 clusters Score -1.906293e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -19062964.000000 Penalty: 6007.531738
	Iteration 60F: 3 clusters Score -1.906296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175942 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -19062940.000000 Penalty: 6007.531738
	Iteration 61Q: 3 clusters Score -1.906294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -19062954.000000 Penalty: 6007.531738
	Iteration 62Q: 3 clusters Score -1.906295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -19062968.000000 Penalty: 6007.531738
	Iteration 63Q: 3 clusters Score -1.906297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175910 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -19062960.000000 Penalty: 6007.531738
	Iteration 64Q: 3 clusters Score -1.906296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -19062976.000000 Penalty: 6007.531738
	Iteration 65Q: 3 clusters Score -1.906298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -19062984.000000 Penalty: 6007.531738
	Iteration 66Q: 3 clusters Score -1.906298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -19062974.000000 Penalty: 6007.531738
	Iteration 67Q: 3 clusters Score -1.906297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -19062980.000000 Penalty: 6007.531738
	Iteration 68Q: 3 clusters Score -1.906298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -19062998.000000 Penalty: 6007.531738
	Iteration 69Q: 3 clusters Score -1.9063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175908 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -19062984.000000 Penalty: 6007.531738
	Iteration 70Q: 3 clusters Score -1.906298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -19062992.000000 Penalty: 6007.531738
	Iteration 71Q: 3 clusters Score -1.906299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175910 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -19062994.000000 Penalty: 6007.531738
	Iteration 72Q: 3 clusters Score -1.906299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -19062994.000000 Penalty: 6007.531738
	Iteration 73Q: 3 clusters Score -1.906299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175915 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -19062984.000000 Penalty: 6007.531738
	Iteration 74Q: 3 clusters Score -1.906298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -19062978.000000 Penalty: 6007.531738
	Iteration 75Q: 3 clusters Score -1.906298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -19062988.000000 Penalty: 6007.531738
	Iteration 76Q: 3 clusters Score -1.906299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -19063002.000000 Penalty: 6007.531738
	Iteration 77Q: 3 clusters Score -1.9063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -19062996.000000 Penalty: 6007.531738
	Iteration 78Q: 3 clusters Score -1.9063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -19062996.000000 Penalty: 6007.531738
	Iteration 79F: 3 clusters Score -1.9063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Entering Unmasked Estep 
Score: -211485808.000000 Penalty: 114978.867188
Splitting cluster 12 changes total score from -211264992.000000 to -211485808.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (227430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227430 members 
Entering Unmasked Estep 
Score: -25969708.000000 Penalty: 3058.980225
	Iteration 0F: 2 clusters Score -2.596971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -25819632.000000 Penalty: 6117.960449
	Iteration 0F: 3 clusters Score -2.581963e+07 nChanged 109549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -25884260.000000 Penalty: 6117.960449
	Iteration 1F: 3 clusters Score -2.588426e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110543 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -25885416.000000 Penalty: 6117.960449
	Iteration 2Q: 3 clusters Score -2.588542e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 118930 members 
Entering Unmasked Estep 
Score: -25887104.000000 Penalty: 6117.960449
	Iteration 3Q: 3 clusters Score -2.58871e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 122302 members 
Entering Unmasked Estep 
Score: -25888980.000000 Penalty: 6117.960449
	Iteration 4Q: 3 clusters Score -2.588898e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99960 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -25891702.000000 Penalty: 6117.960449
	Iteration 5Q: 3 clusters Score -2.58917e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 134800 members 
Entering Unmasked Estep 
Score: -25896220.000000 Penalty: 6117.960449
	Iteration 6Q: 3 clusters Score -2.589622e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -25902536.000000 Penalty: 6117.960449
	Iteration 7F: 3 clusters Score -2.590254e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -25911022.000000 Penalty: 6117.960449
	Iteration 8F: 3 clusters Score -2.591102e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 170635 members 
Entering Unmasked Estep 
Score: -25920322.000000 Penalty: 6117.960449
	Iteration 9F: 3 clusters Score -2.592032e+07 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 185213 members 
Entering Unmasked Estep 
Score: -25931294.000000 Penalty: 6117.960449
	Iteration 10F: 3 clusters Score -2.593129e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 199333 members 
Entering Unmasked Estep 
Score: -25942736.000000 Penalty: 6117.960449
	Iteration 11F: 3 clusters Score -2.594274e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 211430 members 
Entering Unmasked Estep 
Score: -25953574.000000 Penalty: 6117.960449
	Iteration 12F: 3 clusters Score -2.595357e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 219536 members 
Entering Unmasked Estep 
Score: -25961128.000000 Penalty: 6117.960449
	Iteration 13Q: 3 clusters Score -2.596113e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 223695 members 
Entering Unmasked Estep 
Score: -25964690.000000 Penalty: 6117.960449
	Iteration 14Q: 3 clusters Score -2.596469e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 225372 members 
Entering Unmasked Estep 
Score: -25966220.000000 Penalty: 6117.960449
	Iteration 15Q: 3 clusters Score -2.596622e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 225952 members 
Entering Unmasked Estep 
Score: -25966788.000000 Penalty: 6117.960449
	Iteration 16Q: 3 clusters Score -2.596679e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 226156 members 
Entering Unmasked Estep 
Score: -25967002.000000 Penalty: 6117.960449
	Iteration 17Q: 3 clusters Score -2.5967e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 226231 members 
Entering Unmasked Estep 
Score: -25967184.000000 Penalty: 6117.960449
	Iteration 18Q: 3 clusters Score -2.596718e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 226237 members 
Entering Unmasked Estep 
Score: -25967342.000000 Penalty: 6117.960449
	Iteration 19Q: 3 clusters Score -2.596734e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 226225 members 
Entering Unmasked Estep 
Score: -25967496.000000 Penalty: 6117.960449
	Iteration 20F: 3 clusters Score -2.59675e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 226160 members 
Entering Unmasked Estep 
Score: -25967778.000000 Penalty: 6117.960449
	Iteration 21Q: 3 clusters Score -2.596778e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 226075 members 
Entering Unmasked Estep 
Score: -25967912.000000 Penalty: 6117.960449
	Iteration 22Q: 3 clusters Score -2.596791e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 225972 members 
Entering Unmasked Estep 
Score: -25968056.000000 Penalty: 6117.960449
	Iteration 23Q: 3 clusters Score -2.596806e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 225838 members 
Entering Unmasked Estep 
Score: -25968248.000000 Penalty: 6117.960449
	Iteration 24Q: 3 clusters Score -2.596825e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 225703 members 
Entering Unmasked Estep 
Score: -25968344.000000 Penalty: 6117.960449
	Iteration 25Q: 3 clusters Score -2.596834e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 225593 members 
Entering Unmasked Estep 
Score: -25968400.000000 Penalty: 6117.960449
	Iteration 26Q: 3 clusters Score -2.59684e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 225483 members 
Entering Unmasked Estep 
Score: -25968444.000000 Penalty: 6117.960449
	Iteration 27Q: 3 clusters Score -2.596844e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 225391 members 
Entering Unmasked Estep 
Score: -25968542.000000 Penalty: 6117.960449
	Iteration 28Q: 3 clusters Score -2.596854e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 225299 members 
Entering Unmasked Estep 
Score: -25968542.000000 Penalty: 6117.960449
	Iteration 29Q: 3 clusters Score -2.596854e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 225207 members 
Entering Unmasked Estep 
Score: -25968598.000000 Penalty: 6117.960449
	Iteration 30Q: 3 clusters Score -2.59686e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 225137 members 
Entering Unmasked Estep 
Score: -25968612.000000 Penalty: 6117.960449
	Iteration 31Q: 3 clusters Score -2.596861e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 225073 members 
Entering Unmasked Estep 
Score: -25968642.000000 Penalty: 6117.960449
	Iteration 32Q: 3 clusters Score -2.596864e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 225003 members 
Entering Unmasked Estep 
Score: -25968620.000000 Penalty: 6117.960449
	Iteration 33Q: 3 clusters Score -2.596862e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 224942 members 
Entering Unmasked Estep 
Score: -25968628.000000 Penalty: 6117.960449
	Iteration 34Q: 3 clusters Score -2.596863e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 224885 members 
Entering Unmasked Estep 
Score: -25968686.000000 Penalty: 6117.960449
	Iteration 35Q: 3 clusters Score -2.596869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 224833 members 
Entering Unmasked Estep 
Score: -25968704.000000 Penalty: 6117.960449
	Iteration 36Q: 3 clusters Score -2.59687e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 224783 members 
Entering Unmasked Estep 
Score: -25968682.000000 Penalty: 6117.960449
	Iteration 37Q: 3 clusters Score -2.596868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 224753 members 
Entering Unmasked Estep 
Score: -25968708.000000 Penalty: 6117.960449
	Iteration 38Q: 3 clusters Score -2.596871e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 224712 members 
Entering Unmasked Estep 
Score: -25968692.000000 Penalty: 6117.960449
	Iteration 39Q: 3 clusters Score -2.596869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 224680 members 
Entering Unmasked Estep 
Score: -25968722.000000 Penalty: 6117.960449
	Iteration 40F: 3 clusters Score -2.596872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 224649 members 
Entering Unmasked Estep 
Score: -25968756.000000 Penalty: 6117.960449
	Iteration 41Q: 3 clusters Score -2.596876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 224628 members 
Entering Unmasked Estep 
Score: -25968740.000000 Penalty: 6117.960449
	Iteration 42Q: 3 clusters Score -2.596874e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 224606 members 
Entering Unmasked Estep 
Score: -25968774.000000 Penalty: 6117.960449
	Iteration 43Q: 3 clusters Score -2.596877e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 224579 members 
Entering Unmasked Estep 
Score: -25968808.000000 Penalty: 6117.960449
	Iteration 44Q: 3 clusters Score -2.596881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 224559 members 
Entering Unmasked Estep 
Score: -25968786.000000 Penalty: 6117.960449
	Iteration 45Q: 3 clusters Score -2.596879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 224547 members 
Entering Unmasked Estep 
Score: -25968804.000000 Penalty: 6117.960449
	Iteration 46Q: 3 clusters Score -2.59688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 224524 members 
Entering Unmasked Estep 
Score: -25968792.000000 Penalty: 6117.960449
	Iteration 47Q: 3 clusters Score -2.596879e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 224493 members 
Entering Unmasked Estep 
Score: -25968784.000000 Penalty: 6117.960449
	Iteration 48Q: 3 clusters Score -2.596878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 224454 members 
Entering Unmasked Estep 
Score: -25968790.000000 Penalty: 6117.960449
	Iteration 49Q: 3 clusters Score -2.596879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 224425 members 
Entering Unmasked Estep 
Score: -25968760.000000 Penalty: 6117.960449
	Iteration 50Q: 3 clusters Score -2.596876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 224394 members 
Entering Unmasked Estep 
Score: -25968776.000000 Penalty: 6117.960449
	Iteration 51Q: 3 clusters Score -2.596878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 224364 members 
Entering Unmasked Estep 
Score: -25968784.000000 Penalty: 6117.960449
	Iteration 52Q: 3 clusters Score -2.596878e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 224329 members 
Entering Unmasked Estep 
Score: -25968802.000000 Penalty: 6117.960449
	Iteration 53Q: 3 clusters Score -2.59688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -25968784.000000 Penalty: 6117.960449
	Iteration 54Q: 3 clusters Score -2.596878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 224293 members 
Entering Unmasked Estep 
Score: -25968800.000000 Penalty: 6117.960449
	Iteration 55Q: 3 clusters Score -2.59688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 224271 members 
Entering Unmasked Estep 
Score: -25968816.000000 Penalty: 6117.960449
	Iteration 56Q: 3 clusters Score -2.596882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 224244 members 
Entering Unmasked Estep 
Score: -25968828.000000 Penalty: 6117.960449
	Iteration 57Q: 3 clusters Score -2.596883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 224224 members 
Entering Unmasked Estep 
Score: -25968834.000000 Penalty: 6117.960449
	Iteration 58Q: 3 clusters Score -2.596883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 224212 members 
Entering Unmasked Estep 
Score: -25968854.000000 Penalty: 6117.960449
	Iteration 59Q: 3 clusters Score -2.596885e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 224183 members 
Entering Unmasked Estep 
Score: -25968834.000000 Penalty: 6117.960449
	Iteration 60F: 3 clusters Score -2.596883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 224165 members 
Entering Unmasked Estep 
Score: -25968828.000000 Penalty: 6117.960449
	Iteration 61Q: 3 clusters Score -2.596883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -25968830.000000 Penalty: 6117.960449
	Iteration 62Q: 3 clusters Score -2.596883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 224128 members 
Entering Unmasked Estep 
Score: -25968856.000000 Penalty: 6117.960449
	Iteration 63Q: 3 clusters Score -2.596886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 224110 members 
Entering Unmasked Estep 
Score: -25968838.000000 Penalty: 6117.960449
	Iteration 64Q: 3 clusters Score -2.596884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 224096 members 
Entering Unmasked Estep 
Score: -25968852.000000 Penalty: 6117.960449
	Iteration 65Q: 3 clusters Score -2.596885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 224085 members 
Entering Unmasked Estep 
Score: -25968844.000000 Penalty: 6117.960449
	Iteration 66Q: 3 clusters Score -2.596884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 224076 members 
Entering Unmasked Estep 
Score: -25968852.000000 Penalty: 6117.960449
	Iteration 67Q: 3 clusters Score -2.596885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 224064 members 
Entering Unmasked Estep 
Score: -25968846.000000 Penalty: 6117.960449
	Iteration 68Q: 3 clusters Score -2.596885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 224053 members 
Entering Unmasked Estep 
Score: -25968860.000000 Penalty: 6117.960449
	Iteration 69Q: 3 clusters Score -2.596886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 224046 members 
Entering Unmasked Estep 
Score: -25968848.000000 Penalty: 6117.960449
	Iteration 70Q: 3 clusters Score -2.596885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -25968856.000000 Penalty: 6117.960449
	Iteration 71Q: 3 clusters Score -2.596886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 224021 members 
Entering Unmasked Estep 
Score: -25968860.000000 Penalty: 6117.960449
	Iteration 72Q: 3 clusters Score -2.596886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 224010 members 
Entering Unmasked Estep 
Score: -25968846.000000 Penalty: 6117.960449
	Iteration 73Q: 3 clusters Score -2.596885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 223994 members 
Entering Unmasked Estep 
Score: -25968826.000000 Penalty: 6117.960449
	Iteration 74Q: 3 clusters Score -2.596883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 223981 members 
Entering Unmasked Estep 
Score: -25968824.000000 Penalty: 6117.960449
	Iteration 75Q: 3 clusters Score -2.596882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 223972 members 
Entering Unmasked Estep 
Score: -25968824.000000 Penalty: 6117.960449
	Iteration 76Q: 3 clusters Score -2.596882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 223960 members 
Entering Unmasked Estep 
Score: -25968826.000000 Penalty: 6117.960449
	Iteration 77Q: 3 clusters Score -2.596883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 223948 members 
Entering Unmasked Estep 
Score: -25968808.000000 Penalty: 6117.960449
	Iteration 78Q: 3 clusters Score -2.596881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 223937 members 
Entering Unmasked Estep 
Score: -25968802.000000 Penalty: 6117.960449
	Iteration 79Q: 3 clusters Score -2.59688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 223923 members 
Entering Unmasked Estep 
Score: -25968826.000000 Penalty: 6117.960449
	Iteration 80F: 3 clusters Score -2.596883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 223908 members 
Entering Unmasked Estep 
Score: -25968822.000000 Penalty: 6117.960449
	Iteration 81Q: 3 clusters Score -2.596882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 223893 members 
Entering Unmasked Estep 
Score: -25968844.000000 Penalty: 6117.960449
	Iteration 82Q: 3 clusters Score -2.596884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 223884 members 
Entering Unmasked Estep 
Score: -25968848.000000 Penalty: 6117.960449
	Iteration 83Q: 3 clusters Score -2.596885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 223877 members 
Entering Unmasked Estep 
Score: -25968846.000000 Penalty: 6117.960449
	Iteration 84Q: 3 clusters Score -2.596885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 223866 members 
Entering Unmasked Estep 
Score: -25968848.000000 Penalty: 6117.960449
	Iteration 85Q: 3 clusters Score -2.596885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 223858 members 
Entering Unmasked Estep 
Score: -25968840.000000 Penalty: 6117.960449
	Iteration 86Q: 3 clusters Score -2.596884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 223854 members 
Entering Unmasked Estep 
Score: -25968862.000000 Penalty: 6117.960449
	Iteration 87Q: 3 clusters Score -2.596886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 223850 members 
Entering Unmasked Estep 
Score: -25968852.000000 Penalty: 6117.960449
	Iteration 88Q: 3 clusters Score -2.596885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 223845 members 
Entering Unmasked Estep 
Score: -25968862.000000 Penalty: 6117.960449
	Iteration 89Q: 3 clusters Score -2.596886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 223841 members 
Entering Unmasked Estep 
Score: -25968848.000000 Penalty: 6117.960449
	Iteration 90Q: 3 clusters Score -2.596885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -25968846.000000 Penalty: 6117.960449
	Iteration 91Q: 3 clusters Score -2.596885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 223819 members 
Entering Unmasked Estep 
Score: -25968856.000000 Penalty: 6117.960449
	Iteration 92Q: 3 clusters Score -2.596886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 223813 members 
Entering Unmasked Estep 
Score: -25968840.000000 Penalty: 6117.960449
	Iteration 93Q: 3 clusters Score -2.596884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 223806 members 
Entering Unmasked Estep 
Score: -25968808.000000 Penalty: 6117.960449
	Iteration 94Q: 3 clusters Score -2.596881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 223801 members 
Entering Unmasked Estep 
Score: -25968812.000000 Penalty: 6117.960449
	Iteration 95Q: 3 clusters Score -2.596881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 223794 members 
Entering Unmasked Estep 
Score: -25968836.000000 Penalty: 6117.960449
	Iteration 96Q: 3 clusters Score -2.596884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 223784 members 
Entering Unmasked Estep 
Score: -25968834.000000 Penalty: 6117.960449
	Iteration 97Q: 3 clusters Score -2.596883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 223770 members 
Entering Unmasked Estep 
Score: -25968836.000000 Penalty: 6117.960449
	Iteration 98Q: 3 clusters Score -2.596884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 223760 members 
Entering Unmasked Estep 
Score: -25968838.000000 Penalty: 6117.960449
	Iteration 99Q: 3 clusters Score -2.596884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 223751 members 
Entering Unmasked Estep 
Score: -25968836.000000 Penalty: 6117.960449
	Iteration 100F: 3 clusters Score -2.596884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 223744 members 
Entering Unmasked Estep 
Score: -25968852.000000 Penalty: 6117.960449
	Iteration 101Q: 3 clusters Score -2.596885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 223739 members 
Entering Unmasked Estep 
Score: -25968850.000000 Penalty: 6117.960449
	Iteration 102Q: 3 clusters Score -2.596885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 223733 members 
Entering Unmasked Estep 
Score: -25968868.000000 Penalty: 6117.960449
	Iteration 103Q: 3 clusters Score -2.596887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 223728 members 
Entering Unmasked Estep 
Score: -25968866.000000 Penalty: 6117.960449
	Iteration 104Q: 3 clusters Score -2.596887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 223722 members 
Entering Unmasked Estep 
Score: -25968886.000000 Penalty: 6117.960449
	Iteration 105Q: 3 clusters Score -2.596889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 223716 members 
Entering Unmasked Estep 
Score: -25968874.000000 Penalty: 6117.960449
	Iteration 106Q: 3 clusters Score -2.596887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 223711 members 
Entering Unmasked Estep 
Score: -25968878.000000 Penalty: 6117.960449
	Iteration 107Q: 3 clusters Score -2.596888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 223709 members 
Entering Unmasked Estep 
Score: -25968884.000000 Penalty: 6117.960449
	Iteration 108Q: 3 clusters Score -2.596888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 223705 members 
Entering Unmasked Estep 
Score: -25968890.000000 Penalty: 6117.960449
	Iteration 109Q: 3 clusters Score -2.596889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 223705 members 
Entering Unmasked Estep 
Score: -25968890.000000 Penalty: 6117.960449
	Iteration 110F: 3 clusters Score -2.596889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (175283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175283 members 
Entering Unmasked Estep 
Score: -19413010.000000 Penalty: 2994.390869
	Iteration 0F: 2 clusters Score -1.941301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -19296890.000000 Penalty: 5988.781738
	Iteration 0F: 3 clusters Score -1.929689e+07 nChanged 84402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -19347168.000000 Penalty: 5988.781738
	Iteration 1F: 3 clusters Score -1.934717e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -19350564.000000 Penalty: 5988.781738
	Iteration 2Q: 3 clusters Score -1.935056e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -19356540.000000 Penalty: 5988.781738
	Iteration 3F: 3 clusters Score -1.935654e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -19365396.000000 Penalty: 5988.781738
	Iteration 4F: 3 clusters Score -1.93654e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -19376982.000000 Penalty: 5988.781738
	Iteration 5F: 3 clusters Score -1.937698e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -19389404.000000 Penalty: 5988.781738
	Iteration 6F: 3 clusters Score -1.93894e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -19401306.000000 Penalty: 5988.781738
	Iteration 7F: 3 clusters Score -1.940131e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132923 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -19410474.000000 Penalty: 5988.781738
	Iteration 8F: 3 clusters Score -1.941047e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -19416956.000000 Penalty: 5988.781738
	Iteration 9Q: 3 clusters Score -1.941696e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134182 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -19423212.000000 Penalty: 5988.781738
	Iteration 10Q: 3 clusters Score -1.942321e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -19428700.000000 Penalty: 5988.781738
	Iteration 11Q: 3 clusters Score -1.94287e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -19432344.000000 Penalty: 5988.781738
	Iteration 12Q: 3 clusters Score -1.943234e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128138 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -19435568.000000 Penalty: 5988.781738
	Iteration 13Q: 3 clusters Score -1.943557e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -19438420.000000 Penalty: 5988.781738
	Iteration 14Q: 3 clusters Score -1.943842e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123047 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -19441468.000000 Penalty: 5988.781738
	Iteration 15Q: 3 clusters Score -1.944147e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -19445526.000000 Penalty: 5988.781738
	Iteration 16Q: 3 clusters Score -1.944553e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119325 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -19448056.000000 Penalty: 5988.781738
	Iteration 17Q: 3 clusters Score -1.944806e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -19449480.000000 Penalty: 5988.781738
	Iteration 18Q: 3 clusters Score -1.944948e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116324 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -19450162.000000 Penalty: 5988.781738
	Iteration 19Q: 3 clusters Score -1.945016e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -19450640.000000 Penalty: 5988.781738
	Iteration 20F: 3 clusters Score -1.945064e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -19450816.000000 Penalty: 5988.781738
	Iteration 21Q: 3 clusters Score -1.945082e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -19450964.000000 Penalty: 5988.781738
	Iteration 22Q: 3 clusters Score -1.945096e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -19451096.000000 Penalty: 5988.781738
	Iteration 23Q: 3 clusters Score -1.94511e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -19451166.000000 Penalty: 5988.781738
	Iteration 24Q: 3 clusters Score -1.945117e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -19451214.000000 Penalty: 5988.781738
	Iteration 25Q: 3 clusters Score -1.945121e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -19451226.000000 Penalty: 5988.781738
	Iteration 26Q: 3 clusters Score -1.945123e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -19451292.000000 Penalty: 5988.781738
	Iteration 27Q: 3 clusters Score -1.945129e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -19451328.000000 Penalty: 5988.781738
	Iteration 28Q: 3 clusters Score -1.945133e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -19451368.000000 Penalty: 5988.781738
	Iteration 29Q: 3 clusters Score -1.945137e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110212 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -19451416.000000 Penalty: 5988.781738
	Iteration 30Q: 3 clusters Score -1.945142e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -19451408.000000 Penalty: 5988.781738
	Iteration 31Q: 3 clusters Score -1.945141e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109764 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -19451472.000000 Penalty: 5988.781738
	Iteration 32Q: 3 clusters Score -1.945147e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -19451458.000000 Penalty: 5988.781738
	Iteration 33Q: 3 clusters Score -1.945146e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -19451442.000000 Penalty: 5988.781738
	Iteration 34Q: 3 clusters Score -1.945144e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -19451450.000000 Penalty: 5988.781738
	Iteration 35Q: 3 clusters Score -1.945145e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -19451500.000000 Penalty: 5988.781738
	Iteration 36Q: 3 clusters Score -1.94515e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108785 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -19451540.000000 Penalty: 5988.781738
	Iteration 37Q: 3 clusters Score -1.945154e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -19451572.000000 Penalty: 5988.781738
	Iteration 38Q: 3 clusters Score -1.945157e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -19451520.000000 Penalty: 5988.781738
	Iteration 39Q: 3 clusters Score -1.945152e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -19451500.000000 Penalty: 5988.781738
	Iteration 40F: 3 clusters Score -1.94515e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -19451486.000000 Penalty: 5988.781738
	Iteration 41Q: 3 clusters Score -1.945149e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -19451468.000000 Penalty: 5988.781738
	Iteration 42Q: 3 clusters Score -1.945147e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -19451496.000000 Penalty: 5988.781738
	Iteration 43Q: 3 clusters Score -1.94515e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -19451486.000000 Penalty: 5988.781738
	Iteration 44Q: 3 clusters Score -1.945149e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -19451546.000000 Penalty: 5988.781738
	Iteration 45Q: 3 clusters Score -1.945155e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -19451554.000000 Penalty: 5988.781738
	Iteration 46Q: 3 clusters Score -1.945155e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -19451602.000000 Penalty: 5988.781738
	Iteration 47Q: 3 clusters Score -1.94516e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -19451542.000000 Penalty: 5988.781738
	Iteration 48Q: 3 clusters Score -1.945154e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105904 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -19451518.000000 Penalty: 5988.781738
	Iteration 49Q: 3 clusters Score -1.945152e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -19451532.000000 Penalty: 5988.781738
	Iteration 50Q: 3 clusters Score -1.945153e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -19451582.000000 Penalty: 5988.781738
	Iteration 51Q: 3 clusters Score -1.945158e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -19451570.000000 Penalty: 5988.781738
	Iteration 52Q: 3 clusters Score -1.945157e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -19451598.000000 Penalty: 5988.781738
	Iteration 53Q: 3 clusters Score -1.94516e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -19451596.000000 Penalty: 5988.781738
	Iteration 54Q: 3 clusters Score -1.94516e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -19451674.000000 Penalty: 5988.781738
	Iteration 55Q: 3 clusters Score -1.945167e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -19451702.000000 Penalty: 5988.781738
	Iteration 56Q: 3 clusters Score -1.94517e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -19451744.000000 Penalty: 5988.781738
	Iteration 57Q: 3 clusters Score -1.945174e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -19451766.000000 Penalty: 5988.781738
	Iteration 58Q: 3 clusters Score -1.945177e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -19451774.000000 Penalty: 5988.781738
	Iteration 59Q: 3 clusters Score -1.945177e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -19451782.000000 Penalty: 5988.781738
	Iteration 60F: 3 clusters Score -1.945178e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -19451754.000000 Penalty: 5988.781738
	Iteration 61Q: 3 clusters Score -1.945175e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -19451828.000000 Penalty: 5988.781738
	Iteration 62Q: 3 clusters Score -1.945183e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -19451904.000000 Penalty: 5988.781738
	Iteration 63Q: 3 clusters Score -1.94519e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -19451944.000000 Penalty: 5988.781738
	Iteration 64Q: 3 clusters Score -1.945194e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -19451992.000000 Penalty: 5988.781738
	Iteration 65Q: 3 clusters Score -1.945199e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -19452102.000000 Penalty: 5988.781738
	Iteration 66Q: 3 clusters Score -1.94521e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -19452090.000000 Penalty: 5988.781738
	Iteration 67Q: 3 clusters Score -1.945209e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -19452096.000000 Penalty: 5988.781738
	Iteration 68Q: 3 clusters Score -1.94521e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -19452232.000000 Penalty: 5988.781738
	Iteration 69Q: 3 clusters Score -1.945223e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -19452318.000000 Penalty: 5988.781738
	Iteration 70Q: 3 clusters Score -1.945232e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -19452334.000000 Penalty: 5988.781738
	Iteration 71Q: 3 clusters Score -1.945233e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -19452350.000000 Penalty: 5988.781738
	Iteration 72Q: 3 clusters Score -1.945235e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -19452402.000000 Penalty: 5988.781738
	Iteration 73Q: 3 clusters Score -1.94524e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -19452380.000000 Penalty: 5988.781738
	Iteration 74Q: 3 clusters Score -1.945238e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -19452424.000000 Penalty: 5988.781738
	Iteration 75Q: 3 clusters Score -1.945242e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -19452466.000000 Penalty: 5988.781738
	Iteration 76Q: 3 clusters Score -1.945247e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -19452534.000000 Penalty: 5988.781738
	Iteration 77Q: 3 clusters Score -1.945253e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -19452550.000000 Penalty: 5988.781738
	Iteration 78Q: 3 clusters Score -1.945255e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -19452620.000000 Penalty: 5988.781738
	Iteration 79Q: 3 clusters Score -1.945262e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -19452680.000000 Penalty: 5988.781738
	Iteration 80F: 3 clusters Score -1.945268e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -19452696.000000 Penalty: 5988.781738
	Iteration 81Q: 3 clusters Score -1.94527e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -19452736.000000 Penalty: 5988.781738
	Iteration 82Q: 3 clusters Score -1.945274e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -19452744.000000 Penalty: 5988.781738
	Iteration 83Q: 3 clusters Score -1.945274e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -19452784.000000 Penalty: 5988.781738
	Iteration 84Q: 3 clusters Score -1.945278e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -19452762.000000 Penalty: 5988.781738
	Iteration 85Q: 3 clusters Score -1.945276e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -19452826.000000 Penalty: 5988.781738
	Iteration 86Q: 3 clusters Score -1.945283e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -19452856.000000 Penalty: 5988.781738
	Iteration 87Q: 3 clusters Score -1.945286e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -19452856.000000 Penalty: 5988.781738
	Iteration 88Q: 3 clusters Score -1.945286e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -19452886.000000 Penalty: 5988.781738
	Iteration 89Q: 3 clusters Score -1.945289e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -19452916.000000 Penalty: 5988.781738
	Iteration 90Q: 3 clusters Score -1.945292e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -19452936.000000 Penalty: 5988.781738
	Iteration 91Q: 3 clusters Score -1.945294e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -19452948.000000 Penalty: 5988.781738
	Iteration 92Q: 3 clusters Score -1.945295e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -19452946.000000 Penalty: 5988.781738
	Iteration 93Q: 3 clusters Score -1.945295e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -19452976.000000 Penalty: 5988.781738
	Iteration 94Q: 3 clusters Score -1.945298e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 87327 members 
Entering Unmasked Estep 
Score: -19453002.000000 Penalty: 5988.781738
	Iteration 95Q: 3 clusters Score -1.9453e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -19453012.000000 Penalty: 5988.781738
	Iteration 96Q: 3 clusters Score -1.945301e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -19453076.000000 Penalty: 5988.781738
	Iteration 97Q: 3 clusters Score -1.945308e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -19453068.000000 Penalty: 5988.781738
	Iteration 98Q: 3 clusters Score -1.945307e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 88548 members 
Entering Unmasked Estep 
Score: -19453042.000000 Penalty: 5988.781738
	Iteration 99Q: 3 clusters Score -1.945304e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -19453090.000000 Penalty: 5988.781738
	Iteration 100F: 3 clusters Score -1.945309e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -19453094.000000 Penalty: 5988.781738
	Iteration 101Q: 3 clusters Score -1.945309e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -19453126.000000 Penalty: 5988.781738
	Iteration 102Q: 3 clusters Score -1.945313e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -19453140.000000 Penalty: 5988.781738
	Iteration 103Q: 3 clusters Score -1.945314e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -19453152.000000 Penalty: 5988.781738
	Iteration 104Q: 3 clusters Score -1.945315e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -19453156.000000 Penalty: 5988.781738
	Iteration 105Q: 3 clusters Score -1.945316e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -19453162.000000 Penalty: 5988.781738
	Iteration 106Q: 3 clusters Score -1.945316e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84390 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -19453206.000000 Penalty: 5988.781738
	Iteration 107Q: 3 clusters Score -1.945321e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -19453202.000000 Penalty: 5988.781738
	Iteration 108Q: 3 clusters Score -1.94532e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -19453288.000000 Penalty: 5988.781738
	Iteration 109Q: 3 clusters Score -1.945329e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -19453298.000000 Penalty: 5988.781738
	Iteration 110Q: 3 clusters Score -1.94533e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -19453312.000000 Penalty: 5988.781738
	Iteration 111Q: 3 clusters Score -1.945331e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 92217 members 
Entering Unmasked Estep 
Score: -19453302.000000 Penalty: 5988.781738
	Iteration 112Q: 3 clusters Score -1.94533e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -19453374.000000 Penalty: 5988.781738
	Iteration 113Q: 3 clusters Score -1.945337e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -19453418.000000 Penalty: 5988.781738
	Iteration 114Q: 3 clusters Score -1.945342e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -19453396.000000 Penalty: 5988.781738
	Iteration 115Q: 3 clusters Score -1.94534e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -19453370.000000 Penalty: 5988.781738
	Iteration 116Q: 3 clusters Score -1.945337e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -19453384.000000 Penalty: 5988.781738
	Iteration 117Q: 3 clusters Score -1.945338e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -19453330.000000 Penalty: 5988.781738
	Iteration 118Q: 3 clusters Score -1.945333e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 93969 members 
Entering Unmasked Estep 
Score: -19453344.000000 Penalty: 5988.781738
	Iteration 119Q: 3 clusters Score -1.945334e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -19453354.000000 Penalty: 5988.781738
	Iteration 120F: 3 clusters Score -1.945335e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -19453402.000000 Penalty: 5988.781738
	Iteration 121Q: 3 clusters Score -1.94534e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -19453470.000000 Penalty: 5988.781738
	Iteration 122Q: 3 clusters Score -1.945347e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -19453518.000000 Penalty: 5988.781738
	Iteration 123Q: 3 clusters Score -1.945352e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -19453506.000000 Penalty: 5988.781738
	Iteration 124Q: 3 clusters Score -1.945351e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -19453514.000000 Penalty: 5988.781738
	Iteration 125Q: 3 clusters Score -1.945351e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -19453568.000000 Penalty: 5988.781738
	Iteration 126Q: 3 clusters Score -1.945357e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -19453568.000000 Penalty: 5988.781738
	Iteration 127Q: 3 clusters Score -1.945357e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -19453526.000000 Penalty: 5988.781738
	Iteration 128Q: 3 clusters Score -1.945353e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -19453570.000000 Penalty: 5988.781738
	Iteration 129Q: 3 clusters Score -1.945357e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -19453558.000000 Penalty: 5988.781738
	Iteration 130Q: 3 clusters Score -1.945356e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -19453536.000000 Penalty: 5988.781738
	Iteration 131Q: 3 clusters Score -1.945354e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -19453568.000000 Penalty: 5988.781738
	Iteration 132Q: 3 clusters Score -1.945357e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -19453612.000000 Penalty: 5988.781738
	Iteration 133Q: 3 clusters Score -1.945361e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -19453630.000000 Penalty: 5988.781738
	Iteration 134Q: 3 clusters Score -1.945363e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 96564 members 
Entering Unmasked Estep 
Score: -19453624.000000 Penalty: 5988.781738
	Iteration 135Q: 3 clusters Score -1.945362e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -19453592.000000 Penalty: 5988.781738
	Iteration 136Q: 3 clusters Score -1.945359e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -19453606.000000 Penalty: 5988.781738
	Iteration 137Q: 3 clusters Score -1.945361e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -19453614.000000 Penalty: 5988.781738
	Iteration 138Q: 3 clusters Score -1.945361e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -19453604.000000 Penalty: 5988.781738
	Iteration 139Q: 3 clusters Score -1.94536e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -19453654.000000 Penalty: 5988.781738
	Iteration 140F: 3 clusters Score -1.945365e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -19453664.000000 Penalty: 5988.781738
	Iteration 141Q: 3 clusters Score -1.945366e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -19453646.000000 Penalty: 5988.781738
	Iteration 142Q: 3 clusters Score -1.945365e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -19453644.000000 Penalty: 5988.781738
	Iteration 143Q: 3 clusters Score -1.945364e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -19453642.000000 Penalty: 5988.781738
	Iteration 144Q: 3 clusters Score -1.945364e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -19453642.000000 Penalty: 5988.781738
	Iteration 145Q: 3 clusters Score -1.945364e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -19453672.000000 Penalty: 5988.781738
	Iteration 146Q: 3 clusters Score -1.945367e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -19453668.000000 Penalty: 5988.781738
	Iteration 147Q: 3 clusters Score -1.945367e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -19453686.000000 Penalty: 5988.781738
	Iteration 148Q: 3 clusters Score -1.945369e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -19453680.000000 Penalty: 5988.781738
	Iteration 149Q: 3 clusters Score -1.945368e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -19453668.000000 Penalty: 5988.781738
	Iteration 150Q: 3 clusters Score -1.945367e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -19453684.000000 Penalty: 5988.781738
	Iteration 151Q: 3 clusters Score -1.945368e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -19453686.000000 Penalty: 5988.781738
	Iteration 152Q: 3 clusters Score -1.945369e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -19453686.000000 Penalty: 5988.781738
	Iteration 153Q: 3 clusters Score -1.945369e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -19453680.000000 Penalty: 5988.781738
	Iteration 154Q: 3 clusters Score -1.945368e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -19453680.000000 Penalty: 5988.781738
	Iteration 155Q: 3 clusters Score -1.945368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -19453636.000000 Penalty: 5988.781738
	Iteration 156Q: 3 clusters Score -1.945364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -19453626.000000 Penalty: 5988.781738
	Iteration 157Q: 3 clusters Score -1.945363e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -19453632.000000 Penalty: 5988.781738
	Iteration 158Q: 3 clusters Score -1.945363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -19453632.000000 Penalty: 5988.781738
	Iteration 159Q: 3 clusters Score -1.945363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -19453612.000000 Penalty: 5988.781738
	Iteration 160F: 3 clusters Score -1.945361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -19453608.000000 Penalty: 5988.781738
	Iteration 161Q: 3 clusters Score -1.945361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
Score: -19453606.000000 Penalty: 5988.781738
	Iteration 162Q: 3 clusters Score -1.945361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -19453622.000000 Penalty: 5988.781738
	Iteration 163Q: 3 clusters Score -1.945362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -19453614.000000 Penalty: 5988.781738
	Iteration 164Q: 3 clusters Score -1.945361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -19453618.000000 Penalty: 5988.781738
	Iteration 165Q: 3 clusters Score -1.945362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -19453612.000000 Penalty: 5988.781738
	Iteration 166Q: 3 clusters Score -1.945361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -19453600.000000 Penalty: 5988.781738
	Iteration 167Q: 3 clusters Score -1.94536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -19453604.000000 Penalty: 5988.781738
	Iteration 168Q: 3 clusters Score -1.94536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -19453598.000000 Penalty: 5988.781738
	Iteration 169Q: 3 clusters Score -1.94536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -19453598.000000 Penalty: 5988.781738
	Iteration 170Q: 3 clusters Score -1.94536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -19453598.000000 Penalty: 5988.781738
	Iteration 171F: 3 clusters Score -1.94536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 50829 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Entering Unmasked Estep 
Score: -211516432.000000 Penalty: 118571.953125
Splitting cluster 15 changes total score from -211264992.000000 to -211516432.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (50829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Entering Unmasked Estep 
Score: -5232346.500000 Penalty: 2687.383301
	Iteration 0F: 2 clusters Score -5232346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -5198594.500000 Penalty: 5374.766602
	Iteration 0F: 3 clusters Score -5198594 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5223172.500000 Penalty: 5374.766602
	Iteration 1F: 3 clusters Score -5223172 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5241380.500000 Penalty: 5374.766602
	Iteration 2F: 3 clusters Score -5241380 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5255489.500000 Penalty: 5374.766602
	Iteration 3F: 3 clusters Score -5255490 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -5265901.000000 Penalty: 5374.766602
	Iteration 4F: 3 clusters Score -5265901 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -5271513.500000 Penalty: 5374.766602
	Iteration 5F: 3 clusters Score -5271514 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -5272532.000000 Penalty: 5374.766602
	Iteration 6Q: 3 clusters Score -5272532 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5272826.500000 Penalty: 5374.766602
	Iteration 7Q: 3 clusters Score -5272826 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -5272897.000000 Penalty: 5374.766602
	Iteration 8Q: 3 clusters Score -5272897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -5272963.000000 Penalty: 5374.766602
	Iteration 9Q: 3 clusters Score -5272963 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -5273034.500000 Penalty: 5374.766602
	Iteration 10Q: 3 clusters Score -5273034 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -5273113.000000 Penalty: 5374.766602
	Iteration 11Q: 3 clusters Score -5273113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -5273199.000000 Penalty: 5374.766602
	Iteration 12Q: 3 clusters Score -5273199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -5273260.000000 Penalty: 5374.766602
	Iteration 13Q: 3 clusters Score -5273260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5273307.000000 Penalty: 5374.766602
	Iteration 14Q: 3 clusters Score -5273307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5273316.500000 Penalty: 5374.766602
	Iteration 15Q: 3 clusters Score -5273316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -5273318.500000 Penalty: 5374.766602
	Iteration 16Q: 3 clusters Score -5273318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -5273322.500000 Penalty: 5374.766602
	Iteration 17Q: 3 clusters Score -5273322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5273311.000000 Penalty: 5374.766602
	Iteration 18Q: 3 clusters Score -5273311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -5273313.500000 Penalty: 5374.766602
	Iteration 19Q: 3 clusters Score -5273314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5273309.500000 Penalty: 5374.766602
	Iteration 20F: 3 clusters Score -5273310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 39605 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Mstep: Class 34 contains 33744 members 
Entering Unmasked Estep 
Score: -211559520.000000 Penalty: 122165.039062
Splitting cluster 16 changes total score from -211264992.000000 to -211559520.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (39605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Entering Unmasked Estep 
Score: -4227500.500000 Penalty: 2625.504395
	Iteration 0F: 2 clusters Score -4227500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4200779.000000 Penalty: 5251.008789
	Iteration 0F: 3 clusters Score -4200779 nChanged 18309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4213582.000000 Penalty: 5251.008789
	Iteration 1F: 3 clusters Score -4213582 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4217028.500000 Penalty: 5251.008789
	Iteration 2F: 3 clusters Score -4217028 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4220354.000000 Penalty: 5251.008789
	Iteration 3F: 3 clusters Score -4220354 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4223227.000000 Penalty: 5251.008789
	Iteration 4F: 3 clusters Score -4223227 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4225665.500000 Penalty: 5251.008789
	Iteration 5F: 3 clusters Score -4225666 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4227219.500000 Penalty: 5251.008789
	Iteration 6F: 3 clusters Score -4227220 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4228021.000000 Penalty: 5251.008789
	Iteration 7Q: 3 clusters Score -4228021 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4228413.000000 Penalty: 5251.008789
	Iteration 8Q: 3 clusters Score -4228413 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4228652.500000 Penalty: 5251.008789
	Iteration 9Q: 3 clusters Score -4228652 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4228818.500000 Penalty: 5251.008789
	Iteration 10Q: 3 clusters Score -4228818 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4228912.500000 Penalty: 5251.008789
	Iteration 11Q: 3 clusters Score -4228912 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4229002.000000 Penalty: 5251.008789
	Iteration 12Q: 3 clusters Score -4229002 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4229080.500000 Penalty: 5251.008789
	Iteration 13Q: 3 clusters Score -4229080 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4229173.500000 Penalty: 5251.008789
	Iteration 14Q: 3 clusters Score -4229174 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4229303.000000 Penalty: 5251.008789
	Iteration 15Q: 3 clusters Score -4229303 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4229475.000000 Penalty: 5251.008789
	Iteration 16Q: 3 clusters Score -4229475 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4229632.500000 Penalty: 5251.008789
	Iteration 17Q: 3 clusters Score -4229632 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4229831.500000 Penalty: 5251.008789
	Iteration 18Q: 3 clusters Score -4229832 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4229997.500000 Penalty: 5251.008789
	Iteration 19Q: 3 clusters Score -4229998 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4230242.000000 Penalty: 5251.008789
	Iteration 20F: 3 clusters Score -4230242 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4230589.000000 Penalty: 5251.008789
	Iteration 21Q: 3 clusters Score -4230589 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4230947.000000 Penalty: 5251.008789
	Iteration 22Q: 3 clusters Score -4230947 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4231368.500000 Penalty: 5251.008789
	Iteration 23Q: 3 clusters Score -4231368 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4231798.000000 Penalty: 5251.008789
	Iteration 24Q: 3 clusters Score -4231798 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4232218.000000 Penalty: 5251.008789
	Iteration 25Q: 3 clusters Score -4232218 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4232540.500000 Penalty: 5251.008789
	Iteration 26Q: 3 clusters Score -4232540 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4232761.000000 Penalty: 5251.008789
	Iteration 27Q: 3 clusters Score -4232761 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4232908.000000 Penalty: 5251.008789
	Iteration 28Q: 3 clusters Score -4232908 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4233014.500000 Penalty: 5251.008789
	Iteration 29Q: 3 clusters Score -4233014 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4233095.500000 Penalty: 5251.008789
	Iteration 30Q: 3 clusters Score -4233096 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4233145.000000 Penalty: 5251.008789
	Iteration 31Q: 3 clusters Score -4233145 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4233160.000000 Penalty: 5251.008789
	Iteration 32Q: 3 clusters Score -4233160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4233192.500000 Penalty: 5251.008789
	Iteration 33Q: 3 clusters Score -4233192 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4233220.000000 Penalty: 5251.008789
	Iteration 34Q: 3 clusters Score -4233220 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4233236.000000 Penalty: 5251.008789
	Iteration 35Q: 3 clusters Score -4233236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4233265.500000 Penalty: 5251.008789
	Iteration 36Q: 3 clusters Score -4233266 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4233268.500000 Penalty: 5251.008789
	Iteration 37Q: 3 clusters Score -4233268 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4233275.500000 Penalty: 5251.008789
	Iteration 38Q: 3 clusters Score -4233276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4233291.500000 Penalty: 5251.008789
	Iteration 39Q: 3 clusters Score -4233292 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4233284.000000 Penalty: 5251.008789
	Iteration 40F: 3 clusters Score -4233284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4233301.500000 Penalty: 5251.008789
	Iteration 41Q: 3 clusters Score -4233302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4233314.000000 Penalty: 5251.008789
	Iteration 42Q: 3 clusters Score -4233314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4233317.500000 Penalty: 5251.008789
	Iteration 43Q: 3 clusters Score -4233318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -4233319.500000 Penalty: 5251.008789
	Iteration 44Q: 3 clusters Score -4233320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4233334.000000 Penalty: 5251.008789
	Iteration 45Q: 3 clusters Score -4233334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4233337.000000 Penalty: 5251.008789
	Iteration 46Q: 3 clusters Score -4233337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4233335.500000 Penalty: 5251.008789
	Iteration 47Q: 3 clusters Score -4233336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4233339.500000 Penalty: 5251.008789
	Iteration 48Q: 3 clusters Score -4233340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4233347.500000 Penalty: 5251.008789
	Iteration 49Q: 3 clusters Score -4233348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4233347.000000 Penalty: 5251.008789
	Iteration 50Q: 3 clusters Score -4233347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4233346.000000 Penalty: 5251.008789
	Iteration 51Q: 3 clusters Score -4233346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4233348.500000 Penalty: 5251.008789
	Iteration 52Q: 3 clusters Score -4233348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4233340.500000 Penalty: 5251.008789
	Iteration 53Q: 3 clusters Score -4233340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4233337.500000 Penalty: 5251.008789
	Iteration 54Q: 3 clusters Score -4233338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4233343.000000 Penalty: 5251.008789
	Iteration 55Q: 3 clusters Score -4233343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4233341.000000 Penalty: 5251.008789
	Iteration 56Q: 3 clusters Score -4233341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -4233342.000000 Penalty: 5251.008789
	Iteration 57Q: 3 clusters Score -4233342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4233345.000000 Penalty: 5251.008789
	Iteration 58Q: 3 clusters Score -4233345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4233339.000000 Penalty: 5251.008789
	Iteration 59Q: 3 clusters Score -4233339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -4233338.500000 Penalty: 5251.008789
	Iteration 60F: 3 clusters Score -4233338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4233336.000000 Penalty: 5251.008789
	Iteration 61Q: 3 clusters Score -4233336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4233333.500000 Penalty: 5251.008789
	Iteration 62Q: 3 clusters Score -4233334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4233334.500000 Penalty: 5251.008789
	Iteration 63Q: 3 clusters Score -4233334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4233334.500000 Penalty: 5251.008789
	Iteration 64F: 3 clusters Score -4233334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 30863 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Mstep: Class 34 contains 33744 members 
Mstep: Class 35 contains 22187 members 
Entering Unmasked Estep 
Score: -211555248.000000 Penalty: 125758.132812
Splitting cluster 17 changes total score from -211264992.000000 to -211555248.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (30863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Entering Unmasked Estep 
Score: -3089634.750000 Penalty: 2563.653809
	Iteration 0F: 2 clusters Score -3089635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3068738.000000 Penalty: 5127.307617
	Iteration 0F: 3 clusters Score -3068738 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3078863.500000 Penalty: 5127.307617
	Iteration 1F: 3 clusters Score -3078864 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3082124.500000 Penalty: 5127.307617
	Iteration 2F: 3 clusters Score -3082124 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3085218.750000 Penalty: 5127.307617
	Iteration 3F: 3 clusters Score -3085219 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3087572.250000 Penalty: 5127.307617
	Iteration 4F: 3 clusters Score -3087572 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3088913.250000 Penalty: 5127.307617
	Iteration 5F: 3 clusters Score -3088913 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3089558.000000 Penalty: 5127.307617
	Iteration 6Q: 3 clusters Score -3089558 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3089888.000000 Penalty: 5127.307617
	Iteration 7Q: 3 clusters Score -3089888 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3090091.250000 Penalty: 5127.307617
	Iteration 8Q: 3 clusters Score -3090091 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3090231.750000 Penalty: 5127.307617
	Iteration 9Q: 3 clusters Score -3090232 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3090354.500000 Penalty: 5127.307617
	Iteration 10Q: 3 clusters Score -3090354 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3090469.250000 Penalty: 5127.307617
	Iteration 11Q: 3 clusters Score -3090469 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3090595.000000 Penalty: 5127.307617
	Iteration 12Q: 3 clusters Score -3090595 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3090715.000000 Penalty: 5127.307617
	Iteration 13Q: 3 clusters Score -3090715 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3090841.000000 Penalty: 5127.307617
	Iteration 14Q: 3 clusters Score -3090841 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3091053.500000 Penalty: 5127.307617
	Iteration 15Q: 3 clusters Score -3091054 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3091263.500000 Penalty: 5127.307617
	Iteration 16Q: 3 clusters Score -3091264 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3091498.000000 Penalty: 5127.307617
	Iteration 17Q: 3 clusters Score -3091498 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3091743.000000 Penalty: 5127.307617
	Iteration 18Q: 3 clusters Score -3091743 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3091998.750000 Penalty: 5127.307617
	Iteration 19Q: 3 clusters Score -3091999 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3092253.250000 Penalty: 5127.307617
	Iteration 20F: 3 clusters Score -3092253 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3092494.250000 Penalty: 5127.307617
	Iteration 21Q: 3 clusters Score -3092494 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3092643.750000 Penalty: 5127.307617
	Iteration 22Q: 3 clusters Score -3092644 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3092768.250000 Penalty: 5127.307617
	Iteration 23Q: 3 clusters Score -3092768 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3092871.750000 Penalty: 5127.307617
	Iteration 24Q: 3 clusters Score -3092872 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3092952.000000 Penalty: 5127.307617
	Iteration 25Q: 3 clusters Score -3092952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3093030.500000 Penalty: 5127.307617
	Iteration 26Q: 3 clusters Score -3093030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3093080.750000 Penalty: 5127.307617
	Iteration 27Q: 3 clusters Score -3093081 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3093123.000000 Penalty: 5127.307617
	Iteration 28Q: 3 clusters Score -3093123 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3093175.750000 Penalty: 5127.307617
	Iteration 29Q: 3 clusters Score -3093176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3093216.000000 Penalty: 5127.307617
	Iteration 30Q: 3 clusters Score -3093216 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3093292.750000 Penalty: 5127.307617
	Iteration 31Q: 3 clusters Score -3093293 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3093355.250000 Penalty: 5127.307617
	Iteration 32Q: 3 clusters Score -3093355 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3093422.250000 Penalty: 5127.307617
	Iteration 33Q: 3 clusters Score -3093422 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3093474.250000 Penalty: 5127.307617
	Iteration 34Q: 3 clusters Score -3093474 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3093540.750000 Penalty: 5127.307617
	Iteration 35Q: 3 clusters Score -3093541 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3093628.250000 Penalty: 5127.307617
	Iteration 36Q: 3 clusters Score -3093628 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3093673.250000 Penalty: 5127.307617
	Iteration 37Q: 3 clusters Score -3093673 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3093726.250000 Penalty: 5127.307617
	Iteration 38Q: 3 clusters Score -3093726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3093751.750000 Penalty: 5127.307617
	Iteration 39Q: 3 clusters Score -3093752 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3093835.500000 Penalty: 5127.307617
	Iteration 40F: 3 clusters Score -3093836 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3093903.000000 Penalty: 5127.307617
	Iteration 41Q: 3 clusters Score -3093903 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3094055.750000 Penalty: 5127.307617
	Iteration 42Q: 3 clusters Score -3094056 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3094327.750000 Penalty: 5127.307617
	Iteration 43Q: 3 clusters Score -3094328 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3094709.500000 Penalty: 5127.307617
	Iteration 44Q: 3 clusters Score -3094710 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3094969.000000 Penalty: 5127.307617
	Iteration 45Q: 3 clusters Score -3094969 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3095109.000000 Penalty: 5127.307617
	Iteration 46Q: 3 clusters Score -3095109 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3095195.000000 Penalty: 5127.307617
	Iteration 47Q: 3 clusters Score -3095195 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3095283.500000 Penalty: 5127.307617
	Iteration 48Q: 3 clusters Score -3095284 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3095392.250000 Penalty: 5127.307617
	Iteration 49Q: 3 clusters Score -3095392 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3095530.500000 Penalty: 5127.307617
	Iteration 50Q: 3 clusters Score -3095530 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3095674.000000 Penalty: 5127.307617
	Iteration 51Q: 3 clusters Score -3095674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3095790.500000 Penalty: 5127.307617
	Iteration 52Q: 3 clusters Score -3095790 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3095895.750000 Penalty: 5127.307617
	Iteration 53Q: 3 clusters Score -3095896 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3095962.250000 Penalty: 5127.307617
	Iteration 54Q: 3 clusters Score -3095962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3095995.250000 Penalty: 5127.307617
	Iteration 55Q: 3 clusters Score -3095995 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3096017.500000 Penalty: 5127.307617
	Iteration 56Q: 3 clusters Score -3096018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3096043.250000 Penalty: 5127.307617
	Iteration 57Q: 3 clusters Score -3096043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3096068.500000 Penalty: 5127.307617
	Iteration 58Q: 3 clusters Score -3096068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3096103.750000 Penalty: 5127.307617
	Iteration 59Q: 3 clusters Score -3096104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3096123.000000 Penalty: 5127.307617
	Iteration 60F: 3 clusters Score -3096123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3096134.750000 Penalty: 5127.307617
	Iteration 61Q: 3 clusters Score -3096135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3096150.750000 Penalty: 5127.307617
	Iteration 62Q: 3 clusters Score -3096151 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3096172.500000 Penalty: 5127.307617
	Iteration 63Q: 3 clusters Score -3096172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3096175.250000 Penalty: 5127.307617
	Iteration 64Q: 3 clusters Score -3096175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3096193.500000 Penalty: 5127.307617
	Iteration 65Q: 3 clusters Score -3096194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3096193.750000 Penalty: 5127.307617
	Iteration 66Q: 3 clusters Score -3096194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3096199.250000 Penalty: 5127.307617
	Iteration 67Q: 3 clusters Score -3096199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3096200.000000 Penalty: 5127.307617
	Iteration 68Q: 3 clusters Score -3096200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3096207.250000 Penalty: 5127.307617
	Iteration 69Q: 3 clusters Score -3096207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3096216.500000 Penalty: 5127.307617
	Iteration 70Q: 3 clusters Score -3096216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3096217.000000 Penalty: 5127.307617
	Iteration 71Q: 3 clusters Score -3096217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3096219.250000 Penalty: 5127.307617
	Iteration 72Q: 3 clusters Score -3096219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3096222.250000 Penalty: 5127.307617
	Iteration 73Q: 3 clusters Score -3096222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3096224.000000 Penalty: 5127.307617
	Iteration 74Q: 3 clusters Score -3096224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3096226.000000 Penalty: 5127.307617
	Iteration 75Q: 3 clusters Score -3096226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3096230.500000 Penalty: 5127.307617
	Iteration 76Q: 3 clusters Score -3096230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3096223.000000 Penalty: 5127.307617
	Iteration 77Q: 3 clusters Score -3096223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3096228.250000 Penalty: 5127.307617
	Iteration 78Q: 3 clusters Score -3096228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3096234.000000 Penalty: 5127.307617
	Iteration 79Q: 3 clusters Score -3096234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3096230.250000 Penalty: 5127.307617
	Iteration 80F: 3 clusters Score -3096230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3096234.500000 Penalty: 5127.307617
	Iteration 81Q: 3 clusters Score -3096234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3096230.750000 Penalty: 5127.307617
	Iteration 82Q: 3 clusters Score -3096231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3096230.750000 Penalty: 5127.307617
	Iteration 83Q: 3 clusters Score -3096231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3096227.750000 Penalty: 5127.307617
	Iteration 84Q: 3 clusters Score -3096228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3096226.750000 Penalty: 5127.307617
	Iteration 85Q: 3 clusters Score -3096227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3096224.250000 Penalty: 5127.307617
	Iteration 86Q: 3 clusters Score -3096224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3096229.750000 Penalty: 5127.307617
	Iteration 87Q: 3 clusters Score -3096230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3096230.250000 Penalty: 5127.307617
	Iteration 88Q: 3 clusters Score -3096230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3096226.250000 Penalty: 5127.307617
	Iteration 89Q: 3 clusters Score -3096226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3096232.250000 Penalty: 5127.307617
	Iteration 90Q: 3 clusters Score -3096232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3096235.750000 Penalty: 5127.307617
	Iteration 91Q: 3 clusters Score -3096236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3096236.000000 Penalty: 5127.307617
	Iteration 92Q: 3 clusters Score -3096236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3096237.750000 Penalty: 5127.307617
	Iteration 93Q: 3 clusters Score -3096238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3096239.500000 Penalty: 5127.307617
	Iteration 94Q: 3 clusters Score -3096240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3096241.250000 Penalty: 5127.307617
	Iteration 95Q: 3 clusters Score -3096241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3096241.250000 Penalty: 5127.307617
	Iteration 96F: 3 clusters Score -3096241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 108532 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Mstep: Class 34 contains 33744 members 
Mstep: Class 35 contains 22187 members 
Mstep: Class 36 contains 19980 members 
Entering Unmasked Estep 
Score: -211559600.000000 Penalty: 129351.218750
Splitting cluster 18 changes total score from -211264992.000000 to -211559600.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (108532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Entering Unmasked Estep 
Score: -12163389.000000 Penalty: 2875.510498
	Iteration 0F: 2 clusters Score -1.216339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -12090960.000000 Penalty: 5751.020996
	Iteration 0F: 3 clusters Score -1.209096e+07 nChanged 51488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -12124847.000000 Penalty: 5751.020996
	Iteration 1F: 3 clusters Score -1.212485e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -12132731.000000 Penalty: 5751.020996
	Iteration 2F: 3 clusters Score -1.213273e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -12143260.000000 Penalty: 5751.020996
	Iteration 3F: 3 clusters Score -1.214326e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -12152987.000000 Penalty: 5751.020996
	Iteration 4F: 3 clusters Score -1.215299e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -12159197.000000 Penalty: 5751.020996
	Iteration 5F: 3 clusters Score -1.21592e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -12162863.000000 Penalty: 5751.020996
	Iteration 6F: 3 clusters Score -1.216286e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -12165151.000000 Penalty: 5751.020996
	Iteration 7Q: 3 clusters Score -1.216515e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -12166695.000000 Penalty: 5751.020996
	Iteration 8Q: 3 clusters Score -1.21667e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -12167978.000000 Penalty: 5751.020996
	Iteration 9Q: 3 clusters Score -1.216798e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -12169047.000000 Penalty: 5751.020996
	Iteration 10Q: 3 clusters Score -1.216905e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -12169876.000000 Penalty: 5751.020996
	Iteration 11Q: 3 clusters Score -1.216988e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -12170465.000000 Penalty: 5751.020996
	Iteration 12Q: 3 clusters Score -1.217046e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -12170853.000000 Penalty: 5751.020996
	Iteration 13Q: 3 clusters Score -1.217085e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -12171177.000000 Penalty: 5751.020996
	Iteration 14Q: 3 clusters Score -1.217118e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -12171414.000000 Penalty: 5751.020996
	Iteration 15Q: 3 clusters Score -1.217141e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -12171606.000000 Penalty: 5751.020996
	Iteration 16Q: 3 clusters Score -1.217161e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -12171725.000000 Penalty: 5751.020996
	Iteration 17Q: 3 clusters Score -1.217172e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -12171887.000000 Penalty: 5751.020996
	Iteration 18Q: 3 clusters Score -1.217189e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -12172067.000000 Penalty: 5751.020996
	Iteration 19Q: 3 clusters Score -1.217207e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -12172271.000000 Penalty: 5751.020996
	Iteration 20F: 3 clusters Score -1.217227e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -12172501.000000 Penalty: 5751.020996
	Iteration 21Q: 3 clusters Score -1.21725e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -12172692.000000 Penalty: 5751.020996
	Iteration 22Q: 3 clusters Score -1.217269e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -12172931.000000 Penalty: 5751.020996
	Iteration 23Q: 3 clusters Score -1.217293e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -12173198.000000 Penalty: 5751.020996
	Iteration 24Q: 3 clusters Score -1.21732e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -12173410.000000 Penalty: 5751.020996
	Iteration 25Q: 3 clusters Score -1.217341e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -12173870.000000 Penalty: 5751.020996
	Iteration 26Q: 3 clusters Score -1.217387e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -12174941.000000 Penalty: 5751.020996
	Iteration 27Q: 3 clusters Score -1.217494e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -12175945.000000 Penalty: 5751.020996
	Iteration 28Q: 3 clusters Score -1.217594e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -12176133.000000 Penalty: 5751.020996
	Iteration 29Q: 3 clusters Score -1.217613e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -12176228.000000 Penalty: 5751.020996
	Iteration 30Q: 3 clusters Score -1.217623e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -12176211.000000 Penalty: 5751.020996
	Iteration 31Q: 3 clusters Score -1.217621e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93354 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -12176231.000000 Penalty: 5751.020996
	Iteration 32Q: 3 clusters Score -1.217623e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -12176249.000000 Penalty: 5751.020996
	Iteration 33Q: 3 clusters Score -1.217625e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -12176239.000000 Penalty: 5751.020996
	Iteration 34Q: 3 clusters Score -1.217624e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -12176254.000000 Penalty: 5751.020996
	Iteration 35Q: 3 clusters Score -1.217625e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -12176283.000000 Penalty: 5751.020996
	Iteration 36Q: 3 clusters Score -1.217628e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -12176284.000000 Penalty: 5751.020996
	Iteration 37Q: 3 clusters Score -1.217628e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -12176260.000000 Penalty: 5751.020996
	Iteration 38Q: 3 clusters Score -1.217626e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -12176284.000000 Penalty: 5751.020996
	Iteration 39Q: 3 clusters Score -1.217628e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -12176279.000000 Penalty: 5751.020996
	Iteration 40F: 3 clusters Score -1.217628e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -12176296.000000 Penalty: 5751.020996
	Iteration 41Q: 3 clusters Score -1.21763e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -12176306.000000 Penalty: 5751.020996
	Iteration 42Q: 3 clusters Score -1.217631e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -12176297.000000 Penalty: 5751.020996
	Iteration 43Q: 3 clusters Score -1.21763e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -12176327.000000 Penalty: 5751.020996
	Iteration 44Q: 3 clusters Score -1.217633e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -12176363.000000 Penalty: 5751.020996
	Iteration 45Q: 3 clusters Score -1.217636e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -12176345.000000 Penalty: 5751.020996
	Iteration 46Q: 3 clusters Score -1.217634e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -12176359.000000 Penalty: 5751.020996
	Iteration 47Q: 3 clusters Score -1.217636e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -12176392.000000 Penalty: 5751.020996
	Iteration 48Q: 3 clusters Score -1.217639e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -12176389.000000 Penalty: 5751.020996
	Iteration 49Q: 3 clusters Score -1.217639e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -12176379.000000 Penalty: 5751.020996
	Iteration 50Q: 3 clusters Score -1.217638e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -12176408.000000 Penalty: 5751.020996
	Iteration 51Q: 3 clusters Score -1.217641e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -12176418.000000 Penalty: 5751.020996
	Iteration 52Q: 3 clusters Score -1.217642e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -12176417.000000 Penalty: 5751.020996
	Iteration 53Q: 3 clusters Score -1.217642e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -12176399.000000 Penalty: 5751.020996
	Iteration 54Q: 3 clusters Score -1.21764e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -12176398.000000 Penalty: 5751.020996
	Iteration 55Q: 3 clusters Score -1.21764e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -12176417.000000 Penalty: 5751.020996
	Iteration 56Q: 3 clusters Score -1.217642e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -12176441.000000 Penalty: 5751.020996
	Iteration 57Q: 3 clusters Score -1.217644e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -12176493.000000 Penalty: 5751.020996
	Iteration 58Q: 3 clusters Score -1.217649e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -12176515.000000 Penalty: 5751.020996
	Iteration 59Q: 3 clusters Score -1.217652e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -12176537.000000 Penalty: 5751.020996
	Iteration 60F: 3 clusters Score -1.217654e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -12176571.000000 Penalty: 5751.020996
	Iteration 61Q: 3 clusters Score -1.217657e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -12176609.000000 Penalty: 5751.020996
	Iteration 62Q: 3 clusters Score -1.217661e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -12176651.000000 Penalty: 5751.020996
	Iteration 63Q: 3 clusters Score -1.217665e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -12176684.000000 Penalty: 5751.020996
	Iteration 64Q: 3 clusters Score -1.217668e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -12176696.000000 Penalty: 5751.020996
	Iteration 65Q: 3 clusters Score -1.21767e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -12176782.000000 Penalty: 5751.020996
	Iteration 66Q: 3 clusters Score -1.217678e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -12176829.000000 Penalty: 5751.020996
	Iteration 67Q: 3 clusters Score -1.217683e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -12176841.000000 Penalty: 5751.020996
	Iteration 68Q: 3 clusters Score -1.217684e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -12176935.000000 Penalty: 5751.020996
	Iteration 69Q: 3 clusters Score -1.217694e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -12177009.000000 Penalty: 5751.020996
	Iteration 70Q: 3 clusters Score -1.217701e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -12177059.000000 Penalty: 5751.020996
	Iteration 71Q: 3 clusters Score -1.217706e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -12177157.000000 Penalty: 5751.020996
	Iteration 72Q: 3 clusters Score -1.217716e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -12177253.000000 Penalty: 5751.020996
	Iteration 73Q: 3 clusters Score -1.217725e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -12177351.000000 Penalty: 5751.020996
	Iteration 74Q: 3 clusters Score -1.217735e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -12177427.000000 Penalty: 5751.020996
	Iteration 75Q: 3 clusters Score -1.217743e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -12177534.000000 Penalty: 5751.020996
	Iteration 76Q: 3 clusters Score -1.217753e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -12177664.000000 Penalty: 5751.020996
	Iteration 77Q: 3 clusters Score -1.217766e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -12177761.000000 Penalty: 5751.020996
	Iteration 78Q: 3 clusters Score -1.217776e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -12177845.000000 Penalty: 5751.020996
	Iteration 79Q: 3 clusters Score -1.217784e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -12177949.000000 Penalty: 5751.020996
	Iteration 80F: 3 clusters Score -1.217795e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -12178054.000000 Penalty: 5751.020996
	Iteration 81Q: 3 clusters Score -1.217805e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -12178118.000000 Penalty: 5751.020996
	Iteration 82Q: 3 clusters Score -1.217812e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -12178188.000000 Penalty: 5751.020996
	Iteration 83Q: 3 clusters Score -1.217819e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -12178239.000000 Penalty: 5751.020996
	Iteration 84Q: 3 clusters Score -1.217824e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -12178307.000000 Penalty: 5751.020996
	Iteration 85Q: 3 clusters Score -1.217831e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -12178331.000000 Penalty: 5751.020996
	Iteration 86Q: 3 clusters Score -1.217833e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -12178421.000000 Penalty: 5751.020996
	Iteration 87Q: 3 clusters Score -1.217842e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -12178431.000000 Penalty: 5751.020996
	Iteration 88Q: 3 clusters Score -1.217843e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -12178457.000000 Penalty: 5751.020996
	Iteration 89Q: 3 clusters Score -1.217846e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -12178477.000000 Penalty: 5751.020996
	Iteration 90Q: 3 clusters Score -1.217848e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -12178481.000000 Penalty: 5751.020996
	Iteration 91Q: 3 clusters Score -1.217848e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -12178504.000000 Penalty: 5751.020996
	Iteration 92Q: 3 clusters Score -1.21785e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -12178485.000000 Penalty: 5751.020996
	Iteration 93Q: 3 clusters Score -1.217848e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -12178485.000000 Penalty: 5751.020996
	Iteration 94Q: 3 clusters Score -1.217848e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -12178489.000000 Penalty: 5751.020996
	Iteration 95Q: 3 clusters Score -1.217849e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -12178495.000000 Penalty: 5751.020996
	Iteration 96Q: 3 clusters Score -1.21785e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -12178469.000000 Penalty: 5751.020996
	Iteration 97Q: 3 clusters Score -1.217847e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -12178487.000000 Penalty: 5751.020996
	Iteration 98Q: 3 clusters Score -1.217849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -12178478.000000 Penalty: 5751.020996
	Iteration 99Q: 3 clusters Score -1.217848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -12178492.000000 Penalty: 5751.020996
	Iteration 100F: 3 clusters Score -1.217849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -12178474.000000 Penalty: 5751.020996
	Iteration 101Q: 3 clusters Score -1.217847e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -12178488.000000 Penalty: 5751.020996
	Iteration 102Q: 3 clusters Score -1.217849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -12178502.000000 Penalty: 5751.020996
	Iteration 103Q: 3 clusters Score -1.21785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -12178499.000000 Penalty: 5751.020996
	Iteration 104Q: 3 clusters Score -1.21785e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -12178510.000000 Penalty: 5751.020996
	Iteration 105Q: 3 clusters Score -1.217851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -12178505.000000 Penalty: 5751.020996
	Iteration 106Q: 3 clusters Score -1.21785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -12178501.000000 Penalty: 5751.020996
	Iteration 107Q: 3 clusters Score -1.21785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -12178488.000000 Penalty: 5751.020996
	Iteration 108Q: 3 clusters Score -1.217849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -12178497.000000 Penalty: 5751.020996
	Iteration 109Q: 3 clusters Score -1.21785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -12178500.000000 Penalty: 5751.020996
	Iteration 110Q: 3 clusters Score -1.21785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -12178513.000000 Penalty: 5751.020996
	Iteration 111Q: 3 clusters Score -1.217851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -12178508.000000 Penalty: 5751.020996
	Iteration 112Q: 3 clusters Score -1.217851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -12178510.000000 Penalty: 5751.020996
	Iteration 113Q: 3 clusters Score -1.217851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -12178514.000000 Penalty: 5751.020996
	Iteration 114Q: 3 clusters Score -1.217851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -12178490.000000 Penalty: 5751.020996
	Iteration 115Q: 3 clusters Score -1.217849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -12178490.000000 Penalty: 5751.020996
	Iteration 116Q: 3 clusters Score -1.217849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -12178490.000000 Penalty: 5751.020996
	Iteration 117Q: 3 clusters Score -1.217849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -12178501.000000 Penalty: 5751.020996
	Iteration 118Q: 3 clusters Score -1.21785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -12178496.000000 Penalty: 5751.020996
	Iteration 119Q: 3 clusters Score -1.21785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -12178487.000000 Penalty: 5751.020996
	Iteration 120F: 3 clusters Score -1.217849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -12178486.000000 Penalty: 5751.020996
	Iteration 121Q: 3 clusters Score -1.217849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -12178489.000000 Penalty: 5751.020996
	Iteration 122Q: 3 clusters Score -1.217849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -12178483.000000 Penalty: 5751.020996
	Iteration 123Q: 3 clusters Score -1.217848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -12178492.000000 Penalty: 5751.020996
	Iteration 124Q: 3 clusters Score -1.217849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -12178482.000000 Penalty: 5751.020996
	Iteration 125Q: 3 clusters Score -1.217848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -12178483.000000 Penalty: 5751.020996
	Iteration 126Q: 3 clusters Score -1.217848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -12178482.000000 Penalty: 5751.020996
	Iteration 127Q: 3 clusters Score -1.217848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -12178485.000000 Penalty: 5751.020996
	Iteration 128Q: 3 clusters Score -1.217848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12178488.000000 Penalty: 5751.020996
	Iteration 129Q: 3 clusters Score -1.217849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -12178488.000000 Penalty: 5751.020996
	Iteration 130Q: 3 clusters Score -1.217849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -12178498.000000 Penalty: 5751.020996
	Iteration 131Q: 3 clusters Score -1.21785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -12178490.000000 Penalty: 5751.020996
	Iteration 132Q: 3 clusters Score -1.217849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -12178489.000000 Penalty: 5751.020996
	Iteration 133Q: 3 clusters Score -1.217849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -12178487.000000 Penalty: 5751.020996
	Iteration 134Q: 3 clusters Score -1.217849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -12178487.000000 Penalty: 5751.020996
	Iteration 135Q: 3 clusters Score -1.217849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -12178492.000000 Penalty: 5751.020996
	Iteration 136Q: 3 clusters Score -1.217849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -12178495.000000 Penalty: 5751.020996
	Iteration 137Q: 3 clusters Score -1.21785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -12178492.000000 Penalty: 5751.020996
	Iteration 138Q: 3 clusters Score -1.217849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -12178507.000000 Penalty: 5751.020996
	Iteration 139Q: 3 clusters Score -1.217851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -12178504.000000 Penalty: 5751.020996
	Iteration 140F: 3 clusters Score -1.21785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -12178497.000000 Penalty: 5751.020996
	Iteration 141Q: 3 clusters Score -1.21785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -12178494.000000 Penalty: 5751.020996
	Iteration 142Q: 3 clusters Score -1.217849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -12178494.000000 Penalty: 5751.020996
	Iteration 143Q: 3 clusters Score -1.217849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -12178509.000000 Penalty: 5751.020996
	Iteration 144Q: 3 clusters Score -1.217851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -12178478.000000 Penalty: 5751.020996
	Iteration 145Q: 3 clusters Score -1.217848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -12178471.000000 Penalty: 5751.020996
	Iteration 146Q: 3 clusters Score -1.217847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -12178483.000000 Penalty: 5751.020996
	Iteration 147Q: 3 clusters Score -1.217848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -12178500.000000 Penalty: 5751.020996
	Iteration 148Q: 3 clusters Score -1.21785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -12178496.000000 Penalty: 5751.020996
	Iteration 149Q: 3 clusters Score -1.21785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -12178501.000000 Penalty: 5751.020996
	Iteration 150Q: 3 clusters Score -1.21785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -12178506.000000 Penalty: 5751.020996
	Iteration 151Q: 3 clusters Score -1.217851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -12178509.000000 Penalty: 5751.020996
	Iteration 152Q: 3 clusters Score -1.217851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -12178525.000000 Penalty: 5751.020996
	Iteration 153Q: 3 clusters Score -1.217852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -12178528.000000 Penalty: 5751.020996
	Iteration 154Q: 3 clusters Score -1.217853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -12178533.000000 Penalty: 5751.020996
	Iteration 155Q: 3 clusters Score -1.217853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -12178537.000000 Penalty: 5751.020996
	Iteration 156Q: 3 clusters Score -1.217854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -12178534.000000 Penalty: 5751.020996
	Iteration 157Q: 3 clusters Score -1.217853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -12178535.000000 Penalty: 5751.020996
	Iteration 158Q: 3 clusters Score -1.217854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -12178543.000000 Penalty: 5751.020996
	Iteration 159Q: 3 clusters Score -1.217854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -12178532.000000 Penalty: 5751.020996
	Iteration 160F: 3 clusters Score -1.217853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -12178529.000000 Penalty: 5751.020996
	Iteration 161Q: 3 clusters Score -1.217853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -12178524.000000 Penalty: 5751.020996
	Iteration 162Q: 3 clusters Score -1.217852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -12178537.000000 Penalty: 5751.020996
	Iteration 163Q: 3 clusters Score -1.217854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -12178532.000000 Penalty: 5751.020996
	Iteration 164Q: 3 clusters Score -1.217853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -12178528.000000 Penalty: 5751.020996
	Iteration 165Q: 3 clusters Score -1.217853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -12178528.000000 Penalty: 5751.020996
	Iteration 166Q: 3 clusters Score -1.217853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -12178523.000000 Penalty: 5751.020996
	Iteration 167Q: 3 clusters Score -1.217852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -12178514.000000 Penalty: 5751.020996
	Iteration 168Q: 3 clusters Score -1.217851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -12178515.000000 Penalty: 5751.020996
	Iteration 169Q: 3 clusters Score -1.217852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -12178492.000000 Penalty: 5751.020996
	Iteration 170Q: 3 clusters Score -1.217849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -12178496.000000 Penalty: 5751.020996
	Iteration 171Q: 3 clusters Score -1.21785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -12178517.000000 Penalty: 5751.020996
	Iteration 172Q: 3 clusters Score -1.217852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -12178502.000000 Penalty: 5751.020996
	Iteration 173Q: 3 clusters Score -1.21785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -12178503.000000 Penalty: 5751.020996
	Iteration 174Q: 3 clusters Score -1.21785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -12178485.000000 Penalty: 5751.020996
	Iteration 175Q: 3 clusters Score -1.217848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -12178495.000000 Penalty: 5751.020996
	Iteration 176Q: 3 clusters Score -1.21785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -12178488.000000 Penalty: 5751.020996
	Iteration 177Q: 3 clusters Score -1.217849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -12178497.000000 Penalty: 5751.020996
	Iteration 178Q: 3 clusters Score -1.21785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -12178512.000000 Penalty: 5751.020996
	Iteration 179Q: 3 clusters Score -1.217851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -12178507.000000 Penalty: 5751.020996
	Iteration 180F: 3 clusters Score -1.217851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -12178515.000000 Penalty: 5751.020996
	Iteration 181Q: 3 clusters Score -1.217852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -12178519.000000 Penalty: 5751.020996
	Iteration 182Q: 3 clusters Score -1.217852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -12178521.000000 Penalty: 5751.020996
	Iteration 183Q: 3 clusters Score -1.217852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -12178514.000000 Penalty: 5751.020996
	Iteration 184Q: 3 clusters Score -1.217851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -12178528.000000 Penalty: 5751.020996
	Iteration 185Q: 3 clusters Score -1.217853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -12178520.000000 Penalty: 5751.020996
	Iteration 186Q: 3 clusters Score -1.217852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -12178519.000000 Penalty: 5751.020996
	Iteration 187Q: 3 clusters Score -1.217852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -12178520.000000 Penalty: 5751.020996
	Iteration 188Q: 3 clusters Score -1.217852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -12178514.000000 Penalty: 5751.020996
	Iteration 189Q: 3 clusters Score -1.217851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -12178509.000000 Penalty: 5751.020996
	Iteration 190Q: 3 clusters Score -1.217851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -12178509.000000 Penalty: 5751.020996
	Iteration 191Q: 3 clusters Score -1.217851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -12178506.000000 Penalty: 5751.020996
	Iteration 192Q: 3 clusters Score -1.217851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -12178501.000000 Penalty: 5751.020996
	Iteration 193Q: 3 clusters Score -1.21785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -12178509.000000 Penalty: 5751.020996
	Iteration 194Q: 3 clusters Score -1.217851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -12178511.000000 Penalty: 5751.020996
	Iteration 195Q: 3 clusters Score -1.217851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -12178507.000000 Penalty: 5751.020996
	Iteration 196Q: 3 clusters Score -1.217851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -12178506.000000 Penalty: 5751.020996
	Iteration 197Q: 3 clusters Score -1.217851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -12178506.000000 Penalty: 5751.020996
	Iteration 198F: 3 clusters Score -1.217851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 74874 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Mstep: Class 34 contains 33744 members 
Mstep: Class 35 contains 22187 members 
Mstep: Class 36 contains 19980 members 
Mstep: Class 37 contains 33658 members 
Entering Unmasked Estep 
Score: -211571648.000000 Penalty: 132944.312500
Splitting cluster 19 changes total score from -211264992.000000 to -211571648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (38467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Entering Unmasked Estep 
Score: -4259879.000000 Penalty: 2618.273926
	Iteration 0F: 2 clusters Score -4259879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4233773.500000 Penalty: 5236.547852
	Iteration 0F: 3 clusters Score -4233774 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4244001.500000 Penalty: 5236.547852
	Iteration 1F: 3 clusters Score -4244002 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4245718.000000 Penalty: 5236.547852
	Iteration 2F: 3 clusters Score -4245718 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4248694.500000 Penalty: 5236.547852
	Iteration 3F: 3 clusters Score -4248694 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4253898.000000 Penalty: 5236.547852
	Iteration 4F: 3 clusters Score -4253898 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4260890.500000 Penalty: 5236.547852
	Iteration 5F: 3 clusters Score -4260890 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4266526.500000 Penalty: 5236.547852
	Iteration 6F: 3 clusters Score -4266526 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4269307.000000 Penalty: 5236.547852
	Iteration 7F: 3 clusters Score -4269307 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4270117.000000 Penalty: 5236.547852
	Iteration 8Q: 3 clusters Score -4270117 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4270315.000000 Penalty: 5236.547852
	Iteration 9Q: 3 clusters Score -4270315 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4270422.000000 Penalty: 5236.547852
	Iteration 10Q: 3 clusters Score -4270422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -4270443.500000 Penalty: 5236.547852
	Iteration 11Q: 3 clusters Score -4270444 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4270507.000000 Penalty: 5236.547852
	Iteration 12Q: 3 clusters Score -4270507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4270537.000000 Penalty: 5236.547852
	Iteration 13Q: 3 clusters Score -4270537 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -4270580.000000 Penalty: 5236.547852
	Iteration 14Q: 3 clusters Score -4270580 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4270679.500000 Penalty: 5236.547852
	Iteration 15Q: 3 clusters Score -4270680 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4270883.000000 Penalty: 5236.547852
	Iteration 16Q: 3 clusters Score -4270883 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4271151.500000 Penalty: 5236.547852
	Iteration 17Q: 3 clusters Score -4271152 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4271563.500000 Penalty: 5236.547852
	Iteration 18Q: 3 clusters Score -4271564 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4272063.500000 Penalty: 5236.547852
	Iteration 19Q: 3 clusters Score -4272064 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4272406.500000 Penalty: 5236.547852
	Iteration 20F: 3 clusters Score -4272406 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -4272580.500000 Penalty: 5236.547852
	Iteration 21Q: 3 clusters Score -4272580 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4272630.000000 Penalty: 5236.547852
	Iteration 22Q: 3 clusters Score -4272630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4272660.000000 Penalty: 5236.547852
	Iteration 23Q: 3 clusters Score -4272660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4272683.500000 Penalty: 5236.547852
	Iteration 24Q: 3 clusters Score -4272684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -4272703.000000 Penalty: 5236.547852
	Iteration 25Q: 3 clusters Score -4272703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4272711.500000 Penalty: 5236.547852
	Iteration 26Q: 3 clusters Score -4272712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4272725.000000 Penalty: 5236.547852
	Iteration 27Q: 3 clusters Score -4272725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4272724.000000 Penalty: 5236.547852
	Iteration 28Q: 3 clusters Score -4272724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4272735.500000 Penalty: 5236.547852
	Iteration 29Q: 3 clusters Score -4272736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4272732.000000 Penalty: 5236.547852
	Iteration 30Q: 3 clusters Score -4272732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4272738.000000 Penalty: 5236.547852
	Iteration 31Q: 3 clusters Score -4272738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4272738.000000 Penalty: 5236.547852
	Iteration 32Q: 3 clusters Score -4272738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -4272736.500000 Penalty: 5236.547852
	Iteration 33Q: 3 clusters Score -4272736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4272733.000000 Penalty: 5236.547852
	Iteration 34Q: 3 clusters Score -4272733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4272737.500000 Penalty: 5236.547852
	Iteration 35Q: 3 clusters Score -4272738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4272738.500000 Penalty: 5236.547852
	Iteration 36Q: 3 clusters Score -4272738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4272727.000000 Penalty: 5236.547852
	Iteration 37Q: 3 clusters Score -4272727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4272726.500000 Penalty: 5236.547852
	Iteration 38Q: 3 clusters Score -4272726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4272728.000000 Penalty: 5236.547852
	Iteration 39Q: 3 clusters Score -4272728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4272727.000000 Penalty: 5236.547852
	Iteration 40F: 3 clusters Score -4272727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 74874 members 
Mstep: Class 20 contains 9801 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Mstep: Class 34 contains 33744 members 
Mstep: Class 35 contains 22187 members 
Mstep: Class 36 contains 19980 members 
Mstep: Class 37 contains 33658 members 
Mstep: Class 38 contains 28666 members 
Entering Unmasked Estep 
Score: -211581680.000000 Penalty: 136537.406250
Splitting cluster 20 changes total score from -211264992.000000 to -211581680.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -981871.875000 Penalty: 2282.397217
	Iteration 0F: 2 clusters Score -981871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -974865.687500 Penalty: 4564.794434
	Iteration 0F: 3 clusters Score -974865.7 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -986640.125000 Penalty: 4564.794434
	Iteration 1F: 3 clusters Score -986640.1 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -995802.625000 Penalty: 4564.794434
	Iteration 2F: 3 clusters Score -995802.6 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1003445.250000 Penalty: 4564.794434
	Iteration 3F: 3 clusters Score -1003445 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1008579.875000 Penalty: 4564.794434
	Iteration 4F: 3 clusters Score -1008580 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1011336.250000 Penalty: 4564.794434
	Iteration 5Q: 3 clusters Score -1011336 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1012636.750000 Penalty: 4564.794434
	Iteration 6Q: 3 clusters Score -1012637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1012949.750000 Penalty: 4564.794434
	Iteration 7Q: 3 clusters Score -1012950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1013243.750000 Penalty: 4564.794434
	Iteration 8Q: 3 clusters Score -1013244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1013589.125000 Penalty: 4564.794434
	Iteration 9Q: 3 clusters Score -1013589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1014086.312500 Penalty: 4564.794434
	Iteration 10Q: 3 clusters Score -1014086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1015467.500000 Penalty: 4564.794434
	Iteration 11Q: 3 clusters Score -1015468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1018682.187500 Penalty: 4564.794434
	Iteration 12Q: 3 clusters Score -1018682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1018929.875000 Penalty: 4564.794434
	Iteration 13Q: 3 clusters Score -1018930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1018985.500000 Penalty: 4564.794434
	Iteration 14Q: 3 clusters Score -1018986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1018989.562500 Penalty: 4564.794434
	Iteration 15Q: 3 clusters Score -1018990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1019000.625000 Penalty: 4564.794434
	Iteration 16Q: 3 clusters Score -1019001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1019000.562500 Penalty: 4564.794434
	Iteration 17Q: 3 clusters Score -1019001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1019278.687500 Penalty: 4564.794434
	Iteration 18F: 3 clusters Score -1019279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1019907.062500 Penalty: 4564.794434
	Iteration 19Q: 3 clusters Score -1019907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1021357.937500 Penalty: 4564.794434
	Iteration 20F: 3 clusters Score -1021358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1027623.125000 Penalty: 4564.794434
	Iteration 21Q: 3 clusters Score -1027623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1027676.250000 Penalty: 4564.794434
	Iteration 22Q: 3 clusters Score -1027676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1027688.375000 Penalty: 4564.794434
	Iteration 23Q: 3 clusters Score -1027688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1027693.500000 Penalty: 4564.794434
	Iteration 24Q: 3 clusters Score -1027694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1027698.062500 Penalty: 4564.794434
	Iteration 25Q: 3 clusters Score -1027698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1027702.687500 Penalty: 4564.794434
	Iteration 26Q: 3 clusters Score -1027703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1027703.875000 Penalty: 4564.794434
	Iteration 27Q: 3 clusters Score -1027704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1027705.000000 Penalty: 4564.794434
	Iteration 28Q: 3 clusters Score -1027705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1027705.937500 Penalty: 4564.794434
	Iteration 29Q: 3 clusters Score -1027706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1027705.937500 Penalty: 4564.794434
	Iteration 30F: 3 clusters Score -1027706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 74874 members 
Mstep: Class 20 contains 9801 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 12489 members 
Mstep: Class 26 contains 79309 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 8800 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 19266 members 
Mstep: Class 32 contains 6117 members 
Mstep: Class 33 contains 98506 members 
Mstep: Class 34 contains 33744 members 
Mstep: Class 35 contains 22187 members 
Mstep: Class 36 contains 19980 members 
Mstep: Class 37 contains 33658 members 
Mstep: Class 38 contains 28666 members 
Mstep: Class 39 contains 6907 members 
Entering Unmasked Estep 
Score: -211628800.000000 Penalty: 140130.484375
Splitting cluster 21 changes total score from -211264992.000000 to -211628800.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 64945 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 9619 members 
Mstep: Class 8 contains 156551 members 
Mstep: Class 9 contains 277259 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 14 contains 227430 members 
Mstep: Class 15 contains 76777 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 17418 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 74874 members 
Mstep: Class 20 contains 9801 members 
Mstep: Class 21 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211701152.000000 Penalty: 140130.484375
Iteration 39Q: 40 clusters Score -2.117012e+08 nChanged 95228
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 44324 members 
Mstep: Class 3 contains 51382 members 
Mstep: Class 4 contains 19534 members 
Mstep: Class 5 contains 67218 members 
Mstep: Class 6 contains 92742 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 157503 members 
Mstep: Class 9 contains 276382 members 
Mstep: Class 10 contains 29303 members 
Mstep: Class 11 contains 11117 members 
Mstep: Class 12 contains 182925 members 
Mstep: Class 13 contains 11521 members 
Mstep: Class 14 contains 215124 members 
Mstep: Class 15 contains 76681 members 
Mstep: Class 16 contains 16637 members 
Mstep: Class 17 contains 17259 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 78462 members 
Mstep: Class 20 contains 10297 members 
Mstep: Class 21 contains 3000 members 
Mstep: Class 22 contains 11184 members 
Mstep: Class 23 contains 33930 members 
Mstep: Class 24 contains 33052 members 
Mstep: Class 25 contains 10810 members 
Mstep: Class 26 contains 76098 members 
Mstep: Class 27 contains 11266 members 
Mstep: Class 28 contains 24305 members 
Mstep: Class 29 contains 8779 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 16493 members 
Mstep: Class 32 contains 6510 members 
Mstep: Class 33 contains 95284 members 
Mstep: Class 34 contains 32280 members 
Mstep: Class 35 contains 20494 members 
Mstep: Class 36 contains 18724 members 
Mstep: Class 37 contains 32721 members 
Mstep: Class 38 contains 25530 members 
Mstep: Class 39 contains 7169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211764768.000000 Penalty: 140130.484375
Iteration 40F: 40 clusters Score -2.117648e+08 nChanged 69307
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 49857 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 68553 members 
Mstep: Class 6 contains 94438 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 155872 members 
Mstep: Class 9 contains 275193 members 
Mstep: Class 10 contains 27504 members 
Mstep: Class 11 contains 11119 members 
Mstep: Class 12 contains 179841 members 
Mstep: Class 13 contains 12646 members 
Mstep: Class 14 contains 205248 members 
Mstep: Class 15 contains 75113 members 
Mstep: Class 16 contains 16077 members 
Mstep: Class 17 contains 17002 members 
Mstep: Class 18 contains 13211 members 
Mstep: Class 19 contains 79133 members 
Mstep: Class 20 contains 10076 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 11353 members 
Mstep: Class 23 contains 34019 members 
Mstep: Class 24 contains 35345 members 
Mstep: Class 25 contains 10351 members 
Mstep: Class 26 contains 77154 members 
Mstep: Class 27 contains 11137 members 
Mstep: Class 28 contains 26009 members 
Mstep: Class 29 contains 10980 members 
Mstep: Class 30 contains 10526 members 
Mstep: Class 31 contains 15846 members 
Mstep: Class 32 contains 7141 members 
Mstep: Class 33 contains 96328 members 
Mstep: Class 34 contains 32295 members 
Mstep: Class 35 contains 21072 members 
Mstep: Class 36 contains 21033 members 
Mstep: Class 37 contains 32619 members 
Mstep: Class 38 contains 24731 members 
Mstep: Class 39 contains 7581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211789712.000000 Penalty: 140130.484375
Iteration 41Q: 40 clusters Score -2.117897e+08 nChanged 43663
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 39577 members 
Mstep: Class 3 contains 48815 members 
Mstep: Class 4 contains 21187 members 
Mstep: Class 5 contains 69300 members 
Mstep: Class 6 contains 96015 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 154765 members 
Mstep: Class 9 contains 274429 members 
Mstep: Class 10 contains 26951 members 
Mstep: Class 11 contains 11220 members 
Mstep: Class 12 contains 178151 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 196569 members 
Mstep: Class 15 contains 73999 members 
Mstep: Class 16 contains 15660 members 
Mstep: Class 17 contains 17007 members 
Mstep: Class 18 contains 13660 members 
Mstep: Class 19 contains 79877 members 
Mstep: Class 20 contains 9894 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 11541 members 
Mstep: Class 23 contains 33949 members 
Mstep: Class 24 contains 36831 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 77694 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 27403 members 
Mstep: Class 29 contains 12374 members 
Mstep: Class 30 contains 11518 members 
Mstep: Class 31 contains 15516 members 
Mstep: Class 32 contains 7573 members 
Mstep: Class 33 contains 96759 members 
Mstep: Class 34 contains 32055 members 
Mstep: Class 35 contains 21253 members 
Mstep: Class 36 contains 22512 members 
Mstep: Class 37 contains 32481 members 
Mstep: Class 38 contains 23940 members 
Mstep: Class 39 contains 7702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211804032.000000 Penalty: 140130.484375
Iteration 42Q: 40 clusters Score -2.11804e+08 nChanged 34252
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 38234 members 
Mstep: Class 3 contains 48122 members 
Mstep: Class 4 contains 21556 members 
Mstep: Class 5 contains 69903 members 
Mstep: Class 6 contains 97470 members 
Mstep: Class 7 contains 12306 members 
Mstep: Class 8 contains 153791 members 
Mstep: Class 9 contains 273852 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 11269 members 
Mstep: Class 12 contains 177397 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 188354 members 
Mstep: Class 15 contains 73017 members 
Mstep: Class 16 contains 15376 members 
Mstep: Class 17 contains 17111 members 
Mstep: Class 18 contains 13918 members 
Mstep: Class 19 contains 80601 members 
Mstep: Class 20 contains 9750 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 11721 members 
Mstep: Class 23 contains 33889 members 
Mstep: Class 24 contains 37792 members 
Mstep: Class 25 contains 9272 members 
Mstep: Class 26 contains 78199 members 
Mstep: Class 27 contains 10922 members 
Mstep: Class 28 contains 28607 members 
Mstep: Class 29 contains 13326 members 
Mstep: Class 30 contains 12166 members 
Mstep: Class 31 contains 15377 members 
Mstep: Class 32 contains 7879 members 
Mstep: Class 33 contains 97152 members 
Mstep: Class 34 contains 31793 members 
Mstep: Class 35 contains 21273 members 
Mstep: Class 36 contains 23574 members 
Mstep: Class 37 contains 32417 members 
Mstep: Class 38 contains 23266 members 
Mstep: Class 39 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211814112.000000 Penalty: 140130.484375
Iteration 43Q: 40 clusters Score -2.118141e+08 nChanged 29086
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 37228 members 
Mstep: Class 3 contains 47697 members 
Mstep: Class 4 contains 21776 members 
Mstep: Class 5 contains 70332 members 
Mstep: Class 6 contains 98720 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 152832 members 
Mstep: Class 9 contains 273423 members 
Mstep: Class 10 contains 26540 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 177254 members 
Mstep: Class 13 contains 15441 members 
Mstep: Class 14 contains 180251 members 
Mstep: Class 15 contains 72212 members 
Mstep: Class 16 contains 15176 members 
Mstep: Class 17 contains 17244 members 
Mstep: Class 18 contains 14140 members 
Mstep: Class 19 contains 81388 members 
Mstep: Class 20 contains 9612 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 11830 members 
Mstep: Class 23 contains 33773 members 
Mstep: Class 24 contains 38436 members 
Mstep: Class 25 contains 8841 members 
Mstep: Class 26 contains 78712 members 
Mstep: Class 27 contains 10837 members 
Mstep: Class 28 contains 29673 members 
Mstep: Class 29 contains 14011 members 
Mstep: Class 30 contains 12640 members 
Mstep: Class 31 contains 15318 members 
Mstep: Class 32 contains 8123 members 
Mstep: Class 33 contains 97561 members 
Mstep: Class 34 contains 31543 members 
Mstep: Class 35 contains 21236 members 
Mstep: Class 36 contains 24353 members 
Mstep: Class 37 contains 32314 members 
Mstep: Class 38 contains 22706 members 
Mstep: Class 39 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211822768.000000 Penalty: 140130.484375
Iteration 44Q: 40 clusters Score -2.118228e+08 nChanged 25789
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 126539 members 
Mstep: Class 2 contains 36431 members 
Mstep: Class 3 contains 47406 members 
Mstep: Class 4 contains 21887 members 
Mstep: Class 5 contains 70704 members 
Mstep: Class 6 contains 99745 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 151948 members 
Mstep: Class 9 contains 273101 members 
Mstep: Class 10 contains 26478 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 177669 members 
Mstep: Class 13 contains 16013 members 
Mstep: Class 14 contains 172378 members 
Mstep: Class 15 contains 71352 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 82188 members 
Mstep: Class 20 contains 9494 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 11946 members 
Mstep: Class 23 contains 33624 members 
Mstep: Class 24 contains 38923 members 
Mstep: Class 25 contains 8461 members 
Mstep: Class 26 contains 79205 members 
Mstep: Class 27 contains 10756 members 
Mstep: Class 28 contains 30533 members 
Mstep: Class 29 contains 14521 members 
Mstep: Class 30 contains 12970 members 
Mstep: Class 31 contains 15306 members 
Mstep: Class 32 contains 8260 members 
Mstep: Class 33 contains 98031 members 
Mstep: Class 34 contains 31355 members 
Mstep: Class 35 contains 21166 members 
Mstep: Class 36 contains 25037 members 
Mstep: Class 37 contains 32246 members 
Mstep: Class 38 contains 22243 members 
Mstep: Class 39 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211832608.000000 Penalty: 140130.484375
Iteration 45Q: 40 clusters Score -2.118326e+08 nChanged 23780
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 35761 members 
Mstep: Class 3 contains 47157 members 
Mstep: Class 4 contains 21872 members 
Mstep: Class 5 contains 71077 members 
Mstep: Class 6 contains 100549 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 150966 members 
Mstep: Class 9 contains 272859 members 
Mstep: Class 10 contains 26413 members 
Mstep: Class 11 contains 11139 members 
Mstep: Class 12 contains 178570 members 
Mstep: Class 13 contains 16527 members 
Mstep: Class 14 contains 164743 members 
Mstep: Class 15 contains 70543 members 
Mstep: Class 16 contains 14897 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 14373 members 
Mstep: Class 19 contains 82994 members 
Mstep: Class 20 contains 9392 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 12037 members 
Mstep: Class 23 contains 33433 members 
Mstep: Class 24 contains 39222 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 79695 members 
Mstep: Class 27 contains 10710 members 
Mstep: Class 28 contains 31283 members 
Mstep: Class 29 contains 14906 members 
Mstep: Class 30 contains 13232 members 
Mstep: Class 31 contains 15370 members 
Mstep: Class 32 contains 8370 members 
Mstep: Class 33 contains 98550 members 
Mstep: Class 34 contains 31182 members 
Mstep: Class 35 contains 21147 members 
Mstep: Class 36 contains 25580 members 
Mstep: Class 37 contains 32202 members 
Mstep: Class 38 contains 21876 members 
Mstep: Class 39 contains 7879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211839984.000000 Penalty: 140130.484375
Iteration 46Q: 40 clusters Score -2.1184e+08 nChanged 21857
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 135483 members 
Mstep: Class 2 contains 35243 members 
Mstep: Class 3 contains 46868 members 
Mstep: Class 4 contains 21747 members 
Mstep: Class 5 contains 71452 members 
Mstep: Class 6 contains 101178 members 
Mstep: Class 7 contains 13410 members 
Mstep: Class 8 contains 149949 members 
Mstep: Class 9 contains 272592 members 
Mstep: Class 10 contains 26425 members 
Mstep: Class 11 contains 11033 members 
Mstep: Class 12 contains 179886 members 
Mstep: Class 13 contains 16961 members 
Mstep: Class 14 contains 157786 members 
Mstep: Class 15 contains 69684 members 
Mstep: Class 16 contains 14828 members 
Mstep: Class 17 contains 17812 members 
Mstep: Class 18 contains 14438 members 
Mstep: Class 19 contains 83947 members 
Mstep: Class 20 contains 9286 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 12117 members 
Mstep: Class 23 contains 33166 members 
Mstep: Class 24 contains 39414 members 
Mstep: Class 25 contains 7770 members 
Mstep: Class 26 contains 80148 members 
Mstep: Class 27 contains 10691 members 
Mstep: Class 28 contains 31965 members 
Mstep: Class 29 contains 15155 members 
Mstep: Class 30 contains 13421 members 
Mstep: Class 31 contains 15427 members 
Mstep: Class 32 contains 8470 members 
Mstep: Class 33 contains 99135 members 
Mstep: Class 34 contains 31006 members 
Mstep: Class 35 contains 21099 members 
Mstep: Class 36 contains 26024 members 
Mstep: Class 37 contains 32152 members 
Mstep: Class 38 contains 21561 members 
Mstep: Class 39 contains 7912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211847680.000000 Penalty: 140130.484375
Iteration 47Q: 40 clusters Score -2.118477e+08 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 34809 members 
Mstep: Class 3 contains 46572 members 
Mstep: Class 4 contains 21582 members 
Mstep: Class 5 contains 71907 members 
Mstep: Class 6 contains 101689 members 
Mstep: Class 7 contains 13572 members 
Mstep: Class 8 contains 148858 members 
Mstep: Class 9 contains 272208 members 
Mstep: Class 10 contains 26499 members 
Mstep: Class 11 contains 10895 members 
Mstep: Class 12 contains 181300 members 
Mstep: Class 13 contains 17372 members 
Mstep: Class 14 contains 151725 members 
Mstep: Class 15 contains 68791 members 
Mstep: Class 16 contains 14780 members 
Mstep: Class 17 contains 18026 members 
Mstep: Class 18 contains 14486 members 
Mstep: Class 19 contains 84965 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 12200 members 
Mstep: Class 23 contains 32935 members 
Mstep: Class 24 contains 39524 members 
Mstep: Class 25 contains 7489 members 
Mstep: Class 26 contains 80575 members 
Mstep: Class 27 contains 10692 members 
Mstep: Class 28 contains 32531 members 
Mstep: Class 29 contains 15315 members 
Mstep: Class 30 contains 13603 members 
Mstep: Class 31 contains 15507 members 
Mstep: Class 32 contains 8552 members 
Mstep: Class 33 contains 99751 members 
Mstep: Class 34 contains 30860 members 
Mstep: Class 35 contains 21088 members 
Mstep: Class 36 contains 26394 members 
Mstep: Class 37 contains 32117 members 
Mstep: Class 38 contains 21253 members 
Mstep: Class 39 contains 7940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211853296.000000 Penalty: 140130.484375
Iteration 48Q: 40 clusters Score -2.118533e+08 nChanged 18516
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 34445 members 
Mstep: Class 3 contains 46286 members 
Mstep: Class 4 contains 21484 members 
Mstep: Class 5 contains 72441 members 
Mstep: Class 6 contains 102093 members 
Mstep: Class 7 contains 13723 members 
Mstep: Class 8 contains 147789 members 
Mstep: Class 9 contains 271732 members 
Mstep: Class 10 contains 26647 members 
Mstep: Class 11 contains 10782 members 
Mstep: Class 12 contains 182682 members 
Mstep: Class 13 contains 17803 members 
Mstep: Class 14 contains 146608 members 
Mstep: Class 15 contains 67880 members 
Mstep: Class 16 contains 14738 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 14548 members 
Mstep: Class 19 contains 86016 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 12266 members 
Mstep: Class 23 contains 32713 members 
Mstep: Class 24 contains 39530 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 81005 members 
Mstep: Class 27 contains 10707 members 
Mstep: Class 28 contains 33061 members 
Mstep: Class 29 contains 15421 members 
Mstep: Class 30 contains 13754 members 
Mstep: Class 31 contains 15555 members 
Mstep: Class 32 contains 8615 members 
Mstep: Class 33 contains 100356 members 
Mstep: Class 34 contains 30765 members 
Mstep: Class 35 contains 21018 members 
Mstep: Class 36 contains 26693 members 
Mstep: Class 37 contains 32093 members 
Mstep: Class 38 contains 21052 members 
Mstep: Class 39 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211859120.000000 Penalty: 140130.484375
Iteration 49Q: 40 clusters Score -2.118591e+08 nChanged 16666
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 34144 members 
Mstep: Class 3 contains 46026 members 
Mstep: Class 4 contains 21431 members 
Mstep: Class 5 contains 73060 members 
Mstep: Class 6 contains 102389 members 
Mstep: Class 7 contains 13855 members 
Mstep: Class 8 contains 146843 members 
Mstep: Class 9 contains 271198 members 
Mstep: Class 10 contains 26799 members 
Mstep: Class 11 contains 10653 members 
Mstep: Class 12 contains 184010 members 
Mstep: Class 13 contains 18212 members 
Mstep: Class 14 contains 142312 members 
Mstep: Class 15 contains 67007 members 
Mstep: Class 16 contains 14697 members 
Mstep: Class 17 contains 18486 members 
Mstep: Class 18 contains 14580 members 
Mstep: Class 19 contains 87031 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 12322 members 
Mstep: Class 23 contains 32574 members 
Mstep: Class 24 contains 39522 members 
Mstep: Class 25 contains 7004 members 
Mstep: Class 26 contains 81397 members 
Mstep: Class 27 contains 10721 members 
Mstep: Class 28 contains 33504 members 
Mstep: Class 29 contains 15487 members 
Mstep: Class 30 contains 13935 members 
Mstep: Class 31 contains 15609 members 
Mstep: Class 32 contains 8683 members 
Mstep: Class 33 contains 100961 members 
Mstep: Class 34 contains 30656 members 
Mstep: Class 35 contains 20938 members 
Mstep: Class 36 contains 26963 members 
Mstep: Class 37 contains 32089 members 
Mstep: Class 38 contains 20902 members 
Mstep: Class 39 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211865056.000000 Penalty: 140130.484375
Iteration 50Q: 40 clusters Score -2.118651e+08 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 33925 members 
Mstep: Class 3 contains 45747 members 
Mstep: Class 4 contains 21447 members 
Mstep: Class 5 contains 73657 members 
Mstep: Class 6 contains 102695 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 146026 members 
Mstep: Class 9 contains 270591 members 
Mstep: Class 10 contains 26994 members 
Mstep: Class 11 contains 10491 members 
Mstep: Class 12 contains 185300 members 
Mstep: Class 13 contains 18612 members 
Mstep: Class 14 contains 138729 members 
Mstep: Class 15 contains 66203 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 18712 members 
Mstep: Class 18 contains 14572 members 
Mstep: Class 19 contains 87840 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12383 members 
Mstep: Class 23 contains 32482 members 
Mstep: Class 24 contains 39505 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 81727 members 
Mstep: Class 27 contains 10746 members 
Mstep: Class 28 contains 33908 members 
Mstep: Class 29 contains 15538 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 15653 members 
Mstep: Class 32 contains 8725 members 
Mstep: Class 33 contains 101533 members 
Mstep: Class 34 contains 30548 members 
Mstep: Class 35 contains 20856 members 
Mstep: Class 36 contains 27214 members 
Mstep: Class 37 contains 32071 members 
Mstep: Class 38 contains 20796 members 
Mstep: Class 39 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211870128.000000 Penalty: 140130.484375
Iteration 51Q: 40 clusters Score -2.118701e+08 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 33753 members 
Mstep: Class 3 contains 45492 members 
Mstep: Class 4 contains 21432 members 
Mstep: Class 5 contains 74227 members 
Mstep: Class 6 contains 102953 members 
Mstep: Class 7 contains 14055 members 
Mstep: Class 8 contains 145336 members 
Mstep: Class 9 contains 269988 members 
Mstep: Class 10 contains 27201 members 
Mstep: Class 11 contains 10344 members 
Mstep: Class 12 contains 186451 members 
Mstep: Class 13 contains 19035 members 
Mstep: Class 14 contains 136044 members 
Mstep: Class 15 contains 65408 members 
Mstep: Class 16 contains 14640 members 
Mstep: Class 17 contains 18955 members 
Mstep: Class 18 contains 14589 members 
Mstep: Class 19 contains 88371 members 
Mstep: Class 20 contains 8687 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 12425 members 
Mstep: Class 23 contains 32429 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 6568 members 
Mstep: Class 26 contains 81992 members 
Mstep: Class 27 contains 10784 members 
Mstep: Class 28 contains 34271 members 
Mstep: Class 29 contains 15571 members 
Mstep: Class 30 contains 14215 members 
Mstep: Class 31 contains 15667 members 
Mstep: Class 32 contains 8791 members 
Mstep: Class 33 contains 102042 members 
Mstep: Class 34 contains 30466 members 
Mstep: Class 35 contains 20747 members 
Mstep: Class 36 contains 27466 members 
Mstep: Class 37 contains 32076 members 
Mstep: Class 38 contains 20738 members 
Mstep: Class 39 contains 8128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211873696.000000 Penalty: 140130.484375
Iteration 52Q: 40 clusters Score -2.118737e+08 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 146324 members 
Mstep: Class 2 contains 33600 members 
Mstep: Class 3 contains 45260 members 
Mstep: Class 4 contains 21456 members 
Mstep: Class 5 contains 74801 members 
Mstep: Class 6 contains 103179 members 
Mstep: Class 7 contains 14116 members 
Mstep: Class 8 contains 144723 members 
Mstep: Class 9 contains 269404 members 
Mstep: Class 10 contains 27413 members 
Mstep: Class 11 contains 10214 members 
Mstep: Class 12 contains 187518 members 
Mstep: Class 13 contains 19434 members 
Mstep: Class 14 contains 133861 members 
Mstep: Class 15 contains 64601 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 19195 members 
Mstep: Class 18 contains 14628 members 
Mstep: Class 19 contains 88631 members 
Mstep: Class 20 contains 8593 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 12476 members 
Mstep: Class 23 contains 32427 members 
Mstep: Class 24 contains 39472 members 
Mstep: Class 25 contains 6346 members 
Mstep: Class 26 contains 82198 members 
Mstep: Class 27 contains 10861 members 
Mstep: Class 28 contains 34595 members 
Mstep: Class 29 contains 15599 members 
Mstep: Class 30 contains 14317 members 
Mstep: Class 31 contains 15672 members 
Mstep: Class 32 contains 8857 members 
Mstep: Class 33 contains 102530 members 
Mstep: Class 34 contains 30387 members 
Mstep: Class 35 contains 20666 members 
Mstep: Class 36 contains 27689 members 
Mstep: Class 37 contains 32109 members 
Mstep: Class 38 contains 20691 members 
Mstep: Class 39 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211875760.000000 Penalty: 140130.484375
Iteration 53Q: 40 clusters Score -2.118758e+08 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 33465 members 
Mstep: Class 3 contains 45070 members 
Mstep: Class 4 contains 21472 members 
Mstep: Class 5 contains 75268 members 
Mstep: Class 6 contains 103353 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 144192 members 
Mstep: Class 9 contains 268826 members 
Mstep: Class 10 contains 27666 members 
Mstep: Class 11 contains 10087 members 
Mstep: Class 12 contains 188480 members 
Mstep: Class 13 contains 19846 members 
Mstep: Class 14 contains 132090 members 
Mstep: Class 15 contains 63829 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 19436 members 
Mstep: Class 18 contains 14651 members 
Mstep: Class 19 contains 88805 members 
Mstep: Class 20 contains 8509 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 12519 members 
Mstep: Class 23 contains 32443 members 
Mstep: Class 24 contains 39453 members 
Mstep: Class 25 contains 6159 members 
Mstep: Class 26 contains 82364 members 
Mstep: Class 27 contains 10927 members 
Mstep: Class 28 contains 34859 members 
Mstep: Class 29 contains 15609 members 
Mstep: Class 30 contains 14397 members 
Mstep: Class 31 contains 15689 members 
Mstep: Class 32 contains 8945 members 
Mstep: Class 33 contains 102940 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 20591 members 
Mstep: Class 36 contains 27879 members 
Mstep: Class 37 contains 32163 members 
Mstep: Class 38 contains 20637 members 
Mstep: Class 39 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211878000.000000 Penalty: 140130.484375
Iteration 54Q: 40 clusters Score -2.11878e+08 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 146928 members 
Mstep: Class 2 contains 33383 members 
Mstep: Class 3 contains 44888 members 
Mstep: Class 4 contains 21468 members 
Mstep: Class 5 contains 75756 members 
Mstep: Class 6 contains 103513 members 
Mstep: Class 7 contains 14270 members 
Mstep: Class 8 contains 143762 members 
Mstep: Class 9 contains 268294 members 
Mstep: Class 10 contains 27898 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 189305 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 130591 members 
Mstep: Class 15 contains 63084 members 
Mstep: Class 16 contains 14544 members 
Mstep: Class 17 contains 19654 members 
Mstep: Class 18 contains 14644 members 
Mstep: Class 19 contains 88914 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 32457 members 
Mstep: Class 24 contains 39426 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 82471 members 
Mstep: Class 27 contains 10959 members 
Mstep: Class 28 contains 35117 members 
Mstep: Class 29 contains 15617 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 15724 members 
Mstep: Class 32 contains 9020 members 
Mstep: Class 33 contains 103324 members 
Mstep: Class 34 contains 30281 members 
Mstep: Class 35 contains 20532 members 
Mstep: Class 36 contains 28095 members 
Mstep: Class 37 contains 32216 members 
Mstep: Class 38 contains 20581 members 
Mstep: Class 39 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211879808.000000 Penalty: 140130.484375
Iteration 55Q: 40 clusters Score -2.118798e+08 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 33304 members 
Mstep: Class 3 contains 44727 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 76186 members 
Mstep: Class 6 contains 103654 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 143358 members 
Mstep: Class 9 contains 267756 members 
Mstep: Class 10 contains 28101 members 
Mstep: Class 11 contains 9832 members 
Mstep: Class 12 contains 190088 members 
Mstep: Class 13 contains 20547 members 
Mstep: Class 14 contains 129410 members 
Mstep: Class 15 contains 62402 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 19871 members 
Mstep: Class 18 contains 14652 members 
Mstep: Class 19 contains 88904 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 32467 members 
Mstep: Class 24 contains 39409 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 82519 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 35376 members 
Mstep: Class 29 contains 15625 members 
Mstep: Class 30 contains 14538 members 
Mstep: Class 31 contains 15748 members 
Mstep: Class 32 contains 9080 members 
Mstep: Class 33 contains 103680 members 
Mstep: Class 34 contains 30233 members 
Mstep: Class 35 contains 20451 members 
Mstep: Class 36 contains 28307 members 
Mstep: Class 37 contains 32277 members 
Mstep: Class 38 contains 20566 members 
Mstep: Class 39 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211881824.000000 Penalty: 140130.484375
Iteration 56Q: 40 clusters Score -2.118818e+08 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 33240 members 
Mstep: Class 3 contains 44621 members 
Mstep: Class 4 contains 21388 members 
Mstep: Class 5 contains 76557 members 
Mstep: Class 6 contains 103735 members 
Mstep: Class 7 contains 14350 members 
Mstep: Class 8 contains 143030 members 
Mstep: Class 9 contains 267271 members 
Mstep: Class 10 contains 28312 members 
Mstep: Class 11 contains 9680 members 
Mstep: Class 12 contains 190719 members 
Mstep: Class 13 contains 20822 members 
Mstep: Class 14 contains 128461 members 
Mstep: Class 15 contains 61799 members 
Mstep: Class 16 contains 14504 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 14694 members 
Mstep: Class 19 contains 88802 members 
Mstep: Class 20 contains 8336 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 32463 members 
Mstep: Class 24 contains 39376 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 82538 members 
Mstep: Class 27 contains 11050 members 
Mstep: Class 28 contains 35640 members 
Mstep: Class 29 contains 15627 members 
Mstep: Class 30 contains 14645 members 
Mstep: Class 31 contains 15769 members 
Mstep: Class 32 contains 9127 members 
Mstep: Class 33 contains 103992 members 
Mstep: Class 34 contains 30194 members 
Mstep: Class 35 contains 20331 members 
Mstep: Class 36 contains 28495 members 
Mstep: Class 37 contains 32339 members 
Mstep: Class 38 contains 20549 members 
Mstep: Class 39 contains 8420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211883680.000000 Penalty: 140130.484375
Iteration 57Q: 40 clusters Score -2.118837e+08 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 44519 members 
Mstep: Class 4 contains 21393 members 
Mstep: Class 5 contains 76923 members 
Mstep: Class 6 contains 103807 members 
Mstep: Class 7 contains 14378 members 
Mstep: Class 8 contains 142737 members 
Mstep: Class 9 contains 266820 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 191232 members 
Mstep: Class 13 contains 21085 members 
Mstep: Class 14 contains 127664 members 
Mstep: Class 15 contains 61214 members 
Mstep: Class 16 contains 14485 members 
Mstep: Class 17 contains 20293 members 
Mstep: Class 18 contains 14711 members 
Mstep: Class 19 contains 88661 members 
Mstep: Class 20 contains 8308 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 12634 members 
Mstep: Class 23 contains 32461 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 5642 members 
Mstep: Class 26 contains 82534 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 35879 members 
Mstep: Class 29 contains 15627 members 
Mstep: Class 30 contains 14737 members 
Mstep: Class 31 contains 15786 members 
Mstep: Class 32 contains 9173 members 
Mstep: Class 33 contains 104280 members 
Mstep: Class 34 contains 30156 members 
Mstep: Class 35 contains 20257 members 
Mstep: Class 36 contains 28721 members 
Mstep: Class 37 contains 32409 members 
Mstep: Class 38 contains 20532 members 
Mstep: Class 39 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211884192.000000 Penalty: 140130.484375
Iteration 58Q: 40 clusters Score -2.118842e+08 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 33169 members 
Mstep: Class 3 contains 44442 members 
Mstep: Class 4 contains 21396 members 
Mstep: Class 5 contains 77247 members 
Mstep: Class 6 contains 103889 members 
Mstep: Class 7 contains 14417 members 
Mstep: Class 8 contains 142513 members 
Mstep: Class 9 contains 266402 members 
Mstep: Class 10 contains 28613 members 
Mstep: Class 11 contains 9353 members 
Mstep: Class 12 contains 191667 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 127009 members 
Mstep: Class 15 contains 60695 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 20510 members 
Mstep: Class 18 contains 14735 members 
Mstep: Class 19 contains 88455 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12654 members 
Mstep: Class 23 contains 32455 members 
Mstep: Class 24 contains 39358 members 
Mstep: Class 25 contains 5580 members 
Mstep: Class 26 contains 82507 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 36100 members 
Mstep: Class 29 contains 15627 members 
Mstep: Class 30 contains 14831 members 
Mstep: Class 31 contains 15829 members 
Mstep: Class 32 contains 9220 members 
Mstep: Class 33 contains 104531 members 
Mstep: Class 34 contains 30108 members 
Mstep: Class 35 contains 20152 members 
Mstep: Class 36 contains 28944 members 
Mstep: Class 37 contains 32481 members 
Mstep: Class 38 contains 20511 members 
Mstep: Class 39 contains 8558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211885120.000000 Penalty: 140130.484375
Iteration 59Q: 40 clusters Score -2.118851e+08 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 33151 members 
Mstep: Class 3 contains 44379 members 
Mstep: Class 4 contains 21379 members 
Mstep: Class 5 contains 77571 members 
Mstep: Class 6 contains 103946 members 
Mstep: Class 7 contains 14454 members 
Mstep: Class 8 contains 142305 members 
Mstep: Class 9 contains 265960 members 
Mstep: Class 10 contains 28765 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 192091 members 
Mstep: Class 13 contains 21489 members 
Mstep: Class 14 contains 126472 members 
Mstep: Class 15 contains 60217 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 20685 members 
Mstep: Class 18 contains 14767 members 
Mstep: Class 19 contains 88293 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12675 members 
Mstep: Class 23 contains 32453 members 
Mstep: Class 24 contains 39393 members 
Mstep: Class 25 contains 5546 members 
Mstep: Class 26 contains 82462 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 36285 members 
Mstep: Class 29 contains 15627 members 
Mstep: Class 30 contains 14921 members 
Mstep: Class 31 contains 15855 members 
Mstep: Class 32 contains 9268 members 
Mstep: Class 33 contains 104724 members 
Mstep: Class 34 contains 30067 members 
Mstep: Class 35 contains 20070 members 
Mstep: Class 36 contains 29167 members 
Mstep: Class 37 contains 32556 members 
Mstep: Class 38 contains 20490 members 
Mstep: Class 39 contains 8616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211886368.000000 Penalty: 140130.484375
Iteration 60F: 40 clusters Score -2.118864e+08 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 33136 members 
Mstep: Class 3 contains 44315 members 
Mstep: Class 4 contains 21364 members 
Mstep: Class 5 contains 77867 members 
Mstep: Class 6 contains 104001 members 
Mstep: Class 7 contains 14494 members 
Mstep: Class 8 contains 142112 members 
Mstep: Class 9 contains 265576 members 
Mstep: Class 10 contains 28855 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 192464 members 
Mstep: Class 13 contains 21642 members 
Mstep: Class 14 contains 126004 members 
Mstep: Class 15 contains 59785 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 20848 members 
Mstep: Class 18 contains 14831 members 
Mstep: Class 19 contains 88115 members 
Mstep: Class 20 contains 8228 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12679 members 
Mstep: Class 23 contains 32446 members 
Mstep: Class 24 contains 39408 members 
Mstep: Class 25 contains 5528 members 
Mstep: Class 26 contains 82430 members 
Mstep: Class 27 contains 11067 members 
Mstep: Class 28 contains 36450 members 
Mstep: Class 29 contains 15699 members 
Mstep: Class 30 contains 14976 members 
Mstep: Class 31 contains 15844 members 
Mstep: Class 32 contains 9295 members 
Mstep: Class 33 contains 104874 members 
Mstep: Class 34 contains 30042 members 
Mstep: Class 35 contains 20014 members 
Mstep: Class 36 contains 29384 members 
Mstep: Class 37 contains 32642 members 
Mstep: Class 38 contains 20490 members 
Mstep: Class 39 contains 8662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211887024.000000 Penalty: 140130.484375
Iteration 61Q: 40 clusters Score -2.11887e+08 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 33094 members 
Mstep: Class 3 contains 44242 members 
Mstep: Class 4 contains 21374 members 
Mstep: Class 5 contains 78140 members 
Mstep: Class 6 contains 104069 members 
Mstep: Class 7 contains 14539 members 
Mstep: Class 8 contains 141936 members 
Mstep: Class 9 contains 265184 members 
Mstep: Class 10 contains 28921 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 192806 members 
Mstep: Class 13 contains 21796 members 
Mstep: Class 14 contains 125596 members 
Mstep: Class 15 contains 59395 members 
Mstep: Class 16 contains 14403 members 
Mstep: Class 17 contains 21032 members 
Mstep: Class 18 contains 14896 members 
Mstep: Class 19 contains 87904 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 32450 members 
Mstep: Class 24 contains 39456 members 
Mstep: Class 25 contains 5512 members 
Mstep: Class 26 contains 82387 members 
Mstep: Class 27 contains 11050 members 
Mstep: Class 28 contains 36596 members 
Mstep: Class 29 contains 15742 members 
Mstep: Class 30 contains 15037 members 
Mstep: Class 31 contains 15851 members 
Mstep: Class 32 contains 9344 members 
Mstep: Class 33 contains 105002 members 
Mstep: Class 34 contains 30014 members 
Mstep: Class 35 contains 19923 members 
Mstep: Class 36 contains 29575 members 
Mstep: Class 37 contains 32750 members 
Mstep: Class 38 contains 20472 members 
Mstep: Class 39 contains 8699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211888096.000000 Penalty: 140130.484375
Iteration 62Q: 40 clusters Score -2.118881e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 33085 members 
Mstep: Class 3 contains 44165 members 
Mstep: Class 4 contains 21365 members 
Mstep: Class 5 contains 78451 members 
Mstep: Class 6 contains 104166 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 141792 members 
Mstep: Class 9 contains 264853 members 
Mstep: Class 10 contains 28962 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 193120 members 
Mstep: Class 13 contains 21949 members 
Mstep: Class 14 contains 125229 members 
Mstep: Class 15 contains 58995 members 
Mstep: Class 16 contains 14387 members 
Mstep: Class 17 contains 21212 members 
Mstep: Class 18 contains 14955 members 
Mstep: Class 19 contains 87650 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 12687 members 
Mstep: Class 23 contains 32456 members 
Mstep: Class 24 contains 39482 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 82299 members 
Mstep: Class 27 contains 11037 members 
Mstep: Class 28 contains 36736 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 15098 members 
Mstep: Class 31 contains 15837 members 
Mstep: Class 32 contains 9392 members 
Mstep: Class 33 contains 105118 members 
Mstep: Class 34 contains 29977 members 
Mstep: Class 35 contains 19819 members 
Mstep: Class 36 contains 29766 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 20451 members 
Mstep: Class 39 contains 8735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211887728.000000 Penalty: 140130.484375
Iteration 63Q: 40 clusters Score -2.118877e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147833 members 
Mstep: Class 2 contains 33085 members 
Mstep: Class 3 contains 44090 members 
Mstep: Class 4 contains 21369 members 
Mstep: Class 5 contains 78731 members 
Mstep: Class 6 contains 104271 members 
Mstep: Class 7 contains 14670 members 
Mstep: Class 8 contains 141687 members 
Mstep: Class 9 contains 264513 members 
Mstep: Class 10 contains 29029 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 193415 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 124921 members 
Mstep: Class 15 contains 58643 members 
Mstep: Class 16 contains 14374 members 
Mstep: Class 17 contains 21355 members 
Mstep: Class 18 contains 14994 members 
Mstep: Class 19 contains 87376 members 
Mstep: Class 20 contains 8145 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 12694 members 
Mstep: Class 23 contains 32468 members 
Mstep: Class 24 contains 39531 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 82229 members 
Mstep: Class 27 contains 10984 members 
Mstep: Class 28 contains 36848 members 
Mstep: Class 29 contains 15779 members 
Mstep: Class 30 contains 15148 members 
Mstep: Class 31 contains 15832 members 
Mstep: Class 32 contains 9425 members 
Mstep: Class 33 contains 105216 members 
Mstep: Class 34 contains 29937 members 
Mstep: Class 35 contains 19714 members 
Mstep: Class 36 contains 29994 members 
Mstep: Class 37 contains 32990 members 
Mstep: Class 38 contains 20419 members 
Mstep: Class 39 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211889008.000000 Penalty: 140130.484375
Iteration 64Q: 40 clusters Score -2.11889e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147896 members 
Mstep: Class 2 contains 33085 members 
Mstep: Class 3 contains 44032 members 
Mstep: Class 4 contains 21389 members 
Mstep: Class 5 contains 78951 members 
Mstep: Class 6 contains 104360 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 141611 members 
Mstep: Class 9 contains 264216 members 
Mstep: Class 10 contains 29094 members 
Mstep: Class 11 contains 8470 members 
Mstep: Class 12 contains 193626 members 
Mstep: Class 13 contains 22186 members 
Mstep: Class 14 contains 124644 members 
Mstep: Class 15 contains 58336 members 
Mstep: Class 16 contains 14363 members 
Mstep: Class 17 contains 21497 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 87111 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12704 members 
Mstep: Class 23 contains 32472 members 
Mstep: Class 24 contains 39586 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 82146 members 
Mstep: Class 27 contains 10929 members 
Mstep: Class 28 contains 36949 members 
Mstep: Class 29 contains 15794 members 
Mstep: Class 30 contains 15198 members 
Mstep: Class 31 contains 15810 members 
Mstep: Class 32 contains 9458 members 
Mstep: Class 33 contains 105271 members 
Mstep: Class 34 contains 29903 members 
Mstep: Class 35 contains 19612 members 
Mstep: Class 36 contains 30211 members 
Mstep: Class 37 contains 33128 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211889584.000000 Penalty: 140130.484375
Iteration 65Q: 40 clusters Score -2.118896e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 33096 members 
Mstep: Class 3 contains 43989 members 
Mstep: Class 4 contains 21395 members 
Mstep: Class 5 contains 79181 members 
Mstep: Class 6 contains 104464 members 
Mstep: Class 7 contains 14791 members 
Mstep: Class 8 contains 141544 members 
Mstep: Class 9 contains 263938 members 
Mstep: Class 10 contains 29152 members 
Mstep: Class 11 contains 8345 members 
Mstep: Class 12 contains 193859 members 
Mstep: Class 13 contains 22283 members 
Mstep: Class 14 contains 124381 members 
Mstep: Class 15 contains 58019 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 21636 members 
Mstep: Class 18 contains 15063 members 
Mstep: Class 19 contains 86852 members 
Mstep: Class 20 contains 8126 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12708 members 
Mstep: Class 23 contains 32466 members 
Mstep: Class 24 contains 39624 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 82049 members 
Mstep: Class 27 contains 10885 members 
Mstep: Class 28 contains 37055 members 
Mstep: Class 29 contains 15801 members 
Mstep: Class 30 contains 15230 members 
Mstep: Class 31 contains 15809 members 
Mstep: Class 32 contains 9481 members 
Mstep: Class 33 contains 105286 members 
Mstep: Class 34 contains 29876 members 
Mstep: Class 35 contains 19486 members 
Mstep: Class 36 contains 30455 members 
Mstep: Class 37 contains 33294 members 
Mstep: Class 38 contains 20403 members 
Mstep: Class 39 contains 8826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211890224.000000 Penalty: 140130.484375
Iteration 66Q: 40 clusters Score -2.118902e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 33106 members 
Mstep: Class 3 contains 43954 members 
Mstep: Class 4 contains 21418 members 
Mstep: Class 5 contains 79415 members 
Mstep: Class 6 contains 104582 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 141466 members 
Mstep: Class 9 contains 263671 members 
Mstep: Class 10 contains 29179 members 
Mstep: Class 11 contains 8223 members 
Mstep: Class 12 contains 194071 members 
Mstep: Class 13 contains 22367 members 
Mstep: Class 14 contains 124167 members 
Mstep: Class 15 contains 57705 members 
Mstep: Class 16 contains 14355 members 
Mstep: Class 17 contains 21765 members 
Mstep: Class 18 contains 15036 members 
Mstep: Class 19 contains 86535 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 32460 members 
Mstep: Class 24 contains 39700 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 81935 members 
Mstep: Class 27 contains 10824 members 
Mstep: Class 28 contains 37134 members 
Mstep: Class 29 contains 15805 members 
Mstep: Class 30 contains 15276 members 
Mstep: Class 31 contains 15825 members 
Mstep: Class 32 contains 9512 members 
Mstep: Class 33 contains 105332 members 
Mstep: Class 34 contains 29845 members 
Mstep: Class 35 contains 19376 members 
Mstep: Class 36 contains 30700 members 
Mstep: Class 37 contains 33476 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 8845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211890784.000000 Penalty: 140130.484375
Iteration 67Q: 40 clusters Score -2.118908e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 33126 members 
Mstep: Class 3 contains 43911 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 79654 members 
Mstep: Class 6 contains 104689 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 141403 members 
Mstep: Class 9 contains 263451 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 8107 members 
Mstep: Class 12 contains 194215 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 123968 members 
Mstep: Class 15 contains 57389 members 
Mstep: Class 16 contains 14351 members 
Mstep: Class 17 contains 21887 members 
Mstep: Class 18 contains 15025 members 
Mstep: Class 19 contains 86200 members 
Mstep: Class 20 contains 8103 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12713 members 
Mstep: Class 23 contains 32464 members 
Mstep: Class 24 contains 39772 members 
Mstep: Class 25 contains 5473 members 
Mstep: Class 26 contains 81831 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 37209 members 
Mstep: Class 29 contains 15818 members 
Mstep: Class 30 contains 15325 members 
Mstep: Class 31 contains 15821 members 
Mstep: Class 32 contains 9550 members 
Mstep: Class 33 contains 105355 members 
Mstep: Class 34 contains 29796 members 
Mstep: Class 35 contains 19258 members 
Mstep: Class 36 contains 30979 members 
Mstep: Class 37 contains 33683 members 
Mstep: Class 38 contains 20381 members 
Mstep: Class 39 contains 8865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211891488.000000 Penalty: 140130.484375
Iteration 68Q: 40 clusters Score -2.118915e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 33141 members 
Mstep: Class 3 contains 43879 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 79885 members 
Mstep: Class 6 contains 104792 members 
Mstep: Class 7 contains 14981 members 
Mstep: Class 8 contains 141335 members 
Mstep: Class 9 contains 263262 members 
Mstep: Class 10 contains 29152 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 194408 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 123797 members 
Mstep: Class 15 contains 57084 members 
Mstep: Class 16 contains 14348 members 
Mstep: Class 17 contains 22019 members 
Mstep: Class 18 contains 15004 members 
Mstep: Class 19 contains 85825 members 
Mstep: Class 20 contains 8088 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 32464 members 
Mstep: Class 24 contains 39863 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 81727 members 
Mstep: Class 27 contains 10751 members 
Mstep: Class 28 contains 37279 members 
Mstep: Class 29 contains 15825 members 
Mstep: Class 30 contains 15379 members 
Mstep: Class 31 contains 15834 members 
Mstep: Class 32 contains 9598 members 
Mstep: Class 33 contains 105352 members 
Mstep: Class 34 contains 29753 members 
Mstep: Class 35 contains 19136 members 
Mstep: Class 36 contains 31252 members 
Mstep: Class 37 contains 33908 members 
Mstep: Class 38 contains 20364 members 
Mstep: Class 39 contains 8891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211891456.000000 Penalty: 140130.484375
Iteration 69Q: 40 clusters Score -2.118915e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 33162 members 
Mstep: Class 3 contains 43855 members 
Mstep: Class 4 contains 21483 members 
Mstep: Class 5 contains 80086 members 
Mstep: Class 6 contains 104904 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 141285 members 
Mstep: Class 9 contains 263099 members 
Mstep: Class 10 contains 29139 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 194581 members 
Mstep: Class 13 contains 22597 members 
Mstep: Class 14 contains 123643 members 
Mstep: Class 15 contains 56812 members 
Mstep: Class 16 contains 14340 members 
Mstep: Class 17 contains 22152 members 
Mstep: Class 18 contains 14986 members 
Mstep: Class 19 contains 85394 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 32460 members 
Mstep: Class 24 contains 39924 members 
Mstep: Class 25 contains 5462 members 
Mstep: Class 26 contains 81634 members 
Mstep: Class 27 contains 10704 members 
Mstep: Class 28 contains 37336 members 
Mstep: Class 29 contains 15820 members 
Mstep: Class 30 contains 15428 members 
Mstep: Class 31 contains 15846 members 
Mstep: Class 32 contains 9644 members 
Mstep: Class 33 contains 105347 members 
Mstep: Class 34 contains 29718 members 
Mstep: Class 35 contains 18996 members 
Mstep: Class 36 contains 31525 members 
Mstep: Class 37 contains 34144 members 
Mstep: Class 38 contains 20356 members 
Mstep: Class 39 contains 8903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211892192.000000 Penalty: 140130.484375
Iteration 70Q: 40 clusters Score -2.118922e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148215 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 43841 members 
Mstep: Class 4 contains 21506 members 
Mstep: Class 5 contains 80256 members 
Mstep: Class 6 contains 104984 members 
Mstep: Class 7 contains 15091 members 
Mstep: Class 8 contains 141230 members 
Mstep: Class 9 contains 262929 members 
Mstep: Class 10 contains 29095 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 194752 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 123504 members 
Mstep: Class 15 contains 56572 members 
Mstep: Class 16 contains 14330 members 
Mstep: Class 17 contains 22271 members 
Mstep: Class 18 contains 14955 members 
Mstep: Class 19 contains 85015 members 
Mstep: Class 20 contains 8065 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 12722 members 
Mstep: Class 23 contains 32460 members 
Mstep: Class 24 contains 40019 members 
Mstep: Class 25 contains 5465 members 
Mstep: Class 26 contains 81549 members 
Mstep: Class 27 contains 10649 members 
Mstep: Class 28 contains 37392 members 
Mstep: Class 29 contains 15823 members 
Mstep: Class 30 contains 15465 members 
Mstep: Class 31 contains 15866 members 
Mstep: Class 32 contains 9688 members 
Mstep: Class 33 contains 105323 members 
Mstep: Class 34 contains 29688 members 
Mstep: Class 35 contains 18867 members 
Mstep: Class 36 contains 31779 members 
Mstep: Class 37 contains 34373 members 
Mstep: Class 38 contains 20344 members 
Mstep: Class 39 contains 8906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211892480.000000 Penalty: 140130.484375
Iteration 71Q: 40 clusters Score -2.118925e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 33209 members 
Mstep: Class 3 contains 43828 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 80424 members 
Mstep: Class 6 contains 105063 members 
Mstep: Class 7 contains 15126 members 
Mstep: Class 8 contains 141185 members 
Mstep: Class 9 contains 262757 members 
Mstep: Class 10 contains 29034 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 194923 members 
Mstep: Class 13 contains 22682 members 
Mstep: Class 14 contains 123363 members 
Mstep: Class 15 contains 56326 members 
Mstep: Class 16 contains 14322 members 
Mstep: Class 17 contains 22378 members 
Mstep: Class 18 contains 14936 members 
Mstep: Class 19 contains 84642 members 
Mstep: Class 20 contains 8057 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 32459 members 
Mstep: Class 24 contains 40122 members 
Mstep: Class 25 contains 5463 members 
Mstep: Class 26 contains 81475 members 
Mstep: Class 27 contains 10602 members 
Mstep: Class 28 contains 37438 members 
Mstep: Class 29 contains 15820 members 
Mstep: Class 30 contains 15495 members 
Mstep: Class 31 contains 15877 members 
Mstep: Class 32 contains 9726 members 
Mstep: Class 33 contains 105294 members 
Mstep: Class 34 contains 29668 members 
Mstep: Class 35 contains 18740 members 
Mstep: Class 36 contains 32054 members 
Mstep: Class 37 contains 34619 members 
Mstep: Class 38 contains 20341 members 
Mstep: Class 39 contains 8912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211893280.000000 Penalty: 140130.484375
Iteration 72Q: 40 clusters Score -2.118933e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148334 members 
Mstep: Class 2 contains 33223 members 
Mstep: Class 3 contains 43818 members 
Mstep: Class 4 contains 21541 members 
Mstep: Class 5 contains 80609 members 
Mstep: Class 6 contains 105141 members 
Mstep: Class 7 contains 15154 members 
Mstep: Class 8 contains 141144 members 
Mstep: Class 9 contains 262584 members 
Mstep: Class 10 contains 28964 members 
Mstep: Class 11 contains 7709 members 
Mstep: Class 12 contains 195111 members 
Mstep: Class 13 contains 22723 members 
Mstep: Class 14 contains 123217 members 
Mstep: Class 15 contains 56122 members 
Mstep: Class 16 contains 14314 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 14919 members 
Mstep: Class 19 contains 84278 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 12735 members 
Mstep: Class 23 contains 32459 members 
Mstep: Class 24 contains 40199 members 
Mstep: Class 25 contains 5466 members 
Mstep: Class 26 contains 81382 members 
Mstep: Class 27 contains 10548 members 
Mstep: Class 28 contains 37476 members 
Mstep: Class 29 contains 15817 members 
Mstep: Class 30 contains 15520 members 
Mstep: Class 31 contains 15889 members 
Mstep: Class 32 contains 9752 members 
Mstep: Class 33 contains 105267 members 
Mstep: Class 34 contains 29648 members 
Mstep: Class 35 contains 18625 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 34830 members 
Mstep: Class 38 contains 20335 members 
Mstep: Class 39 contains 8912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211893520.000000 Penalty: 140130.484375
Iteration 73Q: 40 clusters Score -2.118935e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 33218 members 
Mstep: Class 3 contains 43814 members 
Mstep: Class 4 contains 21566 members 
Mstep: Class 5 contains 80760 members 
Mstep: Class 6 contains 105227 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 141135 members 
Mstep: Class 9 contains 262437 members 
Mstep: Class 10 contains 28901 members 
Mstep: Class 11 contains 7664 members 
Mstep: Class 12 contains 195255 members 
Mstep: Class 13 contains 22760 members 
Mstep: Class 14 contains 123072 members 
Mstep: Class 15 contains 55933 members 
Mstep: Class 16 contains 14311 members 
Mstep: Class 17 contains 22602 members 
Mstep: Class 18 contains 14894 members 
Mstep: Class 19 contains 83919 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 12738 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40341 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 81297 members 
Mstep: Class 27 contains 10500 members 
Mstep: Class 28 contains 37503 members 
Mstep: Class 29 contains 15819 members 
Mstep: Class 30 contains 15531 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9786 members 
Mstep: Class 33 contains 105235 members 
Mstep: Class 34 contains 29629 members 
Mstep: Class 35 contains 18490 members 
Mstep: Class 36 contains 32604 members 
Mstep: Class 37 contains 35063 members 
Mstep: Class 38 contains 20328 members 
Mstep: Class 39 contains 8915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211894128.000000 Penalty: 140130.484375
Iteration 74Q: 40 clusters Score -2.118941e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 33224 members 
Mstep: Class 3 contains 43803 members 
Mstep: Class 4 contains 21592 members 
Mstep: Class 5 contains 80910 members 
Mstep: Class 6 contains 105316 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 141115 members 
Mstep: Class 9 contains 262282 members 
Mstep: Class 10 contains 28862 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 195412 members 
Mstep: Class 13 contains 22797 members 
Mstep: Class 14 contains 122943 members 
Mstep: Class 15 contains 55746 members 
Mstep: Class 16 contains 14312 members 
Mstep: Class 17 contains 22698 members 
Mstep: Class 18 contains 14889 members 
Mstep: Class 19 contains 83558 members 
Mstep: Class 20 contains 8034 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 32456 members 
Mstep: Class 24 contains 40435 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 81200 members 
Mstep: Class 27 contains 10449 members 
Mstep: Class 28 contains 37533 members 
Mstep: Class 29 contains 15819 members 
Mstep: Class 30 contains 15551 members 
Mstep: Class 31 contains 15894 members 
Mstep: Class 32 contains 9807 members 
Mstep: Class 33 contains 105225 members 
Mstep: Class 34 contains 29605 members 
Mstep: Class 35 contains 18356 members 
Mstep: Class 36 contains 32841 members 
Mstep: Class 37 contains 35299 members 
Mstep: Class 38 contains 20320 members 
Mstep: Class 39 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211894864.000000 Penalty: 140130.484375
Iteration 75Q: 40 clusters Score -2.118949e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 33229 members 
Mstep: Class 3 contains 43795 members 
Mstep: Class 4 contains 21612 members 
Mstep: Class 5 contains 81060 members 
Mstep: Class 6 contains 105397 members 
Mstep: Class 7 contains 15218 members 
Mstep: Class 8 contains 141104 members 
Mstep: Class 9 contains 262148 members 
Mstep: Class 10 contains 28795 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 195557 members 
Mstep: Class 13 contains 22831 members 
Mstep: Class 14 contains 122824 members 
Mstep: Class 15 contains 55586 members 
Mstep: Class 16 contains 14315 members 
Mstep: Class 17 contains 22785 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 83191 members 
Mstep: Class 20 contains 8031 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 12749 members 
Mstep: Class 23 contains 32456 members 
Mstep: Class 24 contains 40519 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 81127 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 37580 members 
Mstep: Class 29 contains 15818 members 
Mstep: Class 30 contains 15553 members 
Mstep: Class 31 contains 15900 members 
Mstep: Class 32 contains 9823 members 
Mstep: Class 33 contains 105218 members 
Mstep: Class 34 contains 29589 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 33083 members 
Mstep: Class 37 contains 35542 members 
Mstep: Class 38 contains 20307 members 
Mstep: Class 39 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211895312.000000 Penalty: 140130.484375
Iteration 76Q: 40 clusters Score -2.118953e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 33250 members 
Mstep: Class 3 contains 43783 members 
Mstep: Class 4 contains 21641 members 
Mstep: Class 5 contains 81206 members 
Mstep: Class 6 contains 105466 members 
Mstep: Class 7 contains 15238 members 
Mstep: Class 8 contains 141093 members 
Mstep: Class 9 contains 262013 members 
Mstep: Class 10 contains 28709 members 
Mstep: Class 11 contains 7568 members 
Mstep: Class 12 contains 195721 members 
Mstep: Class 13 contains 22873 members 
Mstep: Class 14 contains 122717 members 
Mstep: Class 15 contains 55415 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 14842 members 
Mstep: Class 19 contains 82809 members 
Mstep: Class 20 contains 8025 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12741 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40587 members 
Mstep: Class 25 contains 5473 members 
Mstep: Class 26 contains 81100 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 37610 members 
Mstep: Class 29 contains 15823 members 
Mstep: Class 30 contains 15559 members 
Mstep: Class 31 contains 15893 members 
Mstep: Class 32 contains 9849 members 
Mstep: Class 33 contains 105214 members 
Mstep: Class 34 contains 29582 members 
Mstep: Class 35 contains 18066 members 
Mstep: Class 36 contains 33328 members 
Mstep: Class 37 contains 35787 members 
Mstep: Class 38 contains 20297 members 
Mstep: Class 39 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211894960.000000 Penalty: 140130.484375
Iteration 77Q: 40 clusters Score -2.11895e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148491 members 
Mstep: Class 2 contains 33276 members 
Mstep: Class 3 contains 43777 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 81324 members 
Mstep: Class 6 contains 105535 members 
Mstep: Class 7 contains 15255 members 
Mstep: Class 8 contains 141083 members 
Mstep: Class 9 contains 261896 members 
Mstep: Class 10 contains 28611 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 195854 members 
Mstep: Class 13 contains 22909 members 
Mstep: Class 14 contains 122629 members 
Mstep: Class 15 contains 55276 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 22973 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 82440 members 
Mstep: Class 20 contains 8018 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12748 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40652 members 
Mstep: Class 25 contains 5473 members 
Mstep: Class 26 contains 81039 members 
Mstep: Class 27 contains 10308 members 
Mstep: Class 28 contains 37633 members 
Mstep: Class 29 contains 15828 members 
Mstep: Class 30 contains 15557 members 
Mstep: Class 31 contains 15882 members 
Mstep: Class 32 contains 9871 members 
Mstep: Class 33 contains 105190 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17914 members 
Mstep: Class 36 contains 33603 members 
Mstep: Class 37 contains 36033 members 
Mstep: Class 38 contains 20297 members 
Mstep: Class 39 contains 8894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -211895648.000000 Penalty: 140130.484375
Iteration 78Q: 40 clusters Score -2.118956e+08 nChanged 2471
Entering ConstructFrom: 
Score: -211895648.000000 Penalty: 140130.484375
Entering ConstructFrom: 
Trying to split cluster 1 (148537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148537 members 
Entering Unmasked Estep 
Score: -17119378.000000 Penalty: 2953.330078
	Iteration 0F: 2 clusters Score -1.711938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -17019948.000000 Penalty: 5906.660156
	Iteration 0F: 3 clusters Score -1.701995e+07 nChanged 70902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -17060624.000000 Penalty: 5906.660156
	Iteration 1F: 3 clusters Score -1.706062e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -17061330.000000 Penalty: 5906.660156
	Iteration 2Q: 3 clusters Score -1.706133e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -17062210.000000 Penalty: 5906.660156
	Iteration 3Q: 3 clusters Score -1.706221e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -17063028.000000 Penalty: 5906.660156
	Iteration 4Q: 3 clusters Score -1.706303e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -17064358.000000 Penalty: 5906.660156
	Iteration 5Q: 3 clusters Score -1.706436e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -17065834.000000 Penalty: 5906.660156
	Iteration 6Q: 3 clusters Score -1.706583e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -17067946.000000 Penalty: 5906.660156
	Iteration 7Q: 3 clusters Score -1.706795e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -17070772.000000 Penalty: 5906.660156
	Iteration 8Q: 3 clusters Score -1.707077e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -17074824.000000 Penalty: 5906.660156
	Iteration 9F: 3 clusters Score -1.707482e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -17079786.000000 Penalty: 5906.660156
	Iteration 10F: 3 clusters Score -1.707979e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -17085028.000000 Penalty: 5906.660156
	Iteration 11F: 3 clusters Score -1.708503e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -17089766.000000 Penalty: 5906.660156
	Iteration 12F: 3 clusters Score -1.708977e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -17093700.000000 Penalty: 5906.660156
	Iteration 13Q: 3 clusters Score -1.70937e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -17096808.000000 Penalty: 5906.660156
	Iteration 14Q: 3 clusters Score -1.709681e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -17099570.000000 Penalty: 5906.660156
	Iteration 15Q: 3 clusters Score -1.709957e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
Score: -17101882.000000 Penalty: 5906.660156
	Iteration 16Q: 3 clusters Score -1.710188e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -17104192.000000 Penalty: 5906.660156
	Iteration 17Q: 3 clusters Score -1.710419e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -17106482.000000 Penalty: 5906.660156
	Iteration 18Q: 3 clusters Score -1.710648e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -17108926.000000 Penalty: 5906.660156
	Iteration 19Q: 3 clusters Score -1.710893e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -17111024.000000 Penalty: 5906.660156
	Iteration 20F: 3 clusters Score -1.711102e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 133801 members 
Entering Unmasked Estep 
Score: -17112552.000000 Penalty: 5906.660156
	Iteration 21Q: 3 clusters Score -1.711255e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 135799 members 
Entering Unmasked Estep 
Score: -17113662.000000 Penalty: 5906.660156
	Iteration 22Q: 3 clusters Score -1.711366e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 137352 members 
Entering Unmasked Estep 
Score: -17114366.000000 Penalty: 5906.660156
	Iteration 23Q: 3 clusters Score -1.711437e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -17114854.000000 Penalty: 5906.660156
	Iteration 24Q: 3 clusters Score -1.711485e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -17115276.000000 Penalty: 5906.660156
	Iteration 25Q: 3 clusters Score -1.711528e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -17115530.000000 Penalty: 5906.660156
	Iteration 26Q: 3 clusters Score -1.711553e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 141376 members 
Entering Unmasked Estep 
Score: -17115746.000000 Penalty: 5906.660156
	Iteration 27Q: 3 clusters Score -1.711575e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 142057 members 
Entering Unmasked Estep 
Score: -17115958.000000 Penalty: 5906.660156
	Iteration 28Q: 3 clusters Score -1.711596e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 142639 members 
Entering Unmasked Estep 
Score: -17116174.000000 Penalty: 5906.660156
	Iteration 29Q: 3 clusters Score -1.711617e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -17116316.000000 Penalty: 5906.660156
	Iteration 30Q: 3 clusters Score -1.711632e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 143549 members 
Entering Unmasked Estep 
Score: -17116436.000000 Penalty: 5906.660156
	Iteration 31Q: 3 clusters Score -1.711644e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 143875 members 
Entering Unmasked Estep 
Score: -17116546.000000 Penalty: 5906.660156
	Iteration 32Q: 3 clusters Score -1.711655e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 144156 members 
Entering Unmasked Estep 
Score: -17116624.000000 Penalty: 5906.660156
	Iteration 33Q: 3 clusters Score -1.711662e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 144407 members 
Entering Unmasked Estep 
Score: -17116662.000000 Penalty: 5906.660156
	Iteration 34Q: 3 clusters Score -1.711666e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 144625 members 
Entering Unmasked Estep 
Score: -17116778.000000 Penalty: 5906.660156
	Iteration 35Q: 3 clusters Score -1.711678e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -17116826.000000 Penalty: 5906.660156
	Iteration 36Q: 3 clusters Score -1.711683e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -17116854.000000 Penalty: 5906.660156
	Iteration 37Q: 3 clusters Score -1.711685e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -17116870.000000 Penalty: 5906.660156
	Iteration 38Q: 3 clusters Score -1.711687e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 145168 members 
Entering Unmasked Estep 
Score: -17116896.000000 Penalty: 5906.660156
	Iteration 39Q: 3 clusters Score -1.71169e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -17116920.000000 Penalty: 5906.660156
	Iteration 40F: 3 clusters Score -1.711692e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -17116952.000000 Penalty: 5906.660156
	Iteration 41Q: 3 clusters Score -1.711695e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -17116980.000000 Penalty: 5906.660156
	Iteration 42Q: 3 clusters Score -1.711698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 145515 members 
Entering Unmasked Estep 
Score: -17117022.000000 Penalty: 5906.660156
	Iteration 43Q: 3 clusters Score -1.711702e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 145592 members 
Entering Unmasked Estep 
Score: -17117060.000000 Penalty: 5906.660156
	Iteration 44Q: 3 clusters Score -1.711706e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -17117064.000000 Penalty: 5906.660156
	Iteration 45Q: 3 clusters Score -1.711706e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -17117074.000000 Penalty: 5906.660156
	Iteration 46Q: 3 clusters Score -1.711707e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -17117092.000000 Penalty: 5906.660156
	Iteration 47Q: 3 clusters Score -1.711709e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -17117110.000000 Penalty: 5906.660156
	Iteration 48Q: 3 clusters Score -1.711711e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -17117120.000000 Penalty: 5906.660156
	Iteration 49Q: 3 clusters Score -1.711712e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 145946 members 
Entering Unmasked Estep 
Score: -17117146.000000 Penalty: 5906.660156
	Iteration 50Q: 3 clusters Score -1.711715e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -17117168.000000 Penalty: 5906.660156
	Iteration 51Q: 3 clusters Score -1.711717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -17117194.000000 Penalty: 5906.660156
	Iteration 52Q: 3 clusters Score -1.711719e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -17117204.000000 Penalty: 5906.660156
	Iteration 53Q: 3 clusters Score -1.71172e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 146124 members 
Entering Unmasked Estep 
Score: -17117222.000000 Penalty: 5906.660156
	Iteration 54Q: 3 clusters Score -1.711722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 146158 members 
Entering Unmasked Estep 
Score: -17117226.000000 Penalty: 5906.660156
	Iteration 55Q: 3 clusters Score -1.711723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 146189 members 
Entering Unmasked Estep 
Score: -17117244.000000 Penalty: 5906.660156
	Iteration 56Q: 3 clusters Score -1.711724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 146213 members 
Entering Unmasked Estep 
Score: -17117262.000000 Penalty: 5906.660156
	Iteration 57Q: 3 clusters Score -1.711726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 146240 members 
Entering Unmasked Estep 
Score: -17117266.000000 Penalty: 5906.660156
	Iteration 58Q: 3 clusters Score -1.711727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 146258 members 
Entering Unmasked Estep 
Score: -17117276.000000 Penalty: 5906.660156
	Iteration 59Q: 3 clusters Score -1.711728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -17117272.000000 Penalty: 5906.660156
	Iteration 60F: 3 clusters Score -1.711727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -17117266.000000 Penalty: 5906.660156
	Iteration 61Q: 3 clusters Score -1.711727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 146298 members 
Entering Unmasked Estep 
Score: -17117248.000000 Penalty: 5906.660156
	Iteration 62Q: 3 clusters Score -1.711725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -17117276.000000 Penalty: 5906.660156
	Iteration 63Q: 3 clusters Score -1.711728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 146329 members 
Entering Unmasked Estep 
Score: -17117270.000000 Penalty: 5906.660156
	Iteration 64Q: 3 clusters Score -1.711727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -17117280.000000 Penalty: 5906.660156
	Iteration 65Q: 3 clusters Score -1.711728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 146351 members 
Entering Unmasked Estep 
Score: -17117274.000000 Penalty: 5906.660156
	Iteration 66Q: 3 clusters Score -1.711727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 146355 members 
Entering Unmasked Estep 
Score: -17117278.000000 Penalty: 5906.660156
	Iteration 67Q: 3 clusters Score -1.711728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -17117290.000000 Penalty: 5906.660156
	Iteration 68Q: 3 clusters Score -1.711729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 146370 members 
Entering Unmasked Estep 
Score: -17117282.000000 Penalty: 5906.660156
	Iteration 69Q: 3 clusters Score -1.711728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -17117272.000000 Penalty: 5906.660156
	Iteration 70Q: 3 clusters Score -1.711727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -17117284.000000 Penalty: 5906.660156
	Iteration 71Q: 3 clusters Score -1.711728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -17117280.000000 Penalty: 5906.660156
	Iteration 72Q: 3 clusters Score -1.711728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -17117282.000000 Penalty: 5906.660156
	Iteration 73Q: 3 clusters Score -1.711728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -17117292.000000 Penalty: 5906.660156
	Iteration 74Q: 3 clusters Score -1.711729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -17117302.000000 Penalty: 5906.660156
	Iteration 75Q: 3 clusters Score -1.71173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -17117284.000000 Penalty: 5906.660156
	Iteration 76Q: 3 clusters Score -1.711728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 146417 members 
Entering Unmasked Estep 
Score: -17117284.000000 Penalty: 5906.660156
	Iteration 77Q: 3 clusters Score -1.711728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 146423 members 
Entering Unmasked Estep 
Score: -17117280.000000 Penalty: 5906.660156
	Iteration 78Q: 3 clusters Score -1.711728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -17117282.000000 Penalty: 5906.660156
	Iteration 79Q: 3 clusters Score -1.711728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 146430 members 
Entering Unmasked Estep 
Score: -17117284.000000 Penalty: 5906.660156
	Iteration 80F: 3 clusters Score -1.711728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 146431 members 
Entering Unmasked Estep 
Score: -17117276.000000 Penalty: 5906.660156
	Iteration 81Q: 3 clusters Score -1.711728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 146432 members 
Entering Unmasked Estep 
Score: -17117270.000000 Penalty: 5906.660156
	Iteration 82Q: 3 clusters Score -1.711727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -17117266.000000 Penalty: 5906.660156
	Iteration 83Q: 3 clusters Score -1.711727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 146435 members 
Entering Unmasked Estep 
Score: -17117266.000000 Penalty: 5906.660156
	Iteration 84Q: 3 clusters Score -1.711727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 146435 members 
Entering Unmasked Estep 
Score: -17117266.000000 Penalty: 5906.660156
	Iteration 85F: 3 clusters Score -1.711727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Entering Unmasked Estep 
Score: -3617526.000000 Penalty: 2582.479248
	Iteration 0F: 2 clusters Score -3617526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3594897.500000 Penalty: 5164.958496
	Iteration 0F: 3 clusters Score -3594898 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3604961.000000 Penalty: 5164.958496
	Iteration 1F: 3 clusters Score -3604961 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3608516.000000 Penalty: 5164.958496
	Iteration 2F: 3 clusters Score -3608516 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3612630.750000 Penalty: 5164.958496
	Iteration 3F: 3 clusters Score -3612631 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3615827.250000 Penalty: 5164.958496
	Iteration 4F: 3 clusters Score -3615827 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3618945.000000 Penalty: 5164.958496
	Iteration 5F: 3 clusters Score -3618945 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3621855.000000 Penalty: 5164.958496
	Iteration 6F: 3 clusters Score -3621855 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3624034.250000 Penalty: 5164.958496
	Iteration 7F: 3 clusters Score -3624034 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3625206.000000 Penalty: 5164.958496
	Iteration 8Q: 3 clusters Score -3625206 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3625565.000000 Penalty: 5164.958496
	Iteration 9Q: 3 clusters Score -3625565 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3625720.250000 Penalty: 5164.958496
	Iteration 10Q: 3 clusters Score -3625720 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3625849.750000 Penalty: 5164.958496
	Iteration 11Q: 3 clusters Score -3625850 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3625925.250000 Penalty: 5164.958496
	Iteration 12Q: 3 clusters Score -3625925 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3626006.500000 Penalty: 5164.958496
	Iteration 13Q: 3 clusters Score -3626006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3626116.250000 Penalty: 5164.958496
	Iteration 14Q: 3 clusters Score -3626116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3626220.750000 Penalty: 5164.958496
	Iteration 15Q: 3 clusters Score -3626221 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3626337.500000 Penalty: 5164.958496
	Iteration 16Q: 3 clusters Score -3626338 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3626536.000000 Penalty: 5164.958496
	Iteration 17Q: 3 clusters Score -3626536 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3626862.500000 Penalty: 5164.958496
	Iteration 18Q: 3 clusters Score -3626862 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3627310.750000 Penalty: 5164.958496
	Iteration 19Q: 3 clusters Score -3627311 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3627834.750000 Penalty: 5164.958496
	Iteration 20F: 3 clusters Score -3627835 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3628242.500000 Penalty: 5164.958496
	Iteration 21Q: 3 clusters Score -3628242 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3628449.250000 Penalty: 5164.958496
	Iteration 22Q: 3 clusters Score -3628449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3628537.750000 Penalty: 5164.958496
	Iteration 23Q: 3 clusters Score -3628538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3628566.250000 Penalty: 5164.958496
	Iteration 24Q: 3 clusters Score -3628566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3628569.000000 Penalty: 5164.958496
	Iteration 25Q: 3 clusters Score -3628569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3628580.500000 Penalty: 5164.958496
	Iteration 26Q: 3 clusters Score -3628580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3628586.500000 Penalty: 5164.958496
	Iteration 27Q: 3 clusters Score -3628586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3628600.000000 Penalty: 5164.958496
	Iteration 28Q: 3 clusters Score -3628600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3628602.500000 Penalty: 5164.958496
	Iteration 29Q: 3 clusters Score -3628602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3628596.750000 Penalty: 5164.958496
	Iteration 30Q: 3 clusters Score -3628597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3628598.500000 Penalty: 5164.958496
	Iteration 31Q: 3 clusters Score -3628598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3628598.000000 Penalty: 5164.958496
	Iteration 32Q: 3 clusters Score -3628598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3628595.000000 Penalty: 5164.958496
	Iteration 33Q: 3 clusters Score -3628595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3628598.500000 Penalty: 5164.958496
	Iteration 34Q: 3 clusters Score -3628598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3628596.250000 Penalty: 5164.958496
	Iteration 35Q: 3 clusters Score -3628596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3628596.750000 Penalty: 5164.958496
	Iteration 36Q: 3 clusters Score -3628597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3628599.750000 Penalty: 5164.958496
	Iteration 37Q: 3 clusters Score -3628600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3628602.500000 Penalty: 5164.958496
	Iteration 38Q: 3 clusters Score -3628602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3628602.000000 Penalty: 5164.958496
	Iteration 39Q: 3 clusters Score -3628602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3628602.000000 Penalty: 5164.958496
	Iteration 40F: 3 clusters Score -3628602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 43766 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 81444 members 
Mstep: Class 6 contains 105626 members 
Mstep: Class 7 contains 15267 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Entering Unmasked Estep 
Score: -211906896.000000 Penalty: 143723.578125
Splitting cluster 2 changes total score from -211895648.000000 to -211906896.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 3 (43766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Entering Unmasked Estep 
Score: -4988473.000000 Penalty: 2650.279785
	Iteration 0F: 2 clusters Score -4988473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4958895.500000 Penalty: 5300.559570
	Iteration 0F: 3 clusters Score -4958896 nChanged 20183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4971010.000000 Penalty: 5300.559570
	Iteration 1F: 3 clusters Score -4971010 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4973021.500000 Penalty: 5300.559570
	Iteration 2F: 3 clusters Score -4973022 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4975827.500000 Penalty: 5300.559570
	Iteration 3F: 3 clusters Score -4975828 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4978720.000000 Penalty: 5300.559570
	Iteration 4F: 3 clusters Score -4978720 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4981385.500000 Penalty: 5300.559570
	Iteration 5F: 3 clusters Score -4981386 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4983682.500000 Penalty: 5300.559570
	Iteration 6F: 3 clusters Score -4983682 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4985663.500000 Penalty: 5300.559570
	Iteration 7F: 3 clusters Score -4985664 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4987139.500000 Penalty: 5300.559570
	Iteration 8Q: 3 clusters Score -4987140 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4988119.500000 Penalty: 5300.559570
	Iteration 9Q: 3 clusters Score -4988120 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4988819.000000 Penalty: 5300.559570
	Iteration 10Q: 3 clusters Score -4988819 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4989368.000000 Penalty: 5300.559570
	Iteration 11Q: 3 clusters Score -4989368 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4989970.500000 Penalty: 5300.559570
	Iteration 12Q: 3 clusters Score -4989970 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4990445.000000 Penalty: 5300.559570
	Iteration 13Q: 3 clusters Score -4990445 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4990666.500000 Penalty: 5300.559570
	Iteration 14Q: 3 clusters Score -4990666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4990750.000000 Penalty: 5300.559570
	Iteration 15Q: 3 clusters Score -4990750 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4990808.500000 Penalty: 5300.559570
	Iteration 16Q: 3 clusters Score -4990808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4990834.500000 Penalty: 5300.559570
	Iteration 17Q: 3 clusters Score -4990834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4990831.000000 Penalty: 5300.559570
	Iteration 18Q: 3 clusters Score -4990831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -4990844.500000 Penalty: 5300.559570
	Iteration 19Q: 3 clusters Score -4990844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -4990851.500000 Penalty: 5300.559570
	Iteration 20F: 3 clusters Score -4990852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4990851.500000 Penalty: 5300.559570
	Iteration 21Q: 3 clusters Score -4990852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4990856.000000 Penalty: 5300.559570
	Iteration 22Q: 3 clusters Score -4990856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4990858.000000 Penalty: 5300.559570
	Iteration 23Q: 3 clusters Score -4990858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4990863.000000 Penalty: 5300.559570
	Iteration 24Q: 3 clusters Score -4990863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4990869.000000 Penalty: 5300.559570
	Iteration 25Q: 3 clusters Score -4990869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4990868.000000 Penalty: 5300.559570
	Iteration 26Q: 3 clusters Score -4990868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4990866.000000 Penalty: 5300.559570
	Iteration 27Q: 3 clusters Score -4990866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4990869.000000 Penalty: 5300.559570
	Iteration 28Q: 3 clusters Score -4990869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4990866.500000 Penalty: 5300.559570
	Iteration 29Q: 3 clusters Score -4990866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4990867.000000 Penalty: 5300.559570
	Iteration 30Q: 3 clusters Score -4990867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4990867.000000 Penalty: 5300.559570
	Iteration 31Q: 3 clusters Score -4990867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4990864.500000 Penalty: 5300.559570
	Iteration 32Q: 3 clusters Score -4990864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4990871.500000 Penalty: 5300.559570
	Iteration 33Q: 3 clusters Score -4990872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4990865.000000 Penalty: 5300.559570
	Iteration 34Q: 3 clusters Score -4990865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -4990871.000000 Penalty: 5300.559570
	Iteration 35Q: 3 clusters Score -4990871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -4990869.000000 Penalty: 5300.559570
	Iteration 36Q: 3 clusters Score -4990869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4990854.000000 Penalty: 5300.559570
	Iteration 37Q: 3 clusters Score -4990854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4990859.000000 Penalty: 5300.559570
	Iteration 38Q: 3 clusters Score -4990859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4990859.000000 Penalty: 5300.559570
	Iteration 39Q: 3 clusters Score -4990859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4990857.500000 Penalty: 5300.559570
	Iteration 40F: 3 clusters Score -4990858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -4990854.000000 Penalty: 5300.559570
	Iteration 41Q: 3 clusters Score -4990854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4990855.500000 Penalty: 5300.559570
	Iteration 42Q: 3 clusters Score -4990856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4990855.000000 Penalty: 5300.559570
	Iteration 43Q: 3 clusters Score -4990855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4990858.500000 Penalty: 5300.559570
	Iteration 44Q: 3 clusters Score -4990858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4990858.500000 Penalty: 5300.559570
	Iteration 45Q: 3 clusters Score -4990858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4990858.500000 Penalty: 5300.559570
	Iteration 46F: 3 clusters Score -4990858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 81444 members 
Mstep: Class 6 contains 105626 members 
Mstep: Class 7 contains 15267 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Entering Unmasked Estep 
Score: -211907328.000000 Penalty: 147316.671875
Splitting cluster 3 changes total score from -211895648.000000 to -211907328.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (21665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Entering Unmasked Estep 
Score: -2196513.000000 Penalty: 2475.896484
	Iteration 0F: 2 clusters Score -2196513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2181369.750000 Penalty: 4951.792969
	Iteration 0F: 3 clusters Score -2181370 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2188343.250000 Penalty: 4951.792969
	Iteration 1F: 3 clusters Score -2188343 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2191298.500000 Penalty: 4951.792969
	Iteration 2F: 3 clusters Score -2191298 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2194986.500000 Penalty: 4951.792969
	Iteration 3F: 3 clusters Score -2194986 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2197959.500000 Penalty: 4951.792969
	Iteration 4F: 3 clusters Score -2197960 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2199617.000000 Penalty: 4951.792969
	Iteration 5F: 3 clusters Score -2199617 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2200305.250000 Penalty: 4951.792969
	Iteration 6Q: 3 clusters Score -2200305 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2200617.250000 Penalty: 4951.792969
	Iteration 7Q: 3 clusters Score -2200617 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2200771.000000 Penalty: 4951.792969
	Iteration 8Q: 3 clusters Score -2200771 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2200862.750000 Penalty: 4951.792969
	Iteration 9Q: 3 clusters Score -2200863 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2200924.250000 Penalty: 4951.792969
	Iteration 10Q: 3 clusters Score -2200924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2200963.500000 Penalty: 4951.792969
	Iteration 11Q: 3 clusters Score -2200964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2200994.250000 Penalty: 4951.792969
	Iteration 12Q: 3 clusters Score -2200994 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2201024.750000 Penalty: 4951.792969
	Iteration 13Q: 3 clusters Score -2201025 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2201053.500000 Penalty: 4951.792969
	Iteration 14Q: 3 clusters Score -2201054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2201083.000000 Penalty: 4951.792969
	Iteration 15Q: 3 clusters Score -2201083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2201107.750000 Penalty: 4951.792969
	Iteration 16Q: 3 clusters Score -2201108 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2201124.000000 Penalty: 4951.792969
	Iteration 17Q: 3 clusters Score -2201124 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2201146.000000 Penalty: 4951.792969
	Iteration 18Q: 3 clusters Score -2201146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2201169.000000 Penalty: 4951.792969
	Iteration 19Q: 3 clusters Score -2201169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2201192.000000 Penalty: 4951.792969
	Iteration 20F: 3 clusters Score -2201192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2201197.500000 Penalty: 4951.792969
	Iteration 21Q: 3 clusters Score -2201198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2201219.750000 Penalty: 4951.792969
	Iteration 22Q: 3 clusters Score -2201220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2201233.750000 Penalty: 4951.792969
	Iteration 23Q: 3 clusters Score -2201234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2201261.750000 Penalty: 4951.792969
	Iteration 24Q: 3 clusters Score -2201262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2201265.000000 Penalty: 4951.792969
	Iteration 25Q: 3 clusters Score -2201265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2201274.750000 Penalty: 4951.792969
	Iteration 26Q: 3 clusters Score -2201275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2201292.000000 Penalty: 4951.792969
	Iteration 27Q: 3 clusters Score -2201292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2201289.250000 Penalty: 4951.792969
	Iteration 28Q: 3 clusters Score -2201289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2201302.250000 Penalty: 4951.792969
	Iteration 29Q: 3 clusters Score -2201302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2201307.000000 Penalty: 4951.792969
	Iteration 30Q: 3 clusters Score -2201307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2201313.250000 Penalty: 4951.792969
	Iteration 31Q: 3 clusters Score -2201313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2201326.500000 Penalty: 4951.792969
	Iteration 32Q: 3 clusters Score -2201326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2201327.000000 Penalty: 4951.792969
	Iteration 33Q: 3 clusters Score -2201327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2201336.250000 Penalty: 4951.792969
	Iteration 34Q: 3 clusters Score -2201336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2201338.250000 Penalty: 4951.792969
	Iteration 35Q: 3 clusters Score -2201338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2201347.500000 Penalty: 4951.792969
	Iteration 36Q: 3 clusters Score -2201348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2201348.250000 Penalty: 4951.792969
	Iteration 37Q: 3 clusters Score -2201348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2201349.000000 Penalty: 4951.792969
	Iteration 38Q: 3 clusters Score -2201349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2201346.750000 Penalty: 4951.792969
	Iteration 39Q: 3 clusters Score -2201347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2201353.750000 Penalty: 4951.792969
	Iteration 40F: 3 clusters Score -2201354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2201354.500000 Penalty: 4951.792969
	Iteration 41Q: 3 clusters Score -2201354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2201361.000000 Penalty: 4951.792969
	Iteration 42Q: 3 clusters Score -2201361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2201365.750000 Penalty: 4951.792969
	Iteration 43Q: 3 clusters Score -2201366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2201363.750000 Penalty: 4951.792969
	Iteration 44Q: 3 clusters Score -2201364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2201367.250000 Penalty: 4951.792969
	Iteration 45Q: 3 clusters Score -2201367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2201368.000000 Penalty: 4951.792969
	Iteration 46Q: 3 clusters Score -2201368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2201365.000000 Penalty: 4951.792969
	Iteration 47Q: 3 clusters Score -2201365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2201367.000000 Penalty: 4951.792969
	Iteration 48Q: 3 clusters Score -2201367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2201369.500000 Penalty: 4951.792969
	Iteration 49Q: 3 clusters Score -2201370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2201368.500000 Penalty: 4951.792969
	Iteration 50Q: 3 clusters Score -2201368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2201368.750000 Penalty: 4951.792969
	Iteration 51Q: 3 clusters Score -2201369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2201368.250000 Penalty: 4951.792969
	Iteration 52Q: 3 clusters Score -2201368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2201367.500000 Penalty: 4951.792969
	Iteration 53Q: 3 clusters Score -2201368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2201369.000000 Penalty: 4951.792969
	Iteration 54Q: 3 clusters Score -2201369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2201370.000000 Penalty: 4951.792969
	Iteration 55Q: 3 clusters Score -2201370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2201366.250000 Penalty: 4951.792969
	Iteration 56Q: 3 clusters Score -2201366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2201366.500000 Penalty: 4951.792969
	Iteration 57Q: 3 clusters Score -2201366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2201366.000000 Penalty: 4951.792969
	Iteration 58Q: 3 clusters Score -2201366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2201366.250000 Penalty: 4951.792969
	Iteration 59Q: 3 clusters Score -2201366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2201364.750000 Penalty: 4951.792969
	Iteration 60F: 3 clusters Score -2201365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2201368.500000 Penalty: 4951.792969
	Iteration 61Q: 3 clusters Score -2201368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2201367.250000 Penalty: 4951.792969
	Iteration 62Q: 3 clusters Score -2201367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2201366.250000 Penalty: 4951.792969
	Iteration 63Q: 3 clusters Score -2201366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2201367.500000 Penalty: 4951.792969
	Iteration 64Q: 3 clusters Score -2201368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2201367.500000 Penalty: 4951.792969
	Iteration 65F: 3 clusters Score -2201368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 81444 members 
Mstep: Class 6 contains 105626 members 
Mstep: Class 7 contains 15267 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Entering Unmasked Estep 
Score: -211912048.000000 Penalty: 150909.765625
Splitting cluster 4 changes total score from -211895648.000000 to -211912048.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 5 (81444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Entering Unmasked Estep 
Score: -9290571.000000 Penalty: 2804.302246
	Iteration 0F: 2 clusters Score -9290571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -9236124.000000 Penalty: 5608.604492
	Iteration 0F: 3 clusters Score -9236124 nChanged 38390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -9258735.000000 Penalty: 5608.604492
	Iteration 1F: 3 clusters Score -9258735 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -9260454.000000 Penalty: 5608.604492
	Iteration 2Q: 3 clusters Score -9260454 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -9263345.000000 Penalty: 5608.604492
	Iteration 3F: 3 clusters Score -9263345 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -9268703.000000 Penalty: 5608.604492
	Iteration 4F: 3 clusters Score -9268703 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -9276235.000000 Penalty: 5608.604492
	Iteration 5F: 3 clusters Score -9276235 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9283282.000000 Penalty: 5608.604492
	Iteration 6F: 3 clusters Score -9283282 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -9288466.000000 Penalty: 5608.604492
	Iteration 7F: 3 clusters Score -9288466 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -9292039.000000 Penalty: 5608.604492
	Iteration 8F: 3 clusters Score -9292039 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -9293982.000000 Penalty: 5608.604492
	Iteration 9Q: 3 clusters Score -9293982 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -9294982.000000 Penalty: 5608.604492
	Iteration 10Q: 3 clusters Score -9294982 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -9295558.000000 Penalty: 5608.604492
	Iteration 11Q: 3 clusters Score -9295558 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -9295793.000000 Penalty: 5608.604492
	Iteration 12Q: 3 clusters Score -9295793 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -9295971.000000 Penalty: 5608.604492
	Iteration 13Q: 3 clusters Score -9295971 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -9296134.000000 Penalty: 5608.604492
	Iteration 14Q: 3 clusters Score -9296134 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -9296310.000000 Penalty: 5608.604492
	Iteration 15Q: 3 clusters Score -9296310 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -9296368.000000 Penalty: 5608.604492
	Iteration 16Q: 3 clusters Score -9296368 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -9296457.000000 Penalty: 5608.604492
	Iteration 17Q: 3 clusters Score -9296457 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -9296543.000000 Penalty: 5608.604492
	Iteration 18Q: 3 clusters Score -9296543 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -9296579.000000 Penalty: 5608.604492
	Iteration 19Q: 3 clusters Score -9296579 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -9296668.000000 Penalty: 5608.604492
	Iteration 20F: 3 clusters Score -9296668 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -9296790.000000 Penalty: 5608.604492
	Iteration 21Q: 3 clusters Score -9296790 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -9296846.000000 Penalty: 5608.604492
	Iteration 22Q: 3 clusters Score -9296846 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -9296913.000000 Penalty: 5608.604492
	Iteration 23Q: 3 clusters Score -9296913 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -9297021.000000 Penalty: 5608.604492
	Iteration 24Q: 3 clusters Score -9297021 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -9297125.000000 Penalty: 5608.604492
	Iteration 25Q: 3 clusters Score -9297125 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -9297201.000000 Penalty: 5608.604492
	Iteration 26Q: 3 clusters Score -9297201 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -9297295.000000 Penalty: 5608.604492
	Iteration 27Q: 3 clusters Score -9297295 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -9297366.000000 Penalty: 5608.604492
	Iteration 28Q: 3 clusters Score -9297366 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -9297480.000000 Penalty: 5608.604492
	Iteration 29Q: 3 clusters Score -9297480 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -9297528.000000 Penalty: 5608.604492
	Iteration 30Q: 3 clusters Score -9297528 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -9297571.000000 Penalty: 5608.604492
	Iteration 31Q: 3 clusters Score -9297571 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -9297662.000000 Penalty: 5608.604492
	Iteration 32Q: 3 clusters Score -9297662 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -9297727.000000 Penalty: 5608.604492
	Iteration 33Q: 3 clusters Score -9297727 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -9297769.000000 Penalty: 5608.604492
	Iteration 34Q: 3 clusters Score -9297769 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -9297819.000000 Penalty: 5608.604492
	Iteration 35Q: 3 clusters Score -9297819 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -9297865.000000 Penalty: 5608.604492
	Iteration 36Q: 3 clusters Score -9297865 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -9297941.000000 Penalty: 5608.604492
	Iteration 37Q: 3 clusters Score -9297941 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -9298021.000000 Penalty: 5608.604492
	Iteration 38Q: 3 clusters Score -9298021 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -9298080.000000 Penalty: 5608.604492
	Iteration 39Q: 3 clusters Score -9298080 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -9298156.000000 Penalty: 5608.604492
	Iteration 40F: 3 clusters Score -9298156 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -9298195.000000 Penalty: 5608.604492
	Iteration 41Q: 3 clusters Score -9298195 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -9298217.000000 Penalty: 5608.604492
	Iteration 42Q: 3 clusters Score -9298217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -9298208.000000 Penalty: 5608.604492
	Iteration 43Q: 3 clusters Score -9298208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -9298242.000000 Penalty: 5608.604492
	Iteration 44Q: 3 clusters Score -9298242 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -9298265.000000 Penalty: 5608.604492
	Iteration 45Q: 3 clusters Score -9298265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -9298284.000000 Penalty: 5608.604492
	Iteration 46Q: 3 clusters Score -9298284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -9298318.000000 Penalty: 5608.604492
	Iteration 47Q: 3 clusters Score -9298318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -9298318.000000 Penalty: 5608.604492
	Iteration 48Q: 3 clusters Score -9298318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -9298339.000000 Penalty: 5608.604492
	Iteration 49Q: 3 clusters Score -9298339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -9298319.000000 Penalty: 5608.604492
	Iteration 50Q: 3 clusters Score -9298319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -9298324.000000 Penalty: 5608.604492
	Iteration 51Q: 3 clusters Score -9298324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -9298326.000000 Penalty: 5608.604492
	Iteration 52Q: 3 clusters Score -9298326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -9298346.000000 Penalty: 5608.604492
	Iteration 53Q: 3 clusters Score -9298346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -9298351.000000 Penalty: 5608.604492
	Iteration 54Q: 3 clusters Score -9298351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -9298343.000000 Penalty: 5608.604492
	Iteration 55Q: 3 clusters Score -9298343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -9298362.000000 Penalty: 5608.604492
	Iteration 56Q: 3 clusters Score -9298362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -9298365.000000 Penalty: 5608.604492
	Iteration 57Q: 3 clusters Score -9298365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9298366.000000 Penalty: 5608.604492
	Iteration 58Q: 3 clusters Score -9298366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -9298367.000000 Penalty: 5608.604492
	Iteration 59Q: 3 clusters Score -9298367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -9298380.000000 Penalty: 5608.604492
	Iteration 60F: 3 clusters Score -9298380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -9298385.000000 Penalty: 5608.604492
	Iteration 61Q: 3 clusters Score -9298385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -9298385.000000 Penalty: 5608.604492
	Iteration 62Q: 3 clusters Score -9298385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -9298381.000000 Penalty: 5608.604492
	Iteration 63Q: 3 clusters Score -9298381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -9298375.000000 Penalty: 5608.604492
	Iteration 64Q: 3 clusters Score -9298375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -9298385.000000 Penalty: 5608.604492
	Iteration 65Q: 3 clusters Score -9298385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -9298398.000000 Penalty: 5608.604492
	Iteration 66Q: 3 clusters Score -9298398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -9298384.000000 Penalty: 5608.604492
	Iteration 67Q: 3 clusters Score -9298384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -9298385.000000 Penalty: 5608.604492
	Iteration 68Q: 3 clusters Score -9298385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -9298386.000000 Penalty: 5608.604492
	Iteration 69Q: 3 clusters Score -9298386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9298380.000000 Penalty: 5608.604492
	Iteration 70Q: 3 clusters Score -9298380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9298386.000000 Penalty: 5608.604492
	Iteration 71Q: 3 clusters Score -9298386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -9298387.000000 Penalty: 5608.604492
	Iteration 72Q: 3 clusters Score -9298387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -9298386.000000 Penalty: 5608.604492
	Iteration 73Q: 3 clusters Score -9298386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -9298392.000000 Penalty: 5608.604492
	Iteration 74Q: 3 clusters Score -9298392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -9298392.000000 Penalty: 5608.604492
	Iteration 75F: 3 clusters Score -9298392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 105626 members 
Mstep: Class 7 contains 15267 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Entering Unmasked Estep 
Score: -211917520.000000 Penalty: 154502.843750
Splitting cluster 5 changes total score from -211895648.000000 to -211917520.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 6 (105626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Entering Unmasked Estep 
Score: -12036520.000000 Penalty: 2868.779541
	Iteration 0F: 2 clusters Score -1.203652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -11965636.000000 Penalty: 5737.559082
	Iteration 0F: 3 clusters Score -1.196564e+07 nChanged 50167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -11996476.000000 Penalty: 5737.559082
	Iteration 1F: 3 clusters Score -1.199648e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -12000761.000000 Penalty: 5737.559082
	Iteration 2F: 3 clusters Score -1.200076e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -12007890.000000 Penalty: 5737.559082
	Iteration 3F: 3 clusters Score -1.200789e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -12016600.000000 Penalty: 5737.559082
	Iteration 4F: 3 clusters Score -1.20166e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -12024559.000000 Penalty: 5737.559082
	Iteration 5F: 3 clusters Score -1.202456e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -12029215.000000 Penalty: 5737.559082
	Iteration 6F: 3 clusters Score -1.202922e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -12031962.000000 Penalty: 5737.559082
	Iteration 7Q: 3 clusters Score -1.203196e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -12034024.000000 Penalty: 5737.559082
	Iteration 8Q: 3 clusters Score -1.203402e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -12035715.000000 Penalty: 5737.559082
	Iteration 9Q: 3 clusters Score -1.203572e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -12037231.000000 Penalty: 5737.559082
	Iteration 10Q: 3 clusters Score -1.203723e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -12038391.000000 Penalty: 5737.559082
	Iteration 11Q: 3 clusters Score -1.203839e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -12039453.000000 Penalty: 5737.559082
	Iteration 12Q: 3 clusters Score -1.203945e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -12040391.000000 Penalty: 5737.559082
	Iteration 13Q: 3 clusters Score -1.204039e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -12041176.000000 Penalty: 5737.559082
	Iteration 14Q: 3 clusters Score -1.204118e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -12041738.000000 Penalty: 5737.559082
	Iteration 15Q: 3 clusters Score -1.204174e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -12042213.000000 Penalty: 5737.559082
	Iteration 16Q: 3 clusters Score -1.204221e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -12042542.000000 Penalty: 5737.559082
	Iteration 17Q: 3 clusters Score -1.204254e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -12042672.000000 Penalty: 5737.559082
	Iteration 18Q: 3 clusters Score -1.204267e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -12042831.000000 Penalty: 5737.559082
	Iteration 19Q: 3 clusters Score -1.204283e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -12042945.000000 Penalty: 5737.559082
	Iteration 20F: 3 clusters Score -1.204294e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -12043046.000000 Penalty: 5737.559082
	Iteration 21Q: 3 clusters Score -1.204305e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -12043087.000000 Penalty: 5737.559082
	Iteration 22Q: 3 clusters Score -1.204309e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -12043188.000000 Penalty: 5737.559082
	Iteration 23Q: 3 clusters Score -1.204319e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -12043222.000000 Penalty: 5737.559082
	Iteration 24Q: 3 clusters Score -1.204322e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -12043232.000000 Penalty: 5737.559082
	Iteration 25Q: 3 clusters Score -1.204323e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -12043292.000000 Penalty: 5737.559082
	Iteration 26Q: 3 clusters Score -1.204329e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -12043294.000000 Penalty: 5737.559082
	Iteration 27Q: 3 clusters Score -1.204329e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -12043304.000000 Penalty: 5737.559082
	Iteration 28Q: 3 clusters Score -1.20433e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -12043348.000000 Penalty: 5737.559082
	Iteration 29Q: 3 clusters Score -1.204335e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -12043374.000000 Penalty: 5737.559082
	Iteration 30Q: 3 clusters Score -1.204337e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -12043378.000000 Penalty: 5737.559082
	Iteration 31Q: 3 clusters Score -1.204338e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -12043416.000000 Penalty: 5737.559082
	Iteration 32Q: 3 clusters Score -1.204342e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -12043423.000000 Penalty: 5737.559082
	Iteration 33Q: 3 clusters Score -1.204342e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -12043425.000000 Penalty: 5737.559082
	Iteration 34Q: 3 clusters Score -1.204342e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -12043452.000000 Penalty: 5737.559082
	Iteration 35Q: 3 clusters Score -1.204345e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -12043442.000000 Penalty: 5737.559082
	Iteration 36Q: 3 clusters Score -1.204344e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -12043452.000000 Penalty: 5737.559082
	Iteration 37Q: 3 clusters Score -1.204345e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -12043464.000000 Penalty: 5737.559082
	Iteration 38Q: 3 clusters Score -1.204346e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -12043478.000000 Penalty: 5737.559082
	Iteration 39Q: 3 clusters Score -1.204348e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12043494.000000 Penalty: 5737.559082
	Iteration 40F: 3 clusters Score -1.204349e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -12043528.000000 Penalty: 5737.559082
	Iteration 41Q: 3 clusters Score -1.204353e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -12043505.000000 Penalty: 5737.559082
	Iteration 42Q: 3 clusters Score -1.20435e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -12043558.000000 Penalty: 5737.559082
	Iteration 43Q: 3 clusters Score -1.204356e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -12043541.000000 Penalty: 5737.559082
	Iteration 44Q: 3 clusters Score -1.204354e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -12043550.000000 Penalty: 5737.559082
	Iteration 45Q: 3 clusters Score -1.204355e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -12043549.000000 Penalty: 5737.559082
	Iteration 46Q: 3 clusters Score -1.204355e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -12043594.000000 Penalty: 5737.559082
	Iteration 47Q: 3 clusters Score -1.204359e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -12043620.000000 Penalty: 5737.559082
	Iteration 48Q: 3 clusters Score -1.204362e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -12043695.000000 Penalty: 5737.559082
	Iteration 49Q: 3 clusters Score -1.20437e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -12043675.000000 Penalty: 5737.559082
	Iteration 50Q: 3 clusters Score -1.204368e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -12043716.000000 Penalty: 5737.559082
	Iteration 51Q: 3 clusters Score -1.204372e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -12043772.000000 Penalty: 5737.559082
	Iteration 52Q: 3 clusters Score -1.204377e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -12043860.000000 Penalty: 5737.559082
	Iteration 53Q: 3 clusters Score -1.204386e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -12043988.000000 Penalty: 5737.559082
	Iteration 54Q: 3 clusters Score -1.204399e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -12044095.000000 Penalty: 5737.559082
	Iteration 55Q: 3 clusters Score -1.20441e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -12044284.000000 Penalty: 5737.559082
	Iteration 56Q: 3 clusters Score -1.204428e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -12044412.000000 Penalty: 5737.559082
	Iteration 57Q: 3 clusters Score -1.204441e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -12044598.000000 Penalty: 5737.559082
	Iteration 58Q: 3 clusters Score -1.20446e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -12044761.000000 Penalty: 5737.559082
	Iteration 59Q: 3 clusters Score -1.204476e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -12044846.000000 Penalty: 5737.559082
	Iteration 60F: 3 clusters Score -1.204485e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -12045000.000000 Penalty: 5737.559082
	Iteration 61Q: 3 clusters Score -1.2045e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -12045100.000000 Penalty: 5737.559082
	Iteration 62Q: 3 clusters Score -1.20451e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -12045228.000000 Penalty: 5737.559082
	Iteration 63Q: 3 clusters Score -1.204523e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -12045386.000000 Penalty: 5737.559082
	Iteration 64Q: 3 clusters Score -1.204539e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -12045488.000000 Penalty: 5737.559082
	Iteration 65Q: 3 clusters Score -1.204549e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -12045693.000000 Penalty: 5737.559082
	Iteration 66Q: 3 clusters Score -1.204569e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -12045900.000000 Penalty: 5737.559082
	Iteration 67Q: 3 clusters Score -1.20459e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -12046178.000000 Penalty: 5737.559082
	Iteration 68Q: 3 clusters Score -1.204618e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -12046502.000000 Penalty: 5737.559082
	Iteration 69Q: 3 clusters Score -1.20465e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -12046734.000000 Penalty: 5737.559082
	Iteration 70Q: 3 clusters Score -1.204673e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -12046948.000000 Penalty: 5737.559082
	Iteration 71Q: 3 clusters Score -1.204695e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -12047175.000000 Penalty: 5737.559082
	Iteration 72Q: 3 clusters Score -1.204718e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -12047277.000000 Penalty: 5737.559082
	Iteration 73Q: 3 clusters Score -1.204728e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -12047361.000000 Penalty: 5737.559082
	Iteration 74Q: 3 clusters Score -1.204736e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -12047450.000000 Penalty: 5737.559082
	Iteration 75Q: 3 clusters Score -1.204745e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -12047452.000000 Penalty: 5737.559082
	Iteration 76Q: 3 clusters Score -1.204745e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -12047454.000000 Penalty: 5737.559082
	Iteration 77Q: 3 clusters Score -1.204745e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -12047485.000000 Penalty: 5737.559082
	Iteration 78Q: 3 clusters Score -1.204748e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -12047482.000000 Penalty: 5737.559082
	Iteration 79Q: 3 clusters Score -1.204748e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -12047484.000000 Penalty: 5737.559082
	Iteration 80F: 3 clusters Score -1.204748e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -12047482.000000 Penalty: 5737.559082
	Iteration 81Q: 3 clusters Score -1.204748e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -12047492.000000 Penalty: 5737.559082
	Iteration 82Q: 3 clusters Score -1.204749e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -12047522.000000 Penalty: 5737.559082
	Iteration 83Q: 3 clusters Score -1.204752e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -12047502.000000 Penalty: 5737.559082
	Iteration 84Q: 3 clusters Score -1.20475e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -12047493.000000 Penalty: 5737.559082
	Iteration 85Q: 3 clusters Score -1.204749e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -12047495.000000 Penalty: 5737.559082
	Iteration 86Q: 3 clusters Score -1.20475e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -12047485.000000 Penalty: 5737.559082
	Iteration 87Q: 3 clusters Score -1.204748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -12047490.000000 Penalty: 5737.559082
	Iteration 88Q: 3 clusters Score -1.204749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -12047480.000000 Penalty: 5737.559082
	Iteration 89Q: 3 clusters Score -1.204748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -12047485.000000 Penalty: 5737.559082
	Iteration 90Q: 3 clusters Score -1.204748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -12047504.000000 Penalty: 5737.559082
	Iteration 91Q: 3 clusters Score -1.20475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -12047509.000000 Penalty: 5737.559082
	Iteration 92Q: 3 clusters Score -1.204751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -12047503.000000 Penalty: 5737.559082
	Iteration 93Q: 3 clusters Score -1.20475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -12047514.000000 Penalty: 5737.559082
	Iteration 94Q: 3 clusters Score -1.204751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -12047502.000000 Penalty: 5737.559082
	Iteration 95Q: 3 clusters Score -1.20475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -12047506.000000 Penalty: 5737.559082
	Iteration 96Q: 3 clusters Score -1.204751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -12047508.000000 Penalty: 5737.559082
	Iteration 97Q: 3 clusters Score -1.204751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -12047513.000000 Penalty: 5737.559082
	Iteration 98Q: 3 clusters Score -1.204751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -12047508.000000 Penalty: 5737.559082
	Iteration 99Q: 3 clusters Score -1.204751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -12047512.000000 Penalty: 5737.559082
	Iteration 100F: 3 clusters Score -1.204751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -12047512.000000 Penalty: 5737.559082
	Iteration 101Q: 3 clusters Score -1.204751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -12047510.000000 Penalty: 5737.559082
	Iteration 102Q: 3 clusters Score -1.204751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -12047511.000000 Penalty: 5737.559082
	Iteration 103Q: 3 clusters Score -1.204751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -12047508.000000 Penalty: 5737.559082
	Iteration 104Q: 3 clusters Score -1.204751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -12047520.000000 Penalty: 5737.559082
	Iteration 105Q: 3 clusters Score -1.204752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -12047520.000000 Penalty: 5737.559082
	Iteration 106F: 3 clusters Score -1.204752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 15267 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Entering Unmasked Estep 
Score: -211924288.000000 Penalty: 158095.937500
Splitting cluster 6 changes total score from -211895648.000000 to -211924288.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 7 (15267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Entering Unmasked Estep 
Score: -1396912.875000 Penalty: 2389.095215
	Iteration 0F: 2 clusters Score -1396913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1386169.625000 Penalty: 4778.190430
	Iteration 0F: 3 clusters Score -1386170 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1393945.250000 Penalty: 4778.190430
	Iteration 1F: 3 clusters Score -1393945 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1398757.500000 Penalty: 4778.190430
	Iteration 2F: 3 clusters Score -1398758 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1401005.125000 Penalty: 4778.190430
	Iteration 3F: 3 clusters Score -1401005 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1401881.750000 Penalty: 4778.190430
	Iteration 4F: 3 clusters Score -1401882 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1402247.375000 Penalty: 4778.190430
	Iteration 5Q: 3 clusters Score -1402247 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1402400.375000 Penalty: 4778.190430
	Iteration 6Q: 3 clusters Score -1402400 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1402488.500000 Penalty: 4778.190430
	Iteration 7Q: 3 clusters Score -1402488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1402537.125000 Penalty: 4778.190430
	Iteration 8Q: 3 clusters Score -1402537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1402582.125000 Penalty: 4778.190430
	Iteration 9Q: 3 clusters Score -1402582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1402627.750000 Penalty: 4778.190430
	Iteration 10Q: 3 clusters Score -1402628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1402675.875000 Penalty: 4778.190430
	Iteration 11Q: 3 clusters Score -1402676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1402720.500000 Penalty: 4778.190430
	Iteration 12Q: 3 clusters Score -1402720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1402767.000000 Penalty: 4778.190430
	Iteration 13Q: 3 clusters Score -1402767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1402807.875000 Penalty: 4778.190430
	Iteration 14Q: 3 clusters Score -1402808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1402850.750000 Penalty: 4778.190430
	Iteration 15Q: 3 clusters Score -1402851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1402873.500000 Penalty: 4778.190430
	Iteration 16Q: 3 clusters Score -1402874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1402900.500000 Penalty: 4778.190430
	Iteration 17Q: 3 clusters Score -1402900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1402913.125000 Penalty: 4778.190430
	Iteration 18Q: 3 clusters Score -1402913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1402924.250000 Penalty: 4778.190430
	Iteration 19Q: 3 clusters Score -1402924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1402939.500000 Penalty: 4778.190430
	Iteration 20F: 3 clusters Score -1402940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1402950.750000 Penalty: 4778.190430
	Iteration 21Q: 3 clusters Score -1402951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1402962.250000 Penalty: 4778.190430
	Iteration 22Q: 3 clusters Score -1402962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1402973.000000 Penalty: 4778.190430
	Iteration 23Q: 3 clusters Score -1402973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1402978.000000 Penalty: 4778.190430
	Iteration 24Q: 3 clusters Score -1402978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1403001.625000 Penalty: 4778.190430
	Iteration 25Q: 3 clusters Score -1403002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1403012.625000 Penalty: 4778.190430
	Iteration 26Q: 3 clusters Score -1403013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1403025.625000 Penalty: 4778.190430
	Iteration 27Q: 3 clusters Score -1403026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1403031.500000 Penalty: 4778.190430
	Iteration 28Q: 3 clusters Score -1403032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1403032.875000 Penalty: 4778.190430
	Iteration 29Q: 3 clusters Score -1403033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1403041.375000 Penalty: 4778.190430
	Iteration 30Q: 3 clusters Score -1403041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1403047.875000 Penalty: 4778.190430
	Iteration 31Q: 3 clusters Score -1403048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1403054.625000 Penalty: 4778.190430
	Iteration 32Q: 3 clusters Score -1403055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1403060.750000 Penalty: 4778.190430
	Iteration 33Q: 3 clusters Score -1403061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1403069.375000 Penalty: 4778.190430
	Iteration 34Q: 3 clusters Score -1403069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1403079.250000 Penalty: 4778.190430
	Iteration 35Q: 3 clusters Score -1403079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1403090.000000 Penalty: 4778.190430
	Iteration 36Q: 3 clusters Score -1403090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1403097.125000 Penalty: 4778.190430
	Iteration 37Q: 3 clusters Score -1403097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1403115.000000 Penalty: 4778.190430
	Iteration 38Q: 3 clusters Score -1403115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1403136.500000 Penalty: 4778.190430
	Iteration 39Q: 3 clusters Score -1403136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1403155.125000 Penalty: 4778.190430
	Iteration 40F: 3 clusters Score -1403155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1403171.000000 Penalty: 4778.190430
	Iteration 41Q: 3 clusters Score -1403171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1403192.375000 Penalty: 4778.190430
	Iteration 42Q: 3 clusters Score -1403192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1403214.000000 Penalty: 4778.190430
	Iteration 43Q: 3 clusters Score -1403214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1403234.000000 Penalty: 4778.190430
	Iteration 44Q: 3 clusters Score -1403234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1403257.000000 Penalty: 4778.190430
	Iteration 45Q: 3 clusters Score -1403257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1403274.000000 Penalty: 4778.190430
	Iteration 46Q: 3 clusters Score -1403274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1403288.875000 Penalty: 4778.190430
	Iteration 47Q: 3 clusters Score -1403289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1403305.375000 Penalty: 4778.190430
	Iteration 48Q: 3 clusters Score -1403305 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1403328.875000 Penalty: 4778.190430
	Iteration 49Q: 3 clusters Score -1403329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1403346.500000 Penalty: 4778.190430
	Iteration 50Q: 3 clusters Score -1403346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1403363.625000 Penalty: 4778.190430
	Iteration 51Q: 3 clusters Score -1403364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1403387.125000 Penalty: 4778.190430
	Iteration 52Q: 3 clusters Score -1403387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1403407.875000 Penalty: 4778.190430
	Iteration 53Q: 3 clusters Score -1403408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1403427.375000 Penalty: 4778.190430
	Iteration 54Q: 3 clusters Score -1403427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1403447.750000 Penalty: 4778.190430
	Iteration 55Q: 3 clusters Score -1403448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1403458.750000 Penalty: 4778.190430
	Iteration 56Q: 3 clusters Score -1403459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1403477.875000 Penalty: 4778.190430
	Iteration 57Q: 3 clusters Score -1403478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1403489.125000 Penalty: 4778.190430
	Iteration 58Q: 3 clusters Score -1403489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1403505.500000 Penalty: 4778.190430
	Iteration 59Q: 3 clusters Score -1403506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1403520.125000 Penalty: 4778.190430
	Iteration 60F: 3 clusters Score -1403520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1403533.000000 Penalty: 4778.190430
	Iteration 61Q: 3 clusters Score -1403533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1403537.375000 Penalty: 4778.190430
	Iteration 62Q: 3 clusters Score -1403537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1403547.750000 Penalty: 4778.190430
	Iteration 63Q: 3 clusters Score -1403548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1403567.125000 Penalty: 4778.190430
	Iteration 64Q: 3 clusters Score -1403567 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1403580.000000 Penalty: 4778.190430
	Iteration 65Q: 3 clusters Score -1403580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1403591.125000 Penalty: 4778.190430
	Iteration 66Q: 3 clusters Score -1403591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1403606.375000 Penalty: 4778.190430
	Iteration 67Q: 3 clusters Score -1403606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1403614.875000 Penalty: 4778.190430
	Iteration 68Q: 3 clusters Score -1403615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1403619.500000 Penalty: 4778.190430
	Iteration 69Q: 3 clusters Score -1403620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1403618.875000 Penalty: 4778.190430
	Iteration 70Q: 3 clusters Score -1403619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1403632.250000 Penalty: 4778.190430
	Iteration 71Q: 3 clusters Score -1403632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1403638.500000 Penalty: 4778.190430
	Iteration 72Q: 3 clusters Score -1403638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1403645.375000 Penalty: 4778.190430
	Iteration 73Q: 3 clusters Score -1403645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1403652.625000 Penalty: 4778.190430
	Iteration 74Q: 3 clusters Score -1403653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1403659.250000 Penalty: 4778.190430
	Iteration 75Q: 3 clusters Score -1403659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1403665.125000 Penalty: 4778.190430
	Iteration 76Q: 3 clusters Score -1403665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1403682.625000 Penalty: 4778.190430
	Iteration 77Q: 3 clusters Score -1403683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1403685.375000 Penalty: 4778.190430
	Iteration 78Q: 3 clusters Score -1403685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1403695.375000 Penalty: 4778.190430
	Iteration 79Q: 3 clusters Score -1403695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1403705.625000 Penalty: 4778.190430
	Iteration 80F: 3 clusters Score -1403706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1403721.375000 Penalty: 4778.190430
	Iteration 81Q: 3 clusters Score -1403721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1403726.250000 Penalty: 4778.190430
	Iteration 82Q: 3 clusters Score -1403726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1403736.000000 Penalty: 4778.190430
	Iteration 83Q: 3 clusters Score -1403736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1403756.500000 Penalty: 4778.190430
	Iteration 84Q: 3 clusters Score -1403756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1403773.875000 Penalty: 4778.190430
	Iteration 85Q: 3 clusters Score -1403774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1403796.000000 Penalty: 4778.190430
	Iteration 86Q: 3 clusters Score -1403796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1403808.625000 Penalty: 4778.190430
	Iteration 87Q: 3 clusters Score -1403809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1403824.750000 Penalty: 4778.190430
	Iteration 88Q: 3 clusters Score -1403825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1403834.250000 Penalty: 4778.190430
	Iteration 89Q: 3 clusters Score -1403834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1403851.000000 Penalty: 4778.190430
	Iteration 90Q: 3 clusters Score -1403851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1403872.375000 Penalty: 4778.190430
	Iteration 91Q: 3 clusters Score -1403872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1403889.250000 Penalty: 4778.190430
	Iteration 92Q: 3 clusters Score -1403889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1403909.375000 Penalty: 4778.190430
	Iteration 93Q: 3 clusters Score -1403909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1403921.375000 Penalty: 4778.190430
	Iteration 94Q: 3 clusters Score -1403921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1403931.625000 Penalty: 4778.190430
	Iteration 95Q: 3 clusters Score -1403932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1403947.875000 Penalty: 4778.190430
	Iteration 96Q: 3 clusters Score -1403948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1403960.750000 Penalty: 4778.190430
	Iteration 97Q: 3 clusters Score -1403961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1403974.625000 Penalty: 4778.190430
	Iteration 98Q: 3 clusters Score -1403975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1403988.750000 Penalty: 4778.190430
	Iteration 99Q: 3 clusters Score -1403989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1404007.875000 Penalty: 4778.190430
	Iteration 100F: 3 clusters Score -1404008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1404024.250000 Penalty: 4778.190430
	Iteration 101Q: 3 clusters Score -1404024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1404047.250000 Penalty: 4778.190430
	Iteration 102Q: 3 clusters Score -1404047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1404077.250000 Penalty: 4778.190430
	Iteration 103Q: 3 clusters Score -1404077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1404108.875000 Penalty: 4778.190430
	Iteration 104Q: 3 clusters Score -1404109 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1404140.125000 Penalty: 4778.190430
	Iteration 105Q: 3 clusters Score -1404140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1404169.500000 Penalty: 4778.190430
	Iteration 106Q: 3 clusters Score -1404170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1404211.750000 Penalty: 4778.190430
	Iteration 107Q: 3 clusters Score -1404212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1404281.375000 Penalty: 4778.190430
	Iteration 108Q: 3 clusters Score -1404281 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1404365.500000 Penalty: 4778.190430
	Iteration 109Q: 3 clusters Score -1404366 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1404452.000000 Penalty: 4778.190430
	Iteration 110Q: 3 clusters Score -1404452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1404521.750000 Penalty: 4778.190430
	Iteration 111Q: 3 clusters Score -1404522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1404607.000000 Penalty: 4778.190430
	Iteration 112Q: 3 clusters Score -1404607 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1404656.500000 Penalty: 4778.190430
	Iteration 113Q: 3 clusters Score -1404656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1404701.000000 Penalty: 4778.190430
	Iteration 114Q: 3 clusters Score -1404701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1404734.875000 Penalty: 4778.190430
	Iteration 115Q: 3 clusters Score -1404735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1404763.125000 Penalty: 4778.190430
	Iteration 116Q: 3 clusters Score -1404763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1404790.000000 Penalty: 4778.190430
	Iteration 117Q: 3 clusters Score -1404790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1404811.625000 Penalty: 4778.190430
	Iteration 118Q: 3 clusters Score -1404812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1404830.375000 Penalty: 4778.190430
	Iteration 119Q: 3 clusters Score -1404830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1404905.875000 Penalty: 4778.190430
	Iteration 120F: 3 clusters Score -1404906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1404973.875000 Penalty: 4778.190430
	Iteration 121Q: 3 clusters Score -1404974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1405059.000000 Penalty: 4778.190430
	Iteration 122Q: 3 clusters Score -1405059 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1405145.875000 Penalty: 4778.190430
	Iteration 123Q: 3 clusters Score -1405146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1405263.875000 Penalty: 4778.190430
	Iteration 124Q: 3 clusters Score -1405264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1405390.000000 Penalty: 4778.190430
	Iteration 125Q: 3 clusters Score -1405390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1405479.750000 Penalty: 4778.190430
	Iteration 126Q: 3 clusters Score -1405480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1405526.875000 Penalty: 4778.190430
	Iteration 127Q: 3 clusters Score -1405527 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1405549.875000 Penalty: 4778.190430
	Iteration 128Q: 3 clusters Score -1405550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1405567.125000 Penalty: 4778.190430
	Iteration 129Q: 3 clusters Score -1405567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1405578.500000 Penalty: 4778.190430
	Iteration 130Q: 3 clusters Score -1405578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1405586.375000 Penalty: 4778.190430
	Iteration 131Q: 3 clusters Score -1405586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1405593.375000 Penalty: 4778.190430
	Iteration 132Q: 3 clusters Score -1405593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1405599.000000 Penalty: 4778.190430
	Iteration 133Q: 3 clusters Score -1405599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1405604.500000 Penalty: 4778.190430
	Iteration 134Q: 3 clusters Score -1405604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1405607.500000 Penalty: 4778.190430
	Iteration 135Q: 3 clusters Score -1405608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1405613.625000 Penalty: 4778.190430
	Iteration 136Q: 3 clusters Score -1405614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1405614.875000 Penalty: 4778.190430
	Iteration 137Q: 3 clusters Score -1405615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1405616.625000 Penalty: 4778.190430
	Iteration 138Q: 3 clusters Score -1405617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1405618.375000 Penalty: 4778.190430
	Iteration 139Q: 3 clusters Score -1405618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1405625.875000 Penalty: 4778.190430
	Iteration 140F: 3 clusters Score -1405626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1405624.625000 Penalty: 4778.190430
	Iteration 141Q: 3 clusters Score -1405625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1405623.375000 Penalty: 4778.190430
	Iteration 142Q: 3 clusters Score -1405623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1405627.000000 Penalty: 4778.190430
	Iteration 143Q: 3 clusters Score -1405627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1405629.250000 Penalty: 4778.190430
	Iteration 144Q: 3 clusters Score -1405629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1405627.375000 Penalty: 4778.190430
	Iteration 145Q: 3 clusters Score -1405627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1405629.625000 Penalty: 4778.190430
	Iteration 146Q: 3 clusters Score -1405630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1405629.125000 Penalty: 4778.190430
	Iteration 147Q: 3 clusters Score -1405629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1405630.625000 Penalty: 4778.190430
	Iteration 148Q: 3 clusters Score -1405631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1405631.500000 Penalty: 4778.190430
	Iteration 149Q: 3 clusters Score -1405632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1405630.125000 Penalty: 4778.190430
	Iteration 150Q: 3 clusters Score -1405630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1405630.125000 Penalty: 4778.190430
	Iteration 151F: 3 clusters Score -1405630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Entering Unmasked Estep 
Score: -211932912.000000 Penalty: 161689.031250
Splitting cluster 7 changes total score from -211895648.000000 to -211932912.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 8 (141074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Entering Unmasked Estep 
Score: -16281577.000000 Penalty: 2940.545898
	Iteration 0F: 2 clusters Score -1.628158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -16187137.000000 Penalty: 5881.091797
	Iteration 0F: 3 clusters Score -1.618714e+07 nChanged 67339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -16226828.000000 Penalty: 5881.091797
	Iteration 1F: 3 clusters Score -1.622683e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -16228462.000000 Penalty: 5881.091797
	Iteration 2Q: 3 clusters Score -1.622846e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -16230511.000000 Penalty: 5881.091797
	Iteration 3Q: 3 clusters Score -1.623051e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -16233320.000000 Penalty: 5881.091797
	Iteration 4Q: 3 clusters Score -1.623332e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -16236495.000000 Penalty: 5881.091797
	Iteration 5F: 3 clusters Score -1.62365e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -16239673.000000 Penalty: 5881.091797
	Iteration 6F: 3 clusters Score -1.623967e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -16242990.000000 Penalty: 5881.091797
	Iteration 7F: 3 clusters Score -1.624299e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -16247136.000000 Penalty: 5881.091797
	Iteration 8F: 3 clusters Score -1.624714e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -16251816.000000 Penalty: 5881.091797
	Iteration 9F: 3 clusters Score -1.625182e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -16258671.000000 Penalty: 5881.091797
	Iteration 10F: 3 clusters Score -1.625867e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -16267704.000000 Penalty: 5881.091797
	Iteration 11F: 3 clusters Score -1.62677e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -16274825.000000 Penalty: 5881.091797
	Iteration 12F: 3 clusters Score -1.627482e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -16278072.000000 Penalty: 5881.091797
	Iteration 13Q: 3 clusters Score -1.627807e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -16279527.000000 Penalty: 5881.091797
	Iteration 14Q: 3 clusters Score -1.627953e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -16280379.000000 Penalty: 5881.091797
	Iteration 15Q: 3 clusters Score -1.628038e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -16280923.000000 Penalty: 5881.091797
	Iteration 16Q: 3 clusters Score -1.628092e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -16281418.000000 Penalty: 5881.091797
	Iteration 17Q: 3 clusters Score -1.628142e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -16281976.000000 Penalty: 5881.091797
	Iteration 18Q: 3 clusters Score -1.628198e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -16282386.000000 Penalty: 5881.091797
	Iteration 19Q: 3 clusters Score -1.628239e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -16282817.000000 Penalty: 5881.091797
	Iteration 20F: 3 clusters Score -1.628282e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -16283304.000000 Penalty: 5881.091797
	Iteration 21Q: 3 clusters Score -1.62833e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -16283731.000000 Penalty: 5881.091797
	Iteration 22Q: 3 clusters Score -1.628373e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -16284117.000000 Penalty: 5881.091797
	Iteration 23Q: 3 clusters Score -1.628412e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -16284519.000000 Penalty: 5881.091797
	Iteration 24Q: 3 clusters Score -1.628452e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -16284883.000000 Penalty: 5881.091797
	Iteration 25Q: 3 clusters Score -1.628488e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -16285169.000000 Penalty: 5881.091797
	Iteration 26Q: 3 clusters Score -1.628517e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -16285514.000000 Penalty: 5881.091797
	Iteration 27Q: 3 clusters Score -1.628551e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -16285836.000000 Penalty: 5881.091797
	Iteration 28Q: 3 clusters Score -1.628584e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -16286149.000000 Penalty: 5881.091797
	Iteration 29Q: 3 clusters Score -1.628615e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -16286375.000000 Penalty: 5881.091797
	Iteration 30Q: 3 clusters Score -1.628638e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -16286513.000000 Penalty: 5881.091797
	Iteration 31Q: 3 clusters Score -1.628651e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -16286628.000000 Penalty: 5881.091797
	Iteration 32Q: 3 clusters Score -1.628663e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -16286698.000000 Penalty: 5881.091797
	Iteration 33Q: 3 clusters Score -1.62867e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -16286769.000000 Penalty: 5881.091797
	Iteration 34Q: 3 clusters Score -1.628677e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -16286791.000000 Penalty: 5881.091797
	Iteration 35Q: 3 clusters Score -1.628679e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -16286837.000000 Penalty: 5881.091797
	Iteration 36Q: 3 clusters Score -1.628684e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -16286857.000000 Penalty: 5881.091797
	Iteration 37Q: 3 clusters Score -1.628686e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -16286843.000000 Penalty: 5881.091797
	Iteration 38Q: 3 clusters Score -1.628684e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -16286890.000000 Penalty: 5881.091797
	Iteration 39Q: 3 clusters Score -1.628689e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -16286910.000000 Penalty: 5881.091797
	Iteration 40F: 3 clusters Score -1.628691e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -16286949.000000 Penalty: 5881.091797
	Iteration 41Q: 3 clusters Score -1.628695e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -16286973.000000 Penalty: 5881.091797
	Iteration 42Q: 3 clusters Score -1.628697e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -16286953.000000 Penalty: 5881.091797
	Iteration 43Q: 3 clusters Score -1.628695e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -16286955.000000 Penalty: 5881.091797
	Iteration 44Q: 3 clusters Score -1.628696e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -16286964.000000 Penalty: 5881.091797
	Iteration 45Q: 3 clusters Score -1.628696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -16286973.000000 Penalty: 5881.091797
	Iteration 46Q: 3 clusters Score -1.628697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -16286990.000000 Penalty: 5881.091797
	Iteration 47Q: 3 clusters Score -1.628699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -16286995.000000 Penalty: 5881.091797
	Iteration 48Q: 3 clusters Score -1.6287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 87063 members 
Entering Unmasked Estep 
Score: -16286972.000000 Penalty: 5881.091797
	Iteration 49Q: 3 clusters Score -1.628697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -16286976.000000 Penalty: 5881.091797
	Iteration 50Q: 3 clusters Score -1.628698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -16286971.000000 Penalty: 5881.091797
	Iteration 51Q: 3 clusters Score -1.628697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -16286976.000000 Penalty: 5881.091797
	Iteration 52Q: 3 clusters Score -1.628698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -16286977.000000 Penalty: 5881.091797
	Iteration 53Q: 3 clusters Score -1.628698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -16286978.000000 Penalty: 5881.091797
	Iteration 54Q: 3 clusters Score -1.628698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -16286975.000000 Penalty: 5881.091797
	Iteration 55Q: 3 clusters Score -1.628698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -16286982.000000 Penalty: 5881.091797
	Iteration 56Q: 3 clusters Score -1.628698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -16286970.000000 Penalty: 5881.091797
	Iteration 57Q: 3 clusters Score -1.628697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -16286971.000000 Penalty: 5881.091797
	Iteration 58Q: 3 clusters Score -1.628697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -16286959.000000 Penalty: 5881.091797
	Iteration 59Q: 3 clusters Score -1.628696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -16286946.000000 Penalty: 5881.091797
	Iteration 60F: 3 clusters Score -1.628695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -16286962.000000 Penalty: 5881.091797
	Iteration 61Q: 3 clusters Score -1.628696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -16286958.000000 Penalty: 5881.091797
	Iteration 62Q: 3 clusters Score -1.628696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -16286955.000000 Penalty: 5881.091797
	Iteration 63Q: 3 clusters Score -1.628696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -16286956.000000 Penalty: 5881.091797
	Iteration 64Q: 3 clusters Score -1.628696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -16286956.000000 Penalty: 5881.091797
	Iteration 65F: 3 clusters Score -1.628696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Entering Unmasked Estep 
Score: -211934544.000000 Penalty: 165282.109375
Splitting cluster 8 changes total score from -211895648.000000 to -211934544.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 9 (261792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261792 members 
Entering Unmasked Estep 
Score: -30628484.000000 Penalty: 3093.875732
	Iteration 0F: 2 clusters Score -3.062848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -30463654.000000 Penalty: 6187.751465
	Iteration 0F: 3 clusters Score -3.046365e+07 nChanged 126194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137125 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -30539118.000000 Penalty: 6187.751465
	Iteration 1F: 3 clusters Score -3.053912e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141479 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -30541862.000000 Penalty: 6187.751465
	Iteration 2Q: 3 clusters Score -3.054186e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148730 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -30546332.000000 Penalty: 6187.751465
	Iteration 3Q: 3 clusters Score -3.054633e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -30554104.000000 Penalty: 6187.751465
	Iteration 4F: 3 clusters Score -3.05541e+07 nChanged 18857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174909 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -30565096.000000 Penalty: 6187.751465
	Iteration 5F: 3 clusters Score -3.05651e+07 nChanged 21053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -30577042.000000 Penalty: 6187.751465
	Iteration 6F: 3 clusters Score -3.057704e+07 nChanged 19571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210187 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -30587520.000000 Penalty: 6187.751465
	Iteration 7F: 3 clusters Score -3.058752e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224952 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -30596938.000000 Penalty: 6187.751465
	Iteration 8F: 3 clusters Score -3.059694e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236922 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -30605466.000000 Penalty: 6187.751465
	Iteration 9Q: 3 clusters Score -3.060547e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246294 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -30613530.000000 Penalty: 6187.751465
	Iteration 10Q: 3 clusters Score -3.061353e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252663 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -30619096.000000 Penalty: 6187.751465
	Iteration 11Q: 3 clusters Score -3.06191e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256507 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -30622318.000000 Penalty: 6187.751465
	Iteration 12Q: 3 clusters Score -3.062232e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258546 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -30623916.000000 Penalty: 6187.751465
	Iteration 13Q: 3 clusters Score -3.062392e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259555 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -30624660.000000 Penalty: 6187.751465
	Iteration 14Q: 3 clusters Score -3.062466e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260095 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30625238.000000 Penalty: 6187.751465
	Iteration 15Q: 3 clusters Score -3.062524e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260378 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -30625476.000000 Penalty: 6187.751465
	Iteration 16Q: 3 clusters Score -3.062548e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260535 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -30625618.000000 Penalty: 6187.751465
	Iteration 17Q: 3 clusters Score -3.062562e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260635 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -30625716.000000 Penalty: 6187.751465
	Iteration 18Q: 3 clusters Score -3.062572e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260713 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -30625826.000000 Penalty: 6187.751465
	Iteration 19Q: 3 clusters Score -3.062583e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260756 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -30625872.000000 Penalty: 6187.751465
	Iteration 20F: 3 clusters Score -3.062587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260790 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -30625920.000000 Penalty: 6187.751465
	Iteration 21Q: 3 clusters Score -3.062592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260809 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -30625918.000000 Penalty: 6187.751465
	Iteration 22Q: 3 clusters Score -3.062592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260824 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30625932.000000 Penalty: 6187.751465
	Iteration 23Q: 3 clusters Score -3.062593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260844 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -30625938.000000 Penalty: 6187.751465
	Iteration 24Q: 3 clusters Score -3.062594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260855 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30625960.000000 Penalty: 6187.751465
	Iteration 25Q: 3 clusters Score -3.062596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260870 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -30625980.000000 Penalty: 6187.751465
	Iteration 26Q: 3 clusters Score -3.062598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -30625976.000000 Penalty: 6187.751465
	Iteration 27Q: 3 clusters Score -3.062598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260896 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -30626000.000000 Penalty: 6187.751465
	Iteration 28Q: 3 clusters Score -3.0626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260901 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -30625994.000000 Penalty: 6187.751465
	Iteration 29Q: 3 clusters Score -3.062599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260901 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -30626032.000000 Penalty: 6187.751465
	Iteration 30Q: 3 clusters Score -3.062603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260904 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -30626020.000000 Penalty: 6187.751465
	Iteration 31Q: 3 clusters Score -3.062602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260910 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -30626020.000000 Penalty: 6187.751465
	Iteration 32Q: 3 clusters Score -3.062602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260915 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -30626026.000000 Penalty: 6187.751465
	Iteration 33Q: 3 clusters Score -3.062603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260918 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -30626040.000000 Penalty: 6187.751465
	Iteration 34Q: 3 clusters Score -3.062604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260922 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -30626042.000000 Penalty: 6187.751465
	Iteration 35Q: 3 clusters Score -3.062604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -30626054.000000 Penalty: 6187.751465
	Iteration 36Q: 3 clusters Score -3.062605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260928 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -30626058.000000 Penalty: 6187.751465
	Iteration 37Q: 3 clusters Score -3.062606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -30626072.000000 Penalty: 6187.751465
	Iteration 38Q: 3 clusters Score -3.062607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -30626084.000000 Penalty: 6187.751465
	Iteration 39Q: 3 clusters Score -3.062608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -30626086.000000 Penalty: 6187.751465
	Iteration 40F: 3 clusters Score -3.062609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -30626072.000000 Penalty: 6187.751465
	Iteration 41Q: 3 clusters Score -3.062607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260936 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -30626074.000000 Penalty: 6187.751465
	Iteration 42Q: 3 clusters Score -3.062607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -30626086.000000 Penalty: 6187.751465
	Iteration 43Q: 3 clusters Score -3.062609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -30626086.000000 Penalty: 6187.751465
	Iteration 44F: 3 clusters Score -3.062609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Entering Unmasked Estep 
Score: -2797373.750000 Penalty: 2544.055908
	Iteration 0F: 2 clusters Score -2797374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2777876.750000 Penalty: 5088.111816
	Iteration 0F: 3 clusters Score -2777877 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2786248.500000 Penalty: 5088.111816
	Iteration 1F: 3 clusters Score -2786248 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2789166.000000 Penalty: 5088.111816
	Iteration 2F: 3 clusters Score -2789166 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2792757.000000 Penalty: 5088.111816
	Iteration 3F: 3 clusters Score -2792757 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2796313.000000 Penalty: 5088.111816
	Iteration 4F: 3 clusters Score -2796313 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2798988.750000 Penalty: 5088.111816
	Iteration 5F: 3 clusters Score -2798989 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2800362.750000 Penalty: 5088.111816
	Iteration 6F: 3 clusters Score -2800363 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2801112.750000 Penalty: 5088.111816
	Iteration 7Q: 3 clusters Score -2801113 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2801588.500000 Penalty: 5088.111816
	Iteration 8Q: 3 clusters Score -2801588 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2801871.500000 Penalty: 5088.111816
	Iteration 9Q: 3 clusters Score -2801872 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2802080.000000 Penalty: 5088.111816
	Iteration 10Q: 3 clusters Score -2802080 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2802322.500000 Penalty: 5088.111816
	Iteration 11Q: 3 clusters Score -2802322 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2802575.750000 Penalty: 5088.111816
	Iteration 12Q: 3 clusters Score -2802576 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2802798.750000 Penalty: 5088.111816
	Iteration 13Q: 3 clusters Score -2802799 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2802892.500000 Penalty: 5088.111816
	Iteration 14Q: 3 clusters Score -2802892 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2802958.250000 Penalty: 5088.111816
	Iteration 15Q: 3 clusters Score -2802958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2803005.500000 Penalty: 5088.111816
	Iteration 16Q: 3 clusters Score -2803006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2803027.000000 Penalty: 5088.111816
	Iteration 17Q: 3 clusters Score -2803027 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2803049.250000 Penalty: 5088.111816
	Iteration 18Q: 3 clusters Score -2803049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2803062.000000 Penalty: 5088.111816
	Iteration 19Q: 3 clusters Score -2803062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2803067.250000 Penalty: 5088.111816
	Iteration 20F: 3 clusters Score -2803067 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2803072.750000 Penalty: 5088.111816
	Iteration 21Q: 3 clusters Score -2803073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2803075.750000 Penalty: 5088.111816
	Iteration 22Q: 3 clusters Score -2803076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2803093.250000 Penalty: 5088.111816
	Iteration 23Q: 3 clusters Score -2803093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2803096.000000 Penalty: 5088.111816
	Iteration 24Q: 3 clusters Score -2803096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2803107.500000 Penalty: 5088.111816
	Iteration 25Q: 3 clusters Score -2803108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2803110.750000 Penalty: 5088.111816
	Iteration 26Q: 3 clusters Score -2803111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2803125.250000 Penalty: 5088.111816
	Iteration 27Q: 3 clusters Score -2803125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2803128.000000 Penalty: 5088.111816
	Iteration 28Q: 3 clusters Score -2803128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2803137.750000 Penalty: 5088.111816
	Iteration 29Q: 3 clusters Score -2803138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2803139.500000 Penalty: 5088.111816
	Iteration 30Q: 3 clusters Score -2803140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2803141.000000 Penalty: 5088.111816
	Iteration 31Q: 3 clusters Score -2803141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2803142.250000 Penalty: 5088.111816
	Iteration 32Q: 3 clusters Score -2803142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2803148.000000 Penalty: 5088.111816
	Iteration 33Q: 3 clusters Score -2803148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2803153.000000 Penalty: 5088.111816
	Iteration 34Q: 3 clusters Score -2803153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2803154.250000 Penalty: 5088.111816
	Iteration 35Q: 3 clusters Score -2803154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2803160.250000 Penalty: 5088.111816
	Iteration 36Q: 3 clusters Score -2803160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2803168.000000 Penalty: 5088.111816
	Iteration 37Q: 3 clusters Score -2803168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2803168.500000 Penalty: 5088.111816
	Iteration 38Q: 3 clusters Score -2803168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2803168.000000 Penalty: 5088.111816
	Iteration 39Q: 3 clusters Score -2803168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2803187.000000 Penalty: 5088.111816
	Iteration 40F: 3 clusters Score -2803187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2803202.250000 Penalty: 5088.111816
	Iteration 41Q: 3 clusters Score -2803202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2803224.000000 Penalty: 5088.111816
	Iteration 42Q: 3 clusters Score -2803224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2803243.500000 Penalty: 5088.111816
	Iteration 43Q: 3 clusters Score -2803244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2803261.000000 Penalty: 5088.111816
	Iteration 44Q: 3 clusters Score -2803261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2803273.000000 Penalty: 5088.111816
	Iteration 45Q: 3 clusters Score -2803273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2803299.750000 Penalty: 5088.111816
	Iteration 46Q: 3 clusters Score -2803300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2803309.750000 Penalty: 5088.111816
	Iteration 47Q: 3 clusters Score -2803310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2803333.500000 Penalty: 5088.111816
	Iteration 48Q: 3 clusters Score -2803334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2803347.750000 Penalty: 5088.111816
	Iteration 49Q: 3 clusters Score -2803348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2803343.500000 Penalty: 5088.111816
	Iteration 50Q: 3 clusters Score -2803344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2803358.250000 Penalty: 5088.111816
	Iteration 51Q: 3 clusters Score -2803358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2803364.500000 Penalty: 5088.111816
	Iteration 52Q: 3 clusters Score -2803364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2803371.250000 Penalty: 5088.111816
	Iteration 53Q: 3 clusters Score -2803371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2803370.250000 Penalty: 5088.111816
	Iteration 54Q: 3 clusters Score -2803370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2803371.250000 Penalty: 5088.111816
	Iteration 55Q: 3 clusters Score -2803371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2803375.000000 Penalty: 5088.111816
	Iteration 56Q: 3 clusters Score -2803375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2803373.000000 Penalty: 5088.111816
	Iteration 57Q: 3 clusters Score -2803373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2803371.750000 Penalty: 5088.111816
	Iteration 58Q: 3 clusters Score -2803372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2803374.000000 Penalty: 5088.111816
	Iteration 59Q: 3 clusters Score -2803374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2803367.250000 Penalty: 5088.111816
	Iteration 60F: 3 clusters Score -2803367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2803368.250000 Penalty: 5088.111816
	Iteration 61Q: 3 clusters Score -2803368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2803365.250000 Penalty: 5088.111816
	Iteration 62Q: 3 clusters Score -2803365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2803371.250000 Penalty: 5088.111816
	Iteration 63Q: 3 clusters Score -2803371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2803371.500000 Penalty: 5088.111816
	Iteration 64Q: 3 clusters Score -2803372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2803378.250000 Penalty: 5088.111816
	Iteration 65Q: 3 clusters Score -2803378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2803379.000000 Penalty: 5088.111816
	Iteration 66Q: 3 clusters Score -2803379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2803382.500000 Penalty: 5088.111816
	Iteration 67Q: 3 clusters Score -2803382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2803383.250000 Penalty: 5088.111816
	Iteration 68Q: 3 clusters Score -2803383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2803382.750000 Penalty: 5088.111816
	Iteration 69Q: 3 clusters Score -2803383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2803389.250000 Penalty: 5088.111816
	Iteration 70Q: 3 clusters Score -2803389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2803383.500000 Penalty: 5088.111816
	Iteration 71Q: 3 clusters Score -2803384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2803387.250000 Penalty: 5088.111816
	Iteration 72Q: 3 clusters Score -2803387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2803390.750000 Penalty: 5088.111816
	Iteration 73Q: 3 clusters Score -2803391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2803388.500000 Penalty: 5088.111816
	Iteration 74Q: 3 clusters Score -2803388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2803393.250000 Penalty: 5088.111816
	Iteration 75Q: 3 clusters Score -2803393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2803395.250000 Penalty: 5088.111816
	Iteration 76Q: 3 clusters Score -2803395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2803397.000000 Penalty: 5088.111816
	Iteration 77Q: 3 clusters Score -2803397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2803398.500000 Penalty: 5088.111816
	Iteration 78Q: 3 clusters Score -2803398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2803397.750000 Penalty: 5088.111816
	Iteration 79Q: 3 clusters Score -2803398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2803395.750000 Penalty: 5088.111816
	Iteration 80F: 3 clusters Score -2803396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2803392.750000 Penalty: 5088.111816
	Iteration 81Q: 3 clusters Score -2803393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2803393.250000 Penalty: 5088.111816
	Iteration 82Q: 3 clusters Score -2803393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2803399.500000 Penalty: 5088.111816
	Iteration 83Q: 3 clusters Score -2803400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2803402.000000 Penalty: 5088.111816
	Iteration 84Q: 3 clusters Score -2803402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2803398.250000 Penalty: 5088.111816
	Iteration 85Q: 3 clusters Score -2803398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2803398.250000 Penalty: 5088.111816
	Iteration 86F: 3 clusters Score -2803398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Entering Unmasked Estep 
Score: -211938368.000000 Penalty: 168875.203125
Splitting cluster 10 changes total score from -211895648.000000 to -211938368.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -784559.437500 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -784559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -778572.625000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -778572.6 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -780977.375000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -780977.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -781813.750000 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -781813.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -782439.750000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -782439.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -782872.125000 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -782872.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -783132.687500 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -783132.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -783288.687500 Penalty: 4426.761230
	Iteration 6Q: 3 clusters Score -783288.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -783392.875000 Penalty: 4426.761230
	Iteration 7Q: 3 clusters Score -783392.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -783474.625000 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -783474.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -783553.000000 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -783553 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -783612.312500 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -783612.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -783675.562500 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -783675.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -783717.625000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -783717.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -783751.062500 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -783751.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -783793.187500 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -783793.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -783825.937500 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -783825.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -783861.937500 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -783861.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -783909.375000 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -783909.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -783951.750000 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -783951.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -783980.500000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -783980.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -784011.437500 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -784011.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -784044.375000 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -784044.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -784067.000000 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -784067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -784078.750000 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -784078.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -784095.125000 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -784095.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -784119.125000 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -784119.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -784143.062500 Penalty: 4426.761230
	Iteration 26Q: 3 clusters Score -784143.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -784179.187500 Penalty: 4426.761230
	Iteration 27Q: 3 clusters Score -784179.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -784212.875000 Penalty: 4426.761230
	Iteration 28Q: 3 clusters Score -784212.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -784255.125000 Penalty: 4426.761230
	Iteration 29Q: 3 clusters Score -784255.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -784321.562500 Penalty: 4426.761230
	Iteration 30Q: 3 clusters Score -784321.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -784436.625000 Penalty: 4426.761230
	Iteration 31Q: 3 clusters Score -784436.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -784576.000000 Penalty: 4426.761230
	Iteration 32Q: 3 clusters Score -784576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -784744.187500 Penalty: 4426.761230
	Iteration 33Q: 3 clusters Score -784744.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -785012.437500 Penalty: 4426.761230
	Iteration 34Q: 3 clusters Score -785012.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -785487.187500 Penalty: 4426.761230
	Iteration 35Q: 3 clusters Score -785487.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -785941.750000 Penalty: 4426.761230
	Iteration 36Q: 3 clusters Score -785941.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -786139.250000 Penalty: 4426.761230
	Iteration 37Q: 3 clusters Score -786139.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -786269.125000 Penalty: 4426.761230
	Iteration 38Q: 3 clusters Score -786269.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -786366.375000 Penalty: 4426.761230
	Iteration 39Q: 3 clusters Score -786366.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -786462.750000 Penalty: 4426.761230
	Iteration 40F: 3 clusters Score -786462.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -786536.625000 Penalty: 4426.761230
	Iteration 41Q: 3 clusters Score -786536.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -786587.062500 Penalty: 4426.761230
	Iteration 42Q: 3 clusters Score -786587.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -786618.375000 Penalty: 4426.761230
	Iteration 43Q: 3 clusters Score -786618.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -786639.312500 Penalty: 4426.761230
	Iteration 44Q: 3 clusters Score -786639.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -786651.500000 Penalty: 4426.761230
	Iteration 45Q: 3 clusters Score -786651.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -786659.125000 Penalty: 4426.761230
	Iteration 46Q: 3 clusters Score -786659.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -786666.812500 Penalty: 4426.761230
	Iteration 47Q: 3 clusters Score -786666.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -786675.062500 Penalty: 4426.761230
	Iteration 48Q: 3 clusters Score -786675.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -786677.812500 Penalty: 4426.761230
	Iteration 49Q: 3 clusters Score -786677.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -786681.562500 Penalty: 4426.761230
	Iteration 50Q: 3 clusters Score -786681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -786683.562500 Penalty: 4426.761230
	Iteration 51Q: 3 clusters Score -786683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -786685.500000 Penalty: 4426.761230
	Iteration 52Q: 3 clusters Score -786685.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -786688.937500 Penalty: 4426.761230
	Iteration 53Q: 3 clusters Score -786688.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -786693.000000 Penalty: 4426.761230
	Iteration 54Q: 3 clusters Score -786693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -786695.687500 Penalty: 4426.761230
	Iteration 55Q: 3 clusters Score -786695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -786698.625000 Penalty: 4426.761230
	Iteration 56Q: 3 clusters Score -786698.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -786701.125000 Penalty: 4426.761230
	Iteration 57Q: 3 clusters Score -786701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -786706.875000 Penalty: 4426.761230
	Iteration 58Q: 3 clusters Score -786706.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -786711.562500 Penalty: 4426.761230
	Iteration 59Q: 3 clusters Score -786711.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -786721.375000 Penalty: 4426.761230
	Iteration 60F: 3 clusters Score -786721.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -786723.562500 Penalty: 4426.761230
	Iteration 61Q: 3 clusters Score -786723.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -786728.000000 Penalty: 4426.761230
	Iteration 62Q: 3 clusters Score -786728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -786733.187500 Penalty: 4426.761230
	Iteration 63Q: 3 clusters Score -786733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -786734.375000 Penalty: 4426.761230
	Iteration 64Q: 3 clusters Score -786734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -786738.812500 Penalty: 4426.761230
	Iteration 65Q: 3 clusters Score -786738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -786738.750000 Penalty: 4426.761230
	Iteration 66Q: 3 clusters Score -786738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -786741.125000 Penalty: 4426.761230
	Iteration 67Q: 3 clusters Score -786741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -786739.875000 Penalty: 4426.761230
	Iteration 68Q: 3 clusters Score -786739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -786742.062500 Penalty: 4426.761230
	Iteration 69Q: 3 clusters Score -786742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -786742.062500 Penalty: 4426.761230
	Iteration 70F: 3 clusters Score -786742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Entering Unmasked Estep 
Score: -211939808.000000 Penalty: 172468.296875
Splitting cluster 11 changes total score from -211895648.000000 to -211939808.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 12 (195984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195984 members 
Entering Unmasked Estep 
Score: -20753406.000000 Penalty: 3022.075439
	Iteration 0F: 2 clusters Score -2.075341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -20622314.000000 Penalty: 6044.150879
	Iteration 0F: 3 clusters Score -2.062231e+07 nChanged 94251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -20678918.000000 Penalty: 6044.150879
	Iteration 1F: 3 clusters Score -2.067892e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -20681288.000000 Penalty: 6044.150879
	Iteration 2Q: 3 clusters Score -2.068129e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -20684370.000000 Penalty: 6044.150879
	Iteration 3Q: 3 clusters Score -2.068437e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -20688310.000000 Penalty: 6044.150879
	Iteration 4Q: 3 clusters Score -2.068831e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -20693342.000000 Penalty: 6044.150879
	Iteration 5F: 3 clusters Score -2.069334e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -20699606.000000 Penalty: 6044.150879
	Iteration 6F: 3 clusters Score -2.069961e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -20706738.000000 Penalty: 6044.150879
	Iteration 7F: 3 clusters Score -2.070674e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139191 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -20714994.000000 Penalty: 6044.150879
	Iteration 8F: 3 clusters Score -2.071499e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -20723168.000000 Penalty: 6044.150879
	Iteration 9F: 3 clusters Score -2.072317e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -20730194.000000 Penalty: 6044.150879
	Iteration 10F: 3 clusters Score -2.073019e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -20736462.000000 Penalty: 6044.150879
	Iteration 11Q: 3 clusters Score -2.073646e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -20741282.000000 Penalty: 6044.150879
	Iteration 12Q: 3 clusters Score -2.074128e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -20744800.000000 Penalty: 6044.150879
	Iteration 13Q: 3 clusters Score -2.07448e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185291 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -20747290.000000 Penalty: 6044.150879
	Iteration 14Q: 3 clusters Score -2.074729e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188183 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -20748944.000000 Penalty: 6044.150879
	Iteration 15Q: 3 clusters Score -2.074894e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190066 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -20749946.000000 Penalty: 6044.150879
	Iteration 16Q: 3 clusters Score -2.074995e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191305 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -20750518.000000 Penalty: 6044.150879
	Iteration 17Q: 3 clusters Score -2.075052e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192141 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -20750888.000000 Penalty: 6044.150879
	Iteration 18Q: 3 clusters Score -2.075089e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -20751138.000000 Penalty: 6044.150879
	Iteration 19Q: 3 clusters Score -2.075114e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193004 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -20751386.000000 Penalty: 6044.150879
	Iteration 20F: 3 clusters Score -2.075139e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193244 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -20751526.000000 Penalty: 6044.150879
	Iteration 21Q: 3 clusters Score -2.075153e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193409 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20751598.000000 Penalty: 6044.150879
	Iteration 22Q: 3 clusters Score -2.07516e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193534 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20751738.000000 Penalty: 6044.150879
	Iteration 23Q: 3 clusters Score -2.075174e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -20751846.000000 Penalty: 6044.150879
	Iteration 24Q: 3 clusters Score -2.075185e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20751926.000000 Penalty: 6044.150879
	Iteration 25Q: 3 clusters Score -2.075193e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193759 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -20751962.000000 Penalty: 6044.150879
	Iteration 26Q: 3 clusters Score -2.075196e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20752014.000000 Penalty: 6044.150879
	Iteration 27Q: 3 clusters Score -2.075201e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193838 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20752044.000000 Penalty: 6044.150879
	Iteration 28Q: 3 clusters Score -2.075204e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193858 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20752042.000000 Penalty: 6044.150879
	Iteration 29Q: 3 clusters Score -2.075204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193881 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -20752038.000000 Penalty: 6044.150879
	Iteration 30Q: 3 clusters Score -2.075204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193898 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20752068.000000 Penalty: 6044.150879
	Iteration 31Q: 3 clusters Score -2.075207e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193920 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20752088.000000 Penalty: 6044.150879
	Iteration 32Q: 3 clusters Score -2.075209e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193944 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20752104.000000 Penalty: 6044.150879
	Iteration 33Q: 3 clusters Score -2.07521e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193974 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20752162.000000 Penalty: 6044.150879
	Iteration 34Q: 3 clusters Score -2.075216e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193998 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -20752202.000000 Penalty: 6044.150879
	Iteration 35Q: 3 clusters Score -2.07522e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -20752216.000000 Penalty: 6044.150879
	Iteration 36Q: 3 clusters Score -2.075222e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20752264.000000 Penalty: 6044.150879
	Iteration 37Q: 3 clusters Score -2.075226e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194036 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20752326.000000 Penalty: 6044.150879
	Iteration 38Q: 3 clusters Score -2.075233e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194028 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20752350.000000 Penalty: 6044.150879
	Iteration 39Q: 3 clusters Score -2.075235e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20752408.000000 Penalty: 6044.150879
	Iteration 40F: 3 clusters Score -2.075241e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193990 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -20752438.000000 Penalty: 6044.150879
	Iteration 41Q: 3 clusters Score -2.075244e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193966 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -20752456.000000 Penalty: 6044.150879
	Iteration 42Q: 3 clusters Score -2.075246e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193944 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20752476.000000 Penalty: 6044.150879
	Iteration 43Q: 3 clusters Score -2.075248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193914 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -20752540.000000 Penalty: 6044.150879
	Iteration 44Q: 3 clusters Score -2.075254e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -20752536.000000 Penalty: 6044.150879
	Iteration 45Q: 3 clusters Score -2.075254e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -20752526.000000 Penalty: 6044.150879
	Iteration 46Q: 3 clusters Score -2.075253e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193842 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20752622.000000 Penalty: 6044.150879
	Iteration 47Q: 3 clusters Score -2.075262e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -20752692.000000 Penalty: 6044.150879
	Iteration 48Q: 3 clusters Score -2.075269e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193754 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -20752772.000000 Penalty: 6044.150879
	Iteration 49Q: 3 clusters Score -2.075277e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193702 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20752880.000000 Penalty: 6044.150879
	Iteration 50Q: 3 clusters Score -2.075288e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193608 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -20753090.000000 Penalty: 6044.150879
	Iteration 51Q: 3 clusters Score -2.075309e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193475 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -20753290.000000 Penalty: 6044.150879
	Iteration 52Q: 3 clusters Score -2.075329e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193337 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -20753408.000000 Penalty: 6044.150879
	Iteration 53Q: 3 clusters Score -2.075341e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193242 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -20753464.000000 Penalty: 6044.150879
	Iteration 54Q: 3 clusters Score -2.075346e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193177 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -20753484.000000 Penalty: 6044.150879
	Iteration 55Q: 3 clusters Score -2.075348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193124 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -20753518.000000 Penalty: 6044.150879
	Iteration 56Q: 3 clusters Score -2.075352e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193069 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -20753532.000000 Penalty: 6044.150879
	Iteration 57Q: 3 clusters Score -2.075353e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193032 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -20753570.000000 Penalty: 6044.150879
	Iteration 58Q: 3 clusters Score -2.075357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192999 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -20753588.000000 Penalty: 6044.150879
	Iteration 59Q: 3 clusters Score -2.075359e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192962 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -20753762.000000 Penalty: 6044.150879
	Iteration 60F: 3 clusters Score -2.075376e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -20753918.000000 Penalty: 6044.150879
	Iteration 61Q: 3 clusters Score -2.075392e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192572 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -20754086.000000 Penalty: 6044.150879
	Iteration 62Q: 3 clusters Score -2.075409e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192446 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -20754148.000000 Penalty: 6044.150879
	Iteration 63Q: 3 clusters Score -2.075415e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192325 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -20754238.000000 Penalty: 6044.150879
	Iteration 64Q: 3 clusters Score -2.075424e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192196 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -20754350.000000 Penalty: 6044.150879
	Iteration 65Q: 3 clusters Score -2.075435e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192089 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -20754424.000000 Penalty: 6044.150879
	Iteration 66Q: 3 clusters Score -2.075442e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191988 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -20754420.000000 Penalty: 6044.150879
	Iteration 67Q: 3 clusters Score -2.075442e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191907 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -20754442.000000 Penalty: 6044.150879
	Iteration 68Q: 3 clusters Score -2.075444e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191852 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -20754460.000000 Penalty: 6044.150879
	Iteration 69Q: 3 clusters Score -2.075446e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191809 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -20754496.000000 Penalty: 6044.150879
	Iteration 70Q: 3 clusters Score -2.07545e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191783 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20754528.000000 Penalty: 6044.150879
	Iteration 71Q: 3 clusters Score -2.075453e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191752 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -20754516.000000 Penalty: 6044.150879
	Iteration 72Q: 3 clusters Score -2.075452e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191714 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -20754518.000000 Penalty: 6044.150879
	Iteration 73Q: 3 clusters Score -2.075452e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191697 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -20754538.000000 Penalty: 6044.150879
	Iteration 74Q: 3 clusters Score -2.075454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191688 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -20754538.000000 Penalty: 6044.150879
	Iteration 75Q: 3 clusters Score -2.075454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191682 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -20754596.000000 Penalty: 6044.150879
	Iteration 76Q: 3 clusters Score -2.07546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191669 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -20754602.000000 Penalty: 6044.150879
	Iteration 77Q: 3 clusters Score -2.07546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191652 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -20754590.000000 Penalty: 6044.150879
	Iteration 78Q: 3 clusters Score -2.075459e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191642 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -20754596.000000 Penalty: 6044.150879
	Iteration 79Q: 3 clusters Score -2.07546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191634 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -20754656.000000 Penalty: 6044.150879
	Iteration 80F: 3 clusters Score -2.075466e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191583 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -20754692.000000 Penalty: 6044.150879
	Iteration 81Q: 3 clusters Score -2.075469e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191526 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -20754708.000000 Penalty: 6044.150879
	Iteration 82Q: 3 clusters Score -2.075471e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -20754684.000000 Penalty: 6044.150879
	Iteration 83Q: 3 clusters Score -2.075468e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191476 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -20754722.000000 Penalty: 6044.150879
	Iteration 84Q: 3 clusters Score -2.075472e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191462 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -20754736.000000 Penalty: 6044.150879
	Iteration 85Q: 3 clusters Score -2.075474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191478 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -20754774.000000 Penalty: 6044.150879
	Iteration 86Q: 3 clusters Score -2.075477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191485 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -20754788.000000 Penalty: 6044.150879
	Iteration 87Q: 3 clusters Score -2.075479e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191493 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -20754782.000000 Penalty: 6044.150879
	Iteration 88Q: 3 clusters Score -2.075478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191499 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -20754764.000000 Penalty: 6044.150879
	Iteration 89Q: 3 clusters Score -2.075476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191493 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -20754768.000000 Penalty: 6044.150879
	Iteration 90Q: 3 clusters Score -2.075477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191495 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -20754756.000000 Penalty: 6044.150879
	Iteration 91Q: 3 clusters Score -2.075476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191496 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -20754768.000000 Penalty: 6044.150879
	Iteration 92Q: 3 clusters Score -2.075477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191495 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -20754756.000000 Penalty: 6044.150879
	Iteration 93Q: 3 clusters Score -2.075476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191498 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -20754762.000000 Penalty: 6044.150879
	Iteration 94Q: 3 clusters Score -2.075476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -20754758.000000 Penalty: 6044.150879
	Iteration 95Q: 3 clusters Score -2.075476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191504 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -20754764.000000 Penalty: 6044.150879
	Iteration 96Q: 3 clusters Score -2.075476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191506 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -20754752.000000 Penalty: 6044.150879
	Iteration 97Q: 3 clusters Score -2.075475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191505 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -20754748.000000 Penalty: 6044.150879
	Iteration 98Q: 3 clusters Score -2.075475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191505 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -20754748.000000 Penalty: 6044.150879
	Iteration 99F: 3 clusters Score -2.075475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 22936 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Entering Unmasked Estep 
Score: -211941648.000000 Penalty: 176061.390625
Splitting cluster 12 changes total score from -211895648.000000 to -211941648.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 13 (22936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Entering Unmasked Estep 
Score: -2551371.250000 Penalty: 2490.034912
	Iteration 0F: 2 clusters Score -2551371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2535449.500000 Penalty: 4980.069824
	Iteration 0F: 3 clusters Score -2535450 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2542267.750000 Penalty: 4980.069824
	Iteration 1F: 3 clusters Score -2542268 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2545555.500000 Penalty: 4980.069824
	Iteration 2F: 3 clusters Score -2545556 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2550385.250000 Penalty: 4980.069824
	Iteration 3F: 3 clusters Score -2550385 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2553168.250000 Penalty: 4980.069824
	Iteration 4F: 3 clusters Score -2553168 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2553990.500000 Penalty: 4980.069824
	Iteration 5F: 3 clusters Score -2553990 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2554246.000000 Penalty: 4980.069824
	Iteration 6Q: 3 clusters Score -2554246 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2554374.250000 Penalty: 4980.069824
	Iteration 7Q: 3 clusters Score -2554374 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2554475.500000 Penalty: 4980.069824
	Iteration 8Q: 3 clusters Score -2554476 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2554550.500000 Penalty: 4980.069824
	Iteration 9Q: 3 clusters Score -2554550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2554590.750000 Penalty: 4980.069824
	Iteration 10Q: 3 clusters Score -2554591 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2554646.750000 Penalty: 4980.069824
	Iteration 11Q: 3 clusters Score -2554647 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2554672.000000 Penalty: 4980.069824
	Iteration 12Q: 3 clusters Score -2554672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2554689.750000 Penalty: 4980.069824
	Iteration 13Q: 3 clusters Score -2554690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2554708.500000 Penalty: 4980.069824
	Iteration 14Q: 3 clusters Score -2554708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2554702.500000 Penalty: 4980.069824
	Iteration 15Q: 3 clusters Score -2554702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2554713.750000 Penalty: 4980.069824
	Iteration 16Q: 3 clusters Score -2554714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2554721.000000 Penalty: 4980.069824
	Iteration 17Q: 3 clusters Score -2554721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2554721.750000 Penalty: 4980.069824
	Iteration 18Q: 3 clusters Score -2554722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2554722.750000 Penalty: 4980.069824
	Iteration 19Q: 3 clusters Score -2554723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2554729.250000 Penalty: 4980.069824
	Iteration 20F: 3 clusters Score -2554729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2554727.750000 Penalty: 4980.069824
	Iteration 21Q: 3 clusters Score -2554728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2554730.500000 Penalty: 4980.069824
	Iteration 22Q: 3 clusters Score -2554730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2554729.000000 Penalty: 4980.069824
	Iteration 23Q: 3 clusters Score -2554729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2554728.750000 Penalty: 4980.069824
	Iteration 24Q: 3 clusters Score -2554729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2554729.500000 Penalty: 4980.069824
	Iteration 25Q: 3 clusters Score -2554730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2554730.000000 Penalty: 4980.069824
	Iteration 26Q: 3 clusters Score -2554730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2554730.500000 Penalty: 4980.069824
	Iteration 27Q: 3 clusters Score -2554730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2554730.250000 Penalty: 4980.069824
	Iteration 28Q: 3 clusters Score -2554730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2554734.250000 Penalty: 4980.069824
	Iteration 29Q: 3 clusters Score -2554734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2554733.250000 Penalty: 4980.069824
	Iteration 30Q: 3 clusters Score -2554733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2554737.250000 Penalty: 4980.069824
	Iteration 31Q: 3 clusters Score -2554737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2554736.250000 Penalty: 4980.069824
	Iteration 32Q: 3 clusters Score -2554736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2554735.250000 Penalty: 4980.069824
	Iteration 33Q: 3 clusters Score -2554735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2554736.250000 Penalty: 4980.069824
	Iteration 34Q: 3 clusters Score -2554736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2554736.750000 Penalty: 4980.069824
	Iteration 35Q: 3 clusters Score -2554737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2554736.750000 Penalty: 4980.069824
	Iteration 36F: 3 clusters Score -2554737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 55154 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Entering Unmasked Estep 
Score: -211934624.000000 Penalty: 179654.468750
Splitting cluster 13 changes total score from -211895648.000000 to -211934624.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 14 (122557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Entering Unmasked Estep 
Score: -14226961.000000 Penalty: 2905.650146
	Iteration 0F: 2 clusters Score -1.422696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -14145237.000000 Penalty: 5811.300293
	Iteration 0F: 3 clusters Score -1.414524e+07 nChanged 58200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -14178291.000000 Penalty: 5811.300293
	Iteration 1F: 3 clusters Score -1.417829e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -14178991.000000 Penalty: 5811.300293
	Iteration 2Q: 3 clusters Score -1.417899e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -14179929.000000 Penalty: 5811.300293
	Iteration 3Q: 3 clusters Score -1.417993e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -14180930.000000 Penalty: 5811.300293
	Iteration 4Q: 3 clusters Score -1.418093e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -14182094.000000 Penalty: 5811.300293
	Iteration 5Q: 3 clusters Score -1.418209e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -14183365.000000 Penalty: 5811.300293
	Iteration 6Q: 3 clusters Score -1.418336e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -14185044.000000 Penalty: 5811.300293
	Iteration 7Q: 3 clusters Score -1.418504e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -14186929.000000 Penalty: 5811.300293
	Iteration 8Q: 3 clusters Score -1.418693e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -14189227.000000 Penalty: 5811.300293
	Iteration 9Q: 3 clusters Score -1.418923e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -14192138.000000 Penalty: 5811.300293
	Iteration 10Q: 3 clusters Score -1.419214e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -14195898.000000 Penalty: 5811.300293
	Iteration 11F: 3 clusters Score -1.41959e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -14200523.000000 Penalty: 5811.300293
	Iteration 12F: 3 clusters Score -1.420052e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -14205972.000000 Penalty: 5811.300293
	Iteration 13F: 3 clusters Score -1.420597e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -14211653.000000 Penalty: 5811.300293
	Iteration 14F: 3 clusters Score -1.421165e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -14216399.000000 Penalty: 5811.300293
	Iteration 15F: 3 clusters Score -1.42164e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -14219930.000000 Penalty: 5811.300293
	Iteration 16Q: 3 clusters Score -1.421993e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -14222137.000000 Penalty: 5811.300293
	Iteration 17Q: 3 clusters Score -1.422214e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 117607 members 
Entering Unmasked Estep 
Score: -14223397.000000 Penalty: 5811.300293
	Iteration 18Q: 3 clusters Score -1.42234e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -14224035.000000 Penalty: 5811.300293
	Iteration 19Q: 3 clusters Score -1.422404e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -14224370.000000 Penalty: 5811.300293
	Iteration 20F: 3 clusters Score -1.422437e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 119559 members 
Entering Unmasked Estep 
Score: -14224511.000000 Penalty: 5811.300293
	Iteration 21Q: 3 clusters Score -1.422451e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -14224657.000000 Penalty: 5811.300293
	Iteration 22Q: 3 clusters Score -1.422466e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 119937 members 
Entering Unmasked Estep 
Score: -14224733.000000 Penalty: 5811.300293
	Iteration 23Q: 3 clusters Score -1.422473e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 120037 members 
Entering Unmasked Estep 
Score: -14224759.000000 Penalty: 5811.300293
	Iteration 24Q: 3 clusters Score -1.422476e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 120130 members 
Entering Unmasked Estep 
Score: -14224774.000000 Penalty: 5811.300293
	Iteration 25Q: 3 clusters Score -1.422477e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 120212 members 
Entering Unmasked Estep 
Score: -14224797.000000 Penalty: 5811.300293
	Iteration 26Q: 3 clusters Score -1.42248e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -14224839.000000 Penalty: 5811.300293
	Iteration 27Q: 3 clusters Score -1.422484e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 120331 members 
Entering Unmasked Estep 
Score: -14224858.000000 Penalty: 5811.300293
	Iteration 28Q: 3 clusters Score -1.422486e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -14224888.000000 Penalty: 5811.300293
	Iteration 29Q: 3 clusters Score -1.422489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -14224898.000000 Penalty: 5811.300293
	Iteration 30Q: 3 clusters Score -1.42249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -14224933.000000 Penalty: 5811.300293
	Iteration 31Q: 3 clusters Score -1.422493e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -14224937.000000 Penalty: 5811.300293
	Iteration 32Q: 3 clusters Score -1.422494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -14224966.000000 Penalty: 5811.300293
	Iteration 33Q: 3 clusters Score -1.422497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -14224947.000000 Penalty: 5811.300293
	Iteration 34Q: 3 clusters Score -1.422495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 120549 members 
Entering Unmasked Estep 
Score: -14224962.000000 Penalty: 5811.300293
	Iteration 35Q: 3 clusters Score -1.422496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -14224961.000000 Penalty: 5811.300293
	Iteration 36Q: 3 clusters Score -1.422496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -14224963.000000 Penalty: 5811.300293
	Iteration 37Q: 3 clusters Score -1.422496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -14224973.000000 Penalty: 5811.300293
	Iteration 38Q: 3 clusters Score -1.422497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -14224976.000000 Penalty: 5811.300293
	Iteration 39Q: 3 clusters Score -1.422498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 120612 members 
Entering Unmasked Estep 
Score: -14224986.000000 Penalty: 5811.300293
	Iteration 40F: 3 clusters Score -1.422499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -14224999.000000 Penalty: 5811.300293
	Iteration 41Q: 3 clusters Score -1.4225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 120627 members 
Entering Unmasked Estep 
Score: -14225004.000000 Penalty: 5811.300293
	Iteration 42Q: 3 clusters Score -1.4225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -14224998.000000 Penalty: 5811.300293
	Iteration 43Q: 3 clusters Score -1.4225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -14225012.000000 Penalty: 5811.300293
	Iteration 44Q: 3 clusters Score -1.422501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 120657 members 
Entering Unmasked Estep 
Score: -14225019.000000 Penalty: 5811.300293
	Iteration 45Q: 3 clusters Score -1.422502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 120658 members 
Entering Unmasked Estep 
Score: -14225026.000000 Penalty: 5811.300293
	Iteration 46Q: 3 clusters Score -1.422503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 120658 members 
Entering Unmasked Estep 
Score: -14225022.000000 Penalty: 5811.300293
	Iteration 47Q: 3 clusters Score -1.422502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 120662 members 
Entering Unmasked Estep 
Score: -14225017.000000 Penalty: 5811.300293
	Iteration 48Q: 3 clusters Score -1.422502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 120660 members 
Entering Unmasked Estep 
Score: -14225029.000000 Penalty: 5811.300293
	Iteration 49Q: 3 clusters Score -1.422503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 120665 members 
Entering Unmasked Estep 
Score: -14225021.000000 Penalty: 5811.300293
	Iteration 50Q: 3 clusters Score -1.422502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -14225023.000000 Penalty: 5811.300293
	Iteration 51Q: 3 clusters Score -1.422502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 120669 members 
Entering Unmasked Estep 
Score: -14225020.000000 Penalty: 5811.300293
	Iteration 52Q: 3 clusters Score -1.422502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 120671 members 
Entering Unmasked Estep 
Score: -14225020.000000 Penalty: 5811.300293
	Iteration 53Q: 3 clusters Score -1.422502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -14225019.000000 Penalty: 5811.300293
	Iteration 54Q: 3 clusters Score -1.422502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 120673 members 
Entering Unmasked Estep 
Score: -14225020.000000 Penalty: 5811.300293
	Iteration 55Q: 3 clusters Score -1.422502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -14225021.000000 Penalty: 5811.300293
	Iteration 56Q: 3 clusters Score -1.422502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 120674 members 
Entering Unmasked Estep 
Score: -14225021.000000 Penalty: 5811.300293
	Iteration 57F: 3 clusters Score -1.422502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Entering Unmasked Estep 
Score: -6182095.500000 Penalty: 2707.635498
	Iteration 0F: 2 clusters Score -6182096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6145004.000000 Penalty: 5415.270996
	Iteration 0F: 3 clusters Score -6145004 nChanged 25575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -6159236.500000 Penalty: 5415.270996
	Iteration 1F: 3 clusters Score -6159236 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -6160386.000000 Penalty: 5415.270996
	Iteration 2Q: 3 clusters Score -6160386 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -6162690.500000 Penalty: 5415.270996
	Iteration 3F: 3 clusters Score -6162690 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -6166711.000000 Penalty: 5415.270996
	Iteration 4F: 3 clusters Score -6166711 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -6170406.500000 Penalty: 5415.270996
	Iteration 5F: 3 clusters Score -6170406 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6173433.500000 Penalty: 5415.270996
	Iteration 6F: 3 clusters Score -6173434 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -6176550.000000 Penalty: 5415.270996
	Iteration 7F: 3 clusters Score -6176550 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6179754.500000 Penalty: 5415.270996
	Iteration 8F: 3 clusters Score -6179754 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -6182794.500000 Penalty: 5415.270996
	Iteration 9F: 3 clusters Score -6182794 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -6185235.000000 Penalty: 5415.270996
	Iteration 10Q: 3 clusters Score -6185235 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -6186698.500000 Penalty: 5415.270996
	Iteration 11Q: 3 clusters Score -6186698 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -6187770.000000 Penalty: 5415.270996
	Iteration 12Q: 3 clusters Score -6187770 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -6188522.000000 Penalty: 5415.270996
	Iteration 13Q: 3 clusters Score -6188522 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -6189123.500000 Penalty: 5415.270996
	Iteration 14Q: 3 clusters Score -6189124 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -6189590.500000 Penalty: 5415.270996
	Iteration 15Q: 3 clusters Score -6189590 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -6189897.000000 Penalty: 5415.270996
	Iteration 16Q: 3 clusters Score -6189897 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -6190037.500000 Penalty: 5415.270996
	Iteration 17Q: 3 clusters Score -6190038 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -6190126.000000 Penalty: 5415.270996
	Iteration 18Q: 3 clusters Score -6190126 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -6190140.000000 Penalty: 5415.270996
	Iteration 19Q: 3 clusters Score -6190140 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -6190167.500000 Penalty: 5415.270996
	Iteration 20F: 3 clusters Score -6190168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -6190154.500000 Penalty: 5415.270996
	Iteration 21Q: 3 clusters Score -6190154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -6190162.500000 Penalty: 5415.270996
	Iteration 22Q: 3 clusters Score -6190162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -6190172.500000 Penalty: 5415.270996
	Iteration 23Q: 3 clusters Score -6190172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6190177.000000 Penalty: 5415.270996
	Iteration 24Q: 3 clusters Score -6190177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -6190184.500000 Penalty: 5415.270996
	Iteration 25Q: 3 clusters Score -6190184 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -6190190.000000 Penalty: 5415.270996
	Iteration 26Q: 3 clusters Score -6190190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6190199.500000 Penalty: 5415.270996
	Iteration 27Q: 3 clusters Score -6190200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -6190207.000000 Penalty: 5415.270996
	Iteration 28Q: 3 clusters Score -6190207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -6190196.500000 Penalty: 5415.270996
	Iteration 29Q: 3 clusters Score -6190196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6190206.000000 Penalty: 5415.270996
	Iteration 30Q: 3 clusters Score -6190206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6190222.500000 Penalty: 5415.270996
	Iteration 31Q: 3 clusters Score -6190222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -6190231.000000 Penalty: 5415.270996
	Iteration 32Q: 3 clusters Score -6190231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -6190246.500000 Penalty: 5415.270996
	Iteration 33Q: 3 clusters Score -6190246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -6190262.500000 Penalty: 5415.270996
	Iteration 34Q: 3 clusters Score -6190262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -6190267.000000 Penalty: 5415.270996
	Iteration 35Q: 3 clusters Score -6190267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -6190271.000000 Penalty: 5415.270996
	Iteration 36Q: 3 clusters Score -6190271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -6190276.000000 Penalty: 5415.270996
	Iteration 37Q: 3 clusters Score -6190276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6190282.000000 Penalty: 5415.270996
	Iteration 38Q: 3 clusters Score -6190282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -6190303.000000 Penalty: 5415.270996
	Iteration 39Q: 3 clusters Score -6190303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -6190287.000000 Penalty: 5415.270996
	Iteration 40F: 3 clusters Score -6190287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -6190302.000000 Penalty: 5415.270996
	Iteration 41Q: 3 clusters Score -6190302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6190281.000000 Penalty: 5415.270996
	Iteration 42Q: 3 clusters Score -6190281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -6190284.500000 Penalty: 5415.270996
	Iteration 43Q: 3 clusters Score -6190284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6190279.000000 Penalty: 5415.270996
	Iteration 44Q: 3 clusters Score -6190279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -6190290.500000 Penalty: 5415.270996
	Iteration 45Q: 3 clusters Score -6190290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -6190279.000000 Penalty: 5415.270996
	Iteration 46Q: 3 clusters Score -6190279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -6190283.500000 Penalty: 5415.270996
	Iteration 47Q: 3 clusters Score -6190284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -6190282.500000 Penalty: 5415.270996
	Iteration 48Q: 3 clusters Score -6190282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -6190276.000000 Penalty: 5415.270996
	Iteration 49Q: 3 clusters Score -6190276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -6190275.500000 Penalty: 5415.270996
	Iteration 50Q: 3 clusters Score -6190276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -6190267.500000 Penalty: 5415.270996
	Iteration 51Q: 3 clusters Score -6190268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -6190276.000000 Penalty: 5415.270996
	Iteration 52Q: 3 clusters Score -6190276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -6190280.000000 Penalty: 5415.270996
	Iteration 53Q: 3 clusters Score -6190280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6190272.500000 Penalty: 5415.270996
	Iteration 54Q: 3 clusters Score -6190272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -6190280.500000 Penalty: 5415.270996
	Iteration 55Q: 3 clusters Score -6190280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -6190280.000000 Penalty: 5415.270996
	Iteration 56Q: 3 clusters Score -6190280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -6190277.500000 Penalty: 5415.270996
	Iteration 57Q: 3 clusters Score -6190278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -6190291.000000 Penalty: 5415.270996
	Iteration 58Q: 3 clusters Score -6190291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -6190287.000000 Penalty: 5415.270996
	Iteration 59Q: 3 clusters Score -6190287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -6190288.500000 Penalty: 5415.270996
	Iteration 60F: 3 clusters Score -6190288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -6190291.000000 Penalty: 5415.270996
	Iteration 61Q: 3 clusters Score -6190291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6190292.500000 Penalty: 5415.270996
	Iteration 62Q: 3 clusters Score -6190292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6190291.500000 Penalty: 5415.270996
	Iteration 63Q: 3 clusters Score -6190292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -6190287.000000 Penalty: 5415.270996
	Iteration 64Q: 3 clusters Score -6190287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -6190285.000000 Penalty: 5415.270996
	Iteration 65Q: 3 clusters Score -6190285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -6190293.000000 Penalty: 5415.270996
	Iteration 66Q: 3 clusters Score -6190293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -6190284.500000 Penalty: 5415.270996
	Iteration 67Q: 3 clusters Score -6190284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -6190284.500000 Penalty: 5415.270996
	Iteration 68F: 3 clusters Score -6190284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Entering Unmasked Estep 
Score: -211938992.000000 Penalty: 183247.562500
Splitting cluster 15 changes total score from -211895648.000000 to -211938992.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 16 (14316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Entering Unmasked Estep 
Score: -1500046.625000 Penalty: 2373.145020
	Iteration 0F: 2 clusters Score -1500047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1489751.000000 Penalty: 4746.290039
	Iteration 0F: 3 clusters Score -1489751 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1494446.500000 Penalty: 4746.290039
	Iteration 1F: 3 clusters Score -1494446 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1497815.875000 Penalty: 4746.290039
	Iteration 2F: 3 clusters Score -1497816 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1504549.875000 Penalty: 4746.290039
	Iteration 3F: 3 clusters Score -1504550 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1511375.625000 Penalty: 4746.290039
	Iteration 4F: 3 clusters Score -1511376 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1512514.125000 Penalty: 4746.290039
	Iteration 5Q: 3 clusters Score -1512514 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1513047.625000 Penalty: 4746.290039
	Iteration 6Q: 3 clusters Score -1513048 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1513446.625000 Penalty: 4746.290039
	Iteration 7Q: 3 clusters Score -1513447 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1513883.125000 Penalty: 4746.290039
	Iteration 8Q: 3 clusters Score -1513883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1514509.875000 Penalty: 4746.290039
	Iteration 9Q: 3 clusters Score -1514510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1515461.250000 Penalty: 4746.290039
	Iteration 10Q: 3 clusters Score -1515461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1516950.125000 Penalty: 4746.290039
	Iteration 11Q: 3 clusters Score -1516950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1517658.250000 Penalty: 4746.290039
	Iteration 12Q: 3 clusters Score -1517658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1517699.250000 Penalty: 4746.290039
	Iteration 13Q: 3 clusters Score -1517699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1517700.000000 Penalty: 4746.290039
	Iteration 14Q: 3 clusters Score -1517700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1517700.625000 Penalty: 4746.290039
	Iteration 15F: 3 clusters Score -1517701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1517702.000000 Penalty: 4746.290039
	Iteration 16Q: 3 clusters Score -1517702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1517702.000000 Penalty: 4746.290039
	Iteration 17F: 3 clusters Score -1517702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Entering Unmasked Estep 
Score: -211958112.000000 Penalty: 186840.656250
Splitting cluster 16 changes total score from -211895648.000000 to -211958112.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 17 (23055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Entering Unmasked Estep 
Score: -2543911.500000 Penalty: 2491.318359
	Iteration 0F: 2 clusters Score -2543912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2527951.250000 Penalty: 4982.636719
	Iteration 0F: 3 clusters Score -2527951 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2533960.250000 Penalty: 4982.636719
	Iteration 1F: 3 clusters Score -2533960 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2535263.750000 Penalty: 4982.636719
	Iteration 2F: 3 clusters Score -2535264 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2537147.500000 Penalty: 4982.636719
	Iteration 3F: 3 clusters Score -2537148 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2539506.750000 Penalty: 4982.636719
	Iteration 4F: 3 clusters Score -2539507 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2542142.000000 Penalty: 4982.636719
	Iteration 5F: 3 clusters Score -2542142 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2544602.500000 Penalty: 4982.636719
	Iteration 6F: 3 clusters Score -2544602 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2545912.500000 Penalty: 4982.636719
	Iteration 7F: 3 clusters Score -2545912 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2546382.750000 Penalty: 4982.636719
	Iteration 8Q: 3 clusters Score -2546383 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2546590.000000 Penalty: 4982.636719
	Iteration 9Q: 3 clusters Score -2546590 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2546783.000000 Penalty: 4982.636719
	Iteration 10Q: 3 clusters Score -2546783 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2546987.250000 Penalty: 4982.636719
	Iteration 11Q: 3 clusters Score -2546987 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2547234.000000 Penalty: 4982.636719
	Iteration 12Q: 3 clusters Score -2547234 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2547548.250000 Penalty: 4982.636719
	Iteration 13Q: 3 clusters Score -2547548 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2547949.000000 Penalty: 4982.636719
	Iteration 14Q: 3 clusters Score -2547949 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2548458.000000 Penalty: 4982.636719
	Iteration 15Q: 3 clusters Score -2548458 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2548845.000000 Penalty: 4982.636719
	Iteration 16Q: 3 clusters Score -2548845 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2548971.500000 Penalty: 4982.636719
	Iteration 17Q: 3 clusters Score -2548972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2548996.750000 Penalty: 4982.636719
	Iteration 18Q: 3 clusters Score -2548997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2549012.500000 Penalty: 4982.636719
	Iteration 19Q: 3 clusters Score -2549012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2549023.000000 Penalty: 4982.636719
	Iteration 20F: 3 clusters Score -2549023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2549017.250000 Penalty: 4982.636719
	Iteration 21Q: 3 clusters Score -2549017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2549024.000000 Penalty: 4982.636719
	Iteration 22Q: 3 clusters Score -2549024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2549031.250000 Penalty: 4982.636719
	Iteration 23Q: 3 clusters Score -2549031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2549032.250000 Penalty: 4982.636719
	Iteration 24Q: 3 clusters Score -2549032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2549029.500000 Penalty: 4982.636719
	Iteration 25Q: 3 clusters Score -2549030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2549031.500000 Penalty: 4982.636719
	Iteration 26Q: 3 clusters Score -2549032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2549031.500000 Penalty: 4982.636719
	Iteration 27F: 3 clusters Score -2549032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Entering Unmasked Estep 
Score: -211962224.000000 Penalty: 190433.750000
Splitting cluster 17 changes total score from -211895648.000000 to -211962224.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 18 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -1467269.375000 Penalty: 2380.988281
	Iteration 0F: 2 clusters Score -1467269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1456605.750000 Penalty: 4761.976562
	Iteration 0F: 3 clusters Score -1456606 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1460704.875000 Penalty: 4761.976562
	Iteration 1F: 3 clusters Score -1460705 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1461970.500000 Penalty: 4761.976562
	Iteration 2F: 3 clusters Score -1461970 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1463596.000000 Penalty: 4761.976562
	Iteration 3F: 3 clusters Score -1463596 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1465337.625000 Penalty: 4761.976562
	Iteration 4F: 3 clusters Score -1465338 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1466816.750000 Penalty: 4761.976562
	Iteration 5F: 3 clusters Score -1466817 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1467813.125000 Penalty: 4761.976562
	Iteration 6F: 3 clusters Score -1467813 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1468325.500000 Penalty: 4761.976562
	Iteration 7Q: 3 clusters Score -1468326 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1468546.500000 Penalty: 4761.976562
	Iteration 8Q: 3 clusters Score -1468546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1468679.500000 Penalty: 4761.976562
	Iteration 9Q: 3 clusters Score -1468680 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1468752.000000 Penalty: 4761.976562
	Iteration 10Q: 3 clusters Score -1468752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1468801.250000 Penalty: 4761.976562
	Iteration 11Q: 3 clusters Score -1468801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1468824.250000 Penalty: 4761.976562
	Iteration 12Q: 3 clusters Score -1468824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1468839.125000 Penalty: 4761.976562
	Iteration 13Q: 3 clusters Score -1468839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1468856.250000 Penalty: 4761.976562
	Iteration 14Q: 3 clusters Score -1468856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1468882.750000 Penalty: 4761.976562
	Iteration 15Q: 3 clusters Score -1468883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1468904.750000 Penalty: 4761.976562
	Iteration 16Q: 3 clusters Score -1468905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1468922.250000 Penalty: 4761.976562
	Iteration 17Q: 3 clusters Score -1468922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1468934.125000 Penalty: 4761.976562
	Iteration 18Q: 3 clusters Score -1468934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1468946.375000 Penalty: 4761.976562
	Iteration 19Q: 3 clusters Score -1468946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1468954.375000 Penalty: 4761.976562
	Iteration 20F: 3 clusters Score -1468954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1468958.875000 Penalty: 4761.976562
	Iteration 21Q: 3 clusters Score -1468959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1468958.000000 Penalty: 4761.976562
	Iteration 22Q: 3 clusters Score -1468958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1468959.250000 Penalty: 4761.976562
	Iteration 23Q: 3 clusters Score -1468959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1468959.750000 Penalty: 4761.976562
	Iteration 24Q: 3 clusters Score -1468960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1468964.750000 Penalty: 4761.976562
	Iteration 25Q: 3 clusters Score -1468965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1468966.000000 Penalty: 4761.976562
	Iteration 26Q: 3 clusters Score -1468966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1468963.875000 Penalty: 4761.976562
	Iteration 27Q: 3 clusters Score -1468964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1468966.750000 Penalty: 4761.976562
	Iteration 28Q: 3 clusters Score -1468967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1468966.000000 Penalty: 4761.976562
	Iteration 29Q: 3 clusters Score -1468966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1468969.875000 Penalty: 4761.976562
	Iteration 30Q: 3 clusters Score -1468970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1468968.375000 Penalty: 4761.976562
	Iteration 31Q: 3 clusters Score -1468968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1468970.125000 Penalty: 4761.976562
	Iteration 32Q: 3 clusters Score -1468970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1468969.375000 Penalty: 4761.976562
	Iteration 33Q: 3 clusters Score -1468969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1468967.250000 Penalty: 4761.976562
	Iteration 34Q: 3 clusters Score -1468967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1468969.250000 Penalty: 4761.976562
	Iteration 35Q: 3 clusters Score -1468969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1468972.875000 Penalty: 4761.976562
	Iteration 36Q: 3 clusters Score -1468973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1468970.750000 Penalty: 4761.976562
	Iteration 37Q: 3 clusters Score -1468971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1468973.500000 Penalty: 4761.976562
	Iteration 38Q: 3 clusters Score -1468974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1468974.000000 Penalty: 4761.976562
	Iteration 39Q: 3 clusters Score -1468974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1468974.125000 Penalty: 4761.976562
	Iteration 40F: 3 clusters Score -1468974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1468973.000000 Penalty: 4761.976562
	Iteration 41Q: 3 clusters Score -1468973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1468973.000000 Penalty: 4761.976562
	Iteration 42F: 3 clusters Score -1468973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 82086 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Entering Unmasked Estep 
Score: -211962416.000000 Penalty: 194026.828125
Splitting cluster 18 changes total score from -211895648.000000 to -211962416.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 19 (82086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Entering Unmasked Estep 
Score: -9325391.000000 Penalty: 2806.249756
	Iteration 0F: 2 clusters Score -9325391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -9270186.000000 Penalty: 5612.499512
	Iteration 0F: 3 clusters Score -9270186 nChanged 38799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -9292271.000000 Penalty: 5612.499512
	Iteration 1F: 3 clusters Score -9292271 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -9293100.000000 Penalty: 5612.499512
	Iteration 2Q: 3 clusters Score -9293100 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -9294205.000000 Penalty: 5612.499512
	Iteration 3Q: 3 clusters Score -9294205 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -9295713.000000 Penalty: 5612.499512
	Iteration 4Q: 3 clusters Score -9295713 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -9297730.000000 Penalty: 5612.499512
	Iteration 5Q: 3 clusters Score -9297730 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -9300985.000000 Penalty: 5612.499512
	Iteration 6F: 3 clusters Score -9300985 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -9306204.000000 Penalty: 5612.499512
	Iteration 7F: 3 clusters Score -9306204 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -9313905.000000 Penalty: 5612.499512
	Iteration 8F: 3 clusters Score -9313905 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -9322491.000000 Penalty: 5612.499512
	Iteration 9F: 3 clusters Score -9322491 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -9328218.000000 Penalty: 5612.499512
	Iteration 10F: 3 clusters Score -9328218 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -9330254.000000 Penalty: 5612.499512
	Iteration 11Q: 3 clusters Score -9330254 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -9330813.000000 Penalty: 5612.499512
	Iteration 12Q: 3 clusters Score -9330813 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -9331012.000000 Penalty: 5612.499512
	Iteration 13Q: 3 clusters Score -9331012 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -9331049.000000 Penalty: 5612.499512
	Iteration 14Q: 3 clusters Score -9331049 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -9331166.000000 Penalty: 5612.499512
	Iteration 15Q: 3 clusters Score -9331166 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -9331233.000000 Penalty: 5612.499512
	Iteration 16Q: 3 clusters Score -9331233 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -9331336.000000 Penalty: 5612.499512
	Iteration 17Q: 3 clusters Score -9331336 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -9331438.000000 Penalty: 5612.499512
	Iteration 18Q: 3 clusters Score -9331438 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -9331495.000000 Penalty: 5612.499512
	Iteration 19Q: 3 clusters Score -9331495 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -9331592.000000 Penalty: 5612.499512
	Iteration 20F: 3 clusters Score -9331592 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -9331703.000000 Penalty: 5612.499512
	Iteration 21Q: 3 clusters Score -9331703 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -9331824.000000 Penalty: 5612.499512
	Iteration 22Q: 3 clusters Score -9331824 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -9331960.000000 Penalty: 5612.499512
	Iteration 23Q: 3 clusters Score -9331960 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -9332065.000000 Penalty: 5612.499512
	Iteration 24Q: 3 clusters Score -9332065 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -9332169.000000 Penalty: 5612.499512
	Iteration 25Q: 3 clusters Score -9332169 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -9332289.000000 Penalty: 5612.499512
	Iteration 26Q: 3 clusters Score -9332289 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -9332395.000000 Penalty: 5612.499512
	Iteration 27Q: 3 clusters Score -9332395 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -9332511.000000 Penalty: 5612.499512
	Iteration 28Q: 3 clusters Score -9332511 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -9332578.000000 Penalty: 5612.499512
	Iteration 29Q: 3 clusters Score -9332578 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -9332707.000000 Penalty: 5612.499512
	Iteration 30Q: 3 clusters Score -9332707 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -9332754.000000 Penalty: 5612.499512
	Iteration 31Q: 3 clusters Score -9332754 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -9332832.000000 Penalty: 5612.499512
	Iteration 32Q: 3 clusters Score -9332832 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -9332862.000000 Penalty: 5612.499512
	Iteration 33Q: 3 clusters Score -9332862 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -9332921.000000 Penalty: 5612.499512
	Iteration 34Q: 3 clusters Score -9332921 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -9333004.000000 Penalty: 5612.499512
	Iteration 35Q: 3 clusters Score -9333004 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -9333025.000000 Penalty: 5612.499512
	Iteration 36Q: 3 clusters Score -9333025 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -9333039.000000 Penalty: 5612.499512
	Iteration 37Q: 3 clusters Score -9333039 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -9333101.000000 Penalty: 5612.499512
	Iteration 38Q: 3 clusters Score -9333101 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -9333118.000000 Penalty: 5612.499512
	Iteration 39Q: 3 clusters Score -9333118 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -9333130.000000 Penalty: 5612.499512
	Iteration 40F: 3 clusters Score -9333130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -9333117.000000 Penalty: 5612.499512
	Iteration 41Q: 3 clusters Score -9333117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -9333109.000000 Penalty: 5612.499512
	Iteration 42Q: 3 clusters Score -9333109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -9333112.000000 Penalty: 5612.499512
	Iteration 43Q: 3 clusters Score -9333112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -9333129.000000 Penalty: 5612.499512
	Iteration 44Q: 3 clusters Score -9333129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -9333135.000000 Penalty: 5612.499512
	Iteration 45Q: 3 clusters Score -9333135 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -9333153.000000 Penalty: 5612.499512
	Iteration 46Q: 3 clusters Score -9333153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -9333181.000000 Penalty: 5612.499512
	Iteration 47Q: 3 clusters Score -9333181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -9333174.000000 Penalty: 5612.499512
	Iteration 48Q: 3 clusters Score -9333174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -9333173.000000 Penalty: 5612.499512
	Iteration 49Q: 3 clusters Score -9333173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -9333172.000000 Penalty: 5612.499512
	Iteration 50Q: 3 clusters Score -9333172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -9333179.000000 Penalty: 5612.499512
	Iteration 51Q: 3 clusters Score -9333179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -9333174.000000 Penalty: 5612.499512
	Iteration 52Q: 3 clusters Score -9333174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -9333165.000000 Penalty: 5612.499512
	Iteration 53Q: 3 clusters Score -9333165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -9333179.000000 Penalty: 5612.499512
	Iteration 54Q: 3 clusters Score -9333179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -9333166.000000 Penalty: 5612.499512
	Iteration 55Q: 3 clusters Score -9333166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -9333181.000000 Penalty: 5612.499512
	Iteration 56Q: 3 clusters Score -9333181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -9333178.000000 Penalty: 5612.499512
	Iteration 57Q: 3 clusters Score -9333178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -9333181.000000 Penalty: 5612.499512
	Iteration 58Q: 3 clusters Score -9333181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -9333178.000000 Penalty: 5612.499512
	Iteration 59Q: 3 clusters Score -9333178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -9333181.000000 Penalty: 5612.499512
	Iteration 60F: 3 clusters Score -9333181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -9333195.000000 Penalty: 5612.499512
	Iteration 61Q: 3 clusters Score -9333195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -9333183.000000 Penalty: 5612.499512
	Iteration 62Q: 3 clusters Score -9333183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -9333185.000000 Penalty: 5612.499512
	Iteration 63Q: 3 clusters Score -9333185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -9333180.000000 Penalty: 5612.499512
	Iteration 64Q: 3 clusters Score -9333180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -9333178.000000 Penalty: 5612.499512
	Iteration 65Q: 3 clusters Score -9333178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -9333188.000000 Penalty: 5612.499512
	Iteration 66Q: 3 clusters Score -9333188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -9333182.000000 Penalty: 5612.499512
	Iteration 67Q: 3 clusters Score -9333182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -9333180.000000 Penalty: 5612.499512
	Iteration 68Q: 3 clusters Score -9333180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9333185.000000 Penalty: 5612.499512
	Iteration 69Q: 3 clusters Score -9333185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -9333183.000000 Penalty: 5612.499512
	Iteration 70Q: 3 clusters Score -9333183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -9333180.000000 Penalty: 5612.499512
	Iteration 71Q: 3 clusters Score -9333180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9333178.000000 Penalty: 5612.499512
	Iteration 72Q: 3 clusters Score -9333178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9333178.000000 Penalty: 5612.499512
	Iteration 73F: 3 clusters Score -9333178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Entering Unmasked Estep 
Score: -211967264.000000 Penalty: 197619.921875
Splitting cluster 19 changes total score from -211895648.000000 to -211967264.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 20 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -914588.062500 Penalty: 2229.165527
	Iteration 0F: 2 clusters Score -914588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -908173.062500 Penalty: 4458.331055
	Iteration 0F: 3 clusters Score -908173.1 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -909911.562500 Penalty: 4458.331055
	Iteration 1F: 3 clusters Score -909911.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -910247.250000 Penalty: 4458.331055
	Iteration 2F: 3 clusters Score -910247.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -910522.312500 Penalty: 4458.331055
	Iteration 3F: 3 clusters Score -910522.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -910758.125000 Penalty: 4458.331055
	Iteration 4Q: 3 clusters Score -910758.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -910997.312500 Penalty: 4458.331055
	Iteration 5F: 3 clusters Score -910997.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -911203.250000 Penalty: 4458.331055
	Iteration 6Q: 3 clusters Score -911203.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -911363.187500 Penalty: 4458.331055
	Iteration 7Q: 3 clusters Score -911363.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -911513.875000 Penalty: 4458.331055
	Iteration 8Q: 3 clusters Score -911513.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -911631.562500 Penalty: 4458.331055
	Iteration 9Q: 3 clusters Score -911631.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -911729.812500 Penalty: 4458.331055
	Iteration 10Q: 3 clusters Score -911729.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -911811.812500 Penalty: 4458.331055
	Iteration 11Q: 3 clusters Score -911811.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -911880.687500 Penalty: 4458.331055
	Iteration 12Q: 3 clusters Score -911880.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -911951.437500 Penalty: 4458.331055
	Iteration 13Q: 3 clusters Score -911951.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -912031.875000 Penalty: 4458.331055
	Iteration 14Q: 3 clusters Score -912031.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -912108.125000 Penalty: 4458.331055
	Iteration 15Q: 3 clusters Score -912108.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -912168.500000 Penalty: 4458.331055
	Iteration 16Q: 3 clusters Score -912168.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -912239.437500 Penalty: 4458.331055
	Iteration 17Q: 3 clusters Score -912239.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -912305.000000 Penalty: 4458.331055
	Iteration 18Q: 3 clusters Score -912305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -912351.750000 Penalty: 4458.331055
	Iteration 19Q: 3 clusters Score -912351.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -912382.875000 Penalty: 4458.331055
	Iteration 20F: 3 clusters Score -912382.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -912411.062500 Penalty: 4458.331055
	Iteration 21Q: 3 clusters Score -912411.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -912439.375000 Penalty: 4458.331055
	Iteration 22Q: 3 clusters Score -912439.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -912467.687500 Penalty: 4458.331055
	Iteration 23Q: 3 clusters Score -912467.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -912494.562500 Penalty: 4458.331055
	Iteration 24Q: 3 clusters Score -912494.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -912522.375000 Penalty: 4458.331055
	Iteration 25Q: 3 clusters Score -912522.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -912550.875000 Penalty: 4458.331055
	Iteration 26Q: 3 clusters Score -912550.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -912570.437500 Penalty: 4458.331055
	Iteration 27Q: 3 clusters Score -912570.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -912588.375000 Penalty: 4458.331055
	Iteration 28Q: 3 clusters Score -912588.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -912598.937500 Penalty: 4458.331055
	Iteration 29Q: 3 clusters Score -912598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -912616.687500 Penalty: 4458.331055
	Iteration 30Q: 3 clusters Score -912616.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -912635.125000 Penalty: 4458.331055
	Iteration 31Q: 3 clusters Score -912635.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -912649.875000 Penalty: 4458.331055
	Iteration 32Q: 3 clusters Score -912649.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -912662.125000 Penalty: 4458.331055
	Iteration 33Q: 3 clusters Score -912662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -912668.250000 Penalty: 4458.331055
	Iteration 34Q: 3 clusters Score -912668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -912672.812500 Penalty: 4458.331055
	Iteration 35Q: 3 clusters Score -912672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -912678.437500 Penalty: 4458.331055
	Iteration 36Q: 3 clusters Score -912678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -912682.812500 Penalty: 4458.331055
	Iteration 37Q: 3 clusters Score -912682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -912684.125000 Penalty: 4458.331055
	Iteration 38Q: 3 clusters Score -912684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -912689.000000 Penalty: 4458.331055
	Iteration 39Q: 3 clusters Score -912689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -912695.187500 Penalty: 4458.331055
	Iteration 40F: 3 clusters Score -912695.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -912700.000000 Penalty: 4458.331055
	Iteration 41Q: 3 clusters Score -912700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -912707.812500 Penalty: 4458.331055
	Iteration 42Q: 3 clusters Score -912707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -912712.062500 Penalty: 4458.331055
	Iteration 43Q: 3 clusters Score -912712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -912717.187500 Penalty: 4458.331055
	Iteration 44Q: 3 clusters Score -912717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -912723.125000 Penalty: 4458.331055
	Iteration 45Q: 3 clusters Score -912723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -912726.250000 Penalty: 4458.331055
	Iteration 46Q: 3 clusters Score -912726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -912728.125000 Penalty: 4458.331055
	Iteration 47Q: 3 clusters Score -912728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -912727.937500 Penalty: 4458.331055
	Iteration 48Q: 3 clusters Score -912727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -912732.250000 Penalty: 4458.331055
	Iteration 49Q: 3 clusters Score -912732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -912734.437500 Penalty: 4458.331055
	Iteration 50Q: 3 clusters Score -912734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -912736.375000 Penalty: 4458.331055
	Iteration 51Q: 3 clusters Score -912736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -912736.625000 Penalty: 4458.331055
	Iteration 52Q: 3 clusters Score -912736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -912736.625000 Penalty: 4458.331055
	Iteration 53F: 3 clusters Score -912736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -292297.968750 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -292298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -289267.687500 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -289267.7 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -290921.375000 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -290921.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -293520.750000 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -293520.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -295596.593750 Penalty: 3962.989990
	Iteration 3F: 3 clusters Score -295596.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -296909.218750 Penalty: 3962.989990
	Iteration 4F: 3 clusters Score -296909.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -297138.500000 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -297138.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -297272.531250 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -297272.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -297369.968750 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -297370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -297462.437500 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -297462.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -297627.968750 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -297628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -297684.156250 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -297684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -297697.062500 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -297697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -297710.343750 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -297710.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -297731.593750 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -297731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -297743.500000 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -297743.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -297758.312500 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -297758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -297768.625000 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -297768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -297777.187500 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -297777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -297780.218750 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -297780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -297783.218750 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -297783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -297785.687500 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -297785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -297789.312500 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -297789.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -297802.093750 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -297802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -297813.218750 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -297813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -297821.906250 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -297821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -297824.468750 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -297824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -297825.031250 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -297825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -297825.375000 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -297825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -297825.843750 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -297825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -297826.093750 Penalty: 3962.989990
	Iteration 29Q: 3 clusters Score -297826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -297826.093750 Penalty: 3962.989990
	Iteration 30F: 3 clusters Score -297826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 12753 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Entering Unmasked Estep 
Score: -211971152.000000 Penalty: 201213.015625
Splitting cluster 21 changes total score from -211895648.000000 to -211971152.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 22 (12753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Entering Unmasked Estep 
Score: -1386336.000000 Penalty: 2344.473389
	Iteration 0F: 2 clusters Score -1386336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1376980.000000 Penalty: 4688.946777
	Iteration 0F: 3 clusters Score -1376980 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1380518.125000 Penalty: 4688.946777
	Iteration 1F: 3 clusters Score -1380518 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1382019.875000 Penalty: 4688.946777
	Iteration 2F: 3 clusters Score -1382020 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1383769.250000 Penalty: 4688.946777
	Iteration 3F: 3 clusters Score -1383769 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1385121.750000 Penalty: 4688.946777
	Iteration 4F: 3 clusters Score -1385122 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1386007.750000 Penalty: 4688.946777
	Iteration 5F: 3 clusters Score -1386008 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1386564.875000 Penalty: 4688.946777
	Iteration 6F: 3 clusters Score -1386565 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1386944.125000 Penalty: 4688.946777
	Iteration 7Q: 3 clusters Score -1386944 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1387367.625000 Penalty: 4688.946777
	Iteration 8Q: 3 clusters Score -1387368 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1388004.000000 Penalty: 4688.946777
	Iteration 9Q: 3 clusters Score -1388004 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1388925.375000 Penalty: 4688.946777
	Iteration 10Q: 3 clusters Score -1388925 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1389739.375000 Penalty: 4688.946777
	Iteration 11Q: 3 clusters Score -1389739 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1390187.625000 Penalty: 4688.946777
	Iteration 12Q: 3 clusters Score -1390188 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1390486.250000 Penalty: 4688.946777
	Iteration 13Q: 3 clusters Score -1390486 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1390706.750000 Penalty: 4688.946777
	Iteration 14Q: 3 clusters Score -1390707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1390866.750000 Penalty: 4688.946777
	Iteration 15Q: 3 clusters Score -1390867 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1390973.000000 Penalty: 4688.946777
	Iteration 16Q: 3 clusters Score -1390973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1391049.375000 Penalty: 4688.946777
	Iteration 17Q: 3 clusters Score -1391049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1391088.625000 Penalty: 4688.946777
	Iteration 18Q: 3 clusters Score -1391089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1391121.625000 Penalty: 4688.946777
	Iteration 19Q: 3 clusters Score -1391122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1391147.750000 Penalty: 4688.946777
	Iteration 20F: 3 clusters Score -1391148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1391156.000000 Penalty: 4688.946777
	Iteration 21Q: 3 clusters Score -1391156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1391160.625000 Penalty: 4688.946777
	Iteration 22Q: 3 clusters Score -1391161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1391167.000000 Penalty: 4688.946777
	Iteration 23Q: 3 clusters Score -1391167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1391172.500000 Penalty: 4688.946777
	Iteration 24Q: 3 clusters Score -1391172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1391175.750000 Penalty: 4688.946777
	Iteration 25Q: 3 clusters Score -1391176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1391174.875000 Penalty: 4688.946777
	Iteration 26Q: 3 clusters Score -1391175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1391174.125000 Penalty: 4688.946777
	Iteration 27Q: 3 clusters Score -1391174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1391174.500000 Penalty: 4688.946777
	Iteration 28Q: 3 clusters Score -1391174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1391181.375000 Penalty: 4688.946777
	Iteration 29Q: 3 clusters Score -1391181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1391177.000000 Penalty: 4688.946777
	Iteration 30Q: 3 clusters Score -1391177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1391176.375000 Penalty: 4688.946777
	Iteration 31Q: 3 clusters Score -1391176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1391178.250000 Penalty: 4688.946777
	Iteration 32Q: 3 clusters Score -1391178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1391178.875000 Penalty: 4688.946777
	Iteration 33Q: 3 clusters Score -1391179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1391178.750000 Penalty: 4688.946777
	Iteration 34Q: 3 clusters Score -1391179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1391180.750000 Penalty: 4688.946777
	Iteration 35Q: 3 clusters Score -1391181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1391181.125000 Penalty: 4688.946777
	Iteration 36Q: 3 clusters Score -1391181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1391182.250000 Penalty: 4688.946777
	Iteration 37Q: 3 clusters Score -1391182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1391182.250000 Penalty: 4688.946777
	Iteration 38F: 3 clusters Score -1391182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 80959 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Entering Unmasked Estep 
Score: -211975216.000000 Penalty: 204806.093750
Splitting cluster 22 changes total score from -211895648.000000 to -211975216.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 23 (32458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Entering Unmasked Estep 
Score: -3696712.000000 Penalty: 2576.150146
	Iteration 0F: 2 clusters Score -3696712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3674381.000000 Penalty: 5152.300293
	Iteration 0F: 3 clusters Score -3674381 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3682712.750000 Penalty: 5152.300293
	Iteration 1F: 3 clusters Score -3682713 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3683522.000000 Penalty: 5152.300293
	Iteration 2F: 3 clusters Score -3683522 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3684345.750000 Penalty: 5152.300293
	Iteration 3F: 3 clusters Score -3684346 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3685367.250000 Penalty: 5152.300293
	Iteration 4F: 3 clusters Score -3685367 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3686518.000000 Penalty: 5152.300293
	Iteration 5F: 3 clusters Score -3686518 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3687798.250000 Penalty: 5152.300293
	Iteration 6F: 3 clusters Score -3687798 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3689217.000000 Penalty: 5152.300293
	Iteration 7F: 3 clusters Score -3689217 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3690695.500000 Penalty: 5152.300293
	Iteration 8F: 3 clusters Score -3690696 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3691965.000000 Penalty: 5152.300293
	Iteration 9F: 3 clusters Score -3691965 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3692818.250000 Penalty: 5152.300293
	Iteration 10Q: 3 clusters Score -3692818 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3693305.750000 Penalty: 5152.300293
	Iteration 11Q: 3 clusters Score -3693306 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3693616.500000 Penalty: 5152.300293
	Iteration 12Q: 3 clusters Score -3693616 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3693828.250000 Penalty: 5152.300293
	Iteration 13Q: 3 clusters Score -3693828 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3693946.750000 Penalty: 5152.300293
	Iteration 14Q: 3 clusters Score -3693947 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3694038.500000 Penalty: 5152.300293
	Iteration 15Q: 3 clusters Score -3694038 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3694114.000000 Penalty: 5152.300293
	Iteration 16Q: 3 clusters Score -3694114 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3694186.500000 Penalty: 5152.300293
	Iteration 17Q: 3 clusters Score -3694186 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3694215.750000 Penalty: 5152.300293
	Iteration 18Q: 3 clusters Score -3694216 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3694238.000000 Penalty: 5152.300293
	Iteration 19Q: 3 clusters Score -3694238 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3694272.500000 Penalty: 5152.300293
	Iteration 20F: 3 clusters Score -3694272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3694291.500000 Penalty: 5152.300293
	Iteration 21Q: 3 clusters Score -3694292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3694311.500000 Penalty: 5152.300293
	Iteration 22Q: 3 clusters Score -3694312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3694333.000000 Penalty: 5152.300293
	Iteration 23Q: 3 clusters Score -3694333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3694353.750000 Penalty: 5152.300293
	Iteration 24Q: 3 clusters Score -3694354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3694356.250000 Penalty: 5152.300293
	Iteration 25Q: 3 clusters Score -3694356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3694374.500000 Penalty: 5152.300293
	Iteration 26Q: 3 clusters Score -3694374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3694388.250000 Penalty: 5152.300293
	Iteration 27Q: 3 clusters Score -3694388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3694404.750000 Penalty: 5152.300293
	Iteration 28Q: 3 clusters Score -3694405 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3694418.750000 Penalty: 5152.300293
	Iteration 29Q: 3 clusters Score -3694419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3694447.750000 Penalty: 5152.300293
	Iteration 30Q: 3 clusters Score -3694448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3694465.750000 Penalty: 5152.300293
	Iteration 31Q: 3 clusters Score -3694466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3694474.500000 Penalty: 5152.300293
	Iteration 32Q: 3 clusters Score -3694474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3694480.500000 Penalty: 5152.300293
	Iteration 33Q: 3 clusters Score -3694480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3694492.500000 Penalty: 5152.300293
	Iteration 34Q: 3 clusters Score -3694492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3694512.250000 Penalty: 5152.300293
	Iteration 35Q: 3 clusters Score -3694512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3694517.750000 Penalty: 5152.300293
	Iteration 36Q: 3 clusters Score -3694518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3694528.000000 Penalty: 5152.300293
	Iteration 37Q: 3 clusters Score -3694528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3694547.250000 Penalty: 5152.300293
	Iteration 38Q: 3 clusters Score -3694547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3694557.250000 Penalty: 5152.300293
	Iteration 39Q: 3 clusters Score -3694557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3694561.500000 Penalty: 5152.300293
	Iteration 40F: 3 clusters Score -3694562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3694579.250000 Penalty: 5152.300293
	Iteration 41Q: 3 clusters Score -3694579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3694596.500000 Penalty: 5152.300293
	Iteration 42Q: 3 clusters Score -3694596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3694628.500000 Penalty: 5152.300293
	Iteration 43Q: 3 clusters Score -3694628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3694644.000000 Penalty: 5152.300293
	Iteration 44Q: 3 clusters Score -3694644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3694660.250000 Penalty: 5152.300293
	Iteration 45Q: 3 clusters Score -3694660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3694694.500000 Penalty: 5152.300293
	Iteration 46Q: 3 clusters Score -3694694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3694707.000000 Penalty: 5152.300293
	Iteration 47Q: 3 clusters Score -3694707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3694715.500000 Penalty: 5152.300293
	Iteration 48Q: 3 clusters Score -3694716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3694738.750000 Penalty: 5152.300293
	Iteration 49Q: 3 clusters Score -3694739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3694736.250000 Penalty: 5152.300293
	Iteration 50Q: 3 clusters Score -3694736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3694753.250000 Penalty: 5152.300293
	Iteration 51Q: 3 clusters Score -3694753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3694764.500000 Penalty: 5152.300293
	Iteration 52Q: 3 clusters Score -3694764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3694773.250000 Penalty: 5152.300293
	Iteration 53Q: 3 clusters Score -3694773 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3694777.000000 Penalty: 5152.300293
	Iteration 54Q: 3 clusters Score -3694777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3694783.750000 Penalty: 5152.300293
	Iteration 55Q: 3 clusters Score -3694784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3694789.250000 Penalty: 5152.300293
	Iteration 56Q: 3 clusters Score -3694789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3694793.000000 Penalty: 5152.300293
	Iteration 57Q: 3 clusters Score -3694793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3694813.000000 Penalty: 5152.300293
	Iteration 58Q: 3 clusters Score -3694813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3694818.250000 Penalty: 5152.300293
	Iteration 59Q: 3 clusters Score -3694818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3694820.500000 Penalty: 5152.300293
	Iteration 60F: 3 clusters Score -3694820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3694820.250000 Penalty: 5152.300293
	Iteration 61Q: 3 clusters Score -3694820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3694819.000000 Penalty: 5152.300293
	Iteration 62Q: 3 clusters Score -3694819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3694822.500000 Penalty: 5152.300293
	Iteration 63Q: 3 clusters Score -3694822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3694831.250000 Penalty: 5152.300293
	Iteration 64Q: 3 clusters Score -3694831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3694832.500000 Penalty: 5152.300293
	Iteration 65Q: 3 clusters Score -3694832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3694837.750000 Penalty: 5152.300293
	Iteration 66Q: 3 clusters Score -3694838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3694838.750000 Penalty: 5152.300293
	Iteration 67Q: 3 clusters Score -3694839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3694834.750000 Penalty: 5152.300293
	Iteration 68Q: 3 clusters Score -3694835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3694842.750000 Penalty: 5152.300293
	Iteration 69Q: 3 clusters Score -3694843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3694850.750000 Penalty: 5152.300293
	Iteration 70Q: 3 clusters Score -3694851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3694857.000000 Penalty: 5152.300293
	Iteration 71Q: 3 clusters Score -3694857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3694856.500000 Penalty: 5152.300293
	Iteration 72Q: 3 clusters Score -3694856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3694850.000000 Penalty: 5152.300293
	Iteration 73Q: 3 clusters Score -3694850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3694855.750000 Penalty: 5152.300293
	Iteration 74Q: 3 clusters Score -3694856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3694857.750000 Penalty: 5152.300293
	Iteration 75Q: 3 clusters Score -3694858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3694864.750000 Penalty: 5152.300293
	Iteration 76Q: 3 clusters Score -3694865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3694857.750000 Penalty: 5152.300293
	Iteration 77Q: 3 clusters Score -3694858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3694862.750000 Penalty: 5152.300293
	Iteration 78Q: 3 clusters Score -3694863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3694867.250000 Penalty: 5152.300293
	Iteration 79Q: 3 clusters Score -3694867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3694869.500000 Penalty: 5152.300293
	Iteration 80F: 3 clusters Score -3694870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3694871.500000 Penalty: 5152.300293
	Iteration 81Q: 3 clusters Score -3694872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3694870.000000 Penalty: 5152.300293
	Iteration 82Q: 3 clusters Score -3694870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3694876.750000 Penalty: 5152.300293
	Iteration 83Q: 3 clusters Score -3694877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3694878.750000 Penalty: 5152.300293
	Iteration 84Q: 3 clusters Score -3694879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3694880.500000 Penalty: 5152.300293
	Iteration 85Q: 3 clusters Score -3694880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3694876.250000 Penalty: 5152.300293
	Iteration 86Q: 3 clusters Score -3694876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3694876.250000 Penalty: 5152.300293
	Iteration 87Q: 3 clusters Score -3694876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3694876.750000 Penalty: 5152.300293
	Iteration 88Q: 3 clusters Score -3694877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3694879.000000 Penalty: 5152.300293
	Iteration 89Q: 3 clusters Score -3694879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3694881.500000 Penalty: 5152.300293
	Iteration 90Q: 3 clusters Score -3694882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3694888.500000 Penalty: 5152.300293
	Iteration 91Q: 3 clusters Score -3694888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3694881.000000 Penalty: 5152.300293
	Iteration 92Q: 3 clusters Score -3694881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3694881.250000 Penalty: 5152.300293
	Iteration 93Q: 3 clusters Score -3694881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3694888.750000 Penalty: 5152.300293
	Iteration 94Q: 3 clusters Score -3694889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3694905.250000 Penalty: 5152.300293
	Iteration 95Q: 3 clusters Score -3694905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3694915.750000 Penalty: 5152.300293
	Iteration 96Q: 3 clusters Score -3694916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3694913.500000 Penalty: 5152.300293
	Iteration 97Q: 3 clusters Score -3694914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3694926.250000 Penalty: 5152.300293
	Iteration 98Q: 3 clusters Score -3694926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3694942.250000 Penalty: 5152.300293
	Iteration 99Q: 3 clusters Score -3694942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3694946.250000 Penalty: 5152.300293
	Iteration 100F: 3 clusters Score -3694946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3694957.500000 Penalty: 5152.300293
	Iteration 101Q: 3 clusters Score -3694958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3694963.250000 Penalty: 5152.300293
	Iteration 102Q: 3 clusters Score -3694963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3694973.000000 Penalty: 5152.300293
	Iteration 103Q: 3 clusters Score -3694973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3694975.000000 Penalty: 5152.300293
	Iteration 104Q: 3 clusters Score -3694975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3694984.750000 Penalty: 5152.300293
	Iteration 105Q: 3 clusters Score -3694985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3694992.000000 Penalty: 5152.300293
	Iteration 106Q: 3 clusters Score -3694992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3694991.750000 Penalty: 5152.300293
	Iteration 107Q: 3 clusters Score -3694992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3695004.500000 Penalty: 5152.300293
	Iteration 108Q: 3 clusters Score -3695004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3695007.250000 Penalty: 5152.300293
	Iteration 109Q: 3 clusters Score -3695007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3695009.000000 Penalty: 5152.300293
	Iteration 110Q: 3 clusters Score -3695009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3695009.500000 Penalty: 5152.300293
	Iteration 111Q: 3 clusters Score -3695010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3695019.250000 Penalty: 5152.300293
	Iteration 112Q: 3 clusters Score -3695019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3695023.000000 Penalty: 5152.300293
	Iteration 113Q: 3 clusters Score -3695023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3695034.000000 Penalty: 5152.300293
	Iteration 114Q: 3 clusters Score -3695034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3695053.250000 Penalty: 5152.300293
	Iteration 115Q: 3 clusters Score -3695053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3695051.250000 Penalty: 5152.300293
	Iteration 116Q: 3 clusters Score -3695051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3695066.250000 Penalty: 5152.300293
	Iteration 117Q: 3 clusters Score -3695066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3695083.000000 Penalty: 5152.300293
	Iteration 118Q: 3 clusters Score -3695083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3695093.500000 Penalty: 5152.300293
	Iteration 119Q: 3 clusters Score -3695094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3695092.500000 Penalty: 5152.300293
	Iteration 120F: 3 clusters Score -3695092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3695097.750000 Penalty: 5152.300293
	Iteration 121Q: 3 clusters Score -3695098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3695089.500000 Penalty: 5152.300293
	Iteration 122Q: 3 clusters Score -3695090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3695089.000000 Penalty: 5152.300293
	Iteration 123Q: 3 clusters Score -3695089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3695092.500000 Penalty: 5152.300293
	Iteration 124Q: 3 clusters Score -3695092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3695106.250000 Penalty: 5152.300293
	Iteration 125Q: 3 clusters Score -3695106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3695112.000000 Penalty: 5152.300293
	Iteration 126Q: 3 clusters Score -3695112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3695113.250000 Penalty: 5152.300293
	Iteration 127Q: 3 clusters Score -3695113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3695109.500000 Penalty: 5152.300293
	Iteration 128Q: 3 clusters Score -3695110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3695110.000000 Penalty: 5152.300293
	Iteration 129Q: 3 clusters Score -3695110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3695112.250000 Penalty: 5152.300293
	Iteration 130Q: 3 clusters Score -3695112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3695116.000000 Penalty: 5152.300293
	Iteration 131Q: 3 clusters Score -3695116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3695113.750000 Penalty: 5152.300293
	Iteration 132Q: 3 clusters Score -3695114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3695119.250000 Penalty: 5152.300293
	Iteration 133Q: 3 clusters Score -3695119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3695122.500000 Penalty: 5152.300293
	Iteration 134Q: 3 clusters Score -3695122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3695126.000000 Penalty: 5152.300293
	Iteration 135Q: 3 clusters Score -3695126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3695125.250000 Penalty: 5152.300293
	Iteration 136Q: 3 clusters Score -3695125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3695123.250000 Penalty: 5152.300293
	Iteration 137Q: 3 clusters Score -3695123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3695123.250000 Penalty: 5152.300293
	Iteration 138F: 3 clusters Score -3695123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Entering Unmasked Estep 
Score: -4179770.750000 Penalty: 2632.517578
	Iteration 0F: 2 clusters Score -4179771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4152167.500000 Penalty: 5265.035156
	Iteration 0F: 3 clusters Score -4152168 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4163686.250000 Penalty: 5265.035156
	Iteration 1F: 3 clusters Score -4163686 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4165788.250000 Penalty: 5265.035156
	Iteration 2F: 3 clusters Score -4165788 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4168140.250000 Penalty: 5265.035156
	Iteration 3F: 3 clusters Score -4168140 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4170408.500000 Penalty: 5265.035156
	Iteration 4F: 3 clusters Score -4170408 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4172333.250000 Penalty: 5265.035156
	Iteration 5F: 3 clusters Score -4172333 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4173745.750000 Penalty: 5265.035156
	Iteration 6F: 3 clusters Score -4173746 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4174735.250000 Penalty: 5265.035156
	Iteration 7Q: 3 clusters Score -4174735 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4175394.000000 Penalty: 5265.035156
	Iteration 8Q: 3 clusters Score -4175394 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4175891.250000 Penalty: 5265.035156
	Iteration 9Q: 3 clusters Score -4175891 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4176279.000000 Penalty: 5265.035156
	Iteration 10Q: 3 clusters Score -4176279 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4176550.500000 Penalty: 5265.035156
	Iteration 11Q: 3 clusters Score -4176550 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4176774.000000 Penalty: 5265.035156
	Iteration 12Q: 3 clusters Score -4176774 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4176939.250000 Penalty: 5265.035156
	Iteration 13Q: 3 clusters Score -4176939 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4177043.750000 Penalty: 5265.035156
	Iteration 14Q: 3 clusters Score -4177044 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4177099.500000 Penalty: 5265.035156
	Iteration 15Q: 3 clusters Score -4177100 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4177151.500000 Penalty: 5265.035156
	Iteration 16Q: 3 clusters Score -4177152 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4177202.750000 Penalty: 5265.035156
	Iteration 17Q: 3 clusters Score -4177203 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4177238.250000 Penalty: 5265.035156
	Iteration 18Q: 3 clusters Score -4177238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4177238.750000 Penalty: 5265.035156
	Iteration 19Q: 3 clusters Score -4177239 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4177259.500000 Penalty: 5265.035156
	Iteration 20F: 3 clusters Score -4177260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4177274.000000 Penalty: 5265.035156
	Iteration 21Q: 3 clusters Score -4177274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4177294.750000 Penalty: 5265.035156
	Iteration 22Q: 3 clusters Score -4177295 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4177300.250000 Penalty: 5265.035156
	Iteration 23Q: 3 clusters Score -4177300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4177320.750000 Penalty: 5265.035156
	Iteration 24Q: 3 clusters Score -4177321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4177342.250000 Penalty: 5265.035156
	Iteration 25Q: 3 clusters Score -4177342 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4177342.750000 Penalty: 5265.035156
	Iteration 26Q: 3 clusters Score -4177343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4177332.000000 Penalty: 5265.035156
	Iteration 27Q: 3 clusters Score -4177332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4177329.250000 Penalty: 5265.035156
	Iteration 28Q: 3 clusters Score -4177329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4177330.500000 Penalty: 5265.035156
	Iteration 29Q: 3 clusters Score -4177330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -4177339.250000 Penalty: 5265.035156
	Iteration 30Q: 3 clusters Score -4177339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4177338.750000 Penalty: 5265.035156
	Iteration 31Q: 3 clusters Score -4177339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4177342.500000 Penalty: 5265.035156
	Iteration 32Q: 3 clusters Score -4177342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4177337.750000 Penalty: 5265.035156
	Iteration 33Q: 3 clusters Score -4177338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4177333.000000 Penalty: 5265.035156
	Iteration 34Q: 3 clusters Score -4177333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4177333.250000 Penalty: 5265.035156
	Iteration 35Q: 3 clusters Score -4177333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4177333.500000 Penalty: 5265.035156
	Iteration 36Q: 3 clusters Score -4177334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4177324.750000 Penalty: 5265.035156
	Iteration 37Q: 3 clusters Score -4177325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4177329.750000 Penalty: 5265.035156
	Iteration 38Q: 3 clusters Score -4177330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4177326.500000 Penalty: 5265.035156
	Iteration 39Q: 3 clusters Score -4177326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4177332.250000 Penalty: 5265.035156
	Iteration 40F: 3 clusters Score -4177332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4177339.250000 Penalty: 5265.035156
	Iteration 41Q: 3 clusters Score -4177339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4177341.500000 Penalty: 5265.035156
	Iteration 42Q: 3 clusters Score -4177342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4177345.000000 Penalty: 5265.035156
	Iteration 43Q: 3 clusters Score -4177345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4177353.000000 Penalty: 5265.035156
	Iteration 44Q: 3 clusters Score -4177353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4177348.750000 Penalty: 5265.035156
	Iteration 45Q: 3 clusters Score -4177349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4177348.500000 Penalty: 5265.035156
	Iteration 46Q: 3 clusters Score -4177348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4177349.750000 Penalty: 5265.035156
	Iteration 47Q: 3 clusters Score -4177350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4177350.750000 Penalty: 5265.035156
	Iteration 48Q: 3 clusters Score -4177351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4177345.500000 Penalty: 5265.035156
	Iteration 49Q: 3 clusters Score -4177346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4177349.250000 Penalty: 5265.035156
	Iteration 50Q: 3 clusters Score -4177349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4177353.250000 Penalty: 5265.035156
	Iteration 51Q: 3 clusters Score -4177353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4177354.000000 Penalty: 5265.035156
	Iteration 52Q: 3 clusters Score -4177354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4177352.750000 Penalty: 5265.035156
	Iteration 53Q: 3 clusters Score -4177353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4177353.500000 Penalty: 5265.035156
	Iteration 54Q: 3 clusters Score -4177354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4177358.750000 Penalty: 5265.035156
	Iteration 55Q: 3 clusters Score -4177359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4177357.500000 Penalty: 5265.035156
	Iteration 56Q: 3 clusters Score -4177358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4177353.500000 Penalty: 5265.035156
	Iteration 57Q: 3 clusters Score -4177354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4177354.250000 Penalty: 5265.035156
	Iteration 58Q: 3 clusters Score -4177354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4177354.000000 Penalty: 5265.035156
	Iteration 59Q: 3 clusters Score -4177354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4177348.750000 Penalty: 5265.035156
	Iteration 60F: 3 clusters Score -4177349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4177349.250000 Penalty: 5265.035156
	Iteration 61Q: 3 clusters Score -4177349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4177353.000000 Penalty: 5265.035156
	Iteration 62Q: 3 clusters Score -4177353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4177356.000000 Penalty: 5265.035156
	Iteration 63Q: 3 clusters Score -4177356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4177355.000000 Penalty: 5265.035156
	Iteration 64Q: 3 clusters Score -4177355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4177353.250000 Penalty: 5265.035156
	Iteration 65Q: 3 clusters Score -4177353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4177353.250000 Penalty: 5265.035156
	Iteration 66F: 3 clusters Score -4177353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -614639.562500 Penalty: 2135.042725
	Iteration 0F: 2 clusters Score -614639.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -609823.312500 Penalty: 4270.085449
	Iteration 0F: 3 clusters Score -609823.3 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -611059.000000 Penalty: 4270.085449
	Iteration 1F: 3 clusters Score -611059 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -611366.625000 Penalty: 4270.085449
	Iteration 2F: 3 clusters Score -611366.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -611677.875000 Penalty: 4270.085449
	Iteration 3F: 3 clusters Score -611677.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -612018.812500 Penalty: 4270.085449
	Iteration 4F: 3 clusters Score -612018.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -612479.500000 Penalty: 4270.085449
	Iteration 5F: 3 clusters Score -612479.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -612989.687500 Penalty: 4270.085449
	Iteration 6F: 3 clusters Score -612989.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -613555.312500 Penalty: 4270.085449
	Iteration 7F: 3 clusters Score -613555.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -613906.125000 Penalty: 4270.085449
	Iteration 8F: 3 clusters Score -613906.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -614071.437500 Penalty: 4270.085449
	Iteration 9Q: 3 clusters Score -614071.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -614159.000000 Penalty: 4270.085449
	Iteration 10Q: 3 clusters Score -614159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -614197.750000 Penalty: 4270.085449
	Iteration 11Q: 3 clusters Score -614197.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -614220.812500 Penalty: 4270.085449
	Iteration 12Q: 3 clusters Score -614220.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -614231.812500 Penalty: 4270.085449
	Iteration 13Q: 3 clusters Score -614231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -614235.625000 Penalty: 4270.085449
	Iteration 14Q: 3 clusters Score -614235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -614238.062500 Penalty: 4270.085449
	Iteration 15Q: 3 clusters Score -614238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -614238.625000 Penalty: 4270.085449
	Iteration 16Q: 3 clusters Score -614238.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -614243.062500 Penalty: 4270.085449
	Iteration 17Q: 3 clusters Score -614243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -614247.312500 Penalty: 4270.085449
	Iteration 18Q: 3 clusters Score -614247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -614251.125000 Penalty: 4270.085449
	Iteration 19Q: 3 clusters Score -614251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -614250.312500 Penalty: 4270.085449
	Iteration 20F: 3 clusters Score -614250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -614251.875000 Penalty: 4270.085449
	Iteration 21Q: 3 clusters Score -614251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -614252.625000 Penalty: 4270.085449
	Iteration 22Q: 3 clusters Score -614252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -614252.250000 Penalty: 4270.085449
	Iteration 23Q: 3 clusters Score -614252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -614252.250000 Penalty: 4270.085449
	Iteration 24F: 3 clusters Score -614252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (80959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Entering Unmasked Estep 
Score: -9175622.000000 Penalty: 2802.821045
	Iteration 0F: 2 clusters Score -9175622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -9121308.000000 Penalty: 5605.642090
	Iteration 0F: 3 clusters Score -9121308 nChanged 38082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -9143804.000000 Penalty: 5605.642090
	Iteration 1F: 3 clusters Score -9143804 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -9145376.000000 Penalty: 5605.642090
	Iteration 2Q: 3 clusters Score -9145376 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -9147235.000000 Penalty: 5605.642090
	Iteration 3F: 3 clusters Score -9147235 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -9149826.000000 Penalty: 5605.642090
	Iteration 4F: 3 clusters Score -9149826 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -9153366.000000 Penalty: 5605.642090
	Iteration 5F: 3 clusters Score -9153366 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -9158174.000000 Penalty: 5605.642090
	Iteration 6F: 3 clusters Score -9158174 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -9163549.000000 Penalty: 5605.642090
	Iteration 7F: 3 clusters Score -9163549 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -9168339.000000 Penalty: 5605.642090
	Iteration 8F: 3 clusters Score -9168339 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -9171494.000000 Penalty: 5605.642090
	Iteration 9Q: 3 clusters Score -9171494 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -9173163.000000 Penalty: 5605.642090
	Iteration 10Q: 3 clusters Score -9173163 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -9174010.000000 Penalty: 5605.642090
	Iteration 11Q: 3 clusters Score -9174010 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -9174679.000000 Penalty: 5605.642090
	Iteration 12Q: 3 clusters Score -9174679 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -9175267.000000 Penalty: 5605.642090
	Iteration 13Q: 3 clusters Score -9175267 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -9176027.000000 Penalty: 5605.642090
	Iteration 14Q: 3 clusters Score -9176027 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -9176991.000000 Penalty: 5605.642090
	Iteration 15Q: 3 clusters Score -9176991 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -9178069.000000 Penalty: 5605.642090
	Iteration 16Q: 3 clusters Score -9178069 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -9179323.000000 Penalty: 5605.642090
	Iteration 17Q: 3 clusters Score -9179323 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -9180571.000000 Penalty: 5605.642090
	Iteration 18Q: 3 clusters Score -9180571 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -9181782.000000 Penalty: 5605.642090
	Iteration 19Q: 3 clusters Score -9181782 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -9183014.000000 Penalty: 5605.642090
	Iteration 20F: 3 clusters Score -9183014 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -9183961.000000 Penalty: 5605.642090
	Iteration 21Q: 3 clusters Score -9183961 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -9184838.000000 Penalty: 5605.642090
	Iteration 22Q: 3 clusters Score -9184838 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -9185677.000000 Penalty: 5605.642090
	Iteration 23Q: 3 clusters Score -9185677 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -9186232.000000 Penalty: 5605.642090
	Iteration 24Q: 3 clusters Score -9186232 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -9186691.000000 Penalty: 5605.642090
	Iteration 25Q: 3 clusters Score -9186691 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -9187067.000000 Penalty: 5605.642090
	Iteration 26Q: 3 clusters Score -9187067 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -9187260.000000 Penalty: 5605.642090
	Iteration 27Q: 3 clusters Score -9187260 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -9187389.000000 Penalty: 5605.642090
	Iteration 28Q: 3 clusters Score -9187389 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -9187491.000000 Penalty: 5605.642090
	Iteration 29Q: 3 clusters Score -9187491 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -9187576.000000 Penalty: 5605.642090
	Iteration 30Q: 3 clusters Score -9187576 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9187639.000000 Penalty: 5605.642090
	Iteration 31Q: 3 clusters Score -9187639 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -9187689.000000 Penalty: 5605.642090
	Iteration 32Q: 3 clusters Score -9187689 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -9187715.000000 Penalty: 5605.642090
	Iteration 33Q: 3 clusters Score -9187715 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -9187750.000000 Penalty: 5605.642090
	Iteration 34Q: 3 clusters Score -9187750 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -9187735.000000 Penalty: 5605.642090
	Iteration 35Q: 3 clusters Score -9187735 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -9187750.000000 Penalty: 5605.642090
	Iteration 36Q: 3 clusters Score -9187750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -9187752.000000 Penalty: 5605.642090
	Iteration 37Q: 3 clusters Score -9187752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -9187763.000000 Penalty: 5605.642090
	Iteration 38Q: 3 clusters Score -9187763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -9187761.000000 Penalty: 5605.642090
	Iteration 39Q: 3 clusters Score -9187761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -9187764.000000 Penalty: 5605.642090
	Iteration 40F: 3 clusters Score -9187764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -9187762.000000 Penalty: 5605.642090
	Iteration 41Q: 3 clusters Score -9187762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -9187750.000000 Penalty: 5605.642090
	Iteration 42Q: 3 clusters Score -9187750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -9187766.000000 Penalty: 5605.642090
	Iteration 43Q: 3 clusters Score -9187766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9187757.000000 Penalty: 5605.642090
	Iteration 44Q: 3 clusters Score -9187757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -9187768.000000 Penalty: 5605.642090
	Iteration 45Q: 3 clusters Score -9187768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -9187773.000000 Penalty: 5605.642090
	Iteration 46Q: 3 clusters Score -9187773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -9187773.000000 Penalty: 5605.642090
	Iteration 47Q: 3 clusters Score -9187773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -9187778.000000 Penalty: 5605.642090
	Iteration 48Q: 3 clusters Score -9187778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -9187770.000000 Penalty: 5605.642090
	Iteration 49Q: 3 clusters Score -9187770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -9187768.000000 Penalty: 5605.642090
	Iteration 50Q: 3 clusters Score -9187768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -9187767.000000 Penalty: 5605.642090
	Iteration 51Q: 3 clusters Score -9187767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -9187767.000000 Penalty: 5605.642090
	Iteration 52Q: 3 clusters Score -9187767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -9187771.000000 Penalty: 5605.642090
	Iteration 53Q: 3 clusters Score -9187771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -9187771.000000 Penalty: 5605.642090
	Iteration 54F: 3 clusters Score -9187771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 10273 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Entering Unmasked Estep 
Score: -211981840.000000 Penalty: 208399.187500
Splitting cluster 26 changes total score from -211895648.000000 to -211981840.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 27 (10273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Entering Unmasked Estep 
Score: -823322.312500 Penalty: 2290.843994
	Iteration 0F: 2 clusters Score -823322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -815906.187500 Penalty: 4581.687988
	Iteration 0F: 3 clusters Score -815906.2 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -822438.500000 Penalty: 4581.687988
	Iteration 1F: 3 clusters Score -822438.5 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -826174.312500 Penalty: 4581.687988
	Iteration 2F: 3 clusters Score -826174.3 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -828576.250000 Penalty: 4581.687988
	Iteration 3F: 3 clusters Score -828576.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -829562.937500 Penalty: 4581.687988
	Iteration 4F: 3 clusters Score -829562.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -829912.875000 Penalty: 4581.687988
	Iteration 5Q: 3 clusters Score -829912.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -830135.750000 Penalty: 4581.687988
	Iteration 6Q: 3 clusters Score -830135.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -830349.125000 Penalty: 4581.687988
	Iteration 7Q: 3 clusters Score -830349.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -830553.250000 Penalty: 4581.687988
	Iteration 8Q: 3 clusters Score -830553.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -830694.875000 Penalty: 4581.687988
	Iteration 9Q: 3 clusters Score -830694.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -830755.187500 Penalty: 4581.687988
	Iteration 10Q: 3 clusters Score -830755.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -830808.062500 Penalty: 4581.687988
	Iteration 11Q: 3 clusters Score -830808.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -830893.375000 Penalty: 4581.687988
	Iteration 12Q: 3 clusters Score -830893.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -830990.062500 Penalty: 4581.687988
	Iteration 13Q: 3 clusters Score -830990.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -831028.375000 Penalty: 4581.687988
	Iteration 14Q: 3 clusters Score -831028.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -831054.312500 Penalty: 4581.687988
	Iteration 15Q: 3 clusters Score -831054.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -831067.437500 Penalty: 4581.687988
	Iteration 16Q: 3 clusters Score -831067.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -831076.125000 Penalty: 4581.687988
	Iteration 17Q: 3 clusters Score -831076.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -831080.500000 Penalty: 4581.687988
	Iteration 18Q: 3 clusters Score -831080.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -831090.062500 Penalty: 4581.687988
	Iteration 19Q: 3 clusters Score -831090.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -831094.812500 Penalty: 4581.687988
	Iteration 20F: 3 clusters Score -831094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -831094.187500 Penalty: 4581.687988
	Iteration 21Q: 3 clusters Score -831094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -831099.500000 Penalty: 4581.687988
	Iteration 22Q: 3 clusters Score -831099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -831099.062500 Penalty: 4581.687988
	Iteration 23Q: 3 clusters Score -831099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -831098.875000 Penalty: 4581.687988
	Iteration 24Q: 3 clusters Score -831098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -831098.875000 Penalty: 4581.687988
	Iteration 25Q: 3 clusters Score -831098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -831098.937500 Penalty: 4581.687988
	Iteration 26Q: 3 clusters Score -831098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -831098.937500 Penalty: 4581.687988
	Iteration 27F: 3 clusters Score -831098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 37641 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Entering Unmasked Estep 
Score: -211987584.000000 Penalty: 211992.281250
Splitting cluster 27 changes total score from -211895648.000000 to -211987584.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 28 (37641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Entering Unmasked Estep 
Score: -4222744.000000 Penalty: 2612.890625
	Iteration 0F: 2 clusters Score -4222744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4197219.500000 Penalty: 5225.781250
	Iteration 0F: 3 clusters Score -4197220 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4206944.000000 Penalty: 5225.781250
	Iteration 1F: 3 clusters Score -4206944 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4208294.000000 Penalty: 5225.781250
	Iteration 2F: 3 clusters Score -4208294 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4210344.000000 Penalty: 5225.781250
	Iteration 3F: 3 clusters Score -4210344 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4212721.000000 Penalty: 5225.781250
	Iteration 4F: 3 clusters Score -4212721 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -4214642.500000 Penalty: 5225.781250
	Iteration 5F: 3 clusters Score -4214642 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4215814.000000 Penalty: 5225.781250
	Iteration 6F: 3 clusters Score -4215814 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4216430.000000 Penalty: 5225.781250
	Iteration 7Q: 3 clusters Score -4216430 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4216816.000000 Penalty: 5225.781250
	Iteration 8Q: 3 clusters Score -4216816 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4217054.500000 Penalty: 5225.781250
	Iteration 9Q: 3 clusters Score -4217054 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -4217189.000000 Penalty: 5225.781250
	Iteration 10Q: 3 clusters Score -4217189 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4217280.000000 Penalty: 5225.781250
	Iteration 11Q: 3 clusters Score -4217280 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4217355.000000 Penalty: 5225.781250
	Iteration 12Q: 3 clusters Score -4217355 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4217427.500000 Penalty: 5225.781250
	Iteration 13Q: 3 clusters Score -4217428 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4217473.500000 Penalty: 5225.781250
	Iteration 14Q: 3 clusters Score -4217474 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4217559.500000 Penalty: 5225.781250
	Iteration 15Q: 3 clusters Score -4217560 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4217640.500000 Penalty: 5225.781250
	Iteration 16Q: 3 clusters Score -4217640 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4217724.500000 Penalty: 5225.781250
	Iteration 17Q: 3 clusters Score -4217724 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4217804.500000 Penalty: 5225.781250
	Iteration 18Q: 3 clusters Score -4217804 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4217904.500000 Penalty: 5225.781250
	Iteration 19Q: 3 clusters Score -4217904 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4218016.500000 Penalty: 5225.781250
	Iteration 20F: 3 clusters Score -4218016 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4218142.000000 Penalty: 5225.781250
	Iteration 21Q: 3 clusters Score -4218142 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4218358.500000 Penalty: 5225.781250
	Iteration 22Q: 3 clusters Score -4218358 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4218522.000000 Penalty: 5225.781250
	Iteration 23Q: 3 clusters Score -4218522 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4218747.500000 Penalty: 5225.781250
	Iteration 24Q: 3 clusters Score -4218748 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4219000.000000 Penalty: 5225.781250
	Iteration 25Q: 3 clusters Score -4219000 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4219261.500000 Penalty: 5225.781250
	Iteration 26Q: 3 clusters Score -4219262 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4219578.000000 Penalty: 5225.781250
	Iteration 27Q: 3 clusters Score -4219578 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4220013.000000 Penalty: 5225.781250
	Iteration 28Q: 3 clusters Score -4220013 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -4220859.000000 Penalty: 5225.781250
	Iteration 29Q: 3 clusters Score -4220859 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -4222476.500000 Penalty: 5225.781250
	Iteration 30Q: 3 clusters Score -4222476 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4224564.000000 Penalty: 5225.781250
	Iteration 31Q: 3 clusters Score -4224564 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4225640.000000 Penalty: 5225.781250
	Iteration 32Q: 3 clusters Score -4225640 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4226197.500000 Penalty: 5225.781250
	Iteration 33Q: 3 clusters Score -4226198 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4226485.500000 Penalty: 5225.781250
	Iteration 34Q: 3 clusters Score -4226486 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4226618.500000 Penalty: 5225.781250
	Iteration 35Q: 3 clusters Score -4226618 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4226709.000000 Penalty: 5225.781250
	Iteration 36Q: 3 clusters Score -4226709 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4226786.500000 Penalty: 5225.781250
	Iteration 37Q: 3 clusters Score -4226786 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -4226872.000000 Penalty: 5225.781250
	Iteration 38Q: 3 clusters Score -4226872 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4226934.000000 Penalty: 5225.781250
	Iteration 39Q: 3 clusters Score -4226934 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -4227036.500000 Penalty: 5225.781250
	Iteration 40F: 3 clusters Score -4227036 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4227190.500000 Penalty: 5225.781250
	Iteration 41Q: 3 clusters Score -4227190 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4227394.000000 Penalty: 5225.781250
	Iteration 42Q: 3 clusters Score -4227394 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4227625.500000 Penalty: 5225.781250
	Iteration 43Q: 3 clusters Score -4227626 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4227889.500000 Penalty: 5225.781250
	Iteration 44Q: 3 clusters Score -4227890 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -4228126.000000 Penalty: 5225.781250
	Iteration 45Q: 3 clusters Score -4228126 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -4228324.500000 Penalty: 5225.781250
	Iteration 46Q: 3 clusters Score -4228324 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4228510.500000 Penalty: 5225.781250
	Iteration 47Q: 3 clusters Score -4228510 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4228650.000000 Penalty: 5225.781250
	Iteration 48Q: 3 clusters Score -4228650 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4228787.000000 Penalty: 5225.781250
	Iteration 49Q: 3 clusters Score -4228787 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4228887.500000 Penalty: 5225.781250
	Iteration 50Q: 3 clusters Score -4228888 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4228952.500000 Penalty: 5225.781250
	Iteration 51Q: 3 clusters Score -4228952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4229013.500000 Penalty: 5225.781250
	Iteration 52Q: 3 clusters Score -4229014 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4229063.000000 Penalty: 5225.781250
	Iteration 53Q: 3 clusters Score -4229063 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4229085.000000 Penalty: 5225.781250
	Iteration 54Q: 3 clusters Score -4229085 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4229118.500000 Penalty: 5225.781250
	Iteration 55Q: 3 clusters Score -4229118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4229125.000000 Penalty: 5225.781250
	Iteration 56Q: 3 clusters Score -4229125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4229149.500000 Penalty: 5225.781250
	Iteration 57Q: 3 clusters Score -4229150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4229160.000000 Penalty: 5225.781250
	Iteration 58Q: 3 clusters Score -4229160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4229183.500000 Penalty: 5225.781250
	Iteration 59Q: 3 clusters Score -4229184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4229228.500000 Penalty: 5225.781250
	Iteration 60F: 3 clusters Score -4229228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4229254.000000 Penalty: 5225.781250
	Iteration 61Q: 3 clusters Score -4229254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4229260.500000 Penalty: 5225.781250
	Iteration 62Q: 3 clusters Score -4229260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -4229273.500000 Penalty: 5225.781250
	Iteration 63Q: 3 clusters Score -4229274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4229284.500000 Penalty: 5225.781250
	Iteration 64Q: 3 clusters Score -4229284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -4229298.500000 Penalty: 5225.781250
	Iteration 65Q: 3 clusters Score -4229298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4229327.000000 Penalty: 5225.781250
	Iteration 66Q: 3 clusters Score -4229327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4229330.500000 Penalty: 5225.781250
	Iteration 67Q: 3 clusters Score -4229330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4229333.000000 Penalty: 5225.781250
	Iteration 68Q: 3 clusters Score -4229333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4229334.000000 Penalty: 5225.781250
	Iteration 69Q: 3 clusters Score -4229334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -4229334.000000 Penalty: 5225.781250
	Iteration 70Q: 3 clusters Score -4229334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -4229337.500000 Penalty: 5225.781250
	Iteration 71Q: 3 clusters Score -4229338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4229349.000000 Penalty: 5225.781250
	Iteration 72Q: 3 clusters Score -4229349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4229336.000000 Penalty: 5225.781250
	Iteration 73Q: 3 clusters Score -4229336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4229340.000000 Penalty: 5225.781250
	Iteration 74Q: 3 clusters Score -4229340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4229339.000000 Penalty: 5225.781250
	Iteration 75Q: 3 clusters Score -4229339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4229341.500000 Penalty: 5225.781250
	Iteration 76Q: 3 clusters Score -4229342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4229344.000000 Penalty: 5225.781250
	Iteration 77Q: 3 clusters Score -4229344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4229340.500000 Penalty: 5225.781250
	Iteration 78Q: 3 clusters Score -4229340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4229340.500000 Penalty: 5225.781250
	Iteration 79Q: 3 clusters Score -4229340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4229333.000000 Penalty: 5225.781250
	Iteration 80F: 3 clusters Score -4229333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4229330.500000 Penalty: 5225.781250
	Iteration 81Q: 3 clusters Score -4229330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4229334.500000 Penalty: 5225.781250
	Iteration 82Q: 3 clusters Score -4229334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4229336.000000 Penalty: 5225.781250
	Iteration 83Q: 3 clusters Score -4229336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4229335.500000 Penalty: 5225.781250
	Iteration 84Q: 3 clusters Score -4229336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4229339.500000 Penalty: 5225.781250
	Iteration 85Q: 3 clusters Score -4229340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4229339.500000 Penalty: 5225.781250
	Iteration 86F: 3 clusters Score -4229340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Entering Unmasked Estep 
Score: -211991856.000000 Penalty: 215585.375000
Splitting cluster 28 changes total score from -211895648.000000 to -211991856.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 29 (15829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Entering Unmasked Estep 
Score: -1826597.250000 Penalty: 2398.060547
	Iteration 0F: 2 clusters Score -1826597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1815173.000000 Penalty: 4796.121094
	Iteration 0F: 3 clusters Score -1815173 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1818775.375000 Penalty: 4796.121094
	Iteration 1F: 3 clusters Score -1818775 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1819074.750000 Penalty: 4796.121094
	Iteration 2F: 3 clusters Score -1819075 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1819302.125000 Penalty: 4796.121094
	Iteration 3Q: 3 clusters Score -1819302 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1819475.750000 Penalty: 4796.121094
	Iteration 4Q: 3 clusters Score -1819476 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1819601.250000 Penalty: 4796.121094
	Iteration 5Q: 3 clusters Score -1819601 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1819740.125000 Penalty: 4796.121094
	Iteration 6Q: 3 clusters Score -1819740 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1819851.875000 Penalty: 4796.121094
	Iteration 7Q: 3 clusters Score -1819852 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1819940.625000 Penalty: 4796.121094
	Iteration 8Q: 3 clusters Score -1819941 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1820027.375000 Penalty: 4796.121094
	Iteration 9Q: 3 clusters Score -1820027 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1820128.500000 Penalty: 4796.121094
	Iteration 10Q: 3 clusters Score -1820128 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1820226.250000 Penalty: 4796.121094
	Iteration 11Q: 3 clusters Score -1820226 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1820325.375000 Penalty: 4796.121094
	Iteration 12Q: 3 clusters Score -1820325 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1820416.125000 Penalty: 4796.121094
	Iteration 13Q: 3 clusters Score -1820416 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1820502.875000 Penalty: 4796.121094
	Iteration 14Q: 3 clusters Score -1820503 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1820601.000000 Penalty: 4796.121094
	Iteration 15Q: 3 clusters Score -1820601 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1820720.000000 Penalty: 4796.121094
	Iteration 16Q: 3 clusters Score -1820720 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1820867.625000 Penalty: 4796.121094
	Iteration 17Q: 3 clusters Score -1820868 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1821068.750000 Penalty: 4796.121094
	Iteration 18Q: 3 clusters Score -1821069 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1821293.875000 Penalty: 4796.121094
	Iteration 19Q: 3 clusters Score -1821294 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1821556.750000 Penalty: 4796.121094
	Iteration 20F: 3 clusters Score -1821557 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1821871.375000 Penalty: 4796.121094
	Iteration 21Q: 3 clusters Score -1821871 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1822219.375000 Penalty: 4796.121094
	Iteration 22Q: 3 clusters Score -1822219 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1822591.375000 Penalty: 4796.121094
	Iteration 23Q: 3 clusters Score -1822591 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1822905.500000 Penalty: 4796.121094
	Iteration 24Q: 3 clusters Score -1822906 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1823179.875000 Penalty: 4796.121094
	Iteration 25Q: 3 clusters Score -1823180 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1823453.000000 Penalty: 4796.121094
	Iteration 26Q: 3 clusters Score -1823453 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1823659.125000 Penalty: 4796.121094
	Iteration 27Q: 3 clusters Score -1823659 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1823844.125000 Penalty: 4796.121094
	Iteration 28Q: 3 clusters Score -1823844 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1824000.000000 Penalty: 4796.121094
	Iteration 29Q: 3 clusters Score -1824000 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1824135.875000 Penalty: 4796.121094
	Iteration 30Q: 3 clusters Score -1824136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1824224.000000 Penalty: 4796.121094
	Iteration 31Q: 3 clusters Score -1824224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1824289.625000 Penalty: 4796.121094
	Iteration 32Q: 3 clusters Score -1824290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1824353.875000 Penalty: 4796.121094
	Iteration 33Q: 3 clusters Score -1824354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1824398.375000 Penalty: 4796.121094
	Iteration 34Q: 3 clusters Score -1824398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1824429.250000 Penalty: 4796.121094
	Iteration 35Q: 3 clusters Score -1824429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1824448.875000 Penalty: 4796.121094
	Iteration 36Q: 3 clusters Score -1824449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1824468.250000 Penalty: 4796.121094
	Iteration 37Q: 3 clusters Score -1824468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1824482.625000 Penalty: 4796.121094
	Iteration 38Q: 3 clusters Score -1824483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1824495.625000 Penalty: 4796.121094
	Iteration 39Q: 3 clusters Score -1824496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1824511.875000 Penalty: 4796.121094
	Iteration 40F: 3 clusters Score -1824512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1824519.375000 Penalty: 4796.121094
	Iteration 41Q: 3 clusters Score -1824519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1824524.375000 Penalty: 4796.121094
	Iteration 42Q: 3 clusters Score -1824524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1824535.625000 Penalty: 4796.121094
	Iteration 43Q: 3 clusters Score -1824536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1824544.000000 Penalty: 4796.121094
	Iteration 44Q: 3 clusters Score -1824544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1824556.250000 Penalty: 4796.121094
	Iteration 45Q: 3 clusters Score -1824556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1824556.875000 Penalty: 4796.121094
	Iteration 46Q: 3 clusters Score -1824557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1824567.375000 Penalty: 4796.121094
	Iteration 47Q: 3 clusters Score -1824567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1824574.000000 Penalty: 4796.121094
	Iteration 48Q: 3 clusters Score -1824574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1824575.500000 Penalty: 4796.121094
	Iteration 49Q: 3 clusters Score -1824576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1824584.875000 Penalty: 4796.121094
	Iteration 50Q: 3 clusters Score -1824585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1824589.500000 Penalty: 4796.121094
	Iteration 51Q: 3 clusters Score -1824590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1824595.750000 Penalty: 4796.121094
	Iteration 52Q: 3 clusters Score -1824596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1824597.500000 Penalty: 4796.121094
	Iteration 53Q: 3 clusters Score -1824598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1824600.000000 Penalty: 4796.121094
	Iteration 54Q: 3 clusters Score -1824600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1824601.500000 Penalty: 4796.121094
	Iteration 55Q: 3 clusters Score -1824602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1824606.500000 Penalty: 4796.121094
	Iteration 56Q: 3 clusters Score -1824606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1824606.125000 Penalty: 4796.121094
	Iteration 57Q: 3 clusters Score -1824606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1824606.500000 Penalty: 4796.121094
	Iteration 58Q: 3 clusters Score -1824606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1824606.000000 Penalty: 4796.121094
	Iteration 59Q: 3 clusters Score -1824606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1824604.875000 Penalty: 4796.121094
	Iteration 60F: 3 clusters Score -1824605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1824606.375000 Penalty: 4796.121094
	Iteration 61Q: 3 clusters Score -1824606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1824607.750000 Penalty: 4796.121094
	Iteration 62Q: 3 clusters Score -1824608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1824608.500000 Penalty: 4796.121094
	Iteration 63Q: 3 clusters Score -1824608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1824608.125000 Penalty: 4796.121094
	Iteration 64Q: 3 clusters Score -1824608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1824608.375000 Penalty: 4796.121094
	Iteration 65Q: 3 clusters Score -1824608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1824612.750000 Penalty: 4796.121094
	Iteration 66Q: 3 clusters Score -1824613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1824612.250000 Penalty: 4796.121094
	Iteration 67Q: 3 clusters Score -1824612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1824613.000000 Penalty: 4796.121094
	Iteration 68Q: 3 clusters Score -1824613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1824611.625000 Penalty: 4796.121094
	Iteration 69Q: 3 clusters Score -1824612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1824614.125000 Penalty: 4796.121094
	Iteration 70Q: 3 clusters Score -1824614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1824614.750000 Penalty: 4796.121094
	Iteration 71Q: 3 clusters Score -1824615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1824615.875000 Penalty: 4796.121094
	Iteration 72Q: 3 clusters Score -1824616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1824613.625000 Penalty: 4796.121094
	Iteration 73Q: 3 clusters Score -1824614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1824614.375000 Penalty: 4796.121094
	Iteration 74Q: 3 clusters Score -1824614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1824614.375000 Penalty: 4796.121094
	Iteration 75F: 3 clusters Score -1824614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
Score: -1577185.000000 Penalty: 2393.618652
	Iteration 0F: 2 clusters Score -1577185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1566005.625000 Penalty: 4787.237305
	Iteration 0F: 3 clusters Score -1566006 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1570435.000000 Penalty: 4787.237305
	Iteration 1F: 3 clusters Score -1570435 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1571799.625000 Penalty: 4787.237305
	Iteration 2F: 3 clusters Score -1571800 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1573161.375000 Penalty: 4787.237305
	Iteration 3F: 3 clusters Score -1573161 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1574476.625000 Penalty: 4787.237305
	Iteration 4F: 3 clusters Score -1574477 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1575506.625000 Penalty: 4787.237305
	Iteration 5F: 3 clusters Score -1575507 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1576305.875000 Penalty: 4787.237305
	Iteration 6F: 3 clusters Score -1576306 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1576925.125000 Penalty: 4787.237305
	Iteration 7Q: 3 clusters Score -1576925 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1577356.625000 Penalty: 4787.237305
	Iteration 8Q: 3 clusters Score -1577357 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1577660.750000 Penalty: 4787.237305
	Iteration 9Q: 3 clusters Score -1577661 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1577969.875000 Penalty: 4787.237305
	Iteration 10Q: 3 clusters Score -1577970 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1578300.625000 Penalty: 4787.237305
	Iteration 11Q: 3 clusters Score -1578301 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1578616.250000 Penalty: 4787.237305
	Iteration 12Q: 3 clusters Score -1578616 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1579005.250000 Penalty: 4787.237305
	Iteration 13Q: 3 clusters Score -1579005 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1579568.875000 Penalty: 4787.237305
	Iteration 14Q: 3 clusters Score -1579569 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1580303.125000 Penalty: 4787.237305
	Iteration 15Q: 3 clusters Score -1580303 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1580872.250000 Penalty: 4787.237305
	Iteration 16Q: 3 clusters Score -1580872 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1581267.375000 Penalty: 4787.237305
	Iteration 17Q: 3 clusters Score -1581267 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1581526.500000 Penalty: 4787.237305
	Iteration 18Q: 3 clusters Score -1581526 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1581746.750000 Penalty: 4787.237305
	Iteration 19Q: 3 clusters Score -1581747 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1581955.000000 Penalty: 4787.237305
	Iteration 20F: 3 clusters Score -1581955 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1582192.125000 Penalty: 4787.237305
	Iteration 21Q: 3 clusters Score -1582192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1582486.500000 Penalty: 4787.237305
	Iteration 22Q: 3 clusters Score -1582486 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1582696.875000 Penalty: 4787.237305
	Iteration 23Q: 3 clusters Score -1582697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1582790.375000 Penalty: 4787.237305
	Iteration 24Q: 3 clusters Score -1582790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1582843.875000 Penalty: 4787.237305
	Iteration 25Q: 3 clusters Score -1582844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1582875.875000 Penalty: 4787.237305
	Iteration 26Q: 3 clusters Score -1582876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1582908.625000 Penalty: 4787.237305
	Iteration 27Q: 3 clusters Score -1582909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1582935.250000 Penalty: 4787.237305
	Iteration 28Q: 3 clusters Score -1582935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1582948.875000 Penalty: 4787.237305
	Iteration 29Q: 3 clusters Score -1582949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1582962.375000 Penalty: 4787.237305
	Iteration 30Q: 3 clusters Score -1582962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1582967.750000 Penalty: 4787.237305
	Iteration 31Q: 3 clusters Score -1582968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1582974.250000 Penalty: 4787.237305
	Iteration 32Q: 3 clusters Score -1582974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1582973.375000 Penalty: 4787.237305
	Iteration 33Q: 3 clusters Score -1582973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1582982.750000 Penalty: 4787.237305
	Iteration 34Q: 3 clusters Score -1582983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1582982.500000 Penalty: 4787.237305
	Iteration 35Q: 3 clusters Score -1582982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1582980.750000 Penalty: 4787.237305
	Iteration 36Q: 3 clusters Score -1582981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1582983.250000 Penalty: 4787.237305
	Iteration 37Q: 3 clusters Score -1582983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1582983.250000 Penalty: 4787.237305
	Iteration 38F: 3 clusters Score -1582983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 15887 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Entering Unmasked Estep 
Score: -211997296.000000 Penalty: 219178.453125
Splitting cluster 30 changes total score from -211895648.000000 to -211997296.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 31 (15887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Entering Unmasked Estep 
Score: -1452340.750000 Penalty: 2398.967773
	Iteration 0F: 2 clusters Score -1452341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1441118.500000 Penalty: 4797.935547
	Iteration 0F: 3 clusters Score -1441118 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1447021.875000 Penalty: 4797.935547
	Iteration 1F: 3 clusters Score -1447022 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1449118.250000 Penalty: 4797.935547
	Iteration 2F: 3 clusters Score -1449118 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1450593.000000 Penalty: 4797.935547
	Iteration 3F: 3 clusters Score -1450593 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1451566.125000 Penalty: 4797.935547
	Iteration 4F: 3 clusters Score -1451566 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1452166.000000 Penalty: 4797.935547
	Iteration 5F: 3 clusters Score -1452166 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1452559.875000 Penalty: 4797.935547
	Iteration 6Q: 3 clusters Score -1452560 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1452929.000000 Penalty: 4797.935547
	Iteration 7Q: 3 clusters Score -1452929 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1453262.250000 Penalty: 4797.935547
	Iteration 8Q: 3 clusters Score -1453262 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1453508.375000 Penalty: 4797.935547
	Iteration 9Q: 3 clusters Score -1453508 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1453719.000000 Penalty: 4797.935547
	Iteration 10Q: 3 clusters Score -1453719 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1453889.625000 Penalty: 4797.935547
	Iteration 11Q: 3 clusters Score -1453890 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1454034.375000 Penalty: 4797.935547
	Iteration 12Q: 3 clusters Score -1454034 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1454149.000000 Penalty: 4797.935547
	Iteration 13Q: 3 clusters Score -1454149 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1454269.000000 Penalty: 4797.935547
	Iteration 14Q: 3 clusters Score -1454269 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1454382.500000 Penalty: 4797.935547
	Iteration 15Q: 3 clusters Score -1454382 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1454479.250000 Penalty: 4797.935547
	Iteration 16Q: 3 clusters Score -1454479 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1454566.250000 Penalty: 4797.935547
	Iteration 17Q: 3 clusters Score -1454566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1454636.375000 Penalty: 4797.935547
	Iteration 18Q: 3 clusters Score -1454636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1454681.750000 Penalty: 4797.935547
	Iteration 19Q: 3 clusters Score -1454682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1454735.000000 Penalty: 4797.935547
	Iteration 20F: 3 clusters Score -1454735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1454773.125000 Penalty: 4797.935547
	Iteration 21Q: 3 clusters Score -1454773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1454792.250000 Penalty: 4797.935547
	Iteration 22Q: 3 clusters Score -1454792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1454814.125000 Penalty: 4797.935547
	Iteration 23Q: 3 clusters Score -1454814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1454818.750000 Penalty: 4797.935547
	Iteration 24Q: 3 clusters Score -1454819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1454826.375000 Penalty: 4797.935547
	Iteration 25Q: 3 clusters Score -1454826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1454835.250000 Penalty: 4797.935547
	Iteration 26Q: 3 clusters Score -1454835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1454846.125000 Penalty: 4797.935547
	Iteration 27Q: 3 clusters Score -1454846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1454846.875000 Penalty: 4797.935547
	Iteration 28Q: 3 clusters Score -1454847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1454862.500000 Penalty: 4797.935547
	Iteration 29Q: 3 clusters Score -1454862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1454871.750000 Penalty: 4797.935547
	Iteration 30Q: 3 clusters Score -1454872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1454877.250000 Penalty: 4797.935547
	Iteration 31Q: 3 clusters Score -1454877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1454882.000000 Penalty: 4797.935547
	Iteration 32Q: 3 clusters Score -1454882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1454884.875000 Penalty: 4797.935547
	Iteration 33Q: 3 clusters Score -1454885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1454885.000000 Penalty: 4797.935547
	Iteration 34Q: 3 clusters Score -1454885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1454889.250000 Penalty: 4797.935547
	Iteration 35Q: 3 clusters Score -1454889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1454888.250000 Penalty: 4797.935547
	Iteration 36Q: 3 clusters Score -1454888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1454891.000000 Penalty: 4797.935547
	Iteration 37Q: 3 clusters Score -1454891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1454891.625000 Penalty: 4797.935547
	Iteration 38Q: 3 clusters Score -1454892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1454892.125000 Penalty: 4797.935547
	Iteration 39Q: 3 clusters Score -1454892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1454889.625000 Penalty: 4797.935547
	Iteration 40F: 3 clusters Score -1454890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1454889.750000 Penalty: 4797.935547
	Iteration 41Q: 3 clusters Score -1454890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1454889.875000 Penalty: 4797.935547
	Iteration 42Q: 3 clusters Score -1454890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1454888.500000 Penalty: 4797.935547
	Iteration 43Q: 3 clusters Score -1454888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1454887.375000 Penalty: 4797.935547
	Iteration 44Q: 3 clusters Score -1454887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1454887.125000 Penalty: 4797.935547
	Iteration 45Q: 3 clusters Score -1454887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1454887.500000 Penalty: 4797.935547
	Iteration 46Q: 3 clusters Score -1454888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1454887.500000 Penalty: 4797.935547
	Iteration 47F: 3 clusters Score -1454888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 9907 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Mstep: Class 62 contains 8638 members 
Entering Unmasked Estep 
Score: -211999248.000000 Penalty: 222771.546875
Splitting cluster 31 changes total score from -211895648.000000 to -211999248.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 32 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1046643.562500 Penalty: 2281.847168
	Iteration 0F: 2 clusters Score -1046644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1038996.875000 Penalty: 4563.694336
	Iteration 0F: 3 clusters Score -1038997 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1041347.875000 Penalty: 4563.694336
	Iteration 1F: 3 clusters Score -1041348 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1042014.750000 Penalty: 4563.694336
	Iteration 2F: 3 clusters Score -1042015 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1042708.125000 Penalty: 4563.694336
	Iteration 3F: 3 clusters Score -1042708 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1043331.312500 Penalty: 4563.694336
	Iteration 4F: 3 clusters Score -1043331 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1043804.875000 Penalty: 4563.694336
	Iteration 5F: 3 clusters Score -1043805 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1044123.687500 Penalty: 4563.694336
	Iteration 6Q: 3 clusters Score -1044124 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1044364.562500 Penalty: 4563.694336
	Iteration 7Q: 3 clusters Score -1044365 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1044518.687500 Penalty: 4563.694336
	Iteration 8Q: 3 clusters Score -1044519 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1044629.000000 Penalty: 4563.694336
	Iteration 9Q: 3 clusters Score -1044629 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1044702.812500 Penalty: 4563.694336
	Iteration 10Q: 3 clusters Score -1044703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1044759.875000 Penalty: 4563.694336
	Iteration 11Q: 3 clusters Score -1044760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1044824.500000 Penalty: 4563.694336
	Iteration 12Q: 3 clusters Score -1044824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1044889.250000 Penalty: 4563.694336
	Iteration 13Q: 3 clusters Score -1044889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1044985.250000 Penalty: 4563.694336
	Iteration 14Q: 3 clusters Score -1044985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1045128.812500 Penalty: 4563.694336
	Iteration 15Q: 3 clusters Score -1045129 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1045291.500000 Penalty: 4563.694336
	Iteration 16Q: 3 clusters Score -1045292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1045437.250000 Penalty: 4563.694336
	Iteration 17Q: 3 clusters Score -1045437 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1045576.125000 Penalty: 4563.694336
	Iteration 18Q: 3 clusters Score -1045576 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1045671.750000 Penalty: 4563.694336
	Iteration 19Q: 3 clusters Score -1045672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1045743.687500 Penalty: 4563.694336
	Iteration 20F: 3 clusters Score -1045744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1045806.125000 Penalty: 4563.694336
	Iteration 21Q: 3 clusters Score -1045806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1045882.625000 Penalty: 4563.694336
	Iteration 22Q: 3 clusters Score -1045883 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1045989.125000 Penalty: 4563.694336
	Iteration 23Q: 3 clusters Score -1045989 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1046102.437500 Penalty: 4563.694336
	Iteration 24Q: 3 clusters Score -1046102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1046228.937500 Penalty: 4563.694336
	Iteration 25Q: 3 clusters Score -1046229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1046383.187500 Penalty: 4563.694336
	Iteration 26Q: 3 clusters Score -1046383 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1046571.750000 Penalty: 4563.694336
	Iteration 27Q: 3 clusters Score -1046572 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1046789.062500 Penalty: 4563.694336
	Iteration 28Q: 3 clusters Score -1046789 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1047075.500000 Penalty: 4563.694336
	Iteration 29Q: 3 clusters Score -1047076 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1047384.000000 Penalty: 4563.694336
	Iteration 30Q: 3 clusters Score -1047384 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1047758.812500 Penalty: 4563.694336
	Iteration 31Q: 3 clusters Score -1047759 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1048091.562500 Penalty: 4563.694336
	Iteration 32Q: 3 clusters Score -1048092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1048270.625000 Penalty: 4563.694336
	Iteration 33Q: 3 clusters Score -1048271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1048353.187500 Penalty: 4563.694336
	Iteration 34Q: 3 clusters Score -1048353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1048403.500000 Penalty: 4563.694336
	Iteration 35Q: 3 clusters Score -1048404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1048412.375000 Penalty: 4563.694336
	Iteration 36Q: 3 clusters Score -1048412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1048420.187500 Penalty: 4563.694336
	Iteration 37Q: 3 clusters Score -1048420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1048424.687500 Penalty: 4563.694336
	Iteration 38Q: 3 clusters Score -1048425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1048426.500000 Penalty: 4563.694336
	Iteration 39Q: 3 clusters Score -1048426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1048431.437500 Penalty: 4563.694336
	Iteration 40F: 3 clusters Score -1048431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1048433.875000 Penalty: 4563.694336
	Iteration 41Q: 3 clusters Score -1048434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1048433.750000 Penalty: 4563.694336
	Iteration 42Q: 3 clusters Score -1048434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1048434.750000 Penalty: 4563.694336
	Iteration 43Q: 3 clusters Score -1048435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1048432.812500 Penalty: 4563.694336
	Iteration 44Q: 3 clusters Score -1048433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1048432.812500 Penalty: 4563.694336
	Iteration 45F: 3 clusters Score -1048433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 29580 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Mstep: Class 62 contains 8638 members 
Mstep: Class 63 contains 5922 members 
Entering Unmasked Estep 
Score: -212000592.000000 Penalty: 226364.640625
Splitting cluster 32 changes total score from -211895648.000000 to -212000592.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 33 (105155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Entering Unmasked Estep 
Score: -11755570.000000 Penalty: 2867.671143
	Iteration 0F: 2 clusters Score -1.175557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -11685199.000000 Penalty: 5735.342285
	Iteration 0F: 3 clusters Score -1.16852e+07 nChanged 49740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -11714510.000000 Penalty: 5735.342285
	Iteration 1F: 3 clusters Score -1.171451e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -11717470.000000 Penalty: 5735.342285
	Iteration 2F: 3 clusters Score -1.171747e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -11722768.000000 Penalty: 5735.342285
	Iteration 3F: 3 clusters Score -1.172277e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -11730548.000000 Penalty: 5735.342285
	Iteration 4F: 3 clusters Score -1.173055e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -11738100.000000 Penalty: 5735.342285
	Iteration 5F: 3 clusters Score -1.17381e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -11743615.000000 Penalty: 5735.342285
	Iteration 6F: 3 clusters Score -1.174362e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -11747355.000000 Penalty: 5735.342285
	Iteration 7Q: 3 clusters Score -1.174736e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -11749851.000000 Penalty: 5735.342285
	Iteration 8Q: 3 clusters Score -1.174985e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -11751318.000000 Penalty: 5735.342285
	Iteration 9Q: 3 clusters Score -1.175132e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11752186.000000 Penalty: 5735.342285
	Iteration 10Q: 3 clusters Score -1.175219e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -11752677.000000 Penalty: 5735.342285
	Iteration 11Q: 3 clusters Score -1.175268e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11752971.000000 Penalty: 5735.342285
	Iteration 12Q: 3 clusters Score -1.175297e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11753201.000000 Penalty: 5735.342285
	Iteration 13Q: 3 clusters Score -1.17532e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11753364.000000 Penalty: 5735.342285
	Iteration 14Q: 3 clusters Score -1.175336e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11753522.000000 Penalty: 5735.342285
	Iteration 15Q: 3 clusters Score -1.175352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11753629.000000 Penalty: 5735.342285
	Iteration 16Q: 3 clusters Score -1.175363e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11753719.000000 Penalty: 5735.342285
	Iteration 17Q: 3 clusters Score -1.175372e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11753749.000000 Penalty: 5735.342285
	Iteration 18Q: 3 clusters Score -1.175375e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11753791.000000 Penalty: 5735.342285
	Iteration 19Q: 3 clusters Score -1.175379e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11753827.000000 Penalty: 5735.342285
	Iteration 20F: 3 clusters Score -1.175383e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11753857.000000 Penalty: 5735.342285
	Iteration 21Q: 3 clusters Score -1.175386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11753889.000000 Penalty: 5735.342285
	Iteration 22Q: 3 clusters Score -1.175389e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11753895.000000 Penalty: 5735.342285
	Iteration 23Q: 3 clusters Score -1.17539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11753917.000000 Penalty: 5735.342285
	Iteration 24Q: 3 clusters Score -1.175392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11753930.000000 Penalty: 5735.342285
	Iteration 25Q: 3 clusters Score -1.175393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11753930.000000 Penalty: 5735.342285
	Iteration 26Q: 3 clusters Score -1.175393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11753938.000000 Penalty: 5735.342285
	Iteration 27Q: 3 clusters Score -1.175394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11753934.000000 Penalty: 5735.342285
	Iteration 28Q: 3 clusters Score -1.175393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11753961.000000 Penalty: 5735.342285
	Iteration 29Q: 3 clusters Score -1.175396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11753979.000000 Penalty: 5735.342285
	Iteration 30Q: 3 clusters Score -1.175398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11753974.000000 Penalty: 5735.342285
	Iteration 31Q: 3 clusters Score -1.175397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11753978.000000 Penalty: 5735.342285
	Iteration 32Q: 3 clusters Score -1.175398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11753984.000000 Penalty: 5735.342285
	Iteration 33Q: 3 clusters Score -1.175398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11753985.000000 Penalty: 5735.342285
	Iteration 34Q: 3 clusters Score -1.175398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11753993.000000 Penalty: 5735.342285
	Iteration 35Q: 3 clusters Score -1.175399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11754000.000000 Penalty: 5735.342285
	Iteration 36Q: 3 clusters Score -1.1754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11753998.000000 Penalty: 5735.342285
	Iteration 37Q: 3 clusters Score -1.1754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11753999.000000 Penalty: 5735.342285
	Iteration 38Q: 3 clusters Score -1.1754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11753998.000000 Penalty: 5735.342285
	Iteration 39Q: 3 clusters Score -1.1754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11753989.000000 Penalty: 5735.342285
	Iteration 40F: 3 clusters Score -1.175399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11754000.000000 Penalty: 5735.342285
	Iteration 41Q: 3 clusters Score -1.1754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11754014.000000 Penalty: 5735.342285
	Iteration 42Q: 3 clusters Score -1.175401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11754017.000000 Penalty: 5735.342285
	Iteration 43Q: 3 clusters Score -1.175402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11754021.000000 Penalty: 5735.342285
	Iteration 44Q: 3 clusters Score -1.175402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11754025.000000 Penalty: 5735.342285
	Iteration 45Q: 3 clusters Score -1.175402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11754028.000000 Penalty: 5735.342285
	Iteration 46Q: 3 clusters Score -1.175403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11754045.000000 Penalty: 5735.342285
	Iteration 47Q: 3 clusters Score -1.175404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11754047.000000 Penalty: 5735.342285
	Iteration 48Q: 3 clusters Score -1.175405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11754049.000000 Penalty: 5735.342285
	Iteration 49Q: 3 clusters Score -1.175405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11754066.000000 Penalty: 5735.342285
	Iteration 50Q: 3 clusters Score -1.175407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11754067.000000 Penalty: 5735.342285
	Iteration 51Q: 3 clusters Score -1.175407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11754055.000000 Penalty: 5735.342285
	Iteration 52Q: 3 clusters Score -1.175406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11754065.000000 Penalty: 5735.342285
	Iteration 53Q: 3 clusters Score -1.175406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11754061.000000 Penalty: 5735.342285
	Iteration 54Q: 3 clusters Score -1.175406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11754076.000000 Penalty: 5735.342285
	Iteration 55Q: 3 clusters Score -1.175408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -11754071.000000 Penalty: 5735.342285
	Iteration 56Q: 3 clusters Score -1.175407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11754074.000000 Penalty: 5735.342285
	Iteration 57Q: 3 clusters Score -1.175407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11754072.000000 Penalty: 5735.342285
	Iteration 58Q: 3 clusters Score -1.175407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11754073.000000 Penalty: 5735.342285
	Iteration 59Q: 3 clusters Score -1.175407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11754087.000000 Penalty: 5735.342285
	Iteration 60F: 3 clusters Score -1.175409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11754097.000000 Penalty: 5735.342285
	Iteration 61Q: 3 clusters Score -1.17541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11754094.000000 Penalty: 5735.342285
	Iteration 62Q: 3 clusters Score -1.175409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11754093.000000 Penalty: 5735.342285
	Iteration 63Q: 3 clusters Score -1.175409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11754092.000000 Penalty: 5735.342285
	Iteration 64Q: 3 clusters Score -1.175409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11754091.000000 Penalty: 5735.342285
	Iteration 65Q: 3 clusters Score -1.175409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11754093.000000 Penalty: 5735.342285
	Iteration 66Q: 3 clusters Score -1.175409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11754110.000000 Penalty: 5735.342285
	Iteration 67Q: 3 clusters Score -1.175411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11754107.000000 Penalty: 5735.342285
	Iteration 68Q: 3 clusters Score -1.175411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11754112.000000 Penalty: 5735.342285
	Iteration 69Q: 3 clusters Score -1.175411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11754108.000000 Penalty: 5735.342285
	Iteration 70Q: 3 clusters Score -1.175411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11754104.000000 Penalty: 5735.342285
	Iteration 71Q: 3 clusters Score -1.17541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11754107.000000 Penalty: 5735.342285
	Iteration 72Q: 3 clusters Score -1.175411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11754099.000000 Penalty: 5735.342285
	Iteration 73Q: 3 clusters Score -1.17541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11754109.000000 Penalty: 5735.342285
	Iteration 74Q: 3 clusters Score -1.175411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11754112.000000 Penalty: 5735.342285
	Iteration 75Q: 3 clusters Score -1.175411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11754111.000000 Penalty: 5735.342285
	Iteration 76Q: 3 clusters Score -1.175411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11754111.000000 Penalty: 5735.342285
	Iteration 77Q: 3 clusters Score -1.175411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11754111.000000 Penalty: 5735.342285
	Iteration 78F: 3 clusters Score -1.175411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Entering Unmasked Estep 
Score: -3134270.250000 Penalty: 2553.123779
	Iteration 0F: 2 clusters Score -3134270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3114078.250000 Penalty: 5106.247559
	Iteration 0F: 3 clusters Score -3114078 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3123545.500000 Penalty: 5106.247559
	Iteration 1F: 3 clusters Score -3123546 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3128226.000000 Penalty: 5106.247559
	Iteration 2F: 3 clusters Score -3128226 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3135335.000000 Penalty: 5106.247559
	Iteration 3F: 3 clusters Score -3135335 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3143579.500000 Penalty: 5106.247559
	Iteration 4F: 3 clusters Score -3143580 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3149800.750000 Penalty: 5106.247559
	Iteration 5F: 3 clusters Score -3149801 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3152989.250000 Penalty: 5106.247559
	Iteration 6F: 3 clusters Score -3152989 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3155741.250000 Penalty: 5106.247559
	Iteration 7Q: 3 clusters Score -3155741 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3156261.500000 Penalty: 5106.247559
	Iteration 8Q: 3 clusters Score -3156262 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3156298.500000 Penalty: 5106.247559
	Iteration 9Q: 3 clusters Score -3156298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3156309.000000 Penalty: 5106.247559
	Iteration 10Q: 3 clusters Score -3156309 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3156328.000000 Penalty: 5106.247559
	Iteration 11Q: 3 clusters Score -3156328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3156335.250000 Penalty: 5106.247559
	Iteration 12Q: 3 clusters Score -3156335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3156343.250000 Penalty: 5106.247559
	Iteration 13Q: 3 clusters Score -3156343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3156346.000000 Penalty: 5106.247559
	Iteration 14Q: 3 clusters Score -3156346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3156357.250000 Penalty: 5106.247559
	Iteration 15Q: 3 clusters Score -3156357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3156353.000000 Penalty: 5106.247559
	Iteration 16Q: 3 clusters Score -3156353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3156347.000000 Penalty: 5106.247559
	Iteration 17Q: 3 clusters Score -3156347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3156351.250000 Penalty: 5106.247559
	Iteration 18Q: 3 clusters Score -3156351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3156355.750000 Penalty: 5106.247559
	Iteration 19Q: 3 clusters Score -3156356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3156360.500000 Penalty: 5106.247559
	Iteration 20F: 3 clusters Score -3156360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3156362.500000 Penalty: 5106.247559
	Iteration 21Q: 3 clusters Score -3156362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3156364.750000 Penalty: 5106.247559
	Iteration 22Q: 3 clusters Score -3156365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3156361.250000 Penalty: 5106.247559
	Iteration 23Q: 3 clusters Score -3156361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3156361.250000 Penalty: 5106.247559
	Iteration 24F: 3 clusters Score -3156361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 15024 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Mstep: Class 62 contains 8638 members 
Mstep: Class 63 contains 5922 members 
Mstep: Class 64 contains 14556 members 
Entering Unmasked Estep 
Score: -212026176.000000 Penalty: 229957.734375
Splitting cluster 34 changes total score from -211895648.000000 to -212026176.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 35 (17754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Entering Unmasked Estep 
Score: -1777139.375000 Penalty: 2426.522705
	Iteration 0F: 2 clusters Score -1777139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1764659.875000 Penalty: 4853.045410
	Iteration 0F: 3 clusters Score -1764660 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1770083.250000 Penalty: 4853.045410
	Iteration 1F: 3 clusters Score -1770083 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1772029.750000 Penalty: 4853.045410
	Iteration 2F: 3 clusters Score -1772030 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1774317.750000 Penalty: 4853.045410
	Iteration 3F: 3 clusters Score -1774318 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1776410.250000 Penalty: 4853.045410
	Iteration 4F: 3 clusters Score -1776410 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1777898.000000 Penalty: 4853.045410
	Iteration 5F: 3 clusters Score -1777898 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1778923.375000 Penalty: 4853.045410
	Iteration 6F: 3 clusters Score -1778923 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1779633.125000 Penalty: 4853.045410
	Iteration 7Q: 3 clusters Score -1779633 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1780097.750000 Penalty: 4853.045410
	Iteration 8Q: 3 clusters Score -1780098 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1780388.500000 Penalty: 4853.045410
	Iteration 9Q: 3 clusters Score -1780388 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1780586.750000 Penalty: 4853.045410
	Iteration 10Q: 3 clusters Score -1780587 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1780750.000000 Penalty: 4853.045410
	Iteration 11Q: 3 clusters Score -1780750 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1780915.000000 Penalty: 4853.045410
	Iteration 12Q: 3 clusters Score -1780915 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1781103.750000 Penalty: 4853.045410
	Iteration 13Q: 3 clusters Score -1781104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1781276.250000 Penalty: 4853.045410
	Iteration 14Q: 3 clusters Score -1781276 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1781452.625000 Penalty: 4853.045410
	Iteration 15Q: 3 clusters Score -1781453 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1781624.625000 Penalty: 4853.045410
	Iteration 16Q: 3 clusters Score -1781625 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1781767.875000 Penalty: 4853.045410
	Iteration 17Q: 3 clusters Score -1781768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1781920.250000 Penalty: 4853.045410
	Iteration 18Q: 3 clusters Score -1781920 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1782062.125000 Penalty: 4853.045410
	Iteration 19Q: 3 clusters Score -1782062 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1782211.750000 Penalty: 4853.045410
	Iteration 20F: 3 clusters Score -1782212 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1782392.500000 Penalty: 4853.045410
	Iteration 21Q: 3 clusters Score -1782392 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1782559.375000 Penalty: 4853.045410
	Iteration 22Q: 3 clusters Score -1782559 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1782652.250000 Penalty: 4853.045410
	Iteration 23Q: 3 clusters Score -1782652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1782697.750000 Penalty: 4853.045410
	Iteration 24Q: 3 clusters Score -1782698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1782728.000000 Penalty: 4853.045410
	Iteration 25Q: 3 clusters Score -1782728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1782749.875000 Penalty: 4853.045410
	Iteration 26Q: 3 clusters Score -1782750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1782763.375000 Penalty: 4853.045410
	Iteration 27Q: 3 clusters Score -1782763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1782773.375000 Penalty: 4853.045410
	Iteration 28Q: 3 clusters Score -1782773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1782781.500000 Penalty: 4853.045410
	Iteration 29Q: 3 clusters Score -1782782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1782785.875000 Penalty: 4853.045410
	Iteration 30Q: 3 clusters Score -1782786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1782791.375000 Penalty: 4853.045410
	Iteration 31Q: 3 clusters Score -1782791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1782790.000000 Penalty: 4853.045410
	Iteration 32Q: 3 clusters Score -1782790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1782792.375000 Penalty: 4853.045410
	Iteration 33Q: 3 clusters Score -1782792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1782792.625000 Penalty: 4853.045410
	Iteration 34Q: 3 clusters Score -1782793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1782794.375000 Penalty: 4853.045410
	Iteration 35Q: 3 clusters Score -1782794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1782799.500000 Penalty: 4853.045410
	Iteration 36Q: 3 clusters Score -1782800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1782801.875000 Penalty: 4853.045410
	Iteration 37Q: 3 clusters Score -1782802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1782804.875000 Penalty: 4853.045410
	Iteration 38Q: 3 clusters Score -1782805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1782810.125000 Penalty: 4853.045410
	Iteration 39Q: 3 clusters Score -1782810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1782809.500000 Penalty: 4853.045410
	Iteration 40F: 3 clusters Score -1782810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1782810.750000 Penalty: 4853.045410
	Iteration 41Q: 3 clusters Score -1782811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1782817.375000 Penalty: 4853.045410
	Iteration 42Q: 3 clusters Score -1782817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1782815.875000 Penalty: 4853.045410
	Iteration 43Q: 3 clusters Score -1782816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1782817.000000 Penalty: 4853.045410
	Iteration 44Q: 3 clusters Score -1782817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1782820.250000 Penalty: 4853.045410
	Iteration 45Q: 3 clusters Score -1782820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1782820.625000 Penalty: 4853.045410
	Iteration 46Q: 3 clusters Score -1782821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1782820.625000 Penalty: 4853.045410
	Iteration 47F: 3 clusters Score -1782821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 15024 members 
Mstep: Class 35 contains 14429 members 
Mstep: Class 36 contains 33853 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Mstep: Class 62 contains 8638 members 
Mstep: Class 63 contains 5922 members 
Mstep: Class 64 contains 14556 members 
Mstep: Class 65 contains 3325 members 
Entering Unmasked Estep 
Score: -212031104.000000 Penalty: 233550.812500
Splitting cluster 35 changes total score from -211895648.000000 to -212031104.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 36 (33853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Entering Unmasked Estep 
Score: -3418384.250000 Penalty: 2586.586182
	Iteration 0F: 2 clusters Score -3418384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3395345.250000 Penalty: 5173.172363
	Iteration 0F: 3 clusters Score -3395345 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3405654.250000 Penalty: 5173.172363
	Iteration 1F: 3 clusters Score -3405654 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3408684.250000 Penalty: 5173.172363
	Iteration 2F: 3 clusters Score -3408684 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3411531.250000 Penalty: 5173.172363
	Iteration 3F: 3 clusters Score -3411531 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3413539.500000 Penalty: 5173.172363
	Iteration 4F: 3 clusters Score -3413540 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3414853.750000 Penalty: 5173.172363
	Iteration 5F: 3 clusters Score -3414854 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3415788.500000 Penalty: 5173.172363
	Iteration 6Q: 3 clusters Score -3415788 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3416320.500000 Penalty: 5173.172363
	Iteration 7Q: 3 clusters Score -3416320 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3416649.000000 Penalty: 5173.172363
	Iteration 8Q: 3 clusters Score -3416649 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3416855.500000 Penalty: 5173.172363
	Iteration 9Q: 3 clusters Score -3416856 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3417034.750000 Penalty: 5173.172363
	Iteration 10Q: 3 clusters Score -3417035 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3417264.250000 Penalty: 5173.172363
	Iteration 11Q: 3 clusters Score -3417264 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3417581.250000 Penalty: 5173.172363
	Iteration 12Q: 3 clusters Score -3417581 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3417979.250000 Penalty: 5173.172363
	Iteration 13Q: 3 clusters Score -3417979 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3418446.750000 Penalty: 5173.172363
	Iteration 14Q: 3 clusters Score -3418447 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3418796.750000 Penalty: 5173.172363
	Iteration 15Q: 3 clusters Score -3418797 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3419072.000000 Penalty: 5173.172363
	Iteration 16Q: 3 clusters Score -3419072 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3419264.000000 Penalty: 5173.172363
	Iteration 17Q: 3 clusters Score -3419264 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3419396.250000 Penalty: 5173.172363
	Iteration 18Q: 3 clusters Score -3419396 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3419509.500000 Penalty: 5173.172363
	Iteration 19Q: 3 clusters Score -3419510 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3419579.250000 Penalty: 5173.172363
	Iteration 20F: 3 clusters Score -3419579 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3419660.000000 Penalty: 5173.172363
	Iteration 21Q: 3 clusters Score -3419660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3419729.250000 Penalty: 5173.172363
	Iteration 22Q: 3 clusters Score -3419729 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3419766.250000 Penalty: 5173.172363
	Iteration 23Q: 3 clusters Score -3419766 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3419814.750000 Penalty: 5173.172363
	Iteration 24Q: 3 clusters Score -3419815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3419868.500000 Penalty: 5173.172363
	Iteration 25Q: 3 clusters Score -3419868 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3419912.750000 Penalty: 5173.172363
	Iteration 26Q: 3 clusters Score -3419913 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3419955.000000 Penalty: 5173.172363
	Iteration 27Q: 3 clusters Score -3419955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3419999.250000 Penalty: 5173.172363
	Iteration 28Q: 3 clusters Score -3419999 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3420014.000000 Penalty: 5173.172363
	Iteration 29Q: 3 clusters Score -3420014 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3420026.250000 Penalty: 5173.172363
	Iteration 30Q: 3 clusters Score -3420026 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3420062.500000 Penalty: 5173.172363
	Iteration 31Q: 3 clusters Score -3420062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3420084.500000 Penalty: 5173.172363
	Iteration 32Q: 3 clusters Score -3420084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3420101.250000 Penalty: 5173.172363
	Iteration 33Q: 3 clusters Score -3420101 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3420128.000000 Penalty: 5173.172363
	Iteration 34Q: 3 clusters Score -3420128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3420134.000000 Penalty: 5173.172363
	Iteration 35Q: 3 clusters Score -3420134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3420149.250000 Penalty: 5173.172363
	Iteration 36Q: 3 clusters Score -3420149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3420157.500000 Penalty: 5173.172363
	Iteration 37Q: 3 clusters Score -3420158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3420169.750000 Penalty: 5173.172363
	Iteration 38Q: 3 clusters Score -3420170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3420184.250000 Penalty: 5173.172363
	Iteration 39Q: 3 clusters Score -3420184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3420180.000000 Penalty: 5173.172363
	Iteration 40F: 3 clusters Score -3420180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3420189.750000 Penalty: 5173.172363
	Iteration 41Q: 3 clusters Score -3420190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3420199.750000 Penalty: 5173.172363
	Iteration 42Q: 3 clusters Score -3420200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3420203.000000 Penalty: 5173.172363
	Iteration 43Q: 3 clusters Score -3420203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3420199.000000 Penalty: 5173.172363
	Iteration 44Q: 3 clusters Score -3420199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3420203.250000 Penalty: 5173.172363
	Iteration 45Q: 3 clusters Score -3420203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3420200.250000 Penalty: 5173.172363
	Iteration 46Q: 3 clusters Score -3420200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3420211.250000 Penalty: 5173.172363
	Iteration 47Q: 3 clusters Score -3420211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3420205.500000 Penalty: 5173.172363
	Iteration 48Q: 3 clusters Score -3420206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3420194.750000 Penalty: 5173.172363
	Iteration 49Q: 3 clusters Score -3420195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3420200.250000 Penalty: 5173.172363
	Iteration 50Q: 3 clusters Score -3420200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3420211.750000 Penalty: 5173.172363
	Iteration 51Q: 3 clusters Score -3420212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3420212.000000 Penalty: 5173.172363
	Iteration 52Q: 3 clusters Score -3420212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3420206.750000 Penalty: 5173.172363
	Iteration 53Q: 3 clusters Score -3420207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3420214.500000 Penalty: 5173.172363
	Iteration 54Q: 3 clusters Score -3420214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3420215.750000 Penalty: 5173.172363
	Iteration 55Q: 3 clusters Score -3420216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3420215.000000 Penalty: 5173.172363
	Iteration 56Q: 3 clusters Score -3420215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3420222.000000 Penalty: 5173.172363
	Iteration 57Q: 3 clusters Score -3420222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3420220.500000 Penalty: 5173.172363
	Iteration 58Q: 3 clusters Score -3420220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3420225.250000 Penalty: 5173.172363
	Iteration 59Q: 3 clusters Score -3420225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3420218.750000 Penalty: 5173.172363
	Iteration 60F: 3 clusters Score -3420219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3420225.750000 Penalty: 5173.172363
	Iteration 61Q: 3 clusters Score -3420226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3420225.750000 Penalty: 5173.172363
	Iteration 62Q: 3 clusters Score -3420226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3420225.750000 Penalty: 5173.172363
	Iteration 63F: 3 clusters Score -3420226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 15024 members 
Mstep: Class 35 contains 14429 members 
Mstep: Class 36 contains 28405 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 8887 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Mstep: Class 62 contains 8638 members 
Mstep: Class 63 contains 5922 members 
Mstep: Class 64 contains 14556 members 
Mstep: Class 65 contains 3325 members 
Mstep: Class 66 contains 5448 members 
Entering Unmasked Estep 
Score: -212031216.000000 Penalty: 237143.906250
Splitting cluster 36 changes total score from -211895648.000000 to -212031216.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 37 (36267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Entering Unmasked Estep 
Score: -4153766.250000 Penalty: 2603.668701
	Iteration 0F: 2 clusters Score -4153766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4129116.750000 Penalty: 5207.337402
	Iteration 0F: 3 clusters Score -4129117 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4138431.500000 Penalty: 5207.337402
	Iteration 1F: 3 clusters Score -4138432 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4139236.250000 Penalty: 5207.337402
	Iteration 2F: 3 clusters Score -4139236 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4140281.250000 Penalty: 5207.337402
	Iteration 3F: 3 clusters Score -4140281 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4141788.250000 Penalty: 5207.337402
	Iteration 4F: 3 clusters Score -4141788 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4143641.250000 Penalty: 5207.337402
	Iteration 5F: 3 clusters Score -4143641 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4145452.750000 Penalty: 5207.337402
	Iteration 6F: 3 clusters Score -4145453 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4146802.000000 Penalty: 5207.337402
	Iteration 7F: 3 clusters Score -4146802 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4147669.000000 Penalty: 5207.337402
	Iteration 8F: 3 clusters Score -4147669 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4148124.500000 Penalty: 5207.337402
	Iteration 9Q: 3 clusters Score -4148124 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4148391.500000 Penalty: 5207.337402
	Iteration 10Q: 3 clusters Score -4148392 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4148567.250000 Penalty: 5207.337402
	Iteration 11Q: 3 clusters Score -4148567 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4148708.000000 Penalty: 5207.337402
	Iteration 12Q: 3 clusters Score -4148708 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4148842.750000 Penalty: 5207.337402
	Iteration 13Q: 3 clusters Score -4148843 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4148948.250000 Penalty: 5207.337402
	Iteration 14Q: 3 clusters Score -4148948 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4149100.250000 Penalty: 5207.337402
	Iteration 15Q: 3 clusters Score -4149100 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4149254.750000 Penalty: 5207.337402
	Iteration 16Q: 3 clusters Score -4149255 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4149404.250000 Penalty: 5207.337402
	Iteration 17Q: 3 clusters Score -4149404 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4149573.250000 Penalty: 5207.337402
	Iteration 18Q: 3 clusters Score -4149573 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4149750.750000 Penalty: 5207.337402
	Iteration 19Q: 3 clusters Score -4149751 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4149969.750000 Penalty: 5207.337402
	Iteration 20F: 3 clusters Score -4149970 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4150145.500000 Penalty: 5207.337402
	Iteration 21Q: 3 clusters Score -4150146 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -4150340.750000 Penalty: 5207.337402
	Iteration 22Q: 3 clusters Score -4150341 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4150535.250000 Penalty: 5207.337402
	Iteration 23Q: 3 clusters Score -4150535 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4150744.000000 Penalty: 5207.337402
	Iteration 24Q: 3 clusters Score -4150744 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4150924.000000 Penalty: 5207.337402
	Iteration 25Q: 3 clusters Score -4150924 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4151107.500000 Penalty: 5207.337402
	Iteration 26Q: 3 clusters Score -4151108 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4151263.000000 Penalty: 5207.337402
	Iteration 27Q: 3 clusters Score -4151263 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -4151403.750000 Penalty: 5207.337402
	Iteration 28Q: 3 clusters Score -4151404 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4151531.250000 Penalty: 5207.337402
	Iteration 29Q: 3 clusters Score -4151531 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4151649.750000 Penalty: 5207.337402
	Iteration 30Q: 3 clusters Score -4151650 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4151748.000000 Penalty: 5207.337402
	Iteration 31Q: 3 clusters Score -4151748 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4151853.250000 Penalty: 5207.337402
	Iteration 32Q: 3 clusters Score -4151853 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4151923.000000 Penalty: 5207.337402
	Iteration 33Q: 3 clusters Score -4151923 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4151991.250000 Penalty: 5207.337402
	Iteration 34Q: 3 clusters Score -4151991 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4152038.000000 Penalty: 5207.337402
	Iteration 35Q: 3 clusters Score -4152038 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4152073.750000 Penalty: 5207.337402
	Iteration 36Q: 3 clusters Score -4152074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4152116.750000 Penalty: 5207.337402
	Iteration 37Q: 3 clusters Score -4152117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4152150.250000 Penalty: 5207.337402
	Iteration 38Q: 3 clusters Score -4152150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4152180.000000 Penalty: 5207.337402
	Iteration 39Q: 3 clusters Score -4152180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4152209.250000 Penalty: 5207.337402
	Iteration 40F: 3 clusters Score -4152209 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4152225.000000 Penalty: 5207.337402
	Iteration 41Q: 3 clusters Score -4152225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4152245.250000 Penalty: 5207.337402
	Iteration 42Q: 3 clusters Score -4152245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4152271.750000 Penalty: 5207.337402
	Iteration 43Q: 3 clusters Score -4152272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4152293.250000 Penalty: 5207.337402
	Iteration 44Q: 3 clusters Score -4152293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4152297.250000 Penalty: 5207.337402
	Iteration 45Q: 3 clusters Score -4152297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4152302.500000 Penalty: 5207.337402
	Iteration 46Q: 3 clusters Score -4152302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4152324.000000 Penalty: 5207.337402
	Iteration 47Q: 3 clusters Score -4152324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4152326.500000 Penalty: 5207.337402
	Iteration 48Q: 3 clusters Score -4152326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4152337.250000 Penalty: 5207.337402
	Iteration 49Q: 3 clusters Score -4152337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4152341.000000 Penalty: 5207.337402
	Iteration 50Q: 3 clusters Score -4152341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4152334.750000 Penalty: 5207.337402
	Iteration 51Q: 3 clusters Score -4152335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4152337.500000 Penalty: 5207.337402
	Iteration 52Q: 3 clusters Score -4152338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4152335.500000 Penalty: 5207.337402
	Iteration 53Q: 3 clusters Score -4152336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4152338.750000 Penalty: 5207.337402
	Iteration 54Q: 3 clusters Score -4152339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4152347.000000 Penalty: 5207.337402
	Iteration 55Q: 3 clusters Score -4152347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4152348.000000 Penalty: 5207.337402
	Iteration 56Q: 3 clusters Score -4152348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4152349.500000 Penalty: 5207.337402
	Iteration 57Q: 3 clusters Score -4152350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4152350.250000 Penalty: 5207.337402
	Iteration 58Q: 3 clusters Score -4152350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4152350.500000 Penalty: 5207.337402
	Iteration 59Q: 3 clusters Score -4152350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4152356.000000 Penalty: 5207.337402
	Iteration 60F: 3 clusters Score -4152356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4152353.250000 Penalty: 5207.337402
	Iteration 61Q: 3 clusters Score -4152353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4152357.000000 Penalty: 5207.337402
	Iteration 62Q: 3 clusters Score -4152357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4152361.750000 Penalty: 5207.337402
	Iteration 63Q: 3 clusters Score -4152362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4152358.750000 Penalty: 5207.337402
	Iteration 64Q: 3 clusters Score -4152359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4152355.500000 Penalty: 5207.337402
	Iteration 65Q: 3 clusters Score -4152356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4152361.250000 Penalty: 5207.337402
	Iteration 66Q: 3 clusters Score -4152361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4152359.500000 Penalty: 5207.337402
	Iteration 67Q: 3 clusters Score -4152360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4152360.500000 Penalty: 5207.337402
	Iteration 68Q: 3 clusters Score -4152360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4152365.250000 Penalty: 5207.337402
	Iteration 69Q: 3 clusters Score -4152365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4152364.750000 Penalty: 5207.337402
	Iteration 70Q: 3 clusters Score -4152365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4152366.500000 Penalty: 5207.337402
	Iteration 71Q: 3 clusters Score -4152366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4152366.750000 Penalty: 5207.337402
	Iteration 72Q: 3 clusters Score -4152367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4152366.500000 Penalty: 5207.337402
	Iteration 73Q: 3 clusters Score -4152366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4152364.750000 Penalty: 5207.337402
	Iteration 74Q: 3 clusters Score -4152365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4152364.750000 Penalty: 5207.337402
	Iteration 75F: 3 clusters Score -4152365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Entering Unmasked Estep 
Score: -2280246.750000 Penalty: 2459.671875
	Iteration 0F: 2 clusters Score -2280247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2266118.750000 Penalty: 4919.343750
	Iteration 0F: 3 clusters Score -2266119 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2271187.000000 Penalty: 4919.343750
	Iteration 1F: 3 clusters Score -2271187 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2272110.500000 Penalty: 4919.343750
	Iteration 2F: 3 clusters Score -2272110 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2273269.750000 Penalty: 4919.343750
	Iteration 3F: 3 clusters Score -2273270 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2274523.000000 Penalty: 4919.343750
	Iteration 4F: 3 clusters Score -2274523 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2275749.250000 Penalty: 4919.343750
	Iteration 5F: 3 clusters Score -2275749 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2276655.750000 Penalty: 4919.343750
	Iteration 6F: 3 clusters Score -2276656 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2277251.000000 Penalty: 4919.343750
	Iteration 7Q: 3 clusters Score -2277251 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2277723.000000 Penalty: 4919.343750
	Iteration 8Q: 3 clusters Score -2277723 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2278102.500000 Penalty: 4919.343750
	Iteration 9Q: 3 clusters Score -2278102 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2278411.250000 Penalty: 4919.343750
	Iteration 10Q: 3 clusters Score -2278411 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2278698.250000 Penalty: 4919.343750
	Iteration 11Q: 3 clusters Score -2278698 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2278954.500000 Penalty: 4919.343750
	Iteration 12Q: 3 clusters Score -2278954 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2279207.750000 Penalty: 4919.343750
	Iteration 13Q: 3 clusters Score -2279208 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2279415.000000 Penalty: 4919.343750
	Iteration 14Q: 3 clusters Score -2279415 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2279534.000000 Penalty: 4919.343750
	Iteration 15Q: 3 clusters Score -2279534 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2279608.250000 Penalty: 4919.343750
	Iteration 16Q: 3 clusters Score -2279608 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2279685.500000 Penalty: 4919.343750
	Iteration 17Q: 3 clusters Score -2279686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2279729.500000 Penalty: 4919.343750
	Iteration 18Q: 3 clusters Score -2279730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2279772.250000 Penalty: 4919.343750
	Iteration 19Q: 3 clusters Score -2279772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2279809.500000 Penalty: 4919.343750
	Iteration 20F: 3 clusters Score -2279810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2279833.250000 Penalty: 4919.343750
	Iteration 21Q: 3 clusters Score -2279833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2279846.000000 Penalty: 4919.343750
	Iteration 22Q: 3 clusters Score -2279846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2279846.250000 Penalty: 4919.343750
	Iteration 23Q: 3 clusters Score -2279846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2279862.000000 Penalty: 4919.343750
	Iteration 24Q: 3 clusters Score -2279862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2279873.250000 Penalty: 4919.343750
	Iteration 25Q: 3 clusters Score -2279873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2279886.000000 Penalty: 4919.343750
	Iteration 26Q: 3 clusters Score -2279886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2279893.750000 Penalty: 4919.343750
	Iteration 27Q: 3 clusters Score -2279894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2279893.750000 Penalty: 4919.343750
	Iteration 28Q: 3 clusters Score -2279894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2279899.500000 Penalty: 4919.343750
	Iteration 29Q: 3 clusters Score -2279900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2279908.000000 Penalty: 4919.343750
	Iteration 30Q: 3 clusters Score -2279908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2279903.750000 Penalty: 4919.343750
	Iteration 31Q: 3 clusters Score -2279904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2279911.000000 Penalty: 4919.343750
	Iteration 32Q: 3 clusters Score -2279911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2279911.000000 Penalty: 4919.343750
	Iteration 33Q: 3 clusters Score -2279911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2279912.500000 Penalty: 4919.343750
	Iteration 34Q: 3 clusters Score -2279912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2279913.500000 Penalty: 4919.343750
	Iteration 35Q: 3 clusters Score -2279914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2279913.500000 Penalty: 4919.343750
	Iteration 36F: 3 clusters Score -2279914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -942022.625000 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -942022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -935146.062500 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -935146.1 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -937780.937500 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -937780.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -938824.250000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -938824.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -939908.750000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -939908.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -941027.125000 Penalty: 4509.803223
	Iteration 4F: 3 clusters Score -941027.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -942052.750000 Penalty: 4509.803223
	Iteration 5F: 3 clusters Score -942052.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -943132.562500 Penalty: 4509.803223
	Iteration 6F: 3 clusters Score -943132.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -944263.000000 Penalty: 4509.803223
	Iteration 7F: 3 clusters Score -944263 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -945301.500000 Penalty: 4509.803223
	Iteration 8F: 3 clusters Score -945301.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -946381.500000 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -946381.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -947755.750000 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -947755.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -949080.562500 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -949080.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -949501.125000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -949501.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -949556.375000 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -949556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -949559.250000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -949559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -949559.250000 Penalty: 4509.803223
	Iteration 15F: 3 clusters Score -949559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 15024 members 
Mstep: Class 35 contains 14429 members 
Mstep: Class 36 contains 28405 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 3685 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 6382 members 
Mstep: Class 42 contains 13504 members 
Mstep: Class 43 contains 70185 members 
Mstep: Class 44 contains 36163 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 87265 members 
Mstep: Class 47 contains 8273 members 
Mstep: Class 48 contains 3677 members 
Mstep: Class 49 contains 4479 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 19121 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 6961 members 
Mstep: Class 54 contains 4984 members 
Mstep: Class 55 contains 30725 members 
Mstep: Class 56 contains 2222 members 
Mstep: Class 57 contains 6007 members 
Mstep: Class 58 contains 40504 members 
Mstep: Class 59 contains 6506 members 
Mstep: Class 60 contains 21507 members 
Mstep: Class 61 contains 12365 members 
Mstep: Class 62 contains 8638 members 
Mstep: Class 63 contains 5922 members 
Mstep: Class 64 contains 14556 members 
Mstep: Class 65 contains 3325 members 
Mstep: Class 66 contains 5448 members 
Mstep: Class 67 contains 5202 members 
Entering Unmasked Estep 
Score: -212039456.000000 Penalty: 240737.000000
Splitting cluster 39 changes total score from -211895648.000000 to -212039456.000000
So it's getting split into cluster 67.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148537 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 8161 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 69463 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 53809 members 
Mstep: Class 9 contains 261792 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 191505 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 122557 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 51361 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 729 members 
Mstep: Class 22 contains 6746 members 
Mstep: Class 23 contains 32458 members 
Mstep: Class 24 contains 40741 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 40455 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 16134 members 
Mstep: Class 29 contains 15829 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 105155 members 
Mstep: Class 34 contains 15024 members 
Mstep: Class 35 contains 14429 members 
Mstep: Class 36 contains 28405 members 
Mstep: Class 37 contains 36267 members 
Mstep: Class 38 contains 20293 members 
Mstep: Class 39 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212089872.000000 Penalty: 240737.000000
Iteration 79Q: 68 clusters Score -2.120899e+08 nChanged 68644
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 9923 members 
Mstep: Class 3 contains 37278 members 
Mstep: Class 4 contains 8960 members 
Mstep: Class 5 contains 11553 members 
Mstep: Class 6 contains 72104 members 
Mstep: Class 7 contains 9841 members 
Mstep: Class 8 contains 54503 members 
Mstep: Class 9 contains 261677 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 194009 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 124744 members 
Mstep: Class 15 contains 37333 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 16065 members 
Mstep: Class 18 contains 10236 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 7394 members 
Mstep: Class 23 contains 32781 members 
Mstep: Class 24 contains 42357 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 41485 members 
Mstep: Class 27 contains 4089 members 
Mstep: Class 28 contains 16750 members 
Mstep: Class 29 contains 15844 members 
Mstep: Class 30 contains 3235 members 
Mstep: Class 31 contains 7579 members 
Mstep: Class 32 contains 4455 members 
Mstep: Class 33 contains 105382 members 
Mstep: Class 34 contains 15340 members 
Mstep: Class 35 contains 14853 members 
Mstep: Class 36 contains 29131 members 
Mstep: Class 37 contains 37221 members 
Mstep: Class 38 contains 20465 members 
Mstep: Class 39 contains 3714 members 
Mstep: Class 40 contains 21968 members 
Mstep: Class 41 contains 6324 members 
Mstep: Class 42 contains 12505 members 
Mstep: Class 43 contains 66541 members 
Mstep: Class 44 contains 35710 members 
Mstep: Class 45 contains 5597 members 
Mstep: Class 46 contains 83265 members 
Mstep: Class 47 contains 7911 members 
Mstep: Class 48 contains 3496 members 
Mstep: Class 49 contains 4716 members 
Mstep: Class 50 contains 16922 members 
Mstep: Class 51 contains 18393 members 
Mstep: Class 52 contains 9490 members 
Mstep: Class 53 contains 6693 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 28131 members 
Mstep: Class 56 contains 2205 members 
Mstep: Class 57 contains 5945 members 
Mstep: Class 58 contains 38500 members 
Mstep: Class 59 contains 6252 members 
Mstep: Class 60 contains 19784 members 
Mstep: Class 61 contains 11703 members 
Mstep: Class 62 contains 7952 members 
Mstep: Class 63 contains 5485 members 
Mstep: Class 64 contains 13986 members 
Mstep: Class 65 contains 3317 members 
Mstep: Class 66 contains 5288 members 
Mstep: Class 67 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212133168.000000 Penalty: 240737.000000
Iteration 80F: 68 clusters Score -2.121332e+08 nChanged 55894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 147456 members 
Mstep: Class 2 contains 9980 members 
Mstep: Class 3 contains 36905 members 
Mstep: Class 4 contains 9463 members 
Mstep: Class 5 contains 11703 members 
Mstep: Class 6 contains 72080 members 
Mstep: Class 7 contains 9461 members 
Mstep: Class 8 contains 54930 members 
Mstep: Class 9 contains 260484 members 
Mstep: Class 10 contains 19194 members 
Mstep: Class 11 contains 3455 members 
Mstep: Class 12 contains 190140 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 14 contains 125153 members 
Mstep: Class 15 contains 37619 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 53824 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 32602 members 
Mstep: Class 24 contains 41262 members 
Mstep: Class 25 contains 5596 members 
Mstep: Class 26 contains 41973 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 16815 members 
Mstep: Class 29 contains 15776 members 
Mstep: Class 30 contains 3203 members 
Mstep: Class 31 contains 7533 members 
Mstep: Class 32 contains 4703 members 
Mstep: Class 33 contains 103073 members 
Mstep: Class 34 contains 15328 members 
Mstep: Class 35 contains 14261 members 
Mstep: Class 36 contains 28185 members 
Mstep: Class 37 contains 37152 members 
Mstep: Class 38 contains 20116 members 
Mstep: Class 39 contains 3600 members 
Mstep: Class 40 contains 21524 members 
Mstep: Class 41 contains 6356 members 
Mstep: Class 42 contains 13103 members 
Mstep: Class 43 contains 66345 members 
Mstep: Class 44 contains 35991 members 
Mstep: Class 45 contains 6023 members 
Mstep: Class 46 contains 84201 members 
Mstep: Class 47 contains 8933 members 
Mstep: Class 48 contains 3942 members 
Mstep: Class 49 contains 5630 members 
Mstep: Class 50 contains 17913 members 
Mstep: Class 51 contains 19071 members 
Mstep: Class 52 contains 9575 members 
Mstep: Class 53 contains 7152 members 
Mstep: Class 54 contains 5305 members 
Mstep: Class 55 contains 27892 members 
Mstep: Class 56 contains 2207 members 
Mstep: Class 57 contains 6077 members 
Mstep: Class 58 contains 39867 members 
Mstep: Class 59 contains 6846 members 
Mstep: Class 60 contains 19992 members 
Mstep: Class 61 contains 12185 members 
Mstep: Class 62 contains 8373 members 
Mstep: Class 63 contains 5979 members 
Mstep: Class 64 contains 14343 members 
Mstep: Class 65 contains 3554 members 
Mstep: Class 66 contains 5983 members 
Mstep: Class 67 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212147648.000000 Penalty: 240737.000000
Iteration 81Q: 68 clusters Score -2.121476e+08 nChanged 29429
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 36660 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 11941 members 
Mstep: Class 6 contains 71744 members 
Mstep: Class 7 contains 9345 members 
Mstep: Class 8 contains 55677 members 
Mstep: Class 9 contains 259592 members 
Mstep: Class 10 contains 18928 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 187654 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 125464 members 
Mstep: Class 15 contains 37856 members 
Mstep: Class 16 contains 4563 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 54198 members 
Mstep: Class 20 contains 7969 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 7862 members 
Mstep: Class 23 contains 32487 members 
Mstep: Class 24 contains 40689 members 
Mstep: Class 25 contains 5573 members 
Mstep: Class 26 contains 42528 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 16878 members 
Mstep: Class 29 contains 15726 members 
Mstep: Class 30 contains 3214 members 
Mstep: Class 31 contains 7578 members 
Mstep: Class 32 contains 4900 members 
Mstep: Class 33 contains 101251 members 
Mstep: Class 34 contains 15356 members 
Mstep: Class 35 contains 13920 members 
Mstep: Class 36 contains 27736 members 
Mstep: Class 37 contains 37228 members 
Mstep: Class 38 contains 19900 members 
Mstep: Class 39 contains 3548 members 
Mstep: Class 40 contains 21073 members 
Mstep: Class 41 contains 6400 members 
Mstep: Class 42 contains 13390 members 
Mstep: Class 43 contains 65814 members 
Mstep: Class 44 contains 36276 members 
Mstep: Class 45 contains 6175 members 
Mstep: Class 46 contains 84480 members 
Mstep: Class 47 contains 9504 members 
Mstep: Class 48 contains 4144 members 
Mstep: Class 49 contains 6199 members 
Mstep: Class 50 contains 18510 members 
Mstep: Class 51 contains 19305 members 
Mstep: Class 52 contains 9568 members 
Mstep: Class 53 contains 7411 members 
Mstep: Class 54 contains 5680 members 
Mstep: Class 55 contains 27590 members 
Mstep: Class 56 contains 2208 members 
Mstep: Class 57 contains 6165 members 
Mstep: Class 58 contains 40686 members 
Mstep: Class 59 contains 7189 members 
Mstep: Class 60 contains 19996 members 
Mstep: Class 61 contains 12373 members 
Mstep: Class 62 contains 8552 members 
Mstep: Class 63 contains 6305 members 
Mstep: Class 64 contains 14435 members 
Mstep: Class 65 contains 3653 members 
Mstep: Class 66 contains 6417 members 
Mstep: Class 67 contains 5175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212153680.000000 Penalty: 240737.000000
Iteration 82Q: 68 clusters Score -2.121537e+08 nChanged 20806
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 36448 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 71218 members 
Mstep: Class 7 contains 9279 members 
Mstep: Class 8 contains 56501 members 
Mstep: Class 9 contains 258837 members 
Mstep: Class 10 contains 18825 members 
Mstep: Class 11 contains 3391 members 
Mstep: Class 12 contains 185855 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 125665 members 
Mstep: Class 15 contains 38032 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 15553 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 54589 members 
Mstep: Class 20 contains 7942 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 8031 members 
Mstep: Class 23 contains 32368 members 
Mstep: Class 24 contains 40293 members 
Mstep: Class 25 contains 5546 members 
Mstep: Class 26 contains 43049 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 16889 members 
Mstep: Class 29 contains 15687 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 5045 members 
Mstep: Class 33 contains 99701 members 
Mstep: Class 34 contains 15372 members 
Mstep: Class 35 contains 13694 members 
Mstep: Class 36 contains 27431 members 
Mstep: Class 37 contains 37196 members 
Mstep: Class 38 contains 19756 members 
Mstep: Class 39 contains 3512 members 
Mstep: Class 40 contains 20706 members 
Mstep: Class 41 contains 6435 members 
Mstep: Class 42 contains 13597 members 
Mstep: Class 43 contains 65179 members 
Mstep: Class 44 contains 36552 members 
Mstep: Class 45 contains 6241 members 
Mstep: Class 46 contains 84641 members 
Mstep: Class 47 contains 9881 members 
Mstep: Class 48 contains 4257 members 
Mstep: Class 49 contains 6683 members 
Mstep: Class 50 contains 18896 members 
Mstep: Class 51 contains 19468 members 
Mstep: Class 52 contains 9539 members 
Mstep: Class 53 contains 7583 members 
Mstep: Class 54 contains 5978 members 
Mstep: Class 55 contains 27431 members 
Mstep: Class 56 contains 2203 members 
Mstep: Class 57 contains 6240 members 
Mstep: Class 58 contains 41391 members 
Mstep: Class 59 contains 7441 members 
Mstep: Class 60 contains 19957 members 
Mstep: Class 61 contains 12510 members 
Mstep: Class 62 contains 8580 members 
Mstep: Class 63 contains 6568 members 
Mstep: Class 64 contains 14485 members 
Mstep: Class 65 contains 3714 members 
Mstep: Class 66 contains 6771 members 
Mstep: Class 67 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212157376.000000 Penalty: 240737.000000
Iteration 83Q: 68 clusters Score -2.121574e+08 nChanged 16020
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 36259 members 
Mstep: Class 4 contains 10679 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 70677 members 
Mstep: Class 7 contains 9223 members 
Mstep: Class 8 contains 57356 members 
Mstep: Class 9 contains 258268 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 184471 members 
Mstep: Class 13 contains 7107 members 
Mstep: Class 14 contains 125809 members 
Mstep: Class 15 contains 38159 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 15542 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 54948 members 
Mstep: Class 20 contains 7921 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 8197 members 
Mstep: Class 23 contains 32281 members 
Mstep: Class 24 contains 40012 members 
Mstep: Class 25 contains 5529 members 
Mstep: Class 26 contains 43476 members 
Mstep: Class 27 contains 4088 members 
Mstep: Class 28 contains 16891 members 
Mstep: Class 29 contains 15655 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 7685 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 98309 members 
Mstep: Class 34 contains 15370 members 
Mstep: Class 35 contains 13486 members 
Mstep: Class 36 contains 27238 members 
Mstep: Class 37 contains 37127 members 
Mstep: Class 38 contains 19634 members 
Mstep: Class 39 contains 3488 members 
Mstep: Class 40 contains 20405 members 
Mstep: Class 41 contains 6463 members 
Mstep: Class 42 contains 13791 members 
Mstep: Class 43 contains 64502 members 
Mstep: Class 44 contains 36780 members 
Mstep: Class 45 contains 6276 members 
Mstep: Class 46 contains 84725 members 
Mstep: Class 47 contains 10111 members 
Mstep: Class 48 contains 4330 members 
Mstep: Class 49 contains 7145 members 
Mstep: Class 50 contains 19193 members 
Mstep: Class 51 contains 19630 members 
Mstep: Class 52 contains 9522 members 
Mstep: Class 53 contains 7715 members 
Mstep: Class 54 contains 6225 members 
Mstep: Class 55 contains 27342 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 6295 members 
Mstep: Class 58 contains 41997 members 
Mstep: Class 59 contains 7617 members 
Mstep: Class 60 contains 19895 members 
Mstep: Class 61 contains 12595 members 
Mstep: Class 62 contains 8566 members 
Mstep: Class 63 contains 6753 members 
Mstep: Class 64 contains 14499 members 
Mstep: Class 65 contains 3753 members 
Mstep: Class 66 contains 7037 members 
Mstep: Class 67 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212158768.000000 Penalty: 240737.000000
Iteration 84Q: 68 clusters Score -2.121588e+08 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146113 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 36133 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 12558 members 
Mstep: Class 6 contains 70143 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 58203 members 
Mstep: Class 9 contains 257724 members 
Mstep: Class 10 contains 18820 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 183398 members 
Mstep: Class 13 contains 7186 members 
Mstep: Class 14 contains 125932 members 
Mstep: Class 15 contains 38272 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15551 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 7893 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 8343 members 
Mstep: Class 23 contains 32220 members 
Mstep: Class 24 contains 39765 members 
Mstep: Class 25 contains 5516 members 
Mstep: Class 26 contains 43838 members 
Mstep: Class 27 contains 4105 members 
Mstep: Class 28 contains 16894 members 
Mstep: Class 29 contains 15619 members 
Mstep: Class 30 contains 3275 members 
Mstep: Class 31 contains 7740 members 
Mstep: Class 32 contains 5236 members 
Mstep: Class 33 contains 97079 members 
Mstep: Class 34 contains 15379 members 
Mstep: Class 35 contains 13327 members 
Mstep: Class 36 contains 27126 members 
Mstep: Class 37 contains 36980 members 
Mstep: Class 38 contains 19548 members 
Mstep: Class 39 contains 3467 members 
Mstep: Class 40 contains 20159 members 
Mstep: Class 41 contains 6478 members 
Mstep: Class 42 contains 13947 members 
Mstep: Class 43 contains 63889 members 
Mstep: Class 44 contains 36969 members 
Mstep: Class 45 contains 6316 members 
Mstep: Class 46 contains 84772 members 
Mstep: Class 47 contains 10267 members 
Mstep: Class 48 contains 4376 members 
Mstep: Class 49 contains 7505 members 
Mstep: Class 50 contains 19405 members 
Mstep: Class 51 contains 19755 members 
Mstep: Class 52 contains 9495 members 
Mstep: Class 53 contains 7817 members 
Mstep: Class 54 contains 6437 members 
Mstep: Class 55 contains 27339 members 
Mstep: Class 56 contains 2199 members 
Mstep: Class 57 contains 6348 members 
Mstep: Class 58 contains 42561 members 
Mstep: Class 59 contains 7751 members 
Mstep: Class 60 contains 19766 members 
Mstep: Class 61 contains 12681 members 
Mstep: Class 62 contains 8533 members 
Mstep: Class 63 contains 6899 members 
Mstep: Class 64 contains 14508 members 
Mstep: Class 65 contains 3782 members 
Mstep: Class 66 contains 7284 members 
Mstep: Class 67 contains 5178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212160576.000000 Penalty: 240737.000000
Iteration 85Q: 68 clusters Score -2.121606e+08 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146141 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 36018 members 
Mstep: Class 4 contains 11115 members 
Mstep: Class 5 contains 12720 members 
Mstep: Class 6 contains 69675 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 59007 members 
Mstep: Class 9 contains 257246 members 
Mstep: Class 10 contains 18819 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 182528 members 
Mstep: Class 13 contains 7234 members 
Mstep: Class 14 contains 126038 members 
Mstep: Class 15 contains 38330 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 55697 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 8485 members 
Mstep: Class 23 contains 32183 members 
Mstep: Class 24 contains 39526 members 
Mstep: Class 25 contains 5504 members 
Mstep: Class 26 contains 44139 members 
Mstep: Class 27 contains 4135 members 
Mstep: Class 28 contains 16882 members 
Mstep: Class 29 contains 15594 members 
Mstep: Class 30 contains 3289 members 
Mstep: Class 31 contains 7750 members 
Mstep: Class 32 contains 5305 members 
Mstep: Class 33 contains 96034 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 13167 members 
Mstep: Class 36 contains 27097 members 
Mstep: Class 37 contains 36756 members 
Mstep: Class 38 contains 19490 members 
Mstep: Class 39 contains 3463 members 
Mstep: Class 40 contains 19961 members 
Mstep: Class 41 contains 6493 members 
Mstep: Class 42 contains 14075 members 
Mstep: Class 43 contains 63357 members 
Mstep: Class 44 contains 37130 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 84762 members 
Mstep: Class 47 contains 10382 members 
Mstep: Class 48 contains 4421 members 
Mstep: Class 49 contains 7871 members 
Mstep: Class 50 contains 19557 members 
Mstep: Class 51 contains 19851 members 
Mstep: Class 52 contains 9479 members 
Mstep: Class 53 contains 7881 members 
Mstep: Class 54 contains 6639 members 
Mstep: Class 55 contains 27392 members 
Mstep: Class 56 contains 2199 members 
Mstep: Class 57 contains 6401 members 
Mstep: Class 58 contains 43040 members 
Mstep: Class 59 contains 7841 members 
Mstep: Class 60 contains 19594 members 
Mstep: Class 61 contains 12755 members 
Mstep: Class 62 contains 8513 members 
Mstep: Class 63 contains 7025 members 
Mstep: Class 64 contains 14520 members 
Mstep: Class 65 contains 3800 members 
Mstep: Class 66 contains 7459 members 
Mstep: Class 67 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212161536.000000 Penalty: 240737.000000
Iteration 86Q: 68 clusters Score -2.121615e+08 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 35899 members 
Mstep: Class 4 contains 11242 members 
Mstep: Class 5 contains 12880 members 
Mstep: Class 6 contains 69261 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 59799 members 
Mstep: Class 9 contains 256837 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 181808 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 126135 members 
Mstep: Class 15 contains 38351 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 15651 members 
Mstep: Class 18 contains 9395 members 
Mstep: Class 19 contains 56040 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 8600 members 
Mstep: Class 23 contains 32141 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 44383 members 
Mstep: Class 27 contains 4154 members 
Mstep: Class 28 contains 16852 members 
Mstep: Class 29 contains 15568 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 7784 members 
Mstep: Class 32 contains 5378 members 
Mstep: Class 33 contains 95072 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 13022 members 
Mstep: Class 36 contains 27114 members 
Mstep: Class 37 contains 36567 members 
Mstep: Class 38 contains 19448 members 
Mstep: Class 39 contains 3459 members 
Mstep: Class 40 contains 19771 members 
Mstep: Class 41 contains 6512 members 
Mstep: Class 42 contains 14201 members 
Mstep: Class 43 contains 62909 members 
Mstep: Class 44 contains 37268 members 
Mstep: Class 45 contains 6356 members 
Mstep: Class 46 contains 84727 members 
Mstep: Class 47 contains 10457 members 
Mstep: Class 48 contains 4452 members 
Mstep: Class 49 contains 8172 members 
Mstep: Class 50 contains 19679 members 
Mstep: Class 51 contains 19949 members 
Mstep: Class 52 contains 9470 members 
Mstep: Class 53 contains 7947 members 
Mstep: Class 54 contains 6779 members 
Mstep: Class 55 contains 27485 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 6457 members 
Mstep: Class 58 contains 43428 members 
Mstep: Class 59 contains 7902 members 
Mstep: Class 60 contains 19426 members 
Mstep: Class 61 contains 12799 members 
Mstep: Class 62 contains 8489 members 
Mstep: Class 63 contains 7135 members 
Mstep: Class 64 contains 14536 members 
Mstep: Class 65 contains 3814 members 
Mstep: Class 66 contains 7588 members 
Mstep: Class 67 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212162752.000000 Penalty: 240737.000000
Iteration 87Q: 68 clusters Score -2.121628e+08 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 35814 members 
Mstep: Class 4 contains 11344 members 
Mstep: Class 5 contains 13021 members 
Mstep: Class 6 contains 68897 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 60522 members 
Mstep: Class 9 contains 256463 members 
Mstep: Class 10 contains 18815 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 181224 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 14 contains 126165 members 
Mstep: Class 15 contains 38376 members 
Mstep: Class 16 contains 4560 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 9307 members 
Mstep: Class 19 contains 56342 members 
Mstep: Class 20 contains 7846 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 8726 members 
Mstep: Class 23 contains 32109 members 
Mstep: Class 24 contains 39245 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 44619 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 16837 members 
Mstep: Class 29 contains 15548 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7804 members 
Mstep: Class 32 contains 5437 members 
Mstep: Class 33 contains 94262 members 
Mstep: Class 34 contains 15383 members 
Mstep: Class 35 contains 12893 members 
Mstep: Class 36 contains 27139 members 
Mstep: Class 37 contains 36366 members 
Mstep: Class 38 contains 19410 members 
Mstep: Class 39 contains 3458 members 
Mstep: Class 40 contains 19606 members 
Mstep: Class 41 contains 6524 members 
Mstep: Class 42 contains 14302 members 
Mstep: Class 43 contains 62449 members 
Mstep: Class 44 contains 37368 members 
Mstep: Class 45 contains 6364 members 
Mstep: Class 46 contains 84734 members 
Mstep: Class 47 contains 10506 members 
Mstep: Class 48 contains 4474 members 
Mstep: Class 49 contains 8442 members 
Mstep: Class 50 contains 19786 members 
Mstep: Class 51 contains 20048 members 
Mstep: Class 52 contains 9468 members 
Mstep: Class 53 contains 7995 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 27632 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 6518 members 
Mstep: Class 58 contains 43781 members 
Mstep: Class 59 contains 7984 members 
Mstep: Class 60 contains 19287 members 
Mstep: Class 61 contains 12820 members 
Mstep: Class 62 contains 8471 members 
Mstep: Class 63 contains 7215 members 
Mstep: Class 64 contains 14543 members 
Mstep: Class 65 contains 3821 members 
Mstep: Class 66 contains 7707 members 
Mstep: Class 67 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212163680.000000 Penalty: 240737.000000
Iteration 88Q: 68 clusters Score -2.121637e+08 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146170 members 
Mstep: Class 2 contains 10035 members 
Mstep: Class 3 contains 35734 members 
Mstep: Class 4 contains 11400 members 
Mstep: Class 5 contains 13164 members 
Mstep: Class 6 contains 68573 members 
Mstep: Class 7 contains 9125 members 
Mstep: Class 8 contains 61218 members 
Mstep: Class 9 contains 256150 members 
Mstep: Class 10 contains 18795 members 
Mstep: Class 11 contains 3563 members 
Mstep: Class 12 contains 180750 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 14 contains 126191 members 
Mstep: Class 15 contains 38393 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 9223 members 
Mstep: Class 19 contains 56622 members 
Mstep: Class 20 contains 7839 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 8848 members 
Mstep: Class 23 contains 32080 members 
Mstep: Class 24 contains 39114 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 44810 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 16830 members 
Mstep: Class 29 contains 15531 members 
Mstep: Class 30 contains 3288 members 
Mstep: Class 31 contains 7804 members 
Mstep: Class 32 contains 5498 members 
Mstep: Class 33 contains 93546 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 12788 members 
Mstep: Class 36 contains 27197 members 
Mstep: Class 37 contains 36125 members 
Mstep: Class 38 contains 19382 members 
Mstep: Class 39 contains 3458 members 
Mstep: Class 40 contains 19443 members 
Mstep: Class 41 contains 6542 members 
Mstep: Class 42 contains 14393 members 
Mstep: Class 43 contains 62003 members 
Mstep: Class 44 contains 37454 members 
Mstep: Class 45 contains 6370 members 
Mstep: Class 46 contains 84708 members 
Mstep: Class 47 contains 10547 members 
Mstep: Class 48 contains 4492 members 
Mstep: Class 49 contains 8674 members 
Mstep: Class 50 contains 19876 members 
Mstep: Class 51 contains 20144 members 
Mstep: Class 52 contains 9452 members 
Mstep: Class 53 contains 8026 members 
Mstep: Class 54 contains 7024 members 
Mstep: Class 55 contains 27811 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 6579 members 
Mstep: Class 58 contains 44104 members 
Mstep: Class 59 contains 8077 members 
Mstep: Class 60 contains 19158 members 
Mstep: Class 61 contains 12835 members 
Mstep: Class 62 contains 8459 members 
Mstep: Class 63 contains 7283 members 
Mstep: Class 64 contains 14536 members 
Mstep: Class 65 contains 3829 members 
Mstep: Class 66 contains 7810 members 
Mstep: Class 67 contains 5185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212164704.000000 Penalty: 240737.000000
Iteration 89Q: 68 clusters Score -2.121647e+08 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 10028 members 
Mstep: Class 3 contains 35674 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 13297 members 
Mstep: Class 6 contains 68265 members 
Mstep: Class 7 contains 9098 members 
Mstep: Class 8 contains 61864 members 
Mstep: Class 9 contains 255864 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 180367 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 14 contains 126224 members 
Mstep: Class 15 contains 38421 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 17 contains 15764 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 56901 members 
Mstep: Class 20 contains 7833 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 8958 members 
Mstep: Class 23 contains 32051 members 
Mstep: Class 24 contains 38979 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 44991 members 
Mstep: Class 27 contains 4201 members 
Mstep: Class 28 contains 16813 members 
Mstep: Class 29 contains 15520 members 
Mstep: Class 30 contains 3288 members 
Mstep: Class 31 contains 7798 members 
Mstep: Class 32 contains 5546 members 
Mstep: Class 33 contains 92868 members 
Mstep: Class 34 contains 15386 members 
Mstep: Class 35 contains 12696 members 
Mstep: Class 36 contains 27264 members 
Mstep: Class 37 contains 35883 members 
Mstep: Class 38 contains 19360 members 
Mstep: Class 39 contains 3455 members 
Mstep: Class 40 contains 19283 members 
Mstep: Class 41 contains 6550 members 
Mstep: Class 42 contains 14462 members 
Mstep: Class 43 contains 61604 members 
Mstep: Class 44 contains 37530 members 
Mstep: Class 45 contains 6378 members 
Mstep: Class 46 contains 84683 members 
Mstep: Class 47 contains 10583 members 
Mstep: Class 48 contains 4508 members 
Mstep: Class 49 contains 8832 members 
Mstep: Class 50 contains 19957 members 
Mstep: Class 51 contains 20236 members 
Mstep: Class 52 contains 9445 members 
Mstep: Class 53 contains 8066 members 
Mstep: Class 54 contains 7095 members 
Mstep: Class 55 contains 28018 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 6643 members 
Mstep: Class 58 contains 44390 members 
Mstep: Class 59 contains 8165 members 
Mstep: Class 60 contains 19030 members 
Mstep: Class 61 contains 12852 members 
Mstep: Class 62 contains 8448 members 
Mstep: Class 63 contains 7354 members 
Mstep: Class 64 contains 14526 members 
Mstep: Class 65 contains 3835 members 
Mstep: Class 66 contains 7900 members 
Mstep: Class 67 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212165616.000000 Penalty: 240737.000000
Iteration 90Q: 68 clusters Score -2.121656e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146129 members 
Mstep: Class 2 contains 10026 members 
Mstep: Class 3 contains 35629 members 
Mstep: Class 4 contains 11452 members 
Mstep: Class 5 contains 13427 members 
Mstep: Class 6 contains 67981 members 
Mstep: Class 7 contains 9073 members 
Mstep: Class 8 contains 62422 members 
Mstep: Class 9 contains 255561 members 
Mstep: Class 10 contains 18842 members 
Mstep: Class 11 contains 3607 members 
Mstep: Class 12 contains 180011 members 
Mstep: Class 13 contains 7273 members 
Mstep: Class 14 contains 126267 members 
Mstep: Class 15 contains 38441 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 15787 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 57198 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 9053 members 
Mstep: Class 23 contains 32031 members 
Mstep: Class 24 contains 38892 members 
Mstep: Class 25 contains 5477 members 
Mstep: Class 26 contains 45131 members 
Mstep: Class 27 contains 4228 members 
Mstep: Class 28 contains 16794 members 
Mstep: Class 29 contains 15525 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 7799 members 
Mstep: Class 32 contains 5587 members 
Mstep: Class 33 contains 92277 members 
Mstep: Class 34 contains 15387 members 
Mstep: Class 35 contains 12583 members 
Mstep: Class 36 contains 27369 members 
Mstep: Class 37 contains 35600 members 
Mstep: Class 38 contains 19348 members 
Mstep: Class 39 contains 3455 members 
Mstep: Class 40 contains 19115 members 
Mstep: Class 41 contains 6553 members 
Mstep: Class 42 contains 14525 members 
Mstep: Class 43 contains 61261 members 
Mstep: Class 44 contains 37591 members 
Mstep: Class 45 contains 6372 members 
Mstep: Class 46 contains 84658 members 
Mstep: Class 47 contains 10624 members 
Mstep: Class 48 contains 4517 members 
Mstep: Class 49 contains 8967 members 
Mstep: Class 50 contains 20019 members 
Mstep: Class 51 contains 20327 members 
Mstep: Class 52 contains 9443 members 
Mstep: Class 53 contains 8102 members 
Mstep: Class 54 contains 7176 members 
Mstep: Class 55 contains 28287 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 6716 members 
Mstep: Class 58 contains 44640 members 
Mstep: Class 59 contains 8227 members 
Mstep: Class 60 contains 18879 members 
Mstep: Class 61 contains 12860 members 
Mstep: Class 62 contains 8430 members 
Mstep: Class 63 contains 7417 members 
Mstep: Class 64 contains 14522 members 
Mstep: Class 65 contains 3841 members 
Mstep: Class 66 contains 7977 members 
Mstep: Class 67 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212165696.000000 Penalty: 240737.000000
Iteration 91Q: 68 clusters Score -2.121657e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146123 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 35576 members 
Mstep: Class 4 contains 11449 members 
Mstep: Class 5 contains 13535 members 
Mstep: Class 6 contains 67718 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 62954 members 
Mstep: Class 9 contains 255260 members 
Mstep: Class 10 contains 18871 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 12 contains 179683 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 126326 members 
Mstep: Class 15 contains 38444 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 15815 members 
Mstep: Class 18 contains 9089 members 
Mstep: Class 19 contains 57485 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 9148 members 
Mstep: Class 23 contains 32013 members 
Mstep: Class 24 contains 38802 members 
Mstep: Class 25 contains 5472 members 
Mstep: Class 26 contains 45252 members 
Mstep: Class 27 contains 4224 members 
Mstep: Class 28 contains 16768 members 
Mstep: Class 29 contains 15522 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7814 members 
Mstep: Class 32 contains 5623 members 
Mstep: Class 33 contains 91750 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 12501 members 
Mstep: Class 36 contains 27456 members 
Mstep: Class 37 contains 35260 members 
Mstep: Class 38 contains 19334 members 
Mstep: Class 39 contains 3452 members 
Mstep: Class 40 contains 18953 members 
Mstep: Class 41 contains 6560 members 
Mstep: Class 42 contains 14577 members 
Mstep: Class 43 contains 60954 members 
Mstep: Class 44 contains 37664 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 84639 members 
Mstep: Class 47 contains 10646 members 
Mstep: Class 48 contains 4518 members 
Mstep: Class 49 contains 9062 members 
Mstep: Class 50 contains 20069 members 
Mstep: Class 51 contains 20424 members 
Mstep: Class 52 contains 9442 members 
Mstep: Class 53 contains 8130 members 
Mstep: Class 54 contains 7249 members 
Mstep: Class 55 contains 28634 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 6799 members 
Mstep: Class 58 contains 44865 members 
Mstep: Class 59 contains 8307 members 
Mstep: Class 60 contains 18718 members 
Mstep: Class 61 contains 12881 members 
Mstep: Class 62 contains 8406 members 
Mstep: Class 63 contains 7477 members 
Mstep: Class 64 contains 14522 members 
Mstep: Class 65 contains 3853 members 
Mstep: Class 66 contains 8035 members 
Mstep: Class 67 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212165904.000000 Penalty: 240737.000000
Iteration 92Q: 68 clusters Score -2.121659e+08 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146118 members 
Mstep: Class 2 contains 10016 members 
Mstep: Class 3 contains 35531 members 
Mstep: Class 4 contains 11452 members 
Mstep: Class 5 contains 13633 members 
Mstep: Class 6 contains 67491 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 63445 members 
Mstep: Class 9 contains 254943 members 
Mstep: Class 10 contains 18898 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 179431 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 126380 members 
Mstep: Class 15 contains 38445 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 57772 members 
Mstep: Class 20 contains 7819 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 9241 members 
Mstep: Class 23 contains 31998 members 
Mstep: Class 24 contains 38742 members 
Mstep: Class 25 contains 5470 members 
Mstep: Class 26 contains 45371 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 16739 members 
Mstep: Class 29 contains 15517 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7796 members 
Mstep: Class 32 contains 5653 members 
Mstep: Class 33 contains 91253 members 
Mstep: Class 34 contains 15393 members 
Mstep: Class 35 contains 12430 members 
Mstep: Class 36 contains 27534 members 
Mstep: Class 37 contains 34905 members 
Mstep: Class 38 contains 19325 members 
Mstep: Class 39 contains 3450 members 
Mstep: Class 40 contains 18779 members 
Mstep: Class 41 contains 6564 members 
Mstep: Class 42 contains 14619 members 
Mstep: Class 43 contains 60670 members 
Mstep: Class 44 contains 37734 members 
Mstep: Class 45 contains 6370 members 
Mstep: Class 46 contains 84624 members 
Mstep: Class 47 contains 10646 members 
Mstep: Class 48 contains 4524 members 
Mstep: Class 49 contains 9159 members 
Mstep: Class 50 contains 20116 members 
Mstep: Class 51 contains 20494 members 
Mstep: Class 52 contains 9447 members 
Mstep: Class 53 contains 8150 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 28999 members 
Mstep: Class 56 contains 2197 members 
Mstep: Class 57 contains 6908 members 
Mstep: Class 58 contains 45030 members 
Mstep: Class 59 contains 8384 members 
Mstep: Class 60 contains 18587 members 
Mstep: Class 61 contains 12894 members 
Mstep: Class 62 contains 8388 members 
Mstep: Class 63 contains 7534 members 
Mstep: Class 64 contains 14519 members 
Mstep: Class 65 contains 3858 members 
Mstep: Class 66 contains 8118 members 
Mstep: Class 67 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212166064.000000 Penalty: 240737.000000
Iteration 93Q: 68 clusters Score -2.121661e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 35489 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 13721 members 
Mstep: Class 6 contains 67269 members 
Mstep: Class 7 contains 9011 members 
Mstep: Class 8 contains 63915 members 
Mstep: Class 9 contains 254676 members 
Mstep: Class 10 contains 18938 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 179247 members 
Mstep: Class 13 contains 7274 members 
Mstep: Class 14 contains 126432 members 
Mstep: Class 15 contains 38449 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 15861 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 58003 members 
Mstep: Class 20 contains 7818 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 9322 members 
Mstep: Class 23 contains 31985 members 
Mstep: Class 24 contains 38673 members 
Mstep: Class 25 contains 5470 members 
Mstep: Class 26 contains 45494 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 16714 members 
Mstep: Class 29 contains 15501 members 
Mstep: Class 30 contains 3288 members 
Mstep: Class 31 contains 7780 members 
Mstep: Class 32 contains 5690 members 
Mstep: Class 33 contains 90829 members 
Mstep: Class 34 contains 15394 members 
Mstep: Class 35 contains 12375 members 
Mstep: Class 36 contains 27560 members 
Mstep: Class 37 contains 34495 members 
Mstep: Class 38 contains 19322 members 
Mstep: Class 39 contains 3446 members 
Mstep: Class 40 contains 18598 members 
Mstep: Class 41 contains 6567 members 
Mstep: Class 42 contains 14679 members 
Mstep: Class 43 contains 60404 members 
Mstep: Class 44 contains 37792 members 
Mstep: Class 45 contains 6375 members 
Mstep: Class 46 contains 84607 members 
Mstep: Class 47 contains 10643 members 
Mstep: Class 48 contains 4522 members 
Mstep: Class 49 contains 9226 members 
Mstep: Class 50 contains 20150 members 
Mstep: Class 51 contains 20577 members 
Mstep: Class 52 contains 9447 members 
Mstep: Class 53 contains 8161 members 
Mstep: Class 54 contains 7343 members 
Mstep: Class 55 contains 29385 members 
Mstep: Class 56 contains 2197 members 
Mstep: Class 57 contains 7047 members 
Mstep: Class 58 contains 45186 members 
Mstep: Class 59 contains 8461 members 
Mstep: Class 60 contains 18447 members 
Mstep: Class 61 contains 12907 members 
Mstep: Class 62 contains 8364 members 
Mstep: Class 63 contains 7583 members 
Mstep: Class 64 contains 14513 members 
Mstep: Class 65 contains 3865 members 
Mstep: Class 66 contains 8198 members 
Mstep: Class 67 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212166944.000000 Penalty: 240737.000000
Iteration 94Q: 68 clusters Score -2.121669e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146089 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 35456 members 
Mstep: Class 4 contains 11498 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 67027 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 64367 members 
Mstep: Class 9 contains 254450 members 
Mstep: Class 10 contains 18964 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 179069 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 126488 members 
Mstep: Class 15 contains 38448 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 15882 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 58210 members 
Mstep: Class 20 contains 7816 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 31978 members 
Mstep: Class 24 contains 38594 members 
Mstep: Class 25 contains 5469 members 
Mstep: Class 26 contains 45600 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 16699 members 
Mstep: Class 29 contains 15500 members 
Mstep: Class 30 contains 3289 members 
Mstep: Class 31 contains 7785 members 
Mstep: Class 32 contains 5712 members 
Mstep: Class 33 contains 90437 members 
Mstep: Class 34 contains 15395 members 
Mstep: Class 35 contains 12315 members 
Mstep: Class 36 contains 27606 members 
Mstep: Class 37 contains 34095 members 
Mstep: Class 38 contains 19311 members 
Mstep: Class 39 contains 3442 members 
Mstep: Class 40 contains 18371 members 
Mstep: Class 41 contains 6573 members 
Mstep: Class 42 contains 14729 members 
Mstep: Class 43 contains 60145 members 
Mstep: Class 44 contains 37861 members 
Mstep: Class 45 contains 6372 members 
Mstep: Class 46 contains 84596 members 
Mstep: Class 47 contains 10646 members 
Mstep: Class 48 contains 4527 members 
Mstep: Class 49 contains 9270 members 
Mstep: Class 50 contains 20173 members 
Mstep: Class 51 contains 20640 members 
Mstep: Class 52 contains 9453 members 
Mstep: Class 53 contains 8176 members 
Mstep: Class 54 contains 7390 members 
Mstep: Class 55 contains 29758 members 
Mstep: Class 56 contains 2197 members 
Mstep: Class 57 contains 7236 members 
Mstep: Class 58 contains 45349 members 
Mstep: Class 59 contains 8525 members 
Mstep: Class 60 contains 18306 members 
Mstep: Class 61 contains 12930 members 
Mstep: Class 62 contains 8332 members 
Mstep: Class 63 contains 7623 members 
Mstep: Class 64 contains 14511 members 
Mstep: Class 65 contains 3867 members 
Mstep: Class 66 contains 8254 members 
Mstep: Class 67 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212168608.000000 Penalty: 240737.000000
Iteration 95Q: 68 clusters Score -2.121686e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 11507 members 
Mstep: Class 5 contains 13878 members 
Mstep: Class 6 contains 66820 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 64796 members 
Mstep: Class 9 contains 254219 members 
Mstep: Class 10 contains 18975 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 12 contains 178875 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 126542 members 
Mstep: Class 15 contains 38436 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 58423 members 
Mstep: Class 20 contains 7814 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 9514 members 
Mstep: Class 23 contains 31975 members 
Mstep: Class 24 contains 38553 members 
Mstep: Class 25 contains 5475 members 
Mstep: Class 26 contains 45685 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 16677 members 
Mstep: Class 29 contains 15487 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 7780 members 
Mstep: Class 32 contains 5731 members 
Mstep: Class 33 contains 90092 members 
Mstep: Class 34 contains 15398 members 
Mstep: Class 35 contains 12266 members 
Mstep: Class 36 contains 27644 members 
Mstep: Class 37 contains 33706 members 
Mstep: Class 38 contains 19294 members 
Mstep: Class 39 contains 3442 members 
Mstep: Class 40 contains 18063 members 
Mstep: Class 41 contains 6582 members 
Mstep: Class 42 contains 14764 members 
Mstep: Class 43 contains 59924 members 
Mstep: Class 44 contains 37929 members 
Mstep: Class 45 contains 6369 members 
Mstep: Class 46 contains 84582 members 
Mstep: Class 47 contains 10667 members 
Mstep: Class 48 contains 4532 members 
Mstep: Class 49 contains 9318 members 
Mstep: Class 50 contains 20194 members 
Mstep: Class 51 contains 20710 members 
Mstep: Class 52 contains 9466 members 
Mstep: Class 53 contains 8191 members 
Mstep: Class 54 contains 7428 members 
Mstep: Class 55 contains 30137 members 
Mstep: Class 56 contains 2197 members 
Mstep: Class 57 contains 7513 members 
Mstep: Class 58 contains 45483 members 
Mstep: Class 59 contains 8564 members 
Mstep: Class 60 contains 18147 members 
Mstep: Class 61 contains 12945 members 
Mstep: Class 62 contains 8317 members 
Mstep: Class 63 contains 7665 members 
Mstep: Class 64 contains 14507 members 
Mstep: Class 65 contains 3871 members 
Mstep: Class 66 contains 8331 members 
Mstep: Class 67 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212171376.000000 Penalty: 240737.000000
Iteration 96Q: 68 clusters Score -2.121714e+08 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 35389 members 
Mstep: Class 4 contains 11516 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 66653 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 65176 members 
Mstep: Class 9 contains 253962 members 
Mstep: Class 10 contains 18987 members 
Mstep: Class 11 contains 3680 members 
Mstep: Class 12 contains 178733 members 
Mstep: Class 13 contains 7273 members 
Mstep: Class 14 contains 126594 members 
Mstep: Class 15 contains 38447 members 
Mstep: Class 16 contains 4563 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 58657 members 
Mstep: Class 20 contains 7812 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 9810 members 
Mstep: Class 23 contains 31977 members 
Mstep: Class 24 contains 38503 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 45740 members 
Mstep: Class 27 contains 4219 members 
Mstep: Class 28 contains 16661 members 
Mstep: Class 29 contains 15475 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 7773 members 
Mstep: Class 32 contains 5739 members 
Mstep: Class 33 contains 89777 members 
Mstep: Class 34 contains 15404 members 
Mstep: Class 35 contains 12211 members 
Mstep: Class 36 contains 27707 members 
Mstep: Class 37 contains 33321 members 
Mstep: Class 38 contains 19285 members 
Mstep: Class 39 contains 3441 members 
Mstep: Class 40 contains 17635 members 
Mstep: Class 41 contains 6584 members 
Mstep: Class 42 contains 14785 members 
Mstep: Class 43 contains 59692 members 
Mstep: Class 44 contains 37975 members 
Mstep: Class 45 contains 6357 members 
Mstep: Class 46 contains 84587 members 
Mstep: Class 47 contains 10661 members 
Mstep: Class 48 contains 4537 members 
Mstep: Class 49 contains 9351 members 
Mstep: Class 50 contains 20215 members 
Mstep: Class 51 contains 20766 members 
Mstep: Class 52 contains 9475 members 
Mstep: Class 53 contains 8201 members 
Mstep: Class 54 contains 7473 members 
Mstep: Class 55 contains 30495 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 7752 members 
Mstep: Class 58 contains 45598 members 
Mstep: Class 59 contains 8599 members 
Mstep: Class 60 contains 18003 members 
Mstep: Class 61 contains 12976 members 
Mstep: Class 62 contains 8300 members 
Mstep: Class 63 contains 7699 members 
Mstep: Class 64 contains 14500 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8390 members 
Mstep: Class 67 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212172928.000000 Penalty: 240737.000000
Iteration 97Q: 68 clusters Score -2.121729e+08 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 10104 members 
Mstep: Class 3 contains 35354 members 
Mstep: Class 4 contains 11518 members 
Mstep: Class 5 contains 14010 members 
Mstep: Class 6 contains 66514 members 
Mstep: Class 7 contains 8955 members 
Mstep: Class 8 contains 65542 members 
Mstep: Class 9 contains 253712 members 
Mstep: Class 10 contains 19001 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 178605 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 126648 members 
Mstep: Class 15 contains 38435 members 
Mstep: Class 16 contains 4563 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 8726 members 
Mstep: Class 19 contains 58855 members 
Mstep: Class 20 contains 7805 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 10234 members 
Mstep: Class 23 contains 31973 members 
Mstep: Class 24 contains 38432 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 45812 members 
Mstep: Class 27 contains 4235 members 
Mstep: Class 28 contains 16642 members 
Mstep: Class 29 contains 15457 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 7782 members 
Mstep: Class 32 contains 5754 members 
Mstep: Class 33 contains 89477 members 
Mstep: Class 34 contains 15404 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 27778 members 
Mstep: Class 37 contains 32924 members 
Mstep: Class 38 contains 19282 members 
Mstep: Class 39 contains 3442 members 
Mstep: Class 40 contains 17191 members 
Mstep: Class 41 contains 6589 members 
Mstep: Class 42 contains 14814 members 
Mstep: Class 43 contains 59515 members 
Mstep: Class 44 contains 38011 members 
Mstep: Class 45 contains 6343 members 
Mstep: Class 46 contains 84588 members 
Mstep: Class 47 contains 10664 members 
Mstep: Class 48 contains 4544 members 
Mstep: Class 49 contains 9381 members 
Mstep: Class 50 contains 20236 members 
Mstep: Class 51 contains 20815 members 
Mstep: Class 52 contains 9486 members 
Mstep: Class 53 contains 8205 members 
Mstep: Class 54 contains 7514 members 
Mstep: Class 55 contains 30885 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 7817 members 
Mstep: Class 58 contains 45708 members 
Mstep: Class 59 contains 8643 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 13002 members 
Mstep: Class 62 contains 8285 members 
Mstep: Class 63 contains 7728 members 
Mstep: Class 64 contains 14496 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8434 members 
Mstep: Class 67 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212172880.000000 Penalty: 240737.000000
Iteration 98Q: 68 clusters Score -2.121729e+08 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146076 members 
Mstep: Class 2 contains 10158 members 
Mstep: Class 3 contains 35326 members 
Mstep: Class 4 contains 11531 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 66387 members 
Mstep: Class 7 contains 8949 members 
Mstep: Class 8 contains 65880 members 
Mstep: Class 9 contains 253485 members 
Mstep: Class 10 contains 18973 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 178472 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 126679 members 
Mstep: Class 15 contains 38438 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 8663 members 
Mstep: Class 19 contains 59070 members 
Mstep: Class 20 contains 7798 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 10572 members 
Mstep: Class 23 contains 31971 members 
Mstep: Class 24 contains 38365 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 45878 members 
Mstep: Class 27 contains 4230 members 
Mstep: Class 28 contains 16629 members 
Mstep: Class 29 contains 15444 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 7804 members 
Mstep: Class 32 contains 5770 members 
Mstep: Class 33 contains 89199 members 
Mstep: Class 34 contains 15402 members 
Mstep: Class 35 contains 12138 members 
Mstep: Class 36 contains 27846 members 
Mstep: Class 37 contains 32542 members 
Mstep: Class 38 contains 19279 members 
Mstep: Class 39 contains 3441 members 
Mstep: Class 40 contains 16862 members 
Mstep: Class 41 contains 6596 members 
Mstep: Class 42 contains 14835 members 
Mstep: Class 43 contains 59325 members 
Mstep: Class 44 contains 38047 members 
Mstep: Class 45 contains 6347 members 
Mstep: Class 46 contains 84604 members 
Mstep: Class 47 contains 10677 members 
Mstep: Class 48 contains 4548 members 
Mstep: Class 49 contains 9409 members 
Mstep: Class 50 contains 20256 members 
Mstep: Class 51 contains 20872 members 
Mstep: Class 52 contains 9492 members 
Mstep: Class 53 contains 8215 members 
Mstep: Class 54 contains 7536 members 
Mstep: Class 55 contains 31257 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 7831 members 
Mstep: Class 58 contains 45809 members 
Mstep: Class 59 contains 8683 members 
Mstep: Class 60 contains 17695 members 
Mstep: Class 61 contains 13021 members 
Mstep: Class 62 contains 8270 members 
Mstep: Class 63 contains 7761 members 
Mstep: Class 64 contains 14488 members 
Mstep: Class 65 contains 3875 members 
Mstep: Class 66 contains 8484 members 
Mstep: Class 67 contains 5173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212173584.000000 Penalty: 240737.000000
Iteration 99Q: 68 clusters Score -2.121736e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146083 members 
Mstep: Class 2 contains 10214 members 
Mstep: Class 3 contains 35303 members 
Mstep: Class 4 contains 11536 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 66268 members 
Mstep: Class 7 contains 8958 members 
Mstep: Class 8 contains 66173 members 
Mstep: Class 9 contains 253252 members 
Mstep: Class 10 contains 18932 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 178354 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 126709 members 
Mstep: Class 15 contains 38426 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 17 contains 15948 members 
Mstep: Class 18 contains 8603 members 
Mstep: Class 19 contains 59251 members 
Mstep: Class 20 contains 7800 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 10806 members 
Mstep: Class 23 contains 31971 members 
Mstep: Class 24 contains 38317 members 
Mstep: Class 25 contains 5486 members 
Mstep: Class 26 contains 45935 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 16625 members 
Mstep: Class 29 contains 15432 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 7798 members 
Mstep: Class 32 contains 5784 members 
Mstep: Class 33 contains 88925 members 
Mstep: Class 34 contains 15404 members 
Mstep: Class 35 contains 12123 members 
Mstep: Class 36 contains 27914 members 
Mstep: Class 37 contains 32206 members 
Mstep: Class 38 contains 19279 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 16610 members 
Mstep: Class 41 contains 6599 members 
Mstep: Class 42 contains 14866 members 
Mstep: Class 43 contains 59182 members 
Mstep: Class 44 contains 38078 members 
Mstep: Class 45 contains 6340 members 
Mstep: Class 46 contains 84633 members 
Mstep: Class 47 contains 10688 members 
Mstep: Class 48 contains 4552 members 
Mstep: Class 49 contains 9429 members 
Mstep: Class 50 contains 20269 members 
Mstep: Class 51 contains 20940 members 
Mstep: Class 52 contains 9495 members 
Mstep: Class 53 contains 8219 members 
Mstep: Class 54 contains 7565 members 
Mstep: Class 55 contains 31600 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 7836 members 
Mstep: Class 58 contains 45903 members 
Mstep: Class 59 contains 8724 members 
Mstep: Class 60 contains 17566 members 
Mstep: Class 61 contains 13025 members 
Mstep: Class 62 contains 8273 members 
Mstep: Class 63 contains 7794 members 
Mstep: Class 64 contains 14482 members 
Mstep: Class 65 contains 3875 members 
Mstep: Class 66 contains 8546 members 
Mstep: Class 67 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212176064.000000 Penalty: 240737.000000
Iteration 100F: 68 clusters Score -2.121761e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 35269 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 14159 members 
Mstep: Class 6 contains 66184 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 66471 members 
Mstep: Class 9 contains 253079 members 
Mstep: Class 10 contains 18915 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 178243 members 
Mstep: Class 13 contains 7287 members 
Mstep: Class 14 contains 126737 members 
Mstep: Class 15 contains 38407 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 8524 members 
Mstep: Class 19 contains 59429 members 
Mstep: Class 20 contains 7800 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 11866 members 
Mstep: Class 23 contains 31975 members 
Mstep: Class 24 contains 38223 members 
Mstep: Class 25 contains 5486 members 
Mstep: Class 26 contains 45977 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 16623 members 
Mstep: Class 29 contains 15411 members 
Mstep: Class 30 contains 3290 members 
Mstep: Class 31 contains 7777 members 
Mstep: Class 32 contains 5789 members 
Mstep: Class 33 contains 88694 members 
Mstep: Class 34 contains 15406 members 
Mstep: Class 35 contains 12103 members 
Mstep: Class 36 contains 27950 members 
Mstep: Class 37 contains 31891 members 
Mstep: Class 38 contains 19273 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 15553 members 
Mstep: Class 41 contains 6604 members 
Mstep: Class 42 contains 14894 members 
Mstep: Class 43 contains 59040 members 
Mstep: Class 44 contains 38102 members 
Mstep: Class 45 contains 6329 members 
Mstep: Class 46 contains 84638 members 
Mstep: Class 47 contains 10698 members 
Mstep: Class 48 contains 4556 members 
Mstep: Class 49 contains 9550 members 
Mstep: Class 50 contains 20287 members 
Mstep: Class 51 contains 21016 members 
Mstep: Class 52 contains 9500 members 
Mstep: Class 53 contains 8224 members 
Mstep: Class 54 contains 7573 members 
Mstep: Class 55 contains 31912 members 
Mstep: Class 56 contains 2198 members 
Mstep: Class 57 contains 7846 members 
Mstep: Class 58 contains 45986 members 
Mstep: Class 59 contains 8742 members 
Mstep: Class 60 contains 17416 members 
Mstep: Class 61 contains 13023 members 
Mstep: Class 62 contains 8249 members 
Mstep: Class 63 contains 7820 members 
Mstep: Class 64 contains 14477 members 
Mstep: Class 65 contains 3876 members 
Mstep: Class 66 contains 8599 members 
Mstep: Class 67 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212180144.000000 Penalty: 240737.000000
Iteration 101Q: 68 clusters Score -2.121801e+08 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 10376 members 
Mstep: Class 3 contains 35233 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 14174 members 
Mstep: Class 6 contains 66111 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 66738 members 
Mstep: Class 9 contains 252889 members 
Mstep: Class 10 contains 18874 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 178129 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 126751 members 
Mstep: Class 15 contains 38387 members 
Mstep: Class 16 contains 4560 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 18 contains 8455 members 
Mstep: Class 19 contains 59648 members 
Mstep: Class 20 contains 7797 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 12532 members 
Mstep: Class 23 contains 31975 members 
Mstep: Class 24 contains 38141 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 46053 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 16613 members 
Mstep: Class 29 contains 15386 members 
Mstep: Class 30 contains 3288 members 
Mstep: Class 31 contains 7770 members 
Mstep: Class 32 contains 5797 members 
Mstep: Class 33 contains 88478 members 
Mstep: Class 34 contains 15416 members 
Mstep: Class 35 contains 12072 members 
Mstep: Class 36 contains 28002 members 
Mstep: Class 37 contains 31618 members 
Mstep: Class 38 contains 19276 members 
Mstep: Class 39 contains 3439 members 
Mstep: Class 40 contains 14926 members 
Mstep: Class 41 contains 6605 members 
Mstep: Class 42 contains 14923 members 
Mstep: Class 43 contains 58881 members 
Mstep: Class 44 contains 38117 members 
Mstep: Class 45 contains 6305 members 
Mstep: Class 46 contains 84639 members 
Mstep: Class 47 contains 10692 members 
Mstep: Class 48 contains 4558 members 
Mstep: Class 49 contains 9680 members 
Mstep: Class 50 contains 20301 members 
Mstep: Class 51 contains 21072 members 
Mstep: Class 52 contains 9510 members 
Mstep: Class 53 contains 8231 members 
Mstep: Class 54 contains 7538 members 
Mstep: Class 55 contains 32176 members 
Mstep: Class 56 contains 2199 members 
Mstep: Class 57 contains 7851 members 
Mstep: Class 58 contains 46039 members 
Mstep: Class 59 contains 8750 members 
Mstep: Class 60 contains 17296 members 
Mstep: Class 61 contains 13026 members 
Mstep: Class 62 contains 8219 members 
Mstep: Class 63 contains 7839 members 
Mstep: Class 64 contains 14467 members 
Mstep: Class 65 contains 3876 members 
Mstep: Class 66 contains 8651 members 
Mstep: Class 67 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212182544.000000 Penalty: 240737.000000
Iteration 102Q: 68 clusters Score -2.121825e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 35192 members 
Mstep: Class 4 contains 11556 members 
Mstep: Class 5 contains 14176 members 
Mstep: Class 6 contains 66041 members 
Mstep: Class 7 contains 8991 members 
Mstep: Class 8 contains 66975 members 
Mstep: Class 9 contains 252691 members 
Mstep: Class 10 contains 18823 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 178028 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 14 contains 126773 members 
Mstep: Class 15 contains 38365 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 15921 members 
Mstep: Class 18 contains 8393 members 
Mstep: Class 19 contains 59852 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 12813 members 
Mstep: Class 23 contains 31975 members 
Mstep: Class 24 contains 38048 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 46127 members 
Mstep: Class 27 contains 4305 members 
Mstep: Class 28 contains 16603 members 
Mstep: Class 29 contains 15363 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7762 members 
Mstep: Class 32 contains 5798 members 
Mstep: Class 33 contains 88274 members 
Mstep: Class 34 contains 15425 members 
Mstep: Class 35 contains 12054 members 
Mstep: Class 36 contains 28038 members 
Mstep: Class 37 contains 31379 members 
Mstep: Class 38 contains 19280 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 14618 members 
Mstep: Class 41 contains 6605 members 
Mstep: Class 42 contains 14953 members 
Mstep: Class 43 contains 58733 members 
Mstep: Class 44 contains 38133 members 
Mstep: Class 45 contains 6270 members 
Mstep: Class 46 contains 84653 members 
Mstep: Class 47 contains 10705 members 
Mstep: Class 48 contains 4558 members 
Mstep: Class 49 contains 9785 members 
Mstep: Class 50 contains 20321 members 
Mstep: Class 51 contains 21135 members 
Mstep: Class 52 contains 9525 members 
Mstep: Class 53 contains 8236 members 
Mstep: Class 54 contains 7512 members 
Mstep: Class 55 contains 32403 members 
Mstep: Class 56 contains 2199 members 
Mstep: Class 57 contains 7855 members 
Mstep: Class 58 contains 46092 members 
Mstep: Class 59 contains 8797 members 
Mstep: Class 60 contains 17171 members 
Mstep: Class 61 contains 13043 members 
Mstep: Class 62 contains 8198 members 
Mstep: Class 63 contains 7859 members 
Mstep: Class 64 contains 14460 members 
Mstep: Class 65 contains 3877 members 
Mstep: Class 66 contains 8704 members 
Mstep: Class 67 contains 5160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212182960.000000 Penalty: 240737.000000
Iteration 103Q: 68 clusters Score -2.12183e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146161 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 35159 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 14205 members 
Mstep: Class 6 contains 65977 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 67251 members 
Mstep: Class 9 contains 252500 members 
Mstep: Class 10 contains 18774 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 177916 members 
Mstep: Class 13 contains 7313 members 
Mstep: Class 14 contains 126783 members 
Mstep: Class 15 contains 38344 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 15913 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 60066 members 
Mstep: Class 20 contains 7796 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 12947 members 
Mstep: Class 23 contains 31970 members 
Mstep: Class 24 contains 37973 members 
Mstep: Class 25 contains 5486 members 
Mstep: Class 26 contains 46187 members 
Mstep: Class 27 contains 4341 members 
Mstep: Class 28 contains 16602 members 
Mstep: Class 29 contains 15346 members 
Mstep: Class 30 contains 3287 members 
Mstep: Class 31 contains 7753 members 
Mstep: Class 32 contains 5805 members 
Mstep: Class 33 contains 88082 members 
Mstep: Class 34 contains 15426 members 
Mstep: Class 35 contains 12040 members 
Mstep: Class 36 contains 28078 members 
Mstep: Class 37 contains 31192 members 
Mstep: Class 38 contains 19280 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 14388 members 
Mstep: Class 41 contains 6607 members 
Mstep: Class 42 contains 14972 members 
Mstep: Class 43 contains 58595 members 
Mstep: Class 44 contains 38153 members 
Mstep: Class 45 contains 6253 members 
Mstep: Class 46 contains 84662 members 
Mstep: Class 47 contains 10711 members 
Mstep: Class 48 contains 4559 members 
Mstep: Class 49 contains 9880 members 
Mstep: Class 50 contains 20335 members 
Mstep: Class 51 contains 21194 members 
Mstep: Class 52 contains 9541 members 
Mstep: Class 53 contains 8240 members 
Mstep: Class 54 contains 7500 members 
Mstep: Class 55 contains 32569 members 
Mstep: Class 56 contains 2199 members 
Mstep: Class 57 contains 7857 members 
Mstep: Class 58 contains 46155 members 
Mstep: Class 59 contains 8852 members 
Mstep: Class 60 contains 17028 members 
Mstep: Class 61 contains 13064 members 
Mstep: Class 62 contains 8168 members 
Mstep: Class 63 contains 7875 members 
Mstep: Class 64 contains 14460 members 
Mstep: Class 65 contains 3878 members 
Mstep: Class 66 contains 8751 members 
Mstep: Class 67 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212183872.000000 Penalty: 240737.000000
Iteration 104Q: 68 clusters Score -2.121839e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146186 members 
Mstep: Class 2 contains 10813 members 
Mstep: Class 3 contains 35135 members 
Mstep: Class 4 contains 11575 members 
Mstep: Class 5 contains 14244 members 
Mstep: Class 6 contains 65911 members 
Mstep: Class 7 contains 8964 members 
Mstep: Class 8 contains 67504 members 
Mstep: Class 9 contains 252307 members 
Mstep: Class 10 contains 18745 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 12 contains 177839 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 126807 members 
Mstep: Class 15 contains 38326 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 15907 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 60261 members 
Mstep: Class 20 contains 7802 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13020 members 
Mstep: Class 23 contains 31968 members 
Mstep: Class 24 contains 37925 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 46261 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 16588 members 
Mstep: Class 29 contains 15328 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7737 members 
Mstep: Class 32 contains 5806 members 
Mstep: Class 33 contains 87883 members 
Mstep: Class 34 contains 15431 members 
Mstep: Class 35 contains 12025 members 
Mstep: Class 36 contains 28114 members 
Mstep: Class 37 contains 31021 members 
Mstep: Class 38 contains 19279 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 14186 members 
Mstep: Class 41 contains 6608 members 
Mstep: Class 42 contains 14999 members 
Mstep: Class 43 contains 58445 members 
Mstep: Class 44 contains 38172 members 
Mstep: Class 45 contains 6236 members 
Mstep: Class 46 contains 84662 members 
Mstep: Class 47 contains 10724 members 
Mstep: Class 48 contains 4562 members 
Mstep: Class 49 contains 9954 members 
Mstep: Class 50 contains 20348 members 
Mstep: Class 51 contains 21247 members 
Mstep: Class 52 contains 9561 members 
Mstep: Class 53 contains 8247 members 
Mstep: Class 54 contains 7528 members 
Mstep: Class 55 contains 32714 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7861 members 
Mstep: Class 58 contains 46220 members 
Mstep: Class 59 contains 8902 members 
Mstep: Class 60 contains 16908 members 
Mstep: Class 61 contains 13087 members 
Mstep: Class 62 contains 8137 members 
Mstep: Class 63 contains 7889 members 
Mstep: Class 64 contains 14452 members 
Mstep: Class 65 contains 3879 members 
Mstep: Class 66 contains 8780 members 
Mstep: Class 67 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212184752.000000 Penalty: 240737.000000
Iteration 105Q: 68 clusters Score -2.121848e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 10906 members 
Mstep: Class 3 contains 35119 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 65858 members 
Mstep: Class 7 contains 8957 members 
Mstep: Class 8 contains 67762 members 
Mstep: Class 9 contains 252097 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 177766 members 
Mstep: Class 13 contains 7303 members 
Mstep: Class 14 contains 126839 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 4555 members 
Mstep: Class 17 contains 15901 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 60450 members 
Mstep: Class 20 contains 7805 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13071 members 
Mstep: Class 23 contains 31968 members 
Mstep: Class 24 contains 37878 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 46344 members 
Mstep: Class 27 contains 4404 members 
Mstep: Class 28 contains 16577 members 
Mstep: Class 29 contains 15308 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7730 members 
Mstep: Class 32 contains 5810 members 
Mstep: Class 33 contains 87709 members 
Mstep: Class 34 contains 15436 members 
Mstep: Class 35 contains 12016 members 
Mstep: Class 36 contains 28144 members 
Mstep: Class 37 contains 30882 members 
Mstep: Class 38 contains 19273 members 
Mstep: Class 39 contains 3441 members 
Mstep: Class 40 contains 14018 members 
Mstep: Class 41 contains 6608 members 
Mstep: Class 42 contains 15025 members 
Mstep: Class 43 contains 58336 members 
Mstep: Class 44 contains 38185 members 
Mstep: Class 45 contains 6200 members 
Mstep: Class 46 contains 84647 members 
Mstep: Class 47 contains 10745 members 
Mstep: Class 48 contains 4562 members 
Mstep: Class 49 contains 10012 members 
Mstep: Class 50 contains 20358 members 
Mstep: Class 51 contains 21293 members 
Mstep: Class 52 contains 9578 members 
Mstep: Class 53 contains 8254 members 
Mstep: Class 54 contains 7569 members 
Mstep: Class 55 contains 32871 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7862 members 
Mstep: Class 58 contains 46261 members 
Mstep: Class 59 contains 8985 members 
Mstep: Class 60 contains 16782 members 
Mstep: Class 61 contains 13090 members 
Mstep: Class 62 contains 8103 members 
Mstep: Class 63 contains 7904 members 
Mstep: Class 64 contains 14451 members 
Mstep: Class 65 contains 3881 members 
Mstep: Class 66 contains 8785 members 
Mstep: Class 67 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212185168.000000 Penalty: 240737.000000
Iteration 106Q: 68 clusters Score -2.121852e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 10962 members 
Mstep: Class 3 contains 35104 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14292 members 
Mstep: Class 6 contains 65788 members 
Mstep: Class 7 contains 8946 members 
Mstep: Class 8 contains 68008 members 
Mstep: Class 9 contains 251890 members 
Mstep: Class 10 contains 18692 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 177677 members 
Mstep: Class 13 contains 7298 members 
Mstep: Class 14 contains 126863 members 
Mstep: Class 15 contains 38265 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 60646 members 
Mstep: Class 20 contains 7807 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 31966 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 46415 members 
Mstep: Class 27 contains 4447 members 
Mstep: Class 28 contains 16568 members 
Mstep: Class 29 contains 15290 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7726 members 
Mstep: Class 32 contains 5821 members 
Mstep: Class 33 contains 87548 members 
Mstep: Class 34 contains 15437 members 
Mstep: Class 35 contains 12001 members 
Mstep: Class 36 contains 28182 members 
Mstep: Class 37 contains 30742 members 
Mstep: Class 38 contains 19267 members 
Mstep: Class 39 contains 3439 members 
Mstep: Class 40 contains 13887 members 
Mstep: Class 41 contains 6610 members 
Mstep: Class 42 contains 15058 members 
Mstep: Class 43 contains 58242 members 
Mstep: Class 44 contains 38197 members 
Mstep: Class 45 contains 6172 members 
Mstep: Class 46 contains 84638 members 
Mstep: Class 47 contains 10751 members 
Mstep: Class 48 contains 4561 members 
Mstep: Class 49 contains 10070 members 
Mstep: Class 50 contains 20368 members 
Mstep: Class 51 contains 21332 members 
Mstep: Class 52 contains 9603 members 
Mstep: Class 53 contains 8260 members 
Mstep: Class 54 contains 7584 members 
Mstep: Class 55 contains 33017 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7864 members 
Mstep: Class 58 contains 46324 members 
Mstep: Class 59 contains 9088 members 
Mstep: Class 60 contains 16656 members 
Mstep: Class 61 contains 13092 members 
Mstep: Class 62 contains 8081 members 
Mstep: Class 63 contains 7923 members 
Mstep: Class 64 contains 14455 members 
Mstep: Class 65 contains 3882 members 
Mstep: Class 66 contains 8797 members 
Mstep: Class 67 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212186096.000000 Penalty: 240737.000000
Iteration 107Q: 68 clusters Score -2.121861e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 10996 members 
Mstep: Class 3 contains 35093 members 
Mstep: Class 4 contains 11588 members 
Mstep: Class 5 contains 14311 members 
Mstep: Class 6 contains 65714 members 
Mstep: Class 7 contains 8921 members 
Mstep: Class 8 contains 68220 members 
Mstep: Class 9 contains 251686 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 3848 members 
Mstep: Class 12 contains 177615 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 126889 members 
Mstep: Class 15 contains 38258 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 60827 members 
Mstep: Class 20 contains 7809 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13102 members 
Mstep: Class 23 contains 31960 members 
Mstep: Class 24 contains 37782 members 
Mstep: Class 25 contains 5476 members 
Mstep: Class 26 contains 46493 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 16554 members 
Mstep: Class 29 contains 15279 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 7724 members 
Mstep: Class 32 contains 5831 members 
Mstep: Class 33 contains 87401 members 
Mstep: Class 34 contains 15443 members 
Mstep: Class 35 contains 11984 members 
Mstep: Class 36 contains 28224 members 
Mstep: Class 37 contains 30648 members 
Mstep: Class 38 contains 19265 members 
Mstep: Class 39 contains 3440 members 
Mstep: Class 40 contains 13772 members 
Mstep: Class 41 contains 6611 members 
Mstep: Class 42 contains 15089 members 
Mstep: Class 43 contains 58143 members 
Mstep: Class 44 contains 38208 members 
Mstep: Class 45 contains 6146 members 
Mstep: Class 46 contains 84624 members 
Mstep: Class 47 contains 10750 members 
Mstep: Class 48 contains 4559 members 
Mstep: Class 49 contains 10145 members 
Mstep: Class 50 contains 20378 members 
Mstep: Class 51 contains 21373 members 
Mstep: Class 52 contains 9620 members 
Mstep: Class 53 contains 8266 members 
Mstep: Class 54 contains 7622 members 
Mstep: Class 55 contains 33112 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7867 members 
Mstep: Class 58 contains 46379 members 
Mstep: Class 59 contains 9199 members 
Mstep: Class 60 contains 16555 members 
Mstep: Class 61 contains 13091 members 
Mstep: Class 62 contains 8045 members 
Mstep: Class 63 contains 7931 members 
Mstep: Class 64 contains 14457 members 
Mstep: Class 65 contains 3884 members 
Mstep: Class 66 contains 8801 members 
Mstep: Class 67 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212186624.000000 Penalty: 240737.000000
Iteration 108Q: 68 clusters Score -2.121866e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146243 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 35083 members 
Mstep: Class 4 contains 11596 members 
Mstep: Class 5 contains 14327 members 
Mstep: Class 6 contains 65655 members 
Mstep: Class 7 contains 8901 members 
Mstep: Class 8 contains 68394 members 
Mstep: Class 9 contains 251496 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 3866 members 
Mstep: Class 12 contains 177555 members 
Mstep: Class 13 contains 7290 members 
Mstep: Class 14 contains 126924 members 
Mstep: Class 15 contains 38242 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 8122 members 
Mstep: Class 19 contains 60979 members 
Mstep: Class 20 contains 7810 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13112 members 
Mstep: Class 23 contains 31954 members 
Mstep: Class 24 contains 37743 members 
Mstep: Class 25 contains 5476 members 
Mstep: Class 26 contains 46572 members 
Mstep: Class 27 contains 4514 members 
Mstep: Class 28 contains 16543 members 
Mstep: Class 29 contains 15269 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 7723 members 
Mstep: Class 32 contains 5827 members 
Mstep: Class 33 contains 87254 members 
Mstep: Class 34 contains 15446 members 
Mstep: Class 35 contains 11967 members 
Mstep: Class 36 contains 28269 members 
Mstep: Class 37 contains 30572 members 
Mstep: Class 38 contains 19267 members 
Mstep: Class 39 contains 3439 members 
Mstep: Class 40 contains 13670 members 
Mstep: Class 41 contains 6610 members 
Mstep: Class 42 contains 15125 members 
Mstep: Class 43 contains 58061 members 
Mstep: Class 44 contains 38207 members 
Mstep: Class 45 contains 6108 members 
Mstep: Class 46 contains 84607 members 
Mstep: Class 47 contains 10748 members 
Mstep: Class 48 contains 4556 members 
Mstep: Class 49 contains 10196 members 
Mstep: Class 50 contains 20384 members 
Mstep: Class 51 contains 21414 members 
Mstep: Class 52 contains 9643 members 
Mstep: Class 53 contains 8276 members 
Mstep: Class 54 contains 7660 members 
Mstep: Class 55 contains 33199 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7871 members 
Mstep: Class 58 contains 46434 members 
Mstep: Class 59 contains 9317 members 
Mstep: Class 60 contains 16471 members 
Mstep: Class 61 contains 13088 members 
Mstep: Class 62 contains 8015 members 
Mstep: Class 63 contains 7936 members 
Mstep: Class 64 contains 14454 members 
Mstep: Class 65 contains 3884 members 
Mstep: Class 66 contains 8835 members 
Mstep: Class 67 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212187296.000000 Penalty: 240737.000000
Iteration 109Q: 68 clusters Score -2.121873e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146263 members 
Mstep: Class 2 contains 11049 members 
Mstep: Class 3 contains 35073 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 14339 members 
Mstep: Class 6 contains 65601 members 
Mstep: Class 7 contains 8901 members 
Mstep: Class 8 contains 68569 members 
Mstep: Class 9 contains 251334 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 177516 members 
Mstep: Class 13 contains 7287 members 
Mstep: Class 14 contains 126955 members 
Mstep: Class 15 contains 38226 members 
Mstep: Class 16 contains 4551 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 8081 members 
Mstep: Class 19 contains 61102 members 
Mstep: Class 20 contains 7813 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13113 members 
Mstep: Class 23 contains 31955 members 
Mstep: Class 24 contains 37722 members 
Mstep: Class 25 contains 5476 members 
Mstep: Class 26 contains 46685 members 
Mstep: Class 27 contains 4535 members 
Mstep: Class 28 contains 16533 members 
Mstep: Class 29 contains 15257 members 
Mstep: Class 30 contains 3282 members 
Mstep: Class 31 contains 7718 members 
Mstep: Class 32 contains 5829 members 
Mstep: Class 33 contains 87102 members 
Mstep: Class 34 contains 15444 members 
Mstep: Class 35 contains 11946 members 
Mstep: Class 36 contains 28308 members 
Mstep: Class 37 contains 30498 members 
Mstep: Class 38 contains 19270 members 
Mstep: Class 39 contains 3438 members 
Mstep: Class 40 contains 13550 members 
Mstep: Class 41 contains 6610 members 
Mstep: Class 42 contains 15142 members 
Mstep: Class 43 contains 57977 members 
Mstep: Class 44 contains 38217 members 
Mstep: Class 45 contains 6081 members 
Mstep: Class 46 contains 84595 members 
Mstep: Class 47 contains 10751 members 
Mstep: Class 48 contains 4556 members 
Mstep: Class 49 contains 10250 members 
Mstep: Class 50 contains 20392 members 
Mstep: Class 51 contains 21448 members 
Mstep: Class 52 contains 9662 members 
Mstep: Class 53 contains 8286 members 
Mstep: Class 54 contains 7710 members 
Mstep: Class 55 contains 33273 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7870 members 
Mstep: Class 58 contains 46472 members 
Mstep: Class 59 contains 9425 members 
Mstep: Class 60 contains 16376 members 
Mstep: Class 61 contains 13088 members 
Mstep: Class 62 contains 7982 members 
Mstep: Class 63 contains 7945 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 3885 members 
Mstep: Class 66 contains 8859 members 
Mstep: Class 67 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212188064.000000 Penalty: 240737.000000
Iteration 110Q: 68 clusters Score -2.121881e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 35063 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 14354 members 
Mstep: Class 6 contains 65550 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 68740 members 
Mstep: Class 9 contains 251185 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 3881 members 
Mstep: Class 12 contains 177481 members 
Mstep: Class 13 contains 7286 members 
Mstep: Class 14 contains 126976 members 
Mstep: Class 15 contains 38197 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 8040 members 
Mstep: Class 19 contains 61241 members 
Mstep: Class 20 contains 7817 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13118 members 
Mstep: Class 23 contains 31954 members 
Mstep: Class 24 contains 37717 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 46787 members 
Mstep: Class 27 contains 4545 members 
Mstep: Class 28 contains 16524 members 
Mstep: Class 29 contains 15244 members 
Mstep: Class 30 contains 3281 members 
Mstep: Class 31 contains 7728 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 86928 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 11930 members 
Mstep: Class 36 contains 28363 members 
Mstep: Class 37 contains 30434 members 
Mstep: Class 38 contains 19270 members 
Mstep: Class 39 contains 3437 members 
Mstep: Class 40 contains 13435 members 
Mstep: Class 41 contains 6613 members 
Mstep: Class 42 contains 15158 members 
Mstep: Class 43 contains 57898 members 
Mstep: Class 44 contains 38233 members 
Mstep: Class 45 contains 6074 members 
Mstep: Class 46 contains 84592 members 
Mstep: Class 47 contains 10738 members 
Mstep: Class 48 contains 4559 members 
Mstep: Class 49 contains 10310 members 
Mstep: Class 50 contains 20401 members 
Mstep: Class 51 contains 21480 members 
Mstep: Class 52 contains 9683 members 
Mstep: Class 53 contains 8296 members 
Mstep: Class 54 contains 7764 members 
Mstep: Class 55 contains 33332 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7869 members 
Mstep: Class 58 contains 46512 members 
Mstep: Class 59 contains 9524 members 
Mstep: Class 60 contains 16269 members 
Mstep: Class 61 contains 13096 members 
Mstep: Class 62 contains 7959 members 
Mstep: Class 63 contains 7944 members 
Mstep: Class 64 contains 14449 members 
Mstep: Class 65 contains 3887 members 
Mstep: Class 66 contains 8873 members 
Mstep: Class 67 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212188240.000000 Penalty: 240737.000000
Iteration 111Q: 68 clusters Score -2.121882e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146275 members 
Mstep: Class 2 contains 11088 members 
Mstep: Class 3 contains 35053 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 14371 members 
Mstep: Class 6 contains 65507 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 68898 members 
Mstep: Class 9 contains 251052 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 177446 members 
Mstep: Class 13 contains 7273 members 
Mstep: Class 14 contains 127000 members 
Mstep: Class 15 contains 38174 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 15857 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 61356 members 
Mstep: Class 20 contains 7818 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13124 members 
Mstep: Class 23 contains 31955 members 
Mstep: Class 24 contains 37695 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 46909 members 
Mstep: Class 27 contains 4564 members 
Mstep: Class 28 contains 16511 members 
Mstep: Class 29 contains 15226 members 
Mstep: Class 30 contains 3280 members 
Mstep: Class 31 contains 7723 members 
Mstep: Class 32 contains 5827 members 
Mstep: Class 33 contains 86757 members 
Mstep: Class 34 contains 15444 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 28422 members 
Mstep: Class 37 contains 30379 members 
Mstep: Class 38 contains 19267 members 
Mstep: Class 39 contains 3436 members 
Mstep: Class 40 contains 13313 members 
Mstep: Class 41 contains 6616 members 
Mstep: Class 42 contains 15171 members 
Mstep: Class 43 contains 57813 members 
Mstep: Class 44 contains 38246 members 
Mstep: Class 45 contains 6072 members 
Mstep: Class 46 contains 84594 members 
Mstep: Class 47 contains 10743 members 
Mstep: Class 48 contains 4563 members 
Mstep: Class 49 contains 10390 members 
Mstep: Class 50 contains 20417 members 
Mstep: Class 51 contains 21510 members 
Mstep: Class 52 contains 9706 members 
Mstep: Class 53 contains 8307 members 
Mstep: Class 54 contains 7818 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7868 members 
Mstep: Class 58 contains 46539 members 
Mstep: Class 59 contains 9637 members 
Mstep: Class 60 contains 16184 members 
Mstep: Class 61 contains 13100 members 
Mstep: Class 62 contains 7906 members 
Mstep: Class 63 contains 7949 members 
Mstep: Class 64 contains 14443 members 
Mstep: Class 65 contains 3888 members 
Mstep: Class 66 contains 8855 members 
Mstep: Class 67 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212188208.000000 Penalty: 240737.000000
Iteration 112Q: 68 clusters Score -2.121882e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 11109 members 
Mstep: Class 3 contains 35042 members 
Mstep: Class 4 contains 11639 members 
Mstep: Class 5 contains 14387 members 
Mstep: Class 6 contains 65460 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 69041 members 
Mstep: Class 9 contains 250908 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177420 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 127033 members 
Mstep: Class 15 contains 38153 members 
Mstep: Class 16 contains 4553 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 61466 members 
Mstep: Class 20 contains 7819 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13121 members 
Mstep: Class 23 contains 31952 members 
Mstep: Class 24 contains 37668 members 
Mstep: Class 25 contains 5476 members 
Mstep: Class 26 contains 47028 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 16506 members 
Mstep: Class 29 contains 15217 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 7716 members 
Mstep: Class 32 contains 5829 members 
Mstep: Class 33 contains 86611 members 
Mstep: Class 34 contains 15443 members 
Mstep: Class 35 contains 11881 members 
Mstep: Class 36 contains 28475 members 
Mstep: Class 37 contains 30331 members 
Mstep: Class 38 contains 19264 members 
Mstep: Class 39 contains 3436 members 
Mstep: Class 40 contains 13200 members 
Mstep: Class 41 contains 6618 members 
Mstep: Class 42 contains 15188 members 
Mstep: Class 43 contains 57739 members 
Mstep: Class 44 contains 38256 members 
Mstep: Class 45 contains 6058 members 
Mstep: Class 46 contains 84588 members 
Mstep: Class 47 contains 10739 members 
Mstep: Class 48 contains 4567 members 
Mstep: Class 49 contains 10466 members 
Mstep: Class 50 contains 20432 members 
Mstep: Class 51 contains 21544 members 
Mstep: Class 52 contains 9724 members 
Mstep: Class 53 contains 8316 members 
Mstep: Class 54 contains 7868 members 
Mstep: Class 55 contains 33439 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7869 members 
Mstep: Class 58 contains 46569 members 
Mstep: Class 59 contains 9740 members 
Mstep: Class 60 contains 16098 members 
Mstep: Class 61 contains 13095 members 
Mstep: Class 62 contains 7857 members 
Mstep: Class 63 contains 7959 members 
Mstep: Class 64 contains 14436 members 
Mstep: Class 65 contains 3886 members 
Mstep: Class 66 contains 8842 members 
Mstep: Class 67 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212188560.000000 Penalty: 240737.000000
Iteration 113Q: 68 clusters Score -2.121886e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 35021 members 
Mstep: Class 4 contains 11652 members 
Mstep: Class 5 contains 14398 members 
Mstep: Class 6 contains 65438 members 
Mstep: Class 7 contains 8815 members 
Mstep: Class 8 contains 69192 members 
Mstep: Class 9 contains 250785 members 
Mstep: Class 10 contains 18473 members 
Mstep: Class 11 contains 3893 members 
Mstep: Class 12 contains 177408 members 
Mstep: Class 13 contains 7265 members 
Mstep: Class 14 contains 127057 members 
Mstep: Class 15 contains 38136 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 61565 members 
Mstep: Class 20 contains 7820 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13122 members 
Mstep: Class 23 contains 31953 members 
Mstep: Class 24 contains 37642 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 47120 members 
Mstep: Class 27 contains 4600 members 
Mstep: Class 28 contains 16506 members 
Mstep: Class 29 contains 15209 members 
Mstep: Class 30 contains 3278 members 
Mstep: Class 31 contains 7711 members 
Mstep: Class 32 contains 5836 members 
Mstep: Class 33 contains 86458 members 
Mstep: Class 34 contains 15444 members 
Mstep: Class 35 contains 11869 members 
Mstep: Class 36 contains 28536 members 
Mstep: Class 37 contains 30288 members 
Mstep: Class 38 contains 19258 members 
Mstep: Class 39 contains 3435 members 
Mstep: Class 40 contains 13088 members 
Mstep: Class 41 contains 6623 members 
Mstep: Class 42 contains 15206 members 
Mstep: Class 43 contains 57663 members 
Mstep: Class 44 contains 38261 members 
Mstep: Class 45 contains 6045 members 
Mstep: Class 46 contains 84585 members 
Mstep: Class 47 contains 10726 members 
Mstep: Class 48 contains 4570 members 
Mstep: Class 49 contains 10516 members 
Mstep: Class 50 contains 20441 members 
Mstep: Class 51 contains 21566 members 
Mstep: Class 52 contains 9746 members 
Mstep: Class 53 contains 8333 members 
Mstep: Class 54 contains 7929 members 
Mstep: Class 55 contains 33474 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7871 members 
Mstep: Class 58 contains 46587 members 
Mstep: Class 59 contains 9803 members 
Mstep: Class 60 contains 16023 members 
Mstep: Class 61 contains 13103 members 
Mstep: Class 62 contains 7822 members 
Mstep: Class 63 contains 7966 members 
Mstep: Class 64 contains 14435 members 
Mstep: Class 65 contains 3883 members 
Mstep: Class 66 contains 8831 members 
Mstep: Class 67 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212188784.000000 Penalty: 240737.000000
Iteration 114Q: 68 clusters Score -2.121888e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 35014 members 
Mstep: Class 4 contains 11657 members 
Mstep: Class 5 contains 14408 members 
Mstep: Class 6 contains 65416 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 69329 members 
Mstep: Class 9 contains 250656 members 
Mstep: Class 10 contains 18449 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177398 members 
Mstep: Class 13 contains 7255 members 
Mstep: Class 14 contains 127091 members 
Mstep: Class 15 contains 38110 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15817 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 61672 members 
Mstep: Class 20 contains 7820 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 13127 members 
Mstep: Class 23 contains 31950 members 
Mstep: Class 24 contains 37614 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 47211 members 
Mstep: Class 27 contains 4616 members 
Mstep: Class 28 contains 16504 members 
Mstep: Class 29 contains 15209 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 7716 members 
Mstep: Class 32 contains 5837 members 
Mstep: Class 33 contains 86305 members 
Mstep: Class 34 contains 15451 members 
Mstep: Class 35 contains 11856 members 
Mstep: Class 36 contains 28594 members 
Mstep: Class 37 contains 30248 members 
Mstep: Class 38 contains 19258 members 
Mstep: Class 39 contains 3435 members 
Mstep: Class 40 contains 12983 members 
Mstep: Class 41 contains 6626 members 
Mstep: Class 42 contains 15222 members 
Mstep: Class 43 contains 57589 members 
Mstep: Class 44 contains 38269 members 
Mstep: Class 45 contains 6038 members 
Mstep: Class 46 contains 84586 members 
Mstep: Class 47 contains 10709 members 
Mstep: Class 48 contains 4574 members 
Mstep: Class 49 contains 10586 members 
Mstep: Class 50 contains 20449 members 
Mstep: Class 51 contains 21597 members 
Mstep: Class 52 contains 9767 members 
Mstep: Class 53 contains 8345 members 
Mstep: Class 54 contains 8000 members 
Mstep: Class 55 contains 33511 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7872 members 
Mstep: Class 58 contains 46612 members 
Mstep: Class 59 contains 9860 members 
Mstep: Class 60 contains 15957 members 
Mstep: Class 61 contains 13105 members 
Mstep: Class 62 contains 7782 members 
Mstep: Class 63 contains 7971 members 
Mstep: Class 64 contains 14431 members 
Mstep: Class 65 contains 3883 members 
Mstep: Class 66 contains 8799 members 
Mstep: Class 67 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212189024.000000 Penalty: 240737.000000
Iteration 115Q: 68 clusters Score -2.12189e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146344 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 35002 members 
Mstep: Class 4 contains 11662 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 65386 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 69465 members 
Mstep: Class 9 contains 250538 members 
Mstep: Class 10 contains 18418 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 177359 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 127118 members 
Mstep: Class 15 contains 38087 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15805 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 61785 members 
Mstep: Class 20 contains 7821 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13138 members 
Mstep: Class 23 contains 31949 members 
Mstep: Class 24 contains 37588 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 47269 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 16498 members 
Mstep: Class 29 contains 15204 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 7711 members 
Mstep: Class 32 contains 5840 members 
Mstep: Class 33 contains 86176 members 
Mstep: Class 34 contains 15460 members 
Mstep: Class 35 contains 11845 members 
Mstep: Class 36 contains 28657 members 
Mstep: Class 37 contains 30211 members 
Mstep: Class 38 contains 19257 members 
Mstep: Class 39 contains 3434 members 
Mstep: Class 40 contains 12911 members 
Mstep: Class 41 contains 6631 members 
Mstep: Class 42 contains 15244 members 
Mstep: Class 43 contains 57510 members 
Mstep: Class 44 contains 38274 members 
Mstep: Class 45 contains 6025 members 
Mstep: Class 46 contains 84591 members 
Mstep: Class 47 contains 10705 members 
Mstep: Class 48 contains 4574 members 
Mstep: Class 49 contains 10671 members 
Mstep: Class 50 contains 20454 members 
Mstep: Class 51 contains 21644 members 
Mstep: Class 52 contains 9785 members 
Mstep: Class 53 contains 8353 members 
Mstep: Class 54 contains 8052 members 
Mstep: Class 55 contains 33546 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7874 members 
Mstep: Class 58 contains 46645 members 
Mstep: Class 59 contains 9914 members 
Mstep: Class 60 contains 15877 members 
Mstep: Class 61 contains 13104 members 
Mstep: Class 62 contains 7755 members 
Mstep: Class 63 contains 7980 members 
Mstep: Class 64 contains 14429 members 
Mstep: Class 65 contains 3882 members 
Mstep: Class 66 contains 8751 members 
Mstep: Class 67 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212188944.000000 Penalty: 240737.000000
Iteration 116Q: 68 clusters Score -2.121889e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146352 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 34989 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 65376 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 69606 members 
Mstep: Class 9 contains 250427 members 
Mstep: Class 10 contains 18388 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177333 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 14 contains 127138 members 
Mstep: Class 15 contains 38076 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15797 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 61892 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13142 members 
Mstep: Class 23 contains 31947 members 
Mstep: Class 24 contains 37567 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 47314 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 16494 members 
Mstep: Class 29 contains 15203 members 
Mstep: Class 30 contains 3279 members 
Mstep: Class 31 contains 7706 members 
Mstep: Class 32 contains 5841 members 
Mstep: Class 33 contains 86054 members 
Mstep: Class 34 contains 15460 members 
Mstep: Class 35 contains 11839 members 
Mstep: Class 36 contains 28716 members 
Mstep: Class 37 contains 30181 members 
Mstep: Class 38 contains 19256 members 
Mstep: Class 39 contains 3432 members 
Mstep: Class 40 contains 12845 members 
Mstep: Class 41 contains 6634 members 
Mstep: Class 42 contains 15263 members 
Mstep: Class 43 contains 57428 members 
Mstep: Class 44 contains 38279 members 
Mstep: Class 45 contains 6016 members 
Mstep: Class 46 contains 84598 members 
Mstep: Class 47 contains 10700 members 
Mstep: Class 48 contains 4579 members 
Mstep: Class 49 contains 10738 members 
Mstep: Class 50 contains 20458 members 
Mstep: Class 51 contains 21665 members 
Mstep: Class 52 contains 9793 members 
Mstep: Class 53 contains 8357 members 
Mstep: Class 54 contains 8094 members 
Mstep: Class 55 contains 33574 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 7875 members 
Mstep: Class 58 contains 46660 members 
Mstep: Class 59 contains 9985 members 
Mstep: Class 60 contains 15797 members 
Mstep: Class 61 contains 13100 members 
Mstep: Class 62 contains 7727 members 
Mstep: Class 63 contains 7992 members 
Mstep: Class 64 contains 14429 members 
Mstep: Class 65 contains 3881 members 
Mstep: Class 66 contains 8704 members 
Mstep: Class 67 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212189312.000000 Penalty: 240737.000000
Iteration 117Q: 68 clusters Score -2.121893e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 11214 members 
Mstep: Class 3 contains 34973 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 14453 members 
Mstep: Class 6 contains 65358 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 69742 members 
Mstep: Class 9 contains 250321 members 
Mstep: Class 10 contains 18357 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 177316 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 14 contains 127165 members 
Mstep: Class 15 contains 38060 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15794 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 61993 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13145 members 
Mstep: Class 23 contains 31945 members 
Mstep: Class 24 contains 37539 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 47358 members 
Mstep: Class 27 contains 4697 members 
Mstep: Class 28 contains 16491 members 
Mstep: Class 29 contains 15193 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 7698 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 85924 members 
Mstep: Class 34 contains 15459 members 
Mstep: Class 35 contains 11831 members 
Mstep: Class 36 contains 28797 members 
Mstep: Class 37 contains 30145 members 
Mstep: Class 38 contains 19257 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12798 members 
Mstep: Class 41 contains 6635 members 
Mstep: Class 42 contains 15283 members 
Mstep: Class 43 contains 57364 members 
Mstep: Class 44 contains 38285 members 
Mstep: Class 45 contains 6008 members 
Mstep: Class 46 contains 84595 members 
Mstep: Class 47 contains 10694 members 
Mstep: Class 48 contains 4578 members 
Mstep: Class 49 contains 10779 members 
Mstep: Class 50 contains 20463 members 
Mstep: Class 51 contains 21689 members 
Mstep: Class 52 contains 9803 members 
Mstep: Class 53 contains 8361 members 
Mstep: Class 54 contains 8143 members 
Mstep: Class 55 contains 33594 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46677 members 
Mstep: Class 59 contains 10053 members 
Mstep: Class 60 contains 15724 members 
Mstep: Class 61 contains 13099 members 
Mstep: Class 62 contains 7719 members 
Mstep: Class 63 contains 8002 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3878 members 
Mstep: Class 66 contains 8632 members 
Mstep: Class 67 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212189776.000000 Penalty: 240737.000000
Iteration 118Q: 68 clusters Score -2.121898e+08 nChanged 1813
Entering ConstructFrom: 
Score: -212189776.000000 Penalty: 240737.000000
Entering ConstructFrom: 
Trying to split cluster 1 (146378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146378 members 
Entering Unmasked Estep 
Score: -16856324.000000 Penalty: 2949.698975
	Iteration 0F: 2 clusters Score -1.685632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -16758308.000000 Penalty: 5899.397949
	Iteration 0F: 3 clusters Score -1.675831e+07 nChanged 70036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -16798974.000000 Penalty: 5899.397949
	Iteration 1F: 3 clusters Score -1.679897e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -16800042.000000 Penalty: 5899.397949
	Iteration 2Q: 3 clusters Score -1.680004e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -16801328.000000 Penalty: 5899.397949
	Iteration 3Q: 3 clusters Score -1.680133e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -16803160.000000 Penalty: 5899.397949
	Iteration 4Q: 3 clusters Score -1.680316e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -16805980.000000 Penalty: 5899.397949
	Iteration 5Q: 3 clusters Score -1.680598e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -16809916.000000 Penalty: 5899.397949
	Iteration 6F: 3 clusters Score -1.680992e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -16815686.000000 Penalty: 5899.397949
	Iteration 7F: 3 clusters Score -1.681569e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 109460 members 
Entering Unmasked Estep 
Score: -16823226.000000 Penalty: 5899.397949
	Iteration 8F: 3 clusters Score -1.682323e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 119898 members 
Entering Unmasked Estep 
Score: -16831804.000000 Penalty: 5899.397949
	Iteration 9F: 3 clusters Score -1.68318e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -16839804.000000 Penalty: 5899.397949
	Iteration 10F: 3 clusters Score -1.68398e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -16846038.000000 Penalty: 5899.397949
	Iteration 11Q: 3 clusters Score -1.684604e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 141325 members 
Entering Unmasked Estep 
Score: -16850040.000000 Penalty: 5899.397949
	Iteration 12Q: 3 clusters Score -1.685004e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 143799 members 
Entering Unmasked Estep 
Score: -16852066.000000 Penalty: 5899.397949
	Iteration 13Q: 3 clusters Score -1.685207e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 144949 members 
Entering Unmasked Estep 
Score: -16853012.000000 Penalty: 5899.397949
	Iteration 14Q: 3 clusters Score -1.685301e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -16853386.000000 Penalty: 5899.397949
	Iteration 15Q: 3 clusters Score -1.685339e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 145639 members 
Entering Unmasked Estep 
Score: -16853610.000000 Penalty: 5899.397949
	Iteration 16Q: 3 clusters Score -1.685361e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 145732 members 
Entering Unmasked Estep 
Score: -16853726.000000 Penalty: 5899.397949
	Iteration 17Q: 3 clusters Score -1.685373e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -16853802.000000 Penalty: 5899.397949
	Iteration 18Q: 3 clusters Score -1.68538e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -16853864.000000 Penalty: 5899.397949
	Iteration 19Q: 3 clusters Score -1.685386e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -16853908.000000 Penalty: 5899.397949
	Iteration 20F: 3 clusters Score -1.685391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 145875 members 
Entering Unmasked Estep 
Score: -16853928.000000 Penalty: 5899.397949
	Iteration 21Q: 3 clusters Score -1.685393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 145883 members 
Entering Unmasked Estep 
Score: -16853942.000000 Penalty: 5899.397949
	Iteration 22Q: 3 clusters Score -1.685394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 145890 members 
Entering Unmasked Estep 
Score: -16853962.000000 Penalty: 5899.397949
	Iteration 23Q: 3 clusters Score -1.685396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -16853974.000000 Penalty: 5899.397949
	Iteration 24Q: 3 clusters Score -1.685397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 145895 members 
Entering Unmasked Estep 
Score: -16853986.000000 Penalty: 5899.397949
	Iteration 25Q: 3 clusters Score -1.685399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 145894 members 
Entering Unmasked Estep 
Score: -16854016.000000 Penalty: 5899.397949
	Iteration 26Q: 3 clusters Score -1.685402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -16854022.000000 Penalty: 5899.397949
	Iteration 27Q: 3 clusters Score -1.685402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -16854030.000000 Penalty: 5899.397949
	Iteration 28Q: 3 clusters Score -1.685403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 145890 members 
Entering Unmasked Estep 
Score: -16854060.000000 Penalty: 5899.397949
	Iteration 29Q: 3 clusters Score -1.685406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -16854072.000000 Penalty: 5899.397949
	Iteration 30Q: 3 clusters Score -1.685407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 145895 members 
Entering Unmasked Estep 
Score: -16854080.000000 Penalty: 5899.397949
	Iteration 31Q: 3 clusters Score -1.685408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -16854086.000000 Penalty: 5899.397949
	Iteration 32Q: 3 clusters Score -1.685409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -16854112.000000 Penalty: 5899.397949
	Iteration 33Q: 3 clusters Score -1.685411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -16854102.000000 Penalty: 5899.397949
	Iteration 34Q: 3 clusters Score -1.68541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -16854108.000000 Penalty: 5899.397949
	Iteration 35Q: 3 clusters Score -1.685411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -16854110.000000 Penalty: 5899.397949
	Iteration 36Q: 3 clusters Score -1.685411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -16854110.000000 Penalty: 5899.397949
	Iteration 37Q: 3 clusters Score -1.685411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -16854116.000000 Penalty: 5899.397949
	Iteration 38Q: 3 clusters Score -1.685412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -16854108.000000 Penalty: 5899.397949
	Iteration 39Q: 3 clusters Score -1.685411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -16854106.000000 Penalty: 5899.397949
	Iteration 40F: 3 clusters Score -1.685411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -16854108.000000 Penalty: 5899.397949
	Iteration 41Q: 3 clusters Score -1.685411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -16854108.000000 Penalty: 5899.397949
	Iteration 42F: 3 clusters Score -1.685411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Entering Unmasked Estep 
Score: -1231057.000000 Penalty: 2312.778809
	Iteration 0F: 2 clusters Score -1231057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1222523.125000 Penalty: 4625.557617
	Iteration 0F: 3 clusters Score -1222523 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1225180.000000 Penalty: 4625.557617
	Iteration 1F: 3 clusters Score -1225180 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1225530.250000 Penalty: 4625.557617
	Iteration 2F: 3 clusters Score -1225530 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1225854.375000 Penalty: 4625.557617
	Iteration 3F: 3 clusters Score -1225854 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1226150.625000 Penalty: 4625.557617
	Iteration 4F: 3 clusters Score -1226151 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1226438.625000 Penalty: 4625.557617
	Iteration 5Q: 3 clusters Score -1226439 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1226759.125000 Penalty: 4625.557617
	Iteration 6Q: 3 clusters Score -1226759 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1227086.875000 Penalty: 4625.557617
	Iteration 7Q: 3 clusters Score -1227087 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1227365.000000 Penalty: 4625.557617
	Iteration 8Q: 3 clusters Score -1227365 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1227616.250000 Penalty: 4625.557617
	Iteration 9Q: 3 clusters Score -1227616 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1227845.000000 Penalty: 4625.557617
	Iteration 10Q: 3 clusters Score -1227845 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1228100.000000 Penalty: 4625.557617
	Iteration 11Q: 3 clusters Score -1228100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1228368.250000 Penalty: 4625.557617
	Iteration 12Q: 3 clusters Score -1228368 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1228616.250000 Penalty: 4625.557617
	Iteration 13Q: 3 clusters Score -1228616 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1228874.875000 Penalty: 4625.557617
	Iteration 14Q: 3 clusters Score -1228875 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1229073.000000 Penalty: 4625.557617
	Iteration 15Q: 3 clusters Score -1229073 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1229222.750000 Penalty: 4625.557617
	Iteration 16Q: 3 clusters Score -1229223 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1229335.500000 Penalty: 4625.557617
	Iteration 17Q: 3 clusters Score -1229336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1229431.875000 Penalty: 4625.557617
	Iteration 18Q: 3 clusters Score -1229432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1229473.750000 Penalty: 4625.557617
	Iteration 19Q: 3 clusters Score -1229474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1229518.500000 Penalty: 4625.557617
	Iteration 20F: 3 clusters Score -1229518 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1229557.000000 Penalty: 4625.557617
	Iteration 21Q: 3 clusters Score -1229557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1229588.000000 Penalty: 4625.557617
	Iteration 22Q: 3 clusters Score -1229588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1229614.625000 Penalty: 4625.557617
	Iteration 23Q: 3 clusters Score -1229615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1229634.000000 Penalty: 4625.557617
	Iteration 24Q: 3 clusters Score -1229634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1229648.125000 Penalty: 4625.557617
	Iteration 25Q: 3 clusters Score -1229648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1229661.750000 Penalty: 4625.557617
	Iteration 26Q: 3 clusters Score -1229662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1229671.250000 Penalty: 4625.557617
	Iteration 27Q: 3 clusters Score -1229671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1229676.250000 Penalty: 4625.557617
	Iteration 28Q: 3 clusters Score -1229676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1229683.500000 Penalty: 4625.557617
	Iteration 29Q: 3 clusters Score -1229684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1229692.750000 Penalty: 4625.557617
	Iteration 30Q: 3 clusters Score -1229693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1229701.000000 Penalty: 4625.557617
	Iteration 31Q: 3 clusters Score -1229701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1229709.500000 Penalty: 4625.557617
	Iteration 32Q: 3 clusters Score -1229710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1229723.125000 Penalty: 4625.557617
	Iteration 33Q: 3 clusters Score -1229723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1229729.500000 Penalty: 4625.557617
	Iteration 34Q: 3 clusters Score -1229730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1229735.625000 Penalty: 4625.557617
	Iteration 35Q: 3 clusters Score -1229736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1229745.875000 Penalty: 4625.557617
	Iteration 36Q: 3 clusters Score -1229746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1229752.875000 Penalty: 4625.557617
	Iteration 37Q: 3 clusters Score -1229753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1229761.250000 Penalty: 4625.557617
	Iteration 38Q: 3 clusters Score -1229761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1229767.375000 Penalty: 4625.557617
	Iteration 39Q: 3 clusters Score -1229767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1229779.625000 Penalty: 4625.557617
	Iteration 40F: 3 clusters Score -1229780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1229785.250000 Penalty: 4625.557617
	Iteration 41Q: 3 clusters Score -1229785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1229792.500000 Penalty: 4625.557617
	Iteration 42Q: 3 clusters Score -1229792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1229803.250000 Penalty: 4625.557617
	Iteration 43Q: 3 clusters Score -1229803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1229811.750000 Penalty: 4625.557617
	Iteration 44Q: 3 clusters Score -1229812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1229821.250000 Penalty: 4625.557617
	Iteration 45Q: 3 clusters Score -1229821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1229832.750000 Penalty: 4625.557617
	Iteration 46Q: 3 clusters Score -1229833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1229841.875000 Penalty: 4625.557617
	Iteration 47Q: 3 clusters Score -1229842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1229850.500000 Penalty: 4625.557617
	Iteration 48Q: 3 clusters Score -1229850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1229856.875000 Penalty: 4625.557617
	Iteration 49Q: 3 clusters Score -1229857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1229867.375000 Penalty: 4625.557617
	Iteration 50Q: 3 clusters Score -1229867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1229875.625000 Penalty: 4625.557617
	Iteration 51Q: 3 clusters Score -1229876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1229887.500000 Penalty: 4625.557617
	Iteration 52Q: 3 clusters Score -1229888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1229892.000000 Penalty: 4625.557617
	Iteration 53Q: 3 clusters Score -1229892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1229899.250000 Penalty: 4625.557617
	Iteration 54Q: 3 clusters Score -1229899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1229909.875000 Penalty: 4625.557617
	Iteration 55Q: 3 clusters Score -1229910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1229915.875000 Penalty: 4625.557617
	Iteration 56Q: 3 clusters Score -1229916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1229926.125000 Penalty: 4625.557617
	Iteration 57Q: 3 clusters Score -1229926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1229934.500000 Penalty: 4625.557617
	Iteration 58Q: 3 clusters Score -1229934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1229941.875000 Penalty: 4625.557617
	Iteration 59Q: 3 clusters Score -1229942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1229941.000000 Penalty: 4625.557617
	Iteration 60F: 3 clusters Score -1229941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1229945.875000 Penalty: 4625.557617
	Iteration 61Q: 3 clusters Score -1229946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1229948.125000 Penalty: 4625.557617
	Iteration 62Q: 3 clusters Score -1229948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1229952.500000 Penalty: 4625.557617
	Iteration 63Q: 3 clusters Score -1229952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1229955.625000 Penalty: 4625.557617
	Iteration 64Q: 3 clusters Score -1229956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1229959.750000 Penalty: 4625.557617
	Iteration 65Q: 3 clusters Score -1229960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1229961.500000 Penalty: 4625.557617
	Iteration 66Q: 3 clusters Score -1229962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1229962.375000 Penalty: 4625.557617
	Iteration 67Q: 3 clusters Score -1229962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1229965.500000 Penalty: 4625.557617
	Iteration 68Q: 3 clusters Score -1229966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1229966.875000 Penalty: 4625.557617
	Iteration 69Q: 3 clusters Score -1229967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1229967.875000 Penalty: 4625.557617
	Iteration 70Q: 3 clusters Score -1229968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1229967.875000 Penalty: 4625.557617
	Iteration 71Q: 3 clusters Score -1229968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1229969.625000 Penalty: 4625.557617
	Iteration 72Q: 3 clusters Score -1229970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1229972.750000 Penalty: 4625.557617
	Iteration 73Q: 3 clusters Score -1229973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1229972.125000 Penalty: 4625.557617
	Iteration 74Q: 3 clusters Score -1229972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1229975.125000 Penalty: 4625.557617
	Iteration 75Q: 3 clusters Score -1229975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1229975.125000 Penalty: 4625.557617
	Iteration 76Q: 3 clusters Score -1229975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1229978.125000 Penalty: 4625.557617
	Iteration 77Q: 3 clusters Score -1229978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1229976.125000 Penalty: 4625.557617
	Iteration 78Q: 3 clusters Score -1229976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1229979.250000 Penalty: 4625.557617
	Iteration 79Q: 3 clusters Score -1229979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1229978.875000 Penalty: 4625.557617
	Iteration 80F: 3 clusters Score -1229979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1229980.250000 Penalty: 4625.557617
	Iteration 81Q: 3 clusters Score -1229980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1229984.375000 Penalty: 4625.557617
	Iteration 82Q: 3 clusters Score -1229984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1229984.000000 Penalty: 4625.557617
	Iteration 83Q: 3 clusters Score -1229984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1229985.125000 Penalty: 4625.557617
	Iteration 84Q: 3 clusters Score -1229985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1229984.875000 Penalty: 4625.557617
	Iteration 85Q: 3 clusters Score -1229985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1229985.750000 Penalty: 4625.557617
	Iteration 86Q: 3 clusters Score -1229986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1229986.500000 Penalty: 4625.557617
	Iteration 87Q: 3 clusters Score -1229986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1229988.000000 Penalty: 4625.557617
	Iteration 88Q: 3 clusters Score -1229988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1229990.375000 Penalty: 4625.557617
	Iteration 89Q: 3 clusters Score -1229990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1229991.625000 Penalty: 4625.557617
	Iteration 90Q: 3 clusters Score -1229992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1229991.250000 Penalty: 4625.557617
	Iteration 91Q: 3 clusters Score -1229991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1229992.750000 Penalty: 4625.557617
	Iteration 92Q: 3 clusters Score -1229993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1229991.750000 Penalty: 4625.557617
	Iteration 93Q: 3 clusters Score -1229992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1229993.625000 Penalty: 4625.557617
	Iteration 94Q: 3 clusters Score -1229994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1229995.500000 Penalty: 4625.557617
	Iteration 95Q: 3 clusters Score -1229996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1229993.750000 Penalty: 4625.557617
	Iteration 96Q: 3 clusters Score -1229994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1229996.875000 Penalty: 4625.557617
	Iteration 97Q: 3 clusters Score -1229997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1229996.875000 Penalty: 4625.557617
	Iteration 98Q: 3 clusters Score -1229997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1230000.875000 Penalty: 4625.557617
	Iteration 99Q: 3 clusters Score -1230001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1229997.250000 Penalty: 4625.557617
	Iteration 100F: 3 clusters Score -1229997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1229997.375000 Penalty: 4625.557617
	Iteration 101Q: 3 clusters Score -1229997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1229999.000000 Penalty: 4625.557617
	Iteration 102Q: 3 clusters Score -1229999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1229999.000000 Penalty: 4625.557617
	Iteration 103F: 3 clusters Score -1229999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Entering Unmasked Estep 
Score: -4009277.000000 Penalty: 2594.573242
	Iteration 0F: 2 clusters Score -4009277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3985480.000000 Penalty: 5189.146484
	Iteration 0F: 3 clusters Score -3985480 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3994250.750000 Penalty: 5189.146484
	Iteration 1F: 3 clusters Score -3994251 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3994982.250000 Penalty: 5189.146484
	Iteration 2F: 3 clusters Score -3994982 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3995803.250000 Penalty: 5189.146484
	Iteration 3F: 3 clusters Score -3995803 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3996852.000000 Penalty: 5189.146484
	Iteration 4F: 3 clusters Score -3996852 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3998200.750000 Penalty: 5189.146484
	Iteration 5F: 3 clusters Score -3998201 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3999812.250000 Penalty: 5189.146484
	Iteration 6F: 3 clusters Score -3999812 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4001259.500000 Penalty: 5189.146484
	Iteration 7F: 3 clusters Score -4001260 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4002379.000000 Penalty: 5189.146484
	Iteration 8F: 3 clusters Score -4002379 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4003043.000000 Penalty: 5189.146484
	Iteration 9Q: 3 clusters Score -4003043 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4003464.250000 Penalty: 5189.146484
	Iteration 10Q: 3 clusters Score -4003464 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4003732.250000 Penalty: 5189.146484
	Iteration 11Q: 3 clusters Score -4003732 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4003948.000000 Penalty: 5189.146484
	Iteration 12Q: 3 clusters Score -4003948 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4004092.500000 Penalty: 5189.146484
	Iteration 13Q: 3 clusters Score -4004092 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4004250.750000 Penalty: 5189.146484
	Iteration 14Q: 3 clusters Score -4004251 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4004425.750000 Penalty: 5189.146484
	Iteration 15Q: 3 clusters Score -4004426 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4004613.750000 Penalty: 5189.146484
	Iteration 16Q: 3 clusters Score -4004614 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4004823.500000 Penalty: 5189.146484
	Iteration 17Q: 3 clusters Score -4004824 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4005043.000000 Penalty: 5189.146484
	Iteration 18Q: 3 clusters Score -4005043 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4005350.750000 Penalty: 5189.146484
	Iteration 19Q: 3 clusters Score -4005351 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4005723.250000 Penalty: 5189.146484
	Iteration 20F: 3 clusters Score -4005723 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4006153.500000 Penalty: 5189.146484
	Iteration 21Q: 3 clusters Score -4006154 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4006592.000000 Penalty: 5189.146484
	Iteration 22Q: 3 clusters Score -4006592 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4006999.000000 Penalty: 5189.146484
	Iteration 23Q: 3 clusters Score -4006999 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4007281.250000 Penalty: 5189.146484
	Iteration 24Q: 3 clusters Score -4007281 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4007495.750000 Penalty: 5189.146484
	Iteration 25Q: 3 clusters Score -4007496 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4007664.500000 Penalty: 5189.146484
	Iteration 26Q: 3 clusters Score -4007664 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4007777.750000 Penalty: 5189.146484
	Iteration 27Q: 3 clusters Score -4007778 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4007817.500000 Penalty: 5189.146484
	Iteration 28Q: 3 clusters Score -4007818 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4007860.500000 Penalty: 5189.146484
	Iteration 29Q: 3 clusters Score -4007860 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4007896.000000 Penalty: 5189.146484
	Iteration 30Q: 3 clusters Score -4007896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4007910.500000 Penalty: 5189.146484
	Iteration 31Q: 3 clusters Score -4007910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4007916.250000 Penalty: 5189.146484
	Iteration 32Q: 3 clusters Score -4007916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4007914.250000 Penalty: 5189.146484
	Iteration 33Q: 3 clusters Score -4007914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4007922.250000 Penalty: 5189.146484
	Iteration 34Q: 3 clusters Score -4007922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -4007927.500000 Penalty: 5189.146484
	Iteration 35Q: 3 clusters Score -4007928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4007944.250000 Penalty: 5189.146484
	Iteration 36Q: 3 clusters Score -4007944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4007945.250000 Penalty: 5189.146484
	Iteration 37Q: 3 clusters Score -4007945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4007941.750000 Penalty: 5189.146484
	Iteration 38Q: 3 clusters Score -4007942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4007943.500000 Penalty: 5189.146484
	Iteration 39Q: 3 clusters Score -4007944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4007947.750000 Penalty: 5189.146484
	Iteration 40F: 3 clusters Score -4007948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4007947.750000 Penalty: 5189.146484
	Iteration 41Q: 3 clusters Score -4007948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4007945.750000 Penalty: 5189.146484
	Iteration 42Q: 3 clusters Score -4007946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4007944.000000 Penalty: 5189.146484
	Iteration 43Q: 3 clusters Score -4007944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4007951.000000 Penalty: 5189.146484
	Iteration 44Q: 3 clusters Score -4007951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4007959.750000 Penalty: 5189.146484
	Iteration 45Q: 3 clusters Score -4007960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4007954.500000 Penalty: 5189.146484
	Iteration 46Q: 3 clusters Score -4007954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4007950.250000 Penalty: 5189.146484
	Iteration 47Q: 3 clusters Score -4007950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4007952.250000 Penalty: 5189.146484
	Iteration 48Q: 3 clusters Score -4007952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4007955.500000 Penalty: 5189.146484
	Iteration 49Q: 3 clusters Score -4007956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4007957.500000 Penalty: 5189.146484
	Iteration 50Q: 3 clusters Score -4007958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4007962.000000 Penalty: 5189.146484
	Iteration 51Q: 3 clusters Score -4007962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4007956.750000 Penalty: 5189.146484
	Iteration 52Q: 3 clusters Score -4007957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4007960.750000 Penalty: 5189.146484
	Iteration 53Q: 3 clusters Score -4007961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4007959.500000 Penalty: 5189.146484
	Iteration 54Q: 3 clusters Score -4007960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4007959.000000 Penalty: 5189.146484
	Iteration 55Q: 3 clusters Score -4007959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4007954.250000 Penalty: 5189.146484
	Iteration 56Q: 3 clusters Score -4007954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4007956.000000 Penalty: 5189.146484
	Iteration 57Q: 3 clusters Score -4007956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4007957.000000 Penalty: 5189.146484
	Iteration 58Q: 3 clusters Score -4007957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4007953.750000 Penalty: 5189.146484
	Iteration 59Q: 3 clusters Score -4007954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4007961.500000 Penalty: 5189.146484
	Iteration 60F: 3 clusters Score -4007962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4007962.250000 Penalty: 5189.146484
	Iteration 61Q: 3 clusters Score -4007962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4007961.750000 Penalty: 5189.146484
	Iteration 62Q: 3 clusters Score -4007962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4007962.250000 Penalty: 5189.146484
	Iteration 63Q: 3 clusters Score -4007962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4007962.250000 Penalty: 5189.146484
	Iteration 64F: 3 clusters Score -4007962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1244675.250000 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -1244675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1236048.750000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -1236049 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1238931.125000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -1238931 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1239545.500000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -1239546 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1240167.125000 Penalty: 4645.396484
	Iteration 3F: 3 clusters Score -1240167 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1240825.875000 Penalty: 4645.396484
	Iteration 4F: 3 clusters Score -1240826 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1241451.000000 Penalty: 4645.396484
	Iteration 5F: 3 clusters Score -1241451 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1241979.125000 Penalty: 4645.396484
	Iteration 6F: 3 clusters Score -1241979 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1242354.875000 Penalty: 4645.396484
	Iteration 7Q: 3 clusters Score -1242355 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1242629.250000 Penalty: 4645.396484
	Iteration 8Q: 3 clusters Score -1242629 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1242810.250000 Penalty: 4645.396484
	Iteration 9Q: 3 clusters Score -1242810 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1242949.000000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -1242949 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1243062.875000 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -1243063 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1243159.250000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -1243159 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1243227.500000 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -1243228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1243273.375000 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -1243273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1243320.125000 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -1243320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1243359.625000 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -1243360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1243393.000000 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -1243393 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1243424.000000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -1243424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1243452.500000 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -1243452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1243473.375000 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -1243473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1243490.625000 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -1243491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1243502.125000 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -1243502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1243512.125000 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -1243512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1243523.000000 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -1243523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1243530.250000 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -1243530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1243544.625000 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -1243545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1243547.375000 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -1243547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1243552.625000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -1243553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1243560.000000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -1243560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1243562.250000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -1243562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1243567.625000 Penalty: 4645.396484
	Iteration 31Q: 3 clusters Score -1243568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1243571.500000 Penalty: 4645.396484
	Iteration 32Q: 3 clusters Score -1243572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1243584.500000 Penalty: 4645.396484
	Iteration 33Q: 3 clusters Score -1243584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1243588.125000 Penalty: 4645.396484
	Iteration 34Q: 3 clusters Score -1243588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1243595.875000 Penalty: 4645.396484
	Iteration 35Q: 3 clusters Score -1243596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1243600.875000 Penalty: 4645.396484
	Iteration 36Q: 3 clusters Score -1243601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1243607.000000 Penalty: 4645.396484
	Iteration 37Q: 3 clusters Score -1243607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1243608.875000 Penalty: 4645.396484
	Iteration 38Q: 3 clusters Score -1243609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1243615.375000 Penalty: 4645.396484
	Iteration 39Q: 3 clusters Score -1243615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1243619.375000 Penalty: 4645.396484
	Iteration 40F: 3 clusters Score -1243619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1243622.500000 Penalty: 4645.396484
	Iteration 41Q: 3 clusters Score -1243622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1243622.125000 Penalty: 4645.396484
	Iteration 42Q: 3 clusters Score -1243622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1243626.125000 Penalty: 4645.396484
	Iteration 43Q: 3 clusters Score -1243626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1243626.875000 Penalty: 4645.396484
	Iteration 44Q: 3 clusters Score -1243627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1243633.625000 Penalty: 4645.396484
	Iteration 45Q: 3 clusters Score -1243634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1243634.125000 Penalty: 4645.396484
	Iteration 46Q: 3 clusters Score -1243634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1243639.125000 Penalty: 4645.396484
	Iteration 47Q: 3 clusters Score -1243639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1243641.875000 Penalty: 4645.396484
	Iteration 48Q: 3 clusters Score -1243642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1243644.625000 Penalty: 4645.396484
	Iteration 49Q: 3 clusters Score -1243645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1243644.625000 Penalty: 4645.396484
	Iteration 50Q: 3 clusters Score -1243645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1243645.125000 Penalty: 4645.396484
	Iteration 51Q: 3 clusters Score -1243645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1243647.250000 Penalty: 4645.396484
	Iteration 52Q: 3 clusters Score -1243647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1243650.875000 Penalty: 4645.396484
	Iteration 53Q: 3 clusters Score -1243651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1243653.125000 Penalty: 4645.396484
	Iteration 54Q: 3 clusters Score -1243653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1243656.875000 Penalty: 4645.396484
	Iteration 55Q: 3 clusters Score -1243657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1243659.000000 Penalty: 4645.396484
	Iteration 56Q: 3 clusters Score -1243659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1243657.375000 Penalty: 4645.396484
	Iteration 57Q: 3 clusters Score -1243657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1243656.750000 Penalty: 4645.396484
	Iteration 58Q: 3 clusters Score -1243657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1243658.250000 Penalty: 4645.396484
	Iteration 59Q: 3 clusters Score -1243658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1243660.625000 Penalty: 4645.396484
	Iteration 60F: 3 clusters Score -1243661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1243660.500000 Penalty: 4645.396484
	Iteration 61Q: 3 clusters Score -1243660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1243660.250000 Penalty: 4645.396484
	Iteration 62Q: 3 clusters Score -1243660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1243659.750000 Penalty: 4645.396484
	Iteration 63Q: 3 clusters Score -1243660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1243662.250000 Penalty: 4645.396484
	Iteration 64Q: 3 clusters Score -1243662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1243663.875000 Penalty: 4645.396484
	Iteration 65Q: 3 clusters Score -1243664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1243665.375000 Penalty: 4645.396484
	Iteration 66Q: 3 clusters Score -1243665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1243664.625000 Penalty: 4645.396484
	Iteration 67Q: 3 clusters Score -1243665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1243662.375000 Penalty: 4645.396484
	Iteration 68Q: 3 clusters Score -1243662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1243662.375000 Penalty: 4645.396484
	Iteration 69F: 3 clusters Score -1243662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1682507.125000 Penalty: 2375.695801
	Iteration 0F: 2 clusters Score -1682507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1672022.250000 Penalty: 4751.391602
	Iteration 0F: 3 clusters Score -1672022 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1675196.125000 Penalty: 4751.391602
	Iteration 1F: 3 clusters Score -1675196 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1675588.625000 Penalty: 4751.391602
	Iteration 2F: 3 clusters Score -1675589 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1675948.250000 Penalty: 4751.391602
	Iteration 3F: 3 clusters Score -1675948 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1676278.250000 Penalty: 4751.391602
	Iteration 4Q: 3 clusters Score -1676278 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1676605.375000 Penalty: 4751.391602
	Iteration 5Q: 3 clusters Score -1676605 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1676970.750000 Penalty: 4751.391602
	Iteration 6Q: 3 clusters Score -1676971 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1677319.750000 Penalty: 4751.391602
	Iteration 7Q: 3 clusters Score -1677320 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1677645.250000 Penalty: 4751.391602
	Iteration 8Q: 3 clusters Score -1677645 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1677964.250000 Penalty: 4751.391602
	Iteration 9Q: 3 clusters Score -1677964 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1678269.500000 Penalty: 4751.391602
	Iteration 10Q: 3 clusters Score -1678270 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1678555.875000 Penalty: 4751.391602
	Iteration 11Q: 3 clusters Score -1678556 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1678827.375000 Penalty: 4751.391602
	Iteration 12Q: 3 clusters Score -1678827 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1679114.500000 Penalty: 4751.391602
	Iteration 13Q: 3 clusters Score -1679114 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1679420.250000 Penalty: 4751.391602
	Iteration 14Q: 3 clusters Score -1679420 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1679672.875000 Penalty: 4751.391602
	Iteration 15Q: 3 clusters Score -1679673 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1679880.125000 Penalty: 4751.391602
	Iteration 16Q: 3 clusters Score -1679880 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1680069.000000 Penalty: 4751.391602
	Iteration 17Q: 3 clusters Score -1680069 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1680214.500000 Penalty: 4751.391602
	Iteration 18Q: 3 clusters Score -1680214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1680314.875000 Penalty: 4751.391602
	Iteration 19Q: 3 clusters Score -1680315 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1680383.250000 Penalty: 4751.391602
	Iteration 20F: 3 clusters Score -1680383 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1680420.750000 Penalty: 4751.391602
	Iteration 21Q: 3 clusters Score -1680421 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1680452.125000 Penalty: 4751.391602
	Iteration 22Q: 3 clusters Score -1680452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1680490.125000 Penalty: 4751.391602
	Iteration 23Q: 3 clusters Score -1680490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1680545.625000 Penalty: 4751.391602
	Iteration 24Q: 3 clusters Score -1680546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1680585.500000 Penalty: 4751.391602
	Iteration 25Q: 3 clusters Score -1680586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1680620.250000 Penalty: 4751.391602
	Iteration 26Q: 3 clusters Score -1680620 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1680653.875000 Penalty: 4751.391602
	Iteration 27Q: 3 clusters Score -1680654 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1680683.125000 Penalty: 4751.391602
	Iteration 28Q: 3 clusters Score -1680683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1680715.000000 Penalty: 4751.391602
	Iteration 29Q: 3 clusters Score -1680715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1680728.875000 Penalty: 4751.391602
	Iteration 30Q: 3 clusters Score -1680729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1680749.375000 Penalty: 4751.391602
	Iteration 31Q: 3 clusters Score -1680749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1680770.500000 Penalty: 4751.391602
	Iteration 32Q: 3 clusters Score -1680770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1680784.375000 Penalty: 4751.391602
	Iteration 33Q: 3 clusters Score -1680784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1680795.375000 Penalty: 4751.391602
	Iteration 34Q: 3 clusters Score -1680795 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1680812.750000 Penalty: 4751.391602
	Iteration 35Q: 3 clusters Score -1680813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1680831.750000 Penalty: 4751.391602
	Iteration 36Q: 3 clusters Score -1680832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1680847.250000 Penalty: 4751.391602
	Iteration 37Q: 3 clusters Score -1680847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1680870.625000 Penalty: 4751.391602
	Iteration 38Q: 3 clusters Score -1680871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1680881.375000 Penalty: 4751.391602
	Iteration 39Q: 3 clusters Score -1680881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1680892.250000 Penalty: 4751.391602
	Iteration 40F: 3 clusters Score -1680892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1680899.875000 Penalty: 4751.391602
	Iteration 41Q: 3 clusters Score -1680900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1680909.500000 Penalty: 4751.391602
	Iteration 42Q: 3 clusters Score -1680910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1680919.250000 Penalty: 4751.391602
	Iteration 43Q: 3 clusters Score -1680919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1680920.000000 Penalty: 4751.391602
	Iteration 44Q: 3 clusters Score -1680920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1680927.000000 Penalty: 4751.391602
	Iteration 45Q: 3 clusters Score -1680927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1680936.250000 Penalty: 4751.391602
	Iteration 46Q: 3 clusters Score -1680936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1680947.125000 Penalty: 4751.391602
	Iteration 47Q: 3 clusters Score -1680947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1680951.750000 Penalty: 4751.391602
	Iteration 48Q: 3 clusters Score -1680952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1680958.875000 Penalty: 4751.391602
	Iteration 49Q: 3 clusters Score -1680959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1680961.625000 Penalty: 4751.391602
	Iteration 50Q: 3 clusters Score -1680962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1680962.875000 Penalty: 4751.391602
	Iteration 51Q: 3 clusters Score -1680963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1680969.625000 Penalty: 4751.391602
	Iteration 52Q: 3 clusters Score -1680970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1680981.250000 Penalty: 4751.391602
	Iteration 53Q: 3 clusters Score -1680981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1680984.375000 Penalty: 4751.391602
	Iteration 54Q: 3 clusters Score -1680984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1680989.375000 Penalty: 4751.391602
	Iteration 55Q: 3 clusters Score -1680989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1680999.125000 Penalty: 4751.391602
	Iteration 56Q: 3 clusters Score -1680999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1680999.000000 Penalty: 4751.391602
	Iteration 57Q: 3 clusters Score -1680999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1681004.250000 Penalty: 4751.391602
	Iteration 58Q: 3 clusters Score -1681004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1681009.000000 Penalty: 4751.391602
	Iteration 59Q: 3 clusters Score -1681009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1681019.875000 Penalty: 4751.391602
	Iteration 60F: 3 clusters Score -1681020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1681022.000000 Penalty: 4751.391602
	Iteration 61Q: 3 clusters Score -1681022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1681028.875000 Penalty: 4751.391602
	Iteration 62Q: 3 clusters Score -1681029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1681031.125000 Penalty: 4751.391602
	Iteration 63Q: 3 clusters Score -1681031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1681034.750000 Penalty: 4751.391602
	Iteration 64Q: 3 clusters Score -1681035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1681039.500000 Penalty: 4751.391602
	Iteration 65Q: 3 clusters Score -1681040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1681044.875000 Penalty: 4751.391602
	Iteration 66Q: 3 clusters Score -1681045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1681055.250000 Penalty: 4751.391602
	Iteration 67Q: 3 clusters Score -1681055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1681062.375000 Penalty: 4751.391602
	Iteration 68Q: 3 clusters Score -1681062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1681069.375000 Penalty: 4751.391602
	Iteration 69Q: 3 clusters Score -1681069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1681079.875000 Penalty: 4751.391602
	Iteration 70Q: 3 clusters Score -1681080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1681094.625000 Penalty: 4751.391602
	Iteration 71Q: 3 clusters Score -1681095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1681108.875000 Penalty: 4751.391602
	Iteration 72Q: 3 clusters Score -1681109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1681115.125000 Penalty: 4751.391602
	Iteration 73Q: 3 clusters Score -1681115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1681132.500000 Penalty: 4751.391602
	Iteration 74Q: 3 clusters Score -1681132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1681142.875000 Penalty: 4751.391602
	Iteration 75Q: 3 clusters Score -1681143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1681153.250000 Penalty: 4751.391602
	Iteration 76Q: 3 clusters Score -1681153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1681162.125000 Penalty: 4751.391602
	Iteration 77Q: 3 clusters Score -1681162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1681174.125000 Penalty: 4751.391602
	Iteration 78Q: 3 clusters Score -1681174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1681201.250000 Penalty: 4751.391602
	Iteration 79Q: 3 clusters Score -1681201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1681232.750000 Penalty: 4751.391602
	Iteration 80F: 3 clusters Score -1681233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1681266.875000 Penalty: 4751.391602
	Iteration 81Q: 3 clusters Score -1681267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1681296.375000 Penalty: 4751.391602
	Iteration 82Q: 3 clusters Score -1681296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1681362.875000 Penalty: 4751.391602
	Iteration 83Q: 3 clusters Score -1681363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1681455.125000 Penalty: 4751.391602
	Iteration 84Q: 3 clusters Score -1681455 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1681596.375000 Penalty: 4751.391602
	Iteration 85Q: 3 clusters Score -1681596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1681764.000000 Penalty: 4751.391602
	Iteration 86Q: 3 clusters Score -1681764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1681850.125000 Penalty: 4751.391602
	Iteration 87Q: 3 clusters Score -1681850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1681895.125000 Penalty: 4751.391602
	Iteration 88Q: 3 clusters Score -1681895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1681917.500000 Penalty: 4751.391602
	Iteration 89Q: 3 clusters Score -1681918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1681929.000000 Penalty: 4751.391602
	Iteration 90Q: 3 clusters Score -1681929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1681932.625000 Penalty: 4751.391602
	Iteration 91Q: 3 clusters Score -1681933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1681932.875000 Penalty: 4751.391602
	Iteration 92Q: 3 clusters Score -1681933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1681943.250000 Penalty: 4751.391602
	Iteration 93Q: 3 clusters Score -1681943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1681941.125000 Penalty: 4751.391602
	Iteration 94Q: 3 clusters Score -1681941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1681942.750000 Penalty: 4751.391602
	Iteration 95Q: 3 clusters Score -1681943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1681943.500000 Penalty: 4751.391602
	Iteration 96Q: 3 clusters Score -1681944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1681943.000000 Penalty: 4751.391602
	Iteration 97Q: 3 clusters Score -1681943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1681944.125000 Penalty: 4751.391602
	Iteration 98Q: 3 clusters Score -1681944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1681947.750000 Penalty: 4751.391602
	Iteration 99Q: 3 clusters Score -1681948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1681947.750000 Penalty: 4751.391602
	Iteration 100F: 3 clusters Score -1681948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Entering Unmasked Estep 
Score: -7464211.500000 Penalty: 2749.665039
	Iteration 0F: 2 clusters Score -7464212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -7420350.500000 Penalty: 5499.330078
	Iteration 0F: 3 clusters Score -7420350 nChanged 30548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -7437506.500000 Penalty: 5499.330078
	Iteration 1F: 3 clusters Score -7437506 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -7438196.500000 Penalty: 5499.330078
	Iteration 2Q: 3 clusters Score -7438196 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -7438931.500000 Penalty: 5499.330078
	Iteration 3Q: 3 clusters Score -7438932 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7439780.500000 Penalty: 5499.330078
	Iteration 4Q: 3 clusters Score -7439780 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -7441077.000000 Penalty: 5499.330078
	Iteration 5Q: 3 clusters Score -7441077 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -7442999.500000 Penalty: 5499.330078
	Iteration 6F: 3 clusters Score -7443000 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -7445501.500000 Penalty: 5499.330078
	Iteration 7F: 3 clusters Score -7445502 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -7448311.000000 Penalty: 5499.330078
	Iteration 8F: 3 clusters Score -7448311 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -7450941.000000 Penalty: 5499.330078
	Iteration 9F: 3 clusters Score -7450941 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7452888.500000 Penalty: 5499.330078
	Iteration 10F: 3 clusters Score -7452888 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -7454117.000000 Penalty: 5499.330078
	Iteration 11Q: 3 clusters Score -7454117 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7454936.500000 Penalty: 5499.330078
	Iteration 12Q: 3 clusters Score -7454936 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -7455510.500000 Penalty: 5499.330078
	Iteration 13Q: 3 clusters Score -7455510 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -7455885.000000 Penalty: 5499.330078
	Iteration 14Q: 3 clusters Score -7455885 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -7456250.500000 Penalty: 5499.330078
	Iteration 15Q: 3 clusters Score -7456250 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -7456591.500000 Penalty: 5499.330078
	Iteration 16Q: 3 clusters Score -7456592 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -7456969.000000 Penalty: 5499.330078
	Iteration 17Q: 3 clusters Score -7456969 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -7457369.000000 Penalty: 5499.330078
	Iteration 18Q: 3 clusters Score -7457369 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -7457741.500000 Penalty: 5499.330078
	Iteration 19Q: 3 clusters Score -7457742 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -7458119.500000 Penalty: 5499.330078
	Iteration 20F: 3 clusters Score -7458120 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -7458534.000000 Penalty: 5499.330078
	Iteration 21Q: 3 clusters Score -7458534 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -7458903.500000 Penalty: 5499.330078
	Iteration 22Q: 3 clusters Score -7458904 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -7459260.500000 Penalty: 5499.330078
	Iteration 23Q: 3 clusters Score -7459260 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -7459619.000000 Penalty: 5499.330078
	Iteration 24Q: 3 clusters Score -7459619 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -7460034.500000 Penalty: 5499.330078
	Iteration 25Q: 3 clusters Score -7460034 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -7460406.500000 Penalty: 5499.330078
	Iteration 26Q: 3 clusters Score -7460406 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -7460747.500000 Penalty: 5499.330078
	Iteration 27Q: 3 clusters Score -7460748 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -7461018.000000 Penalty: 5499.330078
	Iteration 28Q: 3 clusters Score -7461018 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -7461209.000000 Penalty: 5499.330078
	Iteration 29Q: 3 clusters Score -7461209 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -7461375.000000 Penalty: 5499.330078
	Iteration 30Q: 3 clusters Score -7461375 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -7461557.500000 Penalty: 5499.330078
	Iteration 31Q: 3 clusters Score -7461558 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -7461666.000000 Penalty: 5499.330078
	Iteration 32Q: 3 clusters Score -7461666 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -7461747.000000 Penalty: 5499.330078
	Iteration 33Q: 3 clusters Score -7461747 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -7461881.500000 Penalty: 5499.330078
	Iteration 34Q: 3 clusters Score -7461882 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -7461962.500000 Penalty: 5499.330078
	Iteration 35Q: 3 clusters Score -7461962 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -7462047.000000 Penalty: 5499.330078
	Iteration 36Q: 3 clusters Score -7462047 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7462135.500000 Penalty: 5499.330078
	Iteration 37Q: 3 clusters Score -7462136 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7462229.500000 Penalty: 5499.330078
	Iteration 38Q: 3 clusters Score -7462230 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -7462309.500000 Penalty: 5499.330078
	Iteration 39Q: 3 clusters Score -7462310 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -7462356.000000 Penalty: 5499.330078
	Iteration 40F: 3 clusters Score -7462356 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -7462424.500000 Penalty: 5499.330078
	Iteration 41Q: 3 clusters Score -7462424 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -7462487.000000 Penalty: 5499.330078
	Iteration 42Q: 3 clusters Score -7462487 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -7462563.500000 Penalty: 5499.330078
	Iteration 43Q: 3 clusters Score -7462564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7462637.500000 Penalty: 5499.330078
	Iteration 44Q: 3 clusters Score -7462638 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7462746.500000 Penalty: 5499.330078
	Iteration 45Q: 3 clusters Score -7462746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7462830.500000 Penalty: 5499.330078
	Iteration 46Q: 3 clusters Score -7462830 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7462904.500000 Penalty: 5499.330078
	Iteration 47Q: 3 clusters Score -7462904 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7462971.500000 Penalty: 5499.330078
	Iteration 48Q: 3 clusters Score -7462972 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7463008.500000 Penalty: 5499.330078
	Iteration 49Q: 3 clusters Score -7463008 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7463053.500000 Penalty: 5499.330078
	Iteration 50Q: 3 clusters Score -7463054 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -7463090.000000 Penalty: 5499.330078
	Iteration 51Q: 3 clusters Score -7463090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7463102.500000 Penalty: 5499.330078
	Iteration 52Q: 3 clusters Score -7463102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7463139.000000 Penalty: 5499.330078
	Iteration 53Q: 3 clusters Score -7463139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7463156.500000 Penalty: 5499.330078
	Iteration 54Q: 3 clusters Score -7463156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7463178.500000 Penalty: 5499.330078
	Iteration 55Q: 3 clusters Score -7463178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7463182.000000 Penalty: 5499.330078
	Iteration 56Q: 3 clusters Score -7463182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7463191.000000 Penalty: 5499.330078
	Iteration 57Q: 3 clusters Score -7463191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7463194.000000 Penalty: 5499.330078
	Iteration 58Q: 3 clusters Score -7463194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7463202.000000 Penalty: 5499.330078
	Iteration 59Q: 3 clusters Score -7463202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7463208.500000 Penalty: 5499.330078
	Iteration 60F: 3 clusters Score -7463208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7463211.000000 Penalty: 5499.330078
	Iteration 61Q: 3 clusters Score -7463211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7463210.500000 Penalty: 5499.330078
	Iteration 62Q: 3 clusters Score -7463210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7463221.000000 Penalty: 5499.330078
	Iteration 63Q: 3 clusters Score -7463221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7463232.000000 Penalty: 5499.330078
	Iteration 64Q: 3 clusters Score -7463232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7463228.000000 Penalty: 5499.330078
	Iteration 65Q: 3 clusters Score -7463228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7463223.000000 Penalty: 5499.330078
	Iteration 66Q: 3 clusters Score -7463223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7463229.500000 Penalty: 5499.330078
	Iteration 67Q: 3 clusters Score -7463230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7463229.000000 Penalty: 5499.330078
	Iteration 68Q: 3 clusters Score -7463229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7463223.000000 Penalty: 5499.330078
	Iteration 69Q: 3 clusters Score -7463223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7463222.000000 Penalty: 5499.330078
	Iteration 70Q: 3 clusters Score -7463222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7463222.000000 Penalty: 5499.330078
	Iteration 71Q: 3 clusters Score -7463222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7463223.500000 Penalty: 5499.330078
	Iteration 72Q: 3 clusters Score -7463224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7463224.500000 Penalty: 5499.330078
	Iteration 73Q: 3 clusters Score -7463224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7463228.500000 Penalty: 5499.330078
	Iteration 74Q: 3 clusters Score -7463228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7463238.000000 Penalty: 5499.330078
	Iteration 75Q: 3 clusters Score -7463238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7463235.500000 Penalty: 5499.330078
	Iteration 76Q: 3 clusters Score -7463236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7463233.500000 Penalty: 5499.330078
	Iteration 77Q: 3 clusters Score -7463234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7463230.500000 Penalty: 5499.330078
	Iteration 78Q: 3 clusters Score -7463230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7463233.000000 Penalty: 5499.330078
	Iteration 79Q: 3 clusters Score -7463233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7463233.000000 Penalty: 5499.330078
	Iteration 80F: 3 clusters Score -7463233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -823937.437500 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -823937.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -817158.562500 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -817158.6 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -819848.562500 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -819848.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -821130.625000 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -821130.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -822290.687500 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -822290.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -822986.562500 Penalty: 4499.995605
	Iteration 4F: 3 clusters Score -822986.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -823319.250000 Penalty: 4499.995605
	Iteration 5F: 3 clusters Score -823319.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -823513.812500 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -823513.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -823680.437500 Penalty: 4499.995605
	Iteration 7Q: 3 clusters Score -823680.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -823814.500000 Penalty: 4499.995605
	Iteration 8Q: 3 clusters Score -823814.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -823903.250000 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -823903.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -823975.187500 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -823975.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -824022.375000 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -824022.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -824064.125000 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -824064.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -824110.562500 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -824110.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -824165.562500 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -824165.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -824222.250000 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -824222.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -824292.562500 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -824292.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -824375.500000 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -824375.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -824442.125000 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -824442.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -824516.875000 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -824516.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -824616.750000 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -824616.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -824692.750000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -824692.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -824753.437500 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -824753.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -824834.750000 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -824834.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -824921.250000 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -824921.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -825029.187500 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -825029.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -825160.375000 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -825160.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -825295.125000 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -825295.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -825441.250000 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -825441.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -825592.625000 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -825592.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -825690.125000 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -825690.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -825759.375000 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -825759.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -825818.875000 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -825818.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -825877.375000 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -825877.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -825905.500000 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -825905.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -825933.187500 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -825933.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -825953.062500 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -825953.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -825979.000000 Penalty: 4499.995605
	Iteration 37Q: 3 clusters Score -825979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -826005.125000 Penalty: 4499.995605
	Iteration 38Q: 3 clusters Score -826005.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -826032.875000 Penalty: 4499.995605
	Iteration 39Q: 3 clusters Score -826032.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -826070.187500 Penalty: 4499.995605
	Iteration 40F: 3 clusters Score -826070.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -826099.937500 Penalty: 4499.995605
	Iteration 41Q: 3 clusters Score -826099.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -826124.625000 Penalty: 4499.995605
	Iteration 42Q: 3 clusters Score -826124.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -826144.125000 Penalty: 4499.995605
	Iteration 43Q: 3 clusters Score -826144.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -826154.562500 Penalty: 4499.995605
	Iteration 44Q: 3 clusters Score -826154.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -826166.562500 Penalty: 4499.995605
	Iteration 45Q: 3 clusters Score -826166.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -826182.750000 Penalty: 4499.995605
	Iteration 46Q: 3 clusters Score -826182.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -826202.000000 Penalty: 4499.995605
	Iteration 47Q: 3 clusters Score -826202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -826227.937500 Penalty: 4499.995605
	Iteration 48Q: 3 clusters Score -826227.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -826253.125000 Penalty: 4499.995605
	Iteration 49Q: 3 clusters Score -826253.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -826282.250000 Penalty: 4499.995605
	Iteration 50Q: 3 clusters Score -826282.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -826306.687500 Penalty: 4499.995605
	Iteration 51Q: 3 clusters Score -826306.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -826348.125000 Penalty: 4499.995605
	Iteration 52Q: 3 clusters Score -826348.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -826416.750000 Penalty: 4499.995605
	Iteration 53Q: 3 clusters Score -826416.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -826557.000000 Penalty: 4499.995605
	Iteration 54Q: 3 clusters Score -826557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -826772.312500 Penalty: 4499.995605
	Iteration 55Q: 3 clusters Score -826772.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -827013.187500 Penalty: 4499.995605
	Iteration 56Q: 3 clusters Score -827013.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -827200.875000 Penalty: 4499.995605
	Iteration 57Q: 3 clusters Score -827200.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -827391.187500 Penalty: 4499.995605
	Iteration 58Q: 3 clusters Score -827391.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -827552.875000 Penalty: 4499.995605
	Iteration 59Q: 3 clusters Score -827552.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -827708.000000 Penalty: 4499.995605
	Iteration 60F: 3 clusters Score -827708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -827875.812500 Penalty: 4499.995605
	Iteration 61Q: 3 clusters Score -827875.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -828027.125000 Penalty: 4499.995605
	Iteration 62Q: 3 clusters Score -828027.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -828145.375000 Penalty: 4499.995605
	Iteration 63Q: 3 clusters Score -828145.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -828213.000000 Penalty: 4499.995605
	Iteration 64Q: 3 clusters Score -828213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -828277.687500 Penalty: 4499.995605
	Iteration 65Q: 3 clusters Score -828277.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -828325.250000 Penalty: 4499.995605
	Iteration 66Q: 3 clusters Score -828325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -828354.812500 Penalty: 4499.995605
	Iteration 67Q: 3 clusters Score -828354.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -828366.625000 Penalty: 4499.995605
	Iteration 68Q: 3 clusters Score -828366.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -828380.750000 Penalty: 4499.995605
	Iteration 69Q: 3 clusters Score -828380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -828386.062500 Penalty: 4499.995605
	Iteration 70Q: 3 clusters Score -828386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -828388.750000 Penalty: 4499.995605
	Iteration 71Q: 3 clusters Score -828388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -828390.937500 Penalty: 4499.995605
	Iteration 72Q: 3 clusters Score -828390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -828390.000000 Penalty: 4499.995605
	Iteration 73Q: 3 clusters Score -828390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -828390.937500 Penalty: 4499.995605
	Iteration 74Q: 3 clusters Score -828390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -828390.937500 Penalty: 4499.995605
	Iteration 75F: 3 clusters Score -828390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 18338 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 7250 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Entering Unmasked Estep 
Score: -212192800.000000 Penalty: 244330.078125
Splitting cluster 7 changes total score from -212189776.000000 to -212192800.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 8 (69886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Entering Unmasked Estep 
Score: -8071750.500000 Penalty: 2766.345703
	Iteration 0F: 2 clusters Score -8071750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8024905.500000 Penalty: 5532.691406
	Iteration 0F: 3 clusters Score -8024906 nChanged 32721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -8043375.000000 Penalty: 5532.691406
	Iteration 1F: 3 clusters Score -8043375 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -8044201.500000 Penalty: 5532.691406
	Iteration 2Q: 3 clusters Score -8044202 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -8045053.000000 Penalty: 5532.691406
	Iteration 3Q: 3 clusters Score -8045053 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8045995.000000 Penalty: 5532.691406
	Iteration 4Q: 3 clusters Score -8045995 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -8047215.000000 Penalty: 5532.691406
	Iteration 5Q: 3 clusters Score -8047215 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -8048679.500000 Penalty: 5532.691406
	Iteration 6Q: 3 clusters Score -8048680 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -8050307.000000 Penalty: 5532.691406
	Iteration 7F: 3 clusters Score -8050307 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -8052159.000000 Penalty: 5532.691406
	Iteration 8F: 3 clusters Score -8052159 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -8054213.500000 Penalty: 5532.691406
	Iteration 9F: 3 clusters Score -8054214 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -8056320.000000 Penalty: 5532.691406
	Iteration 10F: 3 clusters Score -8056320 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -8058418.500000 Penalty: 5532.691406
	Iteration 11F: 3 clusters Score -8058418 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -8060624.000000 Penalty: 5532.691406
	Iteration 12Q: 3 clusters Score -8060624 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -8062784.000000 Penalty: 5532.691406
	Iteration 13Q: 3 clusters Score -8062784 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8064634.500000 Penalty: 5532.691406
	Iteration 14Q: 3 clusters Score -8064634 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8066218.000000 Penalty: 5532.691406
	Iteration 15Q: 3 clusters Score -8066218 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8067361.500000 Penalty: 5532.691406
	Iteration 16Q: 3 clusters Score -8067362 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8068197.000000 Penalty: 5532.691406
	Iteration 17Q: 3 clusters Score -8068197 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8068657.500000 Penalty: 5532.691406
	Iteration 18Q: 3 clusters Score -8068658 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8068923.000000 Penalty: 5532.691406
	Iteration 19Q: 3 clusters Score -8068923 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8069083.500000 Penalty: 5532.691406
	Iteration 20F: 3 clusters Score -8069084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8069196.500000 Penalty: 5532.691406
	Iteration 21Q: 3 clusters Score -8069196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8069249.000000 Penalty: 5532.691406
	Iteration 22Q: 3 clusters Score -8069249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8069279.500000 Penalty: 5532.691406
	Iteration 23Q: 3 clusters Score -8069280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8069301.500000 Penalty: 5532.691406
	Iteration 24Q: 3 clusters Score -8069302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8069333.000000 Penalty: 5532.691406
	Iteration 25Q: 3 clusters Score -8069333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8069353.000000 Penalty: 5532.691406
	Iteration 26Q: 3 clusters Score -8069353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8069364.000000 Penalty: 5532.691406
	Iteration 27Q: 3 clusters Score -8069364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8069379.500000 Penalty: 5532.691406
	Iteration 28Q: 3 clusters Score -8069380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8069388.000000 Penalty: 5532.691406
	Iteration 29Q: 3 clusters Score -8069388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8069393.500000 Penalty: 5532.691406
	Iteration 30Q: 3 clusters Score -8069394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8069400.000000 Penalty: 5532.691406
	Iteration 31Q: 3 clusters Score -8069400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8069404.500000 Penalty: 5532.691406
	Iteration 32Q: 3 clusters Score -8069404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8069423.000000 Penalty: 5532.691406
	Iteration 33Q: 3 clusters Score -8069423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8069434.000000 Penalty: 5532.691406
	Iteration 34Q: 3 clusters Score -8069434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8069438.500000 Penalty: 5532.691406
	Iteration 35Q: 3 clusters Score -8069438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8069439.000000 Penalty: 5532.691406
	Iteration 36Q: 3 clusters Score -8069439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8069438.500000 Penalty: 5532.691406
	Iteration 37Q: 3 clusters Score -8069438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8069442.500000 Penalty: 5532.691406
	Iteration 38Q: 3 clusters Score -8069442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8069444.500000 Penalty: 5532.691406
	Iteration 39Q: 3 clusters Score -8069444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8069440.000000 Penalty: 5532.691406
	Iteration 40F: 3 clusters Score -8069440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8069442.500000 Penalty: 5532.691406
	Iteration 41Q: 3 clusters Score -8069442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8069448.500000 Penalty: 5532.691406
	Iteration 42Q: 3 clusters Score -8069448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8069454.000000 Penalty: 5532.691406
	Iteration 43Q: 3 clusters Score -8069454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8069453.500000 Penalty: 5532.691406
	Iteration 44Q: 3 clusters Score -8069454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8069456.000000 Penalty: 5532.691406
	Iteration 45Q: 3 clusters Score -8069456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8069457.500000 Penalty: 5532.691406
	Iteration 46Q: 3 clusters Score -8069458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8069461.000000 Penalty: 5532.691406
	Iteration 47Q: 3 clusters Score -8069461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8069456.500000 Penalty: 5532.691406
	Iteration 48Q: 3 clusters Score -8069456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8069459.500000 Penalty: 5532.691406
	Iteration 49Q: 3 clusters Score -8069460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8069459.500000 Penalty: 5532.691406
	Iteration 50F: 3 clusters Score -8069460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (250241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250241 members 
Entering Unmasked Estep 
Score: -29314974.000000 Penalty: 3082.684570
	Iteration 0F: 2 clusters Score -2.931497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124912 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -29156212.000000 Penalty: 6165.369141
	Iteration 0F: 3 clusters Score -2.915621e+07 nChanged 120473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -29226234.000000 Penalty: 6165.369141
	Iteration 1F: 3 clusters Score -2.922623e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 129838 members 
Entering Unmasked Estep 
Score: -29227292.000000 Penalty: 6165.369141
	Iteration 2Q: 3 clusters Score -2.922729e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -29228732.000000 Penalty: 6165.369141
	Iteration 3Q: 3 clusters Score -2.922873e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111962 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -29230962.000000 Penalty: 6165.369141
	Iteration 4Q: 3 clusters Score -2.923096e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -29234608.000000 Penalty: 6165.369141
	Iteration 5Q: 3 clusters Score -2.923461e+07 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -29241684.000000 Penalty: 6165.369141
	Iteration 6F: 3 clusters Score -2.924168e+07 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -29253420.000000 Penalty: 6165.369141
	Iteration 7F: 3 clusters Score -2.925342e+07 nChanged 22131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 198511 members 
Entering Unmasked Estep 
Score: -29269264.000000 Penalty: 6165.369141
	Iteration 8F: 3 clusters Score -2.926926e+07 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 219344 members 
Entering Unmasked Estep 
Score: -29285766.000000 Penalty: 6165.369141
	Iteration 9F: 3 clusters Score -2.928577e+07 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 234290 members 
Entering Unmasked Estep 
Score: -29298602.000000 Penalty: 6165.369141
	Iteration 10F: 3 clusters Score -2.92986e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 242639 members 
Entering Unmasked Estep 
Score: -29306188.000000 Penalty: 6165.369141
	Iteration 11Q: 3 clusters Score -2.930619e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 246452 members 
Entering Unmasked Estep 
Score: -29309522.000000 Penalty: 6165.369141
	Iteration 12Q: 3 clusters Score -2.930952e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 248083 members 
Entering Unmasked Estep 
Score: -29310912.000000 Penalty: 6165.369141
	Iteration 13Q: 3 clusters Score -2.931091e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 248726 members 
Entering Unmasked Estep 
Score: -29311568.000000 Penalty: 6165.369141
	Iteration 14Q: 3 clusters Score -2.931157e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 248998 members 
Entering Unmasked Estep 
Score: -29311938.000000 Penalty: 6165.369141
	Iteration 15Q: 3 clusters Score -2.931194e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 249138 members 
Entering Unmasked Estep 
Score: -29312102.000000 Penalty: 6165.369141
	Iteration 16Q: 3 clusters Score -2.93121e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 249233 members 
Entering Unmasked Estep 
Score: -29312222.000000 Penalty: 6165.369141
	Iteration 17Q: 3 clusters Score -2.931222e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 249293 members 
Entering Unmasked Estep 
Score: -29312316.000000 Penalty: 6165.369141
	Iteration 18Q: 3 clusters Score -2.931232e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 249330 members 
Entering Unmasked Estep 
Score: -29312396.000000 Penalty: 6165.369141
	Iteration 19Q: 3 clusters Score -2.93124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 249356 members 
Entering Unmasked Estep 
Score: -29312416.000000 Penalty: 6165.369141
	Iteration 20F: 3 clusters Score -2.931242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 249368 members 
Entering Unmasked Estep 
Score: -29312466.000000 Penalty: 6165.369141
	Iteration 21Q: 3 clusters Score -2.931247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 249381 members 
Entering Unmasked Estep 
Score: -29312484.000000 Penalty: 6165.369141
	Iteration 22Q: 3 clusters Score -2.931248e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 249391 members 
Entering Unmasked Estep 
Score: -29312526.000000 Penalty: 6165.369141
	Iteration 23Q: 3 clusters Score -2.931253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 249393 members 
Entering Unmasked Estep 
Score: -29312526.000000 Penalty: 6165.369141
	Iteration 24Q: 3 clusters Score -2.931253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 249395 members 
Entering Unmasked Estep 
Score: -29312530.000000 Penalty: 6165.369141
	Iteration 25Q: 3 clusters Score -2.931253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 249402 members 
Entering Unmasked Estep 
Score: -29312564.000000 Penalty: 6165.369141
	Iteration 26Q: 3 clusters Score -2.931256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 249405 members 
Entering Unmasked Estep 
Score: -29312576.000000 Penalty: 6165.369141
	Iteration 27Q: 3 clusters Score -2.931258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 249405 members 
Entering Unmasked Estep 
Score: -29312574.000000 Penalty: 6165.369141
	Iteration 28Q: 3 clusters Score -2.931257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 249403 members 
Entering Unmasked Estep 
Score: -29312566.000000 Penalty: 6165.369141
	Iteration 29Q: 3 clusters Score -2.931257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 249403 members 
Entering Unmasked Estep 
Score: -29312572.000000 Penalty: 6165.369141
	Iteration 30Q: 3 clusters Score -2.931257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 249404 members 
Entering Unmasked Estep 
Score: -29312580.000000 Penalty: 6165.369141
	Iteration 31Q: 3 clusters Score -2.931258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 249405 members 
Entering Unmasked Estep 
Score: -29312580.000000 Penalty: 6165.369141
	Iteration 32Q: 3 clusters Score -2.931258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 249409 members 
Entering Unmasked Estep 
Score: -29312582.000000 Penalty: 6165.369141
	Iteration 33Q: 3 clusters Score -2.931258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 249415 members 
Entering Unmasked Estep 
Score: -29312604.000000 Penalty: 6165.369141
	Iteration 34Q: 3 clusters Score -2.93126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 249423 members 
Entering Unmasked Estep 
Score: -29312614.000000 Penalty: 6165.369141
	Iteration 35Q: 3 clusters Score -2.931261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 249425 members 
Entering Unmasked Estep 
Score: -29312642.000000 Penalty: 6165.369141
	Iteration 36Q: 3 clusters Score -2.931264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 249428 members 
Entering Unmasked Estep 
Score: -29312674.000000 Penalty: 6165.369141
	Iteration 37Q: 3 clusters Score -2.931267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 249430 members 
Entering Unmasked Estep 
Score: -29312680.000000 Penalty: 6165.369141
	Iteration 38Q: 3 clusters Score -2.931268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 249426 members 
Entering Unmasked Estep 
Score: -29312700.000000 Penalty: 6165.369141
	Iteration 39Q: 3 clusters Score -2.93127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 249430 members 
Entering Unmasked Estep 
Score: -29312686.000000 Penalty: 6165.369141
	Iteration 40F: 3 clusters Score -2.931269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 249431 members 
Entering Unmasked Estep 
Score: -29312688.000000 Penalty: 6165.369141
	Iteration 41Q: 3 clusters Score -2.931269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 249429 members 
Entering Unmasked Estep 
Score: -29312702.000000 Penalty: 6165.369141
	Iteration 42Q: 3 clusters Score -2.93127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 249426 members 
Entering Unmasked Estep 
Score: -29312728.000000 Penalty: 6165.369141
	Iteration 43Q: 3 clusters Score -2.931273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 249423 members 
Entering Unmasked Estep 
Score: -29312728.000000 Penalty: 6165.369141
	Iteration 44Q: 3 clusters Score -2.931273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 249419 members 
Entering Unmasked Estep 
Score: -29312728.000000 Penalty: 6165.369141
	Iteration 45Q: 3 clusters Score -2.931273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 249421 members 
Entering Unmasked Estep 
Score: -29312732.000000 Penalty: 6165.369141
	Iteration 46Q: 3 clusters Score -2.931273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 249426 members 
Entering Unmasked Estep 
Score: -29312738.000000 Penalty: 6165.369141
	Iteration 47Q: 3 clusters Score -2.931274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 249434 members 
Entering Unmasked Estep 
Score: -29312762.000000 Penalty: 6165.369141
	Iteration 48Q: 3 clusters Score -2.931276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 249437 members 
Entering Unmasked Estep 
Score: -29312746.000000 Penalty: 6165.369141
	Iteration 49Q: 3 clusters Score -2.931275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 249435 members 
Entering Unmasked Estep 
Score: -29312750.000000 Penalty: 6165.369141
	Iteration 50Q: 3 clusters Score -2.931275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 249433 members 
Entering Unmasked Estep 
Score: -29312748.000000 Penalty: 6165.369141
	Iteration 51Q: 3 clusters Score -2.931275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -29312760.000000 Penalty: 6165.369141
	Iteration 52Q: 3 clusters Score -2.931276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 249433 members 
Entering Unmasked Estep 
Score: -29312766.000000 Penalty: 6165.369141
	Iteration 53Q: 3 clusters Score -2.931277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -29312764.000000 Penalty: 6165.369141
	Iteration 54Q: 3 clusters Score -2.931276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -29312764.000000 Penalty: 6165.369141
	Iteration 55F: 3 clusters Score -2.931276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Entering Unmasked Estep 
Score: -1856301.750000 Penalty: 2434.549072
	Iteration 0F: 2 clusters Score -1856302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1843277.000000 Penalty: 4869.098145
	Iteration 0F: 3 clusters Score -1843277 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1849113.000000 Penalty: 4869.098145
	Iteration 1F: 3 clusters Score -1849113 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1851348.250000 Penalty: 4869.098145
	Iteration 2F: 3 clusters Score -1851348 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1853298.250000 Penalty: 4869.098145
	Iteration 3F: 3 clusters Score -1853298 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1854560.875000 Penalty: 4869.098145
	Iteration 4F: 3 clusters Score -1854561 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1855281.750000 Penalty: 4869.098145
	Iteration 5F: 3 clusters Score -1855282 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1855682.875000 Penalty: 4869.098145
	Iteration 6Q: 3 clusters Score -1855683 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1855940.750000 Penalty: 4869.098145
	Iteration 7Q: 3 clusters Score -1855941 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1856113.125000 Penalty: 4869.098145
	Iteration 8Q: 3 clusters Score -1856113 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1856233.750000 Penalty: 4869.098145
	Iteration 9Q: 3 clusters Score -1856234 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1856317.500000 Penalty: 4869.098145
	Iteration 10Q: 3 clusters Score -1856318 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1856366.125000 Penalty: 4869.098145
	Iteration 11Q: 3 clusters Score -1856366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1856397.250000 Penalty: 4869.098145
	Iteration 12Q: 3 clusters Score -1856397 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1856416.375000 Penalty: 4869.098145
	Iteration 13Q: 3 clusters Score -1856416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1856429.375000 Penalty: 4869.098145
	Iteration 14Q: 3 clusters Score -1856429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1856433.500000 Penalty: 4869.098145
	Iteration 15Q: 3 clusters Score -1856434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1856440.125000 Penalty: 4869.098145
	Iteration 16Q: 3 clusters Score -1856440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1856449.000000 Penalty: 4869.098145
	Iteration 17Q: 3 clusters Score -1856449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1856452.000000 Penalty: 4869.098145
	Iteration 18Q: 3 clusters Score -1856452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1856453.750000 Penalty: 4869.098145
	Iteration 19Q: 3 clusters Score -1856454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1856456.625000 Penalty: 4869.098145
	Iteration 20F: 3 clusters Score -1856457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1856461.375000 Penalty: 4869.098145
	Iteration 21Q: 3 clusters Score -1856461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1856464.000000 Penalty: 4869.098145
	Iteration 22Q: 3 clusters Score -1856464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1856467.125000 Penalty: 4869.098145
	Iteration 23Q: 3 clusters Score -1856467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1856469.625000 Penalty: 4869.098145
	Iteration 24Q: 3 clusters Score -1856470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1856470.250000 Penalty: 4869.098145
	Iteration 25Q: 3 clusters Score -1856470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1856472.250000 Penalty: 4869.098145
	Iteration 26Q: 3 clusters Score -1856472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1856473.125000 Penalty: 4869.098145
	Iteration 27Q: 3 clusters Score -1856473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1856472.875000 Penalty: 4869.098145
	Iteration 28Q: 3 clusters Score -1856473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1856472.875000 Penalty: 4869.098145
	Iteration 29Q: 3 clusters Score -1856473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1856469.500000 Penalty: 4869.098145
	Iteration 30Q: 3 clusters Score -1856470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1856470.750000 Penalty: 4869.098145
	Iteration 31Q: 3 clusters Score -1856471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1856471.250000 Penalty: 4869.098145
	Iteration 32Q: 3 clusters Score -1856471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1856474.250000 Penalty: 4869.098145
	Iteration 33Q: 3 clusters Score -1856474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1856471.625000 Penalty: 4869.098145
	Iteration 34Q: 3 clusters Score -1856472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1856471.625000 Penalty: 4869.098145
	Iteration 35F: 3 clusters Score -1856472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 7250 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Entering Unmasked Estep 
Score: -212191232.000000 Penalty: 247923.171875
Splitting cluster 10 changes total score from -212189776.000000 to -212191232.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 11 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -400969.218750 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -400969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -397142.468750 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -397142.5 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -398055.187500 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -398055.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -398335.718750 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -398335.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -398594.875000 Penalty: 4100.272461
	Iteration 3F: 3 clusters Score -398594.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -398828.812500 Penalty: 4100.272461
	Iteration 4F: 3 clusters Score -398828.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -399061.468750 Penalty: 4100.272461
	Iteration 5F: 3 clusters Score -399061.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -399334.843750 Penalty: 4100.272461
	Iteration 6F: 3 clusters Score -399334.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -399574.281250 Penalty: 4100.272461
	Iteration 7F: 3 clusters Score -399574.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -399803.500000 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -399803.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -399988.656250 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -399988.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -400104.531250 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -400104.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -400156.031250 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -400156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -400183.843750 Penalty: 4100.272461
	Iteration 12Q: 3 clusters Score -400183.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400203.218750 Penalty: 4100.272461
	Iteration 13Q: 3 clusters Score -400203.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400219.500000 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -400219.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -400235.593750 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -400235.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -400245.781250 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -400245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -400253.875000 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -400253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -400267.125000 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -400267.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -400280.843750 Penalty: 4100.272461
	Iteration 19Q: 3 clusters Score -400280.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -400289.343750 Penalty: 4100.272461
	Iteration 20F: 3 clusters Score -400289.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -400298.375000 Penalty: 4100.272461
	Iteration 21Q: 3 clusters Score -400298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -400306.718750 Penalty: 4100.272461
	Iteration 22Q: 3 clusters Score -400306.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -400314.281250 Penalty: 4100.272461
	Iteration 23Q: 3 clusters Score -400314.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -400320.750000 Penalty: 4100.272461
	Iteration 24Q: 3 clusters Score -400320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -400324.031250 Penalty: 4100.272461
	Iteration 25Q: 3 clusters Score -400324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -400327.843750 Penalty: 4100.272461
	Iteration 26Q: 3 clusters Score -400327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -400329.906250 Penalty: 4100.272461
	Iteration 27Q: 3 clusters Score -400329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -400336.156250 Penalty: 4100.272461
	Iteration 28Q: 3 clusters Score -400336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -400342.375000 Penalty: 4100.272461
	Iteration 29Q: 3 clusters Score -400342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -400351.406250 Penalty: 4100.272461
	Iteration 30Q: 3 clusters Score -400351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -400356.406250 Penalty: 4100.272461
	Iteration 31Q: 3 clusters Score -400356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -400358.906250 Penalty: 4100.272461
	Iteration 32Q: 3 clusters Score -400358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -400359.281250 Penalty: 4100.272461
	Iteration 33Q: 3 clusters Score -400359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -400359.281250 Penalty: 4100.272461
	Iteration 34F: 3 clusters Score -400359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (177299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177299 members 
Entering Unmasked Estep 
Score: -18794528.000000 Penalty: 2997.227051
	Iteration 0F: 2 clusters Score -1.879453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -18675410.000000 Penalty: 5994.454102
	Iteration 0F: 3 clusters Score -1.867541e+07 nChanged 85343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -18726962.000000 Penalty: 5994.454102
	Iteration 1F: 3 clusters Score -1.872696e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -18729384.000000 Penalty: 5994.454102
	Iteration 2Q: 3 clusters Score -1.872938e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -18732272.000000 Penalty: 5994.454102
	Iteration 3Q: 3 clusters Score -1.873227e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -18735904.000000 Penalty: 5994.454102
	Iteration 4Q: 3 clusters Score -1.87359e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -18740098.000000 Penalty: 5994.454102
	Iteration 5F: 3 clusters Score -1.87401e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -18744848.000000 Penalty: 5994.454102
	Iteration 6F: 3 clusters Score -1.874485e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -18750224.000000 Penalty: 5994.454102
	Iteration 7F: 3 clusters Score -1.875022e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -18755948.000000 Penalty: 5994.454102
	Iteration 8F: 3 clusters Score -1.875595e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -18762754.000000 Penalty: 5994.454102
	Iteration 9F: 3 clusters Score -1.876275e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -18770146.000000 Penalty: 5994.454102
	Iteration 10F: 3 clusters Score -1.877015e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -18777538.000000 Penalty: 5994.454102
	Iteration 11F: 3 clusters Score -1.877754e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -18783366.000000 Penalty: 5994.454102
	Iteration 12Q: 3 clusters Score -1.878337e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -18787536.000000 Penalty: 5994.454102
	Iteration 13Q: 3 clusters Score -1.878754e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172265 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -18789918.000000 Penalty: 5994.454102
	Iteration 14Q: 3 clusters Score -1.878992e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174019 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -18791102.000000 Penalty: 5994.454102
	Iteration 15Q: 3 clusters Score -1.87911e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174936 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18791684.000000 Penalty: 5994.454102
	Iteration 16Q: 3 clusters Score -1.879168e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18791988.000000 Penalty: 5994.454102
	Iteration 17Q: 3 clusters Score -1.879199e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -18792090.000000 Penalty: 5994.454102
	Iteration 18Q: 3 clusters Score -1.879209e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -18792168.000000 Penalty: 5994.454102
	Iteration 19Q: 3 clusters Score -1.879217e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -18792254.000000 Penalty: 5994.454102
	Iteration 20F: 3 clusters Score -1.879225e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175974 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18792350.000000 Penalty: 5994.454102
	Iteration 21Q: 3 clusters Score -1.879235e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -18792374.000000 Penalty: 5994.454102
	Iteration 22Q: 3 clusters Score -1.879237e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176055 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -18792412.000000 Penalty: 5994.454102
	Iteration 23Q: 3 clusters Score -1.879241e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -18792452.000000 Penalty: 5994.454102
	Iteration 24Q: 3 clusters Score -1.879245e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -18792532.000000 Penalty: 5994.454102
	Iteration 25Q: 3 clusters Score -1.879253e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -18792570.000000 Penalty: 5994.454102
	Iteration 26Q: 3 clusters Score -1.879257e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -18792626.000000 Penalty: 5994.454102
	Iteration 27Q: 3 clusters Score -1.879263e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -18792722.000000 Penalty: 5994.454102
	Iteration 28Q: 3 clusters Score -1.879272e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176137 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -18792796.000000 Penalty: 5994.454102
	Iteration 29Q: 3 clusters Score -1.87928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18792882.000000 Penalty: 5994.454102
	Iteration 30Q: 3 clusters Score -1.879288e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176126 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18792930.000000 Penalty: 5994.454102
	Iteration 31Q: 3 clusters Score -1.879293e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -18793018.000000 Penalty: 5994.454102
	Iteration 32Q: 3 clusters Score -1.879302e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18793062.000000 Penalty: 5994.454102
	Iteration 33Q: 3 clusters Score -1.879306e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176079 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18793094.000000 Penalty: 5994.454102
	Iteration 34Q: 3 clusters Score -1.879309e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176058 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18793118.000000 Penalty: 5994.454102
	Iteration 35Q: 3 clusters Score -1.879312e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176037 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -18793164.000000 Penalty: 5994.454102
	Iteration 36Q: 3 clusters Score -1.879316e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176010 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18793196.000000 Penalty: 5994.454102
	Iteration 37Q: 3 clusters Score -1.87932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175994 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -18793216.000000 Penalty: 5994.454102
	Iteration 38Q: 3 clusters Score -1.879322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -18793256.000000 Penalty: 5994.454102
	Iteration 39Q: 3 clusters Score -1.879326e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18793262.000000 Penalty: 5994.454102
	Iteration 40F: 3 clusters Score -1.879326e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18793292.000000 Penalty: 5994.454102
	Iteration 41Q: 3 clusters Score -1.879329e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -18793302.000000 Penalty: 5994.454102
	Iteration 42Q: 3 clusters Score -1.87933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -18793316.000000 Penalty: 5994.454102
	Iteration 43Q: 3 clusters Score -1.879332e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18793352.000000 Penalty: 5994.454102
	Iteration 44Q: 3 clusters Score -1.879335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18793350.000000 Penalty: 5994.454102
	Iteration 45Q: 3 clusters Score -1.879335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18793382.000000 Penalty: 5994.454102
	Iteration 46Q: 3 clusters Score -1.879338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175891 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18793378.000000 Penalty: 5994.454102
	Iteration 47Q: 3 clusters Score -1.879338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18793386.000000 Penalty: 5994.454102
	Iteration 48Q: 3 clusters Score -1.879339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175876 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -18793376.000000 Penalty: 5994.454102
	Iteration 49Q: 3 clusters Score -1.879338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18793386.000000 Penalty: 5994.454102
	Iteration 50Q: 3 clusters Score -1.879339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175868 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -18793394.000000 Penalty: 5994.454102
	Iteration 51Q: 3 clusters Score -1.879339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -18793408.000000 Penalty: 5994.454102
	Iteration 52Q: 3 clusters Score -1.879341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175862 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -18793398.000000 Penalty: 5994.454102
	Iteration 53Q: 3 clusters Score -1.87934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175862 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -18793404.000000 Penalty: 5994.454102
	Iteration 54Q: 3 clusters Score -1.87934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175858 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18793400.000000 Penalty: 5994.454102
	Iteration 55Q: 3 clusters Score -1.87934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175857 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18793402.000000 Penalty: 5994.454102
	Iteration 56Q: 3 clusters Score -1.87934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175857 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18793420.000000 Penalty: 5994.454102
	Iteration 57Q: 3 clusters Score -1.879342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175858 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18793420.000000 Penalty: 5994.454102
	Iteration 58Q: 3 clusters Score -1.879342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175858 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18793420.000000 Penalty: 5994.454102
	Iteration 59F: 3 clusters Score -1.879342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -748046.625000 Penalty: 2204.411621
	Iteration 0F: 2 clusters Score -748046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -742253.562500 Penalty: 4408.823242
	Iteration 0F: 3 clusters Score -742253.6 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -744727.500000 Penalty: 4408.823242
	Iteration 1F: 3 clusters Score -744727.5 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -745696.125000 Penalty: 4408.823242
	Iteration 2F: 3 clusters Score -745696.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -746417.062500 Penalty: 4408.823242
	Iteration 3F: 3 clusters Score -746417.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -746835.437500 Penalty: 4408.823242
	Iteration 4F: 3 clusters Score -746835.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -747065.312500 Penalty: 4408.823242
	Iteration 5Q: 3 clusters Score -747065.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -747188.062500 Penalty: 4408.823242
	Iteration 6Q: 3 clusters Score -747188.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -747273.062500 Penalty: 4408.823242
	Iteration 7Q: 3 clusters Score -747273.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -747364.687500 Penalty: 4408.823242
	Iteration 8Q: 3 clusters Score -747364.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -747504.750000 Penalty: 4408.823242
	Iteration 9Q: 3 clusters Score -747504.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -747650.375000 Penalty: 4408.823242
	Iteration 10Q: 3 clusters Score -747650.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -747744.437500 Penalty: 4408.823242
	Iteration 11Q: 3 clusters Score -747744.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -747805.562500 Penalty: 4408.823242
	Iteration 12Q: 3 clusters Score -747805.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -747859.000000 Penalty: 4408.823242
	Iteration 13Q: 3 clusters Score -747859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -747904.625000 Penalty: 4408.823242
	Iteration 14Q: 3 clusters Score -747904.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -747948.875000 Penalty: 4408.823242
	Iteration 15Q: 3 clusters Score -747948.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -747981.000000 Penalty: 4408.823242
	Iteration 16Q: 3 clusters Score -747981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -748002.187500 Penalty: 4408.823242
	Iteration 17Q: 3 clusters Score -748002.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -748031.250000 Penalty: 4408.823242
	Iteration 18Q: 3 clusters Score -748031.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -748055.437500 Penalty: 4408.823242
	Iteration 19Q: 3 clusters Score -748055.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -748065.500000 Penalty: 4408.823242
	Iteration 20F: 3 clusters Score -748065.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -748078.562500 Penalty: 4408.823242
	Iteration 21Q: 3 clusters Score -748078.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -748083.937500 Penalty: 4408.823242
	Iteration 22Q: 3 clusters Score -748083.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -748087.312500 Penalty: 4408.823242
	Iteration 23Q: 3 clusters Score -748087.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -748093.562500 Penalty: 4408.823242
	Iteration 24Q: 3 clusters Score -748093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -748099.687500 Penalty: 4408.823242
	Iteration 25Q: 3 clusters Score -748099.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -748104.875000 Penalty: 4408.823242
	Iteration 26Q: 3 clusters Score -748104.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -748108.812500 Penalty: 4408.823242
	Iteration 27Q: 3 clusters Score -748108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -748114.250000 Penalty: 4408.823242
	Iteration 28Q: 3 clusters Score -748114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -748118.687500 Penalty: 4408.823242
	Iteration 29Q: 3 clusters Score -748118.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -748122.937500 Penalty: 4408.823242
	Iteration 30Q: 3 clusters Score -748122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -748123.187500 Penalty: 4408.823242
	Iteration 31Q: 3 clusters Score -748123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -748122.562500 Penalty: 4408.823242
	Iteration 32Q: 3 clusters Score -748122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -748123.187500 Penalty: 4408.823242
	Iteration 33Q: 3 clusters Score -748123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -748122.750000 Penalty: 4408.823242
	Iteration 34Q: 3 clusters Score -748122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -748122.750000 Penalty: 4408.823242
	Iteration 35F: 3 clusters Score -748122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Entering Unmasked Estep 
Score: -212190112.000000 Penalty: 251516.265625
Splitting cluster 13 changes total score from -212189776.000000 to -212190112.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 14 (127180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Entering Unmasked Estep 
Score: -14764484.000000 Penalty: 2914.833008
	Iteration 0F: 2 clusters Score -1.476448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -14679153.000000 Penalty: 5829.666016
	Iteration 0F: 3 clusters Score -1.467915e+07 nChanged 60551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -14713856.000000 Penalty: 5829.666016
	Iteration 1F: 3 clusters Score -1.471386e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -14714771.000000 Penalty: 5829.666016
	Iteration 2Q: 3 clusters Score -1.471477e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -14716190.000000 Penalty: 5829.666016
	Iteration 3Q: 3 clusters Score -1.471619e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -14717966.000000 Penalty: 5829.666016
	Iteration 4Q: 3 clusters Score -1.471797e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -14721008.000000 Penalty: 5829.666016
	Iteration 5F: 3 clusters Score -1.472101e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -14726322.000000 Penalty: 5829.666016
	Iteration 6F: 3 clusters Score -1.472632e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -14734369.000000 Penalty: 5829.666016
	Iteration 7F: 3 clusters Score -1.473437e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -14744544.000000 Penalty: 5829.666016
	Iteration 8F: 3 clusters Score -1.474454e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -14753443.000000 Penalty: 5829.666016
	Iteration 9F: 3 clusters Score -1.475344e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -14758696.000000 Penalty: 5829.666016
	Iteration 10Q: 3 clusters Score -1.47587e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 125230 members 
Entering Unmasked Estep 
Score: -14760658.000000 Penalty: 5829.666016
	Iteration 11Q: 3 clusters Score -1.476066e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -14761397.000000 Penalty: 5829.666016
	Iteration 12Q: 3 clusters Score -1.47614e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 126239 members 
Entering Unmasked Estep 
Score: -14761675.000000 Penalty: 5829.666016
	Iteration 13Q: 3 clusters Score -1.476168e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 126348 members 
Entering Unmasked Estep 
Score: -14761832.000000 Penalty: 5829.666016
	Iteration 14Q: 3 clusters Score -1.476183e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -14761938.000000 Penalty: 5829.666016
	Iteration 15Q: 3 clusters Score -1.476194e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -14762007.000000 Penalty: 5829.666016
	Iteration 16Q: 3 clusters Score -1.476201e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -14762089.000000 Penalty: 5829.666016
	Iteration 17Q: 3 clusters Score -1.476209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -14762133.000000 Penalty: 5829.666016
	Iteration 18Q: 3 clusters Score -1.476213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -14762166.000000 Penalty: 5829.666016
	Iteration 19Q: 3 clusters Score -1.476217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -14762198.000000 Penalty: 5829.666016
	Iteration 20F: 3 clusters Score -1.47622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -14762227.000000 Penalty: 5829.666016
	Iteration 21Q: 3 clusters Score -1.476223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 126541 members 
Entering Unmasked Estep 
Score: -14762241.000000 Penalty: 5829.666016
	Iteration 22Q: 3 clusters Score -1.476224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 126545 members 
Entering Unmasked Estep 
Score: -14762261.000000 Penalty: 5829.666016
	Iteration 23Q: 3 clusters Score -1.476226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -14762249.000000 Penalty: 5829.666016
	Iteration 24Q: 3 clusters Score -1.476225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 126551 members 
Entering Unmasked Estep 
Score: -14762248.000000 Penalty: 5829.666016
	Iteration 25Q: 3 clusters Score -1.476225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -14762253.000000 Penalty: 5829.666016
	Iteration 26Q: 3 clusters Score -1.476225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -14762258.000000 Penalty: 5829.666016
	Iteration 27Q: 3 clusters Score -1.476226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -14762255.000000 Penalty: 5829.666016
	Iteration 28Q: 3 clusters Score -1.476226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -14762257.000000 Penalty: 5829.666016
	Iteration 29Q: 3 clusters Score -1.476226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -14762262.000000 Penalty: 5829.666016
	Iteration 30Q: 3 clusters Score -1.476226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -14762261.000000 Penalty: 5829.666016
	Iteration 31Q: 3 clusters Score -1.476226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -14762267.000000 Penalty: 5829.666016
	Iteration 32Q: 3 clusters Score -1.476227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -14762252.000000 Penalty: 5829.666016
	Iteration 33Q: 3 clusters Score -1.476225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -14762257.000000 Penalty: 5829.666016
	Iteration 34Q: 3 clusters Score -1.476226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -14762257.000000 Penalty: 5829.666016
	Iteration 35F: 3 clusters Score -1.476226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Entering Unmasked Estep 
Score: -4319201.500000 Penalty: 2615.544678
	Iteration 0F: 2 clusters Score -4319202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4293528.000000 Penalty: 5231.089355
	Iteration 0F: 3 clusters Score -4293528 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4303253.500000 Penalty: 5231.089355
	Iteration 1F: 3 clusters Score -4303254 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4304275.500000 Penalty: 5231.089355
	Iteration 2F: 3 clusters Score -4304276 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4305686.500000 Penalty: 5231.089355
	Iteration 3F: 3 clusters Score -4305686 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4307519.000000 Penalty: 5231.089355
	Iteration 4F: 3 clusters Score -4307519 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4309466.000000 Penalty: 5231.089355
	Iteration 5F: 3 clusters Score -4309466 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4311178.500000 Penalty: 5231.089355
	Iteration 6F: 3 clusters Score -4311178 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4312381.000000 Penalty: 5231.089355
	Iteration 7F: 3 clusters Score -4312381 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4313162.500000 Penalty: 5231.089355
	Iteration 8Q: 3 clusters Score -4313162 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4313676.500000 Penalty: 5231.089355
	Iteration 9Q: 3 clusters Score -4313676 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4313991.500000 Penalty: 5231.089355
	Iteration 10Q: 3 clusters Score -4313992 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4314262.500000 Penalty: 5231.089355
	Iteration 11Q: 3 clusters Score -4314262 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4314552.500000 Penalty: 5231.089355
	Iteration 12Q: 3 clusters Score -4314552 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4314866.500000 Penalty: 5231.089355
	Iteration 13Q: 3 clusters Score -4314866 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4315135.000000 Penalty: 5231.089355
	Iteration 14Q: 3 clusters Score -4315135 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4315426.500000 Penalty: 5231.089355
	Iteration 15Q: 3 clusters Score -4315426 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4315770.500000 Penalty: 5231.089355
	Iteration 16Q: 3 clusters Score -4315770 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4316114.000000 Penalty: 5231.089355
	Iteration 17Q: 3 clusters Score -4316114 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4316410.500000 Penalty: 5231.089355
	Iteration 18Q: 3 clusters Score -4316410 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4316673.000000 Penalty: 5231.089355
	Iteration 19Q: 3 clusters Score -4316673 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4316914.500000 Penalty: 5231.089355
	Iteration 20F: 3 clusters Score -4316914 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4317045.000000 Penalty: 5231.089355
	Iteration 21Q: 3 clusters Score -4317045 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4317121.000000 Penalty: 5231.089355
	Iteration 22Q: 3 clusters Score -4317121 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4317174.500000 Penalty: 5231.089355
	Iteration 23Q: 3 clusters Score -4317174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4317204.000000 Penalty: 5231.089355
	Iteration 24Q: 3 clusters Score -4317204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4317241.000000 Penalty: 5231.089355
	Iteration 25Q: 3 clusters Score -4317241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4317268.000000 Penalty: 5231.089355
	Iteration 26Q: 3 clusters Score -4317268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4317292.500000 Penalty: 5231.089355
	Iteration 27Q: 3 clusters Score -4317292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4317299.000000 Penalty: 5231.089355
	Iteration 28Q: 3 clusters Score -4317299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4317320.500000 Penalty: 5231.089355
	Iteration 29Q: 3 clusters Score -4317320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4317323.500000 Penalty: 5231.089355
	Iteration 30Q: 3 clusters Score -4317324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4317333.000000 Penalty: 5231.089355
	Iteration 31Q: 3 clusters Score -4317333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4317334.500000 Penalty: 5231.089355
	Iteration 32Q: 3 clusters Score -4317334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4317337.500000 Penalty: 5231.089355
	Iteration 33Q: 3 clusters Score -4317338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4317335.500000 Penalty: 5231.089355
	Iteration 34Q: 3 clusters Score -4317336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4317340.500000 Penalty: 5231.089355
	Iteration 35Q: 3 clusters Score -4317340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4317333.000000 Penalty: 5231.089355
	Iteration 36Q: 3 clusters Score -4317333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4317342.000000 Penalty: 5231.089355
	Iteration 37Q: 3 clusters Score -4317342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4317341.000000 Penalty: 5231.089355
	Iteration 38Q: 3 clusters Score -4317341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4317343.500000 Penalty: 5231.089355
	Iteration 39Q: 3 clusters Score -4317344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4317342.500000 Penalty: 5231.089355
	Iteration 40F: 3 clusters Score -4317342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4317345.000000 Penalty: 5231.089355
	Iteration 41Q: 3 clusters Score -4317345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4317346.000000 Penalty: 5231.089355
	Iteration 42Q: 3 clusters Score -4317346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4317346.000000 Penalty: 5231.089355
	Iteration 43Q: 3 clusters Score -4317346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4317346.000000 Penalty: 5231.089355
	Iteration 44F: 3 clusters Score -4317346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -490281.625000 Penalty: 2089.092773
	Iteration 0F: 2 clusters Score -490281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -486047.187500 Penalty: 4178.185547
	Iteration 0F: 3 clusters Score -486047.2 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -487256.000000 Penalty: 4178.185547
	Iteration 1F: 3 clusters Score -487256 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -487825.625000 Penalty: 4178.185547
	Iteration 2F: 3 clusters Score -487825.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -488312.312500 Penalty: 4178.185547
	Iteration 3F: 3 clusters Score -488312.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -488767.062500 Penalty: 4178.185547
	Iteration 4F: 3 clusters Score -488767.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -489214.968750 Penalty: 4178.185547
	Iteration 5F: 3 clusters Score -489215 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -489669.562500 Penalty: 4178.185547
	Iteration 6F: 3 clusters Score -489669.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -490093.625000 Penalty: 4178.185547
	Iteration 7Q: 3 clusters Score -490093.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -490398.125000 Penalty: 4178.185547
	Iteration 8Q: 3 clusters Score -490398.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -490620.718750 Penalty: 4178.185547
	Iteration 9Q: 3 clusters Score -490620.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -490802.937500 Penalty: 4178.185547
	Iteration 10Q: 3 clusters Score -490802.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -491066.218750 Penalty: 4178.185547
	Iteration 11Q: 3 clusters Score -491066.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -491586.593750 Penalty: 4178.185547
	Iteration 12Q: 3 clusters Score -491586.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -492142.625000 Penalty: 4178.185547
	Iteration 13Q: 3 clusters Score -492142.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -492276.187500 Penalty: 4178.185547
	Iteration 14Q: 3 clusters Score -492276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -492284.312500 Penalty: 4178.185547
	Iteration 15Q: 3 clusters Score -492284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -492284.562500 Penalty: 4178.185547
	Iteration 16Q: 3 clusters Score -492284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -492285.812500 Penalty: 4178.185547
	Iteration 17Q: 3 clusters Score -492285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -492285.812500 Penalty: 4178.185547
	Iteration 18F: 3 clusters Score -492285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Entering Unmasked Estep 
Score: -212191056.000000 Penalty: 255109.359375
Splitting cluster 16 changes total score from -212189776.000000 to -212191056.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 17 (15798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Entering Unmasked Estep 
Score: -1740120.250000 Penalty: 2397.574463
	Iteration 0F: 2 clusters Score -1740120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1728822.125000 Penalty: 4795.148926
	Iteration 0F: 3 clusters Score -1728822 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1732587.250000 Penalty: 4795.148926
	Iteration 1F: 3 clusters Score -1732587 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1733181.500000 Penalty: 4795.148926
	Iteration 2F: 3 clusters Score -1733182 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1733826.250000 Penalty: 4795.148926
	Iteration 3F: 3 clusters Score -1733826 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1734559.625000 Penalty: 4795.148926
	Iteration 4F: 3 clusters Score -1734560 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1735345.500000 Penalty: 4795.148926
	Iteration 5F: 3 clusters Score -1735346 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1736265.750000 Penalty: 4795.148926
	Iteration 6F: 3 clusters Score -1736266 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1737443.000000 Penalty: 4795.148926
	Iteration 7F: 3 clusters Score -1737443 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1739012.125000 Penalty: 4795.148926
	Iteration 8F: 3 clusters Score -1739012 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1740714.250000 Penalty: 4795.148926
	Iteration 9F: 3 clusters Score -1740714 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1742279.125000 Penalty: 4795.148926
	Iteration 10F: 3 clusters Score -1742279 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1743445.125000 Penalty: 4795.148926
	Iteration 11Q: 3 clusters Score -1743445 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1743987.250000 Penalty: 4795.148926
	Iteration 12Q: 3 clusters Score -1743987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1744157.250000 Penalty: 4795.148926
	Iteration 13Q: 3 clusters Score -1744157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1744184.750000 Penalty: 4795.148926
	Iteration 14Q: 3 clusters Score -1744185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1744189.000000 Penalty: 4795.148926
	Iteration 15Q: 3 clusters Score -1744189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1744194.375000 Penalty: 4795.148926
	Iteration 16Q: 3 clusters Score -1744194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1744193.875000 Penalty: 4795.148926
	Iteration 17Q: 3 clusters Score -1744194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1744191.000000 Penalty: 4795.148926
	Iteration 18Q: 3 clusters Score -1744191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1744189.500000 Penalty: 4795.148926
	Iteration 19Q: 3 clusters Score -1744190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1744191.125000 Penalty: 4795.148926
	Iteration 20F: 3 clusters Score -1744191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1744191.500000 Penalty: 4795.148926
	Iteration 21Q: 3 clusters Score -1744192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1744190.000000 Penalty: 4795.148926
	Iteration 22Q: 3 clusters Score -1744190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1744189.750000 Penalty: 4795.148926
	Iteration 23Q: 3 clusters Score -1744190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1744189.750000 Penalty: 4795.148926
	Iteration 24F: 3 clusters Score -1744190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Entering Unmasked Estep 
Score: -212193712.000000 Penalty: 258702.437500
Splitting cluster 17 changes total score from -212189776.000000 to -212193712.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 18 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -773618.875000 Penalty: 2223.307861
	Iteration 0F: 2 clusters Score -773618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -767380.500000 Penalty: 4446.615723
	Iteration 0F: 3 clusters Score -767380.5 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -769361.312500 Penalty: 4446.615723
	Iteration 1F: 3 clusters Score -769361.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -770092.562500 Penalty: 4446.615723
	Iteration 2F: 3 clusters Score -770092.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -770775.312500 Penalty: 4446.615723
	Iteration 3F: 3 clusters Score -770775.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -771389.062500 Penalty: 4446.615723
	Iteration 4F: 3 clusters Score -771389.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -771828.812500 Penalty: 4446.615723
	Iteration 5F: 3 clusters Score -771828.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -772117.687500 Penalty: 4446.615723
	Iteration 6Q: 3 clusters Score -772117.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -772328.687500 Penalty: 4446.615723
	Iteration 7Q: 3 clusters Score -772328.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -772507.812500 Penalty: 4446.615723
	Iteration 8Q: 3 clusters Score -772507.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -772732.750000 Penalty: 4446.615723
	Iteration 9Q: 3 clusters Score -772732.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -772883.500000 Penalty: 4446.615723
	Iteration 10Q: 3 clusters Score -772883.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -772998.875000 Penalty: 4446.615723
	Iteration 11Q: 3 clusters Score -772998.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -773136.250000 Penalty: 4446.615723
	Iteration 12Q: 3 clusters Score -773136.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -773298.500000 Penalty: 4446.615723
	Iteration 13Q: 3 clusters Score -773298.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -773431.500000 Penalty: 4446.615723
	Iteration 14Q: 3 clusters Score -773431.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -773526.750000 Penalty: 4446.615723
	Iteration 15Q: 3 clusters Score -773526.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -773611.375000 Penalty: 4446.615723
	Iteration 16Q: 3 clusters Score -773611.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -773692.562500 Penalty: 4446.615723
	Iteration 17Q: 3 clusters Score -773692.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -773747.562500 Penalty: 4446.615723
	Iteration 18Q: 3 clusters Score -773747.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -773787.000000 Penalty: 4446.615723
	Iteration 19Q: 3 clusters Score -773787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -773810.625000 Penalty: 4446.615723
	Iteration 20F: 3 clusters Score -773810.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -773823.437500 Penalty: 4446.615723
	Iteration 21Q: 3 clusters Score -773823.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -773835.000000 Penalty: 4446.615723
	Iteration 22Q: 3 clusters Score -773835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -773844.937500 Penalty: 4446.615723
	Iteration 23Q: 3 clusters Score -773844.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -773852.312500 Penalty: 4446.615723
	Iteration 24Q: 3 clusters Score -773852.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -773858.375000 Penalty: 4446.615723
	Iteration 25Q: 3 clusters Score -773858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -773866.437500 Penalty: 4446.615723
	Iteration 26Q: 3 clusters Score -773866.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -773872.500000 Penalty: 4446.615723
	Iteration 27Q: 3 clusters Score -773872.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -773875.187500 Penalty: 4446.615723
	Iteration 28Q: 3 clusters Score -773875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -773877.187500 Penalty: 4446.615723
	Iteration 29Q: 3 clusters Score -773877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -773876.500000 Penalty: 4446.615723
	Iteration 30Q: 3 clusters Score -773876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -773877.000000 Penalty: 4446.615723
	Iteration 31Q: 3 clusters Score -773877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -773877.000000 Penalty: 4446.615723
	Iteration 32F: 3 clusters Score -773877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Entering Unmasked Estep 
Score: -212192528.000000 Penalty: 262295.531250
Splitting cluster 18 changes total score from -212189776.000000 to -212192528.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 19 (62095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Entering Unmasked Estep 
Score: -7135637.500000 Penalty: 2737.032471
	Iteration 0F: 2 clusters Score -7135638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -7093812.500000 Penalty: 5474.064941
	Iteration 0F: 3 clusters Score -7093812 nChanged 28911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7110220.500000 Penalty: 5474.064941
	Iteration 1F: 3 clusters Score -7110220 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -7111059.500000 Penalty: 5474.064941
	Iteration 2Q: 3 clusters Score -7111060 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -7112262.000000 Penalty: 5474.064941
	Iteration 3Q: 3 clusters Score -7112262 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -7114031.500000 Penalty: 5474.064941
	Iteration 4F: 3 clusters Score -7114032 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -7116581.500000 Penalty: 5474.064941
	Iteration 5F: 3 clusters Score -7116582 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -7119706.000000 Penalty: 5474.064941
	Iteration 6F: 3 clusters Score -7119706 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -7123103.000000 Penalty: 5474.064941
	Iteration 7F: 3 clusters Score -7123103 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -7126185.000000 Penalty: 5474.064941
	Iteration 8F: 3 clusters Score -7126185 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -7128623.000000 Penalty: 5474.064941
	Iteration 9Q: 3 clusters Score -7128623 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7130370.000000 Penalty: 5474.064941
	Iteration 10Q: 3 clusters Score -7130370 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -7131411.500000 Penalty: 5474.064941
	Iteration 11Q: 3 clusters Score -7131412 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7132059.000000 Penalty: 5474.064941
	Iteration 12Q: 3 clusters Score -7132059 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7132459.000000 Penalty: 5474.064941
	Iteration 13Q: 3 clusters Score -7132459 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7132654.000000 Penalty: 5474.064941
	Iteration 14Q: 3 clusters Score -7132654 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7132843.000000 Penalty: 5474.064941
	Iteration 15Q: 3 clusters Score -7132843 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7132968.500000 Penalty: 5474.064941
	Iteration 16Q: 3 clusters Score -7132968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7132999.500000 Penalty: 5474.064941
	Iteration 17Q: 3 clusters Score -7133000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7133039.000000 Penalty: 5474.064941
	Iteration 18Q: 3 clusters Score -7133039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7133073.500000 Penalty: 5474.064941
	Iteration 19Q: 3 clusters Score -7133074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7133108.500000 Penalty: 5474.064941
	Iteration 20F: 3 clusters Score -7133108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7133137.000000 Penalty: 5474.064941
	Iteration 21Q: 3 clusters Score -7133137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7133162.500000 Penalty: 5474.064941
	Iteration 22Q: 3 clusters Score -7133162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7133166.000000 Penalty: 5474.064941
	Iteration 23Q: 3 clusters Score -7133166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7133191.500000 Penalty: 5474.064941
	Iteration 24Q: 3 clusters Score -7133192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7133194.000000 Penalty: 5474.064941
	Iteration 25Q: 3 clusters Score -7133194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7133188.000000 Penalty: 5474.064941
	Iteration 26Q: 3 clusters Score -7133188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7133201.000000 Penalty: 5474.064941
	Iteration 27Q: 3 clusters Score -7133201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7133211.500000 Penalty: 5474.064941
	Iteration 28Q: 3 clusters Score -7133212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7133223.000000 Penalty: 5474.064941
	Iteration 29Q: 3 clusters Score -7133223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7133221.000000 Penalty: 5474.064941
	Iteration 30Q: 3 clusters Score -7133221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7133231.500000 Penalty: 5474.064941
	Iteration 31Q: 3 clusters Score -7133232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7133240.000000 Penalty: 5474.064941
	Iteration 32Q: 3 clusters Score -7133240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7133255.000000 Penalty: 5474.064941
	Iteration 33Q: 3 clusters Score -7133255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7133266.000000 Penalty: 5474.064941
	Iteration 34Q: 3 clusters Score -7133266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7133261.500000 Penalty: 5474.064941
	Iteration 35Q: 3 clusters Score -7133262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7133265.000000 Penalty: 5474.064941
	Iteration 36Q: 3 clusters Score -7133265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7133259.000000 Penalty: 5474.064941
	Iteration 37Q: 3 clusters Score -7133259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7133275.000000 Penalty: 5474.064941
	Iteration 38Q: 3 clusters Score -7133275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7133270.000000 Penalty: 5474.064941
	Iteration 39Q: 3 clusters Score -7133270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7133269.000000 Penalty: 5474.064941
	Iteration 40F: 3 clusters Score -7133269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7133280.000000 Penalty: 5474.064941
	Iteration 41Q: 3 clusters Score -7133280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7133281.000000 Penalty: 5474.064941
	Iteration 42Q: 3 clusters Score -7133281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7133290.000000 Penalty: 5474.064941
	Iteration 43Q: 3 clusters Score -7133290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7133284.500000 Penalty: 5474.064941
	Iteration 44Q: 3 clusters Score -7133284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7133300.500000 Penalty: 5474.064941
	Iteration 45Q: 3 clusters Score -7133300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7133299.000000 Penalty: 5474.064941
	Iteration 46Q: 3 clusters Score -7133299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7133304.500000 Penalty: 5474.064941
	Iteration 47Q: 3 clusters Score -7133304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7133301.500000 Penalty: 5474.064941
	Iteration 48Q: 3 clusters Score -7133302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7133301.500000 Penalty: 5474.064941
	Iteration 49Q: 3 clusters Score -7133302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7133305.000000 Penalty: 5474.064941
	Iteration 50Q: 3 clusters Score -7133305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7133301.000000 Penalty: 5474.064941
	Iteration 51Q: 3 clusters Score -7133301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7133305.500000 Penalty: 5474.064941
	Iteration 52Q: 3 clusters Score -7133306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7133298.500000 Penalty: 5474.064941
	Iteration 53Q: 3 clusters Score -7133298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7133311.500000 Penalty: 5474.064941
	Iteration 54Q: 3 clusters Score -7133312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7133311.000000 Penalty: 5474.064941
	Iteration 55Q: 3 clusters Score -7133311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7133304.500000 Penalty: 5474.064941
	Iteration 56Q: 3 clusters Score -7133304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7133304.500000 Penalty: 5474.064941
	Iteration 57F: 3 clusters Score -7133304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -893610.625000 Penalty: 2223.307861
	Iteration 0F: 2 clusters Score -893610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -887299.312500 Penalty: 4446.615723
	Iteration 0F: 3 clusters Score -887299.3 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -889097.062500 Penalty: 4446.615723
	Iteration 1F: 3 clusters Score -889097.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -889414.375000 Penalty: 4446.615723
	Iteration 2F: 3 clusters Score -889414.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -889631.312500 Penalty: 4446.615723
	Iteration 3F: 3 clusters Score -889631.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -889802.875000 Penalty: 4446.615723
	Iteration 4Q: 3 clusters Score -889802.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -889948.875000 Penalty: 4446.615723
	Iteration 5Q: 3 clusters Score -889948.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -890080.500000 Penalty: 4446.615723
	Iteration 6Q: 3 clusters Score -890080.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -890175.937500 Penalty: 4446.615723
	Iteration 7Q: 3 clusters Score -890175.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -890265.625000 Penalty: 4446.615723
	Iteration 8Q: 3 clusters Score -890265.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -890351.000000 Penalty: 4446.615723
	Iteration 9Q: 3 clusters Score -890351 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -890447.937500 Penalty: 4446.615723
	Iteration 10Q: 3 clusters Score -890447.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -890564.125000 Penalty: 4446.615723
	Iteration 11Q: 3 clusters Score -890564.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -890671.375000 Penalty: 4446.615723
	Iteration 12Q: 3 clusters Score -890671.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -890774.562500 Penalty: 4446.615723
	Iteration 13Q: 3 clusters Score -890774.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -890882.062500 Penalty: 4446.615723
	Iteration 14Q: 3 clusters Score -890882.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -890974.062500 Penalty: 4446.615723
	Iteration 15Q: 3 clusters Score -890974.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -891055.000000 Penalty: 4446.615723
	Iteration 16Q: 3 clusters Score -891055 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -891143.250000 Penalty: 4446.615723
	Iteration 17Q: 3 clusters Score -891143.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -891221.812500 Penalty: 4446.615723
	Iteration 18Q: 3 clusters Score -891221.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -891295.437500 Penalty: 4446.615723
	Iteration 19Q: 3 clusters Score -891295.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -891354.500000 Penalty: 4446.615723
	Iteration 20F: 3 clusters Score -891354.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -891407.187500 Penalty: 4446.615723
	Iteration 21Q: 3 clusters Score -891407.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -891453.000000 Penalty: 4446.615723
	Iteration 22Q: 3 clusters Score -891453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -891494.125000 Penalty: 4446.615723
	Iteration 23Q: 3 clusters Score -891494.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -891544.125000 Penalty: 4446.615723
	Iteration 24Q: 3 clusters Score -891544.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -891589.562500 Penalty: 4446.615723
	Iteration 25Q: 3 clusters Score -891589.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -891625.812500 Penalty: 4446.615723
	Iteration 26Q: 3 clusters Score -891625.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -891654.312500 Penalty: 4446.615723
	Iteration 27Q: 3 clusters Score -891654.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -891667.562500 Penalty: 4446.615723
	Iteration 28Q: 3 clusters Score -891667.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -891687.062500 Penalty: 4446.615723
	Iteration 29Q: 3 clusters Score -891687.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -891712.437500 Penalty: 4446.615723
	Iteration 30Q: 3 clusters Score -891712.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -891738.250000 Penalty: 4446.615723
	Iteration 31Q: 3 clusters Score -891738.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -891755.875000 Penalty: 4446.615723
	Iteration 32Q: 3 clusters Score -891755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -891774.437500 Penalty: 4446.615723
	Iteration 33Q: 3 clusters Score -891774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -891795.437500 Penalty: 4446.615723
	Iteration 34Q: 3 clusters Score -891795.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -891813.125000 Penalty: 4446.615723
	Iteration 35Q: 3 clusters Score -891813.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -891826.000000 Penalty: 4446.615723
	Iteration 36Q: 3 clusters Score -891826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -891842.125000 Penalty: 4446.615723
	Iteration 37Q: 3 clusters Score -891842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -891849.500000 Penalty: 4446.615723
	Iteration 38Q: 3 clusters Score -891849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -891852.125000 Penalty: 4446.615723
	Iteration 39Q: 3 clusters Score -891852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -891857.750000 Penalty: 4446.615723
	Iteration 40F: 3 clusters Score -891857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -891857.062500 Penalty: 4446.615723
	Iteration 41Q: 3 clusters Score -891857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -891860.687500 Penalty: 4446.615723
	Iteration 42Q: 3 clusters Score -891860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -891860.500000 Penalty: 4446.615723
	Iteration 43Q: 3 clusters Score -891860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -891861.750000 Penalty: 4446.615723
	Iteration 44Q: 3 clusters Score -891861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -891861.750000 Penalty: 4446.615723
	Iteration 45F: 3 clusters Score -891861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -67744.929688 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -67744.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66156.546875 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -66156.55 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66740.406250 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -66740.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67311.625000 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -67311.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67699.101562 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -67699.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68405.015625 Penalty: 3259.157959
	Iteration 4F: 3 clusters Score -68405.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68573.687500 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -68573.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68725.859375 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -68725.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68772.101562 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -68772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68801.390625 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -68801.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68875.203125 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -68875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68875.203125 Penalty: 3259.157959
	Iteration 10F: 3 clusters Score -68875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 31946 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Entering Unmasked Estep 
Score: -212191984.000000 Penalty: 265888.625000
Splitting cluster 21 changes total score from -212189776.000000 to -212191984.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 22 (13141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Entering Unmasked Estep 
Score: -1467563.250000 Penalty: 2351.906250
	Iteration 0F: 2 clusters Score -1467563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1458003.875000 Penalty: 4703.812500
	Iteration 0F: 3 clusters Score -1458004 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1461003.000000 Penalty: 4703.812500
	Iteration 1F: 3 clusters Score -1461003 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1461432.625000 Penalty: 4703.812500
	Iteration 2F: 3 clusters Score -1461433 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1461817.125000 Penalty: 4703.812500
	Iteration 3F: 3 clusters Score -1461817 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1462246.000000 Penalty: 4703.812500
	Iteration 4F: 3 clusters Score -1462246 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1462790.250000 Penalty: 4703.812500
	Iteration 5F: 3 clusters Score -1462790 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1463514.625000 Penalty: 4703.812500
	Iteration 6F: 3 clusters Score -1463515 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1464245.625000 Penalty: 4703.812500
	Iteration 7F: 3 clusters Score -1464246 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1464828.500000 Penalty: 4703.812500
	Iteration 8F: 3 clusters Score -1464828 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1465248.750000 Penalty: 4703.812500
	Iteration 9Q: 3 clusters Score -1465249 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1465485.375000 Penalty: 4703.812500
	Iteration 10Q: 3 clusters Score -1465485 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1465647.000000 Penalty: 4703.812500
	Iteration 11Q: 3 clusters Score -1465647 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1465759.000000 Penalty: 4703.812500
	Iteration 12Q: 3 clusters Score -1465759 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1465822.000000 Penalty: 4703.812500
	Iteration 13Q: 3 clusters Score -1465822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1465863.500000 Penalty: 4703.812500
	Iteration 14Q: 3 clusters Score -1465864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1465897.000000 Penalty: 4703.812500
	Iteration 15Q: 3 clusters Score -1465897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1465907.375000 Penalty: 4703.812500
	Iteration 16Q: 3 clusters Score -1465907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1465923.000000 Penalty: 4703.812500
	Iteration 17Q: 3 clusters Score -1465923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1465932.250000 Penalty: 4703.812500
	Iteration 18Q: 3 clusters Score -1465932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1465938.625000 Penalty: 4703.812500
	Iteration 19Q: 3 clusters Score -1465939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1465940.375000 Penalty: 4703.812500
	Iteration 20F: 3 clusters Score -1465940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1465946.500000 Penalty: 4703.812500
	Iteration 21Q: 3 clusters Score -1465946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1465950.125000 Penalty: 4703.812500
	Iteration 22Q: 3 clusters Score -1465950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1465951.250000 Penalty: 4703.812500
	Iteration 23Q: 3 clusters Score -1465951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1465954.125000 Penalty: 4703.812500
	Iteration 24Q: 3 clusters Score -1465954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1465954.875000 Penalty: 4703.812500
	Iteration 25Q: 3 clusters Score -1465955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1465955.875000 Penalty: 4703.812500
	Iteration 26Q: 3 clusters Score -1465956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1465957.000000 Penalty: 4703.812500
	Iteration 27Q: 3 clusters Score -1465957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1465957.625000 Penalty: 4703.812500
	Iteration 28Q: 3 clusters Score -1465958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1465954.500000 Penalty: 4703.812500
	Iteration 29Q: 3 clusters Score -1465954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1465956.750000 Penalty: 4703.812500
	Iteration 30Q: 3 clusters Score -1465957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1465956.500000 Penalty: 4703.812500
	Iteration 31Q: 3 clusters Score -1465956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1465958.125000 Penalty: 4703.812500
	Iteration 32Q: 3 clusters Score -1465958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1465959.500000 Penalty: 4703.812500
	Iteration 33Q: 3 clusters Score -1465960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1465961.375000 Penalty: 4703.812500
	Iteration 34Q: 3 clusters Score -1465961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1465962.875000 Penalty: 4703.812500
	Iteration 35Q: 3 clusters Score -1465963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1465963.375000 Penalty: 4703.812500
	Iteration 36Q: 3 clusters Score -1465963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1465964.000000 Penalty: 4703.812500
	Iteration 37Q: 3 clusters Score -1465964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1465966.375000 Penalty: 4703.812500
	Iteration 38Q: 3 clusters Score -1465966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1465965.250000 Penalty: 4703.812500
	Iteration 39Q: 3 clusters Score -1465965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1465964.250000 Penalty: 4703.812500
	Iteration 40F: 3 clusters Score -1465964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Entering Unmasked Estep 
Score: -3642883.750000 Penalty: 2572.207031
	Iteration 0F: 2 clusters Score -3642884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3621014.250000 Penalty: 5144.414062
	Iteration 0F: 3 clusters Score -3621014 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3629223.750000 Penalty: 5144.414062
	Iteration 1F: 3 clusters Score -3629224 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3630090.250000 Penalty: 5144.414062
	Iteration 2F: 3 clusters Score -3630090 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3631165.000000 Penalty: 5144.414062
	Iteration 3F: 3 clusters Score -3631165 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3632468.250000 Penalty: 5144.414062
	Iteration 4F: 3 clusters Score -3632468 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3633924.750000 Penalty: 5144.414062
	Iteration 5F: 3 clusters Score -3633925 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3635645.250000 Penalty: 5144.414062
	Iteration 6F: 3 clusters Score -3635645 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3637686.000000 Penalty: 5144.414062
	Iteration 7F: 3 clusters Score -3637686 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3640317.750000 Penalty: 5144.414062
	Iteration 8F: 3 clusters Score -3640318 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3643776.000000 Penalty: 5144.414062
	Iteration 9F: 3 clusters Score -3643776 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3646192.250000 Penalty: 5144.414062
	Iteration 10Q: 3 clusters Score -3646192 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3647118.500000 Penalty: 5144.414062
	Iteration 11Q: 3 clusters Score -3647118 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3647669.250000 Penalty: 5144.414062
	Iteration 12Q: 3 clusters Score -3647669 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3648081.000000 Penalty: 5144.414062
	Iteration 13Q: 3 clusters Score -3648081 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3648416.000000 Penalty: 5144.414062
	Iteration 14Q: 3 clusters Score -3648416 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3648707.500000 Penalty: 5144.414062
	Iteration 15Q: 3 clusters Score -3648708 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3648943.250000 Penalty: 5144.414062
	Iteration 16Q: 3 clusters Score -3648943 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3649182.000000 Penalty: 5144.414062
	Iteration 17Q: 3 clusters Score -3649182 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3649341.500000 Penalty: 5144.414062
	Iteration 18Q: 3 clusters Score -3649342 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3649492.500000 Penalty: 5144.414062
	Iteration 19Q: 3 clusters Score -3649492 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3649672.500000 Penalty: 5144.414062
	Iteration 20F: 3 clusters Score -3649672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3649838.000000 Penalty: 5144.414062
	Iteration 21Q: 3 clusters Score -3649838 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3649939.750000 Penalty: 5144.414062
	Iteration 22Q: 3 clusters Score -3649940 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3650041.250000 Penalty: 5144.414062
	Iteration 23Q: 3 clusters Score -3650041 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3650140.000000 Penalty: 5144.414062
	Iteration 24Q: 3 clusters Score -3650140 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3650225.500000 Penalty: 5144.414062
	Iteration 25Q: 3 clusters Score -3650226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3650278.250000 Penalty: 5144.414062
	Iteration 26Q: 3 clusters Score -3650278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3650305.250000 Penalty: 5144.414062
	Iteration 27Q: 3 clusters Score -3650305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3650328.500000 Penalty: 5144.414062
	Iteration 28Q: 3 clusters Score -3650328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3650326.500000 Penalty: 5144.414062
	Iteration 29Q: 3 clusters Score -3650326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3650323.250000 Penalty: 5144.414062
	Iteration 30Q: 3 clusters Score -3650323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3650325.500000 Penalty: 5144.414062
	Iteration 31Q: 3 clusters Score -3650326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3650338.750000 Penalty: 5144.414062
	Iteration 32Q: 3 clusters Score -3650339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3650345.000000 Penalty: 5144.414062
	Iteration 33Q: 3 clusters Score -3650345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3650343.500000 Penalty: 5144.414062
	Iteration 34Q: 3 clusters Score -3650344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3650344.000000 Penalty: 5144.414062
	Iteration 35Q: 3 clusters Score -3650344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3650350.500000 Penalty: 5144.414062
	Iteration 36Q: 3 clusters Score -3650350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3650351.000000 Penalty: 5144.414062
	Iteration 37Q: 3 clusters Score -3650351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3650352.250000 Penalty: 5144.414062
	Iteration 38Q: 3 clusters Score -3650352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3650354.500000 Penalty: 5144.414062
	Iteration 39Q: 3 clusters Score -3650354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3650348.750000 Penalty: 5144.414062
	Iteration 40F: 3 clusters Score -3650349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3650350.000000 Penalty: 5144.414062
	Iteration 41Q: 3 clusters Score -3650350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3650351.000000 Penalty: 5144.414062
	Iteration 42Q: 3 clusters Score -3650351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3650350.000000 Penalty: 5144.414062
	Iteration 43Q: 3 clusters Score -3650350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3650348.250000 Penalty: 5144.414062
	Iteration 44Q: 3 clusters Score -3650348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3650349.000000 Penalty: 5144.414062
	Iteration 45Q: 3 clusters Score -3650349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3650350.750000 Penalty: 5144.414062
	Iteration 46Q: 3 clusters Score -3650351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3650350.750000 Penalty: 5144.414062
	Iteration 47F: 3 clusters Score -3650351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 47402 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Entering Unmasked Estep 
Score: -212195632.000000 Penalty: 269481.718750
Splitting cluster 23 changes total score from -212189776.000000 to -212195632.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 24 (37499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Entering Unmasked Estep 
Score: -3849190.000000 Penalty: 2611.953125
	Iteration 0F: 2 clusters Score -3849190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3823617.750000 Penalty: 5223.906250
	Iteration 0F: 3 clusters Score -3823618 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3833747.000000 Penalty: 5223.906250
	Iteration 1F: 3 clusters Score -3833747 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3834956.000000 Penalty: 5223.906250
	Iteration 2F: 3 clusters Score -3834956 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3836436.750000 Penalty: 5223.906250
	Iteration 3F: 3 clusters Score -3836437 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3838282.500000 Penalty: 5223.906250
	Iteration 4F: 3 clusters Score -3838282 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3840143.250000 Penalty: 5223.906250
	Iteration 5F: 3 clusters Score -3840143 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3841696.750000 Penalty: 5223.906250
	Iteration 6F: 3 clusters Score -3841697 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3842747.750000 Penalty: 5223.906250
	Iteration 7F: 3 clusters Score -3842748 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3843436.500000 Penalty: 5223.906250
	Iteration 8Q: 3 clusters Score -3843436 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3843888.000000 Penalty: 5223.906250
	Iteration 9Q: 3 clusters Score -3843888 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3844112.500000 Penalty: 5223.906250
	Iteration 10Q: 3 clusters Score -3844112 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3844270.000000 Penalty: 5223.906250
	Iteration 11Q: 3 clusters Score -3844270 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3844348.250000 Penalty: 5223.906250
	Iteration 12Q: 3 clusters Score -3844348 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3844406.500000 Penalty: 5223.906250
	Iteration 13Q: 3 clusters Score -3844406 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3844414.750000 Penalty: 5223.906250
	Iteration 14Q: 3 clusters Score -3844415 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3844474.750000 Penalty: 5223.906250
	Iteration 15Q: 3 clusters Score -3844475 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3844511.250000 Penalty: 5223.906250
	Iteration 16Q: 3 clusters Score -3844511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3844563.250000 Penalty: 5223.906250
	Iteration 17Q: 3 clusters Score -3844563 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3844596.500000 Penalty: 5223.906250
	Iteration 18Q: 3 clusters Score -3844596 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3844620.000000 Penalty: 5223.906250
	Iteration 19Q: 3 clusters Score -3844620 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3844665.250000 Penalty: 5223.906250
	Iteration 20F: 3 clusters Score -3844665 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3844708.750000 Penalty: 5223.906250
	Iteration 21Q: 3 clusters Score -3844709 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3844779.500000 Penalty: 5223.906250
	Iteration 22Q: 3 clusters Score -3844780 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3844830.500000 Penalty: 5223.906250
	Iteration 23Q: 3 clusters Score -3844830 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3844899.750000 Penalty: 5223.906250
	Iteration 24Q: 3 clusters Score -3844900 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3845006.500000 Penalty: 5223.906250
	Iteration 25Q: 3 clusters Score -3845006 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3845074.250000 Penalty: 5223.906250
	Iteration 26Q: 3 clusters Score -3845074 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3845215.250000 Penalty: 5223.906250
	Iteration 27Q: 3 clusters Score -3845215 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3845342.500000 Penalty: 5223.906250
	Iteration 28Q: 3 clusters Score -3845342 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3845496.000000 Penalty: 5223.906250
	Iteration 29Q: 3 clusters Score -3845496 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3845661.750000 Penalty: 5223.906250
	Iteration 30Q: 3 clusters Score -3845662 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3845812.000000 Penalty: 5223.906250
	Iteration 31Q: 3 clusters Score -3845812 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3846000.000000 Penalty: 5223.906250
	Iteration 32Q: 3 clusters Score -3846000 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3846188.250000 Penalty: 5223.906250
	Iteration 33Q: 3 clusters Score -3846188 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3846339.750000 Penalty: 5223.906250
	Iteration 34Q: 3 clusters Score -3846340 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3846484.750000 Penalty: 5223.906250
	Iteration 35Q: 3 clusters Score -3846485 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3846648.750000 Penalty: 5223.906250
	Iteration 36Q: 3 clusters Score -3846649 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3846792.500000 Penalty: 5223.906250
	Iteration 37Q: 3 clusters Score -3846792 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3846950.750000 Penalty: 5223.906250
	Iteration 38Q: 3 clusters Score -3846951 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3847086.750000 Penalty: 5223.906250
	Iteration 39Q: 3 clusters Score -3847087 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3847212.250000 Penalty: 5223.906250
	Iteration 40F: 3 clusters Score -3847212 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3847324.000000 Penalty: 5223.906250
	Iteration 41Q: 3 clusters Score -3847324 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3847413.500000 Penalty: 5223.906250
	Iteration 42Q: 3 clusters Score -3847414 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -3847510.000000 Penalty: 5223.906250
	Iteration 43Q: 3 clusters Score -3847510 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3847560.000000 Penalty: 5223.906250
	Iteration 44Q: 3 clusters Score -3847560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -3847619.500000 Penalty: 5223.906250
	Iteration 45Q: 3 clusters Score -3847620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -3847681.750000 Penalty: 5223.906250
	Iteration 46Q: 3 clusters Score -3847682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -3847733.250000 Penalty: 5223.906250
	Iteration 47Q: 3 clusters Score -3847733 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -3847787.000000 Penalty: 5223.906250
	Iteration 48Q: 3 clusters Score -3847787 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3847836.500000 Penalty: 5223.906250
	Iteration 49Q: 3 clusters Score -3847836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -3847894.250000 Penalty: 5223.906250
	Iteration 50Q: 3 clusters Score -3847894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -3847929.000000 Penalty: 5223.906250
	Iteration 51Q: 3 clusters Score -3847929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -3847953.000000 Penalty: 5223.906250
	Iteration 52Q: 3 clusters Score -3847953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3847980.250000 Penalty: 5223.906250
	Iteration 53Q: 3 clusters Score -3847980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -3847991.750000 Penalty: 5223.906250
	Iteration 54Q: 3 clusters Score -3847992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -3848020.750000 Penalty: 5223.906250
	Iteration 55Q: 3 clusters Score -3848021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -3848036.500000 Penalty: 5223.906250
	Iteration 56Q: 3 clusters Score -3848036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -3848064.250000 Penalty: 5223.906250
	Iteration 57Q: 3 clusters Score -3848064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -3848093.750000 Penalty: 5223.906250
	Iteration 58Q: 3 clusters Score -3848094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -3848128.000000 Penalty: 5223.906250
	Iteration 59Q: 3 clusters Score -3848128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -3848162.250000 Penalty: 5223.906250
	Iteration 60F: 3 clusters Score -3848162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3848180.750000 Penalty: 5223.906250
	Iteration 61Q: 3 clusters Score -3848181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3848209.750000 Penalty: 5223.906250
	Iteration 62Q: 3 clusters Score -3848210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3848239.250000 Penalty: 5223.906250
	Iteration 63Q: 3 clusters Score -3848239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -3848256.750000 Penalty: 5223.906250
	Iteration 64Q: 3 clusters Score -3848257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3848259.250000 Penalty: 5223.906250
	Iteration 65Q: 3 clusters Score -3848259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3848257.750000 Penalty: 5223.906250
	Iteration 66Q: 3 clusters Score -3848258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3848267.750000 Penalty: 5223.906250
	Iteration 67Q: 3 clusters Score -3848268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -3848274.250000 Penalty: 5223.906250
	Iteration 68Q: 3 clusters Score -3848274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -3848279.000000 Penalty: 5223.906250
	Iteration 69Q: 3 clusters Score -3848279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3848284.250000 Penalty: 5223.906250
	Iteration 70Q: 3 clusters Score -3848284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -3848286.000000 Penalty: 5223.906250
	Iteration 71Q: 3 clusters Score -3848286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3848282.000000 Penalty: 5223.906250
	Iteration 72Q: 3 clusters Score -3848282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -3848284.250000 Penalty: 5223.906250
	Iteration 73Q: 3 clusters Score -3848284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -3848284.750000 Penalty: 5223.906250
	Iteration 74Q: 3 clusters Score -3848285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3848284.750000 Penalty: 5223.906250
	Iteration 75Q: 3 clusters Score -3848285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3848288.750000 Penalty: 5223.906250
	Iteration 76Q: 3 clusters Score -3848289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3848287.250000 Penalty: 5223.906250
	Iteration 77Q: 3 clusters Score -3848287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3848283.500000 Penalty: 5223.906250
	Iteration 78Q: 3 clusters Score -3848284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -3848286.000000 Penalty: 5223.906250
	Iteration 79Q: 3 clusters Score -3848286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -3848288.250000 Penalty: 5223.906250
	Iteration 80F: 3 clusters Score -3848288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -614932.937500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -614932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -610111.562500 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -610111.6 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -611505.625000 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -611505.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -611997.375000 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -611997.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -612616.437500 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -612616.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -613291.187500 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -613291.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -613720.500000 Penalty: 4270.356934
	Iteration 5F: 3 clusters Score -613720.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -613961.000000 Penalty: 4270.356934
	Iteration 6F: 3 clusters Score -613961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -614083.687500 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -614083.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -614173.625000 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -614173.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -614230.625000 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -614230.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -614272.375000 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -614272.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -614301.187500 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -614301.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -614324.312500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -614324.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -614343.187500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -614343.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -614360.875000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -614360.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -614372.625000 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -614372.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -614383.625000 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -614383.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -614389.437500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -614389.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -614393.187500 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -614393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -614395.312500 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -614395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -614396.937500 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -614396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -614397.000000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -614397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -614398.687500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -614398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -614399.750000 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -614399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -614400.437500 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -614400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -614400.062500 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -614400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -614401.750000 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -614401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -614403.375000 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -614403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -614405.500000 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -614405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -614405.562500 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -614405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -614406.625000 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -614406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -614408.500000 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -614408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -614410.812500 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -614410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -614410.812500 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -614410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -614413.500000 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -614413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -614416.250000 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -614416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -614417.375000 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -614417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -614419.250000 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -614419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -614419.625000 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -614419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -614421.250000 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -614421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -614421.250000 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -614421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (47402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Entering Unmasked Estep 
Score: -5353878.500000 Penalty: 2670.072021
	Iteration 0F: 2 clusters Score -5353878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5321804.500000 Penalty: 5340.144043
	Iteration 0F: 3 clusters Score -5321804 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -5334479.000000 Penalty: 5340.144043
	Iteration 1F: 3 clusters Score -5334479 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5335522.500000 Penalty: 5340.144043
	Iteration 2F: 3 clusters Score -5335522 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5336795.000000 Penalty: 5340.144043
	Iteration 3F: 3 clusters Score -5336795 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5338573.000000 Penalty: 5340.144043
	Iteration 4F: 3 clusters Score -5338573 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -5340678.500000 Penalty: 5340.144043
	Iteration 5F: 3 clusters Score -5340678 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5342903.000000 Penalty: 5340.144043
	Iteration 6F: 3 clusters Score -5342903 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -5344758.500000 Penalty: 5340.144043
	Iteration 7F: 3 clusters Score -5344758 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5346229.000000 Penalty: 5340.144043
	Iteration 8F: 3 clusters Score -5346229 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5347752.500000 Penalty: 5340.144043
	Iteration 9Q: 3 clusters Score -5347752 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5349265.500000 Penalty: 5340.144043
	Iteration 10Q: 3 clusters Score -5349266 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5350720.000000 Penalty: 5340.144043
	Iteration 11Q: 3 clusters Score -5350720 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5352054.500000 Penalty: 5340.144043
	Iteration 12Q: 3 clusters Score -5352054 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5353170.500000 Penalty: 5340.144043
	Iteration 13Q: 3 clusters Score -5353170 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5354049.000000 Penalty: 5340.144043
	Iteration 14Q: 3 clusters Score -5354049 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5354737.000000 Penalty: 5340.144043
	Iteration 15Q: 3 clusters Score -5354737 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5355288.500000 Penalty: 5340.144043
	Iteration 16Q: 3 clusters Score -5355288 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5355706.000000 Penalty: 5340.144043
	Iteration 17Q: 3 clusters Score -5355706 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5356004.500000 Penalty: 5340.144043
	Iteration 18Q: 3 clusters Score -5356004 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -5356183.500000 Penalty: 5340.144043
	Iteration 19Q: 3 clusters Score -5356184 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5356308.500000 Penalty: 5340.144043
	Iteration 20F: 3 clusters Score -5356308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -5356375.500000 Penalty: 5340.144043
	Iteration 21Q: 3 clusters Score -5356376 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -5356422.500000 Penalty: 5340.144043
	Iteration 22Q: 3 clusters Score -5356422 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5356432.500000 Penalty: 5340.144043
	Iteration 23Q: 3 clusters Score -5356432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -5356436.000000 Penalty: 5340.144043
	Iteration 24Q: 3 clusters Score -5356436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5356462.000000 Penalty: 5340.144043
	Iteration 25Q: 3 clusters Score -5356462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5356479.500000 Penalty: 5340.144043
	Iteration 26Q: 3 clusters Score -5356480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5356493.000000 Penalty: 5340.144043
	Iteration 27Q: 3 clusters Score -5356493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5356490.500000 Penalty: 5340.144043
	Iteration 28Q: 3 clusters Score -5356490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5356483.000000 Penalty: 5340.144043
	Iteration 29Q: 3 clusters Score -5356483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5356490.000000 Penalty: 5340.144043
	Iteration 30Q: 3 clusters Score -5356490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -5356488.500000 Penalty: 5340.144043
	Iteration 31Q: 3 clusters Score -5356488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5356489.000000 Penalty: 5340.144043
	Iteration 32Q: 3 clusters Score -5356489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5356499.000000 Penalty: 5340.144043
	Iteration 33Q: 3 clusters Score -5356499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -5356499.000000 Penalty: 5340.144043
	Iteration 34Q: 3 clusters Score -5356499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5356501.000000 Penalty: 5340.144043
	Iteration 35Q: 3 clusters Score -5356501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5356501.500000 Penalty: 5340.144043
	Iteration 36Q: 3 clusters Score -5356502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5356501.500000 Penalty: 5340.144043
	Iteration 37F: 3 clusters Score -5356502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Entering Unmasked Estep 
Score: -212195056.000000 Penalty: 273074.812500
Splitting cluster 26 changes total score from -212189776.000000 to -212195056.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 27 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -373938.343750 Penalty: 2097.814209
	Iteration 0F: 2 clusters Score -373938.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -369706.781250 Penalty: 4195.628418
	Iteration 0F: 3 clusters Score -369706.8 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -371849.281250 Penalty: 4195.628418
	Iteration 1F: 3 clusters Score -371849.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -373429.750000 Penalty: 4195.628418
	Iteration 2F: 3 clusters Score -373429.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -374453.531250 Penalty: 4195.628418
	Iteration 3F: 3 clusters Score -374453.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -375000.468750 Penalty: 4195.628418
	Iteration 4F: 3 clusters Score -375000.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -375287.218750 Penalty: 4195.628418
	Iteration 5Q: 3 clusters Score -375287.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -375503.187500 Penalty: 4195.628418
	Iteration 6Q: 3 clusters Score -375503.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -375694.968750 Penalty: 4195.628418
	Iteration 7Q: 3 clusters Score -375695 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -375864.812500 Penalty: 4195.628418
	Iteration 8Q: 3 clusters Score -375864.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -375969.593750 Penalty: 4195.628418
	Iteration 9Q: 3 clusters Score -375969.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -376049.406250 Penalty: 4195.628418
	Iteration 10Q: 3 clusters Score -376049.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -376085.937500 Penalty: 4195.628418
	Iteration 11Q: 3 clusters Score -376085.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -376113.625000 Penalty: 4195.628418
	Iteration 12Q: 3 clusters Score -376113.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -376133.062500 Penalty: 4195.628418
	Iteration 13Q: 3 clusters Score -376133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -376147.000000 Penalty: 4195.628418
	Iteration 14Q: 3 clusters Score -376147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -376157.343750 Penalty: 4195.628418
	Iteration 15Q: 3 clusters Score -376157.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -376170.062500 Penalty: 4195.628418
	Iteration 16Q: 3 clusters Score -376170.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -376190.187500 Penalty: 4195.628418
	Iteration 17Q: 3 clusters Score -376190.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -376215.437500 Penalty: 4195.628418
	Iteration 18Q: 3 clusters Score -376215.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -376229.343750 Penalty: 4195.628418
	Iteration 19Q: 3 clusters Score -376229.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -376238.687500 Penalty: 4195.628418
	Iteration 20F: 3 clusters Score -376238.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -376246.687500 Penalty: 4195.628418
	Iteration 21Q: 3 clusters Score -376246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -376250.156250 Penalty: 4195.628418
	Iteration 22Q: 3 clusters Score -376250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -376251.250000 Penalty: 4195.628418
	Iteration 23Q: 3 clusters Score -376251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -376251.250000 Penalty: 4195.628418
	Iteration 24F: 3 clusters Score -376251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Entering Unmasked Estep 
Score: -212195296.000000 Penalty: 276667.906250
Splitting cluster 27 changes total score from -212189776.000000 to -212195296.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 28 (16485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Entering Unmasked Estep 
Score: -1880721.625000 Penalty: 2408.131104
	Iteration 0F: 2 clusters Score -1880722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1868953.750000 Penalty: 4816.262207
	Iteration 0F: 3 clusters Score -1868954 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1872733.875000 Penalty: 4816.262207
	Iteration 1F: 3 clusters Score -1872734 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1873146.625000 Penalty: 4816.262207
	Iteration 2F: 3 clusters Score -1873147 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1873568.500000 Penalty: 4816.262207
	Iteration 3F: 3 clusters Score -1873568 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1874029.375000 Penalty: 4816.262207
	Iteration 4F: 3 clusters Score -1874029 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1874602.375000 Penalty: 4816.262207
	Iteration 5F: 3 clusters Score -1874602 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1875286.500000 Penalty: 4816.262207
	Iteration 6F: 3 clusters Score -1875286 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1876027.500000 Penalty: 4816.262207
	Iteration 7F: 3 clusters Score -1876028 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1876651.625000 Penalty: 4816.262207
	Iteration 8F: 3 clusters Score -1876652 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1877202.500000 Penalty: 4816.262207
	Iteration 9Q: 3 clusters Score -1877202 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1877632.875000 Penalty: 4816.262207
	Iteration 10Q: 3 clusters Score -1877633 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1877953.000000 Penalty: 4816.262207
	Iteration 11Q: 3 clusters Score -1877953 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1878222.250000 Penalty: 4816.262207
	Iteration 12Q: 3 clusters Score -1878222 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1878448.500000 Penalty: 4816.262207
	Iteration 13Q: 3 clusters Score -1878448 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1878653.125000 Penalty: 4816.262207
	Iteration 14Q: 3 clusters Score -1878653 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1878855.875000 Penalty: 4816.262207
	Iteration 15Q: 3 clusters Score -1878856 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1879041.125000 Penalty: 4816.262207
	Iteration 16Q: 3 clusters Score -1879041 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1879180.875000 Penalty: 4816.262207
	Iteration 17Q: 3 clusters Score -1879181 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1879280.375000 Penalty: 4816.262207
	Iteration 18Q: 3 clusters Score -1879280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1879343.000000 Penalty: 4816.262207
	Iteration 19Q: 3 clusters Score -1879343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1879398.250000 Penalty: 4816.262207
	Iteration 20F: 3 clusters Score -1879398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1879424.750000 Penalty: 4816.262207
	Iteration 21Q: 3 clusters Score -1879425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1879453.125000 Penalty: 4816.262207
	Iteration 22Q: 3 clusters Score -1879453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1879463.500000 Penalty: 4816.262207
	Iteration 23Q: 3 clusters Score -1879464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1879466.250000 Penalty: 4816.262207
	Iteration 24Q: 3 clusters Score -1879466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1879471.125000 Penalty: 4816.262207
	Iteration 25Q: 3 clusters Score -1879471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1879473.875000 Penalty: 4816.262207
	Iteration 26Q: 3 clusters Score -1879474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1879474.750000 Penalty: 4816.262207
	Iteration 27Q: 3 clusters Score -1879475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1879475.250000 Penalty: 4816.262207
	Iteration 28Q: 3 clusters Score -1879475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1879475.500000 Penalty: 4816.262207
	Iteration 29Q: 3 clusters Score -1879476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1879475.625000 Penalty: 4816.262207
	Iteration 30Q: 3 clusters Score -1879476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1879475.500000 Penalty: 4816.262207
	Iteration 31Q: 3 clusters Score -1879476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1879479.000000 Penalty: 4816.262207
	Iteration 32Q: 3 clusters Score -1879479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1879476.750000 Penalty: 4816.262207
	Iteration 33Q: 3 clusters Score -1879477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1879484.500000 Penalty: 4816.262207
	Iteration 34Q: 3 clusters Score -1879484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1879483.750000 Penalty: 4816.262207
	Iteration 35Q: 3 clusters Score -1879484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1879486.750000 Penalty: 4816.262207
	Iteration 36Q: 3 clusters Score -1879487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1879490.375000 Penalty: 4816.262207
	Iteration 37Q: 3 clusters Score -1879490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1879492.875000 Penalty: 4816.262207
	Iteration 38Q: 3 clusters Score -1879493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1879495.875000 Penalty: 4816.262207
	Iteration 39Q: 3 clusters Score -1879496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1879498.000000 Penalty: 4816.262207
	Iteration 40F: 3 clusters Score -1879498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1879503.000000 Penalty: 4816.262207
	Iteration 41Q: 3 clusters Score -1879503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1879503.625000 Penalty: 4816.262207
	Iteration 42Q: 3 clusters Score -1879504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1879503.500000 Penalty: 4816.262207
	Iteration 43Q: 3 clusters Score -1879504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1879504.625000 Penalty: 4816.262207
	Iteration 44Q: 3 clusters Score -1879505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1879506.000000 Penalty: 4816.262207
	Iteration 45Q: 3 clusters Score -1879506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1879505.875000 Penalty: 4816.262207
	Iteration 46Q: 3 clusters Score -1879506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1879506.125000 Penalty: 4816.262207
	Iteration 47Q: 3 clusters Score -1879506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1879507.875000 Penalty: 4816.262207
	Iteration 48Q: 3 clusters Score -1879508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1879508.625000 Penalty: 4816.262207
	Iteration 49Q: 3 clusters Score -1879509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1879510.250000 Penalty: 4816.262207
	Iteration 50Q: 3 clusters Score -1879510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1879509.000000 Penalty: 4816.262207
	Iteration 51Q: 3 clusters Score -1879509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1879510.875000 Penalty: 4816.262207
	Iteration 52Q: 3 clusters Score -1879511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1879510.875000 Penalty: 4816.262207
	Iteration 53F: 3 clusters Score -1879511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Entering Unmasked Estep 
Score: -1754189.375000 Penalty: 2387.775879
	Iteration 0F: 2 clusters Score -1754189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1743120.125000 Penalty: 4775.551758
	Iteration 0F: 3 clusters Score -1743120 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1746538.125000 Penalty: 4775.551758
	Iteration 1F: 3 clusters Score -1746538 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1746922.125000 Penalty: 4775.551758
	Iteration 2F: 3 clusters Score -1746922 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1747211.000000 Penalty: 4775.551758
	Iteration 3Q: 3 clusters Score -1747211 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1747455.125000 Penalty: 4775.551758
	Iteration 4Q: 3 clusters Score -1747455 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1747700.875000 Penalty: 4775.551758
	Iteration 5Q: 3 clusters Score -1747701 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1747979.875000 Penalty: 4775.551758
	Iteration 6Q: 3 clusters Score -1747980 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1748299.000000 Penalty: 4775.551758
	Iteration 7Q: 3 clusters Score -1748299 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1748680.750000 Penalty: 4775.551758
	Iteration 8Q: 3 clusters Score -1748681 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1749149.625000 Penalty: 4775.551758
	Iteration 9Q: 3 clusters Score -1749150 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1749711.250000 Penalty: 4775.551758
	Iteration 10Q: 3 clusters Score -1749711 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1750334.875000 Penalty: 4775.551758
	Iteration 11Q: 3 clusters Score -1750335 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1750851.500000 Penalty: 4775.551758
	Iteration 12Q: 3 clusters Score -1750852 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1751245.125000 Penalty: 4775.551758
	Iteration 13Q: 3 clusters Score -1751245 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1751548.000000 Penalty: 4775.551758
	Iteration 14Q: 3 clusters Score -1751548 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1751740.375000 Penalty: 4775.551758
	Iteration 15Q: 3 clusters Score -1751740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1751850.500000 Penalty: 4775.551758
	Iteration 16Q: 3 clusters Score -1751850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1751917.500000 Penalty: 4775.551758
	Iteration 17Q: 3 clusters Score -1751918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1751975.000000 Penalty: 4775.551758
	Iteration 18Q: 3 clusters Score -1751975 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1752024.000000 Penalty: 4775.551758
	Iteration 19Q: 3 clusters Score -1752024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1752063.375000 Penalty: 4775.551758
	Iteration 20F: 3 clusters Score -1752063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1752086.875000 Penalty: 4775.551758
	Iteration 21Q: 3 clusters Score -1752087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1752114.250000 Penalty: 4775.551758
	Iteration 22Q: 3 clusters Score -1752114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1752122.875000 Penalty: 4775.551758
	Iteration 23Q: 3 clusters Score -1752123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1752135.750000 Penalty: 4775.551758
	Iteration 24Q: 3 clusters Score -1752136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1752144.750000 Penalty: 4775.551758
	Iteration 25Q: 3 clusters Score -1752145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1752147.375000 Penalty: 4775.551758
	Iteration 26Q: 3 clusters Score -1752147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1752156.750000 Penalty: 4775.551758
	Iteration 27Q: 3 clusters Score -1752157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1752163.750000 Penalty: 4775.551758
	Iteration 28Q: 3 clusters Score -1752164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1752166.875000 Penalty: 4775.551758
	Iteration 29Q: 3 clusters Score -1752167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1752172.125000 Penalty: 4775.551758
	Iteration 30Q: 3 clusters Score -1752172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1752174.375000 Penalty: 4775.551758
	Iteration 31Q: 3 clusters Score -1752174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1752174.375000 Penalty: 4775.551758
	Iteration 32F: 3 clusters Score -1752174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -346383.656250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -346383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -342981.062500 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -342981.1 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -343755.312500 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -343755.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -344023.562500 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -344023.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -344223.593750 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -344223.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -344403.156250 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -344403.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -344554.781250 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -344554.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -344696.687500 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -344696.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -344808.531250 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -344808.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -344924.312500 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -344924.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -345026.250000 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -345026.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -345103.906250 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -345103.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -345163.718750 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -345163.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -345208.593750 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -345208.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -345237.562500 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -345237.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -345260.281250 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -345260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -345274.281250 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -345274.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -345291.562500 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -345291.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -345304.968750 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -345305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -345318.281250 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -345318.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -345330.562500 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -345330.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -345349.437500 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -345349.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -345363.718750 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -345363.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -345378.625000 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -345378.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -345392.125000 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -345392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -345397.562500 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -345397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -345401.375000 Penalty: 4014.357178
	Iteration 25Q: 3 clusters Score -345401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -345401.968750 Penalty: 4014.357178
	Iteration 26Q: 3 clusters Score -345402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -345402.656250 Penalty: 4014.357178
	Iteration 27Q: 3 clusters Score -345402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -345403.500000 Penalty: 4014.357178
	Iteration 28Q: 3 clusters Score -345403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -345405.781250 Penalty: 4014.357178
	Iteration 29Q: 3 clusters Score -345405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -345406.968750 Penalty: 4014.357178
	Iteration 30Q: 3 clusters Score -345407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -345407.593750 Penalty: 4014.357178
	Iteration 31Q: 3 clusters Score -345407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -345408.531250 Penalty: 4014.357178
	Iteration 32Q: 3 clusters Score -345408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -345408.531250 Penalty: 4014.357178
	Iteration 33F: 3 clusters Score -345408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -708177.250000 Penalty: 2218.765625
	Iteration 0F: 2 clusters Score -708177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -702068.125000 Penalty: 4437.531250
	Iteration 0F: 3 clusters Score -702068.1 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -704479.187500 Penalty: 4437.531250
	Iteration 1F: 3 clusters Score -704479.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -705486.250000 Penalty: 4437.531250
	Iteration 2F: 3 clusters Score -705486.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -706380.062500 Penalty: 4437.531250
	Iteration 3F: 3 clusters Score -706380.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -706963.687500 Penalty: 4437.531250
	Iteration 4F: 3 clusters Score -706963.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -707331.875000 Penalty: 4437.531250
	Iteration 5F: 3 clusters Score -707331.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -707548.312500 Penalty: 4437.531250
	Iteration 6Q: 3 clusters Score -707548.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -707728.625000 Penalty: 4437.531250
	Iteration 7Q: 3 clusters Score -707728.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -707853.375000 Penalty: 4437.531250
	Iteration 8Q: 3 clusters Score -707853.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -707948.375000 Penalty: 4437.531250
	Iteration 9Q: 3 clusters Score -707948.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -708027.250000 Penalty: 4437.531250
	Iteration 10Q: 3 clusters Score -708027.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -708096.875000 Penalty: 4437.531250
	Iteration 11Q: 3 clusters Score -708096.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -708185.000000 Penalty: 4437.531250
	Iteration 12Q: 3 clusters Score -708185 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -708272.250000 Penalty: 4437.531250
	Iteration 13Q: 3 clusters Score -708272.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -708359.875000 Penalty: 4437.531250
	Iteration 14Q: 3 clusters Score -708359.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -708417.937500 Penalty: 4437.531250
	Iteration 15Q: 3 clusters Score -708417.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -708478.937500 Penalty: 4437.531250
	Iteration 16Q: 3 clusters Score -708478.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -708519.875000 Penalty: 4437.531250
	Iteration 17Q: 3 clusters Score -708519.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -708557.937500 Penalty: 4437.531250
	Iteration 18Q: 3 clusters Score -708557.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -708591.500000 Penalty: 4437.531250
	Iteration 19Q: 3 clusters Score -708591.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -708610.000000 Penalty: 4437.531250
	Iteration 20F: 3 clusters Score -708610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -708630.687500 Penalty: 4437.531250
	Iteration 21Q: 3 clusters Score -708630.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -708656.875000 Penalty: 4437.531250
	Iteration 22Q: 3 clusters Score -708656.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -708677.062500 Penalty: 4437.531250
	Iteration 23Q: 3 clusters Score -708677.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -708692.875000 Penalty: 4437.531250
	Iteration 24Q: 3 clusters Score -708692.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -708709.500000 Penalty: 4437.531250
	Iteration 25Q: 3 clusters Score -708709.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -708724.562500 Penalty: 4437.531250
	Iteration 26Q: 3 clusters Score -708724.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -708736.750000 Penalty: 4437.531250
	Iteration 27Q: 3 clusters Score -708736.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -708750.375000 Penalty: 4437.531250
	Iteration 28Q: 3 clusters Score -708750.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -708758.500000 Penalty: 4437.531250
	Iteration 29Q: 3 clusters Score -708758.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -708769.250000 Penalty: 4437.531250
	Iteration 30Q: 3 clusters Score -708769.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -708784.062500 Penalty: 4437.531250
	Iteration 31Q: 3 clusters Score -708784.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -708794.500000 Penalty: 4437.531250
	Iteration 32Q: 3 clusters Score -708794.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -708802.187500 Penalty: 4437.531250
	Iteration 33Q: 3 clusters Score -708802.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -708807.500000 Penalty: 4437.531250
	Iteration 34Q: 3 clusters Score -708807.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -708815.937500 Penalty: 4437.531250
	Iteration 35Q: 3 clusters Score -708815.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -708822.750000 Penalty: 4437.531250
	Iteration 36Q: 3 clusters Score -708822.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -708829.750000 Penalty: 4437.531250
	Iteration 37Q: 3 clusters Score -708829.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -708842.812500 Penalty: 4437.531250
	Iteration 38Q: 3 clusters Score -708842.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -708854.562500 Penalty: 4437.531250
	Iteration 39Q: 3 clusters Score -708854.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -708865.375000 Penalty: 4437.531250
	Iteration 40F: 3 clusters Score -708865.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -708878.750000 Penalty: 4437.531250
	Iteration 41Q: 3 clusters Score -708878.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -708886.312500 Penalty: 4437.531250
	Iteration 42Q: 3 clusters Score -708886.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -708893.312500 Penalty: 4437.531250
	Iteration 43Q: 3 clusters Score -708893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -708895.000000 Penalty: 4437.531250
	Iteration 44Q: 3 clusters Score -708895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -708901.937500 Penalty: 4437.531250
	Iteration 45Q: 3 clusters Score -708901.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -708912.000000 Penalty: 4437.531250
	Iteration 46Q: 3 clusters Score -708912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -708923.625000 Penalty: 4437.531250
	Iteration 47Q: 3 clusters Score -708923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -708932.437500 Penalty: 4437.531250
	Iteration 48Q: 3 clusters Score -708932.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -708937.812500 Penalty: 4437.531250
	Iteration 49Q: 3 clusters Score -708937.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -708941.687500 Penalty: 4437.531250
	Iteration 50Q: 3 clusters Score -708941.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -708947.625000 Penalty: 4437.531250
	Iteration 51Q: 3 clusters Score -708947.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -708951.312500 Penalty: 4437.531250
	Iteration 52Q: 3 clusters Score -708951.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -708957.750000 Penalty: 4437.531250
	Iteration 53Q: 3 clusters Score -708957.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -708963.812500 Penalty: 4437.531250
	Iteration 54Q: 3 clusters Score -708963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -708975.125000 Penalty: 4437.531250
	Iteration 55Q: 3 clusters Score -708975.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -708984.062500 Penalty: 4437.531250
	Iteration 56Q: 3 clusters Score -708984.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -708989.812500 Penalty: 4437.531250
	Iteration 57Q: 3 clusters Score -708989.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -708995.562500 Penalty: 4437.531250
	Iteration 58Q: 3 clusters Score -708995.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -709000.625000 Penalty: 4437.531250
	Iteration 59Q: 3 clusters Score -709000.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -709006.625000 Penalty: 4437.531250
	Iteration 60F: 3 clusters Score -709006.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -709013.250000 Penalty: 4437.531250
	Iteration 61Q: 3 clusters Score -709013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -709015.562500 Penalty: 4437.531250
	Iteration 62Q: 3 clusters Score -709015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -709018.437500 Penalty: 4437.531250
	Iteration 63Q: 3 clusters Score -709018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -709020.687500 Penalty: 4437.531250
	Iteration 64Q: 3 clusters Score -709020.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -709022.000000 Penalty: 4437.531250
	Iteration 65Q: 3 clusters Score -709022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -709027.062500 Penalty: 4437.531250
	Iteration 66Q: 3 clusters Score -709027.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -709033.312500 Penalty: 4437.531250
	Iteration 67Q: 3 clusters Score -709033.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -709035.062500 Penalty: 4437.531250
	Iteration 68Q: 3 clusters Score -709035.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -709042.562500 Penalty: 4437.531250
	Iteration 69Q: 3 clusters Score -709042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -709047.375000 Penalty: 4437.531250
	Iteration 70Q: 3 clusters Score -709047.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -709054.250000 Penalty: 4437.531250
	Iteration 71Q: 3 clusters Score -709054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -709062.812500 Penalty: 4437.531250
	Iteration 72Q: 3 clusters Score -709062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -709067.937500 Penalty: 4437.531250
	Iteration 73Q: 3 clusters Score -709067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -709071.875000 Penalty: 4437.531250
	Iteration 74Q: 3 clusters Score -709071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -709075.812500 Penalty: 4437.531250
	Iteration 75Q: 3 clusters Score -709075.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -709079.937500 Penalty: 4437.531250
	Iteration 76Q: 3 clusters Score -709079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -709081.812500 Penalty: 4437.531250
	Iteration 77Q: 3 clusters Score -709081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -709087.125000 Penalty: 4437.531250
	Iteration 78Q: 3 clusters Score -709087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -709091.000000 Penalty: 4437.531250
	Iteration 79Q: 3 clusters Score -709091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -709094.500000 Penalty: 4437.531250
	Iteration 80F: 3 clusters Score -709094.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -709098.750000 Penalty: 4437.531250
	Iteration 81Q: 3 clusters Score -709098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -709100.500000 Penalty: 4437.531250
	Iteration 82Q: 3 clusters Score -709100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -709100.500000 Penalty: 4437.531250
	Iteration 83F: 3 clusters Score -709100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 85772 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Entering Unmasked Estep 
Score: -212195232.000000 Penalty: 280260.968750
Splitting cluster 31 changes total score from -212189776.000000 to -212195232.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 32 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -624512.812500 Penalty: 2151.497559
	Iteration 0F: 2 clusters Score -624512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -619495.312500 Penalty: 4302.995117
	Iteration 0F: 3 clusters Score -619495.3 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -620872.687500 Penalty: 4302.995117
	Iteration 1F: 3 clusters Score -620872.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -621177.250000 Penalty: 4302.995117
	Iteration 2F: 3 clusters Score -621177.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -621422.500000 Penalty: 4302.995117
	Iteration 3F: 3 clusters Score -621422.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -621684.937500 Penalty: 4302.995117
	Iteration 4F: 3 clusters Score -621684.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -622015.562500 Penalty: 4302.995117
	Iteration 5F: 3 clusters Score -622015.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -622325.000000 Penalty: 4302.995117
	Iteration 6F: 3 clusters Score -622325 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -622614.250000 Penalty: 4302.995117
	Iteration 7F: 3 clusters Score -622614.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -622825.062500 Penalty: 4302.995117
	Iteration 8Q: 3 clusters Score -622825.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -622962.062500 Penalty: 4302.995117
	Iteration 9Q: 3 clusters Score -622962.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -623059.250000 Penalty: 4302.995117
	Iteration 10Q: 3 clusters Score -623059.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -623136.000000 Penalty: 4302.995117
	Iteration 11Q: 3 clusters Score -623136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -623193.875000 Penalty: 4302.995117
	Iteration 12Q: 3 clusters Score -623193.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -623239.750000 Penalty: 4302.995117
	Iteration 13Q: 3 clusters Score -623239.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -623286.500000 Penalty: 4302.995117
	Iteration 14Q: 3 clusters Score -623286.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -623333.625000 Penalty: 4302.995117
	Iteration 15Q: 3 clusters Score -623333.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -623374.125000 Penalty: 4302.995117
	Iteration 16Q: 3 clusters Score -623374.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -623406.250000 Penalty: 4302.995117
	Iteration 17Q: 3 clusters Score -623406.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -623435.562500 Penalty: 4302.995117
	Iteration 18Q: 3 clusters Score -623435.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -623462.562500 Penalty: 4302.995117
	Iteration 19Q: 3 clusters Score -623462.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -623491.312500 Penalty: 4302.995117
	Iteration 20F: 3 clusters Score -623491.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -623526.750000 Penalty: 4302.995117
	Iteration 21Q: 3 clusters Score -623526.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -623571.625000 Penalty: 4302.995117
	Iteration 22Q: 3 clusters Score -623571.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -623614.687500 Penalty: 4302.995117
	Iteration 23Q: 3 clusters Score -623614.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -623659.750000 Penalty: 4302.995117
	Iteration 24Q: 3 clusters Score -623659.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -623694.875000 Penalty: 4302.995117
	Iteration 25Q: 3 clusters Score -623694.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -623729.062500 Penalty: 4302.995117
	Iteration 26Q: 3 clusters Score -623729.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -623748.312500 Penalty: 4302.995117
	Iteration 27Q: 3 clusters Score -623748.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -623761.625000 Penalty: 4302.995117
	Iteration 28Q: 3 clusters Score -623761.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -623771.250000 Penalty: 4302.995117
	Iteration 29Q: 3 clusters Score -623771.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -623779.250000 Penalty: 4302.995117
	Iteration 30Q: 3 clusters Score -623779.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -623787.375000 Penalty: 4302.995117
	Iteration 31Q: 3 clusters Score -623787.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -623792.000000 Penalty: 4302.995117
	Iteration 32Q: 3 clusters Score -623792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -623796.000000 Penalty: 4302.995117
	Iteration 33Q: 3 clusters Score -623796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -623800.375000 Penalty: 4302.995117
	Iteration 34Q: 3 clusters Score -623800.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -623807.125000 Penalty: 4302.995117
	Iteration 35Q: 3 clusters Score -623807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -623814.375000 Penalty: 4302.995117
	Iteration 36Q: 3 clusters Score -623814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -623820.125000 Penalty: 4302.995117
	Iteration 37Q: 3 clusters Score -623820.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -623824.500000 Penalty: 4302.995117
	Iteration 38Q: 3 clusters Score -623824.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -623829.625000 Penalty: 4302.995117
	Iteration 39Q: 3 clusters Score -623829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -623834.187500 Penalty: 4302.995117
	Iteration 40F: 3 clusters Score -623834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -623835.187500 Penalty: 4302.995117
	Iteration 41Q: 3 clusters Score -623835.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -623838.562500 Penalty: 4302.995117
	Iteration 42Q: 3 clusters Score -623838.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -623841.500000 Penalty: 4302.995117
	Iteration 43Q: 3 clusters Score -623841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -623844.625000 Penalty: 4302.995117
	Iteration 44Q: 3 clusters Score -623844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -623843.500000 Penalty: 4302.995117
	Iteration 45Q: 3 clusters Score -623843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -623843.500000 Penalty: 4302.995117
	Iteration 46Q: 3 clusters Score -623843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -623843.500000 Penalty: 4302.995117
	Iteration 47F: 3 clusters Score -623843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (85772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Entering Unmasked Estep 
Score: -9628074.000000 Penalty: 2817.143066
	Iteration 0F: 2 clusters Score -9628074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -9570810.000000 Penalty: 5634.286133
	Iteration 0F: 3 clusters Score -9570810 nChanged 40366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -9594644.000000 Penalty: 5634.286133
	Iteration 1F: 3 clusters Score -9594644 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -9596961.000000 Penalty: 5634.286133
	Iteration 2F: 3 clusters Score -9596961 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9600467.000000 Penalty: 5634.286133
	Iteration 3F: 3 clusters Score -9600467 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -9604747.000000 Penalty: 5634.286133
	Iteration 4F: 3 clusters Score -9604747 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -9608865.000000 Penalty: 5634.286133
	Iteration 5F: 3 clusters Score -9608865 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -9611735.000000 Penalty: 5634.286133
	Iteration 6F: 3 clusters Score -9611735 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -9613250.000000 Penalty: 5634.286133
	Iteration 7Q: 3 clusters Score -9613250 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -9614216.000000 Penalty: 5634.286133
	Iteration 8Q: 3 clusters Score -9614216 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -9614727.000000 Penalty: 5634.286133
	Iteration 9Q: 3 clusters Score -9614727 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -9615179.000000 Penalty: 5634.286133
	Iteration 10Q: 3 clusters Score -9615179 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -9615571.000000 Penalty: 5634.286133
	Iteration 11Q: 3 clusters Score -9615571 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -9615933.000000 Penalty: 5634.286133
	Iteration 12Q: 3 clusters Score -9615933 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -9616446.000000 Penalty: 5634.286133
	Iteration 13Q: 3 clusters Score -9616446 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -9617031.000000 Penalty: 5634.286133
	Iteration 14Q: 3 clusters Score -9617031 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -9617676.000000 Penalty: 5634.286133
	Iteration 15Q: 3 clusters Score -9617676 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -9618475.000000 Penalty: 5634.286133
	Iteration 16Q: 3 clusters Score -9618475 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -9619440.000000 Penalty: 5634.286133
	Iteration 17Q: 3 clusters Score -9619440 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -9620490.000000 Penalty: 5634.286133
	Iteration 18Q: 3 clusters Score -9620490 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -9621646.000000 Penalty: 5634.286133
	Iteration 19Q: 3 clusters Score -9621646 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9622973.000000 Penalty: 5634.286133
	Iteration 20F: 3 clusters Score -9622973 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -9624175.000000 Penalty: 5634.286133
	Iteration 21Q: 3 clusters Score -9624175 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -9625138.000000 Penalty: 5634.286133
	Iteration 22Q: 3 clusters Score -9625138 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -9625956.000000 Penalty: 5634.286133
	Iteration 23Q: 3 clusters Score -9625956 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -9626610.000000 Penalty: 5634.286133
	Iteration 24Q: 3 clusters Score -9626610 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -9627054.000000 Penalty: 5634.286133
	Iteration 25Q: 3 clusters Score -9627054 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -9627367.000000 Penalty: 5634.286133
	Iteration 26Q: 3 clusters Score -9627367 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -9627650.000000 Penalty: 5634.286133
	Iteration 27Q: 3 clusters Score -9627650 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -9627979.000000 Penalty: 5634.286133
	Iteration 28Q: 3 clusters Score -9627979 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -9628318.000000 Penalty: 5634.286133
	Iteration 29Q: 3 clusters Score -9628318 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -9628590.000000 Penalty: 5634.286133
	Iteration 30Q: 3 clusters Score -9628590 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -9628831.000000 Penalty: 5634.286133
	Iteration 31Q: 3 clusters Score -9628831 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -9628954.000000 Penalty: 5634.286133
	Iteration 32Q: 3 clusters Score -9628954 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -9629069.000000 Penalty: 5634.286133
	Iteration 33Q: 3 clusters Score -9629069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -9629165.000000 Penalty: 5634.286133
	Iteration 34Q: 3 clusters Score -9629165 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9629195.000000 Penalty: 5634.286133
	Iteration 35Q: 3 clusters Score -9629195 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -9629266.000000 Penalty: 5634.286133
	Iteration 36Q: 3 clusters Score -9629266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -9629286.000000 Penalty: 5634.286133
	Iteration 37Q: 3 clusters Score -9629286 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -9629318.000000 Penalty: 5634.286133
	Iteration 38Q: 3 clusters Score -9629318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -9629308.000000 Penalty: 5634.286133
	Iteration 39Q: 3 clusters Score -9629308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -9629304.000000 Penalty: 5634.286133
	Iteration 40F: 3 clusters Score -9629304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -9629342.000000 Penalty: 5634.286133
	Iteration 41Q: 3 clusters Score -9629342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -9629327.000000 Penalty: 5634.286133
	Iteration 42Q: 3 clusters Score -9629327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -9629337.000000 Penalty: 5634.286133
	Iteration 43Q: 3 clusters Score -9629337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -9629360.000000 Penalty: 5634.286133
	Iteration 44Q: 3 clusters Score -9629360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -9629357.000000 Penalty: 5634.286133
	Iteration 45Q: 3 clusters Score -9629357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -9629357.000000 Penalty: 5634.286133
	Iteration 46Q: 3 clusters Score -9629357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -9629363.000000 Penalty: 5634.286133
	Iteration 47Q: 3 clusters Score -9629363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -9629354.000000 Penalty: 5634.286133
	Iteration 48Q: 3 clusters Score -9629354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -9629365.000000 Penalty: 5634.286133
	Iteration 49Q: 3 clusters Score -9629365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -9629365.000000 Penalty: 5634.286133
	Iteration 50Q: 3 clusters Score -9629365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -9629354.000000 Penalty: 5634.286133
	Iteration 51Q: 3 clusters Score -9629354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9629356.000000 Penalty: 5634.286133
	Iteration 52Q: 3 clusters Score -9629356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -9629361.000000 Penalty: 5634.286133
	Iteration 53Q: 3 clusters Score -9629361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -9629395.000000 Penalty: 5634.286133
	Iteration 54Q: 3 clusters Score -9629395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -9629391.000000 Penalty: 5634.286133
	Iteration 55Q: 3 clusters Score -9629391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -9629419.000000 Penalty: 5634.286133
	Iteration 56Q: 3 clusters Score -9629419 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -9629407.000000 Penalty: 5634.286133
	Iteration 57Q: 3 clusters Score -9629407 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -9629434.000000 Penalty: 5634.286133
	Iteration 58Q: 3 clusters Score -9629434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -9629459.000000 Penalty: 5634.286133
	Iteration 59Q: 3 clusters Score -9629459 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -9629469.000000 Penalty: 5634.286133
	Iteration 60F: 3 clusters Score -9629469 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -9629480.000000 Penalty: 5634.286133
	Iteration 61Q: 3 clusters Score -9629480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -9629517.000000 Penalty: 5634.286133
	Iteration 62Q: 3 clusters Score -9629517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -9629516.000000 Penalty: 5634.286133
	Iteration 63Q: 3 clusters Score -9629516 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -9629538.000000 Penalty: 5634.286133
	Iteration 64Q: 3 clusters Score -9629538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -9629564.000000 Penalty: 5634.286133
	Iteration 65Q: 3 clusters Score -9629564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -9629620.000000 Penalty: 5634.286133
	Iteration 66Q: 3 clusters Score -9629620 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9629644.000000 Penalty: 5634.286133
	Iteration 67Q: 3 clusters Score -9629644 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -9629703.000000 Penalty: 5634.286133
	Iteration 68Q: 3 clusters Score -9629703 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -9629722.000000 Penalty: 5634.286133
	Iteration 69Q: 3 clusters Score -9629722 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -9629755.000000 Penalty: 5634.286133
	Iteration 70Q: 3 clusters Score -9629755 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9629781.000000 Penalty: 5634.286133
	Iteration 71Q: 3 clusters Score -9629781 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -9629834.000000 Penalty: 5634.286133
	Iteration 72Q: 3 clusters Score -9629834 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -9629877.000000 Penalty: 5634.286133
	Iteration 73Q: 3 clusters Score -9629877 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -9629946.000000 Penalty: 5634.286133
	Iteration 74Q: 3 clusters Score -9629946 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -9630027.000000 Penalty: 5634.286133
	Iteration 75Q: 3 clusters Score -9630027 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -9630129.000000 Penalty: 5634.286133
	Iteration 76Q: 3 clusters Score -9630129 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -9630264.000000 Penalty: 5634.286133
	Iteration 77Q: 3 clusters Score -9630264 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -9630369.000000 Penalty: 5634.286133
	Iteration 78Q: 3 clusters Score -9630369 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -9630440.000000 Penalty: 5634.286133
	Iteration 79Q: 3 clusters Score -9630440 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -9630588.000000 Penalty: 5634.286133
	Iteration 80F: 3 clusters Score -9630588 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -9630723.000000 Penalty: 5634.286133
	Iteration 81Q: 3 clusters Score -9630723 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -9630846.000000 Penalty: 5634.286133
	Iteration 82Q: 3 clusters Score -9630846 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -9631016.000000 Penalty: 5634.286133
	Iteration 83Q: 3 clusters Score -9631016 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -9631193.000000 Penalty: 5634.286133
	Iteration 84Q: 3 clusters Score -9631193 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -9631351.000000 Penalty: 5634.286133
	Iteration 85Q: 3 clusters Score -9631351 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -9631521.000000 Penalty: 5634.286133
	Iteration 86Q: 3 clusters Score -9631521 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -9631618.000000 Penalty: 5634.286133
	Iteration 87Q: 3 clusters Score -9631618 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -9631803.000000 Penalty: 5634.286133
	Iteration 88Q: 3 clusters Score -9631803 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -9631925.000000 Penalty: 5634.286133
	Iteration 89Q: 3 clusters Score -9631925 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -9632014.000000 Penalty: 5634.286133
	Iteration 90Q: 3 clusters Score -9632014 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -9632106.000000 Penalty: 5634.286133
	Iteration 91Q: 3 clusters Score -9632106 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -9632154.000000 Penalty: 5634.286133
	Iteration 92Q: 3 clusters Score -9632154 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -9632227.000000 Penalty: 5634.286133
	Iteration 93Q: 3 clusters Score -9632227 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -9632226.000000 Penalty: 5634.286133
	Iteration 94Q: 3 clusters Score -9632226 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -9632248.000000 Penalty: 5634.286133
	Iteration 95Q: 3 clusters Score -9632248 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -9632242.000000 Penalty: 5634.286133
	Iteration 96Q: 3 clusters Score -9632242 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -9632260.000000 Penalty: 5634.286133
	Iteration 97Q: 3 clusters Score -9632260 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -9632297.000000 Penalty: 5634.286133
	Iteration 98Q: 3 clusters Score -9632297 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -9632297.000000 Penalty: 5634.286133
	Iteration 99Q: 3 clusters Score -9632297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -9632278.000000 Penalty: 5634.286133
	Iteration 100F: 3 clusters Score -9632278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -9632285.000000 Penalty: 5634.286133
	Iteration 101Q: 3 clusters Score -9632285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -9632280.000000 Penalty: 5634.286133
	Iteration 102Q: 3 clusters Score -9632280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -9632273.000000 Penalty: 5634.286133
	Iteration 103Q: 3 clusters Score -9632273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -9632272.000000 Penalty: 5634.286133
	Iteration 104Q: 3 clusters Score -9632272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -9632268.000000 Penalty: 5634.286133
	Iteration 105Q: 3 clusters Score -9632268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -9632254.000000 Penalty: 5634.286133
	Iteration 106Q: 3 clusters Score -9632254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -9632257.000000 Penalty: 5634.286133
	Iteration 107Q: 3 clusters Score -9632257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -9632261.000000 Penalty: 5634.286133
	Iteration 108Q: 3 clusters Score -9632261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -9632260.000000 Penalty: 5634.286133
	Iteration 109Q: 3 clusters Score -9632260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -9632258.000000 Penalty: 5634.286133
	Iteration 110Q: 3 clusters Score -9632258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -9632261.000000 Penalty: 5634.286133
	Iteration 111Q: 3 clusters Score -9632261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -9632258.000000 Penalty: 5634.286133
	Iteration 112Q: 3 clusters Score -9632258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -9632263.000000 Penalty: 5634.286133
	Iteration 113Q: 3 clusters Score -9632263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -9632245.000000 Penalty: 5634.286133
	Iteration 114Q: 3 clusters Score -9632245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -9632247.000000 Penalty: 5634.286133
	Iteration 115Q: 3 clusters Score -9632247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -9632261.000000 Penalty: 5634.286133
	Iteration 116Q: 3 clusters Score -9632261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -9632264.000000 Penalty: 5634.286133
	Iteration 117Q: 3 clusters Score -9632264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -9632251.000000 Penalty: 5634.286133
	Iteration 118Q: 3 clusters Score -9632251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -9632258.000000 Penalty: 5634.286133
	Iteration 119Q: 3 clusters Score -9632258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -9632256.000000 Penalty: 5634.286133
	Iteration 120F: 3 clusters Score -9632256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -9632255.000000 Penalty: 5634.286133
	Iteration 121Q: 3 clusters Score -9632255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -9632258.000000 Penalty: 5634.286133
	Iteration 122Q: 3 clusters Score -9632258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -9632251.000000 Penalty: 5634.286133
	Iteration 123Q: 3 clusters Score -9632251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -9632252.000000 Penalty: 5634.286133
	Iteration 124Q: 3 clusters Score -9632252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -9632251.000000 Penalty: 5634.286133
	Iteration 125Q: 3 clusters Score -9632251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -9632251.000000 Penalty: 5634.286133
	Iteration 126Q: 3 clusters Score -9632251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -9632251.000000 Penalty: 5634.286133
	Iteration 127F: 3 clusters Score -9632251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 15464 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Entering Unmasked Estep 
Score: -212195120.000000 Penalty: 283854.062500
Splitting cluster 33 changes total score from -212189776.000000 to -212195120.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 34 (15464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Entering Unmasked Estep 
Score: -1665526.250000 Penalty: 2392.274902
	Iteration 0F: 2 clusters Score -1665526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1654351.250000 Penalty: 4784.549805
	Iteration 0F: 3 clusters Score -1654351 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1658666.750000 Penalty: 4784.549805
	Iteration 1F: 3 clusters Score -1658667 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1660335.250000 Penalty: 4784.549805
	Iteration 2F: 3 clusters Score -1660335 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1661878.125000 Penalty: 4784.549805
	Iteration 3F: 3 clusters Score -1661878 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1662866.625000 Penalty: 4784.549805
	Iteration 4F: 3 clusters Score -1662867 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1663482.750000 Penalty: 4784.549805
	Iteration 5F: 3 clusters Score -1663483 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1663957.875000 Penalty: 4784.549805
	Iteration 6F: 3 clusters Score -1663958 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1664284.875000 Penalty: 4784.549805
	Iteration 7Q: 3 clusters Score -1664285 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1664505.125000 Penalty: 4784.549805
	Iteration 8Q: 3 clusters Score -1664505 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1664689.625000 Penalty: 4784.549805
	Iteration 9Q: 3 clusters Score -1664690 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1664812.500000 Penalty: 4784.549805
	Iteration 10Q: 3 clusters Score -1664812 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1664897.500000 Penalty: 4784.549805
	Iteration 11Q: 3 clusters Score -1664898 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1664954.250000 Penalty: 4784.549805
	Iteration 12Q: 3 clusters Score -1664954 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1665004.250000 Penalty: 4784.549805
	Iteration 13Q: 3 clusters Score -1665004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1665052.125000 Penalty: 4784.549805
	Iteration 14Q: 3 clusters Score -1665052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1665093.000000 Penalty: 4784.549805
	Iteration 15Q: 3 clusters Score -1665093 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1665131.250000 Penalty: 4784.549805
	Iteration 16Q: 3 clusters Score -1665131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1665163.375000 Penalty: 4784.549805
	Iteration 17Q: 3 clusters Score -1665163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1665188.500000 Penalty: 4784.549805
	Iteration 18Q: 3 clusters Score -1665188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1665211.750000 Penalty: 4784.549805
	Iteration 19Q: 3 clusters Score -1665212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1665237.625000 Penalty: 4784.549805
	Iteration 20F: 3 clusters Score -1665238 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1665257.875000 Penalty: 4784.549805
	Iteration 21Q: 3 clusters Score -1665258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1665289.625000 Penalty: 4784.549805
	Iteration 22Q: 3 clusters Score -1665290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1665311.000000 Penalty: 4784.549805
	Iteration 23Q: 3 clusters Score -1665311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1665336.875000 Penalty: 4784.549805
	Iteration 24Q: 3 clusters Score -1665337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1665347.750000 Penalty: 4784.549805
	Iteration 25Q: 3 clusters Score -1665348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1665361.250000 Penalty: 4784.549805
	Iteration 26Q: 3 clusters Score -1665361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1665371.375000 Penalty: 4784.549805
	Iteration 27Q: 3 clusters Score -1665371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1665372.125000 Penalty: 4784.549805
	Iteration 28Q: 3 clusters Score -1665372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1665374.500000 Penalty: 4784.549805
	Iteration 29Q: 3 clusters Score -1665374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1665394.500000 Penalty: 4784.549805
	Iteration 30Q: 3 clusters Score -1665394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1665395.625000 Penalty: 4784.549805
	Iteration 31Q: 3 clusters Score -1665396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1665402.500000 Penalty: 4784.549805
	Iteration 32Q: 3 clusters Score -1665402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1665411.500000 Penalty: 4784.549805
	Iteration 33Q: 3 clusters Score -1665412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1665408.875000 Penalty: 4784.549805
	Iteration 34Q: 3 clusters Score -1665409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1665413.500000 Penalty: 4784.549805
	Iteration 35Q: 3 clusters Score -1665414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1665420.750000 Penalty: 4784.549805
	Iteration 36Q: 3 clusters Score -1665421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1665427.750000 Penalty: 4784.549805
	Iteration 37Q: 3 clusters Score -1665428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1665431.500000 Penalty: 4784.549805
	Iteration 38Q: 3 clusters Score -1665432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1665434.375000 Penalty: 4784.549805
	Iteration 39Q: 3 clusters Score -1665434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1665440.000000 Penalty: 4784.549805
	Iteration 40F: 3 clusters Score -1665440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1665448.875000 Penalty: 4784.549805
	Iteration 41Q: 3 clusters Score -1665449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1665456.250000 Penalty: 4784.549805
	Iteration 42Q: 3 clusters Score -1665456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1665461.750000 Penalty: 4784.549805
	Iteration 43Q: 3 clusters Score -1665462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1665482.000000 Penalty: 4784.549805
	Iteration 44Q: 3 clusters Score -1665482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1665486.125000 Penalty: 4784.549805
	Iteration 45Q: 3 clusters Score -1665486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1665505.375000 Penalty: 4784.549805
	Iteration 46Q: 3 clusters Score -1665505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1665524.000000 Penalty: 4784.549805
	Iteration 47Q: 3 clusters Score -1665524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1665542.875000 Penalty: 4784.549805
	Iteration 48Q: 3 clusters Score -1665543 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1665565.875000 Penalty: 4784.549805
	Iteration 49Q: 3 clusters Score -1665566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1665593.500000 Penalty: 4784.549805
	Iteration 50Q: 3 clusters Score -1665594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1665610.625000 Penalty: 4784.549805
	Iteration 51Q: 3 clusters Score -1665611 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1665634.875000 Penalty: 4784.549805
	Iteration 52Q: 3 clusters Score -1665635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1665658.125000 Penalty: 4784.549805
	Iteration 53Q: 3 clusters Score -1665658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1665678.875000 Penalty: 4784.549805
	Iteration 54Q: 3 clusters Score -1665679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1665692.500000 Penalty: 4784.549805
	Iteration 55Q: 3 clusters Score -1665692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1665714.625000 Penalty: 4784.549805
	Iteration 56Q: 3 clusters Score -1665715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1665734.375000 Penalty: 4784.549805
	Iteration 57Q: 3 clusters Score -1665734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1665750.625000 Penalty: 4784.549805
	Iteration 58Q: 3 clusters Score -1665751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1665765.500000 Penalty: 4784.549805
	Iteration 59Q: 3 clusters Score -1665766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1665784.625000 Penalty: 4784.549805
	Iteration 60F: 3 clusters Score -1665785 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1665794.000000 Penalty: 4784.549805
	Iteration 61Q: 3 clusters Score -1665794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1665811.625000 Penalty: 4784.549805
	Iteration 62Q: 3 clusters Score -1665812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1665834.125000 Penalty: 4784.549805
	Iteration 63Q: 3 clusters Score -1665834 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1665865.000000 Penalty: 4784.549805
	Iteration 64Q: 3 clusters Score -1665865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1665883.500000 Penalty: 4784.549805
	Iteration 65Q: 3 clusters Score -1665884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1665909.125000 Penalty: 4784.549805
	Iteration 66Q: 3 clusters Score -1665909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1665943.000000 Penalty: 4784.549805
	Iteration 67Q: 3 clusters Score -1665943 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1665971.125000 Penalty: 4784.549805
	Iteration 68Q: 3 clusters Score -1665971 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1665999.125000 Penalty: 4784.549805
	Iteration 69Q: 3 clusters Score -1665999 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1666036.250000 Penalty: 4784.549805
	Iteration 70Q: 3 clusters Score -1666036 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1666080.250000 Penalty: 4784.549805
	Iteration 71Q: 3 clusters Score -1666080 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1666134.250000 Penalty: 4784.549805
	Iteration 72Q: 3 clusters Score -1666134 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1666191.125000 Penalty: 4784.549805
	Iteration 73Q: 3 clusters Score -1666191 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1666263.500000 Penalty: 4784.549805
	Iteration 74Q: 3 clusters Score -1666264 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1666370.000000 Penalty: 4784.549805
	Iteration 75Q: 3 clusters Score -1666370 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1666502.250000 Penalty: 4784.549805
	Iteration 76Q: 3 clusters Score -1666502 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1666741.500000 Penalty: 4784.549805
	Iteration 77Q: 3 clusters Score -1666742 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1667177.125000 Penalty: 4784.549805
	Iteration 78Q: 3 clusters Score -1667177 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1667768.500000 Penalty: 4784.549805
	Iteration 79Q: 3 clusters Score -1667768 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1668280.625000 Penalty: 4784.549805
	Iteration 80F: 3 clusters Score -1668281 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1668614.250000 Penalty: 4784.549805
	Iteration 81Q: 3 clusters Score -1668614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1668824.375000 Penalty: 4784.549805
	Iteration 82Q: 3 clusters Score -1668824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1668966.250000 Penalty: 4784.549805
	Iteration 83Q: 3 clusters Score -1668966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1668989.250000 Penalty: 4784.549805
	Iteration 84Q: 3 clusters Score -1668989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1669001.250000 Penalty: 4784.549805
	Iteration 85Q: 3 clusters Score -1669001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1669005.000000 Penalty: 4784.549805
	Iteration 86Q: 3 clusters Score -1669005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1669006.125000 Penalty: 4784.549805
	Iteration 87Q: 3 clusters Score -1669006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1669006.125000 Penalty: 4784.549805
	Iteration 88F: 3 clusters Score -1669006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 3431 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Entering Unmasked Estep 
Score: -212198032.000000 Penalty: 287447.156250
Splitting cluster 34 changes total score from -212189776.000000 to -212198032.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 35 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -1152687.375000 Penalty: 2325.715820
	Iteration 0F: 2 clusters Score -1152687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1143874.875000 Penalty: 4651.431641
	Iteration 0F: 3 clusters Score -1143875 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1147014.000000 Penalty: 4651.431641
	Iteration 1F: 3 clusters Score -1147014 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1147756.125000 Penalty: 4651.431641
	Iteration 2F: 3 clusters Score -1147756 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1148424.250000 Penalty: 4651.431641
	Iteration 3F: 3 clusters Score -1148424 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1148910.125000 Penalty: 4651.431641
	Iteration 4F: 3 clusters Score -1148910 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1149236.625000 Penalty: 4651.431641
	Iteration 5F: 3 clusters Score -1149237 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1149467.250000 Penalty: 4651.431641
	Iteration 6Q: 3 clusters Score -1149467 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1149640.125000 Penalty: 4651.431641
	Iteration 7Q: 3 clusters Score -1149640 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1149791.500000 Penalty: 4651.431641
	Iteration 8Q: 3 clusters Score -1149792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1149921.500000 Penalty: 4651.431641
	Iteration 9Q: 3 clusters Score -1149922 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1150032.875000 Penalty: 4651.431641
	Iteration 10Q: 3 clusters Score -1150033 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1150137.000000 Penalty: 4651.431641
	Iteration 11Q: 3 clusters Score -1150137 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1150222.250000 Penalty: 4651.431641
	Iteration 12Q: 3 clusters Score -1150222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1150312.125000 Penalty: 4651.431641
	Iteration 13Q: 3 clusters Score -1150312 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1150374.875000 Penalty: 4651.431641
	Iteration 14Q: 3 clusters Score -1150375 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1150441.250000 Penalty: 4651.431641
	Iteration 15Q: 3 clusters Score -1150441 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1150530.500000 Penalty: 4651.431641
	Iteration 16Q: 3 clusters Score -1150530 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1150642.500000 Penalty: 4651.431641
	Iteration 17Q: 3 clusters Score -1150642 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1150770.750000 Penalty: 4651.431641
	Iteration 18Q: 3 clusters Score -1150771 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1150899.500000 Penalty: 4651.431641
	Iteration 19Q: 3 clusters Score -1150900 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1150990.375000 Penalty: 4651.431641
	Iteration 20F: 3 clusters Score -1150990 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1151088.500000 Penalty: 4651.431641
	Iteration 21Q: 3 clusters Score -1151088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1151168.250000 Penalty: 4651.431641
	Iteration 22Q: 3 clusters Score -1151168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1151244.500000 Penalty: 4651.431641
	Iteration 23Q: 3 clusters Score -1151244 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1151308.625000 Penalty: 4651.431641
	Iteration 24Q: 3 clusters Score -1151309 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1151359.875000 Penalty: 4651.431641
	Iteration 25Q: 3 clusters Score -1151360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1151409.000000 Penalty: 4651.431641
	Iteration 26Q: 3 clusters Score -1151409 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1151452.875000 Penalty: 4651.431641
	Iteration 27Q: 3 clusters Score -1151453 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1151496.625000 Penalty: 4651.431641
	Iteration 28Q: 3 clusters Score -1151497 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1151542.750000 Penalty: 4651.431641
	Iteration 29Q: 3 clusters Score -1151543 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1151586.750000 Penalty: 4651.431641
	Iteration 30Q: 3 clusters Score -1151587 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1151634.250000 Penalty: 4651.431641
	Iteration 31Q: 3 clusters Score -1151634 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1151676.250000 Penalty: 4651.431641
	Iteration 32Q: 3 clusters Score -1151676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1151711.000000 Penalty: 4651.431641
	Iteration 33Q: 3 clusters Score -1151711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1151734.125000 Penalty: 4651.431641
	Iteration 34Q: 3 clusters Score -1151734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1151756.000000 Penalty: 4651.431641
	Iteration 35Q: 3 clusters Score -1151756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1151777.375000 Penalty: 4651.431641
	Iteration 36Q: 3 clusters Score -1151777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1151795.250000 Penalty: 4651.431641
	Iteration 37Q: 3 clusters Score -1151795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1151813.500000 Penalty: 4651.431641
	Iteration 38Q: 3 clusters Score -1151814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1151829.750000 Penalty: 4651.431641
	Iteration 39Q: 3 clusters Score -1151830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1151847.750000 Penalty: 4651.431641
	Iteration 40F: 3 clusters Score -1151848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1151864.875000 Penalty: 4651.431641
	Iteration 41Q: 3 clusters Score -1151865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1151883.875000 Penalty: 4651.431641
	Iteration 42Q: 3 clusters Score -1151884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1151898.625000 Penalty: 4651.431641
	Iteration 43Q: 3 clusters Score -1151899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1151906.375000 Penalty: 4651.431641
	Iteration 44Q: 3 clusters Score -1151906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1151916.875000 Penalty: 4651.431641
	Iteration 45Q: 3 clusters Score -1151917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1151927.000000 Penalty: 4651.431641
	Iteration 46Q: 3 clusters Score -1151927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1151931.000000 Penalty: 4651.431641
	Iteration 47Q: 3 clusters Score -1151931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1151935.000000 Penalty: 4651.431641
	Iteration 48Q: 3 clusters Score -1151935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1151938.125000 Penalty: 4651.431641
	Iteration 49Q: 3 clusters Score -1151938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1151940.250000 Penalty: 4651.431641
	Iteration 50Q: 3 clusters Score -1151940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1151942.375000 Penalty: 4651.431641
	Iteration 51Q: 3 clusters Score -1151942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1151945.125000 Penalty: 4651.431641
	Iteration 52Q: 3 clusters Score -1151945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1151942.625000 Penalty: 4651.431641
	Iteration 53Q: 3 clusters Score -1151943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1151942.625000 Penalty: 4651.431641
	Iteration 54F: 3 clusters Score -1151943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Entering Unmasked Estep 
Score: -2953316.250000 Penalty: 2547.227295
	Iteration 0F: 2 clusters Score -2953316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2933503.500000 Penalty: 5094.454590
	Iteration 0F: 3 clusters Score -2933504 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2941083.000000 Penalty: 5094.454590
	Iteration 1F: 3 clusters Score -2941083 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2942138.500000 Penalty: 5094.454590
	Iteration 2F: 3 clusters Score -2942138 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2943394.250000 Penalty: 5094.454590
	Iteration 3F: 3 clusters Score -2943394 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2944714.750000 Penalty: 5094.454590
	Iteration 4F: 3 clusters Score -2944715 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2945989.750000 Penalty: 5094.454590
	Iteration 5F: 3 clusters Score -2945990 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2947050.500000 Penalty: 5094.454590
	Iteration 6F: 3 clusters Score -2947050 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2947983.000000 Penalty: 5094.454590
	Iteration 7F: 3 clusters Score -2947983 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2948729.000000 Penalty: 5094.454590
	Iteration 8Q: 3 clusters Score -2948729 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2949367.500000 Penalty: 5094.454590
	Iteration 9Q: 3 clusters Score -2949368 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2949857.750000 Penalty: 5094.454590
	Iteration 10Q: 3 clusters Score -2949858 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2950242.750000 Penalty: 5094.454590
	Iteration 11Q: 3 clusters Score -2950243 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -2950558.500000 Penalty: 5094.454590
	Iteration 12Q: 3 clusters Score -2950558 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2950822.250000 Penalty: 5094.454590
	Iteration 13Q: 3 clusters Score -2950822 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2951025.500000 Penalty: 5094.454590
	Iteration 14Q: 3 clusters Score -2951026 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2951178.750000 Penalty: 5094.454590
	Iteration 15Q: 3 clusters Score -2951179 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2951283.000000 Penalty: 5094.454590
	Iteration 16Q: 3 clusters Score -2951283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2951374.000000 Penalty: 5094.454590
	Iteration 17Q: 3 clusters Score -2951374 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -2951458.500000 Penalty: 5094.454590
	Iteration 18Q: 3 clusters Score -2951458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -2951506.750000 Penalty: 5094.454590
	Iteration 19Q: 3 clusters Score -2951507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -2951537.250000 Penalty: 5094.454590
	Iteration 20F: 3 clusters Score -2951537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -2951565.000000 Penalty: 5094.454590
	Iteration 21Q: 3 clusters Score -2951565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -2951596.250000 Penalty: 5094.454590
	Iteration 22Q: 3 clusters Score -2951596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2951633.750000 Penalty: 5094.454590
	Iteration 23Q: 3 clusters Score -2951634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2951653.250000 Penalty: 5094.454590
	Iteration 24Q: 3 clusters Score -2951653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2951673.500000 Penalty: 5094.454590
	Iteration 25Q: 3 clusters Score -2951674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -2951688.750000 Penalty: 5094.454590
	Iteration 26Q: 3 clusters Score -2951689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -2951702.750000 Penalty: 5094.454590
	Iteration 27Q: 3 clusters Score -2951703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2951707.500000 Penalty: 5094.454590
	Iteration 28Q: 3 clusters Score -2951708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2951719.250000 Penalty: 5094.454590
	Iteration 29Q: 3 clusters Score -2951719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2951731.750000 Penalty: 5094.454590
	Iteration 30Q: 3 clusters Score -2951732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2951749.250000 Penalty: 5094.454590
	Iteration 31Q: 3 clusters Score -2951749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2951758.750000 Penalty: 5094.454590
	Iteration 32Q: 3 clusters Score -2951759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2951768.750000 Penalty: 5094.454590
	Iteration 33Q: 3 clusters Score -2951769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2951780.250000 Penalty: 5094.454590
	Iteration 34Q: 3 clusters Score -2951780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2951788.750000 Penalty: 5094.454590
	Iteration 35Q: 3 clusters Score -2951789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2951797.500000 Penalty: 5094.454590
	Iteration 36Q: 3 clusters Score -2951798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2951792.500000 Penalty: 5094.454590
	Iteration 37Q: 3 clusters Score -2951792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -2951796.000000 Penalty: 5094.454590
	Iteration 38Q: 3 clusters Score -2951796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2951796.750000 Penalty: 5094.454590
	Iteration 39Q: 3 clusters Score -2951797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -2951795.000000 Penalty: 5094.454590
	Iteration 40F: 3 clusters Score -2951795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2951798.500000 Penalty: 5094.454590
	Iteration 41Q: 3 clusters Score -2951798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2951808.750000 Penalty: 5094.454590
	Iteration 42Q: 3 clusters Score -2951809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -2951812.250000 Penalty: 5094.454590
	Iteration 43Q: 3 clusters Score -2951812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2951813.250000 Penalty: 5094.454590
	Iteration 44Q: 3 clusters Score -2951813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2951817.250000 Penalty: 5094.454590
	Iteration 45Q: 3 clusters Score -2951817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2951817.250000 Penalty: 5094.454590
	Iteration 46Q: 3 clusters Score -2951817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -2951817.000000 Penalty: 5094.454590
	Iteration 47Q: 3 clusters Score -2951817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2951815.750000 Penalty: 5094.454590
	Iteration 48Q: 3 clusters Score -2951816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2951815.750000 Penalty: 5094.454590
	Iteration 49F: 3 clusters Score -2951816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Entering Unmasked Estep 
Score: -3466769.500000 Penalty: 2557.536133
	Iteration 0F: 2 clusters Score -3466770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3446099.750000 Penalty: 5115.072266
	Iteration 0F: 3 clusters Score -3446100 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3453612.750000 Penalty: 5115.072266
	Iteration 1F: 3 clusters Score -3453613 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3454336.750000 Penalty: 5115.072266
	Iteration 2F: 3 clusters Score -3454337 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3455219.500000 Penalty: 5115.072266
	Iteration 3F: 3 clusters Score -3455220 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3456357.000000 Penalty: 5115.072266
	Iteration 4F: 3 clusters Score -3456357 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3457615.750000 Penalty: 5115.072266
	Iteration 5F: 3 clusters Score -3457616 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3458803.750000 Penalty: 5115.072266
	Iteration 6F: 3 clusters Score -3458804 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3459749.250000 Penalty: 5115.072266
	Iteration 7F: 3 clusters Score -3459749 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3460376.000000 Penalty: 5115.072266
	Iteration 8Q: 3 clusters Score -3460376 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3460801.750000 Penalty: 5115.072266
	Iteration 9Q: 3 clusters Score -3460802 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3461145.750000 Penalty: 5115.072266
	Iteration 10Q: 3 clusters Score -3461146 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3461481.500000 Penalty: 5115.072266
	Iteration 11Q: 3 clusters Score -3461482 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3461895.250000 Penalty: 5115.072266
	Iteration 12Q: 3 clusters Score -3461895 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3462406.250000 Penalty: 5115.072266
	Iteration 13Q: 3 clusters Score -3462406 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3462979.500000 Penalty: 5115.072266
	Iteration 14Q: 3 clusters Score -3462980 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3463449.250000 Penalty: 5115.072266
	Iteration 15Q: 3 clusters Score -3463449 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3463808.750000 Penalty: 5115.072266
	Iteration 16Q: 3 clusters Score -3463809 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3464018.000000 Penalty: 5115.072266
	Iteration 17Q: 3 clusters Score -3464018 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3464187.000000 Penalty: 5115.072266
	Iteration 18Q: 3 clusters Score -3464187 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3464323.750000 Penalty: 5115.072266
	Iteration 19Q: 3 clusters Score -3464324 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3464443.750000 Penalty: 5115.072266
	Iteration 20F: 3 clusters Score -3464444 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3464546.250000 Penalty: 5115.072266
	Iteration 21Q: 3 clusters Score -3464546 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3464615.750000 Penalty: 5115.072266
	Iteration 22Q: 3 clusters Score -3464616 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3464696.000000 Penalty: 5115.072266
	Iteration 23Q: 3 clusters Score -3464696 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3464733.250000 Penalty: 5115.072266
	Iteration 24Q: 3 clusters Score -3464733 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3464771.750000 Penalty: 5115.072266
	Iteration 25Q: 3 clusters Score -3464772 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3464832.250000 Penalty: 5115.072266
	Iteration 26Q: 3 clusters Score -3464832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3464881.750000 Penalty: 5115.072266
	Iteration 27Q: 3 clusters Score -3464882 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3464903.750000 Penalty: 5115.072266
	Iteration 28Q: 3 clusters Score -3464904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3464934.250000 Penalty: 5115.072266
	Iteration 29Q: 3 clusters Score -3464934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3464964.000000 Penalty: 5115.072266
	Iteration 30Q: 3 clusters Score -3464964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3464979.250000 Penalty: 5115.072266
	Iteration 31Q: 3 clusters Score -3464979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3464982.250000 Penalty: 5115.072266
	Iteration 32Q: 3 clusters Score -3464982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3464995.000000 Penalty: 5115.072266
	Iteration 33Q: 3 clusters Score -3464995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3465005.750000 Penalty: 5115.072266
	Iteration 34Q: 3 clusters Score -3465006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3465018.250000 Penalty: 5115.072266
	Iteration 35Q: 3 clusters Score -3465018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3465035.750000 Penalty: 5115.072266
	Iteration 36Q: 3 clusters Score -3465036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3465049.750000 Penalty: 5115.072266
	Iteration 37Q: 3 clusters Score -3465050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3465058.000000 Penalty: 5115.072266
	Iteration 38Q: 3 clusters Score -3465058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3465069.250000 Penalty: 5115.072266
	Iteration 39Q: 3 clusters Score -3465069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3465081.750000 Penalty: 5115.072266
	Iteration 40F: 3 clusters Score -3465082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3465088.250000 Penalty: 5115.072266
	Iteration 41Q: 3 clusters Score -3465088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3465100.000000 Penalty: 5115.072266
	Iteration 42Q: 3 clusters Score -3465100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3465098.500000 Penalty: 5115.072266
	Iteration 43Q: 3 clusters Score -3465098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3465111.000000 Penalty: 5115.072266
	Iteration 44Q: 3 clusters Score -3465111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3465115.000000 Penalty: 5115.072266
	Iteration 45Q: 3 clusters Score -3465115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3465117.500000 Penalty: 5115.072266
	Iteration 46Q: 3 clusters Score -3465118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3465116.750000 Penalty: 5115.072266
	Iteration 47Q: 3 clusters Score -3465117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3465129.750000 Penalty: 5115.072266
	Iteration 48Q: 3 clusters Score -3465130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3465124.750000 Penalty: 5115.072266
	Iteration 49Q: 3 clusters Score -3465125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3465141.250000 Penalty: 5115.072266
	Iteration 50Q: 3 clusters Score -3465141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3465141.750000 Penalty: 5115.072266
	Iteration 51Q: 3 clusters Score -3465142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3465143.250000 Penalty: 5115.072266
	Iteration 52Q: 3 clusters Score -3465143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3465152.500000 Penalty: 5115.072266
	Iteration 53Q: 3 clusters Score -3465152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3465151.750000 Penalty: 5115.072266
	Iteration 54Q: 3 clusters Score -3465152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3465153.500000 Penalty: 5115.072266
	Iteration 55Q: 3 clusters Score -3465154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3465155.000000 Penalty: 5115.072266
	Iteration 56Q: 3 clusters Score -3465155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3465155.500000 Penalty: 5115.072266
	Iteration 57Q: 3 clusters Score -3465156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3465166.000000 Penalty: 5115.072266
	Iteration 58Q: 3 clusters Score -3465166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3465165.500000 Penalty: 5115.072266
	Iteration 59Q: 3 clusters Score -3465166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3465168.250000 Penalty: 5115.072266
	Iteration 60F: 3 clusters Score -3465168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3465160.000000 Penalty: 5115.072266
	Iteration 61Q: 3 clusters Score -3465160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3465162.500000 Penalty: 5115.072266
	Iteration 62Q: 3 clusters Score -3465162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3465160.250000 Penalty: 5115.072266
	Iteration 63Q: 3 clusters Score -3465160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3465165.750000 Penalty: 5115.072266
	Iteration 64Q: 3 clusters Score -3465166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3465167.500000 Penalty: 5115.072266
	Iteration 65Q: 3 clusters Score -3465168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3465170.750000 Penalty: 5115.072266
	Iteration 66Q: 3 clusters Score -3465171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3465178.500000 Penalty: 5115.072266
	Iteration 67Q: 3 clusters Score -3465178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3465181.000000 Penalty: 5115.072266
	Iteration 68Q: 3 clusters Score -3465181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3465182.750000 Penalty: 5115.072266
	Iteration 69Q: 3 clusters Score -3465183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3465186.500000 Penalty: 5115.072266
	Iteration 70Q: 3 clusters Score -3465186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3465184.750000 Penalty: 5115.072266
	Iteration 71Q: 3 clusters Score -3465185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3465190.000000 Penalty: 5115.072266
	Iteration 72Q: 3 clusters Score -3465190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3465192.750000 Penalty: 5115.072266
	Iteration 73Q: 3 clusters Score -3465193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3465192.500000 Penalty: 5115.072266
	Iteration 74Q: 3 clusters Score -3465192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3465197.000000 Penalty: 5115.072266
	Iteration 75Q: 3 clusters Score -3465197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3465194.500000 Penalty: 5115.072266
	Iteration 76Q: 3 clusters Score -3465194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3465197.750000 Penalty: 5115.072266
	Iteration 77Q: 3 clusters Score -3465198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3465200.500000 Penalty: 5115.072266
	Iteration 78Q: 3 clusters Score -3465200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3465197.500000 Penalty: 5115.072266
	Iteration 79Q: 3 clusters Score -3465198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3465199.250000 Penalty: 5115.072266
	Iteration 80F: 3 clusters Score -3465199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3465196.250000 Penalty: 5115.072266
	Iteration 81Q: 3 clusters Score -3465196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3465198.250000 Penalty: 5115.072266
	Iteration 82Q: 3 clusters Score -3465198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3465196.500000 Penalty: 5115.072266
	Iteration 83Q: 3 clusters Score -3465196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3465196.500000 Penalty: 5115.072266
	Iteration 84F: 3 clusters Score -3465196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Entering Unmasked Estep 
Score: -2167765.500000 Penalty: 2446.611816
	Iteration 0F: 2 clusters Score -2167766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2154157.000000 Penalty: 4893.223633
	Iteration 0F: 3 clusters Score -2154157 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2158861.250000 Penalty: 4893.223633
	Iteration 1F: 3 clusters Score -2158861 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2159525.250000 Penalty: 4893.223633
	Iteration 2F: 3 clusters Score -2159525 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2160232.500000 Penalty: 4893.223633
	Iteration 3F: 3 clusters Score -2160232 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2160944.750000 Penalty: 4893.223633
	Iteration 4F: 3 clusters Score -2160945 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2161696.000000 Penalty: 4893.223633
	Iteration 5F: 3 clusters Score -2161696 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2162451.000000 Penalty: 4893.223633
	Iteration 6F: 3 clusters Score -2162451 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2163158.250000 Penalty: 4893.223633
	Iteration 7F: 3 clusters Score -2163158 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2163749.750000 Penalty: 4893.223633
	Iteration 8F: 3 clusters Score -2163750 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2164205.250000 Penalty: 4893.223633
	Iteration 9Q: 3 clusters Score -2164205 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2164556.750000 Penalty: 4893.223633
	Iteration 10Q: 3 clusters Score -2164557 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2164859.750000 Penalty: 4893.223633
	Iteration 11Q: 3 clusters Score -2164860 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2165150.500000 Penalty: 4893.223633
	Iteration 12Q: 3 clusters Score -2165150 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2165445.750000 Penalty: 4893.223633
	Iteration 13Q: 3 clusters Score -2165446 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2165757.750000 Penalty: 4893.223633
	Iteration 14Q: 3 clusters Score -2165758 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2166047.500000 Penalty: 4893.223633
	Iteration 15Q: 3 clusters Score -2166048 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2166260.500000 Penalty: 4893.223633
	Iteration 16Q: 3 clusters Score -2166260 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2166421.750000 Penalty: 4893.223633
	Iteration 17Q: 3 clusters Score -2166422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2166521.500000 Penalty: 4893.223633
	Iteration 18Q: 3 clusters Score -2166522 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2166591.750000 Penalty: 4893.223633
	Iteration 19Q: 3 clusters Score -2166592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2166655.000000 Penalty: 4893.223633
	Iteration 20F: 3 clusters Score -2166655 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2166725.750000 Penalty: 4893.223633
	Iteration 21Q: 3 clusters Score -2166726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2166795.250000 Penalty: 4893.223633
	Iteration 22Q: 3 clusters Score -2166795 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2166866.500000 Penalty: 4893.223633
	Iteration 23Q: 3 clusters Score -2166866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2166917.000000 Penalty: 4893.223633
	Iteration 24Q: 3 clusters Score -2166917 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2166968.250000 Penalty: 4893.223633
	Iteration 25Q: 3 clusters Score -2166968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2167008.250000 Penalty: 4893.223633
	Iteration 26Q: 3 clusters Score -2167008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2167038.000000 Penalty: 4893.223633
	Iteration 27Q: 3 clusters Score -2167038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2167056.000000 Penalty: 4893.223633
	Iteration 28Q: 3 clusters Score -2167056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2167082.500000 Penalty: 4893.223633
	Iteration 29Q: 3 clusters Score -2167082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2167092.250000 Penalty: 4893.223633
	Iteration 30Q: 3 clusters Score -2167092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2167101.500000 Penalty: 4893.223633
	Iteration 31Q: 3 clusters Score -2167102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2167109.000000 Penalty: 4893.223633
	Iteration 32Q: 3 clusters Score -2167109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2167126.500000 Penalty: 4893.223633
	Iteration 33Q: 3 clusters Score -2167126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2167136.250000 Penalty: 4893.223633
	Iteration 34Q: 3 clusters Score -2167136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2167137.750000 Penalty: 4893.223633
	Iteration 35Q: 3 clusters Score -2167138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2167137.250000 Penalty: 4893.223633
	Iteration 36Q: 3 clusters Score -2167137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2167137.250000 Penalty: 4893.223633
	Iteration 37Q: 3 clusters Score -2167137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2167144.250000 Penalty: 4893.223633
	Iteration 38Q: 3 clusters Score -2167144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2167148.500000 Penalty: 4893.223633
	Iteration 39Q: 3 clusters Score -2167148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2167148.250000 Penalty: 4893.223633
	Iteration 40F: 3 clusters Score -2167148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2167149.750000 Penalty: 4893.223633
	Iteration 41Q: 3 clusters Score -2167150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2167155.250000 Penalty: 4893.223633
	Iteration 42Q: 3 clusters Score -2167155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2167157.250000 Penalty: 4893.223633
	Iteration 43Q: 3 clusters Score -2167157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2167158.750000 Penalty: 4893.223633
	Iteration 44Q: 3 clusters Score -2167159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2167164.750000 Penalty: 4893.223633
	Iteration 45Q: 3 clusters Score -2167165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2167163.000000 Penalty: 4893.223633
	Iteration 46Q: 3 clusters Score -2167163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2167165.750000 Penalty: 4893.223633
	Iteration 47Q: 3 clusters Score -2167166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2167170.500000 Penalty: 4893.223633
	Iteration 48Q: 3 clusters Score -2167170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2167167.750000 Penalty: 4893.223633
	Iteration 49Q: 3 clusters Score -2167168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2167167.750000 Penalty: 4893.223633
	Iteration 50Q: 3 clusters Score -2167168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2167170.500000 Penalty: 4893.223633
	Iteration 51Q: 3 clusters Score -2167170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2167167.000000 Penalty: 4893.223633
	Iteration 52Q: 3 clusters Score -2167167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2167168.750000 Penalty: 4893.223633
	Iteration 53Q: 3 clusters Score -2167169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2167167.500000 Penalty: 4893.223633
	Iteration 54Q: 3 clusters Score -2167168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2167168.500000 Penalty: 4893.223633
	Iteration 55Q: 3 clusters Score -2167168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2167168.500000 Penalty: 4893.223633
	Iteration 56F: 3 clusters Score -2167168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -372380.187500 Penalty: 2018.870483
	Iteration 0F: 2 clusters Score -372380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -368958.968750 Penalty: 4037.740967
	Iteration 0F: 3 clusters Score -368959 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -370529.875000 Penalty: 4037.740967
	Iteration 1F: 3 clusters Score -370529.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -371640.937500 Penalty: 4037.740967
	Iteration 2F: 3 clusters Score -371640.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -372307.093750 Penalty: 4037.740967
	Iteration 3F: 3 clusters Score -372307.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -372629.312500 Penalty: 4037.740967
	Iteration 4F: 3 clusters Score -372629.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -372813.875000 Penalty: 4037.740967
	Iteration 5Q: 3 clusters Score -372813.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -372925.500000 Penalty: 4037.740967
	Iteration 6Q: 3 clusters Score -372925.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -372997.062500 Penalty: 4037.740967
	Iteration 7Q: 3 clusters Score -372997.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -373048.375000 Penalty: 4037.740967
	Iteration 8Q: 3 clusters Score -373048.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -373087.812500 Penalty: 4037.740967
	Iteration 9Q: 3 clusters Score -373087.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -373119.718750 Penalty: 4037.740967
	Iteration 10Q: 3 clusters Score -373119.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -373140.468750 Penalty: 4037.740967
	Iteration 11Q: 3 clusters Score -373140.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -373158.843750 Penalty: 4037.740967
	Iteration 12Q: 3 clusters Score -373158.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -373172.375000 Penalty: 4037.740967
	Iteration 13Q: 3 clusters Score -373172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -373184.281250 Penalty: 4037.740967
	Iteration 14Q: 3 clusters Score -373184.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -373196.593750 Penalty: 4037.740967
	Iteration 15Q: 3 clusters Score -373196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -373203.218750 Penalty: 4037.740967
	Iteration 16Q: 3 clusters Score -373203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -373208.437500 Penalty: 4037.740967
	Iteration 17Q: 3 clusters Score -373208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -373213.343750 Penalty: 4037.740967
	Iteration 18Q: 3 clusters Score -373213.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -373215.593750 Penalty: 4037.740967
	Iteration 19Q: 3 clusters Score -373215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -373221.718750 Penalty: 4037.740967
	Iteration 20F: 3 clusters Score -373221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -373227.812500 Penalty: 4037.740967
	Iteration 21Q: 3 clusters Score -373227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -373232.500000 Penalty: 4037.740967
	Iteration 22Q: 3 clusters Score -373232.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -373234.468750 Penalty: 4037.740967
	Iteration 23Q: 3 clusters Score -373234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -373235.437500 Penalty: 4037.740967
	Iteration 24Q: 3 clusters Score -373235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -373237.000000 Penalty: 4037.740967
	Iteration 25Q: 3 clusters Score -373237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -373236.781250 Penalty: 4037.740967
	Iteration 26Q: 3 clusters Score -373236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -373236.781250 Penalty: 4037.740967
	Iteration 27F: 3 clusters Score -373236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Entering Unmasked Estep 
Score: -212197056.000000 Penalty: 291040.250000
Splitting cluster 39 changes total score from -212189776.000000 to -212197056.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 40 (12761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Entering Unmasked Estep 
Score: -1409803.000000 Penalty: 2344.628906
	Iteration 0F: 2 clusters Score -1409803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1400392.250000 Penalty: 4689.257812
	Iteration 0F: 3 clusters Score -1400392 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1403626.250000 Penalty: 4689.257812
	Iteration 1F: 3 clusters Score -1403626 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1404878.375000 Penalty: 4689.257812
	Iteration 2F: 3 clusters Score -1404878 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1406277.375000 Penalty: 4689.257812
	Iteration 3F: 3 clusters Score -1406277 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1407337.750000 Penalty: 4689.257812
	Iteration 4F: 3 clusters Score -1407338 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1408157.000000 Penalty: 4689.257812
	Iteration 5F: 3 clusters Score -1408157 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1408798.500000 Penalty: 4689.257812
	Iteration 6F: 3 clusters Score -1408798 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1409259.750000 Penalty: 4689.257812
	Iteration 7F: 3 clusters Score -1409260 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1409582.125000 Penalty: 4689.257812
	Iteration 8Q: 3 clusters Score -1409582 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1409826.500000 Penalty: 4689.257812
	Iteration 9Q: 3 clusters Score -1409826 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1410050.500000 Penalty: 4689.257812
	Iteration 10Q: 3 clusters Score -1410050 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1410282.500000 Penalty: 4689.257812
	Iteration 11Q: 3 clusters Score -1410282 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1410509.625000 Penalty: 4689.257812
	Iteration 12Q: 3 clusters Score -1410510 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1410729.125000 Penalty: 4689.257812
	Iteration 13Q: 3 clusters Score -1410729 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1410913.125000 Penalty: 4689.257812
	Iteration 14Q: 3 clusters Score -1410913 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1411021.750000 Penalty: 4689.257812
	Iteration 15Q: 3 clusters Score -1411022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1411104.875000 Penalty: 4689.257812
	Iteration 16Q: 3 clusters Score -1411105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1411146.125000 Penalty: 4689.257812
	Iteration 17Q: 3 clusters Score -1411146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1411169.625000 Penalty: 4689.257812
	Iteration 18Q: 3 clusters Score -1411170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1411185.250000 Penalty: 4689.257812
	Iteration 19Q: 3 clusters Score -1411185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1411188.500000 Penalty: 4689.257812
	Iteration 20F: 3 clusters Score -1411188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1411196.750000 Penalty: 4689.257812
	Iteration 21Q: 3 clusters Score -1411197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1411204.750000 Penalty: 4689.257812
	Iteration 22Q: 3 clusters Score -1411205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1411209.000000 Penalty: 4689.257812
	Iteration 23Q: 3 clusters Score -1411209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1411209.250000 Penalty: 4689.257812
	Iteration 24Q: 3 clusters Score -1411209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1411212.000000 Penalty: 4689.257812
	Iteration 25Q: 3 clusters Score -1411212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1411210.125000 Penalty: 4689.257812
	Iteration 26Q: 3 clusters Score -1411210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1411210.125000 Penalty: 4689.257812
	Iteration 27F: 3 clusters Score -1411210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 15306 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Entering Unmasked Estep 
Score: -212197312.000000 Penalty: 294633.343750
Splitting cluster 40 changes total score from -212189776.000000 to -212197312.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 41 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -764068.312500 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -764068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -758556.312500 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -758556.3 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -760024.250000 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -760024.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -760288.937500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -760288.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -760453.750000 Penalty: 4364.632324
	Iteration 3Q: 3 clusters Score -760453.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -760570.187500 Penalty: 4364.632324
	Iteration 4Q: 3 clusters Score -760570.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -760677.625000 Penalty: 4364.632324
	Iteration 5Q: 3 clusters Score -760677.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -760778.250000 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -760778.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -760858.625000 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -760858.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -760945.375000 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -760945.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -761007.375000 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -761007.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -761070.000000 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -761070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -761137.562500 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -761137.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -761216.750000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -761216.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -761297.625000 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -761297.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -761384.375000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -761384.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -761457.000000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -761457 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -761532.000000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -761532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -761596.375000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -761596.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -761647.625000 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -761647.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -761705.875000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -761705.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -761749.562500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -761749.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -761785.062500 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -761785.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -761814.062500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -761814.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -761842.312500 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -761842.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -761860.500000 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -761860.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -761874.750000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -761874.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -761884.375000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -761884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -761889.937500 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -761889.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -761894.937500 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -761894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -761897.062500 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -761897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -761897.937500 Penalty: 4364.632324
	Iteration 30Q: 3 clusters Score -761897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -761906.000000 Penalty: 4364.632324
	Iteration 31Q: 3 clusters Score -761906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -761908.250000 Penalty: 4364.632324
	Iteration 32Q: 3 clusters Score -761908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -761911.312500 Penalty: 4364.632324
	Iteration 33Q: 3 clusters Score -761911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -761910.937500 Penalty: 4364.632324
	Iteration 34Q: 3 clusters Score -761910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -761914.125000 Penalty: 4364.632324
	Iteration 35Q: 3 clusters Score -761914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -761915.687500 Penalty: 4364.632324
	Iteration 36Q: 3 clusters Score -761915.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -761918.562500 Penalty: 4364.632324
	Iteration 37Q: 3 clusters Score -761918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -761922.937500 Penalty: 4364.632324
	Iteration 38Q: 3 clusters Score -761922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -761925.500000 Penalty: 4364.632324
	Iteration 39Q: 3 clusters Score -761925.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -761934.875000 Penalty: 4364.632324
	Iteration 40F: 3 clusters Score -761934.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -761939.375000 Penalty: 4364.632324
	Iteration 41Q: 3 clusters Score -761939.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -761943.187500 Penalty: 4364.632324
	Iteration 42Q: 3 clusters Score -761943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -761948.812500 Penalty: 4364.632324
	Iteration 43Q: 3 clusters Score -761948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -761953.750000 Penalty: 4364.632324
	Iteration 44Q: 3 clusters Score -761953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -761958.750000 Penalty: 4364.632324
	Iteration 45Q: 3 clusters Score -761958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -761962.937500 Penalty: 4364.632324
	Iteration 46Q: 3 clusters Score -761962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -761964.937500 Penalty: 4364.632324
	Iteration 47Q: 3 clusters Score -761964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -761964.000000 Penalty: 4364.632324
	Iteration 48Q: 3 clusters Score -761964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -761967.687500 Penalty: 4364.632324
	Iteration 49Q: 3 clusters Score -761967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -761967.812500 Penalty: 4364.632324
	Iteration 50Q: 3 clusters Score -761967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -761971.062500 Penalty: 4364.632324
	Iteration 51Q: 3 clusters Score -761971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -761972.312500 Penalty: 4364.632324
	Iteration 52Q: 3 clusters Score -761972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -761973.187500 Penalty: 4364.632324
	Iteration 53Q: 3 clusters Score -761973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -761979.062500 Penalty: 4364.632324
	Iteration 54Q: 3 clusters Score -761979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -761979.437500 Penalty: 4364.632324
	Iteration 55Q: 3 clusters Score -761979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -761980.812500 Penalty: 4364.632324
	Iteration 56Q: 3 clusters Score -761980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -761981.937500 Penalty: 4364.632324
	Iteration 57Q: 3 clusters Score -761981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -761984.312500 Penalty: 4364.632324
	Iteration 58Q: 3 clusters Score -761984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -761985.937500 Penalty: 4364.632324
	Iteration 59Q: 3 clusters Score -761985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -761986.062500 Penalty: 4364.632324
	Iteration 60F: 3 clusters Score -761986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -761986.250000 Penalty: 4364.632324
	Iteration 61Q: 3 clusters Score -761986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -761986.750000 Penalty: 4364.632324
	Iteration 62Q: 3 clusters Score -761986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -761987.250000 Penalty: 4364.632324
	Iteration 63Q: 3 clusters Score -761987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -761989.437500 Penalty: 4364.632324
	Iteration 64Q: 3 clusters Score -761989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -761989.437500 Penalty: 4364.632324
	Iteration 65F: 3 clusters Score -761989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Entering Unmasked Estep 
Score: -1561437.000000 Penalty: 2389.728271
	Iteration 0F: 2 clusters Score -1561437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1550411.375000 Penalty: 4779.456543
	Iteration 0F: 3 clusters Score -1550411 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1554650.250000 Penalty: 4779.456543
	Iteration 1F: 3 clusters Score -1554650 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1556135.125000 Penalty: 4779.456543
	Iteration 2F: 3 clusters Score -1556135 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1557557.500000 Penalty: 4779.456543
	Iteration 3F: 3 clusters Score -1557558 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1558616.000000 Penalty: 4779.456543
	Iteration 4F: 3 clusters Score -1558616 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1559194.375000 Penalty: 4779.456543
	Iteration 5F: 3 clusters Score -1559194 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1559476.750000 Penalty: 4779.456543
	Iteration 6Q: 3 clusters Score -1559477 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1559643.625000 Penalty: 4779.456543
	Iteration 7Q: 3 clusters Score -1559644 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1559774.500000 Penalty: 4779.456543
	Iteration 8Q: 3 clusters Score -1559774 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1559864.125000 Penalty: 4779.456543
	Iteration 9Q: 3 clusters Score -1559864 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1559942.125000 Penalty: 4779.456543
	Iteration 10Q: 3 clusters Score -1559942 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1560029.250000 Penalty: 4779.456543
	Iteration 11Q: 3 clusters Score -1560029 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1560139.875000 Penalty: 4779.456543
	Iteration 12Q: 3 clusters Score -1560140 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1560246.625000 Penalty: 4779.456543
	Iteration 13Q: 3 clusters Score -1560247 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1560394.875000 Penalty: 4779.456543
	Iteration 14Q: 3 clusters Score -1560395 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1560528.375000 Penalty: 4779.456543
	Iteration 15Q: 3 clusters Score -1560528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1560666.125000 Penalty: 4779.456543
	Iteration 16Q: 3 clusters Score -1560666 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1560808.500000 Penalty: 4779.456543
	Iteration 17Q: 3 clusters Score -1560808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1560945.500000 Penalty: 4779.456543
	Iteration 18Q: 3 clusters Score -1560946 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1561057.375000 Penalty: 4779.456543
	Iteration 19Q: 3 clusters Score -1561057 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1561143.375000 Penalty: 4779.456543
	Iteration 20F: 3 clusters Score -1561143 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1561227.500000 Penalty: 4779.456543
	Iteration 21Q: 3 clusters Score -1561228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1561299.375000 Penalty: 4779.456543
	Iteration 22Q: 3 clusters Score -1561299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1561377.000000 Penalty: 4779.456543
	Iteration 23Q: 3 clusters Score -1561377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1561464.250000 Penalty: 4779.456543
	Iteration 24Q: 3 clusters Score -1561464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1561596.625000 Penalty: 4779.456543
	Iteration 25Q: 3 clusters Score -1561597 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1561709.250000 Penalty: 4779.456543
	Iteration 26Q: 3 clusters Score -1561709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1561762.125000 Penalty: 4779.456543
	Iteration 27Q: 3 clusters Score -1561762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1561835.125000 Penalty: 4779.456543
	Iteration 28Q: 3 clusters Score -1561835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1561884.875000 Penalty: 4779.456543
	Iteration 29Q: 3 clusters Score -1561885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1561918.250000 Penalty: 4779.456543
	Iteration 30Q: 3 clusters Score -1561918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1561949.500000 Penalty: 4779.456543
	Iteration 31Q: 3 clusters Score -1561950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1561962.750000 Penalty: 4779.456543
	Iteration 32Q: 3 clusters Score -1561963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1561981.625000 Penalty: 4779.456543
	Iteration 33Q: 3 clusters Score -1561982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1561993.375000 Penalty: 4779.456543
	Iteration 34Q: 3 clusters Score -1561993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1562001.375000 Penalty: 4779.456543
	Iteration 35Q: 3 clusters Score -1562001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1562012.000000 Penalty: 4779.456543
	Iteration 36Q: 3 clusters Score -1562012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1562018.500000 Penalty: 4779.456543
	Iteration 37Q: 3 clusters Score -1562018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1562025.125000 Penalty: 4779.456543
	Iteration 38Q: 3 clusters Score -1562025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1562031.875000 Penalty: 4779.456543
	Iteration 39Q: 3 clusters Score -1562032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1562037.750000 Penalty: 4779.456543
	Iteration 40F: 3 clusters Score -1562038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1562047.500000 Penalty: 4779.456543
	Iteration 41Q: 3 clusters Score -1562048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1562051.000000 Penalty: 4779.456543
	Iteration 42Q: 3 clusters Score -1562051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1562058.000000 Penalty: 4779.456543
	Iteration 43Q: 3 clusters Score -1562058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1562055.875000 Penalty: 4779.456543
	Iteration 44Q: 3 clusters Score -1562056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1562063.375000 Penalty: 4779.456543
	Iteration 45Q: 3 clusters Score -1562063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1562062.000000 Penalty: 4779.456543
	Iteration 46Q: 3 clusters Score -1562062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1562063.500000 Penalty: 4779.456543
	Iteration 47Q: 3 clusters Score -1562064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1562064.500000 Penalty: 4779.456543
	Iteration 48Q: 3 clusters Score -1562064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1562065.375000 Penalty: 4779.456543
	Iteration 49Q: 3 clusters Score -1562065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1562066.875000 Penalty: 4779.456543
	Iteration 50Q: 3 clusters Score -1562067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1562066.875000 Penalty: 4779.456543
	Iteration 51F: 3 clusters Score -1562067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 5994 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Entering Unmasked Estep 
Score: -212196528.000000 Penalty: 298226.437500
Splitting cluster 42 changes total score from -212189776.000000 to -212196528.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 43 (57296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Entering Unmasked Estep 
Score: -6575529.500000 Penalty: 2717.084473
	Iteration 0F: 2 clusters Score -6575530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -6536771.500000 Penalty: 5434.168945
	Iteration 0F: 3 clusters Score -6536772 nChanged 26612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6552127.000000 Penalty: 5434.168945
	Iteration 1F: 3 clusters Score -6552127 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -6553607.500000 Penalty: 5434.168945
	Iteration 2F: 3 clusters Score -6553608 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -6555939.500000 Penalty: 5434.168945
	Iteration 3F: 3 clusters Score -6555940 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -6559130.500000 Penalty: 5434.168945
	Iteration 4F: 3 clusters Score -6559130 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -6562410.000000 Penalty: 5434.168945
	Iteration 5F: 3 clusters Score -6562410 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -6564880.000000 Penalty: 5434.168945
	Iteration 6F: 3 clusters Score -6564880 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -6566646.000000 Penalty: 5434.168945
	Iteration 7F: 3 clusters Score -6566646 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -6567938.000000 Penalty: 5434.168945
	Iteration 8Q: 3 clusters Score -6567938 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6568877.000000 Penalty: 5434.168945
	Iteration 9Q: 3 clusters Score -6568877 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -6569650.500000 Penalty: 5434.168945
	Iteration 10Q: 3 clusters Score -6569650 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -6570338.500000 Penalty: 5434.168945
	Iteration 11Q: 3 clusters Score -6570338 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -6570928.500000 Penalty: 5434.168945
	Iteration 12Q: 3 clusters Score -6570928 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6571404.500000 Penalty: 5434.168945
	Iteration 13Q: 3 clusters Score -6571404 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -6571820.000000 Penalty: 5434.168945
	Iteration 14Q: 3 clusters Score -6571820 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6572149.500000 Penalty: 5434.168945
	Iteration 15Q: 3 clusters Score -6572150 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6572465.000000 Penalty: 5434.168945
	Iteration 16Q: 3 clusters Score -6572465 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6572681.500000 Penalty: 5434.168945
	Iteration 17Q: 3 clusters Score -6572682 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6572836.500000 Penalty: 5434.168945
	Iteration 18Q: 3 clusters Score -6572836 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6572938.500000 Penalty: 5434.168945
	Iteration 19Q: 3 clusters Score -6572938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6573035.500000 Penalty: 5434.168945
	Iteration 20F: 3 clusters Score -6573036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6573106.000000 Penalty: 5434.168945
	Iteration 21Q: 3 clusters Score -6573106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6573165.500000 Penalty: 5434.168945
	Iteration 22Q: 3 clusters Score -6573166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6573203.000000 Penalty: 5434.168945
	Iteration 23Q: 3 clusters Score -6573203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6573231.500000 Penalty: 5434.168945
	Iteration 24Q: 3 clusters Score -6573232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6573257.000000 Penalty: 5434.168945
	Iteration 25Q: 3 clusters Score -6573257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6573285.000000 Penalty: 5434.168945
	Iteration 26Q: 3 clusters Score -6573285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6573299.000000 Penalty: 5434.168945
	Iteration 27Q: 3 clusters Score -6573299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6573309.000000 Penalty: 5434.168945
	Iteration 28Q: 3 clusters Score -6573309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6573318.000000 Penalty: 5434.168945
	Iteration 29Q: 3 clusters Score -6573318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6573333.500000 Penalty: 5434.168945
	Iteration 30Q: 3 clusters Score -6573334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6573344.000000 Penalty: 5434.168945
	Iteration 31Q: 3 clusters Score -6573344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6573356.500000 Penalty: 5434.168945
	Iteration 32Q: 3 clusters Score -6573356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6573367.500000 Penalty: 5434.168945
	Iteration 33Q: 3 clusters Score -6573368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6573373.000000 Penalty: 5434.168945
	Iteration 34Q: 3 clusters Score -6573373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6573389.000000 Penalty: 5434.168945
	Iteration 35Q: 3 clusters Score -6573389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6573399.500000 Penalty: 5434.168945
	Iteration 36Q: 3 clusters Score -6573400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6573400.500000 Penalty: 5434.168945
	Iteration 37Q: 3 clusters Score -6573400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6573406.000000 Penalty: 5434.168945
	Iteration 38Q: 3 clusters Score -6573406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6573409.000000 Penalty: 5434.168945
	Iteration 39Q: 3 clusters Score -6573409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6573409.000000 Penalty: 5434.168945
	Iteration 40F: 3 clusters Score -6573409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Entering Unmasked Estep 
Score: -4424281.000000 Penalty: 2617.175537
	Iteration 0F: 2 clusters Score -4424281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4398214.500000 Penalty: 5234.351074
	Iteration 0F: 3 clusters Score -4398214 nChanged 17484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4408204.000000 Penalty: 5234.351074
	Iteration 1F: 3 clusters Score -4408204 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4409107.500000 Penalty: 5234.351074
	Iteration 2F: 3 clusters Score -4409108 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4410172.000000 Penalty: 5234.351074
	Iteration 3F: 3 clusters Score -4410172 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4411438.500000 Penalty: 5234.351074
	Iteration 4F: 3 clusters Score -4411438 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4412736.000000 Penalty: 5234.351074
	Iteration 5F: 3 clusters Score -4412736 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4414107.000000 Penalty: 5234.351074
	Iteration 6F: 3 clusters Score -4414107 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -4415628.500000 Penalty: 5234.351074
	Iteration 7F: 3 clusters Score -4415628 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4417225.500000 Penalty: 5234.351074
	Iteration 8F: 3 clusters Score -4417226 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4418801.000000 Penalty: 5234.351074
	Iteration 9F: 3 clusters Score -4418801 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4420150.500000 Penalty: 5234.351074
	Iteration 10Q: 3 clusters Score -4420150 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4421169.500000 Penalty: 5234.351074
	Iteration 11Q: 3 clusters Score -4421170 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4421865.000000 Penalty: 5234.351074
	Iteration 12Q: 3 clusters Score -4421865 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4422242.000000 Penalty: 5234.351074
	Iteration 13Q: 3 clusters Score -4422242 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4422465.500000 Penalty: 5234.351074
	Iteration 14Q: 3 clusters Score -4422466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4422596.500000 Penalty: 5234.351074
	Iteration 15Q: 3 clusters Score -4422596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4422713.000000 Penalty: 5234.351074
	Iteration 16Q: 3 clusters Score -4422713 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -4422813.500000 Penalty: 5234.351074
	Iteration 17Q: 3 clusters Score -4422814 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4422865.500000 Penalty: 5234.351074
	Iteration 18Q: 3 clusters Score -4422866 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4422918.000000 Penalty: 5234.351074
	Iteration 19Q: 3 clusters Score -4422918 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4422976.500000 Penalty: 5234.351074
	Iteration 20F: 3 clusters Score -4422976 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4423032.000000 Penalty: 5234.351074
	Iteration 21Q: 3 clusters Score -4423032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4423047.000000 Penalty: 5234.351074
	Iteration 22Q: 3 clusters Score -4423047 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4423072.000000 Penalty: 5234.351074
	Iteration 23Q: 3 clusters Score -4423072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4423099.000000 Penalty: 5234.351074
	Iteration 24Q: 3 clusters Score -4423099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4423121.500000 Penalty: 5234.351074
	Iteration 25Q: 3 clusters Score -4423122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4423130.500000 Penalty: 5234.351074
	Iteration 26Q: 3 clusters Score -4423130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4423148.000000 Penalty: 5234.351074
	Iteration 27Q: 3 clusters Score -4423148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4423161.500000 Penalty: 5234.351074
	Iteration 28Q: 3 clusters Score -4423162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4423186.500000 Penalty: 5234.351074
	Iteration 29Q: 3 clusters Score -4423186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4423191.500000 Penalty: 5234.351074
	Iteration 30Q: 3 clusters Score -4423192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4423219.500000 Penalty: 5234.351074
	Iteration 31Q: 3 clusters Score -4423220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4423232.500000 Penalty: 5234.351074
	Iteration 32Q: 3 clusters Score -4423232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4423233.000000 Penalty: 5234.351074
	Iteration 33Q: 3 clusters Score -4423233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4423250.000000 Penalty: 5234.351074
	Iteration 34Q: 3 clusters Score -4423250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4423261.000000 Penalty: 5234.351074
	Iteration 35Q: 3 clusters Score -4423261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4423277.000000 Penalty: 5234.351074
	Iteration 36Q: 3 clusters Score -4423277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4423280.500000 Penalty: 5234.351074
	Iteration 37Q: 3 clusters Score -4423280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4423293.500000 Penalty: 5234.351074
	Iteration 38Q: 3 clusters Score -4423294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4423298.000000 Penalty: 5234.351074
	Iteration 39Q: 3 clusters Score -4423298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4423305.500000 Penalty: 5234.351074
	Iteration 40F: 3 clusters Score -4423306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4423305.000000 Penalty: 5234.351074
	Iteration 41Q: 3 clusters Score -4423305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4423298.000000 Penalty: 5234.351074
	Iteration 42Q: 3 clusters Score -4423298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4423303.000000 Penalty: 5234.351074
	Iteration 43Q: 3 clusters Score -4423303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4423310.500000 Penalty: 5234.351074
	Iteration 44Q: 3 clusters Score -4423310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4423313.000000 Penalty: 5234.351074
	Iteration 45Q: 3 clusters Score -4423313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4423327.000000 Penalty: 5234.351074
	Iteration 46Q: 3 clusters Score -4423327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4423328.500000 Penalty: 5234.351074
	Iteration 47Q: 3 clusters Score -4423328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4423333.500000 Penalty: 5234.351074
	Iteration 48Q: 3 clusters Score -4423334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4423334.000000 Penalty: 5234.351074
	Iteration 49Q: 3 clusters Score -4423334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4423332.000000 Penalty: 5234.351074
	Iteration 50Q: 3 clusters Score -4423332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4423327.500000 Penalty: 5234.351074
	Iteration 51Q: 3 clusters Score -4423328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4423335.500000 Penalty: 5234.351074
	Iteration 52Q: 3 clusters Score -4423336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4423330.500000 Penalty: 5234.351074
	Iteration 53Q: 3 clusters Score -4423330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4423339.500000 Penalty: 5234.351074
	Iteration 54Q: 3 clusters Score -4423340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4423335.500000 Penalty: 5234.351074
	Iteration 55Q: 3 clusters Score -4423336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4423336.500000 Penalty: 5234.351074
	Iteration 56Q: 3 clusters Score -4423336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4423337.500000 Penalty: 5234.351074
	Iteration 57Q: 3 clusters Score -4423338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4423329.500000 Penalty: 5234.351074
	Iteration 58Q: 3 clusters Score -4423330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4423329.000000 Penalty: 5234.351074
	Iteration 59Q: 3 clusters Score -4423329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4423329.000000 Penalty: 5234.351074
	Iteration 60F: 3 clusters Score -4423329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -553407.625000 Penalty: 2157.231445
	Iteration 0F: 2 clusters Score -553407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -548337.562500 Penalty: 4314.462891
	Iteration 0F: 3 clusters Score -548337.6 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -550325.500000 Penalty: 4314.462891
	Iteration 1F: 3 clusters Score -550325.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -551619.687500 Penalty: 4314.462891
	Iteration 2F: 3 clusters Score -551619.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -552722.500000 Penalty: 4314.462891
	Iteration 3F: 3 clusters Score -552722.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -553477.625000 Penalty: 4314.462891
	Iteration 4F: 3 clusters Score -553477.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -554049.062500 Penalty: 4314.462891
	Iteration 5F: 3 clusters Score -554049.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -554443.812500 Penalty: 4314.462891
	Iteration 6F: 3 clusters Score -554443.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -554701.062500 Penalty: 4314.462891
	Iteration 7Q: 3 clusters Score -554701.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -554873.625000 Penalty: 4314.462891
	Iteration 8Q: 3 clusters Score -554873.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -554960.312500 Penalty: 4314.462891
	Iteration 9Q: 3 clusters Score -554960.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -555022.812500 Penalty: 4314.462891
	Iteration 10Q: 3 clusters Score -555022.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -555097.625000 Penalty: 4314.462891
	Iteration 11Q: 3 clusters Score -555097.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -555170.750000 Penalty: 4314.462891
	Iteration 12Q: 3 clusters Score -555170.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -555266.375000 Penalty: 4314.462891
	Iteration 13Q: 3 clusters Score -555266.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -555380.875000 Penalty: 4314.462891
	Iteration 14Q: 3 clusters Score -555380.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -555507.937500 Penalty: 4314.462891
	Iteration 15Q: 3 clusters Score -555507.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -555573.625000 Penalty: 4314.462891
	Iteration 16Q: 3 clusters Score -555573.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -555622.687500 Penalty: 4314.462891
	Iteration 17Q: 3 clusters Score -555622.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -555668.437500 Penalty: 4314.462891
	Iteration 18Q: 3 clusters Score -555668.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -555728.875000 Penalty: 4314.462891
	Iteration 19Q: 3 clusters Score -555728.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -555812.187500 Penalty: 4314.462891
	Iteration 20F: 3 clusters Score -555812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -555859.312500 Penalty: 4314.462891
	Iteration 21Q: 3 clusters Score -555859.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -555864.812500 Penalty: 4314.462891
	Iteration 22Q: 3 clusters Score -555864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -555866.937500 Penalty: 4314.462891
	Iteration 23Q: 3 clusters Score -555866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -555866.812500 Penalty: 4314.462891
	Iteration 24Q: 3 clusters Score -555866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -555866.687500 Penalty: 4314.462891
	Iteration 25Q: 3 clusters Score -555866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -555866.625000 Penalty: 4314.462891
	Iteration 26Q: 3 clusters Score -555866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -555867.250000 Penalty: 4314.462891
	Iteration 27Q: 3 clusters Score -555867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -555867.875000 Penalty: 4314.462891
	Iteration 28Q: 3 clusters Score -555867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -555868.062500 Penalty: 4314.462891
	Iteration 29Q: 3 clusters Score -555868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -555868.062500 Penalty: 4314.462891
	Iteration 30F: 3 clusters Score -555868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 4580 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Entering Unmasked Estep 
Score: -212197776.000000 Penalty: 301819.531250
Splitting cluster 45 changes total score from -212189776.000000 to -212197776.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 46 (84593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Entering Unmasked Estep 
Score: -9815680.000000 Penalty: 2813.710449
	Iteration 0F: 2 clusters Score -9815680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -9759101.000000 Penalty: 5627.420898
	Iteration 0F: 3 clusters Score -9759101 nChanged 39750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -9781513.000000 Penalty: 5627.420898
	Iteration 1F: 3 clusters Score -9781513 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9782120.000000 Penalty: 5627.420898
	Iteration 2Q: 3 clusters Score -9782120 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -9782721.000000 Penalty: 5627.420898
	Iteration 3Q: 3 clusters Score -9782721 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -9783317.000000 Penalty: 5627.420898
	Iteration 4Q: 3 clusters Score -9783317 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -9784151.000000 Penalty: 5627.420898
	Iteration 5Q: 3 clusters Score -9784151 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9785482.000000 Penalty: 5627.420898
	Iteration 6Q: 3 clusters Score -9785482 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -9787434.000000 Penalty: 5627.420898
	Iteration 7F: 3 clusters Score -9787434 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -9790714.000000 Penalty: 5627.420898
	Iteration 8F: 3 clusters Score -9790714 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -9795794.000000 Penalty: 5627.420898
	Iteration 9F: 3 clusters Score -9795794 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -9801720.000000 Penalty: 5627.420898
	Iteration 10F: 3 clusters Score -9801720 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -9806808.000000 Penalty: 5627.420898
	Iteration 11F: 3 clusters Score -9806808 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -9810008.000000 Penalty: 5627.420898
	Iteration 12Q: 3 clusters Score -9810008 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -9811663.000000 Penalty: 5627.420898
	Iteration 13Q: 3 clusters Score -9811663 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -9812423.000000 Penalty: 5627.420898
	Iteration 14Q: 3 clusters Score -9812423 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -9812743.000000 Penalty: 5627.420898
	Iteration 15Q: 3 clusters Score -9812743 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -9812947.000000 Penalty: 5627.420898
	Iteration 16Q: 3 clusters Score -9812947 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -9813050.000000 Penalty: 5627.420898
	Iteration 17Q: 3 clusters Score -9813050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -9813090.000000 Penalty: 5627.420898
	Iteration 18Q: 3 clusters Score -9813090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -9813150.000000 Penalty: 5627.420898
	Iteration 19Q: 3 clusters Score -9813150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -9813196.000000 Penalty: 5627.420898
	Iteration 20F: 3 clusters Score -9813196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -9813208.000000 Penalty: 5627.420898
	Iteration 21Q: 3 clusters Score -9813208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -9813228.000000 Penalty: 5627.420898
	Iteration 22Q: 3 clusters Score -9813228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -9813229.000000 Penalty: 5627.420898
	Iteration 23Q: 3 clusters Score -9813229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -9813251.000000 Penalty: 5627.420898
	Iteration 24Q: 3 clusters Score -9813251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -9813248.000000 Penalty: 5627.420898
	Iteration 25Q: 3 clusters Score -9813248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -9813249.000000 Penalty: 5627.420898
	Iteration 26Q: 3 clusters Score -9813249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -9813264.000000 Penalty: 5627.420898
	Iteration 27Q: 3 clusters Score -9813264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -9813263.000000 Penalty: 5627.420898
	Iteration 28Q: 3 clusters Score -9813263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -9813269.000000 Penalty: 5627.420898
	Iteration 29Q: 3 clusters Score -9813269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -9813269.000000 Penalty: 5627.420898
	Iteration 30Q: 3 clusters Score -9813269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -9813289.000000 Penalty: 5627.420898
	Iteration 31Q: 3 clusters Score -9813289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -9813276.000000 Penalty: 5627.420898
	Iteration 32Q: 3 clusters Score -9813276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -9813282.000000 Penalty: 5627.420898
	Iteration 33Q: 3 clusters Score -9813282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -9813274.000000 Penalty: 5627.420898
	Iteration 34Q: 3 clusters Score -9813274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -9813273.000000 Penalty: 5627.420898
	Iteration 35Q: 3 clusters Score -9813273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -9813273.000000 Penalty: 5627.420898
	Iteration 36F: 3 clusters Score -9813273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -1092311.375000 Penalty: 2300.735107
	Iteration 0F: 2 clusters Score -1092311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1084305.375000 Penalty: 4601.470215
	Iteration 0F: 3 clusters Score -1084305 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1087136.625000 Penalty: 4601.470215
	Iteration 1F: 3 clusters Score -1087137 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1087865.875000 Penalty: 4601.470215
	Iteration 2F: 3 clusters Score -1087866 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1088631.875000 Penalty: 4601.470215
	Iteration 3F: 3 clusters Score -1088632 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1089446.625000 Penalty: 4601.470215
	Iteration 4F: 3 clusters Score -1089447 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1090197.750000 Penalty: 4601.470215
	Iteration 5F: 3 clusters Score -1090198 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1090896.500000 Penalty: 4601.470215
	Iteration 6F: 3 clusters Score -1090896 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1091413.250000 Penalty: 4601.470215
	Iteration 7F: 3 clusters Score -1091413 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1091758.250000 Penalty: 4601.470215
	Iteration 8Q: 3 clusters Score -1091758 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1091950.000000 Penalty: 4601.470215
	Iteration 9Q: 3 clusters Score -1091950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1092047.500000 Penalty: 4601.470215
	Iteration 10Q: 3 clusters Score -1092048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1092104.875000 Penalty: 4601.470215
	Iteration 11Q: 3 clusters Score -1092105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1092144.250000 Penalty: 4601.470215
	Iteration 12Q: 3 clusters Score -1092144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1092168.250000 Penalty: 4601.470215
	Iteration 13Q: 3 clusters Score -1092168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1092181.875000 Penalty: 4601.470215
	Iteration 14Q: 3 clusters Score -1092182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1092186.875000 Penalty: 4601.470215
	Iteration 15Q: 3 clusters Score -1092187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1092191.375000 Penalty: 4601.470215
	Iteration 16Q: 3 clusters Score -1092191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1092195.500000 Penalty: 4601.470215
	Iteration 17Q: 3 clusters Score -1092196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1092195.000000 Penalty: 4601.470215
	Iteration 18Q: 3 clusters Score -1092195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1092201.500000 Penalty: 4601.470215
	Iteration 19Q: 3 clusters Score -1092202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1092202.375000 Penalty: 4601.470215
	Iteration 20F: 3 clusters Score -1092202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1092201.500000 Penalty: 4601.470215
	Iteration 21Q: 3 clusters Score -1092202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1092205.125000 Penalty: 4601.470215
	Iteration 22Q: 3 clusters Score -1092205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1092205.625000 Penalty: 4601.470215
	Iteration 23Q: 3 clusters Score -1092206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1092205.500000 Penalty: 4601.470215
	Iteration 24Q: 3 clusters Score -1092206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1092206.250000 Penalty: 4601.470215
	Iteration 25Q: 3 clusters Score -1092206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1092206.250000 Penalty: 4601.470215
	Iteration 26F: 3 clusters Score -1092206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -494806.281250 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -494806.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -490558.156250 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -490558.2 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -491572.812500 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -491572.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -491862.718750 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -491862.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -492093.375000 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -492093.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -492326.031250 Penalty: 4181.009277
	Iteration 4F: 3 clusters Score -492326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -492612.750000 Penalty: 4181.009277
	Iteration 5F: 3 clusters Score -492612.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -493019.531250 Penalty: 4181.009277
	Iteration 6F: 3 clusters Score -493019.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -493490.406250 Penalty: 4181.009277
	Iteration 7F: 3 clusters Score -493490.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -493919.187500 Penalty: 4181.009277
	Iteration 8F: 3 clusters Score -493919.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -494227.062500 Penalty: 4181.009277
	Iteration 9F: 3 clusters Score -494227.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -494457.968750 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -494458 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -494689.187500 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -494689.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -494906.687500 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -494906.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -495157.781250 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -495157.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -495338.093750 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -495338.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -495527.406250 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -495527.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -495729.843750 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -495729.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -495850.875000 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -495850.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -495907.375000 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -495907.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -495950.968750 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -495951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -495972.187500 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -495972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -495979.093750 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -495979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -495979.125000 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -495979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -495980.781250 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -495980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -495982.000000 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -495982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -495983.000000 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -495983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -495984.156250 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -495984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -495984.375000 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -495984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -495985.437500 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -495985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -495985.437500 Penalty: 4181.009277
	Iteration 29F: 3 clusters Score -495985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 21718 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Entering Unmasked Estep 
Score: -212198016.000000 Penalty: 305412.593750
Splitting cluster 48 changes total score from -212189776.000000 to -212198016.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 49 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1183693.250000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1183693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1175498.375000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1175498 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1177949.125000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1177949 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1178332.875000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1178333 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1178660.250000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1178660 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1178956.375000 Penalty: 4607.052246
	Iteration 4F: 3 clusters Score -1178956 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1179219.000000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1179219 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1179493.625000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1179494 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1179811.750000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1179812 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1180102.250000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1180102 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1180351.500000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1180352 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1180599.375000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1180599 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1180851.000000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1180851 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1181078.375000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1181078 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1181239.875000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1181240 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1181379.000000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1181379 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1181503.250000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1181503 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1181628.375000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1181628 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1181741.250000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1181741 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1181855.750000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1181856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1181944.000000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1181944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1182011.625000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1182012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1182071.000000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1182071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1182129.125000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1182129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1182171.875000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1182172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1182201.875000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1182202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1182225.625000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1182226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1182250.125000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1182250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1182268.625000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1182269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1182290.750000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1182291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1182309.875000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1182310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1182321.125000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1182321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1182332.875000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1182333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1182339.250000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1182339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1182346.500000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1182346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1182347.750000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1182348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1182346.500000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1182346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1182350.500000 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1182350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1182356.625000 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -1182357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1182359.000000 Penalty: 4607.052246
	Iteration 38Q: 3 clusters Score -1182359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1182365.875000 Penalty: 4607.052246
	Iteration 39Q: 3 clusters Score -1182366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1182367.750000 Penalty: 4607.052246
	Iteration 40F: 3 clusters Score -1182368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1182371.125000 Penalty: 4607.052246
	Iteration 41Q: 3 clusters Score -1182371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1182373.500000 Penalty: 4607.052246
	Iteration 42Q: 3 clusters Score -1182374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1182377.500000 Penalty: 4607.052246
	Iteration 43Q: 3 clusters Score -1182378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1182380.250000 Penalty: 4607.052246
	Iteration 44Q: 3 clusters Score -1182380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1182385.375000 Penalty: 4607.052246
	Iteration 45Q: 3 clusters Score -1182385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1182393.125000 Penalty: 4607.052246
	Iteration 46Q: 3 clusters Score -1182393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1182392.000000 Penalty: 4607.052246
	Iteration 47Q: 3 clusters Score -1182392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1182391.625000 Penalty: 4607.052246
	Iteration 48Q: 3 clusters Score -1182392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1182398.250000 Penalty: 4607.052246
	Iteration 49Q: 3 clusters Score -1182398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1182402.500000 Penalty: 4607.052246
	Iteration 50Q: 3 clusters Score -1182402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1182405.875000 Penalty: 4607.052246
	Iteration 51Q: 3 clusters Score -1182406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1182408.875000 Penalty: 4607.052246
	Iteration 52Q: 3 clusters Score -1182409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1182410.875000 Penalty: 4607.052246
	Iteration 53Q: 3 clusters Score -1182411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1182410.500000 Penalty: 4607.052246
	Iteration 54Q: 3 clusters Score -1182410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1182417.000000 Penalty: 4607.052246
	Iteration 55Q: 3 clusters Score -1182417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1182421.125000 Penalty: 4607.052246
	Iteration 56Q: 3 clusters Score -1182421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1182423.500000 Penalty: 4607.052246
	Iteration 57Q: 3 clusters Score -1182424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1182424.625000 Penalty: 4607.052246
	Iteration 58Q: 3 clusters Score -1182425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1182424.875000 Penalty: 4607.052246
	Iteration 59Q: 3 clusters Score -1182425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1182429.250000 Penalty: 4607.052246
	Iteration 60F: 3 clusters Score -1182429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1182434.500000 Penalty: 4607.052246
	Iteration 61Q: 3 clusters Score -1182434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1182436.500000 Penalty: 4607.052246
	Iteration 62Q: 3 clusters Score -1182436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1182439.750000 Penalty: 4607.052246
	Iteration 63Q: 3 clusters Score -1182440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1182444.500000 Penalty: 4607.052246
	Iteration 64Q: 3 clusters Score -1182444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1182446.875000 Penalty: 4607.052246
	Iteration 65Q: 3 clusters Score -1182447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1182451.875000 Penalty: 4607.052246
	Iteration 66Q: 3 clusters Score -1182452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1182454.125000 Penalty: 4607.052246
	Iteration 67Q: 3 clusters Score -1182454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1182456.750000 Penalty: 4607.052246
	Iteration 68Q: 3 clusters Score -1182457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1182460.125000 Penalty: 4607.052246
	Iteration 69Q: 3 clusters Score -1182460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1182462.750000 Penalty: 4607.052246
	Iteration 70Q: 3 clusters Score -1182463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1182463.500000 Penalty: 4607.052246
	Iteration 71Q: 3 clusters Score -1182464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1182466.250000 Penalty: 4607.052246
	Iteration 72Q: 3 clusters Score -1182466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1182467.125000 Penalty: 4607.052246
	Iteration 73Q: 3 clusters Score -1182467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1182465.375000 Penalty: 4607.052246
	Iteration 74Q: 3 clusters Score -1182465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1182466.250000 Penalty: 4607.052246
	Iteration 75Q: 3 clusters Score -1182466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1182470.125000 Penalty: 4607.052246
	Iteration 76Q: 3 clusters Score -1182470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1182469.625000 Penalty: 4607.052246
	Iteration 77Q: 3 clusters Score -1182470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1182472.375000 Penalty: 4607.052246
	Iteration 78Q: 3 clusters Score -1182472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1182473.250000 Penalty: 4607.052246
	Iteration 79Q: 3 clusters Score -1182473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1182473.125000 Penalty: 4607.052246
	Iteration 80F: 3 clusters Score -1182473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1182472.250000 Penalty: 4607.052246
	Iteration 81Q: 3 clusters Score -1182472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1182472.375000 Penalty: 4607.052246
	Iteration 82Q: 3 clusters Score -1182472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1182470.500000 Penalty: 4607.052246
	Iteration 83Q: 3 clusters Score -1182470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1182472.625000 Penalty: 4607.052246
	Iteration 84Q: 3 clusters Score -1182473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1182472.500000 Penalty: 4607.052246
	Iteration 85Q: 3 clusters Score -1182472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1182472.500000 Penalty: 4607.052246
	Iteration 86F: 3 clusters Score -1182472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Entering Unmasked Estep 
Score: -2338041.500000 Penalty: 2461.752686
	Iteration 0F: 2 clusters Score -2338042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2323765.750000 Penalty: 4923.505371
	Iteration 0F: 3 clusters Score -2323766 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2328564.250000 Penalty: 4923.505371
	Iteration 1F: 3 clusters Score -2328564 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2329166.500000 Penalty: 4923.505371
	Iteration 2F: 3 clusters Score -2329166 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2329819.000000 Penalty: 4923.505371
	Iteration 3F: 3 clusters Score -2329819 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2330587.750000 Penalty: 4923.505371
	Iteration 4F: 3 clusters Score -2330588 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2331401.000000 Penalty: 4923.505371
	Iteration 5F: 3 clusters Score -2331401 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2332157.500000 Penalty: 4923.505371
	Iteration 6F: 3 clusters Score -2332158 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2332726.000000 Penalty: 4923.505371
	Iteration 7F: 3 clusters Score -2332726 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2333154.750000 Penalty: 4923.505371
	Iteration 8Q: 3 clusters Score -2333155 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2333434.000000 Penalty: 4923.505371
	Iteration 9Q: 3 clusters Score -2333434 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2333665.500000 Penalty: 4923.505371
	Iteration 10Q: 3 clusters Score -2333666 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2333846.500000 Penalty: 4923.505371
	Iteration 11Q: 3 clusters Score -2333846 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2333981.500000 Penalty: 4923.505371
	Iteration 12Q: 3 clusters Score -2333982 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2334113.750000 Penalty: 4923.505371
	Iteration 13Q: 3 clusters Score -2334114 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2334226.000000 Penalty: 4923.505371
	Iteration 14Q: 3 clusters Score -2334226 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2334379.500000 Penalty: 4923.505371
	Iteration 15Q: 3 clusters Score -2334380 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2334543.250000 Penalty: 4923.505371
	Iteration 16Q: 3 clusters Score -2334543 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2334715.500000 Penalty: 4923.505371
	Iteration 17Q: 3 clusters Score -2334716 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2334939.000000 Penalty: 4923.505371
	Iteration 18Q: 3 clusters Score -2334939 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2335198.750000 Penalty: 4923.505371
	Iteration 19Q: 3 clusters Score -2335199 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2335456.250000 Penalty: 4923.505371
	Iteration 20F: 3 clusters Score -2335456 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2335779.750000 Penalty: 4923.505371
	Iteration 21Q: 3 clusters Score -2335780 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2336175.500000 Penalty: 4923.505371
	Iteration 22Q: 3 clusters Score -2336176 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2336429.750000 Penalty: 4923.505371
	Iteration 23Q: 3 clusters Score -2336430 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2336572.750000 Penalty: 4923.505371
	Iteration 24Q: 3 clusters Score -2336573 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2336659.000000 Penalty: 4923.505371
	Iteration 25Q: 3 clusters Score -2336659 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2336726.500000 Penalty: 4923.505371
	Iteration 26Q: 3 clusters Score -2336726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2336761.750000 Penalty: 4923.505371
	Iteration 27Q: 3 clusters Score -2336762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2336796.250000 Penalty: 4923.505371
	Iteration 28Q: 3 clusters Score -2336796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2336812.750000 Penalty: 4923.505371
	Iteration 29Q: 3 clusters Score -2336813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2336829.250000 Penalty: 4923.505371
	Iteration 30Q: 3 clusters Score -2336829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2336836.500000 Penalty: 4923.505371
	Iteration 31Q: 3 clusters Score -2336836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2336849.750000 Penalty: 4923.505371
	Iteration 32Q: 3 clusters Score -2336850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2336863.500000 Penalty: 4923.505371
	Iteration 33Q: 3 clusters Score -2336864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2336883.000000 Penalty: 4923.505371
	Iteration 34Q: 3 clusters Score -2336883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2336897.000000 Penalty: 4923.505371
	Iteration 35Q: 3 clusters Score -2336897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2336904.500000 Penalty: 4923.505371
	Iteration 36Q: 3 clusters Score -2336904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2336917.250000 Penalty: 4923.505371
	Iteration 37Q: 3 clusters Score -2336917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2336920.500000 Penalty: 4923.505371
	Iteration 38Q: 3 clusters Score -2336920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2336933.500000 Penalty: 4923.505371
	Iteration 39Q: 3 clusters Score -2336934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2336940.250000 Penalty: 4923.505371
	Iteration 40F: 3 clusters Score -2336940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2336945.750000 Penalty: 4923.505371
	Iteration 41Q: 3 clusters Score -2336946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2336947.000000 Penalty: 4923.505371
	Iteration 42Q: 3 clusters Score -2336947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2336952.250000 Penalty: 4923.505371
	Iteration 43Q: 3 clusters Score -2336952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2336952.500000 Penalty: 4923.505371
	Iteration 44Q: 3 clusters Score -2336952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2336956.250000 Penalty: 4923.505371
	Iteration 45Q: 3 clusters Score -2336956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2336952.000000 Penalty: 4923.505371
	Iteration 46Q: 3 clusters Score -2336952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2336952.000000 Penalty: 4923.505371
	Iteration 47F: 3 clusters Score -2336952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (21718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Entering Unmasked Estep 
Score: -2444343.000000 Penalty: 2476.502441
	Iteration 0F: 2 clusters Score -2444343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2429071.750000 Penalty: 4953.004883
	Iteration 0F: 3 clusters Score -2429072 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2434527.250000 Penalty: 4953.004883
	Iteration 1F: 3 clusters Score -2434527 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2435260.500000 Penalty: 4953.004883
	Iteration 2F: 3 clusters Score -2435260 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2436340.000000 Penalty: 4953.004883
	Iteration 3F: 3 clusters Score -2436340 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2437793.750000 Penalty: 4953.004883
	Iteration 4F: 3 clusters Score -2437794 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2439307.500000 Penalty: 4953.004883
	Iteration 5F: 3 clusters Score -2439308 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2440396.250000 Penalty: 4953.004883
	Iteration 6F: 3 clusters Score -2440396 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2441120.000000 Penalty: 4953.004883
	Iteration 7F: 3 clusters Score -2441120 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2441630.000000 Penalty: 4953.004883
	Iteration 8Q: 3 clusters Score -2441630 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2442046.250000 Penalty: 4953.004883
	Iteration 9Q: 3 clusters Score -2442046 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2442427.750000 Penalty: 4953.004883
	Iteration 10Q: 3 clusters Score -2442428 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2442832.000000 Penalty: 4953.004883
	Iteration 11Q: 3 clusters Score -2442832 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2443356.750000 Penalty: 4953.004883
	Iteration 12Q: 3 clusters Score -2443357 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2443967.000000 Penalty: 4953.004883
	Iteration 13Q: 3 clusters Score -2443967 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2444491.500000 Penalty: 4953.004883
	Iteration 14Q: 3 clusters Score -2444492 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2444913.750000 Penalty: 4953.004883
	Iteration 15Q: 3 clusters Score -2444914 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2445329.750000 Penalty: 4953.004883
	Iteration 16Q: 3 clusters Score -2445330 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2445776.000000 Penalty: 4953.004883
	Iteration 17Q: 3 clusters Score -2445776 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2446145.500000 Penalty: 4953.004883
	Iteration 18Q: 3 clusters Score -2446146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2446323.500000 Penalty: 4953.004883
	Iteration 19Q: 3 clusters Score -2446324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2446396.000000 Penalty: 4953.004883
	Iteration 20F: 3 clusters Score -2446396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2446423.750000 Penalty: 4953.004883
	Iteration 21Q: 3 clusters Score -2446424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2446437.250000 Penalty: 4953.004883
	Iteration 22Q: 3 clusters Score -2446437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2446443.500000 Penalty: 4953.004883
	Iteration 23Q: 3 clusters Score -2446444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2446451.500000 Penalty: 4953.004883
	Iteration 24Q: 3 clusters Score -2446452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2446454.250000 Penalty: 4953.004883
	Iteration 25Q: 3 clusters Score -2446454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2446450.000000 Penalty: 4953.004883
	Iteration 26Q: 3 clusters Score -2446450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2446453.000000 Penalty: 4953.004883
	Iteration 27Q: 3 clusters Score -2446453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2446451.000000 Penalty: 4953.004883
	Iteration 28Q: 3 clusters Score -2446451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2446451.000000 Penalty: 4953.004883
	Iteration 29F: 3 clusters Score -2446451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Entering Unmasked Estep 
Score: -212198624.000000 Penalty: 309005.687500
Splitting cluster 51 changes total score from -212189776.000000 to -212198624.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 52 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1043364.375000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1043364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1035787.437500 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1035787 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1038210.687500 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1038211 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1039092.562500 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1039093 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1040340.312500 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1040340 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1041573.750000 Penalty: 4558.813965
	Iteration 4F: 3 clusters Score -1041574 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1042337.375000 Penalty: 4558.813965
	Iteration 5F: 3 clusters Score -1042337 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1042751.312500 Penalty: 4558.813965
	Iteration 6F: 3 clusters Score -1042751 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1042974.625000 Penalty: 4558.813965
	Iteration 7Q: 3 clusters Score -1042975 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1043101.250000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1043101 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1043178.375000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1043178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1043246.625000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1043247 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1043314.562500 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1043315 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1043366.125000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1043366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1043423.062500 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1043423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1043541.937500 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1043542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1043649.875000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1043650 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1043694.562500 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1043695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1043721.625000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1043722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1043737.437500 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1043737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1043757.812500 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1043758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1043775.625000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1043776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1043787.187500 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1043787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1043793.000000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1043793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1043799.125000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1043799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1043804.187500 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1043804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1043809.437500 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1043809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1043810.125000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1043810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1043810.500000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1043810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1043814.500000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1043814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1043816.250000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1043816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1043815.687500 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1043816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1043816.500000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1043816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1043816.062500 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1043816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1043816.062500 Penalty: 4558.813965
	Iteration 33F: 3 clusters Score -1043816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Entering Unmasked Estep 
Score: -212198304.000000 Penalty: 312598.781250
Splitting cluster 52 changes total score from -212189776.000000 to -212198304.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 53 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -926923.687500 Penalty: 2239.948730
	Iteration 0F: 2 clusters Score -926923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -920329.250000 Penalty: 4479.897461
	Iteration 0F: 3 clusters Score -920329.2 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -922175.937500 Penalty: 4479.897461
	Iteration 1F: 3 clusters Score -922175.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -922506.250000 Penalty: 4479.897461
	Iteration 2F: 3 clusters Score -922506.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -922772.500000 Penalty: 4479.897461
	Iteration 3F: 3 clusters Score -922772.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -923000.375000 Penalty: 4479.897461
	Iteration 4F: 3 clusters Score -923000.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -923151.812500 Penalty: 4479.897461
	Iteration 5Q: 3 clusters Score -923151.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -923251.000000 Penalty: 4479.897461
	Iteration 6Q: 3 clusters Score -923251 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -923334.437500 Penalty: 4479.897461
	Iteration 7Q: 3 clusters Score -923334.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -923426.375000 Penalty: 4479.897461
	Iteration 8Q: 3 clusters Score -923426.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -923500.500000 Penalty: 4479.897461
	Iteration 9Q: 3 clusters Score -923500.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -923571.875000 Penalty: 4479.897461
	Iteration 10Q: 3 clusters Score -923571.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -923639.937500 Penalty: 4479.897461
	Iteration 11Q: 3 clusters Score -923639.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -923703.625000 Penalty: 4479.897461
	Iteration 12Q: 3 clusters Score -923703.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -923779.625000 Penalty: 4479.897461
	Iteration 13Q: 3 clusters Score -923779.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -923862.000000 Penalty: 4479.897461
	Iteration 14Q: 3 clusters Score -923862 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -923939.125000 Penalty: 4479.897461
	Iteration 15Q: 3 clusters Score -923939.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -924015.500000 Penalty: 4479.897461
	Iteration 16Q: 3 clusters Score -924015.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -924071.812500 Penalty: 4479.897461
	Iteration 17Q: 3 clusters Score -924071.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -924127.500000 Penalty: 4479.897461
	Iteration 18Q: 3 clusters Score -924127.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -924173.437500 Penalty: 4479.897461
	Iteration 19Q: 3 clusters Score -924173.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -924210.250000 Penalty: 4479.897461
	Iteration 20F: 3 clusters Score -924210.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -924253.500000 Penalty: 4479.897461
	Iteration 21Q: 3 clusters Score -924253.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -924296.500000 Penalty: 4479.897461
	Iteration 22Q: 3 clusters Score -924296.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -924347.250000 Penalty: 4479.897461
	Iteration 23Q: 3 clusters Score -924347.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -924397.812500 Penalty: 4479.897461
	Iteration 24Q: 3 clusters Score -924397.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -924448.812500 Penalty: 4479.897461
	Iteration 25Q: 3 clusters Score -924448.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -924520.500000 Penalty: 4479.897461
	Iteration 26Q: 3 clusters Score -924520.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -924591.250000 Penalty: 4479.897461
	Iteration 27Q: 3 clusters Score -924591.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -924656.562500 Penalty: 4479.897461
	Iteration 28Q: 3 clusters Score -924656.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -924713.500000 Penalty: 4479.897461
	Iteration 29Q: 3 clusters Score -924713.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -924755.062500 Penalty: 4479.897461
	Iteration 30Q: 3 clusters Score -924755.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -924785.875000 Penalty: 4479.897461
	Iteration 31Q: 3 clusters Score -924785.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -924810.687500 Penalty: 4479.897461
	Iteration 32Q: 3 clusters Score -924810.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -924829.125000 Penalty: 4479.897461
	Iteration 33Q: 3 clusters Score -924829.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -924848.812500 Penalty: 4479.897461
	Iteration 34Q: 3 clusters Score -924848.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -924864.562500 Penalty: 4479.897461
	Iteration 35Q: 3 clusters Score -924864.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -924882.812500 Penalty: 4479.897461
	Iteration 36Q: 3 clusters Score -924882.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -924896.375000 Penalty: 4479.897461
	Iteration 37Q: 3 clusters Score -924896.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -924901.875000 Penalty: 4479.897461
	Iteration 38Q: 3 clusters Score -924901.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -924910.062500 Penalty: 4479.897461
	Iteration 39Q: 3 clusters Score -924910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -924918.562500 Penalty: 4479.897461
	Iteration 40F: 3 clusters Score -924918.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -924924.437500 Penalty: 4479.897461
	Iteration 41Q: 3 clusters Score -924924.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -924933.187500 Penalty: 4479.897461
	Iteration 42Q: 3 clusters Score -924933.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -924936.500000 Penalty: 4479.897461
	Iteration 43Q: 3 clusters Score -924936.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -924942.562500 Penalty: 4479.897461
	Iteration 44Q: 3 clusters Score -924942.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -924947.125000 Penalty: 4479.897461
	Iteration 45Q: 3 clusters Score -924947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -924952.500000 Penalty: 4479.897461
	Iteration 46Q: 3 clusters Score -924952.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -924955.500000 Penalty: 4479.897461
	Iteration 47Q: 3 clusters Score -924955.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -924959.687500 Penalty: 4479.897461
	Iteration 48Q: 3 clusters Score -924959.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -924962.125000 Penalty: 4479.897461
	Iteration 49Q: 3 clusters Score -924962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -924960.812500 Penalty: 4479.897461
	Iteration 50Q: 3 clusters Score -924960.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -924962.062500 Penalty: 4479.897461
	Iteration 51Q: 3 clusters Score -924962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -924966.937500 Penalty: 4479.897461
	Iteration 52Q: 3 clusters Score -924966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -924968.187500 Penalty: 4479.897461
	Iteration 53Q: 3 clusters Score -924968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -924967.750000 Penalty: 4479.897461
	Iteration 54Q: 3 clusters Score -924967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -924967.375000 Penalty: 4479.897461
	Iteration 55Q: 3 clusters Score -924967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -924969.500000 Penalty: 4479.897461
	Iteration 56Q: 3 clusters Score -924969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -924970.500000 Penalty: 4479.897461
	Iteration 57Q: 3 clusters Score -924970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -924968.062500 Penalty: 4479.897461
	Iteration 58Q: 3 clusters Score -924968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -924967.750000 Penalty: 4479.897461
	Iteration 59Q: 3 clusters Score -924967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -924968.875000 Penalty: 4479.897461
	Iteration 60F: 3 clusters Score -924968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -811437.000000 Penalty: 2234.554932
	Iteration 0F: 2 clusters Score -811437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -804917.875000 Penalty: 4469.109863
	Iteration 0F: 3 clusters Score -804917.9 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -807009.750000 Penalty: 4469.109863
	Iteration 1F: 3 clusters Score -807009.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -807603.875000 Penalty: 4469.109863
	Iteration 2F: 3 clusters Score -807603.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -808056.312500 Penalty: 4469.109863
	Iteration 3F: 3 clusters Score -808056.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -808435.000000 Penalty: 4469.109863
	Iteration 4F: 3 clusters Score -808435 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -808737.750000 Penalty: 4469.109863
	Iteration 5F: 3 clusters Score -808737.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -808929.000000 Penalty: 4469.109863
	Iteration 6Q: 3 clusters Score -808929 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -809061.500000 Penalty: 4469.109863
	Iteration 7Q: 3 clusters Score -809061.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -809175.562500 Penalty: 4469.109863
	Iteration 8Q: 3 clusters Score -809175.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -809275.250000 Penalty: 4469.109863
	Iteration 9Q: 3 clusters Score -809275.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -809378.687500 Penalty: 4469.109863
	Iteration 10Q: 3 clusters Score -809378.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -809478.625000 Penalty: 4469.109863
	Iteration 11Q: 3 clusters Score -809478.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -809577.750000 Penalty: 4469.109863
	Iteration 12Q: 3 clusters Score -809577.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -809687.687500 Penalty: 4469.109863
	Iteration 13Q: 3 clusters Score -809687.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -809845.125000 Penalty: 4469.109863
	Iteration 14Q: 3 clusters Score -809845.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -810010.937500 Penalty: 4469.109863
	Iteration 15Q: 3 clusters Score -810010.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -810172.937500 Penalty: 4469.109863
	Iteration 16Q: 3 clusters Score -810172.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -810341.312500 Penalty: 4469.109863
	Iteration 17Q: 3 clusters Score -810341.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -810505.937500 Penalty: 4469.109863
	Iteration 18Q: 3 clusters Score -810505.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -810664.125000 Penalty: 4469.109863
	Iteration 19Q: 3 clusters Score -810664.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -810815.687500 Penalty: 4469.109863
	Iteration 20F: 3 clusters Score -810815.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -810976.187500 Penalty: 4469.109863
	Iteration 21Q: 3 clusters Score -810976.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -811125.750000 Penalty: 4469.109863
	Iteration 22Q: 3 clusters Score -811125.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -811224.187500 Penalty: 4469.109863
	Iteration 23Q: 3 clusters Score -811224.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -811276.125000 Penalty: 4469.109863
	Iteration 24Q: 3 clusters Score -811276.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -811309.875000 Penalty: 4469.109863
	Iteration 25Q: 3 clusters Score -811309.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -811329.437500 Penalty: 4469.109863
	Iteration 26Q: 3 clusters Score -811329.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -811342.562500 Penalty: 4469.109863
	Iteration 27Q: 3 clusters Score -811342.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -811352.937500 Penalty: 4469.109863
	Iteration 28Q: 3 clusters Score -811352.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -811358.625000 Penalty: 4469.109863
	Iteration 29Q: 3 clusters Score -811358.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -811365.500000 Penalty: 4469.109863
	Iteration 30Q: 3 clusters Score -811365.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -811370.812500 Penalty: 4469.109863
	Iteration 31Q: 3 clusters Score -811370.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -811375.625000 Penalty: 4469.109863
	Iteration 32Q: 3 clusters Score -811375.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -811376.812500 Penalty: 4469.109863
	Iteration 33Q: 3 clusters Score -811376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -811381.562500 Penalty: 4469.109863
	Iteration 34Q: 3 clusters Score -811381.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -811386.375000 Penalty: 4469.109863
	Iteration 35Q: 3 clusters Score -811386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -811387.625000 Penalty: 4469.109863
	Iteration 36Q: 3 clusters Score -811387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -811389.000000 Penalty: 4469.109863
	Iteration 37Q: 3 clusters Score -811389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -811390.500000 Penalty: 4469.109863
	Iteration 38Q: 3 clusters Score -811390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -811392.312500 Penalty: 4469.109863
	Iteration 39Q: 3 clusters Score -811392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -811392.250000 Penalty: 4469.109863
	Iteration 40F: 3 clusters Score -811392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -811394.187500 Penalty: 4469.109863
	Iteration 41Q: 3 clusters Score -811394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -811391.562500 Penalty: 4469.109863
	Iteration 42Q: 3 clusters Score -811391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -811393.312500 Penalty: 4469.109863
	Iteration 43Q: 3 clusters Score -811393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -811393.375000 Penalty: 4469.109863
	Iteration 44Q: 3 clusters Score -811393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -811395.812500 Penalty: 4469.109863
	Iteration 45Q: 3 clusters Score -811395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -811396.937500 Penalty: 4469.109863
	Iteration 46Q: 3 clusters Score -811396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -811397.750000 Penalty: 4469.109863
	Iteration 47Q: 3 clusters Score -811397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -811397.750000 Penalty: 4469.109863
	Iteration 48F: 3 clusters Score -811397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Entering Unmasked Estep 
Score: -3849131.500000 Penalty: 2584.836426
	Iteration 0F: 2 clusters Score -3849132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3826200.750000 Penalty: 5169.672852
	Iteration 0F: 3 clusters Score -3826201 nChanged 15148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3834518.500000 Penalty: 5169.672852
	Iteration 1F: 3 clusters Score -3834518 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3835458.750000 Penalty: 5169.672852
	Iteration 2F: 3 clusters Score -3835459 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3836598.500000 Penalty: 5169.672852
	Iteration 3F: 3 clusters Score -3836598 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3838151.500000 Penalty: 5169.672852
	Iteration 4F: 3 clusters Score -3838152 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3840236.500000 Penalty: 5169.672852
	Iteration 5F: 3 clusters Score -3840236 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3842642.000000 Penalty: 5169.672852
	Iteration 6F: 3 clusters Score -3842642 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3844872.250000 Penalty: 5169.672852
	Iteration 7F: 3 clusters Score -3844872 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3846575.750000 Penalty: 5169.672852
	Iteration 8F: 3 clusters Score -3846576 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3847902.500000 Penalty: 5169.672852
	Iteration 9Q: 3 clusters Score -3847902 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3848467.250000 Penalty: 5169.672852
	Iteration 10Q: 3 clusters Score -3848467 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3848681.000000 Penalty: 5169.672852
	Iteration 11Q: 3 clusters Score -3848681 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3848771.250000 Penalty: 5169.672852
	Iteration 12Q: 3 clusters Score -3848771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3848834.500000 Penalty: 5169.672852
	Iteration 13Q: 3 clusters Score -3848834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3848855.500000 Penalty: 5169.672852
	Iteration 14Q: 3 clusters Score -3848856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -3848886.750000 Penalty: 5169.672852
	Iteration 15Q: 3 clusters Score -3848887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3848906.750000 Penalty: 5169.672852
	Iteration 16Q: 3 clusters Score -3848907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3848916.250000 Penalty: 5169.672852
	Iteration 17Q: 3 clusters Score -3848916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3848913.500000 Penalty: 5169.672852
	Iteration 18Q: 3 clusters Score -3848914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3848926.000000 Penalty: 5169.672852
	Iteration 19Q: 3 clusters Score -3848926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3848940.500000 Penalty: 5169.672852
	Iteration 20F: 3 clusters Score -3848940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3848940.250000 Penalty: 5169.672852
	Iteration 21Q: 3 clusters Score -3848940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3848943.500000 Penalty: 5169.672852
	Iteration 22Q: 3 clusters Score -3848944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3848948.250000 Penalty: 5169.672852
	Iteration 23Q: 3 clusters Score -3848948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3848953.750000 Penalty: 5169.672852
	Iteration 24Q: 3 clusters Score -3848954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3848949.500000 Penalty: 5169.672852
	Iteration 25Q: 3 clusters Score -3848950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3848949.000000 Penalty: 5169.672852
	Iteration 26Q: 3 clusters Score -3848949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3848952.000000 Penalty: 5169.672852
	Iteration 27Q: 3 clusters Score -3848952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -3848958.750000 Penalty: 5169.672852
	Iteration 28Q: 3 clusters Score -3848959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3848958.250000 Penalty: 5169.672852
	Iteration 29Q: 3 clusters Score -3848958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3848954.250000 Penalty: 5169.672852
	Iteration 30Q: 3 clusters Score -3848954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3848955.500000 Penalty: 5169.672852
	Iteration 31Q: 3 clusters Score -3848956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -3848957.000000 Penalty: 5169.672852
	Iteration 32Q: 3 clusters Score -3848957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3848960.250000 Penalty: 5169.672852
	Iteration 33Q: 3 clusters Score -3848960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3848956.250000 Penalty: 5169.672852
	Iteration 34Q: 3 clusters Score -3848956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3848957.500000 Penalty: 5169.672852
	Iteration 35Q: 3 clusters Score -3848958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3848960.500000 Penalty: 5169.672852
	Iteration 36Q: 3 clusters Score -3848960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3848968.750000 Penalty: 5169.672852
	Iteration 37Q: 3 clusters Score -3848969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3848966.500000 Penalty: 5169.672852
	Iteration 38Q: 3 clusters Score -3848966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3848970.250000 Penalty: 5169.672852
	Iteration 39Q: 3 clusters Score -3848970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -3848970.750000 Penalty: 5169.672852
	Iteration 40F: 3 clusters Score -3848971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3848963.250000 Penalty: 5169.672852
	Iteration 41Q: 3 clusters Score -3848963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3848969.250000 Penalty: 5169.672852
	Iteration 42Q: 3 clusters Score -3848969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3848970.750000 Penalty: 5169.672852
	Iteration 43Q: 3 clusters Score -3848971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3848966.750000 Penalty: 5169.672852
	Iteration 44Q: 3 clusters Score -3848967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3848966.000000 Penalty: 5169.672852
	Iteration 45Q: 3 clusters Score -3848966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3848967.750000 Penalty: 5169.672852
	Iteration 46Q: 3 clusters Score -3848968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3848967.500000 Penalty: 5169.672852
	Iteration 47Q: 3 clusters Score -3848968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3848973.500000 Penalty: 5169.672852
	Iteration 48Q: 3 clusters Score -3848974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3848973.500000 Penalty: 5169.672852
	Iteration 49F: 3 clusters Score -3848974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -228623.546875 Penalty: 1908.773438
	Iteration 0F: 2 clusters Score -228623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -225908.593750 Penalty: 3817.546875
	Iteration 0F: 3 clusters Score -225908.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -226739.062500 Penalty: 3817.546875
	Iteration 1F: 3 clusters Score -226739.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -227478.390625 Penalty: 3817.546875
	Iteration 2F: 3 clusters Score -227478.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -228103.281250 Penalty: 3817.546875
	Iteration 3F: 3 clusters Score -228103.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -228549.312500 Penalty: 3817.546875
	Iteration 4F: 3 clusters Score -228549.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -228843.812500 Penalty: 3817.546875
	Iteration 5Q: 3 clusters Score -228843.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229056.375000 Penalty: 3817.546875
	Iteration 6Q: 3 clusters Score -229056.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229270.453125 Penalty: 3817.546875
	Iteration 7Q: 3 clusters Score -229270.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -229495.750000 Penalty: 3817.546875
	Iteration 8Q: 3 clusters Score -229495.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229719.953125 Penalty: 3817.546875
	Iteration 9Q: 3 clusters Score -229720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -229796.234375 Penalty: 3817.546875
	Iteration 10Q: 3 clusters Score -229796.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -229847.093750 Penalty: 3817.546875
	Iteration 11Q: 3 clusters Score -229847.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -229916.218750 Penalty: 3817.546875
	Iteration 12Q: 3 clusters Score -229916.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -230070.078125 Penalty: 3817.546875
	Iteration 13Q: 3 clusters Score -230070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -230136.046875 Penalty: 3817.546875
	Iteration 14Q: 3 clusters Score -230136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -230144.437500 Penalty: 3817.546875
	Iteration 15Q: 3 clusters Score -230144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -230145.953125 Penalty: 3817.546875
	Iteration 16Q: 3 clusters Score -230146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -230147.703125 Penalty: 3817.546875
	Iteration 17Q: 3 clusters Score -230147.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -230147.953125 Penalty: 3817.546875
	Iteration 18F: 3 clusters Score -230148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -230158.343750 Penalty: 3817.546875
	Iteration 19Q: 3 clusters Score -230158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -230160.156250 Penalty: 3817.546875
	Iteration 20F: 3 clusters Score -230160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -230162.500000 Penalty: 3817.546875
	Iteration 21Q: 3 clusters Score -230162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -230170.765625 Penalty: 3817.546875
	Iteration 22Q: 3 clusters Score -230170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -230178.015625 Penalty: 3817.546875
	Iteration 23Q: 3 clusters Score -230178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230178.656250 Penalty: 3817.546875
	Iteration 24Q: 3 clusters Score -230178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -230179.421875 Penalty: 3817.546875
	Iteration 25Q: 3 clusters Score -230179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -230179.671875 Penalty: 3817.546875
	Iteration 26Q: 3 clusters Score -230179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -230179.671875 Penalty: 3817.546875
	Iteration 27F: 3 clusters Score -230179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 7873 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Mstep: Class 88 contains 1227 members 
Entering Unmasked Estep 
Score: -212198432.000000 Penalty: 316191.875000
Splitting cluster 56 changes total score from -212189776.000000 to -212198432.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 57 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -853883.437500 Penalty: 2224.856201
	Iteration 0F: 2 clusters Score -853883.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -847628.937500 Penalty: 4449.712402
	Iteration 0F: 3 clusters Score -847628.9 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -849767.562500 Penalty: 4449.712402
	Iteration 1F: 3 clusters Score -849767.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -851103.750000 Penalty: 4449.712402
	Iteration 2F: 3 clusters Score -851103.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -852583.937500 Penalty: 4449.712402
	Iteration 3F: 3 clusters Score -852583.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -853573.562500 Penalty: 4449.712402
	Iteration 4F: 3 clusters Score -853573.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -854014.750000 Penalty: 4449.712402
	Iteration 5F: 3 clusters Score -854014.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -854238.937500 Penalty: 4449.712402
	Iteration 6Q: 3 clusters Score -854238.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -854320.750000 Penalty: 4449.712402
	Iteration 7Q: 3 clusters Score -854320.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -854357.562500 Penalty: 4449.712402
	Iteration 8Q: 3 clusters Score -854357.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -854377.125000 Penalty: 4449.712402
	Iteration 9Q: 3 clusters Score -854377.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -854388.187500 Penalty: 4449.712402
	Iteration 10Q: 3 clusters Score -854388.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -854397.500000 Penalty: 4449.712402
	Iteration 11Q: 3 clusters Score -854397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -854401.750000 Penalty: 4449.712402
	Iteration 12Q: 3 clusters Score -854401.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -854404.625000 Penalty: 4449.712402
	Iteration 13Q: 3 clusters Score -854404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -854406.312500 Penalty: 4449.712402
	Iteration 14Q: 3 clusters Score -854406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -854408.500000 Penalty: 4449.712402
	Iteration 15Q: 3 clusters Score -854408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -854409.437500 Penalty: 4449.712402
	Iteration 16Q: 3 clusters Score -854409.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -854411.437500 Penalty: 4449.712402
	Iteration 17Q: 3 clusters Score -854411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -854412.437500 Penalty: 4449.712402
	Iteration 18Q: 3 clusters Score -854412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -854412.062500 Penalty: 4449.712402
	Iteration 19Q: 3 clusters Score -854412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -854412.062500 Penalty: 4449.712402
	Iteration 20F: 3 clusters Score -854412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3116 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 10124 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Mstep: Class 88 contains 1227 members 
Mstep: Class 89 contains 4757 members 
Entering Unmasked Estep 
Score: -212196912.000000 Penalty: 319784.968750
Splitting cluster 57 changes total score from -212189776.000000 to -212196912.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 58 (46686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Entering Unmasked Estep 
Score: -5376584.500000 Penalty: 2666.297607
	Iteration 0F: 2 clusters Score -5376584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5345169.500000 Penalty: 5332.595215
	Iteration 0F: 3 clusters Score -5345170 nChanged 21547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5357529.500000 Penalty: 5332.595215
	Iteration 1F: 3 clusters Score -5357530 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5358388.500000 Penalty: 5332.595215
	Iteration 2Q: 3 clusters Score -5358388 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5359244.500000 Penalty: 5332.595215
	Iteration 3Q: 3 clusters Score -5359244 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5360018.500000 Penalty: 5332.595215
	Iteration 4Q: 3 clusters Score -5360018 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5360755.000000 Penalty: 5332.595215
	Iteration 5Q: 3 clusters Score -5360755 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5361585.500000 Penalty: 5332.595215
	Iteration 6Q: 3 clusters Score -5361586 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -5362386.000000 Penalty: 5332.595215
	Iteration 7Q: 3 clusters Score -5362386 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5363341.000000 Penalty: 5332.595215
	Iteration 8Q: 3 clusters Score -5363341 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -5364377.000000 Penalty: 5332.595215
	Iteration 9Q: 3 clusters Score -5364377 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -5365534.000000 Penalty: 5332.595215
	Iteration 10Q: 3 clusters Score -5365534 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5366726.000000 Penalty: 5332.595215
	Iteration 11Q: 3 clusters Score -5366726 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5367903.500000 Penalty: 5332.595215
	Iteration 12Q: 3 clusters Score -5367904 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5369082.000000 Penalty: 5332.595215
	Iteration 13Q: 3 clusters Score -5369082 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5370166.500000 Penalty: 5332.595215
	Iteration 14Q: 3 clusters Score -5370166 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5371217.000000 Penalty: 5332.595215
	Iteration 15Q: 3 clusters Score -5371217 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5372129.000000 Penalty: 5332.595215
	Iteration 16Q: 3 clusters Score -5372129 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -5372809.000000 Penalty: 5332.595215
	Iteration 17Q: 3 clusters Score -5372809 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -5373315.000000 Penalty: 5332.595215
	Iteration 18Q: 3 clusters Score -5373315 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -5373635.500000 Penalty: 5332.595215
	Iteration 19Q: 3 clusters Score -5373636 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -5373852.500000 Penalty: 5332.595215
	Iteration 20F: 3 clusters Score -5373852 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -5373968.500000 Penalty: 5332.595215
	Iteration 21Q: 3 clusters Score -5373968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -5374059.500000 Penalty: 5332.595215
	Iteration 22Q: 3 clusters Score -5374060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5374121.500000 Penalty: 5332.595215
	Iteration 23Q: 3 clusters Score -5374122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5374170.500000 Penalty: 5332.595215
	Iteration 24Q: 3 clusters Score -5374170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5374191.500000 Penalty: 5332.595215
	Iteration 25Q: 3 clusters Score -5374192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5374223.500000 Penalty: 5332.595215
	Iteration 26Q: 3 clusters Score -5374224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -5374227.000000 Penalty: 5332.595215
	Iteration 27Q: 3 clusters Score -5374227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5374241.000000 Penalty: 5332.595215
	Iteration 28Q: 3 clusters Score -5374241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -5374245.500000 Penalty: 5332.595215
	Iteration 29Q: 3 clusters Score -5374246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5374243.500000 Penalty: 5332.595215
	Iteration 30Q: 3 clusters Score -5374244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5374247.500000 Penalty: 5332.595215
	Iteration 31Q: 3 clusters Score -5374248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5374247.500000 Penalty: 5332.595215
	Iteration 32F: 3 clusters Score -5374248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -877201.687500 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -877201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -869710.500000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -869710.5 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -873333.375000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -873333.4 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -874909.062500 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -874909.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -876055.125000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -876055.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -876766.875000 Penalty: 4574.441406
	Iteration 4F: 3 clusters Score -876766.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -877177.812500 Penalty: 4574.441406
	Iteration 5F: 3 clusters Score -877177.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -877406.875000 Penalty: 4574.441406
	Iteration 6Q: 3 clusters Score -877406.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -877531.250000 Penalty: 4574.441406
	Iteration 7Q: 3 clusters Score -877531.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -877629.312500 Penalty: 4574.441406
	Iteration 8Q: 3 clusters Score -877629.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -877715.625000 Penalty: 4574.441406
	Iteration 9Q: 3 clusters Score -877715.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -877806.625000 Penalty: 4574.441406
	Iteration 10Q: 3 clusters Score -877806.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -877908.500000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -877908.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -877990.250000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -877990.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -878029.437500 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -878029.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -878055.375000 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -878055.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -878072.125000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -878072.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -878090.937500 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -878090.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -878106.625000 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -878106.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -878118.000000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -878118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -878122.687500 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -878122.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -878131.187500 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -878131.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -878134.000000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -878134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -878134.375000 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -878134.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -878135.875000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -878135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -878142.125000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -878142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -878142.187500 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -878142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -878140.312500 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -878140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -878141.625000 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -878141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -878142.500000 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -878142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -878142.500000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -878142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -878144.937500 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -878144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -878145.687500 Penalty: 4574.441406
	Iteration 31Q: 3 clusters Score -878145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -878145.687500 Penalty: 4574.441406
	Iteration 32F: 3 clusters Score -878145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3116 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 3810 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 7704 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Mstep: Class 88 contains 1227 members 
Mstep: Class 89 contains 4757 members 
Mstep: Class 90 contains 6314 members 
Entering Unmasked Estep 
Score: -212196928.000000 Penalty: 323378.062500
Splitting cluster 59 changes total score from -212189776.000000 to -212196928.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 60 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -1752564.250000 Penalty: 2395.113281
	Iteration 0F: 2 clusters Score -1752564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1741296.500000 Penalty: 4790.226562
	Iteration 0F: 3 clusters Score -1741296 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1744917.500000 Penalty: 4790.226562
	Iteration 1F: 3 clusters Score -1744918 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1745287.375000 Penalty: 4790.226562
	Iteration 2F: 3 clusters Score -1745287 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1745543.000000 Penalty: 4790.226562
	Iteration 3Q: 3 clusters Score -1745543 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1745772.750000 Penalty: 4790.226562
	Iteration 4Q: 3 clusters Score -1745773 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1745984.500000 Penalty: 4790.226562
	Iteration 5Q: 3 clusters Score -1745984 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1746186.250000 Penalty: 4790.226562
	Iteration 6Q: 3 clusters Score -1746186 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1746363.250000 Penalty: 4790.226562
	Iteration 7Q: 3 clusters Score -1746363 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1746518.875000 Penalty: 4790.226562
	Iteration 8Q: 3 clusters Score -1746519 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1746634.500000 Penalty: 4790.226562
	Iteration 9Q: 3 clusters Score -1746634 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1746746.250000 Penalty: 4790.226562
	Iteration 10Q: 3 clusters Score -1746746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1746847.375000 Penalty: 4790.226562
	Iteration 11Q: 3 clusters Score -1746847 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1746939.500000 Penalty: 4790.226562
	Iteration 12Q: 3 clusters Score -1746940 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1747015.000000 Penalty: 4790.226562
	Iteration 13Q: 3 clusters Score -1747015 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1747087.875000 Penalty: 4790.226562
	Iteration 14Q: 3 clusters Score -1747088 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1747152.500000 Penalty: 4790.226562
	Iteration 15Q: 3 clusters Score -1747152 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1747213.750000 Penalty: 4790.226562
	Iteration 16Q: 3 clusters Score -1747214 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1747299.000000 Penalty: 4790.226562
	Iteration 17Q: 3 clusters Score -1747299 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1747393.625000 Penalty: 4790.226562
	Iteration 18Q: 3 clusters Score -1747394 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1747492.375000 Penalty: 4790.226562
	Iteration 19Q: 3 clusters Score -1747492 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1747587.250000 Penalty: 4790.226562
	Iteration 20F: 3 clusters Score -1747587 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1747708.500000 Penalty: 4790.226562
	Iteration 21Q: 3 clusters Score -1747708 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1747879.000000 Penalty: 4790.226562
	Iteration 22Q: 3 clusters Score -1747879 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1748066.000000 Penalty: 4790.226562
	Iteration 23Q: 3 clusters Score -1748066 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1748311.500000 Penalty: 4790.226562
	Iteration 24Q: 3 clusters Score -1748312 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1748586.250000 Penalty: 4790.226562
	Iteration 25Q: 3 clusters Score -1748586 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1748874.250000 Penalty: 4790.226562
	Iteration 26Q: 3 clusters Score -1748874 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1749160.375000 Penalty: 4790.226562
	Iteration 27Q: 3 clusters Score -1749160 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1749402.375000 Penalty: 4790.226562
	Iteration 28Q: 3 clusters Score -1749402 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1749617.375000 Penalty: 4790.226562
	Iteration 29Q: 3 clusters Score -1749617 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1749849.000000 Penalty: 4790.226562
	Iteration 30Q: 3 clusters Score -1749849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1750021.375000 Penalty: 4790.226562
	Iteration 31Q: 3 clusters Score -1750021 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1750150.125000 Penalty: 4790.226562
	Iteration 32Q: 3 clusters Score -1750150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1750230.500000 Penalty: 4790.226562
	Iteration 33Q: 3 clusters Score -1750230 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1750302.125000 Penalty: 4790.226562
	Iteration 34Q: 3 clusters Score -1750302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1750368.375000 Penalty: 4790.226562
	Iteration 35Q: 3 clusters Score -1750368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1750421.000000 Penalty: 4790.226562
	Iteration 36Q: 3 clusters Score -1750421 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1750461.250000 Penalty: 4790.226562
	Iteration 37Q: 3 clusters Score -1750461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1750491.000000 Penalty: 4790.226562
	Iteration 38Q: 3 clusters Score -1750491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1750520.500000 Penalty: 4790.226562
	Iteration 39Q: 3 clusters Score -1750520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1750550.875000 Penalty: 4790.226562
	Iteration 40F: 3 clusters Score -1750551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1750563.625000 Penalty: 4790.226562
	Iteration 41Q: 3 clusters Score -1750564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1750578.125000 Penalty: 4790.226562
	Iteration 42Q: 3 clusters Score -1750578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1750590.500000 Penalty: 4790.226562
	Iteration 43Q: 3 clusters Score -1750590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1750604.875000 Penalty: 4790.226562
	Iteration 44Q: 3 clusters Score -1750605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1750615.500000 Penalty: 4790.226562
	Iteration 45Q: 3 clusters Score -1750616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1750625.875000 Penalty: 4790.226562
	Iteration 46Q: 3 clusters Score -1750626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1750631.625000 Penalty: 4790.226562
	Iteration 47Q: 3 clusters Score -1750632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1750636.750000 Penalty: 4790.226562
	Iteration 48Q: 3 clusters Score -1750637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1750646.125000 Penalty: 4790.226562
	Iteration 49Q: 3 clusters Score -1750646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1750650.375000 Penalty: 4790.226562
	Iteration 50Q: 3 clusters Score -1750650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1750655.875000 Penalty: 4790.226562
	Iteration 51Q: 3 clusters Score -1750656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1750660.875000 Penalty: 4790.226562
	Iteration 52Q: 3 clusters Score -1750661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1750662.750000 Penalty: 4790.226562
	Iteration 53Q: 3 clusters Score -1750663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1750663.750000 Penalty: 4790.226562
	Iteration 54Q: 3 clusters Score -1750664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1750664.375000 Penalty: 4790.226562
	Iteration 55Q: 3 clusters Score -1750664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1750664.375000 Penalty: 4790.226562
	Iteration 56F: 3 clusters Score -1750664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1347269.000000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1347269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1337709.250000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1337709 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1341632.375000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1341632 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1343036.375000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1343036 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1344351.375000 Penalty: 4702.527344
	Iteration 3F: 3 clusters Score -1344351 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1345340.500000 Penalty: 4702.527344
	Iteration 4F: 3 clusters Score -1345340 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1345870.375000 Penalty: 4702.527344
	Iteration 5F: 3 clusters Score -1345870 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1346161.625000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1346162 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1346309.375000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1346309 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1346391.125000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1346391 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1346424.500000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1346424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1346439.750000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1346440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1346452.875000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1346453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1346452.625000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1346453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1346454.375000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1346454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1346455.125000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1346455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1346457.375000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1346457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1346460.000000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1346460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1346462.250000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1346462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1346463.000000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1346463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1346464.875000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1346465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1346467.250000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1346467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1346465.625000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1346466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1346465.125000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1346465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1346464.125000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1346464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1346465.875000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1346466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1346465.000000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1346465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1346465.375000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1346465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1346465.375000 Penalty: 4702.527344
	Iteration 27F: 3 clusters Score -1346465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -711801.937500 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -711801.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -705630.875000 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -705630.9 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -708011.812500 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -708011.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -708998.437500 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -708998.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -709762.562500 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -709762.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -710242.437500 Penalty: 4438.949707
	Iteration 4F: 3 clusters Score -710242.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -710488.187500 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -710488.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -710632.875000 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -710632.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -710724.250000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -710724.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -710809.750000 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -710809.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -710871.937500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -710871.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -710926.687500 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -710926.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -710985.750000 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -710985.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -711039.125000 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -711039.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -711082.062500 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -711082.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -711122.500000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -711122.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -711162.625000 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -711162.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -711199.000000 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -711199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -711224.062500 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -711224.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -711244.750000 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -711244.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -711264.812500 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -711264.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -711281.312500 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -711281.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -711312.562500 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -711312.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -711353.437500 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -711353.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -711400.375000 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -711400.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -711445.875000 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -711445.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -711488.312500 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -711488.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -711530.562500 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -711530.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -711578.312500 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -711578.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -711628.125000 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -711628.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -711674.312500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -711674.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -711713.812500 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -711713.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -711739.812500 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -711739.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -711760.375000 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -711760.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -711780.562500 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -711780.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -711795.125000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -711795.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -711805.937500 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -711805.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -711816.437500 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -711816.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -711826.187500 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -711826.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -711831.375000 Penalty: 4438.949707
	Iteration 38Q: 3 clusters Score -711831.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -711833.812500 Penalty: 4438.949707
	Iteration 39Q: 3 clusters Score -711833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -711842.812500 Penalty: 4438.949707
	Iteration 40F: 3 clusters Score -711842.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -711848.062500 Penalty: 4438.949707
	Iteration 41Q: 3 clusters Score -711848.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -711853.250000 Penalty: 4438.949707
	Iteration 42Q: 3 clusters Score -711853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -711859.937500 Penalty: 4438.949707
	Iteration 43Q: 3 clusters Score -711859.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -711867.625000 Penalty: 4438.949707
	Iteration 44Q: 3 clusters Score -711867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -711876.437500 Penalty: 4438.949707
	Iteration 45Q: 3 clusters Score -711876.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -711884.812500 Penalty: 4438.949707
	Iteration 46Q: 3 clusters Score -711884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -711892.375000 Penalty: 4438.949707
	Iteration 47Q: 3 clusters Score -711892.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -711903.250000 Penalty: 4438.949707
	Iteration 48Q: 3 clusters Score -711903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -711905.687500 Penalty: 4438.949707
	Iteration 49Q: 3 clusters Score -711905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -711906.625000 Penalty: 4438.949707
	Iteration 50Q: 3 clusters Score -711906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -711909.125000 Penalty: 4438.949707
	Iteration 51Q: 3 clusters Score -711909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -711915.250000 Penalty: 4438.949707
	Iteration 52Q: 3 clusters Score -711915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -711917.875000 Penalty: 4438.949707
	Iteration 53Q: 3 clusters Score -711917.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -711922.687500 Penalty: 4438.949707
	Iteration 54Q: 3 clusters Score -711922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -711926.125000 Penalty: 4438.949707
	Iteration 55Q: 3 clusters Score -711926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -711927.125000 Penalty: 4438.949707
	Iteration 56Q: 3 clusters Score -711927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -711929.000000 Penalty: 4438.949707
	Iteration 57Q: 3 clusters Score -711929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -711930.750000 Penalty: 4438.949707
	Iteration 58Q: 3 clusters Score -711930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -711932.625000 Penalty: 4438.949707
	Iteration 59Q: 3 clusters Score -711932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711936.500000 Penalty: 4438.949707
	Iteration 60F: 3 clusters Score -711936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -711935.062500 Penalty: 4438.949707
	Iteration 61Q: 3 clusters Score -711935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711937.750000 Penalty: 4438.949707
	Iteration 62Q: 3 clusters Score -711937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -711938.562500 Penalty: 4438.949707
	Iteration 63Q: 3 clusters Score -711938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711938.812500 Penalty: 4438.949707
	Iteration 64Q: 3 clusters Score -711938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711938.562500 Penalty: 4438.949707
	Iteration 65Q: 3 clusters Score -711938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711939.437500 Penalty: 4438.949707
	Iteration 66Q: 3 clusters Score -711939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -711939.437500 Penalty: 4438.949707
	Iteration 67F: 3 clusters Score -711939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3116 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 3810 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 1698 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 14421 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Mstep: Class 88 contains 1227 members 
Mstep: Class 89 contains 4757 members 
Mstep: Class 90 contains 6314 members 
Mstep: Class 91 contains 6006 members 
Entering Unmasked Estep 
Score: -212196416.000000 Penalty: 326971.156250
Splitting cluster 62 changes total score from -212189776.000000 to -212196416.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 63 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -862878.000000 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -862878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -856422.375000 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -856422.4 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -858395.875000 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -858395.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -858837.875000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -858837.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -859275.437500 Penalty: 4458.578613
	Iteration 3F: 3 clusters Score -859275.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -859770.562500 Penalty: 4458.578613
	Iteration 4F: 3 clusters Score -859770.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -860329.062500 Penalty: 4458.578613
	Iteration 5F: 3 clusters Score -860329.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -860799.750000 Penalty: 4458.578613
	Iteration 6F: 3 clusters Score -860799.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -861120.437500 Penalty: 4458.578613
	Iteration 7F: 3 clusters Score -861120.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -861344.250000 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -861344.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -861478.250000 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -861478.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -861556.125000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -861556.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -861601.375000 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -861601.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -861631.750000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -861631.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -861655.812500 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -861655.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -861667.937500 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -861667.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -861674.187500 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -861674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -861681.875000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -861681.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -861685.750000 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -861685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -861689.187500 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -861689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -861688.187500 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -861688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -861692.937500 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -861692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -861695.187500 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -861695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -861697.125000 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -861697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -861697.000000 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -861697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -861696.000000 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -861696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -861699.750000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -861699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -861700.187500 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -861700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -861700.562500 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -861700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -861701.250000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -861701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -861699.875000 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -861699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -861702.375000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -861702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -861704.375000 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -861704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -861703.875000 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -861703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -861705.000000 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -861705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -861707.375000 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -861707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -861706.875000 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -861706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -861706.312500 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -861706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -861707.000000 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -861707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -861707.000000 Penalty: 4458.578613
	Iteration 38F: 3 clusters Score -861707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (14421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Entering Unmasked Estep 
Score: -1558135.000000 Penalty: 2374.957275
	Iteration 0F: 2 clusters Score -1558135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1547675.250000 Penalty: 4749.914551
	Iteration 0F: 3 clusters Score -1547675 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1551284.500000 Penalty: 4749.914551
	Iteration 1F: 3 clusters Score -1551284 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1552422.250000 Penalty: 4749.914551
	Iteration 2F: 3 clusters Score -1552422 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1554011.750000 Penalty: 4749.914551
	Iteration 3F: 3 clusters Score -1554012 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1555464.500000 Penalty: 4749.914551
	Iteration 4F: 3 clusters Score -1555464 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1556503.250000 Penalty: 4749.914551
	Iteration 5F: 3 clusters Score -1556503 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1557258.375000 Penalty: 4749.914551
	Iteration 6F: 3 clusters Score -1557258 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1557690.625000 Penalty: 4749.914551
	Iteration 7Q: 3 clusters Score -1557691 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1557904.625000 Penalty: 4749.914551
	Iteration 8Q: 3 clusters Score -1557905 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1558043.250000 Penalty: 4749.914551
	Iteration 9Q: 3 clusters Score -1558043 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1558122.000000 Penalty: 4749.914551
	Iteration 10Q: 3 clusters Score -1558122 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1558188.375000 Penalty: 4749.914551
	Iteration 11Q: 3 clusters Score -1558188 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1558233.500000 Penalty: 4749.914551
	Iteration 12Q: 3 clusters Score -1558234 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1558274.000000 Penalty: 4749.914551
	Iteration 13Q: 3 clusters Score -1558274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1558308.250000 Penalty: 4749.914551
	Iteration 14Q: 3 clusters Score -1558308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1558325.750000 Penalty: 4749.914551
	Iteration 15Q: 3 clusters Score -1558326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1558347.375000 Penalty: 4749.914551
	Iteration 16Q: 3 clusters Score -1558347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1558360.125000 Penalty: 4749.914551
	Iteration 17Q: 3 clusters Score -1558360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1558365.500000 Penalty: 4749.914551
	Iteration 18Q: 3 clusters Score -1558366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1558373.875000 Penalty: 4749.914551
	Iteration 19Q: 3 clusters Score -1558374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1558377.750000 Penalty: 4749.914551
	Iteration 20F: 3 clusters Score -1558378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1558379.500000 Penalty: 4749.914551
	Iteration 21Q: 3 clusters Score -1558380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1558386.750000 Penalty: 4749.914551
	Iteration 22Q: 3 clusters Score -1558387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1558390.000000 Penalty: 4749.914551
	Iteration 23Q: 3 clusters Score -1558390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1558398.000000 Penalty: 4749.914551
	Iteration 24Q: 3 clusters Score -1558398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1558402.375000 Penalty: 4749.914551
	Iteration 25Q: 3 clusters Score -1558402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1558402.000000 Penalty: 4749.914551
	Iteration 26Q: 3 clusters Score -1558402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1558408.875000 Penalty: 4749.914551
	Iteration 27Q: 3 clusters Score -1558409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1558408.375000 Penalty: 4749.914551
	Iteration 28Q: 3 clusters Score -1558408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1558411.375000 Penalty: 4749.914551
	Iteration 29Q: 3 clusters Score -1558411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1558412.250000 Penalty: 4749.914551
	Iteration 30Q: 3 clusters Score -1558412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1558414.375000 Penalty: 4749.914551
	Iteration 31Q: 3 clusters Score -1558414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1558419.875000 Penalty: 4749.914551
	Iteration 32Q: 3 clusters Score -1558420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1558425.625000 Penalty: 4749.914551
	Iteration 33Q: 3 clusters Score -1558426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1558424.125000 Penalty: 4749.914551
	Iteration 34Q: 3 clusters Score -1558424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1558429.125000 Penalty: 4749.914551
	Iteration 35Q: 3 clusters Score -1558429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1558429.875000 Penalty: 4749.914551
	Iteration 36Q: 3 clusters Score -1558430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1558429.625000 Penalty: 4749.914551
	Iteration 37Q: 3 clusters Score -1558430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1558428.250000 Penalty: 4749.914551
	Iteration 38Q: 3 clusters Score -1558428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1558430.375000 Penalty: 4749.914551
	Iteration 39Q: 3 clusters Score -1558430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1558429.625000 Penalty: 4749.914551
	Iteration 40F: 3 clusters Score -1558430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1558431.875000 Penalty: 4749.914551
	Iteration 41Q: 3 clusters Score -1558432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1558431.125000 Penalty: 4749.914551
	Iteration 42Q: 3 clusters Score -1558431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1558431.125000 Penalty: 4749.914551
	Iteration 43Q: 3 clusters Score -1558431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1558432.125000 Penalty: 4749.914551
	Iteration 44Q: 3 clusters Score -1558432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1558433.750000 Penalty: 4749.914551
	Iteration 45Q: 3 clusters Score -1558434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1558437.000000 Penalty: 4749.914551
	Iteration 46Q: 3 clusters Score -1558437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1558435.375000 Penalty: 4749.914551
	Iteration 47Q: 3 clusters Score -1558435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1558437.750000 Penalty: 4749.914551
	Iteration 48Q: 3 clusters Score -1558438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1558434.750000 Penalty: 4749.914551
	Iteration 49Q: 3 clusters Score -1558435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1558434.625000 Penalty: 4749.914551
	Iteration 50Q: 3 clusters Score -1558435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1558434.625000 Penalty: 4749.914551
	Iteration 51F: 3 clusters Score -1558435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3116 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 3810 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 1698 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 9699 members 
Mstep: Class 65 contains 3874 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Mstep: Class 88 contains 1227 members 
Mstep: Class 89 contains 4757 members 
Mstep: Class 90 contains 6314 members 
Mstep: Class 91 contains 6006 members 
Mstep: Class 92 contains 4722 members 
Entering Unmasked Estep 
Score: -212193920.000000 Penalty: 330564.218750
Splitting cluster 64 changes total score from -212189776.000000 to -212193920.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 65 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -416951.656250 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -416951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -413169.656250 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -413169.7 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -414048.093750 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -414048.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -414306.656250 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -414306.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -414520.468750 Penalty: 4097.973145
	Iteration 3F: 3 clusters Score -414520.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -414785.406250 Penalty: 4097.973145
	Iteration 4F: 3 clusters Score -414785.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -415231.406250 Penalty: 4097.973145
	Iteration 5F: 3 clusters Score -415231.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -416072.687500 Penalty: 4097.973145
	Iteration 6F: 3 clusters Score -416072.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -417010.750000 Penalty: 4097.973145
	Iteration 7F: 3 clusters Score -417010.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -417637.406250 Penalty: 4097.973145
	Iteration 8F: 3 clusters Score -417637.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -418243.000000 Penalty: 4097.973145
	Iteration 9F: 3 clusters Score -418243 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -419034.062500 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -419034.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -420390.531250 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -420390.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -420616.093750 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -420616.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -420627.250000 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -420627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -420627.250000 Penalty: 4097.973145
	Iteration 14F: 3 clusters Score -420627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3116 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 3810 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 1698 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 9699 members 
Mstep: Class 65 contains 2483 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Mstep: Class 68 contains 7087 members 
Mstep: Class 69 contains 8678 members 
Mstep: Class 70 contains 3030 members 
Mstep: Class 71 contains 1977 members 
Mstep: Class 72 contains 7326 members 
Mstep: Class 73 contains 3859 members 
Mstep: Class 74 contains 466 members 
Mstep: Class 75 contains 15161 members 
Mstep: Class 76 contains 18085 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 3919 members 
Mstep: Class 79 contains 57323 members 
Mstep: Class 80 contains 1493 members 
Mstep: Class 81 contains 2436 members 
Mstep: Class 82 contains 2368 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 2085 members 
Mstep: Class 85 contains 3258 members 
Mstep: Class 86 contains 3865 members 
Mstep: Class 87 contains 5885 members 
Mstep: Class 88 contains 1227 members 
Mstep: Class 89 contains 4757 members 
Mstep: Class 90 contains 6314 members 
Mstep: Class 91 contains 6006 members 
Mstep: Class 92 contains 4722 members 
Mstep: Class 93 contains 1391 members 
Entering Unmasked Estep 
Score: -212196576.000000 Penalty: 334157.312500
Splitting cluster 65 changes total score from -212189776.000000 to -212196576.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 66 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -898033.500000 Penalty: 2246.298584
	Iteration 0F: 2 clusters Score -898033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -891243.625000 Penalty: 4492.597168
	Iteration 0F: 3 clusters Score -891243.6 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -893266.625000 Penalty: 4492.597168
	Iteration 1F: 3 clusters Score -893266.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -893655.875000 Penalty: 4492.597168
	Iteration 2F: 3 clusters Score -893655.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -893980.937500 Penalty: 4492.597168
	Iteration 3F: 3 clusters Score -893980.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -894270.687500 Penalty: 4492.597168
	Iteration 4F: 3 clusters Score -894270.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -894552.812500 Penalty: 4492.597168
	Iteration 5Q: 3 clusters Score -894552.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -894802.437500 Penalty: 4492.597168
	Iteration 6Q: 3 clusters Score -894802.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -895051.375000 Penalty: 4492.597168
	Iteration 7Q: 3 clusters Score -895051.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -895312.250000 Penalty: 4492.597168
	Iteration 8Q: 3 clusters Score -895312.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -895549.375000 Penalty: 4492.597168
	Iteration 9Q: 3 clusters Score -895549.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -895734.062500 Penalty: 4492.597168
	Iteration 10Q: 3 clusters Score -895734.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -895869.000000 Penalty: 4492.597168
	Iteration 11Q: 3 clusters Score -895869 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -895963.625000 Penalty: 4492.597168
	Iteration 12Q: 3 clusters Score -895963.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -896037.000000 Penalty: 4492.597168
	Iteration 13Q: 3 clusters Score -896037 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -896097.875000 Penalty: 4492.597168
	Iteration 14Q: 3 clusters Score -896097.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -896148.562500 Penalty: 4492.597168
	Iteration 15Q: 3 clusters Score -896148.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -896199.875000 Penalty: 4492.597168
	Iteration 16Q: 3 clusters Score -896199.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -896234.500000 Penalty: 4492.597168
	Iteration 17Q: 3 clusters Score -896234.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -896258.000000 Penalty: 4492.597168
	Iteration 18Q: 3 clusters Score -896258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -896278.625000 Penalty: 4492.597168
	Iteration 19Q: 3 clusters Score -896278.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -896292.687500 Penalty: 4492.597168
	Iteration 20F: 3 clusters Score -896292.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -896301.312500 Penalty: 4492.597168
	Iteration 21Q: 3 clusters Score -896301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -896306.437500 Penalty: 4492.597168
	Iteration 22Q: 3 clusters Score -896306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -896315.937500 Penalty: 4492.597168
	Iteration 23Q: 3 clusters Score -896315.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -896323.000000 Penalty: 4492.597168
	Iteration 24Q: 3 clusters Score -896323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -896329.312500 Penalty: 4492.597168
	Iteration 25Q: 3 clusters Score -896329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -896331.812500 Penalty: 4492.597168
	Iteration 26Q: 3 clusters Score -896331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -896334.812500 Penalty: 4492.597168
	Iteration 27Q: 3 clusters Score -896334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -896336.375000 Penalty: 4492.597168
	Iteration 28Q: 3 clusters Score -896336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -896338.000000 Penalty: 4492.597168
	Iteration 29Q: 3 clusters Score -896338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -896338.000000 Penalty: 4492.597168
	Iteration 30F: 3 clusters Score -896338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -556121.812500 Penalty: 2118.774414
	Iteration 0F: 2 clusters Score -556121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -551631.875000 Penalty: 4237.548828
	Iteration 0F: 3 clusters Score -551631.9 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -552961.062500 Penalty: 4237.548828
	Iteration 1F: 3 clusters Score -552961.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -553488.437500 Penalty: 4237.548828
	Iteration 2F: 3 clusters Score -553488.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -554055.312500 Penalty: 4237.548828
	Iteration 3F: 3 clusters Score -554055.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -554645.250000 Penalty: 4237.548828
	Iteration 4F: 3 clusters Score -554645.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -555056.375000 Penalty: 4237.548828
	Iteration 5F: 3 clusters Score -555056.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -555271.687500 Penalty: 4237.548828
	Iteration 6Q: 3 clusters Score -555271.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -555370.875000 Penalty: 4237.548828
	Iteration 7Q: 3 clusters Score -555370.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -555422.437500 Penalty: 4237.548828
	Iteration 8Q: 3 clusters Score -555422.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -555450.625000 Penalty: 4237.548828
	Iteration 9Q: 3 clusters Score -555450.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -555467.625000 Penalty: 4237.548828
	Iteration 10Q: 3 clusters Score -555467.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -555480.812500 Penalty: 4237.548828
	Iteration 11Q: 3 clusters Score -555480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -555487.375000 Penalty: 4237.548828
	Iteration 12Q: 3 clusters Score -555487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -555492.125000 Penalty: 4237.548828
	Iteration 13Q: 3 clusters Score -555492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -555494.625000 Penalty: 4237.548828
	Iteration 14Q: 3 clusters Score -555494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -555497.625000 Penalty: 4237.548828
	Iteration 15Q: 3 clusters Score -555497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -555500.437500 Penalty: 4237.548828
	Iteration 16Q: 3 clusters Score -555500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -555504.625000 Penalty: 4237.548828
	Iteration 17Q: 3 clusters Score -555504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -555506.312500 Penalty: 4237.548828
	Iteration 18Q: 3 clusters Score -555506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -555507.812500 Penalty: 4237.548828
	Iteration 19Q: 3 clusters Score -555507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -555508.437500 Penalty: 4237.548828
	Iteration 20F: 3 clusters Score -555508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -555511.250000 Penalty: 4237.548828
	Iteration 21Q: 3 clusters Score -555511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -555513.750000 Penalty: 4237.548828
	Iteration 22Q: 3 clusters Score -555513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -555514.875000 Penalty: 4237.548828
	Iteration 23Q: 3 clusters Score -555514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -555516.562500 Penalty: 4237.548828
	Iteration 24Q: 3 clusters Score -555516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -555517.187500 Penalty: 4237.548828
	Iteration 25Q: 3 clusters Score -555517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -555516.500000 Penalty: 4237.548828
	Iteration 26Q: 3 clusters Score -555516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -555519.375000 Penalty: 4237.548828
	Iteration 27Q: 3 clusters Score -555519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -555520.500000 Penalty: 4237.548828
	Iteration 28Q: 3 clusters Score -555520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -555520.500000 Penalty: 4237.548828
	Iteration 29F: 3 clusters Score -555520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 250241 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 177299 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 127180 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 62095 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 29317 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 16485 members 
Mstep: Class 29 contains 15186 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 28449 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 11824 members 
Mstep: Class 36 contains 28885 members 
Mstep: Class 37 contains 30111 members 
Mstep: Class 38 contains 19252 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 10393 members 
Mstep: Class 41 contains 6632 members 
Mstep: Class 42 contains 3332 members 
Mstep: Class 43 contains 57296 members 
Mstep: Class 44 contains 38297 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 84593 members 
Mstep: Class 47 contains 10691 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10812 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 17853 members 
Mstep: Class 52 contains 3925 members 
Mstep: Class 53 contains 8367 members 
Mstep: Class 54 contains 8187 members 
Mstep: Class 55 contains 33615 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3116 members 
Mstep: Class 58 contains 46686 members 
Mstep: Class 59 contains 3810 members 
Mstep: Class 60 contains 15642 members 
Mstep: Class 61 contains 13107 members 
Mstep: Class 62 contains 1698 members 
Mstep: Class 63 contains 8015 members 
Mstep: Class 64 contains 9699 members 
Mstep: Class 65 contains 2483 members 
Mstep: Class 66 contains 8584 members 
Mstep: Class 67 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212215968.000000 Penalty: 334157.312500
Iteration 119Q: 94 clusters Score -2.12216e+08 nChanged 25958
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 11195 members 
Mstep: Class 3 contains 35083 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 14603 members 
Mstep: Class 6 contains 65357 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 70724 members 
Mstep: Class 9 contains 250169 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 3917 members 
Mstep: Class 12 contains 178005 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 127256 members 
Mstep: Class 15 contains 37572 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 8973 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 62200 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 246 members 
Mstep: Class 22 contains 13218 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 28899 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 16388 members 
Mstep: Class 29 contains 15178 members 
Mstep: Class 30 contains 3286 members 
Mstep: Class 31 contains 3702 members 
Mstep: Class 32 contains 5837 members 
Mstep: Class 33 contains 29153 members 
Mstep: Class 34 contains 13809 members 
Mstep: Class 35 contains 12050 members 
Mstep: Class 36 contains 29770 members 
Mstep: Class 37 contains 30074 members 
Mstep: Class 38 contains 19138 members 
Mstep: Class 39 contains 1092 members 
Mstep: Class 40 contains 10379 members 
Mstep: Class 41 contains 6675 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 57773 members 
Mstep: Class 44 contains 38296 members 
Mstep: Class 45 contains 4503 members 
Mstep: Class 46 contains 84636 members 
Mstep: Class 47 contains 10763 members 
Mstep: Class 48 contains 1322 members 
Mstep: Class 49 contains 10819 members 
Mstep: Class 50 contains 20561 members 
Mstep: Class 51 contains 18008 members 
Mstep: Class 52 contains 3843 members 
Mstep: Class 53 contains 8493 members 
Mstep: Class 54 contains 8238 members 
Mstep: Class 55 contains 33670 members 
Mstep: Class 56 contains 974 members 
Mstep: Class 57 contains 3509 members 
Mstep: Class 58 contains 47125 members 
Mstep: Class 59 contains 4016 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 13118 members 
Mstep: Class 62 contains 1956 members 
Mstep: Class 63 contains 8062 members 
Mstep: Class 64 contains 9888 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 8712 members 
Mstep: Class 67 contains 5142 members 
Mstep: Class 68 contains 6471 members 
Mstep: Class 69 contains 7676 members 
Mstep: Class 70 contains 2896 members 
Mstep: Class 71 contains 1918 members 
Mstep: Class 72 contains 7186 members 
Mstep: Class 73 contains 3595 members 
Mstep: Class 74 contains 488 members 
Mstep: Class 75 contains 14829 members 
Mstep: Class 76 contains 17074 members 
Mstep: Class 77 contains 2259 members 
Mstep: Class 78 contains 3696 members 
Mstep: Class 79 contains 54945 members 
Mstep: Class 80 contains 1514 members 
Mstep: Class 81 contains 2424 members 
Mstep: Class 82 contains 2221 members 
Mstep: Class 83 contains 11304 members 
Mstep: Class 84 contains 1858 members 
Mstep: Class 85 contains 3170 members 
Mstep: Class 86 contains 3788 members 
Mstep: Class 87 contains 5799 members 
Mstep: Class 88 contains 1203 members 
Mstep: Class 89 contains 4738 members 
Mstep: Class 90 contains 6158 members 
Mstep: Class 91 contains 5350 members 
Mstep: Class 92 contains 4650 members 
Mstep: Class 93 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212231600.000000 Penalty: 334157.312500
Iteration 120F: 94 clusters Score -2.122316e+08 nChanged 22028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146595 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 34528 members 
Mstep: Class 4 contains 11505 members 
Mstep: Class 5 contains 14538 members 
Mstep: Class 6 contains 65233 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 70743 members 
Mstep: Class 9 contains 250026 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 3860 members 
Mstep: Class 12 contains 177226 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 127271 members 
Mstep: Class 15 contains 37103 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 62305 members 
Mstep: Class 20 contains 7832 members 
Mstep: Class 21 contains 244 members 
Mstep: Class 22 contains 13103 members 
Mstep: Class 23 contains 16315 members 
Mstep: Class 24 contains 37334 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28623 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 15157 members 
Mstep: Class 30 contains 3272 members 
Mstep: Class 31 contains 3560 members 
Mstep: Class 32 contains 5794 members 
Mstep: Class 33 contains 29420 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 11636 members 
Mstep: Class 36 contains 29557 members 
Mstep: Class 37 contains 30039 members 
Mstep: Class 38 contains 19020 members 
Mstep: Class 39 contains 1140 members 
Mstep: Class 40 contains 10345 members 
Mstep: Class 41 contains 6604 members 
Mstep: Class 42 contains 4081 members 
Mstep: Class 43 contains 57578 members 
Mstep: Class 44 contains 38317 members 
Mstep: Class 45 contains 4758 members 
Mstep: Class 46 contains 84616 members 
Mstep: Class 47 contains 10614 members 
Mstep: Class 48 contains 1295 members 
Mstep: Class 49 contains 10767 members 
Mstep: Class 50 contains 20536 members 
Mstep: Class 51 contains 17743 members 
Mstep: Class 52 contains 3729 members 
Mstep: Class 53 contains 8505 members 
Mstep: Class 54 contains 8071 members 
Mstep: Class 55 contains 33708 members 
Mstep: Class 56 contains 970 members 
Mstep: Class 57 contains 3693 members 
Mstep: Class 58 contains 47238 members 
Mstep: Class 59 contains 3995 members 
Mstep: Class 60 contains 15696 members 
Mstep: Class 61 contains 13057 members 
Mstep: Class 62 contains 2067 members 
Mstep: Class 63 contains 8065 members 
Mstep: Class 64 contains 9965 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 8487 members 
Mstep: Class 67 contains 5072 members 
Mstep: Class 68 contains 6586 members 
Mstep: Class 69 contains 7922 members 
Mstep: Class 70 contains 3296 members 
Mstep: Class 71 contains 1941 members 
Mstep: Class 72 contains 7318 members 
Mstep: Class 73 contains 3911 members 
Mstep: Class 74 contains 509 members 
Mstep: Class 75 contains 15368 members 
Mstep: Class 76 contains 17734 members 
Mstep: Class 77 contains 2435 members 
Mstep: Class 78 contains 3960 members 
Mstep: Class 79 contains 54761 members 
Mstep: Class 80 contains 1587 members 
Mstep: Class 81 contains 2421 members 
Mstep: Class 82 contains 2240 members 
Mstep: Class 83 contains 11707 members 
Mstep: Class 84 contains 1874 members 
Mstep: Class 85 contains 3524 members 
Mstep: Class 86 contains 4037 members 
Mstep: Class 87 contains 5809 members 
Mstep: Class 88 contains 1197 members 
Mstep: Class 89 contains 4775 members 
Mstep: Class 90 contains 6633 members 
Mstep: Class 91 contains 5279 members 
Mstep: Class 92 contains 4722 members 
Mstep: Class 93 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212239808.000000 Penalty: 334157.312500
Iteration 121Q: 94 clusters Score -2.122398e+08 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 10942 members 
Mstep: Class 3 contains 34096 members 
Mstep: Class 4 contains 11440 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 65093 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 71026 members 
Mstep: Class 9 contains 249859 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 176735 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 127264 members 
Mstep: Class 15 contains 36728 members 
Mstep: Class 16 contains 2620 members 
Mstep: Class 17 contains 9436 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 19 contains 62361 members 
Mstep: Class 20 contains 7834 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 13012 members 
Mstep: Class 23 contains 16258 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28515 members 
Mstep: Class 27 contains 2376 members 
Mstep: Class 28 contains 16291 members 
Mstep: Class 29 contains 15138 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 5782 members 
Mstep: Class 33 contains 29669 members 
Mstep: Class 34 contains 13391 members 
Mstep: Class 35 contains 11437 members 
Mstep: Class 36 contains 29661 members 
Mstep: Class 37 contains 29993 members 
Mstep: Class 38 contains 18894 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 10339 members 
Mstep: Class 41 contains 6585 members 
Mstep: Class 42 contains 4350 members 
Mstep: Class 43 contains 57416 members 
Mstep: Class 44 contains 38330 members 
Mstep: Class 45 contains 4992 members 
Mstep: Class 46 contains 84634 members 
Mstep: Class 47 contains 10513 members 
Mstep: Class 48 contains 1288 members 
Mstep: Class 49 contains 10729 members 
Mstep: Class 50 contains 20549 members 
Mstep: Class 51 contains 17541 members 
Mstep: Class 52 contains 3664 members 
Mstep: Class 53 contains 8527 members 
Mstep: Class 54 contains 7993 members 
Mstep: Class 55 contains 33729 members 
Mstep: Class 56 contains 968 members 
Mstep: Class 57 contains 3766 members 
Mstep: Class 58 contains 47317 members 
Mstep: Class 59 contains 4032 members 
Mstep: Class 60 contains 15568 members 
Mstep: Class 61 contains 13004 members 
Mstep: Class 62 contains 2165 members 
Mstep: Class 63 contains 8088 members 
Mstep: Class 64 contains 10013 members 
Mstep: Class 65 contains 2513 members 
Mstep: Class 66 contains 8331 members 
Mstep: Class 67 contains 5035 members 
Mstep: Class 68 contains 6581 members 
Mstep: Class 69 contains 8034 members 
Mstep: Class 70 contains 3521 members 
Mstep: Class 71 contains 1950 members 
Mstep: Class 72 contains 7354 members 
Mstep: Class 73 contains 4066 members 
Mstep: Class 74 contains 531 members 
Mstep: Class 75 contains 15712 members 
Mstep: Class 76 contains 18094 members 
Mstep: Class 77 contains 2484 members 
Mstep: Class 78 contains 4135 members 
Mstep: Class 79 contains 54185 members 
Mstep: Class 80 contains 1599 members 
Mstep: Class 81 contains 2415 members 
Mstep: Class 82 contains 2235 members 
Mstep: Class 83 contains 11953 members 
Mstep: Class 84 contains 1860 members 
Mstep: Class 85 contains 3787 members 
Mstep: Class 86 contains 4224 members 
Mstep: Class 87 contains 5791 members 
Mstep: Class 88 contains 1180 members 
Mstep: Class 89 contains 4827 members 
Mstep: Class 90 contains 6941 members 
Mstep: Class 91 contains 5155 members 
Mstep: Class 92 contains 4785 members 
Mstep: Class 93 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212243840.000000 Penalty: 334157.312500
Iteration 122Q: 94 clusters Score -2.122438e+08 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 10858 members 
Mstep: Class 3 contains 33764 members 
Mstep: Class 4 contains 11404 members 
Mstep: Class 5 contains 14421 members 
Mstep: Class 6 contains 64919 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 71329 members 
Mstep: Class 9 contains 249705 members 
Mstep: Class 10 contains 9647 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 176365 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 127250 members 
Mstep: Class 15 contains 36447 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 5054 members 
Mstep: Class 19 contains 62421 members 
Mstep: Class 20 contains 7836 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 12959 members 
Mstep: Class 23 contains 16231 members 
Mstep: Class 24 contains 36732 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 28453 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 16254 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 5776 members 
Mstep: Class 33 contains 29908 members 
Mstep: Class 34 contains 13244 members 
Mstep: Class 35 contains 11321 members 
Mstep: Class 36 contains 29815 members 
Mstep: Class 37 contains 29946 members 
Mstep: Class 38 contains 18766 members 
Mstep: Class 39 contains 1209 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6584 members 
Mstep: Class 42 contains 4625 members 
Mstep: Class 43 contains 57276 members 
Mstep: Class 44 contains 38345 members 
Mstep: Class 45 contains 5169 members 
Mstep: Class 46 contains 84652 members 
Mstep: Class 47 contains 10461 members 
Mstep: Class 48 contains 1285 members 
Mstep: Class 49 contains 10724 members 
Mstep: Class 50 contains 20580 members 
Mstep: Class 51 contains 17415 members 
Mstep: Class 52 contains 3642 members 
Mstep: Class 53 contains 8543 members 
Mstep: Class 54 contains 7916 members 
Mstep: Class 55 contains 33753 members 
Mstep: Class 56 contains 963 members 
Mstep: Class 57 contains 3789 members 
Mstep: Class 58 contains 47372 members 
Mstep: Class 59 contains 4057 members 
Mstep: Class 60 contains 15459 members 
Mstep: Class 61 contains 12973 members 
Mstep: Class 62 contains 2261 members 
Mstep: Class 63 contains 8107 members 
Mstep: Class 64 contains 10022 members 
Mstep: Class 65 contains 2513 members 
Mstep: Class 66 contains 8209 members 
Mstep: Class 67 contains 5014 members 
Mstep: Class 68 contains 6569 members 
Mstep: Class 69 contains 8043 members 
Mstep: Class 70 contains 3676 members 
Mstep: Class 71 contains 1951 members 
Mstep: Class 72 contains 7363 members 
Mstep: Class 73 contains 4164 members 
Mstep: Class 74 contains 554 members 
Mstep: Class 75 contains 15980 members 
Mstep: Class 76 contains 18352 members 
Mstep: Class 77 contains 2502 members 
Mstep: Class 78 contains 4272 members 
Mstep: Class 79 contains 53566 members 
Mstep: Class 80 contains 1604 members 
Mstep: Class 81 contains 2410 members 
Mstep: Class 82 contains 2232 members 
Mstep: Class 83 contains 12141 members 
Mstep: Class 84 contains 1863 members 
Mstep: Class 85 contains 3993 members 
Mstep: Class 86 contains 4388 members 
Mstep: Class 87 contains 5760 members 
Mstep: Class 88 contains 1162 members 
Mstep: Class 89 contains 4875 members 
Mstep: Class 90 contains 7187 members 
Mstep: Class 91 contains 5019 members 
Mstep: Class 92 contains 4849 members 
Mstep: Class 93 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212246832.000000 Penalty: 334157.312500
Iteration 123Q: 94 clusters Score -2.122468e+08 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146445 members 
Mstep: Class 2 contains 10788 members 
Mstep: Class 3 contains 33472 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 64806 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 71659 members 
Mstep: Class 9 contains 249576 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 3822 members 
Mstep: Class 12 contains 176044 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 127249 members 
Mstep: Class 15 contains 36210 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 9723 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 62456 members 
Mstep: Class 20 contains 7831 members 
Mstep: Class 21 contains 244 members 
Mstep: Class 22 contains 12901 members 
Mstep: Class 23 contains 16221 members 
Mstep: Class 24 contains 36533 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28412 members 
Mstep: Class 27 contains 2418 members 
Mstep: Class 28 contains 16223 members 
Mstep: Class 29 contains 15125 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 3363 members 
Mstep: Class 32 contains 5764 members 
Mstep: Class 33 contains 30074 members 
Mstep: Class 34 contains 13148 members 
Mstep: Class 35 contains 11245 members 
Mstep: Class 36 contains 30005 members 
Mstep: Class 37 contains 29907 members 
Mstep: Class 38 contains 18647 members 
Mstep: Class 39 contains 1234 members 
Mstep: Class 40 contains 10323 members 
Mstep: Class 41 contains 6579 members 
Mstep: Class 42 contains 4873 members 
Mstep: Class 43 contains 57138 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5282 members 
Mstep: Class 46 contains 84674 members 
Mstep: Class 47 contains 10417 members 
Mstep: Class 48 contains 1282 members 
Mstep: Class 49 contains 10724 members 
Mstep: Class 50 contains 20615 members 
Mstep: Class 51 contains 17321 members 
Mstep: Class 52 contains 3636 members 
Mstep: Class 53 contains 8566 members 
Mstep: Class 54 contains 7854 members 
Mstep: Class 55 contains 33756 members 
Mstep: Class 56 contains 948 members 
Mstep: Class 57 contains 3802 members 
Mstep: Class 58 contains 47422 members 
Mstep: Class 59 contains 4086 members 
Mstep: Class 60 contains 15364 members 
Mstep: Class 61 contains 12947 members 
Mstep: Class 62 contains 2322 members 
Mstep: Class 63 contains 8125 members 
Mstep: Class 64 contains 10008 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 8128 members 
Mstep: Class 67 contains 4990 members 
Mstep: Class 68 contains 6534 members 
Mstep: Class 69 contains 8036 members 
Mstep: Class 70 contains 3788 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7349 members 
Mstep: Class 73 contains 4246 members 
Mstep: Class 74 contains 594 members 
Mstep: Class 75 contains 16186 members 
Mstep: Class 76 contains 18566 members 
Mstep: Class 77 contains 2516 members 
Mstep: Class 78 contains 4369 members 
Mstep: Class 79 contains 52982 members 
Mstep: Class 80 contains 1611 members 
Mstep: Class 81 contains 2406 members 
Mstep: Class 82 contains 2231 members 
Mstep: Class 83 contains 12307 members 
Mstep: Class 84 contains 1868 members 
Mstep: Class 85 contains 4166 members 
Mstep: Class 86 contains 4533 members 
Mstep: Class 87 contains 5737 members 
Mstep: Class 88 contains 1138 members 
Mstep: Class 89 contains 4928 members 
Mstep: Class 90 contains 7381 members 
Mstep: Class 91 contains 4930 members 
Mstep: Class 92 contains 4896 members 
Mstep: Class 93 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212249152.000000 Penalty: 334157.312500
Iteration 124Q: 94 clusters Score -2.122492e+08 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 33200 members 
Mstep: Class 4 contains 11375 members 
Mstep: Class 5 contains 14334 members 
Mstep: Class 6 contains 64714 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 71984 members 
Mstep: Class 9 contains 249477 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 175801 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 127241 members 
Mstep: Class 15 contains 36032 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 9833 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 62482 members 
Mstep: Class 20 contains 7835 members 
Mstep: Class 21 contains 244 members 
Mstep: Class 22 contains 12854 members 
Mstep: Class 23 contains 16223 members 
Mstep: Class 24 contains 36340 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 28373 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 16191 members 
Mstep: Class 29 contains 15116 members 
Mstep: Class 30 contains 3251 members 
Mstep: Class 31 contains 3299 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 30193 members 
Mstep: Class 34 contains 13078 members 
Mstep: Class 35 contains 11179 members 
Mstep: Class 36 contains 30207 members 
Mstep: Class 37 contains 29855 members 
Mstep: Class 38 contains 18509 members 
Mstep: Class 39 contains 1248 members 
Mstep: Class 40 contains 10313 members 
Mstep: Class 41 contains 6580 members 
Mstep: Class 42 contains 5111 members 
Mstep: Class 43 contains 57021 members 
Mstep: Class 44 contains 38363 members 
Mstep: Class 45 contains 5395 members 
Mstep: Class 46 contains 84701 members 
Mstep: Class 47 contains 10368 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 10723 members 
Mstep: Class 50 contains 20640 members 
Mstep: Class 51 contains 17238 members 
Mstep: Class 52 contains 3639 members 
Mstep: Class 53 contains 8588 members 
Mstep: Class 54 contains 7788 members 
Mstep: Class 55 contains 33766 members 
Mstep: Class 56 contains 923 members 
Mstep: Class 57 contains 3818 members 
Mstep: Class 58 contains 47468 members 
Mstep: Class 59 contains 4098 members 
Mstep: Class 60 contains 15249 members 
Mstep: Class 61 contains 12943 members 
Mstep: Class 62 contains 2382 members 
Mstep: Class 63 contains 8127 members 
Mstep: Class 64 contains 9997 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 8056 members 
Mstep: Class 67 contains 4969 members 
Mstep: Class 68 contains 6516 members 
Mstep: Class 69 contains 8008 members 
Mstep: Class 70 contains 3873 members 
Mstep: Class 71 contains 1943 members 
Mstep: Class 72 contains 7340 members 
Mstep: Class 73 contains 4316 members 
Mstep: Class 74 contains 645 members 
Mstep: Class 75 contains 16368 members 
Mstep: Class 76 contains 18753 members 
Mstep: Class 77 contains 2528 members 
Mstep: Class 78 contains 4430 members 
Mstep: Class 79 contains 52445 members 
Mstep: Class 80 contains 1615 members 
Mstep: Class 81 contains 2406 members 
Mstep: Class 82 contains 2234 members 
Mstep: Class 83 contains 12415 members 
Mstep: Class 84 contains 1870 members 
Mstep: Class 85 contains 4332 members 
Mstep: Class 86 contains 4688 members 
Mstep: Class 87 contains 5717 members 
Mstep: Class 88 contains 1112 members 
Mstep: Class 89 contains 4963 members 
Mstep: Class 90 contains 7561 members 
Mstep: Class 91 contains 4828 members 
Mstep: Class 92 contains 4940 members 
Mstep: Class 93 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212250064.000000 Penalty: 334157.312500
Iteration 125Q: 94 clusters Score -2.122501e+08 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146380 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 32961 members 
Mstep: Class 4 contains 11391 members 
Mstep: Class 5 contains 14308 members 
Mstep: Class 6 contains 64635 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 72313 members 
Mstep: Class 9 contains 249375 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 127228 members 
Mstep: Class 15 contains 35916 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 9901 members 
Mstep: Class 18 contains 5548 members 
Mstep: Class 19 contains 62509 members 
Mstep: Class 20 contains 7838 members 
Mstep: Class 21 contains 244 members 
Mstep: Class 22 contains 12818 members 
Mstep: Class 23 contains 16232 members 
Mstep: Class 24 contains 36207 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 28341 members 
Mstep: Class 27 contains 2460 members 
Mstep: Class 28 contains 16165 members 
Mstep: Class 29 contains 15110 members 
Mstep: Class 30 contains 3243 members 
Mstep: Class 31 contains 3238 members 
Mstep: Class 32 contains 5739 members 
Mstep: Class 33 contains 30323 members 
Mstep: Class 34 contains 13034 members 
Mstep: Class 35 contains 11158 members 
Mstep: Class 36 contains 30374 members 
Mstep: Class 37 contains 29811 members 
Mstep: Class 38 contains 18384 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 10314 members 
Mstep: Class 41 contains 6591 members 
Mstep: Class 42 contains 5334 members 
Mstep: Class 43 contains 56937 members 
Mstep: Class 44 contains 38367 members 
Mstep: Class 45 contains 5482 members 
Mstep: Class 46 contains 84736 members 
Mstep: Class 47 contains 10317 members 
Mstep: Class 48 contains 1282 members 
Mstep: Class 49 contains 10736 members 
Mstep: Class 50 contains 20662 members 
Mstep: Class 51 contains 17161 members 
Mstep: Class 52 contains 3644 members 
Mstep: Class 53 contains 8592 members 
Mstep: Class 54 contains 7737 members 
Mstep: Class 55 contains 33765 members 
Mstep: Class 56 contains 896 members 
Mstep: Class 57 contains 3822 members 
Mstep: Class 58 contains 47481 members 
Mstep: Class 59 contains 4103 members 
Mstep: Class 60 contains 15104 members 
Mstep: Class 61 contains 12921 members 
Mstep: Class 62 contains 2444 members 
Mstep: Class 63 contains 8144 members 
Mstep: Class 64 contains 9987 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 7987 members 
Mstep: Class 67 contains 4958 members 
Mstep: Class 68 contains 6496 members 
Mstep: Class 69 contains 7991 members 
Mstep: Class 70 contains 3947 members 
Mstep: Class 71 contains 1938 members 
Mstep: Class 72 contains 7330 members 
Mstep: Class 73 contains 4371 members 
Mstep: Class 74 contains 693 members 
Mstep: Class 75 contains 16531 members 
Mstep: Class 76 contains 18899 members 
Mstep: Class 77 contains 2517 members 
Mstep: Class 78 contains 4494 members 
Mstep: Class 79 contains 51919 members 
Mstep: Class 80 contains 1619 members 
Mstep: Class 81 contains 2406 members 
Mstep: Class 82 contains 2236 members 
Mstep: Class 83 contains 12511 members 
Mstep: Class 84 contains 1868 members 
Mstep: Class 85 contains 4459 members 
Mstep: Class 86 contains 4843 members 
Mstep: Class 87 contains 5705 members 
Mstep: Class 88 contains 1093 members 
Mstep: Class 89 contains 5005 members 
Mstep: Class 90 contains 7711 members 
Mstep: Class 91 contains 4751 members 
Mstep: Class 92 contains 4964 members 
Mstep: Class 93 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212252048.000000 Penalty: 334157.312500
Iteration 126Q: 94 clusters Score -2.12252e+08 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 11425 members 
Mstep: Class 5 contains 14292 members 
Mstep: Class 6 contains 64549 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 72625 members 
Mstep: Class 9 contains 249274 members 
Mstep: Class 10 contains 9797 members 
Mstep: Class 11 contains 3780 members 
Mstep: Class 12 contains 175459 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 127221 members 
Mstep: Class 15 contains 35852 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 9949 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 62529 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 12776 members 
Mstep: Class 23 contains 16258 members 
Mstep: Class 24 contains 36055 members 
Mstep: Class 25 contains 5504 members 
Mstep: Class 26 contains 28313 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 16142 members 
Mstep: Class 29 contains 15105 members 
Mstep: Class 30 contains 3241 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 30405 members 
Mstep: Class 34 contains 13006 members 
Mstep: Class 35 contains 11146 members 
Mstep: Class 36 contains 30518 members 
Mstep: Class 37 contains 29772 members 
Mstep: Class 38 contains 18280 members 
Mstep: Class 39 contains 1285 members 
Mstep: Class 40 contains 10314 members 
Mstep: Class 41 contains 6602 members 
Mstep: Class 42 contains 5500 members 
Mstep: Class 43 contains 56839 members 
Mstep: Class 44 contains 38374 members 
Mstep: Class 45 contains 5546 members 
Mstep: Class 46 contains 84761 members 
Mstep: Class 47 contains 10272 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 10744 members 
Mstep: Class 50 contains 20686 members 
Mstep: Class 51 contains 17099 members 
Mstep: Class 52 contains 3644 members 
Mstep: Class 53 contains 8591 members 
Mstep: Class 54 contains 7724 members 
Mstep: Class 55 contains 33769 members 
Mstep: Class 56 contains 893 members 
Mstep: Class 57 contains 3810 members 
Mstep: Class 58 contains 47497 members 
Mstep: Class 59 contains 4105 members 
Mstep: Class 60 contains 14963 members 
Mstep: Class 61 contains 12894 members 
Mstep: Class 62 contains 2480 members 
Mstep: Class 63 contains 8158 members 
Mstep: Class 64 contains 9972 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7924 members 
Mstep: Class 67 contains 4941 members 
Mstep: Class 68 contains 6492 members 
Mstep: Class 69 contains 7995 members 
Mstep: Class 70 contains 4001 members 
Mstep: Class 71 contains 1936 members 
Mstep: Class 72 contains 7318 members 
Mstep: Class 73 contains 4414 members 
Mstep: Class 74 contains 717 members 
Mstep: Class 75 contains 16676 members 
Mstep: Class 76 contains 19042 members 
Mstep: Class 77 contains 2504 members 
Mstep: Class 78 contains 4553 members 
Mstep: Class 79 contains 51419 members 
Mstep: Class 80 contains 1621 members 
Mstep: Class 81 contains 2406 members 
Mstep: Class 82 contains 2241 members 
Mstep: Class 83 contains 12593 members 
Mstep: Class 84 contains 1861 members 
Mstep: Class 85 contains 4573 members 
Mstep: Class 86 contains 5009 members 
Mstep: Class 87 contains 5694 members 
Mstep: Class 88 contains 1073 members 
Mstep: Class 89 contains 5039 members 
Mstep: Class 90 contains 7802 members 
Mstep: Class 91 contains 4693 members 
Mstep: Class 92 contains 4990 members 
Mstep: Class 93 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212253760.000000 Penalty: 334157.312500
Iteration 127Q: 94 clusters Score -2.122538e+08 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146307 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 32578 members 
Mstep: Class 4 contains 11452 members 
Mstep: Class 5 contains 14276 members 
Mstep: Class 6 contains 64477 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 72929 members 
Mstep: Class 9 contains 249186 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 175321 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 127226 members 
Mstep: Class 15 contains 35775 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 9988 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 62543 members 
Mstep: Class 20 contains 7844 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 12766 members 
Mstep: Class 23 contains 16279 members 
Mstep: Class 24 contains 35901 members 
Mstep: Class 25 contains 5504 members 
Mstep: Class 26 contains 28296 members 
Mstep: Class 27 contains 2500 members 
Mstep: Class 28 contains 16117 members 
Mstep: Class 29 contains 15102 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 3131 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 30480 members 
Mstep: Class 34 contains 12973 members 
Mstep: Class 35 contains 11137 members 
Mstep: Class 36 contains 30622 members 
Mstep: Class 37 contains 29727 members 
Mstep: Class 38 contains 18197 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 10314 members 
Mstep: Class 41 contains 6607 members 
Mstep: Class 42 contains 5609 members 
Mstep: Class 43 contains 56769 members 
Mstep: Class 44 contains 38383 members 
Mstep: Class 45 contains 5592 members 
Mstep: Class 46 contains 84789 members 
Mstep: Class 47 contains 10256 members 
Mstep: Class 48 contains 1282 members 
Mstep: Class 49 contains 10757 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 17054 members 
Mstep: Class 52 contains 3652 members 
Mstep: Class 53 contains 8588 members 
Mstep: Class 54 contains 7707 members 
Mstep: Class 55 contains 33780 members 
Mstep: Class 56 contains 908 members 
Mstep: Class 57 contains 3796 members 
Mstep: Class 58 contains 47517 members 
Mstep: Class 59 contains 4116 members 
Mstep: Class 60 contains 14846 members 
Mstep: Class 61 contains 12881 members 
Mstep: Class 62 contains 2518 members 
Mstep: Class 63 contains 8180 members 
Mstep: Class 64 contains 9958 members 
Mstep: Class 65 contains 2509 members 
Mstep: Class 66 contains 7860 members 
Mstep: Class 67 contains 4922 members 
Mstep: Class 68 contains 6480 members 
Mstep: Class 69 contains 7993 members 
Mstep: Class 70 contains 4059 members 
Mstep: Class 71 contains 1932 members 
Mstep: Class 72 contains 7305 members 
Mstep: Class 73 contains 4452 members 
Mstep: Class 74 contains 738 members 
Mstep: Class 75 contains 16803 members 
Mstep: Class 76 contains 19171 members 
Mstep: Class 77 contains 2489 members 
Mstep: Class 78 contains 4602 members 
Mstep: Class 79 contains 50991 members 
Mstep: Class 80 contains 1623 members 
Mstep: Class 81 contains 2405 members 
Mstep: Class 82 contains 2237 members 
Mstep: Class 83 contains 12654 members 
Mstep: Class 84 contains 1843 members 
Mstep: Class 85 contains 4667 members 
Mstep: Class 86 contains 5152 members 
Mstep: Class 87 contains 5681 members 
Mstep: Class 88 contains 1036 members 
Mstep: Class 89 contains 5069 members 
Mstep: Class 90 contains 7905 members 
Mstep: Class 91 contains 4632 members 
Mstep: Class 92 contains 5020 members 
Mstep: Class 93 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212255152.000000 Penalty: 334157.312500
Iteration 128Q: 94 clusters Score -2.122552e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146263 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 32409 members 
Mstep: Class 4 contains 11469 members 
Mstep: Class 5 contains 14257 members 
Mstep: Class 6 contains 64424 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 73216 members 
Mstep: Class 9 contains 249117 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 175169 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 127228 members 
Mstep: Class 15 contains 35743 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 6001 members 
Mstep: Class 19 contains 62568 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 12756 members 
Mstep: Class 23 contains 16294 members 
Mstep: Class 24 contains 35785 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 28272 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 16103 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 30531 members 
Mstep: Class 34 contains 12948 members 
Mstep: Class 35 contains 11147 members 
Mstep: Class 36 contains 30724 members 
Mstep: Class 37 contains 29686 members 
Mstep: Class 38 contains 18129 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 10314 members 
Mstep: Class 41 contains 6613 members 
Mstep: Class 42 contains 5684 members 
Mstep: Class 43 contains 56691 members 
Mstep: Class 44 contains 38387 members 
Mstep: Class 45 contains 5620 members 
Mstep: Class 46 contains 84816 members 
Mstep: Class 47 contains 10246 members 
Mstep: Class 48 contains 1283 members 
Mstep: Class 49 contains 10784 members 
Mstep: Class 50 contains 20710 members 
Mstep: Class 51 contains 17008 members 
Mstep: Class 52 contains 3656 members 
Mstep: Class 53 contains 8586 members 
Mstep: Class 54 contains 7693 members 
Mstep: Class 55 contains 33793 members 
Mstep: Class 56 contains 916 members 
Mstep: Class 57 contains 3792 members 
Mstep: Class 58 contains 47526 members 
Mstep: Class 59 contains 4134 members 
Mstep: Class 60 contains 14738 members 
Mstep: Class 61 contains 12882 members 
Mstep: Class 62 contains 2544 members 
Mstep: Class 63 contains 8196 members 
Mstep: Class 64 contains 9945 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7836 members 
Mstep: Class 67 contains 4912 members 
Mstep: Class 68 contains 6471 members 
Mstep: Class 69 contains 7982 members 
Mstep: Class 70 contains 4108 members 
Mstep: Class 71 contains 1927 members 
Mstep: Class 72 contains 7293 members 
Mstep: Class 73 contains 4480 members 
Mstep: Class 74 contains 756 members 
Mstep: Class 75 contains 16928 members 
Mstep: Class 76 contains 19279 members 
Mstep: Class 77 contains 2486 members 
Mstep: Class 78 contains 4651 members 
Mstep: Class 79 contains 50604 members 
Mstep: Class 80 contains 1624 members 
Mstep: Class 81 contains 2404 members 
Mstep: Class 82 contains 2238 members 
Mstep: Class 83 contains 12731 members 
Mstep: Class 84 contains 1830 members 
Mstep: Class 85 contains 4756 members 
Mstep: Class 86 contains 5266 members 
Mstep: Class 87 contains 5671 members 
Mstep: Class 88 contains 1009 members 
Mstep: Class 89 contains 5088 members 
Mstep: Class 90 contains 7975 members 
Mstep: Class 91 contains 4575 members 
Mstep: Class 92 contains 5056 members 
Mstep: Class 93 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212255472.000000 Penalty: 334157.312500
Iteration 129Q: 94 clusters Score -2.122555e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 10455 members 
Mstep: Class 3 contains 32284 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 64369 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 73496 members 
Mstep: Class 9 contains 249060 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 11 contains 3755 members 
Mstep: Class 12 contains 175046 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 127237 members 
Mstep: Class 15 contains 35728 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 10028 members 
Mstep: Class 18 contains 6111 members 
Mstep: Class 19 contains 62591 members 
Mstep: Class 20 contains 7846 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 12745 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 35703 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 28258 members 
Mstep: Class 27 contains 2540 members 
Mstep: Class 28 contains 16091 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 3235 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 5716 members 
Mstep: Class 33 contains 30607 members 
Mstep: Class 34 contains 12918 members 
Mstep: Class 35 contains 11142 members 
Mstep: Class 36 contains 30827 members 
Mstep: Class 37 contains 29649 members 
Mstep: Class 38 contains 18071 members 
Mstep: Class 39 contains 1331 members 
Mstep: Class 40 contains 10314 members 
Mstep: Class 41 contains 6615 members 
Mstep: Class 42 contains 5737 members 
Mstep: Class 43 contains 56616 members 
Mstep: Class 44 contains 38391 members 
Mstep: Class 45 contains 5647 members 
Mstep: Class 46 contains 84832 members 
Mstep: Class 47 contains 10237 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 10809 members 
Mstep: Class 50 contains 20729 members 
Mstep: Class 51 contains 16967 members 
Mstep: Class 52 contains 3663 members 
Mstep: Class 53 contains 8583 members 
Mstep: Class 54 contains 7675 members 
Mstep: Class 55 contains 33809 members 
Mstep: Class 56 contains 923 members 
Mstep: Class 57 contains 3789 members 
Mstep: Class 58 contains 47513 members 
Mstep: Class 59 contains 4129 members 
Mstep: Class 60 contains 14631 members 
Mstep: Class 61 contains 12874 members 
Mstep: Class 62 contains 2579 members 
Mstep: Class 63 contains 8212 members 
Mstep: Class 64 contains 9936 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7804 members 
Mstep: Class 67 contains 4899 members 
Mstep: Class 68 contains 6461 members 
Mstep: Class 69 contains 7975 members 
Mstep: Class 70 contains 4143 members 
Mstep: Class 71 contains 1927 members 
Mstep: Class 72 contains 7278 members 
Mstep: Class 73 contains 4499 members 
Mstep: Class 74 contains 772 members 
Mstep: Class 75 contains 17038 members 
Mstep: Class 76 contains 19368 members 
Mstep: Class 77 contains 2481 members 
Mstep: Class 78 contains 4696 members 
Mstep: Class 79 contains 50238 members 
Mstep: Class 80 contains 1627 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2239 members 
Mstep: Class 83 contains 12792 members 
Mstep: Class 84 contains 1821 members 
Mstep: Class 85 contains 4845 members 
Mstep: Class 86 contains 5351 members 
Mstep: Class 87 contains 5659 members 
Mstep: Class 88 contains 985 members 
Mstep: Class 89 contains 5114 members 
Mstep: Class 90 contains 8034 members 
Mstep: Class 91 contains 4523 members 
Mstep: Class 92 contains 5080 members 
Mstep: Class 93 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212255872.000000 Penalty: 334157.312500
Iteration 130Q: 94 clusters Score -2.122559e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146194 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 32166 members 
Mstep: Class 4 contains 11500 members 
Mstep: Class 5 contains 14238 members 
Mstep: Class 6 contains 64326 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 73783 members 
Mstep: Class 9 contains 249006 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 3752 members 
Mstep: Class 12 contains 174879 members 
Mstep: Class 13 contains 5286 members 
Mstep: Class 14 contains 127249 members 
Mstep: Class 15 contains 35727 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 10044 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 62608 members 
Mstep: Class 20 contains 7848 members 
Mstep: Class 21 contains 245 members 
Mstep: Class 22 contains 12731 members 
Mstep: Class 23 contains 16310 members 
Mstep: Class 24 contains 35617 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 28242 members 
Mstep: Class 27 contains 2565 members 
Mstep: Class 28 contains 16085 members 
Mstep: Class 29 contains 15083 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 3060 members 
Mstep: Class 32 contains 5711 members 
Mstep: Class 33 contains 30655 members 
Mstep: Class 34 contains 12892 members 
Mstep: Class 35 contains 11133 members 
Mstep: Class 36 contains 30924 members 
Mstep: Class 37 contains 29614 members 
Mstep: Class 38 contains 18026 members 
Mstep: Class 39 contains 1334 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 6621 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 56542 members 
Mstep: Class 44 contains 38389 members 
Mstep: Class 45 contains 5677 members 
Mstep: Class 46 contains 84862 members 
Mstep: Class 47 contains 10222 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 10837 members 
Mstep: Class 50 contains 20743 members 
Mstep: Class 51 contains 16934 members 
Mstep: Class 52 contains 3670 members 
Mstep: Class 53 contains 8584 members 
Mstep: Class 54 contains 7668 members 
Mstep: Class 55 contains 33822 members 
Mstep: Class 56 contains 927 members 
Mstep: Class 57 contains 3797 members 
Mstep: Class 58 contains 47506 members 
Mstep: Class 59 contains 4123 members 
Mstep: Class 60 contains 14543 members 
Mstep: Class 61 contains 12869 members 
Mstep: Class 62 contains 2604 members 
Mstep: Class 63 contains 8231 members 
Mstep: Class 64 contains 9920 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7771 members 
Mstep: Class 67 contains 4889 members 
Mstep: Class 68 contains 6465 members 
Mstep: Class 69 contains 7967 members 
Mstep: Class 70 contains 4177 members 
Mstep: Class 71 contains 1927 members 
Mstep: Class 72 contains 7264 members 
Mstep: Class 73 contains 4523 members 
Mstep: Class 74 contains 788 members 
Mstep: Class 75 contains 17128 members 
Mstep: Class 76 contains 19449 members 
Mstep: Class 77 contains 2475 members 
Mstep: Class 78 contains 4723 members 
Mstep: Class 79 contains 49927 members 
Mstep: Class 80 contains 1632 members 
Mstep: Class 81 contains 2404 members 
Mstep: Class 82 contains 2243 members 
Mstep: Class 83 contains 12841 members 
Mstep: Class 84 contains 1827 members 
Mstep: Class 85 contains 4925 members 
Mstep: Class 86 contains 5415 members 
Mstep: Class 87 contains 5650 members 
Mstep: Class 88 contains 967 members 
Mstep: Class 89 contains 5131 members 
Mstep: Class 90 contains 8058 members 
Mstep: Class 91 contains 4465 members 
Mstep: Class 92 contains 5102 members 
Mstep: Class 93 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212256224.000000 Penalty: 334157.312500
Iteration 131Q: 94 clusters Score -2.122562e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 10360 members 
Mstep: Class 3 contains 32043 members 
Mstep: Class 4 contains 11521 members 
Mstep: Class 5 contains 14233 members 
Mstep: Class 6 contains 64304 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 74051 members 
Mstep: Class 9 contains 248943 members 
Mstep: Class 10 contains 9894 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 174749 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 127257 members 
Mstep: Class 15 contains 35732 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 10054 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 62628 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 12730 members 
Mstep: Class 23 contains 16318 members 
Mstep: Class 24 contains 35528 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 28226 members 
Mstep: Class 27 contains 2582 members 
Mstep: Class 28 contains 16075 members 
Mstep: Class 29 contains 15072 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 3040 members 
Mstep: Class 32 contains 5709 members 
Mstep: Class 33 contains 30704 members 
Mstep: Class 34 contains 12868 members 
Mstep: Class 35 contains 11121 members 
Mstep: Class 36 contains 31003 members 
Mstep: Class 37 contains 29578 members 
Mstep: Class 38 contains 18002 members 
Mstep: Class 39 contains 1335 members 
Mstep: Class 40 contains 10318 members 
Mstep: Class 41 contains 6630 members 
Mstep: Class 42 contains 5792 members 
Mstep: Class 43 contains 56467 members 
Mstep: Class 44 contains 38394 members 
Mstep: Class 45 contains 5697 members 
Mstep: Class 46 contains 84877 members 
Mstep: Class 47 contains 10213 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 10854 members 
Mstep: Class 50 contains 20753 members 
Mstep: Class 51 contains 16903 members 
Mstep: Class 52 contains 3676 members 
Mstep: Class 53 contains 8584 members 
Mstep: Class 54 contains 7657 members 
Mstep: Class 55 contains 33840 members 
Mstep: Class 56 contains 930 members 
Mstep: Class 57 contains 3791 members 
Mstep: Class 58 contains 47496 members 
Mstep: Class 59 contains 4127 members 
Mstep: Class 60 contains 14448 members 
Mstep: Class 61 contains 12863 members 
Mstep: Class 62 contains 2618 members 
Mstep: Class 63 contains 8244 members 
Mstep: Class 64 contains 9917 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7744 members 
Mstep: Class 67 contains 4883 members 
Mstep: Class 68 contains 6462 members 
Mstep: Class 69 contains 7975 members 
Mstep: Class 70 contains 4207 members 
Mstep: Class 71 contains 1927 members 
Mstep: Class 72 contains 7257 members 
Mstep: Class 73 contains 4550 members 
Mstep: Class 74 contains 803 members 
Mstep: Class 75 contains 17192 members 
Mstep: Class 76 contains 19523 members 
Mstep: Class 77 contains 2474 members 
Mstep: Class 78 contains 4763 members 
Mstep: Class 79 contains 49640 members 
Mstep: Class 80 contains 1637 members 
Mstep: Class 81 contains 2406 members 
Mstep: Class 82 contains 2243 members 
Mstep: Class 83 contains 12871 members 
Mstep: Class 84 contains 1839 members 
Mstep: Class 85 contains 5019 members 
Mstep: Class 86 contains 5463 members 
Mstep: Class 87 contains 5640 members 
Mstep: Class 88 contains 948 members 
Mstep: Class 89 contains 5148 members 
Mstep: Class 90 contains 8091 members 
Mstep: Class 91 contains 4419 members 
Mstep: Class 92 contains 5110 members 
Mstep: Class 93 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212256960.000000 Penalty: 334157.312500
Iteration 132Q: 94 clusters Score -2.12257e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 31947 members 
Mstep: Class 4 contains 11546 members 
Mstep: Class 5 contains 14228 members 
Mstep: Class 6 contains 64272 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 74310 members 
Mstep: Class 9 contains 248883 members 
Mstep: Class 10 contains 9910 members 
Mstep: Class 11 contains 3736 members 
Mstep: Class 12 contains 174657 members 
Mstep: Class 13 contains 5288 members 
Mstep: Class 14 contains 127252 members 
Mstep: Class 15 contains 35739 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 6398 members 
Mstep: Class 19 contains 62640 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 12723 members 
Mstep: Class 23 contains 16325 members 
Mstep: Class 24 contains 35443 members 
Mstep: Class 25 contains 5504 members 
Mstep: Class 26 contains 28212 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 16059 members 
Mstep: Class 29 contains 15059 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 5701 members 
Mstep: Class 33 contains 30748 members 
Mstep: Class 34 contains 12855 members 
Mstep: Class 35 contains 11103 members 
Mstep: Class 36 contains 31086 members 
Mstep: Class 37 contains 29548 members 
Mstep: Class 38 contains 17989 members 
Mstep: Class 39 contains 1335 members 
Mstep: Class 40 contains 10321 members 
Mstep: Class 41 contains 6645 members 
Mstep: Class 42 contains 5806 members 
Mstep: Class 43 contains 56387 members 
Mstep: Class 44 contains 38398 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 84873 members 
Mstep: Class 47 contains 10201 members 
Mstep: Class 48 contains 1276 members 
Mstep: Class 49 contains 10882 members 
Mstep: Class 50 contains 20764 members 
Mstep: Class 51 contains 16875 members 
Mstep: Class 52 contains 3678 members 
Mstep: Class 53 contains 8586 members 
Mstep: Class 54 contains 7644 members 
Mstep: Class 55 contains 33853 members 
Mstep: Class 56 contains 935 members 
Mstep: Class 57 contains 3793 members 
Mstep: Class 58 contains 47492 members 
Mstep: Class 59 contains 4126 members 
Mstep: Class 60 contains 14345 members 
Mstep: Class 61 contains 12851 members 
Mstep: Class 62 contains 2626 members 
Mstep: Class 63 contains 8262 members 
Mstep: Class 64 contains 9912 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7723 members 
Mstep: Class 67 contains 4879 members 
Mstep: Class 68 contains 6461 members 
Mstep: Class 69 contains 7975 members 
Mstep: Class 70 contains 4237 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7246 members 
Mstep: Class 73 contains 4567 members 
Mstep: Class 74 contains 826 members 
Mstep: Class 75 contains 17245 members 
Mstep: Class 76 contains 19599 members 
Mstep: Class 77 contains 2466 members 
Mstep: Class 78 contains 4802 members 
Mstep: Class 79 contains 49376 members 
Mstep: Class 80 contains 1639 members 
Mstep: Class 81 contains 2405 members 
Mstep: Class 82 contains 2248 members 
Mstep: Class 83 contains 12911 members 
Mstep: Class 84 contains 1845 members 
Mstep: Class 85 contains 5107 members 
Mstep: Class 86 contains 5510 members 
Mstep: Class 87 contains 5632 members 
Mstep: Class 88 contains 919 members 
Mstep: Class 89 contains 5156 members 
Mstep: Class 90 contains 8104 members 
Mstep: Class 91 contains 4380 members 
Mstep: Class 92 contains 5123 members 
Mstep: Class 93 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257008.000000 Penalty: 334157.312500
Iteration 133Q: 94 clusters Score -2.12257e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 10300 members 
Mstep: Class 3 contains 31848 members 
Mstep: Class 4 contains 11569 members 
Mstep: Class 5 contains 14227 members 
Mstep: Class 6 contains 64248 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 74541 members 
Mstep: Class 9 contains 248818 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 174616 members 
Mstep: Class 13 contains 5296 members 
Mstep: Class 14 contains 127265 members 
Mstep: Class 15 contains 35749 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 10073 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 62647 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 12714 members 
Mstep: Class 23 contains 16333 members 
Mstep: Class 24 contains 35370 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 28203 members 
Mstep: Class 27 contains 2612 members 
Mstep: Class 28 contains 16049 members 
Mstep: Class 29 contains 15051 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 5704 members 
Mstep: Class 33 contains 30797 members 
Mstep: Class 34 contains 12837 members 
Mstep: Class 35 contains 11094 members 
Mstep: Class 36 contains 31144 members 
Mstep: Class 37 contains 29516 members 
Mstep: Class 38 contains 17965 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6667 members 
Mstep: Class 42 contains 5829 members 
Mstep: Class 43 contains 56306 members 
Mstep: Class 44 contains 38401 members 
Mstep: Class 45 contains 5743 members 
Mstep: Class 46 contains 84894 members 
Mstep: Class 47 contains 10185 members 
Mstep: Class 48 contains 1275 members 
Mstep: Class 49 contains 10902 members 
Mstep: Class 50 contains 20772 members 
Mstep: Class 51 contains 16864 members 
Mstep: Class 52 contains 3679 members 
Mstep: Class 53 contains 8583 members 
Mstep: Class 54 contains 7628 members 
Mstep: Class 55 contains 33873 members 
Mstep: Class 56 contains 937 members 
Mstep: Class 57 contains 3797 members 
Mstep: Class 58 contains 47482 members 
Mstep: Class 59 contains 4129 members 
Mstep: Class 60 contains 14235 members 
Mstep: Class 61 contains 12830 members 
Mstep: Class 62 contains 2643 members 
Mstep: Class 63 contains 8274 members 
Mstep: Class 64 contains 9905 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 4877 members 
Mstep: Class 68 contains 6457 members 
Mstep: Class 69 contains 7975 members 
Mstep: Class 70 contains 4254 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7235 members 
Mstep: Class 73 contains 4577 members 
Mstep: Class 74 contains 851 members 
Mstep: Class 75 contains 17295 members 
Mstep: Class 76 contains 19659 members 
Mstep: Class 77 contains 2459 members 
Mstep: Class 78 contains 4848 members 
Mstep: Class 79 contains 49123 members 
Mstep: Class 80 contains 1640 members 
Mstep: Class 81 contains 2404 members 
Mstep: Class 82 contains 2249 members 
Mstep: Class 83 contains 12940 members 
Mstep: Class 84 contains 1842 members 
Mstep: Class 85 contains 5186 members 
Mstep: Class 86 contains 5543 members 
Mstep: Class 87 contains 5627 members 
Mstep: Class 88 contains 892 members 
Mstep: Class 89 contains 5160 members 
Mstep: Class 90 contains 8128 members 
Mstep: Class 91 contains 4347 members 
Mstep: Class 92 contains 5138 members 
Mstep: Class 93 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257696.000000 Penalty: 334157.312500
Iteration 134Q: 94 clusters Score -2.122577e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 10284 members 
Mstep: Class 3 contains 31755 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14223 members 
Mstep: Class 6 contains 64230 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 74737 members 
Mstep: Class 9 contains 248748 members 
Mstep: Class 10 contains 9937 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 174553 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 127262 members 
Mstep: Class 15 contains 35769 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 62661 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 12708 members 
Mstep: Class 23 contains 16345 members 
Mstep: Class 24 contains 35307 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 28189 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 16039 members 
Mstep: Class 29 contains 15046 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 3024 members 
Mstep: Class 32 contains 5703 members 
Mstep: Class 33 contains 30851 members 
Mstep: Class 34 contains 12826 members 
Mstep: Class 35 contains 11091 members 
Mstep: Class 36 contains 31207 members 
Mstep: Class 37 contains 29490 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 1343 members 
Mstep: Class 40 contains 10329 members 
Mstep: Class 41 contains 6679 members 
Mstep: Class 42 contains 5843 members 
Mstep: Class 43 contains 56240 members 
Mstep: Class 44 contains 38397 members 
Mstep: Class 45 contains 5759 members 
Mstep: Class 46 contains 84915 members 
Mstep: Class 47 contains 10177 members 
Mstep: Class 48 contains 1275 members 
Mstep: Class 49 contains 10927 members 
Mstep: Class 50 contains 20778 members 
Mstep: Class 51 contains 16844 members 
Mstep: Class 52 contains 3679 members 
Mstep: Class 53 contains 8584 members 
Mstep: Class 54 contains 7621 members 
Mstep: Class 55 contains 33885 members 
Mstep: Class 56 contains 938 members 
Mstep: Class 57 contains 3804 members 
Mstep: Class 58 contains 47475 members 
Mstep: Class 59 contains 4128 members 
Mstep: Class 60 contains 14126 members 
Mstep: Class 61 contains 12831 members 
Mstep: Class 62 contains 2652 members 
Mstep: Class 63 contains 8285 members 
Mstep: Class 64 contains 9898 members 
Mstep: Class 65 contains 2506 members 
Mstep: Class 66 contains 7675 members 
Mstep: Class 67 contains 4874 members 
Mstep: Class 68 contains 6447 members 
Mstep: Class 69 contains 7958 members 
Mstep: Class 70 contains 4282 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7226 members 
Mstep: Class 73 contains 4583 members 
Mstep: Class 74 contains 869 members 
Mstep: Class 75 contains 17342 members 
Mstep: Class 76 contains 19713 members 
Mstep: Class 77 contains 2451 members 
Mstep: Class 78 contains 4884 members 
Mstep: Class 79 contains 48920 members 
Mstep: Class 80 contains 1642 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2250 members 
Mstep: Class 83 contains 12972 members 
Mstep: Class 84 contains 1839 members 
Mstep: Class 85 contains 5265 members 
Mstep: Class 86 contains 5583 members 
Mstep: Class 87 contains 5621 members 
Mstep: Class 88 contains 872 members 
Mstep: Class 89 contains 5163 members 
Mstep: Class 90 contains 8146 members 
Mstep: Class 91 contains 4327 members 
Mstep: Class 92 contains 5157 members 
Mstep: Class 93 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257296.000000 Penalty: 334157.312500
Iteration 135Q: 94 clusters Score -2.122573e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 31690 members 
Mstep: Class 4 contains 11636 members 
Mstep: Class 5 contains 14214 members 
Mstep: Class 6 contains 64213 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 74924 members 
Mstep: Class 9 contains 248701 members 
Mstep: Class 10 contains 9937 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 174470 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 127267 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 6494 members 
Mstep: Class 19 contains 62666 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 12698 members 
Mstep: Class 23 contains 16359 members 
Mstep: Class 24 contains 35210 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 28176 members 
Mstep: Class 27 contains 2647 members 
Mstep: Class 28 contains 16035 members 
Mstep: Class 29 contains 15043 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 3016 members 
Mstep: Class 32 contains 5693 members 
Mstep: Class 33 contains 30912 members 
Mstep: Class 34 contains 12815 members 
Mstep: Class 35 contains 11092 members 
Mstep: Class 36 contains 31281 members 
Mstep: Class 37 contains 29468 members 
Mstep: Class 38 contains 17924 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 10338 members 
Mstep: Class 41 contains 6697 members 
Mstep: Class 42 contains 5848 members 
Mstep: Class 43 contains 56190 members 
Mstep: Class 44 contains 38397 members 
Mstep: Class 45 contains 5769 members 
Mstep: Class 46 contains 84920 members 
Mstep: Class 47 contains 10172 members 
Mstep: Class 48 contains 1275 members 
Mstep: Class 49 contains 10965 members 
Mstep: Class 50 contains 20786 members 
Mstep: Class 51 contains 16826 members 
Mstep: Class 52 contains 3686 members 
Mstep: Class 53 contains 8583 members 
Mstep: Class 54 contains 7610 members 
Mstep: Class 55 contains 33888 members 
Mstep: Class 56 contains 939 members 
Mstep: Class 57 contains 3809 members 
Mstep: Class 58 contains 47469 members 
Mstep: Class 59 contains 4124 members 
Mstep: Class 60 contains 14023 members 
Mstep: Class 61 contains 12832 members 
Mstep: Class 62 contains 2667 members 
Mstep: Class 63 contains 8297 members 
Mstep: Class 64 contains 9889 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7660 members 
Mstep: Class 67 contains 4874 members 
Mstep: Class 68 contains 6451 members 
Mstep: Class 69 contains 7946 members 
Mstep: Class 70 contains 4305 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7220 members 
Mstep: Class 73 contains 4593 members 
Mstep: Class 74 contains 884 members 
Mstep: Class 75 contains 17358 members 
Mstep: Class 76 contains 19758 members 
Mstep: Class 77 contains 2438 members 
Mstep: Class 78 contains 4929 members 
Mstep: Class 79 contains 48733 members 
Mstep: Class 80 contains 1643 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2252 members 
Mstep: Class 83 contains 12996 members 
Mstep: Class 84 contains 1835 members 
Mstep: Class 85 contains 5318 members 
Mstep: Class 86 contains 5616 members 
Mstep: Class 87 contains 5608 members 
Mstep: Class 88 contains 857 members 
Mstep: Class 89 contains 5165 members 
Mstep: Class 90 contains 8164 members 
Mstep: Class 91 contains 4316 members 
Mstep: Class 92 contains 5174 members 
Mstep: Class 93 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212257872.000000 Penalty: 334157.312500
Iteration 136Q: 94 clusters Score -2.122579e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 10269 members 
Mstep: Class 3 contains 31629 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 14209 members 
Mstep: Class 6 contains 64191 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 75113 members 
Mstep: Class 9 contains 248638 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 3734 members 
Mstep: Class 12 contains 174368 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 127280 members 
Mstep: Class 15 contains 35775 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 6524 members 
Mstep: Class 19 contains 62699 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 12687 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 35132 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 28166 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 15038 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 3018 members 
Mstep: Class 32 contains 5693 members 
Mstep: Class 33 contains 30967 members 
Mstep: Class 34 contains 12803 members 
Mstep: Class 35 contains 11091 members 
Mstep: Class 36 contains 31342 members 
Mstep: Class 37 contains 29450 members 
Mstep: Class 38 contains 17916 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 6713 members 
Mstep: Class 42 contains 5852 members 
Mstep: Class 43 contains 56139 members 
Mstep: Class 44 contains 38396 members 
Mstep: Class 45 contains 5781 members 
Mstep: Class 46 contains 84920 members 
Mstep: Class 47 contains 10165 members 
Mstep: Class 48 contains 1274 members 
Mstep: Class 49 contains 10990 members 
Mstep: Class 50 contains 20789 members 
Mstep: Class 51 contains 16815 members 
Mstep: Class 52 contains 3694 members 
Mstep: Class 53 contains 8582 members 
Mstep: Class 54 contains 7595 members 
Mstep: Class 55 contains 33894 members 
Mstep: Class 56 contains 940 members 
Mstep: Class 57 contains 3812 members 
Mstep: Class 58 contains 47474 members 
Mstep: Class 59 contains 4122 members 
Mstep: Class 60 contains 13924 members 
Mstep: Class 61 contains 12822 members 
Mstep: Class 62 contains 2675 members 
Mstep: Class 63 contains 8305 members 
Mstep: Class 64 contains 9882 members 
Mstep: Class 65 contains 2508 members 
Mstep: Class 66 contains 7650 members 
Mstep: Class 67 contains 4873 members 
Mstep: Class 68 contains 6442 members 
Mstep: Class 69 contains 7942 members 
Mstep: Class 70 contains 4325 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7209 members 
Mstep: Class 73 contains 4608 members 
Mstep: Class 74 contains 904 members 
Mstep: Class 75 contains 17376 members 
Mstep: Class 76 contains 19815 members 
Mstep: Class 77 contains 2434 members 
Mstep: Class 78 contains 4959 members 
Mstep: Class 79 contains 48548 members 
Mstep: Class 80 contains 1645 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2252 members 
Mstep: Class 83 contains 13011 members 
Mstep: Class 84 contains 1835 members 
Mstep: Class 85 contains 5371 members 
Mstep: Class 86 contains 5640 members 
Mstep: Class 87 contains 5595 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5166 members 
Mstep: Class 90 contains 8182 members 
Mstep: Class 91 contains 4303 members 
Mstep: Class 92 contains 5191 members 
Mstep: Class 93 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258448.000000 Penalty: 334157.312500
Iteration 137Q: 94 clusters Score -2.122584e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 31574 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 14197 members 
Mstep: Class 6 contains 64163 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 75311 members 
Mstep: Class 9 contains 248594 members 
Mstep: Class 10 contains 9953 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 174272 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 127294 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 6555 members 
Mstep: Class 19 contains 62725 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 12682 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 35072 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28162 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 15032 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 3015 members 
Mstep: Class 32 contains 5690 members 
Mstep: Class 33 contains 31024 members 
Mstep: Class 34 contains 12791 members 
Mstep: Class 35 contains 11094 members 
Mstep: Class 36 contains 31399 members 
Mstep: Class 37 contains 29436 members 
Mstep: Class 38 contains 17903 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 10345 members 
Mstep: Class 41 contains 6724 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 56092 members 
Mstep: Class 44 contains 38396 members 
Mstep: Class 45 contains 5787 members 
Mstep: Class 46 contains 84927 members 
Mstep: Class 47 contains 10159 members 
Mstep: Class 48 contains 1275 members 
Mstep: Class 49 contains 11024 members 
Mstep: Class 50 contains 20786 members 
Mstep: Class 51 contains 16800 members 
Mstep: Class 52 contains 3708 members 
Mstep: Class 53 contains 8577 members 
Mstep: Class 54 contains 7581 members 
Mstep: Class 55 contains 33899 members 
Mstep: Class 56 contains 941 members 
Mstep: Class 57 contains 3814 members 
Mstep: Class 58 contains 47467 members 
Mstep: Class 59 contains 4120 members 
Mstep: Class 60 contains 13804 members 
Mstep: Class 61 contains 12818 members 
Mstep: Class 62 contains 2683 members 
Mstep: Class 63 contains 8310 members 
Mstep: Class 64 contains 9885 members 
Mstep: Class 65 contains 2508 members 
Mstep: Class 66 contains 7652 members 
Mstep: Class 67 contains 4871 members 
Mstep: Class 68 contains 6428 members 
Mstep: Class 69 contains 7922 members 
Mstep: Class 70 contains 4353 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7206 members 
Mstep: Class 73 contains 4616 members 
Mstep: Class 74 contains 915 members 
Mstep: Class 75 contains 17401 members 
Mstep: Class 76 contains 19866 members 
Mstep: Class 77 contains 2433 members 
Mstep: Class 78 contains 4986 members 
Mstep: Class 79 contains 48361 members 
Mstep: Class 80 contains 1647 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2253 members 
Mstep: Class 83 contains 13037 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 5424 members 
Mstep: Class 86 contains 5661 members 
Mstep: Class 87 contains 5574 members 
Mstep: Class 88 contains 824 members 
Mstep: Class 89 contains 5171 members 
Mstep: Class 90 contains 8203 members 
Mstep: Class 91 contains 4296 members 
Mstep: Class 92 contains 5202 members 
Mstep: Class 93 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258720.000000 Penalty: 334157.312500
Iteration 138Q: 94 clusters Score -2.122587e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146217 members 
Mstep: Class 2 contains 10251 members 
Mstep: Class 3 contains 31521 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 14185 members 
Mstep: Class 6 contains 64139 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 75490 members 
Mstep: Class 9 contains 248561 members 
Mstep: Class 10 contains 9963 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 174202 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 127297 members 
Mstep: Class 15 contains 35776 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 6572 members 
Mstep: Class 19 contains 62729 members 
Mstep: Class 20 contains 7852 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 16398 members 
Mstep: Class 24 contains 35028 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28153 members 
Mstep: Class 27 contains 2671 members 
Mstep: Class 28 contains 16028 members 
Mstep: Class 29 contains 15030 members 
Mstep: Class 30 contains 3225 members 
Mstep: Class 31 contains 3012 members 
Mstep: Class 32 contains 5689 members 
Mstep: Class 33 contains 31068 members 
Mstep: Class 34 contains 12779 members 
Mstep: Class 35 contains 11096 members 
Mstep: Class 36 contains 31465 members 
Mstep: Class 37 contains 29427 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 10346 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 5868 members 
Mstep: Class 43 contains 56040 members 
Mstep: Class 44 contains 38391 members 
Mstep: Class 45 contains 5800 members 
Mstep: Class 46 contains 84932 members 
Mstep: Class 47 contains 10145 members 
Mstep: Class 48 contains 1275 members 
Mstep: Class 49 contains 11049 members 
Mstep: Class 50 contains 20791 members 
Mstep: Class 51 contains 16787 members 
Mstep: Class 52 contains 3719 members 
Mstep: Class 53 contains 8578 members 
Mstep: Class 54 contains 7567 members 
Mstep: Class 55 contains 33900 members 
Mstep: Class 56 contains 941 members 
Mstep: Class 57 contains 3815 members 
Mstep: Class 58 contains 47468 members 
Mstep: Class 59 contains 4112 members 
Mstep: Class 60 contains 13699 members 
Mstep: Class 61 contains 12823 members 
Mstep: Class 62 contains 2696 members 
Mstep: Class 63 contains 8316 members 
Mstep: Class 64 contains 9885 members 
Mstep: Class 65 contains 2508 members 
Mstep: Class 66 contains 7641 members 
Mstep: Class 67 contains 4869 members 
Mstep: Class 68 contains 6427 members 
Mstep: Class 69 contains 7906 members 
Mstep: Class 70 contains 4372 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4622 members 
Mstep: Class 74 contains 924 members 
Mstep: Class 75 contains 17416 members 
Mstep: Class 76 contains 19923 members 
Mstep: Class 77 contains 2435 members 
Mstep: Class 78 contains 5005 members 
Mstep: Class 79 contains 48212 members 
Mstep: Class 80 contains 1647 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2256 members 
Mstep: Class 83 contains 13049 members 
Mstep: Class 84 contains 1839 members 
Mstep: Class 85 contains 5475 members 
Mstep: Class 86 contains 5678 members 
Mstep: Class 87 contains 5559 members 
Mstep: Class 88 contains 819 members 
Mstep: Class 89 contains 5174 members 
Mstep: Class 90 contains 8220 members 
Mstep: Class 91 contains 4287 members 
Mstep: Class 92 contains 5210 members 
Mstep: Class 93 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212258880.000000 Penalty: 334157.312500
Iteration 139Q: 94 clusters Score -2.122589e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 10246 members 
Mstep: Class 3 contains 31465 members 
Mstep: Class 4 contains 11714 members 
Mstep: Class 5 contains 14175 members 
Mstep: Class 6 contains 64116 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 75662 members 
Mstep: Class 9 contains 248523 members 
Mstep: Class 10 contains 9968 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 174172 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 127302 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 19 contains 62749 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 34971 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28151 members 
Mstep: Class 27 contains 2677 members 
Mstep: Class 28 contains 16019 members 
Mstep: Class 29 contains 15032 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 3013 members 
Mstep: Class 32 contains 5691 members 
Mstep: Class 33 contains 31098 members 
Mstep: Class 34 contains 12774 members 
Mstep: Class 35 contains 11092 members 
Mstep: Class 36 contains 31504 members 
Mstep: Class 37 contains 29418 members 
Mstep: Class 38 contains 17869 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 10345 members 
Mstep: Class 41 contains 6757 members 
Mstep: Class 42 contains 5881 members 
Mstep: Class 43 contains 55995 members 
Mstep: Class 44 contains 38387 members 
Mstep: Class 45 contains 5804 members 
Mstep: Class 46 contains 84934 members 
Mstep: Class 47 contains 10125 members 
Mstep: Class 48 contains 1276 members 
Mstep: Class 49 contains 11074 members 
Mstep: Class 50 contains 20790 members 
Mstep: Class 51 contains 16781 members 
Mstep: Class 52 contains 3731 members 
Mstep: Class 53 contains 8578 members 
Mstep: Class 54 contains 7561 members 
Mstep: Class 55 contains 33906 members 
Mstep: Class 56 contains 941 members 
Mstep: Class 57 contains 3817 members 
Mstep: Class 58 contains 47468 members 
Mstep: Class 59 contains 4111 members 
Mstep: Class 60 contains 13592 members 
Mstep: Class 61 contains 12816 members 
Mstep: Class 62 contains 2703 members 
Mstep: Class 63 contains 8322 members 
Mstep: Class 64 contains 9884 members 
Mstep: Class 65 contains 2508 members 
Mstep: Class 66 contains 7639 members 
Mstep: Class 67 contains 4868 members 
Mstep: Class 68 contains 6432 members 
Mstep: Class 69 contains 7896 members 
Mstep: Class 70 contains 4392 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7209 members 
Mstep: Class 73 contains 4635 members 
Mstep: Class 74 contains 925 members 
Mstep: Class 75 contains 17434 members 
Mstep: Class 76 contains 19974 members 
Mstep: Class 77 contains 2439 members 
Mstep: Class 78 contains 5027 members 
Mstep: Class 79 contains 48078 members 
Mstep: Class 80 contains 1647 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2258 members 
Mstep: Class 83 contains 13056 members 
Mstep: Class 84 contains 1840 members 
Mstep: Class 85 contains 5506 members 
Mstep: Class 86 contains 5692 members 
Mstep: Class 87 contains 5544 members 
Mstep: Class 88 contains 817 members 
Mstep: Class 89 contains 5176 members 
Mstep: Class 90 contains 8231 members 
Mstep: Class 91 contains 4274 members 
Mstep: Class 92 contains 5221 members 
Mstep: Class 93 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212259888.000000 Penalty: 334157.312500
Iteration 140F: 94 clusters Score -2.122599e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 10208 members 
Mstep: Class 3 contains 31429 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 14172 members 
Mstep: Class 6 contains 64093 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 75827 members 
Mstep: Class 9 contains 248497 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 174120 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 127318 members 
Mstep: Class 15 contains 35787 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 10126 members 
Mstep: Class 18 contains 6701 members 
Mstep: Class 19 contains 62755 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 12679 members 
Mstep: Class 23 contains 16407 members 
Mstep: Class 24 contains 34945 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28145 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 16009 members 
Mstep: Class 29 contains 15032 members 
Mstep: Class 30 contains 3228 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 31003 members 
Mstep: Class 34 contains 12769 members 
Mstep: Class 35 contains 11096 members 
Mstep: Class 36 contains 31482 members 
Mstep: Class 37 contains 29409 members 
Mstep: Class 38 contains 17771 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 6770 members 
Mstep: Class 42 contains 6032 members 
Mstep: Class 43 contains 55938 members 
Mstep: Class 44 contains 38394 members 
Mstep: Class 45 contains 5805 members 
Mstep: Class 46 contains 84933 members 
Mstep: Class 47 contains 10120 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11107 members 
Mstep: Class 50 contains 20794 members 
Mstep: Class 51 contains 16765 members 
Mstep: Class 52 contains 3740 members 
Mstep: Class 53 contains 8579 members 
Mstep: Class 54 contains 7554 members 
Mstep: Class 55 contains 33902 members 
Mstep: Class 56 contains 943 members 
Mstep: Class 57 contains 3818 members 
Mstep: Class 58 contains 47466 members 
Mstep: Class 59 contains 4106 members 
Mstep: Class 60 contains 13500 members 
Mstep: Class 61 contains 12797 members 
Mstep: Class 62 contains 2703 members 
Mstep: Class 63 contains 8328 members 
Mstep: Class 64 contains 9876 members 
Mstep: Class 65 contains 2508 members 
Mstep: Class 66 contains 7635 members 
Mstep: Class 67 contains 4867 members 
Mstep: Class 68 contains 6430 members 
Mstep: Class 69 contains 7881 members 
Mstep: Class 70 contains 4409 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7209 members 
Mstep: Class 73 contains 4649 members 
Mstep: Class 74 contains 942 members 
Mstep: Class 75 contains 17443 members 
Mstep: Class 76 contains 20006 members 
Mstep: Class 77 contains 2440 members 
Mstep: Class 78 contains 5030 members 
Mstep: Class 79 contains 47945 members 
Mstep: Class 80 contains 1647 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2262 members 
Mstep: Class 83 contains 13059 members 
Mstep: Class 84 contains 1846 members 
Mstep: Class 85 contains 5559 members 
Mstep: Class 86 contains 5877 members 
Mstep: Class 87 contains 5534 members 
Mstep: Class 88 contains 797 members 
Mstep: Class 89 contains 5179 members 
Mstep: Class 90 contains 8237 members 
Mstep: Class 91 contains 4219 members 
Mstep: Class 92 contains 5235 members 
Mstep: Class 93 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261104.000000 Penalty: 334157.312500
Iteration 141Q: 94 clusters Score -2.122611e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146238 members 
Mstep: Class 2 contains 10163 members 
Mstep: Class 3 contains 31408 members 
Mstep: Class 4 contains 11747 members 
Mstep: Class 5 contains 14169 members 
Mstep: Class 6 contains 64078 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 76001 members 
Mstep: Class 9 contains 248460 members 
Mstep: Class 10 contains 9986 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 174070 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 127332 members 
Mstep: Class 15 contains 35784 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 10133 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 62757 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 12677 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 34908 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28142 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 16002 members 
Mstep: Class 29 contains 15031 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 5683 members 
Mstep: Class 33 contains 30920 members 
Mstep: Class 34 contains 12763 members 
Mstep: Class 35 contains 11101 members 
Mstep: Class 36 contains 31495 members 
Mstep: Class 37 contains 29397 members 
Mstep: Class 38 contains 17653 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 10346 members 
Mstep: Class 41 contains 6776 members 
Mstep: Class 42 contains 6155 members 
Mstep: Class 43 contains 55886 members 
Mstep: Class 44 contains 38393 members 
Mstep: Class 45 contains 5809 members 
Mstep: Class 46 contains 84936 members 
Mstep: Class 47 contains 10109 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11137 members 
Mstep: Class 50 contains 20797 members 
Mstep: Class 51 contains 16761 members 
Mstep: Class 52 contains 3744 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7536 members 
Mstep: Class 55 contains 33909 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3822 members 
Mstep: Class 58 contains 47466 members 
Mstep: Class 59 contains 4101 members 
Mstep: Class 60 contains 13396 members 
Mstep: Class 61 contains 12780 members 
Mstep: Class 62 contains 2715 members 
Mstep: Class 63 contains 8331 members 
Mstep: Class 64 contains 9871 members 
Mstep: Class 65 contains 2507 members 
Mstep: Class 66 contains 7632 members 
Mstep: Class 67 contains 4867 members 
Mstep: Class 68 contains 6427 members 
Mstep: Class 69 contains 7862 members 
Mstep: Class 70 contains 4429 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4667 members 
Mstep: Class 74 contains 947 members 
Mstep: Class 75 contains 17451 members 
Mstep: Class 76 contains 20055 members 
Mstep: Class 77 contains 2445 members 
Mstep: Class 78 contains 5035 members 
Mstep: Class 79 contains 47807 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2261 members 
Mstep: Class 83 contains 13061 members 
Mstep: Class 84 contains 1849 members 
Mstep: Class 85 contains 5612 members 
Mstep: Class 86 contains 6028 members 
Mstep: Class 87 contains 5528 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5184 members 
Mstep: Class 90 contains 8242 members 
Mstep: Class 91 contains 4176 members 
Mstep: Class 92 contains 5251 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260752.000000 Penalty: 334157.312500
Iteration 142Q: 94 clusters Score -2.122608e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 10113 members 
Mstep: Class 3 contains 31390 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 14173 members 
Mstep: Class 6 contains 64065 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 76171 members 
Mstep: Class 9 contains 248426 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 174043 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 127341 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 10135 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 62763 members 
Mstep: Class 20 contains 7852 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 16422 members 
Mstep: Class 24 contains 34901 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28135 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 16001 members 
Mstep: Class 29 contains 15033 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 5686 members 
Mstep: Class 33 contains 30857 members 
Mstep: Class 34 contains 12757 members 
Mstep: Class 35 contains 11103 members 
Mstep: Class 36 contains 31497 members 
Mstep: Class 37 contains 29383 members 
Mstep: Class 38 contains 17549 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 10350 members 
Mstep: Class 41 contains 6780 members 
Mstep: Class 42 contains 6234 members 
Mstep: Class 43 contains 55856 members 
Mstep: Class 44 contains 38387 members 
Mstep: Class 45 contains 5814 members 
Mstep: Class 46 contains 84937 members 
Mstep: Class 47 contains 10092 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11155 members 
Mstep: Class 50 contains 20800 members 
Mstep: Class 51 contains 16759 members 
Mstep: Class 52 contains 3755 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7515 members 
Mstep: Class 55 contains 33918 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 47461 members 
Mstep: Class 59 contains 4105 members 
Mstep: Class 60 contains 13296 members 
Mstep: Class 61 contains 12767 members 
Mstep: Class 62 contains 2727 members 
Mstep: Class 63 contains 8338 members 
Mstep: Class 64 contains 9870 members 
Mstep: Class 65 contains 2509 members 
Mstep: Class 66 contains 7635 members 
Mstep: Class 67 contains 4866 members 
Mstep: Class 68 contains 6428 members 
Mstep: Class 69 contains 7825 members 
Mstep: Class 70 contains 4448 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4679 members 
Mstep: Class 74 contains 948 members 
Mstep: Class 75 contains 17455 members 
Mstep: Class 76 contains 20093 members 
Mstep: Class 77 contains 2445 members 
Mstep: Class 78 contains 5038 members 
Mstep: Class 79 contains 47680 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2261 members 
Mstep: Class 83 contains 13073 members 
Mstep: Class 84 contains 1854 members 
Mstep: Class 85 contains 5663 members 
Mstep: Class 86 contains 6151 members 
Mstep: Class 87 contains 5512 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5188 members 
Mstep: Class 90 contains 8257 members 
Mstep: Class 91 contains 4136 members 
Mstep: Class 92 contains 5264 members 
Mstep: Class 93 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260400.000000 Penalty: 334157.312500
Iteration 143Q: 94 clusters Score -2.122604e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 31370 members 
Mstep: Class 4 contains 11793 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 64052 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 76332 members 
Mstep: Class 9 contains 248395 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 174006 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 127343 members 
Mstep: Class 15 contains 35776 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 10141 members 
Mstep: Class 18 contains 7002 members 
Mstep: Class 19 contains 62775 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 12674 members 
Mstep: Class 23 contains 16431 members 
Mstep: Class 24 contains 34859 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 28133 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 15995 members 
Mstep: Class 29 contains 15032 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 2907 members 
Mstep: Class 32 contains 5686 members 
Mstep: Class 33 contains 30826 members 
Mstep: Class 34 contains 12753 members 
Mstep: Class 35 contains 11097 members 
Mstep: Class 36 contains 31507 members 
Mstep: Class 37 contains 29368 members 
Mstep: Class 38 contains 17460 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 6783 members 
Mstep: Class 42 contains 6283 members 
Mstep: Class 43 contains 55829 members 
Mstep: Class 44 contains 38383 members 
Mstep: Class 45 contains 5816 members 
Mstep: Class 46 contains 84943 members 
Mstep: Class 47 contains 10088 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11181 members 
Mstep: Class 50 contains 20804 members 
Mstep: Class 51 contains 16750 members 
Mstep: Class 52 contains 3769 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7506 members 
Mstep: Class 55 contains 33934 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3829 members 
Mstep: Class 58 contains 47460 members 
Mstep: Class 59 contains 4097 members 
Mstep: Class 60 contains 13208 members 
Mstep: Class 61 contains 12755 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 8344 members 
Mstep: Class 64 contains 9872 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7624 members 
Mstep: Class 67 contains 4864 members 
Mstep: Class 68 contains 6422 members 
Mstep: Class 69 contains 7812 members 
Mstep: Class 70 contains 4467 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4691 members 
Mstep: Class 74 contains 947 members 
Mstep: Class 75 contains 17465 members 
Mstep: Class 76 contains 20134 members 
Mstep: Class 77 contains 2442 members 
Mstep: Class 78 contains 5048 members 
Mstep: Class 79 contains 47547 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2263 members 
Mstep: Class 83 contains 13077 members 
Mstep: Class 84 contains 1857 members 
Mstep: Class 85 contains 5711 members 
Mstep: Class 86 contains 6242 members 
Mstep: Class 87 contains 5500 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5191 members 
Mstep: Class 90 contains 8274 members 
Mstep: Class 91 contains 4090 members 
Mstep: Class 92 contains 5274 members 
Mstep: Class 93 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260416.000000 Penalty: 334157.312500
Iteration 144Q: 94 clusters Score -2.122604e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146212 members 
Mstep: Class 2 contains 10027 members 
Mstep: Class 3 contains 31344 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 64039 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 76464 members 
Mstep: Class 9 contains 248366 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 173952 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 127343 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 7098 members 
Mstep: Class 19 contains 62779 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12671 members 
Mstep: Class 23 contains 16442 members 
Mstep: Class 24 contains 34821 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28133 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 15036 members 
Mstep: Class 30 contains 3224 members 
Mstep: Class 31 contains 2887 members 
Mstep: Class 32 contains 5691 members 
Mstep: Class 33 contains 30817 members 
Mstep: Class 34 contains 12747 members 
Mstep: Class 35 contains 11096 members 
Mstep: Class 36 contains 31524 members 
Mstep: Class 37 contains 29355 members 
Mstep: Class 38 contains 17380 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 6789 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 55808 members 
Mstep: Class 44 contains 38382 members 
Mstep: Class 45 contains 5826 members 
Mstep: Class 46 contains 84949 members 
Mstep: Class 47 contains 10092 members 
Mstep: Class 48 contains 1276 members 
Mstep: Class 49 contains 11196 members 
Mstep: Class 50 contains 20808 members 
Mstep: Class 51 contains 16742 members 
Mstep: Class 52 contains 3783 members 
Mstep: Class 53 contains 8579 members 
Mstep: Class 54 contains 7498 members 
Mstep: Class 55 contains 33955 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3837 members 
Mstep: Class 58 contains 47461 members 
Mstep: Class 59 contains 4094 members 
Mstep: Class 60 contains 13153 members 
Mstep: Class 61 contains 12748 members 
Mstep: Class 62 contains 2751 members 
Mstep: Class 63 contains 8348 members 
Mstep: Class 64 contains 9866 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7610 members 
Mstep: Class 67 contains 4862 members 
Mstep: Class 68 contains 6421 members 
Mstep: Class 69 contains 7792 members 
Mstep: Class 70 contains 4483 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4704 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17471 members 
Mstep: Class 76 contains 20166 members 
Mstep: Class 77 contains 2431 members 
Mstep: Class 78 contains 5056 members 
Mstep: Class 79 contains 47428 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2264 members 
Mstep: Class 83 contains 13090 members 
Mstep: Class 84 contains 1860 members 
Mstep: Class 85 contains 5761 members 
Mstep: Class 86 contains 6313 members 
Mstep: Class 87 contains 5485 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5193 members 
Mstep: Class 90 contains 8294 members 
Mstep: Class 91 contains 4051 members 
Mstep: Class 92 contains 5283 members 
Mstep: Class 93 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260320.000000 Penalty: 334157.312500
Iteration 145Q: 94 clusters Score -2.122603e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146217 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 31329 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 14163 members 
Mstep: Class 6 contains 64028 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 76587 members 
Mstep: Class 9 contains 248346 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 173897 members 
Mstep: Class 13 contains 5324 members 
Mstep: Class 14 contains 127358 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 10148 members 
Mstep: Class 18 contains 7163 members 
Mstep: Class 19 contains 62777 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12668 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28130 members 
Mstep: Class 27 contains 2736 members 
Mstep: Class 28 contains 15987 members 
Mstep: Class 29 contains 15034 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2881 members 
Mstep: Class 32 contains 5689 members 
Mstep: Class 33 contains 30806 members 
Mstep: Class 34 contains 12746 members 
Mstep: Class 35 contains 11096 members 
Mstep: Class 36 contains 31547 members 
Mstep: Class 37 contains 29349 members 
Mstep: Class 38 contains 17322 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 6793 members 
Mstep: Class 42 contains 6334 members 
Mstep: Class 43 contains 55787 members 
Mstep: Class 44 contains 38380 members 
Mstep: Class 45 contains 5830 members 
Mstep: Class 46 contains 84944 members 
Mstep: Class 47 contains 10094 members 
Mstep: Class 48 contains 1276 members 
Mstep: Class 49 contains 11216 members 
Mstep: Class 50 contains 20812 members 
Mstep: Class 51 contains 16740 members 
Mstep: Class 52 contains 3794 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7492 members 
Mstep: Class 55 contains 33960 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3842 members 
Mstep: Class 58 contains 47471 members 
Mstep: Class 59 contains 4093 members 
Mstep: Class 60 contains 13089 members 
Mstep: Class 61 contains 12744 members 
Mstep: Class 62 contains 2766 members 
Mstep: Class 63 contains 8350 members 
Mstep: Class 64 contains 9852 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7604 members 
Mstep: Class 67 contains 4862 members 
Mstep: Class 68 contains 6417 members 
Mstep: Class 69 contains 7774 members 
Mstep: Class 70 contains 4495 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4709 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17479 members 
Mstep: Class 76 contains 20187 members 
Mstep: Class 77 contains 2424 members 
Mstep: Class 78 contains 5092 members 
Mstep: Class 79 contains 47336 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2270 members 
Mstep: Class 83 contains 13092 members 
Mstep: Class 84 contains 1862 members 
Mstep: Class 85 contains 5804 members 
Mstep: Class 86 contains 6364 members 
Mstep: Class 87 contains 5473 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5196 members 
Mstep: Class 90 contains 8317 members 
Mstep: Class 91 contains 4007 members 
Mstep: Class 92 contains 5291 members 
Mstep: Class 93 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260672.000000 Penalty: 334157.312500
Iteration 146Q: 94 clusters Score -2.122607e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 31311 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 5 contains 14161 members 
Mstep: Class 6 contains 64016 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 76699 members 
Mstep: Class 9 contains 248335 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 173841 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 127369 members 
Mstep: Class 15 contains 35764 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 7231 members 
Mstep: Class 19 contains 62781 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12664 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 34742 members 
Mstep: Class 25 contains 5499 members 
Mstep: Class 26 contains 28129 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 15986 members 
Mstep: Class 29 contains 15032 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 5687 members 
Mstep: Class 33 contains 30801 members 
Mstep: Class 34 contains 12743 members 
Mstep: Class 35 contains 11091 members 
Mstep: Class 36 contains 31569 members 
Mstep: Class 37 contains 29346 members 
Mstep: Class 38 contains 17289 members 
Mstep: Class 39 contains 1348 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 6802 members 
Mstep: Class 42 contains 6337 members 
Mstep: Class 43 contains 55759 members 
Mstep: Class 44 contains 38385 members 
Mstep: Class 45 contains 5834 members 
Mstep: Class 46 contains 84940 members 
Mstep: Class 47 contains 10097 members 
Mstep: Class 48 contains 1276 members 
Mstep: Class 49 contains 11236 members 
Mstep: Class 50 contains 20811 members 
Mstep: Class 51 contains 16728 members 
Mstep: Class 52 contains 3799 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7485 members 
Mstep: Class 55 contains 33962 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3838 members 
Mstep: Class 58 contains 47475 members 
Mstep: Class 59 contains 4085 members 
Mstep: Class 60 contains 13031 members 
Mstep: Class 61 contains 12744 members 
Mstep: Class 62 contains 2782 members 
Mstep: Class 63 contains 8351 members 
Mstep: Class 64 contains 9846 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7596 members 
Mstep: Class 67 contains 4861 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 7771 members 
Mstep: Class 70 contains 4506 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4723 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17485 members 
Mstep: Class 76 contains 20202 members 
Mstep: Class 77 contains 2413 members 
Mstep: Class 78 contains 5121 members 
Mstep: Class 79 contains 47255 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2271 members 
Mstep: Class 83 contains 13095 members 
Mstep: Class 84 contains 1858 members 
Mstep: Class 85 contains 5841 members 
Mstep: Class 86 contains 6403 members 
Mstep: Class 87 contains 5466 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5204 members 
Mstep: Class 90 contains 8343 members 
Mstep: Class 91 contains 3971 members 
Mstep: Class 92 contains 5301 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261056.000000 Penalty: 334157.312500
Iteration 147Q: 94 clusters Score -2.122611e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 9937 members 
Mstep: Class 3 contains 31290 members 
Mstep: Class 4 contains 11857 members 
Mstep: Class 5 contains 14156 members 
Mstep: Class 6 contains 64004 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 76792 members 
Mstep: Class 9 contains 248322 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 173791 members 
Mstep: Class 13 contains 5333 members 
Mstep: Class 14 contains 127380 members 
Mstep: Class 15 contains 35771 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 10146 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 19 contains 62791 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12656 members 
Mstep: Class 23 contains 16472 members 
Mstep: Class 24 contains 34714 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28126 members 
Mstep: Class 27 contains 2759 members 
Mstep: Class 28 contains 15982 members 
Mstep: Class 29 contains 15020 members 
Mstep: Class 30 contains 3222 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 5689 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 12737 members 
Mstep: Class 35 contains 11093 members 
Mstep: Class 36 contains 31605 members 
Mstep: Class 37 contains 29340 members 
Mstep: Class 38 contains 17262 members 
Mstep: Class 39 contains 1348 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 6811 members 
Mstep: Class 42 contains 6343 members 
Mstep: Class 43 contains 55729 members 
Mstep: Class 44 contains 38383 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 84943 members 
Mstep: Class 47 contains 10095 members 
Mstep: Class 48 contains 1276 members 
Mstep: Class 49 contains 11260 members 
Mstep: Class 50 contains 20813 members 
Mstep: Class 51 contains 16710 members 
Mstep: Class 52 contains 3805 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7473 members 
Mstep: Class 55 contains 33967 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3833 members 
Mstep: Class 58 contains 47475 members 
Mstep: Class 59 contains 4086 members 
Mstep: Class 60 contains 12978 members 
Mstep: Class 61 contains 12744 members 
Mstep: Class 62 contains 2791 members 
Mstep: Class 63 contains 8356 members 
Mstep: Class 64 contains 9840 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7601 members 
Mstep: Class 67 contains 4860 members 
Mstep: Class 68 contains 6401 members 
Mstep: Class 69 contains 7763 members 
Mstep: Class 70 contains 4510 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4729 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17488 members 
Mstep: Class 76 contains 20225 members 
Mstep: Class 77 contains 2415 members 
Mstep: Class 78 contains 5149 members 
Mstep: Class 79 contains 47183 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2270 members 
Mstep: Class 83 contains 13105 members 
Mstep: Class 84 contains 1859 members 
Mstep: Class 85 contains 5872 members 
Mstep: Class 86 contains 6436 members 
Mstep: Class 87 contains 5461 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5212 members 
Mstep: Class 90 contains 8361 members 
Mstep: Class 91 contains 3944 members 
Mstep: Class 92 contains 5313 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261184.000000 Penalty: 334157.312500
Iteration 148Q: 94 clusters Score -2.122612e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 3 contains 31273 members 
Mstep: Class 4 contains 11869 members 
Mstep: Class 5 contains 14148 members 
Mstep: Class 6 contains 63994 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 76875 members 
Mstep: Class 9 contains 248312 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 173744 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 127385 members 
Mstep: Class 15 contains 35764 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 10144 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 62797 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12654 members 
Mstep: Class 23 contains 16479 members 
Mstep: Class 24 contains 34699 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28127 members 
Mstep: Class 27 contains 2768 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 15007 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 2842 members 
Mstep: Class 32 contains 5690 members 
Mstep: Class 33 contains 30798 members 
Mstep: Class 34 contains 12731 members 
Mstep: Class 35 contains 11099 members 
Mstep: Class 36 contains 31634 members 
Mstep: Class 37 contains 29334 members 
Mstep: Class 38 contains 17244 members 
Mstep: Class 39 contains 1349 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 6819 members 
Mstep: Class 42 contains 6349 members 
Mstep: Class 43 contains 55717 members 
Mstep: Class 44 contains 38382 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 84952 members 
Mstep: Class 47 contains 10096 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11281 members 
Mstep: Class 50 contains 20816 members 
Mstep: Class 51 contains 16701 members 
Mstep: Class 52 contains 3808 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7468 members 
Mstep: Class 55 contains 33970 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3828 members 
Mstep: Class 58 contains 47474 members 
Mstep: Class 59 contains 4089 members 
Mstep: Class 60 contains 12935 members 
Mstep: Class 61 contains 12741 members 
Mstep: Class 62 contains 2800 members 
Mstep: Class 63 contains 8361 members 
Mstep: Class 64 contains 9825 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7603 members 
Mstep: Class 67 contains 4859 members 
Mstep: Class 68 contains 6398 members 
Mstep: Class 69 contains 7754 members 
Mstep: Class 70 contains 4516 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4747 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17492 members 
Mstep: Class 76 contains 20245 members 
Mstep: Class 77 contains 2401 members 
Mstep: Class 78 contains 5159 members 
Mstep: Class 79 contains 47107 members 
Mstep: Class 80 contains 1648 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2271 members 
Mstep: Class 83 contains 13115 members 
Mstep: Class 84 contains 1863 members 
Mstep: Class 85 contains 5895 members 
Mstep: Class 86 contains 6457 members 
Mstep: Class 87 contains 5457 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5218 members 
Mstep: Class 90 contains 8379 members 
Mstep: Class 91 contains 3926 members 
Mstep: Class 92 contains 5325 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261376.000000 Penalty: 334157.312500
Iteration 149Q: 94 clusters Score -2.122614e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146186 members 
Mstep: Class 2 contains 9900 members 
Mstep: Class 3 contains 31264 members 
Mstep: Class 4 contains 11867 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 63972 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 76973 members 
Mstep: Class 9 contains 248296 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 173713 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 127399 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 62798 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 16485 members 
Mstep: Class 24 contains 34666 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28129 members 
Mstep: Class 27 contains 2782 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 15000 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 5695 members 
Mstep: Class 33 contains 30799 members 
Mstep: Class 34 contains 12726 members 
Mstep: Class 35 contains 11099 members 
Mstep: Class 36 contains 31652 members 
Mstep: Class 37 contains 29327 members 
Mstep: Class 38 contains 17230 members 
Mstep: Class 39 contains 1350 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 6829 members 
Mstep: Class 42 contains 6349 members 
Mstep: Class 43 contains 55689 members 
Mstep: Class 44 contains 38383 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 84952 members 
Mstep: Class 47 contains 10096 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11293 members 
Mstep: Class 50 contains 20817 members 
Mstep: Class 51 contains 16696 members 
Mstep: Class 52 contains 3813 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7466 members 
Mstep: Class 55 contains 33976 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 47475 members 
Mstep: Class 59 contains 4093 members 
Mstep: Class 60 contains 12897 members 
Mstep: Class 61 contains 12740 members 
Mstep: Class 62 contains 2820 members 
Mstep: Class 63 contains 8365 members 
Mstep: Class 64 contains 9815 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7600 members 
Mstep: Class 67 contains 4859 members 
Mstep: Class 68 contains 6393 members 
Mstep: Class 69 contains 7739 members 
Mstep: Class 70 contains 4524 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4763 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17494 members 
Mstep: Class 76 contains 20270 members 
Mstep: Class 77 contains 2384 members 
Mstep: Class 78 contains 5178 members 
Mstep: Class 79 contains 47031 members 
Mstep: Class 80 contains 1649 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2273 members 
Mstep: Class 83 contains 13123 members 
Mstep: Class 84 contains 1860 members 
Mstep: Class 85 contains 5917 members 
Mstep: Class 86 contains 6477 members 
Mstep: Class 87 contains 5452 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5231 members 
Mstep: Class 90 contains 8397 members 
Mstep: Class 91 contains 3905 members 
Mstep: Class 92 contains 5334 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212260992.000000 Penalty: 334157.312500
Iteration 150Q: 94 clusters Score -2.12261e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146190 members 
Mstep: Class 2 contains 9884 members 
Mstep: Class 3 contains 31254 members 
Mstep: Class 4 contains 11867 members 
Mstep: Class 5 contains 14136 members 
Mstep: Class 6 contains 63961 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 77073 members 
Mstep: Class 9 contains 248282 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 173670 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 127410 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 10150 members 
Mstep: Class 18 contains 7389 members 
Mstep: Class 19 contains 62799 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12648 members 
Mstep: Class 23 contains 16485 members 
Mstep: Class 24 contains 34626 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28125 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 14995 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 5699 members 
Mstep: Class 33 contains 30807 members 
Mstep: Class 34 contains 12721 members 
Mstep: Class 35 contains 11101 members 
Mstep: Class 36 contains 31673 members 
Mstep: Class 37 contains 29319 members 
Mstep: Class 38 contains 17220 members 
Mstep: Class 39 contains 1350 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6835 members 
Mstep: Class 42 contains 6353 members 
Mstep: Class 43 contains 55665 members 
Mstep: Class 44 contains 38379 members 
Mstep: Class 45 contains 5837 members 
Mstep: Class 46 contains 84949 members 
Mstep: Class 47 contains 10091 members 
Mstep: Class 48 contains 1283 members 
Mstep: Class 49 contains 11308 members 
Mstep: Class 50 contains 20818 members 
Mstep: Class 51 contains 16688 members 
Mstep: Class 52 contains 3814 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7463 members 
Mstep: Class 55 contains 33984 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3819 members 
Mstep: Class 58 contains 47474 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12845 members 
Mstep: Class 61 contains 12738 members 
Mstep: Class 62 contains 2841 members 
Mstep: Class 63 contains 8372 members 
Mstep: Class 64 contains 9817 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7602 members 
Mstep: Class 67 contains 4859 members 
Mstep: Class 68 contains 6390 members 
Mstep: Class 69 contains 7730 members 
Mstep: Class 70 contains 4528 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7209 members 
Mstep: Class 73 contains 4771 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17498 members 
Mstep: Class 76 contains 20297 members 
Mstep: Class 77 contains 2370 members 
Mstep: Class 78 contains 5208 members 
Mstep: Class 79 contains 46957 members 
Mstep: Class 80 contains 1651 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13135 members 
Mstep: Class 84 contains 1857 members 
Mstep: Class 85 contains 5928 members 
Mstep: Class 86 contains 6493 members 
Mstep: Class 87 contains 5451 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5239 members 
Mstep: Class 90 contains 8409 members 
Mstep: Class 91 contains 3884 members 
Mstep: Class 92 contains 5338 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261248.000000 Penalty: 334157.312500
Iteration 151Q: 94 clusters Score -2.122612e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 31247 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 14129 members 
Mstep: Class 6 contains 63948 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 77177 members 
Mstep: Class 9 contains 248272 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 173630 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 127417 members 
Mstep: Class 15 contains 35759 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 10153 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 62798 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12646 members 
Mstep: Class 23 contains 16487 members 
Mstep: Class 24 contains 34605 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28122 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 15967 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30807 members 
Mstep: Class 34 contains 12714 members 
Mstep: Class 35 contains 11098 members 
Mstep: Class 36 contains 31701 members 
Mstep: Class 37 contains 29318 members 
Mstep: Class 38 contains 17206 members 
Mstep: Class 39 contains 1350 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 6355 members 
Mstep: Class 43 contains 55643 members 
Mstep: Class 44 contains 38380 members 
Mstep: Class 45 contains 5835 members 
Mstep: Class 46 contains 84944 members 
Mstep: Class 47 contains 10089 members 
Mstep: Class 48 contains 1284 members 
Mstep: Class 49 contains 11320 members 
Mstep: Class 50 contains 20822 members 
Mstep: Class 51 contains 16679 members 
Mstep: Class 52 contains 3812 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7447 members 
Mstep: Class 55 contains 33993 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3820 members 
Mstep: Class 58 contains 47476 members 
Mstep: Class 59 contains 4089 members 
Mstep: Class 60 contains 12792 members 
Mstep: Class 61 contains 12736 members 
Mstep: Class 62 contains 2861 members 
Mstep: Class 63 contains 8379 members 
Mstep: Class 64 contains 9817 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7602 members 
Mstep: Class 67 contains 4859 members 
Mstep: Class 68 contains 6386 members 
Mstep: Class 69 contains 7722 members 
Mstep: Class 70 contains 4536 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7210 members 
Mstep: Class 73 contains 4775 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17496 members 
Mstep: Class 76 contains 20323 members 
Mstep: Class 77 contains 2355 members 
Mstep: Class 78 contains 5231 members 
Mstep: Class 79 contains 46888 members 
Mstep: Class 80 contains 1653 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2274 members 
Mstep: Class 83 contains 13148 members 
Mstep: Class 84 contains 1853 members 
Mstep: Class 85 contains 5943 members 
Mstep: Class 86 contains 6510 members 
Mstep: Class 87 contains 5451 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5247 members 
Mstep: Class 90 contains 8421 members 
Mstep: Class 91 contains 3861 members 
Mstep: Class 92 contains 5340 members 
Mstep: Class 93 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261280.000000 Penalty: 334157.312500
Iteration 152Q: 94 clusters Score -2.122613e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146170 members 
Mstep: Class 2 contains 9850 members 
Mstep: Class 3 contains 31241 members 
Mstep: Class 4 contains 11890 members 
Mstep: Class 5 contains 14121 members 
Mstep: Class 6 contains 63932 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 77246 members 
Mstep: Class 9 contains 248257 members 
Mstep: Class 10 contains 10007 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 173618 members 
Mstep: Class 13 contains 5352 members 
Mstep: Class 14 contains 127435 members 
Mstep: Class 15 contains 35753 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 62793 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12645 members 
Mstep: Class 23 contains 16486 members 
Mstep: Class 24 contains 34572 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28112 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 14986 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5694 members 
Mstep: Class 33 contains 30809 members 
Mstep: Class 34 contains 12712 members 
Mstep: Class 35 contains 11094 members 
Mstep: Class 36 contains 31738 members 
Mstep: Class 37 contains 29313 members 
Mstep: Class 38 contains 17200 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6359 members 
Mstep: Class 43 contains 55631 members 
Mstep: Class 44 contains 38371 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 84945 members 
Mstep: Class 47 contains 10084 members 
Mstep: Class 48 contains 1284 members 
Mstep: Class 49 contains 11340 members 
Mstep: Class 50 contains 20827 members 
Mstep: Class 51 contains 16668 members 
Mstep: Class 52 contains 3812 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7436 members 
Mstep: Class 55 contains 33995 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3818 members 
Mstep: Class 58 contains 47480 members 
Mstep: Class 59 contains 4089 members 
Mstep: Class 60 contains 12751 members 
Mstep: Class 61 contains 12735 members 
Mstep: Class 62 contains 2880 members 
Mstep: Class 63 contains 8390 members 
Mstep: Class 64 contains 9813 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7594 members 
Mstep: Class 67 contains 4858 members 
Mstep: Class 68 contains 6387 members 
Mstep: Class 69 contains 7722 members 
Mstep: Class 70 contains 4547 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7209 members 
Mstep: Class 73 contains 4781 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17499 members 
Mstep: Class 76 contains 20342 members 
Mstep: Class 77 contains 2345 members 
Mstep: Class 78 contains 5256 members 
Mstep: Class 79 contains 46823 members 
Mstep: Class 80 contains 1655 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13157 members 
Mstep: Class 84 contains 1853 members 
Mstep: Class 85 contains 5953 members 
Mstep: Class 86 contains 6523 members 
Mstep: Class 87 contains 5448 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5254 members 
Mstep: Class 90 contains 8418 members 
Mstep: Class 91 contains 3853 members 
Mstep: Class 92 contains 5344 members 
Mstep: Class 93 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261488.000000 Penalty: 334157.312500
Iteration 153Q: 94 clusters Score -2.122615e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 31236 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 63928 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 77296 members 
Mstep: Class 9 contains 248245 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 173602 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 127445 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 7486 members 
Mstep: Class 19 contains 62788 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12641 members 
Mstep: Class 23 contains 16487 members 
Mstep: Class 24 contains 34545 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28111 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 14980 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 2812 members 
Mstep: Class 32 contains 5694 members 
Mstep: Class 33 contains 30818 members 
Mstep: Class 34 contains 12710 members 
Mstep: Class 35 contains 11082 members 
Mstep: Class 36 contains 31781 members 
Mstep: Class 37 contains 29308 members 
Mstep: Class 38 contains 17193 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6361 members 
Mstep: Class 43 contains 55613 members 
Mstep: Class 44 contains 38366 members 
Mstep: Class 45 contains 5835 members 
Mstep: Class 46 contains 84952 members 
Mstep: Class 47 contains 10080 members 
Mstep: Class 48 contains 1284 members 
Mstep: Class 49 contains 11346 members 
Mstep: Class 50 contains 20830 members 
Mstep: Class 51 contains 16662 members 
Mstep: Class 52 contains 3811 members 
Mstep: Class 53 contains 8580 members 
Mstep: Class 54 contains 7428 members 
Mstep: Class 55 contains 33997 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 47483 members 
Mstep: Class 59 contains 4093 members 
Mstep: Class 60 contains 12716 members 
Mstep: Class 61 contains 12735 members 
Mstep: Class 62 contains 2905 members 
Mstep: Class 63 contains 8402 members 
Mstep: Class 64 contains 9809 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 7592 members 
Mstep: Class 67 contains 4857 members 
Mstep: Class 68 contains 6384 members 
Mstep: Class 69 contains 7711 members 
Mstep: Class 70 contains 4559 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7209 members 
Mstep: Class 73 contains 4783 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17502 members 
Mstep: Class 76 contains 20368 members 
Mstep: Class 77 contains 2343 members 
Mstep: Class 78 contains 5275 members 
Mstep: Class 79 contains 46769 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2276 members 
Mstep: Class 83 contains 13162 members 
Mstep: Class 84 contains 1851 members 
Mstep: Class 85 contains 5972 members 
Mstep: Class 86 contains 6531 members 
Mstep: Class 87 contains 5448 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5260 members 
Mstep: Class 90 contains 8419 members 
Mstep: Class 91 contains 3839 members 
Mstep: Class 92 contains 5351 members 
Mstep: Class 93 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261680.000000 Penalty: 334157.312500
Iteration 154Q: 94 clusters Score -2.122617e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146149 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 31236 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 14104 members 
Mstep: Class 6 contains 63924 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 77347 members 
Mstep: Class 9 contains 248232 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 173589 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 127456 members 
Mstep: Class 15 contains 35755 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 7517 members 
Mstep: Class 19 contains 62788 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12642 members 
Mstep: Class 23 contains 16487 members 
Mstep: Class 24 contains 34522 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 28110 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 14978 members 
Mstep: Class 30 contains 3216 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30815 members 
Mstep: Class 34 contains 12708 members 
Mstep: Class 35 contains 11084 members 
Mstep: Class 36 contains 31804 members 
Mstep: Class 37 contains 29303 members 
Mstep: Class 38 contains 17183 members 
Mstep: Class 39 contains 1355 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6363 members 
Mstep: Class 43 contains 55591 members 
Mstep: Class 44 contains 38356 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 84954 members 
Mstep: Class 47 contains 10077 members 
Mstep: Class 48 contains 1284 members 
Mstep: Class 49 contains 11349 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 16656 members 
Mstep: Class 52 contains 3813 members 
Mstep: Class 53 contains 8578 members 
Mstep: Class 54 contains 7424 members 
Mstep: Class 55 contains 33997 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3826 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4093 members 
Mstep: Class 60 contains 12686 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 2938 members 
Mstep: Class 63 contains 8412 members 
Mstep: Class 64 contains 9802 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7593 members 
Mstep: Class 67 contains 4855 members 
Mstep: Class 68 contains 6381 members 
Mstep: Class 69 contains 7708 members 
Mstep: Class 70 contains 4573 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4779 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17508 members 
Mstep: Class 76 contains 20392 members 
Mstep: Class 77 contains 2352 members 
Mstep: Class 78 contains 5283 members 
Mstep: Class 79 contains 46723 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2277 members 
Mstep: Class 83 contains 13161 members 
Mstep: Class 84 contains 1847 members 
Mstep: Class 85 contains 5991 members 
Mstep: Class 86 contains 6549 members 
Mstep: Class 87 contains 5447 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5264 members 
Mstep: Class 90 contains 8414 members 
Mstep: Class 91 contains 3826 members 
Mstep: Class 92 contains 5358 members 
Mstep: Class 93 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212261808.000000 Penalty: 334157.312500
Iteration 155Q: 94 clusters Score -2.122618e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146141 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 31232 members 
Mstep: Class 4 contains 11916 members 
Mstep: Class 5 contains 14096 members 
Mstep: Class 6 contains 63916 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 77405 members 
Mstep: Class 9 contains 248221 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 3614 members 
Mstep: Class 12 contains 173560 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 127459 members 
Mstep: Class 15 contains 35752 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 62787 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12639 members 
Mstep: Class 23 contains 16487 members 
Mstep: Class 24 contains 34507 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 28107 members 
Mstep: Class 27 contains 2840 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 14973 members 
Mstep: Class 30 contains 3216 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 5698 members 
Mstep: Class 33 contains 30814 members 
Mstep: Class 34 contains 12704 members 
Mstep: Class 35 contains 11082 members 
Mstep: Class 36 contains 31822 members 
Mstep: Class 37 contains 29301 members 
Mstep: Class 38 contains 17175 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6368 members 
Mstep: Class 43 contains 55570 members 
Mstep: Class 44 contains 38351 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 84957 members 
Mstep: Class 47 contains 10079 members 
Mstep: Class 48 contains 1284 members 
Mstep: Class 49 contains 11363 members 
Mstep: Class 50 contains 20845 members 
Mstep: Class 51 contains 16654 members 
Mstep: Class 52 contains 3814 members 
Mstep: Class 53 contains 8575 members 
Mstep: Class 54 contains 7410 members 
Mstep: Class 55 contains 33999 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3835 members 
Mstep: Class 58 contains 47484 members 
Mstep: Class 59 contains 4093 members 
Mstep: Class 60 contains 12655 members 
Mstep: Class 61 contains 12741 members 
Mstep: Class 62 contains 2961 members 
Mstep: Class 63 contains 8423 members 
Mstep: Class 64 contains 9801 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7598 members 
Mstep: Class 67 contains 4854 members 
Mstep: Class 68 contains 6381 members 
Mstep: Class 69 contains 7707 members 
Mstep: Class 70 contains 4579 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7206 members 
Mstep: Class 73 contains 4783 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17512 members 
Mstep: Class 76 contains 20416 members 
Mstep: Class 77 contains 2348 members 
Mstep: Class 78 contains 5291 members 
Mstep: Class 79 contains 46682 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2277 members 
Mstep: Class 83 contains 13166 members 
Mstep: Class 84 contains 1843 members 
Mstep: Class 85 contains 6001 members 
Mstep: Class 86 contains 6560 members 
Mstep: Class 87 contains 5446 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5269 members 
Mstep: Class 90 contains 8416 members 
Mstep: Class 91 contains 3810 members 
Mstep: Class 92 contains 5362 members 
Mstep: Class 93 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212262208.000000 Penalty: 334157.312500
Iteration 156Q: 94 clusters Score -2.122622e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 31230 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 63910 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77459 members 
Mstep: Class 9 contains 248204 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 173530 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 127459 members 
Mstep: Class 15 contains 35750 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 10159 members 
Mstep: Class 18 contains 7556 members 
Mstep: Class 19 contains 62791 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12636 members 
Mstep: Class 23 contains 16488 members 
Mstep: Class 24 contains 34496 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 28102 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15969 members 
Mstep: Class 29 contains 14967 members 
Mstep: Class 30 contains 3214 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 5698 members 
Mstep: Class 33 contains 30819 members 
Mstep: Class 34 contains 12701 members 
Mstep: Class 35 contains 11085 members 
Mstep: Class 36 contains 31848 members 
Mstep: Class 37 contains 29301 members 
Mstep: Class 38 contains 17164 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6366 members 
Mstep: Class 43 contains 55548 members 
Mstep: Class 44 contains 38351 members 
Mstep: Class 45 contains 5844 members 
Mstep: Class 46 contains 84964 members 
Mstep: Class 47 contains 10069 members 
Mstep: Class 48 contains 1282 members 
Mstep: Class 49 contains 11371 members 
Mstep: Class 50 contains 20850 members 
Mstep: Class 51 contains 16644 members 
Mstep: Class 52 contains 3815 members 
Mstep: Class 53 contains 8574 members 
Mstep: Class 54 contains 7397 members 
Mstep: Class 55 contains 33998 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3838 members 
Mstep: Class 58 contains 47481 members 
Mstep: Class 59 contains 4091 members 
Mstep: Class 60 contains 12627 members 
Mstep: Class 61 contains 12746 members 
Mstep: Class 62 contains 2975 members 
Mstep: Class 63 contains 8427 members 
Mstep: Class 64 contains 9798 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7596 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6378 members 
Mstep: Class 69 contains 7704 members 
Mstep: Class 70 contains 4588 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7206 members 
Mstep: Class 73 contains 4788 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17516 members 
Mstep: Class 76 contains 20442 members 
Mstep: Class 77 contains 2338 members 
Mstep: Class 78 contains 5290 members 
Mstep: Class 79 contains 46639 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2276 members 
Mstep: Class 83 contains 13172 members 
Mstep: Class 84 contains 1841 members 
Mstep: Class 85 contains 6019 members 
Mstep: Class 86 contains 6569 members 
Mstep: Class 87 contains 5446 members 
Mstep: Class 88 contains 792 members 
Mstep: Class 89 contains 5277 members 
Mstep: Class 90 contains 8422 members 
Mstep: Class 91 contains 3802 members 
Mstep: Class 92 contains 5370 members 
Mstep: Class 93 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212262224.000000 Penalty: 334157.312500
Iteration 157Q: 94 clusters Score -2.122622e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146130 members 
Mstep: Class 2 contains 9803 members 
Mstep: Class 3 contains 31230 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 14089 members 
Mstep: Class 6 contains 63900 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77506 members 
Mstep: Class 9 contains 248200 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 173491 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 127469 members 
Mstep: Class 15 contains 35748 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10163 members 
Mstep: Class 18 contains 7573 members 
Mstep: Class 19 contains 62793 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12629 members 
Mstep: Class 23 contains 16492 members 
Mstep: Class 24 contains 34473 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 28097 members 
Mstep: Class 27 contains 2844 members 
Mstep: Class 28 contains 15968 members 
Mstep: Class 29 contains 14964 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30824 members 
Mstep: Class 34 contains 12699 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31865 members 
Mstep: Class 37 contains 29299 members 
Mstep: Class 38 contains 17159 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6369 members 
Mstep: Class 43 contains 55537 members 
Mstep: Class 44 contains 38351 members 
Mstep: Class 45 contains 5849 members 
Mstep: Class 46 contains 84967 members 
Mstep: Class 47 contains 10060 members 
Mstep: Class 48 contains 1283 members 
Mstep: Class 49 contains 11382 members 
Mstep: Class 50 contains 20854 members 
Mstep: Class 51 contains 16632 members 
Mstep: Class 52 contains 3816 members 
Mstep: Class 53 contains 8573 members 
Mstep: Class 54 contains 7386 members 
Mstep: Class 55 contains 33997 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47484 members 
Mstep: Class 59 contains 4093 members 
Mstep: Class 60 contains 12597 members 
Mstep: Class 61 contains 12744 members 
Mstep: Class 62 contains 3000 members 
Mstep: Class 63 contains 8432 members 
Mstep: Class 64 contains 9797 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7602 members 
Mstep: Class 67 contains 4851 members 
Mstep: Class 68 contains 6373 members 
Mstep: Class 69 contains 7699 members 
Mstep: Class 70 contains 4597 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4796 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17518 members 
Mstep: Class 76 contains 20474 members 
Mstep: Class 77 contains 2332 members 
Mstep: Class 78 contains 5299 members 
Mstep: Class 79 contains 46603 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13173 members 
Mstep: Class 84 contains 1837 members 
Mstep: Class 85 contains 6037 members 
Mstep: Class 86 contains 6573 members 
Mstep: Class 87 contains 5445 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5283 members 
Mstep: Class 90 contains 8427 members 
Mstep: Class 91 contains 3796 members 
Mstep: Class 92 contains 5373 members 
Mstep: Class 93 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212262480.000000 Penalty: 334157.312500
Iteration 158Q: 94 clusters Score -2.122625e+08 nChanged 632
Entering ConstructFrom: 
Score: -212262480.000000 Penalty: 334157.312500
Entering ConstructFrom: 
Trying to split cluster 1 (146128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Entering Unmasked Estep 
Score: -16828674.000000 Penalty: 2949.275146
	Iteration 0F: 2 clusters Score -1.682867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -16730416.000000 Penalty: 5898.550293
	Iteration 0F: 3 clusters Score -1.673042e+07 nChanged 69908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -16770792.000000 Penalty: 5898.550293
	Iteration 1F: 3 clusters Score -1.677079e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -16771795.000000 Penalty: 5898.550293
	Iteration 2Q: 3 clusters Score -1.67718e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -16773040.000000 Penalty: 5898.550293
	Iteration 3Q: 3 clusters Score -1.677304e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -16774825.000000 Penalty: 5898.550293
	Iteration 4Q: 3 clusters Score -1.677482e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -16777104.000000 Penalty: 5898.550293
	Iteration 5Q: 3 clusters Score -1.67771e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -16780626.000000 Penalty: 5898.550293
	Iteration 6F: 3 clusters Score -1.678063e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -16785990.000000 Penalty: 5898.550293
	Iteration 7F: 3 clusters Score -1.678599e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -16793806.000000 Penalty: 5898.550293
	Iteration 8F: 3 clusters Score -1.679381e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 122598 members 
Entering Unmasked Estep 
Score: -16804034.000000 Penalty: 5898.550293
	Iteration 9F: 3 clusters Score -1.680403e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -16814062.000000 Penalty: 5898.550293
	Iteration 10F: 3 clusters Score -1.681406e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 140331 members 
Entering Unmasked Estep 
Score: -16820948.000000 Penalty: 5898.550293
	Iteration 11Q: 3 clusters Score -1.682095e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 143784 members 
Entering Unmasked Estep 
Score: -16824100.000000 Penalty: 5898.550293
	Iteration 12Q: 3 clusters Score -1.68241e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 145129 members 
Entering Unmasked Estep 
Score: -16825234.000000 Penalty: 5898.550293
	Iteration 13Q: 3 clusters Score -1.682523e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -16825648.000000 Penalty: 5898.550293
	Iteration 14Q: 3 clusters Score -1.682565e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -16825856.000000 Penalty: 5898.550293
	Iteration 15Q: 3 clusters Score -1.682586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -16825952.000000 Penalty: 5898.550293
	Iteration 16Q: 3 clusters Score -1.682595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 145806 members 
Entering Unmasked Estep 
Score: -16825996.000000 Penalty: 5898.550293
	Iteration 17Q: 3 clusters Score -1.6826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -16826022.000000 Penalty: 5898.550293
	Iteration 18Q: 3 clusters Score -1.682602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -16826048.000000 Penalty: 5898.550293
	Iteration 19Q: 3 clusters Score -1.682605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 145838 members 
Entering Unmasked Estep 
Score: -16826056.000000 Penalty: 5898.550293
	Iteration 20F: 3 clusters Score -1.682606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -16826074.000000 Penalty: 5898.550293
	Iteration 21Q: 3 clusters Score -1.682607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -16826086.000000 Penalty: 5898.550293
	Iteration 22Q: 3 clusters Score -1.682609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -16826082.000000 Penalty: 5898.550293
	Iteration 23Q: 3 clusters Score -1.682608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -16826088.000000 Penalty: 5898.550293
	Iteration 24Q: 3 clusters Score -1.682609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -16826092.000000 Penalty: 5898.550293
	Iteration 25Q: 3 clusters Score -1.682609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -16826098.000000 Penalty: 5898.550293
	Iteration 26Q: 3 clusters Score -1.68261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145856 members 
Entering Unmasked Estep 
Score: -16826098.000000 Penalty: 5898.550293
	Iteration 27Q: 3 clusters Score -1.68261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -16826116.000000 Penalty: 5898.550293
	Iteration 28Q: 3 clusters Score -1.682612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -16826118.000000 Penalty: 5898.550293
	Iteration 29Q: 3 clusters Score -1.682612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -16826118.000000 Penalty: 5898.550293
	Iteration 30F: 3 clusters Score -1.682612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Entering Unmasked Estep 
Score: -1086065.875000 Penalty: 2279.128906
	Iteration 0F: 2 clusters Score -1086066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1078501.250000 Penalty: 4558.257812
	Iteration 0F: 3 clusters Score -1078501 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1080783.125000 Penalty: 4558.257812
	Iteration 1F: 3 clusters Score -1080783 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1081260.125000 Penalty: 4558.257812
	Iteration 2F: 3 clusters Score -1081260 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1081748.625000 Penalty: 4558.257812
	Iteration 3F: 3 clusters Score -1081749 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1082226.625000 Penalty: 4558.257812
	Iteration 4F: 3 clusters Score -1082227 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1082653.250000 Penalty: 4558.257812
	Iteration 5F: 3 clusters Score -1082653 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1083025.875000 Penalty: 4558.257812
	Iteration 6F: 3 clusters Score -1083026 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1083305.750000 Penalty: 4558.257812
	Iteration 7Q: 3 clusters Score -1083306 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1083510.875000 Penalty: 4558.257812
	Iteration 8Q: 3 clusters Score -1083511 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1083649.125000 Penalty: 4558.257812
	Iteration 9Q: 3 clusters Score -1083649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1083738.250000 Penalty: 4558.257812
	Iteration 10Q: 3 clusters Score -1083738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1083804.125000 Penalty: 4558.257812
	Iteration 11Q: 3 clusters Score -1083804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1083860.625000 Penalty: 4558.257812
	Iteration 12Q: 3 clusters Score -1083861 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1083901.875000 Penalty: 4558.257812
	Iteration 13Q: 3 clusters Score -1083902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1083935.000000 Penalty: 4558.257812
	Iteration 14Q: 3 clusters Score -1083935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1083955.250000 Penalty: 4558.257812
	Iteration 15Q: 3 clusters Score -1083955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1083979.125000 Penalty: 4558.257812
	Iteration 16Q: 3 clusters Score -1083979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1083998.500000 Penalty: 4558.257812
	Iteration 17Q: 3 clusters Score -1083998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1084007.875000 Penalty: 4558.257812
	Iteration 18Q: 3 clusters Score -1084008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1084020.625000 Penalty: 4558.257812
	Iteration 19Q: 3 clusters Score -1084021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1084031.625000 Penalty: 4558.257812
	Iteration 20F: 3 clusters Score -1084032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1084042.625000 Penalty: 4558.257812
	Iteration 21Q: 3 clusters Score -1084043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1084050.500000 Penalty: 4558.257812
	Iteration 22Q: 3 clusters Score -1084050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1084061.250000 Penalty: 4558.257812
	Iteration 23Q: 3 clusters Score -1084061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1084070.250000 Penalty: 4558.257812
	Iteration 24Q: 3 clusters Score -1084070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1084076.625000 Penalty: 4558.257812
	Iteration 25Q: 3 clusters Score -1084077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1084087.750000 Penalty: 4558.257812
	Iteration 26Q: 3 clusters Score -1084088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1084091.875000 Penalty: 4558.257812
	Iteration 27Q: 3 clusters Score -1084092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1084099.500000 Penalty: 4558.257812
	Iteration 28Q: 3 clusters Score -1084100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1084104.500000 Penalty: 4558.257812
	Iteration 29Q: 3 clusters Score -1084104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1084109.375000 Penalty: 4558.257812
	Iteration 30Q: 3 clusters Score -1084109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1084111.875000 Penalty: 4558.257812
	Iteration 31Q: 3 clusters Score -1084112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1084117.250000 Penalty: 4558.257812
	Iteration 32Q: 3 clusters Score -1084117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1084116.875000 Penalty: 4558.257812
	Iteration 33Q: 3 clusters Score -1084117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1084123.750000 Penalty: 4558.257812
	Iteration 34Q: 3 clusters Score -1084124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1084130.250000 Penalty: 4558.257812
	Iteration 35Q: 3 clusters Score -1084130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1084132.000000 Penalty: 4558.257812
	Iteration 36Q: 3 clusters Score -1084132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1084137.375000 Penalty: 4558.257812
	Iteration 37Q: 3 clusters Score -1084137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1084141.000000 Penalty: 4558.257812
	Iteration 38Q: 3 clusters Score -1084141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1084145.000000 Penalty: 4558.257812
	Iteration 39Q: 3 clusters Score -1084145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1084152.375000 Penalty: 4558.257812
	Iteration 40F: 3 clusters Score -1084152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1084157.750000 Penalty: 4558.257812
	Iteration 41Q: 3 clusters Score -1084158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1084162.125000 Penalty: 4558.257812
	Iteration 42Q: 3 clusters Score -1084162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1084168.875000 Penalty: 4558.257812
	Iteration 43Q: 3 clusters Score -1084169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1084170.625000 Penalty: 4558.257812
	Iteration 44Q: 3 clusters Score -1084171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1084174.750000 Penalty: 4558.257812
	Iteration 45Q: 3 clusters Score -1084175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1084180.750000 Penalty: 4558.257812
	Iteration 46Q: 3 clusters Score -1084181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1084185.375000 Penalty: 4558.257812
	Iteration 47Q: 3 clusters Score -1084185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1084187.000000 Penalty: 4558.257812
	Iteration 48Q: 3 clusters Score -1084187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1084194.250000 Penalty: 4558.257812
	Iteration 49Q: 3 clusters Score -1084194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1084196.500000 Penalty: 4558.257812
	Iteration 50Q: 3 clusters Score -1084196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1084201.625000 Penalty: 4558.257812
	Iteration 51Q: 3 clusters Score -1084202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1084200.375000 Penalty: 4558.257812
	Iteration 52Q: 3 clusters Score -1084200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1084204.750000 Penalty: 4558.257812
	Iteration 53Q: 3 clusters Score -1084205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1084208.625000 Penalty: 4558.257812
	Iteration 54Q: 3 clusters Score -1084209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1084213.000000 Penalty: 4558.257812
	Iteration 55Q: 3 clusters Score -1084213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1084213.250000 Penalty: 4558.257812
	Iteration 56Q: 3 clusters Score -1084213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1084211.875000 Penalty: 4558.257812
	Iteration 57Q: 3 clusters Score -1084212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1084215.250000 Penalty: 4558.257812
	Iteration 58Q: 3 clusters Score -1084215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1084216.625000 Penalty: 4558.257812
	Iteration 59Q: 3 clusters Score -1084217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1084216.375000 Penalty: 4558.257812
	Iteration 60F: 3 clusters Score -1084216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1084217.125000 Penalty: 4558.257812
	Iteration 61Q: 3 clusters Score -1084217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1084217.125000 Penalty: 4558.257812
	Iteration 62F: 3 clusters Score -1084217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Entering Unmasked Estep 
Score: -3596108.000000 Penalty: 2566.577393
	Iteration 0F: 2 clusters Score -3596108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3574871.500000 Penalty: 5133.154785
	Iteration 0F: 3 clusters Score -3574872 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3582685.250000 Penalty: 5133.154785
	Iteration 1F: 3 clusters Score -3582685 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3583292.500000 Penalty: 5133.154785
	Iteration 2F: 3 clusters Score -3583292 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3583917.000000 Penalty: 5133.154785
	Iteration 3Q: 3 clusters Score -3583917 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3584574.250000 Penalty: 5133.154785
	Iteration 4Q: 3 clusters Score -3584574 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3585364.750000 Penalty: 5133.154785
	Iteration 5F: 3 clusters Score -3585365 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3586351.750000 Penalty: 5133.154785
	Iteration 6F: 3 clusters Score -3586352 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3587390.250000 Penalty: 5133.154785
	Iteration 7F: 3 clusters Score -3587390 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3588327.750000 Penalty: 5133.154785
	Iteration 8F: 3 clusters Score -3588328 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3589271.250000 Penalty: 5133.154785
	Iteration 9Q: 3 clusters Score -3589271 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3590347.750000 Penalty: 5133.154785
	Iteration 10Q: 3 clusters Score -3590348 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3591395.250000 Penalty: 5133.154785
	Iteration 11Q: 3 clusters Score -3591395 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3592434.000000 Penalty: 5133.154785
	Iteration 12Q: 3 clusters Score -3592434 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3593338.500000 Penalty: 5133.154785
	Iteration 13Q: 3 clusters Score -3593338 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3593921.000000 Penalty: 5133.154785
	Iteration 14Q: 3 clusters Score -3593921 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3594252.000000 Penalty: 5133.154785
	Iteration 15Q: 3 clusters Score -3594252 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3594417.750000 Penalty: 5133.154785
	Iteration 16Q: 3 clusters Score -3594418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3594516.000000 Penalty: 5133.154785
	Iteration 17Q: 3 clusters Score -3594516 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3594564.500000 Penalty: 5133.154785
	Iteration 18Q: 3 clusters Score -3594564 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3594604.500000 Penalty: 5133.154785
	Iteration 19Q: 3 clusters Score -3594604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3594624.750000 Penalty: 5133.154785
	Iteration 20F: 3 clusters Score -3594625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3594635.250000 Penalty: 5133.154785
	Iteration 21Q: 3 clusters Score -3594635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3594648.750000 Penalty: 5133.154785
	Iteration 22Q: 3 clusters Score -3594649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3594666.000000 Penalty: 5133.154785
	Iteration 23Q: 3 clusters Score -3594666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3594669.500000 Penalty: 5133.154785
	Iteration 24Q: 3 clusters Score -3594670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3594675.250000 Penalty: 5133.154785
	Iteration 25Q: 3 clusters Score -3594675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3594682.000000 Penalty: 5133.154785
	Iteration 26Q: 3 clusters Score -3594682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3594689.000000 Penalty: 5133.154785
	Iteration 27Q: 3 clusters Score -3594689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3594692.250000 Penalty: 5133.154785
	Iteration 28Q: 3 clusters Score -3594692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3594694.000000 Penalty: 5133.154785
	Iteration 29Q: 3 clusters Score -3594694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3594689.750000 Penalty: 5133.154785
	Iteration 30Q: 3 clusters Score -3594690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3594687.750000 Penalty: 5133.154785
	Iteration 31Q: 3 clusters Score -3594688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3594689.750000 Penalty: 5133.154785
	Iteration 32Q: 3 clusters Score -3594690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3594690.500000 Penalty: 5133.154785
	Iteration 33Q: 3 clusters Score -3594690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3594692.750000 Penalty: 5133.154785
	Iteration 34Q: 3 clusters Score -3594693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3594691.500000 Penalty: 5133.154785
	Iteration 35Q: 3 clusters Score -3594692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3594691.500000 Penalty: 5133.154785
	Iteration 36F: 3 clusters Score -3594692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Entering Unmasked Estep 
Score: -1282048.500000 Penalty: 2327.866943
	Iteration 0F: 2 clusters Score -1282048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1273252.625000 Penalty: 4655.733887
	Iteration 0F: 3 clusters Score -1273253 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1275944.250000 Penalty: 4655.733887
	Iteration 1F: 3 clusters Score -1275944 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1276370.875000 Penalty: 4655.733887
	Iteration 2F: 3 clusters Score -1276371 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1276745.250000 Penalty: 4655.733887
	Iteration 3F: 3 clusters Score -1276745 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1277109.125000 Penalty: 4655.733887
	Iteration 4F: 3 clusters Score -1277109 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1277462.000000 Penalty: 4655.733887
	Iteration 5Q: 3 clusters Score -1277462 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1277798.000000 Penalty: 4655.733887
	Iteration 6Q: 3 clusters Score -1277798 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1278110.625000 Penalty: 4655.733887
	Iteration 7Q: 3 clusters Score -1278111 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1278417.875000 Penalty: 4655.733887
	Iteration 8Q: 3 clusters Score -1278418 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1278690.250000 Penalty: 4655.733887
	Iteration 9Q: 3 clusters Score -1278690 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1278916.375000 Penalty: 4655.733887
	Iteration 10Q: 3 clusters Score -1278916 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1279087.500000 Penalty: 4655.733887
	Iteration 11Q: 3 clusters Score -1279088 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1279232.375000 Penalty: 4655.733887
	Iteration 12Q: 3 clusters Score -1279232 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1279359.375000 Penalty: 4655.733887
	Iteration 13Q: 3 clusters Score -1279359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1279460.000000 Penalty: 4655.733887
	Iteration 14Q: 3 clusters Score -1279460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1279545.750000 Penalty: 4655.733887
	Iteration 15Q: 3 clusters Score -1279546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1279632.375000 Penalty: 4655.733887
	Iteration 16Q: 3 clusters Score -1279632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1279718.875000 Penalty: 4655.733887
	Iteration 17Q: 3 clusters Score -1279719 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1279806.250000 Penalty: 4655.733887
	Iteration 18Q: 3 clusters Score -1279806 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1279902.875000 Penalty: 4655.733887
	Iteration 19Q: 3 clusters Score -1279903 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1280026.000000 Penalty: 4655.733887
	Iteration 20F: 3 clusters Score -1280026 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1280139.250000 Penalty: 4655.733887
	Iteration 21Q: 3 clusters Score -1280139 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1280266.375000 Penalty: 4655.733887
	Iteration 22Q: 3 clusters Score -1280266 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1280394.875000 Penalty: 4655.733887
	Iteration 23Q: 3 clusters Score -1280395 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1280494.625000 Penalty: 4655.733887
	Iteration 24Q: 3 clusters Score -1280495 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1280584.125000 Penalty: 4655.733887
	Iteration 25Q: 3 clusters Score -1280584 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1280678.625000 Penalty: 4655.733887
	Iteration 26Q: 3 clusters Score -1280679 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1280763.000000 Penalty: 4655.733887
	Iteration 27Q: 3 clusters Score -1280763 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1280833.750000 Penalty: 4655.733887
	Iteration 28Q: 3 clusters Score -1280834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1280889.250000 Penalty: 4655.733887
	Iteration 29Q: 3 clusters Score -1280889 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1280948.125000 Penalty: 4655.733887
	Iteration 30Q: 3 clusters Score -1280948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1280989.250000 Penalty: 4655.733887
	Iteration 31Q: 3 clusters Score -1280989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1281030.125000 Penalty: 4655.733887
	Iteration 32Q: 3 clusters Score -1281030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1281064.875000 Penalty: 4655.733887
	Iteration 33Q: 3 clusters Score -1281065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1281082.500000 Penalty: 4655.733887
	Iteration 34Q: 3 clusters Score -1281082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1281094.500000 Penalty: 4655.733887
	Iteration 35Q: 3 clusters Score -1281094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1281105.250000 Penalty: 4655.733887
	Iteration 36Q: 3 clusters Score -1281105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1281114.250000 Penalty: 4655.733887
	Iteration 37Q: 3 clusters Score -1281114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1281119.750000 Penalty: 4655.733887
	Iteration 38Q: 3 clusters Score -1281120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1281130.000000 Penalty: 4655.733887
	Iteration 39Q: 3 clusters Score -1281130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1281142.000000 Penalty: 4655.733887
	Iteration 40F: 3 clusters Score -1281142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1281149.000000 Penalty: 4655.733887
	Iteration 41Q: 3 clusters Score -1281149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1281153.250000 Penalty: 4655.733887
	Iteration 42Q: 3 clusters Score -1281153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1281157.250000 Penalty: 4655.733887
	Iteration 43Q: 3 clusters Score -1281157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1281157.125000 Penalty: 4655.733887
	Iteration 44Q: 3 clusters Score -1281157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1281154.875000 Penalty: 4655.733887
	Iteration 45Q: 3 clusters Score -1281155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1281157.625000 Penalty: 4655.733887
	Iteration 46Q: 3 clusters Score -1281158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1281159.000000 Penalty: 4655.733887
	Iteration 47Q: 3 clusters Score -1281159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1281159.000000 Penalty: 4655.733887
	Iteration 48Q: 3 clusters Score -1281159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1281158.000000 Penalty: 4655.733887
	Iteration 49Q: 3 clusters Score -1281158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1281157.625000 Penalty: 4655.733887
	Iteration 50Q: 3 clusters Score -1281158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1281155.625000 Penalty: 4655.733887
	Iteration 51Q: 3 clusters Score -1281156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1281157.375000 Penalty: 4655.733887
	Iteration 52Q: 3 clusters Score -1281157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1281158.250000 Penalty: 4655.733887
	Iteration 53Q: 3 clusters Score -1281158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1281160.625000 Penalty: 4655.733887
	Iteration 54Q: 3 clusters Score -1281161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1281160.625000 Penalty: 4655.733887
	Iteration 55F: 3 clusters Score -1281161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -1640352.500000 Penalty: 2369.057861
	Iteration 0F: 2 clusters Score -1640352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1630085.500000 Penalty: 4738.115723
	Iteration 0F: 3 clusters Score -1630086 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1633246.375000 Penalty: 4738.115723
	Iteration 1F: 3 clusters Score -1633246 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1633653.875000 Penalty: 4738.115723
	Iteration 2F: 3 clusters Score -1633654 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1634049.000000 Penalty: 4738.115723
	Iteration 3F: 3 clusters Score -1634049 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1634464.875000 Penalty: 4738.115723
	Iteration 4F: 3 clusters Score -1634465 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1634869.750000 Penalty: 4738.115723
	Iteration 5Q: 3 clusters Score -1634870 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1635316.250000 Penalty: 4738.115723
	Iteration 6Q: 3 clusters Score -1635316 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1635794.500000 Penalty: 4738.115723
	Iteration 7Q: 3 clusters Score -1635794 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1636264.250000 Penalty: 4738.115723
	Iteration 8Q: 3 clusters Score -1636264 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1636745.000000 Penalty: 4738.115723
	Iteration 9Q: 3 clusters Score -1636745 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1637160.000000 Penalty: 4738.115723
	Iteration 10Q: 3 clusters Score -1637160 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1637457.750000 Penalty: 4738.115723
	Iteration 11Q: 3 clusters Score -1637458 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1637717.250000 Penalty: 4738.115723
	Iteration 12Q: 3 clusters Score -1637717 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1637924.000000 Penalty: 4738.115723
	Iteration 13Q: 3 clusters Score -1637924 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1638082.125000 Penalty: 4738.115723
	Iteration 14Q: 3 clusters Score -1638082 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1638192.125000 Penalty: 4738.115723
	Iteration 15Q: 3 clusters Score -1638192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1638286.250000 Penalty: 4738.115723
	Iteration 16Q: 3 clusters Score -1638286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1638376.375000 Penalty: 4738.115723
	Iteration 17Q: 3 clusters Score -1638376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1638472.250000 Penalty: 4738.115723
	Iteration 18Q: 3 clusters Score -1638472 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1638606.625000 Penalty: 4738.115723
	Iteration 19Q: 3 clusters Score -1638607 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1638723.375000 Penalty: 4738.115723
	Iteration 20F: 3 clusters Score -1638723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1638824.625000 Penalty: 4738.115723
	Iteration 21Q: 3 clusters Score -1638825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1638929.250000 Penalty: 4738.115723
	Iteration 22Q: 3 clusters Score -1638929 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1639005.375000 Penalty: 4738.115723
	Iteration 23Q: 3 clusters Score -1639005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1639067.000000 Penalty: 4738.115723
	Iteration 24Q: 3 clusters Score -1639067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1639117.125000 Penalty: 4738.115723
	Iteration 25Q: 3 clusters Score -1639117 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1639167.000000 Penalty: 4738.115723
	Iteration 26Q: 3 clusters Score -1639167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1639211.375000 Penalty: 4738.115723
	Iteration 27Q: 3 clusters Score -1639211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1639255.750000 Penalty: 4738.115723
	Iteration 28Q: 3 clusters Score -1639256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1639289.625000 Penalty: 4738.115723
	Iteration 29Q: 3 clusters Score -1639290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1639321.500000 Penalty: 4738.115723
	Iteration 30Q: 3 clusters Score -1639322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1639365.875000 Penalty: 4738.115723
	Iteration 31Q: 3 clusters Score -1639366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1639406.500000 Penalty: 4738.115723
	Iteration 32Q: 3 clusters Score -1639406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1639437.125000 Penalty: 4738.115723
	Iteration 33Q: 3 clusters Score -1639437 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1639470.500000 Penalty: 4738.115723
	Iteration 34Q: 3 clusters Score -1639470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1639494.750000 Penalty: 4738.115723
	Iteration 35Q: 3 clusters Score -1639495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1639520.000000 Penalty: 4738.115723
	Iteration 36Q: 3 clusters Score -1639520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1639557.250000 Penalty: 4738.115723
	Iteration 37Q: 3 clusters Score -1639557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1639579.250000 Penalty: 4738.115723
	Iteration 38Q: 3 clusters Score -1639579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1639595.125000 Penalty: 4738.115723
	Iteration 39Q: 3 clusters Score -1639595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1639636.750000 Penalty: 4738.115723
	Iteration 40F: 3 clusters Score -1639637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1639668.375000 Penalty: 4738.115723
	Iteration 41Q: 3 clusters Score -1639668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1639706.625000 Penalty: 4738.115723
	Iteration 42Q: 3 clusters Score -1639707 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1639733.250000 Penalty: 4738.115723
	Iteration 43Q: 3 clusters Score -1639733 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1639767.375000 Penalty: 4738.115723
	Iteration 44Q: 3 clusters Score -1639767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1639802.625000 Penalty: 4738.115723
	Iteration 45Q: 3 clusters Score -1639803 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1639817.500000 Penalty: 4738.115723
	Iteration 46Q: 3 clusters Score -1639818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1639843.500000 Penalty: 4738.115723
	Iteration 47Q: 3 clusters Score -1639844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1639862.750000 Penalty: 4738.115723
	Iteration 48Q: 3 clusters Score -1639863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1639884.625000 Penalty: 4738.115723
	Iteration 49Q: 3 clusters Score -1639885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1639898.375000 Penalty: 4738.115723
	Iteration 50Q: 3 clusters Score -1639898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1639916.125000 Penalty: 4738.115723
	Iteration 51Q: 3 clusters Score -1639916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1639923.375000 Penalty: 4738.115723
	Iteration 52Q: 3 clusters Score -1639923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1639928.500000 Penalty: 4738.115723
	Iteration 53Q: 3 clusters Score -1639928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1639938.000000 Penalty: 4738.115723
	Iteration 54Q: 3 clusters Score -1639938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1639946.375000 Penalty: 4738.115723
	Iteration 55Q: 3 clusters Score -1639946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1639955.000000 Penalty: 4738.115723
	Iteration 56Q: 3 clusters Score -1639955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1639959.125000 Penalty: 4738.115723
	Iteration 57Q: 3 clusters Score -1639959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1639972.375000 Penalty: 4738.115723
	Iteration 58Q: 3 clusters Score -1639972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1639975.500000 Penalty: 4738.115723
	Iteration 59Q: 3 clusters Score -1639976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1639977.125000 Penalty: 4738.115723
	Iteration 60F: 3 clusters Score -1639977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1639982.625000 Penalty: 4738.115723
	Iteration 61Q: 3 clusters Score -1639983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1639982.750000 Penalty: 4738.115723
	Iteration 62Q: 3 clusters Score -1639983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1639987.250000 Penalty: 4738.115723
	Iteration 63Q: 3 clusters Score -1639987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1639986.625000 Penalty: 4738.115723
	Iteration 64Q: 3 clusters Score -1639987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1639991.500000 Penalty: 4738.115723
	Iteration 65Q: 3 clusters Score -1639992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1639990.625000 Penalty: 4738.115723
	Iteration 66Q: 3 clusters Score -1639991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1639992.875000 Penalty: 4738.115723
	Iteration 67Q: 3 clusters Score -1639993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1639997.500000 Penalty: 4738.115723
	Iteration 68Q: 3 clusters Score -1639998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1639995.750000 Penalty: 4738.115723
	Iteration 69Q: 3 clusters Score -1639996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1639997.375000 Penalty: 4738.115723
	Iteration 70Q: 3 clusters Score -1639997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1640002.000000 Penalty: 4738.115723
	Iteration 71Q: 3 clusters Score -1640002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1640005.500000 Penalty: 4738.115723
	Iteration 72Q: 3 clusters Score -1640006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1640010.875000 Penalty: 4738.115723
	Iteration 73Q: 3 clusters Score -1640011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1640018.625000 Penalty: 4738.115723
	Iteration 74Q: 3 clusters Score -1640019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1640022.125000 Penalty: 4738.115723
	Iteration 75Q: 3 clusters Score -1640022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1640030.375000 Penalty: 4738.115723
	Iteration 76Q: 3 clusters Score -1640030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1640034.500000 Penalty: 4738.115723
	Iteration 77Q: 3 clusters Score -1640034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1640040.125000 Penalty: 4738.115723
	Iteration 78Q: 3 clusters Score -1640040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1640047.750000 Penalty: 4738.115723
	Iteration 79Q: 3 clusters Score -1640048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1640050.750000 Penalty: 4738.115723
	Iteration 80F: 3 clusters Score -1640051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1640058.500000 Penalty: 4738.115723
	Iteration 81Q: 3 clusters Score -1640058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1640059.500000 Penalty: 4738.115723
	Iteration 82Q: 3 clusters Score -1640060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1640069.000000 Penalty: 4738.115723
	Iteration 83Q: 3 clusters Score -1640069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1640076.750000 Penalty: 4738.115723
	Iteration 84Q: 3 clusters Score -1640077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1640086.500000 Penalty: 4738.115723
	Iteration 85Q: 3 clusters Score -1640086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1640095.500000 Penalty: 4738.115723
	Iteration 86Q: 3 clusters Score -1640096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1640113.250000 Penalty: 4738.115723
	Iteration 87Q: 3 clusters Score -1640113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1640129.875000 Penalty: 4738.115723
	Iteration 88Q: 3 clusters Score -1640130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1640150.000000 Penalty: 4738.115723
	Iteration 89Q: 3 clusters Score -1640150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1640172.375000 Penalty: 4738.115723
	Iteration 90Q: 3 clusters Score -1640172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1640192.125000 Penalty: 4738.115723
	Iteration 91Q: 3 clusters Score -1640192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1640211.250000 Penalty: 4738.115723
	Iteration 92Q: 3 clusters Score -1640211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1640237.250000 Penalty: 4738.115723
	Iteration 93Q: 3 clusters Score -1640237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1640253.500000 Penalty: 4738.115723
	Iteration 94Q: 3 clusters Score -1640254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1640268.750000 Penalty: 4738.115723
	Iteration 95Q: 3 clusters Score -1640269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1640293.250000 Penalty: 4738.115723
	Iteration 96Q: 3 clusters Score -1640293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1640316.750000 Penalty: 4738.115723
	Iteration 97Q: 3 clusters Score -1640317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1640347.375000 Penalty: 4738.115723
	Iteration 98Q: 3 clusters Score -1640347 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1640373.375000 Penalty: 4738.115723
	Iteration 99Q: 3 clusters Score -1640373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1640412.750000 Penalty: 4738.115723
	Iteration 100F: 3 clusters Score -1640413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1640457.500000 Penalty: 4738.115723
	Iteration 101Q: 3 clusters Score -1640458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1640503.125000 Penalty: 4738.115723
	Iteration 102Q: 3 clusters Score -1640503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1640540.500000 Penalty: 4738.115723
	Iteration 103Q: 3 clusters Score -1640540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1640587.375000 Penalty: 4738.115723
	Iteration 104Q: 3 clusters Score -1640587 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1640636.375000 Penalty: 4738.115723
	Iteration 105Q: 3 clusters Score -1640636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1640671.875000 Penalty: 4738.115723
	Iteration 106Q: 3 clusters Score -1640672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1640694.000000 Penalty: 4738.115723
	Iteration 107Q: 3 clusters Score -1640694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1640715.250000 Penalty: 4738.115723
	Iteration 108Q: 3 clusters Score -1640715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1640726.625000 Penalty: 4738.115723
	Iteration 109Q: 3 clusters Score -1640727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1640741.250000 Penalty: 4738.115723
	Iteration 110Q: 3 clusters Score -1640741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1640756.750000 Penalty: 4738.115723
	Iteration 111Q: 3 clusters Score -1640757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1640768.625000 Penalty: 4738.115723
	Iteration 112Q: 3 clusters Score -1640769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1640776.750000 Penalty: 4738.115723
	Iteration 113Q: 3 clusters Score -1640777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1640779.625000 Penalty: 4738.115723
	Iteration 114Q: 3 clusters Score -1640780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1640790.500000 Penalty: 4738.115723
	Iteration 115Q: 3 clusters Score -1640790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1640798.250000 Penalty: 4738.115723
	Iteration 116Q: 3 clusters Score -1640798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1640801.875000 Penalty: 4738.115723
	Iteration 117Q: 3 clusters Score -1640802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1640800.625000 Penalty: 4738.115723
	Iteration 118Q: 3 clusters Score -1640801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1640805.000000 Penalty: 4738.115723
	Iteration 119Q: 3 clusters Score -1640805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1640803.500000 Penalty: 4738.115723
	Iteration 120F: 3 clusters Score -1640804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1640805.625000 Penalty: 4738.115723
	Iteration 121Q: 3 clusters Score -1640806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1640812.000000 Penalty: 4738.115723
	Iteration 122Q: 3 clusters Score -1640812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1640806.625000 Penalty: 4738.115723
	Iteration 123Q: 3 clusters Score -1640807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1640811.125000 Penalty: 4738.115723
	Iteration 124Q: 3 clusters Score -1640811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1640814.875000 Penalty: 4738.115723
	Iteration 125Q: 3 clusters Score -1640815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1640814.500000 Penalty: 4738.115723
	Iteration 126Q: 3 clusters Score -1640814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1640816.125000 Penalty: 4738.115723
	Iteration 127Q: 3 clusters Score -1640816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1640811.750000 Penalty: 4738.115723
	Iteration 128Q: 3 clusters Score -1640812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1640814.250000 Penalty: 4738.115723
	Iteration 129Q: 3 clusters Score -1640814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1640814.250000 Penalty: 4738.115723
	Iteration 130F: 3 clusters Score -1640814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 84967 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 9796 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7606 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6369 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 6885 members 
Entering Unmasked Estep 
Score: -212261200.000000 Penalty: 337750.406250
Splitting cluster 5 changes total score from -212262480.000000 to -212261200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (63892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Entering Unmasked Estep 
Score: -7304975.000000 Penalty: 2744.107422
	Iteration 0F: 2 clusters Score -7304975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -7261769.500000 Penalty: 5488.214844
	Iteration 0F: 3 clusters Score -7261770 nChanged 29919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -7279461.500000 Penalty: 5488.214844
	Iteration 1F: 3 clusters Score -7279462 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -7281256.500000 Penalty: 5488.214844
	Iteration 2F: 3 clusters Score -7281256 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7284097.500000 Penalty: 5488.214844
	Iteration 3F: 3 clusters Score -7284098 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -7287668.500000 Penalty: 5488.214844
	Iteration 4F: 3 clusters Score -7287668 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -7291419.500000 Penalty: 5488.214844
	Iteration 5F: 3 clusters Score -7291420 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -7294625.000000 Penalty: 5488.214844
	Iteration 6F: 3 clusters Score -7294625 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -7297118.500000 Penalty: 5488.214844
	Iteration 7F: 3 clusters Score -7297118 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -7299071.000000 Penalty: 5488.214844
	Iteration 8Q: 3 clusters Score -7299071 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7300470.500000 Penalty: 5488.214844
	Iteration 9Q: 3 clusters Score -7300470 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -7301274.500000 Penalty: 5488.214844
	Iteration 10Q: 3 clusters Score -7301274 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -7301753.500000 Penalty: 5488.214844
	Iteration 11Q: 3 clusters Score -7301754 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -7302058.000000 Penalty: 5488.214844
	Iteration 12Q: 3 clusters Score -7302058 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -7302241.000000 Penalty: 5488.214844
	Iteration 13Q: 3 clusters Score -7302241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -7302332.500000 Penalty: 5488.214844
	Iteration 14Q: 3 clusters Score -7302332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -7302379.500000 Penalty: 5488.214844
	Iteration 15Q: 3 clusters Score -7302380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -7302408.000000 Penalty: 5488.214844
	Iteration 16Q: 3 clusters Score -7302408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -7302438.500000 Penalty: 5488.214844
	Iteration 17Q: 3 clusters Score -7302438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -7302455.500000 Penalty: 5488.214844
	Iteration 18Q: 3 clusters Score -7302456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -7302474.000000 Penalty: 5488.214844
	Iteration 19Q: 3 clusters Score -7302474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -7302486.000000 Penalty: 5488.214844
	Iteration 20F: 3 clusters Score -7302486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -7302492.500000 Penalty: 5488.214844
	Iteration 21Q: 3 clusters Score -7302492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -7302509.500000 Penalty: 5488.214844
	Iteration 22Q: 3 clusters Score -7302510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -7302516.000000 Penalty: 5488.214844
	Iteration 23Q: 3 clusters Score -7302516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -7302524.000000 Penalty: 5488.214844
	Iteration 24Q: 3 clusters Score -7302524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -7302525.500000 Penalty: 5488.214844
	Iteration 25Q: 3 clusters Score -7302526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -7302531.000000 Penalty: 5488.214844
	Iteration 26Q: 3 clusters Score -7302531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -7302532.000000 Penalty: 5488.214844
	Iteration 27Q: 3 clusters Score -7302532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -7302536.000000 Penalty: 5488.214844
	Iteration 28Q: 3 clusters Score -7302536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -7302534.500000 Penalty: 5488.214844
	Iteration 29Q: 3 clusters Score -7302534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -7302529.000000 Penalty: 5488.214844
	Iteration 30Q: 3 clusters Score -7302529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -7302539.500000 Penalty: 5488.214844
	Iteration 31Q: 3 clusters Score -7302540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -7302541.000000 Penalty: 5488.214844
	Iteration 32Q: 3 clusters Score -7302541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -7302547.500000 Penalty: 5488.214844
	Iteration 33Q: 3 clusters Score -7302548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -7302550.000000 Penalty: 5488.214844
	Iteration 34Q: 3 clusters Score -7302550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -7302548.000000 Penalty: 5488.214844
	Iteration 35Q: 3 clusters Score -7302548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -7302556.500000 Penalty: 5488.214844
	Iteration 36Q: 3 clusters Score -7302556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -7302553.000000 Penalty: 5488.214844
	Iteration 37Q: 3 clusters Score -7302553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -7302556.500000 Penalty: 5488.214844
	Iteration 38Q: 3 clusters Score -7302556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -7302564.500000 Penalty: 5488.214844
	Iteration 39Q: 3 clusters Score -7302564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -7302563.000000 Penalty: 5488.214844
	Iteration 40F: 3 clusters Score -7302563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -7302580.500000 Penalty: 5488.214844
	Iteration 41Q: 3 clusters Score -7302580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -7302579.000000 Penalty: 5488.214844
	Iteration 42Q: 3 clusters Score -7302579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -7302579.000000 Penalty: 5488.214844
	Iteration 43F: 3 clusters Score -7302579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -200756.140625 Penalty: 1881.778687
	Iteration 0F: 2 clusters Score -200756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198187.671875 Penalty: 3763.557373
	Iteration 0F: 3 clusters Score -198187.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198781.171875 Penalty: 3763.557373
	Iteration 1F: 3 clusters Score -198781.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -199032.468750 Penalty: 3763.557373
	Iteration 2F: 3 clusters Score -199032.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199197.375000 Penalty: 3763.557373
	Iteration 3F: 3 clusters Score -199197.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -199305.109375 Penalty: 3763.557373
	Iteration 4Q: 3 clusters Score -199305.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -199380.937500 Penalty: 3763.557373
	Iteration 5Q: 3 clusters Score -199380.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199444.343750 Penalty: 3763.557373
	Iteration 6Q: 3 clusters Score -199444.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -199502.828125 Penalty: 3763.557373
	Iteration 7Q: 3 clusters Score -199502.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -199554.828125 Penalty: 3763.557373
	Iteration 8Q: 3 clusters Score -199554.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -199603.531250 Penalty: 3763.557373
	Iteration 9Q: 3 clusters Score -199603.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -199628.640625 Penalty: 3763.557373
	Iteration 10Q: 3 clusters Score -199628.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -199652.093750 Penalty: 3763.557373
	Iteration 11Q: 3 clusters Score -199652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -199670.656250 Penalty: 3763.557373
	Iteration 12Q: 3 clusters Score -199670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199683.781250 Penalty: 3763.557373
	Iteration 13Q: 3 clusters Score -199683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -199700.609375 Penalty: 3763.557373
	Iteration 14Q: 3 clusters Score -199700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -199712.500000 Penalty: 3763.557373
	Iteration 15Q: 3 clusters Score -199712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -199719.500000 Penalty: 3763.557373
	Iteration 16Q: 3 clusters Score -199719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -199721.859375 Penalty: 3763.557373
	Iteration 17Q: 3 clusters Score -199721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -199729.625000 Penalty: 3763.557373
	Iteration 18Q: 3 clusters Score -199729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -199736.265625 Penalty: 3763.557373
	Iteration 19Q: 3 clusters Score -199736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -199741.812500 Penalty: 3763.557373
	Iteration 20F: 3 clusters Score -199741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -199749.687500 Penalty: 3763.557373
	Iteration 21Q: 3 clusters Score -199749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -199757.234375 Penalty: 3763.557373
	Iteration 22Q: 3 clusters Score -199757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -199759.390625 Penalty: 3763.557373
	Iteration 23Q: 3 clusters Score -199759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -199765.968750 Penalty: 3763.557373
	Iteration 24Q: 3 clusters Score -199766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -199769.718750 Penalty: 3763.557373
	Iteration 25Q: 3 clusters Score -199769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -199769.718750 Penalty: 3763.557373
	Iteration 26F: 3 clusters Score -199769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Entering Unmasked Estep 
Score: -8916718.000000 Penalty: 2792.123291
	Iteration 0F: 2 clusters Score -8916718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -8864956.000000 Penalty: 5584.246582
	Iteration 0F: 3 clusters Score -8864956 nChanged 36321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8885289.000000 Penalty: 5584.246582
	Iteration 1F: 3 clusters Score -8885289 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -8885985.000000 Penalty: 5584.246582
	Iteration 2Q: 3 clusters Score -8885985 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8886833.000000 Penalty: 5584.246582
	Iteration 3Q: 3 clusters Score -8886833 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8888178.000000 Penalty: 5584.246582
	Iteration 4Q: 3 clusters Score -8888178 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8889997.000000 Penalty: 5584.246582
	Iteration 5F: 3 clusters Score -8889997 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -8892819.000000 Penalty: 5584.246582
	Iteration 6F: 3 clusters Score -8892819 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -8896642.000000 Penalty: 5584.246582
	Iteration 7F: 3 clusters Score -8896642 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -8901098.000000 Penalty: 5584.246582
	Iteration 8F: 3 clusters Score -8901098 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -8905362.000000 Penalty: 5584.246582
	Iteration 9F: 3 clusters Score -8905362 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -8908715.000000 Penalty: 5584.246582
	Iteration 10F: 3 clusters Score -8908715 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -8911124.000000 Penalty: 5584.246582
	Iteration 11Q: 3 clusters Score -8911124 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -8912529.000000 Penalty: 5584.246582
	Iteration 12Q: 3 clusters Score -8912529 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -8913355.000000 Penalty: 5584.246582
	Iteration 13Q: 3 clusters Score -8913355 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -8913689.000000 Penalty: 5584.246582
	Iteration 14Q: 3 clusters Score -8913689 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -8913908.000000 Penalty: 5584.246582
	Iteration 15Q: 3 clusters Score -8913908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -8914044.000000 Penalty: 5584.246582
	Iteration 16Q: 3 clusters Score -8914044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -8914141.000000 Penalty: 5584.246582
	Iteration 17Q: 3 clusters Score -8914141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -8914184.000000 Penalty: 5584.246582
	Iteration 18Q: 3 clusters Score -8914184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -8914222.000000 Penalty: 5584.246582
	Iteration 19Q: 3 clusters Score -8914222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -8914252.000000 Penalty: 5584.246582
	Iteration 20F: 3 clusters Score -8914252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -8914260.000000 Penalty: 5584.246582
	Iteration 21Q: 3 clusters Score -8914260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -8914282.000000 Penalty: 5584.246582
	Iteration 22Q: 3 clusters Score -8914282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -8914293.000000 Penalty: 5584.246582
	Iteration 23Q: 3 clusters Score -8914293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -8914299.000000 Penalty: 5584.246582
	Iteration 24Q: 3 clusters Score -8914299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -8914293.000000 Penalty: 5584.246582
	Iteration 25Q: 3 clusters Score -8914293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -8914301.000000 Penalty: 5584.246582
	Iteration 26Q: 3 clusters Score -8914301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -8914303.000000 Penalty: 5584.246582
	Iteration 27Q: 3 clusters Score -8914303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -8914297.000000 Penalty: 5584.246582
	Iteration 28Q: 3 clusters Score -8914297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -8914309.000000 Penalty: 5584.246582
	Iteration 29Q: 3 clusters Score -8914309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -8914311.000000 Penalty: 5584.246582
	Iteration 30Q: 3 clusters Score -8914311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -8914318.000000 Penalty: 5584.246582
	Iteration 31Q: 3 clusters Score -8914318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -8914321.000000 Penalty: 5584.246582
	Iteration 32Q: 3 clusters Score -8914321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -8914320.000000 Penalty: 5584.246582
	Iteration 33Q: 3 clusters Score -8914320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -8914320.000000 Penalty: 5584.246582
	Iteration 34F: 3 clusters Score -8914320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248186 members 
Entering Unmasked Estep 
Score: -29083398.000000 Penalty: 3080.639648
	Iteration 0F: 2 clusters Score -2.90834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124316 members 
Mstep: Class 2 contains 123870 members 
Entering Unmasked Estep 
Score: -28925874.000000 Penalty: 6161.279297
	Iteration 0F: 3 clusters Score -2.892587e+07 nChanged 119542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 116854 members 
Entering Unmasked Estep 
Score: -28997054.000000 Penalty: 6161.279297
	Iteration 1F: 3 clusters Score -2.899705e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136521 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -28999884.000000 Penalty: 6161.279297
	Iteration 2Q: 3 clusters Score -2.899988e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144789 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -29004998.000000 Penalty: 6161.279297
	Iteration 3Q: 3 clusters Score -2.9005e+07 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -29013910.000000 Penalty: 6161.279297
	Iteration 4F: 3 clusters Score -2.901391e+07 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171481 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -29025352.000000 Penalty: 6161.279297
	Iteration 5F: 3 clusters Score -2.902535e+07 nChanged 18652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187189 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -29036022.000000 Penalty: 6161.279297
	Iteration 6F: 3 clusters Score -2.903602e+07 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201766 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -29044790.000000 Penalty: 6161.279297
	Iteration 7F: 3 clusters Score -2.904479e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214834 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -29053368.000000 Penalty: 6161.279297
	Iteration 8F: 3 clusters Score -2.905337e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226372 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -29061662.000000 Penalty: 6161.279297
	Iteration 9Q: 3 clusters Score -2.906166e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235622 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -29069710.000000 Penalty: 6161.279297
	Iteration 10Q: 3 clusters Score -2.906971e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241689 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -29075380.000000 Penalty: 6161.279297
	Iteration 11Q: 3 clusters Score -2.907538e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244960 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -29078196.000000 Penalty: 6161.279297
	Iteration 12Q: 3 clusters Score -2.90782e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246451 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -29079368.000000 Penalty: 6161.279297
	Iteration 13Q: 3 clusters Score -2.907937e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247103 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -29079898.000000 Penalty: 6161.279297
	Iteration 14Q: 3 clusters Score -2.90799e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247378 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -29080204.000000 Penalty: 6161.279297
	Iteration 15Q: 3 clusters Score -2.90802e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247504 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -29080428.000000 Penalty: 6161.279297
	Iteration 16Q: 3 clusters Score -2.908043e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247579 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -29080504.000000 Penalty: 6161.279297
	Iteration 17Q: 3 clusters Score -2.90805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -29080556.000000 Penalty: 6161.279297
	Iteration 18Q: 3 clusters Score -2.908056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247644 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -29080580.000000 Penalty: 6161.279297
	Iteration 19Q: 3 clusters Score -2.908058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247663 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29080618.000000 Penalty: 6161.279297
	Iteration 20F: 3 clusters Score -2.908062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247677 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -29080634.000000 Penalty: 6161.279297
	Iteration 21Q: 3 clusters Score -2.908063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247685 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -29080658.000000 Penalty: 6161.279297
	Iteration 22Q: 3 clusters Score -2.908066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247697 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -29080690.000000 Penalty: 6161.279297
	Iteration 23Q: 3 clusters Score -2.908069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247699 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -29080710.000000 Penalty: 6161.279297
	Iteration 24Q: 3 clusters Score -2.908071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247701 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29080720.000000 Penalty: 6161.279297
	Iteration 25Q: 3 clusters Score -2.908072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247704 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -29080722.000000 Penalty: 6161.279297
	Iteration 26Q: 3 clusters Score -2.908072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247710 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -29080728.000000 Penalty: 6161.279297
	Iteration 27Q: 3 clusters Score -2.908073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247709 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29080728.000000 Penalty: 6161.279297
	Iteration 28Q: 3 clusters Score -2.908073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247712 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29080726.000000 Penalty: 6161.279297
	Iteration 29Q: 3 clusters Score -2.908073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247718 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -29080732.000000 Penalty: 6161.279297
	Iteration 30Q: 3 clusters Score -2.908073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247722 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29080760.000000 Penalty: 6161.279297
	Iteration 31Q: 3 clusters Score -2.908076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247725 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29080760.000000 Penalty: 6161.279297
	Iteration 32Q: 3 clusters Score -2.908076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247728 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -29080774.000000 Penalty: 6161.279297
	Iteration 33Q: 3 clusters Score -2.908077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247731 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -29080750.000000 Penalty: 6161.279297
	Iteration 34Q: 3 clusters Score -2.908075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247732 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -29080758.000000 Penalty: 6161.279297
	Iteration 35Q: 3 clusters Score -2.908076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247732 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -29080758.000000 Penalty: 6161.279297
	Iteration 36F: 3 clusters Score -2.908076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Entering Unmasked Estep 
Score: -1022425.687500 Penalty: 2283.990723
	Iteration 0F: 2 clusters Score -1022426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1014776.062500 Penalty: 4567.981445
	Iteration 0F: 3 clusters Score -1014776 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1017027.125000 Penalty: 4567.981445
	Iteration 1F: 3 clusters Score -1017027 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1017405.437500 Penalty: 4567.981445
	Iteration 2F: 3 clusters Score -1017405 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1017777.625000 Penalty: 4567.981445
	Iteration 3F: 3 clusters Score -1017778 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1018225.750000 Penalty: 4567.981445
	Iteration 4F: 3 clusters Score -1018226 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1018805.812500 Penalty: 4567.981445
	Iteration 5F: 3 clusters Score -1018806 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1019443.250000 Penalty: 4567.981445
	Iteration 6F: 3 clusters Score -1019443 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1020040.062500 Penalty: 4567.981445
	Iteration 7F: 3 clusters Score -1020040 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1020470.312500 Penalty: 4567.981445
	Iteration 8F: 3 clusters Score -1020470 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1020724.750000 Penalty: 4567.981445
	Iteration 9Q: 3 clusters Score -1020725 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1020891.750000 Penalty: 4567.981445
	Iteration 10Q: 3 clusters Score -1020892 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1021009.125000 Penalty: 4567.981445
	Iteration 11Q: 3 clusters Score -1021009 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1021089.062500 Penalty: 4567.981445
	Iteration 12Q: 3 clusters Score -1021089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1021152.375000 Penalty: 4567.981445
	Iteration 13Q: 3 clusters Score -1021152 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1021197.187500 Penalty: 4567.981445
	Iteration 14Q: 3 clusters Score -1021197 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1021232.875000 Penalty: 4567.981445
	Iteration 15Q: 3 clusters Score -1021233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1021267.187500 Penalty: 4567.981445
	Iteration 16Q: 3 clusters Score -1021267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1021293.375000 Penalty: 4567.981445
	Iteration 17Q: 3 clusters Score -1021293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1021315.812500 Penalty: 4567.981445
	Iteration 18Q: 3 clusters Score -1021316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1021337.312500 Penalty: 4567.981445
	Iteration 19Q: 3 clusters Score -1021337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1021355.812500 Penalty: 4567.981445
	Iteration 20F: 3 clusters Score -1021356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1021379.125000 Penalty: 4567.981445
	Iteration 21Q: 3 clusters Score -1021379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1021393.562500 Penalty: 4567.981445
	Iteration 22Q: 3 clusters Score -1021394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1021414.500000 Penalty: 4567.981445
	Iteration 23Q: 3 clusters Score -1021414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1021430.625000 Penalty: 4567.981445
	Iteration 24Q: 3 clusters Score -1021431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1021445.812500 Penalty: 4567.981445
	Iteration 25Q: 3 clusters Score -1021446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1021458.687500 Penalty: 4567.981445
	Iteration 26Q: 3 clusters Score -1021459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1021474.312500 Penalty: 4567.981445
	Iteration 27Q: 3 clusters Score -1021474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1021490.625000 Penalty: 4567.981445
	Iteration 28Q: 3 clusters Score -1021491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1021499.625000 Penalty: 4567.981445
	Iteration 29Q: 3 clusters Score -1021500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1021512.312500 Penalty: 4567.981445
	Iteration 30Q: 3 clusters Score -1021512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1021519.187500 Penalty: 4567.981445
	Iteration 31Q: 3 clusters Score -1021519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1021534.125000 Penalty: 4567.981445
	Iteration 32Q: 3 clusters Score -1021534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1021545.687500 Penalty: 4567.981445
	Iteration 33Q: 3 clusters Score -1021546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1021558.375000 Penalty: 4567.981445
	Iteration 34Q: 3 clusters Score -1021558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1021570.812500 Penalty: 4567.981445
	Iteration 35Q: 3 clusters Score -1021571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1021590.125000 Penalty: 4567.981445
	Iteration 36Q: 3 clusters Score -1021590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1021607.125000 Penalty: 4567.981445
	Iteration 37Q: 3 clusters Score -1021607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1021628.312500 Penalty: 4567.981445
	Iteration 38Q: 3 clusters Score -1021628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1021657.125000 Penalty: 4567.981445
	Iteration 39Q: 3 clusters Score -1021657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1021680.437500 Penalty: 4567.981445
	Iteration 40F: 3 clusters Score -1021680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1021702.000000 Penalty: 4567.981445
	Iteration 41Q: 3 clusters Score -1021702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1021719.062500 Penalty: 4567.981445
	Iteration 42Q: 3 clusters Score -1021719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1021731.500000 Penalty: 4567.981445
	Iteration 43Q: 3 clusters Score -1021732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1021747.000000 Penalty: 4567.981445
	Iteration 44Q: 3 clusters Score -1021747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1021757.625000 Penalty: 4567.981445
	Iteration 45Q: 3 clusters Score -1021758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1021761.312500 Penalty: 4567.981445
	Iteration 46Q: 3 clusters Score -1021761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1021765.500000 Penalty: 4567.981445
	Iteration 47Q: 3 clusters Score -1021766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1021775.437500 Penalty: 4567.981445
	Iteration 48Q: 3 clusters Score -1021775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1021783.375000 Penalty: 4567.981445
	Iteration 49Q: 3 clusters Score -1021783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1021790.937500 Penalty: 4567.981445
	Iteration 50Q: 3 clusters Score -1021791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1021794.375000 Penalty: 4567.981445
	Iteration 51Q: 3 clusters Score -1021794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1021801.937500 Penalty: 4567.981445
	Iteration 52Q: 3 clusters Score -1021802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1021807.750000 Penalty: 4567.981445
	Iteration 53Q: 3 clusters Score -1021808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1021814.687500 Penalty: 4567.981445
	Iteration 54Q: 3 clusters Score -1021815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1021826.125000 Penalty: 4567.981445
	Iteration 55Q: 3 clusters Score -1021826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1021834.937500 Penalty: 4567.981445
	Iteration 56Q: 3 clusters Score -1021835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1021846.937500 Penalty: 4567.981445
	Iteration 57Q: 3 clusters Score -1021847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1021865.000000 Penalty: 4567.981445
	Iteration 58Q: 3 clusters Score -1021865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1021877.625000 Penalty: 4567.981445
	Iteration 59Q: 3 clusters Score -1021878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1021883.562500 Penalty: 4567.981445
	Iteration 60F: 3 clusters Score -1021884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1021889.000000 Penalty: 4567.981445
	Iteration 61Q: 3 clusters Score -1021889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1021897.937500 Penalty: 4567.981445
	Iteration 62Q: 3 clusters Score -1021898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1021908.312500 Penalty: 4567.981445
	Iteration 63Q: 3 clusters Score -1021908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1021926.187500 Penalty: 4567.981445
	Iteration 64Q: 3 clusters Score -1021926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1021939.875000 Penalty: 4567.981445
	Iteration 65Q: 3 clusters Score -1021940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1021951.562500 Penalty: 4567.981445
	Iteration 66Q: 3 clusters Score -1021952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1021965.875000 Penalty: 4567.981445
	Iteration 67Q: 3 clusters Score -1021966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1021979.437500 Penalty: 4567.981445
	Iteration 68Q: 3 clusters Score -1021979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1021992.750000 Penalty: 4567.981445
	Iteration 69Q: 3 clusters Score -1021993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1022008.125000 Penalty: 4567.981445
	Iteration 70Q: 3 clusters Score -1022008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1022021.187500 Penalty: 4567.981445
	Iteration 71Q: 3 clusters Score -1022021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1022036.187500 Penalty: 4567.981445
	Iteration 72Q: 3 clusters Score -1022036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1022051.312500 Penalty: 4567.981445
	Iteration 73Q: 3 clusters Score -1022051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1022067.000000 Penalty: 4567.981445
	Iteration 74Q: 3 clusters Score -1022067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1022083.000000 Penalty: 4567.981445
	Iteration 75Q: 3 clusters Score -1022083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1022094.562500 Penalty: 4567.981445
	Iteration 76Q: 3 clusters Score -1022095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1022106.937500 Penalty: 4567.981445
	Iteration 77Q: 3 clusters Score -1022107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1022121.062500 Penalty: 4567.981445
	Iteration 78Q: 3 clusters Score -1022121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1022124.437500 Penalty: 4567.981445
	Iteration 79Q: 3 clusters Score -1022124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1022130.937500 Penalty: 4567.981445
	Iteration 80F: 3 clusters Score -1022131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1022140.937500 Penalty: 4567.981445
	Iteration 81Q: 3 clusters Score -1022141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1022158.625000 Penalty: 4567.981445
	Iteration 82Q: 3 clusters Score -1022159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1022171.812500 Penalty: 4567.981445
	Iteration 83Q: 3 clusters Score -1022172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1022186.062500 Penalty: 4567.981445
	Iteration 84Q: 3 clusters Score -1022186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1022197.250000 Penalty: 4567.981445
	Iteration 85Q: 3 clusters Score -1022197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1022216.687500 Penalty: 4567.981445
	Iteration 86Q: 3 clusters Score -1022217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1022238.250000 Penalty: 4567.981445
	Iteration 87Q: 3 clusters Score -1022238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1022245.937500 Penalty: 4567.981445
	Iteration 88Q: 3 clusters Score -1022246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1022251.875000 Penalty: 4567.981445
	Iteration 89Q: 3 clusters Score -1022252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1022258.125000 Penalty: 4567.981445
	Iteration 90Q: 3 clusters Score -1022258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1022260.812500 Penalty: 4567.981445
	Iteration 91Q: 3 clusters Score -1022261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1022261.750000 Penalty: 4567.981445
	Iteration 92Q: 3 clusters Score -1022262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1022264.625000 Penalty: 4567.981445
	Iteration 93Q: 3 clusters Score -1022265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1022265.375000 Penalty: 4567.981445
	Iteration 94Q: 3 clusters Score -1022265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1022268.062500 Penalty: 4567.981445
	Iteration 95Q: 3 clusters Score -1022268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1022269.750000 Penalty: 4567.981445
	Iteration 96Q: 3 clusters Score -1022270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1022270.000000 Penalty: 4567.981445
	Iteration 97Q: 3 clusters Score -1022270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1022271.187500 Penalty: 4567.981445
	Iteration 98Q: 3 clusters Score -1022271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1022274.000000 Penalty: 4567.981445
	Iteration 99Q: 3 clusters Score -1022274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1022271.500000 Penalty: 4567.981445
	Iteration 100F: 3 clusters Score -1022272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1022274.312500 Penalty: 4567.981445
	Iteration 101Q: 3 clusters Score -1022274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1022278.187500 Penalty: 4567.981445
	Iteration 102Q: 3 clusters Score -1022278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1022276.750000 Penalty: 4567.981445
	Iteration 103Q: 3 clusters Score -1022277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1022277.937500 Penalty: 4567.981445
	Iteration 104Q: 3 clusters Score -1022278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1022277.625000 Penalty: 4567.981445
	Iteration 105Q: 3 clusters Score -1022278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1022280.750000 Penalty: 4567.981445
	Iteration 106Q: 3 clusters Score -1022281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1022277.875000 Penalty: 4567.981445
	Iteration 107Q: 3 clusters Score -1022278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1022279.562500 Penalty: 4567.981445
	Iteration 108Q: 3 clusters Score -1022280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1022279.562500 Penalty: 4567.981445
	Iteration 109F: 3 clusters Score -1022280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -374980.156250 Penalty: 2031.139038
	Iteration 0F: 2 clusters Score -374980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -371357.718750 Penalty: 4062.278076
	Iteration 0F: 3 clusters Score -371357.7 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -372504.062500 Penalty: 4062.278076
	Iteration 1F: 3 clusters Score -372504.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -372913.625000 Penalty: 4062.278076
	Iteration 2F: 3 clusters Score -372913.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -373240.843750 Penalty: 4062.278076
	Iteration 3F: 3 clusters Score -373240.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -373482.687500 Penalty: 4062.278076
	Iteration 4F: 3 clusters Score -373482.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -373675.656250 Penalty: 4062.278076
	Iteration 5Q: 3 clusters Score -373675.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -373797.625000 Penalty: 4062.278076
	Iteration 6Q: 3 clusters Score -373797.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -373898.062500 Penalty: 4062.278076
	Iteration 7Q: 3 clusters Score -373898.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -373963.218750 Penalty: 4062.278076
	Iteration 8Q: 3 clusters Score -373963.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -373996.781250 Penalty: 4062.278076
	Iteration 9Q: 3 clusters Score -373996.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -374026.062500 Penalty: 4062.278076
	Iteration 10Q: 3 clusters Score -374026.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -374049.843750 Penalty: 4062.278076
	Iteration 11Q: 3 clusters Score -374049.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -374067.437500 Penalty: 4062.278076
	Iteration 12Q: 3 clusters Score -374067.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -374086.343750 Penalty: 4062.278076
	Iteration 13Q: 3 clusters Score -374086.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374102.656250 Penalty: 4062.278076
	Iteration 14Q: 3 clusters Score -374102.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -374116.906250 Penalty: 4062.278076
	Iteration 15Q: 3 clusters Score -374116.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -374129.468750 Penalty: 4062.278076
	Iteration 16Q: 3 clusters Score -374129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -374141.718750 Penalty: 4062.278076
	Iteration 17Q: 3 clusters Score -374141.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -374152.312500 Penalty: 4062.278076
	Iteration 18Q: 3 clusters Score -374152.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -374159.156250 Penalty: 4062.278076
	Iteration 19Q: 3 clusters Score -374159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -374161.937500 Penalty: 4062.278076
	Iteration 20F: 3 clusters Score -374161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -374168.781250 Penalty: 4062.278076
	Iteration 21Q: 3 clusters Score -374168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -374178.718750 Penalty: 4062.278076
	Iteration 22Q: 3 clusters Score -374178.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -374186.250000 Penalty: 4062.278076
	Iteration 23Q: 3 clusters Score -374186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -374190.125000 Penalty: 4062.278076
	Iteration 24Q: 3 clusters Score -374190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -374196.187500 Penalty: 4062.278076
	Iteration 25Q: 3 clusters Score -374196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -374200.281250 Penalty: 4062.278076
	Iteration 26Q: 3 clusters Score -374200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -374203.625000 Penalty: 4062.278076
	Iteration 27Q: 3 clusters Score -374203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -374207.250000 Penalty: 4062.278076
	Iteration 28Q: 3 clusters Score -374207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -374209.843750 Penalty: 4062.278076
	Iteration 29Q: 3 clusters Score -374209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -374213.687500 Penalty: 4062.278076
	Iteration 30Q: 3 clusters Score -374213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -374214.500000 Penalty: 4062.278076
	Iteration 31Q: 3 clusters Score -374214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -374214.906250 Penalty: 4062.278076
	Iteration 32Q: 3 clusters Score -374214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -374217.406250 Penalty: 4062.278076
	Iteration 33Q: 3 clusters Score -374217.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -374221.562500 Penalty: 4062.278076
	Iteration 34Q: 3 clusters Score -374221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -374223.156250 Penalty: 4062.278076
	Iteration 35Q: 3 clusters Score -374223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -374223.625000 Penalty: 4062.278076
	Iteration 36Q: 3 clusters Score -374223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -374224.093750 Penalty: 4062.278076
	Iteration 37Q: 3 clusters Score -374224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -374224.562500 Penalty: 4062.278076
	Iteration 38Q: 3 clusters Score -374224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -374225.593750 Penalty: 4062.278076
	Iteration 39Q: 3 clusters Score -374225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -374227.031250 Penalty: 4062.278076
	Iteration 40F: 3 clusters Score -374227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -374227.781250 Penalty: 4062.278076
	Iteration 41Q: 3 clusters Score -374227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -374228.812500 Penalty: 4062.278076
	Iteration 42Q: 3 clusters Score -374228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -374229.750000 Penalty: 4062.278076
	Iteration 43Q: 3 clusters Score -374229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -374229.968750 Penalty: 4062.278076
	Iteration 44Q: 3 clusters Score -374230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -374229.968750 Penalty: 4062.278076
	Iteration 45F: 3 clusters Score -374230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (173484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Entering Unmasked Estep 
Score: -18401286.000000 Penalty: 2991.832520
	Iteration 0F: 2 clusters Score -1.840129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -18285146.000000 Penalty: 5983.665039
	Iteration 0F: 3 clusters Score -1.828515e+07 nChanged 83304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -18334532.000000 Penalty: 5983.665039
	Iteration 1F: 3 clusters Score -1.833453e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -18336472.000000 Penalty: 5983.665039
	Iteration 2Q: 3 clusters Score -1.833647e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -18339116.000000 Penalty: 5983.665039
	Iteration 3Q: 3 clusters Score -1.833912e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -18343246.000000 Penalty: 5983.665039
	Iteration 4F: 3 clusters Score -1.834325e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -18349032.000000 Penalty: 5983.665039
	Iteration 5F: 3 clusters Score -1.834903e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -18356764.000000 Penalty: 5983.665039
	Iteration 6F: 3 clusters Score -1.835676e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132443 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -18366152.000000 Penalty: 5983.665039
	Iteration 7F: 3 clusters Score -1.836615e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144103 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -18375868.000000 Penalty: 5983.665039
	Iteration 8F: 3 clusters Score -1.837587e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -18384286.000000 Penalty: 5983.665039
	Iteration 9F: 3 clusters Score -1.838429e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162023 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -18390828.000000 Penalty: 5983.665039
	Iteration 10Q: 3 clusters Score -1.839083e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -18394914.000000 Penalty: 5983.665039
	Iteration 11Q: 3 clusters Score -1.839491e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -18396770.000000 Penalty: 5983.665039
	Iteration 12Q: 3 clusters Score -1.839677e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -18397742.000000 Penalty: 5983.665039
	Iteration 13Q: 3 clusters Score -1.839774e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18398132.000000 Penalty: 5983.665039
	Iteration 14Q: 3 clusters Score -1.839813e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171971 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -18398436.000000 Penalty: 5983.665039
	Iteration 15Q: 3 clusters Score -1.839844e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172171 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -18398552.000000 Penalty: 5983.665039
	Iteration 16Q: 3 clusters Score -1.839855e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172301 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -18398662.000000 Penalty: 5983.665039
	Iteration 17Q: 3 clusters Score -1.839866e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172391 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18398730.000000 Penalty: 5983.665039
	Iteration 18Q: 3 clusters Score -1.839873e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18398778.000000 Penalty: 5983.665039
	Iteration 19Q: 3 clusters Score -1.839878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18398792.000000 Penalty: 5983.665039
	Iteration 20F: 3 clusters Score -1.839879e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172507 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -18398826.000000 Penalty: 5983.665039
	Iteration 21Q: 3 clusters Score -1.839883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18398850.000000 Penalty: 5983.665039
	Iteration 22Q: 3 clusters Score -1.839885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172543 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18398870.000000 Penalty: 5983.665039
	Iteration 23Q: 3 clusters Score -1.839887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18398866.000000 Penalty: 5983.665039
	Iteration 24Q: 3 clusters Score -1.839887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18398862.000000 Penalty: 5983.665039
	Iteration 25Q: 3 clusters Score -1.839886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18398876.000000 Penalty: 5983.665039
	Iteration 26Q: 3 clusters Score -1.839888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172581 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18398878.000000 Penalty: 5983.665039
	Iteration 27Q: 3 clusters Score -1.839888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -18398888.000000 Penalty: 5983.665039
	Iteration 28Q: 3 clusters Score -1.839889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18398880.000000 Penalty: 5983.665039
	Iteration 29Q: 3 clusters Score -1.839888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172615 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -18398886.000000 Penalty: 5983.665039
	Iteration 30Q: 3 clusters Score -1.839889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18398884.000000 Penalty: 5983.665039
	Iteration 31Q: 3 clusters Score -1.839888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18398900.000000 Penalty: 5983.665039
	Iteration 32Q: 3 clusters Score -1.83989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18398910.000000 Penalty: 5983.665039
	Iteration 33Q: 3 clusters Score -1.839891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -18398920.000000 Penalty: 5983.665039
	Iteration 34Q: 3 clusters Score -1.839892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -18398922.000000 Penalty: 5983.665039
	Iteration 35Q: 3 clusters Score -1.839892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172649 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18398934.000000 Penalty: 5983.665039
	Iteration 36Q: 3 clusters Score -1.839893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18398938.000000 Penalty: 5983.665039
	Iteration 37Q: 3 clusters Score -1.839894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18398942.000000 Penalty: 5983.665039
	Iteration 38Q: 3 clusters Score -1.839894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18398940.000000 Penalty: 5983.665039
	Iteration 39Q: 3 clusters Score -1.839894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172655 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -18398952.000000 Penalty: 5983.665039
	Iteration 40F: 3 clusters Score -1.839895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18398946.000000 Penalty: 5983.665039
	Iteration 41Q: 3 clusters Score -1.839895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172656 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18398946.000000 Penalty: 5983.665039
	Iteration 42F: 3 clusters Score -1.839895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -558663.875000 Penalty: 2129.367676
	Iteration 0F: 2 clusters Score -558663.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -553959.312500 Penalty: 4258.735352
	Iteration 0F: 3 clusters Score -553959.3 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -555241.562500 Penalty: 4258.735352
	Iteration 1F: 3 clusters Score -555241.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -555564.500000 Penalty: 4258.735352
	Iteration 2F: 3 clusters Score -555564.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -555765.125000 Penalty: 4258.735352
	Iteration 3F: 3 clusters Score -555765.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -555931.312500 Penalty: 4258.735352
	Iteration 4Q: 3 clusters Score -555931.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -556141.562500 Penalty: 4258.735352
	Iteration 5Q: 3 clusters Score -556141.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -556405.312500 Penalty: 4258.735352
	Iteration 6F: 3 clusters Score -556405.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -556659.187500 Penalty: 4258.735352
	Iteration 7Q: 3 clusters Score -556659.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -556883.250000 Penalty: 4258.735352
	Iteration 8Q: 3 clusters Score -556883.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -557092.562500 Penalty: 4258.735352
	Iteration 9Q: 3 clusters Score -557092.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -557267.062500 Penalty: 4258.735352
	Iteration 10Q: 3 clusters Score -557267.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -557390.812500 Penalty: 4258.735352
	Iteration 11Q: 3 clusters Score -557390.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -557486.687500 Penalty: 4258.735352
	Iteration 12Q: 3 clusters Score -557486.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -557545.000000 Penalty: 4258.735352
	Iteration 13Q: 3 clusters Score -557545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -557583.375000 Penalty: 4258.735352
	Iteration 14Q: 3 clusters Score -557583.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -557612.750000 Penalty: 4258.735352
	Iteration 15Q: 3 clusters Score -557612.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -557629.250000 Penalty: 4258.735352
	Iteration 16Q: 3 clusters Score -557629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -557635.875000 Penalty: 4258.735352
	Iteration 17Q: 3 clusters Score -557635.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -557647.125000 Penalty: 4258.735352
	Iteration 18Q: 3 clusters Score -557647.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -557656.000000 Penalty: 4258.735352
	Iteration 19Q: 3 clusters Score -557656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -557669.625000 Penalty: 4258.735352
	Iteration 20F: 3 clusters Score -557669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -557678.812500 Penalty: 4258.735352
	Iteration 21Q: 3 clusters Score -557678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -557686.000000 Penalty: 4258.735352
	Iteration 22Q: 3 clusters Score -557686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -557690.937500 Penalty: 4258.735352
	Iteration 23Q: 3 clusters Score -557690.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -557695.250000 Penalty: 4258.735352
	Iteration 24Q: 3 clusters Score -557695.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -557697.500000 Penalty: 4258.735352
	Iteration 25Q: 3 clusters Score -557697.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -557702.312500 Penalty: 4258.735352
	Iteration 26Q: 3 clusters Score -557702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -557708.937500 Penalty: 4258.735352
	Iteration 27Q: 3 clusters Score -557708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -557714.000000 Penalty: 4258.735352
	Iteration 28Q: 3 clusters Score -557714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -557717.000000 Penalty: 4258.735352
	Iteration 29Q: 3 clusters Score -557717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -557719.312500 Penalty: 4258.735352
	Iteration 30Q: 3 clusters Score -557719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -557720.250000 Penalty: 4258.735352
	Iteration 31Q: 3 clusters Score -557720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -557722.062500 Penalty: 4258.735352
	Iteration 32Q: 3 clusters Score -557722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -557725.437500 Penalty: 4258.735352
	Iteration 33Q: 3 clusters Score -557725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -557726.000000 Penalty: 4258.735352
	Iteration 34Q: 3 clusters Score -557726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -557730.625000 Penalty: 4258.735352
	Iteration 35Q: 3 clusters Score -557730.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -557732.250000 Penalty: 4258.735352
	Iteration 36Q: 3 clusters Score -557732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -557733.750000 Penalty: 4258.735352
	Iteration 37Q: 3 clusters Score -557733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -557734.375000 Penalty: 4258.735352
	Iteration 38Q: 3 clusters Score -557734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -557734.687500 Penalty: 4258.735352
	Iteration 39Q: 3 clusters Score -557734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -557737.000000 Penalty: 4258.735352
	Iteration 40F: 3 clusters Score -557737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -557738.437500 Penalty: 4258.735352
	Iteration 41Q: 3 clusters Score -557738.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -557744.687500 Penalty: 4258.735352
	Iteration 42Q: 3 clusters Score -557744.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -557757.187500 Penalty: 4258.735352
	Iteration 43Q: 3 clusters Score -557757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -557780.437500 Penalty: 4258.735352
	Iteration 44Q: 3 clusters Score -557780.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -557804.937500 Penalty: 4258.735352
	Iteration 45Q: 3 clusters Score -557804.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -557822.687500 Penalty: 4258.735352
	Iteration 46Q: 3 clusters Score -557822.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -557834.125000 Penalty: 4258.735352
	Iteration 47Q: 3 clusters Score -557834.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -557842.312500 Penalty: 4258.735352
	Iteration 48Q: 3 clusters Score -557842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -557850.625000 Penalty: 4258.735352
	Iteration 49Q: 3 clusters Score -557850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -557856.562500 Penalty: 4258.735352
	Iteration 50Q: 3 clusters Score -557856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -557859.000000 Penalty: 4258.735352
	Iteration 51Q: 3 clusters Score -557859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -557863.312500 Penalty: 4258.735352
	Iteration 52Q: 3 clusters Score -557863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -557866.062500 Penalty: 4258.735352
	Iteration 53Q: 3 clusters Score -557866.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -557869.437500 Penalty: 4258.735352
	Iteration 54Q: 3 clusters Score -557869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -557870.625000 Penalty: 4258.735352
	Iteration 55Q: 3 clusters Score -557870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -557873.062500 Penalty: 4258.735352
	Iteration 56Q: 3 clusters Score -557873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -557872.375000 Penalty: 4258.735352
	Iteration 57Q: 3 clusters Score -557872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -557872.625000 Penalty: 4258.735352
	Iteration 58Q: 3 clusters Score -557872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -557872.625000 Penalty: 4258.735352
	Iteration 59F: 3 clusters Score -557872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (127470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Entering Unmasked Estep 
Score: -14798288.000000 Penalty: 2915.397705
	Iteration 0F: 2 clusters Score -1.479829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -14713063.000000 Penalty: 5830.795410
	Iteration 0F: 3 clusters Score -1.471306e+07 nChanged 60435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -14747543.000000 Penalty: 5830.795410
	Iteration 1F: 3 clusters Score -1.474754e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -14749027.000000 Penalty: 5830.795410
	Iteration 2Q: 3 clusters Score -1.474903e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -14751092.000000 Penalty: 5830.795410
	Iteration 3Q: 3 clusters Score -1.475109e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -14754210.000000 Penalty: 5830.795410
	Iteration 4F: 3 clusters Score -1.475421e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -14759225.000000 Penalty: 5830.795410
	Iteration 5F: 3 clusters Score -1.475922e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -14766456.000000 Penalty: 5830.795410
	Iteration 6F: 3 clusters Score -1.476646e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -14775506.000000 Penalty: 5830.795410
	Iteration 7F: 3 clusters Score -1.477551e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -14783893.000000 Penalty: 5830.795410
	Iteration 8F: 3 clusters Score -1.478389e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -14789644.000000 Penalty: 5830.795410
	Iteration 9Q: 3 clusters Score -1.478964e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -14792641.000000 Penalty: 5830.795410
	Iteration 10Q: 3 clusters Score -1.479264e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -14794125.000000 Penalty: 5830.795410
	Iteration 11Q: 3 clusters Score -1.479412e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -14794902.000000 Penalty: 5830.795410
	Iteration 12Q: 3 clusters Score -1.47949e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -14795291.000000 Penalty: 5830.795410
	Iteration 13Q: 3 clusters Score -1.479529e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -14795591.000000 Penalty: 5830.795410
	Iteration 14Q: 3 clusters Score -1.479559e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 125597 members 
Entering Unmasked Estep 
Score: -14795775.000000 Penalty: 5830.795410
	Iteration 15Q: 3 clusters Score -1.479578e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -14795897.000000 Penalty: 5830.795410
	Iteration 16Q: 3 clusters Score -1.47959e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -14796017.000000 Penalty: 5830.795410
	Iteration 17Q: 3 clusters Score -1.479602e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 126069 members 
Entering Unmasked Estep 
Score: -14796086.000000 Penalty: 5830.795410
	Iteration 18Q: 3 clusters Score -1.479609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -14796103.000000 Penalty: 5830.795410
	Iteration 19Q: 3 clusters Score -1.47961e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 126223 members 
Entering Unmasked Estep 
Score: -14796126.000000 Penalty: 5830.795410
	Iteration 20F: 3 clusters Score -1.479613e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 126274 members 
Entering Unmasked Estep 
Score: -14796141.000000 Penalty: 5830.795410
	Iteration 21Q: 3 clusters Score -1.479614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -14796168.000000 Penalty: 5830.795410
	Iteration 22Q: 3 clusters Score -1.479617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 126320 members 
Entering Unmasked Estep 
Score: -14796192.000000 Penalty: 5830.795410
	Iteration 23Q: 3 clusters Score -1.479619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
Score: -14796188.000000 Penalty: 5830.795410
	Iteration 24Q: 3 clusters Score -1.479619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 126351 members 
Entering Unmasked Estep 
Score: -14796186.000000 Penalty: 5830.795410
	Iteration 25Q: 3 clusters Score -1.479619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -14796207.000000 Penalty: 5830.795410
	Iteration 26Q: 3 clusters Score -1.479621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -14796208.000000 Penalty: 5830.795410
	Iteration 27Q: 3 clusters Score -1.479621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -14796207.000000 Penalty: 5830.795410
	Iteration 28Q: 3 clusters Score -1.479621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -14796218.000000 Penalty: 5830.795410
	Iteration 29Q: 3 clusters Score -1.479622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 126390 members 
Entering Unmasked Estep 
Score: -14796215.000000 Penalty: 5830.795410
	Iteration 30Q: 3 clusters Score -1.479622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -14796223.000000 Penalty: 5830.795410
	Iteration 31Q: 3 clusters Score -1.479622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -14796230.000000 Penalty: 5830.795410
	Iteration 32Q: 3 clusters Score -1.479623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 126398 members 
Entering Unmasked Estep 
Score: -14796243.000000 Penalty: 5830.795410
	Iteration 33Q: 3 clusters Score -1.479624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -14796245.000000 Penalty: 5830.795410
	Iteration 34Q: 3 clusters Score -1.479624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -14796245.000000 Penalty: 5830.795410
	Iteration 35F: 3 clusters Score -1.479624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Entering Unmasked Estep 
Score: -4072386.000000 Penalty: 2600.114746
	Iteration 0F: 2 clusters Score -4072386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4048177.500000 Penalty: 5200.229492
	Iteration 0F: 3 clusters Score -4048178 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4057362.250000 Penalty: 5200.229492
	Iteration 1F: 3 clusters Score -4057362 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4058208.250000 Penalty: 5200.229492
	Iteration 2F: 3 clusters Score -4058208 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4059078.000000 Penalty: 5200.229492
	Iteration 3F: 3 clusters Score -4059078 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4060139.750000 Penalty: 5200.229492
	Iteration 4F: 3 clusters Score -4060140 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4061323.250000 Penalty: 5200.229492
	Iteration 5F: 3 clusters Score -4061323 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4062411.500000 Penalty: 5200.229492
	Iteration 6F: 3 clusters Score -4062412 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4063381.750000 Penalty: 5200.229492
	Iteration 7F: 3 clusters Score -4063382 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4064122.000000 Penalty: 5200.229492
	Iteration 8Q: 3 clusters Score -4064122 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4064700.750000 Penalty: 5200.229492
	Iteration 9Q: 3 clusters Score -4064701 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4065190.500000 Penalty: 5200.229492
	Iteration 10Q: 3 clusters Score -4065190 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4065605.750000 Penalty: 5200.229492
	Iteration 11Q: 3 clusters Score -4065606 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4065924.750000 Penalty: 5200.229492
	Iteration 12Q: 3 clusters Score -4065925 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4066200.250000 Penalty: 5200.229492
	Iteration 13Q: 3 clusters Score -4066200 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4066497.250000 Penalty: 5200.229492
	Iteration 14Q: 3 clusters Score -4066497 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4066749.500000 Penalty: 5200.229492
	Iteration 15Q: 3 clusters Score -4066750 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -4066987.250000 Penalty: 5200.229492
	Iteration 16Q: 3 clusters Score -4066987 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4067201.000000 Penalty: 5200.229492
	Iteration 17Q: 3 clusters Score -4067201 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4067398.500000 Penalty: 5200.229492
	Iteration 18Q: 3 clusters Score -4067398 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4067610.500000 Penalty: 5200.229492
	Iteration 19Q: 3 clusters Score -4067610 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4067853.000000 Penalty: 5200.229492
	Iteration 20F: 3 clusters Score -4067853 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4068071.500000 Penalty: 5200.229492
	Iteration 21Q: 3 clusters Score -4068072 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -4068266.000000 Penalty: 5200.229492
	Iteration 22Q: 3 clusters Score -4068266 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4068530.750000 Penalty: 5200.229492
	Iteration 23Q: 3 clusters Score -4068531 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4068734.750000 Penalty: 5200.229492
	Iteration 24Q: 3 clusters Score -4068735 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4068956.750000 Penalty: 5200.229492
	Iteration 25Q: 3 clusters Score -4068957 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4069139.750000 Penalty: 5200.229492
	Iteration 26Q: 3 clusters Score -4069140 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4069296.500000 Penalty: 5200.229492
	Iteration 27Q: 3 clusters Score -4069296 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4069470.000000 Penalty: 5200.229492
	Iteration 28Q: 3 clusters Score -4069470 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4069573.750000 Penalty: 5200.229492
	Iteration 29Q: 3 clusters Score -4069574 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4069702.750000 Penalty: 5200.229492
	Iteration 30Q: 3 clusters Score -4069703 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4069788.250000 Penalty: 5200.229492
	Iteration 31Q: 3 clusters Score -4069788 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4069859.250000 Penalty: 5200.229492
	Iteration 32Q: 3 clusters Score -4069859 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4069930.250000 Penalty: 5200.229492
	Iteration 33Q: 3 clusters Score -4069930 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4069993.250000 Penalty: 5200.229492
	Iteration 34Q: 3 clusters Score -4069993 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4070043.250000 Penalty: 5200.229492
	Iteration 35Q: 3 clusters Score -4070043 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4070084.500000 Penalty: 5200.229492
	Iteration 36Q: 3 clusters Score -4070084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4070124.500000 Penalty: 5200.229492
	Iteration 37Q: 3 clusters Score -4070124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4070159.500000 Penalty: 5200.229492
	Iteration 38Q: 3 clusters Score -4070160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4070169.250000 Penalty: 5200.229492
	Iteration 39Q: 3 clusters Score -4070169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4070172.500000 Penalty: 5200.229492
	Iteration 40F: 3 clusters Score -4070172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4070193.750000 Penalty: 5200.229492
	Iteration 41Q: 3 clusters Score -4070194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4070206.250000 Penalty: 5200.229492
	Iteration 42Q: 3 clusters Score -4070206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4070219.250000 Penalty: 5200.229492
	Iteration 43Q: 3 clusters Score -4070219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4070227.250000 Penalty: 5200.229492
	Iteration 44Q: 3 clusters Score -4070227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4070227.000000 Penalty: 5200.229492
	Iteration 45Q: 3 clusters Score -4070227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4070229.000000 Penalty: 5200.229492
	Iteration 46Q: 3 clusters Score -4070229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4070245.000000 Penalty: 5200.229492
	Iteration 47Q: 3 clusters Score -4070245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4070253.000000 Penalty: 5200.229492
	Iteration 48Q: 3 clusters Score -4070253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4070254.750000 Penalty: 5200.229492
	Iteration 49Q: 3 clusters Score -4070255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4070263.750000 Penalty: 5200.229492
	Iteration 50Q: 3 clusters Score -4070264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4070270.750000 Penalty: 5200.229492
	Iteration 51Q: 3 clusters Score -4070271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4070284.750000 Penalty: 5200.229492
	Iteration 52Q: 3 clusters Score -4070285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4070293.250000 Penalty: 5200.229492
	Iteration 53Q: 3 clusters Score -4070293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4070303.500000 Penalty: 5200.229492
	Iteration 54Q: 3 clusters Score -4070304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4070309.000000 Penalty: 5200.229492
	Iteration 55Q: 3 clusters Score -4070309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4070315.000000 Penalty: 5200.229492
	Iteration 56Q: 3 clusters Score -4070315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4070319.500000 Penalty: 5200.229492
	Iteration 57Q: 3 clusters Score -4070320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4070320.000000 Penalty: 5200.229492
	Iteration 58Q: 3 clusters Score -4070320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4070325.250000 Penalty: 5200.229492
	Iteration 59Q: 3 clusters Score -4070325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4070335.000000 Penalty: 5200.229492
	Iteration 60F: 3 clusters Score -4070335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4070339.250000 Penalty: 5200.229492
	Iteration 61Q: 3 clusters Score -4070339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4070346.750000 Penalty: 5200.229492
	Iteration 62Q: 3 clusters Score -4070347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4070354.250000 Penalty: 5200.229492
	Iteration 63Q: 3 clusters Score -4070354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4070360.000000 Penalty: 5200.229492
	Iteration 64Q: 3 clusters Score -4070360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4070359.250000 Penalty: 5200.229492
	Iteration 65Q: 3 clusters Score -4070359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4070357.500000 Penalty: 5200.229492
	Iteration 66Q: 3 clusters Score -4070358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4070361.750000 Penalty: 5200.229492
	Iteration 67Q: 3 clusters Score -4070362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4070368.750000 Penalty: 5200.229492
	Iteration 68Q: 3 clusters Score -4070369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4070378.000000 Penalty: 5200.229492
	Iteration 69Q: 3 clusters Score -4070378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4070376.250000 Penalty: 5200.229492
	Iteration 70Q: 3 clusters Score -4070376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4070384.500000 Penalty: 5200.229492
	Iteration 71Q: 3 clusters Score -4070384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4070381.500000 Penalty: 5200.229492
	Iteration 72Q: 3 clusters Score -4070382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4070383.000000 Penalty: 5200.229492
	Iteration 73Q: 3 clusters Score -4070383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4070384.750000 Penalty: 5200.229492
	Iteration 74Q: 3 clusters Score -4070385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4070389.000000 Penalty: 5200.229492
	Iteration 75Q: 3 clusters Score -4070389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4070386.000000 Penalty: 5200.229492
	Iteration 76Q: 3 clusters Score -4070386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4070382.750000 Penalty: 5200.229492
	Iteration 77Q: 3 clusters Score -4070383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4070386.000000 Penalty: 5200.229492
	Iteration 78Q: 3 clusters Score -4070386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4070390.500000 Penalty: 5200.229492
	Iteration 79Q: 3 clusters Score -4070390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4070391.750000 Penalty: 5200.229492
	Iteration 80F: 3 clusters Score -4070392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -4070392.250000 Penalty: 5200.229492
	Iteration 81Q: 3 clusters Score -4070392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4070392.000000 Penalty: 5200.229492
	Iteration 82Q: 3 clusters Score -4070392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4070390.250000 Penalty: 5200.229492
	Iteration 83Q: 3 clusters Score -4070390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4070393.500000 Penalty: 5200.229492
	Iteration 84Q: 3 clusters Score -4070394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4070393.500000 Penalty: 5200.229492
	Iteration 85F: 3 clusters Score -4070394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -291603.437500 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -291603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -288565.125000 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -288565.1 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289427.062500 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -289427.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -289718.531250 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -289718.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289922.468750 Penalty: 3920.366943
	Iteration 3F: 3 clusters Score -289922.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290080.406250 Penalty: 3920.366943
	Iteration 4F: 3 clusters Score -290080.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290234.281250 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -290234.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -290341.375000 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -290341.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -290398.531250 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -290398.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -290442.031250 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -290442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -290471.562500 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -290471.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -290495.187500 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -290495.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -290515.125000 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -290515.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -290538.218750 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -290538.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290563.187500 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -290563.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290582.406250 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -290582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -290592.531250 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -290592.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -290600.562500 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -290600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290604.125000 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -290604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290607.937500 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -290607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -290612.000000 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -290612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290616.218750 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -290616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290618.218750 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -290618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -290620.093750 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -290620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -290623.281250 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -290623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290626.562500 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -290626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290629.625000 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -290629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290630.437500 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -290630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290631.281250 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -290631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290631.281250 Penalty: 3920.366943
	Iteration 28F: 3 clusters Score -290631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Entering Unmasked Estep 
Score: -1128672.125000 Penalty: 2288.198730
	Iteration 0F: 2 clusters Score -1128672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1120975.750000 Penalty: 4576.397461
	Iteration 0F: 3 clusters Score -1120976 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1123599.375000 Penalty: 4576.397461
	Iteration 1F: 3 clusters Score -1123599 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1124342.625000 Penalty: 4576.397461
	Iteration 2F: 3 clusters Score -1124343 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1125087.750000 Penalty: 4576.397461
	Iteration 3F: 3 clusters Score -1125088 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1125766.750000 Penalty: 4576.397461
	Iteration 4F: 3 clusters Score -1125767 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1126166.375000 Penalty: 4576.397461
	Iteration 5F: 3 clusters Score -1126166 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1126413.375000 Penalty: 4576.397461
	Iteration 6Q: 3 clusters Score -1126413 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1126554.125000 Penalty: 4576.397461
	Iteration 7Q: 3 clusters Score -1126554 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1126652.875000 Penalty: 4576.397461
	Iteration 8Q: 3 clusters Score -1126653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1126724.250000 Penalty: 4576.397461
	Iteration 9Q: 3 clusters Score -1126724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1126771.000000 Penalty: 4576.397461
	Iteration 10Q: 3 clusters Score -1126771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1126813.500000 Penalty: 4576.397461
	Iteration 11Q: 3 clusters Score -1126814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1126848.625000 Penalty: 4576.397461
	Iteration 12Q: 3 clusters Score -1126849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1126868.250000 Penalty: 4576.397461
	Iteration 13Q: 3 clusters Score -1126868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1126886.250000 Penalty: 4576.397461
	Iteration 14Q: 3 clusters Score -1126886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1126904.625000 Penalty: 4576.397461
	Iteration 15Q: 3 clusters Score -1126905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1126915.750000 Penalty: 4576.397461
	Iteration 16Q: 3 clusters Score -1126916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1126929.875000 Penalty: 4576.397461
	Iteration 17Q: 3 clusters Score -1126930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1126945.750000 Penalty: 4576.397461
	Iteration 18Q: 3 clusters Score -1126946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1126960.750000 Penalty: 4576.397461
	Iteration 19Q: 3 clusters Score -1126961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1126976.625000 Penalty: 4576.397461
	Iteration 20F: 3 clusters Score -1126977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1126988.250000 Penalty: 4576.397461
	Iteration 21Q: 3 clusters Score -1126988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1126999.125000 Penalty: 4576.397461
	Iteration 22Q: 3 clusters Score -1126999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1127013.500000 Penalty: 4576.397461
	Iteration 23Q: 3 clusters Score -1127014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1127023.500000 Penalty: 4576.397461
	Iteration 24Q: 3 clusters Score -1127024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1127033.625000 Penalty: 4576.397461
	Iteration 25Q: 3 clusters Score -1127034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1127042.875000 Penalty: 4576.397461
	Iteration 26Q: 3 clusters Score -1127043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1127049.000000 Penalty: 4576.397461
	Iteration 27Q: 3 clusters Score -1127049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1127056.375000 Penalty: 4576.397461
	Iteration 28Q: 3 clusters Score -1127056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1127065.375000 Penalty: 4576.397461
	Iteration 29Q: 3 clusters Score -1127065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1127072.500000 Penalty: 4576.397461
	Iteration 30Q: 3 clusters Score -1127072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1127076.625000 Penalty: 4576.397461
	Iteration 31Q: 3 clusters Score -1127077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1127082.875000 Penalty: 4576.397461
	Iteration 32Q: 3 clusters Score -1127083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1127092.875000 Penalty: 4576.397461
	Iteration 33Q: 3 clusters Score -1127093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1127097.125000 Penalty: 4576.397461
	Iteration 34Q: 3 clusters Score -1127097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1127101.375000 Penalty: 4576.397461
	Iteration 35Q: 3 clusters Score -1127101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1127109.375000 Penalty: 4576.397461
	Iteration 36Q: 3 clusters Score -1127109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1127117.000000 Penalty: 4576.397461
	Iteration 37Q: 3 clusters Score -1127117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1127127.250000 Penalty: 4576.397461
	Iteration 38Q: 3 clusters Score -1127127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1127130.875000 Penalty: 4576.397461
	Iteration 39Q: 3 clusters Score -1127131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1127140.625000 Penalty: 4576.397461
	Iteration 40F: 3 clusters Score -1127141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1127144.250000 Penalty: 4576.397461
	Iteration 41Q: 3 clusters Score -1127144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1127150.125000 Penalty: 4576.397461
	Iteration 42Q: 3 clusters Score -1127150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1127152.875000 Penalty: 4576.397461
	Iteration 43Q: 3 clusters Score -1127153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1127158.750000 Penalty: 4576.397461
	Iteration 44Q: 3 clusters Score -1127159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1127168.250000 Penalty: 4576.397461
	Iteration 45Q: 3 clusters Score -1127168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1127180.375000 Penalty: 4576.397461
	Iteration 46Q: 3 clusters Score -1127180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1127190.625000 Penalty: 4576.397461
	Iteration 47Q: 3 clusters Score -1127191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1127198.000000 Penalty: 4576.397461
	Iteration 48Q: 3 clusters Score -1127198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1127209.750000 Penalty: 4576.397461
	Iteration 49Q: 3 clusters Score -1127210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1127215.125000 Penalty: 4576.397461
	Iteration 50Q: 3 clusters Score -1127215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1127225.500000 Penalty: 4576.397461
	Iteration 51Q: 3 clusters Score -1127226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1127230.875000 Penalty: 4576.397461
	Iteration 52Q: 3 clusters Score -1127231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1127240.750000 Penalty: 4576.397461
	Iteration 53Q: 3 clusters Score -1127241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1127250.000000 Penalty: 4576.397461
	Iteration 54Q: 3 clusters Score -1127250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1127257.625000 Penalty: 4576.397461
	Iteration 55Q: 3 clusters Score -1127258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1127265.250000 Penalty: 4576.397461
	Iteration 56Q: 3 clusters Score -1127265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1127273.375000 Penalty: 4576.397461
	Iteration 57Q: 3 clusters Score -1127273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1127284.500000 Penalty: 4576.397461
	Iteration 58Q: 3 clusters Score -1127284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1127291.875000 Penalty: 4576.397461
	Iteration 59Q: 3 clusters Score -1127292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1127300.125000 Penalty: 4576.397461
	Iteration 60F: 3 clusters Score -1127300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1127306.250000 Penalty: 4576.397461
	Iteration 61Q: 3 clusters Score -1127306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1127313.875000 Penalty: 4576.397461
	Iteration 62Q: 3 clusters Score -1127314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1127322.000000 Penalty: 4576.397461
	Iteration 63Q: 3 clusters Score -1127322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1127330.375000 Penalty: 4576.397461
	Iteration 64Q: 3 clusters Score -1127330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1127342.875000 Penalty: 4576.397461
	Iteration 65Q: 3 clusters Score -1127343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1127345.000000 Penalty: 4576.397461
	Iteration 66Q: 3 clusters Score -1127345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1127349.500000 Penalty: 4576.397461
	Iteration 67Q: 3 clusters Score -1127350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1127361.375000 Penalty: 4576.397461
	Iteration 68Q: 3 clusters Score -1127361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1127369.250000 Penalty: 4576.397461
	Iteration 69Q: 3 clusters Score -1127369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1127372.375000 Penalty: 4576.397461
	Iteration 70Q: 3 clusters Score -1127372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1127381.000000 Penalty: 4576.397461
	Iteration 71Q: 3 clusters Score -1127381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1127387.000000 Penalty: 4576.397461
	Iteration 72Q: 3 clusters Score -1127387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1127391.875000 Penalty: 4576.397461
	Iteration 73Q: 3 clusters Score -1127392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1127400.500000 Penalty: 4576.397461
	Iteration 74Q: 3 clusters Score -1127400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1127406.625000 Penalty: 4576.397461
	Iteration 75Q: 3 clusters Score -1127407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1127413.375000 Penalty: 4576.397461
	Iteration 76Q: 3 clusters Score -1127413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1127423.250000 Penalty: 4576.397461
	Iteration 77Q: 3 clusters Score -1127423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1127432.500000 Penalty: 4576.397461
	Iteration 78Q: 3 clusters Score -1127432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1127437.375000 Penalty: 4576.397461
	Iteration 79Q: 3 clusters Score -1127437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1127440.250000 Penalty: 4576.397461
	Iteration 80F: 3 clusters Score -1127440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1127447.625000 Penalty: 4576.397461
	Iteration 81Q: 3 clusters Score -1127448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1127452.750000 Penalty: 4576.397461
	Iteration 82Q: 3 clusters Score -1127453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1127456.125000 Penalty: 4576.397461
	Iteration 83Q: 3 clusters Score -1127456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1127459.625000 Penalty: 4576.397461
	Iteration 84Q: 3 clusters Score -1127460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1127465.000000 Penalty: 4576.397461
	Iteration 85Q: 3 clusters Score -1127465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1127468.000000 Penalty: 4576.397461
	Iteration 86Q: 3 clusters Score -1127468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1127473.000000 Penalty: 4576.397461
	Iteration 87Q: 3 clusters Score -1127473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1127480.000000 Penalty: 4576.397461
	Iteration 88Q: 3 clusters Score -1127480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1127476.250000 Penalty: 4576.397461
	Iteration 89Q: 3 clusters Score -1127476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1127482.250000 Penalty: 4576.397461
	Iteration 90Q: 3 clusters Score -1127482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1127483.500000 Penalty: 4576.397461
	Iteration 91Q: 3 clusters Score -1127484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1127485.000000 Penalty: 4576.397461
	Iteration 92Q: 3 clusters Score -1127485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1127488.875000 Penalty: 4576.397461
	Iteration 93Q: 3 clusters Score -1127489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1127489.625000 Penalty: 4576.397461
	Iteration 94Q: 3 clusters Score -1127490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1127489.750000 Penalty: 4576.397461
	Iteration 95Q: 3 clusters Score -1127490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1127491.750000 Penalty: 4576.397461
	Iteration 96Q: 3 clusters Score -1127492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1127491.625000 Penalty: 4576.397461
	Iteration 97Q: 3 clusters Score -1127492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1127493.625000 Penalty: 4576.397461
	Iteration 98Q: 3 clusters Score -1127494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1127495.250000 Penalty: 4576.397461
	Iteration 99Q: 3 clusters Score -1127495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1127493.625000 Penalty: 4576.397461
	Iteration 100F: 3 clusters Score -1127494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1127493.500000 Penalty: 4576.397461
	Iteration 101Q: 3 clusters Score -1127494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1127494.500000 Penalty: 4576.397461
	Iteration 102Q: 3 clusters Score -1127494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1127494.250000 Penalty: 4576.397461
	Iteration 103Q: 3 clusters Score -1127494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1127497.000000 Penalty: 4576.397461
	Iteration 104Q: 3 clusters Score -1127497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1127497.000000 Penalty: 4576.397461
	Iteration 105F: 3 clusters Score -1127497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -763789.437500 Penalty: 2215.908203
	Iteration 0F: 2 clusters Score -763789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -757712.312500 Penalty: 4431.816406
	Iteration 0F: 3 clusters Score -757712.3 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -759594.437500 Penalty: 4431.816406
	Iteration 1F: 3 clusters Score -759594.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -760116.250000 Penalty: 4431.816406
	Iteration 2F: 3 clusters Score -760116.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -760520.000000 Penalty: 4431.816406
	Iteration 3F: 3 clusters Score -760520 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -760905.812500 Penalty: 4431.816406
	Iteration 4F: 3 clusters Score -760905.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -761256.625000 Penalty: 4431.816406
	Iteration 5F: 3 clusters Score -761256.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -761551.812500 Penalty: 4431.816406
	Iteration 6Q: 3 clusters Score -761551.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -761820.062500 Penalty: 4431.816406
	Iteration 7Q: 3 clusters Score -761820.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -761993.750000 Penalty: 4431.816406
	Iteration 8Q: 3 clusters Score -761993.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -762111.000000 Penalty: 4431.816406
	Iteration 9Q: 3 clusters Score -762111 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -762193.250000 Penalty: 4431.816406
	Iteration 10Q: 3 clusters Score -762193.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -762263.812500 Penalty: 4431.816406
	Iteration 11Q: 3 clusters Score -762263.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -762319.625000 Penalty: 4431.816406
	Iteration 12Q: 3 clusters Score -762319.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -762362.875000 Penalty: 4431.816406
	Iteration 13Q: 3 clusters Score -762362.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -762409.750000 Penalty: 4431.816406
	Iteration 14Q: 3 clusters Score -762409.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -762447.187500 Penalty: 4431.816406
	Iteration 15Q: 3 clusters Score -762447.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -762479.875000 Penalty: 4431.816406
	Iteration 16Q: 3 clusters Score -762479.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -762499.812500 Penalty: 4431.816406
	Iteration 17Q: 3 clusters Score -762499.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -762518.000000 Penalty: 4431.816406
	Iteration 18Q: 3 clusters Score -762518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -762533.250000 Penalty: 4431.816406
	Iteration 19Q: 3 clusters Score -762533.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -762540.062500 Penalty: 4431.816406
	Iteration 20F: 3 clusters Score -762540.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -762546.437500 Penalty: 4431.816406
	Iteration 21Q: 3 clusters Score -762546.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -762555.437500 Penalty: 4431.816406
	Iteration 22Q: 3 clusters Score -762555.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -762560.062500 Penalty: 4431.816406
	Iteration 23Q: 3 clusters Score -762560.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -762564.750000 Penalty: 4431.816406
	Iteration 24Q: 3 clusters Score -762564.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -762569.437500 Penalty: 4431.816406
	Iteration 25Q: 3 clusters Score -762569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -762576.375000 Penalty: 4431.816406
	Iteration 26Q: 3 clusters Score -762576.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -762578.375000 Penalty: 4431.816406
	Iteration 27Q: 3 clusters Score -762578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -762581.187500 Penalty: 4431.816406
	Iteration 28Q: 3 clusters Score -762581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -762583.812500 Penalty: 4431.816406
	Iteration 29Q: 3 clusters Score -762583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -762586.250000 Penalty: 4431.816406
	Iteration 30Q: 3 clusters Score -762586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -762585.750000 Penalty: 4431.816406
	Iteration 31Q: 3 clusters Score -762585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -762590.312500 Penalty: 4431.816406
	Iteration 32Q: 3 clusters Score -762590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -762590.437500 Penalty: 4431.816406
	Iteration 33Q: 3 clusters Score -762590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -762590.187500 Penalty: 4431.816406
	Iteration 34Q: 3 clusters Score -762590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -762590.687500 Penalty: 4431.816406
	Iteration 35Q: 3 clusters Score -762590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -762592.062500 Penalty: 4431.816406
	Iteration 36Q: 3 clusters Score -762592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -762592.937500 Penalty: 4431.816406
	Iteration 37Q: 3 clusters Score -762592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -762592.437500 Penalty: 4431.816406
	Iteration 38Q: 3 clusters Score -762592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -762592.437500 Penalty: 4431.816406
	Iteration 39F: 3 clusters Score -762592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Entering Unmasked Estep 
Score: -7220720.500000 Penalty: 2739.792725
	Iteration 0F: 2 clusters Score -7220720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7178646.500000 Penalty: 5479.585449
	Iteration 0F: 3 clusters Score -7178646 nChanged 29081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -7194795.000000 Penalty: 5479.585449
	Iteration 1F: 3 clusters Score -7194795 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7195379.500000 Penalty: 5479.585449
	Iteration 2Q: 3 clusters Score -7195380 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -7195926.500000 Penalty: 5479.585449
	Iteration 3Q: 3 clusters Score -7195926 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -7196443.500000 Penalty: 5479.585449
	Iteration 4Q: 3 clusters Score -7196444 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7197042.000000 Penalty: 5479.585449
	Iteration 5Q: 3 clusters Score -7197042 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7197719.000000 Penalty: 5479.585449
	Iteration 6Q: 3 clusters Score -7197719 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -7198645.000000 Penalty: 5479.585449
	Iteration 7Q: 3 clusters Score -7198645 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -7199752.500000 Penalty: 5479.585449
	Iteration 8Q: 3 clusters Score -7199752 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -7201387.000000 Penalty: 5479.585449
	Iteration 9Q: 3 clusters Score -7201387 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -7203438.000000 Penalty: 5479.585449
	Iteration 10F: 3 clusters Score -7203438 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7206201.500000 Penalty: 5479.585449
	Iteration 11F: 3 clusters Score -7206202 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7208891.000000 Penalty: 5479.585449
	Iteration 12F: 3 clusters Score -7208891 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -7210976.500000 Penalty: 5479.585449
	Iteration 13Q: 3 clusters Score -7210976 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -7212234.000000 Penalty: 5479.585449
	Iteration 14Q: 3 clusters Score -7212234 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -7212966.500000 Penalty: 5479.585449
	Iteration 15Q: 3 clusters Score -7212966 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -7213484.500000 Penalty: 5479.585449
	Iteration 16Q: 3 clusters Score -7213484 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -7213894.500000 Penalty: 5479.585449
	Iteration 17Q: 3 clusters Score -7213894 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -7214218.500000 Penalty: 5479.585449
	Iteration 18Q: 3 clusters Score -7214218 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -7214517.500000 Penalty: 5479.585449
	Iteration 19Q: 3 clusters Score -7214518 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -7214796.500000 Penalty: 5479.585449
	Iteration 20F: 3 clusters Score -7214796 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -7215156.500000 Penalty: 5479.585449
	Iteration 21Q: 3 clusters Score -7215156 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -7215456.500000 Penalty: 5479.585449
	Iteration 22Q: 3 clusters Score -7215456 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -7215728.000000 Penalty: 5479.585449
	Iteration 23Q: 3 clusters Score -7215728 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -7215947.500000 Penalty: 5479.585449
	Iteration 24Q: 3 clusters Score -7215948 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7216179.500000 Penalty: 5479.585449
	Iteration 25Q: 3 clusters Score -7216180 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -7216428.500000 Penalty: 5479.585449
	Iteration 26Q: 3 clusters Score -7216428 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -7216629.000000 Penalty: 5479.585449
	Iteration 27Q: 3 clusters Score -7216629 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7216778.500000 Penalty: 5479.585449
	Iteration 28Q: 3 clusters Score -7216778 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -7216923.500000 Penalty: 5479.585449
	Iteration 29Q: 3 clusters Score -7216924 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7217084.000000 Penalty: 5479.585449
	Iteration 30Q: 3 clusters Score -7217084 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7217240.500000 Penalty: 5479.585449
	Iteration 31Q: 3 clusters Score -7217240 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -7217344.500000 Penalty: 5479.585449
	Iteration 32Q: 3 clusters Score -7217344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7217469.000000 Penalty: 5479.585449
	Iteration 33Q: 3 clusters Score -7217469 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7217558.500000 Penalty: 5479.585449
	Iteration 34Q: 3 clusters Score -7217558 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7217649.000000 Penalty: 5479.585449
	Iteration 35Q: 3 clusters Score -7217649 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7217743.000000 Penalty: 5479.585449
	Iteration 36Q: 3 clusters Score -7217743 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7217843.500000 Penalty: 5479.585449
	Iteration 37Q: 3 clusters Score -7217844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7217905.500000 Penalty: 5479.585449
	Iteration 38Q: 3 clusters Score -7217906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7217991.000000 Penalty: 5479.585449
	Iteration 39Q: 3 clusters Score -7217991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7218030.000000 Penalty: 5479.585449
	Iteration 40F: 3 clusters Score -7218030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7218101.000000 Penalty: 5479.585449
	Iteration 41Q: 3 clusters Score -7218101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7218139.000000 Penalty: 5479.585449
	Iteration 42Q: 3 clusters Score -7218139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7218181.500000 Penalty: 5479.585449
	Iteration 43Q: 3 clusters Score -7218182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7218203.500000 Penalty: 5479.585449
	Iteration 44Q: 3 clusters Score -7218204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7218225.500000 Penalty: 5479.585449
	Iteration 45Q: 3 clusters Score -7218226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7218252.000000 Penalty: 5479.585449
	Iteration 46Q: 3 clusters Score -7218252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7218263.500000 Penalty: 5479.585449
	Iteration 47Q: 3 clusters Score -7218264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7218267.500000 Penalty: 5479.585449
	Iteration 48Q: 3 clusters Score -7218268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7218279.000000 Penalty: 5479.585449
	Iteration 49Q: 3 clusters Score -7218279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7218280.500000 Penalty: 5479.585449
	Iteration 50Q: 3 clusters Score -7218280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7218295.000000 Penalty: 5479.585449
	Iteration 51Q: 3 clusters Score -7218295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7218300.500000 Penalty: 5479.585449
	Iteration 52Q: 3 clusters Score -7218300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7218302.500000 Penalty: 5479.585449
	Iteration 53Q: 3 clusters Score -7218302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7218304.000000 Penalty: 5479.585449
	Iteration 54Q: 3 clusters Score -7218304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7218319.000000 Penalty: 5479.585449
	Iteration 55Q: 3 clusters Score -7218319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7218331.000000 Penalty: 5479.585449
	Iteration 56Q: 3 clusters Score -7218331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7218340.500000 Penalty: 5479.585449
	Iteration 57Q: 3 clusters Score -7218340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7218346.500000 Penalty: 5479.585449
	Iteration 58Q: 3 clusters Score -7218346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7218357.500000 Penalty: 5479.585449
	Iteration 59Q: 3 clusters Score -7218358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7218364.500000 Penalty: 5479.585449
	Iteration 60F: 3 clusters Score -7218364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7218374.500000 Penalty: 5479.585449
	Iteration 61Q: 3 clusters Score -7218374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7218370.000000 Penalty: 5479.585449
	Iteration 62Q: 3 clusters Score -7218370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7218369.000000 Penalty: 5479.585449
	Iteration 63Q: 3 clusters Score -7218369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7218379.000000 Penalty: 5479.585449
	Iteration 64Q: 3 clusters Score -7218379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7218390.000000 Penalty: 5479.585449
	Iteration 65Q: 3 clusters Score -7218390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7218392.500000 Penalty: 5479.585449
	Iteration 66Q: 3 clusters Score -7218392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7218399.500000 Penalty: 5479.585449
	Iteration 67Q: 3 clusters Score -7218400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7218399.000000 Penalty: 5479.585449
	Iteration 68Q: 3 clusters Score -7218399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7218389.500000 Penalty: 5479.585449
	Iteration 69Q: 3 clusters Score -7218390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7218387.500000 Penalty: 5479.585449
	Iteration 70Q: 3 clusters Score -7218388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7218387.000000 Penalty: 5479.585449
	Iteration 71Q: 3 clusters Score -7218387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7218389.500000 Penalty: 5479.585449
	Iteration 72Q: 3 clusters Score -7218390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7218385.000000 Penalty: 5479.585449
	Iteration 73Q: 3 clusters Score -7218385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7218385.000000 Penalty: 5479.585449
	Iteration 74F: 3 clusters Score -7218385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Entering Unmasked Estep 
Score: -897122.625000 Penalty: 2224.446289
	Iteration 0F: 2 clusters Score -897122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -890754.562500 Penalty: 4448.892578
	Iteration 0F: 3 clusters Score -890754.6 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -892492.312500 Penalty: 4448.892578
	Iteration 1F: 3 clusters Score -892492.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -892798.375000 Penalty: 4448.892578
	Iteration 2F: 3 clusters Score -892798.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -893003.750000 Penalty: 4448.892578
	Iteration 3F: 3 clusters Score -893003.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -893158.875000 Penalty: 4448.892578
	Iteration 4Q: 3 clusters Score -893158.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -893290.625000 Penalty: 4448.892578
	Iteration 5Q: 3 clusters Score -893290.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -893409.375000 Penalty: 4448.892578
	Iteration 6Q: 3 clusters Score -893409.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -893526.937500 Penalty: 4448.892578
	Iteration 7Q: 3 clusters Score -893526.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -893634.750000 Penalty: 4448.892578
	Iteration 8Q: 3 clusters Score -893634.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -893731.500000 Penalty: 4448.892578
	Iteration 9Q: 3 clusters Score -893731.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -893813.562500 Penalty: 4448.892578
	Iteration 10Q: 3 clusters Score -893813.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -893885.250000 Penalty: 4448.892578
	Iteration 11Q: 3 clusters Score -893885.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -893948.562500 Penalty: 4448.892578
	Iteration 12Q: 3 clusters Score -893948.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -894000.000000 Penalty: 4448.892578
	Iteration 13Q: 3 clusters Score -894000 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -894049.625000 Penalty: 4448.892578
	Iteration 14Q: 3 clusters Score -894049.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -894100.562500 Penalty: 4448.892578
	Iteration 15Q: 3 clusters Score -894100.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -894161.437500 Penalty: 4448.892578
	Iteration 16Q: 3 clusters Score -894161.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -894225.125000 Penalty: 4448.892578
	Iteration 17Q: 3 clusters Score -894225.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -894293.187500 Penalty: 4448.892578
	Iteration 18Q: 3 clusters Score -894293.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -894363.125000 Penalty: 4448.892578
	Iteration 19Q: 3 clusters Score -894363.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -894429.562500 Penalty: 4448.892578
	Iteration 20F: 3 clusters Score -894429.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -894489.125000 Penalty: 4448.892578
	Iteration 21Q: 3 clusters Score -894489.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -894540.750000 Penalty: 4448.892578
	Iteration 22Q: 3 clusters Score -894540.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -894588.312500 Penalty: 4448.892578
	Iteration 23Q: 3 clusters Score -894588.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -894630.875000 Penalty: 4448.892578
	Iteration 24Q: 3 clusters Score -894630.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -894680.375000 Penalty: 4448.892578
	Iteration 25Q: 3 clusters Score -894680.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -894735.750000 Penalty: 4448.892578
	Iteration 26Q: 3 clusters Score -894735.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -894793.375000 Penalty: 4448.892578
	Iteration 27Q: 3 clusters Score -894793.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -894844.250000 Penalty: 4448.892578
	Iteration 28Q: 3 clusters Score -894844.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -894906.312500 Penalty: 4448.892578
	Iteration 29Q: 3 clusters Score -894906.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -894955.375000 Penalty: 4448.892578
	Iteration 30Q: 3 clusters Score -894955.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -895003.562500 Penalty: 4448.892578
	Iteration 31Q: 3 clusters Score -895003.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -895058.625000 Penalty: 4448.892578
	Iteration 32Q: 3 clusters Score -895058.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -895104.562500 Penalty: 4448.892578
	Iteration 33Q: 3 clusters Score -895104.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -895148.937500 Penalty: 4448.892578
	Iteration 34Q: 3 clusters Score -895148.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -895180.250000 Penalty: 4448.892578
	Iteration 35Q: 3 clusters Score -895180.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -895202.250000 Penalty: 4448.892578
	Iteration 36Q: 3 clusters Score -895202.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -895215.812500 Penalty: 4448.892578
	Iteration 37Q: 3 clusters Score -895215.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -895225.312500 Penalty: 4448.892578
	Iteration 38Q: 3 clusters Score -895225.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -895235.625000 Penalty: 4448.892578
	Iteration 39Q: 3 clusters Score -895235.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -895244.750000 Penalty: 4448.892578
	Iteration 40F: 3 clusters Score -895244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -895250.687500 Penalty: 4448.892578
	Iteration 41Q: 3 clusters Score -895250.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -895260.437500 Penalty: 4448.892578
	Iteration 42Q: 3 clusters Score -895260.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -895267.625000 Penalty: 4448.892578
	Iteration 43Q: 3 clusters Score -895267.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -895276.062500 Penalty: 4448.892578
	Iteration 44Q: 3 clusters Score -895276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -895283.250000 Penalty: 4448.892578
	Iteration 45Q: 3 clusters Score -895283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -895288.312500 Penalty: 4448.892578
	Iteration 46Q: 3 clusters Score -895288.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -895291.750000 Penalty: 4448.892578
	Iteration 47Q: 3 clusters Score -895291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -895292.750000 Penalty: 4448.892578
	Iteration 48Q: 3 clusters Score -895292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -895293.125000 Penalty: 4448.892578
	Iteration 49Q: 3 clusters Score -895293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -895295.375000 Penalty: 4448.892578
	Iteration 50Q: 3 clusters Score -895295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -895297.312500 Penalty: 4448.892578
	Iteration 51Q: 3 clusters Score -895297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -895299.187500 Penalty: 4448.892578
	Iteration 52Q: 3 clusters Score -895299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -895298.187500 Penalty: 4448.892578
	Iteration 53Q: 3 clusters Score -895298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -895299.437500 Penalty: 4448.892578
	Iteration 54Q: 3 clusters Score -895299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -895299.937500 Penalty: 4448.892578
	Iteration 55Q: 3 clusters Score -895299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -895300.375000 Penalty: 4448.892578
	Iteration 56Q: 3 clusters Score -895300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -895300.562500 Penalty: 4448.892578
	Iteration 57Q: 3 clusters Score -895300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -895302.062500 Penalty: 4448.892578
	Iteration 58Q: 3 clusters Score -895302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -895301.875000 Penalty: 4448.892578
	Iteration 59Q: 3 clusters Score -895301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -895303.250000 Penalty: 4448.892578
	Iteration 60F: 3 clusters Score -895303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -895303.937500 Penalty: 4448.892578
	Iteration 61Q: 3 clusters Score -895303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -895303.937500 Penalty: 4448.892578
	Iteration 62F: 3 clusters Score -895303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -24286.171875 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -24286.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23192.783203 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -23192.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23302.050781 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -23302.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23327.330078 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -23327.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23350.066406 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -23350.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23362.869141 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -23362.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23375.310547 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -23375.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23432.347656 Penalty: 2763.788330
	Iteration 6Q: 3 clusters Score -23432.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23503.763672 Penalty: 2763.788330
	Iteration 7Q: 3 clusters Score -23503.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23522.804688 Penalty: 2763.788330
	Iteration 8Q: 3 clusters Score -23522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23526.746094 Penalty: 2763.788330
	Iteration 9Q: 3 clusters Score -23526.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23532.402344 Penalty: 2763.788330
	Iteration 10Q: 3 clusters Score -23532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23537.357422 Penalty: 2763.788330
	Iteration 11Q: 3 clusters Score -23537.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23537.357422 Penalty: 2763.788330
	Iteration 12F: 3 clusters Score -23537.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Entering Unmasked Estep 
Score: -1414619.125000 Penalty: 2342.030762
	Iteration 0F: 2 clusters Score -1414619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1405265.625000 Penalty: 4684.061523
	Iteration 0F: 3 clusters Score -1405266 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1408140.250000 Penalty: 4684.061523
	Iteration 1F: 3 clusters Score -1408140 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1408537.875000 Penalty: 4684.061523
	Iteration 2F: 3 clusters Score -1408538 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1408911.500000 Penalty: 4684.061523
	Iteration 3F: 3 clusters Score -1408912 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1409292.875000 Penalty: 4684.061523
	Iteration 4F: 3 clusters Score -1409293 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1409701.250000 Penalty: 4684.061523
	Iteration 5F: 3 clusters Score -1409701 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1410117.625000 Penalty: 4684.061523
	Iteration 6F: 3 clusters Score -1410118 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1410519.000000 Penalty: 4684.061523
	Iteration 7F: 3 clusters Score -1410519 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1410934.500000 Penalty: 4684.061523
	Iteration 8F: 3 clusters Score -1410934 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1411252.750000 Penalty: 4684.061523
	Iteration 9Q: 3 clusters Score -1411253 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1411536.125000 Penalty: 4684.061523
	Iteration 10Q: 3 clusters Score -1411536 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1411768.625000 Penalty: 4684.061523
	Iteration 11Q: 3 clusters Score -1411769 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1411914.000000 Penalty: 4684.061523
	Iteration 12Q: 3 clusters Score -1411914 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1412003.375000 Penalty: 4684.061523
	Iteration 13Q: 3 clusters Score -1412003 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1412068.250000 Penalty: 4684.061523
	Iteration 14Q: 3 clusters Score -1412068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1412107.000000 Penalty: 4684.061523
	Iteration 15Q: 3 clusters Score -1412107 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1412137.750000 Penalty: 4684.061523
	Iteration 16Q: 3 clusters Score -1412138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1412155.625000 Penalty: 4684.061523
	Iteration 17Q: 3 clusters Score -1412156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1412174.500000 Penalty: 4684.061523
	Iteration 18Q: 3 clusters Score -1412174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1412180.625000 Penalty: 4684.061523
	Iteration 19Q: 3 clusters Score -1412181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1412198.000000 Penalty: 4684.061523
	Iteration 20F: 3 clusters Score -1412198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1412203.250000 Penalty: 4684.061523
	Iteration 21Q: 3 clusters Score -1412203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1412207.875000 Penalty: 4684.061523
	Iteration 22Q: 3 clusters Score -1412208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1412215.125000 Penalty: 4684.061523
	Iteration 23Q: 3 clusters Score -1412215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1412215.000000 Penalty: 4684.061523
	Iteration 24Q: 3 clusters Score -1412215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1412218.875000 Penalty: 4684.061523
	Iteration 25Q: 3 clusters Score -1412219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1412223.500000 Penalty: 4684.061523
	Iteration 26Q: 3 clusters Score -1412224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1412230.000000 Penalty: 4684.061523
	Iteration 27Q: 3 clusters Score -1412230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1412236.375000 Penalty: 4684.061523
	Iteration 28Q: 3 clusters Score -1412236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1412240.125000 Penalty: 4684.061523
	Iteration 29Q: 3 clusters Score -1412240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1412237.000000 Penalty: 4684.061523
	Iteration 30Q: 3 clusters Score -1412237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1412235.875000 Penalty: 4684.061523
	Iteration 31Q: 3 clusters Score -1412236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1412235.875000 Penalty: 4684.061523
	Iteration 32Q: 3 clusters Score -1412236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1412238.500000 Penalty: 4684.061523
	Iteration 33Q: 3 clusters Score -1412238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1412235.500000 Penalty: 4684.061523
	Iteration 34Q: 3 clusters Score -1412236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1412239.750000 Penalty: 4684.061523
	Iteration 35Q: 3 clusters Score -1412240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1412240.750000 Penalty: 4684.061523
	Iteration 36Q: 3 clusters Score -1412241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1412242.375000 Penalty: 4684.061523
	Iteration 37Q: 3 clusters Score -1412242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1412240.500000 Penalty: 4684.061523
	Iteration 38Q: 3 clusters Score -1412240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1412240.750000 Penalty: 4684.061523
	Iteration 39Q: 3 clusters Score -1412241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1412240.750000 Penalty: 4684.061523
	Iteration 40F: 3 clusters Score -1412241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Entering Unmasked Estep 
Score: -1900802.125000 Penalty: 2408.266357
	Iteration 0F: 2 clusters Score -1900802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1889032.000000 Penalty: 4816.532715
	Iteration 0F: 3 clusters Score -1889032 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1892827.750000 Penalty: 4816.532715
	Iteration 1F: 3 clusters Score -1892828 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1893288.500000 Penalty: 4816.532715
	Iteration 2F: 3 clusters Score -1893288 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1893706.375000 Penalty: 4816.532715
	Iteration 3F: 3 clusters Score -1893706 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1894140.375000 Penalty: 4816.532715
	Iteration 4Q: 3 clusters Score -1894140 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1894621.625000 Penalty: 4816.532715
	Iteration 5Q: 3 clusters Score -1894622 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1895230.125000 Penalty: 4816.532715
	Iteration 6F: 3 clusters Score -1895230 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1895900.750000 Penalty: 4816.532715
	Iteration 7F: 3 clusters Score -1895901 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1896499.500000 Penalty: 4816.532715
	Iteration 8Q: 3 clusters Score -1896500 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1897009.125000 Penalty: 4816.532715
	Iteration 9Q: 3 clusters Score -1897009 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1897326.125000 Penalty: 4816.532715
	Iteration 10Q: 3 clusters Score -1897326 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1897536.375000 Penalty: 4816.532715
	Iteration 11Q: 3 clusters Score -1897536 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1897725.625000 Penalty: 4816.532715
	Iteration 12Q: 3 clusters Score -1897726 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1897875.375000 Penalty: 4816.532715
	Iteration 13Q: 3 clusters Score -1897875 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1898000.625000 Penalty: 4816.532715
	Iteration 14Q: 3 clusters Score -1898001 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1898101.250000 Penalty: 4816.532715
	Iteration 15Q: 3 clusters Score -1898101 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1898191.625000 Penalty: 4816.532715
	Iteration 16Q: 3 clusters Score -1898192 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1898271.250000 Penalty: 4816.532715
	Iteration 17Q: 3 clusters Score -1898271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1898328.750000 Penalty: 4816.532715
	Iteration 18Q: 3 clusters Score -1898329 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1898372.625000 Penalty: 4816.532715
	Iteration 19Q: 3 clusters Score -1898373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1898418.875000 Penalty: 4816.532715
	Iteration 20F: 3 clusters Score -1898419 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1898463.875000 Penalty: 4816.532715
	Iteration 21Q: 3 clusters Score -1898464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1898505.375000 Penalty: 4816.532715
	Iteration 22Q: 3 clusters Score -1898505 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1898556.875000 Penalty: 4816.532715
	Iteration 23Q: 3 clusters Score -1898557 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1898608.125000 Penalty: 4816.532715
	Iteration 24Q: 3 clusters Score -1898608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1898649.375000 Penalty: 4816.532715
	Iteration 25Q: 3 clusters Score -1898649 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1898687.875000 Penalty: 4816.532715
	Iteration 26Q: 3 clusters Score -1898688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1898719.625000 Penalty: 4816.532715
	Iteration 27Q: 3 clusters Score -1898720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1898746.625000 Penalty: 4816.532715
	Iteration 28Q: 3 clusters Score -1898747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1898777.875000 Penalty: 4816.532715
	Iteration 29Q: 3 clusters Score -1898778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1898791.375000 Penalty: 4816.532715
	Iteration 30Q: 3 clusters Score -1898791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1898816.125000 Penalty: 4816.532715
	Iteration 31Q: 3 clusters Score -1898816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1898831.875000 Penalty: 4816.532715
	Iteration 32Q: 3 clusters Score -1898832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1898856.875000 Penalty: 4816.532715
	Iteration 33Q: 3 clusters Score -1898857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1898864.625000 Penalty: 4816.532715
	Iteration 34Q: 3 clusters Score -1898865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1898880.000000 Penalty: 4816.532715
	Iteration 35Q: 3 clusters Score -1898880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1898886.375000 Penalty: 4816.532715
	Iteration 36Q: 3 clusters Score -1898886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1898896.250000 Penalty: 4816.532715
	Iteration 37Q: 3 clusters Score -1898896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1898910.500000 Penalty: 4816.532715
	Iteration 38Q: 3 clusters Score -1898910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1898923.375000 Penalty: 4816.532715
	Iteration 39Q: 3 clusters Score -1898923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1898934.750000 Penalty: 4816.532715
	Iteration 40F: 3 clusters Score -1898935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1898946.000000 Penalty: 4816.532715
	Iteration 41Q: 3 clusters Score -1898946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1898954.875000 Penalty: 4816.532715
	Iteration 42Q: 3 clusters Score -1898955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1898965.125000 Penalty: 4816.532715
	Iteration 43Q: 3 clusters Score -1898965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1898976.125000 Penalty: 4816.532715
	Iteration 44Q: 3 clusters Score -1898976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1898980.875000 Penalty: 4816.532715
	Iteration 45Q: 3 clusters Score -1898981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1898988.625000 Penalty: 4816.532715
	Iteration 46Q: 3 clusters Score -1898989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1898991.375000 Penalty: 4816.532715
	Iteration 47Q: 3 clusters Score -1898991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1898999.000000 Penalty: 4816.532715
	Iteration 48Q: 3 clusters Score -1898999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1899006.500000 Penalty: 4816.532715
	Iteration 49Q: 3 clusters Score -1899006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1899007.125000 Penalty: 4816.532715
	Iteration 50Q: 3 clusters Score -1899007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1899008.250000 Penalty: 4816.532715
	Iteration 51Q: 3 clusters Score -1899008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1899016.750000 Penalty: 4816.532715
	Iteration 52Q: 3 clusters Score -1899017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1899019.500000 Penalty: 4816.532715
	Iteration 53Q: 3 clusters Score -1899020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1899018.000000 Penalty: 4816.532715
	Iteration 54Q: 3 clusters Score -1899018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1899019.500000 Penalty: 4816.532715
	Iteration 55Q: 3 clusters Score -1899020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1899024.750000 Penalty: 4816.532715
	Iteration 56Q: 3 clusters Score -1899025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1899025.625000 Penalty: 4816.532715
	Iteration 57Q: 3 clusters Score -1899026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1899026.625000 Penalty: 4816.532715
	Iteration 58Q: 3 clusters Score -1899027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1899030.375000 Penalty: 4816.532715
	Iteration 59Q: 3 clusters Score -1899030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1899028.875000 Penalty: 4816.532715
	Iteration 60F: 3 clusters Score -1899029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1899035.250000 Penalty: 4816.532715
	Iteration 61Q: 3 clusters Score -1899035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1899033.375000 Penalty: 4816.532715
	Iteration 62Q: 3 clusters Score -1899033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1899035.250000 Penalty: 4816.532715
	Iteration 63Q: 3 clusters Score -1899035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1899039.000000 Penalty: 4816.532715
	Iteration 64Q: 3 clusters Score -1899039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1899037.750000 Penalty: 4816.532715
	Iteration 65Q: 3 clusters Score -1899038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1899040.125000 Penalty: 4816.532715
	Iteration 66Q: 3 clusters Score -1899040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1899040.125000 Penalty: 4816.532715
	Iteration 67Q: 3 clusters Score -1899040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1899041.375000 Penalty: 4816.532715
	Iteration 68Q: 3 clusters Score -1899041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1899040.125000 Penalty: 4816.532715
	Iteration 69Q: 3 clusters Score -1899040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1899039.750000 Penalty: 4816.532715
	Iteration 70Q: 3 clusters Score -1899040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1899043.500000 Penalty: 4816.532715
	Iteration 71Q: 3 clusters Score -1899044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1899041.875000 Penalty: 4816.532715
	Iteration 72Q: 3 clusters Score -1899042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1899043.500000 Penalty: 4816.532715
	Iteration 73Q: 3 clusters Score -1899044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1899043.500000 Penalty: 4816.532715
	Iteration 74F: 3 clusters Score -1899044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Entering Unmasked Estep 
Score: -3542286.250000 Penalty: 2590.712891
	Iteration 0F: 2 clusters Score -3542286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3518713.000000 Penalty: 5181.425781
	Iteration 0F: 3 clusters Score -3518713 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3527952.250000 Penalty: 5181.425781
	Iteration 1F: 3 clusters Score -3527952 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3529013.750000 Penalty: 5181.425781
	Iteration 2F: 3 clusters Score -3529014 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3530213.250000 Penalty: 5181.425781
	Iteration 3F: 3 clusters Score -3530213 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3531457.500000 Penalty: 5181.425781
	Iteration 4F: 3 clusters Score -3531458 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3532537.500000 Penalty: 5181.425781
	Iteration 5F: 3 clusters Score -3532538 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3533402.250000 Penalty: 5181.425781
	Iteration 6F: 3 clusters Score -3533402 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3533983.250000 Penalty: 5181.425781
	Iteration 7Q: 3 clusters Score -3533983 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3534350.500000 Penalty: 5181.425781
	Iteration 8Q: 3 clusters Score -3534350 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3534617.750000 Penalty: 5181.425781
	Iteration 9Q: 3 clusters Score -3534618 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3534851.750000 Penalty: 5181.425781
	Iteration 10Q: 3 clusters Score -3534852 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3535023.750000 Penalty: 5181.425781
	Iteration 11Q: 3 clusters Score -3535024 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3535138.250000 Penalty: 5181.425781
	Iteration 12Q: 3 clusters Score -3535138 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3535233.500000 Penalty: 5181.425781
	Iteration 13Q: 3 clusters Score -3535234 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3535342.000000 Penalty: 5181.425781
	Iteration 14Q: 3 clusters Score -3535342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3535412.000000 Penalty: 5181.425781
	Iteration 15Q: 3 clusters Score -3535412 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3535479.750000 Penalty: 5181.425781
	Iteration 16Q: 3 clusters Score -3535480 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3535531.250000 Penalty: 5181.425781
	Iteration 17Q: 3 clusters Score -3535531 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3535582.000000 Penalty: 5181.425781
	Iteration 18Q: 3 clusters Score -3535582 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3535625.250000 Penalty: 5181.425781
	Iteration 19Q: 3 clusters Score -3535625 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3535672.500000 Penalty: 5181.425781
	Iteration 20F: 3 clusters Score -3535672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3535708.750000 Penalty: 5181.425781
	Iteration 21Q: 3 clusters Score -3535709 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3535749.250000 Penalty: 5181.425781
	Iteration 22Q: 3 clusters Score -3535749 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3535799.500000 Penalty: 5181.425781
	Iteration 23Q: 3 clusters Score -3535800 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3535853.250000 Penalty: 5181.425781
	Iteration 24Q: 3 clusters Score -3535853 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3535922.000000 Penalty: 5181.425781
	Iteration 25Q: 3 clusters Score -3535922 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3535959.000000 Penalty: 5181.425781
	Iteration 26Q: 3 clusters Score -3535959 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3536050.500000 Penalty: 5181.425781
	Iteration 27Q: 3 clusters Score -3536050 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3536173.250000 Penalty: 5181.425781
	Iteration 28Q: 3 clusters Score -3536173 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3536305.250000 Penalty: 5181.425781
	Iteration 29Q: 3 clusters Score -3536305 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3536483.750000 Penalty: 5181.425781
	Iteration 30Q: 3 clusters Score -3536484 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3536639.750000 Penalty: 5181.425781
	Iteration 31Q: 3 clusters Score -3536640 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3536793.250000 Penalty: 5181.425781
	Iteration 32Q: 3 clusters Score -3536793 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3536958.000000 Penalty: 5181.425781
	Iteration 33Q: 3 clusters Score -3536958 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3537153.500000 Penalty: 5181.425781
	Iteration 34Q: 3 clusters Score -3537154 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3537350.000000 Penalty: 5181.425781
	Iteration 35Q: 3 clusters Score -3537350 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3537562.250000 Penalty: 5181.425781
	Iteration 36Q: 3 clusters Score -3537562 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3537825.250000 Penalty: 5181.425781
	Iteration 37Q: 3 clusters Score -3537825 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3538108.500000 Penalty: 5181.425781
	Iteration 38Q: 3 clusters Score -3538108 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3538430.750000 Penalty: 5181.425781
	Iteration 39Q: 3 clusters Score -3538431 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3538768.500000 Penalty: 5181.425781
	Iteration 40F: 3 clusters Score -3538768 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3539113.750000 Penalty: 5181.425781
	Iteration 41Q: 3 clusters Score -3539114 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3539463.000000 Penalty: 5181.425781
	Iteration 42Q: 3 clusters Score -3539463 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3539779.250000 Penalty: 5181.425781
	Iteration 43Q: 3 clusters Score -3539779 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3540089.250000 Penalty: 5181.425781
	Iteration 44Q: 3 clusters Score -3540089 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3540295.750000 Penalty: 5181.425781
	Iteration 45Q: 3 clusters Score -3540296 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3540486.000000 Penalty: 5181.425781
	Iteration 46Q: 3 clusters Score -3540486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -3540610.500000 Penalty: 5181.425781
	Iteration 47Q: 3 clusters Score -3540610 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3540671.250000 Penalty: 5181.425781
	Iteration 48Q: 3 clusters Score -3540671 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3540748.000000 Penalty: 5181.425781
	Iteration 49Q: 3 clusters Score -3540748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3540796.750000 Penalty: 5181.425781
	Iteration 50Q: 3 clusters Score -3540797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3540817.500000 Penalty: 5181.425781
	Iteration 51Q: 3 clusters Score -3540818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3540839.000000 Penalty: 5181.425781
	Iteration 52Q: 3 clusters Score -3540839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3540854.500000 Penalty: 5181.425781
	Iteration 53Q: 3 clusters Score -3540854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3540872.000000 Penalty: 5181.425781
	Iteration 54Q: 3 clusters Score -3540872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -3540894.250000 Penalty: 5181.425781
	Iteration 55Q: 3 clusters Score -3540894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3540917.500000 Penalty: 5181.425781
	Iteration 56Q: 3 clusters Score -3540918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3540940.750000 Penalty: 5181.425781
	Iteration 57Q: 3 clusters Score -3540941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3540962.750000 Penalty: 5181.425781
	Iteration 58Q: 3 clusters Score -3540963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3540988.250000 Penalty: 5181.425781
	Iteration 59Q: 3 clusters Score -3540988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3541017.750000 Penalty: 5181.425781
	Iteration 60F: 3 clusters Score -3541018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3541048.000000 Penalty: 5181.425781
	Iteration 61Q: 3 clusters Score -3541048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3541094.000000 Penalty: 5181.425781
	Iteration 62Q: 3 clusters Score -3541094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3541166.500000 Penalty: 5181.425781
	Iteration 63Q: 3 clusters Score -3541166 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3541220.500000 Penalty: 5181.425781
	Iteration 64Q: 3 clusters Score -3541220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3541265.000000 Penalty: 5181.425781
	Iteration 65Q: 3 clusters Score -3541265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3541335.500000 Penalty: 5181.425781
	Iteration 66Q: 3 clusters Score -3541336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3541389.000000 Penalty: 5181.425781
	Iteration 67Q: 3 clusters Score -3541389 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -3541440.250000 Penalty: 5181.425781
	Iteration 68Q: 3 clusters Score -3541440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3541487.000000 Penalty: 5181.425781
	Iteration 69Q: 3 clusters Score -3541487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3541522.500000 Penalty: 5181.425781
	Iteration 70Q: 3 clusters Score -3541522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3541546.250000 Penalty: 5181.425781
	Iteration 71Q: 3 clusters Score -3541546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3541564.250000 Penalty: 5181.425781
	Iteration 72Q: 3 clusters Score -3541564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3541571.000000 Penalty: 5181.425781
	Iteration 73Q: 3 clusters Score -3541571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -3541579.500000 Penalty: 5181.425781
	Iteration 74Q: 3 clusters Score -3541580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -3541579.750000 Penalty: 5181.425781
	Iteration 75Q: 3 clusters Score -3541580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3541579.000000 Penalty: 5181.425781
	Iteration 76Q: 3 clusters Score -3541579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3541586.500000 Penalty: 5181.425781
	Iteration 77Q: 3 clusters Score -3541586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3541584.000000 Penalty: 5181.425781
	Iteration 78Q: 3 clusters Score -3541584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3541582.000000 Penalty: 5181.425781
	Iteration 79Q: 3 clusters Score -3541582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3541586.750000 Penalty: 5181.425781
	Iteration 80F: 3 clusters Score -3541587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3541587.000000 Penalty: 5181.425781
	Iteration 81Q: 3 clusters Score -3541587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3541592.000000 Penalty: 5181.425781
	Iteration 82Q: 3 clusters Score -3541592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3541586.750000 Penalty: 5181.425781
	Iteration 83Q: 3 clusters Score -3541587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3541594.750000 Penalty: 5181.425781
	Iteration 84Q: 3 clusters Score -3541595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3541593.000000 Penalty: 5181.425781
	Iteration 85Q: 3 clusters Score -3541593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3541597.000000 Penalty: 5181.425781
	Iteration 86Q: 3 clusters Score -3541597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3541590.500000 Penalty: 5181.425781
	Iteration 87Q: 3 clusters Score -3541590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3541590.750000 Penalty: 5181.425781
	Iteration 88Q: 3 clusters Score -3541591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3541590.750000 Penalty: 5181.425781
	Iteration 89F: 3 clusters Score -3541591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Entering Unmasked Estep 
Score: -616503.312500 Penalty: 2135.810547
	Iteration 0F: 2 clusters Score -616503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -611725.437500 Penalty: 4271.621094
	Iteration 0F: 3 clusters Score -611725.4 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -612961.187500 Penalty: 4271.621094
	Iteration 1F: 3 clusters Score -612961.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -613228.000000 Penalty: 4271.621094
	Iteration 2F: 3 clusters Score -613228 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -613477.500000 Penalty: 4271.621094
	Iteration 3F: 3 clusters Score -613477.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -613783.062500 Penalty: 4271.621094
	Iteration 4F: 3 clusters Score -613783.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -614168.562500 Penalty: 4271.621094
	Iteration 5F: 3 clusters Score -614168.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -614518.625000 Penalty: 4271.621094
	Iteration 6F: 3 clusters Score -614518.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -614855.250000 Penalty: 4271.621094
	Iteration 7F: 3 clusters Score -614855.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -615125.000000 Penalty: 4271.621094
	Iteration 8F: 3 clusters Score -615125 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -615292.875000 Penalty: 4271.621094
	Iteration 9Q: 3 clusters Score -615292.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -615406.937500 Penalty: 4271.621094
	Iteration 10Q: 3 clusters Score -615406.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -615497.250000 Penalty: 4271.621094
	Iteration 11Q: 3 clusters Score -615497.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -615584.187500 Penalty: 4271.621094
	Iteration 12Q: 3 clusters Score -615584.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -615660.875000 Penalty: 4271.621094
	Iteration 13Q: 3 clusters Score -615660.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -615726.937500 Penalty: 4271.621094
	Iteration 14Q: 3 clusters Score -615726.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -615779.937500 Penalty: 4271.621094
	Iteration 15Q: 3 clusters Score -615779.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -615816.500000 Penalty: 4271.621094
	Iteration 16Q: 3 clusters Score -615816.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -615845.062500 Penalty: 4271.621094
	Iteration 17Q: 3 clusters Score -615845.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -615865.187500 Penalty: 4271.621094
	Iteration 18Q: 3 clusters Score -615865.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -615882.812500 Penalty: 4271.621094
	Iteration 19Q: 3 clusters Score -615882.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -615896.000000 Penalty: 4271.621094
	Iteration 20F: 3 clusters Score -615896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -615909.125000 Penalty: 4271.621094
	Iteration 21Q: 3 clusters Score -615909.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -615926.375000 Penalty: 4271.621094
	Iteration 22Q: 3 clusters Score -615926.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -615936.312500 Penalty: 4271.621094
	Iteration 23Q: 3 clusters Score -615936.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -615941.625000 Penalty: 4271.621094
	Iteration 24Q: 3 clusters Score -615941.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -615945.875000 Penalty: 4271.621094
	Iteration 25Q: 3 clusters Score -615945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -615950.250000 Penalty: 4271.621094
	Iteration 26Q: 3 clusters Score -615950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -615952.937500 Penalty: 4271.621094
	Iteration 27Q: 3 clusters Score -615952.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -615958.312500 Penalty: 4271.621094
	Iteration 28Q: 3 clusters Score -615958.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -615962.625000 Penalty: 4271.621094
	Iteration 29Q: 3 clusters Score -615962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -615966.250000 Penalty: 4271.621094
	Iteration 30Q: 3 clusters Score -615966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -615967.750000 Penalty: 4271.621094
	Iteration 31Q: 3 clusters Score -615967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -615970.125000 Penalty: 4271.621094
	Iteration 32Q: 3 clusters Score -615970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -615973.187500 Penalty: 4271.621094
	Iteration 33Q: 3 clusters Score -615973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -615973.187500 Penalty: 4271.621094
	Iteration 34F: 3 clusters Score -615973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Entering Unmasked Estep 
Score: -3199659.500000 Penalty: 2540.403076
	Iteration 0F: 2 clusters Score -3199660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3180374.000000 Penalty: 5080.806152
	Iteration 0F: 3 clusters Score -3180374 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3187307.500000 Penalty: 5080.806152
	Iteration 1F: 3 clusters Score -3187308 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3187909.250000 Penalty: 5080.806152
	Iteration 2F: 3 clusters Score -3187909 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3188518.500000 Penalty: 5080.806152
	Iteration 3Q: 3 clusters Score -3188518 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3189211.250000 Penalty: 5080.806152
	Iteration 4F: 3 clusters Score -3189211 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3190183.500000 Penalty: 5080.806152
	Iteration 5F: 3 clusters Score -3190184 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3191590.500000 Penalty: 5080.806152
	Iteration 6F: 3 clusters Score -3191590 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3193210.000000 Penalty: 5080.806152
	Iteration 7F: 3 clusters Score -3193210 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3194624.250000 Penalty: 5080.806152
	Iteration 8F: 3 clusters Score -3194624 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3195618.750000 Penalty: 5080.806152
	Iteration 9Q: 3 clusters Score -3195619 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3196268.750000 Penalty: 5080.806152
	Iteration 10Q: 3 clusters Score -3196269 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3196600.000000 Penalty: 5080.806152
	Iteration 11Q: 3 clusters Score -3196600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3196824.750000 Penalty: 5080.806152
	Iteration 12Q: 3 clusters Score -3196825 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3196937.000000 Penalty: 5080.806152
	Iteration 13Q: 3 clusters Score -3196937 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3197020.750000 Penalty: 5080.806152
	Iteration 14Q: 3 clusters Score -3197021 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3197100.500000 Penalty: 5080.806152
	Iteration 15Q: 3 clusters Score -3197100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3197152.500000 Penalty: 5080.806152
	Iteration 16Q: 3 clusters Score -3197152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3197189.750000 Penalty: 5080.806152
	Iteration 17Q: 3 clusters Score -3197190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3197222.250000 Penalty: 5080.806152
	Iteration 18Q: 3 clusters Score -3197222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3197263.000000 Penalty: 5080.806152
	Iteration 19Q: 3 clusters Score -3197263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3197277.000000 Penalty: 5080.806152
	Iteration 20F: 3 clusters Score -3197277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3197290.750000 Penalty: 5080.806152
	Iteration 21Q: 3 clusters Score -3197291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3197306.500000 Penalty: 5080.806152
	Iteration 22Q: 3 clusters Score -3197306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3197312.000000 Penalty: 5080.806152
	Iteration 23Q: 3 clusters Score -3197312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3197330.500000 Penalty: 5080.806152
	Iteration 24Q: 3 clusters Score -3197330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3197337.750000 Penalty: 5080.806152
	Iteration 25Q: 3 clusters Score -3197338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3197347.250000 Penalty: 5080.806152
	Iteration 26Q: 3 clusters Score -3197347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3197355.000000 Penalty: 5080.806152
	Iteration 27Q: 3 clusters Score -3197355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3197363.000000 Penalty: 5080.806152
	Iteration 28Q: 3 clusters Score -3197363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3197370.250000 Penalty: 5080.806152
	Iteration 29Q: 3 clusters Score -3197370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3197373.000000 Penalty: 5080.806152
	Iteration 30Q: 3 clusters Score -3197373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3197398.500000 Penalty: 5080.806152
	Iteration 31Q: 3 clusters Score -3197398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3197402.000000 Penalty: 5080.806152
	Iteration 32Q: 3 clusters Score -3197402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3197426.500000 Penalty: 5080.806152
	Iteration 33Q: 3 clusters Score -3197426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3197431.000000 Penalty: 5080.806152
	Iteration 34Q: 3 clusters Score -3197431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3197447.000000 Penalty: 5080.806152
	Iteration 35Q: 3 clusters Score -3197447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3197471.500000 Penalty: 5080.806152
	Iteration 36Q: 3 clusters Score -3197472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3197494.750000 Penalty: 5080.806152
	Iteration 37Q: 3 clusters Score -3197495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3197509.250000 Penalty: 5080.806152
	Iteration 38Q: 3 clusters Score -3197509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3197523.750000 Penalty: 5080.806152
	Iteration 39Q: 3 clusters Score -3197524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3197548.250000 Penalty: 5080.806152
	Iteration 40F: 3 clusters Score -3197548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3197551.500000 Penalty: 5080.806152
	Iteration 41Q: 3 clusters Score -3197552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3197557.500000 Penalty: 5080.806152
	Iteration 42Q: 3 clusters Score -3197558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3197573.750000 Penalty: 5080.806152
	Iteration 43Q: 3 clusters Score -3197574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3197576.500000 Penalty: 5080.806152
	Iteration 44Q: 3 clusters Score -3197576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3197582.000000 Penalty: 5080.806152
	Iteration 45Q: 3 clusters Score -3197582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3197599.250000 Penalty: 5080.806152
	Iteration 46Q: 3 clusters Score -3197599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3197604.500000 Penalty: 5080.806152
	Iteration 47Q: 3 clusters Score -3197604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3197617.750000 Penalty: 5080.806152
	Iteration 48Q: 3 clusters Score -3197618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3197628.500000 Penalty: 5080.806152
	Iteration 49Q: 3 clusters Score -3197628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3197638.500000 Penalty: 5080.806152
	Iteration 50Q: 3 clusters Score -3197638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3197658.750000 Penalty: 5080.806152
	Iteration 51Q: 3 clusters Score -3197659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3197677.500000 Penalty: 5080.806152
	Iteration 52Q: 3 clusters Score -3197678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3197697.250000 Penalty: 5080.806152
	Iteration 53Q: 3 clusters Score -3197697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3197715.750000 Penalty: 5080.806152
	Iteration 54Q: 3 clusters Score -3197716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3197731.750000 Penalty: 5080.806152
	Iteration 55Q: 3 clusters Score -3197732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3197738.000000 Penalty: 5080.806152
	Iteration 56Q: 3 clusters Score -3197738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3197755.500000 Penalty: 5080.806152
	Iteration 57Q: 3 clusters Score -3197756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3197763.500000 Penalty: 5080.806152
	Iteration 58Q: 3 clusters Score -3197764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3197769.000000 Penalty: 5080.806152
	Iteration 59Q: 3 clusters Score -3197769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3197774.750000 Penalty: 5080.806152
	Iteration 60F: 3 clusters Score -3197775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3197783.000000 Penalty: 5080.806152
	Iteration 61Q: 3 clusters Score -3197783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3197788.750000 Penalty: 5080.806152
	Iteration 62Q: 3 clusters Score -3197789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3197789.750000 Penalty: 5080.806152
	Iteration 63Q: 3 clusters Score -3197790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3197790.250000 Penalty: 5080.806152
	Iteration 64Q: 3 clusters Score -3197790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3197794.750000 Penalty: 5080.806152
	Iteration 65Q: 3 clusters Score -3197795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3197798.500000 Penalty: 5080.806152
	Iteration 66Q: 3 clusters Score -3197798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3197799.250000 Penalty: 5080.806152
	Iteration 67Q: 3 clusters Score -3197799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3197803.500000 Penalty: 5080.806152
	Iteration 68Q: 3 clusters Score -3197804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3197804.250000 Penalty: 5080.806152
	Iteration 69Q: 3 clusters Score -3197804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3197809.000000 Penalty: 5080.806152
	Iteration 70Q: 3 clusters Score -3197809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3197806.750000 Penalty: 5080.806152
	Iteration 71Q: 3 clusters Score -3197807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3197806.750000 Penalty: 5080.806152
	Iteration 72F: 3 clusters Score -3197807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -214790.156250 Penalty: 1972.422974
	Iteration 0F: 2 clusters Score -214790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -211669.406250 Penalty: 3944.845947
	Iteration 0F: 3 clusters Score -211669.4 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212618.609375 Penalty: 3944.845947
	Iteration 1F: 3 clusters Score -212618.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -213238.984375 Penalty: 3944.845947
	Iteration 2F: 3 clusters Score -213239 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -213664.125000 Penalty: 3944.845947
	Iteration 3F: 3 clusters Score -213664.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -213900.140625 Penalty: 3944.845947
	Iteration 4F: 3 clusters Score -213900.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -214050.609375 Penalty: 3944.845947
	Iteration 5Q: 3 clusters Score -214050.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -214129.562500 Penalty: 3944.845947
	Iteration 6Q: 3 clusters Score -214129.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -214195.187500 Penalty: 3944.845947
	Iteration 7Q: 3 clusters Score -214195.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -214231.046875 Penalty: 3944.845947
	Iteration 8Q: 3 clusters Score -214231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214256.218750 Penalty: 3944.845947
	Iteration 9Q: 3 clusters Score -214256.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -214272.750000 Penalty: 3944.845947
	Iteration 10Q: 3 clusters Score -214272.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -214289.000000 Penalty: 3944.845947
	Iteration 11Q: 3 clusters Score -214289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -214307.218750 Penalty: 3944.845947
	Iteration 12Q: 3 clusters Score -214307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -214320.640625 Penalty: 3944.845947
	Iteration 13Q: 3 clusters Score -214320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -214328.625000 Penalty: 3944.845947
	Iteration 14Q: 3 clusters Score -214328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -214333.203125 Penalty: 3944.845947
	Iteration 15Q: 3 clusters Score -214333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -214334.500000 Penalty: 3944.845947
	Iteration 16Q: 3 clusters Score -214334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -214336.515625 Penalty: 3944.845947
	Iteration 17Q: 3 clusters Score -214336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -214338.328125 Penalty: 3944.845947
	Iteration 18Q: 3 clusters Score -214338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -214339.843750 Penalty: 3944.845947
	Iteration 19Q: 3 clusters Score -214339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -214342.187500 Penalty: 3944.845947
	Iteration 20F: 3 clusters Score -214342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214345.328125 Penalty: 3944.845947
	Iteration 21Q: 3 clusters Score -214345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214347.687500 Penalty: 3944.845947
	Iteration 22Q: 3 clusters Score -214347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214348.578125 Penalty: 3944.845947
	Iteration 23Q: 3 clusters Score -214348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214348.578125 Penalty: 3944.845947
	Iteration 24F: 3 clusters Score -214348.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Entering Unmasked Estep 
Score: -1824464.875000 Penalty: 2400.275391
	Iteration 0F: 2 clusters Score -1824465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1813009.625000 Penalty: 4800.550781
	Iteration 0F: 3 clusters Score -1813010 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1816642.375000 Penalty: 4800.550781
	Iteration 1F: 3 clusters Score -1816642 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1817045.375000 Penalty: 4800.550781
	Iteration 2F: 3 clusters Score -1817045 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1817402.875000 Penalty: 4800.550781
	Iteration 3Q: 3 clusters Score -1817403 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1817733.250000 Penalty: 4800.550781
	Iteration 4Q: 3 clusters Score -1817733 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1818063.125000 Penalty: 4800.550781
	Iteration 5Q: 3 clusters Score -1818063 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1818400.750000 Penalty: 4800.550781
	Iteration 6Q: 3 clusters Score -1818401 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1818750.125000 Penalty: 4800.550781
	Iteration 7Q: 3 clusters Score -1818750 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1819114.625000 Penalty: 4800.550781
	Iteration 8Q: 3 clusters Score -1819115 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1819436.625000 Penalty: 4800.550781
	Iteration 9Q: 3 clusters Score -1819437 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1819723.750000 Penalty: 4800.550781
	Iteration 10Q: 3 clusters Score -1819724 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1820001.500000 Penalty: 4800.550781
	Iteration 11Q: 3 clusters Score -1820002 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1820258.000000 Penalty: 4800.550781
	Iteration 12Q: 3 clusters Score -1820258 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1820501.500000 Penalty: 4800.550781
	Iteration 13Q: 3 clusters Score -1820502 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1820680.875000 Penalty: 4800.550781
	Iteration 14Q: 3 clusters Score -1820681 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1820819.125000 Penalty: 4800.550781
	Iteration 15Q: 3 clusters Score -1820819 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1820922.250000 Penalty: 4800.550781
	Iteration 16Q: 3 clusters Score -1820922 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1821019.875000 Penalty: 4800.550781
	Iteration 17Q: 3 clusters Score -1821020 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1821092.125000 Penalty: 4800.550781
	Iteration 18Q: 3 clusters Score -1821092 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1821160.250000 Penalty: 4800.550781
	Iteration 19Q: 3 clusters Score -1821160 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1821231.125000 Penalty: 4800.550781
	Iteration 20F: 3 clusters Score -1821231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1821286.875000 Penalty: 4800.550781
	Iteration 21Q: 3 clusters Score -1821287 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1821340.000000 Penalty: 4800.550781
	Iteration 22Q: 3 clusters Score -1821340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1821394.625000 Penalty: 4800.550781
	Iteration 23Q: 3 clusters Score -1821395 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1821435.250000 Penalty: 4800.550781
	Iteration 24Q: 3 clusters Score -1821435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1821474.375000 Penalty: 4800.550781
	Iteration 25Q: 3 clusters Score -1821474 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1821520.375000 Penalty: 4800.550781
	Iteration 26Q: 3 clusters Score -1821520 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1821543.375000 Penalty: 4800.550781
	Iteration 27Q: 3 clusters Score -1821543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1821566.125000 Penalty: 4800.550781
	Iteration 28Q: 3 clusters Score -1821566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1821587.750000 Penalty: 4800.550781
	Iteration 29Q: 3 clusters Score -1821588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1821617.875000 Penalty: 4800.550781
	Iteration 30Q: 3 clusters Score -1821618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1821658.125000 Penalty: 4800.550781
	Iteration 31Q: 3 clusters Score -1821658 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1821691.375000 Penalty: 4800.550781
	Iteration 32Q: 3 clusters Score -1821691 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1821716.500000 Penalty: 4800.550781
	Iteration 33Q: 3 clusters Score -1821716 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1821750.625000 Penalty: 4800.550781
	Iteration 34Q: 3 clusters Score -1821751 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1821802.000000 Penalty: 4800.550781
	Iteration 35Q: 3 clusters Score -1821802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1821854.250000 Penalty: 4800.550781
	Iteration 36Q: 3 clusters Score -1821854 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1821899.625000 Penalty: 4800.550781
	Iteration 37Q: 3 clusters Score -1821900 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1821943.875000 Penalty: 4800.550781
	Iteration 38Q: 3 clusters Score -1821944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1821988.125000 Penalty: 4800.550781
	Iteration 39Q: 3 clusters Score -1821988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1822033.125000 Penalty: 4800.550781
	Iteration 40F: 3 clusters Score -1822033 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1822073.125000 Penalty: 4800.550781
	Iteration 41Q: 3 clusters Score -1822073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1822118.875000 Penalty: 4800.550781
	Iteration 42Q: 3 clusters Score -1822119 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1822159.000000 Penalty: 4800.550781
	Iteration 43Q: 3 clusters Score -1822159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1822197.500000 Penalty: 4800.550781
	Iteration 44Q: 3 clusters Score -1822198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1822255.875000 Penalty: 4800.550781
	Iteration 45Q: 3 clusters Score -1822256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1822293.500000 Penalty: 4800.550781
	Iteration 46Q: 3 clusters Score -1822294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1822336.625000 Penalty: 4800.550781
	Iteration 47Q: 3 clusters Score -1822337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1822375.500000 Penalty: 4800.550781
	Iteration 48Q: 3 clusters Score -1822376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1822420.375000 Penalty: 4800.550781
	Iteration 49Q: 3 clusters Score -1822420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1822477.000000 Penalty: 4800.550781
	Iteration 50Q: 3 clusters Score -1822477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1822539.125000 Penalty: 4800.550781
	Iteration 51Q: 3 clusters Score -1822539 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1822578.625000 Penalty: 4800.550781
	Iteration 52Q: 3 clusters Score -1822579 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1822621.250000 Penalty: 4800.550781
	Iteration 53Q: 3 clusters Score -1822621 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1822656.750000 Penalty: 4800.550781
	Iteration 54Q: 3 clusters Score -1822657 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1822687.500000 Penalty: 4800.550781
	Iteration 55Q: 3 clusters Score -1822688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1822712.875000 Penalty: 4800.550781
	Iteration 56Q: 3 clusters Score -1822713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1822737.375000 Penalty: 4800.550781
	Iteration 57Q: 3 clusters Score -1822737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1822757.000000 Penalty: 4800.550781
	Iteration 58Q: 3 clusters Score -1822757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1822775.625000 Penalty: 4800.550781
	Iteration 59Q: 3 clusters Score -1822776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1822804.125000 Penalty: 4800.550781
	Iteration 60F: 3 clusters Score -1822804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1822830.000000 Penalty: 4800.550781
	Iteration 61Q: 3 clusters Score -1822830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1822844.000000 Penalty: 4800.550781
	Iteration 62Q: 3 clusters Score -1822844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1822861.875000 Penalty: 4800.550781
	Iteration 63Q: 3 clusters Score -1822862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1822879.625000 Penalty: 4800.550781
	Iteration 64Q: 3 clusters Score -1822880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1822896.125000 Penalty: 4800.550781
	Iteration 65Q: 3 clusters Score -1822896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1822928.375000 Penalty: 4800.550781
	Iteration 66Q: 3 clusters Score -1822928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1822953.625000 Penalty: 4800.550781
	Iteration 67Q: 3 clusters Score -1822954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1822964.500000 Penalty: 4800.550781
	Iteration 68Q: 3 clusters Score -1822964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1822977.250000 Penalty: 4800.550781
	Iteration 69Q: 3 clusters Score -1822977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1823000.375000 Penalty: 4800.550781
	Iteration 70Q: 3 clusters Score -1823000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1823018.875000 Penalty: 4800.550781
	Iteration 71Q: 3 clusters Score -1823019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1823030.250000 Penalty: 4800.550781
	Iteration 72Q: 3 clusters Score -1823030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1823046.000000 Penalty: 4800.550781
	Iteration 73Q: 3 clusters Score -1823046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1823060.625000 Penalty: 4800.550781
	Iteration 74Q: 3 clusters Score -1823061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1823077.250000 Penalty: 4800.550781
	Iteration 75Q: 3 clusters Score -1823077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1823088.125000 Penalty: 4800.550781
	Iteration 76Q: 3 clusters Score -1823088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1823099.625000 Penalty: 4800.550781
	Iteration 77Q: 3 clusters Score -1823100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1823108.875000 Penalty: 4800.550781
	Iteration 78Q: 3 clusters Score -1823109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1823118.625000 Penalty: 4800.550781
	Iteration 79Q: 3 clusters Score -1823119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1823121.250000 Penalty: 4800.550781
	Iteration 80F: 3 clusters Score -1823121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1823121.875000 Penalty: 4800.550781
	Iteration 81Q: 3 clusters Score -1823122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1823132.250000 Penalty: 4800.550781
	Iteration 82Q: 3 clusters Score -1823132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1823133.750000 Penalty: 4800.550781
	Iteration 83Q: 3 clusters Score -1823134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1823134.625000 Penalty: 4800.550781
	Iteration 84Q: 3 clusters Score -1823135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1823137.250000 Penalty: 4800.550781
	Iteration 85Q: 3 clusters Score -1823137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1823142.875000 Penalty: 4800.550781
	Iteration 86Q: 3 clusters Score -1823143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1823140.125000 Penalty: 4800.550781
	Iteration 87Q: 3 clusters Score -1823140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1823144.000000 Penalty: 4800.550781
	Iteration 88Q: 3 clusters Score -1823144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1823145.500000 Penalty: 4800.550781
	Iteration 89Q: 3 clusters Score -1823146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1823145.375000 Penalty: 4800.550781
	Iteration 90Q: 3 clusters Score -1823145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1823146.375000 Penalty: 4800.550781
	Iteration 91Q: 3 clusters Score -1823146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1823147.375000 Penalty: 4800.550781
	Iteration 92Q: 3 clusters Score -1823147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1823149.250000 Penalty: 4800.550781
	Iteration 93Q: 3 clusters Score -1823149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1823147.125000 Penalty: 4800.550781
	Iteration 94Q: 3 clusters Score -1823147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1823147.125000 Penalty: 4800.550781
	Iteration 95F: 3 clusters Score -1823147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Entering Unmasked Estep 
Score: -1729325.000000 Penalty: 2384.107178
	Iteration 0F: 2 clusters Score -1729325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1718388.750000 Penalty: 4768.214355
	Iteration 0F: 3 clusters Score -1718389 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1721787.125000 Penalty: 4768.214355
	Iteration 1F: 3 clusters Score -1721787 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1722115.500000 Penalty: 4768.214355
	Iteration 2F: 3 clusters Score -1722116 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1722390.375000 Penalty: 4768.214355
	Iteration 3Q: 3 clusters Score -1722390 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1722619.125000 Penalty: 4768.214355
	Iteration 4Q: 3 clusters Score -1722619 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1722841.375000 Penalty: 4768.214355
	Iteration 5Q: 3 clusters Score -1722841 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1723053.125000 Penalty: 4768.214355
	Iteration 6Q: 3 clusters Score -1723053 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1723248.250000 Penalty: 4768.214355
	Iteration 7Q: 3 clusters Score -1723248 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1723443.500000 Penalty: 4768.214355
	Iteration 8Q: 3 clusters Score -1723444 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1723651.000000 Penalty: 4768.214355
	Iteration 9Q: 3 clusters Score -1723651 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1723888.375000 Penalty: 4768.214355
	Iteration 10Q: 3 clusters Score -1723888 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1724139.375000 Penalty: 4768.214355
	Iteration 11Q: 3 clusters Score -1724139 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1724387.750000 Penalty: 4768.214355
	Iteration 12Q: 3 clusters Score -1724388 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1724636.375000 Penalty: 4768.214355
	Iteration 13Q: 3 clusters Score -1724636 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1724928.000000 Penalty: 4768.214355
	Iteration 14Q: 3 clusters Score -1724928 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1725238.625000 Penalty: 4768.214355
	Iteration 15Q: 3 clusters Score -1725239 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1725497.625000 Penalty: 4768.214355
	Iteration 16Q: 3 clusters Score -1725498 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1725702.500000 Penalty: 4768.214355
	Iteration 17Q: 3 clusters Score -1725702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1725880.250000 Penalty: 4768.214355
	Iteration 18Q: 3 clusters Score -1725880 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1726005.500000 Penalty: 4768.214355
	Iteration 19Q: 3 clusters Score -1726006 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1726095.000000 Penalty: 4768.214355
	Iteration 20F: 3 clusters Score -1726095 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1726172.000000 Penalty: 4768.214355
	Iteration 21Q: 3 clusters Score -1726172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1726247.000000 Penalty: 4768.214355
	Iteration 22Q: 3 clusters Score -1726247 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1726314.625000 Penalty: 4768.214355
	Iteration 23Q: 3 clusters Score -1726315 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1726378.500000 Penalty: 4768.214355
	Iteration 24Q: 3 clusters Score -1726378 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1726434.500000 Penalty: 4768.214355
	Iteration 25Q: 3 clusters Score -1726434 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1726485.625000 Penalty: 4768.214355
	Iteration 26Q: 3 clusters Score -1726486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1726534.375000 Penalty: 4768.214355
	Iteration 27Q: 3 clusters Score -1726534 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1726578.375000 Penalty: 4768.214355
	Iteration 28Q: 3 clusters Score -1726578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1726626.000000 Penalty: 4768.214355
	Iteration 29Q: 3 clusters Score -1726626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1726656.125000 Penalty: 4768.214355
	Iteration 30Q: 3 clusters Score -1726656 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1726692.375000 Penalty: 4768.214355
	Iteration 31Q: 3 clusters Score -1726692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1726715.375000 Penalty: 4768.214355
	Iteration 32Q: 3 clusters Score -1726715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1726738.375000 Penalty: 4768.214355
	Iteration 33Q: 3 clusters Score -1726738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1726767.500000 Penalty: 4768.214355
	Iteration 34Q: 3 clusters Score -1726768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1726791.000000 Penalty: 4768.214355
	Iteration 35Q: 3 clusters Score -1726791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1726815.375000 Penalty: 4768.214355
	Iteration 36Q: 3 clusters Score -1726815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1726839.250000 Penalty: 4768.214355
	Iteration 37Q: 3 clusters Score -1726839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1726859.125000 Penalty: 4768.214355
	Iteration 38Q: 3 clusters Score -1726859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1726882.875000 Penalty: 4768.214355
	Iteration 39Q: 3 clusters Score -1726883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1726906.000000 Penalty: 4768.214355
	Iteration 40F: 3 clusters Score -1726906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1726917.625000 Penalty: 4768.214355
	Iteration 41Q: 3 clusters Score -1726918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1726940.000000 Penalty: 4768.214355
	Iteration 42Q: 3 clusters Score -1726940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1726955.375000 Penalty: 4768.214355
	Iteration 43Q: 3 clusters Score -1726955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1726970.750000 Penalty: 4768.214355
	Iteration 44Q: 3 clusters Score -1726971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1726988.250000 Penalty: 4768.214355
	Iteration 45Q: 3 clusters Score -1726988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1727007.500000 Penalty: 4768.214355
	Iteration 46Q: 3 clusters Score -1727008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1727020.250000 Penalty: 4768.214355
	Iteration 47Q: 3 clusters Score -1727020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1727029.625000 Penalty: 4768.214355
	Iteration 48Q: 3 clusters Score -1727030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1727042.250000 Penalty: 4768.214355
	Iteration 49Q: 3 clusters Score -1727042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1727052.625000 Penalty: 4768.214355
	Iteration 50Q: 3 clusters Score -1727053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1727056.125000 Penalty: 4768.214355
	Iteration 51Q: 3 clusters Score -1727056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1727065.500000 Penalty: 4768.214355
	Iteration 52Q: 3 clusters Score -1727066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1727087.125000 Penalty: 4768.214355
	Iteration 53Q: 3 clusters Score -1727087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1727107.500000 Penalty: 4768.214355
	Iteration 54Q: 3 clusters Score -1727108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1727114.250000 Penalty: 4768.214355
	Iteration 55Q: 3 clusters Score -1727114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1727126.125000 Penalty: 4768.214355
	Iteration 56Q: 3 clusters Score -1727126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1727134.500000 Penalty: 4768.214355
	Iteration 57Q: 3 clusters Score -1727134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1727140.125000 Penalty: 4768.214355
	Iteration 58Q: 3 clusters Score -1727140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1727152.000000 Penalty: 4768.214355
	Iteration 59Q: 3 clusters Score -1727152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1727153.875000 Penalty: 4768.214355
	Iteration 60F: 3 clusters Score -1727154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1727156.625000 Penalty: 4768.214355
	Iteration 61Q: 3 clusters Score -1727157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1727160.875000 Penalty: 4768.214355
	Iteration 62Q: 3 clusters Score -1727161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1727163.375000 Penalty: 4768.214355
	Iteration 63Q: 3 clusters Score -1727163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1727166.500000 Penalty: 4768.214355
	Iteration 64Q: 3 clusters Score -1727166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1727170.875000 Penalty: 4768.214355
	Iteration 65Q: 3 clusters Score -1727171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1727177.125000 Penalty: 4768.214355
	Iteration 66Q: 3 clusters Score -1727177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1727175.375000 Penalty: 4768.214355
	Iteration 67Q: 3 clusters Score -1727175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1727179.250000 Penalty: 4768.214355
	Iteration 68Q: 3 clusters Score -1727179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1727182.875000 Penalty: 4768.214355
	Iteration 69Q: 3 clusters Score -1727183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1727183.125000 Penalty: 4768.214355
	Iteration 70Q: 3 clusters Score -1727183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1727182.500000 Penalty: 4768.214355
	Iteration 71Q: 3 clusters Score -1727182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1727187.875000 Penalty: 4768.214355
	Iteration 72Q: 3 clusters Score -1727188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1727189.875000 Penalty: 4768.214355
	Iteration 73Q: 3 clusters Score -1727190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1727194.750000 Penalty: 4768.214355
	Iteration 74Q: 3 clusters Score -1727195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1727195.375000 Penalty: 4768.214355
	Iteration 75Q: 3 clusters Score -1727195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1727196.750000 Penalty: 4768.214355
	Iteration 76Q: 3 clusters Score -1727197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1727198.000000 Penalty: 4768.214355
	Iteration 77Q: 3 clusters Score -1727198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1727199.750000 Penalty: 4768.214355
	Iteration 78Q: 3 clusters Score -1727200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1727201.000000 Penalty: 4768.214355
	Iteration 79Q: 3 clusters Score -1727201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1727202.250000 Penalty: 4768.214355
	Iteration 80F: 3 clusters Score -1727202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1727203.875000 Penalty: 4768.214355
	Iteration 81Q: 3 clusters Score -1727204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1727204.000000 Penalty: 4768.214355
	Iteration 82Q: 3 clusters Score -1727204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1727205.875000 Penalty: 4768.214355
	Iteration 83Q: 3 clusters Score -1727206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1727206.375000 Penalty: 4768.214355
	Iteration 84Q: 3 clusters Score -1727206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1727207.875000 Penalty: 4768.214355
	Iteration 85Q: 3 clusters Score -1727208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1727208.125000 Penalty: 4768.214355
	Iteration 86Q: 3 clusters Score -1727208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1727207.500000 Penalty: 4768.214355
	Iteration 87Q: 3 clusters Score -1727208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1727207.250000 Penalty: 4768.214355
	Iteration 88Q: 3 clusters Score -1727207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1727209.750000 Penalty: 4768.214355
	Iteration 89Q: 3 clusters Score -1727210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1727208.500000 Penalty: 4768.214355
	Iteration 90Q: 3 clusters Score -1727208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1727211.375000 Penalty: 4768.214355
	Iteration 91Q: 3 clusters Score -1727211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1727211.375000 Penalty: 4768.214355
	Iteration 92F: 3 clusters Score -1727211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -341095.062500 Penalty: 2002.590210
	Iteration 0F: 2 clusters Score -341095.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -337740.156250 Penalty: 4005.180420
	Iteration 0F: 3 clusters Score -337740.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -338548.656250 Penalty: 4005.180420
	Iteration 1F: 3 clusters Score -338548.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -338812.906250 Penalty: 4005.180420
	Iteration 2F: 3 clusters Score -338812.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -339013.500000 Penalty: 4005.180420
	Iteration 3F: 3 clusters Score -339013.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -339217.812500 Penalty: 4005.180420
	Iteration 4F: 3 clusters Score -339217.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -339399.375000 Penalty: 4005.180420
	Iteration 5F: 3 clusters Score -339399.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -339612.218750 Penalty: 4005.180420
	Iteration 6F: 3 clusters Score -339612.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -339875.875000 Penalty: 4005.180420
	Iteration 7F: 3 clusters Score -339875.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -340104.906250 Penalty: 4005.180420
	Iteration 8F: 3 clusters Score -340104.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -340248.562500 Penalty: 4005.180420
	Iteration 9Q: 3 clusters Score -340248.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -340307.593750 Penalty: 4005.180420
	Iteration 10Q: 3 clusters Score -340307.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -340330.812500 Penalty: 4005.180420
	Iteration 11Q: 3 clusters Score -340330.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -340342.000000 Penalty: 4005.180420
	Iteration 12Q: 3 clusters Score -340342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -340347.531250 Penalty: 4005.180420
	Iteration 13Q: 3 clusters Score -340347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -340352.531250 Penalty: 4005.180420
	Iteration 14Q: 3 clusters Score -340352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340354.031250 Penalty: 4005.180420
	Iteration 15Q: 3 clusters Score -340354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -340357.281250 Penalty: 4005.180420
	Iteration 16Q: 3 clusters Score -340357.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -340361.187500 Penalty: 4005.180420
	Iteration 17Q: 3 clusters Score -340361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -340365.281250 Penalty: 4005.180420
	Iteration 18Q: 3 clusters Score -340365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -340367.375000 Penalty: 4005.180420
	Iteration 19Q: 3 clusters Score -340367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -340369.062500 Penalty: 4005.180420
	Iteration 20F: 3 clusters Score -340369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -340369.593750 Penalty: 4005.180420
	Iteration 21Q: 3 clusters Score -340369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -340369.593750 Penalty: 4005.180420
	Iteration 22F: 3 clusters Score -340369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -255542.078125 Penalty: 1966.155396
	Iteration 0F: 2 clusters Score -255542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -252500.515625 Penalty: 3932.310791
	Iteration 0F: 3 clusters Score -252500.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -253382.609375 Penalty: 3932.310791
	Iteration 1F: 3 clusters Score -253382.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -253781.390625 Penalty: 3932.310791
	Iteration 2F: 3 clusters Score -253781.4 nChanged 213
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: -254053.703125 Penalty: 3932.310791
	Iteration 3F: 3 clusters Score -254053.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -254229.343750 Penalty: 3932.310791
	Iteration 4F: 3 clusters Score -254229.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -254357.046875 Penalty: 3932.310791
	Iteration 5Q: 3 clusters Score -254357 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -254437.281250 Penalty: 3932.310791
	Iteration 6Q: 3 clusters Score -254437.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -254493.203125 Penalty: 3932.310791
	Iteration 7Q: 3 clusters Score -254493.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -254524.718750 Penalty: 3932.310791
	Iteration 8Q: 3 clusters Score -254524.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -254542.140625 Penalty: 3932.310791
	Iteration 9Q: 3 clusters Score -254542.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -254559.312500 Penalty: 3932.310791
	Iteration 10Q: 3 clusters Score -254559.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -254572.015625 Penalty: 3932.310791
	Iteration 11Q: 3 clusters Score -254572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -254580.343750 Penalty: 3932.310791
	Iteration 12Q: 3 clusters Score -254580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254584.421875 Penalty: 3932.310791
	Iteration 13Q: 3 clusters Score -254584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254586.843750 Penalty: 3932.310791
	Iteration 14Q: 3 clusters Score -254586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254586.843750 Penalty: 3932.310791
	Iteration 15F: 3 clusters Score -254586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Entering Unmasked Estep 
Score: -609061.500000 Penalty: 2144.628174
	Iteration 0F: 2 clusters Score -609061.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -604090.750000 Penalty: 4289.256348
	Iteration 0F: 3 clusters Score -604090.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -605329.750000 Penalty: 4289.256348
	Iteration 1F: 3 clusters Score -605329.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -605641.625000 Penalty: 4289.256348
	Iteration 2F: 3 clusters Score -605641.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -605877.125000 Penalty: 4289.256348
	Iteration 3F: 3 clusters Score -605877.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -606092.250000 Penalty: 4289.256348
	Iteration 4Q: 3 clusters Score -606092.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -606314.750000 Penalty: 4289.256348
	Iteration 5Q: 3 clusters Score -606314.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -606492.750000 Penalty: 4289.256348
	Iteration 6Q: 3 clusters Score -606492.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -606679.000000 Penalty: 4289.256348
	Iteration 7Q: 3 clusters Score -606679 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -606879.562500 Penalty: 4289.256348
	Iteration 8Q: 3 clusters Score -606879.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -607081.687500 Penalty: 4289.256348
	Iteration 9Q: 3 clusters Score -607081.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -607239.937500 Penalty: 4289.256348
	Iteration 10Q: 3 clusters Score -607239.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -607369.250000 Penalty: 4289.256348
	Iteration 11Q: 3 clusters Score -607369.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -607491.500000 Penalty: 4289.256348
	Iteration 12Q: 3 clusters Score -607491.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -607574.562500 Penalty: 4289.256348
	Iteration 13Q: 3 clusters Score -607574.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -607651.250000 Penalty: 4289.256348
	Iteration 14Q: 3 clusters Score -607651.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -607733.812500 Penalty: 4289.256348
	Iteration 15Q: 3 clusters Score -607733.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -607808.875000 Penalty: 4289.256348
	Iteration 16Q: 3 clusters Score -607808.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -607870.312500 Penalty: 4289.256348
	Iteration 17Q: 3 clusters Score -607870.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -607915.000000 Penalty: 4289.256348
	Iteration 18Q: 3 clusters Score -607915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -607944.375000 Penalty: 4289.256348
	Iteration 19Q: 3 clusters Score -607944.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -607967.562500 Penalty: 4289.256348
	Iteration 20F: 3 clusters Score -607967.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -607988.125000 Penalty: 4289.256348
	Iteration 21Q: 3 clusters Score -607988.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -607999.812500 Penalty: 4289.256348
	Iteration 22Q: 3 clusters Score -607999.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -608013.000000 Penalty: 4289.256348
	Iteration 23Q: 3 clusters Score -608013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -608025.937500 Penalty: 4289.256348
	Iteration 24Q: 3 clusters Score -608025.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -608036.750000 Penalty: 4289.256348
	Iteration 25Q: 3 clusters Score -608036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -608043.375000 Penalty: 4289.256348
	Iteration 26Q: 3 clusters Score -608043.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -608047.812500 Penalty: 4289.256348
	Iteration 27Q: 3 clusters Score -608047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -608054.312500 Penalty: 4289.256348
	Iteration 28Q: 3 clusters Score -608054.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -608061.062500 Penalty: 4289.256348
	Iteration 29Q: 3 clusters Score -608061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -608064.000000 Penalty: 4289.256348
	Iteration 30Q: 3 clusters Score -608064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -608065.812500 Penalty: 4289.256348
	Iteration 31Q: 3 clusters Score -608065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -608069.062500 Penalty: 4289.256348
	Iteration 32Q: 3 clusters Score -608069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -608072.937500 Penalty: 4289.256348
	Iteration 33Q: 3 clusters Score -608072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -608073.687500 Penalty: 4289.256348
	Iteration 34Q: 3 clusters Score -608073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -608075.000000 Penalty: 4289.256348
	Iteration 35Q: 3 clusters Score -608075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -608076.000000 Penalty: 4289.256348
	Iteration 36Q: 3 clusters Score -608076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -608077.937500 Penalty: 4289.256348
	Iteration 37Q: 3 clusters Score -608077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -608079.625000 Penalty: 4289.256348
	Iteration 38Q: 3 clusters Score -608079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -608079.937500 Penalty: 4289.256348
	Iteration 39Q: 3 clusters Score -608079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -608079.812500 Penalty: 4289.256348
	Iteration 40F: 3 clusters Score -608079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -608080.375000 Penalty: 4289.256348
	Iteration 41Q: 3 clusters Score -608080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -608080.625000 Penalty: 4289.256348
	Iteration 42Q: 3 clusters Score -608080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -608080.625000 Penalty: 4289.256348
	Iteration 43F: 3 clusters Score -608080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Entering Unmasked Estep 
Score: -3468436.000000 Penalty: 2563.388428
	Iteration 0F: 2 clusters Score -3468436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3447317.000000 Penalty: 5126.776855
	Iteration 0F: 3 clusters Score -3447317 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3455226.500000 Penalty: 5126.776855
	Iteration 1F: 3 clusters Score -3455226 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3456034.500000 Penalty: 5126.776855
	Iteration 2F: 3 clusters Score -3456034 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3456958.000000 Penalty: 5126.776855
	Iteration 3F: 3 clusters Score -3456958 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3458015.250000 Penalty: 5126.776855
	Iteration 4F: 3 clusters Score -3458015 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3459203.000000 Penalty: 5126.776855
	Iteration 5F: 3 clusters Score -3459203 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3460500.000000 Penalty: 5126.776855
	Iteration 6F: 3 clusters Score -3460500 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3461795.500000 Penalty: 5126.776855
	Iteration 7F: 3 clusters Score -3461796 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3462965.750000 Penalty: 5126.776855
	Iteration 8F: 3 clusters Score -3462966 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3463815.000000 Penalty: 5126.776855
	Iteration 9Q: 3 clusters Score -3463815 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3464448.250000 Penalty: 5126.776855
	Iteration 10Q: 3 clusters Score -3464448 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3464894.000000 Penalty: 5126.776855
	Iteration 11Q: 3 clusters Score -3464894 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3465250.000000 Penalty: 5126.776855
	Iteration 12Q: 3 clusters Score -3465250 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3465587.250000 Penalty: 5126.776855
	Iteration 13Q: 3 clusters Score -3465587 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3465871.750000 Penalty: 5126.776855
	Iteration 14Q: 3 clusters Score -3465872 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3466086.750000 Penalty: 5126.776855
	Iteration 15Q: 3 clusters Score -3466087 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3466245.500000 Penalty: 5126.776855
	Iteration 16Q: 3 clusters Score -3466246 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3466371.500000 Penalty: 5126.776855
	Iteration 17Q: 3 clusters Score -3466372 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3466454.750000 Penalty: 5126.776855
	Iteration 18Q: 3 clusters Score -3466455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3466509.000000 Penalty: 5126.776855
	Iteration 19Q: 3 clusters Score -3466509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3466555.000000 Penalty: 5126.776855
	Iteration 20F: 3 clusters Score -3466555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3466574.250000 Penalty: 5126.776855
	Iteration 21Q: 3 clusters Score -3466574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3466601.000000 Penalty: 5126.776855
	Iteration 22Q: 3 clusters Score -3466601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3466609.250000 Penalty: 5126.776855
	Iteration 23Q: 3 clusters Score -3466609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3466622.500000 Penalty: 5126.776855
	Iteration 24Q: 3 clusters Score -3466622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3466631.250000 Penalty: 5126.776855
	Iteration 25Q: 3 clusters Score -3466631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3466640.250000 Penalty: 5126.776855
	Iteration 26Q: 3 clusters Score -3466640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3466639.250000 Penalty: 5126.776855
	Iteration 27Q: 3 clusters Score -3466639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3466637.500000 Penalty: 5126.776855
	Iteration 28Q: 3 clusters Score -3466638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3466644.750000 Penalty: 5126.776855
	Iteration 29Q: 3 clusters Score -3466645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3466648.750000 Penalty: 5126.776855
	Iteration 30Q: 3 clusters Score -3466649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3466650.250000 Penalty: 5126.776855
	Iteration 31Q: 3 clusters Score -3466650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3466652.000000 Penalty: 5126.776855
	Iteration 32Q: 3 clusters Score -3466652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3466660.500000 Penalty: 5126.776855
	Iteration 33Q: 3 clusters Score -3466660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3466669.250000 Penalty: 5126.776855
	Iteration 34Q: 3 clusters Score -3466669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3466669.000000 Penalty: 5126.776855
	Iteration 35Q: 3 clusters Score -3466669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3466666.500000 Penalty: 5126.776855
	Iteration 36Q: 3 clusters Score -3466666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3466666.250000 Penalty: 5126.776855
	Iteration 37Q: 3 clusters Score -3466666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3466663.750000 Penalty: 5126.776855
	Iteration 38Q: 3 clusters Score -3466664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3466666.000000 Penalty: 5126.776855
	Iteration 39Q: 3 clusters Score -3466666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3466666.750000 Penalty: 5126.776855
	Iteration 40F: 3 clusters Score -3466667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3466672.000000 Penalty: 5126.776855
	Iteration 41Q: 3 clusters Score -3466672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3466671.500000 Penalty: 5126.776855
	Iteration 42Q: 3 clusters Score -3466672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3466674.250000 Penalty: 5126.776855
	Iteration 43Q: 3 clusters Score -3466674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3466671.250000 Penalty: 5126.776855
	Iteration 44Q: 3 clusters Score -3466671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3466675.750000 Penalty: 5126.776855
	Iteration 45Q: 3 clusters Score -3466676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3466675.750000 Penalty: 5126.776855
	Iteration 46Q: 3 clusters Score -3466676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3466677.500000 Penalty: 5126.776855
	Iteration 47Q: 3 clusters Score -3466678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3466682.000000 Penalty: 5126.776855
	Iteration 48Q: 3 clusters Score -3466682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3466682.000000 Penalty: 5126.776855
	Iteration 49F: 3 clusters Score -3466682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1390914.125000 Penalty: 2343.382080
	Iteration 0F: 2 clusters Score -1390914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1381487.750000 Penalty: 4686.764160
	Iteration 0F: 3 clusters Score -1381488 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1384684.375000 Penalty: 4686.764160
	Iteration 1F: 3 clusters Score -1384684 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1385820.000000 Penalty: 4686.764160
	Iteration 2F: 3 clusters Score -1385820 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1387116.500000 Penalty: 4686.764160
	Iteration 3F: 3 clusters Score -1387116 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1388115.000000 Penalty: 4686.764160
	Iteration 4F: 3 clusters Score -1388115 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1388811.500000 Penalty: 4686.764160
	Iteration 5F: 3 clusters Score -1388812 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1389286.875000 Penalty: 4686.764160
	Iteration 6F: 3 clusters Score -1389287 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1389619.125000 Penalty: 4686.764160
	Iteration 7Q: 3 clusters Score -1389619 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1389849.250000 Penalty: 4686.764160
	Iteration 8Q: 3 clusters Score -1389849 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1390043.375000 Penalty: 4686.764160
	Iteration 9Q: 3 clusters Score -1390043 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1390209.250000 Penalty: 4686.764160
	Iteration 10Q: 3 clusters Score -1390209 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1390414.750000 Penalty: 4686.764160
	Iteration 11Q: 3 clusters Score -1390415 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1390684.375000 Penalty: 4686.764160
	Iteration 12Q: 3 clusters Score -1390684 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1391012.125000 Penalty: 4686.764160
	Iteration 13Q: 3 clusters Score -1391012 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1391385.125000 Penalty: 4686.764160
	Iteration 14Q: 3 clusters Score -1391385 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1391583.500000 Penalty: 4686.764160
	Iteration 15Q: 3 clusters Score -1391584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1391659.375000 Penalty: 4686.764160
	Iteration 16Q: 3 clusters Score -1391659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1391689.625000 Penalty: 4686.764160
	Iteration 17Q: 3 clusters Score -1391690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1391713.875000 Penalty: 4686.764160
	Iteration 18Q: 3 clusters Score -1391714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1391726.750000 Penalty: 4686.764160
	Iteration 19Q: 3 clusters Score -1391727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1391736.250000 Penalty: 4686.764160
	Iteration 20F: 3 clusters Score -1391736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1391747.250000 Penalty: 4686.764160
	Iteration 21Q: 3 clusters Score -1391747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1391748.375000 Penalty: 4686.764160
	Iteration 22Q: 3 clusters Score -1391748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1391751.750000 Penalty: 4686.764160
	Iteration 23Q: 3 clusters Score -1391752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1391753.000000 Penalty: 4686.764160
	Iteration 24Q: 3 clusters Score -1391753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1391758.375000 Penalty: 4686.764160
	Iteration 25Q: 3 clusters Score -1391758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1391757.000000 Penalty: 4686.764160
	Iteration 26Q: 3 clusters Score -1391757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1391757.375000 Penalty: 4686.764160
	Iteration 27Q: 3 clusters Score -1391757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1391762.000000 Penalty: 4686.764160
	Iteration 28Q: 3 clusters Score -1391762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1391763.125000 Penalty: 4686.764160
	Iteration 29Q: 3 clusters Score -1391763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1391764.125000 Penalty: 4686.764160
	Iteration 30Q: 3 clusters Score -1391764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1391768.625000 Penalty: 4686.764160
	Iteration 31Q: 3 clusters Score -1391769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1391770.500000 Penalty: 4686.764160
	Iteration 32Q: 3 clusters Score -1391770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1391774.375000 Penalty: 4686.764160
	Iteration 33Q: 3 clusters Score -1391774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1391779.500000 Penalty: 4686.764160
	Iteration 34Q: 3 clusters Score -1391780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1391778.125000 Penalty: 4686.764160
	Iteration 35Q: 3 clusters Score -1391778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1391780.250000 Penalty: 4686.764160
	Iteration 36Q: 3 clusters Score -1391780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1391784.875000 Penalty: 4686.764160
	Iteration 37Q: 3 clusters Score -1391785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1391788.125000 Penalty: 4686.764160
	Iteration 38Q: 3 clusters Score -1391788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1391788.375000 Penalty: 4686.764160
	Iteration 39Q: 3 clusters Score -1391788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1391790.750000 Penalty: 4686.764160
	Iteration 40F: 3 clusters Score -1391791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1391789.500000 Penalty: 4686.764160
	Iteration 41Q: 3 clusters Score -1391790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1391788.375000 Penalty: 4686.764160
	Iteration 42Q: 3 clusters Score -1391788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1391788.375000 Penalty: 4686.764160
	Iteration 43F: 3 clusters Score -1391788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 10749 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 84967 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 9796 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7606 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6369 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 1948 members 
Entering Unmasked Estep 
Score: -212261968.000000 Penalty: 337750.406250
Splitting cluster 34 changes total score from -212262480.000000 to -212261968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1084030.500000 Penalty: 2309.799805
	Iteration 0F: 2 clusters Score -1084030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1075702.750000 Penalty: 4619.599609
	Iteration 0F: 3 clusters Score -1075703 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1078562.375000 Penalty: 4619.599609
	Iteration 1F: 3 clusters Score -1078562 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1079406.500000 Penalty: 4619.599609
	Iteration 2F: 3 clusters Score -1079406 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1080202.875000 Penalty: 4619.599609
	Iteration 3F: 3 clusters Score -1080203 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1080899.375000 Penalty: 4619.599609
	Iteration 4F: 3 clusters Score -1080899 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1081479.000000 Penalty: 4619.599609
	Iteration 5F: 3 clusters Score -1081479 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1081888.750000 Penalty: 4619.599609
	Iteration 6F: 3 clusters Score -1081889 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1082120.625000 Penalty: 4619.599609
	Iteration 7Q: 3 clusters Score -1082121 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1082261.250000 Penalty: 4619.599609
	Iteration 8Q: 3 clusters Score -1082261 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1082339.875000 Penalty: 4619.599609
	Iteration 9Q: 3 clusters Score -1082340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1082395.750000 Penalty: 4619.599609
	Iteration 10Q: 3 clusters Score -1082396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1082426.750000 Penalty: 4619.599609
	Iteration 11Q: 3 clusters Score -1082427 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1082459.625000 Penalty: 4619.599609
	Iteration 12Q: 3 clusters Score -1082460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1082476.625000 Penalty: 4619.599609
	Iteration 13Q: 3 clusters Score -1082477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1082487.625000 Penalty: 4619.599609
	Iteration 14Q: 3 clusters Score -1082488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1082500.125000 Penalty: 4619.599609
	Iteration 15Q: 3 clusters Score -1082500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1082508.625000 Penalty: 4619.599609
	Iteration 16Q: 3 clusters Score -1082509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1082510.750000 Penalty: 4619.599609
	Iteration 17Q: 3 clusters Score -1082511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1082519.625000 Penalty: 4619.599609
	Iteration 18Q: 3 clusters Score -1082520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1082525.500000 Penalty: 4619.599609
	Iteration 19Q: 3 clusters Score -1082526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1082528.250000 Penalty: 4619.599609
	Iteration 20F: 3 clusters Score -1082528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1082531.750000 Penalty: 4619.599609
	Iteration 21Q: 3 clusters Score -1082532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1082534.750000 Penalty: 4619.599609
	Iteration 22Q: 3 clusters Score -1082535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1082535.750000 Penalty: 4619.599609
	Iteration 23Q: 3 clusters Score -1082536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1082537.375000 Penalty: 4619.599609
	Iteration 24Q: 3 clusters Score -1082537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1082535.875000 Penalty: 4619.599609
	Iteration 25Q: 3 clusters Score -1082536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1082534.125000 Penalty: 4619.599609
	Iteration 26Q: 3 clusters Score -1082534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1082534.000000 Penalty: 4619.599609
	Iteration 27Q: 3 clusters Score -1082534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1082536.750000 Penalty: 4619.599609
	Iteration 28Q: 3 clusters Score -1082537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1082535.000000 Penalty: 4619.599609
	Iteration 29Q: 3 clusters Score -1082535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1082537.750000 Penalty: 4619.599609
	Iteration 30Q: 3 clusters Score -1082538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1082537.500000 Penalty: 4619.599609
	Iteration 31Q: 3 clusters Score -1082538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1082537.375000 Penalty: 4619.599609
	Iteration 32Q: 3 clusters Score -1082537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1082538.375000 Penalty: 4619.599609
	Iteration 33Q: 3 clusters Score -1082538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1082540.250000 Penalty: 4619.599609
	Iteration 34Q: 3 clusters Score -1082540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1082540.500000 Penalty: 4619.599609
	Iteration 35Q: 3 clusters Score -1082540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1082540.000000 Penalty: 4619.599609
	Iteration 36Q: 3 clusters Score -1082540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1082543.125000 Penalty: 4619.599609
	Iteration 37Q: 3 clusters Score -1082543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1082543.375000 Penalty: 4619.599609
	Iteration 38Q: 3 clusters Score -1082543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1082539.750000 Penalty: 4619.599609
	Iteration 39Q: 3 clusters Score -1082540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1082539.375000 Penalty: 4619.599609
	Iteration 40F: 3 clusters Score -1082539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Entering Unmasked Estep 
Score: -3284972.750000 Penalty: 2571.709473
	Iteration 0F: 2 clusters Score -3284973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3263171.750000 Penalty: 5143.418945
	Iteration 0F: 3 clusters Score -3263172 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3271268.500000 Penalty: 5143.418945
	Iteration 1F: 3 clusters Score -3271268 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3271992.000000 Penalty: 5143.418945
	Iteration 2F: 3 clusters Score -3271992 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3272810.750000 Penalty: 5143.418945
	Iteration 3F: 3 clusters Score -3272811 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3273754.500000 Penalty: 5143.418945
	Iteration 4F: 3 clusters Score -3273754 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3274804.000000 Penalty: 5143.418945
	Iteration 5F: 3 clusters Score -3274804 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3275848.250000 Penalty: 5143.418945
	Iteration 6F: 3 clusters Score -3275848 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3276912.250000 Penalty: 5143.418945
	Iteration 7F: 3 clusters Score -3276912 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3277836.000000 Penalty: 5143.418945
	Iteration 8F: 3 clusters Score -3277836 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3278671.000000 Penalty: 5143.418945
	Iteration 9Q: 3 clusters Score -3278671 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3279280.750000 Penalty: 5143.418945
	Iteration 10Q: 3 clusters Score -3279281 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3279758.750000 Penalty: 5143.418945
	Iteration 11Q: 3 clusters Score -3279759 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3280171.500000 Penalty: 5143.418945
	Iteration 12Q: 3 clusters Score -3280172 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3280511.500000 Penalty: 5143.418945
	Iteration 13Q: 3 clusters Score -3280512 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3280822.250000 Penalty: 5143.418945
	Iteration 14Q: 3 clusters Score -3280822 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3281092.750000 Penalty: 5143.418945
	Iteration 15Q: 3 clusters Score -3281093 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3281312.000000 Penalty: 5143.418945
	Iteration 16Q: 3 clusters Score -3281312 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3281493.500000 Penalty: 5143.418945
	Iteration 17Q: 3 clusters Score -3281494 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3281644.250000 Penalty: 5143.418945
	Iteration 18Q: 3 clusters Score -3281644 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3281792.750000 Penalty: 5143.418945
	Iteration 19Q: 3 clusters Score -3281793 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3281900.250000 Penalty: 5143.418945
	Iteration 20F: 3 clusters Score -3281900 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3282014.000000 Penalty: 5143.418945
	Iteration 21Q: 3 clusters Score -3282014 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3282137.500000 Penalty: 5143.418945
	Iteration 22Q: 3 clusters Score -3282138 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3282247.750000 Penalty: 5143.418945
	Iteration 23Q: 3 clusters Score -3282248 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3282353.500000 Penalty: 5143.418945
	Iteration 24Q: 3 clusters Score -3282354 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3282450.000000 Penalty: 5143.418945
	Iteration 25Q: 3 clusters Score -3282450 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3282540.750000 Penalty: 5143.418945
	Iteration 26Q: 3 clusters Score -3282541 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3282637.750000 Penalty: 5143.418945
	Iteration 27Q: 3 clusters Score -3282638 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3282757.250000 Penalty: 5143.418945
	Iteration 28Q: 3 clusters Score -3282757 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3282883.000000 Penalty: 5143.418945
	Iteration 29Q: 3 clusters Score -3282883 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3283014.250000 Penalty: 5143.418945
	Iteration 30Q: 3 clusters Score -3283014 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3283122.000000 Penalty: 5143.418945
	Iteration 31Q: 3 clusters Score -3283122 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3283233.000000 Penalty: 5143.418945
	Iteration 32Q: 3 clusters Score -3283233 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3283356.750000 Penalty: 5143.418945
	Iteration 33Q: 3 clusters Score -3283357 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3283455.000000 Penalty: 5143.418945
	Iteration 34Q: 3 clusters Score -3283455 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3283531.750000 Penalty: 5143.418945
	Iteration 35Q: 3 clusters Score -3283532 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3283628.000000 Penalty: 5143.418945
	Iteration 36Q: 3 clusters Score -3283628 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3283688.000000 Penalty: 5143.418945
	Iteration 37Q: 3 clusters Score -3283688 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3283759.750000 Penalty: 5143.418945
	Iteration 38Q: 3 clusters Score -3283760 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3283806.000000 Penalty: 5143.418945
	Iteration 39Q: 3 clusters Score -3283806 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3283863.250000 Penalty: 5143.418945
	Iteration 40F: 3 clusters Score -3283863 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3283911.750000 Penalty: 5143.418945
	Iteration 41Q: 3 clusters Score -3283912 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3283941.250000 Penalty: 5143.418945
	Iteration 42Q: 3 clusters Score -3283941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3283964.750000 Penalty: 5143.418945
	Iteration 43Q: 3 clusters Score -3283965 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3283982.250000 Penalty: 5143.418945
	Iteration 44Q: 3 clusters Score -3283982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3284008.750000 Penalty: 5143.418945
	Iteration 45Q: 3 clusters Score -3284009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3284028.500000 Penalty: 5143.418945
	Iteration 46Q: 3 clusters Score -3284028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3284040.250000 Penalty: 5143.418945
	Iteration 47Q: 3 clusters Score -3284040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3284053.000000 Penalty: 5143.418945
	Iteration 48Q: 3 clusters Score -3284053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3284062.500000 Penalty: 5143.418945
	Iteration 49Q: 3 clusters Score -3284062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3284064.750000 Penalty: 5143.418945
	Iteration 50Q: 3 clusters Score -3284065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3284063.500000 Penalty: 5143.418945
	Iteration 51Q: 3 clusters Score -3284064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3284071.000000 Penalty: 5143.418945
	Iteration 52Q: 3 clusters Score -3284071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3284071.750000 Penalty: 5143.418945
	Iteration 53Q: 3 clusters Score -3284072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3284070.250000 Penalty: 5143.418945
	Iteration 54Q: 3 clusters Score -3284070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3284071.500000 Penalty: 5143.418945
	Iteration 55Q: 3 clusters Score -3284072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3284079.000000 Penalty: 5143.418945
	Iteration 56Q: 3 clusters Score -3284079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3284078.000000 Penalty: 5143.418945
	Iteration 57Q: 3 clusters Score -3284078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3284084.000000 Penalty: 5143.418945
	Iteration 58Q: 3 clusters Score -3284084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3284084.750000 Penalty: 5143.418945
	Iteration 59Q: 3 clusters Score -3284085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3284089.250000 Penalty: 5143.418945
	Iteration 60F: 3 clusters Score -3284089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3284088.250000 Penalty: 5143.418945
	Iteration 61Q: 3 clusters Score -3284088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3284087.250000 Penalty: 5143.418945
	Iteration 62Q: 3 clusters Score -3284087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3284095.000000 Penalty: 5143.418945
	Iteration 63Q: 3 clusters Score -3284095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3284094.750000 Penalty: 5143.418945
	Iteration 64Q: 3 clusters Score -3284095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3284097.750000 Penalty: 5143.418945
	Iteration 65Q: 3 clusters Score -3284098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3284094.250000 Penalty: 5143.418945
	Iteration 66Q: 3 clusters Score -3284094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3284098.000000 Penalty: 5143.418945
	Iteration 67Q: 3 clusters Score -3284098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3284096.250000 Penalty: 5143.418945
	Iteration 68Q: 3 clusters Score -3284096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3284097.750000 Penalty: 5143.418945
	Iteration 69Q: 3 clusters Score -3284098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3284102.250000 Penalty: 5143.418945
	Iteration 70Q: 3 clusters Score -3284102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3284097.750000 Penalty: 5143.418945
	Iteration 71Q: 3 clusters Score -3284098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3284097.750000 Penalty: 5143.418945
	Iteration 72F: 3 clusters Score -3284098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Entering Unmasked Estep 
Score: -3377274.000000 Penalty: 2550.739502
	Iteration 0F: 2 clusters Score -3377274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3357276.500000 Penalty: 5101.479004
	Iteration 0F: 3 clusters Score -3357276 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3364414.750000 Penalty: 5101.479004
	Iteration 1F: 3 clusters Score -3364415 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3365014.000000 Penalty: 5101.479004
	Iteration 2F: 3 clusters Score -3365014 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3365597.500000 Penalty: 5101.479004
	Iteration 3Q: 3 clusters Score -3365598 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3366349.500000 Penalty: 5101.479004
	Iteration 4F: 3 clusters Score -3366350 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3367303.500000 Penalty: 5101.479004
	Iteration 5F: 3 clusters Score -3367304 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3368417.250000 Penalty: 5101.479004
	Iteration 6F: 3 clusters Score -3368417 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3369667.750000 Penalty: 5101.479004
	Iteration 7F: 3 clusters Score -3369668 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3370863.500000 Penalty: 5101.479004
	Iteration 8F: 3 clusters Score -3370864 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3371960.500000 Penalty: 5101.479004
	Iteration 9F: 3 clusters Score -3371960 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3372811.000000 Penalty: 5101.479004
	Iteration 10Q: 3 clusters Score -3372811 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3373427.250000 Penalty: 5101.479004
	Iteration 11Q: 3 clusters Score -3373427 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3373928.000000 Penalty: 5101.479004
	Iteration 12Q: 3 clusters Score -3373928 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3374304.250000 Penalty: 5101.479004
	Iteration 13Q: 3 clusters Score -3374304 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3374571.250000 Penalty: 5101.479004
	Iteration 14Q: 3 clusters Score -3374571 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3374739.500000 Penalty: 5101.479004
	Iteration 15Q: 3 clusters Score -3374740 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3374856.250000 Penalty: 5101.479004
	Iteration 16Q: 3 clusters Score -3374856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3374919.000000 Penalty: 5101.479004
	Iteration 17Q: 3 clusters Score -3374919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3374955.250000 Penalty: 5101.479004
	Iteration 18Q: 3 clusters Score -3374955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3374984.000000 Penalty: 5101.479004
	Iteration 19Q: 3 clusters Score -3374984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3375001.000000 Penalty: 5101.479004
	Iteration 20F: 3 clusters Score -3375001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3375021.250000 Penalty: 5101.479004
	Iteration 21Q: 3 clusters Score -3375021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3375039.000000 Penalty: 5101.479004
	Iteration 22Q: 3 clusters Score -3375039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3375051.250000 Penalty: 5101.479004
	Iteration 23Q: 3 clusters Score -3375051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3375058.500000 Penalty: 5101.479004
	Iteration 24Q: 3 clusters Score -3375058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3375067.750000 Penalty: 5101.479004
	Iteration 25Q: 3 clusters Score -3375068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3375076.500000 Penalty: 5101.479004
	Iteration 26Q: 3 clusters Score -3375076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3375083.250000 Penalty: 5101.479004
	Iteration 27Q: 3 clusters Score -3375083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3375093.000000 Penalty: 5101.479004
	Iteration 28Q: 3 clusters Score -3375093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3375099.750000 Penalty: 5101.479004
	Iteration 29Q: 3 clusters Score -3375100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3375102.750000 Penalty: 5101.479004
	Iteration 30Q: 3 clusters Score -3375103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3375104.000000 Penalty: 5101.479004
	Iteration 31Q: 3 clusters Score -3375104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3375109.750000 Penalty: 5101.479004
	Iteration 32Q: 3 clusters Score -3375110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3375110.000000 Penalty: 5101.479004
	Iteration 33Q: 3 clusters Score -3375110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3375111.000000 Penalty: 5101.479004
	Iteration 34Q: 3 clusters Score -3375111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3375111.000000 Penalty: 5101.479004
	Iteration 35F: 3 clusters Score -3375111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Entering Unmasked Estep 
Score: -1949420.000000 Penalty: 2417.881104
	Iteration 0F: 2 clusters Score -1949420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1937217.250000 Penalty: 4835.762207
	Iteration 0F: 3 clusters Score -1937217 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1941308.625000 Penalty: 4835.762207
	Iteration 1F: 3 clusters Score -1941309 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1941793.000000 Penalty: 4835.762207
	Iteration 2F: 3 clusters Score -1941793 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1942235.000000 Penalty: 4835.762207
	Iteration 3F: 3 clusters Score -1942235 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1942607.875000 Penalty: 4835.762207
	Iteration 4F: 3 clusters Score -1942608 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1942943.750000 Penalty: 4835.762207
	Iteration 5Q: 3 clusters Score -1942944 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1943271.875000 Penalty: 4835.762207
	Iteration 6Q: 3 clusters Score -1943272 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1943594.000000 Penalty: 4835.762207
	Iteration 7Q: 3 clusters Score -1943594 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1943893.875000 Penalty: 4835.762207
	Iteration 8Q: 3 clusters Score -1943894 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1944210.875000 Penalty: 4835.762207
	Iteration 9Q: 3 clusters Score -1944211 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1944568.875000 Penalty: 4835.762207
	Iteration 10Q: 3 clusters Score -1944569 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1944957.500000 Penalty: 4835.762207
	Iteration 11Q: 3 clusters Score -1944958 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1945351.250000 Penalty: 4835.762207
	Iteration 12Q: 3 clusters Score -1945351 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1945769.500000 Penalty: 4835.762207
	Iteration 13Q: 3 clusters Score -1945770 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1946176.500000 Penalty: 4835.762207
	Iteration 14Q: 3 clusters Score -1946176 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1946589.125000 Penalty: 4835.762207
	Iteration 15Q: 3 clusters Score -1946589 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1946990.625000 Penalty: 4835.762207
	Iteration 16Q: 3 clusters Score -1946991 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1947304.375000 Penalty: 4835.762207
	Iteration 17Q: 3 clusters Score -1947304 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1947519.000000 Penalty: 4835.762207
	Iteration 18Q: 3 clusters Score -1947519 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1947644.125000 Penalty: 4835.762207
	Iteration 19Q: 3 clusters Score -1947644 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1947721.500000 Penalty: 4835.762207
	Iteration 20F: 3 clusters Score -1947722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1947770.750000 Penalty: 4835.762207
	Iteration 21Q: 3 clusters Score -1947771 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1947807.375000 Penalty: 4835.762207
	Iteration 22Q: 3 clusters Score -1947807 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1947824.750000 Penalty: 4835.762207
	Iteration 23Q: 3 clusters Score -1947825 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1947854.250000 Penalty: 4835.762207
	Iteration 24Q: 3 clusters Score -1947854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1947868.125000 Penalty: 4835.762207
	Iteration 25Q: 3 clusters Score -1947868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1947873.250000 Penalty: 4835.762207
	Iteration 26Q: 3 clusters Score -1947873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1947877.500000 Penalty: 4835.762207
	Iteration 27Q: 3 clusters Score -1947878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1947888.750000 Penalty: 4835.762207
	Iteration 28Q: 3 clusters Score -1947889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1947899.375000 Penalty: 4835.762207
	Iteration 29Q: 3 clusters Score -1947899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1947907.750000 Penalty: 4835.762207
	Iteration 30Q: 3 clusters Score -1947908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1947915.375000 Penalty: 4835.762207
	Iteration 31Q: 3 clusters Score -1947915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1947920.625000 Penalty: 4835.762207
	Iteration 32Q: 3 clusters Score -1947921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1947929.375000 Penalty: 4835.762207
	Iteration 33Q: 3 clusters Score -1947929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1947934.625000 Penalty: 4835.762207
	Iteration 34Q: 3 clusters Score -1947935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1947941.500000 Penalty: 4835.762207
	Iteration 35Q: 3 clusters Score -1947942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1947946.625000 Penalty: 4835.762207
	Iteration 36Q: 3 clusters Score -1947947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1947953.750000 Penalty: 4835.762207
	Iteration 37Q: 3 clusters Score -1947954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1947957.875000 Penalty: 4835.762207
	Iteration 38Q: 3 clusters Score -1947958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1947973.000000 Penalty: 4835.762207
	Iteration 39Q: 3 clusters Score -1947973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1947983.500000 Penalty: 4835.762207
	Iteration 40F: 3 clusters Score -1947984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1947989.875000 Penalty: 4835.762207
	Iteration 41Q: 3 clusters Score -1947990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1948003.750000 Penalty: 4835.762207
	Iteration 42Q: 3 clusters Score -1948004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1948012.750000 Penalty: 4835.762207
	Iteration 43Q: 3 clusters Score -1948013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1948021.750000 Penalty: 4835.762207
	Iteration 44Q: 3 clusters Score -1948022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1948035.250000 Penalty: 4835.762207
	Iteration 45Q: 3 clusters Score -1948035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1948047.625000 Penalty: 4835.762207
	Iteration 46Q: 3 clusters Score -1948048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1948061.750000 Penalty: 4835.762207
	Iteration 47Q: 3 clusters Score -1948062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1948069.875000 Penalty: 4835.762207
	Iteration 48Q: 3 clusters Score -1948070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1948085.000000 Penalty: 4835.762207
	Iteration 49Q: 3 clusters Score -1948085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1948102.750000 Penalty: 4835.762207
	Iteration 50Q: 3 clusters Score -1948103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1948121.125000 Penalty: 4835.762207
	Iteration 51Q: 3 clusters Score -1948121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1948137.125000 Penalty: 4835.762207
	Iteration 52Q: 3 clusters Score -1948137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1948148.375000 Penalty: 4835.762207
	Iteration 53Q: 3 clusters Score -1948148 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1948171.875000 Penalty: 4835.762207
	Iteration 54Q: 3 clusters Score -1948172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1948180.875000 Penalty: 4835.762207
	Iteration 55Q: 3 clusters Score -1948181 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1948203.125000 Penalty: 4835.762207
	Iteration 56Q: 3 clusters Score -1948203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1948219.125000 Penalty: 4835.762207
	Iteration 57Q: 3 clusters Score -1948219 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1948240.750000 Penalty: 4835.762207
	Iteration 58Q: 3 clusters Score -1948241 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1948256.500000 Penalty: 4835.762207
	Iteration 59Q: 3 clusters Score -1948256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1948270.375000 Penalty: 4835.762207
	Iteration 60F: 3 clusters Score -1948270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1948280.250000 Penalty: 4835.762207
	Iteration 61Q: 3 clusters Score -1948280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1948294.750000 Penalty: 4835.762207
	Iteration 62Q: 3 clusters Score -1948295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1948308.125000 Penalty: 4835.762207
	Iteration 63Q: 3 clusters Score -1948308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1948320.500000 Penalty: 4835.762207
	Iteration 64Q: 3 clusters Score -1948320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1948348.750000 Penalty: 4835.762207
	Iteration 65Q: 3 clusters Score -1948349 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1948374.125000 Penalty: 4835.762207
	Iteration 66Q: 3 clusters Score -1948374 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1948403.875000 Penalty: 4835.762207
	Iteration 67Q: 3 clusters Score -1948404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1948445.000000 Penalty: 4835.762207
	Iteration 68Q: 3 clusters Score -1948445 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1948478.000000 Penalty: 4835.762207
	Iteration 69Q: 3 clusters Score -1948478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1948495.375000 Penalty: 4835.762207
	Iteration 70Q: 3 clusters Score -1948495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1948523.875000 Penalty: 4835.762207
	Iteration 71Q: 3 clusters Score -1948524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1948540.000000 Penalty: 4835.762207
	Iteration 72Q: 3 clusters Score -1948540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1948568.250000 Penalty: 4835.762207
	Iteration 73Q: 3 clusters Score -1948568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1948593.750000 Penalty: 4835.762207
	Iteration 74Q: 3 clusters Score -1948594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1948615.750000 Penalty: 4835.762207
	Iteration 75Q: 3 clusters Score -1948616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1948638.125000 Penalty: 4835.762207
	Iteration 76Q: 3 clusters Score -1948638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1948652.750000 Penalty: 4835.762207
	Iteration 77Q: 3 clusters Score -1948653 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1948668.250000 Penalty: 4835.762207
	Iteration 78Q: 3 clusters Score -1948668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1948686.000000 Penalty: 4835.762207
	Iteration 79Q: 3 clusters Score -1948686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1948708.375000 Penalty: 4835.762207
	Iteration 80F: 3 clusters Score -1948708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1948737.750000 Penalty: 4835.762207
	Iteration 81Q: 3 clusters Score -1948738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1948758.250000 Penalty: 4835.762207
	Iteration 82Q: 3 clusters Score -1948758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1948780.000000 Penalty: 4835.762207
	Iteration 83Q: 3 clusters Score -1948780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1948800.875000 Penalty: 4835.762207
	Iteration 84Q: 3 clusters Score -1948801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1948818.125000 Penalty: 4835.762207
	Iteration 85Q: 3 clusters Score -1948818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1948838.125000 Penalty: 4835.762207
	Iteration 86Q: 3 clusters Score -1948838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1948848.375000 Penalty: 4835.762207
	Iteration 87Q: 3 clusters Score -1948848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1948857.250000 Penalty: 4835.762207
	Iteration 88Q: 3 clusters Score -1948857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1948870.625000 Penalty: 4835.762207
	Iteration 89Q: 3 clusters Score -1948871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1948888.625000 Penalty: 4835.762207
	Iteration 90Q: 3 clusters Score -1948889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1948903.000000 Penalty: 4835.762207
	Iteration 91Q: 3 clusters Score -1948903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1948908.875000 Penalty: 4835.762207
	Iteration 92Q: 3 clusters Score -1948909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1948913.875000 Penalty: 4835.762207
	Iteration 93Q: 3 clusters Score -1948914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1948930.000000 Penalty: 4835.762207
	Iteration 94Q: 3 clusters Score -1948930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1948934.250000 Penalty: 4835.762207
	Iteration 95Q: 3 clusters Score -1948934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1948942.875000 Penalty: 4835.762207
	Iteration 96Q: 3 clusters Score -1948943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1948950.125000 Penalty: 4835.762207
	Iteration 97Q: 3 clusters Score -1948950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1948949.750000 Penalty: 4835.762207
	Iteration 98Q: 3 clusters Score -1948950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1948956.375000 Penalty: 4835.762207
	Iteration 99Q: 3 clusters Score -1948956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1948967.750000 Penalty: 4835.762207
	Iteration 100F: 3 clusters Score -1948968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1948969.500000 Penalty: 4835.762207
	Iteration 101Q: 3 clusters Score -1948970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1948970.125000 Penalty: 4835.762207
	Iteration 102Q: 3 clusters Score -1948970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1948977.750000 Penalty: 4835.762207
	Iteration 103Q: 3 clusters Score -1948978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1948982.750000 Penalty: 4835.762207
	Iteration 104Q: 3 clusters Score -1948983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1948991.125000 Penalty: 4835.762207
	Iteration 105Q: 3 clusters Score -1948991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1948990.375000 Penalty: 4835.762207
	Iteration 106Q: 3 clusters Score -1948990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1948994.250000 Penalty: 4835.762207
	Iteration 107Q: 3 clusters Score -1948994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1949001.875000 Penalty: 4835.762207
	Iteration 108Q: 3 clusters Score -1949002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1949003.625000 Penalty: 4835.762207
	Iteration 109Q: 3 clusters Score -1949004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1949004.875000 Penalty: 4835.762207
	Iteration 110Q: 3 clusters Score -1949005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1949007.875000 Penalty: 4835.762207
	Iteration 111Q: 3 clusters Score -1949008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1949005.750000 Penalty: 4835.762207
	Iteration 112Q: 3 clusters Score -1949006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1949004.125000 Penalty: 4835.762207
	Iteration 113Q: 3 clusters Score -1949004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1949009.750000 Penalty: 4835.762207
	Iteration 114Q: 3 clusters Score -1949010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1949014.750000 Penalty: 4835.762207
	Iteration 115Q: 3 clusters Score -1949015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1949015.000000 Penalty: 4835.762207
	Iteration 116Q: 3 clusters Score -1949015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1949014.875000 Penalty: 4835.762207
	Iteration 117Q: 3 clusters Score -1949015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1949023.375000 Penalty: 4835.762207
	Iteration 118Q: 3 clusters Score -1949023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1949026.375000 Penalty: 4835.762207
	Iteration 119Q: 3 clusters Score -1949026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1949026.750000 Penalty: 4835.762207
	Iteration 120F: 3 clusters Score -1949027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1949023.625000 Penalty: 4835.762207
	Iteration 121Q: 3 clusters Score -1949024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1949026.375000 Penalty: 4835.762207
	Iteration 122Q: 3 clusters Score -1949026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1949024.750000 Penalty: 4835.762207
	Iteration 123Q: 3 clusters Score -1949025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1949028.000000 Penalty: 4835.762207
	Iteration 124Q: 3 clusters Score -1949028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1949026.000000 Penalty: 4835.762207
	Iteration 125Q: 3 clusters Score -1949026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1949026.000000 Penalty: 4835.762207
	Iteration 126F: 3 clusters Score -1949026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -136222.031250 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -136222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134066.640625 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -134066.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134600.187500 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -134600.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -134803.890625 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -134803.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134988.906250 Penalty: 3579.488037
	Iteration 3F: 3 clusters Score -134988.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135128.781250 Penalty: 3579.488037
	Iteration 4F: 3 clusters Score -135128.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -135211.890625 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -135211.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135259.328125 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -135259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135287.875000 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -135287.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135301.921875 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -135301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135318.328125 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -135318.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135330.687500 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -135330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135336.875000 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -135336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135345.203125 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -135345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135349.312500 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -135349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135349.312500 Penalty: 3579.488037
	Iteration 14F: 3 clusters Score -135349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Entering Unmasked Estep 
Score: -1150487.375000 Penalty: 2292.815674
	Iteration 0F: 2 clusters Score -1150487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1142709.125000 Penalty: 4585.631348
	Iteration 0F: 3 clusters Score -1142709 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1145066.875000 Penalty: 4585.631348
	Iteration 1F: 3 clusters Score -1145067 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1145670.125000 Penalty: 4585.631348
	Iteration 2F: 3 clusters Score -1145670 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1146417.625000 Penalty: 4585.631348
	Iteration 3F: 3 clusters Score -1146418 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1147173.125000 Penalty: 4585.631348
	Iteration 4F: 3 clusters Score -1147173 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1147793.875000 Penalty: 4585.631348
	Iteration 5F: 3 clusters Score -1147794 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1148204.500000 Penalty: 4585.631348
	Iteration 6F: 3 clusters Score -1148204 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1148426.500000 Penalty: 4585.631348
	Iteration 7Q: 3 clusters Score -1148426 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1148538.000000 Penalty: 4585.631348
	Iteration 8Q: 3 clusters Score -1148538 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1148591.625000 Penalty: 4585.631348
	Iteration 9Q: 3 clusters Score -1148592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1148622.625000 Penalty: 4585.631348
	Iteration 10Q: 3 clusters Score -1148623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1148649.875000 Penalty: 4585.631348
	Iteration 11Q: 3 clusters Score -1148650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1148673.000000 Penalty: 4585.631348
	Iteration 12Q: 3 clusters Score -1148673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1148689.875000 Penalty: 4585.631348
	Iteration 13Q: 3 clusters Score -1148690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1148702.250000 Penalty: 4585.631348
	Iteration 14Q: 3 clusters Score -1148702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1148707.875000 Penalty: 4585.631348
	Iteration 15Q: 3 clusters Score -1148708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1148716.375000 Penalty: 4585.631348
	Iteration 16Q: 3 clusters Score -1148716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1148723.500000 Penalty: 4585.631348
	Iteration 17Q: 3 clusters Score -1148724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1148729.375000 Penalty: 4585.631348
	Iteration 18Q: 3 clusters Score -1148729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1148734.750000 Penalty: 4585.631348
	Iteration 19Q: 3 clusters Score -1148735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1148734.750000 Penalty: 4585.631348
	Iteration 20F: 3 clusters Score -1148735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1148741.750000 Penalty: 4585.631348
	Iteration 21Q: 3 clusters Score -1148742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1148741.250000 Penalty: 4585.631348
	Iteration 22Q: 3 clusters Score -1148741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1148748.750000 Penalty: 4585.631348
	Iteration 23Q: 3 clusters Score -1148749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1148753.000000 Penalty: 4585.631348
	Iteration 24Q: 3 clusters Score -1148753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1148757.000000 Penalty: 4585.631348
	Iteration 25Q: 3 clusters Score -1148757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1148757.625000 Penalty: 4585.631348
	Iteration 26Q: 3 clusters Score -1148758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1148762.250000 Penalty: 4585.631348
	Iteration 27Q: 3 clusters Score -1148762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1148766.750000 Penalty: 4585.631348
	Iteration 28Q: 3 clusters Score -1148767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1148775.625000 Penalty: 4585.631348
	Iteration 29Q: 3 clusters Score -1148776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1148771.625000 Penalty: 4585.631348
	Iteration 30Q: 3 clusters Score -1148772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1148780.250000 Penalty: 4585.631348
	Iteration 31Q: 3 clusters Score -1148780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1148792.625000 Penalty: 4585.631348
	Iteration 32Q: 3 clusters Score -1148793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1148794.750000 Penalty: 4585.631348
	Iteration 33Q: 3 clusters Score -1148795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1148796.750000 Penalty: 4585.631348
	Iteration 34Q: 3 clusters Score -1148797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1148807.000000 Penalty: 4585.631348
	Iteration 35Q: 3 clusters Score -1148807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1148810.750000 Penalty: 4585.631348
	Iteration 36Q: 3 clusters Score -1148811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1148815.500000 Penalty: 4585.631348
	Iteration 37Q: 3 clusters Score -1148816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1148819.500000 Penalty: 4585.631348
	Iteration 38Q: 3 clusters Score -1148820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1148823.875000 Penalty: 4585.631348
	Iteration 39Q: 3 clusters Score -1148824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1148824.875000 Penalty: 4585.631348
	Iteration 40F: 3 clusters Score -1148825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1148826.125000 Penalty: 4585.631348
	Iteration 41Q: 3 clusters Score -1148826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1148827.875000 Penalty: 4585.631348
	Iteration 42Q: 3 clusters Score -1148828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1148830.375000 Penalty: 4585.631348
	Iteration 43Q: 3 clusters Score -1148830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1148830.375000 Penalty: 4585.631348
	Iteration 44Q: 3 clusters Score -1148830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1148834.750000 Penalty: 4585.631348
	Iteration 45Q: 3 clusters Score -1148835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1148835.875000 Penalty: 4585.631348
	Iteration 46Q: 3 clusters Score -1148836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1148844.250000 Penalty: 4585.631348
	Iteration 47Q: 3 clusters Score -1148844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1148848.375000 Penalty: 4585.631348
	Iteration 48Q: 3 clusters Score -1148848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1148848.750000 Penalty: 4585.631348
	Iteration 49Q: 3 clusters Score -1148849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1148851.125000 Penalty: 4585.631348
	Iteration 50Q: 3 clusters Score -1148851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1148847.875000 Penalty: 4585.631348
	Iteration 51Q: 3 clusters Score -1148848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1148849.750000 Penalty: 4585.631348
	Iteration 52Q: 3 clusters Score -1148850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1148851.000000 Penalty: 4585.631348
	Iteration 53Q: 3 clusters Score -1148851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1148853.625000 Penalty: 4585.631348
	Iteration 54Q: 3 clusters Score -1148854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1148857.500000 Penalty: 4585.631348
	Iteration 55Q: 3 clusters Score -1148858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1148858.500000 Penalty: 4585.631348
	Iteration 56Q: 3 clusters Score -1148858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1148858.875000 Penalty: 4585.631348
	Iteration 57Q: 3 clusters Score -1148859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1148860.375000 Penalty: 4585.631348
	Iteration 58Q: 3 clusters Score -1148860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1148859.750000 Penalty: 4585.631348
	Iteration 59Q: 3 clusters Score -1148860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1148859.625000 Penalty: 4585.631348
	Iteration 60F: 3 clusters Score -1148860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1148863.500000 Penalty: 4585.631348
	Iteration 61Q: 3 clusters Score -1148864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1148863.625000 Penalty: 4585.631348
	Iteration 62Q: 3 clusters Score -1148864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1148863.875000 Penalty: 4585.631348
	Iteration 63Q: 3 clusters Score -1148864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1148863.500000 Penalty: 4585.631348
	Iteration 64Q: 3 clusters Score -1148864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1148865.375000 Penalty: 4585.631348
	Iteration 65Q: 3 clusters Score -1148865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1148866.500000 Penalty: 4585.631348
	Iteration 66Q: 3 clusters Score -1148866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1148864.875000 Penalty: 4585.631348
	Iteration 67Q: 3 clusters Score -1148865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1148866.750000 Penalty: 4585.631348
	Iteration 68Q: 3 clusters Score -1148867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1148867.125000 Penalty: 4585.631348
	Iteration 69Q: 3 clusters Score -1148867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1148867.375000 Penalty: 4585.631348
	Iteration 70Q: 3 clusters Score -1148867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1148868.500000 Penalty: 4585.631348
	Iteration 71Q: 3 clusters Score -1148868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1148868.250000 Penalty: 4585.631348
	Iteration 72Q: 3 clusters Score -1148868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1148870.500000 Penalty: 4585.631348
	Iteration 73Q: 3 clusters Score -1148870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1148870.375000 Penalty: 4585.631348
	Iteration 74Q: 3 clusters Score -1148870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1148871.125000 Penalty: 4585.631348
	Iteration 75Q: 3 clusters Score -1148871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1148873.000000 Penalty: 4585.631348
	Iteration 76Q: 3 clusters Score -1148873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1148871.500000 Penalty: 4585.631348
	Iteration 77Q: 3 clusters Score -1148872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1148873.000000 Penalty: 4585.631348
	Iteration 78Q: 3 clusters Score -1148873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1148871.750000 Penalty: 4585.631348
	Iteration 79Q: 3 clusters Score -1148872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1148872.250000 Penalty: 4585.631348
	Iteration 80F: 3 clusters Score -1148872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1148870.250000 Penalty: 4585.631348
	Iteration 81Q: 3 clusters Score -1148870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1148871.375000 Penalty: 4585.631348
	Iteration 82Q: 3 clusters Score -1148871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1148871.625000 Penalty: 4585.631348
	Iteration 83Q: 3 clusters Score -1148872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1148873.750000 Penalty: 4585.631348
	Iteration 84Q: 3 clusters Score -1148874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1148874.500000 Penalty: 4585.631348
	Iteration 85Q: 3 clusters Score -1148874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1148875.250000 Penalty: 4585.631348
	Iteration 86Q: 3 clusters Score -1148875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1148875.250000 Penalty: 4585.631348
	Iteration 87F: 3 clusters Score -1148875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -789351.687500 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -789351.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -783718.812500 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -783718.8 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -785180.312500 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -785180.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -785427.062500 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -785427.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -785606.437500 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -785606.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -785751.187500 Penalty: 4379.876953
	Iteration 4Q: 3 clusters Score -785751.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -785853.187500 Penalty: 4379.876953
	Iteration 5Q: 3 clusters Score -785853.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -785925.437500 Penalty: 4379.876953
	Iteration 6Q: 3 clusters Score -785925.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -785990.312500 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -785990.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -786044.437500 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -786044.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -786076.875000 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -786076.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -786106.500000 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -786106.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -786135.812500 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -786135.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -786163.312500 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -786163.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -786190.812500 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -786190.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -786216.062500 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -786216.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -786246.750000 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -786246.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -786276.062500 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -786276.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -786301.125000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -786301.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -786327.062500 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -786327.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -786352.750000 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -786352.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -786385.437500 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -786385.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -786422.312500 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -786422.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -786463.437500 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -786463.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -786497.687500 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -786497.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -786529.687500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -786529.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -786559.187500 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -786559.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -786584.062500 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -786584.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -786609.312500 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -786609.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -786634.500000 Penalty: 4379.876953
	Iteration 28Q: 3 clusters Score -786634.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -786656.250000 Penalty: 4379.876953
	Iteration 29Q: 3 clusters Score -786656.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -786675.937500 Penalty: 4379.876953
	Iteration 30Q: 3 clusters Score -786675.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -786693.687500 Penalty: 4379.876953
	Iteration 31Q: 3 clusters Score -786693.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -786716.500000 Penalty: 4379.876953
	Iteration 32Q: 3 clusters Score -786716.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -786736.250000 Penalty: 4379.876953
	Iteration 33Q: 3 clusters Score -786736.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -786764.062500 Penalty: 4379.876953
	Iteration 34Q: 3 clusters Score -786764.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -786791.812500 Penalty: 4379.876953
	Iteration 35Q: 3 clusters Score -786791.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -786815.750000 Penalty: 4379.876953
	Iteration 36Q: 3 clusters Score -786815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -786843.687500 Penalty: 4379.876953
	Iteration 37Q: 3 clusters Score -786843.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -786868.500000 Penalty: 4379.876953
	Iteration 38Q: 3 clusters Score -786868.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -786897.625000 Penalty: 4379.876953
	Iteration 39Q: 3 clusters Score -786897.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -786932.875000 Penalty: 4379.876953
	Iteration 40F: 3 clusters Score -786932.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -786961.562500 Penalty: 4379.876953
	Iteration 41Q: 3 clusters Score -786961.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -786984.687500 Penalty: 4379.876953
	Iteration 42Q: 3 clusters Score -786984.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -787006.000000 Penalty: 4379.876953
	Iteration 43Q: 3 clusters Score -787006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -787030.000000 Penalty: 4379.876953
	Iteration 44Q: 3 clusters Score -787030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -787054.437500 Penalty: 4379.876953
	Iteration 45Q: 3 clusters Score -787054.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -787081.750000 Penalty: 4379.876953
	Iteration 46Q: 3 clusters Score -787081.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -787106.000000 Penalty: 4379.876953
	Iteration 47Q: 3 clusters Score -787106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -787128.062500 Penalty: 4379.876953
	Iteration 48Q: 3 clusters Score -787128.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -787147.437500 Penalty: 4379.876953
	Iteration 49Q: 3 clusters Score -787147.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -787168.625000 Penalty: 4379.876953
	Iteration 50Q: 3 clusters Score -787168.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -787188.312500 Penalty: 4379.876953
	Iteration 51Q: 3 clusters Score -787188.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -787205.500000 Penalty: 4379.876953
	Iteration 52Q: 3 clusters Score -787205.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -787223.687500 Penalty: 4379.876953
	Iteration 53Q: 3 clusters Score -787223.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -787235.062500 Penalty: 4379.876953
	Iteration 54Q: 3 clusters Score -787235.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -787244.750000 Penalty: 4379.876953
	Iteration 55Q: 3 clusters Score -787244.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -787257.312500 Penalty: 4379.876953
	Iteration 56Q: 3 clusters Score -787257.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -787274.000000 Penalty: 4379.876953
	Iteration 57Q: 3 clusters Score -787274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -787283.250000 Penalty: 4379.876953
	Iteration 58Q: 3 clusters Score -787283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -787295.062500 Penalty: 4379.876953
	Iteration 59Q: 3 clusters Score -787295.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -787303.875000 Penalty: 4379.876953
	Iteration 60F: 3 clusters Score -787303.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -787318.062500 Penalty: 4379.876953
	Iteration 61Q: 3 clusters Score -787318.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -787329.187500 Penalty: 4379.876953
	Iteration 62Q: 3 clusters Score -787329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -787341.000000 Penalty: 4379.876953
	Iteration 63Q: 3 clusters Score -787341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -787351.375000 Penalty: 4379.876953
	Iteration 64Q: 3 clusters Score -787351.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -787359.312500 Penalty: 4379.876953
	Iteration 65Q: 3 clusters Score -787359.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -787365.875000 Penalty: 4379.876953
	Iteration 66Q: 3 clusters Score -787365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -787376.125000 Penalty: 4379.876953
	Iteration 67Q: 3 clusters Score -787376.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -787384.062500 Penalty: 4379.876953
	Iteration 68Q: 3 clusters Score -787384.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -787392.250000 Penalty: 4379.876953
	Iteration 69Q: 3 clusters Score -787392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -787399.937500 Penalty: 4379.876953
	Iteration 70Q: 3 clusters Score -787399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -787406.500000 Penalty: 4379.876953
	Iteration 71Q: 3 clusters Score -787406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -787412.250000 Penalty: 4379.876953
	Iteration 72Q: 3 clusters Score -787412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -787414.875000 Penalty: 4379.876953
	Iteration 73Q: 3 clusters Score -787414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -787417.000000 Penalty: 4379.876953
	Iteration 74Q: 3 clusters Score -787417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -787417.562500 Penalty: 4379.876953
	Iteration 75Q: 3 clusters Score -787417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -787417.437500 Penalty: 4379.876953
	Iteration 76Q: 3 clusters Score -787417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -787422.187500 Penalty: 4379.876953
	Iteration 77Q: 3 clusters Score -787422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -787426.812500 Penalty: 4379.876953
	Iteration 78Q: 3 clusters Score -787426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -787430.062500 Penalty: 4379.876953
	Iteration 79Q: 3 clusters Score -787430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -787432.625000 Penalty: 4379.876953
	Iteration 80F: 3 clusters Score -787432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -787435.687500 Penalty: 4379.876953
	Iteration 81Q: 3 clusters Score -787435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -787441.625000 Penalty: 4379.876953
	Iteration 82Q: 3 clusters Score -787441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -787445.687500 Penalty: 4379.876953
	Iteration 83Q: 3 clusters Score -787445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -787448.500000 Penalty: 4379.876953
	Iteration 84Q: 3 clusters Score -787448.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -787454.812500 Penalty: 4379.876953
	Iteration 85Q: 3 clusters Score -787454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -787459.937500 Penalty: 4379.876953
	Iteration 86Q: 3 clusters Score -787459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -787461.625000 Penalty: 4379.876953
	Iteration 87Q: 3 clusters Score -787461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -787461.937500 Penalty: 4379.876953
	Iteration 88Q: 3 clusters Score -787461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -787461.937500 Penalty: 4379.876953
	Iteration 89F: 3 clusters Score -787461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -656517.000000 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -656517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -651168.750000 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -651168.8 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -652794.812500 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -652794.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -653308.375000 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -653308.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -653719.062500 Penalty: 4344.951172
	Iteration 3F: 3 clusters Score -653719.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -654072.437500 Penalty: 4344.951172
	Iteration 4F: 3 clusters Score -654072.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -654355.625000 Penalty: 4344.951172
	Iteration 5F: 3 clusters Score -654355.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -654551.687500 Penalty: 4344.951172
	Iteration 6Q: 3 clusters Score -654551.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -654686.562500 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -654686.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -654782.125000 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -654782.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -654853.187500 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -654853.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -654910.187500 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -654910.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -654943.687500 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -654943.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -654967.875000 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -654967.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -654984.250000 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -654984.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -654990.625000 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -654990.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -655000.937500 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -655000.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -655009.312500 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -655009.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -655017.937500 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -655017.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -655024.000000 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -655024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -655027.625000 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -655027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -655033.625000 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -655033.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -655039.375000 Penalty: 4344.951172
	Iteration 21Q: 3 clusters Score -655039.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -655051.187500 Penalty: 4344.951172
	Iteration 22Q: 3 clusters Score -655051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -655056.937500 Penalty: 4344.951172
	Iteration 23Q: 3 clusters Score -655056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -655062.312500 Penalty: 4344.951172
	Iteration 24Q: 3 clusters Score -655062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -655071.437500 Penalty: 4344.951172
	Iteration 25Q: 3 clusters Score -655071.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -655080.437500 Penalty: 4344.951172
	Iteration 26Q: 3 clusters Score -655080.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -655084.937500 Penalty: 4344.951172
	Iteration 27Q: 3 clusters Score -655084.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -655091.500000 Penalty: 4344.951172
	Iteration 28Q: 3 clusters Score -655091.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -655096.187500 Penalty: 4344.951172
	Iteration 29Q: 3 clusters Score -655096.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -655100.937500 Penalty: 4344.951172
	Iteration 30Q: 3 clusters Score -655100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -655105.375000 Penalty: 4344.951172
	Iteration 31Q: 3 clusters Score -655105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -655106.625000 Penalty: 4344.951172
	Iteration 32Q: 3 clusters Score -655106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -655107.812500 Penalty: 4344.951172
	Iteration 33Q: 3 clusters Score -655107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -655108.062500 Penalty: 4344.951172
	Iteration 34Q: 3 clusters Score -655108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -655109.750000 Penalty: 4344.951172
	Iteration 35Q: 3 clusters Score -655109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -655111.187500 Penalty: 4344.951172
	Iteration 36Q: 3 clusters Score -655111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -655112.812500 Penalty: 4344.951172
	Iteration 37Q: 3 clusters Score -655112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -655113.375000 Penalty: 4344.951172
	Iteration 38Q: 3 clusters Score -655113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -655112.750000 Penalty: 4344.951172
	Iteration 39Q: 3 clusters Score -655112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -655115.062500 Penalty: 4344.951172
	Iteration 40F: 3 clusters Score -655115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -655114.500000 Penalty: 4344.951172
	Iteration 41Q: 3 clusters Score -655114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -655113.937500 Penalty: 4344.951172
	Iteration 42Q: 3 clusters Score -655113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -655114.562500 Penalty: 4344.951172
	Iteration 43Q: 3 clusters Score -655114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -655115.500000 Penalty: 4344.951172
	Iteration 44Q: 3 clusters Score -655115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -655115.500000 Penalty: 4344.951172
	Iteration 45F: 3 clusters Score -655115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (55519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Entering Unmasked Estep 
Score: -6377699.000000 Penalty: 2709.271240
	Iteration 0F: 2 clusters Score -6377699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6340170.500000 Penalty: 5418.542480
	Iteration 0F: 3 clusters Score -6340170 nChanged 25918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -6354994.500000 Penalty: 5418.542480
	Iteration 1F: 3 clusters Score -6354994 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6355765.000000 Penalty: 5418.542480
	Iteration 2Q: 3 clusters Score -6355765 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -6356589.000000 Penalty: 5418.542480
	Iteration 3Q: 3 clusters Score -6356589 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6357535.500000 Penalty: 5418.542480
	Iteration 4Q: 3 clusters Score -6357536 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -6358746.000000 Penalty: 5418.542480
	Iteration 5Q: 3 clusters Score -6358746 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6360374.500000 Penalty: 5418.542480
	Iteration 6F: 3 clusters Score -6360374 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -6362540.000000 Penalty: 5418.542480
	Iteration 7F: 3 clusters Score -6362540 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -6365174.500000 Penalty: 5418.542480
	Iteration 8F: 3 clusters Score -6365174 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -6368195.000000 Penalty: 5418.542480
	Iteration 9F: 3 clusters Score -6368195 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -6370929.500000 Penalty: 5418.542480
	Iteration 10F: 3 clusters Score -6370930 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6372880.000000 Penalty: 5418.542480
	Iteration 11Q: 3 clusters Score -6372880 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6374002.500000 Penalty: 5418.542480
	Iteration 12Q: 3 clusters Score -6374002 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6374648.500000 Penalty: 5418.542480
	Iteration 13Q: 3 clusters Score -6374648 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6375040.000000 Penalty: 5418.542480
	Iteration 14Q: 3 clusters Score -6375040 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6375256.000000 Penalty: 5418.542480
	Iteration 15Q: 3 clusters Score -6375256 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6375372.000000 Penalty: 5418.542480
	Iteration 16Q: 3 clusters Score -6375372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6375435.500000 Penalty: 5418.542480
	Iteration 17Q: 3 clusters Score -6375436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6375469.000000 Penalty: 5418.542480
	Iteration 18Q: 3 clusters Score -6375469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6375503.000000 Penalty: 5418.542480
	Iteration 19Q: 3 clusters Score -6375503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6375499.500000 Penalty: 5418.542480
	Iteration 20F: 3 clusters Score -6375500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6375519.500000 Penalty: 5418.542480
	Iteration 21Q: 3 clusters Score -6375520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6375532.000000 Penalty: 5418.542480
	Iteration 22Q: 3 clusters Score -6375532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6375530.000000 Penalty: 5418.542480
	Iteration 23Q: 3 clusters Score -6375530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6375537.000000 Penalty: 5418.542480
	Iteration 24Q: 3 clusters Score -6375537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6375549.000000 Penalty: 5418.542480
	Iteration 25Q: 3 clusters Score -6375549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6375553.500000 Penalty: 5418.542480
	Iteration 26Q: 3 clusters Score -6375554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6375565.000000 Penalty: 5418.542480
	Iteration 27Q: 3 clusters Score -6375565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6375562.500000 Penalty: 5418.542480
	Iteration 28Q: 3 clusters Score -6375562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6375562.000000 Penalty: 5418.542480
	Iteration 29Q: 3 clusters Score -6375562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6375559.000000 Penalty: 5418.542480
	Iteration 30Q: 3 clusters Score -6375559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6375565.000000 Penalty: 5418.542480
	Iteration 31Q: 3 clusters Score -6375565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6375567.000000 Penalty: 5418.542480
	Iteration 32Q: 3 clusters Score -6375567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6375568.500000 Penalty: 5418.542480
	Iteration 33Q: 3 clusters Score -6375568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6375569.500000 Penalty: 5418.542480
	Iteration 34Q: 3 clusters Score -6375570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6375569.500000 Penalty: 5418.542480
	Iteration 35F: 3 clusters Score -6375570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Entering Unmasked Estep 
Score: -4430447.000000 Penalty: 2617.518555
	Iteration 0F: 2 clusters Score -4430447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4404427.500000 Penalty: 5235.037109
	Iteration 0F: 3 clusters Score -4404428 nChanged 17429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4414236.500000 Penalty: 5235.037109
	Iteration 1F: 3 clusters Score -4414236 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4415188.500000 Penalty: 5235.037109
	Iteration 2F: 3 clusters Score -4415188 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4416569.000000 Penalty: 5235.037109
	Iteration 3F: 3 clusters Score -4416569 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4418494.500000 Penalty: 5235.037109
	Iteration 4F: 3 clusters Score -4418494 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4420891.500000 Penalty: 5235.037109
	Iteration 5F: 3 clusters Score -4420892 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4423356.500000 Penalty: 5235.037109
	Iteration 6F: 3 clusters Score -4423356 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4425285.000000 Penalty: 5235.037109
	Iteration 7F: 3 clusters Score -4425285 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4426357.500000 Penalty: 5235.037109
	Iteration 8Q: 3 clusters Score -4426358 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4427010.500000 Penalty: 5235.037109
	Iteration 9Q: 3 clusters Score -4427010 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4427380.500000 Penalty: 5235.037109
	Iteration 10Q: 3 clusters Score -4427380 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -4427647.500000 Penalty: 5235.037109
	Iteration 11Q: 3 clusters Score -4427648 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4427807.000000 Penalty: 5235.037109
	Iteration 12Q: 3 clusters Score -4427807 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4427934.000000 Penalty: 5235.037109
	Iteration 13Q: 3 clusters Score -4427934 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -4428022.000000 Penalty: 5235.037109
	Iteration 14Q: 3 clusters Score -4428022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4428094.500000 Penalty: 5235.037109
	Iteration 15Q: 3 clusters Score -4428094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4428151.500000 Penalty: 5235.037109
	Iteration 16Q: 3 clusters Score -4428152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4428192.000000 Penalty: 5235.037109
	Iteration 17Q: 3 clusters Score -4428192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4428211.000000 Penalty: 5235.037109
	Iteration 18Q: 3 clusters Score -4428211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -4428234.500000 Penalty: 5235.037109
	Iteration 19Q: 3 clusters Score -4428234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4428243.500000 Penalty: 5235.037109
	Iteration 20F: 3 clusters Score -4428244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4428252.000000 Penalty: 5235.037109
	Iteration 21Q: 3 clusters Score -4428252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -4428272.000000 Penalty: 5235.037109
	Iteration 22Q: 3 clusters Score -4428272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4428284.500000 Penalty: 5235.037109
	Iteration 23Q: 3 clusters Score -4428284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4428286.500000 Penalty: 5235.037109
	Iteration 24Q: 3 clusters Score -4428286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4428290.000000 Penalty: 5235.037109
	Iteration 25Q: 3 clusters Score -4428290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4428295.500000 Penalty: 5235.037109
	Iteration 26Q: 3 clusters Score -4428296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4428299.000000 Penalty: 5235.037109
	Iteration 27Q: 3 clusters Score -4428299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4428301.500000 Penalty: 5235.037109
	Iteration 28Q: 3 clusters Score -4428302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4428308.000000 Penalty: 5235.037109
	Iteration 29Q: 3 clusters Score -4428308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4428308.500000 Penalty: 5235.037109
	Iteration 30Q: 3 clusters Score -4428308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4428306.500000 Penalty: 5235.037109
	Iteration 31Q: 3 clusters Score -4428306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4428305.000000 Penalty: 5235.037109
	Iteration 32Q: 3 clusters Score -4428305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4428305.000000 Penalty: 5235.037109
	Iteration 33F: 3 clusters Score -4428305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -563536.062500 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -563536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -558488.250000 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -558488.2 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -560092.625000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -560092.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -560623.000000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -560623 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -561046.687500 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -561046.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -561478.062500 Penalty: 4302.231934
	Iteration 4F: 3 clusters Score -561478.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -561845.125000 Penalty: 4302.231934
	Iteration 5F: 3 clusters Score -561845.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -562135.187500 Penalty: 4302.231934
	Iteration 6F: 3 clusters Score -562135.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -562285.000000 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -562285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -562376.812500 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -562376.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -562436.312500 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -562436.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -562478.812500 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -562478.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -562510.937500 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -562510.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -562527.437500 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -562527.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -562540.812500 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -562540.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -562554.875000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -562554.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -562568.500000 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -562568.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -562582.062500 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -562582.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -562595.687500 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -562595.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -562608.062500 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -562608.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -562616.562500 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -562616.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -562626.250000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -562626.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -562633.125000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -562633.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -562639.312500 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -562639.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -562644.500000 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -562644.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -562652.125000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -562652.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -562659.562500 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -562659.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -562670.562500 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -562670.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -562684.812500 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -562684.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -562689.937500 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -562689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -562693.000000 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -562693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -562695.437500 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -562695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -562696.562500 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -562696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -562696.750000 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -562696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -562699.625000 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -562699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -562701.812500 Penalty: 4302.231934
	Iteration 34Q: 3 clusters Score -562701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -562703.000000 Penalty: 4302.231934
	Iteration 35Q: 3 clusters Score -562703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -562708.562500 Penalty: 4302.231934
	Iteration 36Q: 3 clusters Score -562708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -562712.187500 Penalty: 4302.231934
	Iteration 37Q: 3 clusters Score -562712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -562717.750000 Penalty: 4302.231934
	Iteration 38Q: 3 clusters Score -562717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -562723.312500 Penalty: 4302.231934
	Iteration 39Q: 3 clusters Score -562723.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -562728.687500 Penalty: 4302.231934
	Iteration 40F: 3 clusters Score -562728.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -562734.187500 Penalty: 4302.231934
	Iteration 41Q: 3 clusters Score -562734.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -562738.000000 Penalty: 4302.231934
	Iteration 42Q: 3 clusters Score -562738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -562738.937500 Penalty: 4302.231934
	Iteration 43Q: 3 clusters Score -562738.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -562745.500000 Penalty: 4302.231934
	Iteration 44Q: 3 clusters Score -562745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -562748.625000 Penalty: 4302.231934
	Iteration 45Q: 3 clusters Score -562748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -562751.437500 Penalty: 4302.231934
	Iteration 46Q: 3 clusters Score -562751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -562751.312500 Penalty: 4302.231934
	Iteration 47Q: 3 clusters Score -562751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -562751.375000 Penalty: 4302.231934
	Iteration 48Q: 3 clusters Score -562751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -562751.375000 Penalty: 4302.231934
	Iteration 49F: 3 clusters Score -562751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (84967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Entering Unmasked Estep 
Score: -9856187.000000 Penalty: 2814.804688
	Iteration 0F: 2 clusters Score -9856187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -9799277.000000 Penalty: 5629.609375
	Iteration 0F: 3 clusters Score -9799277 nChanged 39860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -9822083.000000 Penalty: 5629.609375
	Iteration 1F: 3 clusters Score -9822083 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -9822793.000000 Penalty: 5629.609375
	Iteration 2Q: 3 clusters Score -9822793 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -9823637.000000 Penalty: 5629.609375
	Iteration 3Q: 3 clusters Score -9823637 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -9824567.000000 Penalty: 5629.609375
	Iteration 4Q: 3 clusters Score -9824567 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -9825964.000000 Penalty: 5629.609375
	Iteration 5Q: 3 clusters Score -9825964 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -9827849.000000 Penalty: 5629.609375
	Iteration 6Q: 3 clusters Score -9827849 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -9830198.000000 Penalty: 5629.609375
	Iteration 7F: 3 clusters Score -9830198 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -9833205.000000 Penalty: 5629.609375
	Iteration 8F: 3 clusters Score -9833205 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -9836740.000000 Penalty: 5629.609375
	Iteration 9F: 3 clusters Score -9836740 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9840773.000000 Penalty: 5629.609375
	Iteration 10F: 3 clusters Score -9840773 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -9844792.000000 Penalty: 5629.609375
	Iteration 11F: 3 clusters Score -9844792 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -9847933.000000 Penalty: 5629.609375
	Iteration 12Q: 3 clusters Score -9847933 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -9849689.000000 Penalty: 5629.609375
	Iteration 13Q: 3 clusters Score -9849689 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -9850660.000000 Penalty: 5629.609375
	Iteration 14Q: 3 clusters Score -9850660 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -9851196.000000 Penalty: 5629.609375
	Iteration 15Q: 3 clusters Score -9851196 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -9851681.000000 Penalty: 5629.609375
	Iteration 16Q: 3 clusters Score -9851681 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -9852172.000000 Penalty: 5629.609375
	Iteration 17Q: 3 clusters Score -9852172 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -9852693.000000 Penalty: 5629.609375
	Iteration 18Q: 3 clusters Score -9852693 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -9853339.000000 Penalty: 5629.609375
	Iteration 19Q: 3 clusters Score -9853339 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -9854288.000000 Penalty: 5629.609375
	Iteration 20F: 3 clusters Score -9854288 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -9855815.000000 Penalty: 5629.609375
	Iteration 21Q: 3 clusters Score -9855815 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -9857960.000000 Penalty: 5629.609375
	Iteration 22Q: 3 clusters Score -9857960 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -9860199.000000 Penalty: 5629.609375
	Iteration 23Q: 3 clusters Score -9860199 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9861795.000000 Penalty: 5629.609375
	Iteration 24Q: 3 clusters Score -9861795 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -9862491.000000 Penalty: 5629.609375
	Iteration 25Q: 3 clusters Score -9862491 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -9862817.000000 Penalty: 5629.609375
	Iteration 26Q: 3 clusters Score -9862817 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -9862946.000000 Penalty: 5629.609375
	Iteration 27Q: 3 clusters Score -9862946 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9863037.000000 Penalty: 5629.609375
	Iteration 28Q: 3 clusters Score -9863037 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9863087.000000 Penalty: 5629.609375
	Iteration 29Q: 3 clusters Score -9863087 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -9863084.000000 Penalty: 5629.609375
	Iteration 30Q: 3 clusters Score -9863084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9863093.000000 Penalty: 5629.609375
	Iteration 31Q: 3 clusters Score -9863093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -9863092.000000 Penalty: 5629.609375
	Iteration 32Q: 3 clusters Score -9863092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9863085.000000 Penalty: 5629.609375
	Iteration 33Q: 3 clusters Score -9863085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -9863095.000000 Penalty: 5629.609375
	Iteration 34Q: 3 clusters Score -9863095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -9863101.000000 Penalty: 5629.609375
	Iteration 35Q: 3 clusters Score -9863101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -9863103.000000 Penalty: 5629.609375
	Iteration 36Q: 3 clusters Score -9863103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -9863092.000000 Penalty: 5629.609375
	Iteration 37Q: 3 clusters Score -9863092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -9863113.000000 Penalty: 5629.609375
	Iteration 38Q: 3 clusters Score -9863113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -9863106.000000 Penalty: 5629.609375
	Iteration 39Q: 3 clusters Score -9863106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -9863099.000000 Penalty: 5629.609375
	Iteration 40F: 3 clusters Score -9863099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -9863104.000000 Penalty: 5629.609375
	Iteration 41Q: 3 clusters Score -9863104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -9863090.000000 Penalty: 5629.609375
	Iteration 42Q: 3 clusters Score -9863090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -9863095.000000 Penalty: 5629.609375
	Iteration 43Q: 3 clusters Score -9863095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -9863094.000000 Penalty: 5629.609375
	Iteration 44Q: 3 clusters Score -9863094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -9863100.000000 Penalty: 5629.609375
	Iteration 45Q: 3 clusters Score -9863100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9863101.000000 Penalty: 5629.609375
	Iteration 46Q: 3 clusters Score -9863101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9863101.000000 Penalty: 5629.609375
	Iteration 47F: 3 clusters Score -9863101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 945 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 9796 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7606 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6369 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Entering Unmasked Estep 
Score: -212268000.000000 Penalty: 337750.406250
Splitting cluster 46 changes total score from -212262480.000000 to -212268000.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 47 (10054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Entering Unmasked Estep 
Score: -1033230.687500 Penalty: 2285.500000
	Iteration 0F: 2 clusters Score -1033231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1025594.312500 Penalty: 4571.000000
	Iteration 0F: 3 clusters Score -1025594 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1028182.812500 Penalty: 4571.000000
	Iteration 1F: 3 clusters Score -1028183 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1028825.750000 Penalty: 4571.000000
	Iteration 2F: 3 clusters Score -1028826 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1029369.000000 Penalty: 4571.000000
	Iteration 3F: 3 clusters Score -1029369 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1029843.500000 Penalty: 4571.000000
	Iteration 4F: 3 clusters Score -1029844 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1030328.062500 Penalty: 4571.000000
	Iteration 5F: 3 clusters Score -1030328 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1030796.062500 Penalty: 4571.000000
	Iteration 6F: 3 clusters Score -1030796 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1031231.000000 Penalty: 4571.000000
	Iteration 7F: 3 clusters Score -1031231 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1031558.562500 Penalty: 4571.000000
	Iteration 8Q: 3 clusters Score -1031559 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1031815.250000 Penalty: 4571.000000
	Iteration 9Q: 3 clusters Score -1031815 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1032035.812500 Penalty: 4571.000000
	Iteration 10Q: 3 clusters Score -1032036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1032198.125000 Penalty: 4571.000000
	Iteration 11Q: 3 clusters Score -1032198 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1032324.312500 Penalty: 4571.000000
	Iteration 12Q: 3 clusters Score -1032324 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1032427.187500 Penalty: 4571.000000
	Iteration 13Q: 3 clusters Score -1032427 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1032494.687500 Penalty: 4571.000000
	Iteration 14Q: 3 clusters Score -1032495 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1032538.687500 Penalty: 4571.000000
	Iteration 15Q: 3 clusters Score -1032539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1032569.375000 Penalty: 4571.000000
	Iteration 16Q: 3 clusters Score -1032569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1032594.250000 Penalty: 4571.000000
	Iteration 17Q: 3 clusters Score -1032594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1032614.000000 Penalty: 4571.000000
	Iteration 18Q: 3 clusters Score -1032614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1032631.750000 Penalty: 4571.000000
	Iteration 19Q: 3 clusters Score -1032632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1032649.812500 Penalty: 4571.000000
	Iteration 20F: 3 clusters Score -1032650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1032660.437500 Penalty: 4571.000000
	Iteration 21Q: 3 clusters Score -1032660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1032666.562500 Penalty: 4571.000000
	Iteration 22Q: 3 clusters Score -1032667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1032670.562500 Penalty: 4571.000000
	Iteration 23Q: 3 clusters Score -1032671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1032675.750000 Penalty: 4571.000000
	Iteration 24Q: 3 clusters Score -1032676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1032680.187500 Penalty: 4571.000000
	Iteration 25Q: 3 clusters Score -1032680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1032686.500000 Penalty: 4571.000000
	Iteration 26Q: 3 clusters Score -1032686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1032689.687500 Penalty: 4571.000000
	Iteration 27Q: 3 clusters Score -1032690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1032692.437500 Penalty: 4571.000000
	Iteration 28Q: 3 clusters Score -1032692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1032696.687500 Penalty: 4571.000000
	Iteration 29Q: 3 clusters Score -1032697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1032698.937500 Penalty: 4571.000000
	Iteration 30Q: 3 clusters Score -1032699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1032701.937500 Penalty: 4571.000000
	Iteration 31Q: 3 clusters Score -1032702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1032706.937500 Penalty: 4571.000000
	Iteration 32Q: 3 clusters Score -1032707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1032706.375000 Penalty: 4571.000000
	Iteration 33Q: 3 clusters Score -1032706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1032706.750000 Penalty: 4571.000000
	Iteration 34Q: 3 clusters Score -1032707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1032710.000000 Penalty: 4571.000000
	Iteration 35Q: 3 clusters Score -1032710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032708.250000 Penalty: 4571.000000
	Iteration 36Q: 3 clusters Score -1032708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1032710.000000 Penalty: 4571.000000
	Iteration 37Q: 3 clusters Score -1032710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1032710.125000 Penalty: 4571.000000
	Iteration 38Q: 3 clusters Score -1032710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1032711.187500 Penalty: 4571.000000
	Iteration 39Q: 3 clusters Score -1032711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032713.812500 Penalty: 4571.000000
	Iteration 40F: 3 clusters Score -1032714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1032714.125000 Penalty: 4571.000000
	Iteration 41Q: 3 clusters Score -1032714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1032718.125000 Penalty: 4571.000000
	Iteration 42Q: 3 clusters Score -1032718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1032718.062500 Penalty: 4571.000000
	Iteration 43Q: 3 clusters Score -1032718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032718.187500 Penalty: 4571.000000
	Iteration 44Q: 3 clusters Score -1032718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1032719.750000 Penalty: 4571.000000
	Iteration 45Q: 3 clusters Score -1032720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1032721.250000 Penalty: 4571.000000
	Iteration 46Q: 3 clusters Score -1032721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1032722.062500 Penalty: 4571.000000
	Iteration 47Q: 3 clusters Score -1032722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1032723.062500 Penalty: 4571.000000
	Iteration 48Q: 3 clusters Score -1032723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1032725.000000 Penalty: 4571.000000
	Iteration 49Q: 3 clusters Score -1032725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032725.375000 Penalty: 4571.000000
	Iteration 50Q: 3 clusters Score -1032725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1032726.187500 Penalty: 4571.000000
	Iteration 51Q: 3 clusters Score -1032726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1032725.500000 Penalty: 4571.000000
	Iteration 52Q: 3 clusters Score -1032726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1032726.687500 Penalty: 4571.000000
	Iteration 53Q: 3 clusters Score -1032727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032727.062500 Penalty: 4571.000000
	Iteration 54Q: 3 clusters Score -1032727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1032725.562500 Penalty: 4571.000000
	Iteration 55Q: 3 clusters Score -1032726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1032726.562500 Penalty: 4571.000000
	Iteration 56Q: 3 clusters Score -1032727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1032727.062500 Penalty: 4571.000000
	Iteration 57Q: 3 clusters Score -1032727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1032727.187500 Penalty: 4571.000000
	Iteration 58Q: 3 clusters Score -1032727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032725.750000 Penalty: 4571.000000
	Iteration 59Q: 3 clusters Score -1032726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1032725.750000 Penalty: 4571.000000
	Iteration 60F: 3 clusters Score -1032726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -140601.703125 Penalty: 1774.538330
	Iteration 0F: 2 clusters Score -140601.7 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 628 members 
Entering Unmasked Estep 
Score: -138474.406250 Penalty: 3549.076660
	Iteration 0F: 3 clusters Score -138474.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138795.812500 Penalty: 3549.076660
	Iteration 1F: 3 clusters Score -138795.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -138876.578125 Penalty: 3549.076660
	Iteration 2F: 3 clusters Score -138876.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138919.921875 Penalty: 3549.076660
	Iteration 3Q: 3 clusters Score -138919.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138951.000000 Penalty: 3549.076660
	Iteration 4Q: 3 clusters Score -138951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138967.437500 Penalty: 3549.076660
	Iteration 5Q: 3 clusters Score -138967.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138977.484375 Penalty: 3549.076660
	Iteration 6Q: 3 clusters Score -138977.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138985.046875 Penalty: 3549.076660
	Iteration 7Q: 3 clusters Score -138985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138985.593750 Penalty: 3549.076660
	Iteration 8Q: 3 clusters Score -138985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138985.593750 Penalty: 3549.076660
	Iteration 9F: 3 clusters Score -138985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Entering Unmasked Estep 
Score: -1248963.125000 Penalty: 2316.637695
	Iteration 0F: 2 clusters Score -1248963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1240380.500000 Penalty: 4633.275391
	Iteration 0F: 3 clusters Score -1240380 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1242978.750000 Penalty: 4633.275391
	Iteration 1F: 3 clusters Score -1242979 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1243278.000000 Penalty: 4633.275391
	Iteration 2F: 3 clusters Score -1243278 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1243482.500000 Penalty: 4633.275391
	Iteration 3Q: 3 clusters Score -1243482 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1243654.250000 Penalty: 4633.275391
	Iteration 4Q: 3 clusters Score -1243654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1243824.375000 Penalty: 4633.275391
	Iteration 5Q: 3 clusters Score -1243824 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1244010.875000 Penalty: 4633.275391
	Iteration 6Q: 3 clusters Score -1244011 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1244169.750000 Penalty: 4633.275391
	Iteration 7Q: 3 clusters Score -1244170 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1244329.375000 Penalty: 4633.275391
	Iteration 8Q: 3 clusters Score -1244329 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1244499.875000 Penalty: 4633.275391
	Iteration 9Q: 3 clusters Score -1244500 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1244685.750000 Penalty: 4633.275391
	Iteration 10Q: 3 clusters Score -1244686 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1244882.625000 Penalty: 4633.275391
	Iteration 11Q: 3 clusters Score -1244883 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1245104.375000 Penalty: 4633.275391
	Iteration 12Q: 3 clusters Score -1245104 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1245356.625000 Penalty: 4633.275391
	Iteration 13Q: 3 clusters Score -1245357 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1245560.250000 Penalty: 4633.275391
	Iteration 14Q: 3 clusters Score -1245560 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1245754.750000 Penalty: 4633.275391
	Iteration 15Q: 3 clusters Score -1245755 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1245920.625000 Penalty: 4633.275391
	Iteration 16Q: 3 clusters Score -1245921 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1246065.375000 Penalty: 4633.275391
	Iteration 17Q: 3 clusters Score -1246065 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1246210.875000 Penalty: 4633.275391
	Iteration 18Q: 3 clusters Score -1246211 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1246347.125000 Penalty: 4633.275391
	Iteration 19Q: 3 clusters Score -1246347 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1246473.750000 Penalty: 4633.275391
	Iteration 20F: 3 clusters Score -1246474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1246584.625000 Penalty: 4633.275391
	Iteration 21Q: 3 clusters Score -1246585 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1246692.375000 Penalty: 4633.275391
	Iteration 22Q: 3 clusters Score -1246692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1246796.750000 Penalty: 4633.275391
	Iteration 23Q: 3 clusters Score -1246797 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1246896.750000 Penalty: 4633.275391
	Iteration 24Q: 3 clusters Score -1246897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1246976.750000 Penalty: 4633.275391
	Iteration 25Q: 3 clusters Score -1246977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1247054.750000 Penalty: 4633.275391
	Iteration 26Q: 3 clusters Score -1247055 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1247126.125000 Penalty: 4633.275391
	Iteration 27Q: 3 clusters Score -1247126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1247190.750000 Penalty: 4633.275391
	Iteration 28Q: 3 clusters Score -1247191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1247231.250000 Penalty: 4633.275391
	Iteration 29Q: 3 clusters Score -1247231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1247263.125000 Penalty: 4633.275391
	Iteration 30Q: 3 clusters Score -1247263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1247280.250000 Penalty: 4633.275391
	Iteration 31Q: 3 clusters Score -1247280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1247295.875000 Penalty: 4633.275391
	Iteration 32Q: 3 clusters Score -1247296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1247305.625000 Penalty: 4633.275391
	Iteration 33Q: 3 clusters Score -1247306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1247315.000000 Penalty: 4633.275391
	Iteration 34Q: 3 clusters Score -1247315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1247318.125000 Penalty: 4633.275391
	Iteration 35Q: 3 clusters Score -1247318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1247326.625000 Penalty: 4633.275391
	Iteration 36Q: 3 clusters Score -1247327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1247331.000000 Penalty: 4633.275391
	Iteration 37Q: 3 clusters Score -1247331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1247335.750000 Penalty: 4633.275391
	Iteration 38Q: 3 clusters Score -1247336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1247337.500000 Penalty: 4633.275391
	Iteration 39Q: 3 clusters Score -1247338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1247338.375000 Penalty: 4633.275391
	Iteration 40F: 3 clusters Score -1247338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1247342.625000 Penalty: 4633.275391
	Iteration 41Q: 3 clusters Score -1247343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1247345.500000 Penalty: 4633.275391
	Iteration 42Q: 3 clusters Score -1247346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1247350.000000 Penalty: 4633.275391
	Iteration 43Q: 3 clusters Score -1247350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1247352.875000 Penalty: 4633.275391
	Iteration 44Q: 3 clusters Score -1247353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1247352.250000 Penalty: 4633.275391
	Iteration 45Q: 3 clusters Score -1247352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1247351.500000 Penalty: 4633.275391
	Iteration 46Q: 3 clusters Score -1247352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1247353.125000 Penalty: 4633.275391
	Iteration 47Q: 3 clusters Score -1247353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1247353.625000 Penalty: 4633.275391
	Iteration 48Q: 3 clusters Score -1247354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1247352.375000 Penalty: 4633.275391
	Iteration 49Q: 3 clusters Score -1247352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1247352.250000 Penalty: 4633.275391
	Iteration 50Q: 3 clusters Score -1247352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1247352.250000 Penalty: 4633.275391
	Iteration 51F: 3 clusters Score -1247352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Entering Unmasked Estep 
Score: -2382402.750000 Penalty: 2466.470459
	Iteration 0F: 2 clusters Score -2382403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2367685.000000 Penalty: 4932.940918
	Iteration 0F: 3 clusters Score -2367685 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2372740.250000 Penalty: 4932.940918
	Iteration 1F: 3 clusters Score -2372740 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2373160.000000 Penalty: 4932.940918
	Iteration 2F: 3 clusters Score -2373160 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2373538.250000 Penalty: 4932.940918
	Iteration 3Q: 3 clusters Score -2373538 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2373881.500000 Penalty: 4932.940918
	Iteration 4Q: 3 clusters Score -2373882 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2374259.750000 Penalty: 4932.940918
	Iteration 5Q: 3 clusters Score -2374260 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2374735.250000 Penalty: 4932.940918
	Iteration 6Q: 3 clusters Score -2374735 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2375399.500000 Penalty: 4932.940918
	Iteration 7Q: 3 clusters Score -2375400 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2376134.500000 Penalty: 4932.940918
	Iteration 8F: 3 clusters Score -2376134 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2376924.000000 Penalty: 4932.940918
	Iteration 9F: 3 clusters Score -2376924 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2377737.250000 Penalty: 4932.940918
	Iteration 10F: 3 clusters Score -2377737 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2378539.750000 Penalty: 4932.940918
	Iteration 11Q: 3 clusters Score -2378540 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2379168.500000 Penalty: 4932.940918
	Iteration 12Q: 3 clusters Score -2379168 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2379552.000000 Penalty: 4932.940918
	Iteration 13Q: 3 clusters Score -2379552 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2379815.250000 Penalty: 4932.940918
	Iteration 14Q: 3 clusters Score -2379815 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2379965.250000 Penalty: 4932.940918
	Iteration 15Q: 3 clusters Score -2379965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2380038.000000 Penalty: 4932.940918
	Iteration 16Q: 3 clusters Score -2380038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2380096.250000 Penalty: 4932.940918
	Iteration 17Q: 3 clusters Score -2380096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2380140.500000 Penalty: 4932.940918
	Iteration 18Q: 3 clusters Score -2380140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2380164.250000 Penalty: 4932.940918
	Iteration 19Q: 3 clusters Score -2380164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2380189.500000 Penalty: 4932.940918
	Iteration 20F: 3 clusters Score -2380190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2380211.250000 Penalty: 4932.940918
	Iteration 21Q: 3 clusters Score -2380211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2380218.000000 Penalty: 4932.940918
	Iteration 22Q: 3 clusters Score -2380218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2380235.500000 Penalty: 4932.940918
	Iteration 23Q: 3 clusters Score -2380236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2380236.750000 Penalty: 4932.940918
	Iteration 24Q: 3 clusters Score -2380237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2380245.750000 Penalty: 4932.940918
	Iteration 25Q: 3 clusters Score -2380246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2380249.500000 Penalty: 4932.940918
	Iteration 26Q: 3 clusters Score -2380250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2380253.000000 Penalty: 4932.940918
	Iteration 27Q: 3 clusters Score -2380253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2380261.000000 Penalty: 4932.940918
	Iteration 28Q: 3 clusters Score -2380261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2380265.250000 Penalty: 4932.940918
	Iteration 29Q: 3 clusters Score -2380265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2380265.250000 Penalty: 4932.940918
	Iteration 30F: 3 clusters Score -2380265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Entering Unmasked Estep 
Score: -1888041.750000 Penalty: 2410.317871
	Iteration 0F: 2 clusters Score -1888042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1876154.125000 Penalty: 4820.635742
	Iteration 0F: 3 clusters Score -1876154 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1880032.250000 Penalty: 4820.635742
	Iteration 1F: 3 clusters Score -1880032 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1880535.625000 Penalty: 4820.635742
	Iteration 2F: 3 clusters Score -1880536 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1881165.375000 Penalty: 4820.635742
	Iteration 3F: 3 clusters Score -1881165 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1881931.250000 Penalty: 4820.635742
	Iteration 4F: 3 clusters Score -1881931 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1882759.625000 Penalty: 4820.635742
	Iteration 5F: 3 clusters Score -1882760 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1883463.875000 Penalty: 4820.635742
	Iteration 6F: 3 clusters Score -1883464 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1884038.625000 Penalty: 4820.635742
	Iteration 7F: 3 clusters Score -1884039 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1884552.000000 Penalty: 4820.635742
	Iteration 8Q: 3 clusters Score -1884552 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1885056.250000 Penalty: 4820.635742
	Iteration 9Q: 3 clusters Score -1885056 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1885601.750000 Penalty: 4820.635742
	Iteration 10Q: 3 clusters Score -1885602 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1886180.375000 Penalty: 4820.635742
	Iteration 11Q: 3 clusters Score -1886180 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1886686.250000 Penalty: 4820.635742
	Iteration 12Q: 3 clusters Score -1886686 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1887041.250000 Penalty: 4820.635742
	Iteration 13Q: 3 clusters Score -1887041 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1887242.000000 Penalty: 4820.635742
	Iteration 14Q: 3 clusters Score -1887242 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1887370.875000 Penalty: 4820.635742
	Iteration 15Q: 3 clusters Score -1887371 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1887463.250000 Penalty: 4820.635742
	Iteration 16Q: 3 clusters Score -1887463 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1887532.125000 Penalty: 4820.635742
	Iteration 17Q: 3 clusters Score -1887532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1887596.000000 Penalty: 4820.635742
	Iteration 18Q: 3 clusters Score -1887596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1887656.750000 Penalty: 4820.635742
	Iteration 19Q: 3 clusters Score -1887657 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1887702.000000 Penalty: 4820.635742
	Iteration 20F: 3 clusters Score -1887702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1887739.250000 Penalty: 4820.635742
	Iteration 21Q: 3 clusters Score -1887739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1887768.125000 Penalty: 4820.635742
	Iteration 22Q: 3 clusters Score -1887768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1887791.500000 Penalty: 4820.635742
	Iteration 23Q: 3 clusters Score -1887792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1887802.250000 Penalty: 4820.635742
	Iteration 24Q: 3 clusters Score -1887802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1887809.500000 Penalty: 4820.635742
	Iteration 25Q: 3 clusters Score -1887810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1887817.000000 Penalty: 4820.635742
	Iteration 26Q: 3 clusters Score -1887817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1887826.750000 Penalty: 4820.635742
	Iteration 27Q: 3 clusters Score -1887827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1887827.125000 Penalty: 4820.635742
	Iteration 28Q: 3 clusters Score -1887827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1887826.875000 Penalty: 4820.635742
	Iteration 29Q: 3 clusters Score -1887827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1887824.375000 Penalty: 4820.635742
	Iteration 30Q: 3 clusters Score -1887824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1887829.250000 Penalty: 4820.635742
	Iteration 31Q: 3 clusters Score -1887829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1887831.375000 Penalty: 4820.635742
	Iteration 32Q: 3 clusters Score -1887831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1887830.875000 Penalty: 4820.635742
	Iteration 33Q: 3 clusters Score -1887831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1887833.500000 Penalty: 4820.635742
	Iteration 34Q: 3 clusters Score -1887834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1887832.000000 Penalty: 4820.635742
	Iteration 35Q: 3 clusters Score -1887832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1887833.000000 Penalty: 4820.635742
	Iteration 36Q: 3 clusters Score -1887833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1887831.750000 Penalty: 4820.635742
	Iteration 37Q: 3 clusters Score -1887832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1887831.875000 Penalty: 4820.635742
	Iteration 38Q: 3 clusters Score -1887832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1887831.875000 Penalty: 4820.635742
	Iteration 39F: 3 clusters Score -1887832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -406066.406250 Penalty: 2045.440430
	Iteration 0F: 2 clusters Score -406066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -402337.343750 Penalty: 4090.880859
	Iteration 0F: 3 clusters Score -402337.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403146.375000 Penalty: 4090.880859
	Iteration 1F: 3 clusters Score -403146.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -403348.718750 Penalty: 4090.880859
	Iteration 2F: 3 clusters Score -403348.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -403531.281250 Penalty: 4090.880859
	Iteration 3F: 3 clusters Score -403531.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403714.968750 Penalty: 4090.880859
	Iteration 4Q: 3 clusters Score -403715 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -403890.031250 Penalty: 4090.880859
	Iteration 5Q: 3 clusters Score -403890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -404026.250000 Penalty: 4090.880859
	Iteration 6Q: 3 clusters Score -404026.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -404130.875000 Penalty: 4090.880859
	Iteration 7Q: 3 clusters Score -404130.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -404206.156250 Penalty: 4090.880859
	Iteration 8Q: 3 clusters Score -404206.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -404266.812500 Penalty: 4090.880859
	Iteration 9Q: 3 clusters Score -404266.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -404320.781250 Penalty: 4090.880859
	Iteration 10Q: 3 clusters Score -404320.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -404378.937500 Penalty: 4090.880859
	Iteration 11Q: 3 clusters Score -404378.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -404435.312500 Penalty: 4090.880859
	Iteration 12Q: 3 clusters Score -404435.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -404482.156250 Penalty: 4090.880859
	Iteration 13Q: 3 clusters Score -404482.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -404522.968750 Penalty: 4090.880859
	Iteration 14Q: 3 clusters Score -404523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -404572.625000 Penalty: 4090.880859
	Iteration 15Q: 3 clusters Score -404572.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -404625.125000 Penalty: 4090.880859
	Iteration 16Q: 3 clusters Score -404625.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -404666.593750 Penalty: 4090.880859
	Iteration 17Q: 3 clusters Score -404666.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -404691.468750 Penalty: 4090.880859
	Iteration 18Q: 3 clusters Score -404691.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -404706.062500 Penalty: 4090.880859
	Iteration 19Q: 3 clusters Score -404706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -404717.093750 Penalty: 4090.880859
	Iteration 20F: 3 clusters Score -404717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -404723.812500 Penalty: 4090.880859
	Iteration 21Q: 3 clusters Score -404723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -404728.625000 Penalty: 4090.880859
	Iteration 22Q: 3 clusters Score -404728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -404732.875000 Penalty: 4090.880859
	Iteration 23Q: 3 clusters Score -404732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -404735.093750 Penalty: 4090.880859
	Iteration 24Q: 3 clusters Score -404735.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -404742.062500 Penalty: 4090.880859
	Iteration 25Q: 3 clusters Score -404742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -404753.187500 Penalty: 4090.880859
	Iteration 26Q: 3 clusters Score -404753.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -404764.875000 Penalty: 4090.880859
	Iteration 27Q: 3 clusters Score -404764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -404769.093750 Penalty: 4090.880859
	Iteration 28Q: 3 clusters Score -404769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -404771.031250 Penalty: 4090.880859
	Iteration 29Q: 3 clusters Score -404771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -404774.156250 Penalty: 4090.880859
	Iteration 30Q: 3 clusters Score -404774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -404775.531250 Penalty: 4090.880859
	Iteration 31Q: 3 clusters Score -404775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404777.593750 Penalty: 4090.880859
	Iteration 32Q: 3 clusters Score -404777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -404779.125000 Penalty: 4090.880859
	Iteration 33Q: 3 clusters Score -404779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -404779.812500 Penalty: 4090.880859
	Iteration 34Q: 3 clusters Score -404779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -404781.062500 Penalty: 4090.880859
	Iteration 35Q: 3 clusters Score -404781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -404781.031250 Penalty: 4090.880859
	Iteration 36Q: 3 clusters Score -404781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -404781.500000 Penalty: 4090.880859
	Iteration 37Q: 3 clusters Score -404781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -404781.593750 Penalty: 4090.880859
	Iteration 38Q: 3 clusters Score -404781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -404781.593750 Penalty: 4090.880859
	Iteration 39F: 3 clusters Score -404781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -948436.250000 Penalty: 2245.922607
	Iteration 0F: 2 clusters Score -948436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -941646.250000 Penalty: 4491.845215
	Iteration 0F: 3 clusters Score -941646.2 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -943640.562500 Penalty: 4491.845215
	Iteration 1F: 3 clusters Score -943640.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -944031.250000 Penalty: 4491.845215
	Iteration 2F: 3 clusters Score -944031.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -944424.437500 Penalty: 4491.845215
	Iteration 3F: 3 clusters Score -944424.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -944720.125000 Penalty: 4491.845215
	Iteration 4F: 3 clusters Score -944720.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -944972.875000 Penalty: 4491.845215
	Iteration 5Q: 3 clusters Score -944972.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -945171.562500 Penalty: 4491.845215
	Iteration 6Q: 3 clusters Score -945171.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -945367.000000 Penalty: 4491.845215
	Iteration 7Q: 3 clusters Score -945367 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -945512.312500 Penalty: 4491.845215
	Iteration 8Q: 3 clusters Score -945512.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -945641.812500 Penalty: 4491.845215
	Iteration 9Q: 3 clusters Score -945641.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -945767.875000 Penalty: 4491.845215
	Iteration 10Q: 3 clusters Score -945767.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -945878.062500 Penalty: 4491.845215
	Iteration 11Q: 3 clusters Score -945878.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -945975.187500 Penalty: 4491.845215
	Iteration 12Q: 3 clusters Score -945975.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -946066.687500 Penalty: 4491.845215
	Iteration 13Q: 3 clusters Score -946066.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -946152.687500 Penalty: 4491.845215
	Iteration 14Q: 3 clusters Score -946152.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -946237.312500 Penalty: 4491.845215
	Iteration 15Q: 3 clusters Score -946237.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -946315.250000 Penalty: 4491.845215
	Iteration 16Q: 3 clusters Score -946315.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -946389.875000 Penalty: 4491.845215
	Iteration 17Q: 3 clusters Score -946389.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -946472.875000 Penalty: 4491.845215
	Iteration 18Q: 3 clusters Score -946472.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -946555.812500 Penalty: 4491.845215
	Iteration 19Q: 3 clusters Score -946555.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -946624.437500 Penalty: 4491.845215
	Iteration 20F: 3 clusters Score -946624.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -946700.062500 Penalty: 4491.845215
	Iteration 21Q: 3 clusters Score -946700.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -946769.937500 Penalty: 4491.845215
	Iteration 22Q: 3 clusters Score -946769.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -946821.187500 Penalty: 4491.845215
	Iteration 23Q: 3 clusters Score -946821.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -946864.687500 Penalty: 4491.845215
	Iteration 24Q: 3 clusters Score -946864.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -946890.812500 Penalty: 4491.845215
	Iteration 25Q: 3 clusters Score -946890.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -946912.812500 Penalty: 4491.845215
	Iteration 26Q: 3 clusters Score -946912.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -946934.937500 Penalty: 4491.845215
	Iteration 27Q: 3 clusters Score -946934.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -946948.375000 Penalty: 4491.845215
	Iteration 28Q: 3 clusters Score -946948.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -946962.125000 Penalty: 4491.845215
	Iteration 29Q: 3 clusters Score -946962.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -946976.500000 Penalty: 4491.845215
	Iteration 30Q: 3 clusters Score -946976.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -946987.125000 Penalty: 4491.845215
	Iteration 31Q: 3 clusters Score -946987.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -946994.687500 Penalty: 4491.845215
	Iteration 32Q: 3 clusters Score -946994.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -947006.250000 Penalty: 4491.845215
	Iteration 33Q: 3 clusters Score -947006.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -947010.625000 Penalty: 4491.845215
	Iteration 34Q: 3 clusters Score -947010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -947017.937500 Penalty: 4491.845215
	Iteration 35Q: 3 clusters Score -947017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -947023.312500 Penalty: 4491.845215
	Iteration 36Q: 3 clusters Score -947023.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -947025.750000 Penalty: 4491.845215
	Iteration 37Q: 3 clusters Score -947025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -947026.812500 Penalty: 4491.845215
	Iteration 38Q: 3 clusters Score -947026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -947030.187500 Penalty: 4491.845215
	Iteration 39Q: 3 clusters Score -947030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -947033.437500 Penalty: 4491.845215
	Iteration 40F: 3 clusters Score -947033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -947034.312500 Penalty: 4491.845215
	Iteration 41Q: 3 clusters Score -947034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -947041.437500 Penalty: 4491.845215
	Iteration 42Q: 3 clusters Score -947041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -947042.000000 Penalty: 4491.845215
	Iteration 43Q: 3 clusters Score -947042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -947044.812500 Penalty: 4491.845215
	Iteration 44Q: 3 clusters Score -947044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -947046.687500 Penalty: 4491.845215
	Iteration 45Q: 3 clusters Score -947046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -947047.000000 Penalty: 4491.845215
	Iteration 46Q: 3 clusters Score -947047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -947047.000000 Penalty: 4491.845215
	Iteration 47Q: 3 clusters Score -947047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -947049.375000 Penalty: 4491.845215
	Iteration 48Q: 3 clusters Score -947049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -947050.187500 Penalty: 4491.845215
	Iteration 49Q: 3 clusters Score -947050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -947049.625000 Penalty: 4491.845215
	Iteration 50Q: 3 clusters Score -947049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -947050.250000 Penalty: 4491.845215
	Iteration 51Q: 3 clusters Score -947050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -947052.750000 Penalty: 4491.845215
	Iteration 52Q: 3 clusters Score -947052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -947052.375000 Penalty: 4491.845215
	Iteration 53Q: 3 clusters Score -947052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -947052.375000 Penalty: 4491.845215
	Iteration 54F: 3 clusters Score -947052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -739300.687500 Penalty: 2208.482910
	Iteration 0F: 2 clusters Score -739300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -733232.750000 Penalty: 4416.965820
	Iteration 0F: 3 clusters Score -733232.8 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -734915.250000 Penalty: 4416.965820
	Iteration 1F: 3 clusters Score -734915.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -735275.750000 Penalty: 4416.965820
	Iteration 2F: 3 clusters Score -735275.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -735603.875000 Penalty: 4416.965820
	Iteration 3F: 3 clusters Score -735603.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -735945.000000 Penalty: 4416.965820
	Iteration 4F: 3 clusters Score -735945 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -736291.812500 Penalty: 4416.965820
	Iteration 5F: 3 clusters Score -736291.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -736610.375000 Penalty: 4416.965820
	Iteration 6F: 3 clusters Score -736610.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -736904.937500 Penalty: 4416.965820
	Iteration 7Q: 3 clusters Score -736904.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -737156.937500 Penalty: 4416.965820
	Iteration 8Q: 3 clusters Score -737156.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -737365.125000 Penalty: 4416.965820
	Iteration 9Q: 3 clusters Score -737365.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -737536.937500 Penalty: 4416.965820
	Iteration 10Q: 3 clusters Score -737536.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -737681.625000 Penalty: 4416.965820
	Iteration 11Q: 3 clusters Score -737681.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -737804.437500 Penalty: 4416.965820
	Iteration 12Q: 3 clusters Score -737804.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -737907.375000 Penalty: 4416.965820
	Iteration 13Q: 3 clusters Score -737907.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -737990.687500 Penalty: 4416.965820
	Iteration 14Q: 3 clusters Score -737990.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -738064.312500 Penalty: 4416.965820
	Iteration 15Q: 3 clusters Score -738064.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -738132.187500 Penalty: 4416.965820
	Iteration 16Q: 3 clusters Score -738132.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -738195.875000 Penalty: 4416.965820
	Iteration 17Q: 3 clusters Score -738195.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -738243.000000 Penalty: 4416.965820
	Iteration 18Q: 3 clusters Score -738243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -738267.875000 Penalty: 4416.965820
	Iteration 19Q: 3 clusters Score -738267.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -738288.437500 Penalty: 4416.965820
	Iteration 20F: 3 clusters Score -738288.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -738304.125000 Penalty: 4416.965820
	Iteration 21Q: 3 clusters Score -738304.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -738312.187500 Penalty: 4416.965820
	Iteration 22Q: 3 clusters Score -738312.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -738321.812500 Penalty: 4416.965820
	Iteration 23Q: 3 clusters Score -738321.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -738331.187500 Penalty: 4416.965820
	Iteration 24Q: 3 clusters Score -738331.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -738341.250000 Penalty: 4416.965820
	Iteration 25Q: 3 clusters Score -738341.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -738347.625000 Penalty: 4416.965820
	Iteration 26Q: 3 clusters Score -738347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -738351.937500 Penalty: 4416.965820
	Iteration 27Q: 3 clusters Score -738351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -738357.562500 Penalty: 4416.965820
	Iteration 28Q: 3 clusters Score -738357.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -738360.562500 Penalty: 4416.965820
	Iteration 29Q: 3 clusters Score -738360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -738362.812500 Penalty: 4416.965820
	Iteration 30Q: 3 clusters Score -738362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -738367.125000 Penalty: 4416.965820
	Iteration 31Q: 3 clusters Score -738367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -738366.062500 Penalty: 4416.965820
	Iteration 32Q: 3 clusters Score -738366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -738366.562500 Penalty: 4416.965820
	Iteration 33Q: 3 clusters Score -738366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -738366.562500 Penalty: 4416.965820
	Iteration 34F: 3 clusters Score -738366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Entering Unmasked Estep 
Score: -3891837.500000 Penalty: 2587.631592
	Iteration 0F: 2 clusters Score -3891838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3868653.500000 Penalty: 5175.263184
	Iteration 0F: 3 clusters Score -3868654 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3877154.000000 Penalty: 5175.263184
	Iteration 1F: 3 clusters Score -3877154 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3877937.250000 Penalty: 5175.263184
	Iteration 2F: 3 clusters Score -3877937 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3878825.750000 Penalty: 5175.263184
	Iteration 3F: 3 clusters Score -3878826 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3879900.750000 Penalty: 5175.263184
	Iteration 4F: 3 clusters Score -3879901 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3881053.500000 Penalty: 5175.263184
	Iteration 5F: 3 clusters Score -3881054 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3882142.750000 Penalty: 5175.263184
	Iteration 6F: 3 clusters Score -3882143 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3883043.250000 Penalty: 5175.263184
	Iteration 7F: 3 clusters Score -3883043 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3883769.500000 Penalty: 5175.263184
	Iteration 8Q: 3 clusters Score -3883770 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3884274.250000 Penalty: 5175.263184
	Iteration 9Q: 3 clusters Score -3884274 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3884615.500000 Penalty: 5175.263184
	Iteration 10Q: 3 clusters Score -3884616 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3884898.750000 Penalty: 5175.263184
	Iteration 11Q: 3 clusters Score -3884899 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3885150.000000 Penalty: 5175.263184
	Iteration 12Q: 3 clusters Score -3885150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3885385.000000 Penalty: 5175.263184
	Iteration 13Q: 3 clusters Score -3885385 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3885655.000000 Penalty: 5175.263184
	Iteration 14Q: 3 clusters Score -3885655 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3885990.000000 Penalty: 5175.263184
	Iteration 15Q: 3 clusters Score -3885990 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3886354.000000 Penalty: 5175.263184
	Iteration 16Q: 3 clusters Score -3886354 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3886763.500000 Penalty: 5175.263184
	Iteration 17Q: 3 clusters Score -3886764 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3887091.750000 Penalty: 5175.263184
	Iteration 18Q: 3 clusters Score -3887092 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3887359.500000 Penalty: 5175.263184
	Iteration 19Q: 3 clusters Score -3887360 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3887585.250000 Penalty: 5175.263184
	Iteration 20F: 3 clusters Score -3887585 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3887751.750000 Penalty: 5175.263184
	Iteration 21Q: 3 clusters Score -3887752 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3887971.000000 Penalty: 5175.263184
	Iteration 22Q: 3 clusters Score -3887971 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3888227.250000 Penalty: 5175.263184
	Iteration 23Q: 3 clusters Score -3888227 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3888523.500000 Penalty: 5175.263184
	Iteration 24Q: 3 clusters Score -3888524 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3888783.250000 Penalty: 5175.263184
	Iteration 25Q: 3 clusters Score -3888783 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3888950.250000 Penalty: 5175.263184
	Iteration 26Q: 3 clusters Score -3888950 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3889052.250000 Penalty: 5175.263184
	Iteration 27Q: 3 clusters Score -3889052 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3889110.500000 Penalty: 5175.263184
	Iteration 28Q: 3 clusters Score -3889110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3889163.000000 Penalty: 5175.263184
	Iteration 29Q: 3 clusters Score -3889163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3889186.250000 Penalty: 5175.263184
	Iteration 30Q: 3 clusters Score -3889186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3889203.250000 Penalty: 5175.263184
	Iteration 31Q: 3 clusters Score -3889203 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3889225.250000 Penalty: 5175.263184
	Iteration 32Q: 3 clusters Score -3889225 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3889221.000000 Penalty: 5175.263184
	Iteration 33Q: 3 clusters Score -3889221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3889235.500000 Penalty: 5175.263184
	Iteration 34Q: 3 clusters Score -3889236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3889244.250000 Penalty: 5175.263184
	Iteration 35Q: 3 clusters Score -3889244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3889238.250000 Penalty: 5175.263184
	Iteration 36Q: 3 clusters Score -3889238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3889234.000000 Penalty: 5175.263184
	Iteration 37Q: 3 clusters Score -3889234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3889251.000000 Penalty: 5175.263184
	Iteration 38Q: 3 clusters Score -3889251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3889246.750000 Penalty: 5175.263184
	Iteration 39Q: 3 clusters Score -3889247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3889249.500000 Penalty: 5175.263184
	Iteration 40F: 3 clusters Score -3889250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3889245.500000 Penalty: 5175.263184
	Iteration 41Q: 3 clusters Score -3889246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3889254.250000 Penalty: 5175.263184
	Iteration 42Q: 3 clusters Score -3889254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3889258.000000 Penalty: 5175.263184
	Iteration 43Q: 3 clusters Score -3889258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3889260.500000 Penalty: 5175.263184
	Iteration 44Q: 3 clusters Score -3889260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3889260.250000 Penalty: 5175.263184
	Iteration 45Q: 3 clusters Score -3889260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3889265.000000 Penalty: 5175.263184
	Iteration 46Q: 3 clusters Score -3889265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3889272.250000 Penalty: 5175.263184
	Iteration 47Q: 3 clusters Score -3889272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3889276.000000 Penalty: 5175.263184
	Iteration 48Q: 3 clusters Score -3889276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3889283.250000 Penalty: 5175.263184
	Iteration 49Q: 3 clusters Score -3889283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3889281.000000 Penalty: 5175.263184
	Iteration 50Q: 3 clusters Score -3889281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3889281.000000 Penalty: 5175.263184
	Iteration 51Q: 3 clusters Score -3889281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3889279.500000 Penalty: 5175.263184
	Iteration 52Q: 3 clusters Score -3889280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3889277.250000 Penalty: 5175.263184
	Iteration 53Q: 3 clusters Score -3889277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3889275.750000 Penalty: 5175.263184
	Iteration 54Q: 3 clusters Score -3889276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3889279.250000 Penalty: 5175.263184
	Iteration 55Q: 3 clusters Score -3889279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3889279.250000 Penalty: 5175.263184
	Iteration 56F: 3 clusters Score -3889279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -100160.187500 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -100160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98280.992188 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -98280.99 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98619.937500 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -98619.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98737.132812 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -98737.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98786.421875 Penalty: 3398.187744
	Iteration 3Q: 3 clusters Score -98786.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98833.914062 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -98833.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98887.921875 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -98887.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99063.789062 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -99063.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99537.007812 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -99537.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99636.992188 Penalty: 3398.187744
	Iteration 8F: 3 clusters Score -99636.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99694.085938 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -99694.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99750.609375 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -99750.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99786.976562 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -99786.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99817.882812 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -99817.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99849.062500 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -99849.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99876.625000 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -99876.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99916.062500 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -99916.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99979.015625 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -99979.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -100044.546875 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -100044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100085.679688 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -100085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100115.437500 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -100115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100119.250000 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -100119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100120.898438 Penalty: 3398.187744
	Iteration 21Q: 3 clusters Score -100120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100123.328125 Penalty: 3398.187744
	Iteration 22Q: 3 clusters Score -100123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -100127.703125 Penalty: 3398.187744
	Iteration 23Q: 3 clusters Score -100127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100130.851562 Penalty: 3398.187744
	Iteration 24Q: 3 clusters Score -100130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -100141.484375 Penalty: 3398.187744
	Iteration 25Q: 3 clusters Score -100141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100152.992188 Penalty: 3398.187744
	Iteration 26Q: 3 clusters Score -100153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100167.859375 Penalty: 3398.187744
	Iteration 27Q: 3 clusters Score -100167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100171.734375 Penalty: 3398.187744
	Iteration 28Q: 3 clusters Score -100171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100173.328125 Penalty: 3398.187744
	Iteration 29Q: 3 clusters Score -100173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100175.132812 Penalty: 3398.187744
	Iteration 30Q: 3 clusters Score -100175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100178.859375 Penalty: 3398.187744
	Iteration 31Q: 3 clusters Score -100178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100186.750000 Penalty: 3398.187744
	Iteration 32Q: 3 clusters Score -100186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100198.937500 Penalty: 3398.187744
	Iteration 33Q: 3 clusters Score -100198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100202.007812 Penalty: 3398.187744
	Iteration 34Q: 3 clusters Score -100202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100206.945312 Penalty: 3398.187744
	Iteration 35Q: 3 clusters Score -100206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100213.828125 Penalty: 3398.187744
	Iteration 36Q: 3 clusters Score -100213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100221.585938 Penalty: 3398.187744
	Iteration 37Q: 3 clusters Score -100221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100230.531250 Penalty: 3398.187744
	Iteration 38Q: 3 clusters Score -100230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100231.750000 Penalty: 3398.187744
	Iteration 39Q: 3 clusters Score -100231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100232.359375 Penalty: 3398.187744
	Iteration 40F: 3 clusters Score -100232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100234.750000 Penalty: 3398.187744
	Iteration 41Q: 3 clusters Score -100234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100234.750000 Penalty: 3398.187744
	Iteration 42F: 3 clusters Score -100234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 9796 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7606 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6369 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Entering Unmasked Estep 
Score: -212266560.000000 Penalty: 341343.500000
Splitting cluster 56 changes total score from -212262480.000000 to -212266560.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 57 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -390216.281250 Penalty: 2046.800293
	Iteration 0F: 2 clusters Score -390216.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -386497.968750 Penalty: 4093.600586
	Iteration 0F: 3 clusters Score -386498 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -387531.531250 Penalty: 4093.600586
	Iteration 1F: 3 clusters Score -387531.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -387838.000000 Penalty: 4093.600586
	Iteration 2F: 3 clusters Score -387838 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -388092.593750 Penalty: 4093.600586
	Iteration 3F: 3 clusters Score -388092.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -388311.375000 Penalty: 4093.600586
	Iteration 4F: 3 clusters Score -388311.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -388479.781250 Penalty: 4093.600586
	Iteration 5Q: 3 clusters Score -388479.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388569.125000 Penalty: 4093.600586
	Iteration 6Q: 3 clusters Score -388569.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -388642.843750 Penalty: 4093.600586
	Iteration 7Q: 3 clusters Score -388642.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -388682.906250 Penalty: 4093.600586
	Iteration 8Q: 3 clusters Score -388682.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -388712.625000 Penalty: 4093.600586
	Iteration 9Q: 3 clusters Score -388712.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388738.062500 Penalty: 4093.600586
	Iteration 10Q: 3 clusters Score -388738.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -388761.906250 Penalty: 4093.600586
	Iteration 11Q: 3 clusters Score -388761.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -388787.656250 Penalty: 4093.600586
	Iteration 12Q: 3 clusters Score -388787.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -388812.468750 Penalty: 4093.600586
	Iteration 13Q: 3 clusters Score -388812.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388829.718750 Penalty: 4093.600586
	Iteration 14Q: 3 clusters Score -388829.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -388847.843750 Penalty: 4093.600586
	Iteration 15Q: 3 clusters Score -388847.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -388863.625000 Penalty: 4093.600586
	Iteration 16Q: 3 clusters Score -388863.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -388880.562500 Penalty: 4093.600586
	Iteration 17Q: 3 clusters Score -388880.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -388894.281250 Penalty: 4093.600586
	Iteration 18Q: 3 clusters Score -388894.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -388903.593750 Penalty: 4093.600586
	Iteration 19Q: 3 clusters Score -388903.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -388908.531250 Penalty: 4093.600586
	Iteration 20F: 3 clusters Score -388908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -388913.875000 Penalty: 4093.600586
	Iteration 21Q: 3 clusters Score -388913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -388918.843750 Penalty: 4093.600586
	Iteration 22Q: 3 clusters Score -388918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -388929.843750 Penalty: 4093.600586
	Iteration 23Q: 3 clusters Score -388929.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -388941.250000 Penalty: 4093.600586
	Iteration 24Q: 3 clusters Score -388941.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -388953.687500 Penalty: 4093.600586
	Iteration 25Q: 3 clusters Score -388953.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -388961.750000 Penalty: 4093.600586
	Iteration 26Q: 3 clusters Score -388961.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -388970.937500 Penalty: 4093.600586
	Iteration 27Q: 3 clusters Score -388970.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -388980.031250 Penalty: 4093.600586
	Iteration 28Q: 3 clusters Score -388980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -388984.968750 Penalty: 4093.600586
	Iteration 29Q: 3 clusters Score -388985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -388990.875000 Penalty: 4093.600586
	Iteration 30Q: 3 clusters Score -388990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -388998.875000 Penalty: 4093.600586
	Iteration 31Q: 3 clusters Score -388998.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -389014.125000 Penalty: 4093.600586
	Iteration 32Q: 3 clusters Score -389014.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -389025.250000 Penalty: 4093.600586
	Iteration 33Q: 3 clusters Score -389025.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -389039.968750 Penalty: 4093.600586
	Iteration 34Q: 3 clusters Score -389040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -389054.781250 Penalty: 4093.600586
	Iteration 35Q: 3 clusters Score -389054.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -389065.906250 Penalty: 4093.600586
	Iteration 36Q: 3 clusters Score -389065.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -389074.000000 Penalty: 4093.600586
	Iteration 37Q: 3 clusters Score -389074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -389080.968750 Penalty: 4093.600586
	Iteration 38Q: 3 clusters Score -389081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -389091.687500 Penalty: 4093.600586
	Iteration 39Q: 3 clusters Score -389091.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -389104.156250 Penalty: 4093.600586
	Iteration 40F: 3 clusters Score -389104.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -389121.531250 Penalty: 4093.600586
	Iteration 41Q: 3 clusters Score -389121.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -389136.625000 Penalty: 4093.600586
	Iteration 42Q: 3 clusters Score -389136.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -389150.843750 Penalty: 4093.600586
	Iteration 43Q: 3 clusters Score -389150.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -389166.812500 Penalty: 4093.600586
	Iteration 44Q: 3 clusters Score -389166.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -389182.312500 Penalty: 4093.600586
	Iteration 45Q: 3 clusters Score -389182.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -389194.812500 Penalty: 4093.600586
	Iteration 46Q: 3 clusters Score -389194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -389205.218750 Penalty: 4093.600586
	Iteration 47Q: 3 clusters Score -389205.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -389219.187500 Penalty: 4093.600586
	Iteration 48Q: 3 clusters Score -389219.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -389236.593750 Penalty: 4093.600586
	Iteration 49Q: 3 clusters Score -389236.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -389255.000000 Penalty: 4093.600586
	Iteration 50Q: 3 clusters Score -389255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -389271.562500 Penalty: 4093.600586
	Iteration 51Q: 3 clusters Score -389271.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -389287.781250 Penalty: 4093.600586
	Iteration 52Q: 3 clusters Score -389287.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -389302.687500 Penalty: 4093.600586
	Iteration 53Q: 3 clusters Score -389302.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -389313.218750 Penalty: 4093.600586
	Iteration 54Q: 3 clusters Score -389313.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -389324.218750 Penalty: 4093.600586
	Iteration 55Q: 3 clusters Score -389324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -389336.531250 Penalty: 4093.600586
	Iteration 56Q: 3 clusters Score -389336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -389345.875000 Penalty: 4093.600586
	Iteration 57Q: 3 clusters Score -389345.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -389350.406250 Penalty: 4093.600586
	Iteration 58Q: 3 clusters Score -389350.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -389358.187500 Penalty: 4093.600586
	Iteration 59Q: 3 clusters Score -389358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -389363.781250 Penalty: 4093.600586
	Iteration 60F: 3 clusters Score -389363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -389372.437500 Penalty: 4093.600586
	Iteration 61Q: 3 clusters Score -389372.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -389382.906250 Penalty: 4093.600586
	Iteration 62Q: 3 clusters Score -389382.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -389394.750000 Penalty: 4093.600586
	Iteration 63Q: 3 clusters Score -389394.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -389409.812500 Penalty: 4093.600586
	Iteration 64Q: 3 clusters Score -389409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -389421.625000 Penalty: 4093.600586
	Iteration 65Q: 3 clusters Score -389421.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -389432.062500 Penalty: 4093.600586
	Iteration 66Q: 3 clusters Score -389432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -389438.593750 Penalty: 4093.600586
	Iteration 67Q: 3 clusters Score -389438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -389444.281250 Penalty: 4093.600586
	Iteration 68Q: 3 clusters Score -389444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -389449.906250 Penalty: 4093.600586
	Iteration 69Q: 3 clusters Score -389449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -389454.968750 Penalty: 4093.600586
	Iteration 70Q: 3 clusters Score -389455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -389457.531250 Penalty: 4093.600586
	Iteration 71Q: 3 clusters Score -389457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -389459.687500 Penalty: 4093.600586
	Iteration 72Q: 3 clusters Score -389459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -389461.031250 Penalty: 4093.600586
	Iteration 73Q: 3 clusters Score -389461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -389462.437500 Penalty: 4093.600586
	Iteration 74Q: 3 clusters Score -389462.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -389464.906250 Penalty: 4093.600586
	Iteration 75Q: 3 clusters Score -389464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -389469.562500 Penalty: 4093.600586
	Iteration 76Q: 3 clusters Score -389469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -389473.562500 Penalty: 4093.600586
	Iteration 77Q: 3 clusters Score -389473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -389476.718750 Penalty: 4093.600586
	Iteration 78Q: 3 clusters Score -389476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -389480.812500 Penalty: 4093.600586
	Iteration 79Q: 3 clusters Score -389480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -389481.906250 Penalty: 4093.600586
	Iteration 80F: 3 clusters Score -389481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -389482.343750 Penalty: 4093.600586
	Iteration 81Q: 3 clusters Score -389482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -389482.343750 Penalty: 4093.600586
	Iteration 82F: 3 clusters Score -389482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (47486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Entering Unmasked Estep 
Score: -5467671.000000 Penalty: 2670.511230
	Iteration 0F: 2 clusters Score -5467671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5435616.500000 Penalty: 5341.022461
	Iteration 0F: 3 clusters Score -5435616 nChanged 21791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5447803.500000 Penalty: 5341.022461
	Iteration 1F: 3 clusters Score -5447804 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -5448565.000000 Penalty: 5341.022461
	Iteration 2Q: 3 clusters Score -5448565 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5449341.500000 Penalty: 5341.022461
	Iteration 3Q: 3 clusters Score -5449342 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5450462.500000 Penalty: 5341.022461
	Iteration 4Q: 3 clusters Score -5450462 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -5452044.000000 Penalty: 5341.022461
	Iteration 5F: 3 clusters Score -5452044 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5454117.000000 Penalty: 5341.022461
	Iteration 6F: 3 clusters Score -5454117 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -5456771.500000 Penalty: 5341.022461
	Iteration 7F: 3 clusters Score -5456772 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5459639.000000 Penalty: 5341.022461
	Iteration 8F: 3 clusters Score -5459639 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5462025.500000 Penalty: 5341.022461
	Iteration 9F: 3 clusters Score -5462026 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5463611.500000 Penalty: 5341.022461
	Iteration 10Q: 3 clusters Score -5463612 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5464463.000000 Penalty: 5341.022461
	Iteration 11Q: 3 clusters Score -5464463 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5464863.500000 Penalty: 5341.022461
	Iteration 12Q: 3 clusters Score -5464864 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5465033.500000 Penalty: 5341.022461
	Iteration 13Q: 3 clusters Score -5465034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5465131.000000 Penalty: 5341.022461
	Iteration 14Q: 3 clusters Score -5465131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5465197.500000 Penalty: 5341.022461
	Iteration 15Q: 3 clusters Score -5465198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5465256.500000 Penalty: 5341.022461
	Iteration 16Q: 3 clusters Score -5465256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5465278.000000 Penalty: 5341.022461
	Iteration 17Q: 3 clusters Score -5465278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5465312.500000 Penalty: 5341.022461
	Iteration 18Q: 3 clusters Score -5465312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5465334.500000 Penalty: 5341.022461
	Iteration 19Q: 3 clusters Score -5465334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5465351.500000 Penalty: 5341.022461
	Iteration 20F: 3 clusters Score -5465352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5465363.000000 Penalty: 5341.022461
	Iteration 21Q: 3 clusters Score -5465363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5465379.500000 Penalty: 5341.022461
	Iteration 22Q: 3 clusters Score -5465380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5465382.500000 Penalty: 5341.022461
	Iteration 23Q: 3 clusters Score -5465382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5465381.000000 Penalty: 5341.022461
	Iteration 24Q: 3 clusters Score -5465381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5465381.000000 Penalty: 5341.022461
	Iteration 25Q: 3 clusters Score -5465381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5465381.500000 Penalty: 5341.022461
	Iteration 26Q: 3 clusters Score -5465382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5465382.500000 Penalty: 5341.022461
	Iteration 27Q: 3 clusters Score -5465382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5465382.500000 Penalty: 5341.022461
	Iteration 28Q: 3 clusters Score -5465382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5465383.500000 Penalty: 5341.022461
	Iteration 29Q: 3 clusters Score -5465384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5465383.500000 Penalty: 5341.022461
	Iteration 30F: 3 clusters Score -5465384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -376035.187500 Penalty: 2062.442383
	Iteration 0F: 2 clusters Score -376035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -372195.781250 Penalty: 4124.884766
	Iteration 0F: 3 clusters Score -372195.8 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -373360.281250 Penalty: 4124.884766
	Iteration 1F: 3 clusters Score -373360.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -373727.125000 Penalty: 4124.884766
	Iteration 2F: 3 clusters Score -373727.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -374062.812500 Penalty: 4124.884766
	Iteration 3F: 3 clusters Score -374062.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -374393.468750 Penalty: 4124.884766
	Iteration 4F: 3 clusters Score -374393.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -374659.375000 Penalty: 4124.884766
	Iteration 5F: 3 clusters Score -374659.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -374875.437500 Penalty: 4124.884766
	Iteration 6Q: 3 clusters Score -374875.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -375074.718750 Penalty: 4124.884766
	Iteration 7Q: 3 clusters Score -375074.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -375193.156250 Penalty: 4124.884766
	Iteration 8Q: 3 clusters Score -375193.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -375275.406250 Penalty: 4124.884766
	Iteration 9Q: 3 clusters Score -375275.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -375320.125000 Penalty: 4124.884766
	Iteration 10Q: 3 clusters Score -375320.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -375352.750000 Penalty: 4124.884766
	Iteration 11Q: 3 clusters Score -375352.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -375380.500000 Penalty: 4124.884766
	Iteration 12Q: 3 clusters Score -375380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -375412.531250 Penalty: 4124.884766
	Iteration 13Q: 3 clusters Score -375412.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -375435.906250 Penalty: 4124.884766
	Iteration 14Q: 3 clusters Score -375435.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -375449.125000 Penalty: 4124.884766
	Iteration 15Q: 3 clusters Score -375449.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -375458.343750 Penalty: 4124.884766
	Iteration 16Q: 3 clusters Score -375458.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -375464.250000 Penalty: 4124.884766
	Iteration 17Q: 3 clusters Score -375464.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -375468.281250 Penalty: 4124.884766
	Iteration 18Q: 3 clusters Score -375468.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -375474.750000 Penalty: 4124.884766
	Iteration 19Q: 3 clusters Score -375474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -375481.562500 Penalty: 4124.884766
	Iteration 20F: 3 clusters Score -375481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -375488.218750 Penalty: 4124.884766
	Iteration 21Q: 3 clusters Score -375488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -375495.625000 Penalty: 4124.884766
	Iteration 22Q: 3 clusters Score -375495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -375505.062500 Penalty: 4124.884766
	Iteration 23Q: 3 clusters Score -375505.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -375509.718750 Penalty: 4124.884766
	Iteration 24Q: 3 clusters Score -375509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -375514.500000 Penalty: 4124.884766
	Iteration 25Q: 3 clusters Score -375514.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -375519.468750 Penalty: 4124.884766
	Iteration 26Q: 3 clusters Score -375519.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -375525.156250 Penalty: 4124.884766
	Iteration 27Q: 3 clusters Score -375525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -375528.156250 Penalty: 4124.884766
	Iteration 28Q: 3 clusters Score -375528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -375536.906250 Penalty: 4124.884766
	Iteration 29Q: 3 clusters Score -375536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -375545.000000 Penalty: 4124.884766
	Iteration 30Q: 3 clusters Score -375545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -375550.250000 Penalty: 4124.884766
	Iteration 31Q: 3 clusters Score -375550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -375553.093750 Penalty: 4124.884766
	Iteration 32Q: 3 clusters Score -375553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -375557.906250 Penalty: 4124.884766
	Iteration 33Q: 3 clusters Score -375557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -375560.406250 Penalty: 4124.884766
	Iteration 34Q: 3 clusters Score -375560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -375563.125000 Penalty: 4124.884766
	Iteration 35Q: 3 clusters Score -375563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -375564.937500 Penalty: 4124.884766
	Iteration 36Q: 3 clusters Score -375564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -375567.750000 Penalty: 4124.884766
	Iteration 37Q: 3 clusters Score -375567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -375571.062500 Penalty: 4124.884766
	Iteration 38Q: 3 clusters Score -375571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -375573.562500 Penalty: 4124.884766
	Iteration 39Q: 3 clusters Score -375573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -375575.250000 Penalty: 4124.884766
	Iteration 40F: 3 clusters Score -375575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -375576.781250 Penalty: 4124.884766
	Iteration 41Q: 3 clusters Score -375576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -375578.250000 Penalty: 4124.884766
	Iteration 42Q: 3 clusters Score -375578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -375579.781250 Penalty: 4124.884766
	Iteration 43Q: 3 clusters Score -375579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -375582.062500 Penalty: 4124.884766
	Iteration 44Q: 3 clusters Score -375582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -375585.000000 Penalty: 4124.884766
	Iteration 45Q: 3 clusters Score -375585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -375587.906250 Penalty: 4124.884766
	Iteration 46Q: 3 clusters Score -375587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -375589.468750 Penalty: 4124.884766
	Iteration 47Q: 3 clusters Score -375589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -375592.937500 Penalty: 4124.884766
	Iteration 48Q: 3 clusters Score -375592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -375597.437500 Penalty: 4124.884766
	Iteration 49Q: 3 clusters Score -375597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -375600.312500 Penalty: 4124.884766
	Iteration 50Q: 3 clusters Score -375600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -375604.093750 Penalty: 4124.884766
	Iteration 51Q: 3 clusters Score -375604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -375606.250000 Penalty: 4124.884766
	Iteration 52Q: 3 clusters Score -375606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -375607.062500 Penalty: 4124.884766
	Iteration 53Q: 3 clusters Score -375607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -375607.781250 Penalty: 4124.884766
	Iteration 54Q: 3 clusters Score -375607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -375607.781250 Penalty: 4124.884766
	Iteration 55F: 3 clusters Score -375607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1403918.750000 Penalty: 2340.948242
	Iteration 0F: 2 clusters Score -1403919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1394690.000000 Penalty: 4681.896484
	Iteration 0F: 3 clusters Score -1394690 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1397442.750000 Penalty: 4681.896484
	Iteration 1F: 3 clusters Score -1397443 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1397772.000000 Penalty: 4681.896484
	Iteration 2F: 3 clusters Score -1397772 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1398029.000000 Penalty: 4681.896484
	Iteration 3Q: 3 clusters Score -1398029 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1398261.875000 Penalty: 4681.896484
	Iteration 4Q: 3 clusters Score -1398262 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1398511.125000 Penalty: 4681.896484
	Iteration 5Q: 3 clusters Score -1398511 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1398785.750000 Penalty: 4681.896484
	Iteration 6Q: 3 clusters Score -1398786 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1399058.250000 Penalty: 4681.896484
	Iteration 7Q: 3 clusters Score -1399058 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1399357.500000 Penalty: 4681.896484
	Iteration 8Q: 3 clusters Score -1399358 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1399671.875000 Penalty: 4681.896484
	Iteration 9Q: 3 clusters Score -1399672 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1400020.875000 Penalty: 4681.896484
	Iteration 10Q: 3 clusters Score -1400021 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1400396.000000 Penalty: 4681.896484
	Iteration 11Q: 3 clusters Score -1400396 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1400723.000000 Penalty: 4681.896484
	Iteration 12Q: 3 clusters Score -1400723 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1400971.250000 Penalty: 4681.896484
	Iteration 13Q: 3 clusters Score -1400971 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1401172.125000 Penalty: 4681.896484
	Iteration 14Q: 3 clusters Score -1401172 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1401346.750000 Penalty: 4681.896484
	Iteration 15Q: 3 clusters Score -1401347 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1401481.375000 Penalty: 4681.896484
	Iteration 16Q: 3 clusters Score -1401481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1401591.000000 Penalty: 4681.896484
	Iteration 17Q: 3 clusters Score -1401591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1401666.500000 Penalty: 4681.896484
	Iteration 18Q: 3 clusters Score -1401666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1401730.875000 Penalty: 4681.896484
	Iteration 19Q: 3 clusters Score -1401731 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1401779.500000 Penalty: 4681.896484
	Iteration 20F: 3 clusters Score -1401780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1401811.375000 Penalty: 4681.896484
	Iteration 21Q: 3 clusters Score -1401811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1401835.625000 Penalty: 4681.896484
	Iteration 22Q: 3 clusters Score -1401836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1401864.000000 Penalty: 4681.896484
	Iteration 23Q: 3 clusters Score -1401864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1401880.625000 Penalty: 4681.896484
	Iteration 24Q: 3 clusters Score -1401881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1401889.750000 Penalty: 4681.896484
	Iteration 25Q: 3 clusters Score -1401890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1401895.375000 Penalty: 4681.896484
	Iteration 26Q: 3 clusters Score -1401895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1401903.875000 Penalty: 4681.896484
	Iteration 27Q: 3 clusters Score -1401904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1401909.375000 Penalty: 4681.896484
	Iteration 28Q: 3 clusters Score -1401909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1401908.000000 Penalty: 4681.896484
	Iteration 29Q: 3 clusters Score -1401908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1401908.500000 Penalty: 4681.896484
	Iteration 30Q: 3 clusters Score -1401908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1401911.250000 Penalty: 4681.896484
	Iteration 31Q: 3 clusters Score -1401911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1401911.500000 Penalty: 4681.896484
	Iteration 32Q: 3 clusters Score -1401912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1401917.625000 Penalty: 4681.896484
	Iteration 33Q: 3 clusters Score -1401918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1401919.250000 Penalty: 4681.896484
	Iteration 34Q: 3 clusters Score -1401919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1401919.000000 Penalty: 4681.896484
	Iteration 35Q: 3 clusters Score -1401919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1401918.875000 Penalty: 4681.896484
	Iteration 36Q: 3 clusters Score -1401919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1401919.750000 Penalty: 4681.896484
	Iteration 37Q: 3 clusters Score -1401920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1401919.750000 Penalty: 4681.896484
	Iteration 38F: 3 clusters Score -1401920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -1315959.250000 Penalty: 2344.200928
	Iteration 0F: 2 clusters Score -1315959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1306555.250000 Penalty: 4688.401855
	Iteration 0F: 3 clusters Score -1306555 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1309585.000000 Penalty: 4688.401855
	Iteration 1F: 3 clusters Score -1309585 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1310178.375000 Penalty: 4688.401855
	Iteration 2F: 3 clusters Score -1310178 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1310747.625000 Penalty: 4688.401855
	Iteration 3F: 3 clusters Score -1310748 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1311309.000000 Penalty: 4688.401855
	Iteration 4F: 3 clusters Score -1311309 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1311737.625000 Penalty: 4688.401855
	Iteration 5F: 3 clusters Score -1311738 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1312094.125000 Penalty: 4688.401855
	Iteration 6Q: 3 clusters Score -1312094 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1312404.375000 Penalty: 4688.401855
	Iteration 7Q: 3 clusters Score -1312404 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1312625.750000 Penalty: 4688.401855
	Iteration 8Q: 3 clusters Score -1312626 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1312803.250000 Penalty: 4688.401855
	Iteration 9Q: 3 clusters Score -1312803 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1312932.250000 Penalty: 4688.401855
	Iteration 10Q: 3 clusters Score -1312932 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1313051.250000 Penalty: 4688.401855
	Iteration 11Q: 3 clusters Score -1313051 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1313174.625000 Penalty: 4688.401855
	Iteration 12Q: 3 clusters Score -1313175 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1313279.125000 Penalty: 4688.401855
	Iteration 13Q: 3 clusters Score -1313279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1313366.750000 Penalty: 4688.401855
	Iteration 14Q: 3 clusters Score -1313367 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1313448.625000 Penalty: 4688.401855
	Iteration 15Q: 3 clusters Score -1313449 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1313520.875000 Penalty: 4688.401855
	Iteration 16Q: 3 clusters Score -1313521 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1313608.625000 Penalty: 4688.401855
	Iteration 17Q: 3 clusters Score -1313609 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1313696.125000 Penalty: 4688.401855
	Iteration 18Q: 3 clusters Score -1313696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1313777.625000 Penalty: 4688.401855
	Iteration 19Q: 3 clusters Score -1313778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1313868.375000 Penalty: 4688.401855
	Iteration 20F: 3 clusters Score -1313868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1313965.000000 Penalty: 4688.401855
	Iteration 21Q: 3 clusters Score -1313965 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1314049.125000 Penalty: 4688.401855
	Iteration 22Q: 3 clusters Score -1314049 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1314110.125000 Penalty: 4688.401855
	Iteration 23Q: 3 clusters Score -1314110 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1314161.375000 Penalty: 4688.401855
	Iteration 24Q: 3 clusters Score -1314161 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1314206.250000 Penalty: 4688.401855
	Iteration 25Q: 3 clusters Score -1314206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1314246.250000 Penalty: 4688.401855
	Iteration 26Q: 3 clusters Score -1314246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1314290.875000 Penalty: 4688.401855
	Iteration 27Q: 3 clusters Score -1314291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1314331.625000 Penalty: 4688.401855
	Iteration 28Q: 3 clusters Score -1314332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1314377.875000 Penalty: 4688.401855
	Iteration 29Q: 3 clusters Score -1314378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1314406.000000 Penalty: 4688.401855
	Iteration 30Q: 3 clusters Score -1314406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1314432.500000 Penalty: 4688.401855
	Iteration 31Q: 3 clusters Score -1314432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1314456.750000 Penalty: 4688.401855
	Iteration 32Q: 3 clusters Score -1314457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1314492.000000 Penalty: 4688.401855
	Iteration 33Q: 3 clusters Score -1314492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1314528.500000 Penalty: 4688.401855
	Iteration 34Q: 3 clusters Score -1314528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1314560.500000 Penalty: 4688.401855
	Iteration 35Q: 3 clusters Score -1314560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1314600.000000 Penalty: 4688.401855
	Iteration 36Q: 3 clusters Score -1314600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1314632.125000 Penalty: 4688.401855
	Iteration 37Q: 3 clusters Score -1314632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1314669.375000 Penalty: 4688.401855
	Iteration 38Q: 3 clusters Score -1314669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1314702.250000 Penalty: 4688.401855
	Iteration 39Q: 3 clusters Score -1314702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1314742.375000 Penalty: 4688.401855
	Iteration 40F: 3 clusters Score -1314742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1314789.125000 Penalty: 4688.401855
	Iteration 41Q: 3 clusters Score -1314789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1314833.125000 Penalty: 4688.401855
	Iteration 42Q: 3 clusters Score -1314833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1314890.000000 Penalty: 4688.401855
	Iteration 43Q: 3 clusters Score -1314890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1314958.625000 Penalty: 4688.401855
	Iteration 44Q: 3 clusters Score -1314959 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1315033.500000 Penalty: 4688.401855
	Iteration 45Q: 3 clusters Score -1315034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1315096.375000 Penalty: 4688.401855
	Iteration 46Q: 3 clusters Score -1315096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1315171.000000 Penalty: 4688.401855
	Iteration 47Q: 3 clusters Score -1315171 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1315251.000000 Penalty: 4688.401855
	Iteration 48Q: 3 clusters Score -1315251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1315301.625000 Penalty: 4688.401855
	Iteration 49Q: 3 clusters Score -1315302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1315348.625000 Penalty: 4688.401855
	Iteration 50Q: 3 clusters Score -1315349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1315371.625000 Penalty: 4688.401855
	Iteration 51Q: 3 clusters Score -1315372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1315397.625000 Penalty: 4688.401855
	Iteration 52Q: 3 clusters Score -1315398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1315415.875000 Penalty: 4688.401855
	Iteration 53Q: 3 clusters Score -1315416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1315429.875000 Penalty: 4688.401855
	Iteration 54Q: 3 clusters Score -1315430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1315441.000000 Penalty: 4688.401855
	Iteration 55Q: 3 clusters Score -1315441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1315447.375000 Penalty: 4688.401855
	Iteration 56Q: 3 clusters Score -1315447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1315451.500000 Penalty: 4688.401855
	Iteration 57Q: 3 clusters Score -1315452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1315452.000000 Penalty: 4688.401855
	Iteration 58Q: 3 clusters Score -1315452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1315454.250000 Penalty: 4688.401855
	Iteration 59Q: 3 clusters Score -1315454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1315460.000000 Penalty: 4688.401855
	Iteration 60F: 3 clusters Score -1315460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1315462.875000 Penalty: 4688.401855
	Iteration 61Q: 3 clusters Score -1315463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1315467.875000 Penalty: 4688.401855
	Iteration 62Q: 3 clusters Score -1315468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1315473.000000 Penalty: 4688.401855
	Iteration 63Q: 3 clusters Score -1315473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1315475.625000 Penalty: 4688.401855
	Iteration 64Q: 3 clusters Score -1315476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1315480.375000 Penalty: 4688.401855
	Iteration 65Q: 3 clusters Score -1315480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1315482.000000 Penalty: 4688.401855
	Iteration 66Q: 3 clusters Score -1315482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1315483.625000 Penalty: 4688.401855
	Iteration 67Q: 3 clusters Score -1315484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1315487.500000 Penalty: 4688.401855
	Iteration 68Q: 3 clusters Score -1315488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1315487.625000 Penalty: 4688.401855
	Iteration 69Q: 3 clusters Score -1315488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1315488.500000 Penalty: 4688.401855
	Iteration 70Q: 3 clusters Score -1315488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1315488.500000 Penalty: 4688.401855
	Iteration 71F: 3 clusters Score -1315488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -282502.562500 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -282502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -279261.906250 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -279261.9 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -280110.937500 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -280110.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -280438.812500 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -280438.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -280671.468750 Penalty: 3975.602539
	Iteration 3F: 3 clusters Score -280671.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -280851.375000 Penalty: 3975.602539
	Iteration 4F: 3 clusters Score -280851.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -280979.781250 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -280979.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -281087.687500 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -281087.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -281174.906250 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -281174.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -281229.218750 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -281229.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -281264.312500 Penalty: 3975.602539
	Iteration 9Q: 3 clusters Score -281264.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -281294.468750 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -281294.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -281316.281250 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -281316.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -281329.343750 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -281329.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -281342.468750 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -281342.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -281356.437500 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -281356.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -281367.250000 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -281367.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -281383.406250 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -281383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -281393.250000 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -281393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -281400.343750 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -281400.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -281403.375000 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -281403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281405.281250 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -281405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -281405.812500 Penalty: 3975.602539
	Iteration 21Q: 3 clusters Score -281405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281407.781250 Penalty: 3975.602539
	Iteration 22Q: 3 clusters Score -281407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -281409.656250 Penalty: 3975.602539
	Iteration 23Q: 3 clusters Score -281409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -281412.718750 Penalty: 3975.602539
	Iteration 24Q: 3 clusters Score -281412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281415.437500 Penalty: 3975.602539
	Iteration 25Q: 3 clusters Score -281415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281416.531250 Penalty: 3975.602539
	Iteration 26Q: 3 clusters Score -281416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -281416.750000 Penalty: 3975.602539
	Iteration 27Q: 3 clusters Score -281416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -281416.750000 Penalty: 3975.602539
	Iteration 28F: 3 clusters Score -281416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -908747.437500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -908747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -902117.312500 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -902117.3 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -904412.000000 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -904412 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -905130.000000 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -905130 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -905855.187500 Penalty: 4484.029785
	Iteration 3F: 3 clusters Score -905855.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -906529.500000 Penalty: 4484.029785
	Iteration 4F: 3 clusters Score -906529.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -906919.500000 Penalty: 4484.029785
	Iteration 5F: 3 clusters Score -906919.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -907149.000000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -907149 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -907270.812500 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -907270.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -907332.812500 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -907332.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -907374.062500 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -907374.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -907400.937500 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -907400.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -907426.250000 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -907426.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -907440.250000 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -907440.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -907452.500000 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -907452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -907459.000000 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -907459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -907463.437500 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -907463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -907467.187500 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -907467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -907470.437500 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -907470.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -907474.062500 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -907474.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -907477.312500 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -907477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -907478.875000 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -907478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -907478.500000 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -907478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -907482.500000 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -907482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -907479.937500 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -907479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -907483.312500 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -907483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -907482.375000 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -907482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -907482.375000 Penalty: 4484.029785
	Iteration 26F: 3 clusters Score -907482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (9796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Entering Unmasked Estep 
Score: -1030305.812500 Penalty: 2279.052979
	Iteration 0F: 2 clusters Score -1030306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1022826.875000 Penalty: 4558.105957
	Iteration 0F: 3 clusters Score -1022827 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1025416.562500 Penalty: 4558.105957
	Iteration 1F: 3 clusters Score -1025417 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1026094.875000 Penalty: 4558.105957
	Iteration 2F: 3 clusters Score -1026095 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1026771.062500 Penalty: 4558.105957
	Iteration 3F: 3 clusters Score -1026771 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1027492.625000 Penalty: 4558.105957
	Iteration 4F: 3 clusters Score -1027493 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1028345.062500 Penalty: 4558.105957
	Iteration 5F: 3 clusters Score -1028345 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1029148.062500 Penalty: 4558.105957
	Iteration 6F: 3 clusters Score -1029148 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1029956.312500 Penalty: 4558.105957
	Iteration 7F: 3 clusters Score -1029956 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1030620.875000 Penalty: 4558.105957
	Iteration 8F: 3 clusters Score -1030621 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1030993.500000 Penalty: 4558.105957
	Iteration 9Q: 3 clusters Score -1030994 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1031147.687500 Penalty: 4558.105957
	Iteration 10Q: 3 clusters Score -1031148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1031221.000000 Penalty: 4558.105957
	Iteration 11Q: 3 clusters Score -1031221 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1031264.437500 Penalty: 4558.105957
	Iteration 12Q: 3 clusters Score -1031264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1031289.562500 Penalty: 4558.105957
	Iteration 13Q: 3 clusters Score -1031290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1031312.125000 Penalty: 4558.105957
	Iteration 14Q: 3 clusters Score -1031312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1031334.000000 Penalty: 4558.105957
	Iteration 15Q: 3 clusters Score -1031334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1031349.187500 Penalty: 4558.105957
	Iteration 16Q: 3 clusters Score -1031349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1031368.250000 Penalty: 4558.105957
	Iteration 17Q: 3 clusters Score -1031368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1031382.500000 Penalty: 4558.105957
	Iteration 18Q: 3 clusters Score -1031382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1031396.812500 Penalty: 4558.105957
	Iteration 19Q: 3 clusters Score -1031397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1031407.000000 Penalty: 4558.105957
	Iteration 20F: 3 clusters Score -1031407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1031415.000000 Penalty: 4558.105957
	Iteration 21Q: 3 clusters Score -1031415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1031421.000000 Penalty: 4558.105957
	Iteration 22Q: 3 clusters Score -1031421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1031426.750000 Penalty: 4558.105957
	Iteration 23Q: 3 clusters Score -1031427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1031431.437500 Penalty: 4558.105957
	Iteration 24Q: 3 clusters Score -1031431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1031433.937500 Penalty: 4558.105957
	Iteration 25Q: 3 clusters Score -1031434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1031438.312500 Penalty: 4558.105957
	Iteration 26Q: 3 clusters Score -1031438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1031441.000000 Penalty: 4558.105957
	Iteration 27Q: 3 clusters Score -1031441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1031443.875000 Penalty: 4558.105957
	Iteration 28Q: 3 clusters Score -1031444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1031445.875000 Penalty: 4558.105957
	Iteration 29Q: 3 clusters Score -1031446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1031448.187500 Penalty: 4558.105957
	Iteration 30Q: 3 clusters Score -1031448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1031448.500000 Penalty: 4558.105957
	Iteration 31Q: 3 clusters Score -1031448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1031450.937500 Penalty: 4558.105957
	Iteration 32Q: 3 clusters Score -1031451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1031450.937500 Penalty: 4558.105957
	Iteration 33F: 3 clusters Score -1031451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7606 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6369 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 3809 members 
Entering Unmasked Estep 
Score: -212266608.000000 Penalty: 344936.593750
Splitting cluster 64 changes total score from -212262480.000000 to -212266608.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 65 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -279151.968750 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -279152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276224.906250 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -276224.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276770.156250 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -276770.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -276922.781250 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -276922.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -277016.281250 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -277016.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -277107.250000 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -277107.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -277157.593750 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -277157.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -277193.250000 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -277193.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -277215.437500 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -277215.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -277236.437500 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -277236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -277263.625000 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -277263.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -277289.437500 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -277289.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -277308.812500 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -277308.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -277335.312500 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -277335.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -277361.468750 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -277361.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277380.875000 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -277380.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -277398.625000 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -277398.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -277413.343750 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -277413.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -277421.343750 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -277421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -277427.875000 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -277427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -277437.000000 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -277437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -277448.906250 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -277448.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -277458.593750 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -277458.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -277465.562500 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -277465.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -277474.250000 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -277474.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -277483.156250 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -277483.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -277494.062500 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -277494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -277504.281250 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -277504.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -277513.343750 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -277513.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -277522.031250 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -277522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -277529.968750 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -277530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -277536.718750 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -277536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -277538.843750 Penalty: 3882.707031
	Iteration 31Q: 3 clusters Score -277538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -277542.843750 Penalty: 3882.707031
	Iteration 32Q: 3 clusters Score -277542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -277545.750000 Penalty: 3882.707031
	Iteration 33Q: 3 clusters Score -277545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -277546.656250 Penalty: 3882.707031
	Iteration 34Q: 3 clusters Score -277546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -277548.156250 Penalty: 3882.707031
	Iteration 35Q: 3 clusters Score -277548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -277549.156250 Penalty: 3882.707031
	Iteration 36Q: 3 clusters Score -277549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -277550.656250 Penalty: 3882.707031
	Iteration 37Q: 3 clusters Score -277550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -277552.093750 Penalty: 3882.707031
	Iteration 38Q: 3 clusters Score -277552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -277556.687500 Penalty: 3882.707031
	Iteration 39Q: 3 clusters Score -277556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -277558.750000 Penalty: 3882.707031
	Iteration 40F: 3 clusters Score -277558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -277562.968750 Penalty: 3882.707031
	Iteration 41Q: 3 clusters Score -277563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -277565.562500 Penalty: 3882.707031
	Iteration 42Q: 3 clusters Score -277565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -277566.218750 Penalty: 3882.707031
	Iteration 43Q: 3 clusters Score -277566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -277567.593750 Penalty: 3882.707031
	Iteration 44Q: 3 clusters Score -277567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -277569.437500 Penalty: 3882.707031
	Iteration 45Q: 3 clusters Score -277569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -277572.156250 Penalty: 3882.707031
	Iteration 46Q: 3 clusters Score -277572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -277573.937500 Penalty: 3882.707031
	Iteration 47Q: 3 clusters Score -277573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -277575.031250 Penalty: 3882.707031
	Iteration 48Q: 3 clusters Score -277575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -277575.375000 Penalty: 3882.707031
	Iteration 49Q: 3 clusters Score -277575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -277575.937500 Penalty: 3882.707031
	Iteration 50Q: 3 clusters Score -277575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -277576.406250 Penalty: 3882.707031
	Iteration 51Q: 3 clusters Score -277576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -277577.343750 Penalty: 3882.707031
	Iteration 52Q: 3 clusters Score -277577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -277577.343750 Penalty: 3882.707031
	Iteration 53F: 3 clusters Score -277577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -800441.187500 Penalty: 2216.299561
	Iteration 0F: 2 clusters Score -800441.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -794357.812500 Penalty: 4432.599121
	Iteration 0F: 3 clusters Score -794357.8 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -796195.937500 Penalty: 4432.599121
	Iteration 1F: 3 clusters Score -796195.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -796673.750000 Penalty: 4432.599121
	Iteration 2F: 3 clusters Score -796673.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -797188.875000 Penalty: 4432.599121
	Iteration 3F: 3 clusters Score -797188.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -797626.312500 Penalty: 4432.599121
	Iteration 4F: 3 clusters Score -797626.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -797966.437500 Penalty: 4432.599121
	Iteration 5F: 3 clusters Score -797966.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -798193.437500 Penalty: 4432.599121
	Iteration 6Q: 3 clusters Score -798193.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -798362.000000 Penalty: 4432.599121
	Iteration 7Q: 3 clusters Score -798362 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -798479.937500 Penalty: 4432.599121
	Iteration 8Q: 3 clusters Score -798479.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -798574.562500 Penalty: 4432.599121
	Iteration 9Q: 3 clusters Score -798574.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -798659.437500 Penalty: 4432.599121
	Iteration 10Q: 3 clusters Score -798659.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -798735.250000 Penalty: 4432.599121
	Iteration 11Q: 3 clusters Score -798735.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -798817.125000 Penalty: 4432.599121
	Iteration 12Q: 3 clusters Score -798817.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -798913.125000 Penalty: 4432.599121
	Iteration 13Q: 3 clusters Score -798913.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -799016.812500 Penalty: 4432.599121
	Iteration 14Q: 3 clusters Score -799016.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -799141.187500 Penalty: 4432.599121
	Iteration 15Q: 3 clusters Score -799141.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -799263.187500 Penalty: 4432.599121
	Iteration 16Q: 3 clusters Score -799263.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -799376.250000 Penalty: 4432.599121
	Iteration 17Q: 3 clusters Score -799376.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -799489.875000 Penalty: 4432.599121
	Iteration 18Q: 3 clusters Score -799489.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -799597.375000 Penalty: 4432.599121
	Iteration 19Q: 3 clusters Score -799597.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -799693.125000 Penalty: 4432.599121
	Iteration 20F: 3 clusters Score -799693.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -799790.062500 Penalty: 4432.599121
	Iteration 21Q: 3 clusters Score -799790.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -799862.000000 Penalty: 4432.599121
	Iteration 22Q: 3 clusters Score -799862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -799917.562500 Penalty: 4432.599121
	Iteration 23Q: 3 clusters Score -799917.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -799958.000000 Penalty: 4432.599121
	Iteration 24Q: 3 clusters Score -799958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -799993.937500 Penalty: 4432.599121
	Iteration 25Q: 3 clusters Score -799993.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -800029.562500 Penalty: 4432.599121
	Iteration 26Q: 3 clusters Score -800029.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -800061.062500 Penalty: 4432.599121
	Iteration 27Q: 3 clusters Score -800061.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -800098.750000 Penalty: 4432.599121
	Iteration 28Q: 3 clusters Score -800098.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -800116.875000 Penalty: 4432.599121
	Iteration 29Q: 3 clusters Score -800116.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -800143.187500 Penalty: 4432.599121
	Iteration 30Q: 3 clusters Score -800143.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -800169.562500 Penalty: 4432.599121
	Iteration 31Q: 3 clusters Score -800169.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -800188.437500 Penalty: 4432.599121
	Iteration 32Q: 3 clusters Score -800188.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -800205.312500 Penalty: 4432.599121
	Iteration 33Q: 3 clusters Score -800205.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -800221.937500 Penalty: 4432.599121
	Iteration 34Q: 3 clusters Score -800221.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -800242.875000 Penalty: 4432.599121
	Iteration 35Q: 3 clusters Score -800242.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -800278.812500 Penalty: 4432.599121
	Iteration 36Q: 3 clusters Score -800278.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -800297.187500 Penalty: 4432.599121
	Iteration 37Q: 3 clusters Score -800297.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -800314.312500 Penalty: 4432.599121
	Iteration 38Q: 3 clusters Score -800314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -800330.250000 Penalty: 4432.599121
	Iteration 39Q: 3 clusters Score -800330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -800353.625000 Penalty: 4432.599121
	Iteration 40F: 3 clusters Score -800353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -800378.750000 Penalty: 4432.599121
	Iteration 41Q: 3 clusters Score -800378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -800399.000000 Penalty: 4432.599121
	Iteration 42Q: 3 clusters Score -800399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -800418.312500 Penalty: 4432.599121
	Iteration 43Q: 3 clusters Score -800418.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -800431.750000 Penalty: 4432.599121
	Iteration 44Q: 3 clusters Score -800431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -800444.125000 Penalty: 4432.599121
	Iteration 45Q: 3 clusters Score -800444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -800453.625000 Penalty: 4432.599121
	Iteration 46Q: 3 clusters Score -800453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -800459.437500 Penalty: 4432.599121
	Iteration 47Q: 3 clusters Score -800459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -800465.437500 Penalty: 4432.599121
	Iteration 48Q: 3 clusters Score -800465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -800468.937500 Penalty: 4432.599121
	Iteration 49Q: 3 clusters Score -800468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -800471.062500 Penalty: 4432.599121
	Iteration 50Q: 3 clusters Score -800471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -800471.812500 Penalty: 4432.599121
	Iteration 51Q: 3 clusters Score -800471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -800472.375000 Penalty: 4432.599121
	Iteration 52Q: 3 clusters Score -800472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -800472.375000 Penalty: 4432.599121
	Iteration 53F: 3 clusters Score -800472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6505 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 6369 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 3809 members 
Mstep: Class 97 contains 1101 members 
Entering Unmasked Estep 
Score: -212265712.000000 Penalty: 348529.687500
Splitting cluster 66 changes total score from -212262480.000000 to -212265712.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 67 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -529406.625000 Penalty: 2104.863281
	Iteration 0F: 2 clusters Score -529406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -525005.500000 Penalty: 4209.726562
	Iteration 0F: 3 clusters Score -525005.5 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -526172.437500 Penalty: 4209.726562
	Iteration 1F: 3 clusters Score -526172.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -526490.562500 Penalty: 4209.726562
	Iteration 2F: 3 clusters Score -526490.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -526719.312500 Penalty: 4209.726562
	Iteration 3F: 3 clusters Score -526719.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -526935.812500 Penalty: 4209.726562
	Iteration 4F: 3 clusters Score -526935.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -527167.562500 Penalty: 4209.726562
	Iteration 5F: 3 clusters Score -527167.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -527377.437500 Penalty: 4209.726562
	Iteration 6F: 3 clusters Score -527377.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -527566.312500 Penalty: 4209.726562
	Iteration 7Q: 3 clusters Score -527566.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -527713.750000 Penalty: 4209.726562
	Iteration 8Q: 3 clusters Score -527713.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -527835.062500 Penalty: 4209.726562
	Iteration 9Q: 3 clusters Score -527835.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -527926.937500 Penalty: 4209.726562
	Iteration 10Q: 3 clusters Score -527926.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -527985.500000 Penalty: 4209.726562
	Iteration 11Q: 3 clusters Score -527985.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -528020.000000 Penalty: 4209.726562
	Iteration 12Q: 3 clusters Score -528020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -528046.312500 Penalty: 4209.726562
	Iteration 13Q: 3 clusters Score -528046.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -528073.625000 Penalty: 4209.726562
	Iteration 14Q: 3 clusters Score -528073.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -528094.812500 Penalty: 4209.726562
	Iteration 15Q: 3 clusters Score -528094.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -528109.875000 Penalty: 4209.726562
	Iteration 16Q: 3 clusters Score -528109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -528119.000000 Penalty: 4209.726562
	Iteration 17Q: 3 clusters Score -528119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -528128.625000 Penalty: 4209.726562
	Iteration 18Q: 3 clusters Score -528128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -528136.125000 Penalty: 4209.726562
	Iteration 19Q: 3 clusters Score -528136.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -528147.875000 Penalty: 4209.726562
	Iteration 20F: 3 clusters Score -528147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -528159.375000 Penalty: 4209.726562
	Iteration 21Q: 3 clusters Score -528159.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -528173.562500 Penalty: 4209.726562
	Iteration 22Q: 3 clusters Score -528173.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -528192.187500 Penalty: 4209.726562
	Iteration 23Q: 3 clusters Score -528192.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -528209.437500 Penalty: 4209.726562
	Iteration 24Q: 3 clusters Score -528209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -528227.500000 Penalty: 4209.726562
	Iteration 25Q: 3 clusters Score -528227.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -528243.750000 Penalty: 4209.726562
	Iteration 26Q: 3 clusters Score -528243.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -528264.562500 Penalty: 4209.726562
	Iteration 27Q: 3 clusters Score -528264.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -528278.875000 Penalty: 4209.726562
	Iteration 28Q: 3 clusters Score -528278.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -528290.812500 Penalty: 4209.726562
	Iteration 29Q: 3 clusters Score -528290.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -528309.250000 Penalty: 4209.726562
	Iteration 30Q: 3 clusters Score -528309.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -528327.562500 Penalty: 4209.726562
	Iteration 31Q: 3 clusters Score -528327.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -528346.687500 Penalty: 4209.726562
	Iteration 32Q: 3 clusters Score -528346.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -528358.875000 Penalty: 4209.726562
	Iteration 33Q: 3 clusters Score -528358.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -528373.437500 Penalty: 4209.726562
	Iteration 34Q: 3 clusters Score -528373.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -528393.625000 Penalty: 4209.726562
	Iteration 35Q: 3 clusters Score -528393.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -528425.687500 Penalty: 4209.726562
	Iteration 36Q: 3 clusters Score -528425.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -528468.812500 Penalty: 4209.726562
	Iteration 37Q: 3 clusters Score -528468.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -528520.500000 Penalty: 4209.726562
	Iteration 38Q: 3 clusters Score -528520.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -528598.250000 Penalty: 4209.726562
	Iteration 39Q: 3 clusters Score -528598.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -528740.187500 Penalty: 4209.726562
	Iteration 40F: 3 clusters Score -528740.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -528888.437500 Penalty: 4209.726562
	Iteration 41Q: 3 clusters Score -528888.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -528979.187500 Penalty: 4209.726562
	Iteration 42Q: 3 clusters Score -528979.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -529039.125000 Penalty: 4209.726562
	Iteration 43Q: 3 clusters Score -529039.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -529073.437500 Penalty: 4209.726562
	Iteration 44Q: 3 clusters Score -529073.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -529091.500000 Penalty: 4209.726562
	Iteration 45Q: 3 clusters Score -529091.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -529099.375000 Penalty: 4209.726562
	Iteration 46Q: 3 clusters Score -529099.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -529103.875000 Penalty: 4209.726562
	Iteration 47Q: 3 clusters Score -529103.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -529109.687500 Penalty: 4209.726562
	Iteration 48Q: 3 clusters Score -529109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -529111.750000 Penalty: 4209.726562
	Iteration 49Q: 3 clusters Score -529111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -529115.062500 Penalty: 4209.726562
	Iteration 50Q: 3 clusters Score -529115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -529117.937500 Penalty: 4209.726562
	Iteration 51Q: 3 clusters Score -529117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -529120.375000 Penalty: 4209.726562
	Iteration 52Q: 3 clusters Score -529120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -529121.375000 Penalty: 4209.726562
	Iteration 53Q: 3 clusters Score -529121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -529124.000000 Penalty: 4209.726562
	Iteration 54Q: 3 clusters Score -529124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -529123.937500 Penalty: 4209.726562
	Iteration 55Q: 3 clusters Score -529123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -529126.312500 Penalty: 4209.726562
	Iteration 56Q: 3 clusters Score -529126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -529128.625000 Penalty: 4209.726562
	Iteration 57Q: 3 clusters Score -529128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -529132.062500 Penalty: 4209.726562
	Iteration 58Q: 3 clusters Score -529132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -529132.375000 Penalty: 4209.726562
	Iteration 59Q: 3 clusters Score -529132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -529133.937500 Penalty: 4209.726562
	Iteration 60F: 3 clusters Score -529133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -529136.750000 Penalty: 4209.726562
	Iteration 61Q: 3 clusters Score -529136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -529135.875000 Penalty: 4209.726562
	Iteration 62Q: 3 clusters Score -529135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -529137.875000 Penalty: 4209.726562
	Iteration 63Q: 3 clusters Score -529137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -529137.500000 Penalty: 4209.726562
	Iteration 64Q: 3 clusters Score -529137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -529137.937500 Penalty: 4209.726562
	Iteration 65Q: 3 clusters Score -529137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -529138.250000 Penalty: 4209.726562
	Iteration 66Q: 3 clusters Score -529138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -529139.812500 Penalty: 4209.726562
	Iteration 67Q: 3 clusters Score -529139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -529140.687500 Penalty: 4209.726562
	Iteration 68Q: 3 clusters Score -529140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -529140.687500 Penalty: 4209.726562
	Iteration 69F: 3 clusters Score -529140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -596205.687500 Penalty: 2172.281250
	Iteration 0F: 2 clusters Score -596205.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -590827.187500 Penalty: 4344.562500
	Iteration 0F: 3 clusters Score -590827.2 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -592677.312500 Penalty: 4344.562500
	Iteration 1F: 3 clusters Score -592677.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -593361.187500 Penalty: 4344.562500
	Iteration 2F: 3 clusters Score -593361.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -593895.875000 Penalty: 4344.562500
	Iteration 3F: 3 clusters Score -593895.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -594341.375000 Penalty: 4344.562500
	Iteration 4F: 3 clusters Score -594341.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -594770.812500 Penalty: 4344.562500
	Iteration 5F: 3 clusters Score -594770.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -595151.875000 Penalty: 4344.562500
	Iteration 6F: 3 clusters Score -595151.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -595455.500000 Penalty: 4344.562500
	Iteration 7Q: 3 clusters Score -595455.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -595656.187500 Penalty: 4344.562500
	Iteration 8Q: 3 clusters Score -595656.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -595778.937500 Penalty: 4344.562500
	Iteration 9Q: 3 clusters Score -595778.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -595884.125000 Penalty: 4344.562500
	Iteration 10Q: 3 clusters Score -595884.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -595954.625000 Penalty: 4344.562500
	Iteration 11Q: 3 clusters Score -595954.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -596019.875000 Penalty: 4344.562500
	Iteration 12Q: 3 clusters Score -596019.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -596075.562500 Penalty: 4344.562500
	Iteration 13Q: 3 clusters Score -596075.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -596107.125000 Penalty: 4344.562500
	Iteration 14Q: 3 clusters Score -596107.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -596129.750000 Penalty: 4344.562500
	Iteration 15Q: 3 clusters Score -596129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -596149.812500 Penalty: 4344.562500
	Iteration 16Q: 3 clusters Score -596149.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -596162.687500 Penalty: 4344.562500
	Iteration 17Q: 3 clusters Score -596162.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -596171.312500 Penalty: 4344.562500
	Iteration 18Q: 3 clusters Score -596171.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -596181.312500 Penalty: 4344.562500
	Iteration 19Q: 3 clusters Score -596181.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -596189.625000 Penalty: 4344.562500
	Iteration 20F: 3 clusters Score -596189.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -596197.062500 Penalty: 4344.562500
	Iteration 21Q: 3 clusters Score -596197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -596200.500000 Penalty: 4344.562500
	Iteration 22Q: 3 clusters Score -596200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -596202.375000 Penalty: 4344.562500
	Iteration 23Q: 3 clusters Score -596202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -596203.000000 Penalty: 4344.562500
	Iteration 24Q: 3 clusters Score -596203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -596205.125000 Penalty: 4344.562500
	Iteration 25Q: 3 clusters Score -596205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -596207.875000 Penalty: 4344.562500
	Iteration 26Q: 3 clusters Score -596207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -596210.687500 Penalty: 4344.562500
	Iteration 27Q: 3 clusters Score -596210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -596213.812500 Penalty: 4344.562500
	Iteration 28Q: 3 clusters Score -596213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -596216.062500 Penalty: 4344.562500
	Iteration 29Q: 3 clusters Score -596216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -596218.062500 Penalty: 4344.562500
	Iteration 30Q: 3 clusters Score -596218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -596218.500000 Penalty: 4344.562500
	Iteration 31Q: 3 clusters Score -596218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -596219.812500 Penalty: 4344.562500
	Iteration 32Q: 3 clusters Score -596219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -596219.687500 Penalty: 4344.562500
	Iteration 33Q: 3 clusters Score -596219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -596219.687500 Penalty: 4344.562500
	Iteration 34F: 3 clusters Score -596219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6505 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 3418 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 946 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 3809 members 
Mstep: Class 97 contains 1101 members 
Mstep: Class 98 contains 2951 members 
Entering Unmasked Estep 
Score: -212264336.000000 Penalty: 352122.781250
Splitting cluster 68 changes total score from -212262480.000000 to -212264336.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 69 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -802287.875000 Penalty: 2219.345947
	Iteration 0F: 2 clusters Score -802287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -796083.625000 Penalty: 4438.691895
	Iteration 0F: 3 clusters Score -796083.6 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -797801.750000 Penalty: 4438.691895
	Iteration 1F: 3 clusters Score -797801.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -798105.500000 Penalty: 4438.691895
	Iteration 2F: 3 clusters Score -798105.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -798298.000000 Penalty: 4438.691895
	Iteration 3F: 3 clusters Score -798298 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -798469.125000 Penalty: 4438.691895
	Iteration 4Q: 3 clusters Score -798469.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -798645.187500 Penalty: 4438.691895
	Iteration 5Q: 3 clusters Score -798645.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -798824.562500 Penalty: 4438.691895
	Iteration 6Q: 3 clusters Score -798824.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -799002.500000 Penalty: 4438.691895
	Iteration 7Q: 3 clusters Score -799002.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -799216.312500 Penalty: 4438.691895
	Iteration 8Q: 3 clusters Score -799216.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -799480.375000 Penalty: 4438.691895
	Iteration 9Q: 3 clusters Score -799480.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -799867.750000 Penalty: 4438.691895
	Iteration 10Q: 3 clusters Score -799867.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -800326.000000 Penalty: 4438.691895
	Iteration 11F: 3 clusters Score -800326 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -800711.437500 Penalty: 4438.691895
	Iteration 12F: 3 clusters Score -800711.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -800988.000000 Penalty: 4438.691895
	Iteration 13Q: 3 clusters Score -800988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -801156.812500 Penalty: 4438.691895
	Iteration 14Q: 3 clusters Score -801156.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -801263.750000 Penalty: 4438.691895
	Iteration 15Q: 3 clusters Score -801263.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -801319.750000 Penalty: 4438.691895
	Iteration 16Q: 3 clusters Score -801319.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -801365.312500 Penalty: 4438.691895
	Iteration 17Q: 3 clusters Score -801365.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -801394.375000 Penalty: 4438.691895
	Iteration 18Q: 3 clusters Score -801394.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -801421.875000 Penalty: 4438.691895
	Iteration 19Q: 3 clusters Score -801421.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -801446.937500 Penalty: 4438.691895
	Iteration 20F: 3 clusters Score -801446.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -801474.562500 Penalty: 4438.691895
	Iteration 21Q: 3 clusters Score -801474.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -801519.000000 Penalty: 4438.691895
	Iteration 22Q: 3 clusters Score -801519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -801548.562500 Penalty: 4438.691895
	Iteration 23Q: 3 clusters Score -801548.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -801572.687500 Penalty: 4438.691895
	Iteration 24Q: 3 clusters Score -801572.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -801597.875000 Penalty: 4438.691895
	Iteration 25Q: 3 clusters Score -801597.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -801624.812500 Penalty: 4438.691895
	Iteration 26Q: 3 clusters Score -801624.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -801651.875000 Penalty: 4438.691895
	Iteration 27Q: 3 clusters Score -801651.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -801672.562500 Penalty: 4438.691895
	Iteration 28Q: 3 clusters Score -801672.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -801698.875000 Penalty: 4438.691895
	Iteration 29Q: 3 clusters Score -801698.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -801727.875000 Penalty: 4438.691895
	Iteration 30Q: 3 clusters Score -801727.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -801759.187500 Penalty: 4438.691895
	Iteration 31Q: 3 clusters Score -801759.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -801788.875000 Penalty: 4438.691895
	Iteration 32Q: 3 clusters Score -801788.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -801836.250000 Penalty: 4438.691895
	Iteration 33Q: 3 clusters Score -801836.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -801868.687500 Penalty: 4438.691895
	Iteration 34Q: 3 clusters Score -801868.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -801902.500000 Penalty: 4438.691895
	Iteration 35Q: 3 clusters Score -801902.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -801929.375000 Penalty: 4438.691895
	Iteration 36Q: 3 clusters Score -801929.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -801953.125000 Penalty: 4438.691895
	Iteration 37Q: 3 clusters Score -801953.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -801976.375000 Penalty: 4438.691895
	Iteration 38Q: 3 clusters Score -801976.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -801994.312500 Penalty: 4438.691895
	Iteration 39Q: 3 clusters Score -801994.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -802006.062500 Penalty: 4438.691895
	Iteration 40F: 3 clusters Score -802006.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -802012.625000 Penalty: 4438.691895
	Iteration 41Q: 3 clusters Score -802012.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -802016.187500 Penalty: 4438.691895
	Iteration 42Q: 3 clusters Score -802016.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -802018.187500 Penalty: 4438.691895
	Iteration 43Q: 3 clusters Score -802018.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -802022.562500 Penalty: 4438.691895
	Iteration 44Q: 3 clusters Score -802022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -802024.687500 Penalty: 4438.691895
	Iteration 45Q: 3 clusters Score -802024.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -802028.687500 Penalty: 4438.691895
	Iteration 46Q: 3 clusters Score -802028.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -802031.812500 Penalty: 4438.691895
	Iteration 47Q: 3 clusters Score -802031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -802031.750000 Penalty: 4438.691895
	Iteration 48Q: 3 clusters Score -802031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -802034.312500 Penalty: 4438.691895
	Iteration 49Q: 3 clusters Score -802034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -802033.687500 Penalty: 4438.691895
	Iteration 50Q: 3 clusters Score -802033.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -802036.625000 Penalty: 4438.691895
	Iteration 51Q: 3 clusters Score -802036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -802039.375000 Penalty: 4438.691895
	Iteration 52Q: 3 clusters Score -802039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -802040.125000 Penalty: 4438.691895
	Iteration 53Q: 3 clusters Score -802040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -802040.562500 Penalty: 4438.691895
	Iteration 54Q: 3 clusters Score -802040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -802042.187500 Penalty: 4438.691895
	Iteration 55Q: 3 clusters Score -802042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -802042.187500 Penalty: 4438.691895
	Iteration 56Q: 3 clusters Score -802042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -802042.687500 Penalty: 4438.691895
	Iteration 57Q: 3 clusters Score -802042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -802042.937500 Penalty: 4438.691895
	Iteration 58Q: 3 clusters Score -802042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -802042.937500 Penalty: 4438.691895
	Iteration 59F: 3 clusters Score -802042.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -484298.406250 Penalty: 2091.747070
	Iteration 0F: 2 clusters Score -484298.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -480044.968750 Penalty: 4183.494141
	Iteration 0F: 3 clusters Score -480045 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -481049.406250 Penalty: 4183.494141
	Iteration 1F: 3 clusters Score -481049.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -481286.906250 Penalty: 4183.494141
	Iteration 2F: 3 clusters Score -481286.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -481461.125000 Penalty: 4183.494141
	Iteration 3F: 3 clusters Score -481461.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -481599.031250 Penalty: 4183.494141
	Iteration 4Q: 3 clusters Score -481599 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -481745.281250 Penalty: 4183.494141
	Iteration 5Q: 3 clusters Score -481745.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -481910.781250 Penalty: 4183.494141
	Iteration 6Q: 3 clusters Score -481910.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -482089.625000 Penalty: 4183.494141
	Iteration 7Q: 3 clusters Score -482089.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -482275.437500 Penalty: 4183.494141
	Iteration 8Q: 3 clusters Score -482275.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -482464.906250 Penalty: 4183.494141
	Iteration 9Q: 3 clusters Score -482464.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -482658.031250 Penalty: 4183.494141
	Iteration 10Q: 3 clusters Score -482658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -482810.000000 Penalty: 4183.494141
	Iteration 11Q: 3 clusters Score -482810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -482915.093750 Penalty: 4183.494141
	Iteration 12Q: 3 clusters Score -482915.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -482992.281250 Penalty: 4183.494141
	Iteration 13Q: 3 clusters Score -482992.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -483058.843750 Penalty: 4183.494141
	Iteration 14Q: 3 clusters Score -483058.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -483131.250000 Penalty: 4183.494141
	Iteration 15Q: 3 clusters Score -483131.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -483182.250000 Penalty: 4183.494141
	Iteration 16Q: 3 clusters Score -483182.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -483204.062500 Penalty: 4183.494141
	Iteration 17Q: 3 clusters Score -483204.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -483214.656250 Penalty: 4183.494141
	Iteration 18Q: 3 clusters Score -483214.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -483221.187500 Penalty: 4183.494141
	Iteration 19Q: 3 clusters Score -483221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -483223.468750 Penalty: 4183.494141
	Iteration 20F: 3 clusters Score -483223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -483227.031250 Penalty: 4183.494141
	Iteration 21Q: 3 clusters Score -483227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -483231.562500 Penalty: 4183.494141
	Iteration 22Q: 3 clusters Score -483231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -483234.156250 Penalty: 4183.494141
	Iteration 23Q: 3 clusters Score -483234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -483236.062500 Penalty: 4183.494141
	Iteration 24Q: 3 clusters Score -483236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -483239.156250 Penalty: 4183.494141
	Iteration 25Q: 3 clusters Score -483239.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -483249.250000 Penalty: 4183.494141
	Iteration 26Q: 3 clusters Score -483249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -483254.062500 Penalty: 4183.494141
	Iteration 27Q: 3 clusters Score -483254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -483256.781250 Penalty: 4183.494141
	Iteration 28Q: 3 clusters Score -483256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -483259.156250 Penalty: 4183.494141
	Iteration 29Q: 3 clusters Score -483259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -483261.000000 Penalty: 4183.494141
	Iteration 30Q: 3 clusters Score -483261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -483261.156250 Penalty: 4183.494141
	Iteration 31Q: 3 clusters Score -483261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -483261.156250 Penalty: 4183.494141
	Iteration 32F: 3 clusters Score -483261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -212596.484375 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -212596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210004.421875 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -210004.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210464.703125 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -210464.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -210619.968750 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -210620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -210696.640625 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -210696.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210736.718750 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -210736.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210761.593750 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -210761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -210781.828125 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -210781.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210793.000000 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -210793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210803.578125 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -210803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210809.234375 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -210809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210813.421875 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -210813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -210814.359375 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -210814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -210814.359375 Penalty: 3751.862305
	Iteration 12F: 3 clusters Score -210814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -805346.812500 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -805346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -799433.500000 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -799433.5 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -800975.062500 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -800975.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -801286.375000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -801286.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -801524.187500 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -801524.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -801718.625000 Penalty: 4405.941895
	Iteration 4Q: 3 clusters Score -801718.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -801897.062500 Penalty: 4405.941895
	Iteration 5Q: 3 clusters Score -801897.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -802049.125000 Penalty: 4405.941895
	Iteration 6Q: 3 clusters Score -802049.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -802174.937500 Penalty: 4405.941895
	Iteration 7Q: 3 clusters Score -802174.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -802279.500000 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -802279.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -802367.312500 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -802367.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -802448.062500 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -802448.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -802527.625000 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -802527.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -802591.562500 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -802591.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -802638.625000 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -802638.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -802684.437500 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -802684.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -802727.000000 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -802727 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -802769.187500 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -802769.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -802807.812500 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -802807.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -802844.000000 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -802844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -802871.125000 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -802871.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -802896.812500 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -802896.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -802914.000000 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -802914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -802937.875000 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -802937.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -802962.250000 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -802962.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -802982.437500 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -802982.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -802992.625000 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -802992.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -803003.312500 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -803003.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -803012.562500 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -803012.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -803025.000000 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -803025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -803035.250000 Penalty: 4405.941895
	Iteration 29Q: 3 clusters Score -803035.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -803045.062500 Penalty: 4405.941895
	Iteration 30Q: 3 clusters Score -803045.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -803060.000000 Penalty: 4405.941895
	Iteration 31Q: 3 clusters Score -803060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -803082.062500 Penalty: 4405.941895
	Iteration 32Q: 3 clusters Score -803082.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -803108.312500 Penalty: 4405.941895
	Iteration 33Q: 3 clusters Score -803108.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -803131.687500 Penalty: 4405.941895
	Iteration 34Q: 3 clusters Score -803131.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -803155.000000 Penalty: 4405.941895
	Iteration 35Q: 3 clusters Score -803155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -803172.750000 Penalty: 4405.941895
	Iteration 36Q: 3 clusters Score -803172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -803191.937500 Penalty: 4405.941895
	Iteration 37Q: 3 clusters Score -803191.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -803204.937500 Penalty: 4405.941895
	Iteration 38Q: 3 clusters Score -803204.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -803222.750000 Penalty: 4405.941895
	Iteration 39Q: 3 clusters Score -803222.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -803244.250000 Penalty: 4405.941895
	Iteration 40F: 3 clusters Score -803244.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -803269.437500 Penalty: 4405.941895
	Iteration 41Q: 3 clusters Score -803269.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -803292.750000 Penalty: 4405.941895
	Iteration 42Q: 3 clusters Score -803292.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -803311.187500 Penalty: 4405.941895
	Iteration 43Q: 3 clusters Score -803311.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -803325.937500 Penalty: 4405.941895
	Iteration 44Q: 3 clusters Score -803325.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -803343.000000 Penalty: 4405.941895
	Iteration 45Q: 3 clusters Score -803343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -803361.812500 Penalty: 4405.941895
	Iteration 46Q: 3 clusters Score -803361.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -803375.062500 Penalty: 4405.941895
	Iteration 47Q: 3 clusters Score -803375.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -803395.000000 Penalty: 4405.941895
	Iteration 48Q: 3 clusters Score -803395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -803413.187500 Penalty: 4405.941895
	Iteration 49Q: 3 clusters Score -803413.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -803436.500000 Penalty: 4405.941895
	Iteration 50Q: 3 clusters Score -803436.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -803461.500000 Penalty: 4405.941895
	Iteration 51Q: 3 clusters Score -803461.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -803484.125000 Penalty: 4405.941895
	Iteration 52Q: 3 clusters Score -803484.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -803499.125000 Penalty: 4405.941895
	Iteration 53Q: 3 clusters Score -803499.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -803507.375000 Penalty: 4405.941895
	Iteration 54Q: 3 clusters Score -803507.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -803514.562500 Penalty: 4405.941895
	Iteration 55Q: 3 clusters Score -803514.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -803526.875000 Penalty: 4405.941895
	Iteration 56Q: 3 clusters Score -803526.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -803534.562500 Penalty: 4405.941895
	Iteration 57Q: 3 clusters Score -803534.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -803540.750000 Penalty: 4405.941895
	Iteration 58Q: 3 clusters Score -803540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -803542.875000 Penalty: 4405.941895
	Iteration 59Q: 3 clusters Score -803542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -803544.937500 Penalty: 4405.941895
	Iteration 60F: 3 clusters Score -803544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -803544.250000 Penalty: 4405.941895
	Iteration 61Q: 3 clusters Score -803544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -803549.375000 Penalty: 4405.941895
	Iteration 62Q: 3 clusters Score -803549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -803549.187500 Penalty: 4405.941895
	Iteration 63Q: 3 clusters Score -803549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -803547.875000 Penalty: 4405.941895
	Iteration 64Q: 3 clusters Score -803547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -803551.812500 Penalty: 4405.941895
	Iteration 65Q: 3 clusters Score -803551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -803555.000000 Penalty: 4405.941895
	Iteration 66Q: 3 clusters Score -803555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -803556.625000 Penalty: 4405.941895
	Iteration 67Q: 3 clusters Score -803556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -803557.000000 Penalty: 4405.941895
	Iteration 68Q: 3 clusters Score -803557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -803557.750000 Penalty: 4405.941895
	Iteration 69Q: 3 clusters Score -803557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -803557.750000 Penalty: 4405.941895
	Iteration 70F: 3 clusters Score -803557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -468738.000000 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -468738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -464329.187500 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -464329.2 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -465503.906250 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -465503.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -465836.625000 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -465836.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466100.656250 Penalty: 4203.970215
	Iteration 3F: 3 clusters Score -466100.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -466303.312500 Penalty: 4203.970215
	Iteration 4F: 3 clusters Score -466303.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -466449.625000 Penalty: 4203.970215
	Iteration 5Q: 3 clusters Score -466449.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -466568.625000 Penalty: 4203.970215
	Iteration 6Q: 3 clusters Score -466568.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -466676.187500 Penalty: 4203.970215
	Iteration 7Q: 3 clusters Score -466676.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -466767.937500 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -466767.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -466828.593750 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -466828.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -466867.593750 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -466867.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -466902.531250 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -466902.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -466924.812500 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -466924.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -466946.781250 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -466946.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -466963.968750 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -466964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -466979.187500 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -466979.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -466992.781250 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -466992.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -467003.718750 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -467003.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -467009.437500 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -467009.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -467018.156250 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -467018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -467026.093750 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -467026.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -467033.093750 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -467033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -467041.812500 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -467041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -467049.906250 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -467049.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -467057.437500 Penalty: 4203.970215
	Iteration 24Q: 3 clusters Score -467057.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -467061.937500 Penalty: 4203.970215
	Iteration 25Q: 3 clusters Score -467061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -467069.062500 Penalty: 4203.970215
	Iteration 26Q: 3 clusters Score -467069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -467074.281250 Penalty: 4203.970215
	Iteration 27Q: 3 clusters Score -467074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -467077.750000 Penalty: 4203.970215
	Iteration 28Q: 3 clusters Score -467077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -467078.062500 Penalty: 4203.970215
	Iteration 29Q: 3 clusters Score -467078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -467078.937500 Penalty: 4203.970215
	Iteration 30Q: 3 clusters Score -467078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -467080.406250 Penalty: 4203.970215
	Iteration 31Q: 3 clusters Score -467080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -467082.343750 Penalty: 4203.970215
	Iteration 32Q: 3 clusters Score -467082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -467083.500000 Penalty: 4203.970215
	Iteration 33Q: 3 clusters Score -467083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -467084.812500 Penalty: 4203.970215
	Iteration 34Q: 3 clusters Score -467084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -467087.843750 Penalty: 4203.970215
	Iteration 35Q: 3 clusters Score -467087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -467089.875000 Penalty: 4203.970215
	Iteration 36Q: 3 clusters Score -467089.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -467093.750000 Penalty: 4203.970215
	Iteration 37Q: 3 clusters Score -467093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -467097.250000 Penalty: 4203.970215
	Iteration 38Q: 3 clusters Score -467097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -467099.468750 Penalty: 4203.970215
	Iteration 39Q: 3 clusters Score -467099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -467100.250000 Penalty: 4203.970215
	Iteration 40F: 3 clusters Score -467100.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -467105.937500 Penalty: 4203.970215
	Iteration 41Q: 3 clusters Score -467105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -467108.218750 Penalty: 4203.970215
	Iteration 42Q: 3 clusters Score -467108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -467112.375000 Penalty: 4203.970215
	Iteration 43Q: 3 clusters Score -467112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -467117.656250 Penalty: 4203.970215
	Iteration 44Q: 3 clusters Score -467117.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -467120.156250 Penalty: 4203.970215
	Iteration 45Q: 3 clusters Score -467120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -467120.687500 Penalty: 4203.970215
	Iteration 46Q: 3 clusters Score -467120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -467120.718750 Penalty: 4203.970215
	Iteration 47Q: 3 clusters Score -467120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -467121.312500 Penalty: 4203.970215
	Iteration 48Q: 3 clusters Score -467121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -467123.000000 Penalty: 4203.970215
	Iteration 49Q: 3 clusters Score -467123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -467121.968750 Penalty: 4203.970215
	Iteration 50Q: 3 clusters Score -467122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -467121.812500 Penalty: 4203.970215
	Iteration 51Q: 3 clusters Score -467121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -467123.281250 Penalty: 4203.970215
	Iteration 52Q: 3 clusters Score -467123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -467123.062500 Penalty: 4203.970215
	Iteration 53Q: 3 clusters Score -467123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -467123.093750 Penalty: 4203.970215
	Iteration 54Q: 3 clusters Score -467123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -467123.093750 Penalty: 4203.970215
	Iteration 55F: 3 clusters Score -467123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -98322.367188 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -98322.37 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 441 members 
Entering Unmasked Estep 
Score: -96726.671875 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -96726.67 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97595.953125 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -97595.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98053.632812 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -98053.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -98342.109375 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -98342.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -98445.507812 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -98445.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -98483.906250 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -98483.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -98495.960938 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -98495.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98505.750000 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -98505.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -98507.679688 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -98507.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -98507.679688 Penalty: 3398.712158
	Iteration 9F: 3 clusters Score -98507.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6505 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 3418 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 765 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 3809 members 
Mstep: Class 97 contains 1101 members 
Mstep: Class 98 contains 2951 members 
Mstep: Class 99 contains 181 members 
Entering Unmasked Estep 
Score: -212262736.000000 Penalty: 355715.875000
Splitting cluster 74 changes total score from -212262480.000000 to -212262736.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 75 (17524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Entering Unmasked Estep 
Score: -2010876.250000 Penalty: 2423.289062
	Iteration 0F: 2 clusters Score -2010876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1998305.250000 Penalty: 4846.578125
	Iteration 0F: 3 clusters Score -1998305 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2002606.125000 Penalty: 4846.578125
	Iteration 1F: 3 clusters Score -2002606 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2003190.500000 Penalty: 4846.578125
	Iteration 2F: 3 clusters Score -2003190 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2003799.625000 Penalty: 4846.578125
	Iteration 3F: 3 clusters Score -2003800 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2004487.875000 Penalty: 4846.578125
	Iteration 4F: 3 clusters Score -2004488 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2005223.125000 Penalty: 4846.578125
	Iteration 5F: 3 clusters Score -2005223 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2006058.625000 Penalty: 4846.578125
	Iteration 6F: 3 clusters Score -2006059 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2006801.875000 Penalty: 4846.578125
	Iteration 7F: 3 clusters Score -2006802 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2007346.375000 Penalty: 4846.578125
	Iteration 8Q: 3 clusters Score -2007346 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2007767.250000 Penalty: 4846.578125
	Iteration 9Q: 3 clusters Score -2007767 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2008175.000000 Penalty: 4846.578125
	Iteration 10Q: 3 clusters Score -2008175 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2008600.500000 Penalty: 4846.578125
	Iteration 11Q: 3 clusters Score -2008600 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2009059.500000 Penalty: 4846.578125
	Iteration 12Q: 3 clusters Score -2009060 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2009407.875000 Penalty: 4846.578125
	Iteration 13Q: 3 clusters Score -2009408 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2009657.500000 Penalty: 4846.578125
	Iteration 14Q: 3 clusters Score -2009658 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2009806.625000 Penalty: 4846.578125
	Iteration 15Q: 3 clusters Score -2009807 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2009908.500000 Penalty: 4846.578125
	Iteration 16Q: 3 clusters Score -2009908 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2009960.375000 Penalty: 4846.578125
	Iteration 17Q: 3 clusters Score -2009960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2010002.500000 Penalty: 4846.578125
	Iteration 18Q: 3 clusters Score -2010002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2010016.625000 Penalty: 4846.578125
	Iteration 19Q: 3 clusters Score -2010017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2010026.625000 Penalty: 4846.578125
	Iteration 20F: 3 clusters Score -2010027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2010041.500000 Penalty: 4846.578125
	Iteration 21Q: 3 clusters Score -2010042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2010049.375000 Penalty: 4846.578125
	Iteration 22Q: 3 clusters Score -2010049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2010058.000000 Penalty: 4846.578125
	Iteration 23Q: 3 clusters Score -2010058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2010064.375000 Penalty: 4846.578125
	Iteration 24Q: 3 clusters Score -2010064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2010064.500000 Penalty: 4846.578125
	Iteration 25Q: 3 clusters Score -2010064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2010070.500000 Penalty: 4846.578125
	Iteration 26Q: 3 clusters Score -2010070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2010069.750000 Penalty: 4846.578125
	Iteration 27Q: 3 clusters Score -2010070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2010075.750000 Penalty: 4846.578125
	Iteration 28Q: 3 clusters Score -2010076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2010073.500000 Penalty: 4846.578125
	Iteration 29Q: 3 clusters Score -2010074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2010076.500000 Penalty: 4846.578125
	Iteration 30Q: 3 clusters Score -2010076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2010083.125000 Penalty: 4846.578125
	Iteration 31Q: 3 clusters Score -2010083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2010086.500000 Penalty: 4846.578125
	Iteration 32Q: 3 clusters Score -2010086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2010089.000000 Penalty: 4846.578125
	Iteration 33Q: 3 clusters Score -2010089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2010089.500000 Penalty: 4846.578125
	Iteration 34Q: 3 clusters Score -2010090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2010090.375000 Penalty: 4846.578125
	Iteration 35Q: 3 clusters Score -2010090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2010094.375000 Penalty: 4846.578125
	Iteration 36Q: 3 clusters Score -2010094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2010095.750000 Penalty: 4846.578125
	Iteration 37Q: 3 clusters Score -2010096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2010094.250000 Penalty: 4846.578125
	Iteration 38Q: 3 clusters Score -2010094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2010096.000000 Penalty: 4846.578125
	Iteration 39Q: 3 clusters Score -2010096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2010096.875000 Penalty: 4846.578125
	Iteration 40F: 3 clusters Score -2010097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2010097.125000 Penalty: 4846.578125
	Iteration 41Q: 3 clusters Score -2010097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2010097.125000 Penalty: 4846.578125
	Iteration 42F: 3 clusters Score -2010097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (20505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Entering Unmasked Estep 
Score: -2324803.500000 Penalty: 2462.249023
	Iteration 0F: 2 clusters Score -2324804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2310464.750000 Penalty: 4924.498047
	Iteration 0F: 3 clusters Score -2310465 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2315376.500000 Penalty: 4924.498047
	Iteration 1F: 3 clusters Score -2315376 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2315835.500000 Penalty: 4924.498047
	Iteration 2F: 3 clusters Score -2315836 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2316220.000000 Penalty: 4924.498047
	Iteration 3Q: 3 clusters Score -2316220 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2316588.750000 Penalty: 4924.498047
	Iteration 4Q: 3 clusters Score -2316589 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2316993.250000 Penalty: 4924.498047
	Iteration 5Q: 3 clusters Score -2316993 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2317503.000000 Penalty: 4924.498047
	Iteration 6Q: 3 clusters Score -2317503 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2318148.500000 Penalty: 4924.498047
	Iteration 7F: 3 clusters Score -2318148 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2318855.000000 Penalty: 4924.498047
	Iteration 8F: 3 clusters Score -2318855 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2319633.750000 Penalty: 4924.498047
	Iteration 9F: 3 clusters Score -2319634 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2320379.250000 Penalty: 4924.498047
	Iteration 10Q: 3 clusters Score -2320379 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2321093.500000 Penalty: 4924.498047
	Iteration 11Q: 3 clusters Score -2321094 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2321707.500000 Penalty: 4924.498047
	Iteration 12Q: 3 clusters Score -2321708 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2322312.000000 Penalty: 4924.498047
	Iteration 13Q: 3 clusters Score -2322312 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2322808.000000 Penalty: 4924.498047
	Iteration 14Q: 3 clusters Score -2322808 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2323186.500000 Penalty: 4924.498047
	Iteration 15Q: 3 clusters Score -2323186 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2323415.500000 Penalty: 4924.498047
	Iteration 16Q: 3 clusters Score -2323416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2323546.500000 Penalty: 4924.498047
	Iteration 17Q: 3 clusters Score -2323546 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2323630.250000 Penalty: 4924.498047
	Iteration 18Q: 3 clusters Score -2323630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2323669.250000 Penalty: 4924.498047
	Iteration 19Q: 3 clusters Score -2323669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2323703.750000 Penalty: 4924.498047
	Iteration 20F: 3 clusters Score -2323704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2323724.250000 Penalty: 4924.498047
	Iteration 21Q: 3 clusters Score -2323724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2323733.500000 Penalty: 4924.498047
	Iteration 22Q: 3 clusters Score -2323734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2323740.000000 Penalty: 4924.498047
	Iteration 23Q: 3 clusters Score -2323740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2323752.500000 Penalty: 4924.498047
	Iteration 24Q: 3 clusters Score -2323752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2323756.000000 Penalty: 4924.498047
	Iteration 25Q: 3 clusters Score -2323756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2323760.250000 Penalty: 4924.498047
	Iteration 26Q: 3 clusters Score -2323760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2323763.000000 Penalty: 4924.498047
	Iteration 27Q: 3 clusters Score -2323763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2323766.250000 Penalty: 4924.498047
	Iteration 28Q: 3 clusters Score -2323766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2323766.750000 Penalty: 4924.498047
	Iteration 29Q: 3 clusters Score -2323767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2323773.750000 Penalty: 4924.498047
	Iteration 30Q: 3 clusters Score -2323774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2323772.750000 Penalty: 4924.498047
	Iteration 31Q: 3 clusters Score -2323773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2323771.750000 Penalty: 4924.498047
	Iteration 32Q: 3 clusters Score -2323772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2323771.750000 Penalty: 4924.498047
	Iteration 33F: 3 clusters Score -2323772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -202552.406250 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -202552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -199756.906250 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -199756.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -200492.359375 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -200492.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -200795.671875 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -200795.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -201100.437500 Penalty: 3844.945068
	Iteration 3F: 3 clusters Score -201100.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -201387.234375 Penalty: 3844.945068
	Iteration 4F: 3 clusters Score -201387.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -201655.187500 Penalty: 3844.945068
	Iteration 5F: 3 clusters Score -201655.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -201884.593750 Penalty: 3844.945068
	Iteration 6F: 3 clusters Score -201884.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202084.906250 Penalty: 3844.945068
	Iteration 7F: 3 clusters Score -202084.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -202204.421875 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -202204.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -202273.453125 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -202273.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -202316.281250 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -202316.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -202342.000000 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -202342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -202353.265625 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -202353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -202363.484375 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -202363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -202374.171875 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -202374.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -202383.031250 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -202383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -202387.296875 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -202387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -202388.562500 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -202388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -202388.734375 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -202388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -202388.734375 Penalty: 3844.945068
	Iteration 19F: 3 clusters Score -202388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -505054.000000 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -505054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -500291.625000 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -500291.6 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -501716.468750 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -501716.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -502260.343750 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -502260.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -502670.500000 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -502670.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -502961.312500 Penalty: 4253.803711
	Iteration 4F: 3 clusters Score -502961.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -503177.250000 Penalty: 4253.803711
	Iteration 5F: 3 clusters Score -503177.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -503362.093750 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -503362.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -503486.593750 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -503486.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -503578.187500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -503578.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -503654.750000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -503654.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -503714.593750 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -503714.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -503761.406250 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -503761.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -503821.281250 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -503821.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -503872.656250 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -503872.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -503911.312500 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -503911.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -503951.093750 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -503951.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -503983.875000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -503983.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -504005.750000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -504005.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -504021.593750 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -504021.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -504030.906250 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -504030.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -504037.906250 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -504037.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -504044.500000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -504044.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -504047.093750 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -504047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -504048.875000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -504048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -504049.843750 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -504049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -504052.468750 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -504052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -504056.968750 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -504057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -504060.718750 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -504060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -504061.156250 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -504061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -504061.312500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -504061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -504063.000000 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -504063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -504063.125000 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -504063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -504063.125000 Penalty: 4253.803711
	Iteration 32F: 3 clusters Score -504063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (46579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Entering Unmasked Estep 
Score: -5310133.000000 Penalty: 2665.728516
	Iteration 0F: 2 clusters Score -5310133 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 23254 members 
Entering Unmasked Estep 
Score: -5278754.500000 Penalty: 5331.457031
	Iteration 0F: 3 clusters Score -5278754 nChanged 21358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -5290544.500000 Penalty: 5331.457031
	Iteration 1F: 3 clusters Score -5290544 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5291201.500000 Penalty: 5331.457031
	Iteration 2Q: 3 clusters Score -5291202 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -5291907.500000 Penalty: 5331.457031
	Iteration 3Q: 3 clusters Score -5291908 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5292814.000000 Penalty: 5331.457031
	Iteration 4Q: 3 clusters Score -5292814 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5294068.500000 Penalty: 5331.457031
	Iteration 5F: 3 clusters Score -5294068 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5295823.500000 Penalty: 5331.457031
	Iteration 6F: 3 clusters Score -5295824 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5297883.000000 Penalty: 5331.457031
	Iteration 7F: 3 clusters Score -5297883 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -5299979.000000 Penalty: 5331.457031
	Iteration 8F: 3 clusters Score -5299979 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5301714.000000 Penalty: 5331.457031
	Iteration 9F: 3 clusters Score -5301714 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5303104.000000 Penalty: 5331.457031
	Iteration 10Q: 3 clusters Score -5303104 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5304440.000000 Penalty: 5331.457031
	Iteration 11Q: 3 clusters Score -5304440 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -5305938.500000 Penalty: 5331.457031
	Iteration 12Q: 3 clusters Score -5305938 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -5307605.500000 Penalty: 5331.457031
	Iteration 13Q: 3 clusters Score -5307606 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -5308794.000000 Penalty: 5331.457031
	Iteration 14Q: 3 clusters Score -5308794 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -5309345.500000 Penalty: 5331.457031
	Iteration 15Q: 3 clusters Score -5309346 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -5309542.500000 Penalty: 5331.457031
	Iteration 16Q: 3 clusters Score -5309542 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -5309647.000000 Penalty: 5331.457031
	Iteration 17Q: 3 clusters Score -5309647 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -5309702.500000 Penalty: 5331.457031
	Iteration 18Q: 3 clusters Score -5309702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -5309731.500000 Penalty: 5331.457031
	Iteration 19Q: 3 clusters Score -5309732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5309790.500000 Penalty: 5331.457031
	Iteration 20F: 3 clusters Score -5309790 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -5309817.500000 Penalty: 5331.457031
	Iteration 21Q: 3 clusters Score -5309818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5309832.500000 Penalty: 5331.457031
	Iteration 22Q: 3 clusters Score -5309832 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -5309871.500000 Penalty: 5331.457031
	Iteration 23Q: 3 clusters Score -5309872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -5309917.000000 Penalty: 5331.457031
	Iteration 24Q: 3 clusters Score -5309917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5309935.500000 Penalty: 5331.457031
	Iteration 25Q: 3 clusters Score -5309936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -5309962.500000 Penalty: 5331.457031
	Iteration 26Q: 3 clusters Score -5309962 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5310001.500000 Penalty: 5331.457031
	Iteration 27Q: 3 clusters Score -5310002 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5310067.000000 Penalty: 5331.457031
	Iteration 28Q: 3 clusters Score -5310067 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5310129.500000 Penalty: 5331.457031
	Iteration 29Q: 3 clusters Score -5310130 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5310185.000000 Penalty: 5331.457031
	Iteration 30Q: 3 clusters Score -5310185 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5310263.000000 Penalty: 5331.457031
	Iteration 31Q: 3 clusters Score -5310263 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5310288.500000 Penalty: 5331.457031
	Iteration 32Q: 3 clusters Score -5310288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5310327.000000 Penalty: 5331.457031
	Iteration 33Q: 3 clusters Score -5310327 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5310361.500000 Penalty: 5331.457031
	Iteration 34Q: 3 clusters Score -5310362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5310388.500000 Penalty: 5331.457031
	Iteration 35Q: 3 clusters Score -5310388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5310411.500000 Penalty: 5331.457031
	Iteration 36Q: 3 clusters Score -5310412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5310409.000000 Penalty: 5331.457031
	Iteration 37Q: 3 clusters Score -5310409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5310426.000000 Penalty: 5331.457031
	Iteration 38Q: 3 clusters Score -5310426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -5310435.000000 Penalty: 5331.457031
	Iteration 39Q: 3 clusters Score -5310435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -5310439.500000 Penalty: 5331.457031
	Iteration 40F: 3 clusters Score -5310440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5310442.500000 Penalty: 5331.457031
	Iteration 41Q: 3 clusters Score -5310442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5310452.500000 Penalty: 5331.457031
	Iteration 42Q: 3 clusters Score -5310452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -5310450.000000 Penalty: 5331.457031
	Iteration 43Q: 3 clusters Score -5310450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5310447.500000 Penalty: 5331.457031
	Iteration 44Q: 3 clusters Score -5310448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5310456.000000 Penalty: 5331.457031
	Iteration 45Q: 3 clusters Score -5310456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5310455.000000 Penalty: 5331.457031
	Iteration 46Q: 3 clusters Score -5310455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5310456.000000 Penalty: 5331.457031
	Iteration 47Q: 3 clusters Score -5310456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5310472.500000 Penalty: 5331.457031
	Iteration 48Q: 3 clusters Score -5310472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5310473.000000 Penalty: 5331.457031
	Iteration 49Q: 3 clusters Score -5310473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5310480.500000 Penalty: 5331.457031
	Iteration 50Q: 3 clusters Score -5310480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5310480.000000 Penalty: 5331.457031
	Iteration 51Q: 3 clusters Score -5310480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -5310477.500000 Penalty: 5331.457031
	Iteration 52Q: 3 clusters Score -5310478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -5310483.500000 Penalty: 5331.457031
	Iteration 53Q: 3 clusters Score -5310484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5310481.500000 Penalty: 5331.457031
	Iteration 54Q: 3 clusters Score -5310482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5310491.500000 Penalty: 5331.457031
	Iteration 55Q: 3 clusters Score -5310492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5310487.500000 Penalty: 5331.457031
	Iteration 56Q: 3 clusters Score -5310488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5310487.000000 Penalty: 5331.457031
	Iteration 57Q: 3 clusters Score -5310487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5310484.000000 Penalty: 5331.457031
	Iteration 58Q: 3 clusters Score -5310484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5310478.500000 Penalty: 5331.457031
	Iteration 59Q: 3 clusters Score -5310478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5310475.000000 Penalty: 5331.457031
	Iteration 60F: 3 clusters Score -5310475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -5310480.000000 Penalty: 5331.457031
	Iteration 61Q: 3 clusters Score -5310480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -5310483.000000 Penalty: 5331.457031
	Iteration 62Q: 3 clusters Score -5310483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -5310483.000000 Penalty: 5331.457031
	Iteration 63F: 3 clusters Score -5310483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6505 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 3418 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 765 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 41771 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 3809 members 
Mstep: Class 97 contains 1101 members 
Mstep: Class 98 contains 2951 members 
Mstep: Class 99 contains 181 members 
Mstep: Class 100 contains 4808 members 
Entering Unmasked Estep 
Score: -212261280.000000 Penalty: 359308.937500
Splitting cluster 79 changes total score from -212262480.000000 to -212261280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -178618.031250 Penalty: 1838.365479
	Iteration 0F: 2 clusters Score -178618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -176266.843750 Penalty: 3676.730957
	Iteration 0F: 3 clusters Score -176266.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -176695.078125 Penalty: 3676.730957
	Iteration 1F: 3 clusters Score -176695.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -176837.828125 Penalty: 3676.730957
	Iteration 2F: 3 clusters Score -176837.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176912.812500 Penalty: 3676.730957
	Iteration 3Q: 3 clusters Score -176912.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176958.687500 Penalty: 3676.730957
	Iteration 4Q: 3 clusters Score -176958.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -176990.593750 Penalty: 3676.730957
	Iteration 5Q: 3 clusters Score -176990.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -177021.406250 Penalty: 3676.730957
	Iteration 6Q: 3 clusters Score -177021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -177041.562500 Penalty: 3676.730957
	Iteration 7Q: 3 clusters Score -177041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -177055.234375 Penalty: 3676.730957
	Iteration 8Q: 3 clusters Score -177055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -177067.140625 Penalty: 3676.730957
	Iteration 9Q: 3 clusters Score -177067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -177078.546875 Penalty: 3676.730957
	Iteration 10Q: 3 clusters Score -177078.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -177092.343750 Penalty: 3676.730957
	Iteration 11Q: 3 clusters Score -177092.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -177108.921875 Penalty: 3676.730957
	Iteration 12Q: 3 clusters Score -177108.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -177117.640625 Penalty: 3676.730957
	Iteration 13Q: 3 clusters Score -177117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177122.078125 Penalty: 3676.730957
	Iteration 14Q: 3 clusters Score -177122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -177124.578125 Penalty: 3676.730957
	Iteration 15Q: 3 clusters Score -177124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -177125.828125 Penalty: 3676.730957
	Iteration 16Q: 3 clusters Score -177125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -177126.625000 Penalty: 3676.730957
	Iteration 17Q: 3 clusters Score -177126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -177126.625000 Penalty: 3676.730957
	Iteration 18F: 3 clusters Score -177126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -270892.531250 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -270892.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -268035.750000 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -268035.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268602.187500 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -268602.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -268764.125000 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -268764.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -268852.718750 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -268852.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -268926.156250 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -268926.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268977.218750 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -268977.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -269022.156250 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -269022.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -269065.218750 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -269065.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -269096.125000 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -269096.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -269120.687500 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -269120.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -269135.031250 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -269135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269155.718750 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -269155.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -269172.843750 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -269172.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -269183.343750 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -269183.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -269193.906250 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -269193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -269200.468750 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -269200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -269206.031250 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -269206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269211.500000 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -269211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269218.562500 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -269218.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269224.875000 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -269224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -269232.062500 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -269232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269236.500000 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -269236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269237.156250 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -269237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -269237.562500 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -269237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -269238.125000 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -269238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -269238.718750 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -269238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -269238.625000 Penalty: 3860.892334
	Iteration 26Q: 3 clusters Score -269238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -269238.625000 Penalty: 3860.892334
	Iteration 27F: 3 clusters Score -269238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -253592.000000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -253592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -250789.093750 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -250789.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -251291.046875 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -251291 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -251461.546875 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -251461.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -251535.656250 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -251535.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -251589.765625 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -251589.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251632.750000 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -251632.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -251669.703125 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -251669.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -251707.656250 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -251707.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -251732.171875 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -251732.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -251760.265625 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -251760.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -251782.281250 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -251782.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251798.437500 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -251798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -251809.906250 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -251809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -251826.703125 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -251826.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -251844.359375 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -251844.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -251860.125000 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -251860.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -251883.906250 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -251883.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251907.078125 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -251907.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -251932.437500 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -251932.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -251957.390625 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -251957.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -251983.671875 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -251983.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -252009.625000 Penalty: 3833.948730
	Iteration 21Q: 3 clusters Score -252009.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -252024.218750 Penalty: 3833.948730
	Iteration 22Q: 3 clusters Score -252024.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -252034.281250 Penalty: 3833.948730
	Iteration 23Q: 3 clusters Score -252034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -252039.265625 Penalty: 3833.948730
	Iteration 24Q: 3 clusters Score -252039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -252046.640625 Penalty: 3833.948730
	Iteration 25Q: 3 clusters Score -252046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -252052.421875 Penalty: 3833.948730
	Iteration 26Q: 3 clusters Score -252052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -252055.359375 Penalty: 3833.948730
	Iteration 27Q: 3 clusters Score -252055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -252056.937500 Penalty: 3833.948730
	Iteration 28Q: 3 clusters Score -252056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -252058.609375 Penalty: 3833.948730
	Iteration 29Q: 3 clusters Score -252058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -252060.281250 Penalty: 3833.948730
	Iteration 30Q: 3 clusters Score -252060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -252062.218750 Penalty: 3833.948730
	Iteration 31Q: 3 clusters Score -252062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -252063.250000 Penalty: 3833.948730
	Iteration 32Q: 3 clusters Score -252063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -252064.000000 Penalty: 3833.948730
	Iteration 33Q: 3 clusters Score -252064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -252064.906250 Penalty: 3833.948730
	Iteration 34Q: 3 clusters Score -252064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -252067.328125 Penalty: 3833.948730
	Iteration 35Q: 3 clusters Score -252067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -252069.531250 Penalty: 3833.948730
	Iteration 36Q: 3 clusters Score -252069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -252071.453125 Penalty: 3833.948730
	Iteration 37Q: 3 clusters Score -252071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -252072.562500 Penalty: 3833.948730
	Iteration 38Q: 3 clusters Score -252072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -252072.906250 Penalty: 3833.948730
	Iteration 39Q: 3 clusters Score -252072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -252072.906250 Penalty: 3833.948730
	Iteration 40F: 3 clusters Score -252072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (13177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Entering Unmasked Estep 
Score: -1362132.500000 Penalty: 2352.584473
	Iteration 0F: 2 clusters Score -1362132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1352462.000000 Penalty: 4705.168945
	Iteration 0F: 3 clusters Score -1352462 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1355877.875000 Penalty: 4705.168945
	Iteration 1F: 3 clusters Score -1355878 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1356530.000000 Penalty: 4705.168945
	Iteration 2F: 3 clusters Score -1356530 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1357124.500000 Penalty: 4705.168945
	Iteration 3F: 3 clusters Score -1357124 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1357690.500000 Penalty: 4705.168945
	Iteration 4F: 3 clusters Score -1357690 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1358124.000000 Penalty: 4705.168945
	Iteration 5F: 3 clusters Score -1358124 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1358455.500000 Penalty: 4705.168945
	Iteration 6Q: 3 clusters Score -1358456 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1358704.125000 Penalty: 4705.168945
	Iteration 7Q: 3 clusters Score -1358704 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1358901.250000 Penalty: 4705.168945
	Iteration 8Q: 3 clusters Score -1358901 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1359045.375000 Penalty: 4705.168945
	Iteration 9Q: 3 clusters Score -1359045 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1359151.000000 Penalty: 4705.168945
	Iteration 10Q: 3 clusters Score -1359151 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1359247.500000 Penalty: 4705.168945
	Iteration 11Q: 3 clusters Score -1359248 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1359331.500000 Penalty: 4705.168945
	Iteration 12Q: 3 clusters Score -1359332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1359406.125000 Penalty: 4705.168945
	Iteration 13Q: 3 clusters Score -1359406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1359471.250000 Penalty: 4705.168945
	Iteration 14Q: 3 clusters Score -1359471 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1359520.375000 Penalty: 4705.168945
	Iteration 15Q: 3 clusters Score -1359520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1359569.500000 Penalty: 4705.168945
	Iteration 16Q: 3 clusters Score -1359570 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1359608.375000 Penalty: 4705.168945
	Iteration 17Q: 3 clusters Score -1359608 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1359642.375000 Penalty: 4705.168945
	Iteration 18Q: 3 clusters Score -1359642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1359677.875000 Penalty: 4705.168945
	Iteration 19Q: 3 clusters Score -1359678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1359699.250000 Penalty: 4705.168945
	Iteration 20F: 3 clusters Score -1359699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1359717.375000 Penalty: 4705.168945
	Iteration 21Q: 3 clusters Score -1359717 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1359735.125000 Penalty: 4705.168945
	Iteration 22Q: 3 clusters Score -1359735 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1359749.500000 Penalty: 4705.168945
	Iteration 23Q: 3 clusters Score -1359750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1359760.500000 Penalty: 4705.168945
	Iteration 24Q: 3 clusters Score -1359760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1359779.875000 Penalty: 4705.168945
	Iteration 25Q: 3 clusters Score -1359780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1359806.125000 Penalty: 4705.168945
	Iteration 26Q: 3 clusters Score -1359806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1359828.750000 Penalty: 4705.168945
	Iteration 27Q: 3 clusters Score -1359829 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1359843.750000 Penalty: 4705.168945
	Iteration 28Q: 3 clusters Score -1359844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1359869.000000 Penalty: 4705.168945
	Iteration 29Q: 3 clusters Score -1359869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1359879.625000 Penalty: 4705.168945
	Iteration 30Q: 3 clusters Score -1359880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1359892.375000 Penalty: 4705.168945
	Iteration 31Q: 3 clusters Score -1359892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1359906.750000 Penalty: 4705.168945
	Iteration 32Q: 3 clusters Score -1359907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1359926.875000 Penalty: 4705.168945
	Iteration 33Q: 3 clusters Score -1359927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1359933.750000 Penalty: 4705.168945
	Iteration 34Q: 3 clusters Score -1359934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1359944.625000 Penalty: 4705.168945
	Iteration 35Q: 3 clusters Score -1359945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1359963.000000 Penalty: 4705.168945
	Iteration 36Q: 3 clusters Score -1359963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1359965.500000 Penalty: 4705.168945
	Iteration 37Q: 3 clusters Score -1359966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1359969.500000 Penalty: 4705.168945
	Iteration 38Q: 3 clusters Score -1359970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1359981.250000 Penalty: 4705.168945
	Iteration 39Q: 3 clusters Score -1359981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1359990.250000 Penalty: 4705.168945
	Iteration 40F: 3 clusters Score -1359990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1359998.000000 Penalty: 4705.168945
	Iteration 41Q: 3 clusters Score -1359998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1360004.750000 Penalty: 4705.168945
	Iteration 42Q: 3 clusters Score -1360005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1360007.250000 Penalty: 4705.168945
	Iteration 43Q: 3 clusters Score -1360007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1360010.875000 Penalty: 4705.168945
	Iteration 44Q: 3 clusters Score -1360011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1360020.375000 Penalty: 4705.168945
	Iteration 45Q: 3 clusters Score -1360020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1360020.125000 Penalty: 4705.168945
	Iteration 46Q: 3 clusters Score -1360020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1360026.375000 Penalty: 4705.168945
	Iteration 47Q: 3 clusters Score -1360026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1360031.875000 Penalty: 4705.168945
	Iteration 48Q: 3 clusters Score -1360032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1360041.500000 Penalty: 4705.168945
	Iteration 49Q: 3 clusters Score -1360042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1360048.625000 Penalty: 4705.168945
	Iteration 50Q: 3 clusters Score -1360049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1360050.875000 Penalty: 4705.168945
	Iteration 51Q: 3 clusters Score -1360051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1360053.125000 Penalty: 4705.168945
	Iteration 52Q: 3 clusters Score -1360053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1360059.375000 Penalty: 4705.168945
	Iteration 53Q: 3 clusters Score -1360059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1360067.125000 Penalty: 4705.168945
	Iteration 54Q: 3 clusters Score -1360067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1360071.625000 Penalty: 4705.168945
	Iteration 55Q: 3 clusters Score -1360072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1360075.750000 Penalty: 4705.168945
	Iteration 56Q: 3 clusters Score -1360076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1360080.000000 Penalty: 4705.168945
	Iteration 57Q: 3 clusters Score -1360080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1360081.625000 Penalty: 4705.168945
	Iteration 58Q: 3 clusters Score -1360082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1360082.750000 Penalty: 4705.168945
	Iteration 59Q: 3 clusters Score -1360083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1360084.250000 Penalty: 4705.168945
	Iteration 60F: 3 clusters Score -1360084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1360086.500000 Penalty: 4705.168945
	Iteration 61Q: 3 clusters Score -1360086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1360089.750000 Penalty: 4705.168945
	Iteration 62Q: 3 clusters Score -1360090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1360087.625000 Penalty: 4705.168945
	Iteration 63Q: 3 clusters Score -1360088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1360086.750000 Penalty: 4705.168945
	Iteration 64Q: 3 clusters Score -1360087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1360087.250000 Penalty: 4705.168945
	Iteration 65Q: 3 clusters Score -1360087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1360089.125000 Penalty: 4705.168945
	Iteration 66Q: 3 clusters Score -1360089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1360090.625000 Penalty: 4705.168945
	Iteration 67Q: 3 clusters Score -1360091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1360095.000000 Penalty: 4705.168945
	Iteration 68Q: 3 clusters Score -1360095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1360096.750000 Penalty: 4705.168945
	Iteration 69Q: 3 clusters Score -1360097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1360098.125000 Penalty: 4705.168945
	Iteration 70Q: 3 clusters Score -1360098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1360099.375000 Penalty: 4705.168945
	Iteration 71Q: 3 clusters Score -1360099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1360101.125000 Penalty: 4705.168945
	Iteration 72Q: 3 clusters Score -1360101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1360101.500000 Penalty: 4705.168945
	Iteration 73Q: 3 clusters Score -1360102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1360099.375000 Penalty: 4705.168945
	Iteration 74Q: 3 clusters Score -1360099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1360103.250000 Penalty: 4705.168945
	Iteration 75Q: 3 clusters Score -1360103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1360102.750000 Penalty: 4705.168945
	Iteration 76Q: 3 clusters Score -1360103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1360104.250000 Penalty: 4705.168945
	Iteration 77Q: 3 clusters Score -1360104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1360102.750000 Penalty: 4705.168945
	Iteration 78Q: 3 clusters Score -1360103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1360102.375000 Penalty: 4705.168945
	Iteration 79Q: 3 clusters Score -1360102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1360102.375000 Penalty: 4705.168945
	Iteration 80F: 3 clusters Score -1360102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -165512.031250 Penalty: 1863.805420
	Iteration 0F: 2 clusters Score -165512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -163034.187500 Penalty: 3727.610840
	Iteration 0F: 3 clusters Score -163034.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163661.781250 Penalty: 3727.610840
	Iteration 1F: 3 clusters Score -163661.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -163963.281250 Penalty: 3727.610840
	Iteration 2F: 3 clusters Score -163963.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -164170.796875 Penalty: 3727.610840
	Iteration 3F: 3 clusters Score -164170.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164328.468750 Penalty: 3727.610840
	Iteration 4F: 3 clusters Score -164328.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164445.890625 Penalty: 3727.610840
	Iteration 5Q: 3 clusters Score -164445.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -164520.328125 Penalty: 3727.610840
	Iteration 6Q: 3 clusters Score -164520.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -164571.593750 Penalty: 3727.610840
	Iteration 7Q: 3 clusters Score -164571.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -164605.109375 Penalty: 3727.610840
	Iteration 8Q: 3 clusters Score -164605.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -164631.531250 Penalty: 3727.610840
	Iteration 9Q: 3 clusters Score -164631.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164645.109375 Penalty: 3727.610840
	Iteration 10Q: 3 clusters Score -164645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -164658.515625 Penalty: 3727.610840
	Iteration 11Q: 3 clusters Score -164658.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -164662.265625 Penalty: 3727.610840
	Iteration 12Q: 3 clusters Score -164662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -164664.250000 Penalty: 3727.610840
	Iteration 13Q: 3 clusters Score -164664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -164665.906250 Penalty: 3727.610840
	Iteration 14Q: 3 clusters Score -164665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -164667.218750 Penalty: 3727.610840
	Iteration 15Q: 3 clusters Score -164667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -164670.875000 Penalty: 3727.610840
	Iteration 16Q: 3 clusters Score -164670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164677.062500 Penalty: 3727.610840
	Iteration 17Q: 3 clusters Score -164677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164678.609375 Penalty: 3727.610840
	Iteration 18Q: 3 clusters Score -164678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -164681.078125 Penalty: 3727.610840
	Iteration 19Q: 3 clusters Score -164681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164681.750000 Penalty: 3727.610840
	Iteration 20F: 3 clusters Score -164681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -164682.187500 Penalty: 3727.610840
	Iteration 21Q: 3 clusters Score -164682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -164682.187500 Penalty: 3727.610840
	Iteration 22F: 3 clusters Score -164682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (6047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Entering Unmasked Estep 
Score: -657898.437500 Penalty: 2159.414795
	Iteration 0F: 2 clusters Score -657898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -652725.687500 Penalty: 4318.829590
	Iteration 0F: 3 clusters Score -652725.7 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -654050.187500 Penalty: 4318.829590
	Iteration 1F: 3 clusters Score -654050.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -654356.125000 Penalty: 4318.829590
	Iteration 2F: 3 clusters Score -654356.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -654607.500000 Penalty: 4318.829590
	Iteration 3F: 3 clusters Score -654607.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -654844.687500 Penalty: 4318.829590
	Iteration 4F: 3 clusters Score -654844.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -655079.437500 Penalty: 4318.829590
	Iteration 5F: 3 clusters Score -655079.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -655369.750000 Penalty: 4318.829590
	Iteration 6F: 3 clusters Score -655369.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -655661.562500 Penalty: 4318.829590
	Iteration 7F: 3 clusters Score -655661.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -655956.937500 Penalty: 4318.829590
	Iteration 8F: 3 clusters Score -655956.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -656195.937500 Penalty: 4318.829590
	Iteration 9F: 3 clusters Score -656195.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -656373.500000 Penalty: 4318.829590
	Iteration 10Q: 3 clusters Score -656373.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -656493.875000 Penalty: 4318.829590
	Iteration 11Q: 3 clusters Score -656493.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -656590.375000 Penalty: 4318.829590
	Iteration 12Q: 3 clusters Score -656590.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -656653.562500 Penalty: 4318.829590
	Iteration 13Q: 3 clusters Score -656653.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -656695.750000 Penalty: 4318.829590
	Iteration 14Q: 3 clusters Score -656695.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -656731.250000 Penalty: 4318.829590
	Iteration 15Q: 3 clusters Score -656731.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -656748.125000 Penalty: 4318.829590
	Iteration 16Q: 3 clusters Score -656748.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -656761.125000 Penalty: 4318.829590
	Iteration 17Q: 3 clusters Score -656761.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -656772.687500 Penalty: 4318.829590
	Iteration 18Q: 3 clusters Score -656772.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -656779.687500 Penalty: 4318.829590
	Iteration 19Q: 3 clusters Score -656779.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -656786.250000 Penalty: 4318.829590
	Iteration 20F: 3 clusters Score -656786.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -656792.250000 Penalty: 4318.829590
	Iteration 21Q: 3 clusters Score -656792.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -656794.750000 Penalty: 4318.829590
	Iteration 22Q: 3 clusters Score -656794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -656797.125000 Penalty: 4318.829590
	Iteration 23Q: 3 clusters Score -656797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -656797.937500 Penalty: 4318.829590
	Iteration 24Q: 3 clusters Score -656797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -656800.062500 Penalty: 4318.829590
	Iteration 25Q: 3 clusters Score -656800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -656802.125000 Penalty: 4318.829590
	Iteration 26Q: 3 clusters Score -656802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -656801.750000 Penalty: 4318.829590
	Iteration 27Q: 3 clusters Score -656801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -656803.125000 Penalty: 4318.829590
	Iteration 28Q: 3 clusters Score -656803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -656803.812500 Penalty: 4318.829590
	Iteration 29Q: 3 clusters Score -656803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -656804.000000 Penalty: 4318.829590
	Iteration 30Q: 3 clusters Score -656804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -656804.000000 Penalty: 4318.829590
	Iteration 31F: 3 clusters Score -656804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -739947.687500 Penalty: 2180.288574
	Iteration 0F: 2 clusters Score -739947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -734450.812500 Penalty: 4360.577148
	Iteration 0F: 3 clusters Score -734450.8 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -735912.937500 Penalty: 4360.577148
	Iteration 1F: 3 clusters Score -735912.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -736174.562500 Penalty: 4360.577148
	Iteration 2F: 3 clusters Score -736174.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -736331.562500 Penalty: 4360.577148
	Iteration 3F: 3 clusters Score -736331.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -736450.062500 Penalty: 4360.577148
	Iteration 4Q: 3 clusters Score -736450.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -736539.437500 Penalty: 4360.577148
	Iteration 5Q: 3 clusters Score -736539.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -736610.312500 Penalty: 4360.577148
	Iteration 6Q: 3 clusters Score -736610.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -736671.375000 Penalty: 4360.577148
	Iteration 7Q: 3 clusters Score -736671.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -736723.250000 Penalty: 4360.577148
	Iteration 8Q: 3 clusters Score -736723.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -736766.562500 Penalty: 4360.577148
	Iteration 9Q: 3 clusters Score -736766.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -736802.500000 Penalty: 4360.577148
	Iteration 10Q: 3 clusters Score -736802.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -736837.625000 Penalty: 4360.577148
	Iteration 11Q: 3 clusters Score -736837.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -736881.750000 Penalty: 4360.577148
	Iteration 12Q: 3 clusters Score -736881.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -736926.500000 Penalty: 4360.577148
	Iteration 13Q: 3 clusters Score -736926.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -736971.187500 Penalty: 4360.577148
	Iteration 14Q: 3 clusters Score -736971.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -737027.437500 Penalty: 4360.577148
	Iteration 15Q: 3 clusters Score -737027.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -737081.562500 Penalty: 4360.577148
	Iteration 16Q: 3 clusters Score -737081.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -737147.312500 Penalty: 4360.577148
	Iteration 17Q: 3 clusters Score -737147.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -737212.062500 Penalty: 4360.577148
	Iteration 18Q: 3 clusters Score -737212.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -737289.875000 Penalty: 4360.577148
	Iteration 19Q: 3 clusters Score -737289.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -737389.187500 Penalty: 4360.577148
	Iteration 20F: 3 clusters Score -737389.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -737507.312500 Penalty: 4360.577148
	Iteration 21Q: 3 clusters Score -737507.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -737627.437500 Penalty: 4360.577148
	Iteration 22Q: 3 clusters Score -737627.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -737745.062500 Penalty: 4360.577148
	Iteration 23Q: 3 clusters Score -737745.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -737837.000000 Penalty: 4360.577148
	Iteration 24Q: 3 clusters Score -737837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -737916.312500 Penalty: 4360.577148
	Iteration 25Q: 3 clusters Score -737916.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -737977.000000 Penalty: 4360.577148
	Iteration 26Q: 3 clusters Score -737977 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -738027.875000 Penalty: 4360.577148
	Iteration 27Q: 3 clusters Score -738027.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -738066.812500 Penalty: 4360.577148
	Iteration 28Q: 3 clusters Score -738066.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -738087.875000 Penalty: 4360.577148
	Iteration 29Q: 3 clusters Score -738087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -738107.250000 Penalty: 4360.577148
	Iteration 30Q: 3 clusters Score -738107.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -738123.312500 Penalty: 4360.577148
	Iteration 31Q: 3 clusters Score -738123.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -738133.312500 Penalty: 4360.577148
	Iteration 32Q: 3 clusters Score -738133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -738138.125000 Penalty: 4360.577148
	Iteration 33Q: 3 clusters Score -738138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -738142.250000 Penalty: 4360.577148
	Iteration 34Q: 3 clusters Score -738142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -738146.375000 Penalty: 4360.577148
	Iteration 35Q: 3 clusters Score -738146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -738149.312500 Penalty: 4360.577148
	Iteration 36Q: 3 clusters Score -738149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -738152.812500 Penalty: 4360.577148
	Iteration 37Q: 3 clusters Score -738152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -738155.187500 Penalty: 4360.577148
	Iteration 38Q: 3 clusters Score -738155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -738158.750000 Penalty: 4360.577148
	Iteration 39Q: 3 clusters Score -738158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -738160.937500 Penalty: 4360.577148
	Iteration 40F: 3 clusters Score -738160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -738165.312500 Penalty: 4360.577148
	Iteration 41Q: 3 clusters Score -738165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -738170.062500 Penalty: 4360.577148
	Iteration 42Q: 3 clusters Score -738170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -738177.062500 Penalty: 4360.577148
	Iteration 43Q: 3 clusters Score -738177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -738177.812500 Penalty: 4360.577148
	Iteration 44Q: 3 clusters Score -738177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -738176.500000 Penalty: 4360.577148
	Iteration 45Q: 3 clusters Score -738176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -738178.000000 Penalty: 4360.577148
	Iteration 46Q: 3 clusters Score -738178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -738182.187500 Penalty: 4360.577148
	Iteration 47Q: 3 clusters Score -738182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -738183.000000 Penalty: 4360.577148
	Iteration 48Q: 3 clusters Score -738183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -738183.750000 Penalty: 4360.577148
	Iteration 49Q: 3 clusters Score -738183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -738184.812500 Penalty: 4360.577148
	Iteration 50Q: 3 clusters Score -738184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -738184.812500 Penalty: 4360.577148
	Iteration 51F: 3 clusters Score -738184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -590154.750000 Penalty: 2133.317383
	Iteration 0F: 2 clusters Score -590154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -585385.500000 Penalty: 4266.634766
	Iteration 0F: 3 clusters Score -585385.5 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -586561.375000 Penalty: 4266.634766
	Iteration 1F: 3 clusters Score -586561.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -586855.875000 Penalty: 4266.634766
	Iteration 2F: 3 clusters Score -586855.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -587124.937500 Penalty: 4266.634766
	Iteration 3F: 3 clusters Score -587124.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -587438.375000 Penalty: 4266.634766
	Iteration 4F: 3 clusters Score -587438.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -587760.500000 Penalty: 4266.634766
	Iteration 5F: 3 clusters Score -587760.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -588037.500000 Penalty: 4266.634766
	Iteration 6F: 3 clusters Score -588037.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -588241.812500 Penalty: 4266.634766
	Iteration 7Q: 3 clusters Score -588241.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -588375.500000 Penalty: 4266.634766
	Iteration 8Q: 3 clusters Score -588375.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -588457.937500 Penalty: 4266.634766
	Iteration 9Q: 3 clusters Score -588457.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -588528.375000 Penalty: 4266.634766
	Iteration 10Q: 3 clusters Score -588528.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -588576.937500 Penalty: 4266.634766
	Iteration 11Q: 3 clusters Score -588576.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -588617.937500 Penalty: 4266.634766
	Iteration 12Q: 3 clusters Score -588617.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -588643.937500 Penalty: 4266.634766
	Iteration 13Q: 3 clusters Score -588643.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -588662.500000 Penalty: 4266.634766
	Iteration 14Q: 3 clusters Score -588662.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -588675.562500 Penalty: 4266.634766
	Iteration 15Q: 3 clusters Score -588675.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -588688.437500 Penalty: 4266.634766
	Iteration 16Q: 3 clusters Score -588688.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -588697.562500 Penalty: 4266.634766
	Iteration 17Q: 3 clusters Score -588697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -588702.312500 Penalty: 4266.634766
	Iteration 18Q: 3 clusters Score -588702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -588708.437500 Penalty: 4266.634766
	Iteration 19Q: 3 clusters Score -588708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -588712.375000 Penalty: 4266.634766
	Iteration 20F: 3 clusters Score -588712.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -588713.937500 Penalty: 4266.634766
	Iteration 21Q: 3 clusters Score -588713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -588717.937500 Penalty: 4266.634766
	Iteration 22Q: 3 clusters Score -588717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -588722.500000 Penalty: 4266.634766
	Iteration 23Q: 3 clusters Score -588722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -588724.750000 Penalty: 4266.634766
	Iteration 24Q: 3 clusters Score -588724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -588725.625000 Penalty: 4266.634766
	Iteration 25Q: 3 clusters Score -588725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -588725.375000 Penalty: 4266.634766
	Iteration 26Q: 3 clusters Score -588725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -588726.500000 Penalty: 4266.634766
	Iteration 27Q: 3 clusters Score -588726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -588730.500000 Penalty: 4266.634766
	Iteration 28Q: 3 clusters Score -588730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -588730.750000 Penalty: 4266.634766
	Iteration 29Q: 3 clusters Score -588730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -588732.000000 Penalty: 4266.634766
	Iteration 30Q: 3 clusters Score -588732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -588731.625000 Penalty: 4266.634766
	Iteration 31Q: 3 clusters Score -588731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -588734.625000 Penalty: 4266.634766
	Iteration 32Q: 3 clusters Score -588734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -588733.375000 Penalty: 4266.634766
	Iteration 33Q: 3 clusters Score -588733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -588734.750000 Penalty: 4266.634766
	Iteration 34Q: 3 clusters Score -588734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -588737.437500 Penalty: 4266.634766
	Iteration 35Q: 3 clusters Score -588737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -588736.250000 Penalty: 4266.634766
	Iteration 36Q: 3 clusters Score -588736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -588737.500000 Penalty: 4266.634766
	Iteration 37Q: 3 clusters Score -588737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -588737.687500 Penalty: 4266.634766
	Iteration 38Q: 3 clusters Score -588737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -588737.687500 Penalty: 4266.634766
	Iteration 39F: 3 clusters Score -588737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -85711.789062 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -85711.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83907.460938 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -83907.46 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84207.484375 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -84207.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84308.765625 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -84308.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84377.914062 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -84377.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84412.867188 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -84412.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84441.781250 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -84441.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84477.359375 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -84477.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84499.726562 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -84499.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84538.226562 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -84538.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84594.281250 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -84594.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84694.140625 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -84694.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84924.250000 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -84924.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85116.195312 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -85116.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85184.335938 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -85184.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85208.117188 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -85208.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85231.453125 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -85231.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85246.945312 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -85246.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85251.875000 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -85251.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85258.617188 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -85258.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85261.851562 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -85261.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85263.296875 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -85263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85264.546875 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -85264.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85266.593750 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -85266.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85266.593750 Penalty: 3311.208252
	Iteration 23F: 3 clusters Score -85266.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -590552.875000 Penalty: 2126.152588
	Iteration 0F: 2 clusters Score -590552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -585825.062500 Penalty: 4252.305176
	Iteration 0F: 3 clusters Score -585825.1 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -586980.312500 Penalty: 4252.305176
	Iteration 1F: 3 clusters Score -586980.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -587357.312500 Penalty: 4252.305176
	Iteration 2F: 3 clusters Score -587357.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -587601.312500 Penalty: 4252.305176
	Iteration 3F: 3 clusters Score -587601.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -587769.062500 Penalty: 4252.305176
	Iteration 4Q: 3 clusters Score -587769.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -587889.312500 Penalty: 4252.305176
	Iteration 5Q: 3 clusters Score -587889.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -588001.250000 Penalty: 4252.305176
	Iteration 6Q: 3 clusters Score -588001.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -588085.500000 Penalty: 4252.305176
	Iteration 7Q: 3 clusters Score -588085.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -588159.562500 Penalty: 4252.305176
	Iteration 8Q: 3 clusters Score -588159.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -588237.375000 Penalty: 4252.305176
	Iteration 9Q: 3 clusters Score -588237.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -588317.000000 Penalty: 4252.305176
	Iteration 10Q: 3 clusters Score -588317 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -588390.375000 Penalty: 4252.305176
	Iteration 11Q: 3 clusters Score -588390.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -588459.187500 Penalty: 4252.305176
	Iteration 12Q: 3 clusters Score -588459.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -588520.375000 Penalty: 4252.305176
	Iteration 13Q: 3 clusters Score -588520.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -588573.937500 Penalty: 4252.305176
	Iteration 14Q: 3 clusters Score -588573.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -588628.562500 Penalty: 4252.305176
	Iteration 15Q: 3 clusters Score -588628.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -588686.187500 Penalty: 4252.305176
	Iteration 16Q: 3 clusters Score -588686.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -588751.125000 Penalty: 4252.305176
	Iteration 17Q: 3 clusters Score -588751.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -588817.750000 Penalty: 4252.305176
	Iteration 18Q: 3 clusters Score -588817.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -588878.437500 Penalty: 4252.305176
	Iteration 19Q: 3 clusters Score -588878.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -588929.750000 Penalty: 4252.305176
	Iteration 20F: 3 clusters Score -588929.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -588968.250000 Penalty: 4252.305176
	Iteration 21Q: 3 clusters Score -588968.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -589005.625000 Penalty: 4252.305176
	Iteration 22Q: 3 clusters Score -589005.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -589050.625000 Penalty: 4252.305176
	Iteration 23Q: 3 clusters Score -589050.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -589102.187500 Penalty: 4252.305176
	Iteration 24Q: 3 clusters Score -589102.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -589155.562500 Penalty: 4252.305176
	Iteration 25Q: 3 clusters Score -589155.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -589210.500000 Penalty: 4252.305176
	Iteration 26Q: 3 clusters Score -589210.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -589280.687500 Penalty: 4252.305176
	Iteration 27Q: 3 clusters Score -589280.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -589379.312500 Penalty: 4252.305176
	Iteration 28Q: 3 clusters Score -589379.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -589483.937500 Penalty: 4252.305176
	Iteration 29Q: 3 clusters Score -589483.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -589584.000000 Penalty: 4252.305176
	Iteration 30Q: 3 clusters Score -589584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -589680.937500 Penalty: 4252.305176
	Iteration 31Q: 3 clusters Score -589680.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -589772.687500 Penalty: 4252.305176
	Iteration 32Q: 3 clusters Score -589772.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -589892.750000 Penalty: 4252.305176
	Iteration 33Q: 3 clusters Score -589892.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -590025.687500 Penalty: 4252.305176
	Iteration 34Q: 3 clusters Score -590025.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -590157.500000 Penalty: 4252.305176
	Iteration 35Q: 3 clusters Score -590157.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -590296.500000 Penalty: 4252.305176
	Iteration 36Q: 3 clusters Score -590296.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -590435.125000 Penalty: 4252.305176
	Iteration 37Q: 3 clusters Score -590435.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -590525.125000 Penalty: 4252.305176
	Iteration 38Q: 3 clusters Score -590525.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -590588.875000 Penalty: 4252.305176
	Iteration 39Q: 3 clusters Score -590588.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -590620.375000 Penalty: 4252.305176
	Iteration 40F: 3 clusters Score -590620.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -590641.937500 Penalty: 4252.305176
	Iteration 41Q: 3 clusters Score -590641.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -590655.937500 Penalty: 4252.305176
	Iteration 42Q: 3 clusters Score -590655.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -590672.375000 Penalty: 4252.305176
	Iteration 43Q: 3 clusters Score -590672.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -590681.750000 Penalty: 4252.305176
	Iteration 44Q: 3 clusters Score -590681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -590685.375000 Penalty: 4252.305176
	Iteration 45Q: 3 clusters Score -590685.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -590689.125000 Penalty: 4252.305176
	Iteration 46Q: 3 clusters Score -590689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -590691.812500 Penalty: 4252.305176
	Iteration 47Q: 3 clusters Score -590691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -590693.750000 Penalty: 4252.305176
	Iteration 48Q: 3 clusters Score -590693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -590694.437500 Penalty: 4252.305176
	Iteration 49Q: 3 clusters Score -590694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -590695.125000 Penalty: 4252.305176
	Iteration 50Q: 3 clusters Score -590695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -590696.625000 Penalty: 4252.305176
	Iteration 51Q: 3 clusters Score -590696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -590697.062500 Penalty: 4252.305176
	Iteration 52Q: 3 clusters Score -590697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -590697.062500 Penalty: 4252.305176
	Iteration 53F: 3 clusters Score -590697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6505 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 3418 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 765 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 2276 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 51658 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 3809 members 
Mstep: Class 97 contains 1101 members 
Mstep: Class 98 contains 2951 members 
Mstep: Class 99 contains 181 members 
Mstep: Class 100 contains 3012 members 
Entering Unmasked Estep 
Score: -212261600.000000 Penalty: 359308.937500
Splitting cluster 89 changes total score from -212262480.000000 to -212261600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 90 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -746598.250000 Penalty: 2241.750244
	Iteration 0F: 2 clusters Score -746598.2 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 4285 members 
Entering Unmasked Estep 
Score: -739938.625000 Penalty: 4483.500488
	Iteration 0F: 3 clusters Score -739938.6 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -742051.187500 Penalty: 4483.500488
	Iteration 1F: 3 clusters Score -742051.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -742773.812500 Penalty: 4483.500488
	Iteration 2F: 3 clusters Score -742773.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -743413.000000 Penalty: 4483.500488
	Iteration 3F: 3 clusters Score -743413 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -743964.812500 Penalty: 4483.500488
	Iteration 4F: 3 clusters Score -743964.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -744471.187500 Penalty: 4483.500488
	Iteration 5F: 3 clusters Score -744471.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -744863.375000 Penalty: 4483.500488
	Iteration 6F: 3 clusters Score -744863.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -745132.125000 Penalty: 4483.500488
	Iteration 7Q: 3 clusters Score -745132.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -745356.750000 Penalty: 4483.500488
	Iteration 8Q: 3 clusters Score -745356.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -745515.812500 Penalty: 4483.500488
	Iteration 9Q: 3 clusters Score -745515.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -745639.187500 Penalty: 4483.500488
	Iteration 10Q: 3 clusters Score -745639.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -745734.000000 Penalty: 4483.500488
	Iteration 11Q: 3 clusters Score -745734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -745796.437500 Penalty: 4483.500488
	Iteration 12Q: 3 clusters Score -745796.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -745839.125000 Penalty: 4483.500488
	Iteration 13Q: 3 clusters Score -745839.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -745869.875000 Penalty: 4483.500488
	Iteration 14Q: 3 clusters Score -745869.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -745911.062500 Penalty: 4483.500488
	Iteration 15Q: 3 clusters Score -745911.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -745947.750000 Penalty: 4483.500488
	Iteration 16Q: 3 clusters Score -745947.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -745977.187500 Penalty: 4483.500488
	Iteration 17Q: 3 clusters Score -745977.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -745996.875000 Penalty: 4483.500488
	Iteration 18Q: 3 clusters Score -745996.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -746022.250000 Penalty: 4483.500488
	Iteration 19Q: 3 clusters Score -746022.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -746043.437500 Penalty: 4483.500488
	Iteration 20F: 3 clusters Score -746043.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -746062.437500 Penalty: 4483.500488
	Iteration 21Q: 3 clusters Score -746062.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -746079.875000 Penalty: 4483.500488
	Iteration 22Q: 3 clusters Score -746079.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -746091.875000 Penalty: 4483.500488
	Iteration 23Q: 3 clusters Score -746091.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -746103.812500 Penalty: 4483.500488
	Iteration 24Q: 3 clusters Score -746103.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -746117.875000 Penalty: 4483.500488
	Iteration 25Q: 3 clusters Score -746117.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -746130.812500 Penalty: 4483.500488
	Iteration 26Q: 3 clusters Score -746130.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -746144.687500 Penalty: 4483.500488
	Iteration 27Q: 3 clusters Score -746144.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -746155.937500 Penalty: 4483.500488
	Iteration 28Q: 3 clusters Score -746155.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -746161.625000 Penalty: 4483.500488
	Iteration 29Q: 3 clusters Score -746161.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -746167.937500 Penalty: 4483.500488
	Iteration 30Q: 3 clusters Score -746167.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -746171.437500 Penalty: 4483.500488
	Iteration 31Q: 3 clusters Score -746171.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -746174.750000 Penalty: 4483.500488
	Iteration 32Q: 3 clusters Score -746174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -746179.562500 Penalty: 4483.500488
	Iteration 33Q: 3 clusters Score -746179.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -746181.812500 Penalty: 4483.500488
	Iteration 34Q: 3 clusters Score -746181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -746183.625000 Penalty: 4483.500488
	Iteration 35Q: 3 clusters Score -746183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -746186.375000 Penalty: 4483.500488
	Iteration 36Q: 3 clusters Score -746186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -746190.812500 Penalty: 4483.500488
	Iteration 37Q: 3 clusters Score -746190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -746191.875000 Penalty: 4483.500488
	Iteration 38Q: 3 clusters Score -746191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -746192.125000 Penalty: 4483.500488
	Iteration 39Q: 3 clusters Score -746192.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -746196.250000 Penalty: 4483.500488
	Iteration 40F: 3 clusters Score -746196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -746197.750000 Penalty: 4483.500488
	Iteration 41Q: 3 clusters Score -746197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -746199.375000 Penalty: 4483.500488
	Iteration 42Q: 3 clusters Score -746199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -746200.062500 Penalty: 4483.500488
	Iteration 43Q: 3 clusters Score -746200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -746203.937500 Penalty: 4483.500488
	Iteration 44Q: 3 clusters Score -746203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -746204.687500 Penalty: 4483.500488
	Iteration 45Q: 3 clusters Score -746204.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -746207.500000 Penalty: 4483.500488
	Iteration 46Q: 3 clusters Score -746207.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -746211.875000 Penalty: 4483.500488
	Iteration 47Q: 3 clusters Score -746211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -746213.000000 Penalty: 4483.500488
	Iteration 48Q: 3 clusters Score -746213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -746215.750000 Penalty: 4483.500488
	Iteration 49Q: 3 clusters Score -746215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -746220.312500 Penalty: 4483.500488
	Iteration 50Q: 3 clusters Score -746220.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -746221.625000 Penalty: 4483.500488
	Iteration 51Q: 3 clusters Score -746221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -746225.312500 Penalty: 4483.500488
	Iteration 52Q: 3 clusters Score -746225.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -746233.375000 Penalty: 4483.500488
	Iteration 53Q: 3 clusters Score -746233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -746239.937500 Penalty: 4483.500488
	Iteration 54Q: 3 clusters Score -746239.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -746246.625000 Penalty: 4483.500488
	Iteration 55Q: 3 clusters Score -746246.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -746252.875000 Penalty: 4483.500488
	Iteration 56Q: 3 clusters Score -746252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -746257.250000 Penalty: 4483.500488
	Iteration 57Q: 3 clusters Score -746257.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -746263.625000 Penalty: 4483.500488
	Iteration 58Q: 3 clusters Score -746263.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -746274.125000 Penalty: 4483.500488
	Iteration 59Q: 3 clusters Score -746274.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -746284.000000 Penalty: 4483.500488
	Iteration 60F: 3 clusters Score -746284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -746291.750000 Penalty: 4483.500488
	Iteration 61Q: 3 clusters Score -746291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -746295.750000 Penalty: 4483.500488
	Iteration 62Q: 3 clusters Score -746295.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -746302.312500 Penalty: 4483.500488
	Iteration 63Q: 3 clusters Score -746302.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -746306.750000 Penalty: 4483.500488
	Iteration 64Q: 3 clusters Score -746306.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -746310.437500 Penalty: 4483.500488
	Iteration 65Q: 3 clusters Score -746310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -746312.875000 Penalty: 4483.500488
	Iteration 66Q: 3 clusters Score -746312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -746315.062500 Penalty: 4483.500488
	Iteration 67Q: 3 clusters Score -746315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -746316.687500 Penalty: 4483.500488
	Iteration 68Q: 3 clusters Score -746316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -746318.125000 Penalty: 4483.500488
	Iteration 69Q: 3 clusters Score -746318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -746317.687500 Penalty: 4483.500488
	Iteration 70Q: 3 clusters Score -746317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -746320.812500 Penalty: 4483.500488
	Iteration 71Q: 3 clusters Score -746320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -746319.875000 Penalty: 4483.500488
	Iteration 72Q: 3 clusters Score -746319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -746320.187500 Penalty: 4483.500488
	Iteration 73Q: 3 clusters Score -746320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -746321.750000 Penalty: 4483.500488
	Iteration 74Q: 3 clusters Score -746321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -746321.750000 Penalty: 4483.500488
	Iteration 75F: 3 clusters Score -746321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (3789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Entering Unmasked Estep 
Score: -347856.312500 Penalty: 2043.484741
	Iteration 0F: 2 clusters Score -347856.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -344123.343750 Penalty: 4086.969482
	Iteration 0F: 3 clusters Score -344123.3 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -345082.968750 Penalty: 4086.969482
	Iteration 1F: 3 clusters Score -345083 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -345444.343750 Penalty: 4086.969482
	Iteration 2F: 3 clusters Score -345444.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -345731.468750 Penalty: 4086.969482
	Iteration 3F: 3 clusters Score -345731.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -346011.343750 Penalty: 4086.969482
	Iteration 4F: 3 clusters Score -346011.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -346247.593750 Penalty: 4086.969482
	Iteration 5F: 3 clusters Score -346247.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -346450.281250 Penalty: 4086.969482
	Iteration 6Q: 3 clusters Score -346450.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -346597.093750 Penalty: 4086.969482
	Iteration 7Q: 3 clusters Score -346597.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -346693.781250 Penalty: 4086.969482
	Iteration 8Q: 3 clusters Score -346693.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -346761.937500 Penalty: 4086.969482
	Iteration 9Q: 3 clusters Score -346761.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -346812.062500 Penalty: 4086.969482
	Iteration 10Q: 3 clusters Score -346812.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -346845.218750 Penalty: 4086.969482
	Iteration 11Q: 3 clusters Score -346845.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -346872.750000 Penalty: 4086.969482
	Iteration 12Q: 3 clusters Score -346872.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -346896.375000 Penalty: 4086.969482
	Iteration 13Q: 3 clusters Score -346896.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -346906.843750 Penalty: 4086.969482
	Iteration 14Q: 3 clusters Score -346906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -346914.156250 Penalty: 4086.969482
	Iteration 15Q: 3 clusters Score -346914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -346918.031250 Penalty: 4086.969482
	Iteration 16Q: 3 clusters Score -346918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -346924.312500 Penalty: 4086.969482
	Iteration 17Q: 3 clusters Score -346924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -346929.718750 Penalty: 4086.969482
	Iteration 18Q: 3 clusters Score -346929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -346934.781250 Penalty: 4086.969482
	Iteration 19Q: 3 clusters Score -346934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -346940.468750 Penalty: 4086.969482
	Iteration 20F: 3 clusters Score -346940.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -346942.937500 Penalty: 4086.969482
	Iteration 21Q: 3 clusters Score -346942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -346945.625000 Penalty: 4086.969482
	Iteration 22Q: 3 clusters Score -346945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -346949.750000 Penalty: 4086.969482
	Iteration 23Q: 3 clusters Score -346949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -346951.875000 Penalty: 4086.969482
	Iteration 24Q: 3 clusters Score -346951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -346953.000000 Penalty: 4086.969482
	Iteration 25Q: 3 clusters Score -346953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -346953.906250 Penalty: 4086.969482
	Iteration 26Q: 3 clusters Score -346953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -346955.343750 Penalty: 4086.969482
	Iteration 27Q: 3 clusters Score -346955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -346956.437500 Penalty: 4086.969482
	Iteration 28Q: 3 clusters Score -346956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -346957.906250 Penalty: 4086.969482
	Iteration 29Q: 3 clusters Score -346957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -346960.250000 Penalty: 4086.969482
	Iteration 30Q: 3 clusters Score -346960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -346960.250000 Penalty: 4086.969482
	Iteration 31F: 3 clusters Score -346960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -608981.625000 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -608981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -604184.187500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -604184.2 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -605474.750000 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -605474.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -605882.625000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -605882.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -606176.500000 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -606176.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -606423.375000 Penalty: 4260.398926
	Iteration 4F: 3 clusters Score -606423.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -606621.562500 Penalty: 4260.398926
	Iteration 5Q: 3 clusters Score -606621.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -606776.625000 Penalty: 4260.398926
	Iteration 6Q: 3 clusters Score -606776.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -606899.562500 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -606899.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -606991.875000 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -606991.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -607090.312500 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -607090.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -607183.750000 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -607183.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -607284.875000 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -607284.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -607385.687500 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -607385.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -607531.250000 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -607531.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -607708.062500 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -607708.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -607870.375000 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -607870.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -607984.750000 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -607984.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -608061.312500 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -608061.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -608114.875000 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -608114.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -608152.250000 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -608152.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -608179.000000 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -608179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -608206.187500 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -608206.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -608227.750000 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -608227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -608237.562500 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -608237.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -608248.937500 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -608248.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -608258.875000 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -608258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -608267.187500 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -608267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -608279.125000 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -608279.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -608286.125000 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -608286.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -608289.375000 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -608289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -608294.125000 Penalty: 4260.398926
	Iteration 30Q: 3 clusters Score -608294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -608297.625000 Penalty: 4260.398926
	Iteration 31Q: 3 clusters Score -608297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -608301.500000 Penalty: 4260.398926
	Iteration 32Q: 3 clusters Score -608301.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -608304.187500 Penalty: 4260.398926
	Iteration 33Q: 3 clusters Score -608304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -608306.875000 Penalty: 4260.398926
	Iteration 34Q: 3 clusters Score -608306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -608309.812500 Penalty: 4260.398926
	Iteration 35Q: 3 clusters Score -608309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -608310.812500 Penalty: 4260.398926
	Iteration 36Q: 3 clusters Score -608310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -608311.312500 Penalty: 4260.398926
	Iteration 37Q: 3 clusters Score -608311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -608311.312500 Penalty: 4260.398926
	Iteration 38F: 3 clusters Score -608311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -197857.843750 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -197857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -195317.796875 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -195317.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -195803.046875 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -195803 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -195949.859375 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -195949.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196016.078125 Penalty: 3741.463623
	Iteration 3Q: 3 clusters Score -196016.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -196059.062500 Penalty: 3741.463623
	Iteration 4Q: 3 clusters Score -196059.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -196085.015625 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -196085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -196102.187500 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -196102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196113.750000 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -196113.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -196122.171875 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -196122.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -196128.468750 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -196128.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -196138.515625 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -196138.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -196149.500000 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -196149.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -196161.859375 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -196161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -196171.468750 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -196171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -196178.609375 Penalty: 3741.463623
	Iteration 14Q: 3 clusters Score -196178.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -196187.328125 Penalty: 3741.463623
	Iteration 15Q: 3 clusters Score -196187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -196198.750000 Penalty: 3741.463623
	Iteration 16Q: 3 clusters Score -196198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -196211.437500 Penalty: 3741.463623
	Iteration 17Q: 3 clusters Score -196211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -196219.031250 Penalty: 3741.463623
	Iteration 18Q: 3 clusters Score -196219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -196227.015625 Penalty: 3741.463623
	Iteration 19Q: 3 clusters Score -196227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -196231.843750 Penalty: 3741.463623
	Iteration 20F: 3 clusters Score -196231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -196235.546875 Penalty: 3741.463623
	Iteration 21Q: 3 clusters Score -196235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -196238.953125 Penalty: 3741.463623
	Iteration 22Q: 3 clusters Score -196239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -196242.875000 Penalty: 3741.463623
	Iteration 23Q: 3 clusters Score -196242.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -196249.265625 Penalty: 3741.463623
	Iteration 24Q: 3 clusters Score -196249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -196257.187500 Penalty: 3741.463623
	Iteration 25Q: 3 clusters Score -196257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -196272.156250 Penalty: 3741.463623
	Iteration 26Q: 3 clusters Score -196272.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -196295.921875 Penalty: 3741.463623
	Iteration 27Q: 3 clusters Score -196295.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -196326.609375 Penalty: 3741.463623
	Iteration 28Q: 3 clusters Score -196326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -196350.921875 Penalty: 3741.463623
	Iteration 29Q: 3 clusters Score -196350.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -196369.890625 Penalty: 3741.463623
	Iteration 30Q: 3 clusters Score -196369.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -196387.906250 Penalty: 3741.463623
	Iteration 31Q: 3 clusters Score -196387.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -196404.453125 Penalty: 3741.463623
	Iteration 32Q: 3 clusters Score -196404.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -196420.703125 Penalty: 3741.463623
	Iteration 33Q: 3 clusters Score -196420.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196437.156250 Penalty: 3741.463623
	Iteration 34Q: 3 clusters Score -196437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -196449.484375 Penalty: 3741.463623
	Iteration 35Q: 3 clusters Score -196449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196457.640625 Penalty: 3741.463623
	Iteration 36Q: 3 clusters Score -196457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196461.546875 Penalty: 3741.463623
	Iteration 37Q: 3 clusters Score -196461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -196463.531250 Penalty: 3741.463623
	Iteration 38Q: 3 clusters Score -196463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -196466.468750 Penalty: 3741.463623
	Iteration 39Q: 3 clusters Score -196466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -196468.921875 Penalty: 3741.463623
	Iteration 40F: 3 clusters Score -196468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -196472.140625 Penalty: 3741.463623
	Iteration 41Q: 3 clusters Score -196472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -196473.421875 Penalty: 3741.463623
	Iteration 42Q: 3 clusters Score -196473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -196473.593750 Penalty: 3741.463623
	Iteration 43Q: 3 clusters Score -196473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -196475.531250 Penalty: 3741.463623
	Iteration 44Q: 3 clusters Score -196475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -196475.531250 Penalty: 3741.463623
	Iteration 45F: 3 clusters Score -196475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 63892 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 248186 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 173484 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 127470 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 62790 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 16494 members 
Mstep: Class 24 contains 34421 members 
Mstep: Class 25 contains 5498 members 
Mstep: Class 26 contains 28101 members 
Mstep: Class 27 contains 2845 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5697 members 
Mstep: Class 33 contains 30830 members 
Mstep: Class 34 contains 12697 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 31882 members 
Mstep: Class 37 contains 29297 members 
Mstep: Class 38 contains 17146 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55519 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5848 members 
Mstep: Class 46 contains 33309 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 1281 members 
Mstep: Class 49 contains 11399 members 
Mstep: Class 50 contains 20857 members 
Mstep: Class 51 contains 16631 members 
Mstep: Class 52 contains 3819 members 
Mstep: Class 53 contains 8571 members 
Mstep: Class 54 contains 7370 members 
Mstep: Class 55 contains 33996 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 47486 members 
Mstep: Class 59 contains 4090 members 
Mstep: Class 60 contains 12573 members 
Mstep: Class 61 contains 12739 members 
Mstep: Class 62 contains 3027 members 
Mstep: Class 63 contains 8437 members 
Mstep: Class 64 contains 5987 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6505 members 
Mstep: Class 67 contains 4853 members 
Mstep: Class 68 contains 3418 members 
Mstep: Class 69 contains 7700 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4797 members 
Mstep: Class 74 contains 765 members 
Mstep: Class 75 contains 17524 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 5304 members 
Mstep: Class 79 contains 46579 members 
Mstep: Class 80 contains 1657 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13177 members 
Mstep: Class 84 contains 1836 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 793 members 
Mstep: Class 89 contains 5288 members 
Mstep: Class 90 contains 8428 members 
Mstep: Class 91 contains 3789 members 
Mstep: Class 92 contains 5375 members 
Mstep: Class 93 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 95. Lose 2532.122314 but Gain 3593.093750
Score: -212269648.000000 Penalty: 352122.781250
Iteration 159Q: 99 clusters Score -2.122696e+08 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 145687 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 31227 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 14072 members 
Mstep: Class 6 contains 63887 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 77921 members 
Mstep: Class 9 contains 248188 members 
Mstep: Class 10 contains 9989 members 
Mstep: Class 11 contains 3607 members 
Mstep: Class 12 contains 174191 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 129132 members 
Mstep: Class 15 contains 35754 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 62493 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 12626 members 
Mstep: Class 23 contains 16499 members 
Mstep: Class 24 contains 34377 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 28104 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 15672 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 5699 members 
Mstep: Class 33 contains 30817 members 
Mstep: Class 34 contains 12728 members 
Mstep: Class 35 contains 11051 members 
Mstep: Class 36 contains 31756 members 
Mstep: Class 37 contains 29296 members 
Mstep: Class 38 contains 17135 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 10353 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6375 members 
Mstep: Class 43 contains 55511 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5858 members 
Mstep: Class 46 contains 34483 members 
Mstep: Class 47 contains 10035 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11423 members 
Mstep: Class 50 contains 20858 members 
Mstep: Class 51 contains 16632 members 
Mstep: Class 52 contains 3827 members 
Mstep: Class 53 contains 8570 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 33846 members 
Mstep: Class 56 contains 838 members 
Mstep: Class 57 contains 3843 members 
Mstep: Class 58 contains 47485 members 
Mstep: Class 59 contains 4034 members 
Mstep: Class 60 contains 12610 members 
Mstep: Class 61 contains 12730 members 
Mstep: Class 62 contains 3031 members 
Mstep: Class 63 contains 8450 members 
Mstep: Class 64 contains 6015 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6531 members 
Mstep: Class 67 contains 4852 members 
Mstep: Class 68 contains 3729 members 
Mstep: Class 69 contains 7684 members 
Mstep: Class 70 contains 4605 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4773 members 
Mstep: Class 74 contains 765 members 
Mstep: Class 75 contains 17528 members 
Mstep: Class 76 contains 20539 members 
Mstep: Class 77 contains 2311 members 
Mstep: Class 78 contains 5324 members 
Mstep: Class 79 contains 46661 members 
Mstep: Class 80 contains 1661 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2274 members 
Mstep: Class 83 contains 13183 members 
Mstep: Class 84 contains 1828 members 
Mstep: Class 85 contains 6042 members 
Mstep: Class 86 contains 6578 members 
Mstep: Class 87 contains 5443 members 
Mstep: Class 88 contains 901 members 
Mstep: Class 89 contains 5289 members 
Mstep: Class 90 contains 8459 members 
Mstep: Class 91 contains 3788 members 
Mstep: Class 92 contains 5526 members 
Mstep: Class 93 contains 1890 members 
Mstep: Class 94 contains 48812 members 
Mstep: Class 96 contains 3677 members 
Mstep: Class 97 contains 1068 members 
Mstep: Class 98 contains 2755 members 
Mstep: Class 99 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 99. Lose 3592.131104 but Gain 3593.093750
Score: -212276000.000000 Penalty: 348529.687500
Iteration 160F: 98 clusters Score -2.12276e+08 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 31224 members 
Mstep: Class 4 contains 11925 members 
Mstep: Class 5 contains 14063 members 
Mstep: Class 6 contains 63871 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 77580 members 
Mstep: Class 9 contains 248144 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 173987 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 129494 members 
Mstep: Class 15 contains 35752 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 62130 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 366 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 16502 members 
Mstep: Class 24 contains 34318 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 28105 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 15429 members 
Mstep: Class 29 contains 14953 members 
Mstep: Class 30 contains 3210 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 30790 members 
Mstep: Class 34 contains 12634 members 
Mstep: Class 35 contains 11005 members 
Mstep: Class 36 contains 31633 members 
Mstep: Class 37 contains 29292 members 
Mstep: Class 38 contains 17117 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 10353 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6374 members 
Mstep: Class 43 contains 55485 members 
Mstep: Class 44 contains 38349 members 
Mstep: Class 45 contains 5835 members 
Mstep: Class 46 contains 35496 members 
Mstep: Class 47 contains 10017 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11434 members 
Mstep: Class 50 contains 20855 members 
Mstep: Class 51 contains 16629 members 
Mstep: Class 52 contains 3802 members 
Mstep: Class 53 contains 8569 members 
Mstep: Class 54 contains 7338 members 
Mstep: Class 55 contains 33740 members 
Mstep: Class 56 contains 844 members 
Mstep: Class 57 contains 3843 members 
Mstep: Class 58 contains 47485 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 12572 members 
Mstep: Class 61 contains 12718 members 
Mstep: Class 62 contains 3043 members 
Mstep: Class 63 contains 8446 members 
Mstep: Class 64 contains 6024 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 6609 members 
Mstep: Class 67 contains 4849 members 
Mstep: Class 68 contains 3917 members 
Mstep: Class 69 contains 7674 members 
Mstep: Class 70 contains 4605 members 
Mstep: Class 71 contains 1928 members 
Mstep: Class 72 contains 7207 members 
Mstep: Class 73 contains 4774 members 
Mstep: Class 74 contains 842 members 
Mstep: Class 75 contains 17535 members 
Mstep: Class 76 contains 20588 members 
Mstep: Class 77 contains 2281 members 
Mstep: Class 78 contains 5345 members 
Mstep: Class 79 contains 46612 members 
Mstep: Class 80 contains 1661 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13187 members 
Mstep: Class 84 contains 1816 members 
Mstep: Class 85 contains 6031 members 
Mstep: Class 86 contains 6584 members 
Mstep: Class 87 contains 5403 members 
Mstep: Class 88 contains 893 members 
Mstep: Class 89 contains 5294 members 
Mstep: Class 90 contains 8425 members 
Mstep: Class 91 contains 3777 members 
Mstep: Class 92 contains 5529 members 
Mstep: Class 93 contains 1886 members 
Mstep: Class 94 contains 49130 members 
Mstep: Class 96 contains 3886 members 
Mstep: Class 97 contains 1216 members 
Mstep: Class 98 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212279712.000000 Penalty: 348529.687500
Iteration 161Q: 98 clusters Score -2.122797e+08 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 31217 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 14058 members 
Mstep: Class 6 contains 63861 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 77313 members 
Mstep: Class 9 contains 248124 members 
Mstep: Class 10 contains 9965 members 
Mstep: Class 11 contains 3603 members 
Mstep: Class 12 contains 173775 members 
Mstep: Class 13 contains 5367 members 
Mstep: Class 14 contains 129899 members 
Mstep: Class 15 contains 35743 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 10175 members 
Mstep: Class 18 contains 7621 members 
Mstep: Class 19 contains 61841 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 16507 members 
Mstep: Class 24 contains 34279 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28096 members 
Mstep: Class 27 contains 2822 members 
Mstep: Class 28 contains 15225 members 
Mstep: Class 29 contains 14945 members 
Mstep: Class 30 contains 3205 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 5679 members 
Mstep: Class 33 contains 30773 members 
Mstep: Class 34 contains 12574 members 
Mstep: Class 35 contains 10952 members 
Mstep: Class 36 contains 31575 members 
Mstep: Class 37 contains 29287 members 
Mstep: Class 38 contains 17102 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 6838 members 
Mstep: Class 42 contains 6375 members 
Mstep: Class 43 contains 55457 members 
Mstep: Class 44 contains 38348 members 
Mstep: Class 45 contains 5832 members 
Mstep: Class 46 contains 36426 members 
Mstep: Class 47 contains 10018 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11438 members 
Mstep: Class 50 contains 20848 members 
Mstep: Class 51 contains 16622 members 
Mstep: Class 52 contains 3799 members 
Mstep: Class 53 contains 8569 members 
Mstep: Class 54 contains 7314 members 
Mstep: Class 55 contains 33661 members 
Mstep: Class 56 contains 853 members 
Mstep: Class 57 contains 3842 members 
Mstep: Class 58 contains 47487 members 
Mstep: Class 59 contains 3937 members 
Mstep: Class 60 contains 12527 members 
Mstep: Class 61 contains 12711 members 
Mstep: Class 62 contains 3056 members 
Mstep: Class 63 contains 8445 members 
Mstep: Class 64 contains 6030 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 6679 members 
Mstep: Class 67 contains 4849 members 
Mstep: Class 68 contains 4028 members 
Mstep: Class 69 contains 7654 members 
Mstep: Class 70 contains 4605 members 
Mstep: Class 71 contains 1927 members 
Mstep: Class 72 contains 7206 members 
Mstep: Class 73 contains 4777 members 
Mstep: Class 74 contains 839 members 
Mstep: Class 75 contains 17541 members 
Mstep: Class 76 contains 20632 members 
Mstep: Class 77 contains 2264 members 
Mstep: Class 78 contains 5354 members 
Mstep: Class 79 contains 46527 members 
Mstep: Class 80 contains 1665 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2274 members 
Mstep: Class 83 contains 13197 members 
Mstep: Class 84 contains 1801 members 
Mstep: Class 85 contains 6029 members 
Mstep: Class 86 contains 6587 members 
Mstep: Class 87 contains 5386 members 
Mstep: Class 88 contains 884 members 
Mstep: Class 89 contains 5299 members 
Mstep: Class 90 contains 8432 members 
Mstep: Class 91 contains 3766 members 
Mstep: Class 92 contains 5580 members 
Mstep: Class 93 contains 1888 members 
Mstep: Class 94 contains 49312 members 
Mstep: Class 96 contains 3963 members 
Mstep: Class 97 contains 1301 members 
Mstep: Class 98 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212280176.000000 Penalty: 348529.687500
Iteration 162Q: 98 clusters Score -2.122802e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 9788 members 
Mstep: Class 3 contains 31209 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 14053 members 
Mstep: Class 6 contains 63851 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 77081 members 
Mstep: Class 9 contains 248119 members 
Mstep: Class 10 contains 9956 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 173556 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 130254 members 
Mstep: Class 15 contains 35729 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 61595 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12623 members 
Mstep: Class 23 contains 16512 members 
Mstep: Class 24 contains 34243 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 28089 members 
Mstep: Class 27 contains 2809 members 
Mstep: Class 28 contains 15017 members 
Mstep: Class 29 contains 14942 members 
Mstep: Class 30 contains 3201 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 30760 members 
Mstep: Class 34 contains 12543 members 
Mstep: Class 35 contains 10926 members 
Mstep: Class 36 contains 31526 members 
Mstep: Class 37 contains 29275 members 
Mstep: Class 38 contains 17093 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6839 members 
Mstep: Class 42 contains 6373 members 
Mstep: Class 43 contains 55436 members 
Mstep: Class 44 contains 38347 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 37240 members 
Mstep: Class 47 contains 10017 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11447 members 
Mstep: Class 50 contains 20838 members 
Mstep: Class 51 contains 16616 members 
Mstep: Class 52 contains 3809 members 
Mstep: Class 53 contains 8573 members 
Mstep: Class 54 contains 7287 members 
Mstep: Class 55 contains 33595 members 
Mstep: Class 56 contains 866 members 
Mstep: Class 57 contains 3847 members 
Mstep: Class 58 contains 47487 members 
Mstep: Class 59 contains 3887 members 
Mstep: Class 60 contains 12489 members 
Mstep: Class 61 contains 12706 members 
Mstep: Class 62 contains 3087 members 
Mstep: Class 63 contains 8452 members 
Mstep: Class 64 contains 6038 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 6754 members 
Mstep: Class 67 contains 4847 members 
Mstep: Class 68 contains 4117 members 
Mstep: Class 69 contains 7651 members 
Mstep: Class 70 contains 4607 members 
Mstep: Class 71 contains 1924 members 
Mstep: Class 72 contains 7205 members 
Mstep: Class 73 contains 4780 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17545 members 
Mstep: Class 76 contains 20669 members 
Mstep: Class 77 contains 2244 members 
Mstep: Class 78 contains 5360 members 
Mstep: Class 79 contains 46432 members 
Mstep: Class 80 contains 1668 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2274 members 
Mstep: Class 83 contains 13205 members 
Mstep: Class 84 contains 1794 members 
Mstep: Class 85 contains 6030 members 
Mstep: Class 86 contains 6591 members 
Mstep: Class 87 contains 5370 members 
Mstep: Class 88 contains 871 members 
Mstep: Class 89 contains 5300 members 
Mstep: Class 90 contains 8433 members 
Mstep: Class 91 contains 3759 members 
Mstep: Class 92 contains 5638 members 
Mstep: Class 93 contains 1889 members 
Mstep: Class 94 contains 49471 members 
Mstep: Class 96 contains 4003 members 
Mstep: Class 97 contains 1352 members 
Mstep: Class 98 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212280992.000000 Penalty: 348529.687500
Iteration 163Q: 98 clusters Score -2.12281e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 31204 members 
Mstep: Class 4 contains 11938 members 
Mstep: Class 5 contains 14052 members 
Mstep: Class 6 contains 63845 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 76900 members 
Mstep: Class 9 contains 248117 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 173361 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 130467 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 61407 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12623 members 
Mstep: Class 23 contains 16515 members 
Mstep: Class 24 contains 34200 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28088 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 14854 members 
Mstep: Class 29 contains 14940 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 5657 members 
Mstep: Class 33 contains 30746 members 
Mstep: Class 34 contains 12515 members 
Mstep: Class 35 contains 10894 members 
Mstep: Class 36 contains 31475 members 
Mstep: Class 37 contains 29270 members 
Mstep: Class 38 contains 17084 members 
Mstep: Class 39 contains 1361 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6376 members 
Mstep: Class 43 contains 55409 members 
Mstep: Class 44 contains 38349 members 
Mstep: Class 45 contains 5851 members 
Mstep: Class 46 contains 37931 members 
Mstep: Class 47 contains 10018 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11463 members 
Mstep: Class 50 contains 20825 members 
Mstep: Class 51 contains 16605 members 
Mstep: Class 52 contains 3826 members 
Mstep: Class 53 contains 8581 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 33527 members 
Mstep: Class 56 contains 887 members 
Mstep: Class 57 contains 3849 members 
Mstep: Class 58 contains 47493 members 
Mstep: Class 59 contains 3849 members 
Mstep: Class 60 contains 12465 members 
Mstep: Class 61 contains 12707 members 
Mstep: Class 62 contains 3111 members 
Mstep: Class 63 contains 8455 members 
Mstep: Class 64 contains 6025 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 6843 members 
Mstep: Class 67 contains 4844 members 
Mstep: Class 68 contains 4174 members 
Mstep: Class 69 contains 7643 members 
Mstep: Class 70 contains 4603 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7203 members 
Mstep: Class 73 contains 4788 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17548 members 
Mstep: Class 76 contains 20692 members 
Mstep: Class 77 contains 2238 members 
Mstep: Class 78 contains 5365 members 
Mstep: Class 79 contains 46349 members 
Mstep: Class 80 contains 1670 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13214 members 
Mstep: Class 84 contains 1786 members 
Mstep: Class 85 contains 6036 members 
Mstep: Class 86 contains 6592 members 
Mstep: Class 87 contains 5353 members 
Mstep: Class 88 contains 853 members 
Mstep: Class 89 contains 5300 members 
Mstep: Class 90 contains 8447 members 
Mstep: Class 91 contains 3752 members 
Mstep: Class 92 contains 5699 members 
Mstep: Class 93 contains 1889 members 
Mstep: Class 94 contains 49626 members 
Mstep: Class 96 contains 4045 members 
Mstep: Class 97 contains 1377 members 
Mstep: Class 98 contains 3103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212281424.000000 Penalty: 348529.687500
Iteration 164Q: 98 clusters Score -2.122814e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 31202 members 
Mstep: Class 4 contains 11933 members 
Mstep: Class 5 contains 14055 members 
Mstep: Class 6 contains 63840 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76756 members 
Mstep: Class 9 contains 248117 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 173184 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 130606 members 
Mstep: Class 15 contains 35726 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 61235 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12623 members 
Mstep: Class 23 contains 16518 members 
Mstep: Class 24 contains 34160 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28083 members 
Mstep: Class 27 contains 2792 members 
Mstep: Class 28 contains 14743 members 
Mstep: Class 29 contains 14941 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 5647 members 
Mstep: Class 33 contains 30749 members 
Mstep: Class 34 contains 12504 members 
Mstep: Class 35 contains 10871 members 
Mstep: Class 36 contains 31455 members 
Mstep: Class 37 contains 29264 members 
Mstep: Class 38 contains 17074 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 55387 members 
Mstep: Class 44 contains 38347 members 
Mstep: Class 45 contains 5846 members 
Mstep: Class 46 contains 38497 members 
Mstep: Class 47 contains 10016 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11484 members 
Mstep: Class 50 contains 20814 members 
Mstep: Class 51 contains 16597 members 
Mstep: Class 52 contains 3833 members 
Mstep: Class 53 contains 8584 members 
Mstep: Class 54 contains 7268 members 
Mstep: Class 55 contains 33487 members 
Mstep: Class 56 contains 904 members 
Mstep: Class 57 contains 3850 members 
Mstep: Class 58 contains 47493 members 
Mstep: Class 59 contains 3820 members 
Mstep: Class 60 contains 12421 members 
Mstep: Class 61 contains 12706 members 
Mstep: Class 62 contains 3141 members 
Mstep: Class 63 contains 8466 members 
Mstep: Class 64 contains 6015 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 6906 members 
Mstep: Class 67 contains 4844 members 
Mstep: Class 68 contains 4215 members 
Mstep: Class 69 contains 7641 members 
Mstep: Class 70 contains 4607 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7201 members 
Mstep: Class 73 contains 4796 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17549 members 
Mstep: Class 76 contains 20724 members 
Mstep: Class 77 contains 2231 members 
Mstep: Class 78 contains 5367 members 
Mstep: Class 79 contains 46272 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2275 members 
Mstep: Class 83 contains 13216 members 
Mstep: Class 84 contains 1777 members 
Mstep: Class 85 contains 6035 members 
Mstep: Class 86 contains 6596 members 
Mstep: Class 87 contains 5343 members 
Mstep: Class 88 contains 838 members 
Mstep: Class 89 contains 5300 members 
Mstep: Class 90 contains 8453 members 
Mstep: Class 91 contains 3750 members 
Mstep: Class 92 contains 5764 members 
Mstep: Class 93 contains 1889 members 
Mstep: Class 94 contains 49772 members 
Mstep: Class 96 contains 4067 members 
Mstep: Class 97 contains 1395 members 
Mstep: Class 98 contains 3116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212281872.000000 Penalty: 348529.687500
Iteration 165Q: 98 clusters Score -2.122819e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 31200 members 
Mstep: Class 4 contains 11936 members 
Mstep: Class 5 contains 14049 members 
Mstep: Class 6 contains 63830 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76672 members 
Mstep: Class 9 contains 248141 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 173017 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 130753 members 
Mstep: Class 15 contains 35727 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 61098 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12621 members 
Mstep: Class 23 contains 16518 members 
Mstep: Class 24 contains 34130 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 28080 members 
Mstep: Class 27 contains 2783 members 
Mstep: Class 28 contains 14647 members 
Mstep: Class 29 contains 14938 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 5646 members 
Mstep: Class 33 contains 30747 members 
Mstep: Class 34 contains 12500 members 
Mstep: Class 35 contains 10860 members 
Mstep: Class 36 contains 31432 members 
Mstep: Class 37 contains 29255 members 
Mstep: Class 38 contains 17066 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 55355 members 
Mstep: Class 44 contains 38348 members 
Mstep: Class 45 contains 5851 members 
Mstep: Class 46 contains 38937 members 
Mstep: Class 47 contains 10009 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11496 members 
Mstep: Class 50 contains 20792 members 
Mstep: Class 51 contains 16587 members 
Mstep: Class 52 contains 3840 members 
Mstep: Class 53 contains 8587 members 
Mstep: Class 54 contains 7255 members 
Mstep: Class 55 contains 33438 members 
Mstep: Class 56 contains 914 members 
Mstep: Class 57 contains 3853 members 
Mstep: Class 58 contains 47497 members 
Mstep: Class 59 contains 3799 members 
Mstep: Class 60 contains 12388 members 
Mstep: Class 61 contains 12702 members 
Mstep: Class 62 contains 3163 members 
Mstep: Class 63 contains 8472 members 
Mstep: Class 64 contains 5973 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 6942 members 
Mstep: Class 67 contains 4843 members 
Mstep: Class 68 contains 4257 members 
Mstep: Class 69 contains 7631 members 
Mstep: Class 70 contains 4610 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4814 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17552 members 
Mstep: Class 76 contains 20763 members 
Mstep: Class 77 contains 2217 members 
Mstep: Class 78 contains 5379 members 
Mstep: Class 79 contains 46195 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2278 members 
Mstep: Class 83 contains 13219 members 
Mstep: Class 84 contains 1773 members 
Mstep: Class 85 contains 6036 members 
Mstep: Class 86 contains 6601 members 
Mstep: Class 87 contains 5333 members 
Mstep: Class 88 contains 833 members 
Mstep: Class 89 contains 5300 members 
Mstep: Class 90 contains 8450 members 
Mstep: Class 91 contains 3746 members 
Mstep: Class 92 contains 5826 members 
Mstep: Class 93 contains 1892 members 
Mstep: Class 94 contains 49889 members 
Mstep: Class 96 contains 4102 members 
Mstep: Class 97 contains 1419 members 
Mstep: Class 98 contains 3125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212282896.000000 Penalty: 348529.687500
Iteration 166Q: 98 clusters Score -2.122829e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143912 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 31197 members 
Mstep: Class 4 contains 11936 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 63823 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76563 members 
Mstep: Class 9 contains 248166 members 
Mstep: Class 10 contains 9929 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 172892 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 130871 members 
Mstep: Class 15 contains 35735 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 60948 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 16517 members 
Mstep: Class 24 contains 34099 members 
Mstep: Class 25 contains 5496 members 
Mstep: Class 26 contains 28080 members 
Mstep: Class 27 contains 2783 members 
Mstep: Class 28 contains 14567 members 
Mstep: Class 29 contains 14940 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 5644 members 
Mstep: Class 33 contains 30742 members 
Mstep: Class 34 contains 12500 members 
Mstep: Class 35 contains 10853 members 
Mstep: Class 36 contains 31411 members 
Mstep: Class 37 contains 29249 members 
Mstep: Class 38 contains 17063 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 55319 members 
Mstep: Class 44 contains 38350 members 
Mstep: Class 45 contains 5854 members 
Mstep: Class 46 contains 39299 members 
Mstep: Class 47 contains 10012 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11503 members 
Mstep: Class 50 contains 20787 members 
Mstep: Class 51 contains 16584 members 
Mstep: Class 52 contains 3847 members 
Mstep: Class 53 contains 8587 members 
Mstep: Class 54 contains 7230 members 
Mstep: Class 55 contains 33398 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3856 members 
Mstep: Class 58 contains 47506 members 
Mstep: Class 59 contains 3780 members 
Mstep: Class 60 contains 12367 members 
Mstep: Class 61 contains 12693 members 
Mstep: Class 62 contains 3195 members 
Mstep: Class 63 contains 8481 members 
Mstep: Class 64 contains 5945 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 6985 members 
Mstep: Class 67 contains 4844 members 
Mstep: Class 68 contains 4290 members 
Mstep: Class 69 contains 7622 members 
Mstep: Class 70 contains 4611 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4817 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17557 members 
Mstep: Class 76 contains 20800 members 
Mstep: Class 77 contains 2195 members 
Mstep: Class 78 contains 5396 members 
Mstep: Class 79 contains 46129 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2277 members 
Mstep: Class 83 contains 13223 members 
Mstep: Class 84 contains 1770 members 
Mstep: Class 85 contains 6036 members 
Mstep: Class 86 contains 6606 members 
Mstep: Class 87 contains 5324 members 
Mstep: Class 88 contains 832 members 
Mstep: Class 89 contains 5301 members 
Mstep: Class 90 contains 8448 members 
Mstep: Class 91 contains 3741 members 
Mstep: Class 92 contains 5861 members 
Mstep: Class 93 contains 1894 members 
Mstep: Class 94 contains 50019 members 
Mstep: Class 96 contains 4140 members 
Mstep: Class 97 contains 1430 members 
Mstep: Class 98 contains 3130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283040.000000 Penalty: 348529.687500
Iteration 167Q: 98 clusters Score -2.12283e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 9772 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63807 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76501 members 
Mstep: Class 9 contains 248197 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 172760 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 130953 members 
Mstep: Class 15 contains 35743 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 7691 members 
Mstep: Class 19 contains 60820 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12613 members 
Mstep: Class 23 contains 16519 members 
Mstep: Class 24 contains 34071 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28075 members 
Mstep: Class 27 contains 2788 members 
Mstep: Class 28 contains 14507 members 
Mstep: Class 29 contains 14942 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 5644 members 
Mstep: Class 33 contains 30748 members 
Mstep: Class 34 contains 12499 members 
Mstep: Class 35 contains 10851 members 
Mstep: Class 36 contains 31392 members 
Mstep: Class 37 contains 29245 members 
Mstep: Class 38 contains 17054 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 55296 members 
Mstep: Class 44 contains 38351 members 
Mstep: Class 45 contains 5856 members 
Mstep: Class 46 contains 39591 members 
Mstep: Class 47 contains 10008 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11514 members 
Mstep: Class 50 contains 20774 members 
Mstep: Class 51 contains 16582 members 
Mstep: Class 52 contains 3854 members 
Mstep: Class 53 contains 8586 members 
Mstep: Class 54 contains 7211 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3861 members 
Mstep: Class 58 contains 47520 members 
Mstep: Class 59 contains 3760 members 
Mstep: Class 60 contains 12342 members 
Mstep: Class 61 contains 12689 members 
Mstep: Class 62 contains 3220 members 
Mstep: Class 63 contains 8480 members 
Mstep: Class 64 contains 5930 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7022 members 
Mstep: Class 67 contains 4845 members 
Mstep: Class 68 contains 4308 members 
Mstep: Class 69 contains 7613 members 
Mstep: Class 70 contains 4621 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4815 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17560 members 
Mstep: Class 76 contains 20829 members 
Mstep: Class 77 contains 2172 members 
Mstep: Class 78 contains 5407 members 
Mstep: Class 79 contains 46068 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2277 members 
Mstep: Class 83 contains 13222 members 
Mstep: Class 84 contains 1768 members 
Mstep: Class 85 contains 6038 members 
Mstep: Class 86 contains 6612 members 
Mstep: Class 87 contains 5317 members 
Mstep: Class 88 contains 835 members 
Mstep: Class 89 contains 5301 members 
Mstep: Class 90 contains 8446 members 
Mstep: Class 91 contains 3739 members 
Mstep: Class 92 contains 5906 members 
Mstep: Class 93 contains 1894 members 
Mstep: Class 94 contains 50132 members 
Mstep: Class 96 contains 4170 members 
Mstep: Class 97 contains 1438 members 
Mstep: Class 98 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283280.000000 Penalty: 348529.687500
Iteration 168Q: 98 clusters Score -2.122833e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 63800 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76482 members 
Mstep: Class 9 contains 248222 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 172643 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 131006 members 
Mstep: Class 15 contains 35741 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 60741 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 16522 members 
Mstep: Class 24 contains 34035 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 14454 members 
Mstep: Class 29 contains 14943 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 5645 members 
Mstep: Class 33 contains 30745 members 
Mstep: Class 34 contains 12492 members 
Mstep: Class 35 contains 10837 members 
Mstep: Class 36 contains 31375 members 
Mstep: Class 37 contains 29241 members 
Mstep: Class 38 contains 17052 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 55279 members 
Mstep: Class 44 contains 38353 members 
Mstep: Class 45 contains 5857 members 
Mstep: Class 46 contains 39824 members 
Mstep: Class 47 contains 9997 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11518 members 
Mstep: Class 50 contains 20762 members 
Mstep: Class 51 contains 16580 members 
Mstep: Class 52 contains 3857 members 
Mstep: Class 53 contains 8586 members 
Mstep: Class 54 contains 7205 members 
Mstep: Class 55 contains 33372 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3863 members 
Mstep: Class 58 contains 47526 members 
Mstep: Class 59 contains 3742 members 
Mstep: Class 60 contains 12310 members 
Mstep: Class 61 contains 12687 members 
Mstep: Class 62 contains 3246 members 
Mstep: Class 63 contains 8481 members 
Mstep: Class 64 contains 5924 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7042 members 
Mstep: Class 67 contains 4844 members 
Mstep: Class 68 contains 4319 members 
Mstep: Class 69 contains 7613 members 
Mstep: Class 70 contains 4626 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4816 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17560 members 
Mstep: Class 76 contains 20864 members 
Mstep: Class 77 contains 2149 members 
Mstep: Class 78 contains 5419 members 
Mstep: Class 79 contains 46015 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2278 members 
Mstep: Class 83 contains 13223 members 
Mstep: Class 84 contains 1768 members 
Mstep: Class 85 contains 6039 members 
Mstep: Class 86 contains 6615 members 
Mstep: Class 87 contains 5313 members 
Mstep: Class 88 contains 837 members 
Mstep: Class 89 contains 5301 members 
Mstep: Class 90 contains 8444 members 
Mstep: Class 91 contains 3744 members 
Mstep: Class 92 contains 5947 members 
Mstep: Class 93 contains 1894 members 
Mstep: Class 94 contains 50218 members 
Mstep: Class 96 contains 4189 members 
Mstep: Class 97 contains 1446 members 
Mstep: Class 98 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212282896.000000 Penalty: 348529.687500
Iteration 169Q: 98 clusters Score -2.122829e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143699 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 31194 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 63789 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 76471 members 
Mstep: Class 9 contains 248244 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 3563 members 
Mstep: Class 12 contains 172559 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 131039 members 
Mstep: Class 15 contains 35733 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 60675 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12615 members 
Mstep: Class 23 contains 16523 members 
Mstep: Class 24 contains 33997 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28071 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 14395 members 
Mstep: Class 29 contains 14943 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 5645 members 
Mstep: Class 33 contains 30749 members 
Mstep: Class 34 contains 12488 members 
Mstep: Class 35 contains 10830 members 
Mstep: Class 36 contains 31363 members 
Mstep: Class 37 contains 29226 members 
Mstep: Class 38 contains 17051 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10368 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 55264 members 
Mstep: Class 44 contains 38356 members 
Mstep: Class 45 contains 5855 members 
Mstep: Class 46 contains 40029 members 
Mstep: Class 47 contains 10000 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11521 members 
Mstep: Class 50 contains 20751 members 
Mstep: Class 51 contains 16580 members 
Mstep: Class 52 contains 3863 members 
Mstep: Class 53 contains 8586 members 
Mstep: Class 54 contains 7200 members 
Mstep: Class 55 contains 33370 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3863 members 
Mstep: Class 58 contains 47527 members 
Mstep: Class 59 contains 3725 members 
Mstep: Class 60 contains 12278 members 
Mstep: Class 61 contains 12686 members 
Mstep: Class 62 contains 3277 members 
Mstep: Class 63 contains 8486 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7060 members 
Mstep: Class 67 contains 4844 members 
Mstep: Class 68 contains 4340 members 
Mstep: Class 69 contains 7610 members 
Mstep: Class 70 contains 4623 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4817 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17563 members 
Mstep: Class 76 contains 20896 members 
Mstep: Class 77 contains 2129 members 
Mstep: Class 78 contains 5427 members 
Mstep: Class 79 contains 45974 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13224 members 
Mstep: Class 84 contains 1767 members 
Mstep: Class 85 contains 6041 members 
Mstep: Class 86 contains 6621 members 
Mstep: Class 87 contains 5307 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5302 members 
Mstep: Class 90 contains 8440 members 
Mstep: Class 91 contains 3744 members 
Mstep: Class 92 contains 5978 members 
Mstep: Class 93 contains 1895 members 
Mstep: Class 94 contains 50293 members 
Mstep: Class 96 contains 4208 members 
Mstep: Class 97 contains 1449 members 
Mstep: Class 98 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283040.000000 Penalty: 348529.687500
Iteration 170Q: 98 clusters Score -2.12283e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 31193 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63783 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 76474 members 
Mstep: Class 9 contains 248262 members 
Mstep: Class 10 contains 9929 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 172486 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 131070 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 60618 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12613 members 
Mstep: Class 23 contains 16525 members 
Mstep: Class 24 contains 33965 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28073 members 
Mstep: Class 27 contains 2805 members 
Mstep: Class 28 contains 14345 members 
Mstep: Class 29 contains 14946 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5643 members 
Mstep: Class 33 contains 30749 members 
Mstep: Class 34 contains 12478 members 
Mstep: Class 35 contains 10824 members 
Mstep: Class 36 contains 31364 members 
Mstep: Class 37 contains 29215 members 
Mstep: Class 38 contains 17045 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 55243 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5851 members 
Mstep: Class 46 contains 40201 members 
Mstep: Class 47 contains 9997 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11530 members 
Mstep: Class 50 contains 20741 members 
Mstep: Class 51 contains 16581 members 
Mstep: Class 52 contains 3870 members 
Mstep: Class 53 contains 8585 members 
Mstep: Class 54 contains 7197 members 
Mstep: Class 55 contains 33364 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3861 members 
Mstep: Class 58 contains 47527 members 
Mstep: Class 59 contains 3718 members 
Mstep: Class 60 contains 12252 members 
Mstep: Class 61 contains 12681 members 
Mstep: Class 62 contains 3302 members 
Mstep: Class 63 contains 8491 members 
Mstep: Class 64 contains 5874 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7074 members 
Mstep: Class 67 contains 4845 members 
Mstep: Class 68 contains 4355 members 
Mstep: Class 69 contains 7604 members 
Mstep: Class 70 contains 4622 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7196 members 
Mstep: Class 73 contains 4820 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17562 members 
Mstep: Class 76 contains 20922 members 
Mstep: Class 77 contains 2116 members 
Mstep: Class 78 contains 5425 members 
Mstep: Class 79 contains 45939 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 1764 members 
Mstep: Class 85 contains 6046 members 
Mstep: Class 86 contains 6626 members 
Mstep: Class 87 contains 5295 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5306 members 
Mstep: Class 90 contains 8436 members 
Mstep: Class 91 contains 3742 members 
Mstep: Class 92 contains 6001 members 
Mstep: Class 93 contains 1896 members 
Mstep: Class 94 contains 50355 members 
Mstep: Class 96 contains 4233 members 
Mstep: Class 97 contains 1448 members 
Mstep: Class 98 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283408.000000 Penalty: 348529.687500
Iteration 171Q: 98 clusters Score -2.122834e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63777 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 76473 members 
Mstep: Class 9 contains 248277 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 172406 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 131099 members 
Mstep: Class 15 contains 35738 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 19 contains 60571 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 16527 members 
Mstep: Class 24 contains 33939 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28071 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 14292 members 
Mstep: Class 29 contains 14951 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 5641 members 
Mstep: Class 33 contains 30752 members 
Mstep: Class 34 contains 12470 members 
Mstep: Class 35 contains 10829 members 
Mstep: Class 36 contains 31354 members 
Mstep: Class 37 contains 29205 members 
Mstep: Class 38 contains 17041 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 55213 members 
Mstep: Class 44 contains 38364 members 
Mstep: Class 45 contains 5856 members 
Mstep: Class 46 contains 40355 members 
Mstep: Class 47 contains 10001 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11548 members 
Mstep: Class 50 contains 20734 members 
Mstep: Class 51 contains 16576 members 
Mstep: Class 52 contains 3875 members 
Mstep: Class 53 contains 8583 members 
Mstep: Class 54 contains 7199 members 
Mstep: Class 55 contains 33374 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 47534 members 
Mstep: Class 59 contains 3704 members 
Mstep: Class 60 contains 12225 members 
Mstep: Class 61 contains 12675 members 
Mstep: Class 62 contains 3318 members 
Mstep: Class 63 contains 8491 members 
Mstep: Class 64 contains 5857 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7090 members 
Mstep: Class 67 contains 4844 members 
Mstep: Class 68 contains 4362 members 
Mstep: Class 69 contains 7596 members 
Mstep: Class 70 contains 4625 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4817 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17562 members 
Mstep: Class 76 contains 20950 members 
Mstep: Class 77 contains 2100 members 
Mstep: Class 78 contains 5434 members 
Mstep: Class 79 contains 45915 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 1762 members 
Mstep: Class 85 contains 6051 members 
Mstep: Class 86 contains 6630 members 
Mstep: Class 87 contains 5288 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5309 members 
Mstep: Class 90 contains 8427 members 
Mstep: Class 91 contains 3743 members 
Mstep: Class 92 contains 6027 members 
Mstep: Class 93 contains 1899 members 
Mstep: Class 94 contains 50402 members 
Mstep: Class 96 contains 4252 members 
Mstep: Class 97 contains 1448 members 
Mstep: Class 98 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283376.000000 Penalty: 348529.687500
Iteration 172Q: 98 clusters Score -2.122834e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 11948 members 
Mstep: Class 5 contains 14031 members 
Mstep: Class 6 contains 63772 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 76497 members 
Mstep: Class 9 contains 248294 members 
Mstep: Class 10 contains 9921 members 
Mstep: Class 11 contains 3533 members 
Mstep: Class 12 contains 172331 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 131113 members 
Mstep: Class 15 contains 35742 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 60526 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 16528 members 
Mstep: Class 24 contains 33914 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 2818 members 
Mstep: Class 28 contains 14253 members 
Mstep: Class 29 contains 14953 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5641 members 
Mstep: Class 33 contains 30751 members 
Mstep: Class 34 contains 12461 members 
Mstep: Class 35 contains 10833 members 
Mstep: Class 36 contains 31353 members 
Mstep: Class 37 contains 29199 members 
Mstep: Class 38 contains 17037 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 55183 members 
Mstep: Class 44 contains 38365 members 
Mstep: Class 45 contains 5858 members 
Mstep: Class 46 contains 40492 members 
Mstep: Class 47 contains 9994 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11563 members 
Mstep: Class 50 contains 20729 members 
Mstep: Class 51 contains 16573 members 
Mstep: Class 52 contains 3877 members 
Mstep: Class 53 contains 8584 members 
Mstep: Class 54 contains 7199 members 
Mstep: Class 55 contains 33378 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3857 members 
Mstep: Class 58 contains 47534 members 
Mstep: Class 59 contains 3697 members 
Mstep: Class 60 contains 12203 members 
Mstep: Class 61 contains 12672 members 
Mstep: Class 62 contains 3330 members 
Mstep: Class 63 contains 8492 members 
Mstep: Class 64 contains 5841 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7104 members 
Mstep: Class 67 contains 4842 members 
Mstep: Class 68 contains 4367 members 
Mstep: Class 69 contains 7594 members 
Mstep: Class 70 contains 4633 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7193 members 
Mstep: Class 73 contains 4824 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17563 members 
Mstep: Class 76 contains 20984 members 
Mstep: Class 77 contains 2083 members 
Mstep: Class 78 contains 5441 members 
Mstep: Class 79 contains 45878 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13226 members 
Mstep: Class 84 contains 1764 members 
Mstep: Class 85 contains 6057 members 
Mstep: Class 86 contains 6632 members 
Mstep: Class 87 contains 5284 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5313 members 
Mstep: Class 90 contains 8420 members 
Mstep: Class 91 contains 3746 members 
Mstep: Class 92 contains 6047 members 
Mstep: Class 93 contains 1902 members 
Mstep: Class 94 contains 50444 members 
Mstep: Class 96 contains 4270 members 
Mstep: Class 97 contains 1448 members 
Mstep: Class 98 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283248.000000 Penalty: 348529.687500
Iteration 173Q: 98 clusters Score -2.122832e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 63766 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76519 members 
Mstep: Class 9 contains 248311 members 
Mstep: Class 10 contains 9919 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 172257 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 131145 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 10167 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 60472 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 16528 members 
Mstep: Class 24 contains 33890 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 14208 members 
Mstep: Class 29 contains 14958 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 5632 members 
Mstep: Class 33 contains 30750 members 
Mstep: Class 34 contains 12456 members 
Mstep: Class 35 contains 10831 members 
Mstep: Class 36 contains 31358 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 17037 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 55150 members 
Mstep: Class 44 contains 38367 members 
Mstep: Class 45 contains 5858 members 
Mstep: Class 46 contains 40607 members 
Mstep: Class 47 contains 9991 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11571 members 
Mstep: Class 50 contains 20731 members 
Mstep: Class 51 contains 16565 members 
Mstep: Class 52 contains 3879 members 
Mstep: Class 53 contains 8584 members 
Mstep: Class 54 contains 7195 members 
Mstep: Class 55 contains 33379 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3856 members 
Mstep: Class 58 contains 47537 members 
Mstep: Class 59 contains 3693 members 
Mstep: Class 60 contains 12196 members 
Mstep: Class 61 contains 12671 members 
Mstep: Class 62 contains 3329 members 
Mstep: Class 63 contains 8496 members 
Mstep: Class 64 contains 5822 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7127 members 
Mstep: Class 67 contains 4842 members 
Mstep: Class 68 contains 4369 members 
Mstep: Class 69 contains 7589 members 
Mstep: Class 70 contains 4637 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7196 members 
Mstep: Class 73 contains 4828 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17565 members 
Mstep: Class 76 contains 21013 members 
Mstep: Class 77 contains 2069 members 
Mstep: Class 78 contains 5446 members 
Mstep: Class 79 contains 45841 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13228 members 
Mstep: Class 84 contains 1761 members 
Mstep: Class 85 contains 6060 members 
Mstep: Class 86 contains 6633 members 
Mstep: Class 87 contains 5281 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5315 members 
Mstep: Class 90 contains 8425 members 
Mstep: Class 91 contains 3749 members 
Mstep: Class 92 contains 6065 members 
Mstep: Class 93 contains 1903 members 
Mstep: Class 94 contains 50493 members 
Mstep: Class 96 contains 4280 members 
Mstep: Class 97 contains 1447 members 
Mstep: Class 98 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283616.000000 Penalty: 348529.687500
Iteration 174Q: 98 clusters Score -2.122836e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143591 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 14032 members 
Mstep: Class 6 contains 63763 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76540 members 
Mstep: Class 9 contains 248326 members 
Mstep: Class 10 contains 9918 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 172190 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 131162 members 
Mstep: Class 15 contains 35754 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 60437 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 16528 members 
Mstep: Class 24 contains 33867 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 14160 members 
Mstep: Class 29 contains 14965 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5636 members 
Mstep: Class 33 contains 30748 members 
Mstep: Class 34 contains 12451 members 
Mstep: Class 35 contains 10824 members 
Mstep: Class 36 contains 31353 members 
Mstep: Class 37 contains 29190 members 
Mstep: Class 38 contains 17034 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 55126 members 
Mstep: Class 44 contains 38367 members 
Mstep: Class 45 contains 5862 members 
Mstep: Class 46 contains 40695 members 
Mstep: Class 47 contains 9995 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11582 members 
Mstep: Class 50 contains 20730 members 
Mstep: Class 51 contains 16557 members 
Mstep: Class 52 contains 3881 members 
Mstep: Class 53 contains 8585 members 
Mstep: Class 54 contains 7191 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3857 members 
Mstep: Class 58 contains 47541 members 
Mstep: Class 59 contains 3685 members 
Mstep: Class 60 contains 12201 members 
Mstep: Class 61 contains 12668 members 
Mstep: Class 62 contains 3331 members 
Mstep: Class 63 contains 8501 members 
Mstep: Class 64 contains 5804 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7141 members 
Mstep: Class 67 contains 4842 members 
Mstep: Class 68 contains 4371 members 
Mstep: Class 69 contains 7588 members 
Mstep: Class 70 contains 4638 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4839 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17572 members 
Mstep: Class 76 contains 21032 members 
Mstep: Class 77 contains 2057 members 
Mstep: Class 78 contains 5454 members 
Mstep: Class 79 contains 45810 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13235 members 
Mstep: Class 84 contains 1761 members 
Mstep: Class 85 contains 6058 members 
Mstep: Class 86 contains 6637 members 
Mstep: Class 87 contains 5277 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8423 members 
Mstep: Class 91 contains 3752 members 
Mstep: Class 92 contains 6084 members 
Mstep: Class 93 contains 1904 members 
Mstep: Class 94 contains 50526 members 
Mstep: Class 96 contains 4289 members 
Mstep: Class 97 contains 1448 members 
Mstep: Class 98 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283200.000000 Penalty: 348529.687500
Iteration 175Q: 98 clusters Score -2.122832e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 14031 members 
Mstep: Class 6 contains 63761 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76548 members 
Mstep: Class 9 contains 248347 members 
Mstep: Class 10 contains 9916 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 172126 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 131180 members 
Mstep: Class 15 contains 35755 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 60400 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 16527 members 
Mstep: Class 24 contains 33841 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28069 members 
Mstep: Class 27 contains 2852 members 
Mstep: Class 28 contains 14117 members 
Mstep: Class 29 contains 14969 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 5631 members 
Mstep: Class 33 contains 30746 members 
Mstep: Class 34 contains 12442 members 
Mstep: Class 35 contains 10824 members 
Mstep: Class 36 contains 31345 members 
Mstep: Class 37 contains 29188 members 
Mstep: Class 38 contains 17031 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 55103 members 
Mstep: Class 44 contains 38366 members 
Mstep: Class 45 contains 5870 members 
Mstep: Class 46 contains 40778 members 
Mstep: Class 47 contains 9999 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11589 members 
Mstep: Class 50 contains 20728 members 
Mstep: Class 51 contains 16555 members 
Mstep: Class 52 contains 3884 members 
Mstep: Class 53 contains 8586 members 
Mstep: Class 54 contains 7193 members 
Mstep: Class 55 contains 33393 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3856 members 
Mstep: Class 58 contains 47543 members 
Mstep: Class 59 contains 3678 members 
Mstep: Class 60 contains 12219 members 
Mstep: Class 61 contains 12663 members 
Mstep: Class 62 contains 3332 members 
Mstep: Class 63 contains 8500 members 
Mstep: Class 64 contains 5781 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7150 members 
Mstep: Class 67 contains 4841 members 
Mstep: Class 68 contains 4374 members 
Mstep: Class 69 contains 7587 members 
Mstep: Class 70 contains 4644 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4844 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17573 members 
Mstep: Class 76 contains 21053 members 
Mstep: Class 77 contains 2039 members 
Mstep: Class 78 contains 5457 members 
Mstep: Class 79 contains 45786 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13238 members 
Mstep: Class 84 contains 1762 members 
Mstep: Class 85 contains 6058 members 
Mstep: Class 86 contains 6641 members 
Mstep: Class 87 contains 5274 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8433 members 
Mstep: Class 91 contains 3753 members 
Mstep: Class 92 contains 6097 members 
Mstep: Class 93 contains 1905 members 
Mstep: Class 94 contains 50556 members 
Mstep: Class 96 contains 4301 members 
Mstep: Class 97 contains 1450 members 
Mstep: Class 98 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283328.000000 Penalty: 348529.687500
Iteration 176Q: 98 clusters Score -2.122833e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 31191 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 63755 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76563 members 
Mstep: Class 9 contains 248356 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 172072 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 131197 members 
Mstep: Class 15 contains 35754 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7777 members 
Mstep: Class 19 contains 60369 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 16529 members 
Mstep: Class 24 contains 33805 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 2864 members 
Mstep: Class 28 contains 14089 members 
Mstep: Class 29 contains 14970 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 2810 members 
Mstep: Class 32 contains 5627 members 
Mstep: Class 33 contains 30746 members 
Mstep: Class 34 contains 12436 members 
Mstep: Class 35 contains 10822 members 
Mstep: Class 36 contains 31334 members 
Mstep: Class 37 contains 29188 members 
Mstep: Class 38 contains 17025 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 55087 members 
Mstep: Class 44 contains 38364 members 
Mstep: Class 45 contains 5870 members 
Mstep: Class 46 contains 40858 members 
Mstep: Class 47 contains 9999 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11593 members 
Mstep: Class 50 contains 20726 members 
Mstep: Class 51 contains 16554 members 
Mstep: Class 52 contains 3885 members 
Mstep: Class 53 contains 8588 members 
Mstep: Class 54 contains 7195 members 
Mstep: Class 55 contains 33400 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3855 members 
Mstep: Class 58 contains 47543 members 
Mstep: Class 59 contains 3674 members 
Mstep: Class 60 contains 12223 members 
Mstep: Class 61 contains 12663 members 
Mstep: Class 62 contains 3333 members 
Mstep: Class 63 contains 8499 members 
Mstep: Class 64 contains 5767 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7166 members 
Mstep: Class 67 contains 4841 members 
Mstep: Class 68 contains 4381 members 
Mstep: Class 69 contains 7586 members 
Mstep: Class 70 contains 4648 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4848 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17572 members 
Mstep: Class 76 contains 21076 members 
Mstep: Class 77 contains 2026 members 
Mstep: Class 78 contains 5470 members 
Mstep: Class 79 contains 45760 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13241 members 
Mstep: Class 84 contains 1761 members 
Mstep: Class 85 contains 6057 members 
Mstep: Class 86 contains 6643 members 
Mstep: Class 87 contains 5272 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8431 members 
Mstep: Class 91 contains 3760 members 
Mstep: Class 92 contains 6115 members 
Mstep: Class 93 contains 1905 members 
Mstep: Class 94 contains 50574 members 
Mstep: Class 96 contains 4312 members 
Mstep: Class 97 contains 1453 members 
Mstep: Class 98 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283600.000000 Penalty: 348529.687500
Iteration 177Q: 98 clusters Score -2.122836e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 63747 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76569 members 
Mstep: Class 9 contains 248373 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 172012 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 131208 members 
Mstep: Class 15 contains 35753 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7777 members 
Mstep: Class 19 contains 60342 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 12614 members 
Mstep: Class 23 contains 16529 members 
Mstep: Class 24 contains 33781 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 28073 members 
Mstep: Class 27 contains 2883 members 
Mstep: Class 28 contains 14063 members 
Mstep: Class 29 contains 14969 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 2812 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 30754 members 
Mstep: Class 34 contains 12434 members 
Mstep: Class 35 contains 10820 members 
Mstep: Class 36 contains 31331 members 
Mstep: Class 37 contains 29185 members 
Mstep: Class 38 contains 17023 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 55054 members 
Mstep: Class 44 contains 38362 members 
Mstep: Class 45 contains 5869 members 
Mstep: Class 46 contains 40926 members 
Mstep: Class 47 contains 10000 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11602 members 
Mstep: Class 50 contains 20725 members 
Mstep: Class 51 contains 16555 members 
Mstep: Class 52 contains 3887 members 
Mstep: Class 53 contains 8589 members 
Mstep: Class 54 contains 7193 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3855 members 
Mstep: Class 58 contains 47538 members 
Mstep: Class 59 contains 3665 members 
Mstep: Class 60 contains 12230 members 
Mstep: Class 61 contains 12662 members 
Mstep: Class 62 contains 3331 members 
Mstep: Class 63 contains 8498 members 
Mstep: Class 64 contains 5752 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7180 members 
Mstep: Class 67 contains 4841 members 
Mstep: Class 68 contains 4386 members 
Mstep: Class 69 contains 7581 members 
Mstep: Class 70 contains 4652 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4848 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17572 members 
Mstep: Class 76 contains 21100 members 
Mstep: Class 77 contains 2011 members 
Mstep: Class 78 contains 5480 members 
Mstep: Class 79 contains 45743 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13247 members 
Mstep: Class 84 contains 1759 members 
Mstep: Class 85 contains 6055 members 
Mstep: Class 86 contains 6646 members 
Mstep: Class 87 contains 5268 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8436 members 
Mstep: Class 91 contains 3761 members 
Mstep: Class 92 contains 6129 members 
Mstep: Class 93 contains 1904 members 
Mstep: Class 94 contains 50587 members 
Mstep: Class 96 contains 4323 members 
Mstep: Class 97 contains 1455 members 
Mstep: Class 98 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283696.000000 Penalty: 348529.687500
Iteration 178Q: 98 clusters Score -2.122837e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143553 members 
Mstep: Class 2 contains 9749 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 11970 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63747 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76574 members 
Mstep: Class 9 contains 248390 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 171957 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 131206 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7780 members 
Mstep: Class 19 contains 60316 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12611 members 
Mstep: Class 23 contains 16529 members 
Mstep: Class 24 contains 33749 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28075 members 
Mstep: Class 27 contains 2892 members 
Mstep: Class 28 contains 14039 members 
Mstep: Class 29 contains 14973 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 5623 members 
Mstep: Class 33 contains 30757 members 
Mstep: Class 34 contains 12430 members 
Mstep: Class 35 contains 10820 members 
Mstep: Class 36 contains 31317 members 
Mstep: Class 37 contains 29181 members 
Mstep: Class 38 contains 17022 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 55024 members 
Mstep: Class 44 contains 38360 members 
Mstep: Class 45 contains 5872 members 
Mstep: Class 46 contains 40996 members 
Mstep: Class 47 contains 10000 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11617 members 
Mstep: Class 50 contains 20726 members 
Mstep: Class 51 contains 16554 members 
Mstep: Class 52 contains 3890 members 
Mstep: Class 53 contains 8588 members 
Mstep: Class 54 contains 7182 members 
Mstep: Class 55 contains 33402 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3855 members 
Mstep: Class 58 contains 47533 members 
Mstep: Class 59 contains 3665 members 
Mstep: Class 60 contains 12236 members 
Mstep: Class 61 contains 12657 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 8502 members 
Mstep: Class 64 contains 5743 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7187 members 
Mstep: Class 67 contains 4841 members 
Mstep: Class 68 contains 4391 members 
Mstep: Class 69 contains 7580 members 
Mstep: Class 70 contains 4658 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4857 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17572 members 
Mstep: Class 76 contains 21132 members 
Mstep: Class 77 contains 1995 members 
Mstep: Class 78 contains 5490 members 
Mstep: Class 79 contains 45728 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13246 members 
Mstep: Class 84 contains 1756 members 
Mstep: Class 85 contains 6056 members 
Mstep: Class 86 contains 6647 members 
Mstep: Class 87 contains 5263 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8445 members 
Mstep: Class 91 contains 3761 members 
Mstep: Class 92 contains 6137 members 
Mstep: Class 93 contains 1904 members 
Mstep: Class 94 contains 50605 members 
Mstep: Class 96 contains 4335 members 
Mstep: Class 97 contains 1460 members 
Mstep: Class 98 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283904.000000 Penalty: 348529.687500
Iteration 179Q: 98 clusters Score -2.122839e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 11970 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 63743 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76585 members 
Mstep: Class 9 contains 248421 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 171923 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 131214 members 
Mstep: Class 15 contains 35759 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 10166 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 60272 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12610 members 
Mstep: Class 23 contains 16528 members 
Mstep: Class 24 contains 33722 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28076 members 
Mstep: Class 27 contains 2905 members 
Mstep: Class 28 contains 14009 members 
Mstep: Class 29 contains 14975 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 12430 members 
Mstep: Class 35 contains 10819 members 
Mstep: Class 36 contains 31304 members 
Mstep: Class 37 contains 29178 members 
Mstep: Class 38 contains 17022 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54997 members 
Mstep: Class 44 contains 38363 members 
Mstep: Class 45 contains 5876 members 
Mstep: Class 46 contains 41059 members 
Mstep: Class 47 contains 9996 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11627 members 
Mstep: Class 50 contains 20726 members 
Mstep: Class 51 contains 16555 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8590 members 
Mstep: Class 54 contains 7174 members 
Mstep: Class 55 contains 33403 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3856 members 
Mstep: Class 58 contains 47533 members 
Mstep: Class 59 contains 3665 members 
Mstep: Class 60 contains 12236 members 
Mstep: Class 61 contains 12655 members 
Mstep: Class 62 contains 3330 members 
Mstep: Class 63 contains 8504 members 
Mstep: Class 64 contains 5742 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7200 members 
Mstep: Class 67 contains 4840 members 
Mstep: Class 68 contains 4394 members 
Mstep: Class 69 contains 7575 members 
Mstep: Class 70 contains 4669 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4861 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17572 members 
Mstep: Class 76 contains 21154 members 
Mstep: Class 77 contains 1973 members 
Mstep: Class 78 contains 5497 members 
Mstep: Class 79 contains 45713 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13244 members 
Mstep: Class 84 contains 1758 members 
Mstep: Class 85 contains 6056 members 
Mstep: Class 86 contains 6649 members 
Mstep: Class 87 contains 5260 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8452 members 
Mstep: Class 91 contains 3762 members 
Mstep: Class 92 contains 6135 members 
Mstep: Class 93 contains 1904 members 
Mstep: Class 94 contains 50624 members 
Mstep: Class 96 contains 4341 members 
Mstep: Class 97 contains 1462 members 
Mstep: Class 98 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212283936.000000 Penalty: 348529.687500
Iteration 180F: 98 clusters Score -2.122839e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 11971 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63738 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 76596 members 
Mstep: Class 9 contains 248440 members 
Mstep: Class 10 contains 9914 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171893 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 131216 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 60243 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33697 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28078 members 
Mstep: Class 27 contains 2915 members 
Mstep: Class 28 contains 13986 members 
Mstep: Class 29 contains 14978 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 5609 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 12428 members 
Mstep: Class 35 contains 10822 members 
Mstep: Class 36 contains 31286 members 
Mstep: Class 37 contains 29175 members 
Mstep: Class 38 contains 17023 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 54980 members 
Mstep: Class 44 contains 38363 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 41113 members 
Mstep: Class 47 contains 9995 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11632 members 
Mstep: Class 50 contains 20727 members 
Mstep: Class 51 contains 16556 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8589 members 
Mstep: Class 54 contains 7166 members 
Mstep: Class 55 contains 33406 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 47535 members 
Mstep: Class 59 contains 3661 members 
Mstep: Class 60 contains 12242 members 
Mstep: Class 61 contains 12652 members 
Mstep: Class 62 contains 3347 members 
Mstep: Class 63 contains 8509 members 
Mstep: Class 64 contains 5738 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7207 members 
Mstep: Class 67 contains 4840 members 
Mstep: Class 68 contains 4401 members 
Mstep: Class 69 contains 7570 members 
Mstep: Class 70 contains 4681 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4869 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17572 members 
Mstep: Class 76 contains 21169 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5501 members 
Mstep: Class 79 contains 45701 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13247 members 
Mstep: Class 84 contains 1756 members 
Mstep: Class 85 contains 6051 members 
Mstep: Class 86 contains 6651 members 
Mstep: Class 87 contains 5257 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8449 members 
Mstep: Class 91 contains 3760 members 
Mstep: Class 92 contains 6137 members 
Mstep: Class 93 contains 1904 members 
Mstep: Class 94 contains 50637 members 
Mstep: Class 96 contains 4353 members 
Mstep: Class 97 contains 1462 members 
Mstep: Class 98 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284144.000000 Penalty: 348529.687500
Iteration 181Q: 98 clusters Score -2.122841e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 31190 members 
Mstep: Class 4 contains 11968 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 63736 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76606 members 
Mstep: Class 9 contains 248462 members 
Mstep: Class 10 contains 9912 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171860 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 131215 members 
Mstep: Class 15 contains 35758 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 7800 members 
Mstep: Class 19 contains 60216 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33676 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 28076 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 13962 members 
Mstep: Class 29 contains 14979 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 2810 members 
Mstep: Class 32 contains 5609 members 
Mstep: Class 33 contains 30767 members 
Mstep: Class 34 contains 12426 members 
Mstep: Class 35 contains 10819 members 
Mstep: Class 36 contains 31272 members 
Mstep: Class 37 contains 29170 members 
Mstep: Class 38 contains 17022 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6394 members 
Mstep: Class 43 contains 54971 members 
Mstep: Class 44 contains 38362 members 
Mstep: Class 45 contains 5886 members 
Mstep: Class 46 contains 41172 members 
Mstep: Class 47 contains 9985 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11638 members 
Mstep: Class 50 contains 20729 members 
Mstep: Class 51 contains 16554 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8590 members 
Mstep: Class 54 contains 7167 members 
Mstep: Class 55 contains 33410 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3861 members 
Mstep: Class 58 contains 47535 members 
Mstep: Class 59 contains 3656 members 
Mstep: Class 60 contains 12243 members 
Mstep: Class 61 contains 12647 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 8512 members 
Mstep: Class 64 contains 5737 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7209 members 
Mstep: Class 67 contains 4842 members 
Mstep: Class 68 contains 4404 members 
Mstep: Class 69 contains 7567 members 
Mstep: Class 70 contains 4697 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7189 members 
Mstep: Class 73 contains 4876 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17573 members 
Mstep: Class 76 contains 21187 members 
Mstep: Class 77 contains 1917 members 
Mstep: Class 78 contains 5515 members 
Mstep: Class 79 contains 45690 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13250 members 
Mstep: Class 84 contains 1756 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6653 members 
Mstep: Class 87 contains 5252 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8448 members 
Mstep: Class 91 contains 3761 members 
Mstep: Class 92 contains 6140 members 
Mstep: Class 93 contains 1904 members 
Mstep: Class 94 contains 50640 members 
Mstep: Class 96 contains 4363 members 
Mstep: Class 97 contains 1463 members 
Mstep: Class 98 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284288.000000 Penalty: 348529.687500
Iteration 182Q: 98 clusters Score -2.122843e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 31188 members 
Mstep: Class 4 contains 11967 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63731 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76607 members 
Mstep: Class 9 contains 248473 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 171854 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 131226 members 
Mstep: Class 15 contains 35758 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 10167 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 60194 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33656 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28077 members 
Mstep: Class 27 contains 2946 members 
Mstep: Class 28 contains 13939 members 
Mstep: Class 29 contains 14983 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 5604 members 
Mstep: Class 33 contains 30776 members 
Mstep: Class 34 contains 12426 members 
Mstep: Class 35 contains 10812 members 
Mstep: Class 36 contains 31257 members 
Mstep: Class 37 contains 29166 members 
Mstep: Class 38 contains 17022 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6397 members 
Mstep: Class 43 contains 54964 members 
Mstep: Class 44 contains 38363 members 
Mstep: Class 45 contains 5888 members 
Mstep: Class 46 contains 41217 members 
Mstep: Class 47 contains 9983 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11642 members 
Mstep: Class 50 contains 20733 members 
Mstep: Class 51 contains 16553 members 
Mstep: Class 52 contains 3897 members 
Mstep: Class 53 contains 8592 members 
Mstep: Class 54 contains 7162 members 
Mstep: Class 55 contains 33419 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3861 members 
Mstep: Class 58 contains 47530 members 
Mstep: Class 59 contains 3647 members 
Mstep: Class 60 contains 12243 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 8510 members 
Mstep: Class 64 contains 5733 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7217 members 
Mstep: Class 67 contains 4841 members 
Mstep: Class 68 contains 4411 members 
Mstep: Class 69 contains 7569 members 
Mstep: Class 70 contains 4702 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7189 members 
Mstep: Class 73 contains 4887 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17573 members 
Mstep: Class 76 contains 21200 members 
Mstep: Class 77 contains 1906 members 
Mstep: Class 78 contains 5521 members 
Mstep: Class 79 contains 45673 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13254 members 
Mstep: Class 84 contains 1758 members 
Mstep: Class 85 contains 6045 members 
Mstep: Class 86 contains 6655 members 
Mstep: Class 87 contains 5248 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8443 members 
Mstep: Class 91 contains 3760 members 
Mstep: Class 92 contains 6145 members 
Mstep: Class 93 contains 1903 members 
Mstep: Class 94 contains 50639 members 
Mstep: Class 96 contains 4370 members 
Mstep: Class 97 contains 1466 members 
Mstep: Class 98 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284304.000000 Penalty: 348529.687500
Iteration 183Q: 98 clusters Score -2.122843e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143526 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 31185 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63729 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76614 members 
Mstep: Class 9 contains 248492 members 
Mstep: Class 10 contains 9905 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 171848 members 
Mstep: Class 13 contains 5334 members 
Mstep: Class 14 contains 131234 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 60160 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16525 members 
Mstep: Class 24 contains 33635 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28077 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 13923 members 
Mstep: Class 29 contains 14985 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 5605 members 
Mstep: Class 33 contains 30783 members 
Mstep: Class 34 contains 12426 members 
Mstep: Class 35 contains 10812 members 
Mstep: Class 36 contains 31231 members 
Mstep: Class 37 contains 29165 members 
Mstep: Class 38 contains 17019 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6400 members 
Mstep: Class 43 contains 54949 members 
Mstep: Class 44 contains 38362 members 
Mstep: Class 45 contains 5887 members 
Mstep: Class 46 contains 41249 members 
Mstep: Class 47 contains 9977 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11644 members 
Mstep: Class 50 contains 20723 members 
Mstep: Class 51 contains 16550 members 
Mstep: Class 52 contains 3899 members 
Mstep: Class 53 contains 8594 members 
Mstep: Class 54 contains 7152 members 
Mstep: Class 55 contains 33425 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3862 members 
Mstep: Class 58 contains 47531 members 
Mstep: Class 59 contains 3641 members 
Mstep: Class 60 contains 12247 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3359 members 
Mstep: Class 63 contains 8510 members 
Mstep: Class 64 contains 5740 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7224 members 
Mstep: Class 67 contains 4840 members 
Mstep: Class 68 contains 4419 members 
Mstep: Class 69 contains 7564 members 
Mstep: Class 70 contains 4709 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4903 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17575 members 
Mstep: Class 76 contains 21215 members 
Mstep: Class 77 contains 1899 members 
Mstep: Class 78 contains 5525 members 
Mstep: Class 79 contains 45655 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2402 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13256 members 
Mstep: Class 84 contains 1755 members 
Mstep: Class 85 contains 6045 members 
Mstep: Class 86 contains 6657 members 
Mstep: Class 87 contains 5245 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8451 members 
Mstep: Class 91 contains 3759 members 
Mstep: Class 92 contains 6146 members 
Mstep: Class 93 contains 1903 members 
Mstep: Class 94 contains 50641 members 
Mstep: Class 96 contains 4376 members 
Mstep: Class 97 contains 1466 members 
Mstep: Class 98 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284736.000000 Penalty: 348529.687500
Iteration 184Q: 98 clusters Score -2.122847e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 9741 members 
Mstep: Class 3 contains 31183 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 63725 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76614 members 
Mstep: Class 9 contains 248505 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 171849 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 131240 members 
Mstep: Class 15 contains 35754 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 60135 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16525 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28076 members 
Mstep: Class 27 contains 2971 members 
Mstep: Class 28 contains 13909 members 
Mstep: Class 29 contains 14985 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 2818 members 
Mstep: Class 32 contains 5609 members 
Mstep: Class 33 contains 30783 members 
Mstep: Class 34 contains 12424 members 
Mstep: Class 35 contains 10813 members 
Mstep: Class 36 contains 31212 members 
Mstep: Class 37 contains 29161 members 
Mstep: Class 38 contains 17017 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 54936 members 
Mstep: Class 44 contains 38362 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41283 members 
Mstep: Class 47 contains 9977 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11652 members 
Mstep: Class 50 contains 20713 members 
Mstep: Class 51 contains 16550 members 
Mstep: Class 52 contains 3901 members 
Mstep: Class 53 contains 8594 members 
Mstep: Class 54 contains 7148 members 
Mstep: Class 55 contains 33424 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3863 members 
Mstep: Class 58 contains 47533 members 
Mstep: Class 59 contains 3634 members 
Mstep: Class 60 contains 12247 members 
Mstep: Class 61 contains 12634 members 
Mstep: Class 62 contains 3365 members 
Mstep: Class 63 contains 8512 members 
Mstep: Class 64 contains 5746 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7230 members 
Mstep: Class 67 contains 4839 members 
Mstep: Class 68 contains 4425 members 
Mstep: Class 69 contains 7568 members 
Mstep: Class 70 contains 4720 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4914 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17577 members 
Mstep: Class 76 contains 21224 members 
Mstep: Class 77 contains 1887 members 
Mstep: Class 78 contains 5529 members 
Mstep: Class 79 contains 45641 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 13257 members 
Mstep: Class 84 contains 1753 members 
Mstep: Class 85 contains 6047 members 
Mstep: Class 86 contains 6657 members 
Mstep: Class 87 contains 5241 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8449 members 
Mstep: Class 91 contains 3752 members 
Mstep: Class 92 contains 6156 members 
Mstep: Class 93 contains 1903 members 
Mstep: Class 94 contains 50641 members 
Mstep: Class 96 contains 4380 members 
Mstep: Class 97 contains 1468 members 
Mstep: Class 98 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285040.000000 Penalty: 348529.687500
Iteration 185Q: 98 clusters Score -2.12285e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 31180 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 63721 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76628 members 
Mstep: Class 9 contains 248518 members 
Mstep: Class 10 contains 9894 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171842 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 131242 members 
Mstep: Class 15 contains 35752 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 10173 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 60118 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16525 members 
Mstep: Class 24 contains 33607 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28075 members 
Mstep: Class 27 contains 2984 members 
Mstep: Class 28 contains 13891 members 
Mstep: Class 29 contains 14984 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 5610 members 
Mstep: Class 33 contains 30788 members 
Mstep: Class 34 contains 12425 members 
Mstep: Class 35 contains 10815 members 
Mstep: Class 36 contains 31204 members 
Mstep: Class 37 contains 29154 members 
Mstep: Class 38 contains 17016 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 54923 members 
Mstep: Class 44 contains 38365 members 
Mstep: Class 45 contains 5886 members 
Mstep: Class 46 contains 41308 members 
Mstep: Class 47 contains 9983 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11660 members 
Mstep: Class 50 contains 20709 members 
Mstep: Class 51 contains 16549 members 
Mstep: Class 52 contains 3901 members 
Mstep: Class 53 contains 8594 members 
Mstep: Class 54 contains 7146 members 
Mstep: Class 55 contains 33428 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3867 members 
Mstep: Class 58 contains 47533 members 
Mstep: Class 59 contains 3635 members 
Mstep: Class 60 contains 12242 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3368 members 
Mstep: Class 63 contains 8512 members 
Mstep: Class 64 contains 5733 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7238 members 
Mstep: Class 67 contains 4838 members 
Mstep: Class 68 contains 4423 members 
Mstep: Class 69 contains 7566 members 
Mstep: Class 70 contains 4727 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4916 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21230 members 
Mstep: Class 77 contains 1886 members 
Mstep: Class 78 contains 5534 members 
Mstep: Class 79 contains 45625 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13257 members 
Mstep: Class 84 contains 1752 members 
Mstep: Class 85 contains 6050 members 
Mstep: Class 86 contains 6658 members 
Mstep: Class 87 contains 5241 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8447 members 
Mstep: Class 91 contains 3749 members 
Mstep: Class 92 contains 6164 members 
Mstep: Class 93 contains 1905 members 
Mstep: Class 94 contains 50641 members 
Mstep: Class 96 contains 4384 members 
Mstep: Class 97 contains 1468 members 
Mstep: Class 98 contains 3143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284944.000000 Penalty: 348529.687500
Iteration 186Q: 98 clusters Score -2.122849e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 31178 members 
Mstep: Class 4 contains 11961 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 63720 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76641 members 
Mstep: Class 9 contains 248529 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171826 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 131240 members 
Mstep: Class 15 contains 35750 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10175 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 60100 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33594 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28077 members 
Mstep: Class 27 contains 2996 members 
Mstep: Class 28 contains 13876 members 
Mstep: Class 29 contains 14988 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 5610 members 
Mstep: Class 33 contains 30793 members 
Mstep: Class 34 contains 12425 members 
Mstep: Class 35 contains 10821 members 
Mstep: Class 36 contains 31195 members 
Mstep: Class 37 contains 29153 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 6841 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 54905 members 
Mstep: Class 44 contains 38366 members 
Mstep: Class 45 contains 5879 members 
Mstep: Class 46 contains 41333 members 
Mstep: Class 47 contains 9981 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11670 members 
Mstep: Class 50 contains 20705 members 
Mstep: Class 51 contains 16549 members 
Mstep: Class 52 contains 3900 members 
Mstep: Class 53 contains 8593 members 
Mstep: Class 54 contains 7146 members 
Mstep: Class 55 contains 33428 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3867 members 
Mstep: Class 58 contains 47537 members 
Mstep: Class 59 contains 3636 members 
Mstep: Class 60 contains 12241 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3366 members 
Mstep: Class 63 contains 8514 members 
Mstep: Class 64 contains 5736 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7242 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4423 members 
Mstep: Class 69 contains 7563 members 
Mstep: Class 70 contains 4738 members 
Mstep: Class 71 contains 1921 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4924 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21233 members 
Mstep: Class 77 contains 1887 members 
Mstep: Class 78 contains 5538 members 
Mstep: Class 79 contains 45611 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13256 members 
Mstep: Class 84 contains 1751 members 
Mstep: Class 85 contains 6053 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5240 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8447 members 
Mstep: Class 91 contains 3750 members 
Mstep: Class 92 contains 6169 members 
Mstep: Class 93 contains 1906 members 
Mstep: Class 94 contains 50646 members 
Mstep: Class 96 contains 4388 members 
Mstep: Class 97 contains 1470 members 
Mstep: Class 98 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284784.000000 Penalty: 348529.687500
Iteration 187Q: 98 clusters Score -2.122848e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 31177 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 63721 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76657 members 
Mstep: Class 9 contains 248535 members 
Mstep: Class 10 contains 9880 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171814 members 
Mstep: Class 13 contains 5319 members 
Mstep: Class 14 contains 131240 members 
Mstep: Class 15 contains 35746 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 60087 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33577 members 
Mstep: Class 25 contains 5493 members 
Mstep: Class 26 contains 28078 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 13867 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2811 members 
Mstep: Class 32 contains 5608 members 
Mstep: Class 33 contains 30800 members 
Mstep: Class 34 contains 12424 members 
Mstep: Class 35 contains 10833 members 
Mstep: Class 36 contains 31193 members 
Mstep: Class 37 contains 29152 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 54893 members 
Mstep: Class 44 contains 38365 members 
Mstep: Class 45 contains 5877 members 
Mstep: Class 46 contains 41347 members 
Mstep: Class 47 contains 9981 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11674 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 16547 members 
Mstep: Class 52 contains 3901 members 
Mstep: Class 53 contains 8593 members 
Mstep: Class 54 contains 7139 members 
Mstep: Class 55 contains 33427 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3868 members 
Mstep: Class 58 contains 47540 members 
Mstep: Class 59 contains 3638 members 
Mstep: Class 60 contains 12247 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 8517 members 
Mstep: Class 64 contains 5731 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7236 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4434 members 
Mstep: Class 69 contains 7556 members 
Mstep: Class 70 contains 4752 members 
Mstep: Class 71 contains 1920 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4927 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21236 members 
Mstep: Class 77 contains 1891 members 
Mstep: Class 78 contains 5541 members 
Mstep: Class 79 contains 45597 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13256 members 
Mstep: Class 84 contains 1747 members 
Mstep: Class 85 contains 6058 members 
Mstep: Class 86 contains 6660 members 
Mstep: Class 87 contains 5236 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8444 members 
Mstep: Class 91 contains 3750 members 
Mstep: Class 92 contains 6171 members 
Mstep: Class 93 contains 1906 members 
Mstep: Class 94 contains 50645 members 
Mstep: Class 96 contains 4394 members 
Mstep: Class 97 contains 1473 members 
Mstep: Class 98 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284896.000000 Penalty: 348529.687500
Iteration 188Q: 98 clusters Score -2.122849e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 31173 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 63720 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 76661 members 
Mstep: Class 9 contains 248542 members 
Mstep: Class 10 contains 9880 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171794 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 131246 members 
Mstep: Class 15 contains 35739 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 60068 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33566 members 
Mstep: Class 25 contains 5492 members 
Mstep: Class 26 contains 28078 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 13859 members 
Mstep: Class 29 contains 14994 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 5612 members 
Mstep: Class 33 contains 30805 members 
Mstep: Class 34 contains 12423 members 
Mstep: Class 35 contains 10840 members 
Mstep: Class 36 contains 31188 members 
Mstep: Class 37 contains 29153 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6845 members 
Mstep: Class 42 contains 6397 members 
Mstep: Class 43 contains 54882 members 
Mstep: Class 44 contains 38366 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 41360 members 
Mstep: Class 47 contains 9980 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11685 members 
Mstep: Class 50 contains 20693 members 
Mstep: Class 51 contains 16545 members 
Mstep: Class 52 contains 3901 members 
Mstep: Class 53 contains 8593 members 
Mstep: Class 54 contains 7137 members 
Mstep: Class 55 contains 33427 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3869 members 
Mstep: Class 58 contains 47541 members 
Mstep: Class 59 contains 3632 members 
Mstep: Class 60 contains 12251 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3363 members 
Mstep: Class 63 contains 8516 members 
Mstep: Class 64 contains 5732 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7240 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4441 members 
Mstep: Class 69 contains 7540 members 
Mstep: Class 70 contains 4765 members 
Mstep: Class 71 contains 1918 members 
Mstep: Class 72 contains 7193 members 
Mstep: Class 73 contains 4934 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21245 members 
Mstep: Class 77 contains 1894 members 
Mstep: Class 78 contains 5542 members 
Mstep: Class 79 contains 45583 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13259 members 
Mstep: Class 84 contains 1745 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6662 members 
Mstep: Class 87 contains 5236 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8444 members 
Mstep: Class 91 contains 3744 members 
Mstep: Class 92 contains 6176 members 
Mstep: Class 93 contains 1909 members 
Mstep: Class 94 contains 50645 members 
Mstep: Class 96 contains 4398 members 
Mstep: Class 97 contains 1476 members 
Mstep: Class 98 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212284704.000000 Penalty: 348529.687500
Iteration 189Q: 98 clusters Score -2.122847e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 31170 members 
Mstep: Class 4 contains 11964 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 63716 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 76665 members 
Mstep: Class 9 contains 248551 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 3501 members 
Mstep: Class 12 contains 171784 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 131254 members 
Mstep: Class 15 contains 35739 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 60047 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 33553 members 
Mstep: Class 25 contains 5490 members 
Mstep: Class 26 contains 28078 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 13853 members 
Mstep: Class 29 contains 14995 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 5610 members 
Mstep: Class 33 contains 30809 members 
Mstep: Class 34 contains 12421 members 
Mstep: Class 35 contains 10843 members 
Mstep: Class 36 contains 31188 members 
Mstep: Class 37 contains 29151 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6846 members 
Mstep: Class 42 contains 6393 members 
Mstep: Class 43 contains 54874 members 
Mstep: Class 44 contains 38366 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 41372 members 
Mstep: Class 47 contains 9978 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11689 members 
Mstep: Class 50 contains 20691 members 
Mstep: Class 51 contains 16544 members 
Mstep: Class 52 contains 3900 members 
Mstep: Class 53 contains 8593 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33428 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3869 members 
Mstep: Class 58 contains 47542 members 
Mstep: Class 59 contains 3630 members 
Mstep: Class 60 contains 12262 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8516 members 
Mstep: Class 64 contains 5727 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7248 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4446 members 
Mstep: Class 69 contains 7528 members 
Mstep: Class 70 contains 4777 members 
Mstep: Class 71 contains 1916 members 
Mstep: Class 72 contains 7196 members 
Mstep: Class 73 contains 4942 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21252 members 
Mstep: Class 77 contains 1896 members 
Mstep: Class 78 contains 5543 members 
Mstep: Class 79 contains 45563 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13258 members 
Mstep: Class 84 contains 1745 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6662 members 
Mstep: Class 87 contains 5234 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8453 members 
Mstep: Class 91 contains 3742 members 
Mstep: Class 92 contains 6184 members 
Mstep: Class 93 contains 1915 members 
Mstep: Class 94 contains 50643 members 
Mstep: Class 96 contains 4401 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285232.000000 Penalty: 348529.687500
Iteration 190Q: 98 clusters Score -2.122852e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 31167 members 
Mstep: Class 4 contains 11967 members 
Mstep: Class 5 contains 14048 members 
Mstep: Class 6 contains 63708 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 76671 members 
Mstep: Class 9 contains 248561 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171781 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 131257 members 
Mstep: Class 15 contains 35738 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 60036 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 16527 members 
Mstep: Class 24 contains 33536 members 
Mstep: Class 25 contains 5489 members 
Mstep: Class 26 contains 28073 members 
Mstep: Class 27 contains 3030 members 
Mstep: Class 28 contains 13845 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 30809 members 
Mstep: Class 34 contains 12420 members 
Mstep: Class 35 contains 10843 members 
Mstep: Class 36 contains 31183 members 
Mstep: Class 37 contains 29151 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6850 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 54868 members 
Mstep: Class 44 contains 38367 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41381 members 
Mstep: Class 47 contains 9978 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11690 members 
Mstep: Class 50 contains 20690 members 
Mstep: Class 51 contains 16542 members 
Mstep: Class 52 contains 3900 members 
Mstep: Class 53 contains 8593 members 
Mstep: Class 54 contains 7135 members 
Mstep: Class 55 contains 33426 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3869 members 
Mstep: Class 58 contains 47545 members 
Mstep: Class 59 contains 3634 members 
Mstep: Class 60 contains 12266 members 
Mstep: Class 61 contains 12638 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 8516 members 
Mstep: Class 64 contains 5716 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7258 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4451 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 4791 members 
Mstep: Class 71 contains 1915 members 
Mstep: Class 72 contains 7198 members 
Mstep: Class 73 contains 4944 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21257 members 
Mstep: Class 77 contains 1898 members 
Mstep: Class 78 contains 5547 members 
Mstep: Class 79 contains 45548 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13257 members 
Mstep: Class 84 contains 1746 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6662 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8448 members 
Mstep: Class 91 contains 3738 members 
Mstep: Class 92 contains 6184 members 
Mstep: Class 93 contains 1923 members 
Mstep: Class 94 contains 50646 members 
Mstep: Class 96 contains 4410 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285232.000000 Penalty: 348529.687500
Iteration 191Q: 98 clusters Score -2.122852e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143553 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 11965 members 
Mstep: Class 5 contains 14046 members 
Mstep: Class 6 contains 63701 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 76679 members 
Mstep: Class 9 contains 248569 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171762 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 131252 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 60030 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 16527 members 
Mstep: Class 24 contains 33527 members 
Mstep: Class 25 contains 5489 members 
Mstep: Class 26 contains 28073 members 
Mstep: Class 27 contains 3040 members 
Mstep: Class 28 contains 13839 members 
Mstep: Class 29 contains 14995 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 5612 members 
Mstep: Class 33 contains 30808 members 
Mstep: Class 34 contains 12419 members 
Mstep: Class 35 contains 10842 members 
Mstep: Class 36 contains 31180 members 
Mstep: Class 37 contains 29150 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6853 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54862 members 
Mstep: Class 44 contains 38368 members 
Mstep: Class 45 contains 5887 members 
Mstep: Class 46 contains 41393 members 
Mstep: Class 47 contains 9980 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20691 members 
Mstep: Class 51 contains 16535 members 
Mstep: Class 52 contains 3897 members 
Mstep: Class 53 contains 8595 members 
Mstep: Class 54 contains 7138 members 
Mstep: Class 55 contains 33425 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3870 members 
Mstep: Class 58 contains 47547 members 
Mstep: Class 59 contains 3633 members 
Mstep: Class 60 contains 12273 members 
Mstep: Class 61 contains 12638 members 
Mstep: Class 62 contains 3356 members 
Mstep: Class 63 contains 8516 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7257 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4456 members 
Mstep: Class 69 contains 7511 members 
Mstep: Class 70 contains 4805 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4946 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17581 members 
Mstep: Class 76 contains 21264 members 
Mstep: Class 77 contains 1900 members 
Mstep: Class 78 contains 5548 members 
Mstep: Class 79 contains 45537 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13257 members 
Mstep: Class 84 contains 1745 members 
Mstep: Class 85 contains 6063 members 
Mstep: Class 86 contains 6662 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8442 members 
Mstep: Class 91 contains 3736 members 
Mstep: Class 92 contains 6182 members 
Mstep: Class 93 contains 1933 members 
Mstep: Class 94 contains 50653 members 
Mstep: Class 96 contains 4417 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285488.000000 Penalty: 348529.687500
Iteration 192Q: 98 clusters Score -2.122855e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 31155 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 63703 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 76680 members 
Mstep: Class 9 contains 248573 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171752 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 131252 members 
Mstep: Class 15 contains 35736 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 60020 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16527 members 
Mstep: Class 24 contains 33511 members 
Mstep: Class 25 contains 5489 members 
Mstep: Class 26 contains 28072 members 
Mstep: Class 27 contains 3042 members 
Mstep: Class 28 contains 13835 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5611 members 
Mstep: Class 33 contains 30803 members 
Mstep: Class 34 contains 12419 members 
Mstep: Class 35 contains 10856 members 
Mstep: Class 36 contains 31183 members 
Mstep: Class 37 contains 29150 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6856 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 54856 members 
Mstep: Class 44 contains 38366 members 
Mstep: Class 45 contains 5888 members 
Mstep: Class 46 contains 41406 members 
Mstep: Class 47 contains 9977 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11694 members 
Mstep: Class 50 contains 20693 members 
Mstep: Class 51 contains 16532 members 
Mstep: Class 52 contains 3895 members 
Mstep: Class 53 contains 8597 members 
Mstep: Class 54 contains 7137 members 
Mstep: Class 55 contains 33424 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3870 members 
Mstep: Class 58 contains 47546 members 
Mstep: Class 59 contains 3632 members 
Mstep: Class 60 contains 12270 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3358 members 
Mstep: Class 63 contains 8516 members 
Mstep: Class 64 contains 5717 members 
Mstep: Class 65 contains 2510 members 
Mstep: Class 66 contains 7263 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4462 members 
Mstep: Class 69 contains 7512 members 
Mstep: Class 70 contains 4810 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4951 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17581 members 
Mstep: Class 76 contains 21277 members 
Mstep: Class 77 contains 1897 members 
Mstep: Class 78 contains 5548 members 
Mstep: Class 79 contains 45520 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13253 members 
Mstep: Class 84 contains 1744 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6662 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8450 members 
Mstep: Class 91 contains 3731 members 
Mstep: Class 92 contains 6181 members 
Mstep: Class 93 contains 1934 members 
Mstep: Class 94 contains 50661 members 
Mstep: Class 96 contains 4423 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285280.000000 Penalty: 348529.687500
Iteration 193Q: 98 clusters Score -2.122853e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143557 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 31151 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 14046 members 
Mstep: Class 6 contains 63700 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 76690 members 
Mstep: Class 9 contains 248575 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171747 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 131255 members 
Mstep: Class 15 contains 35735 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 7816 members 
Mstep: Class 19 contains 60009 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16528 members 
Mstep: Class 24 contains 33495 members 
Mstep: Class 25 contains 5489 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 3046 members 
Mstep: Class 28 contains 13830 members 
Mstep: Class 29 contains 14999 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5611 members 
Mstep: Class 33 contains 30805 members 
Mstep: Class 34 contains 12419 members 
Mstep: Class 35 contains 10852 members 
Mstep: Class 36 contains 31181 members 
Mstep: Class 37 contains 29150 members 
Mstep: Class 38 contains 17013 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6859 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 54848 members 
Mstep: Class 44 contains 38365 members 
Mstep: Class 45 contains 5887 members 
Mstep: Class 46 contains 41418 members 
Mstep: Class 47 contains 9977 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20694 members 
Mstep: Class 51 contains 16530 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8596 members 
Mstep: Class 54 contains 7136 members 
Mstep: Class 55 contains 33424 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3870 members 
Mstep: Class 58 contains 47543 members 
Mstep: Class 59 contains 3629 members 
Mstep: Class 60 contains 12266 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3356 members 
Mstep: Class 63 contains 8518 members 
Mstep: Class 64 contains 5715 members 
Mstep: Class 65 contains 2511 members 
Mstep: Class 66 contains 7270 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4467 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 4814 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4956 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17581 members 
Mstep: Class 76 contains 21287 members 
Mstep: Class 77 contains 1902 members 
Mstep: Class 78 contains 5547 members 
Mstep: Class 79 contains 45506 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13253 members 
Mstep: Class 84 contains 1743 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6663 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8458 members 
Mstep: Class 91 contains 3729 members 
Mstep: Class 92 contains 6180 members 
Mstep: Class 93 contains 1937 members 
Mstep: Class 94 contains 50661 members 
Mstep: Class 96 contains 4431 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285120.000000 Penalty: 348529.687500
Iteration 194Q: 98 clusters Score -2.122851e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 31144 members 
Mstep: Class 4 contains 11961 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 63697 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76705 members 
Mstep: Class 9 contains 248577 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171740 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 131254 members 
Mstep: Class 15 contains 35732 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 59995 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16529 members 
Mstep: Class 24 contains 33488 members 
Mstep: Class 25 contains 5489 members 
Mstep: Class 26 contains 28069 members 
Mstep: Class 27 contains 3048 members 
Mstep: Class 28 contains 13828 members 
Mstep: Class 29 contains 15000 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5613 members 
Mstep: Class 33 contains 30803 members 
Mstep: Class 34 contains 12418 members 
Mstep: Class 35 contains 10860 members 
Mstep: Class 36 contains 31172 members 
Mstep: Class 37 contains 29150 members 
Mstep: Class 38 contains 17011 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6866 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54837 members 
Mstep: Class 44 contains 38364 members 
Mstep: Class 45 contains 5887 members 
Mstep: Class 46 contains 41432 members 
Mstep: Class 47 contains 9976 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20695 members 
Mstep: Class 51 contains 16528 members 
Mstep: Class 52 contains 3895 members 
Mstep: Class 53 contains 8596 members 
Mstep: Class 54 contains 7137 members 
Mstep: Class 55 contains 33425 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3870 members 
Mstep: Class 58 contains 47549 members 
Mstep: Class 59 contains 3625 members 
Mstep: Class 60 contains 12257 members 
Mstep: Class 61 contains 12634 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 8513 members 
Mstep: Class 64 contains 5711 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 7279 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4471 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 4820 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7195 members 
Mstep: Class 73 contains 4955 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17581 members 
Mstep: Class 76 contains 21298 members 
Mstep: Class 77 contains 1902 members 
Mstep: Class 78 contains 5548 members 
Mstep: Class 79 contains 45499 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13251 members 
Mstep: Class 84 contains 1743 members 
Mstep: Class 85 contains 6063 members 
Mstep: Class 86 contains 6662 members 
Mstep: Class 87 contains 5231 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8467 members 
Mstep: Class 91 contains 3731 members 
Mstep: Class 92 contains 6181 members 
Mstep: Class 93 contains 1938 members 
Mstep: Class 94 contains 50664 members 
Mstep: Class 96 contains 4440 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285520.000000 Penalty: 348529.687500
Iteration 195Q: 98 clusters Score -2.122855e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143562 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31137 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 14046 members 
Mstep: Class 6 contains 63695 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76715 members 
Mstep: Class 9 contains 248576 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171724 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 131260 members 
Mstep: Class 15 contains 35734 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 59984 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16529 members 
Mstep: Class 24 contains 33477 members 
Mstep: Class 25 contains 5489 members 
Mstep: Class 26 contains 28067 members 
Mstep: Class 27 contains 3052 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 15000 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5616 members 
Mstep: Class 33 contains 30804 members 
Mstep: Class 34 contains 12419 members 
Mstep: Class 35 contains 10865 members 
Mstep: Class 36 contains 31171 members 
Mstep: Class 37 contains 29148 members 
Mstep: Class 38 contains 17010 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6872 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54821 members 
Mstep: Class 44 contains 38364 members 
Mstep: Class 45 contains 5886 members 
Mstep: Class 46 contains 41444 members 
Mstep: Class 47 contains 9975 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11694 members 
Mstep: Class 50 contains 20696 members 
Mstep: Class 51 contains 16528 members 
Mstep: Class 52 contains 3895 members 
Mstep: Class 53 contains 8598 members 
Mstep: Class 54 contains 7131 members 
Mstep: Class 55 contains 33426 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47550 members 
Mstep: Class 59 contains 3624 members 
Mstep: Class 60 contains 12249 members 
Mstep: Class 61 contains 12638 members 
Mstep: Class 62 contains 3350 members 
Mstep: Class 63 contains 8514 members 
Mstep: Class 64 contains 5704 members 
Mstep: Class 65 contains 2512 members 
Mstep: Class 66 contains 7290 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 4475 members 
Mstep: Class 69 contains 7498 members 
Mstep: Class 70 contains 4826 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7195 members 
Mstep: Class 73 contains 4960 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21311 members 
Mstep: Class 77 contains 1903 members 
Mstep: Class 78 contains 5555 members 
Mstep: Class 79 contains 45488 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13251 members 
Mstep: Class 84 contains 1743 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6661 members 
Mstep: Class 87 contains 5231 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8465 members 
Mstep: Class 91 contains 3729 members 
Mstep: Class 92 contains 6182 members 
Mstep: Class 93 contains 1939 members 
Mstep: Class 94 contains 50666 members 
Mstep: Class 96 contains 4452 members 
Mstep: Class 97 contains 1477 members 
Mstep: Class 98 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285488.000000 Penalty: 348529.687500
Iteration 196Q: 98 clusters Score -2.122855e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31133 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 63695 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76720 members 
Mstep: Class 9 contains 248575 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171714 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 131260 members 
Mstep: Class 15 contains 35735 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 59975 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16529 members 
Mstep: Class 24 contains 33460 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 15000 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5619 members 
Mstep: Class 33 contains 30798 members 
Mstep: Class 34 contains 12420 members 
Mstep: Class 35 contains 10871 members 
Mstep: Class 36 contains 31169 members 
Mstep: Class 37 contains 29146 members 
Mstep: Class 38 contains 17006 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6874 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 54810 members 
Mstep: Class 44 contains 38363 members 
Mstep: Class 45 contains 5884 members 
Mstep: Class 46 contains 41454 members 
Mstep: Class 47 contains 9973 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20692 members 
Mstep: Class 51 contains 16526 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8601 members 
Mstep: Class 54 contains 7130 members 
Mstep: Class 55 contains 33428 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47553 members 
Mstep: Class 59 contains 3619 members 
Mstep: Class 60 contains 12243 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 8519 members 
Mstep: Class 64 contains 5701 members 
Mstep: Class 65 contains 2513 members 
Mstep: Class 66 contains 7293 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4483 members 
Mstep: Class 69 contains 7493 members 
Mstep: Class 70 contains 4832 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4964 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21323 members 
Mstep: Class 77 contains 1903 members 
Mstep: Class 78 contains 5561 members 
Mstep: Class 79 contains 45485 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13252 members 
Mstep: Class 84 contains 1740 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6661 members 
Mstep: Class 87 contains 5231 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8469 members 
Mstep: Class 91 contains 3726 members 
Mstep: Class 92 contains 6185 members 
Mstep: Class 93 contains 1941 members 
Mstep: Class 94 contains 50669 members 
Mstep: Class 96 contains 4458 members 
Mstep: Class 97 contains 1478 members 
Mstep: Class 98 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285712.000000 Penalty: 348529.687500
Iteration 197Q: 98 clusters Score -2.122857e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 31130 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 63693 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76728 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 171707 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 131260 members 
Mstep: Class 15 contains 35731 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 59965 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33451 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28069 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30793 members 
Mstep: Class 34 contains 12418 members 
Mstep: Class 35 contains 10855 members 
Mstep: Class 36 contains 31165 members 
Mstep: Class 37 contains 29146 members 
Mstep: Class 38 contains 17005 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6874 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 54799 members 
Mstep: Class 44 contains 38363 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41463 members 
Mstep: Class 47 contains 9971 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20689 members 
Mstep: Class 51 contains 16523 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8608 members 
Mstep: Class 54 contains 7133 members 
Mstep: Class 55 contains 33430 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47556 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12241 members 
Mstep: Class 61 contains 12640 members 
Mstep: Class 62 contains 3353 members 
Mstep: Class 63 contains 8522 members 
Mstep: Class 64 contains 5688 members 
Mstep: Class 65 contains 2515 members 
Mstep: Class 66 contains 7300 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4491 members 
Mstep: Class 69 contains 7502 members 
Mstep: Class 70 contains 4839 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7193 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21334 members 
Mstep: Class 77 contains 1903 members 
Mstep: Class 78 contains 5565 members 
Mstep: Class 79 contains 45471 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13254 members 
Mstep: Class 84 contains 1738 members 
Mstep: Class 85 contains 6060 members 
Mstep: Class 86 contains 6661 members 
Mstep: Class 87 contains 5231 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8483 members 
Mstep: Class 91 contains 3719 members 
Mstep: Class 92 contains 6198 members 
Mstep: Class 93 contains 1944 members 
Mstep: Class 94 contains 50672 members 
Mstep: Class 96 contains 4465 members 
Mstep: Class 97 contains 1479 members 
Mstep: Class 98 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212285680.000000 Penalty: 348529.687500
Iteration 198Q: 98 clusters Score -2.122857e+08 nChanged 304
Entering ConstructFrom: 
Score: -212285680.000000 Penalty: 348529.687500
Entering ConstructFrom: 
Trying to split cluster 1 (143581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Entering Unmasked Estep 
Score: -16540459.000000 Penalty: 2944.914307
	Iteration 0F: 2 clusters Score -1.654046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -16444105.000000 Penalty: 5889.828613
	Iteration 0F: 3 clusters Score -1.64441e+07 nChanged 68674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -16484164.000000 Penalty: 5889.828613
	Iteration 1F: 3 clusters Score -1.648416e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -16485002.000000 Penalty: 5889.828613
	Iteration 2Q: 3 clusters Score -1.6485e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -16485993.000000 Penalty: 5889.828613
	Iteration 3Q: 3 clusters Score -1.648599e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -16487177.000000 Penalty: 5889.828613
	Iteration 4Q: 3 clusters Score -1.648718e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -16488873.000000 Penalty: 5889.828613
	Iteration 5Q: 3 clusters Score -1.648887e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -16491549.000000 Penalty: 5889.828613
	Iteration 6Q: 3 clusters Score -1.649155e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -16495776.000000 Penalty: 5889.828613
	Iteration 7F: 3 clusters Score -1.649578e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -16502545.000000 Penalty: 5889.828613
	Iteration 8F: 3 clusters Score -1.650254e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 113837 members 
Entering Unmasked Estep 
Score: -16512085.000000 Penalty: 5889.828613
	Iteration 9F: 3 clusters Score -1.651208e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 125340 members 
Entering Unmasked Estep 
Score: -16522315.000000 Penalty: 5889.828613
	Iteration 10F: 3 clusters Score -1.652232e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -16530170.000000 Penalty: 5889.828613
	Iteration 11F: 3 clusters Score -1.653017e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -16534357.000000 Penalty: 5889.828613
	Iteration 12Q: 3 clusters Score -1.653436e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -16536224.000000 Penalty: 5889.828613
	Iteration 13Q: 3 clusters Score -1.653622e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -16537088.000000 Penalty: 5889.828613
	Iteration 14Q: 3 clusters Score -1.653709e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 142832 members 
Entering Unmasked Estep 
Score: -16537438.000000 Penalty: 5889.828613
	Iteration 15Q: 3 clusters Score -1.653744e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -16537589.000000 Penalty: 5889.828613
	Iteration 16Q: 3 clusters Score -1.653759e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -16537691.000000 Penalty: 5889.828613
	Iteration 17Q: 3 clusters Score -1.653769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -16537735.000000 Penalty: 5889.828613
	Iteration 18Q: 3 clusters Score -1.653774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 143129 members 
Entering Unmasked Estep 
Score: -16537756.000000 Penalty: 5889.828613
	Iteration 19Q: 3 clusters Score -1.653776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -16537767.000000 Penalty: 5889.828613
	Iteration 20F: 3 clusters Score -1.653777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 143142 members 
Entering Unmasked Estep 
Score: -16537782.000000 Penalty: 5889.828613
	Iteration 21Q: 3 clusters Score -1.653778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143156 members 
Entering Unmasked Estep 
Score: -16537786.000000 Penalty: 5889.828613
	Iteration 22Q: 3 clusters Score -1.653779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -16537810.000000 Penalty: 5889.828613
	Iteration 23Q: 3 clusters Score -1.653781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -16537810.000000 Penalty: 5889.828613
	Iteration 24Q: 3 clusters Score -1.653781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 143180 members 
Entering Unmasked Estep 
Score: -16537818.000000 Penalty: 5889.828613
	Iteration 25Q: 3 clusters Score -1.653782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -16537823.000000 Penalty: 5889.828613
	Iteration 26Q: 3 clusters Score -1.653782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -16537829.000000 Penalty: 5889.828613
	Iteration 27Q: 3 clusters Score -1.653783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -16537824.000000 Penalty: 5889.828613
	Iteration 28Q: 3 clusters Score -1.653782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -16537836.000000 Penalty: 5889.828613
	Iteration 29Q: 3 clusters Score -1.653784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -16537840.000000 Penalty: 5889.828613
	Iteration 30Q: 3 clusters Score -1.653784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 143194 members 
Entering Unmasked Estep 
Score: -16537853.000000 Penalty: 5889.828613
	Iteration 31Q: 3 clusters Score -1.653785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 143194 members 
Entering Unmasked Estep 
Score: -16537850.000000 Penalty: 5889.828613
	Iteration 32Q: 3 clusters Score -1.653785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -16537868.000000 Penalty: 5889.828613
	Iteration 33Q: 3 clusters Score -1.653787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -16537860.000000 Penalty: 5889.828613
	Iteration 34Q: 3 clusters Score -1.653786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -16537867.000000 Penalty: 5889.828613
	Iteration 35Q: 3 clusters Score -1.653787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -16537866.000000 Penalty: 5889.828613
	Iteration 36Q: 3 clusters Score -1.653787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -16537873.000000 Penalty: 5889.828613
	Iteration 37Q: 3 clusters Score -1.653787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 143199 members 
Entering Unmasked Estep 
Score: -16537867.000000 Penalty: 5889.828613
	Iteration 38Q: 3 clusters Score -1.653787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -16537886.000000 Penalty: 5889.828613
	Iteration 39Q: 3 clusters Score -1.653789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -16537890.000000 Penalty: 5889.828613
	Iteration 40F: 3 clusters Score -1.653789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -16537912.000000 Penalty: 5889.828613
	Iteration 41Q: 3 clusters Score -1.653791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -16537903.000000 Penalty: 5889.828613
	Iteration 42Q: 3 clusters Score -1.65379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -16537902.000000 Penalty: 5889.828613
	Iteration 43Q: 3 clusters Score -1.65379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -16537904.000000 Penalty: 5889.828613
	Iteration 44Q: 3 clusters Score -1.65379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -16537908.000000 Penalty: 5889.828613
	Iteration 45Q: 3 clusters Score -1.653791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -16537910.000000 Penalty: 5889.828613
	Iteration 46Q: 3 clusters Score -1.653791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -16537910.000000 Penalty: 5889.828613
	Iteration 47F: 3 clusters Score -1.653791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Entering Unmasked Estep 
Score: -1079143.875000 Penalty: 2277.427490
	Iteration 0F: 2 clusters Score -1079144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1071660.125000 Penalty: 4554.854980
	Iteration 0F: 3 clusters Score -1071660 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1074069.000000 Penalty: 4554.854980
	Iteration 1F: 3 clusters Score -1074069 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1074622.750000 Penalty: 4554.854980
	Iteration 2F: 3 clusters Score -1074623 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1075100.875000 Penalty: 4554.854980
	Iteration 3F: 3 clusters Score -1075101 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1075535.750000 Penalty: 4554.854980
	Iteration 4F: 3 clusters Score -1075536 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1075912.000000 Penalty: 4554.854980
	Iteration 5F: 3 clusters Score -1075912 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1076279.500000 Penalty: 4554.854980
	Iteration 6Q: 3 clusters Score -1076280 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1076628.375000 Penalty: 4554.854980
	Iteration 7Q: 3 clusters Score -1076628 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1076933.000000 Penalty: 4554.854980
	Iteration 8Q: 3 clusters Score -1076933 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1077214.125000 Penalty: 4554.854980
	Iteration 9Q: 3 clusters Score -1077214 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1077422.250000 Penalty: 4554.854980
	Iteration 10Q: 3 clusters Score -1077422 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1077581.250000 Penalty: 4554.854980
	Iteration 11Q: 3 clusters Score -1077581 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1077686.000000 Penalty: 4554.854980
	Iteration 12Q: 3 clusters Score -1077686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1077755.625000 Penalty: 4554.854980
	Iteration 13Q: 3 clusters Score -1077756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1077800.500000 Penalty: 4554.854980
	Iteration 14Q: 3 clusters Score -1077800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1077821.375000 Penalty: 4554.854980
	Iteration 15Q: 3 clusters Score -1077821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1077835.250000 Penalty: 4554.854980
	Iteration 16Q: 3 clusters Score -1077835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1077842.750000 Penalty: 4554.854980
	Iteration 17Q: 3 clusters Score -1077843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1077847.125000 Penalty: 4554.854980
	Iteration 18Q: 3 clusters Score -1077847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1077849.875000 Penalty: 4554.854980
	Iteration 19Q: 3 clusters Score -1077850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1077851.375000 Penalty: 4554.854980
	Iteration 20F: 3 clusters Score -1077851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1077854.875000 Penalty: 4554.854980
	Iteration 21Q: 3 clusters Score -1077855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1077856.500000 Penalty: 4554.854980
	Iteration 22Q: 3 clusters Score -1077856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1077856.375000 Penalty: 4554.854980
	Iteration 23Q: 3 clusters Score -1077856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1077860.125000 Penalty: 4554.854980
	Iteration 24Q: 3 clusters Score -1077860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1077864.375000 Penalty: 4554.854980
	Iteration 25Q: 3 clusters Score -1077864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1077867.125000 Penalty: 4554.854980
	Iteration 26Q: 3 clusters Score -1077867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1077868.875000 Penalty: 4554.854980
	Iteration 27Q: 3 clusters Score -1077869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1077871.375000 Penalty: 4554.854980
	Iteration 28Q: 3 clusters Score -1077871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1077872.875000 Penalty: 4554.854980
	Iteration 29Q: 3 clusters Score -1077873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1077875.250000 Penalty: 4554.854980
	Iteration 30Q: 3 clusters Score -1077875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1077878.125000 Penalty: 4554.854980
	Iteration 31Q: 3 clusters Score -1077878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1077881.000000 Penalty: 4554.854980
	Iteration 32Q: 3 clusters Score -1077881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1077879.500000 Penalty: 4554.854980
	Iteration 33Q: 3 clusters Score -1077880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1077880.250000 Penalty: 4554.854980
	Iteration 34Q: 3 clusters Score -1077880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1077880.250000 Penalty: 4554.854980
	Iteration 35F: 3 clusters Score -1077880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Entering Unmasked Estep 
Score: -3584451.500000 Penalty: 2565.750244
	Iteration 0F: 2 clusters Score -3584452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3563076.500000 Penalty: 5131.500488
	Iteration 0F: 3 clusters Score -3563076 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3570844.000000 Penalty: 5131.500488
	Iteration 1F: 3 clusters Score -3570844 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3571346.250000 Penalty: 5131.500488
	Iteration 2Q: 3 clusters Score -3571346 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3571843.000000 Penalty: 5131.500488
	Iteration 3Q: 3 clusters Score -3571843 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3572458.000000 Penalty: 5131.500488
	Iteration 4Q: 3 clusters Score -3572458 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3573256.250000 Penalty: 5131.500488
	Iteration 5Q: 3 clusters Score -3573256 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3574212.000000 Penalty: 5131.500488
	Iteration 6F: 3 clusters Score -3574212 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3575373.500000 Penalty: 5131.500488
	Iteration 7F: 3 clusters Score -3575374 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3576634.750000 Penalty: 5131.500488
	Iteration 8F: 3 clusters Score -3576635 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3577950.500000 Penalty: 5131.500488
	Iteration 9F: 3 clusters Score -3577950 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3579072.750000 Penalty: 5131.500488
	Iteration 10F: 3 clusters Score -3579073 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3580021.250000 Penalty: 5131.500488
	Iteration 11Q: 3 clusters Score -3580021 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3580827.500000 Penalty: 5131.500488
	Iteration 12Q: 3 clusters Score -3580828 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3581456.500000 Penalty: 5131.500488
	Iteration 13Q: 3 clusters Score -3581456 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3581873.250000 Penalty: 5131.500488
	Iteration 14Q: 3 clusters Score -3581873 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3582118.750000 Penalty: 5131.500488
	Iteration 15Q: 3 clusters Score -3582119 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3582258.750000 Penalty: 5131.500488
	Iteration 16Q: 3 clusters Score -3582259 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3582322.750000 Penalty: 5131.500488
	Iteration 17Q: 3 clusters Score -3582323 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3582359.250000 Penalty: 5131.500488
	Iteration 18Q: 3 clusters Score -3582359 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3582385.750000 Penalty: 5131.500488
	Iteration 19Q: 3 clusters Score -3582386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3582406.000000 Penalty: 5131.500488
	Iteration 20F: 3 clusters Score -3582406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3582424.500000 Penalty: 5131.500488
	Iteration 21Q: 3 clusters Score -3582424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3582426.750000 Penalty: 5131.500488
	Iteration 22Q: 3 clusters Score -3582427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3582428.000000 Penalty: 5131.500488
	Iteration 23Q: 3 clusters Score -3582428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3582430.500000 Penalty: 5131.500488
	Iteration 24Q: 3 clusters Score -3582430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3582432.500000 Penalty: 5131.500488
	Iteration 25Q: 3 clusters Score -3582432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3582427.000000 Penalty: 5131.500488
	Iteration 26Q: 3 clusters Score -3582427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3582429.500000 Penalty: 5131.500488
	Iteration 27Q: 3 clusters Score -3582430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3582429.500000 Penalty: 5131.500488
	Iteration 28Q: 3 clusters Score -3582430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3582433.000000 Penalty: 5131.500488
	Iteration 29Q: 3 clusters Score -3582433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3582431.750000 Penalty: 5131.500488
	Iteration 30Q: 3 clusters Score -3582432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3582436.000000 Penalty: 5131.500488
	Iteration 31Q: 3 clusters Score -3582436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3582446.000000 Penalty: 5131.500488
	Iteration 32Q: 3 clusters Score -3582446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3582456.000000 Penalty: 5131.500488
	Iteration 33Q: 3 clusters Score -3582456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3582460.500000 Penalty: 5131.500488
	Iteration 34Q: 3 clusters Score -3582460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3582463.500000 Penalty: 5131.500488
	Iteration 35Q: 3 clusters Score -3582464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3582459.000000 Penalty: 5131.500488
	Iteration 36Q: 3 clusters Score -3582459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3582458.500000 Penalty: 5131.500488
	Iteration 37Q: 3 clusters Score -3582458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3582472.250000 Penalty: 5131.500488
	Iteration 38Q: 3 clusters Score -3582472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3582472.000000 Penalty: 5131.500488
	Iteration 39Q: 3 clusters Score -3582472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3582471.750000 Penalty: 5131.500488
	Iteration 40F: 3 clusters Score -3582472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3582482.250000 Penalty: 5131.500488
	Iteration 41Q: 3 clusters Score -3582482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3582490.250000 Penalty: 5131.500488
	Iteration 42Q: 3 clusters Score -3582490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3582501.500000 Penalty: 5131.500488
	Iteration 43Q: 3 clusters Score -3582502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3582498.000000 Penalty: 5131.500488
	Iteration 44Q: 3 clusters Score -3582498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3582502.500000 Penalty: 5131.500488
	Iteration 45Q: 3 clusters Score -3582502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3582510.000000 Penalty: 5131.500488
	Iteration 46Q: 3 clusters Score -3582510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3582518.500000 Penalty: 5131.500488
	Iteration 47Q: 3 clusters Score -3582518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3582534.750000 Penalty: 5131.500488
	Iteration 48Q: 3 clusters Score -3582535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3582540.500000 Penalty: 5131.500488
	Iteration 49Q: 3 clusters Score -3582540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3582548.500000 Penalty: 5131.500488
	Iteration 50Q: 3 clusters Score -3582548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3582551.500000 Penalty: 5131.500488
	Iteration 51Q: 3 clusters Score -3582552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3582563.500000 Penalty: 5131.500488
	Iteration 52Q: 3 clusters Score -3582564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3582568.750000 Penalty: 5131.500488
	Iteration 53Q: 3 clusters Score -3582569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3582580.500000 Penalty: 5131.500488
	Iteration 54Q: 3 clusters Score -3582580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3582591.250000 Penalty: 5131.500488
	Iteration 55Q: 3 clusters Score -3582591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3582590.000000 Penalty: 5131.500488
	Iteration 56Q: 3 clusters Score -3582590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3582600.500000 Penalty: 5131.500488
	Iteration 57Q: 3 clusters Score -3582600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3582603.500000 Penalty: 5131.500488
	Iteration 58Q: 3 clusters Score -3582604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3582605.250000 Penalty: 5131.500488
	Iteration 59Q: 3 clusters Score -3582605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3582617.500000 Penalty: 5131.500488
	Iteration 60F: 3 clusters Score -3582618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3582622.500000 Penalty: 5131.500488
	Iteration 61Q: 3 clusters Score -3582622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3582627.500000 Penalty: 5131.500488
	Iteration 62Q: 3 clusters Score -3582628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3582634.250000 Penalty: 5131.500488
	Iteration 63Q: 3 clusters Score -3582634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3582631.000000 Penalty: 5131.500488
	Iteration 64Q: 3 clusters Score -3582631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3582644.500000 Penalty: 5131.500488
	Iteration 65Q: 3 clusters Score -3582644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3582660.250000 Penalty: 5131.500488
	Iteration 66Q: 3 clusters Score -3582660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3582661.750000 Penalty: 5131.500488
	Iteration 67Q: 3 clusters Score -3582662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3582671.500000 Penalty: 5131.500488
	Iteration 68Q: 3 clusters Score -3582672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3582682.250000 Penalty: 5131.500488
	Iteration 69Q: 3 clusters Score -3582682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3582676.000000 Penalty: 5131.500488
	Iteration 70Q: 3 clusters Score -3582676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3582679.500000 Penalty: 5131.500488
	Iteration 71Q: 3 clusters Score -3582680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3582678.000000 Penalty: 5131.500488
	Iteration 72Q: 3 clusters Score -3582678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3582700.500000 Penalty: 5131.500488
	Iteration 73Q: 3 clusters Score -3582700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3582702.750000 Penalty: 5131.500488
	Iteration 74Q: 3 clusters Score -3582703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3582711.000000 Penalty: 5131.500488
	Iteration 75Q: 3 clusters Score -3582711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3582728.250000 Penalty: 5131.500488
	Iteration 76Q: 3 clusters Score -3582728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3582732.750000 Penalty: 5131.500488
	Iteration 77Q: 3 clusters Score -3582733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3582744.250000 Penalty: 5131.500488
	Iteration 78Q: 3 clusters Score -3582744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3582754.000000 Penalty: 5131.500488
	Iteration 79Q: 3 clusters Score -3582754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3582769.750000 Penalty: 5131.500488
	Iteration 80F: 3 clusters Score -3582770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3582776.500000 Penalty: 5131.500488
	Iteration 81Q: 3 clusters Score -3582776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3582774.250000 Penalty: 5131.500488
	Iteration 82Q: 3 clusters Score -3582774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3582772.500000 Penalty: 5131.500488
	Iteration 83Q: 3 clusters Score -3582772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3582778.250000 Penalty: 5131.500488
	Iteration 84Q: 3 clusters Score -3582778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3582787.000000 Penalty: 5131.500488
	Iteration 85Q: 3 clusters Score -3582787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3582794.250000 Penalty: 5131.500488
	Iteration 86Q: 3 clusters Score -3582794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3582789.000000 Penalty: 5131.500488
	Iteration 87Q: 3 clusters Score -3582789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3582804.250000 Penalty: 5131.500488
	Iteration 88Q: 3 clusters Score -3582804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3582818.500000 Penalty: 5131.500488
	Iteration 89Q: 3 clusters Score -3582818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3582815.500000 Penalty: 5131.500488
	Iteration 90Q: 3 clusters Score -3582816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3582824.500000 Penalty: 5131.500488
	Iteration 91Q: 3 clusters Score -3582824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3582837.500000 Penalty: 5131.500488
	Iteration 92Q: 3 clusters Score -3582838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3582845.500000 Penalty: 5131.500488
	Iteration 93Q: 3 clusters Score -3582846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3582860.750000 Penalty: 5131.500488
	Iteration 94Q: 3 clusters Score -3582861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3582862.000000 Penalty: 5131.500488
	Iteration 95Q: 3 clusters Score -3582862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3582876.750000 Penalty: 5131.500488
	Iteration 96Q: 3 clusters Score -3582877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3582877.000000 Penalty: 5131.500488
	Iteration 97Q: 3 clusters Score -3582877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3582887.750000 Penalty: 5131.500488
	Iteration 98Q: 3 clusters Score -3582888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3582896.750000 Penalty: 5131.500488
	Iteration 99Q: 3 clusters Score -3582897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3582901.000000 Penalty: 5131.500488
	Iteration 100F: 3 clusters Score -3582901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3582900.750000 Penalty: 5131.500488
	Iteration 101Q: 3 clusters Score -3582901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3582909.250000 Penalty: 5131.500488
	Iteration 102Q: 3 clusters Score -3582909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3582909.750000 Penalty: 5131.500488
	Iteration 103Q: 3 clusters Score -3582910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3582921.500000 Penalty: 5131.500488
	Iteration 104Q: 3 clusters Score -3582922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3582921.250000 Penalty: 5131.500488
	Iteration 105Q: 3 clusters Score -3582921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3582925.750000 Penalty: 5131.500488
	Iteration 106Q: 3 clusters Score -3582926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3582923.250000 Penalty: 5131.500488
	Iteration 107Q: 3 clusters Score -3582923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3582936.000000 Penalty: 5131.500488
	Iteration 108Q: 3 clusters Score -3582936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3582930.000000 Penalty: 5131.500488
	Iteration 109Q: 3 clusters Score -3582930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3582934.250000 Penalty: 5131.500488
	Iteration 110Q: 3 clusters Score -3582934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3582933.500000 Penalty: 5131.500488
	Iteration 111Q: 3 clusters Score -3582934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3582938.750000 Penalty: 5131.500488
	Iteration 112Q: 3 clusters Score -3582939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3582951.000000 Penalty: 5131.500488
	Iteration 113Q: 3 clusters Score -3582951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3582947.500000 Penalty: 5131.500488
	Iteration 114Q: 3 clusters Score -3582948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3582950.000000 Penalty: 5131.500488
	Iteration 115Q: 3 clusters Score -3582950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3582954.250000 Penalty: 5131.500488
	Iteration 116Q: 3 clusters Score -3582954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3582957.750000 Penalty: 5131.500488
	Iteration 117Q: 3 clusters Score -3582958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3582974.750000 Penalty: 5131.500488
	Iteration 118Q: 3 clusters Score -3582975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3582977.500000 Penalty: 5131.500488
	Iteration 119Q: 3 clusters Score -3582978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3582975.750000 Penalty: 5131.500488
	Iteration 120F: 3 clusters Score -3582976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3582981.500000 Penalty: 5131.500488
	Iteration 121Q: 3 clusters Score -3582982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3582987.250000 Penalty: 5131.500488
	Iteration 122Q: 3 clusters Score -3582987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3582978.000000 Penalty: 5131.500488
	Iteration 123Q: 3 clusters Score -3582978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3582979.000000 Penalty: 5131.500488
	Iteration 124Q: 3 clusters Score -3582979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3582986.250000 Penalty: 5131.500488
	Iteration 125Q: 3 clusters Score -3582986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3582989.500000 Penalty: 5131.500488
	Iteration 126Q: 3 clusters Score -3582990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3582988.000000 Penalty: 5131.500488
	Iteration 127Q: 3 clusters Score -3582988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3582992.750000 Penalty: 5131.500488
	Iteration 128Q: 3 clusters Score -3582993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3582994.500000 Penalty: 5131.500488
	Iteration 129Q: 3 clusters Score -3582994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3582995.500000 Penalty: 5131.500488
	Iteration 130Q: 3 clusters Score -3582996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3582999.250000 Penalty: 5131.500488
	Iteration 131Q: 3 clusters Score -3582999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3583001.250000 Penalty: 5131.500488
	Iteration 132Q: 3 clusters Score -3583001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3582998.250000 Penalty: 5131.500488
	Iteration 133Q: 3 clusters Score -3582998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3582991.750000 Penalty: 5131.500488
	Iteration 134Q: 3 clusters Score -3582992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3583000.250000 Penalty: 5131.500488
	Iteration 135Q: 3 clusters Score -3583000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3583008.000000 Penalty: 5131.500488
	Iteration 136Q: 3 clusters Score -3583008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3583008.750000 Penalty: 5131.500488
	Iteration 137Q: 3 clusters Score -3583009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3583013.500000 Penalty: 5131.500488
	Iteration 138Q: 3 clusters Score -3583014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3583008.750000 Penalty: 5131.500488
	Iteration 139Q: 3 clusters Score -3583009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3583006.500000 Penalty: 5131.500488
	Iteration 140F: 3 clusters Score -3583006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3583002.750000 Penalty: 5131.500488
	Iteration 141Q: 3 clusters Score -3583003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3582999.000000 Penalty: 5131.500488
	Iteration 142Q: 3 clusters Score -3582999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3583011.000000 Penalty: 5131.500488
	Iteration 143Q: 3 clusters Score -3583011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3583010.000000 Penalty: 5131.500488
	Iteration 144Q: 3 clusters Score -3583010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3583014.500000 Penalty: 5131.500488
	Iteration 145Q: 3 clusters Score -3583014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3583016.250000 Penalty: 5131.500488
	Iteration 146Q: 3 clusters Score -3583016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3583017.000000 Penalty: 5131.500488
	Iteration 147Q: 3 clusters Score -3583017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3583016.250000 Penalty: 5131.500488
	Iteration 148Q: 3 clusters Score -3583016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3583014.750000 Penalty: 5131.500488
	Iteration 149Q: 3 clusters Score -3583015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3583012.750000 Penalty: 5131.500488
	Iteration 150Q: 3 clusters Score -3583013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3583015.000000 Penalty: 5131.500488
	Iteration 151Q: 3 clusters Score -3583015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3583012.250000 Penalty: 5131.500488
	Iteration 152Q: 3 clusters Score -3583012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3583014.750000 Penalty: 5131.500488
	Iteration 153Q: 3 clusters Score -3583015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3583014.500000 Penalty: 5131.500488
	Iteration 154Q: 3 clusters Score -3583014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3583010.750000 Penalty: 5131.500488
	Iteration 155Q: 3 clusters Score -3583011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3583015.500000 Penalty: 5131.500488
	Iteration 156Q: 3 clusters Score -3583016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3583024.500000 Penalty: 5131.500488
	Iteration 157Q: 3 clusters Score -3583024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3583017.750000 Penalty: 5131.500488
	Iteration 158Q: 3 clusters Score -3583018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3583018.500000 Penalty: 5131.500488
	Iteration 159Q: 3 clusters Score -3583018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3583018.250000 Penalty: 5131.500488
	Iteration 160F: 3 clusters Score -3583018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3583016.250000 Penalty: 5131.500488
	Iteration 161Q: 3 clusters Score -3583016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3583017.500000 Penalty: 5131.500488
	Iteration 162Q: 3 clusters Score -3583018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3583018.750000 Penalty: 5131.500488
	Iteration 163Q: 3 clusters Score -3583019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3583019.750000 Penalty: 5131.500488
	Iteration 164Q: 3 clusters Score -3583020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3583021.500000 Penalty: 5131.500488
	Iteration 165Q: 3 clusters Score -3583022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3583018.500000 Penalty: 5131.500488
	Iteration 166Q: 3 clusters Score -3583018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3583021.750000 Penalty: 5131.500488
	Iteration 167Q: 3 clusters Score -3583022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3583028.000000 Penalty: 5131.500488
	Iteration 168Q: 3 clusters Score -3583028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3583026.250000 Penalty: 5131.500488
	Iteration 169Q: 3 clusters Score -3583026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3583021.250000 Penalty: 5131.500488
	Iteration 170Q: 3 clusters Score -3583021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3583024.250000 Penalty: 5131.500488
	Iteration 171Q: 3 clusters Score -3583024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3583021.000000 Penalty: 5131.500488
	Iteration 172Q: 3 clusters Score -3583021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3583023.250000 Penalty: 5131.500488
	Iteration 173Q: 3 clusters Score -3583023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3583019.000000 Penalty: 5131.500488
	Iteration 174Q: 3 clusters Score -3583019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3583021.500000 Penalty: 5131.500488
	Iteration 175Q: 3 clusters Score -3583022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3583025.500000 Penalty: 5131.500488
	Iteration 176Q: 3 clusters Score -3583026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3583025.750000 Penalty: 5131.500488
	Iteration 177Q: 3 clusters Score -3583026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3583031.250000 Penalty: 5131.500488
	Iteration 178Q: 3 clusters Score -3583031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3583029.500000 Penalty: 5131.500488
	Iteration 179Q: 3 clusters Score -3583030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3583028.750000 Penalty: 5131.500488
	Iteration 180F: 3 clusters Score -3583029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3583028.750000 Penalty: 5131.500488
	Iteration 181Q: 3 clusters Score -3583029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3583033.000000 Penalty: 5131.500488
	Iteration 182Q: 3 clusters Score -3583033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3583031.250000 Penalty: 5131.500488
	Iteration 183Q: 3 clusters Score -3583031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3583029.000000 Penalty: 5131.500488
	Iteration 184Q: 3 clusters Score -3583029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3583031.500000 Penalty: 5131.500488
	Iteration 185Q: 3 clusters Score -3583032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3583030.000000 Penalty: 5131.500488
	Iteration 186Q: 3 clusters Score -3583030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3583030.000000 Penalty: 5131.500488
	Iteration 187F: 3 clusters Score -3583030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Entering Unmasked Estep 
Score: -1286111.250000 Penalty: 2328.531250
	Iteration 0F: 2 clusters Score -1286111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1277222.875000 Penalty: 4657.062500
	Iteration 0F: 3 clusters Score -1277223 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1280090.875000 Penalty: 4657.062500
	Iteration 1F: 3 clusters Score -1280091 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1280567.500000 Penalty: 4657.062500
	Iteration 2F: 3 clusters Score -1280568 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1280959.375000 Penalty: 4657.062500
	Iteration 3F: 3 clusters Score -1280959 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1281342.250000 Penalty: 4657.062500
	Iteration 4F: 3 clusters Score -1281342 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1281717.250000 Penalty: 4657.062500
	Iteration 5F: 3 clusters Score -1281717 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1282119.750000 Penalty: 4657.062500
	Iteration 6Q: 3 clusters Score -1282120 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1282473.750000 Penalty: 4657.062500
	Iteration 7Q: 3 clusters Score -1282474 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1282704.250000 Penalty: 4657.062500
	Iteration 8Q: 3 clusters Score -1282704 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1282886.375000 Penalty: 4657.062500
	Iteration 9Q: 3 clusters Score -1282886 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1283085.500000 Penalty: 4657.062500
	Iteration 10Q: 3 clusters Score -1283086 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1283215.875000 Penalty: 4657.062500
	Iteration 11Q: 3 clusters Score -1283216 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1283325.000000 Penalty: 4657.062500
	Iteration 12Q: 3 clusters Score -1283325 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1283424.125000 Penalty: 4657.062500
	Iteration 13Q: 3 clusters Score -1283424 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1283505.250000 Penalty: 4657.062500
	Iteration 14Q: 3 clusters Score -1283505 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1283564.125000 Penalty: 4657.062500
	Iteration 15Q: 3 clusters Score -1283564 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1283619.125000 Penalty: 4657.062500
	Iteration 16Q: 3 clusters Score -1283619 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1283664.375000 Penalty: 4657.062500
	Iteration 17Q: 3 clusters Score -1283664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1283706.750000 Penalty: 4657.062500
	Iteration 18Q: 3 clusters Score -1283707 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1283748.875000 Penalty: 4657.062500
	Iteration 19Q: 3 clusters Score -1283749 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1283792.500000 Penalty: 4657.062500
	Iteration 20F: 3 clusters Score -1283792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1283832.625000 Penalty: 4657.062500
	Iteration 21Q: 3 clusters Score -1283833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1283880.000000 Penalty: 4657.062500
	Iteration 22Q: 3 clusters Score -1283880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1283931.250000 Penalty: 4657.062500
	Iteration 23Q: 3 clusters Score -1283931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1283990.875000 Penalty: 4657.062500
	Iteration 24Q: 3 clusters Score -1283991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1284064.375000 Penalty: 4657.062500
	Iteration 25Q: 3 clusters Score -1284064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1284180.125000 Penalty: 4657.062500
	Iteration 26Q: 3 clusters Score -1284180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1284300.625000 Penalty: 4657.062500
	Iteration 27Q: 3 clusters Score -1284301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1284400.625000 Penalty: 4657.062500
	Iteration 28Q: 3 clusters Score -1284401 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1284478.625000 Penalty: 4657.062500
	Iteration 29Q: 3 clusters Score -1284479 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1284547.125000 Penalty: 4657.062500
	Iteration 30Q: 3 clusters Score -1284547 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1284590.500000 Penalty: 4657.062500
	Iteration 31Q: 3 clusters Score -1284590 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1284627.125000 Penalty: 4657.062500
	Iteration 32Q: 3 clusters Score -1284627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1284657.250000 Penalty: 4657.062500
	Iteration 33Q: 3 clusters Score -1284657 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1284682.125000 Penalty: 4657.062500
	Iteration 34Q: 3 clusters Score -1284682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1284699.125000 Penalty: 4657.062500
	Iteration 35Q: 3 clusters Score -1284699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1284727.750000 Penalty: 4657.062500
	Iteration 36Q: 3 clusters Score -1284728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1284743.375000 Penalty: 4657.062500
	Iteration 37Q: 3 clusters Score -1284743 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1284761.250000 Penalty: 4657.062500
	Iteration 38Q: 3 clusters Score -1284761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1284781.750000 Penalty: 4657.062500
	Iteration 39Q: 3 clusters Score -1284782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1284790.875000 Penalty: 4657.062500
	Iteration 40F: 3 clusters Score -1284791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1284806.500000 Penalty: 4657.062500
	Iteration 41Q: 3 clusters Score -1284806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1284824.250000 Penalty: 4657.062500
	Iteration 42Q: 3 clusters Score -1284824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1284824.250000 Penalty: 4657.062500
	Iteration 43Q: 3 clusters Score -1284824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1284830.750000 Penalty: 4657.062500
	Iteration 44Q: 3 clusters Score -1284831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1284838.375000 Penalty: 4657.062500
	Iteration 45Q: 3 clusters Score -1284838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1284854.375000 Penalty: 4657.062500
	Iteration 46Q: 3 clusters Score -1284854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1284864.250000 Penalty: 4657.062500
	Iteration 47Q: 3 clusters Score -1284864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1284876.250000 Penalty: 4657.062500
	Iteration 48Q: 3 clusters Score -1284876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1284884.750000 Penalty: 4657.062500
	Iteration 49Q: 3 clusters Score -1284885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1284898.000000 Penalty: 4657.062500
	Iteration 50Q: 3 clusters Score -1284898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1284912.125000 Penalty: 4657.062500
	Iteration 51Q: 3 clusters Score -1284912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1284931.125000 Penalty: 4657.062500
	Iteration 52Q: 3 clusters Score -1284931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1284943.375000 Penalty: 4657.062500
	Iteration 53Q: 3 clusters Score -1284943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1284966.250000 Penalty: 4657.062500
	Iteration 54Q: 3 clusters Score -1284966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1284986.500000 Penalty: 4657.062500
	Iteration 55Q: 3 clusters Score -1284986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1285006.125000 Penalty: 4657.062500
	Iteration 56Q: 3 clusters Score -1285006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1285017.625000 Penalty: 4657.062500
	Iteration 57Q: 3 clusters Score -1285018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1285039.125000 Penalty: 4657.062500
	Iteration 58Q: 3 clusters Score -1285039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1285062.500000 Penalty: 4657.062500
	Iteration 59Q: 3 clusters Score -1285062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1285090.500000 Penalty: 4657.062500
	Iteration 60F: 3 clusters Score -1285090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1285117.500000 Penalty: 4657.062500
	Iteration 61Q: 3 clusters Score -1285118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1285136.625000 Penalty: 4657.062500
	Iteration 62Q: 3 clusters Score -1285137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1285155.625000 Penalty: 4657.062500
	Iteration 63Q: 3 clusters Score -1285156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1285164.250000 Penalty: 4657.062500
	Iteration 64Q: 3 clusters Score -1285164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1285171.500000 Penalty: 4657.062500
	Iteration 65Q: 3 clusters Score -1285172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1285179.125000 Penalty: 4657.062500
	Iteration 66Q: 3 clusters Score -1285179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1285183.500000 Penalty: 4657.062500
	Iteration 67Q: 3 clusters Score -1285184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1285184.750000 Penalty: 4657.062500
	Iteration 68Q: 3 clusters Score -1285185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1285186.125000 Penalty: 4657.062500
	Iteration 69Q: 3 clusters Score -1285186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1285187.625000 Penalty: 4657.062500
	Iteration 70Q: 3 clusters Score -1285188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1285189.250000 Penalty: 4657.062500
	Iteration 71Q: 3 clusters Score -1285189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1285189.750000 Penalty: 4657.062500
	Iteration 72Q: 3 clusters Score -1285190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1285191.250000 Penalty: 4657.062500
	Iteration 73Q: 3 clusters Score -1285191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1285191.250000 Penalty: 4657.062500
	Iteration 74F: 3 clusters Score -1285191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1636106.500000 Penalty: 2368.334717
	Iteration 0F: 2 clusters Score -1636106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1625903.625000 Penalty: 4736.669434
	Iteration 0F: 3 clusters Score -1625904 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1629137.125000 Penalty: 4736.669434
	Iteration 1F: 3 clusters Score -1629137 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1629469.500000 Penalty: 4736.669434
	Iteration 2F: 3 clusters Score -1629470 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1629764.750000 Penalty: 4736.669434
	Iteration 3Q: 3 clusters Score -1629765 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1630103.750000 Penalty: 4736.669434
	Iteration 4Q: 3 clusters Score -1630104 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1630578.250000 Penalty: 4736.669434
	Iteration 5Q: 3 clusters Score -1630578 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1631294.500000 Penalty: 4736.669434
	Iteration 6F: 3 clusters Score -1631294 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1632207.125000 Penalty: 4736.669434
	Iteration 7F: 3 clusters Score -1632207 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1633095.625000 Penalty: 4736.669434
	Iteration 8F: 3 clusters Score -1633096 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1633707.500000 Penalty: 4736.669434
	Iteration 9F: 3 clusters Score -1633708 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1634092.125000 Penalty: 4736.669434
	Iteration 10Q: 3 clusters Score -1634092 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1634348.625000 Penalty: 4736.669434
	Iteration 11Q: 3 clusters Score -1634349 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1634518.750000 Penalty: 4736.669434
	Iteration 12Q: 3 clusters Score -1634519 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1634656.500000 Penalty: 4736.669434
	Iteration 13Q: 3 clusters Score -1634656 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1634784.125000 Penalty: 4736.669434
	Iteration 14Q: 3 clusters Score -1634784 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1634883.875000 Penalty: 4736.669434
	Iteration 15Q: 3 clusters Score -1634884 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1634950.875000 Penalty: 4736.669434
	Iteration 16Q: 3 clusters Score -1634951 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1635002.125000 Penalty: 4736.669434
	Iteration 17Q: 3 clusters Score -1635002 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1635055.125000 Penalty: 4736.669434
	Iteration 18Q: 3 clusters Score -1635055 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1635124.250000 Penalty: 4736.669434
	Iteration 19Q: 3 clusters Score -1635124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1635214.750000 Penalty: 4736.669434
	Iteration 20F: 3 clusters Score -1635215 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1635367.750000 Penalty: 4736.669434
	Iteration 21Q: 3 clusters Score -1635368 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1635576.250000 Penalty: 4736.669434
	Iteration 22Q: 3 clusters Score -1635576 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1635834.250000 Penalty: 4736.669434
	Iteration 23Q: 3 clusters Score -1635834 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1636097.250000 Penalty: 4736.669434
	Iteration 24Q: 3 clusters Score -1636097 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1636286.250000 Penalty: 4736.669434
	Iteration 25Q: 3 clusters Score -1636286 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1636397.125000 Penalty: 4736.669434
	Iteration 26Q: 3 clusters Score -1636397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1636468.375000 Penalty: 4736.669434
	Iteration 27Q: 3 clusters Score -1636468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1636499.500000 Penalty: 4736.669434
	Iteration 28Q: 3 clusters Score -1636500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1636521.125000 Penalty: 4736.669434
	Iteration 29Q: 3 clusters Score -1636521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1636532.625000 Penalty: 4736.669434
	Iteration 30Q: 3 clusters Score -1636533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1636539.250000 Penalty: 4736.669434
	Iteration 31Q: 3 clusters Score -1636539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1636543.750000 Penalty: 4736.669434
	Iteration 32Q: 3 clusters Score -1636544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1636547.750000 Penalty: 4736.669434
	Iteration 33Q: 3 clusters Score -1636548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1636550.125000 Penalty: 4736.669434
	Iteration 34Q: 3 clusters Score -1636550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1636554.875000 Penalty: 4736.669434
	Iteration 35Q: 3 clusters Score -1636555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1636556.000000 Penalty: 4736.669434
	Iteration 36Q: 3 clusters Score -1636556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1636557.875000 Penalty: 4736.669434
	Iteration 37Q: 3 clusters Score -1636558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1636556.375000 Penalty: 4736.669434
	Iteration 38Q: 3 clusters Score -1636556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1636556.375000 Penalty: 4736.669434
	Iteration 39F: 3 clusters Score -1636556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 7210 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 12417 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 1904 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6831 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Entering Unmasked Estep 
Score: -212284512.000000 Penalty: 352122.781250
Splitting cluster 5 changes total score from -212285680.000000 to -212284512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (63690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Entering Unmasked Estep 
Score: -7282880.000000 Penalty: 2743.322266
	Iteration 0F: 2 clusters Score -7282880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -7240132.500000 Penalty: 5486.644531
	Iteration 0F: 3 clusters Score -7240132 nChanged 29625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -7256680.000000 Penalty: 5486.644531
	Iteration 1F: 3 clusters Score -7256680 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -7257411.500000 Penalty: 5486.644531
	Iteration 2Q: 3 clusters Score -7257412 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7258238.500000 Penalty: 5486.644531
	Iteration 3Q: 3 clusters Score -7258238 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -7259280.000000 Penalty: 5486.644531
	Iteration 4Q: 3 clusters Score -7259280 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7260712.000000 Penalty: 5486.644531
	Iteration 5Q: 3 clusters Score -7260712 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -7262706.500000 Penalty: 5486.644531
	Iteration 6F: 3 clusters Score -7262706 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -7265180.500000 Penalty: 5486.644531
	Iteration 7F: 3 clusters Score -7265180 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -7267589.000000 Penalty: 5486.644531
	Iteration 8F: 3 clusters Score -7267589 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7269390.500000 Penalty: 5486.644531
	Iteration 9F: 3 clusters Score -7269390 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -7270815.000000 Penalty: 5486.644531
	Iteration 10Q: 3 clusters Score -7270815 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -7272122.500000 Penalty: 5486.644531
	Iteration 11Q: 3 clusters Score -7272122 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -7273309.000000 Penalty: 5486.644531
	Iteration 12Q: 3 clusters Score -7273309 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -7274409.500000 Penalty: 5486.644531
	Iteration 13Q: 3 clusters Score -7274410 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -7275389.000000 Penalty: 5486.644531
	Iteration 14Q: 3 clusters Score -7275389 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -7276139.500000 Penalty: 5486.644531
	Iteration 15Q: 3 clusters Score -7276140 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -7276713.500000 Penalty: 5486.644531
	Iteration 16Q: 3 clusters Score -7276714 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -7277053.000000 Penalty: 5486.644531
	Iteration 17Q: 3 clusters Score -7277053 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -7277381.500000 Penalty: 5486.644531
	Iteration 18Q: 3 clusters Score -7277382 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -7277617.000000 Penalty: 5486.644531
	Iteration 19Q: 3 clusters Score -7277617 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -7277742.000000 Penalty: 5486.644531
	Iteration 20F: 3 clusters Score -7277742 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -7277877.500000 Penalty: 5486.644531
	Iteration 21Q: 3 clusters Score -7277878 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -7277979.500000 Penalty: 5486.644531
	Iteration 22Q: 3 clusters Score -7277980 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -7278129.500000 Penalty: 5486.644531
	Iteration 23Q: 3 clusters Score -7278130 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7278237.000000 Penalty: 5486.644531
	Iteration 24Q: 3 clusters Score -7278237 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7278351.500000 Penalty: 5486.644531
	Iteration 25Q: 3 clusters Score -7278352 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -7278524.000000 Penalty: 5486.644531
	Iteration 26Q: 3 clusters Score -7278524 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -7278667.500000 Penalty: 5486.644531
	Iteration 27Q: 3 clusters Score -7278668 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7278843.500000 Penalty: 5486.644531
	Iteration 28Q: 3 clusters Score -7278844 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7279034.500000 Penalty: 5486.644531
	Iteration 29Q: 3 clusters Score -7279034 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -7279213.000000 Penalty: 5486.644531
	Iteration 30Q: 3 clusters Score -7279213 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -7279505.500000 Penalty: 5486.644531
	Iteration 31Q: 3 clusters Score -7279506 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -7279903.500000 Penalty: 5486.644531
	Iteration 32Q: 3 clusters Score -7279904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7280346.500000 Penalty: 5486.644531
	Iteration 33Q: 3 clusters Score -7280346 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -7280833.000000 Penalty: 5486.644531
	Iteration 34Q: 3 clusters Score -7280833 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7281256.000000 Penalty: 5486.644531
	Iteration 35Q: 3 clusters Score -7281256 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7281570.500000 Penalty: 5486.644531
	Iteration 36Q: 3 clusters Score -7281570 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -7281796.000000 Penalty: 5486.644531
	Iteration 37Q: 3 clusters Score -7281796 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -7281901.500000 Penalty: 5486.644531
	Iteration 38Q: 3 clusters Score -7281902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -7281959.500000 Penalty: 5486.644531
	Iteration 39Q: 3 clusters Score -7281960 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7281997.000000 Penalty: 5486.644531
	Iteration 40F: 3 clusters Score -7281997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7282013.500000 Penalty: 5486.644531
	Iteration 41Q: 3 clusters Score -7282014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -7282027.000000 Penalty: 5486.644531
	Iteration 42Q: 3 clusters Score -7282027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -7282029.500000 Penalty: 5486.644531
	Iteration 43Q: 3 clusters Score -7282030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7282034.500000 Penalty: 5486.644531
	Iteration 44Q: 3 clusters Score -7282034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -7282037.000000 Penalty: 5486.644531
	Iteration 45Q: 3 clusters Score -7282037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -7282030.000000 Penalty: 5486.644531
	Iteration 46Q: 3 clusters Score -7282030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7282033.000000 Penalty: 5486.644531
	Iteration 47Q: 3 clusters Score -7282033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -7282020.500000 Penalty: 5486.644531
	Iteration 48Q: 3 clusters Score -7282020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -7282032.500000 Penalty: 5486.644531
	Iteration 49Q: 3 clusters Score -7282032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7282042.000000 Penalty: 5486.644531
	Iteration 50Q: 3 clusters Score -7282042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -7282036.000000 Penalty: 5486.644531
	Iteration 51Q: 3 clusters Score -7282036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7282045.000000 Penalty: 5486.644531
	Iteration 52Q: 3 clusters Score -7282045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -7282040.500000 Penalty: 5486.644531
	Iteration 53Q: 3 clusters Score -7282040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -7282052.500000 Penalty: 5486.644531
	Iteration 54Q: 3 clusters Score -7282052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7282051.500000 Penalty: 5486.644531
	Iteration 55Q: 3 clusters Score -7282052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -7282054.500000 Penalty: 5486.644531
	Iteration 56Q: 3 clusters Score -7282054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -7282047.000000 Penalty: 5486.644531
	Iteration 57Q: 3 clusters Score -7282047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -7282046.000000 Penalty: 5486.644531
	Iteration 58Q: 3 clusters Score -7282046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7282042.000000 Penalty: 5486.644531
	Iteration 59Q: 3 clusters Score -7282042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7282041.000000 Penalty: 5486.644531
	Iteration 60F: 3 clusters Score -7282041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7282048.500000 Penalty: 5486.644531
	Iteration 61Q: 3 clusters Score -7282048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7282048.500000 Penalty: 5486.644531
	Iteration 62Q: 3 clusters Score -7282048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -7282047.500000 Penalty: 5486.644531
	Iteration 63Q: 3 clusters Score -7282048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7282044.500000 Penalty: 5486.644531
	Iteration 64Q: 3 clusters Score -7282044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7282044.500000 Penalty: 5486.644531
	Iteration 65F: 3 clusters Score -7282044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -199463.296875 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -199463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -196854.015625 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -196854 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -197369.781250 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -197369.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197584.187500 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -197584.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -197738.312500 Penalty: 3759.520752
	Iteration 3F: 3 clusters Score -197738.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197888.234375 Penalty: 3759.520752
	Iteration 4F: 3 clusters Score -197888.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198012.328125 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -198012.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -198090.843750 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -198090.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -198162.828125 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -198162.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -198229.578125 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -198229.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -198281.781250 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -198281.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -198319.156250 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -198319.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -198355.968750 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -198356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198398.890625 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -198398.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198444.078125 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -198444.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198477.812500 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -198477.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -198516.328125 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -198516.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198545.421875 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -198545.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -198564.187500 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -198564.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -198582.937500 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -198582.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -198601.984375 Penalty: 3759.520752
	Iteration 19Q: 3 clusters Score -198602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -198615.062500 Penalty: 3759.520752
	Iteration 20F: 3 clusters Score -198615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -198624.078125 Penalty: 3759.520752
	Iteration 21Q: 3 clusters Score -198624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198630.359375 Penalty: 3759.520752
	Iteration 22Q: 3 clusters Score -198630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -198642.593750 Penalty: 3759.520752
	Iteration 23Q: 3 clusters Score -198642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -198656.953125 Penalty: 3759.520752
	Iteration 24Q: 3 clusters Score -198657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -198668.906250 Penalty: 3759.520752
	Iteration 25Q: 3 clusters Score -198668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -198677.093750 Penalty: 3759.520752
	Iteration 26Q: 3 clusters Score -198677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -198682.406250 Penalty: 3759.520752
	Iteration 27Q: 3 clusters Score -198682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -198685.421875 Penalty: 3759.520752
	Iteration 28Q: 3 clusters Score -198685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -198688.953125 Penalty: 3759.520752
	Iteration 29Q: 3 clusters Score -198689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -198694.078125 Penalty: 3759.520752
	Iteration 30Q: 3 clusters Score -198694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -198697.843750 Penalty: 3759.520752
	Iteration 31Q: 3 clusters Score -198697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -198700.265625 Penalty: 3759.520752
	Iteration 32Q: 3 clusters Score -198700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198701.593750 Penalty: 3759.520752
	Iteration 33Q: 3 clusters Score -198701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -198702.156250 Penalty: 3759.520752
	Iteration 34Q: 3 clusters Score -198702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -198702.156250 Penalty: 3759.520752
	Iteration 35F: 3 clusters Score -198702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Entering Unmasked Estep 
Score: -8817276.000000 Penalty: 2789.538574
	Iteration 0F: 2 clusters Score -8817276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -8765743.000000 Penalty: 5579.077148
	Iteration 0F: 3 clusters Score -8765743 nChanged 36042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -8786421.000000 Penalty: 5579.077148
	Iteration 1F: 3 clusters Score -8786421 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -8787176.000000 Penalty: 5579.077148
	Iteration 2Q: 3 clusters Score -8787176 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8788003.000000 Penalty: 5579.077148
	Iteration 3Q: 3 clusters Score -8788003 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -8789047.000000 Penalty: 5579.077148
	Iteration 4Q: 3 clusters Score -8789047 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -8790474.000000 Penalty: 5579.077148
	Iteration 5Q: 3 clusters Score -8790474 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -8792232.000000 Penalty: 5579.077148
	Iteration 6Q: 3 clusters Score -8792232 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8794358.000000 Penalty: 5579.077148
	Iteration 7F: 3 clusters Score -8794358 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -8796370.000000 Penalty: 5579.077148
	Iteration 8F: 3 clusters Score -8796370 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -8798194.000000 Penalty: 5579.077148
	Iteration 9Q: 3 clusters Score -8798194 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -8799505.000000 Penalty: 5579.077148
	Iteration 10Q: 3 clusters Score -8799505 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8800355.000000 Penalty: 5579.077148
	Iteration 11Q: 3 clusters Score -8800355 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -8801038.000000 Penalty: 5579.077148
	Iteration 12Q: 3 clusters Score -8801038 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8801609.000000 Penalty: 5579.077148
	Iteration 13Q: 3 clusters Score -8801609 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8802120.000000 Penalty: 5579.077148
	Iteration 14Q: 3 clusters Score -8802120 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -8802639.000000 Penalty: 5579.077148
	Iteration 15Q: 3 clusters Score -8802639 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8803132.000000 Penalty: 5579.077148
	Iteration 16Q: 3 clusters Score -8803132 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8803670.000000 Penalty: 5579.077148
	Iteration 17Q: 3 clusters Score -8803670 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -8804370.000000 Penalty: 5579.077148
	Iteration 18Q: 3 clusters Score -8804370 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -8805176.000000 Penalty: 5579.077148
	Iteration 19Q: 3 clusters Score -8805176 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -8806094.000000 Penalty: 5579.077148
	Iteration 20F: 3 clusters Score -8806094 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -8807184.000000 Penalty: 5579.077148
	Iteration 21Q: 3 clusters Score -8807184 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -8808370.000000 Penalty: 5579.077148
	Iteration 22Q: 3 clusters Score -8808370 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -8809536.000000 Penalty: 5579.077148
	Iteration 23Q: 3 clusters Score -8809536 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -8810682.000000 Penalty: 5579.077148
	Iteration 24Q: 3 clusters Score -8810682 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -8811666.000000 Penalty: 5579.077148
	Iteration 25Q: 3 clusters Score -8811666 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -8812510.000000 Penalty: 5579.077148
	Iteration 26Q: 3 clusters Score -8812510 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -8813142.000000 Penalty: 5579.077148
	Iteration 27Q: 3 clusters Score -8813142 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -8813646.000000 Penalty: 5579.077148
	Iteration 28Q: 3 clusters Score -8813646 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -8814009.000000 Penalty: 5579.077148
	Iteration 29Q: 3 clusters Score -8814009 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -8814235.000000 Penalty: 5579.077148
	Iteration 30Q: 3 clusters Score -8814235 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -8814465.000000 Penalty: 5579.077148
	Iteration 31Q: 3 clusters Score -8814465 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -8814605.000000 Penalty: 5579.077148
	Iteration 32Q: 3 clusters Score -8814605 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -8814761.000000 Penalty: 5579.077148
	Iteration 33Q: 3 clusters Score -8814761 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -8814847.000000 Penalty: 5579.077148
	Iteration 34Q: 3 clusters Score -8814847 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -8814898.000000 Penalty: 5579.077148
	Iteration 35Q: 3 clusters Score -8814898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -8814919.000000 Penalty: 5579.077148
	Iteration 36Q: 3 clusters Score -8814919 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -8814950.000000 Penalty: 5579.077148
	Iteration 37Q: 3 clusters Score -8814950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -8814966.000000 Penalty: 5579.077148
	Iteration 38Q: 3 clusters Score -8814966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -8815016.000000 Penalty: 5579.077148
	Iteration 39Q: 3 clusters Score -8815016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -8815035.000000 Penalty: 5579.077148
	Iteration 40F: 3 clusters Score -8815035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -8815062.000000 Penalty: 5579.077148
	Iteration 41Q: 3 clusters Score -8815062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -8815101.000000 Penalty: 5579.077148
	Iteration 42Q: 3 clusters Score -8815101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -8815111.000000 Penalty: 5579.077148
	Iteration 43Q: 3 clusters Score -8815111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -8815122.000000 Penalty: 5579.077148
	Iteration 44Q: 3 clusters Score -8815122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -8815146.000000 Penalty: 5579.077148
	Iteration 45Q: 3 clusters Score -8815146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -8815161.000000 Penalty: 5579.077148
	Iteration 46Q: 3 clusters Score -8815161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -8815180.000000 Penalty: 5579.077148
	Iteration 47Q: 3 clusters Score -8815180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 74970 members 
Entering Unmasked Estep 
Score: -8815178.000000 Penalty: 5579.077148
	Iteration 48Q: 3 clusters Score -8815178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -8815191.000000 Penalty: 5579.077148
	Iteration 49Q: 3 clusters Score -8815191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -8815185.000000 Penalty: 5579.077148
	Iteration 50Q: 3 clusters Score -8815185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -8815194.000000 Penalty: 5579.077148
	Iteration 51Q: 3 clusters Score -8815194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -8815206.000000 Penalty: 5579.077148
	Iteration 52Q: 3 clusters Score -8815206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -8815212.000000 Penalty: 5579.077148
	Iteration 53Q: 3 clusters Score -8815212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -8815210.000000 Penalty: 5579.077148
	Iteration 54Q: 3 clusters Score -8815210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -8815209.000000 Penalty: 5579.077148
	Iteration 55Q: 3 clusters Score -8815209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -8815209.000000 Penalty: 5579.077148
	Iteration 56Q: 3 clusters Score -8815209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -8815202.000000 Penalty: 5579.077148
	Iteration 57Q: 3 clusters Score -8815202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -8815195.000000 Penalty: 5579.077148
	Iteration 58Q: 3 clusters Score -8815195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -8815193.000000 Penalty: 5579.077148
	Iteration 59Q: 3 clusters Score -8815193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -8815198.000000 Penalty: 5579.077148
	Iteration 60F: 3 clusters Score -8815198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -8815203.000000 Penalty: 5579.077148
	Iteration 61Q: 3 clusters Score -8815203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -8815208.000000 Penalty: 5579.077148
	Iteration 62Q: 3 clusters Score -8815208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -8815217.000000 Penalty: 5579.077148
	Iteration 63Q: 3 clusters Score -8815217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -8815216.000000 Penalty: 5579.077148
	Iteration 64Q: 3 clusters Score -8815216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -8815207.000000 Penalty: 5579.077148
	Iteration 65Q: 3 clusters Score -8815207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -8815217.000000 Penalty: 5579.077148
	Iteration 66Q: 3 clusters Score -8815217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -8815225.000000 Penalty: 5579.077148
	Iteration 67Q: 3 clusters Score -8815225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -8815229.000000 Penalty: 5579.077148
	Iteration 68Q: 3 clusters Score -8815229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -8815230.000000 Penalty: 5579.077148
	Iteration 69Q: 3 clusters Score -8815230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -8815230.000000 Penalty: 5579.077148
	Iteration 70Q: 3 clusters Score -8815230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -8815231.000000 Penalty: 5579.077148
	Iteration 71Q: 3 clusters Score -8815231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -8815239.000000 Penalty: 5579.077148
	Iteration 72Q: 3 clusters Score -8815239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -8815237.000000 Penalty: 5579.077148
	Iteration 73Q: 3 clusters Score -8815237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -8815245.000000 Penalty: 5579.077148
	Iteration 74Q: 3 clusters Score -8815245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -8815246.000000 Penalty: 5579.077148
	Iteration 75Q: 3 clusters Score -8815246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -8815247.000000 Penalty: 5579.077148
	Iteration 76Q: 3 clusters Score -8815247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -8815247.000000 Penalty: 5579.077148
	Iteration 77F: 3 clusters Score -8815247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248574 members 
Entering Unmasked Estep 
Score: -29127902.000000 Penalty: 3081.027100
	Iteration 0F: 2 clusters Score -2.91279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 124129 members 
Entering Unmasked Estep 
Score: -28970540.000000 Penalty: 6162.054199
	Iteration 0F: 3 clusters Score -2.897054e+07 nChanged 119834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129285 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -29041478.000000 Penalty: 6162.054199
	Iteration 1F: 3 clusters Score -2.904148e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -29043808.000000 Penalty: 6162.054199
	Iteration 2Q: 3 clusters Score -2.904381e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -29048180.000000 Penalty: 6162.054199
	Iteration 3Q: 3 clusters Score -2.904818e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -29055188.000000 Penalty: 6162.054199
	Iteration 4F: 3 clusters Score -2.905519e+07 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -29065064.000000 Penalty: 6162.054199
	Iteration 5F: 3 clusters Score -2.906506e+07 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -29075870.000000 Penalty: 6162.054199
	Iteration 6F: 3 clusters Score -2.907587e+07 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188565 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -29084728.000000 Penalty: 6162.054199
	Iteration 7F: 3 clusters Score -2.908473e+07 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201572 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -29091390.000000 Penalty: 6162.054199
	Iteration 8F: 3 clusters Score -2.909139e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -29098036.000000 Penalty: 6162.054199
	Iteration 9F: 3 clusters Score -2.909804e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224343 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -29105278.000000 Penalty: 6162.054199
	Iteration 10Q: 3 clusters Score -2.910528e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233645 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -29112648.000000 Penalty: 6162.054199
	Iteration 11Q: 3 clusters Score -2.911265e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240522 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -29118512.000000 Penalty: 6162.054199
	Iteration 12Q: 3 clusters Score -2.911851e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244629 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -29122120.000000 Penalty: 6162.054199
	Iteration 13Q: 3 clusters Score -2.912212e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246578 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -29123634.000000 Penalty: 6162.054199
	Iteration 14Q: 3 clusters Score -2.912363e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247421 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -29124430.000000 Penalty: 6162.054199
	Iteration 15Q: 3 clusters Score -2.912443e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -29124840.000000 Penalty: 6162.054199
	Iteration 16Q: 3 clusters Score -2.912484e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247888 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -29124974.000000 Penalty: 6162.054199
	Iteration 17Q: 3 clusters Score -2.912497e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247968 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -29125038.000000 Penalty: 6162.054199
	Iteration 18Q: 3 clusters Score -2.912504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248018 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -29125114.000000 Penalty: 6162.054199
	Iteration 19Q: 3 clusters Score -2.912511e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248049 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29125196.000000 Penalty: 6162.054199
	Iteration 20F: 3 clusters Score -2.91252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248075 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -29125240.000000 Penalty: 6162.054199
	Iteration 21Q: 3 clusters Score -2.912524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248086 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -29125260.000000 Penalty: 6162.054199
	Iteration 22Q: 3 clusters Score -2.912526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248100 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29125298.000000 Penalty: 6162.054199
	Iteration 23Q: 3 clusters Score -2.91253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248110 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29125312.000000 Penalty: 6162.054199
	Iteration 24Q: 3 clusters Score -2.912531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248122 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -29125322.000000 Penalty: 6162.054199
	Iteration 25Q: 3 clusters Score -2.912532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248123 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29125338.000000 Penalty: 6162.054199
	Iteration 26Q: 3 clusters Score -2.912534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248125 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29125342.000000 Penalty: 6162.054199
	Iteration 27Q: 3 clusters Score -2.912534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248122 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -29125364.000000 Penalty: 6162.054199
	Iteration 28Q: 3 clusters Score -2.912536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248122 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -29125378.000000 Penalty: 6162.054199
	Iteration 29Q: 3 clusters Score -2.912538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29125384.000000 Penalty: 6162.054199
	Iteration 30Q: 3 clusters Score -2.912538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29125398.000000 Penalty: 6162.054199
	Iteration 31Q: 3 clusters Score -2.91254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248128 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29125388.000000 Penalty: 6162.054199
	Iteration 32Q: 3 clusters Score -2.912539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -29125388.000000 Penalty: 6162.054199
	Iteration 33Q: 3 clusters Score -2.912539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248135 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29125402.000000 Penalty: 6162.054199
	Iteration 34Q: 3 clusters Score -2.91254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248139 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29125406.000000 Penalty: 6162.054199
	Iteration 35Q: 3 clusters Score -2.912541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248141 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29125418.000000 Penalty: 6162.054199
	Iteration 36Q: 3 clusters Score -2.912542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248142 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29125420.000000 Penalty: 6162.054199
	Iteration 37Q: 3 clusters Score -2.912542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248144 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29125424.000000 Penalty: 6162.054199
	Iteration 38Q: 3 clusters Score -2.912542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248142 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29125416.000000 Penalty: 6162.054199
	Iteration 39Q: 3 clusters Score -2.912542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248142 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29125416.000000 Penalty: 6162.054199
	Iteration 40F: 3 clusters Score -2.912542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Entering Unmasked Estep 
Score: -1009700.625000 Penalty: 2280.466553
	Iteration 0F: 2 clusters Score -1009701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1002073.812500 Penalty: 4560.933105
	Iteration 0F: 3 clusters Score -1002074 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1004404.062500 Penalty: 4560.933105
	Iteration 1F: 3 clusters Score -1004404 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1005008.875000 Penalty: 4560.933105
	Iteration 2F: 3 clusters Score -1005009 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1005677.125000 Penalty: 4560.933105
	Iteration 3F: 3 clusters Score -1005677 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1006400.375000 Penalty: 4560.933105
	Iteration 4F: 3 clusters Score -1006400 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1007066.687500 Penalty: 4560.933105
	Iteration 5F: 3 clusters Score -1007067 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1007570.937500 Penalty: 4560.933105
	Iteration 6F: 3 clusters Score -1007571 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1007906.062500 Penalty: 4560.933105
	Iteration 7Q: 3 clusters Score -1007906 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1008151.562500 Penalty: 4560.933105
	Iteration 8Q: 3 clusters Score -1008152 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1008306.375000 Penalty: 4560.933105
	Iteration 9Q: 3 clusters Score -1008306 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1008404.250000 Penalty: 4560.933105
	Iteration 10Q: 3 clusters Score -1008404 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1008479.875000 Penalty: 4560.933105
	Iteration 11Q: 3 clusters Score -1008480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1008529.500000 Penalty: 4560.933105
	Iteration 12Q: 3 clusters Score -1008530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1008564.937500 Penalty: 4560.933105
	Iteration 13Q: 3 clusters Score -1008565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1008582.937500 Penalty: 4560.933105
	Iteration 14Q: 3 clusters Score -1008583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1008598.125000 Penalty: 4560.933105
	Iteration 15Q: 3 clusters Score -1008598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1008612.375000 Penalty: 4560.933105
	Iteration 16Q: 3 clusters Score -1008612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1008622.250000 Penalty: 4560.933105
	Iteration 17Q: 3 clusters Score -1008622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1008636.750000 Penalty: 4560.933105
	Iteration 18Q: 3 clusters Score -1008637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1008644.562500 Penalty: 4560.933105
	Iteration 19Q: 3 clusters Score -1008645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1008653.437500 Penalty: 4560.933105
	Iteration 20F: 3 clusters Score -1008653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1008661.812500 Penalty: 4560.933105
	Iteration 21Q: 3 clusters Score -1008662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1008669.750000 Penalty: 4560.933105
	Iteration 22Q: 3 clusters Score -1008670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1008681.750000 Penalty: 4560.933105
	Iteration 23Q: 3 clusters Score -1008682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1008693.812500 Penalty: 4560.933105
	Iteration 24Q: 3 clusters Score -1008694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1008707.437500 Penalty: 4560.933105
	Iteration 25Q: 3 clusters Score -1008707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1008714.437500 Penalty: 4560.933105
	Iteration 26Q: 3 clusters Score -1008714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1008721.500000 Penalty: 4560.933105
	Iteration 27Q: 3 clusters Score -1008722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1008735.062500 Penalty: 4560.933105
	Iteration 28Q: 3 clusters Score -1008735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1008745.250000 Penalty: 4560.933105
	Iteration 29Q: 3 clusters Score -1008745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1008756.375000 Penalty: 4560.933105
	Iteration 30Q: 3 clusters Score -1008756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1008761.562500 Penalty: 4560.933105
	Iteration 31Q: 3 clusters Score -1008762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1008770.562500 Penalty: 4560.933105
	Iteration 32Q: 3 clusters Score -1008771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1008783.500000 Penalty: 4560.933105
	Iteration 33Q: 3 clusters Score -1008784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1008789.500000 Penalty: 4560.933105
	Iteration 34Q: 3 clusters Score -1008790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1008798.312500 Penalty: 4560.933105
	Iteration 35Q: 3 clusters Score -1008798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1008804.187500 Penalty: 4560.933105
	Iteration 36Q: 3 clusters Score -1008804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1008812.875000 Penalty: 4560.933105
	Iteration 37Q: 3 clusters Score -1008813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1008816.687500 Penalty: 4560.933105
	Iteration 38Q: 3 clusters Score -1008817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1008821.187500 Penalty: 4560.933105
	Iteration 39Q: 3 clusters Score -1008821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1008823.000000 Penalty: 4560.933105
	Iteration 40F: 3 clusters Score -1008823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1008826.812500 Penalty: 4560.933105
	Iteration 41Q: 3 clusters Score -1008827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1008832.187500 Penalty: 4560.933105
	Iteration 42Q: 3 clusters Score -1008832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1008831.875000 Penalty: 4560.933105
	Iteration 43Q: 3 clusters Score -1008832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1008833.437500 Penalty: 4560.933105
	Iteration 44Q: 3 clusters Score -1008833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1008836.500000 Penalty: 4560.933105
	Iteration 45Q: 3 clusters Score -1008836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1008837.937500 Penalty: 4560.933105
	Iteration 46Q: 3 clusters Score -1008838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1008839.687500 Penalty: 4560.933105
	Iteration 47Q: 3 clusters Score -1008840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1008841.375000 Penalty: 4560.933105
	Iteration 48Q: 3 clusters Score -1008841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1008841.500000 Penalty: 4560.933105
	Iteration 49Q: 3 clusters Score -1008842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1008842.000000 Penalty: 4560.933105
	Iteration 50Q: 3 clusters Score -1008842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1008842.875000 Penalty: 4560.933105
	Iteration 51Q: 3 clusters Score -1008843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1008845.375000 Penalty: 4560.933105
	Iteration 52Q: 3 clusters Score -1008845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1008846.875000 Penalty: 4560.933105
	Iteration 53Q: 3 clusters Score -1008847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1008847.562500 Penalty: 4560.933105
	Iteration 54Q: 3 clusters Score -1008848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1008848.250000 Penalty: 4560.933105
	Iteration 55Q: 3 clusters Score -1008848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1008849.312500 Penalty: 4560.933105
	Iteration 56Q: 3 clusters Score -1008849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1008850.312500 Penalty: 4560.933105
	Iteration 57Q: 3 clusters Score -1008850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1008851.562500 Penalty: 4560.933105
	Iteration 58Q: 3 clusters Score -1008852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1008852.812500 Penalty: 4560.933105
	Iteration 59Q: 3 clusters Score -1008853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1008853.500000 Penalty: 4560.933105
	Iteration 60F: 3 clusters Score -1008854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1008857.750000 Penalty: 4560.933105
	Iteration 61Q: 3 clusters Score -1008858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1008862.000000 Penalty: 4560.933105
	Iteration 62Q: 3 clusters Score -1008862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1008863.687500 Penalty: 4560.933105
	Iteration 63Q: 3 clusters Score -1008864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1008868.937500 Penalty: 4560.933105
	Iteration 64Q: 3 clusters Score -1008869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1008870.437500 Penalty: 4560.933105
	Iteration 65Q: 3 clusters Score -1008870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1008871.187500 Penalty: 4560.933105
	Iteration 66Q: 3 clusters Score -1008871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1008872.937500 Penalty: 4560.933105
	Iteration 67Q: 3 clusters Score -1008873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1008875.812500 Penalty: 4560.933105
	Iteration 68Q: 3 clusters Score -1008876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1008877.937500 Penalty: 4560.933105
	Iteration 69Q: 3 clusters Score -1008878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1008879.125000 Penalty: 4560.933105
	Iteration 70Q: 3 clusters Score -1008879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1008876.625000 Penalty: 4560.933105
	Iteration 71Q: 3 clusters Score -1008877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1008881.937500 Penalty: 4560.933105
	Iteration 72Q: 3 clusters Score -1008882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1008882.062500 Penalty: 4560.933105
	Iteration 73Q: 3 clusters Score -1008882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1008884.062500 Penalty: 4560.933105
	Iteration 74Q: 3 clusters Score -1008884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1008891.250000 Penalty: 4560.933105
	Iteration 75Q: 3 clusters Score -1008891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1008893.437500 Penalty: 4560.933105
	Iteration 76Q: 3 clusters Score -1008893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1008898.875000 Penalty: 4560.933105
	Iteration 77Q: 3 clusters Score -1008899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1008898.937500 Penalty: 4560.933105
	Iteration 78Q: 3 clusters Score -1008899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1008904.062500 Penalty: 4560.933105
	Iteration 79Q: 3 clusters Score -1008904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1008908.250000 Penalty: 4560.933105
	Iteration 80F: 3 clusters Score -1008908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1008910.187500 Penalty: 4560.933105
	Iteration 81Q: 3 clusters Score -1008910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1008912.437500 Penalty: 4560.933105
	Iteration 82Q: 3 clusters Score -1008912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1008909.750000 Penalty: 4560.933105
	Iteration 83Q: 3 clusters Score -1008910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1008909.625000 Penalty: 4560.933105
	Iteration 84Q: 3 clusters Score -1008910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1008911.312500 Penalty: 4560.933105
	Iteration 85Q: 3 clusters Score -1008911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1008914.437500 Penalty: 4560.933105
	Iteration 86Q: 3 clusters Score -1008914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1008912.312500 Penalty: 4560.933105
	Iteration 87Q: 3 clusters Score -1008912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1008912.187500 Penalty: 4560.933105
	Iteration 88Q: 3 clusters Score -1008912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1008914.125000 Penalty: 4560.933105
	Iteration 89Q: 3 clusters Score -1008914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1008913.937500 Penalty: 4560.933105
	Iteration 90Q: 3 clusters Score -1008914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1008913.937500 Penalty: 4560.933105
	Iteration 91F: 3 clusters Score -1008914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -364484.843750 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -364484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -360958.593750 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -360958.6 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -361937.781250 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -361937.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -362359.000000 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -362359 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -362582.687500 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -362582.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -362746.843750 Penalty: 4047.191406
	Iteration 4F: 3 clusters Score -362746.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -362889.437500 Penalty: 4047.191406
	Iteration 5Q: 3 clusters Score -362889.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -363000.093750 Penalty: 4047.191406
	Iteration 6Q: 3 clusters Score -363000.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -363107.468750 Penalty: 4047.191406
	Iteration 7Q: 3 clusters Score -363107.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -363202.625000 Penalty: 4047.191406
	Iteration 8Q: 3 clusters Score -363202.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -363281.375000 Penalty: 4047.191406
	Iteration 9Q: 3 clusters Score -363281.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -363332.062500 Penalty: 4047.191406
	Iteration 10Q: 3 clusters Score -363332.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -363355.218750 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -363355.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -363374.812500 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -363374.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -363398.843750 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -363398.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -363417.781250 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -363417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -363432.656250 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -363432.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -363452.031250 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -363452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -363467.468750 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -363467.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -363485.437500 Penalty: 4047.191406
	Iteration 18Q: 3 clusters Score -363485.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -363505.750000 Penalty: 4047.191406
	Iteration 19Q: 3 clusters Score -363505.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -363544.562500 Penalty: 4047.191406
	Iteration 20F: 3 clusters Score -363544.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -363602.656250 Penalty: 4047.191406
	Iteration 21Q: 3 clusters Score -363602.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -363653.656250 Penalty: 4047.191406
	Iteration 22Q: 3 clusters Score -363653.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -363689.875000 Penalty: 4047.191406
	Iteration 23Q: 3 clusters Score -363689.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -363723.593750 Penalty: 4047.191406
	Iteration 24Q: 3 clusters Score -363723.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -363751.718750 Penalty: 4047.191406
	Iteration 25Q: 3 clusters Score -363751.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -363788.281250 Penalty: 4047.191406
	Iteration 26Q: 3 clusters Score -363788.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -363819.968750 Penalty: 4047.191406
	Iteration 27Q: 3 clusters Score -363820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -363839.875000 Penalty: 4047.191406
	Iteration 28Q: 3 clusters Score -363839.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -363854.875000 Penalty: 4047.191406
	Iteration 29Q: 3 clusters Score -363854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -363868.656250 Penalty: 4047.191406
	Iteration 30Q: 3 clusters Score -363868.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -363881.562500 Penalty: 4047.191406
	Iteration 31Q: 3 clusters Score -363881.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -363888.906250 Penalty: 4047.191406
	Iteration 32Q: 3 clusters Score -363888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -363894.812500 Penalty: 4047.191406
	Iteration 33Q: 3 clusters Score -363894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -363898.968750 Penalty: 4047.191406
	Iteration 34Q: 3 clusters Score -363899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -363903.187500 Penalty: 4047.191406
	Iteration 35Q: 3 clusters Score -363903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363906.718750 Penalty: 4047.191406
	Iteration 36Q: 3 clusters Score -363906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -363909.281250 Penalty: 4047.191406
	Iteration 37Q: 3 clusters Score -363909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -363911.937500 Penalty: 4047.191406
	Iteration 38Q: 3 clusters Score -363911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363912.593750 Penalty: 4047.191406
	Iteration 39Q: 3 clusters Score -363912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363912.593750 Penalty: 4047.191406
	Iteration 40F: 3 clusters Score -363912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Entering Unmasked Estep 
Score: -18211808.000000 Penalty: 2989.271729
	Iteration 0F: 2 clusters Score -1.821181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -18096544.000000 Penalty: 5978.543457
	Iteration 0F: 3 clusters Score -1.809654e+07 nChanged 82269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -18145694.000000 Penalty: 5978.543457
	Iteration 1F: 3 clusters Score -1.814569e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -18148438.000000 Penalty: 5978.543457
	Iteration 2Q: 3 clusters Score -1.814844e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -18151708.000000 Penalty: 5978.543457
	Iteration 3Q: 3 clusters Score -1.815171e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -18156116.000000 Penalty: 5978.543457
	Iteration 4F: 3 clusters Score -1.815612e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -18161068.000000 Penalty: 5978.543457
	Iteration 5F: 3 clusters Score -1.816107e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -18166026.000000 Penalty: 5978.543457
	Iteration 6F: 3 clusters Score -1.816603e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105904 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -18170910.000000 Penalty: 5978.543457
	Iteration 7F: 3 clusters Score -1.817091e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111764 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -18175646.000000 Penalty: 5978.543457
	Iteration 8F: 3 clusters Score -1.817565e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118286 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -18180648.000000 Penalty: 5978.543457
	Iteration 9Q: 3 clusters Score -1.818065e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -18185596.000000 Penalty: 5978.543457
	Iteration 10Q: 3 clusters Score -1.81856e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131436 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -18189824.000000 Penalty: 5978.543457
	Iteration 11Q: 3 clusters Score -1.818982e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137207 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -18193580.000000 Penalty: 5978.543457
	Iteration 12Q: 3 clusters Score -1.819358e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -18196718.000000 Penalty: 5978.543457
	Iteration 13Q: 3 clusters Score -1.819672e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -18199374.000000 Penalty: 5978.543457
	Iteration 14Q: 3 clusters Score -1.819937e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -18201682.000000 Penalty: 5978.543457
	Iteration 15Q: 3 clusters Score -1.820168e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154062 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -18203794.000000 Penalty: 5978.543457
	Iteration 16Q: 3 clusters Score -1.820379e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -18205480.000000 Penalty: 5978.543457
	Iteration 17Q: 3 clusters Score -1.820548e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -18206986.000000 Penalty: 5978.543457
	Iteration 18Q: 3 clusters Score -1.820699e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161204 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -18207924.000000 Penalty: 5978.543457
	Iteration 19Q: 3 clusters Score -1.820792e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -18208724.000000 Penalty: 5978.543457
	Iteration 20F: 3 clusters Score -1.820872e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -18209140.000000 Penalty: 5978.543457
	Iteration 21Q: 3 clusters Score -1.820914e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164869 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -18209572.000000 Penalty: 5978.543457
	Iteration 22Q: 3 clusters Score -1.820957e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -18209790.000000 Penalty: 5978.543457
	Iteration 23Q: 3 clusters Score -1.820979e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -18209944.000000 Penalty: 5978.543457
	Iteration 24Q: 3 clusters Score -1.820994e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -18210070.000000 Penalty: 5978.543457
	Iteration 25Q: 3 clusters Score -1.821007e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166844 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -18210124.000000 Penalty: 5978.543457
	Iteration 26Q: 3 clusters Score -1.821012e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167102 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -18210178.000000 Penalty: 5978.543457
	Iteration 27Q: 3 clusters Score -1.821018e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -18210222.000000 Penalty: 5978.543457
	Iteration 28Q: 3 clusters Score -1.821022e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -18210282.000000 Penalty: 5978.543457
	Iteration 29Q: 3 clusters Score -1.821028e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -18210318.000000 Penalty: 5978.543457
	Iteration 30Q: 3 clusters Score -1.821032e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -18210366.000000 Penalty: 5978.543457
	Iteration 31Q: 3 clusters Score -1.821037e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -18210376.000000 Penalty: 5978.543457
	Iteration 32Q: 3 clusters Score -1.821038e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -18210398.000000 Penalty: 5978.543457
	Iteration 33Q: 3 clusters Score -1.82104e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -18210452.000000 Penalty: 5978.543457
	Iteration 34Q: 3 clusters Score -1.821045e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -18210458.000000 Penalty: 5978.543457
	Iteration 35Q: 3 clusters Score -1.821046e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18210518.000000 Penalty: 5978.543457
	Iteration 36Q: 3 clusters Score -1.821052e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168287 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -18210542.000000 Penalty: 5978.543457
	Iteration 37Q: 3 clusters Score -1.821054e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -18210542.000000 Penalty: 5978.543457
	Iteration 38Q: 3 clusters Score -1.821054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -18210550.000000 Penalty: 5978.543457
	Iteration 39Q: 3 clusters Score -1.821055e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -18210576.000000 Penalty: 5978.543457
	Iteration 40F: 3 clusters Score -1.821058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168445 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -18210598.000000 Penalty: 5978.543457
	Iteration 41Q: 3 clusters Score -1.82106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -18210600.000000 Penalty: 5978.543457
	Iteration 42Q: 3 clusters Score -1.82106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -18210592.000000 Penalty: 5978.543457
	Iteration 43Q: 3 clusters Score -1.821059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -18210570.000000 Penalty: 5978.543457
	Iteration 44Q: 3 clusters Score -1.821057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168529 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -18210606.000000 Penalty: 5978.543457
	Iteration 45Q: 3 clusters Score -1.821061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -18210582.000000 Penalty: 5978.543457
	Iteration 46Q: 3 clusters Score -1.821058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168558 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -18210600.000000 Penalty: 5978.543457
	Iteration 47Q: 3 clusters Score -1.82106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168562 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -18210586.000000 Penalty: 5978.543457
	Iteration 48Q: 3 clusters Score -1.821059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -18210590.000000 Penalty: 5978.543457
	Iteration 49Q: 3 clusters Score -1.821059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -18210602.000000 Penalty: 5978.543457
	Iteration 50Q: 3 clusters Score -1.82106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168574 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -18210606.000000 Penalty: 5978.543457
	Iteration 51Q: 3 clusters Score -1.821061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -18210598.000000 Penalty: 5978.543457
	Iteration 52Q: 3 clusters Score -1.82106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -18210594.000000 Penalty: 5978.543457
	Iteration 53Q: 3 clusters Score -1.821059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168591 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -18210586.000000 Penalty: 5978.543457
	Iteration 54Q: 3 clusters Score -1.821059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -18210596.000000 Penalty: 5978.543457
	Iteration 55Q: 3 clusters Score -1.82106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -18210606.000000 Penalty: 5978.543457
	Iteration 56Q: 3 clusters Score -1.821061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -18210596.000000 Penalty: 5978.543457
	Iteration 57Q: 3 clusters Score -1.82106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -18210592.000000 Penalty: 5978.543457
	Iteration 58Q: 3 clusters Score -1.821059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -18210598.000000 Penalty: 5978.543457
	Iteration 59Q: 3 clusters Score -1.82106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168624 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -18210614.000000 Penalty: 5978.543457
	Iteration 60F: 3 clusters Score -1.821061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -18210618.000000 Penalty: 5978.543457
	Iteration 61Q: 3 clusters Score -1.821062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168631 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -18210610.000000 Penalty: 5978.543457
	Iteration 62Q: 3 clusters Score -1.821061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -18210610.000000 Penalty: 5978.543457
	Iteration 63Q: 3 clusters Score -1.821061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168634 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -18210614.000000 Penalty: 5978.543457
	Iteration 64Q: 3 clusters Score -1.821061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -18210608.000000 Penalty: 5978.543457
	Iteration 65Q: 3 clusters Score -1.821061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -18210616.000000 Penalty: 5978.543457
	Iteration 66Q: 3 clusters Score -1.821062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18210612.000000 Penalty: 5978.543457
	Iteration 67Q: 3 clusters Score -1.821061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18210612.000000 Penalty: 5978.543457
	Iteration 68F: 3 clusters Score -1.821061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -553492.875000 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -553492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -548816.875000 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -548816.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -550032.687500 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -550032.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -550285.875000 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -550285.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -550453.125000 Penalty: 4252.773926
	Iteration 3Q: 3 clusters Score -550453.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -550601.687500 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -550601.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -550741.750000 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -550741.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -550874.125000 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -550874.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -551043.562500 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -551043.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -551229.250000 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -551229.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -551416.625000 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -551416.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -551629.375000 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -551629.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -551862.250000 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -551862.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -552055.437500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -552055.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -552223.500000 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -552223.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -552358.062500 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -552358.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -552457.000000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -552457 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -552541.062500 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -552541.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -552586.625000 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -552586.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -552605.562500 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -552605.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -552616.250000 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -552616.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -552619.875000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -552619.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -552627.437500 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -552627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -552630.562500 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -552630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -552630.875000 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -552630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -552631.000000 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -552631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -552631.000000 Penalty: 4252.773926
	Iteration 25F: 3 clusters Score -552631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Entering Unmasked Estep 
Score: -15228007.000000 Penalty: 2922.669434
	Iteration 0F: 2 clusters Score -1.522801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -15140044.000000 Penalty: 5845.338867
	Iteration 0F: 3 clusters Score -1.514004e+07 nChanged 62797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -15175834.000000 Penalty: 5845.338867
	Iteration 1F: 3 clusters Score -1.517583e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -15176652.000000 Penalty: 5845.338867
	Iteration 2Q: 3 clusters Score -1.517665e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -15177504.000000 Penalty: 5845.338867
	Iteration 3Q: 3 clusters Score -1.51775e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -15178289.000000 Penalty: 5845.338867
	Iteration 4Q: 3 clusters Score -1.517829e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -15179235.000000 Penalty: 5845.338867
	Iteration 5Q: 3 clusters Score -1.517924e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -15180537.000000 Penalty: 5845.338867
	Iteration 6Q: 3 clusters Score -1.518054e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -15181929.000000 Penalty: 5845.338867
	Iteration 7Q: 3 clusters Score -1.518193e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -15183641.000000 Penalty: 5845.338867
	Iteration 8Q: 3 clusters Score -1.518364e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -15185726.000000 Penalty: 5845.338867
	Iteration 9Q: 3 clusters Score -1.518573e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -15188205.000000 Penalty: 5845.338867
	Iteration 10Q: 3 clusters Score -1.51882e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -15191379.000000 Penalty: 5845.338867
	Iteration 11Q: 3 clusters Score -1.519138e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -15195248.000000 Penalty: 5845.338867
	Iteration 12F: 3 clusters Score -1.519525e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -15200232.000000 Penalty: 5845.338867
	Iteration 13F: 3 clusters Score -1.520023e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -15205948.000000 Penalty: 5845.338867
	Iteration 14F: 3 clusters Score -1.520595e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -15211988.000000 Penalty: 5845.338867
	Iteration 15F: 3 clusters Score -1.521199e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -15216900.000000 Penalty: 5845.338867
	Iteration 16Q: 3 clusters Score -1.52169e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -15220134.000000 Penalty: 5845.338867
	Iteration 17Q: 3 clusters Score -1.522013e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124526 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -15222076.000000 Penalty: 5845.338867
	Iteration 18Q: 3 clusters Score -1.522208e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -15223364.000000 Penalty: 5845.338867
	Iteration 19Q: 3 clusters Score -1.522336e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -15224126.000000 Penalty: 5845.338867
	Iteration 20F: 3 clusters Score -1.522413e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128098 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15224666.000000 Penalty: 5845.338867
	Iteration 21Q: 3 clusters Score -1.522467e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128635 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15225006.000000 Penalty: 5845.338867
	Iteration 22Q: 3 clusters Score -1.522501e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -15225211.000000 Penalty: 5845.338867
	Iteration 23Q: 3 clusters Score -1.522521e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -15225373.000000 Penalty: 5845.338867
	Iteration 24Q: 3 clusters Score -1.522537e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129466 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15225515.000000 Penalty: 5845.338867
	Iteration 25Q: 3 clusters Score -1.522552e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129637 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -15225647.000000 Penalty: 5845.338867
	Iteration 26Q: 3 clusters Score -1.522565e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129753 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15225718.000000 Penalty: 5845.338867
	Iteration 27Q: 3 clusters Score -1.522572e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15225736.000000 Penalty: 5845.338867
	Iteration 28Q: 3 clusters Score -1.522574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129874 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15225778.000000 Penalty: 5845.338867
	Iteration 29Q: 3 clusters Score -1.522578e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15225800.000000 Penalty: 5845.338867
	Iteration 30Q: 3 clusters Score -1.52258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129947 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15225805.000000 Penalty: 5845.338867
	Iteration 31Q: 3 clusters Score -1.52258e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15225803.000000 Penalty: 5845.338867
	Iteration 32Q: 3 clusters Score -1.52258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129993 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15225811.000000 Penalty: 5845.338867
	Iteration 33Q: 3 clusters Score -1.522581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130010 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15225811.000000 Penalty: 5845.338867
	Iteration 34Q: 3 clusters Score -1.522581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15225828.000000 Penalty: 5845.338867
	Iteration 35Q: 3 clusters Score -1.522583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15225836.000000 Penalty: 5845.338867
	Iteration 36Q: 3 clusters Score -1.522584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130058 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15225835.000000 Penalty: 5845.338867
	Iteration 37Q: 3 clusters Score -1.522584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15225827.000000 Penalty: 5845.338867
	Iteration 38Q: 3 clusters Score -1.522583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130081 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15225826.000000 Penalty: 5845.338867
	Iteration 39Q: 3 clusters Score -1.522583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15225839.000000 Penalty: 5845.338867
	Iteration 40F: 3 clusters Score -1.522584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130102 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15225831.000000 Penalty: 5845.338867
	Iteration 41Q: 3 clusters Score -1.522583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15225833.000000 Penalty: 5845.338867
	Iteration 42Q: 3 clusters Score -1.522583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -15225837.000000 Penalty: 5845.338867
	Iteration 43Q: 3 clusters Score -1.522584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130116 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15225833.000000 Penalty: 5845.338867
	Iteration 44Q: 3 clusters Score -1.522583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15225830.000000 Penalty: 5845.338867
	Iteration 45Q: 3 clusters Score -1.522583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130128 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15225841.000000 Penalty: 5845.338867
	Iteration 46Q: 3 clusters Score -1.522584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15225846.000000 Penalty: 5845.338867
	Iteration 47Q: 3 clusters Score -1.522585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15225844.000000 Penalty: 5845.338867
	Iteration 48Q: 3 clusters Score -1.522584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15225849.000000 Penalty: 5845.338867
	Iteration 49Q: 3 clusters Score -1.522585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15225842.000000 Penalty: 5845.338867
	Iteration 50Q: 3 clusters Score -1.522584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15225852.000000 Penalty: 5845.338867
	Iteration 51Q: 3 clusters Score -1.522585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15225852.000000 Penalty: 5845.338867
	Iteration 52Q: 3 clusters Score -1.522585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15225853.000000 Penalty: 5845.338867
	Iteration 53Q: 3 clusters Score -1.522585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15225854.000000 Penalty: 5845.338867
	Iteration 54Q: 3 clusters Score -1.522585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130162 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15225836.000000 Penalty: 5845.338867
	Iteration 55Q: 3 clusters Score -1.522584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15225842.000000 Penalty: 5845.338867
	Iteration 56Q: 3 clusters Score -1.522584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15225837.000000 Penalty: 5845.338867
	Iteration 57Q: 3 clusters Score -1.522584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15225846.000000 Penalty: 5845.338867
	Iteration 58Q: 3 clusters Score -1.522585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15225843.000000 Penalty: 5845.338867
	Iteration 59Q: 3 clusters Score -1.522584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15225850.000000 Penalty: 5845.338867
	Iteration 60F: 3 clusters Score -1.522585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130181 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15225843.000000 Penalty: 5845.338867
	Iteration 61Q: 3 clusters Score -1.522584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130184 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15225844.000000 Penalty: 5845.338867
	Iteration 62Q: 3 clusters Score -1.522584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15225847.000000 Penalty: 5845.338867
	Iteration 63Q: 3 clusters Score -1.522585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130191 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15225866.000000 Penalty: 5845.338867
	Iteration 64Q: 3 clusters Score -1.522587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130195 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -15225854.000000 Penalty: 5845.338867
	Iteration 65Q: 3 clusters Score -1.522585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130198 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -15225854.000000 Penalty: 5845.338867
	Iteration 66Q: 3 clusters Score -1.522585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15225849.000000 Penalty: 5845.338867
	Iteration 67Q: 3 clusters Score -1.522585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15225849.000000 Penalty: 5845.338867
	Iteration 68F: 3 clusters Score -1.522585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Entering Unmasked Estep 
Score: -4070556.500000 Penalty: 2599.927246
	Iteration 0F: 2 clusters Score -4070556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4046328.750000 Penalty: 5199.854492
	Iteration 0F: 3 clusters Score -4046329 nChanged 16180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4055687.500000 Penalty: 5199.854492
	Iteration 1F: 3 clusters Score -4055688 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4056497.250000 Penalty: 5199.854492
	Iteration 2F: 3 clusters Score -4056497 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4057542.500000 Penalty: 5199.854492
	Iteration 3F: 3 clusters Score -4057542 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4058805.250000 Penalty: 5199.854492
	Iteration 4F: 3 clusters Score -4058805 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4060402.750000 Penalty: 5199.854492
	Iteration 5F: 3 clusters Score -4060403 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4062228.000000 Penalty: 5199.854492
	Iteration 6F: 3 clusters Score -4062228 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -4064186.000000 Penalty: 5199.854492
	Iteration 7F: 3 clusters Score -4064186 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4066027.750000 Penalty: 5199.854492
	Iteration 8F: 3 clusters Score -4066028 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4067423.500000 Penalty: 5199.854492
	Iteration 9Q: 3 clusters Score -4067424 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4068095.750000 Penalty: 5199.854492
	Iteration 10Q: 3 clusters Score -4068096 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4068380.250000 Penalty: 5199.854492
	Iteration 11Q: 3 clusters Score -4068380 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4068545.750000 Penalty: 5199.854492
	Iteration 12Q: 3 clusters Score -4068546 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4068649.250000 Penalty: 5199.854492
	Iteration 13Q: 3 clusters Score -4068649 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4068713.250000 Penalty: 5199.854492
	Iteration 14Q: 3 clusters Score -4068713 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4068773.000000 Penalty: 5199.854492
	Iteration 15Q: 3 clusters Score -4068773 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4068839.250000 Penalty: 5199.854492
	Iteration 16Q: 3 clusters Score -4068839 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4068909.750000 Penalty: 5199.854492
	Iteration 17Q: 3 clusters Score -4068910 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4068999.000000 Penalty: 5199.854492
	Iteration 18Q: 3 clusters Score -4068999 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4069071.750000 Penalty: 5199.854492
	Iteration 19Q: 3 clusters Score -4069072 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4069130.500000 Penalty: 5199.854492
	Iteration 20F: 3 clusters Score -4069130 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4069193.750000 Penalty: 5199.854492
	Iteration 21Q: 3 clusters Score -4069194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4069239.000000 Penalty: 5199.854492
	Iteration 22Q: 3 clusters Score -4069239 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4069281.250000 Penalty: 5199.854492
	Iteration 23Q: 3 clusters Score -4069281 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -4069305.250000 Penalty: 5199.854492
	Iteration 24Q: 3 clusters Score -4069305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -4069319.000000 Penalty: 5199.854492
	Iteration 25Q: 3 clusters Score -4069319 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4069342.500000 Penalty: 5199.854492
	Iteration 26Q: 3 clusters Score -4069342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4069352.250000 Penalty: 5199.854492
	Iteration 27Q: 3 clusters Score -4069352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4069363.250000 Penalty: 5199.854492
	Iteration 28Q: 3 clusters Score -4069363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4069366.250000 Penalty: 5199.854492
	Iteration 29Q: 3 clusters Score -4069366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4069365.750000 Penalty: 5199.854492
	Iteration 30Q: 3 clusters Score -4069366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4069370.000000 Penalty: 5199.854492
	Iteration 31Q: 3 clusters Score -4069370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -4069360.500000 Penalty: 5199.854492
	Iteration 32Q: 3 clusters Score -4069360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4069372.000000 Penalty: 5199.854492
	Iteration 33Q: 3 clusters Score -4069372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4069369.750000 Penalty: 5199.854492
	Iteration 34Q: 3 clusters Score -4069370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4069359.500000 Penalty: 5199.854492
	Iteration 35Q: 3 clusters Score -4069360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4069356.750000 Penalty: 5199.854492
	Iteration 36Q: 3 clusters Score -4069357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4069365.250000 Penalty: 5199.854492
	Iteration 37Q: 3 clusters Score -4069365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4069360.250000 Penalty: 5199.854492
	Iteration 38Q: 3 clusters Score -4069360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4069361.000000 Penalty: 5199.854492
	Iteration 39Q: 3 clusters Score -4069361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4069366.750000 Penalty: 5199.854492
	Iteration 40F: 3 clusters Score -4069367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4069366.750000 Penalty: 5199.854492
	Iteration 41Q: 3 clusters Score -4069367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4069369.250000 Penalty: 5199.854492
	Iteration 42Q: 3 clusters Score -4069369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4069370.500000 Penalty: 5199.854492
	Iteration 43Q: 3 clusters Score -4069370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4069374.750000 Penalty: 5199.854492
	Iteration 44Q: 3 clusters Score -4069375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4069366.000000 Penalty: 5199.854492
	Iteration 45Q: 3 clusters Score -4069366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4069370.750000 Penalty: 5199.854492
	Iteration 46Q: 3 clusters Score -4069371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4069378.000000 Penalty: 5199.854492
	Iteration 47Q: 3 clusters Score -4069378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4069374.750000 Penalty: 5199.854492
	Iteration 48Q: 3 clusters Score -4069375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4069373.750000 Penalty: 5199.854492
	Iteration 49Q: 3 clusters Score -4069374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4069368.500000 Penalty: 5199.854492
	Iteration 50Q: 3 clusters Score -4069368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4069373.000000 Penalty: 5199.854492
	Iteration 51Q: 3 clusters Score -4069373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4069373.000000 Penalty: 5199.854492
	Iteration 52Q: 3 clusters Score -4069373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4069378.750000 Penalty: 5199.854492
	Iteration 53Q: 3 clusters Score -4069379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4069381.500000 Penalty: 5199.854492
	Iteration 54Q: 3 clusters Score -4069382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4069373.250000 Penalty: 5199.854492
	Iteration 55Q: 3 clusters Score -4069373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4069373.250000 Penalty: 5199.854492
	Iteration 56F: 3 clusters Score -4069373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -291938.000000 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -291938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288888.718750 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -288888.7 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -289641.343750 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -289641.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -289996.125000 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -289996.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -290287.656250 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -290287.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -290501.718750 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -290501.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -290651.531250 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -290651.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -290744.156250 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -290744.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -290815.281250 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -290815.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -290855.343750 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -290855.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -290886.250000 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -290886.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -290906.250000 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -290906.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -290921.750000 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -290921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -290927.843750 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -290927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -290938.500000 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -290938.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -290946.187500 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -290946.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -290956.593750 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -290956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -290962.062500 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -290962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -290968.500000 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -290968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -290975.718750 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -290975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -290981.812500 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -290981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -290985.031250 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -290985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -290989.875000 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -290989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -290991.781250 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -290991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290992.281250 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -290992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290992.281250 Penalty: 3921.099121
	Iteration 24F: 3 clusters Score -290992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1130314.875000 Penalty: 2288.564209
	Iteration 0F: 2 clusters Score -1130315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1122494.500000 Penalty: 4577.128418
	Iteration 0F: 3 clusters Score -1122494 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1124834.000000 Penalty: 4577.128418
	Iteration 1F: 3 clusters Score -1124834 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1125198.750000 Penalty: 4577.128418
	Iteration 2F: 3 clusters Score -1125199 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1125510.000000 Penalty: 4577.128418
	Iteration 3F: 3 clusters Score -1125510 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1125840.000000 Penalty: 4577.128418
	Iteration 4F: 3 clusters Score -1125840 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1126207.750000 Penalty: 4577.128418
	Iteration 5F: 3 clusters Score -1126208 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1126594.750000 Penalty: 4577.128418
	Iteration 6F: 3 clusters Score -1126595 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1126964.875000 Penalty: 4577.128418
	Iteration 7F: 3 clusters Score -1126965 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1127322.125000 Penalty: 4577.128418
	Iteration 8Q: 3 clusters Score -1127322 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1127602.750000 Penalty: 4577.128418
	Iteration 9Q: 3 clusters Score -1127603 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1127792.250000 Penalty: 4577.128418
	Iteration 10Q: 3 clusters Score -1127792 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1127913.250000 Penalty: 4577.128418
	Iteration 11Q: 3 clusters Score -1127913 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1127993.375000 Penalty: 4577.128418
	Iteration 12Q: 3 clusters Score -1127993 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1128046.875000 Penalty: 4577.128418
	Iteration 13Q: 3 clusters Score -1128047 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1128085.375000 Penalty: 4577.128418
	Iteration 14Q: 3 clusters Score -1128085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1128110.125000 Penalty: 4577.128418
	Iteration 15Q: 3 clusters Score -1128110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1128131.875000 Penalty: 4577.128418
	Iteration 16Q: 3 clusters Score -1128132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1128148.875000 Penalty: 4577.128418
	Iteration 17Q: 3 clusters Score -1128149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1128159.500000 Penalty: 4577.128418
	Iteration 18Q: 3 clusters Score -1128160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1128172.625000 Penalty: 4577.128418
	Iteration 19Q: 3 clusters Score -1128173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1128181.375000 Penalty: 4577.128418
	Iteration 20F: 3 clusters Score -1128181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1128186.750000 Penalty: 4577.128418
	Iteration 21Q: 3 clusters Score -1128187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1128190.875000 Penalty: 4577.128418
	Iteration 22Q: 3 clusters Score -1128191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1128198.625000 Penalty: 4577.128418
	Iteration 23Q: 3 clusters Score -1128199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1128202.875000 Penalty: 4577.128418
	Iteration 24Q: 3 clusters Score -1128203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1128205.875000 Penalty: 4577.128418
	Iteration 25Q: 3 clusters Score -1128206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1128211.750000 Penalty: 4577.128418
	Iteration 26Q: 3 clusters Score -1128212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1128218.125000 Penalty: 4577.128418
	Iteration 27Q: 3 clusters Score -1128218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1128225.625000 Penalty: 4577.128418
	Iteration 28Q: 3 clusters Score -1128226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1128231.125000 Penalty: 4577.128418
	Iteration 29Q: 3 clusters Score -1128231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1128237.250000 Penalty: 4577.128418
	Iteration 30Q: 3 clusters Score -1128237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1128241.375000 Penalty: 4577.128418
	Iteration 31Q: 3 clusters Score -1128241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1128246.625000 Penalty: 4577.128418
	Iteration 32Q: 3 clusters Score -1128247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1128250.125000 Penalty: 4577.128418
	Iteration 33Q: 3 clusters Score -1128250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1128254.625000 Penalty: 4577.128418
	Iteration 34Q: 3 clusters Score -1128255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1128256.375000 Penalty: 4577.128418
	Iteration 35Q: 3 clusters Score -1128256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1128257.500000 Penalty: 4577.128418
	Iteration 36Q: 3 clusters Score -1128258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1128262.125000 Penalty: 4577.128418
	Iteration 37Q: 3 clusters Score -1128262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1128263.375000 Penalty: 4577.128418
	Iteration 38Q: 3 clusters Score -1128263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1128267.125000 Penalty: 4577.128418
	Iteration 39Q: 3 clusters Score -1128267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1128271.625000 Penalty: 4577.128418
	Iteration 40F: 3 clusters Score -1128272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1128278.500000 Penalty: 4577.128418
	Iteration 41Q: 3 clusters Score -1128278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1128281.250000 Penalty: 4577.128418
	Iteration 42Q: 3 clusters Score -1128281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1128290.750000 Penalty: 4577.128418
	Iteration 43Q: 3 clusters Score -1128291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1128300.750000 Penalty: 4577.128418
	Iteration 44Q: 3 clusters Score -1128301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1128313.875000 Penalty: 4577.128418
	Iteration 45Q: 3 clusters Score -1128314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1128327.375000 Penalty: 4577.128418
	Iteration 46Q: 3 clusters Score -1128327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1128333.500000 Penalty: 4577.128418
	Iteration 47Q: 3 clusters Score -1128334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1128342.375000 Penalty: 4577.128418
	Iteration 48Q: 3 clusters Score -1128342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1128353.750000 Penalty: 4577.128418
	Iteration 49Q: 3 clusters Score -1128354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1128365.500000 Penalty: 4577.128418
	Iteration 50Q: 3 clusters Score -1128366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1128375.125000 Penalty: 4577.128418
	Iteration 51Q: 3 clusters Score -1128375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1128382.750000 Penalty: 4577.128418
	Iteration 52Q: 3 clusters Score -1128383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1128393.250000 Penalty: 4577.128418
	Iteration 53Q: 3 clusters Score -1128393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1128397.750000 Penalty: 4577.128418
	Iteration 54Q: 3 clusters Score -1128398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1128404.000000 Penalty: 4577.128418
	Iteration 55Q: 3 clusters Score -1128404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1128409.750000 Penalty: 4577.128418
	Iteration 56Q: 3 clusters Score -1128410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1128413.875000 Penalty: 4577.128418
	Iteration 57Q: 3 clusters Score -1128414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1128417.500000 Penalty: 4577.128418
	Iteration 58Q: 3 clusters Score -1128418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1128421.125000 Penalty: 4577.128418
	Iteration 59Q: 3 clusters Score -1128421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1128420.625000 Penalty: 4577.128418
	Iteration 60F: 3 clusters Score -1128421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1128420.375000 Penalty: 4577.128418
	Iteration 61Q: 3 clusters Score -1128420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1128425.500000 Penalty: 4577.128418
	Iteration 62Q: 3 clusters Score -1128426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1128431.125000 Penalty: 4577.128418
	Iteration 63Q: 3 clusters Score -1128431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1128429.750000 Penalty: 4577.128418
	Iteration 64Q: 3 clusters Score -1128430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1128436.375000 Penalty: 4577.128418
	Iteration 65Q: 3 clusters Score -1128436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1128436.250000 Penalty: 4577.128418
	Iteration 66Q: 3 clusters Score -1128436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1128440.000000 Penalty: 4577.128418
	Iteration 67Q: 3 clusters Score -1128440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1128442.000000 Penalty: 4577.128418
	Iteration 68Q: 3 clusters Score -1128442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1128438.375000 Penalty: 4577.128418
	Iteration 69Q: 3 clusters Score -1128438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1128441.750000 Penalty: 4577.128418
	Iteration 70Q: 3 clusters Score -1128442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1128445.625000 Penalty: 4577.128418
	Iteration 71Q: 3 clusters Score -1128446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1128446.625000 Penalty: 4577.128418
	Iteration 72Q: 3 clusters Score -1128447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1128446.750000 Penalty: 4577.128418
	Iteration 73Q: 3 clusters Score -1128447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1128447.000000 Penalty: 4577.128418
	Iteration 74Q: 3 clusters Score -1128447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1128450.125000 Penalty: 4577.128418
	Iteration 75Q: 3 clusters Score -1128450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1128447.500000 Penalty: 4577.128418
	Iteration 76Q: 3 clusters Score -1128448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1128452.125000 Penalty: 4577.128418
	Iteration 77Q: 3 clusters Score -1128452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1128451.750000 Penalty: 4577.128418
	Iteration 78Q: 3 clusters Score -1128452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1128451.375000 Penalty: 4577.128418
	Iteration 79Q: 3 clusters Score -1128451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1128453.125000 Penalty: 4577.128418
	Iteration 80F: 3 clusters Score -1128453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1128456.250000 Penalty: 4577.128418
	Iteration 81Q: 3 clusters Score -1128456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1128454.875000 Penalty: 4577.128418
	Iteration 82Q: 3 clusters Score -1128455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1128455.875000 Penalty: 4577.128418
	Iteration 83Q: 3 clusters Score -1128456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1128453.625000 Penalty: 4577.128418
	Iteration 84Q: 3 clusters Score -1128454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1128459.000000 Penalty: 4577.128418
	Iteration 85Q: 3 clusters Score -1128459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1128459.375000 Penalty: 4577.128418
	Iteration 86Q: 3 clusters Score -1128459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1128460.875000 Penalty: 4577.128418
	Iteration 87Q: 3 clusters Score -1128461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1128461.750000 Penalty: 4577.128418
	Iteration 88Q: 3 clusters Score -1128462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1128464.000000 Penalty: 4577.128418
	Iteration 89Q: 3 clusters Score -1128464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1128463.750000 Penalty: 4577.128418
	Iteration 90Q: 3 clusters Score -1128464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1128462.125000 Penalty: 4577.128418
	Iteration 91Q: 3 clusters Score -1128462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1128463.250000 Penalty: 4577.128418
	Iteration 92Q: 3 clusters Score -1128463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1128465.625000 Penalty: 4577.128418
	Iteration 93Q: 3 clusters Score -1128466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1128463.250000 Penalty: 4577.128418
	Iteration 94Q: 3 clusters Score -1128463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1128463.625000 Penalty: 4577.128418
	Iteration 95Q: 3 clusters Score -1128464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1128465.250000 Penalty: 4577.128418
	Iteration 96Q: 3 clusters Score -1128465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1128466.125000 Penalty: 4577.128418
	Iteration 97Q: 3 clusters Score -1128466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1128469.000000 Penalty: 4577.128418
	Iteration 98Q: 3 clusters Score -1128469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1128468.625000 Penalty: 4577.128418
	Iteration 99Q: 3 clusters Score -1128469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1128469.750000 Penalty: 4577.128418
	Iteration 100F: 3 clusters Score -1128470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1128468.750000 Penalty: 4577.128418
	Iteration 101Q: 3 clusters Score -1128469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1128471.750000 Penalty: 4577.128418
	Iteration 102Q: 3 clusters Score -1128472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1128471.750000 Penalty: 4577.128418
	Iteration 103Q: 3 clusters Score -1128472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1128469.375000 Penalty: 4577.128418
	Iteration 104Q: 3 clusters Score -1128469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1128473.125000 Penalty: 4577.128418
	Iteration 105Q: 3 clusters Score -1128473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1128474.000000 Penalty: 4577.128418
	Iteration 106Q: 3 clusters Score -1128474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1128473.375000 Penalty: 4577.128418
	Iteration 107Q: 3 clusters Score -1128473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1128473.000000 Penalty: 4577.128418
	Iteration 108Q: 3 clusters Score -1128473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1128473.625000 Penalty: 4577.128418
	Iteration 109Q: 3 clusters Score -1128474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1128476.500000 Penalty: 4577.128418
	Iteration 110Q: 3 clusters Score -1128476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1128474.750000 Penalty: 4577.128418
	Iteration 111Q: 3 clusters Score -1128475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1128474.750000 Penalty: 4577.128418
	Iteration 112F: 3 clusters Score -1128475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -786198.875000 Penalty: 2223.307861
	Iteration 0F: 2 clusters Score -786198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -779859.125000 Penalty: 4446.615723
	Iteration 0F: 3 clusters Score -779859.1 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -781767.562500 Penalty: 4446.615723
	Iteration 1F: 3 clusters Score -781767.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -782262.187500 Penalty: 4446.615723
	Iteration 2F: 3 clusters Score -782262.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -782696.750000 Penalty: 4446.615723
	Iteration 3F: 3 clusters Score -782696.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -783045.437500 Penalty: 4446.615723
	Iteration 4F: 3 clusters Score -783045.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -783312.250000 Penalty: 4446.615723
	Iteration 5F: 3 clusters Score -783312.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -783552.062500 Penalty: 4446.615723
	Iteration 6Q: 3 clusters Score -783552.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -783753.750000 Penalty: 4446.615723
	Iteration 7Q: 3 clusters Score -783753.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -783903.937500 Penalty: 4446.615723
	Iteration 8Q: 3 clusters Score -783903.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -783999.437500 Penalty: 4446.615723
	Iteration 9Q: 3 clusters Score -783999.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -784078.937500 Penalty: 4446.615723
	Iteration 10Q: 3 clusters Score -784078.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -784146.875000 Penalty: 4446.615723
	Iteration 11Q: 3 clusters Score -784146.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -784207.750000 Penalty: 4446.615723
	Iteration 12Q: 3 clusters Score -784207.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -784252.250000 Penalty: 4446.615723
	Iteration 13Q: 3 clusters Score -784252.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -784292.187500 Penalty: 4446.615723
	Iteration 14Q: 3 clusters Score -784292.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -784320.437500 Penalty: 4446.615723
	Iteration 15Q: 3 clusters Score -784320.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -784348.187500 Penalty: 4446.615723
	Iteration 16Q: 3 clusters Score -784348.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -784373.000000 Penalty: 4446.615723
	Iteration 17Q: 3 clusters Score -784373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -784396.687500 Penalty: 4446.615723
	Iteration 18Q: 3 clusters Score -784396.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -784418.312500 Penalty: 4446.615723
	Iteration 19Q: 3 clusters Score -784418.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -784439.187500 Penalty: 4446.615723
	Iteration 20F: 3 clusters Score -784439.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -784464.562500 Penalty: 4446.615723
	Iteration 21Q: 3 clusters Score -784464.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -784485.062500 Penalty: 4446.615723
	Iteration 22Q: 3 clusters Score -784485.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -784503.187500 Penalty: 4446.615723
	Iteration 23Q: 3 clusters Score -784503.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -784527.687500 Penalty: 4446.615723
	Iteration 24Q: 3 clusters Score -784527.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -784547.000000 Penalty: 4446.615723
	Iteration 25Q: 3 clusters Score -784547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -784568.437500 Penalty: 4446.615723
	Iteration 26Q: 3 clusters Score -784568.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -784585.875000 Penalty: 4446.615723
	Iteration 27Q: 3 clusters Score -784585.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -784597.312500 Penalty: 4446.615723
	Iteration 28Q: 3 clusters Score -784597.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -784613.000000 Penalty: 4446.615723
	Iteration 29Q: 3 clusters Score -784613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -784626.625000 Penalty: 4446.615723
	Iteration 30Q: 3 clusters Score -784626.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -784637.375000 Penalty: 4446.615723
	Iteration 31Q: 3 clusters Score -784637.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -784648.937500 Penalty: 4446.615723
	Iteration 32Q: 3 clusters Score -784648.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -784670.062500 Penalty: 4446.615723
	Iteration 33Q: 3 clusters Score -784670.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -784691.500000 Penalty: 4446.615723
	Iteration 34Q: 3 clusters Score -784691.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -784706.812500 Penalty: 4446.615723
	Iteration 35Q: 3 clusters Score -784706.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -784725.125000 Penalty: 4446.615723
	Iteration 36Q: 3 clusters Score -784725.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -784741.875000 Penalty: 4446.615723
	Iteration 37Q: 3 clusters Score -784741.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -784763.000000 Penalty: 4446.615723
	Iteration 38Q: 3 clusters Score -784763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -784775.687500 Penalty: 4446.615723
	Iteration 39Q: 3 clusters Score -784775.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -784784.500000 Penalty: 4446.615723
	Iteration 40F: 3 clusters Score -784784.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -784795.000000 Penalty: 4446.615723
	Iteration 41Q: 3 clusters Score -784795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -784803.125000 Penalty: 4446.615723
	Iteration 42Q: 3 clusters Score -784803.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -784807.875000 Penalty: 4446.615723
	Iteration 43Q: 3 clusters Score -784807.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -784815.062500 Penalty: 4446.615723
	Iteration 44Q: 3 clusters Score -784815.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -784822.187500 Penalty: 4446.615723
	Iteration 45Q: 3 clusters Score -784822.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -784827.000000 Penalty: 4446.615723
	Iteration 46Q: 3 clusters Score -784827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -784833.187500 Penalty: 4446.615723
	Iteration 47Q: 3 clusters Score -784833.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -784839.562500 Penalty: 4446.615723
	Iteration 48Q: 3 clusters Score -784839.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -784842.437500 Penalty: 4446.615723
	Iteration 49Q: 3 clusters Score -784842.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -784847.500000 Penalty: 4446.615723
	Iteration 50Q: 3 clusters Score -784847.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -784850.375000 Penalty: 4446.615723
	Iteration 51Q: 3 clusters Score -784850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -784850.875000 Penalty: 4446.615723
	Iteration 52Q: 3 clusters Score -784850.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -784857.750000 Penalty: 4446.615723
	Iteration 53Q: 3 clusters Score -784857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -784857.937500 Penalty: 4446.615723
	Iteration 54Q: 3 clusters Score -784857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -784859.500000 Penalty: 4446.615723
	Iteration 55Q: 3 clusters Score -784859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -784860.375000 Penalty: 4446.615723
	Iteration 56Q: 3 clusters Score -784860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -784861.375000 Penalty: 4446.615723
	Iteration 57Q: 3 clusters Score -784861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -784862.750000 Penalty: 4446.615723
	Iteration 58Q: 3 clusters Score -784862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -784863.187500 Penalty: 4446.615723
	Iteration 59Q: 3 clusters Score -784863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -784862.500000 Penalty: 4446.615723
	Iteration 60F: 3 clusters Score -784862.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Entering Unmasked Estep 
Score: -6899408.000000 Penalty: 2728.355469
	Iteration 0F: 2 clusters Score -6899408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -6859026.500000 Penalty: 5456.710938
	Iteration 0F: 3 clusters Score -6859026 nChanged 27788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -6874598.500000 Penalty: 5456.710938
	Iteration 1F: 3 clusters Score -6874598 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6875398.500000 Penalty: 5456.710938
	Iteration 2Q: 3 clusters Score -6875398 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6876422.500000 Penalty: 5456.710938
	Iteration 3Q: 3 clusters Score -6876422 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6878082.500000 Penalty: 5456.710938
	Iteration 4F: 3 clusters Score -6878082 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -6880429.000000 Penalty: 5456.710938
	Iteration 5F: 3 clusters Score -6880429 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -6883893.000000 Penalty: 5456.710938
	Iteration 6F: 3 clusters Score -6883893 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -6887932.000000 Penalty: 5456.710938
	Iteration 7F: 3 clusters Score -6887932 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6891435.000000 Penalty: 5456.710938
	Iteration 8F: 3 clusters Score -6891435 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -6893748.000000 Penalty: 5456.710938
	Iteration 9Q: 3 clusters Score -6893748 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -6895003.500000 Penalty: 5456.710938
	Iteration 10Q: 3 clusters Score -6895004 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6895769.500000 Penalty: 5456.710938
	Iteration 11Q: 3 clusters Score -6895770 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6896240.500000 Penalty: 5456.710938
	Iteration 12Q: 3 clusters Score -6896240 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6896549.000000 Penalty: 5456.710938
	Iteration 13Q: 3 clusters Score -6896549 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6896767.500000 Penalty: 5456.710938
	Iteration 14Q: 3 clusters Score -6896768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6896897.500000 Penalty: 5456.710938
	Iteration 15Q: 3 clusters Score -6896898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6896971.000000 Penalty: 5456.710938
	Iteration 16Q: 3 clusters Score -6896971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6897016.500000 Penalty: 5456.710938
	Iteration 17Q: 3 clusters Score -6897016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6897047.500000 Penalty: 5456.710938
	Iteration 18Q: 3 clusters Score -6897048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6897076.500000 Penalty: 5456.710938
	Iteration 19Q: 3 clusters Score -6897076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6897089.500000 Penalty: 5456.710938
	Iteration 20F: 3 clusters Score -6897090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6897104.000000 Penalty: 5456.710938
	Iteration 21Q: 3 clusters Score -6897104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6897110.000000 Penalty: 5456.710938
	Iteration 22Q: 3 clusters Score -6897110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6897110.500000 Penalty: 5456.710938
	Iteration 23Q: 3 clusters Score -6897110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6897119.500000 Penalty: 5456.710938
	Iteration 24Q: 3 clusters Score -6897120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6897128.000000 Penalty: 5456.710938
	Iteration 25Q: 3 clusters Score -6897128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6897139.500000 Penalty: 5456.710938
	Iteration 26Q: 3 clusters Score -6897140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6897139.500000 Penalty: 5456.710938
	Iteration 27Q: 3 clusters Score -6897140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6897136.500000 Penalty: 5456.710938
	Iteration 28Q: 3 clusters Score -6897136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6897130.000000 Penalty: 5456.710938
	Iteration 29Q: 3 clusters Score -6897130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6897133.000000 Penalty: 5456.710938
	Iteration 30Q: 3 clusters Score -6897133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6897131.500000 Penalty: 5456.710938
	Iteration 31Q: 3 clusters Score -6897132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6897131.500000 Penalty: 5456.710938
	Iteration 32F: 3 clusters Score -6897132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Entering Unmasked Estep 
Score: -897089.375000 Penalty: 2224.446289
	Iteration 0F: 2 clusters Score -897089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -890729.000000 Penalty: 4448.892578
	Iteration 0F: 3 clusters Score -890729 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -892471.937500 Penalty: 4448.892578
	Iteration 1F: 3 clusters Score -892471.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -892740.625000 Penalty: 4448.892578
	Iteration 2F: 3 clusters Score -892740.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -892916.250000 Penalty: 4448.892578
	Iteration 3F: 3 clusters Score -892916.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -893041.000000 Penalty: 4448.892578
	Iteration 4Q: 3 clusters Score -893041 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -893166.000000 Penalty: 4448.892578
	Iteration 5Q: 3 clusters Score -893166 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -893300.375000 Penalty: 4448.892578
	Iteration 6Q: 3 clusters Score -893300.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -893418.625000 Penalty: 4448.892578
	Iteration 7Q: 3 clusters Score -893418.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -893515.312500 Penalty: 4448.892578
	Iteration 8Q: 3 clusters Score -893515.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -893606.437500 Penalty: 4448.892578
	Iteration 9Q: 3 clusters Score -893606.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -893703.312500 Penalty: 4448.892578
	Iteration 10Q: 3 clusters Score -893703.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -893795.750000 Penalty: 4448.892578
	Iteration 11Q: 3 clusters Score -893795.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -893877.125000 Penalty: 4448.892578
	Iteration 12Q: 3 clusters Score -893877.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -893934.125000 Penalty: 4448.892578
	Iteration 13Q: 3 clusters Score -893934.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -893980.187500 Penalty: 4448.892578
	Iteration 14Q: 3 clusters Score -893980.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -894027.062500 Penalty: 4448.892578
	Iteration 15Q: 3 clusters Score -894027.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -894066.437500 Penalty: 4448.892578
	Iteration 16Q: 3 clusters Score -894066.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -894108.312500 Penalty: 4448.892578
	Iteration 17Q: 3 clusters Score -894108.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -894140.062500 Penalty: 4448.892578
	Iteration 18Q: 3 clusters Score -894140.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -894167.437500 Penalty: 4448.892578
	Iteration 19Q: 3 clusters Score -894167.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -894203.562500 Penalty: 4448.892578
	Iteration 20F: 3 clusters Score -894203.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -894231.250000 Penalty: 4448.892578
	Iteration 21Q: 3 clusters Score -894231.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -894256.500000 Penalty: 4448.892578
	Iteration 22Q: 3 clusters Score -894256.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -894285.000000 Penalty: 4448.892578
	Iteration 23Q: 3 clusters Score -894285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -894313.750000 Penalty: 4448.892578
	Iteration 24Q: 3 clusters Score -894313.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -894337.687500 Penalty: 4448.892578
	Iteration 25Q: 3 clusters Score -894337.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -894356.500000 Penalty: 4448.892578
	Iteration 26Q: 3 clusters Score -894356.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -894380.000000 Penalty: 4448.892578
	Iteration 27Q: 3 clusters Score -894380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -894413.312500 Penalty: 4448.892578
	Iteration 28Q: 3 clusters Score -894413.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -894443.187500 Penalty: 4448.892578
	Iteration 29Q: 3 clusters Score -894443.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -894464.437500 Penalty: 4448.892578
	Iteration 30Q: 3 clusters Score -894464.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -894480.250000 Penalty: 4448.892578
	Iteration 31Q: 3 clusters Score -894480.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -894501.875000 Penalty: 4448.892578
	Iteration 32Q: 3 clusters Score -894501.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -894530.625000 Penalty: 4448.892578
	Iteration 33Q: 3 clusters Score -894530.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -894548.500000 Penalty: 4448.892578
	Iteration 34Q: 3 clusters Score -894548.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -894568.937500 Penalty: 4448.892578
	Iteration 35Q: 3 clusters Score -894568.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -894594.250000 Penalty: 4448.892578
	Iteration 36Q: 3 clusters Score -894594.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -894625.375000 Penalty: 4448.892578
	Iteration 37Q: 3 clusters Score -894625.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -894645.187500 Penalty: 4448.892578
	Iteration 38Q: 3 clusters Score -894645.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -894662.375000 Penalty: 4448.892578
	Iteration 39Q: 3 clusters Score -894662.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -894673.187500 Penalty: 4448.892578
	Iteration 40F: 3 clusters Score -894673.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -894679.875000 Penalty: 4448.892578
	Iteration 41Q: 3 clusters Score -894679.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -894689.187500 Penalty: 4448.892578
	Iteration 42Q: 3 clusters Score -894689.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -894696.812500 Penalty: 4448.892578
	Iteration 43Q: 3 clusters Score -894696.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -894700.250000 Penalty: 4448.892578
	Iteration 44Q: 3 clusters Score -894700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -894702.937500 Penalty: 4448.892578
	Iteration 45Q: 3 clusters Score -894702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -894707.125000 Penalty: 4448.892578
	Iteration 46Q: 3 clusters Score -894707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -894708.562500 Penalty: 4448.892578
	Iteration 47Q: 3 clusters Score -894708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -894708.937500 Penalty: 4448.892578
	Iteration 48Q: 3 clusters Score -894708.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -894709.437500 Penalty: 4448.892578
	Iteration 49Q: 3 clusters Score -894709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -894711.812500 Penalty: 4448.892578
	Iteration 50Q: 3 clusters Score -894711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -894714.250000 Penalty: 4448.892578
	Iteration 51Q: 3 clusters Score -894714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -894715.812500 Penalty: 4448.892578
	Iteration 52Q: 3 clusters Score -894715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -894719.625000 Penalty: 4448.892578
	Iteration 53Q: 3 clusters Score -894719.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -894722.937500 Penalty: 4448.892578
	Iteration 54Q: 3 clusters Score -894722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -894724.437500 Penalty: 4448.892578
	Iteration 55Q: 3 clusters Score -894724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -894728.000000 Penalty: 4448.892578
	Iteration 56Q: 3 clusters Score -894728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -894733.187500 Penalty: 4448.892578
	Iteration 57Q: 3 clusters Score -894733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -894736.937500 Penalty: 4448.892578
	Iteration 58Q: 3 clusters Score -894736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -894739.312500 Penalty: 4448.892578
	Iteration 59Q: 3 clusters Score -894739.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -894743.000000 Penalty: 4448.892578
	Iteration 60F: 3 clusters Score -894743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -894744.625000 Penalty: 4448.892578
	Iteration 61Q: 3 clusters Score -894744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -894746.625000 Penalty: 4448.892578
	Iteration 62Q: 3 clusters Score -894746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -894748.000000 Penalty: 4448.892578
	Iteration 63Q: 3 clusters Score -894748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -894745.125000 Penalty: 4448.892578
	Iteration 64Q: 3 clusters Score -894745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -894745.375000 Penalty: 4448.892578
	Iteration 65Q: 3 clusters Score -894745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -894746.000000 Penalty: 4448.892578
	Iteration 66Q: 3 clusters Score -894746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -894748.437500 Penalty: 4448.892578
	Iteration 67Q: 3 clusters Score -894748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -894747.687500 Penalty: 4448.892578
	Iteration 68Q: 3 clusters Score -894747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -894746.625000 Penalty: 4448.892578
	Iteration 69Q: 3 clusters Score -894746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -894746.625000 Penalty: 4448.892578
	Iteration 70F: 3 clusters Score -894746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -34278.347656 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -34278.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33006.410156 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -33006.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33196.355469 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -33196.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33289.171875 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -33289.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33333.941406 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -33333.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33377.542969 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -33377.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33410.152344 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -33410.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33438.253906 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -33438.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33491.687500 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -33491.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33520.847656 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -33520.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33524.398438 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -33524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33531.925781 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -33531.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33544.492188 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -33544.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33555.234375 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -33555.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33564.457031 Penalty: 2938.430908
	Iteration 13Q: 3 clusters Score -33564.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33570.277344 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -33570.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33579.503906 Penalty: 2938.430908
	Iteration 15Q: 3 clusters Score -33579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33587.835938 Penalty: 2938.430908
	Iteration 16Q: 3 clusters Score -33587.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33593.503906 Penalty: 2938.430908
	Iteration 17Q: 3 clusters Score -33593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33608.503906 Penalty: 2938.430908
	Iteration 18Q: 3 clusters Score -33608.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33647.449219 Penalty: 2938.430908
	Iteration 19Q: 3 clusters Score -33647.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33669.347656 Penalty: 2938.430908
	Iteration 20F: 3 clusters Score -33669.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33724.703125 Penalty: 2938.430908
	Iteration 21Q: 3 clusters Score -33724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33799.867188 Penalty: 2938.430908
	Iteration 22Q: 3 clusters Score -33799.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33879.445312 Penalty: 2938.430908
	Iteration 23Q: 3 clusters Score -33879.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33888.984375 Penalty: 2938.430908
	Iteration 24Q: 3 clusters Score -33888.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33937.742188 Penalty: 2938.430908
	Iteration 25Q: 3 clusters Score -33937.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33978.839844 Penalty: 2938.430908
	Iteration 26Q: 3 clusters Score -33978.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33994.687500 Penalty: 2938.430908
	Iteration 27Q: 3 clusters Score -33994.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34019.625000 Penalty: 2938.430908
	Iteration 28Q: 3 clusters Score -34019.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34027.218750 Penalty: 2938.430908
	Iteration 29Q: 3 clusters Score -34027.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34049.789062 Penalty: 2938.430908
	Iteration 30Q: 3 clusters Score -34049.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34116.882812 Penalty: 2938.430908
	Iteration 31Q: 3 clusters Score -34116.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34137.488281 Penalty: 2938.430908
	Iteration 32Q: 3 clusters Score -34137.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34149.148438 Penalty: 2938.430908
	Iteration 33Q: 3 clusters Score -34149.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34158.300781 Penalty: 2938.430908
	Iteration 34F: 3 clusters Score -34158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34230.726562 Penalty: 2938.430908
	Iteration 35Q: 3 clusters Score -34230.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34245.812500 Penalty: 2938.430908
	Iteration 36F: 3 clusters Score -34245.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34315.867188 Penalty: 2938.430908
	Iteration 37Q: 3 clusters Score -34315.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34315.867188 Penalty: 2938.430908
	Iteration 38F: 3 clusters Score -34315.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 162 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 12417 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 1904 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 212 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Entering Unmasked Estep 
Score: -212283456.000000 Penalty: 352122.781250
Splitting cluster 21 changes total score from -212285680.000000 to -212283456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (12603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Entering Unmasked Estep 
Score: -1412106.125000 Penalty: 2341.539307
	Iteration 0F: 2 clusters Score -1412106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1402895.000000 Penalty: 4683.078613
	Iteration 0F: 3 clusters Score -1402895 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1405789.625000 Penalty: 4683.078613
	Iteration 1F: 3 clusters Score -1405790 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1406360.750000 Penalty: 4683.078613
	Iteration 2F: 3 clusters Score -1406361 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1406997.625000 Penalty: 4683.078613
	Iteration 3F: 3 clusters Score -1406998 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1407666.375000 Penalty: 4683.078613
	Iteration 4F: 3 clusters Score -1407666 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1408287.125000 Penalty: 4683.078613
	Iteration 5F: 3 clusters Score -1408287 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1408784.250000 Penalty: 4683.078613
	Iteration 6F: 3 clusters Score -1408784 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1409112.750000 Penalty: 4683.078613
	Iteration 7Q: 3 clusters Score -1409113 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1409331.625000 Penalty: 4683.078613
	Iteration 8Q: 3 clusters Score -1409332 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1409442.875000 Penalty: 4683.078613
	Iteration 9Q: 3 clusters Score -1409443 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1409512.625000 Penalty: 4683.078613
	Iteration 10Q: 3 clusters Score -1409513 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1409570.375000 Penalty: 4683.078613
	Iteration 11Q: 3 clusters Score -1409570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1409615.375000 Penalty: 4683.078613
	Iteration 12Q: 3 clusters Score -1409615 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1409644.875000 Penalty: 4683.078613
	Iteration 13Q: 3 clusters Score -1409645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1409666.500000 Penalty: 4683.078613
	Iteration 14Q: 3 clusters Score -1409666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1409682.250000 Penalty: 4683.078613
	Iteration 15Q: 3 clusters Score -1409682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1409689.000000 Penalty: 4683.078613
	Iteration 16Q: 3 clusters Score -1409689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1409699.000000 Penalty: 4683.078613
	Iteration 17Q: 3 clusters Score -1409699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1409704.375000 Penalty: 4683.078613
	Iteration 18Q: 3 clusters Score -1409704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1409709.750000 Penalty: 4683.078613
	Iteration 19Q: 3 clusters Score -1409710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1409713.750000 Penalty: 4683.078613
	Iteration 20F: 3 clusters Score -1409714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1409718.500000 Penalty: 4683.078613
	Iteration 21Q: 3 clusters Score -1409718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1409719.000000 Penalty: 4683.078613
	Iteration 22Q: 3 clusters Score -1409719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1409715.625000 Penalty: 4683.078613
	Iteration 23Q: 3 clusters Score -1409716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1409718.375000 Penalty: 4683.078613
	Iteration 24Q: 3 clusters Score -1409718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1409718.250000 Penalty: 4683.078613
	Iteration 25Q: 3 clusters Score -1409718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1409717.625000 Penalty: 4683.078613
	Iteration 26Q: 3 clusters Score -1409718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1409720.000000 Penalty: 4683.078613
	Iteration 27Q: 3 clusters Score -1409720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1409723.125000 Penalty: 4683.078613
	Iteration 28Q: 3 clusters Score -1409723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1409723.125000 Penalty: 4683.078613
	Iteration 29Q: 3 clusters Score -1409723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1409723.875000 Penalty: 4683.078613
	Iteration 30Q: 3 clusters Score -1409724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1409723.875000 Penalty: 4683.078613
	Iteration 31Q: 3 clusters Score -1409724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1409721.750000 Penalty: 4683.078613
	Iteration 32Q: 3 clusters Score -1409722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1409723.000000 Penalty: 4683.078613
	Iteration 33Q: 3 clusters Score -1409723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1409723.000000 Penalty: 4683.078613
	Iteration 34F: 3 clusters Score -1409723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Entering Unmasked Estep 
Score: -1904743.000000 Penalty: 2408.807373
	Iteration 0F: 2 clusters Score -1904743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1892790.125000 Penalty: 4817.614746
	Iteration 0F: 3 clusters Score -1892790 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1896792.125000 Penalty: 4817.614746
	Iteration 1F: 3 clusters Score -1896792 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1897320.500000 Penalty: 4817.614746
	Iteration 2F: 3 clusters Score -1897320 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1897848.250000 Penalty: 4817.614746
	Iteration 3F: 3 clusters Score -1897848 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1898430.375000 Penalty: 4817.614746
	Iteration 4F: 3 clusters Score -1898430 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1899087.500000 Penalty: 4817.614746
	Iteration 5F: 3 clusters Score -1899088 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1899796.125000 Penalty: 4817.614746
	Iteration 6F: 3 clusters Score -1899796 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1900405.750000 Penalty: 4817.614746
	Iteration 7F: 3 clusters Score -1900406 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1900893.500000 Penalty: 4817.614746
	Iteration 8Q: 3 clusters Score -1900894 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1901372.500000 Penalty: 4817.614746
	Iteration 9Q: 3 clusters Score -1901372 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1901866.875000 Penalty: 4817.614746
	Iteration 10Q: 3 clusters Score -1901867 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1902343.875000 Penalty: 4817.614746
	Iteration 11Q: 3 clusters Score -1902344 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1902736.125000 Penalty: 4817.614746
	Iteration 12Q: 3 clusters Score -1902736 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1902983.500000 Penalty: 4817.614746
	Iteration 13Q: 3 clusters Score -1902984 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1903105.500000 Penalty: 4817.614746
	Iteration 14Q: 3 clusters Score -1903106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1903164.000000 Penalty: 4817.614746
	Iteration 15Q: 3 clusters Score -1903164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1903197.000000 Penalty: 4817.614746
	Iteration 16Q: 3 clusters Score -1903197 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1903217.125000 Penalty: 4817.614746
	Iteration 17Q: 3 clusters Score -1903217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1903229.375000 Penalty: 4817.614746
	Iteration 18Q: 3 clusters Score -1903229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1903243.500000 Penalty: 4817.614746
	Iteration 19Q: 3 clusters Score -1903244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1903249.625000 Penalty: 4817.614746
	Iteration 20F: 3 clusters Score -1903250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1903253.750000 Penalty: 4817.614746
	Iteration 21Q: 3 clusters Score -1903254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1903257.125000 Penalty: 4817.614746
	Iteration 22Q: 3 clusters Score -1903257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1903258.250000 Penalty: 4817.614746
	Iteration 23Q: 3 clusters Score -1903258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1903260.375000 Penalty: 4817.614746
	Iteration 24Q: 3 clusters Score -1903260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1903262.625000 Penalty: 4817.614746
	Iteration 25Q: 3 clusters Score -1903263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1903269.625000 Penalty: 4817.614746
	Iteration 26Q: 3 clusters Score -1903270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1903268.750000 Penalty: 4817.614746
	Iteration 27Q: 3 clusters Score -1903269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1903273.625000 Penalty: 4817.614746
	Iteration 28Q: 3 clusters Score -1903274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1903278.625000 Penalty: 4817.614746
	Iteration 29Q: 3 clusters Score -1903279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1903276.625000 Penalty: 4817.614746
	Iteration 30Q: 3 clusters Score -1903277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1903277.500000 Penalty: 4817.614746
	Iteration 31Q: 3 clusters Score -1903278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1903280.500000 Penalty: 4817.614746
	Iteration 32Q: 3 clusters Score -1903280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1903279.000000 Penalty: 4817.614746
	Iteration 33Q: 3 clusters Score -1903279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1903279.000000 Penalty: 4817.614746
	Iteration 34F: 3 clusters Score -1903279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Entering Unmasked Estep 
Score: -3441760.000000 Penalty: 2583.593750
	Iteration 0F: 2 clusters Score -3441760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3418938.000000 Penalty: 5167.187500
	Iteration 0F: 3 clusters Score -3418938 nChanged 15311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3428424.750000 Penalty: 5167.187500
	Iteration 1F: 3 clusters Score -3428425 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3429834.750000 Penalty: 5167.187500
	Iteration 2F: 3 clusters Score -3429835 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3431424.750000 Penalty: 5167.187500
	Iteration 3F: 3 clusters Score -3431425 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3432921.000000 Penalty: 5167.187500
	Iteration 4F: 3 clusters Score -3432921 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3434046.750000 Penalty: 5167.187500
	Iteration 5F: 3 clusters Score -3434047 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3434850.000000 Penalty: 5167.187500
	Iteration 6F: 3 clusters Score -3434850 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3435393.750000 Penalty: 5167.187500
	Iteration 7Q: 3 clusters Score -3435394 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3435780.500000 Penalty: 5167.187500
	Iteration 8Q: 3 clusters Score -3435780 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3436098.000000 Penalty: 5167.187500
	Iteration 9Q: 3 clusters Score -3436098 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3436348.000000 Penalty: 5167.187500
	Iteration 10Q: 3 clusters Score -3436348 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3436572.500000 Penalty: 5167.187500
	Iteration 11Q: 3 clusters Score -3436572 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3436785.500000 Penalty: 5167.187500
	Iteration 12Q: 3 clusters Score -3436786 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3437027.500000 Penalty: 5167.187500
	Iteration 13Q: 3 clusters Score -3437028 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3437277.500000 Penalty: 5167.187500
	Iteration 14Q: 3 clusters Score -3437278 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3437558.000000 Penalty: 5167.187500
	Iteration 15Q: 3 clusters Score -3437558 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3437883.000000 Penalty: 5167.187500
	Iteration 16Q: 3 clusters Score -3437883 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3438253.750000 Penalty: 5167.187500
	Iteration 17Q: 3 clusters Score -3438254 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3438598.000000 Penalty: 5167.187500
	Iteration 18Q: 3 clusters Score -3438598 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3438928.250000 Penalty: 5167.187500
	Iteration 19Q: 3 clusters Score -3438928 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3439188.500000 Penalty: 5167.187500
	Iteration 20F: 3 clusters Score -3439188 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3439389.750000 Penalty: 5167.187500
	Iteration 21Q: 3 clusters Score -3439390 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3439539.250000 Penalty: 5167.187500
	Iteration 22Q: 3 clusters Score -3439539 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3439690.750000 Penalty: 5167.187500
	Iteration 23Q: 3 clusters Score -3439691 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3439801.500000 Penalty: 5167.187500
	Iteration 24Q: 3 clusters Score -3439802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3439906.000000 Penalty: 5167.187500
	Iteration 25Q: 3 clusters Score -3439906 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3439988.250000 Penalty: 5167.187500
	Iteration 26Q: 3 clusters Score -3439988 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3440054.000000 Penalty: 5167.187500
	Iteration 27Q: 3 clusters Score -3440054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3440112.000000 Penalty: 5167.187500
	Iteration 28Q: 3 clusters Score -3440112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3440167.500000 Penalty: 5167.187500
	Iteration 29Q: 3 clusters Score -3440168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3440217.250000 Penalty: 5167.187500
	Iteration 30Q: 3 clusters Score -3440217 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3440262.250000 Penalty: 5167.187500
	Iteration 31Q: 3 clusters Score -3440262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3440285.000000 Penalty: 5167.187500
	Iteration 32Q: 3 clusters Score -3440285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3440316.000000 Penalty: 5167.187500
	Iteration 33Q: 3 clusters Score -3440316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3440349.500000 Penalty: 5167.187500
	Iteration 34Q: 3 clusters Score -3440350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3440377.250000 Penalty: 5167.187500
	Iteration 35Q: 3 clusters Score -3440377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3440391.750000 Penalty: 5167.187500
	Iteration 36Q: 3 clusters Score -3440392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3440419.250000 Penalty: 5167.187500
	Iteration 37Q: 3 clusters Score -3440419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3440435.250000 Penalty: 5167.187500
	Iteration 38Q: 3 clusters Score -3440435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3440444.500000 Penalty: 5167.187500
	Iteration 39Q: 3 clusters Score -3440444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3440450.000000 Penalty: 5167.187500
	Iteration 40F: 3 clusters Score -3440450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3440459.000000 Penalty: 5167.187500
	Iteration 41Q: 3 clusters Score -3440459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3440474.250000 Penalty: 5167.187500
	Iteration 42Q: 3 clusters Score -3440474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3440490.000000 Penalty: 5167.187500
	Iteration 43Q: 3 clusters Score -3440490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3440500.250000 Penalty: 5167.187500
	Iteration 44Q: 3 clusters Score -3440500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3440508.250000 Penalty: 5167.187500
	Iteration 45Q: 3 clusters Score -3440508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3440520.000000 Penalty: 5167.187500
	Iteration 46Q: 3 clusters Score -3440520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3440528.000000 Penalty: 5167.187500
	Iteration 47Q: 3 clusters Score -3440528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3440529.000000 Penalty: 5167.187500
	Iteration 48Q: 3 clusters Score -3440529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3440545.000000 Penalty: 5167.187500
	Iteration 49Q: 3 clusters Score -3440545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3440544.250000 Penalty: 5167.187500
	Iteration 50Q: 3 clusters Score -3440544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3440551.250000 Penalty: 5167.187500
	Iteration 51Q: 3 clusters Score -3440551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3440554.750000 Penalty: 5167.187500
	Iteration 52Q: 3 clusters Score -3440555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3440554.250000 Penalty: 5167.187500
	Iteration 53Q: 3 clusters Score -3440554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3440562.500000 Penalty: 5167.187500
	Iteration 54Q: 3 clusters Score -3440562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3440563.750000 Penalty: 5167.187500
	Iteration 55Q: 3 clusters Score -3440564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3440564.000000 Penalty: 5167.187500
	Iteration 56Q: 3 clusters Score -3440564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3440566.000000 Penalty: 5167.187500
	Iteration 57Q: 3 clusters Score -3440566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3440563.250000 Penalty: 5167.187500
	Iteration 58Q: 3 clusters Score -3440563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3440563.250000 Penalty: 5167.187500
	Iteration 59F: 3 clusters Score -3440563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -615447.187500 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -615447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -610614.500000 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -610614.5 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -611907.500000 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -611907.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -612219.000000 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -612219 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -612443.000000 Penalty: 4270.718262
	Iteration 3F: 3 clusters Score -612443 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -612597.062500 Penalty: 4270.718262
	Iteration 4Q: 3 clusters Score -612597.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -612758.250000 Penalty: 4270.718262
	Iteration 5Q: 3 clusters Score -612758.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -612931.750000 Penalty: 4270.718262
	Iteration 6Q: 3 clusters Score -612931.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -613143.062500 Penalty: 4270.718262
	Iteration 7Q: 3 clusters Score -613143.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -613410.375000 Penalty: 4270.718262
	Iteration 8F: 3 clusters Score -613410.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -613655.562500 Penalty: 4270.718262
	Iteration 9F: 3 clusters Score -613655.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -613873.812500 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -613873.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -614051.875000 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -614051.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -614196.625000 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -614196.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -614321.937500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -614321.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -614431.250000 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -614431.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -614512.750000 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -614512.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -614589.812500 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -614589.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -614646.687500 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -614646.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -614690.562500 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -614690.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -614737.750000 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -614737.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -614774.187500 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -614774.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -614802.062500 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -614802.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -614827.250000 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -614827.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -614845.437500 Penalty: 4270.718262
	Iteration 23Q: 3 clusters Score -614845.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -614859.062500 Penalty: 4270.718262
	Iteration 24Q: 3 clusters Score -614859.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -614870.750000 Penalty: 4270.718262
	Iteration 25Q: 3 clusters Score -614870.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -614883.125000 Penalty: 4270.718262
	Iteration 26Q: 3 clusters Score -614883.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -614896.687500 Penalty: 4270.718262
	Iteration 27Q: 3 clusters Score -614896.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -614906.625000 Penalty: 4270.718262
	Iteration 28Q: 3 clusters Score -614906.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -614915.687500 Penalty: 4270.718262
	Iteration 29Q: 3 clusters Score -614915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -614924.562500 Penalty: 4270.718262
	Iteration 30Q: 3 clusters Score -614924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -614929.562500 Penalty: 4270.718262
	Iteration 31Q: 3 clusters Score -614929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -614932.562500 Penalty: 4270.718262
	Iteration 32Q: 3 clusters Score -614932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -614935.062500 Penalty: 4270.718262
	Iteration 33Q: 3 clusters Score -614935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -614937.000000 Penalty: 4270.718262
	Iteration 34Q: 3 clusters Score -614937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -614940.125000 Penalty: 4270.718262
	Iteration 35Q: 3 clusters Score -614940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -614944.437500 Penalty: 4270.718262
	Iteration 36Q: 3 clusters Score -614944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -614943.500000 Penalty: 4270.718262
	Iteration 37Q: 3 clusters Score -614943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -614944.500000 Penalty: 4270.718262
	Iteration 38Q: 3 clusters Score -614944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -614946.125000 Penalty: 4270.718262
	Iteration 39Q: 3 clusters Score -614946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -614946.187500 Penalty: 4270.718262
	Iteration 40F: 3 clusters Score -614946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -614946.875000 Penalty: 4270.718262
	Iteration 41Q: 3 clusters Score -614946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -614947.062500 Penalty: 4270.718262
	Iteration 42Q: 3 clusters Score -614947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -614946.562500 Penalty: 4270.718262
	Iteration 43Q: 3 clusters Score -614946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -614946.562500 Penalty: 4270.718262
	Iteration 44F: 3 clusters Score -614946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Entering Unmasked Estep 
Score: -3195754.250000 Penalty: 2540.111816
	Iteration 0F: 2 clusters Score -3195754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3176495.750000 Penalty: 5080.223633
	Iteration 0F: 3 clusters Score -3176496 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3183268.750000 Penalty: 5080.223633
	Iteration 1F: 3 clusters Score -3183269 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3183852.000000 Penalty: 5080.223633
	Iteration 2F: 3 clusters Score -3183852 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3184513.250000 Penalty: 5080.223633
	Iteration 3F: 3 clusters Score -3184513 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3185209.250000 Penalty: 5080.223633
	Iteration 4F: 3 clusters Score -3185209 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3186082.500000 Penalty: 5080.223633
	Iteration 5F: 3 clusters Score -3186082 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3187021.750000 Penalty: 5080.223633
	Iteration 6F: 3 clusters Score -3187022 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3187962.250000 Penalty: 5080.223633
	Iteration 7F: 3 clusters Score -3187962 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3188755.000000 Penalty: 5080.223633
	Iteration 8F: 3 clusters Score -3188755 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3189412.500000 Penalty: 5080.223633
	Iteration 9Q: 3 clusters Score -3189412 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3189883.750000 Penalty: 5080.223633
	Iteration 10Q: 3 clusters Score -3189884 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3190205.250000 Penalty: 5080.223633
	Iteration 11Q: 3 clusters Score -3190205 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3190482.250000 Penalty: 5080.223633
	Iteration 12Q: 3 clusters Score -3190482 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3190727.500000 Penalty: 5080.223633
	Iteration 13Q: 3 clusters Score -3190728 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3190956.000000 Penalty: 5080.223633
	Iteration 14Q: 3 clusters Score -3190956 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3191121.750000 Penalty: 5080.223633
	Iteration 15Q: 3 clusters Score -3191122 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3191269.250000 Penalty: 5080.223633
	Iteration 16Q: 3 clusters Score -3191269 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3191398.500000 Penalty: 5080.223633
	Iteration 17Q: 3 clusters Score -3191398 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3191519.500000 Penalty: 5080.223633
	Iteration 18Q: 3 clusters Score -3191520 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3191615.250000 Penalty: 5080.223633
	Iteration 19Q: 3 clusters Score -3191615 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3191696.250000 Penalty: 5080.223633
	Iteration 20F: 3 clusters Score -3191696 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3191778.250000 Penalty: 5080.223633
	Iteration 21Q: 3 clusters Score -3191778 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3191866.750000 Penalty: 5080.223633
	Iteration 22Q: 3 clusters Score -3191867 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3191968.250000 Penalty: 5080.223633
	Iteration 23Q: 3 clusters Score -3191968 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3192057.750000 Penalty: 5080.223633
	Iteration 24Q: 3 clusters Score -3192058 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3192162.750000 Penalty: 5080.223633
	Iteration 25Q: 3 clusters Score -3192163 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3192271.000000 Penalty: 5080.223633
	Iteration 26Q: 3 clusters Score -3192271 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3192364.250000 Penalty: 5080.223633
	Iteration 27Q: 3 clusters Score -3192364 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3192480.500000 Penalty: 5080.223633
	Iteration 28Q: 3 clusters Score -3192480 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3192572.000000 Penalty: 5080.223633
	Iteration 29Q: 3 clusters Score -3192572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3192680.750000 Penalty: 5080.223633
	Iteration 30Q: 3 clusters Score -3192681 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3192779.000000 Penalty: 5080.223633
	Iteration 31Q: 3 clusters Score -3192779 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3192864.000000 Penalty: 5080.223633
	Iteration 32Q: 3 clusters Score -3192864 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3192947.750000 Penalty: 5080.223633
	Iteration 33Q: 3 clusters Score -3192948 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3193052.750000 Penalty: 5080.223633
	Iteration 34Q: 3 clusters Score -3193053 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3193139.250000 Penalty: 5080.223633
	Iteration 35Q: 3 clusters Score -3193139 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3193239.250000 Penalty: 5080.223633
	Iteration 36Q: 3 clusters Score -3193239 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3193307.250000 Penalty: 5080.223633
	Iteration 37Q: 3 clusters Score -3193307 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3193356.250000 Penalty: 5080.223633
	Iteration 38Q: 3 clusters Score -3193356 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3193399.750000 Penalty: 5080.223633
	Iteration 39Q: 3 clusters Score -3193400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3193448.000000 Penalty: 5080.223633
	Iteration 40F: 3 clusters Score -3193448 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3193515.750000 Penalty: 5080.223633
	Iteration 41Q: 3 clusters Score -3193516 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3193558.250000 Penalty: 5080.223633
	Iteration 42Q: 3 clusters Score -3193558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3193590.000000 Penalty: 5080.223633
	Iteration 43Q: 3 clusters Score -3193590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3193638.500000 Penalty: 5080.223633
	Iteration 44Q: 3 clusters Score -3193638 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3193673.000000 Penalty: 5080.223633
	Iteration 45Q: 3 clusters Score -3193673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3193698.000000 Penalty: 5080.223633
	Iteration 46Q: 3 clusters Score -3193698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3193715.500000 Penalty: 5080.223633
	Iteration 47Q: 3 clusters Score -3193716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3193752.000000 Penalty: 5080.223633
	Iteration 48Q: 3 clusters Score -3193752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3193775.750000 Penalty: 5080.223633
	Iteration 49Q: 3 clusters Score -3193776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3193796.000000 Penalty: 5080.223633
	Iteration 50Q: 3 clusters Score -3193796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3193825.250000 Penalty: 5080.223633
	Iteration 51Q: 3 clusters Score -3193825 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3193866.750000 Penalty: 5080.223633
	Iteration 52Q: 3 clusters Score -3193867 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3193900.500000 Penalty: 5080.223633
	Iteration 53Q: 3 clusters Score -3193900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3193918.000000 Penalty: 5080.223633
	Iteration 54Q: 3 clusters Score -3193918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3193950.000000 Penalty: 5080.223633
	Iteration 55Q: 3 clusters Score -3193950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3193967.250000 Penalty: 5080.223633
	Iteration 56Q: 3 clusters Score -3193967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3193982.500000 Penalty: 5080.223633
	Iteration 57Q: 3 clusters Score -3193982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3193990.750000 Penalty: 5080.223633
	Iteration 58Q: 3 clusters Score -3193991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3193995.250000 Penalty: 5080.223633
	Iteration 59Q: 3 clusters Score -3193995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3194020.250000 Penalty: 5080.223633
	Iteration 60F: 3 clusters Score -3194020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3194048.000000 Penalty: 5080.223633
	Iteration 61Q: 3 clusters Score -3194048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3194058.500000 Penalty: 5080.223633
	Iteration 62Q: 3 clusters Score -3194058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3194068.000000 Penalty: 5080.223633
	Iteration 63Q: 3 clusters Score -3194068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3194077.500000 Penalty: 5080.223633
	Iteration 64Q: 3 clusters Score -3194078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3194082.500000 Penalty: 5080.223633
	Iteration 65Q: 3 clusters Score -3194082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3194088.500000 Penalty: 5080.223633
	Iteration 66Q: 3 clusters Score -3194088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3194090.500000 Penalty: 5080.223633
	Iteration 67Q: 3 clusters Score -3194090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3194100.750000 Penalty: 5080.223633
	Iteration 68Q: 3 clusters Score -3194101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3194105.500000 Penalty: 5080.223633
	Iteration 69Q: 3 clusters Score -3194106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3194114.500000 Penalty: 5080.223633
	Iteration 70Q: 3 clusters Score -3194114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3194121.750000 Penalty: 5080.223633
	Iteration 71Q: 3 clusters Score -3194122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3194124.500000 Penalty: 5080.223633
	Iteration 72Q: 3 clusters Score -3194124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3194129.500000 Penalty: 5080.223633
	Iteration 73Q: 3 clusters Score -3194130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3194129.000000 Penalty: 5080.223633
	Iteration 74Q: 3 clusters Score -3194129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3194133.500000 Penalty: 5080.223633
	Iteration 75Q: 3 clusters Score -3194134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3194132.750000 Penalty: 5080.223633
	Iteration 76Q: 3 clusters Score -3194133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3194128.250000 Penalty: 5080.223633
	Iteration 77Q: 3 clusters Score -3194128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3194132.250000 Penalty: 5080.223633
	Iteration 78Q: 3 clusters Score -3194132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3194132.250000 Penalty: 5080.223633
	Iteration 79Q: 3 clusters Score -3194132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3194131.750000 Penalty: 5080.223633
	Iteration 80F: 3 clusters Score -3194132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3194131.250000 Penalty: 5080.223633
	Iteration 81Q: 3 clusters Score -3194131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3194134.500000 Penalty: 5080.223633
	Iteration 82Q: 3 clusters Score -3194134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3194135.000000 Penalty: 5080.223633
	Iteration 83Q: 3 clusters Score -3194135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3194135.250000 Penalty: 5080.223633
	Iteration 84Q: 3 clusters Score -3194135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3194134.500000 Penalty: 5080.223633
	Iteration 85Q: 3 clusters Score -3194134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3194137.500000 Penalty: 5080.223633
	Iteration 86Q: 3 clusters Score -3194138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3194140.250000 Penalty: 5080.223633
	Iteration 87Q: 3 clusters Score -3194140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3194140.750000 Penalty: 5080.223633
	Iteration 88Q: 3 clusters Score -3194141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3194140.500000 Penalty: 5080.223633
	Iteration 89Q: 3 clusters Score -3194140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3194147.500000 Penalty: 5080.223633
	Iteration 90Q: 3 clusters Score -3194148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3194146.750000 Penalty: 5080.223633
	Iteration 91Q: 3 clusters Score -3194147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3194141.000000 Penalty: 5080.223633
	Iteration 92Q: 3 clusters Score -3194141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3194143.500000 Penalty: 5080.223633
	Iteration 93Q: 3 clusters Score -3194144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3194145.000000 Penalty: 5080.223633
	Iteration 94Q: 3 clusters Score -3194145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3194144.750000 Penalty: 5080.223633
	Iteration 95Q: 3 clusters Score -3194145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3194144.750000 Penalty: 5080.223633
	Iteration 96F: 3 clusters Score -3194145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -231892.140625 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -231892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -228676.812500 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -228676.8 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -229694.656250 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -229694.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -230294.453125 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -230294.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -230683.296875 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -230683.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -230913.250000 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -230913.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -231044.156250 Penalty: 3980.006836
	Iteration 5Q: 3 clusters Score -231044.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -231139.875000 Penalty: 3980.006836
	Iteration 6Q: 3 clusters Score -231139.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -231207.390625 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -231207.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -231242.031250 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -231242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -231263.484375 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -231263.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -231278.578125 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -231278.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -231290.468750 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -231290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -231298.640625 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -231298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -231301.500000 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -231301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -231301.562500 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -231301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -231302.562500 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -231302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -231303.484375 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -231303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -231305.031250 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -231305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -231308.062500 Penalty: 3980.006836
	Iteration 18Q: 3 clusters Score -231308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -231309.859375 Penalty: 3980.006836
	Iteration 19Q: 3 clusters Score -231309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -231311.531250 Penalty: 3980.006836
	Iteration 20F: 3 clusters Score -231311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -231312.546875 Penalty: 3980.006836
	Iteration 21Q: 3 clusters Score -231312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -231314.062500 Penalty: 3980.006836
	Iteration 22Q: 3 clusters Score -231314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -231315.968750 Penalty: 3980.006836
	Iteration 23Q: 3 clusters Score -231316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -231316.656250 Penalty: 3980.006836
	Iteration 24Q: 3 clusters Score -231316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -231317.968750 Penalty: 3980.006836
	Iteration 25Q: 3 clusters Score -231318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -231320.734375 Penalty: 3980.006836
	Iteration 26Q: 3 clusters Score -231320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -231323.031250 Penalty: 3980.006836
	Iteration 27Q: 3 clusters Score -231323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -231325.468750 Penalty: 3980.006836
	Iteration 28Q: 3 clusters Score -231325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -231328.046875 Penalty: 3980.006836
	Iteration 29Q: 3 clusters Score -231328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -231331.062500 Penalty: 3980.006836
	Iteration 30Q: 3 clusters Score -231331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -231333.750000 Penalty: 3980.006836
	Iteration 31Q: 3 clusters Score -231333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -231336.468750 Penalty: 3980.006836
	Iteration 32Q: 3 clusters Score -231336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -231337.093750 Penalty: 3980.006836
	Iteration 33Q: 3 clusters Score -231337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -231338.453125 Penalty: 3980.006836
	Iteration 34Q: 3 clusters Score -231338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -231339.625000 Penalty: 3980.006836
	Iteration 35Q: 3 clusters Score -231339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -231339.843750 Penalty: 3980.006836
	Iteration 36Q: 3 clusters Score -231339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -231340.359375 Penalty: 3980.006836
	Iteration 37Q: 3 clusters Score -231340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -231340.359375 Penalty: 3980.006836
	Iteration 38F: 3 clusters Score -231340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Entering Unmasked Estep 
Score: -1579811.625000 Penalty: 2364.561768
	Iteration 0F: 2 clusters Score -1579812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1569727.625000 Penalty: 4729.123535
	Iteration 0F: 3 clusters Score -1569728 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1572843.500000 Penalty: 4729.123535
	Iteration 1F: 3 clusters Score -1572844 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1573220.000000 Penalty: 4729.123535
	Iteration 2F: 3 clusters Score -1573220 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1573564.375000 Penalty: 4729.123535
	Iteration 3F: 3 clusters Score -1573564 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1573889.125000 Penalty: 4729.123535
	Iteration 4Q: 3 clusters Score -1573889 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1574178.750000 Penalty: 4729.123535
	Iteration 5Q: 3 clusters Score -1574179 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1574439.750000 Penalty: 4729.123535
	Iteration 6Q: 3 clusters Score -1574440 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1574713.500000 Penalty: 4729.123535
	Iteration 7Q: 3 clusters Score -1574714 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1575011.875000 Penalty: 4729.123535
	Iteration 8Q: 3 clusters Score -1575012 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1575297.625000 Penalty: 4729.123535
	Iteration 9Q: 3 clusters Score -1575298 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1575574.625000 Penalty: 4729.123535
	Iteration 10Q: 3 clusters Score -1575575 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1575865.375000 Penalty: 4729.123535
	Iteration 11Q: 3 clusters Score -1575865 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1576125.125000 Penalty: 4729.123535
	Iteration 12Q: 3 clusters Score -1576125 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1576349.750000 Penalty: 4729.123535
	Iteration 13Q: 3 clusters Score -1576350 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1576553.500000 Penalty: 4729.123535
	Iteration 14Q: 3 clusters Score -1576554 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1576752.750000 Penalty: 4729.123535
	Iteration 15Q: 3 clusters Score -1576753 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1576956.375000 Penalty: 4729.123535
	Iteration 16Q: 3 clusters Score -1576956 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1577126.750000 Penalty: 4729.123535
	Iteration 17Q: 3 clusters Score -1577127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1577251.750000 Penalty: 4729.123535
	Iteration 18Q: 3 clusters Score -1577252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1577370.375000 Penalty: 4729.123535
	Iteration 19Q: 3 clusters Score -1577370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1577466.250000 Penalty: 4729.123535
	Iteration 20F: 3 clusters Score -1577466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1577542.375000 Penalty: 4729.123535
	Iteration 21Q: 3 clusters Score -1577542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1577617.000000 Penalty: 4729.123535
	Iteration 22Q: 3 clusters Score -1577617 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1577666.375000 Penalty: 4729.123535
	Iteration 23Q: 3 clusters Score -1577666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1577714.000000 Penalty: 4729.123535
	Iteration 24Q: 3 clusters Score -1577714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1577747.375000 Penalty: 4729.123535
	Iteration 25Q: 3 clusters Score -1577747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1577776.625000 Penalty: 4729.123535
	Iteration 26Q: 3 clusters Score -1577777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1577793.375000 Penalty: 4729.123535
	Iteration 27Q: 3 clusters Score -1577793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1577802.625000 Penalty: 4729.123535
	Iteration 28Q: 3 clusters Score -1577803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1577809.000000 Penalty: 4729.123535
	Iteration 29Q: 3 clusters Score -1577809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1577813.500000 Penalty: 4729.123535
	Iteration 30Q: 3 clusters Score -1577814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1577817.000000 Penalty: 4729.123535
	Iteration 31Q: 3 clusters Score -1577817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1577817.500000 Penalty: 4729.123535
	Iteration 32Q: 3 clusters Score -1577818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1577820.250000 Penalty: 4729.123535
	Iteration 33Q: 3 clusters Score -1577820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1577822.000000 Penalty: 4729.123535
	Iteration 34Q: 3 clusters Score -1577822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1577828.125000 Penalty: 4729.123535
	Iteration 35Q: 3 clusters Score -1577828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1577829.625000 Penalty: 4729.123535
	Iteration 36Q: 3 clusters Score -1577830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1577832.250000 Penalty: 4729.123535
	Iteration 37Q: 3 clusters Score -1577832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1577839.875000 Penalty: 4729.123535
	Iteration 38Q: 3 clusters Score -1577840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1577847.875000 Penalty: 4729.123535
	Iteration 39Q: 3 clusters Score -1577848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1577847.875000 Penalty: 4729.123535
	Iteration 40F: 3 clusters Score -1577848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Entering Unmasked Estep 
Score: -1733250.000000 Penalty: 2384.686768
	Iteration 0F: 2 clusters Score -1733250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1722296.125000 Penalty: 4769.373535
	Iteration 0F: 3 clusters Score -1722296 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1725712.625000 Penalty: 4769.373535
	Iteration 1F: 3 clusters Score -1725713 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1726035.375000 Penalty: 4769.373535
	Iteration 2F: 3 clusters Score -1726035 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1726323.125000 Penalty: 4769.373535
	Iteration 3Q: 3 clusters Score -1726323 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1726576.625000 Penalty: 4769.373535
	Iteration 4Q: 3 clusters Score -1726577 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1726828.250000 Penalty: 4769.373535
	Iteration 5Q: 3 clusters Score -1726828 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1727075.000000 Penalty: 4769.373535
	Iteration 6Q: 3 clusters Score -1727075 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1727319.250000 Penalty: 4769.373535
	Iteration 7Q: 3 clusters Score -1727319 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1727593.250000 Penalty: 4769.373535
	Iteration 8Q: 3 clusters Score -1727593 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1727927.000000 Penalty: 4769.373535
	Iteration 9Q: 3 clusters Score -1727927 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1728292.875000 Penalty: 4769.373535
	Iteration 10Q: 3 clusters Score -1728293 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1728654.000000 Penalty: 4769.373535
	Iteration 11Q: 3 clusters Score -1728654 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1729017.750000 Penalty: 4769.373535
	Iteration 12Q: 3 clusters Score -1729018 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1729361.875000 Penalty: 4769.373535
	Iteration 13Q: 3 clusters Score -1729362 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1729692.875000 Penalty: 4769.373535
	Iteration 14Q: 3 clusters Score -1729693 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1729983.625000 Penalty: 4769.373535
	Iteration 15Q: 3 clusters Score -1729984 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1730209.750000 Penalty: 4769.373535
	Iteration 16Q: 3 clusters Score -1730210 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1730382.250000 Penalty: 4769.373535
	Iteration 17Q: 3 clusters Score -1730382 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1730510.500000 Penalty: 4769.373535
	Iteration 18Q: 3 clusters Score -1730510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1730623.875000 Penalty: 4769.373535
	Iteration 19Q: 3 clusters Score -1730624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1730718.750000 Penalty: 4769.373535
	Iteration 20F: 3 clusters Score -1730719 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1730781.125000 Penalty: 4769.373535
	Iteration 21Q: 3 clusters Score -1730781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1730840.500000 Penalty: 4769.373535
	Iteration 22Q: 3 clusters Score -1730840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1730904.250000 Penalty: 4769.373535
	Iteration 23Q: 3 clusters Score -1730904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1730950.000000 Penalty: 4769.373535
	Iteration 24Q: 3 clusters Score -1730950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1730997.500000 Penalty: 4769.373535
	Iteration 25Q: 3 clusters Score -1730998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1731020.875000 Penalty: 4769.373535
	Iteration 26Q: 3 clusters Score -1731021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1731053.750000 Penalty: 4769.373535
	Iteration 27Q: 3 clusters Score -1731054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1731083.000000 Penalty: 4769.373535
	Iteration 28Q: 3 clusters Score -1731083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1731095.000000 Penalty: 4769.373535
	Iteration 29Q: 3 clusters Score -1731095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1731107.125000 Penalty: 4769.373535
	Iteration 30Q: 3 clusters Score -1731107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1731114.875000 Penalty: 4769.373535
	Iteration 31Q: 3 clusters Score -1731115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1731121.375000 Penalty: 4769.373535
	Iteration 32Q: 3 clusters Score -1731121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1731125.875000 Penalty: 4769.373535
	Iteration 33Q: 3 clusters Score -1731126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1731128.625000 Penalty: 4769.373535
	Iteration 34Q: 3 clusters Score -1731129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1731128.625000 Penalty: 4769.373535
	Iteration 35F: 3 clusters Score -1731129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -338946.031250 Penalty: 2000.730835
	Iteration 0F: 2 clusters Score -338946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -335604.906250 Penalty: 4001.461670
	Iteration 0F: 3 clusters Score -335604.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -336387.937500 Penalty: 4001.461670
	Iteration 1F: 3 clusters Score -336387.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -336595.250000 Penalty: 4001.461670
	Iteration 2F: 3 clusters Score -336595.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -336730.156250 Penalty: 4001.461670
	Iteration 3F: 3 clusters Score -336730.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336862.968750 Penalty: 4001.461670
	Iteration 4Q: 3 clusters Score -336863 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337052.062500 Penalty: 4001.461670
	Iteration 5Q: 3 clusters Score -337052.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -337297.375000 Penalty: 4001.461670
	Iteration 6F: 3 clusters Score -337297.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -337575.843750 Penalty: 4001.461670
	Iteration 7F: 3 clusters Score -337575.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -337808.343750 Penalty: 4001.461670
	Iteration 8F: 3 clusters Score -337808.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -337953.062500 Penalty: 4001.461670
	Iteration 9Q: 3 clusters Score -337953.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -338046.156250 Penalty: 4001.461670
	Iteration 10Q: 3 clusters Score -338046.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -338115.812500 Penalty: 4001.461670
	Iteration 11Q: 3 clusters Score -338115.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -338165.312500 Penalty: 4001.461670
	Iteration 12Q: 3 clusters Score -338165.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -338213.031250 Penalty: 4001.461670
	Iteration 13Q: 3 clusters Score -338213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -338235.500000 Penalty: 4001.461670
	Iteration 14Q: 3 clusters Score -338235.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -338252.968750 Penalty: 4001.461670
	Iteration 15Q: 3 clusters Score -338253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -338264.468750 Penalty: 4001.461670
	Iteration 16Q: 3 clusters Score -338264.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -338270.625000 Penalty: 4001.461670
	Iteration 17Q: 3 clusters Score -338270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -338275.656250 Penalty: 4001.461670
	Iteration 18Q: 3 clusters Score -338275.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -338282.750000 Penalty: 4001.461670
	Iteration 19Q: 3 clusters Score -338282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -338288.218750 Penalty: 4001.461670
	Iteration 20F: 3 clusters Score -338288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -338290.812500 Penalty: 4001.461670
	Iteration 21Q: 3 clusters Score -338290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -338292.562500 Penalty: 4001.461670
	Iteration 22Q: 3 clusters Score -338292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -338293.343750 Penalty: 4001.461670
	Iteration 23Q: 3 clusters Score -338293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -338296.156250 Penalty: 4001.461670
	Iteration 24Q: 3 clusters Score -338296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -338298.250000 Penalty: 4001.461670
	Iteration 25Q: 3 clusters Score -338298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -338299.187500 Penalty: 4001.461670
	Iteration 26Q: 3 clusters Score -338299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -338300.250000 Penalty: 4001.461670
	Iteration 27Q: 3 clusters Score -338300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -338301.812500 Penalty: 4001.461670
	Iteration 28Q: 3 clusters Score -338301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -338302.031250 Penalty: 4001.461670
	Iteration 29Q: 3 clusters Score -338302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -338303.406250 Penalty: 4001.461670
	Iteration 30Q: 3 clusters Score -338303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -338304.156250 Penalty: 4001.461670
	Iteration 31Q: 3 clusters Score -338304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -338304.156250 Penalty: 4001.461670
	Iteration 32F: 3 clusters Score -338304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -258067.093750 Penalty: 1969.176392
	Iteration 0F: 2 clusters Score -258067.1 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 1415 members 
Entering Unmasked Estep 
Score: -254942.875000 Penalty: 3938.352783
	Iteration 0F: 3 clusters Score -254942.9 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -255670.515625 Penalty: 3938.352783
	Iteration 1F: 3 clusters Score -255670.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -255923.546875 Penalty: 3938.352783
	Iteration 2F: 3 clusters Score -255923.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -256149.781250 Penalty: 3938.352783
	Iteration 3F: 3 clusters Score -256149.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -256335.437500 Penalty: 3938.352783
	Iteration 4F: 3 clusters Score -256335.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -256454.718750 Penalty: 3938.352783
	Iteration 5Q: 3 clusters Score -256454.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -256554.187500 Penalty: 3938.352783
	Iteration 6Q: 3 clusters Score -256554.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -256638.078125 Penalty: 3938.352783
	Iteration 7Q: 3 clusters Score -256638.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256707.828125 Penalty: 3938.352783
	Iteration 8Q: 3 clusters Score -256707.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -256764.953125 Penalty: 3938.352783
	Iteration 9Q: 3 clusters Score -256765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -256791.687500 Penalty: 3938.352783
	Iteration 10Q: 3 clusters Score -256791.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -256811.156250 Penalty: 3938.352783
	Iteration 11Q: 3 clusters Score -256811.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -256828.468750 Penalty: 3938.352783
	Iteration 12Q: 3 clusters Score -256828.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -256846.078125 Penalty: 3938.352783
	Iteration 13Q: 3 clusters Score -256846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -256860.453125 Penalty: 3938.352783
	Iteration 14Q: 3 clusters Score -256860.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -256874.609375 Penalty: 3938.352783
	Iteration 15Q: 3 clusters Score -256874.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -256884.156250 Penalty: 3938.352783
	Iteration 16Q: 3 clusters Score -256884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -256893.484375 Penalty: 3938.352783
	Iteration 17Q: 3 clusters Score -256893.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -256904.875000 Penalty: 3938.352783
	Iteration 18Q: 3 clusters Score -256904.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -256918.609375 Penalty: 3938.352783
	Iteration 19Q: 3 clusters Score -256918.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -256930.312500 Penalty: 3938.352783
	Iteration 20F: 3 clusters Score -256930.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -256940.281250 Penalty: 3938.352783
	Iteration 21Q: 3 clusters Score -256940.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -256947.468750 Penalty: 3938.352783
	Iteration 22Q: 3 clusters Score -256947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -256955.984375 Penalty: 3938.352783
	Iteration 23Q: 3 clusters Score -256956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -256959.328125 Penalty: 3938.352783
	Iteration 24Q: 3 clusters Score -256959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -256962.156250 Penalty: 3938.352783
	Iteration 25Q: 3 clusters Score -256962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -256964.359375 Penalty: 3938.352783
	Iteration 26Q: 3 clusters Score -256964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -256964.562500 Penalty: 3938.352783
	Iteration 27Q: 3 clusters Score -256964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -256965.281250 Penalty: 3938.352783
	Iteration 28Q: 3 clusters Score -256965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -256967.203125 Penalty: 3938.352783
	Iteration 29Q: 3 clusters Score -256967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -256968.187500 Penalty: 3938.352783
	Iteration 30Q: 3 clusters Score -256968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -256968.187500 Penalty: 3938.352783
	Iteration 31F: 3 clusters Score -256968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -601842.500000 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -601842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -596918.750000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -596918.8 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -598205.500000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -598205.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -598528.312500 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -598528.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -598753.625000 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -598753.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -598986.500000 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -598986.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -599194.312500 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -599194.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -599372.437500 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -599372.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -599594.625000 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -599594.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -599841.250000 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -599841.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -600093.187500 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -600093.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -600327.750000 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -600327.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -600487.250000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -600487.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -600601.000000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -600601 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -600693.500000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -600693.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -600746.375000 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -600746.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -600792.875000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -600792.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -600824.937500 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -600824.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -600840.375000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -600840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -600853.687500 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -600853.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -600871.000000 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -600871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -600883.625000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -600883.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -600895.000000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -600895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -600901.812500 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -600901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -600909.125000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -600909.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -600916.187500 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -600916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -600918.125000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -600918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -600920.687500 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -600920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -600923.750000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -600923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -600925.812500 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -600925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -600926.812500 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -600926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -600926.500000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -600926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -600928.375000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -600928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -600929.000000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -600929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -600929.687500 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -600929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -600929.937500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -600929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -600930.375000 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -600930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -600930.375000 Penalty: 4282.506836
	Iteration 36F: 3 clusters Score -600930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Entering Unmasked Estep 
Score: -3464462.750000 Penalty: 2563.074463
	Iteration 0F: 2 clusters Score -3464463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3443587.000000 Penalty: 5126.148926
	Iteration 0F: 3 clusters Score -3443587 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3451061.750000 Penalty: 5126.148926
	Iteration 1F: 3 clusters Score -3451062 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3451723.750000 Penalty: 5126.148926
	Iteration 2F: 3 clusters Score -3451724 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3452447.750000 Penalty: 5126.148926
	Iteration 3F: 3 clusters Score -3452448 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3453314.000000 Penalty: 5126.148926
	Iteration 4F: 3 clusters Score -3453314 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3454433.250000 Penalty: 5126.148926
	Iteration 5F: 3 clusters Score -3454433 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3455786.750000 Penalty: 5126.148926
	Iteration 6F: 3 clusters Score -3455787 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3457382.750000 Penalty: 5126.148926
	Iteration 7F: 3 clusters Score -3457383 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3458903.750000 Penalty: 5126.148926
	Iteration 8F: 3 clusters Score -3458904 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3460131.500000 Penalty: 5126.148926
	Iteration 9Q: 3 clusters Score -3460132 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3460995.000000 Penalty: 5126.148926
	Iteration 10Q: 3 clusters Score -3460995 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3461536.500000 Penalty: 5126.148926
	Iteration 11Q: 3 clusters Score -3461536 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3461814.250000 Penalty: 5126.148926
	Iteration 12Q: 3 clusters Score -3461814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3461997.500000 Penalty: 5126.148926
	Iteration 13Q: 3 clusters Score -3461998 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3462094.250000 Penalty: 5126.148926
	Iteration 14Q: 3 clusters Score -3462094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3462153.500000 Penalty: 5126.148926
	Iteration 15Q: 3 clusters Score -3462154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3462186.000000 Penalty: 5126.148926
	Iteration 16Q: 3 clusters Score -3462186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3462205.500000 Penalty: 5126.148926
	Iteration 17Q: 3 clusters Score -3462206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3462225.250000 Penalty: 5126.148926
	Iteration 18Q: 3 clusters Score -3462225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3462240.500000 Penalty: 5126.148926
	Iteration 19Q: 3 clusters Score -3462240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3462247.250000 Penalty: 5126.148926
	Iteration 20F: 3 clusters Score -3462247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3462272.000000 Penalty: 5126.148926
	Iteration 21Q: 3 clusters Score -3462272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3462276.500000 Penalty: 5126.148926
	Iteration 22Q: 3 clusters Score -3462276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3462286.500000 Penalty: 5126.148926
	Iteration 23Q: 3 clusters Score -3462286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3462295.750000 Penalty: 5126.148926
	Iteration 24Q: 3 clusters Score -3462296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3462296.750000 Penalty: 5126.148926
	Iteration 25Q: 3 clusters Score -3462297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3462298.750000 Penalty: 5126.148926
	Iteration 26Q: 3 clusters Score -3462299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3462298.750000 Penalty: 5126.148926
	Iteration 27F: 3 clusters Score -3462299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Entering Unmasked Estep 
Score: -1361236.000000 Penalty: 2337.851807
	Iteration 0F: 2 clusters Score -1361236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1352025.500000 Penalty: 4675.703613
	Iteration 0F: 3 clusters Score -1352026 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1355408.875000 Penalty: 4675.703613
	Iteration 1F: 3 clusters Score -1355409 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1356402.750000 Penalty: 4675.703613
	Iteration 2F: 3 clusters Score -1356403 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1357162.625000 Penalty: 4675.703613
	Iteration 3F: 3 clusters Score -1357163 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1357635.625000 Penalty: 4675.703613
	Iteration 4F: 3 clusters Score -1357636 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1357995.375000 Penalty: 4675.703613
	Iteration 5F: 3 clusters Score -1357995 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1358263.000000 Penalty: 4675.703613
	Iteration 6Q: 3 clusters Score -1358263 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1358442.250000 Penalty: 4675.703613
	Iteration 7Q: 3 clusters Score -1358442 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1358588.625000 Penalty: 4675.703613
	Iteration 8Q: 3 clusters Score -1358589 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1358700.125000 Penalty: 4675.703613
	Iteration 9Q: 3 clusters Score -1358700 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1358793.500000 Penalty: 4675.703613
	Iteration 10Q: 3 clusters Score -1358794 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1358870.750000 Penalty: 4675.703613
	Iteration 11Q: 3 clusters Score -1358871 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1358925.750000 Penalty: 4675.703613
	Iteration 12Q: 3 clusters Score -1358926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1358973.375000 Penalty: 4675.703613
	Iteration 13Q: 3 clusters Score -1358973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1359016.875000 Penalty: 4675.703613
	Iteration 14Q: 3 clusters Score -1359017 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1359050.250000 Penalty: 4675.703613
	Iteration 15Q: 3 clusters Score -1359050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1359097.250000 Penalty: 4675.703613
	Iteration 16Q: 3 clusters Score -1359097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1359142.125000 Penalty: 4675.703613
	Iteration 17Q: 3 clusters Score -1359142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1359185.375000 Penalty: 4675.703613
	Iteration 18Q: 3 clusters Score -1359185 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1359225.250000 Penalty: 4675.703613
	Iteration 19Q: 3 clusters Score -1359225 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1359282.250000 Penalty: 4675.703613
	Iteration 20F: 3 clusters Score -1359282 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1359373.000000 Penalty: 4675.703613
	Iteration 21Q: 3 clusters Score -1359373 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1359488.000000 Penalty: 4675.703613
	Iteration 22Q: 3 clusters Score -1359488 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1359655.250000 Penalty: 4675.703613
	Iteration 23Q: 3 clusters Score -1359655 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1359874.625000 Penalty: 4675.703613
	Iteration 24Q: 3 clusters Score -1359875 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1360083.875000 Penalty: 4675.703613
	Iteration 25Q: 3 clusters Score -1360084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1360272.000000 Penalty: 4675.703613
	Iteration 26Q: 3 clusters Score -1360272 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1360421.125000 Penalty: 4675.703613
	Iteration 27Q: 3 clusters Score -1360421 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1360569.250000 Penalty: 4675.703613
	Iteration 28Q: 3 clusters Score -1360569 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1360734.375000 Penalty: 4675.703613
	Iteration 29Q: 3 clusters Score -1360734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1360935.750000 Penalty: 4675.703613
	Iteration 30Q: 3 clusters Score -1360936 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1361175.875000 Penalty: 4675.703613
	Iteration 31Q: 3 clusters Score -1361176 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1361506.250000 Penalty: 4675.703613
	Iteration 32Q: 3 clusters Score -1361506 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1362053.750000 Penalty: 4675.703613
	Iteration 33Q: 3 clusters Score -1362054 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1362977.250000 Penalty: 4675.703613
	Iteration 34Q: 3 clusters Score -1362977 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1363901.000000 Penalty: 4675.703613
	Iteration 35Q: 3 clusters Score -1363901 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1364347.750000 Penalty: 4675.703613
	Iteration 36Q: 3 clusters Score -1364348 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1364555.500000 Penalty: 4675.703613
	Iteration 37Q: 3 clusters Score -1364556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1364633.125000 Penalty: 4675.703613
	Iteration 38Q: 3 clusters Score -1364633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1364652.750000 Penalty: 4675.703613
	Iteration 39Q: 3 clusters Score -1364653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1364662.250000 Penalty: 4675.703613
	Iteration 40F: 3 clusters Score -1364662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1364665.000000 Penalty: 4675.703613
	Iteration 41Q: 3 clusters Score -1364665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1364664.500000 Penalty: 4675.703613
	Iteration 42Q: 3 clusters Score -1364664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1364664.500000 Penalty: 4675.703613
	Iteration 43F: 3 clusters Score -1364664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 3894 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 1904 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6185 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Entering Unmasked Estep 
Score: -212287952.000000 Penalty: 352122.781250
Splitting cluster 34 changes total score from -212285680.000000 to -212287952.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 35 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -1058814.625000 Penalty: 2304.350342
	Iteration 0F: 2 clusters Score -1058815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1050668.875000 Penalty: 4608.700684
	Iteration 0F: 3 clusters Score -1050669 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1053598.375000 Penalty: 4608.700684
	Iteration 1F: 3 clusters Score -1053598 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1054257.000000 Penalty: 4608.700684
	Iteration 2F: 3 clusters Score -1054257 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1054836.625000 Penalty: 4608.700684
	Iteration 3F: 3 clusters Score -1054837 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1055406.125000 Penalty: 4608.700684
	Iteration 4F: 3 clusters Score -1055406 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1055835.000000 Penalty: 4608.700684
	Iteration 5F: 3 clusters Score -1055835 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1056198.500000 Penalty: 4608.700684
	Iteration 6F: 3 clusters Score -1056198 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1056480.125000 Penalty: 4608.700684
	Iteration 7Q: 3 clusters Score -1056480 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1056683.000000 Penalty: 4608.700684
	Iteration 8Q: 3 clusters Score -1056683 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1056844.125000 Penalty: 4608.700684
	Iteration 9Q: 3 clusters Score -1056844 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1056974.125000 Penalty: 4608.700684
	Iteration 10Q: 3 clusters Score -1056974 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1057062.125000 Penalty: 4608.700684
	Iteration 11Q: 3 clusters Score -1057062 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1057125.250000 Penalty: 4608.700684
	Iteration 12Q: 3 clusters Score -1057125 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1057176.000000 Penalty: 4608.700684
	Iteration 13Q: 3 clusters Score -1057176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1057230.250000 Penalty: 4608.700684
	Iteration 14Q: 3 clusters Score -1057230 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1057290.750000 Penalty: 4608.700684
	Iteration 15Q: 3 clusters Score -1057291 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1057343.625000 Penalty: 4608.700684
	Iteration 16Q: 3 clusters Score -1057344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1057386.125000 Penalty: 4608.700684
	Iteration 17Q: 3 clusters Score -1057386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1057427.875000 Penalty: 4608.700684
	Iteration 18Q: 3 clusters Score -1057428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1057458.750000 Penalty: 4608.700684
	Iteration 19Q: 3 clusters Score -1057459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1057500.750000 Penalty: 4608.700684
	Iteration 20F: 3 clusters Score -1057501 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1057543.875000 Penalty: 4608.700684
	Iteration 21Q: 3 clusters Score -1057544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1057582.125000 Penalty: 4608.700684
	Iteration 22Q: 3 clusters Score -1057582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1057624.125000 Penalty: 4608.700684
	Iteration 23Q: 3 clusters Score -1057624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1057656.375000 Penalty: 4608.700684
	Iteration 24Q: 3 clusters Score -1057656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1057679.500000 Penalty: 4608.700684
	Iteration 25Q: 3 clusters Score -1057680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1057702.875000 Penalty: 4608.700684
	Iteration 26Q: 3 clusters Score -1057703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1057725.250000 Penalty: 4608.700684
	Iteration 27Q: 3 clusters Score -1057725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1057750.250000 Penalty: 4608.700684
	Iteration 28Q: 3 clusters Score -1057750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1057769.250000 Penalty: 4608.700684
	Iteration 29Q: 3 clusters Score -1057769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1057780.750000 Penalty: 4608.700684
	Iteration 30Q: 3 clusters Score -1057781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1057790.000000 Penalty: 4608.700684
	Iteration 31Q: 3 clusters Score -1057790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1057798.375000 Penalty: 4608.700684
	Iteration 32Q: 3 clusters Score -1057798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1057803.625000 Penalty: 4608.700684
	Iteration 33Q: 3 clusters Score -1057804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1057811.500000 Penalty: 4608.700684
	Iteration 34Q: 3 clusters Score -1057812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1057819.750000 Penalty: 4608.700684
	Iteration 35Q: 3 clusters Score -1057820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1057830.500000 Penalty: 4608.700684
	Iteration 36Q: 3 clusters Score -1057830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1057832.875000 Penalty: 4608.700684
	Iteration 37Q: 3 clusters Score -1057833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1057841.500000 Penalty: 4608.700684
	Iteration 38Q: 3 clusters Score -1057842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1057849.000000 Penalty: 4608.700684
	Iteration 39Q: 3 clusters Score -1057849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1057852.250000 Penalty: 4608.700684
	Iteration 40F: 3 clusters Score -1057852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1057856.500000 Penalty: 4608.700684
	Iteration 41Q: 3 clusters Score -1057856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1057859.500000 Penalty: 4608.700684
	Iteration 42Q: 3 clusters Score -1057860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1057859.125000 Penalty: 4608.700684
	Iteration 43Q: 3 clusters Score -1057859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1057859.000000 Penalty: 4608.700684
	Iteration 44Q: 3 clusters Score -1057859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1057864.125000 Penalty: 4608.700684
	Iteration 45Q: 3 clusters Score -1057864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1057870.500000 Penalty: 4608.700684
	Iteration 46Q: 3 clusters Score -1057870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1057870.875000 Penalty: 4608.700684
	Iteration 47Q: 3 clusters Score -1057871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1057872.250000 Penalty: 4608.700684
	Iteration 48Q: 3 clusters Score -1057872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1057876.500000 Penalty: 4608.700684
	Iteration 49Q: 3 clusters Score -1057876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1057877.125000 Penalty: 4608.700684
	Iteration 50Q: 3 clusters Score -1057877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1057877.000000 Penalty: 4608.700684
	Iteration 51Q: 3 clusters Score -1057877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1057877.000000 Penalty: 4608.700684
	Iteration 52Q: 3 clusters Score -1057877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1057878.250000 Penalty: 4608.700684
	Iteration 53Q: 3 clusters Score -1057878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1057879.500000 Penalty: 4608.700684
	Iteration 54Q: 3 clusters Score -1057880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1057881.750000 Penalty: 4608.700684
	Iteration 55Q: 3 clusters Score -1057882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1057883.375000 Penalty: 4608.700684
	Iteration 56Q: 3 clusters Score -1057883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1057888.125000 Penalty: 4608.700684
	Iteration 57Q: 3 clusters Score -1057888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1057889.500000 Penalty: 4608.700684
	Iteration 58Q: 3 clusters Score -1057890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1057892.250000 Penalty: 4608.700684
	Iteration 59Q: 3 clusters Score -1057892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1057892.875000 Penalty: 4608.700684
	Iteration 60F: 3 clusters Score -1057893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1057894.625000 Penalty: 4608.700684
	Iteration 61Q: 3 clusters Score -1057895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1057897.750000 Penalty: 4608.700684
	Iteration 62Q: 3 clusters Score -1057898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1057899.250000 Penalty: 4608.700684
	Iteration 63Q: 3 clusters Score -1057899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1057901.125000 Penalty: 4608.700684
	Iteration 64Q: 3 clusters Score -1057901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1057902.250000 Penalty: 4608.700684
	Iteration 65Q: 3 clusters Score -1057902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1057904.500000 Penalty: 4608.700684
	Iteration 66Q: 3 clusters Score -1057904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1057904.125000 Penalty: 4608.700684
	Iteration 67Q: 3 clusters Score -1057904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1057906.750000 Penalty: 4608.700684
	Iteration 68Q: 3 clusters Score -1057907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1057909.875000 Penalty: 4608.700684
	Iteration 69Q: 3 clusters Score -1057910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1057910.000000 Penalty: 4608.700684
	Iteration 70Q: 3 clusters Score -1057910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1057908.125000 Penalty: 4608.700684
	Iteration 71Q: 3 clusters Score -1057908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1057908.000000 Penalty: 4608.700684
	Iteration 72Q: 3 clusters Score -1057908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1057907.875000 Penalty: 4608.700684
	Iteration 73Q: 3 clusters Score -1057908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1057911.125000 Penalty: 4608.700684
	Iteration 74Q: 3 clusters Score -1057911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1057911.250000 Penalty: 4608.700684
	Iteration 75Q: 3 clusters Score -1057911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1057913.000000 Penalty: 4608.700684
	Iteration 76Q: 3 clusters Score -1057913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1057912.500000 Penalty: 4608.700684
	Iteration 77Q: 3 clusters Score -1057912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1057911.000000 Penalty: 4608.700684
	Iteration 78Q: 3 clusters Score -1057911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1057912.375000 Penalty: 4608.700684
	Iteration 79Q: 3 clusters Score -1057912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1057913.125000 Penalty: 4608.700684
	Iteration 80F: 3 clusters Score -1057913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Entering Unmasked Estep 
Score: -3217061.750000 Penalty: 2566.012939
	Iteration 0F: 2 clusters Score -3217062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3195789.750000 Penalty: 5132.025879
	Iteration 0F: 3 clusters Score -3195790 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3203894.250000 Penalty: 5132.025879
	Iteration 1F: 3 clusters Score -3203894 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3204850.500000 Penalty: 5132.025879
	Iteration 2F: 3 clusters Score -3204850 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3205959.750000 Penalty: 5132.025879
	Iteration 3F: 3 clusters Score -3205960 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3207135.750000 Penalty: 5132.025879
	Iteration 4F: 3 clusters Score -3207136 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3208354.750000 Penalty: 5132.025879
	Iteration 5F: 3 clusters Score -3208355 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3209584.500000 Penalty: 5132.025879
	Iteration 6F: 3 clusters Score -3209584 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3210759.500000 Penalty: 5132.025879
	Iteration 7F: 3 clusters Score -3210760 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3211748.500000 Penalty: 5132.025879
	Iteration 8Q: 3 clusters Score -3211748 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3212575.250000 Penalty: 5132.025879
	Iteration 9Q: 3 clusters Score -3212575 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3213247.250000 Penalty: 5132.025879
	Iteration 10Q: 3 clusters Score -3213247 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3213801.000000 Penalty: 5132.025879
	Iteration 11Q: 3 clusters Score -3213801 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3214175.750000 Penalty: 5132.025879
	Iteration 12Q: 3 clusters Score -3214176 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3214416.500000 Penalty: 5132.025879
	Iteration 13Q: 3 clusters Score -3214416 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3214577.000000 Penalty: 5132.025879
	Iteration 14Q: 3 clusters Score -3214577 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3214700.500000 Penalty: 5132.025879
	Iteration 15Q: 3 clusters Score -3214700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3214792.250000 Penalty: 5132.025879
	Iteration 16Q: 3 clusters Score -3214792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3214861.750000 Penalty: 5132.025879
	Iteration 17Q: 3 clusters Score -3214862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3214924.750000 Penalty: 5132.025879
	Iteration 18Q: 3 clusters Score -3214925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3214978.000000 Penalty: 5132.025879
	Iteration 19Q: 3 clusters Score -3214978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3215006.000000 Penalty: 5132.025879
	Iteration 20F: 3 clusters Score -3215006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3215020.750000 Penalty: 5132.025879
	Iteration 21Q: 3 clusters Score -3215021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3215042.000000 Penalty: 5132.025879
	Iteration 22Q: 3 clusters Score -3215042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3215062.500000 Penalty: 5132.025879
	Iteration 23Q: 3 clusters Score -3215062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3215070.500000 Penalty: 5132.025879
	Iteration 24Q: 3 clusters Score -3215070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3215086.000000 Penalty: 5132.025879
	Iteration 25Q: 3 clusters Score -3215086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3215107.000000 Penalty: 5132.025879
	Iteration 26Q: 3 clusters Score -3215107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3215117.500000 Penalty: 5132.025879
	Iteration 27Q: 3 clusters Score -3215118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3215129.000000 Penalty: 5132.025879
	Iteration 28Q: 3 clusters Score -3215129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3215139.000000 Penalty: 5132.025879
	Iteration 29Q: 3 clusters Score -3215139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3215144.500000 Penalty: 5132.025879
	Iteration 30Q: 3 clusters Score -3215144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3215147.000000 Penalty: 5132.025879
	Iteration 31Q: 3 clusters Score -3215147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3215151.500000 Penalty: 5132.025879
	Iteration 32Q: 3 clusters Score -3215152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3215161.500000 Penalty: 5132.025879
	Iteration 33Q: 3 clusters Score -3215162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3215168.250000 Penalty: 5132.025879
	Iteration 34Q: 3 clusters Score -3215168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3215184.750000 Penalty: 5132.025879
	Iteration 35Q: 3 clusters Score -3215185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3215196.000000 Penalty: 5132.025879
	Iteration 36Q: 3 clusters Score -3215196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3215216.750000 Penalty: 5132.025879
	Iteration 37Q: 3 clusters Score -3215217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3215230.750000 Penalty: 5132.025879
	Iteration 38Q: 3 clusters Score -3215231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3215258.000000 Penalty: 5132.025879
	Iteration 39Q: 3 clusters Score -3215258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3215276.250000 Penalty: 5132.025879
	Iteration 40F: 3 clusters Score -3215276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3215279.750000 Penalty: 5132.025879
	Iteration 41Q: 3 clusters Score -3215280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3215279.750000 Penalty: 5132.025879
	Iteration 42Q: 3 clusters Score -3215280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3215281.250000 Penalty: 5132.025879
	Iteration 43Q: 3 clusters Score -3215281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3215286.000000 Penalty: 5132.025879
	Iteration 44Q: 3 clusters Score -3215286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3215292.000000 Penalty: 5132.025879
	Iteration 45Q: 3 clusters Score -3215292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3215295.000000 Penalty: 5132.025879
	Iteration 46Q: 3 clusters Score -3215295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3215292.500000 Penalty: 5132.025879
	Iteration 47Q: 3 clusters Score -3215292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3215295.000000 Penalty: 5132.025879
	Iteration 48Q: 3 clusters Score -3215295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3215293.250000 Penalty: 5132.025879
	Iteration 49Q: 3 clusters Score -3215293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3215293.500000 Penalty: 5132.025879
	Iteration 50Q: 3 clusters Score -3215294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3215293.500000 Penalty: 5132.025879
	Iteration 51F: 3 clusters Score -3215294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Entering Unmasked Estep 
Score: -3360463.500000 Penalty: 2549.449707
	Iteration 0F: 2 clusters Score -3360464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3340553.500000 Penalty: 5098.899414
	Iteration 0F: 3 clusters Score -3340554 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3347904.250000 Penalty: 5098.899414
	Iteration 1F: 3 clusters Score -3347904 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3348562.750000 Penalty: 5098.899414
	Iteration 2F: 3 clusters Score -3348563 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3349297.750000 Penalty: 5098.899414
	Iteration 3F: 3 clusters Score -3349298 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3350275.250000 Penalty: 5098.899414
	Iteration 4F: 3 clusters Score -3350275 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3351580.000000 Penalty: 5098.899414
	Iteration 5F: 3 clusters Score -3351580 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3353181.250000 Penalty: 5098.899414
	Iteration 6F: 3 clusters Score -3353181 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3354795.500000 Penalty: 5098.899414
	Iteration 7F: 3 clusters Score -3354796 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3356133.250000 Penalty: 5098.899414
	Iteration 8F: 3 clusters Score -3356133 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3357052.750000 Penalty: 5098.899414
	Iteration 9Q: 3 clusters Score -3357053 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3357578.000000 Penalty: 5098.899414
	Iteration 10Q: 3 clusters Score -3357578 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3357835.750000 Penalty: 5098.899414
	Iteration 11Q: 3 clusters Score -3357836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3357977.250000 Penalty: 5098.899414
	Iteration 12Q: 3 clusters Score -3357977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3358053.250000 Penalty: 5098.899414
	Iteration 13Q: 3 clusters Score -3358053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3358110.500000 Penalty: 5098.899414
	Iteration 14Q: 3 clusters Score -3358110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3358144.250000 Penalty: 5098.899414
	Iteration 15Q: 3 clusters Score -3358144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3358179.750000 Penalty: 5098.899414
	Iteration 16Q: 3 clusters Score -3358180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3358191.750000 Penalty: 5098.899414
	Iteration 17Q: 3 clusters Score -3358192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3358197.250000 Penalty: 5098.899414
	Iteration 18Q: 3 clusters Score -3358197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3358208.250000 Penalty: 5098.899414
	Iteration 19Q: 3 clusters Score -3358208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3358214.250000 Penalty: 5098.899414
	Iteration 20F: 3 clusters Score -3358214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3358219.750000 Penalty: 5098.899414
	Iteration 21Q: 3 clusters Score -3358220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3358218.000000 Penalty: 5098.899414
	Iteration 22Q: 3 clusters Score -3358218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3358219.500000 Penalty: 5098.899414
	Iteration 23Q: 3 clusters Score -3358220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3358219.500000 Penalty: 5098.899414
	Iteration 24F: 3 clusters Score -3358220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Entering Unmasked Estep 
Score: -1933965.625000 Penalty: 2415.789307
	Iteration 0F: 2 clusters Score -1933966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1921846.250000 Penalty: 4831.578613
	Iteration 0F: 3 clusters Score -1921846 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1926318.250000 Penalty: 4831.578613
	Iteration 1F: 3 clusters Score -1926318 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1927184.375000 Penalty: 4831.578613
	Iteration 2F: 3 clusters Score -1927184 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1928106.375000 Penalty: 4831.578613
	Iteration 3F: 3 clusters Score -1928106 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1928998.500000 Penalty: 4831.578613
	Iteration 4F: 3 clusters Score -1928998 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1929806.375000 Penalty: 4831.578613
	Iteration 5F: 3 clusters Score -1929806 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1930571.250000 Penalty: 4831.578613
	Iteration 6F: 3 clusters Score -1930571 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1931298.125000 Penalty: 4831.578613
	Iteration 7F: 3 clusters Score -1931298 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1931911.375000 Penalty: 4831.578613
	Iteration 8Q: 3 clusters Score -1931911 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1932411.375000 Penalty: 4831.578613
	Iteration 9Q: 3 clusters Score -1932411 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1932763.000000 Penalty: 4831.578613
	Iteration 10Q: 3 clusters Score -1932763 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1933004.875000 Penalty: 4831.578613
	Iteration 11Q: 3 clusters Score -1933005 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1933200.125000 Penalty: 4831.578613
	Iteration 12Q: 3 clusters Score -1933200 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1933337.125000 Penalty: 4831.578613
	Iteration 13Q: 3 clusters Score -1933337 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1933429.875000 Penalty: 4831.578613
	Iteration 14Q: 3 clusters Score -1933430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1933498.000000 Penalty: 4831.578613
	Iteration 15Q: 3 clusters Score -1933498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1933552.500000 Penalty: 4831.578613
	Iteration 16Q: 3 clusters Score -1933552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1933589.125000 Penalty: 4831.578613
	Iteration 17Q: 3 clusters Score -1933589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1933608.875000 Penalty: 4831.578613
	Iteration 18Q: 3 clusters Score -1933609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1933624.000000 Penalty: 4831.578613
	Iteration 19Q: 3 clusters Score -1933624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1933627.125000 Penalty: 4831.578613
	Iteration 20F: 3 clusters Score -1933627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1933646.250000 Penalty: 4831.578613
	Iteration 21Q: 3 clusters Score -1933646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1933645.250000 Penalty: 4831.578613
	Iteration 22Q: 3 clusters Score -1933645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1933649.875000 Penalty: 4831.578613
	Iteration 23Q: 3 clusters Score -1933650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1933656.875000 Penalty: 4831.578613
	Iteration 24Q: 3 clusters Score -1933657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1933657.750000 Penalty: 4831.578613
	Iteration 25Q: 3 clusters Score -1933658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1933656.750000 Penalty: 4831.578613
	Iteration 26Q: 3 clusters Score -1933657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1933656.625000 Penalty: 4831.578613
	Iteration 27Q: 3 clusters Score -1933657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1933656.750000 Penalty: 4831.578613
	Iteration 28Q: 3 clusters Score -1933657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1933658.125000 Penalty: 4831.578613
	Iteration 29Q: 3 clusters Score -1933658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1933660.500000 Penalty: 4831.578613
	Iteration 30Q: 3 clusters Score -1933660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1933659.250000 Penalty: 4831.578613
	Iteration 31Q: 3 clusters Score -1933659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1933657.875000 Penalty: 4831.578613
	Iteration 32Q: 3 clusters Score -1933658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1933657.875000 Penalty: 4831.578613
	Iteration 33F: 3 clusters Score -1933658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -136965.312500 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -136965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134800.468750 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -134800.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135247.359375 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -135247.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -135469.453125 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -135469.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135606.625000 Penalty: 3582.392822
	Iteration 3F: 3 clusters Score -135606.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135686.406250 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -135686.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135731.281250 Penalty: 3582.392822
	Iteration 5Q: 3 clusters Score -135731.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135775.062500 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -135775.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -135817.578125 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -135817.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135845.046875 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -135845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135859.734375 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -135859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -135867.046875 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -135867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -135874.281250 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -135874.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -135885.421875 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -135885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -135893.703125 Penalty: 3582.392822
	Iteration 13Q: 3 clusters Score -135893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -135896.671875 Penalty: 3582.392822
	Iteration 14Q: 3 clusters Score -135896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -135901.593750 Penalty: 3582.392822
	Iteration 15Q: 3 clusters Score -135901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -135909.062500 Penalty: 3582.392822
	Iteration 16Q: 3 clusters Score -135909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -135918.515625 Penalty: 3582.392822
	Iteration 17Q: 3 clusters Score -135918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135927.859375 Penalty: 3582.392822
	Iteration 18Q: 3 clusters Score -135927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135931.953125 Penalty: 3582.392822
	Iteration 19Q: 3 clusters Score -135932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135933.031250 Penalty: 3582.392822
	Iteration 20F: 3 clusters Score -135933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135934.203125 Penalty: 3582.392822
	Iteration 21Q: 3 clusters Score -135934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135935.796875 Penalty: 3582.392822
	Iteration 22Q: 3 clusters Score -135935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135935.796875 Penalty: 3582.392822
	Iteration 23F: 3 clusters Score -135935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1151113.625000 Penalty: 2293.007324
	Iteration 0F: 2 clusters Score -1151114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1143306.000000 Penalty: 4586.014648
	Iteration 0F: 3 clusters Score -1143306 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1145859.375000 Penalty: 4586.014648
	Iteration 1F: 3 clusters Score -1145859 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1146645.500000 Penalty: 4586.014648
	Iteration 2F: 3 clusters Score -1146646 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1147417.375000 Penalty: 4586.014648
	Iteration 3F: 3 clusters Score -1147417 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1148029.750000 Penalty: 4586.014648
	Iteration 4F: 3 clusters Score -1148030 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1148426.375000 Penalty: 4586.014648
	Iteration 5F: 3 clusters Score -1148426 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1148727.375000 Penalty: 4586.014648
	Iteration 6Q: 3 clusters Score -1148727 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1148908.250000 Penalty: 4586.014648
	Iteration 7Q: 3 clusters Score -1148908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1149008.375000 Penalty: 4586.014648
	Iteration 8Q: 3 clusters Score -1149008 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1149064.750000 Penalty: 4586.014648
	Iteration 9Q: 3 clusters Score -1149065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1149109.125000 Penalty: 4586.014648
	Iteration 10Q: 3 clusters Score -1149109 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1149138.625000 Penalty: 4586.014648
	Iteration 11Q: 3 clusters Score -1149139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1149166.625000 Penalty: 4586.014648
	Iteration 12Q: 3 clusters Score -1149167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1149182.625000 Penalty: 4586.014648
	Iteration 13Q: 3 clusters Score -1149183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1149198.500000 Penalty: 4586.014648
	Iteration 14Q: 3 clusters Score -1149198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1149218.250000 Penalty: 4586.014648
	Iteration 15Q: 3 clusters Score -1149218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1149229.500000 Penalty: 4586.014648
	Iteration 16Q: 3 clusters Score -1149230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1149238.000000 Penalty: 4586.014648
	Iteration 17Q: 3 clusters Score -1149238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1149244.125000 Penalty: 4586.014648
	Iteration 18Q: 3 clusters Score -1149244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1149248.625000 Penalty: 4586.014648
	Iteration 19Q: 3 clusters Score -1149249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1149251.250000 Penalty: 4586.014648
	Iteration 20F: 3 clusters Score -1149251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1149250.625000 Penalty: 4586.014648
	Iteration 21Q: 3 clusters Score -1149251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1149251.375000 Penalty: 4586.014648
	Iteration 22Q: 3 clusters Score -1149251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1149253.625000 Penalty: 4586.014648
	Iteration 23Q: 3 clusters Score -1149254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1149256.375000 Penalty: 4586.014648
	Iteration 24Q: 3 clusters Score -1149256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1149254.625000 Penalty: 4586.014648
	Iteration 25Q: 3 clusters Score -1149255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1149254.375000 Penalty: 4586.014648
	Iteration 26Q: 3 clusters Score -1149254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1149255.250000 Penalty: 4586.014648
	Iteration 27Q: 3 clusters Score -1149255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1149254.000000 Penalty: 4586.014648
	Iteration 28Q: 3 clusters Score -1149254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1149254.000000 Penalty: 4586.014648
	Iteration 29F: 3 clusters Score -1149254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Entering Unmasked Estep 
Score: -793909.687500 Penalty: 2191.348633
	Iteration 0F: 2 clusters Score -793909.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -788255.000000 Penalty: 4382.697266
	Iteration 0F: 3 clusters Score -788255 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -789682.312500 Penalty: 4382.697266
	Iteration 1F: 3 clusters Score -789682.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -789919.312500 Penalty: 4382.697266
	Iteration 2F: 3 clusters Score -789919.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -790066.437500 Penalty: 4382.697266
	Iteration 3Q: 3 clusters Score -790066.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -790157.562500 Penalty: 4382.697266
	Iteration 4Q: 3 clusters Score -790157.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -790223.562500 Penalty: 4382.697266
	Iteration 5Q: 3 clusters Score -790223.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -790291.562500 Penalty: 4382.697266
	Iteration 6Q: 3 clusters Score -790291.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -790345.562500 Penalty: 4382.697266
	Iteration 7Q: 3 clusters Score -790345.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -790398.187500 Penalty: 4382.697266
	Iteration 8Q: 3 clusters Score -790398.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -790447.875000 Penalty: 4382.697266
	Iteration 9Q: 3 clusters Score -790447.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -790502.125000 Penalty: 4382.697266
	Iteration 10Q: 3 clusters Score -790502.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -790554.875000 Penalty: 4382.697266
	Iteration 11Q: 3 clusters Score -790554.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -790605.437500 Penalty: 4382.697266
	Iteration 12Q: 3 clusters Score -790605.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -790642.562500 Penalty: 4382.697266
	Iteration 13Q: 3 clusters Score -790642.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -790680.000000 Penalty: 4382.697266
	Iteration 14Q: 3 clusters Score -790680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -790723.437500 Penalty: 4382.697266
	Iteration 15Q: 3 clusters Score -790723.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -790780.812500 Penalty: 4382.697266
	Iteration 16Q: 3 clusters Score -790780.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -790833.937500 Penalty: 4382.697266
	Iteration 17Q: 3 clusters Score -790833.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -790897.000000 Penalty: 4382.697266
	Iteration 18Q: 3 clusters Score -790897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -790956.062500 Penalty: 4382.697266
	Iteration 19Q: 3 clusters Score -790956.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -791014.062500 Penalty: 4382.697266
	Iteration 20F: 3 clusters Score -791014.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -791085.000000 Penalty: 4382.697266
	Iteration 21Q: 3 clusters Score -791085 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -791155.687500 Penalty: 4382.697266
	Iteration 22Q: 3 clusters Score -791155.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -791222.750000 Penalty: 4382.697266
	Iteration 23Q: 3 clusters Score -791222.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -791289.562500 Penalty: 4382.697266
	Iteration 24Q: 3 clusters Score -791289.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -791357.500000 Penalty: 4382.697266
	Iteration 25Q: 3 clusters Score -791357.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -791426.750000 Penalty: 4382.697266
	Iteration 26Q: 3 clusters Score -791426.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -791488.812500 Penalty: 4382.697266
	Iteration 27Q: 3 clusters Score -791488.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -791548.562500 Penalty: 4382.697266
	Iteration 28Q: 3 clusters Score -791548.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -791592.000000 Penalty: 4382.697266
	Iteration 29Q: 3 clusters Score -791592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -791627.437500 Penalty: 4382.697266
	Iteration 30Q: 3 clusters Score -791627.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -791655.562500 Penalty: 4382.697266
	Iteration 31Q: 3 clusters Score -791655.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -791691.312500 Penalty: 4382.697266
	Iteration 32Q: 3 clusters Score -791691.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -791722.812500 Penalty: 4382.697266
	Iteration 33Q: 3 clusters Score -791722.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -791753.937500 Penalty: 4382.697266
	Iteration 34Q: 3 clusters Score -791753.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -791768.062500 Penalty: 4382.697266
	Iteration 35Q: 3 clusters Score -791768.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -791782.062500 Penalty: 4382.697266
	Iteration 36Q: 3 clusters Score -791782.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -791794.562500 Penalty: 4382.697266
	Iteration 37Q: 3 clusters Score -791794.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -791813.750000 Penalty: 4382.697266
	Iteration 38Q: 3 clusters Score -791813.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -791830.875000 Penalty: 4382.697266
	Iteration 39Q: 3 clusters Score -791830.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -791848.062500 Penalty: 4382.697266
	Iteration 40F: 3 clusters Score -791848.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -791859.625000 Penalty: 4382.697266
	Iteration 41Q: 3 clusters Score -791859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -791862.625000 Penalty: 4382.697266
	Iteration 42Q: 3 clusters Score -791862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -791866.000000 Penalty: 4382.697266
	Iteration 43Q: 3 clusters Score -791866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -791872.312500 Penalty: 4382.697266
	Iteration 44Q: 3 clusters Score -791872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -791876.625000 Penalty: 4382.697266
	Iteration 45Q: 3 clusters Score -791876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -791884.312500 Penalty: 4382.697266
	Iteration 46Q: 3 clusters Score -791884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -791892.625000 Penalty: 4382.697266
	Iteration 47Q: 3 clusters Score -791892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -791893.562500 Penalty: 4382.697266
	Iteration 48Q: 3 clusters Score -791893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -791893.125000 Penalty: 4382.697266
	Iteration 49Q: 3 clusters Score -791893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -791895.375000 Penalty: 4382.697266
	Iteration 50Q: 3 clusters Score -791895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -791896.812500 Penalty: 4382.697266
	Iteration 51Q: 3 clusters Score -791896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -791899.875000 Penalty: 4382.697266
	Iteration 52Q: 3 clusters Score -791899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -791900.125000 Penalty: 4382.697266
	Iteration 53Q: 3 clusters Score -791900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -791901.500000 Penalty: 4382.697266
	Iteration 54Q: 3 clusters Score -791901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -791905.125000 Penalty: 4382.697266
	Iteration 55Q: 3 clusters Score -791905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -791907.812500 Penalty: 4382.697266
	Iteration 56Q: 3 clusters Score -791907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -791911.937500 Penalty: 4382.697266
	Iteration 57Q: 3 clusters Score -791911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -791920.750000 Penalty: 4382.697266
	Iteration 58Q: 3 clusters Score -791920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -791923.187500 Penalty: 4382.697266
	Iteration 59Q: 3 clusters Score -791923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -791922.937500 Penalty: 4382.697266
	Iteration 60F: 3 clusters Score -791922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -657776.312500 Penalty: 2172.903076
	Iteration 0F: 2 clusters Score -657776.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -652473.937500 Penalty: 4345.806152
	Iteration 0F: 3 clusters Score -652473.9 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -654042.375000 Penalty: 4345.806152
	Iteration 1F: 3 clusters Score -654042.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -654523.437500 Penalty: 4345.806152
	Iteration 2F: 3 clusters Score -654523.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -654869.312500 Penalty: 4345.806152
	Iteration 3F: 3 clusters Score -654869.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -655121.250000 Penalty: 4345.806152
	Iteration 4F: 3 clusters Score -655121.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -655354.500000 Penalty: 4345.806152
	Iteration 5Q: 3 clusters Score -655354.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -655551.062500 Penalty: 4345.806152
	Iteration 6Q: 3 clusters Score -655551.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -655687.937500 Penalty: 4345.806152
	Iteration 7Q: 3 clusters Score -655687.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -655806.187500 Penalty: 4345.806152
	Iteration 8Q: 3 clusters Score -655806.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -655887.750000 Penalty: 4345.806152
	Iteration 9Q: 3 clusters Score -655887.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -655949.312500 Penalty: 4345.806152
	Iteration 10Q: 3 clusters Score -655949.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -655990.375000 Penalty: 4345.806152
	Iteration 11Q: 3 clusters Score -655990.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -656027.500000 Penalty: 4345.806152
	Iteration 12Q: 3 clusters Score -656027.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -656056.000000 Penalty: 4345.806152
	Iteration 13Q: 3 clusters Score -656056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -656072.937500 Penalty: 4345.806152
	Iteration 14Q: 3 clusters Score -656072.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -656084.812500 Penalty: 4345.806152
	Iteration 15Q: 3 clusters Score -656084.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -656091.625000 Penalty: 4345.806152
	Iteration 16Q: 3 clusters Score -656091.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -656095.500000 Penalty: 4345.806152
	Iteration 17Q: 3 clusters Score -656095.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -656100.625000 Penalty: 4345.806152
	Iteration 18Q: 3 clusters Score -656100.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -656103.375000 Penalty: 4345.806152
	Iteration 19Q: 3 clusters Score -656103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -656106.125000 Penalty: 4345.806152
	Iteration 20F: 3 clusters Score -656106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -656106.062500 Penalty: 4345.806152
	Iteration 21Q: 3 clusters Score -656106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -656108.062500 Penalty: 4345.806152
	Iteration 22Q: 3 clusters Score -656108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -656110.250000 Penalty: 4345.806152
	Iteration 23Q: 3 clusters Score -656110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -656112.437500 Penalty: 4345.806152
	Iteration 24Q: 3 clusters Score -656112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -656115.000000 Penalty: 4345.806152
	Iteration 25Q: 3 clusters Score -656115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -656117.125000 Penalty: 4345.806152
	Iteration 26Q: 3 clusters Score -656117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -656119.375000 Penalty: 4345.806152
	Iteration 27Q: 3 clusters Score -656119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -656120.187500 Penalty: 4345.806152
	Iteration 28Q: 3 clusters Score -656120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -656123.000000 Penalty: 4345.806152
	Iteration 29Q: 3 clusters Score -656123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -656124.687500 Penalty: 4345.806152
	Iteration 30Q: 3 clusters Score -656124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -656125.687500 Penalty: 4345.806152
	Iteration 31Q: 3 clusters Score -656125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -656129.125000 Penalty: 4345.806152
	Iteration 32Q: 3 clusters Score -656129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -656128.062500 Penalty: 4345.806152
	Iteration 33Q: 3 clusters Score -656128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -656130.125000 Penalty: 4345.806152
	Iteration 34Q: 3 clusters Score -656130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -656128.750000 Penalty: 4345.806152
	Iteration 35Q: 3 clusters Score -656128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -656130.750000 Penalty: 4345.806152
	Iteration 36Q: 3 clusters Score -656130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -656131.187500 Penalty: 4345.806152
	Iteration 37Q: 3 clusters Score -656131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -656133.500000 Penalty: 4345.806152
	Iteration 38Q: 3 clusters Score -656133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -656133.500000 Penalty: 4345.806152
	Iteration 39F: 3 clusters Score -656133.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (54793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Entering Unmasked Estep 
Score: -6297292.000000 Penalty: 2706.006836
	Iteration 0F: 2 clusters Score -6297292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -6260439.500000 Penalty: 5412.013672
	Iteration 0F: 3 clusters Score -6260440 nChanged 25309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6274529.500000 Penalty: 5412.013672
	Iteration 1F: 3 clusters Score -6274530 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -6275301.000000 Penalty: 5412.013672
	Iteration 2Q: 3 clusters Score -6275301 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -6276205.500000 Penalty: 5412.013672
	Iteration 3Q: 3 clusters Score -6276206 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6277550.500000 Penalty: 5412.013672
	Iteration 4Q: 3 clusters Score -6277550 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -6279700.500000 Penalty: 5412.013672
	Iteration 5F: 3 clusters Score -6279700 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -6282645.500000 Penalty: 5412.013672
	Iteration 6F: 3 clusters Score -6282646 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -6286048.500000 Penalty: 5412.013672
	Iteration 7F: 3 clusters Score -6286048 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6289328.000000 Penalty: 5412.013672
	Iteration 8F: 3 clusters Score -6289328 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6291869.000000 Penalty: 5412.013672
	Iteration 9Q: 3 clusters Score -6291869 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6293477.500000 Penalty: 5412.013672
	Iteration 10Q: 3 clusters Score -6293478 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6294297.500000 Penalty: 5412.013672
	Iteration 11Q: 3 clusters Score -6294298 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6294713.500000 Penalty: 5412.013672
	Iteration 12Q: 3 clusters Score -6294714 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6294984.000000 Penalty: 5412.013672
	Iteration 13Q: 3 clusters Score -6294984 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6295179.000000 Penalty: 5412.013672
	Iteration 14Q: 3 clusters Score -6295179 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6295319.000000 Penalty: 5412.013672
	Iteration 15Q: 3 clusters Score -6295319 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6295423.000000 Penalty: 5412.013672
	Iteration 16Q: 3 clusters Score -6295423 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6295480.000000 Penalty: 5412.013672
	Iteration 17Q: 3 clusters Score -6295480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6295508.500000 Penalty: 5412.013672
	Iteration 18Q: 3 clusters Score -6295508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6295525.000000 Penalty: 5412.013672
	Iteration 19Q: 3 clusters Score -6295525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6295560.500000 Penalty: 5412.013672
	Iteration 20F: 3 clusters Score -6295560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6295565.000000 Penalty: 5412.013672
	Iteration 21Q: 3 clusters Score -6295565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6295589.000000 Penalty: 5412.013672
	Iteration 22Q: 3 clusters Score -6295589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6295606.000000 Penalty: 5412.013672
	Iteration 23Q: 3 clusters Score -6295606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6295618.500000 Penalty: 5412.013672
	Iteration 24Q: 3 clusters Score -6295618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6295629.000000 Penalty: 5412.013672
	Iteration 25Q: 3 clusters Score -6295629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6295646.000000 Penalty: 5412.013672
	Iteration 26Q: 3 clusters Score -6295646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6295654.000000 Penalty: 5412.013672
	Iteration 27Q: 3 clusters Score -6295654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6295669.500000 Penalty: 5412.013672
	Iteration 28Q: 3 clusters Score -6295670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6295668.000000 Penalty: 5412.013672
	Iteration 29Q: 3 clusters Score -6295668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6295682.000000 Penalty: 5412.013672
	Iteration 30Q: 3 clusters Score -6295682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6295676.000000 Penalty: 5412.013672
	Iteration 31Q: 3 clusters Score -6295676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6295681.000000 Penalty: 5412.013672
	Iteration 32Q: 3 clusters Score -6295681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6295683.500000 Penalty: 5412.013672
	Iteration 33Q: 3 clusters Score -6295684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6295680.000000 Penalty: 5412.013672
	Iteration 34Q: 3 clusters Score -6295680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6295680.000000 Penalty: 5412.013672
	Iteration 35F: 3 clusters Score -6295680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Entering Unmasked Estep 
Score: -4431771.500000 Penalty: 2617.589355
	Iteration 0F: 2 clusters Score -4431772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4405703.000000 Penalty: 5235.178711
	Iteration 0F: 3 clusters Score -4405703 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4415718.500000 Penalty: 5235.178711
	Iteration 1F: 3 clusters Score -4415718 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4416758.000000 Penalty: 5235.178711
	Iteration 2F: 3 clusters Score -4416758 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4418041.000000 Penalty: 5235.178711
	Iteration 3F: 3 clusters Score -4418041 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4419556.500000 Penalty: 5235.178711
	Iteration 4F: 3 clusters Score -4419556 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -4421120.500000 Penalty: 5235.178711
	Iteration 5F: 3 clusters Score -4421120 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4422539.500000 Penalty: 5235.178711
	Iteration 6F: 3 clusters Score -4422540 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4423964.500000 Penalty: 5235.178711
	Iteration 7F: 3 clusters Score -4423964 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4425304.500000 Penalty: 5235.178711
	Iteration 8F: 3 clusters Score -4425304 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4426401.500000 Penalty: 5235.178711
	Iteration 9Q: 3 clusters Score -4426402 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4427339.000000 Penalty: 5235.178711
	Iteration 10Q: 3 clusters Score -4427339 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4428038.000000 Penalty: 5235.178711
	Iteration 11Q: 3 clusters Score -4428038 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4428605.500000 Penalty: 5235.178711
	Iteration 12Q: 3 clusters Score -4428606 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -4428976.500000 Penalty: 5235.178711
	Iteration 13Q: 3 clusters Score -4428976 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4429272.000000 Penalty: 5235.178711
	Iteration 14Q: 3 clusters Score -4429272 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4429503.500000 Penalty: 5235.178711
	Iteration 15Q: 3 clusters Score -4429504 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4429670.000000 Penalty: 5235.178711
	Iteration 16Q: 3 clusters Score -4429670 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -4429751.000000 Penalty: 5235.178711
	Iteration 17Q: 3 clusters Score -4429751 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4429834.000000 Penalty: 5235.178711
	Iteration 18Q: 3 clusters Score -4429834 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4429915.500000 Penalty: 5235.178711
	Iteration 19Q: 3 clusters Score -4429916 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4429989.500000 Penalty: 5235.178711
	Iteration 20F: 3 clusters Score -4429990 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4430046.500000 Penalty: 5235.178711
	Iteration 21Q: 3 clusters Score -4430046 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4430091.000000 Penalty: 5235.178711
	Iteration 22Q: 3 clusters Score -4430091 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4430146.000000 Penalty: 5235.178711
	Iteration 23Q: 3 clusters Score -4430146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4430207.000000 Penalty: 5235.178711
	Iteration 24Q: 3 clusters Score -4430207 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4430253.000000 Penalty: 5235.178711
	Iteration 25Q: 3 clusters Score -4430253 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4430292.500000 Penalty: 5235.178711
	Iteration 26Q: 3 clusters Score -4430292 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4430339.000000 Penalty: 5235.178711
	Iteration 27Q: 3 clusters Score -4430339 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4430358.500000 Penalty: 5235.178711
	Iteration 28Q: 3 clusters Score -4430358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4430386.000000 Penalty: 5235.178711
	Iteration 29Q: 3 clusters Score -4430386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4430417.500000 Penalty: 5235.178711
	Iteration 30Q: 3 clusters Score -4430418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4430434.000000 Penalty: 5235.178711
	Iteration 31Q: 3 clusters Score -4430434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4430449.000000 Penalty: 5235.178711
	Iteration 32Q: 3 clusters Score -4430449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4430464.000000 Penalty: 5235.178711
	Iteration 33Q: 3 clusters Score -4430464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4430482.000000 Penalty: 5235.178711
	Iteration 34Q: 3 clusters Score -4430482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4430489.000000 Penalty: 5235.178711
	Iteration 35Q: 3 clusters Score -4430489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4430503.000000 Penalty: 5235.178711
	Iteration 36Q: 3 clusters Score -4430503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4430514.500000 Penalty: 5235.178711
	Iteration 37Q: 3 clusters Score -4430514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4430513.500000 Penalty: 5235.178711
	Iteration 38Q: 3 clusters Score -4430514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4430522.500000 Penalty: 5235.178711
	Iteration 39Q: 3 clusters Score -4430522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4430533.500000 Penalty: 5235.178711
	Iteration 40F: 3 clusters Score -4430534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4430538.000000 Penalty: 5235.178711
	Iteration 41Q: 3 clusters Score -4430538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4430529.000000 Penalty: 5235.178711
	Iteration 42Q: 3 clusters Score -4430529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4430531.500000 Penalty: 5235.178711
	Iteration 43Q: 3 clusters Score -4430532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4430536.000000 Penalty: 5235.178711
	Iteration 44Q: 3 clusters Score -4430536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4430544.500000 Penalty: 5235.178711
	Iteration 45Q: 3 clusters Score -4430544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4430545.000000 Penalty: 5235.178711
	Iteration 46Q: 3 clusters Score -4430545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4430545.500000 Penalty: 5235.178711
	Iteration 47Q: 3 clusters Score -4430546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4430539.000000 Penalty: 5235.178711
	Iteration 48Q: 3 clusters Score -4430539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4430540.500000 Penalty: 5235.178711
	Iteration 49Q: 3 clusters Score -4430540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4430550.000000 Penalty: 5235.178711
	Iteration 50Q: 3 clusters Score -4430550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4430550.000000 Penalty: 5235.178711
	Iteration 51Q: 3 clusters Score -4430550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4430554.000000 Penalty: 5235.178711
	Iteration 52Q: 3 clusters Score -4430554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4430555.500000 Penalty: 5235.178711
	Iteration 53Q: 3 clusters Score -4430556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4430555.500000 Penalty: 5235.178711
	Iteration 54Q: 3 clusters Score -4430556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4430565.000000 Penalty: 5235.178711
	Iteration 55Q: 3 clusters Score -4430565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4430564.000000 Penalty: 5235.178711
	Iteration 56Q: 3 clusters Score -4430564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4430564.000000 Penalty: 5235.178711
	Iteration 57Q: 3 clusters Score -4430564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4430562.500000 Penalty: 5235.178711
	Iteration 58Q: 3 clusters Score -4430562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4430566.500000 Penalty: 5235.178711
	Iteration 59Q: 3 clusters Score -4430566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4430563.500000 Penalty: 5235.178711
	Iteration 60F: 3 clusters Score -4430564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4430570.000000 Penalty: 5235.178711
	Iteration 61Q: 3 clusters Score -4430570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4430562.500000 Penalty: 5235.178711
	Iteration 62Q: 3 clusters Score -4430562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4430570.000000 Penalty: 5235.178711
	Iteration 63Q: 3 clusters Score -4430570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4430583.000000 Penalty: 5235.178711
	Iteration 64Q: 3 clusters Score -4430583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4430579.000000 Penalty: 5235.178711
	Iteration 65Q: 3 clusters Score -4430579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4430584.500000 Penalty: 5235.178711
	Iteration 66Q: 3 clusters Score -4430584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4430587.500000 Penalty: 5235.178711
	Iteration 67Q: 3 clusters Score -4430588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4430590.500000 Penalty: 5235.178711
	Iteration 68Q: 3 clusters Score -4430590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4430593.000000 Penalty: 5235.178711
	Iteration 69Q: 3 clusters Score -4430593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4430588.000000 Penalty: 5235.178711
	Iteration 70Q: 3 clusters Score -4430588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4430598.500000 Penalty: 5235.178711
	Iteration 71Q: 3 clusters Score -4430598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4430596.000000 Penalty: 5235.178711
	Iteration 72Q: 3 clusters Score -4430596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -4430585.000000 Penalty: 5235.178711
	Iteration 73Q: 3 clusters Score -4430585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4430585.000000 Penalty: 5235.178711
	Iteration 74Q: 3 clusters Score -4430585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4430591.500000 Penalty: 5235.178711
	Iteration 75Q: 3 clusters Score -4430592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4430592.500000 Penalty: 5235.178711
	Iteration 76Q: 3 clusters Score -4430592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4430591.000000 Penalty: 5235.178711
	Iteration 77Q: 3 clusters Score -4430591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4430592.500000 Penalty: 5235.178711
	Iteration 78Q: 3 clusters Score -4430592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4430592.500000 Penalty: 5235.178711
	Iteration 79Q: 3 clusters Score -4430592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4430591.000000 Penalty: 5235.178711
	Iteration 80F: 3 clusters Score -4430591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4430590.500000 Penalty: 5235.178711
	Iteration 81Q: 3 clusters Score -4430590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4430592.000000 Penalty: 5235.178711
	Iteration 82Q: 3 clusters Score -4430592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4430593.000000 Penalty: 5235.178711
	Iteration 83Q: 3 clusters Score -4430593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4430596.500000 Penalty: 5235.178711
	Iteration 84Q: 3 clusters Score -4430596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4430595.000000 Penalty: 5235.178711
	Iteration 85Q: 3 clusters Score -4430595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4430605.000000 Penalty: 5235.178711
	Iteration 86Q: 3 clusters Score -4430605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4430601.500000 Penalty: 5235.178711
	Iteration 87Q: 3 clusters Score -4430602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4430602.000000 Penalty: 5235.178711
	Iteration 88Q: 3 clusters Score -4430602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4430602.000000 Penalty: 5235.178711
	Iteration 89Q: 3 clusters Score -4430602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4430601.000000 Penalty: 5235.178711
	Iteration 90Q: 3 clusters Score -4430601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4430601.500000 Penalty: 5235.178711
	Iteration 91Q: 3 clusters Score -4430602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4430600.500000 Penalty: 5235.178711
	Iteration 92Q: 3 clusters Score -4430600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4430599.500000 Penalty: 5235.178711
	Iteration 93Q: 3 clusters Score -4430600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4430599.500000 Penalty: 5235.178711
	Iteration 94F: 3 clusters Score -4430600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -568166.062500 Penalty: 2152.680176
	Iteration 0F: 2 clusters Score -568166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -563152.437500 Penalty: 4305.360352
	Iteration 0F: 3 clusters Score -563152.4 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -564760.437500 Penalty: 4305.360352
	Iteration 1F: 3 clusters Score -564760.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -565380.125000 Penalty: 4305.360352
	Iteration 2F: 3 clusters Score -565380.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -565935.125000 Penalty: 4305.360352
	Iteration 3F: 3 clusters Score -565935.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -566361.625000 Penalty: 4305.360352
	Iteration 4F: 3 clusters Score -566361.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -566692.375000 Penalty: 4305.360352
	Iteration 5F: 3 clusters Score -566692.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -566928.875000 Penalty: 4305.360352
	Iteration 6Q: 3 clusters Score -566928.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -567063.625000 Penalty: 4305.360352
	Iteration 7Q: 3 clusters Score -567063.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -567155.062500 Penalty: 4305.360352
	Iteration 8Q: 3 clusters Score -567155.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -567204.375000 Penalty: 4305.360352
	Iteration 9Q: 3 clusters Score -567204.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -567237.625000 Penalty: 4305.360352
	Iteration 10Q: 3 clusters Score -567237.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -567272.312500 Penalty: 4305.360352
	Iteration 11Q: 3 clusters Score -567272.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -567303.687500 Penalty: 4305.360352
	Iteration 12Q: 3 clusters Score -567303.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -567336.437500 Penalty: 4305.360352
	Iteration 13Q: 3 clusters Score -567336.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -567365.687500 Penalty: 4305.360352
	Iteration 14Q: 3 clusters Score -567365.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -567396.250000 Penalty: 4305.360352
	Iteration 15Q: 3 clusters Score -567396.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -567428.187500 Penalty: 4305.360352
	Iteration 16Q: 3 clusters Score -567428.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -567460.437500 Penalty: 4305.360352
	Iteration 17Q: 3 clusters Score -567460.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -567492.000000 Penalty: 4305.360352
	Iteration 18Q: 3 clusters Score -567492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -567521.437500 Penalty: 4305.360352
	Iteration 19Q: 3 clusters Score -567521.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -567544.562500 Penalty: 4305.360352
	Iteration 20F: 3 clusters Score -567544.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -567560.687500 Penalty: 4305.360352
	Iteration 21Q: 3 clusters Score -567560.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -567572.812500 Penalty: 4305.360352
	Iteration 22Q: 3 clusters Score -567572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -567582.000000 Penalty: 4305.360352
	Iteration 23Q: 3 clusters Score -567582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -567590.375000 Penalty: 4305.360352
	Iteration 24Q: 3 clusters Score -567590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -567594.937500 Penalty: 4305.360352
	Iteration 25Q: 3 clusters Score -567594.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -567600.250000 Penalty: 4305.360352
	Iteration 26Q: 3 clusters Score -567600.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -567608.312500 Penalty: 4305.360352
	Iteration 27Q: 3 clusters Score -567608.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -567611.687500 Penalty: 4305.360352
	Iteration 28Q: 3 clusters Score -567611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -567619.500000 Penalty: 4305.360352
	Iteration 29Q: 3 clusters Score -567619.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -567625.625000 Penalty: 4305.360352
	Iteration 30Q: 3 clusters Score -567625.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -567632.062500 Penalty: 4305.360352
	Iteration 31Q: 3 clusters Score -567632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -567635.625000 Penalty: 4305.360352
	Iteration 32Q: 3 clusters Score -567635.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -567638.375000 Penalty: 4305.360352
	Iteration 33Q: 3 clusters Score -567638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -567641.000000 Penalty: 4305.360352
	Iteration 34Q: 3 clusters Score -567641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -567642.250000 Penalty: 4305.360352
	Iteration 35Q: 3 clusters Score -567642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -567645.125000 Penalty: 4305.360352
	Iteration 36Q: 3 clusters Score -567645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -567645.000000 Penalty: 4305.360352
	Iteration 37Q: 3 clusters Score -567645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -567643.812500 Penalty: 4305.360352
	Iteration 38Q: 3 clusters Score -567643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -567644.812500 Penalty: 4305.360352
	Iteration 39Q: 3 clusters Score -567644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -567645.625000 Penalty: 4305.360352
	Iteration 40F: 3 clusters Score -567645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -567645.750000 Penalty: 4305.360352
	Iteration 41Q: 3 clusters Score -567645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -567646.250000 Penalty: 4305.360352
	Iteration 42Q: 3 clusters Score -567646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -567646.250000 Penalty: 4305.360352
	Iteration 43F: 3 clusters Score -567646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Entering Unmasked Estep 
Score: -4803418.500000 Penalty: 2636.885986
	Iteration 0F: 2 clusters Score -4803418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4775228.500000 Penalty: 5273.771973
	Iteration 0F: 3 clusters Score -4775228 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4785734.000000 Penalty: 5273.771973
	Iteration 1F: 3 clusters Score -4785734 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4786284.000000 Penalty: 5273.771973
	Iteration 2Q: 3 clusters Score -4786284 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4786848.500000 Penalty: 5273.771973
	Iteration 3Q: 3 clusters Score -4786848 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4787392.500000 Penalty: 5273.771973
	Iteration 4Q: 3 clusters Score -4787392 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4788102.500000 Penalty: 5273.771973
	Iteration 5Q: 3 clusters Score -4788102 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4789040.000000 Penalty: 5273.771973
	Iteration 6Q: 3 clusters Score -4789040 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4790391.000000 Penalty: 5273.771973
	Iteration 7F: 3 clusters Score -4790391 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4792145.500000 Penalty: 5273.771973
	Iteration 8F: 3 clusters Score -4792146 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -4794375.500000 Penalty: 5273.771973
	Iteration 9F: 3 clusters Score -4794376 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4796805.000000 Penalty: 5273.771973
	Iteration 10F: 3 clusters Score -4796805 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4798743.500000 Penalty: 5273.771973
	Iteration 11Q: 3 clusters Score -4798744 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4799976.000000 Penalty: 5273.771973
	Iteration 12Q: 3 clusters Score -4799976 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4800606.000000 Penalty: 5273.771973
	Iteration 13Q: 3 clusters Score -4800606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4800953.000000 Penalty: 5273.771973
	Iteration 14Q: 3 clusters Score -4800953 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4801108.000000 Penalty: 5273.771973
	Iteration 15Q: 3 clusters Score -4801108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4801213.500000 Penalty: 5273.771973
	Iteration 16Q: 3 clusters Score -4801214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4801274.500000 Penalty: 5273.771973
	Iteration 17Q: 3 clusters Score -4801274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4801329.500000 Penalty: 5273.771973
	Iteration 18Q: 3 clusters Score -4801330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4801360.500000 Penalty: 5273.771973
	Iteration 19Q: 3 clusters Score -4801360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4801370.000000 Penalty: 5273.771973
	Iteration 20F: 3 clusters Score -4801370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4801380.000000 Penalty: 5273.771973
	Iteration 21Q: 3 clusters Score -4801380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4801395.500000 Penalty: 5273.771973
	Iteration 22Q: 3 clusters Score -4801396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4801404.500000 Penalty: 5273.771973
	Iteration 23Q: 3 clusters Score -4801404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4801409.500000 Penalty: 5273.771973
	Iteration 24Q: 3 clusters Score -4801410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4801418.000000 Penalty: 5273.771973
	Iteration 25Q: 3 clusters Score -4801418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4801420.500000 Penalty: 5273.771973
	Iteration 26Q: 3 clusters Score -4801420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4801431.500000 Penalty: 5273.771973
	Iteration 27Q: 3 clusters Score -4801432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4801442.000000 Penalty: 5273.771973
	Iteration 28Q: 3 clusters Score -4801442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4801443.500000 Penalty: 5273.771973
	Iteration 29Q: 3 clusters Score -4801444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4801446.000000 Penalty: 5273.771973
	Iteration 30Q: 3 clusters Score -4801446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4801448.000000 Penalty: 5273.771973
	Iteration 31Q: 3 clusters Score -4801448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4801457.500000 Penalty: 5273.771973
	Iteration 32Q: 3 clusters Score -4801458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4801457.500000 Penalty: 5273.771973
	Iteration 33Q: 3 clusters Score -4801458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4801459.500000 Penalty: 5273.771973
	Iteration 34Q: 3 clusters Score -4801460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4801461.500000 Penalty: 5273.771973
	Iteration 35Q: 3 clusters Score -4801462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4801465.000000 Penalty: 5273.771973
	Iteration 36Q: 3 clusters Score -4801465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4801466.000000 Penalty: 5273.771973
	Iteration 37Q: 3 clusters Score -4801466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4801461.000000 Penalty: 5273.771973
	Iteration 38Q: 3 clusters Score -4801461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4801467.500000 Penalty: 5273.771973
	Iteration 39Q: 3 clusters Score -4801468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4801465.000000 Penalty: 5273.771973
	Iteration 40F: 3 clusters Score -4801465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4801459.000000 Penalty: 5273.771973
	Iteration 41Q: 3 clusters Score -4801459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4801464.000000 Penalty: 5273.771973
	Iteration 42Q: 3 clusters Score -4801464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4801459.500000 Penalty: 5273.771973
	Iteration 43Q: 3 clusters Score -4801460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4801459.500000 Penalty: 5273.771973
	Iteration 44F: 3 clusters Score -4801460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Entering Unmasked Estep 
Score: -1024770.125000 Penalty: 2283.369629
	Iteration 0F: 2 clusters Score -1024770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1017192.437500 Penalty: 4566.739258
	Iteration 0F: 3 clusters Score -1017192 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1019576.250000 Penalty: 4566.739258
	Iteration 1F: 3 clusters Score -1019576 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1020080.312500 Penalty: 4566.739258
	Iteration 2F: 3 clusters Score -1020080 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1020689.687500 Penalty: 4566.739258
	Iteration 3F: 3 clusters Score -1020690 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1021380.312500 Penalty: 4566.739258
	Iteration 4F: 3 clusters Score -1021380 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1022022.562500 Penalty: 4566.739258
	Iteration 5F: 3 clusters Score -1022023 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1022562.875000 Penalty: 4566.739258
	Iteration 6F: 3 clusters Score -1022563 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1022934.750000 Penalty: 4566.739258
	Iteration 7Q: 3 clusters Score -1022935 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1023237.125000 Penalty: 4566.739258
	Iteration 8Q: 3 clusters Score -1023237 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1023408.062500 Penalty: 4566.739258
	Iteration 9Q: 3 clusters Score -1023408 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1023495.875000 Penalty: 4566.739258
	Iteration 10Q: 3 clusters Score -1023496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1023542.312500 Penalty: 4566.739258
	Iteration 11Q: 3 clusters Score -1023542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1023575.125000 Penalty: 4566.739258
	Iteration 12Q: 3 clusters Score -1023575 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1023597.250000 Penalty: 4566.739258
	Iteration 13Q: 3 clusters Score -1023597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1023611.312500 Penalty: 4566.739258
	Iteration 14Q: 3 clusters Score -1023611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1023620.937500 Penalty: 4566.739258
	Iteration 15Q: 3 clusters Score -1023621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1023631.187500 Penalty: 4566.739258
	Iteration 16Q: 3 clusters Score -1023631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1023640.000000 Penalty: 4566.739258
	Iteration 17Q: 3 clusters Score -1023640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1023647.812500 Penalty: 4566.739258
	Iteration 18Q: 3 clusters Score -1023648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1023656.750000 Penalty: 4566.739258
	Iteration 19Q: 3 clusters Score -1023657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1023666.812500 Penalty: 4566.739258
	Iteration 20F: 3 clusters Score -1023667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1023672.000000 Penalty: 4566.739258
	Iteration 21Q: 3 clusters Score -1023672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1023676.375000 Penalty: 4566.739258
	Iteration 22Q: 3 clusters Score -1023676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1023678.125000 Penalty: 4566.739258
	Iteration 23Q: 3 clusters Score -1023678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1023679.875000 Penalty: 4566.739258
	Iteration 24Q: 3 clusters Score -1023680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1023680.625000 Penalty: 4566.739258
	Iteration 25Q: 3 clusters Score -1023681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1023683.250000 Penalty: 4566.739258
	Iteration 26Q: 3 clusters Score -1023683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1023682.500000 Penalty: 4566.739258
	Iteration 27Q: 3 clusters Score -1023682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1023682.562500 Penalty: 4566.739258
	Iteration 28Q: 3 clusters Score -1023683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1023684.125000 Penalty: 4566.739258
	Iteration 29Q: 3 clusters Score -1023684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1023683.750000 Penalty: 4566.739258
	Iteration 30Q: 3 clusters Score -1023684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1023684.500000 Penalty: 4566.739258
	Iteration 31Q: 3 clusters Score -1023684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1023684.000000 Penalty: 4566.739258
	Iteration 32Q: 3 clusters Score -1023684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1023685.250000 Penalty: 4566.739258
	Iteration 33Q: 3 clusters Score -1023685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1023683.937500 Penalty: 4566.739258
	Iteration 34Q: 3 clusters Score -1023684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1023683.937500 Penalty: 4566.739258
	Iteration 35F: 3 clusters Score -1023684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -140479.015625 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -140479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138325.328125 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -138325.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138659.765625 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -138659.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138769.500000 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -138769.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138827.093750 Penalty: 3548.689209
	Iteration 3Q: 3 clusters Score -138827.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138858.953125 Penalty: 3548.689209
	Iteration 4Q: 3 clusters Score -138859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -138873.328125 Penalty: 3548.689209
	Iteration 5Q: 3 clusters Score -138873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138877.468750 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -138877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138886.046875 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -138886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -138888.796875 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -138888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138889.171875 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -138889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138892.625000 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -138892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138894.687500 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -138894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138896.234375 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -138896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -138897.187500 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -138897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138898.781250 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -138898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138898.781250 Penalty: 3548.689209
	Iteration 15F: 3 clusters Score -138898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Entering Unmasked Estep 
Score: -1280611.750000 Penalty: 2322.995361
	Iteration 0F: 2 clusters Score -1280612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1271854.250000 Penalty: 4645.990723
	Iteration 0F: 3 clusters Score -1271854 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1274368.500000 Penalty: 4645.990723
	Iteration 1F: 3 clusters Score -1274368 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1274687.000000 Penalty: 4645.990723
	Iteration 2F: 3 clusters Score -1274687 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1274917.375000 Penalty: 4645.990723
	Iteration 3Q: 3 clusters Score -1274917 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1275104.250000 Penalty: 4645.990723
	Iteration 4Q: 3 clusters Score -1275104 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1275262.625000 Penalty: 4645.990723
	Iteration 5Q: 3 clusters Score -1275263 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1275421.750000 Penalty: 4645.990723
	Iteration 6Q: 3 clusters Score -1275422 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1275583.750000 Penalty: 4645.990723
	Iteration 7Q: 3 clusters Score -1275584 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1275753.125000 Penalty: 4645.990723
	Iteration 8Q: 3 clusters Score -1275753 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1275951.875000 Penalty: 4645.990723
	Iteration 9Q: 3 clusters Score -1275952 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1276164.125000 Penalty: 4645.990723
	Iteration 10Q: 3 clusters Score -1276164 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1276353.125000 Penalty: 4645.990723
	Iteration 11Q: 3 clusters Score -1276353 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1276551.375000 Penalty: 4645.990723
	Iteration 12Q: 3 clusters Score -1276551 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1276742.125000 Penalty: 4645.990723
	Iteration 13Q: 3 clusters Score -1276742 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1276934.750000 Penalty: 4645.990723
	Iteration 14Q: 3 clusters Score -1276935 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1277086.125000 Penalty: 4645.990723
	Iteration 15Q: 3 clusters Score -1277086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1277239.125000 Penalty: 4645.990723
	Iteration 16Q: 3 clusters Score -1277239 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1277364.000000 Penalty: 4645.990723
	Iteration 17Q: 3 clusters Score -1277364 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1277490.125000 Penalty: 4645.990723
	Iteration 18Q: 3 clusters Score -1277490 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1277613.500000 Penalty: 4645.990723
	Iteration 19Q: 3 clusters Score -1277614 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1277738.875000 Penalty: 4645.990723
	Iteration 20F: 3 clusters Score -1277739 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1277860.625000 Penalty: 4645.990723
	Iteration 21Q: 3 clusters Score -1277861 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1277965.375000 Penalty: 4645.990723
	Iteration 22Q: 3 clusters Score -1277965 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1278046.875000 Penalty: 4645.990723
	Iteration 23Q: 3 clusters Score -1278047 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1278114.250000 Penalty: 4645.990723
	Iteration 24Q: 3 clusters Score -1278114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1278167.250000 Penalty: 4645.990723
	Iteration 25Q: 3 clusters Score -1278167 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1278216.250000 Penalty: 4645.990723
	Iteration 26Q: 3 clusters Score -1278216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1278259.875000 Penalty: 4645.990723
	Iteration 27Q: 3 clusters Score -1278260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1278300.000000 Penalty: 4645.990723
	Iteration 28Q: 3 clusters Score -1278300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1278338.250000 Penalty: 4645.990723
	Iteration 29Q: 3 clusters Score -1278338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1278376.125000 Penalty: 4645.990723
	Iteration 30Q: 3 clusters Score -1278376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1278400.375000 Penalty: 4645.990723
	Iteration 31Q: 3 clusters Score -1278400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1278426.625000 Penalty: 4645.990723
	Iteration 32Q: 3 clusters Score -1278427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1278440.250000 Penalty: 4645.990723
	Iteration 33Q: 3 clusters Score -1278440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1278455.000000 Penalty: 4645.990723
	Iteration 34Q: 3 clusters Score -1278455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1278466.375000 Penalty: 4645.990723
	Iteration 35Q: 3 clusters Score -1278466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1278476.125000 Penalty: 4645.990723
	Iteration 36Q: 3 clusters Score -1278476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1278488.375000 Penalty: 4645.990723
	Iteration 37Q: 3 clusters Score -1278488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1278497.750000 Penalty: 4645.990723
	Iteration 38Q: 3 clusters Score -1278498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1278505.500000 Penalty: 4645.990723
	Iteration 39Q: 3 clusters Score -1278506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1278514.125000 Penalty: 4645.990723
	Iteration 40F: 3 clusters Score -1278514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1278521.625000 Penalty: 4645.990723
	Iteration 41Q: 3 clusters Score -1278522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1278525.000000 Penalty: 4645.990723
	Iteration 42Q: 3 clusters Score -1278525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1278534.000000 Penalty: 4645.990723
	Iteration 43Q: 3 clusters Score -1278534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1278538.750000 Penalty: 4645.990723
	Iteration 44Q: 3 clusters Score -1278539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1278544.375000 Penalty: 4645.990723
	Iteration 45Q: 3 clusters Score -1278544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1278548.000000 Penalty: 4645.990723
	Iteration 46Q: 3 clusters Score -1278548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1278554.250000 Penalty: 4645.990723
	Iteration 47Q: 3 clusters Score -1278554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1278559.125000 Penalty: 4645.990723
	Iteration 48Q: 3 clusters Score -1278559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1278567.000000 Penalty: 4645.990723
	Iteration 49Q: 3 clusters Score -1278567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1278573.250000 Penalty: 4645.990723
	Iteration 50Q: 3 clusters Score -1278573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1278581.875000 Penalty: 4645.990723
	Iteration 51Q: 3 clusters Score -1278582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1278591.875000 Penalty: 4645.990723
	Iteration 52Q: 3 clusters Score -1278592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1278590.250000 Penalty: 4645.990723
	Iteration 53Q: 3 clusters Score -1278590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1278597.250000 Penalty: 4645.990723
	Iteration 54Q: 3 clusters Score -1278597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1278601.750000 Penalty: 4645.990723
	Iteration 55Q: 3 clusters Score -1278602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1278600.125000 Penalty: 4645.990723
	Iteration 56Q: 3 clusters Score -1278600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1278600.125000 Penalty: 4645.990723
	Iteration 57Q: 3 clusters Score -1278600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1278600.625000 Penalty: 4645.990723
	Iteration 58Q: 3 clusters Score -1278601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1278599.375000 Penalty: 4645.990723
	Iteration 59Q: 3 clusters Score -1278599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1278603.250000 Penalty: 4645.990723
	Iteration 60F: 3 clusters Score -1278603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Entering Unmasked Estep 
Score: -2361790.500000 Penalty: 2464.440674
	Iteration 0F: 2 clusters Score -2361790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2347377.500000 Penalty: 4928.881348
	Iteration 0F: 3 clusters Score -2347378 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2352385.500000 Penalty: 4928.881348
	Iteration 1F: 3 clusters Score -2352386 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2353000.500000 Penalty: 4928.881348
	Iteration 2F: 3 clusters Score -2353000 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2353563.000000 Penalty: 4928.881348
	Iteration 3F: 3 clusters Score -2353563 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2354067.000000 Penalty: 4928.881348
	Iteration 4Q: 3 clusters Score -2354067 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2354554.000000 Penalty: 4928.881348
	Iteration 5F: 3 clusters Score -2354554 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2355068.750000 Penalty: 4928.881348
	Iteration 6Q: 3 clusters Score -2355069 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2355594.750000 Penalty: 4928.881348
	Iteration 7F: 3 clusters Score -2355595 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2356108.250000 Penalty: 4928.881348
	Iteration 8Q: 3 clusters Score -2356108 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2356612.500000 Penalty: 4928.881348
	Iteration 9Q: 3 clusters Score -2356612 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2357071.500000 Penalty: 4928.881348
	Iteration 10Q: 3 clusters Score -2357072 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2357494.750000 Penalty: 4928.881348
	Iteration 11Q: 3 clusters Score -2357495 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2357862.000000 Penalty: 4928.881348
	Iteration 12Q: 3 clusters Score -2357862 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2358194.500000 Penalty: 4928.881348
	Iteration 13Q: 3 clusters Score -2358194 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2358500.750000 Penalty: 4928.881348
	Iteration 14Q: 3 clusters Score -2358501 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2358818.500000 Penalty: 4928.881348
	Iteration 15Q: 3 clusters Score -2358818 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2359239.250000 Penalty: 4928.881348
	Iteration 16Q: 3 clusters Score -2359239 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2359667.750000 Penalty: 4928.881348
	Iteration 17Q: 3 clusters Score -2359668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2359909.500000 Penalty: 4928.881348
	Iteration 18Q: 3 clusters Score -2359910 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2360075.250000 Penalty: 4928.881348
	Iteration 19Q: 3 clusters Score -2360075 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2360187.750000 Penalty: 4928.881348
	Iteration 20F: 3 clusters Score -2360188 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2360278.750000 Penalty: 4928.881348
	Iteration 21Q: 3 clusters Score -2360279 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2360336.000000 Penalty: 4928.881348
	Iteration 22Q: 3 clusters Score -2360336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2360373.750000 Penalty: 4928.881348
	Iteration 23Q: 3 clusters Score -2360374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2360405.750000 Penalty: 4928.881348
	Iteration 24Q: 3 clusters Score -2360406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2360429.500000 Penalty: 4928.881348
	Iteration 25Q: 3 clusters Score -2360430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2360454.250000 Penalty: 4928.881348
	Iteration 26Q: 3 clusters Score -2360454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2360464.750000 Penalty: 4928.881348
	Iteration 27Q: 3 clusters Score -2360465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2360475.000000 Penalty: 4928.881348
	Iteration 28Q: 3 clusters Score -2360475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2360482.750000 Penalty: 4928.881348
	Iteration 29Q: 3 clusters Score -2360483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2360485.000000 Penalty: 4928.881348
	Iteration 30Q: 3 clusters Score -2360485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2360503.500000 Penalty: 4928.881348
	Iteration 31Q: 3 clusters Score -2360504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2360504.000000 Penalty: 4928.881348
	Iteration 32Q: 3 clusters Score -2360504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2360508.500000 Penalty: 4928.881348
	Iteration 33Q: 3 clusters Score -2360508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2360509.250000 Penalty: 4928.881348
	Iteration 34Q: 3 clusters Score -2360509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2360512.250000 Penalty: 4928.881348
	Iteration 35Q: 3 clusters Score -2360512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2360513.250000 Penalty: 4928.881348
	Iteration 36Q: 3 clusters Score -2360513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2360516.000000 Penalty: 4928.881348
	Iteration 37Q: 3 clusters Score -2360516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2360516.500000 Penalty: 4928.881348
	Iteration 38Q: 3 clusters Score -2360516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2360522.750000 Penalty: 4928.881348
	Iteration 39Q: 3 clusters Score -2360523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2360525.500000 Penalty: 4928.881348
	Iteration 40F: 3 clusters Score -2360526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2360522.250000 Penalty: 4928.881348
	Iteration 41Q: 3 clusters Score -2360522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2360529.000000 Penalty: 4928.881348
	Iteration 42Q: 3 clusters Score -2360529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2360528.250000 Penalty: 4928.881348
	Iteration 43Q: 3 clusters Score -2360528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2360531.500000 Penalty: 4928.881348
	Iteration 44Q: 3 clusters Score -2360532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2360531.500000 Penalty: 4928.881348
	Iteration 45F: 3 clusters Score -2360532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -1876586.750000 Penalty: 2408.642090
	Iteration 0F: 2 clusters Score -1876587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1864822.875000 Penalty: 4817.284180
	Iteration 0F: 3 clusters Score -1864823 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1868669.875000 Penalty: 4817.284180
	Iteration 1F: 3 clusters Score -1868670 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1869147.875000 Penalty: 4817.284180
	Iteration 2F: 3 clusters Score -1869148 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1869601.000000 Penalty: 4817.284180
	Iteration 3F: 3 clusters Score -1869601 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1870078.000000 Penalty: 4817.284180
	Iteration 4F: 3 clusters Score -1870078 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1870635.500000 Penalty: 4817.284180
	Iteration 5F: 3 clusters Score -1870636 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1871370.000000 Penalty: 4817.284180
	Iteration 6F: 3 clusters Score -1871370 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1872180.250000 Penalty: 4817.284180
	Iteration 7F: 3 clusters Score -1872180 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1872867.125000 Penalty: 4817.284180
	Iteration 8F: 3 clusters Score -1872867 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1873457.375000 Penalty: 4817.284180
	Iteration 9Q: 3 clusters Score -1873457 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1873941.250000 Penalty: 4817.284180
	Iteration 10Q: 3 clusters Score -1873941 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1874306.000000 Penalty: 4817.284180
	Iteration 11Q: 3 clusters Score -1874306 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1874577.875000 Penalty: 4817.284180
	Iteration 12Q: 3 clusters Score -1874578 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1874761.000000 Penalty: 4817.284180
	Iteration 13Q: 3 clusters Score -1874761 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1874873.000000 Penalty: 4817.284180
	Iteration 14Q: 3 clusters Score -1874873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1874935.125000 Penalty: 4817.284180
	Iteration 15Q: 3 clusters Score -1874935 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1874964.125000 Penalty: 4817.284180
	Iteration 16Q: 3 clusters Score -1874964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1874985.875000 Penalty: 4817.284180
	Iteration 17Q: 3 clusters Score -1874986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1874990.875000 Penalty: 4817.284180
	Iteration 18Q: 3 clusters Score -1874991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1875000.125000 Penalty: 4817.284180
	Iteration 19Q: 3 clusters Score -1875000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1875001.875000 Penalty: 4817.284180
	Iteration 20F: 3 clusters Score -1875002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1875009.250000 Penalty: 4817.284180
	Iteration 21Q: 3 clusters Score -1875009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1875010.000000 Penalty: 4817.284180
	Iteration 22Q: 3 clusters Score -1875010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1875013.625000 Penalty: 4817.284180
	Iteration 23Q: 3 clusters Score -1875014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1875015.250000 Penalty: 4817.284180
	Iteration 24Q: 3 clusters Score -1875015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1875014.500000 Penalty: 4817.284180
	Iteration 25Q: 3 clusters Score -1875014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1875017.750000 Penalty: 4817.284180
	Iteration 26Q: 3 clusters Score -1875018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1875018.375000 Penalty: 4817.284180
	Iteration 27Q: 3 clusters Score -1875018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1875017.625000 Penalty: 4817.284180
	Iteration 28Q: 3 clusters Score -1875018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1875018.125000 Penalty: 4817.284180
	Iteration 29Q: 3 clusters Score -1875018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1875021.250000 Penalty: 4817.284180
	Iteration 30Q: 3 clusters Score -1875021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1875025.625000 Penalty: 4817.284180
	Iteration 31Q: 3 clusters Score -1875026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1875025.625000 Penalty: 4817.284180
	Iteration 32Q: 3 clusters Score -1875026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1875024.250000 Penalty: 4817.284180
	Iteration 33Q: 3 clusters Score -1875024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1875026.750000 Penalty: 4817.284180
	Iteration 34Q: 3 clusters Score -1875027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1875026.750000 Penalty: 4817.284180
	Iteration 35Q: 3 clusters Score -1875027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1875028.750000 Penalty: 4817.284180
	Iteration 36Q: 3 clusters Score -1875029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1875028.750000 Penalty: 4817.284180
	Iteration 37F: 3 clusters Score -1875029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -414602.031250 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -414602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -410743.031250 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -410743 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -411592.625000 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -411592.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -411848.718750 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -411848.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -412105.031250 Penalty: 4100.527344
	Iteration 3F: 3 clusters Score -412105 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -412466.031250 Penalty: 4100.527344
	Iteration 4F: 3 clusters Score -412466 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -412937.812500 Penalty: 4100.527344
	Iteration 5F: 3 clusters Score -412937.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -413397.718750 Penalty: 4100.527344
	Iteration 6F: 3 clusters Score -413397.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -413854.500000 Penalty: 4100.527344
	Iteration 7F: 3 clusters Score -413854.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -414213.562500 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -414213.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -414425.750000 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -414425.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -414533.312500 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -414533.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -414612.093750 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -414612.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -414677.406250 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -414677.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -414746.562500 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -414746.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -414834.031250 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -414834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -414963.343750 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -414963.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -415098.656250 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -415098.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -415151.906250 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -415151.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -415164.343750 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -415164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415167.437500 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -415167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415167.437500 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -415167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 2386 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 1904 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6185 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Mstep: Class 99 contains 1508 members 
Entering Unmasked Estep 
Score: -212287360.000000 Penalty: 355715.875000
Splitting cluster 52 changes total score from -212285680.000000 to -212287360.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 53 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -952566.500000 Penalty: 2247.048584
	Iteration 0F: 2 clusters Score -952566.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -945764.500000 Penalty: 4494.097168
	Iteration 0F: 3 clusters Score -945764.5 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -947778.187500 Penalty: 4494.097168
	Iteration 1F: 3 clusters Score -947778.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -948207.812500 Penalty: 4494.097168
	Iteration 2F: 3 clusters Score -948207.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -948598.000000 Penalty: 4494.097168
	Iteration 3F: 3 clusters Score -948598 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -948956.312500 Penalty: 4494.097168
	Iteration 4F: 3 clusters Score -948956.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -949250.687500 Penalty: 4494.097168
	Iteration 5F: 3 clusters Score -949250.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -949467.937500 Penalty: 4494.097168
	Iteration 6Q: 3 clusters Score -949467.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -949646.437500 Penalty: 4494.097168
	Iteration 7Q: 3 clusters Score -949646.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -949823.625000 Penalty: 4494.097168
	Iteration 8Q: 3 clusters Score -949823.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -950010.562500 Penalty: 4494.097168
	Iteration 9Q: 3 clusters Score -950010.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -950155.375000 Penalty: 4494.097168
	Iteration 10Q: 3 clusters Score -950155.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -950276.812500 Penalty: 4494.097168
	Iteration 11Q: 3 clusters Score -950276.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -950382.375000 Penalty: 4494.097168
	Iteration 12Q: 3 clusters Score -950382.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -950473.750000 Penalty: 4494.097168
	Iteration 13Q: 3 clusters Score -950473.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -950550.000000 Penalty: 4494.097168
	Iteration 14Q: 3 clusters Score -950550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -950615.375000 Penalty: 4494.097168
	Iteration 15Q: 3 clusters Score -950615.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -950690.750000 Penalty: 4494.097168
	Iteration 16Q: 3 clusters Score -950690.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -950772.250000 Penalty: 4494.097168
	Iteration 17Q: 3 clusters Score -950772.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -950838.625000 Penalty: 4494.097168
	Iteration 18Q: 3 clusters Score -950838.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -950902.062500 Penalty: 4494.097168
	Iteration 19Q: 3 clusters Score -950902.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -950966.187500 Penalty: 4494.097168
	Iteration 20F: 3 clusters Score -950966.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -951011.250000 Penalty: 4494.097168
	Iteration 21Q: 3 clusters Score -951011.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -951044.187500 Penalty: 4494.097168
	Iteration 22Q: 3 clusters Score -951044.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -951067.312500 Penalty: 4494.097168
	Iteration 23Q: 3 clusters Score -951067.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -951080.812500 Penalty: 4494.097168
	Iteration 24Q: 3 clusters Score -951080.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -951096.250000 Penalty: 4494.097168
	Iteration 25Q: 3 clusters Score -951096.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -951103.312500 Penalty: 4494.097168
	Iteration 26Q: 3 clusters Score -951103.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -951110.562500 Penalty: 4494.097168
	Iteration 27Q: 3 clusters Score -951110.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -951118.500000 Penalty: 4494.097168
	Iteration 28Q: 3 clusters Score -951118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -951123.437500 Penalty: 4494.097168
	Iteration 29Q: 3 clusters Score -951123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -951125.875000 Penalty: 4494.097168
	Iteration 30Q: 3 clusters Score -951125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -951126.375000 Penalty: 4494.097168
	Iteration 31Q: 3 clusters Score -951126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -951129.687500 Penalty: 4494.097168
	Iteration 32Q: 3 clusters Score -951129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -951134.750000 Penalty: 4494.097168
	Iteration 33Q: 3 clusters Score -951134.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -951139.937500 Penalty: 4494.097168
	Iteration 34Q: 3 clusters Score -951139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -951141.937500 Penalty: 4494.097168
	Iteration 35Q: 3 clusters Score -951141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -951146.562500 Penalty: 4494.097168
	Iteration 36Q: 3 clusters Score -951146.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -951150.375000 Penalty: 4494.097168
	Iteration 37Q: 3 clusters Score -951150.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -951154.875000 Penalty: 4494.097168
	Iteration 38Q: 3 clusters Score -951154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -951156.312500 Penalty: 4494.097168
	Iteration 39Q: 3 clusters Score -951156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -951158.250000 Penalty: 4494.097168
	Iteration 40F: 3 clusters Score -951158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -951161.187500 Penalty: 4494.097168
	Iteration 41Q: 3 clusters Score -951161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -951162.812500 Penalty: 4494.097168
	Iteration 42Q: 3 clusters Score -951162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -951162.812500 Penalty: 4494.097168
	Iteration 43F: 3 clusters Score -951162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -718000.062500 Penalty: 2200.411621
	Iteration 0F: 2 clusters Score -718000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -712062.625000 Penalty: 4400.823242
	Iteration 0F: 3 clusters Score -712062.6 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -713778.062500 Penalty: 4400.823242
	Iteration 1F: 3 clusters Score -713778.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -714226.375000 Penalty: 4400.823242
	Iteration 2F: 3 clusters Score -714226.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -714595.125000 Penalty: 4400.823242
	Iteration 3F: 3 clusters Score -714595.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -714860.937500 Penalty: 4400.823242
	Iteration 4F: 3 clusters Score -714860.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -715091.937500 Penalty: 4400.823242
	Iteration 5Q: 3 clusters Score -715091.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -715243.437500 Penalty: 4400.823242
	Iteration 6Q: 3 clusters Score -715243.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -715354.375000 Penalty: 4400.823242
	Iteration 7Q: 3 clusters Score -715354.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -715427.812500 Penalty: 4400.823242
	Iteration 8Q: 3 clusters Score -715427.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -715494.750000 Penalty: 4400.823242
	Iteration 9Q: 3 clusters Score -715494.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -715543.375000 Penalty: 4400.823242
	Iteration 10Q: 3 clusters Score -715543.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -715594.312500 Penalty: 4400.823242
	Iteration 11Q: 3 clusters Score -715594.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -715645.875000 Penalty: 4400.823242
	Iteration 12Q: 3 clusters Score -715645.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -715684.375000 Penalty: 4400.823242
	Iteration 13Q: 3 clusters Score -715684.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -715723.312500 Penalty: 4400.823242
	Iteration 14Q: 3 clusters Score -715723.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -715760.875000 Penalty: 4400.823242
	Iteration 15Q: 3 clusters Score -715760.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -715793.375000 Penalty: 4400.823242
	Iteration 16Q: 3 clusters Score -715793.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -715817.125000 Penalty: 4400.823242
	Iteration 17Q: 3 clusters Score -715817.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -715841.250000 Penalty: 4400.823242
	Iteration 18Q: 3 clusters Score -715841.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -715874.625000 Penalty: 4400.823242
	Iteration 19Q: 3 clusters Score -715874.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -715911.437500 Penalty: 4400.823242
	Iteration 20F: 3 clusters Score -715911.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -715943.937500 Penalty: 4400.823242
	Iteration 21Q: 3 clusters Score -715943.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -715977.875000 Penalty: 4400.823242
	Iteration 22Q: 3 clusters Score -715977.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -716014.562500 Penalty: 4400.823242
	Iteration 23Q: 3 clusters Score -716014.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -716052.562500 Penalty: 4400.823242
	Iteration 24Q: 3 clusters Score -716052.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -716092.437500 Penalty: 4400.823242
	Iteration 25Q: 3 clusters Score -716092.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -716129.937500 Penalty: 4400.823242
	Iteration 26Q: 3 clusters Score -716129.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -716173.312500 Penalty: 4400.823242
	Iteration 27Q: 3 clusters Score -716173.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -716208.750000 Penalty: 4400.823242
	Iteration 28Q: 3 clusters Score -716208.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -716240.562500 Penalty: 4400.823242
	Iteration 29Q: 3 clusters Score -716240.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -716288.625000 Penalty: 4400.823242
	Iteration 30Q: 3 clusters Score -716288.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -716360.625000 Penalty: 4400.823242
	Iteration 31Q: 3 clusters Score -716360.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -716450.250000 Penalty: 4400.823242
	Iteration 32Q: 3 clusters Score -716450.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -716550.062500 Penalty: 4400.823242
	Iteration 33Q: 3 clusters Score -716550.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -716675.125000 Penalty: 4400.823242
	Iteration 34Q: 3 clusters Score -716675.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -716765.625000 Penalty: 4400.823242
	Iteration 35Q: 3 clusters Score -716765.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -716846.062500 Penalty: 4400.823242
	Iteration 36Q: 3 clusters Score -716846.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -716890.250000 Penalty: 4400.823242
	Iteration 37Q: 3 clusters Score -716890.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -716914.812500 Penalty: 4400.823242
	Iteration 38Q: 3 clusters Score -716914.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -716936.250000 Penalty: 4400.823242
	Iteration 39Q: 3 clusters Score -716936.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -716946.625000 Penalty: 4400.823242
	Iteration 40F: 3 clusters Score -716946.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -716953.812500 Penalty: 4400.823242
	Iteration 41Q: 3 clusters Score -716953.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -716956.125000 Penalty: 4400.823242
	Iteration 42Q: 3 clusters Score -716956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -716955.562500 Penalty: 4400.823242
	Iteration 43Q: 3 clusters Score -716955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -716958.500000 Penalty: 4400.823242
	Iteration 44Q: 3 clusters Score -716958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -716961.250000 Penalty: 4400.823242
	Iteration 45Q: 3 clusters Score -716961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -716961.937500 Penalty: 4400.823242
	Iteration 46Q: 3 clusters Score -716961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -716961.312500 Penalty: 4400.823242
	Iteration 47Q: 3 clusters Score -716961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -716961.437500 Penalty: 4400.823242
	Iteration 48Q: 3 clusters Score -716961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -716961.062500 Penalty: 4400.823242
	Iteration 49Q: 3 clusters Score -716961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -716961.062500 Penalty: 4400.823242
	Iteration 50F: 3 clusters Score -716961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Entering Unmasked Estep 
Score: -3826750.750000 Penalty: 2583.489990
	Iteration 0F: 2 clusters Score -3826751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3803837.750000 Penalty: 5166.979980
	Iteration 0F: 3 clusters Score -3803838 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3812365.500000 Penalty: 5166.979980
	Iteration 1F: 3 clusters Score -3812366 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3813100.750000 Penalty: 5166.979980
	Iteration 2F: 3 clusters Score -3813101 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3813872.250000 Penalty: 5166.979980
	Iteration 3Q: 3 clusters Score -3813872 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3814768.750000 Penalty: 5166.979980
	Iteration 4F: 3 clusters Score -3814769 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3815795.750000 Penalty: 5166.979980
	Iteration 5F: 3 clusters Score -3815796 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3816904.000000 Penalty: 5166.979980
	Iteration 6F: 3 clusters Score -3816904 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3818079.000000 Penalty: 5166.979980
	Iteration 7F: 3 clusters Score -3818079 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3819164.500000 Penalty: 5166.979980
	Iteration 8F: 3 clusters Score -3819164 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3820146.750000 Penalty: 5166.979980
	Iteration 9Q: 3 clusters Score -3820147 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3821090.250000 Penalty: 5166.979980
	Iteration 10Q: 3 clusters Score -3821090 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3821941.000000 Penalty: 5166.979980
	Iteration 11Q: 3 clusters Score -3821941 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3822716.250000 Penalty: 5166.979980
	Iteration 12Q: 3 clusters Score -3822716 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3823268.000000 Penalty: 5166.979980
	Iteration 13Q: 3 clusters Score -3823268 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3823633.500000 Penalty: 5166.979980
	Iteration 14Q: 3 clusters Score -3823634 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3823896.500000 Penalty: 5166.979980
	Iteration 15Q: 3 clusters Score -3823896 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3824067.000000 Penalty: 5166.979980
	Iteration 16Q: 3 clusters Score -3824067 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3824213.000000 Penalty: 5166.979980
	Iteration 17Q: 3 clusters Score -3824213 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3824359.500000 Penalty: 5166.979980
	Iteration 18Q: 3 clusters Score -3824360 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3824517.250000 Penalty: 5166.979980
	Iteration 19Q: 3 clusters Score -3824517 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3824611.000000 Penalty: 5166.979980
	Iteration 20F: 3 clusters Score -3824611 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3824698.250000 Penalty: 5166.979980
	Iteration 21Q: 3 clusters Score -3824698 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3824771.750000 Penalty: 5166.979980
	Iteration 22Q: 3 clusters Score -3824772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3824840.500000 Penalty: 5166.979980
	Iteration 23Q: 3 clusters Score -3824840 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3824904.500000 Penalty: 5166.979980
	Iteration 24Q: 3 clusters Score -3824904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3824962.750000 Penalty: 5166.979980
	Iteration 25Q: 3 clusters Score -3824963 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3825057.250000 Penalty: 5166.979980
	Iteration 26Q: 3 clusters Score -3825057 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3825106.500000 Penalty: 5166.979980
	Iteration 27Q: 3 clusters Score -3825106 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3825161.750000 Penalty: 5166.979980
	Iteration 28Q: 3 clusters Score -3825162 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3825211.250000 Penalty: 5166.979980
	Iteration 29Q: 3 clusters Score -3825211 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3825267.750000 Penalty: 5166.979980
	Iteration 30Q: 3 clusters Score -3825268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3825329.000000 Penalty: 5166.979980
	Iteration 31Q: 3 clusters Score -3825329 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3825386.000000 Penalty: 5166.979980
	Iteration 32Q: 3 clusters Score -3825386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -3825418.000000 Penalty: 5166.979980
	Iteration 33Q: 3 clusters Score -3825418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3825476.500000 Penalty: 5166.979980
	Iteration 34Q: 3 clusters Score -3825476 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3825510.250000 Penalty: 5166.979980
	Iteration 35Q: 3 clusters Score -3825510 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3825567.250000 Penalty: 5166.979980
	Iteration 36Q: 3 clusters Score -3825567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3825617.250000 Penalty: 5166.979980
	Iteration 37Q: 3 clusters Score -3825617 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3825661.750000 Penalty: 5166.979980
	Iteration 38Q: 3 clusters Score -3825662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -3825698.000000 Penalty: 5166.979980
	Iteration 39Q: 3 clusters Score -3825698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3825732.750000 Penalty: 5166.979980
	Iteration 40F: 3 clusters Score -3825733 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3825786.500000 Penalty: 5166.979980
	Iteration 41Q: 3 clusters Score -3825786 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3825846.500000 Penalty: 5166.979980
	Iteration 42Q: 3 clusters Score -3825846 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3825915.000000 Penalty: 5166.979980
	Iteration 43Q: 3 clusters Score -3825915 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3825968.250000 Penalty: 5166.979980
	Iteration 44Q: 3 clusters Score -3825968 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3826014.500000 Penalty: 5166.979980
	Iteration 45Q: 3 clusters Score -3826014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3826061.750000 Penalty: 5166.979980
	Iteration 46Q: 3 clusters Score -3826062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3826113.500000 Penalty: 5166.979980
	Iteration 47Q: 3 clusters Score -3826114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -3826154.750000 Penalty: 5166.979980
	Iteration 48Q: 3 clusters Score -3826155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -3826198.750000 Penalty: 5166.979980
	Iteration 49Q: 3 clusters Score -3826199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3826228.000000 Penalty: 5166.979980
	Iteration 50Q: 3 clusters Score -3826228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3826234.250000 Penalty: 5166.979980
	Iteration 51Q: 3 clusters Score -3826234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3826251.500000 Penalty: 5166.979980
	Iteration 52Q: 3 clusters Score -3826252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3826262.500000 Penalty: 5166.979980
	Iteration 53Q: 3 clusters Score -3826262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3826282.750000 Penalty: 5166.979980
	Iteration 54Q: 3 clusters Score -3826283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3826293.000000 Penalty: 5166.979980
	Iteration 55Q: 3 clusters Score -3826293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -3826303.500000 Penalty: 5166.979980
	Iteration 56Q: 3 clusters Score -3826304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3826311.000000 Penalty: 5166.979980
	Iteration 57Q: 3 clusters Score -3826311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3826311.250000 Penalty: 5166.979980
	Iteration 58Q: 3 clusters Score -3826311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3826319.750000 Penalty: 5166.979980
	Iteration 59Q: 3 clusters Score -3826320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3826324.250000 Penalty: 5166.979980
	Iteration 60F: 3 clusters Score -3826324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3826320.250000 Penalty: 5166.979980
	Iteration 61Q: 3 clusters Score -3826320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3826317.250000 Penalty: 5166.979980
	Iteration 62Q: 3 clusters Score -3826317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3826320.250000 Penalty: 5166.979980
	Iteration 63Q: 3 clusters Score -3826320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -3826318.750000 Penalty: 5166.979980
	Iteration 64Q: 3 clusters Score -3826319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -3826318.250000 Penalty: 5166.979980
	Iteration 65Q: 3 clusters Score -3826318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -3826326.000000 Penalty: 5166.979980
	Iteration 66Q: 3 clusters Score -3826326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3826333.250000 Penalty: 5166.979980
	Iteration 67Q: 3 clusters Score -3826333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3826336.250000 Penalty: 5166.979980
	Iteration 68Q: 3 clusters Score -3826336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3826345.250000 Penalty: 5166.979980
	Iteration 69Q: 3 clusters Score -3826345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3826346.250000 Penalty: 5166.979980
	Iteration 70Q: 3 clusters Score -3826346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3826352.250000 Penalty: 5166.979980
	Iteration 71Q: 3 clusters Score -3826352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -3826356.250000 Penalty: 5166.979980
	Iteration 72Q: 3 clusters Score -3826356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3826364.500000 Penalty: 5166.979980
	Iteration 73Q: 3 clusters Score -3826364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3826364.000000 Penalty: 5166.979980
	Iteration 74Q: 3 clusters Score -3826364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3826361.750000 Penalty: 5166.979980
	Iteration 75Q: 3 clusters Score -3826362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3826364.750000 Penalty: 5166.979980
	Iteration 76Q: 3 clusters Score -3826365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3826368.500000 Penalty: 5166.979980
	Iteration 77Q: 3 clusters Score -3826368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3826377.250000 Penalty: 5166.979980
	Iteration 78Q: 3 clusters Score -3826377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3826374.250000 Penalty: 5166.979980
	Iteration 79Q: 3 clusters Score -3826374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3826376.750000 Penalty: 5166.979980
	Iteration 80F: 3 clusters Score -3826377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3826384.250000 Penalty: 5166.979980
	Iteration 81Q: 3 clusters Score -3826384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3826410.750000 Penalty: 5166.979980
	Iteration 82Q: 3 clusters Score -3826411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3826421.000000 Penalty: 5166.979980
	Iteration 83Q: 3 clusters Score -3826421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3826420.250000 Penalty: 5166.979980
	Iteration 84Q: 3 clusters Score -3826420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -3826425.750000 Penalty: 5166.979980
	Iteration 85Q: 3 clusters Score -3826426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3826434.750000 Penalty: 5166.979980
	Iteration 86Q: 3 clusters Score -3826435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3826438.500000 Penalty: 5166.979980
	Iteration 87Q: 3 clusters Score -3826438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3826457.500000 Penalty: 5166.979980
	Iteration 88Q: 3 clusters Score -3826458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3826470.500000 Penalty: 5166.979980
	Iteration 89Q: 3 clusters Score -3826470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3826484.750000 Penalty: 5166.979980
	Iteration 90Q: 3 clusters Score -3826485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3826507.000000 Penalty: 5166.979980
	Iteration 91Q: 3 clusters Score -3826507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3826523.750000 Penalty: 5166.979980
	Iteration 92Q: 3 clusters Score -3826524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3826533.000000 Penalty: 5166.979980
	Iteration 93Q: 3 clusters Score -3826533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3826540.750000 Penalty: 5166.979980
	Iteration 94Q: 3 clusters Score -3826541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3826548.000000 Penalty: 5166.979980
	Iteration 95Q: 3 clusters Score -3826548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3826557.250000 Penalty: 5166.979980
	Iteration 96Q: 3 clusters Score -3826557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3826562.500000 Penalty: 5166.979980
	Iteration 97Q: 3 clusters Score -3826562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3826567.750000 Penalty: 5166.979980
	Iteration 98Q: 3 clusters Score -3826568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3826565.250000 Penalty: 5166.979980
	Iteration 99Q: 3 clusters Score -3826565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3826573.250000 Penalty: 5166.979980
	Iteration 100F: 3 clusters Score -3826573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3826575.250000 Penalty: 5166.979980
	Iteration 101Q: 3 clusters Score -3826575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3826573.000000 Penalty: 5166.979980
	Iteration 102Q: 3 clusters Score -3826573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3826573.750000 Penalty: 5166.979980
	Iteration 103Q: 3 clusters Score -3826574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3826576.500000 Penalty: 5166.979980
	Iteration 104Q: 3 clusters Score -3826576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3826580.250000 Penalty: 5166.979980
	Iteration 105Q: 3 clusters Score -3826580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3826577.500000 Penalty: 5166.979980
	Iteration 106Q: 3 clusters Score -3826578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3826576.750000 Penalty: 5166.979980
	Iteration 107Q: 3 clusters Score -3826577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3826572.250000 Penalty: 5166.979980
	Iteration 108Q: 3 clusters Score -3826572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3826577.750000 Penalty: 5166.979980
	Iteration 109Q: 3 clusters Score -3826578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3826576.750000 Penalty: 5166.979980
	Iteration 110Q: 3 clusters Score -3826577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3826576.750000 Penalty: 5166.979980
	Iteration 111F: 3 clusters Score -3826577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -98107.867188 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -98107.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96213.000000 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -96213 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96483.140625 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -96483.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96551.617188 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -96551.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96594.867188 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -96594.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96625.476562 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -96625.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96658.367188 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -96658.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96690.664062 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -96690.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96731.632812 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -96731.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96772.710938 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -96772.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96821.710938 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -96821.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96861.328125 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -96861.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96894.398438 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -96894.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96941.187500 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -96941.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -97041.953125 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -97041.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -97144.648438 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -97144.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97178.226562 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -97178.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97195.281250 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -97195.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97217.289062 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -97217.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -97243.054688 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -97243.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97265.617188 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -97265.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97288.000000 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -97288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97353.460938 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -97353.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97495.398438 Penalty: 3383.809814
	Iteration 22Q: 3 clusters Score -97495.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97678.968750 Penalty: 3383.809814
	Iteration 23Q: 3 clusters Score -97678.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97777.960938 Penalty: 3383.809814
	Iteration 24Q: 3 clusters Score -97777.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -97853.304688 Penalty: 3383.809814
	Iteration 25Q: 3 clusters Score -97853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97916.664062 Penalty: 3383.809814
	Iteration 26Q: 3 clusters Score -97916.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97961.812500 Penalty: 3383.809814
	Iteration 27Q: 3 clusters Score -97961.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98012.640625 Penalty: 3383.809814
	Iteration 28Q: 3 clusters Score -98012.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98029.257812 Penalty: 3383.809814
	Iteration 29Q: 3 clusters Score -98029.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98041.820312 Penalty: 3383.809814
	Iteration 30Q: 3 clusters Score -98041.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98046.078125 Penalty: 3383.809814
	Iteration 31Q: 3 clusters Score -98046.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98047.945312 Penalty: 3383.809814
	Iteration 32Q: 3 clusters Score -98047.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98047.945312 Penalty: 3383.809814
	Iteration 33F: 3 clusters Score -98047.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -392790.843750 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -392790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -389025.093750 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -389025.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -390055.531250 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -390055.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -390395.312500 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -390395.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -390631.937500 Penalty: 4097.589355
	Iteration 3F: 3 clusters Score -390631.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -390812.437500 Penalty: 4097.589355
	Iteration 4F: 3 clusters Score -390812.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -390972.406250 Penalty: 4097.589355
	Iteration 5Q: 3 clusters Score -390972.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -391122.187500 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -391122.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -391274.281250 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -391274.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -391436.656250 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -391436.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -391561.375000 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -391561.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -391701.343750 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -391701.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -391852.125000 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -391852.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -391953.937500 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -391953.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -392004.812500 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -392004.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -392045.500000 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -392045.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -392074.625000 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -392074.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -392090.125000 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -392090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -392095.125000 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -392095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -392106.125000 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -392106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -392109.750000 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -392109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -392114.718750 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -392114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -392118.000000 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -392118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -392122.000000 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -392122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -392124.500000 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -392124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -392126.281250 Penalty: 4097.589355
	Iteration 24Q: 3 clusters Score -392126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -392126.812500 Penalty: 4097.589355
	Iteration 25Q: 3 clusters Score -392126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -392126.687500 Penalty: 4097.589355
	Iteration 26Q: 3 clusters Score -392126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -392126.687500 Penalty: 4097.589355
	Iteration 27F: 3 clusters Score -392126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (47555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Entering Unmasked Estep 
Score: -5475168.000000 Penalty: 2670.871094
	Iteration 0F: 2 clusters Score -5475168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5443222.500000 Penalty: 5341.742188
	Iteration 0F: 3 clusters Score -5443222 nChanged 21910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -5455352.000000 Penalty: 5341.742188
	Iteration 1F: 3 clusters Score -5455352 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5456044.000000 Penalty: 5341.742188
	Iteration 2Q: 3 clusters Score -5456044 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5457016.500000 Penalty: 5341.742188
	Iteration 3Q: 3 clusters Score -5457016 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5458268.500000 Penalty: 5341.742188
	Iteration 4F: 3 clusters Score -5458268 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5459692.000000 Penalty: 5341.742188
	Iteration 5F: 3 clusters Score -5459692 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -5461581.500000 Penalty: 5341.742188
	Iteration 6F: 3 clusters Score -5461582 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5463813.500000 Penalty: 5341.742188
	Iteration 7F: 3 clusters Score -5463814 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5466075.000000 Penalty: 5341.742188
	Iteration 8F: 3 clusters Score -5466075 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5468203.000000 Penalty: 5341.742188
	Iteration 9F: 3 clusters Score -5468203 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5470024.500000 Penalty: 5341.742188
	Iteration 10Q: 3 clusters Score -5470024 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -5471285.000000 Penalty: 5341.742188
	Iteration 11Q: 3 clusters Score -5471285 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5472027.500000 Penalty: 5341.742188
	Iteration 12Q: 3 clusters Score -5472028 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -5472404.000000 Penalty: 5341.742188
	Iteration 13Q: 3 clusters Score -5472404 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -5472623.500000 Penalty: 5341.742188
	Iteration 14Q: 3 clusters Score -5472624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -5472774.000000 Penalty: 5341.742188
	Iteration 15Q: 3 clusters Score -5472774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5472845.500000 Penalty: 5341.742188
	Iteration 16Q: 3 clusters Score -5472846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -5472876.500000 Penalty: 5341.742188
	Iteration 17Q: 3 clusters Score -5472876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -5472900.000000 Penalty: 5341.742188
	Iteration 18Q: 3 clusters Score -5472900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -5472917.500000 Penalty: 5341.742188
	Iteration 19Q: 3 clusters Score -5472918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5472928.500000 Penalty: 5341.742188
	Iteration 20F: 3 clusters Score -5472928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5472933.500000 Penalty: 5341.742188
	Iteration 21Q: 3 clusters Score -5472934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5472935.000000 Penalty: 5341.742188
	Iteration 22Q: 3 clusters Score -5472935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5472945.500000 Penalty: 5341.742188
	Iteration 23Q: 3 clusters Score -5472946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -5472950.000000 Penalty: 5341.742188
	Iteration 24Q: 3 clusters Score -5472950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -5472954.000000 Penalty: 5341.742188
	Iteration 25Q: 3 clusters Score -5472954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5472961.500000 Penalty: 5341.742188
	Iteration 26Q: 3 clusters Score -5472962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -5472963.500000 Penalty: 5341.742188
	Iteration 27Q: 3 clusters Score -5472964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -5472961.000000 Penalty: 5341.742188
	Iteration 28Q: 3 clusters Score -5472961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -5472956.000000 Penalty: 5341.742188
	Iteration 29Q: 3 clusters Score -5472956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -5472959.000000 Penalty: 5341.742188
	Iteration 30Q: 3 clusters Score -5472959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -5472964.000000 Penalty: 5341.742188
	Iteration 31Q: 3 clusters Score -5472964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5472972.500000 Penalty: 5341.742188
	Iteration 32Q: 3 clusters Score -5472972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -5472977.000000 Penalty: 5341.742188
	Iteration 33Q: 3 clusters Score -5472977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -5472984.000000 Penalty: 5341.742188
	Iteration 34Q: 3 clusters Score -5472984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -5472984.000000 Penalty: 5341.742188
	Iteration 35Q: 3 clusters Score -5472984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -5472988.000000 Penalty: 5341.742188
	Iteration 36Q: 3 clusters Score -5472988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -5472983.500000 Penalty: 5341.742188
	Iteration 37Q: 3 clusters Score -5472984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -5472986.000000 Penalty: 5341.742188
	Iteration 38Q: 3 clusters Score -5472986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -5472985.500000 Penalty: 5341.742188
	Iteration 39Q: 3 clusters Score -5472986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -5472985.500000 Penalty: 5341.742188
	Iteration 40F: 3 clusters Score -5472986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -332659.000000 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -332659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -329089.062500 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -329089.1 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -330160.250000 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -330160.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -330588.875000 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -330588.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -330890.656250 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -330890.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -331108.718750 Penalty: 4063.789307
	Iteration 4F: 3 clusters Score -331108.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -331227.500000 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -331227.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -331314.656250 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -331314.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -331371.656250 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -331371.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -331430.937500 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -331430.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -331475.937500 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -331475.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -331500.312500 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -331500.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -331520.156250 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -331520.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -331537.843750 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -331537.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -331552.062500 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -331552.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -331568.500000 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -331568.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -331577.812500 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -331577.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331585.437500 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -331585.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -331593.625000 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -331593.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -331605.968750 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -331606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -331616.875000 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -331616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -331623.406250 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -331623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -331626.875000 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -331626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -331629.718750 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -331629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -331633.468750 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -331633.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -331638.156250 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -331638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331641.312500 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -331641.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -331643.500000 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -331643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331643.562500 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -331643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -331643.750000 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -331643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -331644.250000 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -331644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -331644.562500 Penalty: 4063.789307
	Iteration 30Q: 3 clusters Score -331644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -331644.562500 Penalty: 4063.789307
	Iteration 31F: 3 clusters Score -331644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -1363209.250000 Penalty: 2334.169434
	Iteration 0F: 2 clusters Score -1363209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1354094.750000 Penalty: 4668.338867
	Iteration 0F: 3 clusters Score -1354095 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1356758.250000 Penalty: 4668.338867
	Iteration 1F: 3 clusters Score -1356758 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1357053.750000 Penalty: 4668.338867
	Iteration 2F: 3 clusters Score -1357054 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1357309.250000 Penalty: 4668.338867
	Iteration 3Q: 3 clusters Score -1357309 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1357571.250000 Penalty: 4668.338867
	Iteration 4Q: 3 clusters Score -1357571 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1357802.625000 Penalty: 4668.338867
	Iteration 5Q: 3 clusters Score -1357803 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1358080.750000 Penalty: 4668.338867
	Iteration 6Q: 3 clusters Score -1358081 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1358369.750000 Penalty: 4668.338867
	Iteration 7Q: 3 clusters Score -1358370 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1358623.125000 Penalty: 4668.338867
	Iteration 8Q: 3 clusters Score -1358623 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1358818.625000 Penalty: 4668.338867
	Iteration 9Q: 3 clusters Score -1358819 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1358982.375000 Penalty: 4668.338867
	Iteration 10Q: 3 clusters Score -1358982 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1359112.250000 Penalty: 4668.338867
	Iteration 11Q: 3 clusters Score -1359112 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1359220.625000 Penalty: 4668.338867
	Iteration 12Q: 3 clusters Score -1359221 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1359307.625000 Penalty: 4668.338867
	Iteration 13Q: 3 clusters Score -1359308 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1359366.000000 Penalty: 4668.338867
	Iteration 14Q: 3 clusters Score -1359366 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1359410.750000 Penalty: 4668.338867
	Iteration 15Q: 3 clusters Score -1359411 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1359445.875000 Penalty: 4668.338867
	Iteration 16Q: 3 clusters Score -1359446 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1359473.125000 Penalty: 4668.338867
	Iteration 17Q: 3 clusters Score -1359473 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1359512.125000 Penalty: 4668.338867
	Iteration 18Q: 3 clusters Score -1359512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1359547.875000 Penalty: 4668.338867
	Iteration 19Q: 3 clusters Score -1359548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1359586.625000 Penalty: 4668.338867
	Iteration 20F: 3 clusters Score -1359587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1359630.875000 Penalty: 4668.338867
	Iteration 21Q: 3 clusters Score -1359631 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1359679.500000 Penalty: 4668.338867
	Iteration 22Q: 3 clusters Score -1359680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1359730.625000 Penalty: 4668.338867
	Iteration 23Q: 3 clusters Score -1359731 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1359805.125000 Penalty: 4668.338867
	Iteration 24Q: 3 clusters Score -1359805 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1359911.375000 Penalty: 4668.338867
	Iteration 25Q: 3 clusters Score -1359911 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1360019.750000 Penalty: 4668.338867
	Iteration 26Q: 3 clusters Score -1360020 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1360150.625000 Penalty: 4668.338867
	Iteration 27Q: 3 clusters Score -1360151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1360306.125000 Penalty: 4668.338867
	Iteration 28Q: 3 clusters Score -1360306 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1360464.375000 Penalty: 4668.338867
	Iteration 29Q: 3 clusters Score -1360464 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1360622.375000 Penalty: 4668.338867
	Iteration 30Q: 3 clusters Score -1360622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1360738.000000 Penalty: 4668.338867
	Iteration 31Q: 3 clusters Score -1360738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1360826.750000 Penalty: 4668.338867
	Iteration 32Q: 3 clusters Score -1360827 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1360924.250000 Penalty: 4668.338867
	Iteration 33Q: 3 clusters Score -1360924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1361000.375000 Penalty: 4668.338867
	Iteration 34Q: 3 clusters Score -1361000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1361056.000000 Penalty: 4668.338867
	Iteration 35Q: 3 clusters Score -1361056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1361097.625000 Penalty: 4668.338867
	Iteration 36Q: 3 clusters Score -1361098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1361125.625000 Penalty: 4668.338867
	Iteration 37Q: 3 clusters Score -1361126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1361146.375000 Penalty: 4668.338867
	Iteration 38Q: 3 clusters Score -1361146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1361164.000000 Penalty: 4668.338867
	Iteration 39Q: 3 clusters Score -1361164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1361177.500000 Penalty: 4668.338867
	Iteration 40F: 3 clusters Score -1361178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1361193.500000 Penalty: 4668.338867
	Iteration 41Q: 3 clusters Score -1361194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1361201.875000 Penalty: 4668.338867
	Iteration 42Q: 3 clusters Score -1361202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1361219.000000 Penalty: 4668.338867
	Iteration 43Q: 3 clusters Score -1361219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1361228.625000 Penalty: 4668.338867
	Iteration 44Q: 3 clusters Score -1361229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1361235.125000 Penalty: 4668.338867
	Iteration 45Q: 3 clusters Score -1361235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1361241.625000 Penalty: 4668.338867
	Iteration 46Q: 3 clusters Score -1361242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1361245.000000 Penalty: 4668.338867
	Iteration 47Q: 3 clusters Score -1361245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1361249.875000 Penalty: 4668.338867
	Iteration 48Q: 3 clusters Score -1361250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1361254.000000 Penalty: 4668.338867
	Iteration 49Q: 3 clusters Score -1361254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1361260.875000 Penalty: 4668.338867
	Iteration 50Q: 3 clusters Score -1361261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1361266.750000 Penalty: 4668.338867
	Iteration 51Q: 3 clusters Score -1361267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1361270.125000 Penalty: 4668.338867
	Iteration 52Q: 3 clusters Score -1361270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1361277.000000 Penalty: 4668.338867
	Iteration 53Q: 3 clusters Score -1361277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1361282.625000 Penalty: 4668.338867
	Iteration 54Q: 3 clusters Score -1361283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1361286.625000 Penalty: 4668.338867
	Iteration 55Q: 3 clusters Score -1361287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1361289.875000 Penalty: 4668.338867
	Iteration 56Q: 3 clusters Score -1361290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1361291.125000 Penalty: 4668.338867
	Iteration 57Q: 3 clusters Score -1361291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1361295.000000 Penalty: 4668.338867
	Iteration 58Q: 3 clusters Score -1361295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1361295.625000 Penalty: 4668.338867
	Iteration 59Q: 3 clusters Score -1361296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1361296.125000 Penalty: 4668.338867
	Iteration 60F: 3 clusters Score -1361296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1361298.000000 Penalty: 4668.338867
	Iteration 61Q: 3 clusters Score -1361298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1361300.750000 Penalty: 4668.338867
	Iteration 62Q: 3 clusters Score -1361301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1361301.875000 Penalty: 4668.338867
	Iteration 63Q: 3 clusters Score -1361302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1361302.375000 Penalty: 4668.338867
	Iteration 64Q: 3 clusters Score -1361302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1361304.125000 Penalty: 4668.338867
	Iteration 65Q: 3 clusters Score -1361304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1361304.000000 Penalty: 4668.338867
	Iteration 66Q: 3 clusters Score -1361304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1361306.000000 Penalty: 4668.338867
	Iteration 67Q: 3 clusters Score -1361306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1361306.000000 Penalty: 4668.338867
	Iteration 68F: 3 clusters Score -1361306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1306039.375000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1306039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1296791.375000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1296791 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1300272.125000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1300272 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1301159.375000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1301159 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1301917.875000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1301918 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1302582.250000 Penalty: 4684.493164
	Iteration 4F: 3 clusters Score -1302582 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1303114.875000 Penalty: 4684.493164
	Iteration 5F: 3 clusters Score -1303115 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1303576.750000 Penalty: 4684.493164
	Iteration 6F: 3 clusters Score -1303577 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1303997.750000 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1303998 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1304342.875000 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1304343 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1304623.750000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1304624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1304811.875000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1304812 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1304950.000000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1304950 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1305056.375000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1305056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1305132.625000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1305133 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1305185.125000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1305185 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1305227.125000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1305227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1305269.500000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1305270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1305303.750000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1305304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1305334.250000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1305334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1305353.250000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1305353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1305374.000000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1305374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1305378.000000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1305378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1305385.250000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1305385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1305385.750000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1305386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1305390.625000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1305391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1305397.125000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1305397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1305395.375000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1305395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1305398.000000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1305398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1305400.250000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1305400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1305396.250000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1305396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1305396.375000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1305396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1305398.750000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1305399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1305399.125000 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1305399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1305399.125000 Penalty: 4684.493164
	Iteration 33F: 3 clusters Score -1305399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -309497.312500 Penalty: 2013.463135
	Iteration 0F: 2 clusters Score -309497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -306016.281250 Penalty: 4026.926270
	Iteration 0F: 3 clusters Score -306016.3 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -307097.687500 Penalty: 4026.926270
	Iteration 1F: 3 clusters Score -307097.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -307534.625000 Penalty: 4026.926270
	Iteration 2F: 3 clusters Score -307534.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -307913.375000 Penalty: 4026.926270
	Iteration 3F: 3 clusters Score -307913.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -308203.843750 Penalty: 4026.926270
	Iteration 4F: 3 clusters Score -308203.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -308452.218750 Penalty: 4026.926270
	Iteration 5F: 3 clusters Score -308452.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -308636.750000 Penalty: 4026.926270
	Iteration 6Q: 3 clusters Score -308636.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -308711.875000 Penalty: 4026.926270
	Iteration 7Q: 3 clusters Score -308711.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -308756.281250 Penalty: 4026.926270
	Iteration 8Q: 3 clusters Score -308756.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -308783.562500 Penalty: 4026.926270
	Iteration 9Q: 3 clusters Score -308783.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -308805.281250 Penalty: 4026.926270
	Iteration 10Q: 3 clusters Score -308805.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -308817.718750 Penalty: 4026.926270
	Iteration 11Q: 3 clusters Score -308817.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -308828.437500 Penalty: 4026.926270
	Iteration 12Q: 3 clusters Score -308828.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -308838.375000 Penalty: 4026.926270
	Iteration 13Q: 3 clusters Score -308838.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -308841.375000 Penalty: 4026.926270
	Iteration 14Q: 3 clusters Score -308841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -308846.281250 Penalty: 4026.926270
	Iteration 15Q: 3 clusters Score -308846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -308850.781250 Penalty: 4026.926270
	Iteration 16Q: 3 clusters Score -308850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -308854.718750 Penalty: 4026.926270
	Iteration 17Q: 3 clusters Score -308854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -308859.312500 Penalty: 4026.926270
	Iteration 18Q: 3 clusters Score -308859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -308863.250000 Penalty: 4026.926270
	Iteration 19Q: 3 clusters Score -308863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -308865.000000 Penalty: 4026.926270
	Iteration 20F: 3 clusters Score -308865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -308865.875000 Penalty: 4026.926270
	Iteration 21Q: 3 clusters Score -308865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -308866.625000 Penalty: 4026.926270
	Iteration 22Q: 3 clusters Score -308866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -308867.812500 Penalty: 4026.926270
	Iteration 23Q: 3 clusters Score -308867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -308869.312500 Penalty: 4026.926270
	Iteration 24Q: 3 clusters Score -308869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -308870.562500 Penalty: 4026.926270
	Iteration 25Q: 3 clusters Score -308870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -308871.812500 Penalty: 4026.926270
	Iteration 26Q: 3 clusters Score -308871.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -308871.812500 Penalty: 4026.926270
	Iteration 27F: 3 clusters Score -308871.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Entering Unmasked Estep 
Score: -917607.625000 Penalty: 2244.529785
	Iteration 0F: 2 clusters Score -917607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -910923.312500 Penalty: 4489.059570
	Iteration 0F: 3 clusters Score -910923.3 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -912866.625000 Penalty: 4489.059570
	Iteration 1F: 3 clusters Score -912866.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -913236.000000 Penalty: 4489.059570
	Iteration 2F: 3 clusters Score -913236 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -913553.500000 Penalty: 4489.059570
	Iteration 3F: 3 clusters Score -913553.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -913910.562500 Penalty: 4489.059570
	Iteration 4F: 3 clusters Score -913910.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -914339.562500 Penalty: 4489.059570
	Iteration 5F: 3 clusters Score -914339.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -914785.062500 Penalty: 4489.059570
	Iteration 6F: 3 clusters Score -914785.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -915185.000000 Penalty: 4489.059570
	Iteration 7F: 3 clusters Score -915185 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -915492.687500 Penalty: 4489.059570
	Iteration 8Q: 3 clusters Score -915492.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -915704.937500 Penalty: 4489.059570
	Iteration 9Q: 3 clusters Score -915704.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -915856.000000 Penalty: 4489.059570
	Iteration 10Q: 3 clusters Score -915856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -915960.062500 Penalty: 4489.059570
	Iteration 11Q: 3 clusters Score -915960.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -916028.125000 Penalty: 4489.059570
	Iteration 12Q: 3 clusters Score -916028.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -916069.937500 Penalty: 4489.059570
	Iteration 13Q: 3 clusters Score -916069.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -916106.500000 Penalty: 4489.059570
	Iteration 14Q: 3 clusters Score -916106.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -916127.250000 Penalty: 4489.059570
	Iteration 15Q: 3 clusters Score -916127.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -916145.062500 Penalty: 4489.059570
	Iteration 16Q: 3 clusters Score -916145.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -916158.500000 Penalty: 4489.059570
	Iteration 17Q: 3 clusters Score -916158.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -916170.812500 Penalty: 4489.059570
	Iteration 18Q: 3 clusters Score -916170.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -916179.437500 Penalty: 4489.059570
	Iteration 19Q: 3 clusters Score -916179.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -916192.312500 Penalty: 4489.059570
	Iteration 20F: 3 clusters Score -916192.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -916200.250000 Penalty: 4489.059570
	Iteration 21Q: 3 clusters Score -916200.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -916211.125000 Penalty: 4489.059570
	Iteration 22Q: 3 clusters Score -916211.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -916221.812500 Penalty: 4489.059570
	Iteration 23Q: 3 clusters Score -916221.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -916230.250000 Penalty: 4489.059570
	Iteration 24Q: 3 clusters Score -916230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -916241.750000 Penalty: 4489.059570
	Iteration 25Q: 3 clusters Score -916241.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -916246.062500 Penalty: 4489.059570
	Iteration 26Q: 3 clusters Score -916246.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -916249.312500 Penalty: 4489.059570
	Iteration 27Q: 3 clusters Score -916249.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -916256.937500 Penalty: 4489.059570
	Iteration 28Q: 3 clusters Score -916256.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -916261.000000 Penalty: 4489.059570
	Iteration 29Q: 3 clusters Score -916261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -916269.500000 Penalty: 4489.059570
	Iteration 30Q: 3 clusters Score -916269.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -916273.062500 Penalty: 4489.059570
	Iteration 31Q: 3 clusters Score -916273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -916276.562500 Penalty: 4489.059570
	Iteration 32Q: 3 clusters Score -916276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -916277.687500 Penalty: 4489.059570
	Iteration 33Q: 3 clusters Score -916277.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -916283.750000 Penalty: 4489.059570
	Iteration 34Q: 3 clusters Score -916283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -916285.750000 Penalty: 4489.059570
	Iteration 35Q: 3 clusters Score -916285.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -916288.437500 Penalty: 4489.059570
	Iteration 36Q: 3 clusters Score -916288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -916289.062500 Penalty: 4489.059570
	Iteration 37Q: 3 clusters Score -916289.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -916291.875000 Penalty: 4489.059570
	Iteration 38Q: 3 clusters Score -916291.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -916294.437500 Penalty: 4489.059570
	Iteration 39Q: 3 clusters Score -916294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -916294.125000 Penalty: 4489.059570
	Iteration 40F: 3 clusters Score -916294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -916296.937500 Penalty: 4489.059570
	Iteration 41Q: 3 clusters Score -916296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -916297.562500 Penalty: 4489.059570
	Iteration 42Q: 3 clusters Score -916297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -916298.625000 Penalty: 4489.059570
	Iteration 43Q: 3 clusters Score -916298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -916298.062500 Penalty: 4489.059570
	Iteration 44Q: 3 clusters Score -916298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -916299.500000 Penalty: 4489.059570
	Iteration 45Q: 3 clusters Score -916299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -916302.750000 Penalty: 4489.059570
	Iteration 46Q: 3 clusters Score -916302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -916304.250000 Penalty: 4489.059570
	Iteration 47Q: 3 clusters Score -916304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -916306.562500 Penalty: 4489.059570
	Iteration 48Q: 3 clusters Score -916306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -916307.250000 Penalty: 4489.059570
	Iteration 49Q: 3 clusters Score -916307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -916309.812500 Penalty: 4489.059570
	Iteration 50Q: 3 clusters Score -916309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -916312.750000 Penalty: 4489.059570
	Iteration 51Q: 3 clusters Score -916312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -916316.500000 Penalty: 4489.059570
	Iteration 52Q: 3 clusters Score -916316.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -916318.500000 Penalty: 4489.059570
	Iteration 53Q: 3 clusters Score -916318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -916318.062500 Penalty: 4489.059570
	Iteration 54Q: 3 clusters Score -916318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -916318.437500 Penalty: 4489.059570
	Iteration 55Q: 3 clusters Score -916318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -916318.500000 Penalty: 4489.059570
	Iteration 56Q: 3 clusters Score -916318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -916318.500000 Penalty: 4489.059570
	Iteration 57F: 3 clusters Score -916318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -579853.812500 Penalty: 2143.974609
	Iteration 0F: 2 clusters Score -579853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -574840.812500 Penalty: 4287.949219
	Iteration 0F: 3 clusters Score -574840.8 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -576148.812500 Penalty: 4287.949219
	Iteration 1F: 3 clusters Score -576148.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -576442.312500 Penalty: 4287.949219
	Iteration 2F: 3 clusters Score -576442.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -576637.875000 Penalty: 4287.949219
	Iteration 3F: 3 clusters Score -576637.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -576783.250000 Penalty: 4287.949219
	Iteration 4Q: 3 clusters Score -576783.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -576913.125000 Penalty: 4287.949219
	Iteration 5Q: 3 clusters Score -576913.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -577017.375000 Penalty: 4287.949219
	Iteration 6Q: 3 clusters Score -577017.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -577117.187500 Penalty: 4287.949219
	Iteration 7Q: 3 clusters Score -577117.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -577189.687500 Penalty: 4287.949219
	Iteration 8Q: 3 clusters Score -577189.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -577256.375000 Penalty: 4287.949219
	Iteration 9Q: 3 clusters Score -577256.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -577308.375000 Penalty: 4287.949219
	Iteration 10Q: 3 clusters Score -577308.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -577341.312500 Penalty: 4287.949219
	Iteration 11Q: 3 clusters Score -577341.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -577374.750000 Penalty: 4287.949219
	Iteration 12Q: 3 clusters Score -577374.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -577402.937500 Penalty: 4287.949219
	Iteration 13Q: 3 clusters Score -577402.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -577420.312500 Penalty: 4287.949219
	Iteration 14Q: 3 clusters Score -577420.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -577433.312500 Penalty: 4287.949219
	Iteration 15Q: 3 clusters Score -577433.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -577454.375000 Penalty: 4287.949219
	Iteration 16Q: 3 clusters Score -577454.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -577466.875000 Penalty: 4287.949219
	Iteration 17Q: 3 clusters Score -577466.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -577476.187500 Penalty: 4287.949219
	Iteration 18Q: 3 clusters Score -577476.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -577484.125000 Penalty: 4287.949219
	Iteration 19Q: 3 clusters Score -577484.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -577491.562500 Penalty: 4287.949219
	Iteration 20F: 3 clusters Score -577491.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -577494.500000 Penalty: 4287.949219
	Iteration 21Q: 3 clusters Score -577494.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -577498.187500 Penalty: 4287.949219
	Iteration 22Q: 3 clusters Score -577498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -577498.812500 Penalty: 4287.949219
	Iteration 23Q: 3 clusters Score -577498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -577499.687500 Penalty: 4287.949219
	Iteration 24Q: 3 clusters Score -577499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -577500.125000 Penalty: 4287.949219
	Iteration 25Q: 3 clusters Score -577500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -577501.000000 Penalty: 4287.949219
	Iteration 26Q: 3 clusters Score -577501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -577501.187500 Penalty: 4287.949219
	Iteration 27Q: 3 clusters Score -577501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -577502.437500 Penalty: 4287.949219
	Iteration 28Q: 3 clusters Score -577502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -577506.062500 Penalty: 4287.949219
	Iteration 29Q: 3 clusters Score -577506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -577506.625000 Penalty: 4287.949219
	Iteration 30Q: 3 clusters Score -577506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -577510.437500 Penalty: 4287.949219
	Iteration 31Q: 3 clusters Score -577510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -577511.562500 Penalty: 4287.949219
	Iteration 32Q: 3 clusters Score -577511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -577512.437500 Penalty: 4287.949219
	Iteration 33Q: 3 clusters Score -577512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -577517.187500 Penalty: 4287.949219
	Iteration 34Q: 3 clusters Score -577517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -577520.437500 Penalty: 4287.949219
	Iteration 35Q: 3 clusters Score -577520.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -577522.562500 Penalty: 4287.949219
	Iteration 36Q: 3 clusters Score -577522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -577526.500000 Penalty: 4287.949219
	Iteration 37Q: 3 clusters Score -577526.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -577529.875000 Penalty: 4287.949219
	Iteration 38Q: 3 clusters Score -577529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -577531.187500 Penalty: 4287.949219
	Iteration 39Q: 3 clusters Score -577531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -577534.062500 Penalty: 4287.949219
	Iteration 40F: 3 clusters Score -577534.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -577535.750000 Penalty: 4287.949219
	Iteration 41Q: 3 clusters Score -577535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -577537.625000 Penalty: 4287.949219
	Iteration 42Q: 3 clusters Score -577537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -577540.500000 Penalty: 4287.949219
	Iteration 43Q: 3 clusters Score -577540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -577540.562500 Penalty: 4287.949219
	Iteration 44Q: 3 clusters Score -577540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -577545.312500 Penalty: 4287.949219
	Iteration 45Q: 3 clusters Score -577545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -577548.437500 Penalty: 4287.949219
	Iteration 46Q: 3 clusters Score -577548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -577547.937500 Penalty: 4287.949219
	Iteration 47Q: 3 clusters Score -577547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -577548.625000 Penalty: 4287.949219
	Iteration 48Q: 3 clusters Score -577548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -577550.187500 Penalty: 4287.949219
	Iteration 49Q: 3 clusters Score -577550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -577553.375000 Penalty: 4287.949219
	Iteration 50Q: 3 clusters Score -577553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -577555.812500 Penalty: 4287.949219
	Iteration 51Q: 3 clusters Score -577555.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -577559.375000 Penalty: 4287.949219
	Iteration 52Q: 3 clusters Score -577559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -577560.375000 Penalty: 4287.949219
	Iteration 53Q: 3 clusters Score -577560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -577560.875000 Penalty: 4287.949219
	Iteration 54Q: 3 clusters Score -577560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -577562.375000 Penalty: 4287.949219
	Iteration 55Q: 3 clusters Score -577562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -577564.875000 Penalty: 4287.949219
	Iteration 56Q: 3 clusters Score -577564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -577567.000000 Penalty: 4287.949219
	Iteration 57Q: 3 clusters Score -577567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -577571.625000 Penalty: 4287.949219
	Iteration 58Q: 3 clusters Score -577571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -577578.187500 Penalty: 4287.949219
	Iteration 59Q: 3 clusters Score -577578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -577582.437500 Penalty: 4287.949219
	Iteration 60F: 3 clusters Score -577582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -577585.562500 Penalty: 4287.949219
	Iteration 61Q: 3 clusters Score -577585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -577589.312500 Penalty: 4287.949219
	Iteration 62Q: 3 clusters Score -577589.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -577594.125000 Penalty: 4287.949219
	Iteration 63Q: 3 clusters Score -577594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -577595.812500 Penalty: 4287.949219
	Iteration 64Q: 3 clusters Score -577595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -577599.000000 Penalty: 4287.949219
	Iteration 65Q: 3 clusters Score -577599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -577601.750000 Penalty: 4287.949219
	Iteration 66Q: 3 clusters Score -577601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -577601.812500 Penalty: 4287.949219
	Iteration 67Q: 3 clusters Score -577601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -577603.250000 Penalty: 4287.949219
	Iteration 68Q: 3 clusters Score -577603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -577604.500000 Penalty: 4287.949219
	Iteration 69Q: 3 clusters Score -577604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -577606.375000 Penalty: 4287.949219
	Iteration 70Q: 3 clusters Score -577606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -577607.375000 Penalty: 4287.949219
	Iteration 71Q: 3 clusters Score -577607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -577610.312500 Penalty: 4287.949219
	Iteration 72Q: 3 clusters Score -577610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -577610.562500 Penalty: 4287.949219
	Iteration 73Q: 3 clusters Score -577610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -577610.500000 Penalty: 4287.949219
	Iteration 74Q: 3 clusters Score -577610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -577609.937500 Penalty: 4287.949219
	Iteration 75Q: 3 clusters Score -577609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -577612.187500 Penalty: 4287.949219
	Iteration 76Q: 3 clusters Score -577612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -577613.437500 Penalty: 4287.949219
	Iteration 77Q: 3 clusters Score -577613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -577614.062500 Penalty: 4287.949219
	Iteration 78Q: 3 clusters Score -577614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -577614.375000 Penalty: 4287.949219
	Iteration 79Q: 3 clusters Score -577614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -577614.250000 Penalty: 4287.949219
	Iteration 80F: 3 clusters Score -577614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -279769.250000 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -279769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276811.125000 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -276811.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -277429.000000 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -277429 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -277562.593750 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -277562.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -277647.875000 Penalty: 3883.891113
	Iteration 3Q: 3 clusters Score -277647.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277725.750000 Penalty: 3883.891113
	Iteration 4Q: 3 clusters Score -277725.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277787.031250 Penalty: 3883.891113
	Iteration 5Q: 3 clusters Score -277787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277827.375000 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -277827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277853.562500 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -277853.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -277871.718750 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -277871.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -277888.562500 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -277888.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -277900.593750 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -277900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -277914.718750 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -277914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277930.687500 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -277930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -277946.000000 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -277946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -277959.781250 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -277959.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -277972.843750 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -277972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -277980.781250 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -277980.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -277988.531250 Penalty: 3883.891113
	Iteration 17Q: 3 clusters Score -277988.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -277993.562500 Penalty: 3883.891113
	Iteration 18Q: 3 clusters Score -277993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -277999.750000 Penalty: 3883.891113
	Iteration 19Q: 3 clusters Score -277999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278006.562500 Penalty: 3883.891113
	Iteration 20F: 3 clusters Score -278006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278009.906250 Penalty: 3883.891113
	Iteration 21Q: 3 clusters Score -278009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -278012.187500 Penalty: 3883.891113
	Iteration 22Q: 3 clusters Score -278012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -278014.968750 Penalty: 3883.891113
	Iteration 23Q: 3 clusters Score -278015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278016.968750 Penalty: 3883.891113
	Iteration 24Q: 3 clusters Score -278017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278020.250000 Penalty: 3883.891113
	Iteration 25Q: 3 clusters Score -278020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -278022.906250 Penalty: 3883.891113
	Iteration 26Q: 3 clusters Score -278022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -278025.656250 Penalty: 3883.891113
	Iteration 27Q: 3 clusters Score -278025.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -278030.000000 Penalty: 3883.891113
	Iteration 28Q: 3 clusters Score -278030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -278034.812500 Penalty: 3883.891113
	Iteration 29Q: 3 clusters Score -278034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -278044.156250 Penalty: 3883.891113
	Iteration 30Q: 3 clusters Score -278044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -278054.500000 Penalty: 3883.891113
	Iteration 31Q: 3 clusters Score -278054.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278063.031250 Penalty: 3883.891113
	Iteration 32Q: 3 clusters Score -278063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -278074.093750 Penalty: 3883.891113
	Iteration 33Q: 3 clusters Score -278074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278083.750000 Penalty: 3883.891113
	Iteration 34Q: 3 clusters Score -278083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -278087.937500 Penalty: 3883.891113
	Iteration 35Q: 3 clusters Score -278087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -278092.468750 Penalty: 3883.891113
	Iteration 36Q: 3 clusters Score -278092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -278098.281250 Penalty: 3883.891113
	Iteration 37Q: 3 clusters Score -278098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278102.125000 Penalty: 3883.891113
	Iteration 38Q: 3 clusters Score -278102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278103.718750 Penalty: 3883.891113
	Iteration 39Q: 3 clusters Score -278103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278105.656250 Penalty: 3883.891113
	Iteration 40F: 3 clusters Score -278105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278106.656250 Penalty: 3883.891113
	Iteration 41Q: 3 clusters Score -278106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278108.593750 Penalty: 3883.891113
	Iteration 42Q: 3 clusters Score -278108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278109.562500 Penalty: 3883.891113
	Iteration 43Q: 3 clusters Score -278109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -278109.843750 Penalty: 3883.891113
	Iteration 44Q: 3 clusters Score -278109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278110.687500 Penalty: 3883.891113
	Iteration 45Q: 3 clusters Score -278110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278110.687500 Penalty: 3883.891113
	Iteration 46F: 3 clusters Score -278110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Entering Unmasked Estep 
Score: -775939.062500 Penalty: 2206.319824
	Iteration 0F: 2 clusters Score -775939.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -769984.250000 Penalty: 4412.639648
	Iteration 0F: 3 clusters Score -769984.2 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -771628.312500 Penalty: 4412.639648
	Iteration 1F: 3 clusters Score -771628.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -771965.750000 Penalty: 4412.639648
	Iteration 2F: 3 clusters Score -771965.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -772267.062500 Penalty: 4412.639648
	Iteration 3F: 3 clusters Score -772267.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -772575.062500 Penalty: 4412.639648
	Iteration 4F: 3 clusters Score -772575.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -772814.562500 Penalty: 4412.639648
	Iteration 5F: 3 clusters Score -772814.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -773027.687500 Penalty: 4412.639648
	Iteration 6Q: 3 clusters Score -773027.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -773179.125000 Penalty: 4412.639648
	Iteration 7Q: 3 clusters Score -773179.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -773310.000000 Penalty: 4412.639648
	Iteration 8Q: 3 clusters Score -773310 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -773407.062500 Penalty: 4412.639648
	Iteration 9Q: 3 clusters Score -773407.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -773492.125000 Penalty: 4412.639648
	Iteration 10Q: 3 clusters Score -773492.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -773553.375000 Penalty: 4412.639648
	Iteration 11Q: 3 clusters Score -773553.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -773616.625000 Penalty: 4412.639648
	Iteration 12Q: 3 clusters Score -773616.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -773672.687500 Penalty: 4412.639648
	Iteration 13Q: 3 clusters Score -773672.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -773721.250000 Penalty: 4412.639648
	Iteration 14Q: 3 clusters Score -773721.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -773755.062500 Penalty: 4412.639648
	Iteration 15Q: 3 clusters Score -773755.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -773783.937500 Penalty: 4412.639648
	Iteration 16Q: 3 clusters Score -773783.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -773800.687500 Penalty: 4412.639648
	Iteration 17Q: 3 clusters Score -773800.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -773812.375000 Penalty: 4412.639648
	Iteration 18Q: 3 clusters Score -773812.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -773823.187500 Penalty: 4412.639648
	Iteration 19Q: 3 clusters Score -773823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -773827.062500 Penalty: 4412.639648
	Iteration 20F: 3 clusters Score -773827.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -773831.312500 Penalty: 4412.639648
	Iteration 21Q: 3 clusters Score -773831.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -773836.875000 Penalty: 4412.639648
	Iteration 22Q: 3 clusters Score -773836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -773841.437500 Penalty: 4412.639648
	Iteration 23Q: 3 clusters Score -773841.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -773843.625000 Penalty: 4412.639648
	Iteration 24Q: 3 clusters Score -773843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -773846.937500 Penalty: 4412.639648
	Iteration 25Q: 3 clusters Score -773846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -773848.437500 Penalty: 4412.639648
	Iteration 26Q: 3 clusters Score -773848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -773851.750000 Penalty: 4412.639648
	Iteration 27Q: 3 clusters Score -773851.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -773857.750000 Penalty: 4412.639648
	Iteration 28Q: 3 clusters Score -773857.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -773860.500000 Penalty: 4412.639648
	Iteration 29Q: 3 clusters Score -773860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -773861.375000 Penalty: 4412.639648
	Iteration 30Q: 3 clusters Score -773861.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -773867.562500 Penalty: 4412.639648
	Iteration 31Q: 3 clusters Score -773867.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -773866.625000 Penalty: 4412.639648
	Iteration 32Q: 3 clusters Score -773866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -773872.187500 Penalty: 4412.639648
	Iteration 33Q: 3 clusters Score -773872.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -773873.937500 Penalty: 4412.639648
	Iteration 34Q: 3 clusters Score -773873.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -773878.000000 Penalty: 4412.639648
	Iteration 35Q: 3 clusters Score -773878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -773878.937500 Penalty: 4412.639648
	Iteration 36Q: 3 clusters Score -773878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -773882.500000 Penalty: 4412.639648
	Iteration 37Q: 3 clusters Score -773882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -773880.250000 Penalty: 4412.639648
	Iteration 38Q: 3 clusters Score -773880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -773882.187500 Penalty: 4412.639648
	Iteration 39Q: 3 clusters Score -773882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -773881.625000 Penalty: 4412.639648
	Iteration 40F: 3 clusters Score -773881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -527611.062500 Penalty: 2103.941895
	Iteration 0F: 2 clusters Score -527611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -523182.812500 Penalty: 4207.883789
	Iteration 0F: 3 clusters Score -523182.8 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -524470.562500 Penalty: 4207.883789
	Iteration 1F: 3 clusters Score -524470.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -524842.500000 Penalty: 4207.883789
	Iteration 2F: 3 clusters Score -524842.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -525182.812500 Penalty: 4207.883789
	Iteration 3F: 3 clusters Score -525182.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -525516.062500 Penalty: 4207.883789
	Iteration 4F: 3 clusters Score -525516.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -525840.437500 Penalty: 4207.883789
	Iteration 5F: 3 clusters Score -525840.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -526093.062500 Penalty: 4207.883789
	Iteration 6F: 3 clusters Score -526093.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -526276.812500 Penalty: 4207.883789
	Iteration 7Q: 3 clusters Score -526276.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -526401.000000 Penalty: 4207.883789
	Iteration 8Q: 3 clusters Score -526401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -526502.812500 Penalty: 4207.883789
	Iteration 9Q: 3 clusters Score -526502.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -526608.250000 Penalty: 4207.883789
	Iteration 10Q: 3 clusters Score -526608.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -526718.562500 Penalty: 4207.883789
	Iteration 11Q: 3 clusters Score -526718.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -526872.937500 Penalty: 4207.883789
	Iteration 12Q: 3 clusters Score -526872.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -527050.250000 Penalty: 4207.883789
	Iteration 13Q: 3 clusters Score -527050.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -527170.437500 Penalty: 4207.883789
	Iteration 14Q: 3 clusters Score -527170.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -527289.562500 Penalty: 4207.883789
	Iteration 15Q: 3 clusters Score -527289.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -527420.187500 Penalty: 4207.883789
	Iteration 16Q: 3 clusters Score -527420.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -527520.562500 Penalty: 4207.883789
	Iteration 17Q: 3 clusters Score -527520.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -527569.562500 Penalty: 4207.883789
	Iteration 18Q: 3 clusters Score -527569.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -527589.437500 Penalty: 4207.883789
	Iteration 19Q: 3 clusters Score -527589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -527598.500000 Penalty: 4207.883789
	Iteration 20F: 3 clusters Score -527598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -527603.562500 Penalty: 4207.883789
	Iteration 21Q: 3 clusters Score -527603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -527604.937500 Penalty: 4207.883789
	Iteration 22Q: 3 clusters Score -527604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -527608.187500 Penalty: 4207.883789
	Iteration 23Q: 3 clusters Score -527608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -527608.062500 Penalty: 4207.883789
	Iteration 24Q: 3 clusters Score -527608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -527608.062500 Penalty: 4207.883789
	Iteration 25F: 3 clusters Score -527608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -432090.718750 Penalty: 2086.024414
	Iteration 0F: 2 clusters Score -432090.7 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 2277 members 
Entering Unmasked Estep 
Score: -427920.937500 Penalty: 4172.048828
	Iteration 0F: 3 clusters Score -427920.9 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -428961.906250 Penalty: 4172.048828
	Iteration 1F: 3 clusters Score -428961.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -429297.343750 Penalty: 4172.048828
	Iteration 2F: 3 clusters Score -429297.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -429564.500000 Penalty: 4172.048828
	Iteration 3F: 3 clusters Score -429564.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -429799.906250 Penalty: 4172.048828
	Iteration 4F: 3 clusters Score -429799.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -429978.687500 Penalty: 4172.048828
	Iteration 5Q: 3 clusters Score -429978.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -430125.468750 Penalty: 4172.048828
	Iteration 6Q: 3 clusters Score -430125.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -430235.843750 Penalty: 4172.048828
	Iteration 7Q: 3 clusters Score -430235.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -430303.093750 Penalty: 4172.048828
	Iteration 8Q: 3 clusters Score -430303.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -430359.406250 Penalty: 4172.048828
	Iteration 9Q: 3 clusters Score -430359.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -430400.500000 Penalty: 4172.048828
	Iteration 10Q: 3 clusters Score -430400.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -430437.906250 Penalty: 4172.048828
	Iteration 11Q: 3 clusters Score -430437.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -430465.093750 Penalty: 4172.048828
	Iteration 12Q: 3 clusters Score -430465.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -430486.250000 Penalty: 4172.048828
	Iteration 13Q: 3 clusters Score -430486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -430502.781250 Penalty: 4172.048828
	Iteration 14Q: 3 clusters Score -430502.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -430508.093750 Penalty: 4172.048828
	Iteration 15Q: 3 clusters Score -430508.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -430514.031250 Penalty: 4172.048828
	Iteration 16Q: 3 clusters Score -430514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -430517.781250 Penalty: 4172.048828
	Iteration 17Q: 3 clusters Score -430517.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -430527.093750 Penalty: 4172.048828
	Iteration 18Q: 3 clusters Score -430527.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -430531.812500 Penalty: 4172.048828
	Iteration 19Q: 3 clusters Score -430531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -430536.625000 Penalty: 4172.048828
	Iteration 20F: 3 clusters Score -430536.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -430545.843750 Penalty: 4172.048828
	Iteration 21Q: 3 clusters Score -430545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -430549.468750 Penalty: 4172.048828
	Iteration 22Q: 3 clusters Score -430549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -430553.562500 Penalty: 4172.048828
	Iteration 23Q: 3 clusters Score -430553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -430558.343750 Penalty: 4172.048828
	Iteration 24Q: 3 clusters Score -430558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -430562.968750 Penalty: 4172.048828
	Iteration 25Q: 3 clusters Score -430563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -430564.968750 Penalty: 4172.048828
	Iteration 26Q: 3 clusters Score -430565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -430567.406250 Penalty: 4172.048828
	Iteration 27Q: 3 clusters Score -430567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -430569.125000 Penalty: 4172.048828
	Iteration 28Q: 3 clusters Score -430569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -430570.562500 Penalty: 4172.048828
	Iteration 29Q: 3 clusters Score -430570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -430570.687500 Penalty: 4172.048828
	Iteration 30Q: 3 clusters Score -430570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -430570.531250 Penalty: 4172.048828
	Iteration 31Q: 3 clusters Score -430570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -430572.218750 Penalty: 4172.048828
	Iteration 32Q: 3 clusters Score -430572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -430573.906250 Penalty: 4172.048828
	Iteration 33Q: 3 clusters Score -430573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -430577.656250 Penalty: 4172.048828
	Iteration 34Q: 3 clusters Score -430577.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -430581.281250 Penalty: 4172.048828
	Iteration 35Q: 3 clusters Score -430581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -430583.906250 Penalty: 4172.048828
	Iteration 36Q: 3 clusters Score -430583.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -430591.593750 Penalty: 4172.048828
	Iteration 37Q: 3 clusters Score -430591.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -430599.062500 Penalty: 4172.048828
	Iteration 38Q: 3 clusters Score -430599.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -430607.031250 Penalty: 4172.048828
	Iteration 39Q: 3 clusters Score -430607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -430617.406250 Penalty: 4172.048828
	Iteration 40F: 3 clusters Score -430617.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -430624.093750 Penalty: 4172.048828
	Iteration 41Q: 3 clusters Score -430624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -430631.062500 Penalty: 4172.048828
	Iteration 42Q: 3 clusters Score -430631.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -430639.562500 Penalty: 4172.048828
	Iteration 43Q: 3 clusters Score -430639.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -430642.531250 Penalty: 4172.048828
	Iteration 44Q: 3 clusters Score -430642.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -430648.125000 Penalty: 4172.048828
	Iteration 45Q: 3 clusters Score -430648.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -430656.468750 Penalty: 4172.048828
	Iteration 46Q: 3 clusters Score -430656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -430660.937500 Penalty: 4172.048828
	Iteration 47Q: 3 clusters Score -430660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -430667.406250 Penalty: 4172.048828
	Iteration 48Q: 3 clusters Score -430667.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -430671.562500 Penalty: 4172.048828
	Iteration 49Q: 3 clusters Score -430671.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -430675.312500 Penalty: 4172.048828
	Iteration 50Q: 3 clusters Score -430675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -430676.593750 Penalty: 4172.048828
	Iteration 51Q: 3 clusters Score -430676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -430679.218750 Penalty: 4172.048828
	Iteration 52Q: 3 clusters Score -430679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -430680.593750 Penalty: 4172.048828
	Iteration 53Q: 3 clusters Score -430680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -430682.281250 Penalty: 4172.048828
	Iteration 54Q: 3 clusters Score -430682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -430684.000000 Penalty: 4172.048828
	Iteration 55Q: 3 clusters Score -430684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -430685.562500 Penalty: 4172.048828
	Iteration 56Q: 3 clusters Score -430685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -430688.093750 Penalty: 4172.048828
	Iteration 57Q: 3 clusters Score -430688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -430689.031250 Penalty: 4172.048828
	Iteration 58Q: 3 clusters Score -430689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -430691.562500 Penalty: 4172.048828
	Iteration 59Q: 3 clusters Score -430691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -430693.531250 Penalty: 4172.048828
	Iteration 60F: 3 clusters Score -430693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -430696.531250 Penalty: 4172.048828
	Iteration 61Q: 3 clusters Score -430696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -430700.468750 Penalty: 4172.048828
	Iteration 62Q: 3 clusters Score -430700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -430704.718750 Penalty: 4172.048828
	Iteration 63Q: 3 clusters Score -430704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -430709.781250 Penalty: 4172.048828
	Iteration 64Q: 3 clusters Score -430709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -430713.687500 Penalty: 4172.048828
	Iteration 65Q: 3 clusters Score -430713.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -430717.781250 Penalty: 4172.048828
	Iteration 66Q: 3 clusters Score -430717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -430720.687500 Penalty: 4172.048828
	Iteration 67Q: 3 clusters Score -430720.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -430726.218750 Penalty: 4172.048828
	Iteration 68Q: 3 clusters Score -430726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -430733.937500 Penalty: 4172.048828
	Iteration 69Q: 3 clusters Score -430733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -430741.031250 Penalty: 4172.048828
	Iteration 70Q: 3 clusters Score -430741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -430744.593750 Penalty: 4172.048828
	Iteration 71Q: 3 clusters Score -430744.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -430749.312500 Penalty: 4172.048828
	Iteration 72Q: 3 clusters Score -430749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -430750.093750 Penalty: 4172.048828
	Iteration 73Q: 3 clusters Score -430750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -430749.718750 Penalty: 4172.048828
	Iteration 74Q: 3 clusters Score -430749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -430749.718750 Penalty: 4172.048828
	Iteration 75F: 3 clusters Score -430749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -782676.062500 Penalty: 2213.050781
	Iteration 0F: 2 clusters Score -782676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -776579.062500 Penalty: 4426.101562
	Iteration 0F: 3 clusters Score -776579.1 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -778416.687500 Penalty: 4426.101562
	Iteration 1F: 3 clusters Score -778416.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -778800.062500 Penalty: 4426.101562
	Iteration 2F: 3 clusters Score -778800.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -779131.750000 Penalty: 4426.101562
	Iteration 3F: 3 clusters Score -779131.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -779498.187500 Penalty: 4426.101562
	Iteration 4F: 3 clusters Score -779498.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -779890.750000 Penalty: 4426.101562
	Iteration 5F: 3 clusters Score -779890.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -780395.312500 Penalty: 4426.101562
	Iteration 6F: 3 clusters Score -780395.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -780980.562500 Penalty: 4426.101562
	Iteration 7F: 3 clusters Score -780980.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -781441.000000 Penalty: 4426.101562
	Iteration 8F: 3 clusters Score -781441 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -781752.062500 Penalty: 4426.101562
	Iteration 9Q: 3 clusters Score -781752.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -781937.000000 Penalty: 4426.101562
	Iteration 10Q: 3 clusters Score -781937 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -782045.625000 Penalty: 4426.101562
	Iteration 11Q: 3 clusters Score -782045.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -782131.125000 Penalty: 4426.101562
	Iteration 12Q: 3 clusters Score -782131.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -782182.125000 Penalty: 4426.101562
	Iteration 13Q: 3 clusters Score -782182.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -782227.062500 Penalty: 4426.101562
	Iteration 14Q: 3 clusters Score -782227.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -782258.062500 Penalty: 4426.101562
	Iteration 15Q: 3 clusters Score -782258.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -782275.250000 Penalty: 4426.101562
	Iteration 16Q: 3 clusters Score -782275.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -782284.875000 Penalty: 4426.101562
	Iteration 17Q: 3 clusters Score -782284.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -782294.750000 Penalty: 4426.101562
	Iteration 18Q: 3 clusters Score -782294.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -782301.250000 Penalty: 4426.101562
	Iteration 19Q: 3 clusters Score -782301.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -782310.000000 Penalty: 4426.101562
	Iteration 20F: 3 clusters Score -782310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -782315.625000 Penalty: 4426.101562
	Iteration 21Q: 3 clusters Score -782315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -782316.062500 Penalty: 4426.101562
	Iteration 22Q: 3 clusters Score -782316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -782320.875000 Penalty: 4426.101562
	Iteration 23Q: 3 clusters Score -782320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -782321.500000 Penalty: 4426.101562
	Iteration 24Q: 3 clusters Score -782321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -782322.125000 Penalty: 4426.101562
	Iteration 25Q: 3 clusters Score -782322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -782321.875000 Penalty: 4426.101562
	Iteration 26Q: 3 clusters Score -782321.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -782324.875000 Penalty: 4426.101562
	Iteration 27Q: 3 clusters Score -782324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -782327.312500 Penalty: 4426.101562
	Iteration 28Q: 3 clusters Score -782327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -782327.000000 Penalty: 4426.101562
	Iteration 29Q: 3 clusters Score -782327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -782328.937500 Penalty: 4426.101562
	Iteration 30Q: 3 clusters Score -782328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -782329.125000 Penalty: 4426.101562
	Iteration 31Q: 3 clusters Score -782329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -782329.750000 Penalty: 4426.101562
	Iteration 32Q: 3 clusters Score -782329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -782329.750000 Penalty: 4426.101562
	Iteration 33F: 3 clusters Score -782329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -508857.093750 Penalty: 2104.812256
	Iteration 0F: 2 clusters Score -508857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -504443.312500 Penalty: 4209.624512
	Iteration 0F: 3 clusters Score -504443.3 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -505487.968750 Penalty: 4209.624512
	Iteration 1F: 3 clusters Score -505488 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -505840.937500 Penalty: 4209.624512
	Iteration 2F: 3 clusters Score -505840.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -506135.125000 Penalty: 4209.624512
	Iteration 3F: 3 clusters Score -506135.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -506409.875000 Penalty: 4209.624512
	Iteration 4F: 3 clusters Score -506409.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -506652.406250 Penalty: 4209.624512
	Iteration 5F: 3 clusters Score -506652.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -506833.375000 Penalty: 4209.624512
	Iteration 6Q: 3 clusters Score -506833.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -506946.500000 Penalty: 4209.624512
	Iteration 7Q: 3 clusters Score -506946.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -507026.281250 Penalty: 4209.624512
	Iteration 8Q: 3 clusters Score -507026.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -507098.875000 Penalty: 4209.624512
	Iteration 9Q: 3 clusters Score -507098.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -507161.687500 Penalty: 4209.624512
	Iteration 10Q: 3 clusters Score -507161.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507205.656250 Penalty: 4209.624512
	Iteration 11Q: 3 clusters Score -507205.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -507232.093750 Penalty: 4209.624512
	Iteration 12Q: 3 clusters Score -507232.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -507253.312500 Penalty: 4209.624512
	Iteration 13Q: 3 clusters Score -507253.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507272.406250 Penalty: 4209.624512
	Iteration 14Q: 3 clusters Score -507272.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -507286.687500 Penalty: 4209.624512
	Iteration 15Q: 3 clusters Score -507286.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -507304.281250 Penalty: 4209.624512
	Iteration 16Q: 3 clusters Score -507304.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -507315.031250 Penalty: 4209.624512
	Iteration 17Q: 3 clusters Score -507315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -507329.218750 Penalty: 4209.624512
	Iteration 18Q: 3 clusters Score -507329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507338.718750 Penalty: 4209.624512
	Iteration 19Q: 3 clusters Score -507338.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -507349.968750 Penalty: 4209.624512
	Iteration 20F: 3 clusters Score -507350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507358.593750 Penalty: 4209.624512
	Iteration 21Q: 3 clusters Score -507358.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -507367.531250 Penalty: 4209.624512
	Iteration 22Q: 3 clusters Score -507367.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -507373.750000 Penalty: 4209.624512
	Iteration 23Q: 3 clusters Score -507373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -507379.750000 Penalty: 4209.624512
	Iteration 24Q: 3 clusters Score -507379.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -507388.812500 Penalty: 4209.624512
	Iteration 25Q: 3 clusters Score -507388.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -507402.187500 Penalty: 4209.624512
	Iteration 26Q: 3 clusters Score -507402.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -507413.531250 Penalty: 4209.624512
	Iteration 27Q: 3 clusters Score -507413.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -507422.625000 Penalty: 4209.624512
	Iteration 28Q: 3 clusters Score -507422.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -507426.625000 Penalty: 4209.624512
	Iteration 29Q: 3 clusters Score -507426.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -507430.468750 Penalty: 4209.624512
	Iteration 30Q: 3 clusters Score -507430.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -507434.781250 Penalty: 4209.624512
	Iteration 31Q: 3 clusters Score -507434.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -507438.000000 Penalty: 4209.624512
	Iteration 32Q: 3 clusters Score -507438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -507444.343750 Penalty: 4209.624512
	Iteration 33Q: 3 clusters Score -507444.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -507451.468750 Penalty: 4209.624512
	Iteration 34Q: 3 clusters Score -507451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -507458.218750 Penalty: 4209.624512
	Iteration 35Q: 3 clusters Score -507458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -507466.468750 Penalty: 4209.624512
	Iteration 36Q: 3 clusters Score -507466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -507470.625000 Penalty: 4209.624512
	Iteration 37Q: 3 clusters Score -507470.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -507476.937500 Penalty: 4209.624512
	Iteration 38Q: 3 clusters Score -507476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -507480.000000 Penalty: 4209.624512
	Iteration 39Q: 3 clusters Score -507480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -507481.281250 Penalty: 4209.624512
	Iteration 40F: 3 clusters Score -507481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -507480.562500 Penalty: 4209.624512
	Iteration 41Q: 3 clusters Score -507480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -507480.562500 Penalty: 4209.624512
	Iteration 42F: 3 clusters Score -507480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -211175.703125 Penalty: 1874.123779
	Iteration 0F: 2 clusters Score -211175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -208602.093750 Penalty: 3748.247559
	Iteration 0F: 3 clusters Score -208602.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209093.890625 Penalty: 3748.247559
	Iteration 1F: 3 clusters Score -209093.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -209202.687500 Penalty: 3748.247559
	Iteration 2F: 3 clusters Score -209202.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -209278.203125 Penalty: 3748.247559
	Iteration 3Q: 3 clusters Score -209278.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209344.343750 Penalty: 3748.247559
	Iteration 4Q: 3 clusters Score -209344.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -209399.125000 Penalty: 3748.247559
	Iteration 5Q: 3 clusters Score -209399.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209439.609375 Penalty: 3748.247559
	Iteration 6Q: 3 clusters Score -209439.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209458.453125 Penalty: 3748.247559
	Iteration 7Q: 3 clusters Score -209458.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -209483.546875 Penalty: 3748.247559
	Iteration 8Q: 3 clusters Score -209483.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209504.046875 Penalty: 3748.247559
	Iteration 9Q: 3 clusters Score -209504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -209528.718750 Penalty: 3748.247559
	Iteration 10Q: 3 clusters Score -209528.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209541.140625 Penalty: 3748.247559
	Iteration 11Q: 3 clusters Score -209541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209553.265625 Penalty: 3748.247559
	Iteration 12Q: 3 clusters Score -209553.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -209563.687500 Penalty: 3748.247559
	Iteration 13Q: 3 clusters Score -209563.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -209575.843750 Penalty: 3748.247559
	Iteration 14Q: 3 clusters Score -209575.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -209584.671875 Penalty: 3748.247559
	Iteration 15Q: 3 clusters Score -209584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209592.968750 Penalty: 3748.247559
	Iteration 16Q: 3 clusters Score -209593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209603.031250 Penalty: 3748.247559
	Iteration 17Q: 3 clusters Score -209603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209608.031250 Penalty: 3748.247559
	Iteration 18Q: 3 clusters Score -209608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -209610.312500 Penalty: 3748.247559
	Iteration 19Q: 3 clusters Score -209610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209612.703125 Penalty: 3748.247559
	Iteration 20F: 3 clusters Score -209612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -209613.890625 Penalty: 3748.247559
	Iteration 21Q: 3 clusters Score -209613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -209613.890625 Penalty: 3748.247559
	Iteration 22F: 3 clusters Score -209613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -803569.562500 Penalty: 2202.419678
	Iteration 0F: 2 clusters Score -803569.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -797666.312500 Penalty: 4404.839355
	Iteration 0F: 3 clusters Score -797666.3 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -799321.812500 Penalty: 4404.839355
	Iteration 1F: 3 clusters Score -799321.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -799660.937500 Penalty: 4404.839355
	Iteration 2F: 3 clusters Score -799660.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -799936.187500 Penalty: 4404.839355
	Iteration 3F: 3 clusters Score -799936.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -800211.375000 Penalty: 4404.839355
	Iteration 4F: 3 clusters Score -800211.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -800458.187500 Penalty: 4404.839355
	Iteration 5Q: 3 clusters Score -800458.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -800676.937500 Penalty: 4404.839355
	Iteration 6Q: 3 clusters Score -800676.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -800843.000000 Penalty: 4404.839355
	Iteration 7Q: 3 clusters Score -800843 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -800993.875000 Penalty: 4404.839355
	Iteration 8Q: 3 clusters Score -800993.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -801118.750000 Penalty: 4404.839355
	Iteration 9Q: 3 clusters Score -801118.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -801217.625000 Penalty: 4404.839355
	Iteration 10Q: 3 clusters Score -801217.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -801294.625000 Penalty: 4404.839355
	Iteration 11Q: 3 clusters Score -801294.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -801365.937500 Penalty: 4404.839355
	Iteration 12Q: 3 clusters Score -801365.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -801424.187500 Penalty: 4404.839355
	Iteration 13Q: 3 clusters Score -801424.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -801463.312500 Penalty: 4404.839355
	Iteration 14Q: 3 clusters Score -801463.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -801492.875000 Penalty: 4404.839355
	Iteration 15Q: 3 clusters Score -801492.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -801521.250000 Penalty: 4404.839355
	Iteration 16Q: 3 clusters Score -801521.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -801542.937500 Penalty: 4404.839355
	Iteration 17Q: 3 clusters Score -801542.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -801564.812500 Penalty: 4404.839355
	Iteration 18Q: 3 clusters Score -801564.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -801585.187500 Penalty: 4404.839355
	Iteration 19Q: 3 clusters Score -801585.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -801600.437500 Penalty: 4404.839355
	Iteration 20F: 3 clusters Score -801600.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -801614.062500 Penalty: 4404.839355
	Iteration 21Q: 3 clusters Score -801614.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -801626.312500 Penalty: 4404.839355
	Iteration 22Q: 3 clusters Score -801626.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -801641.437500 Penalty: 4404.839355
	Iteration 23Q: 3 clusters Score -801641.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -801650.062500 Penalty: 4404.839355
	Iteration 24Q: 3 clusters Score -801650.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -801659.687500 Penalty: 4404.839355
	Iteration 25Q: 3 clusters Score -801659.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -801673.687500 Penalty: 4404.839355
	Iteration 26Q: 3 clusters Score -801673.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -801679.750000 Penalty: 4404.839355
	Iteration 27Q: 3 clusters Score -801679.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -801688.937500 Penalty: 4404.839355
	Iteration 28Q: 3 clusters Score -801688.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -801692.687500 Penalty: 4404.839355
	Iteration 29Q: 3 clusters Score -801692.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -801698.125000 Penalty: 4404.839355
	Iteration 30Q: 3 clusters Score -801698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -801701.312500 Penalty: 4404.839355
	Iteration 31Q: 3 clusters Score -801701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -801706.000000 Penalty: 4404.839355
	Iteration 32Q: 3 clusters Score -801706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -801710.625000 Penalty: 4404.839355
	Iteration 33Q: 3 clusters Score -801710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -801714.000000 Penalty: 4404.839355
	Iteration 34Q: 3 clusters Score -801714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -801719.187500 Penalty: 4404.839355
	Iteration 35Q: 3 clusters Score -801719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -801723.625000 Penalty: 4404.839355
	Iteration 36Q: 3 clusters Score -801723.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -801727.312500 Penalty: 4404.839355
	Iteration 37Q: 3 clusters Score -801727.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -801729.750000 Penalty: 4404.839355
	Iteration 38Q: 3 clusters Score -801729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -801733.312500 Penalty: 4404.839355
	Iteration 39Q: 3 clusters Score -801733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -801738.187500 Penalty: 4404.839355
	Iteration 40F: 3 clusters Score -801738.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -801738.062500 Penalty: 4404.839355
	Iteration 41Q: 3 clusters Score -801738.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -801746.125000 Penalty: 4404.839355
	Iteration 42Q: 3 clusters Score -801746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -801750.000000 Penalty: 4404.839355
	Iteration 43Q: 3 clusters Score -801750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -801755.937500 Penalty: 4404.839355
	Iteration 44Q: 3 clusters Score -801755.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -801759.312500 Penalty: 4404.839355
	Iteration 45Q: 3 clusters Score -801759.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -801764.625000 Penalty: 4404.839355
	Iteration 46Q: 3 clusters Score -801764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -801767.562500 Penalty: 4404.839355
	Iteration 47Q: 3 clusters Score -801767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -801772.187500 Penalty: 4404.839355
	Iteration 48Q: 3 clusters Score -801772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -801775.250000 Penalty: 4404.839355
	Iteration 49Q: 3 clusters Score -801775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -801776.125000 Penalty: 4404.839355
	Iteration 50Q: 3 clusters Score -801776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -801778.062500 Penalty: 4404.839355
	Iteration 51Q: 3 clusters Score -801778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -801782.625000 Penalty: 4404.839355
	Iteration 52Q: 3 clusters Score -801782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -801786.687500 Penalty: 4404.839355
	Iteration 53Q: 3 clusters Score -801786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -801786.562500 Penalty: 4404.839355
	Iteration 54Q: 3 clusters Score -801786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -801785.625000 Penalty: 4404.839355
	Iteration 55Q: 3 clusters Score -801785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -801788.000000 Penalty: 4404.839355
	Iteration 56Q: 3 clusters Score -801788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -801789.500000 Penalty: 4404.839355
	Iteration 57Q: 3 clusters Score -801789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -801789.500000 Penalty: 4404.839355
	Iteration 58F: 3 clusters Score -801789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -485135.437500 Penalty: 2110.721436
	Iteration 0F: 2 clusters Score -485135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -480654.343750 Penalty: 4221.442871
	Iteration 0F: 3 clusters Score -480654.3 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -481859.156250 Penalty: 4221.442871
	Iteration 1F: 3 clusters Score -481859.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -482258.031250 Penalty: 4221.442871
	Iteration 2F: 3 clusters Score -482258 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -482487.000000 Penalty: 4221.442871
	Iteration 3F: 3 clusters Score -482487 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -482664.937500 Penalty: 4221.442871
	Iteration 4F: 3 clusters Score -482664.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -482810.781250 Penalty: 4221.442871
	Iteration 5Q: 3 clusters Score -482810.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -482944.031250 Penalty: 4221.442871
	Iteration 6Q: 3 clusters Score -482944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -483071.843750 Penalty: 4221.442871
	Iteration 7Q: 3 clusters Score -483071.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -483188.937500 Penalty: 4221.442871
	Iteration 8Q: 3 clusters Score -483188.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -483300.875000 Penalty: 4221.442871
	Iteration 9Q: 3 clusters Score -483300.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -483406.218750 Penalty: 4221.442871
	Iteration 10Q: 3 clusters Score -483406.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -483469.406250 Penalty: 4221.442871
	Iteration 11Q: 3 clusters Score -483469.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -483514.906250 Penalty: 4221.442871
	Iteration 12Q: 3 clusters Score -483514.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -483541.968750 Penalty: 4221.442871
	Iteration 13Q: 3 clusters Score -483542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -483570.843750 Penalty: 4221.442871
	Iteration 14Q: 3 clusters Score -483570.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -483589.125000 Penalty: 4221.442871
	Iteration 15Q: 3 clusters Score -483589.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -483598.812500 Penalty: 4221.442871
	Iteration 16Q: 3 clusters Score -483598.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -483607.750000 Penalty: 4221.442871
	Iteration 17Q: 3 clusters Score -483607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -483614.281250 Penalty: 4221.442871
	Iteration 18Q: 3 clusters Score -483614.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -483620.031250 Penalty: 4221.442871
	Iteration 19Q: 3 clusters Score -483620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -483626.093750 Penalty: 4221.442871
	Iteration 20F: 3 clusters Score -483626.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -483634.718750 Penalty: 4221.442871
	Iteration 21Q: 3 clusters Score -483634.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -483640.062500 Penalty: 4221.442871
	Iteration 22Q: 3 clusters Score -483640.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -483645.437500 Penalty: 4221.442871
	Iteration 23Q: 3 clusters Score -483645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -483650.406250 Penalty: 4221.442871
	Iteration 24Q: 3 clusters Score -483650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -483652.093750 Penalty: 4221.442871
	Iteration 25Q: 3 clusters Score -483652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -483656.437500 Penalty: 4221.442871
	Iteration 26Q: 3 clusters Score -483656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -483660.968750 Penalty: 4221.442871
	Iteration 27Q: 3 clusters Score -483661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -483665.875000 Penalty: 4221.442871
	Iteration 28Q: 3 clusters Score -483665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -483669.375000 Penalty: 4221.442871
	Iteration 29Q: 3 clusters Score -483669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -483670.468750 Penalty: 4221.442871
	Iteration 30Q: 3 clusters Score -483670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -483671.562500 Penalty: 4221.442871
	Iteration 31Q: 3 clusters Score -483671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -483673.875000 Penalty: 4221.442871
	Iteration 32Q: 3 clusters Score -483673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -483676.187500 Penalty: 4221.442871
	Iteration 33Q: 3 clusters Score -483676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -483677.906250 Penalty: 4221.442871
	Iteration 34Q: 3 clusters Score -483677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -483679.156250 Penalty: 4221.442871
	Iteration 35Q: 3 clusters Score -483679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -483680.625000 Penalty: 4221.442871
	Iteration 36Q: 3 clusters Score -483680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -483682.625000 Penalty: 4221.442871
	Iteration 37Q: 3 clusters Score -483682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -483683.406250 Penalty: 4221.442871
	Iteration 38Q: 3 clusters Score -483683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -483683.531250 Penalty: 4221.442871
	Iteration 39Q: 3 clusters Score -483683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -483682.437500 Penalty: 4221.442871
	Iteration 40F: 3 clusters Score -483682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -483683.531250 Penalty: 4221.442871
	Iteration 41Q: 3 clusters Score -483683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -483684.125000 Penalty: 4221.442871
	Iteration 42Q: 3 clusters Score -483684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -483685.375000 Penalty: 4221.442871
	Iteration 43Q: 3 clusters Score -483685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -483686.031250 Penalty: 4221.442871
	Iteration 44Q: 3 clusters Score -483686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -483686.031250 Penalty: 4221.442871
	Iteration 45F: 3 clusters Score -483686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -89489.664062 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -89489.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87705.968750 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -87705.97 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87947.296875 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -87947.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88048.804688 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -88048.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88111.382812 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -88111.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88155.320312 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -88155.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88194.375000 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -88194.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88233.382812 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -88233.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88280.718750 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -88280.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88345.210938 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -88345.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88413.828125 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -88413.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88487.929688 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -88487.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88542.390625 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -88542.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88589.898438 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -88589.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88625.445312 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -88625.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88666.140625 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -88666.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88705.921875 Penalty: 3339.767334
	Iteration 15Q: 3 clusters Score -88705.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88735.687500 Penalty: 3339.767334
	Iteration 16Q: 3 clusters Score -88735.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88777.968750 Penalty: 3339.767334
	Iteration 17Q: 3 clusters Score -88777.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88821.500000 Penalty: 3339.767334
	Iteration 18Q: 3 clusters Score -88821.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88849.140625 Penalty: 3339.767334
	Iteration 19Q: 3 clusters Score -88849.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88869.085938 Penalty: 3339.767334
	Iteration 20F: 3 clusters Score -88869.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88899.695312 Penalty: 3339.767334
	Iteration 21Q: 3 clusters Score -88899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88920.359375 Penalty: 3339.767334
	Iteration 22Q: 3 clusters Score -88920.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88944.554688 Penalty: 3339.767334
	Iteration 23Q: 3 clusters Score -88944.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88949.031250 Penalty: 3339.767334
	Iteration 24Q: 3 clusters Score -88949.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88953.640625 Penalty: 3339.767334
	Iteration 25Q: 3 clusters Score -88953.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88960.742188 Penalty: 3339.767334
	Iteration 26Q: 3 clusters Score -88960.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88976.421875 Penalty: 3339.767334
	Iteration 27Q: 3 clusters Score -88976.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88988.828125 Penalty: 3339.767334
	Iteration 28Q: 3 clusters Score -88988.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88998.968750 Penalty: 3339.767334
	Iteration 29Q: 3 clusters Score -88998.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89011.914062 Penalty: 3339.767334
	Iteration 30Q: 3 clusters Score -89011.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89016.906250 Penalty: 3339.767334
	Iteration 31Q: 3 clusters Score -89016.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89025.117188 Penalty: 3339.767334
	Iteration 32Q: 3 clusters Score -89025.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89025.117188 Penalty: 3339.767334
	Iteration 33F: 3 clusters Score -89025.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (17579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Entering Unmasked Estep 
Score: -2016916.375000 Penalty: 2424.065918
	Iteration 0F: 2 clusters Score -2016916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2004420.500000 Penalty: 4848.131836
	Iteration 0F: 3 clusters Score -2004420 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2008794.750000 Penalty: 4848.131836
	Iteration 1F: 3 clusters Score -2008795 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2009546.875000 Penalty: 4848.131836
	Iteration 2F: 3 clusters Score -2009547 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2010437.750000 Penalty: 4848.131836
	Iteration 3F: 3 clusters Score -2010438 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2011419.250000 Penalty: 4848.131836
	Iteration 4F: 3 clusters Score -2011419 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2012410.375000 Penalty: 4848.131836
	Iteration 5F: 3 clusters Score -2012410 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2013255.500000 Penalty: 4848.131836
	Iteration 6F: 3 clusters Score -2013256 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2013896.125000 Penalty: 4848.131836
	Iteration 7F: 3 clusters Score -2013896 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2014461.000000 Penalty: 4848.131836
	Iteration 8Q: 3 clusters Score -2014461 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2014919.000000 Penalty: 4848.131836
	Iteration 9Q: 3 clusters Score -2014919 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2015311.375000 Penalty: 4848.131836
	Iteration 10Q: 3 clusters Score -2015311 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2015566.500000 Penalty: 4848.131836
	Iteration 11Q: 3 clusters Score -2015566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2015718.750000 Penalty: 4848.131836
	Iteration 12Q: 3 clusters Score -2015719 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2015825.250000 Penalty: 4848.131836
	Iteration 13Q: 3 clusters Score -2015825 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2015898.375000 Penalty: 4848.131836
	Iteration 14Q: 3 clusters Score -2015898 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2015956.250000 Penalty: 4848.131836
	Iteration 15Q: 3 clusters Score -2015956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2015996.000000 Penalty: 4848.131836
	Iteration 16Q: 3 clusters Score -2015996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2016022.875000 Penalty: 4848.131836
	Iteration 17Q: 3 clusters Score -2016023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2016048.375000 Penalty: 4848.131836
	Iteration 18Q: 3 clusters Score -2016048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2016062.625000 Penalty: 4848.131836
	Iteration 19Q: 3 clusters Score -2016063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2016075.625000 Penalty: 4848.131836
	Iteration 20F: 3 clusters Score -2016076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2016089.750000 Penalty: 4848.131836
	Iteration 21Q: 3 clusters Score -2016090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2016100.625000 Penalty: 4848.131836
	Iteration 22Q: 3 clusters Score -2016101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2016099.250000 Penalty: 4848.131836
	Iteration 23Q: 3 clusters Score -2016099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2016108.125000 Penalty: 4848.131836
	Iteration 24Q: 3 clusters Score -2016108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2016107.750000 Penalty: 4848.131836
	Iteration 25Q: 3 clusters Score -2016108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2016110.125000 Penalty: 4848.131836
	Iteration 26Q: 3 clusters Score -2016110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2016113.875000 Penalty: 4848.131836
	Iteration 27Q: 3 clusters Score -2016114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2016114.500000 Penalty: 4848.131836
	Iteration 28Q: 3 clusters Score -2016114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2016114.875000 Penalty: 4848.131836
	Iteration 29Q: 3 clusters Score -2016115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2016117.000000 Penalty: 4848.131836
	Iteration 30Q: 3 clusters Score -2016117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2016118.125000 Penalty: 4848.131836
	Iteration 31Q: 3 clusters Score -2016118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2016118.500000 Penalty: 4848.131836
	Iteration 32Q: 3 clusters Score -2016118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2016122.000000 Penalty: 4848.131836
	Iteration 33Q: 3 clusters Score -2016122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2016124.250000 Penalty: 4848.131836
	Iteration 34Q: 3 clusters Score -2016124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2016123.875000 Penalty: 4848.131836
	Iteration 35Q: 3 clusters Score -2016124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2016127.875000 Penalty: 4848.131836
	Iteration 36Q: 3 clusters Score -2016128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2016126.875000 Penalty: 4848.131836
	Iteration 37Q: 3 clusters Score -2016127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2016133.125000 Penalty: 4848.131836
	Iteration 38Q: 3 clusters Score -2016133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2016136.250000 Penalty: 4848.131836
	Iteration 39Q: 3 clusters Score -2016136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2016134.375000 Penalty: 4848.131836
	Iteration 40F: 3 clusters Score -2016134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2016137.375000 Penalty: 4848.131836
	Iteration 41Q: 3 clusters Score -2016137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2016139.375000 Penalty: 4848.131836
	Iteration 42Q: 3 clusters Score -2016139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2016139.375000 Penalty: 4848.131836
	Iteration 43F: 3 clusters Score -2016139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (21341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Entering Unmasked Estep 
Score: -2416860.500000 Penalty: 2472.159668
	Iteration 0F: 2 clusters Score -2416860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2401869.500000 Penalty: 4944.319336
	Iteration 0F: 3 clusters Score -2401870 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2407032.750000 Penalty: 4944.319336
	Iteration 1F: 3 clusters Score -2407033 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2407541.750000 Penalty: 4944.319336
	Iteration 2F: 3 clusters Score -2407542 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2408042.250000 Penalty: 4944.319336
	Iteration 3Q: 3 clusters Score -2408042 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2408546.250000 Penalty: 4944.319336
	Iteration 4Q: 3 clusters Score -2408546 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2409076.000000 Penalty: 4944.319336
	Iteration 5Q: 3 clusters Score -2409076 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2409600.750000 Penalty: 4944.319336
	Iteration 6Q: 3 clusters Score -2409601 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2410112.000000 Penalty: 4944.319336
	Iteration 7Q: 3 clusters Score -2410112 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2410569.750000 Penalty: 4944.319336
	Iteration 8Q: 3 clusters Score -2410570 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2411016.250000 Penalty: 4944.319336
	Iteration 9Q: 3 clusters Score -2411016 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2411378.500000 Penalty: 4944.319336
	Iteration 10Q: 3 clusters Score -2411378 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2411768.250000 Penalty: 4944.319336
	Iteration 11Q: 3 clusters Score -2411768 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2412101.000000 Penalty: 4944.319336
	Iteration 12Q: 3 clusters Score -2412101 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2412439.000000 Penalty: 4944.319336
	Iteration 13Q: 3 clusters Score -2412439 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2412740.250000 Penalty: 4944.319336
	Iteration 14Q: 3 clusters Score -2412740 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2413010.000000 Penalty: 4944.319336
	Iteration 15Q: 3 clusters Score -2413010 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2413256.000000 Penalty: 4944.319336
	Iteration 16Q: 3 clusters Score -2413256 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2413570.000000 Penalty: 4944.319336
	Iteration 17Q: 3 clusters Score -2413570 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2413848.000000 Penalty: 4944.319336
	Iteration 18Q: 3 clusters Score -2413848 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2414102.000000 Penalty: 4944.319336
	Iteration 19Q: 3 clusters Score -2414102 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2414330.500000 Penalty: 4944.319336
	Iteration 20F: 3 clusters Score -2414330 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2414497.250000 Penalty: 4944.319336
	Iteration 21Q: 3 clusters Score -2414497 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2414599.500000 Penalty: 4944.319336
	Iteration 22Q: 3 clusters Score -2414600 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2414692.000000 Penalty: 4944.319336
	Iteration 23Q: 3 clusters Score -2414692 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2414771.500000 Penalty: 4944.319336
	Iteration 24Q: 3 clusters Score -2414772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2414836.500000 Penalty: 4944.319336
	Iteration 25Q: 3 clusters Score -2414836 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2414903.500000 Penalty: 4944.319336
	Iteration 26Q: 3 clusters Score -2414904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2414951.500000 Penalty: 4944.319336
	Iteration 27Q: 3 clusters Score -2414952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2415007.000000 Penalty: 4944.319336
	Iteration 28Q: 3 clusters Score -2415007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2415034.250000 Penalty: 4944.319336
	Iteration 29Q: 3 clusters Score -2415034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2415048.000000 Penalty: 4944.319336
	Iteration 30Q: 3 clusters Score -2415048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2415067.750000 Penalty: 4944.319336
	Iteration 31Q: 3 clusters Score -2415068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2415075.250000 Penalty: 4944.319336
	Iteration 32Q: 3 clusters Score -2415075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2415084.250000 Penalty: 4944.319336
	Iteration 33Q: 3 clusters Score -2415084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2415084.000000 Penalty: 4944.319336
	Iteration 34Q: 3 clusters Score -2415084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2415090.500000 Penalty: 4944.319336
	Iteration 35Q: 3 clusters Score -2415090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2415091.750000 Penalty: 4944.319336
	Iteration 36Q: 3 clusters Score -2415092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2415097.750000 Penalty: 4944.319336
	Iteration 37Q: 3 clusters Score -2415098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2415096.250000 Penalty: 4944.319336
	Iteration 38Q: 3 clusters Score -2415096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2415098.750000 Penalty: 4944.319336
	Iteration 39Q: 3 clusters Score -2415099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2415097.750000 Penalty: 4944.319336
	Iteration 40F: 3 clusters Score -2415098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2415099.500000 Penalty: 4944.319336
	Iteration 41Q: 3 clusters Score -2415100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2415099.500000 Penalty: 4944.319336
	Iteration 42Q: 3 clusters Score -2415100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2415096.250000 Penalty: 4944.319336
	Iteration 43Q: 3 clusters Score -2415096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2415099.500000 Penalty: 4944.319336
	Iteration 44Q: 3 clusters Score -2415100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2415097.250000 Penalty: 4944.319336
	Iteration 45Q: 3 clusters Score -2415097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2415095.250000 Penalty: 4944.319336
	Iteration 46Q: 3 clusters Score -2415095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2415099.250000 Penalty: 4944.319336
	Iteration 47Q: 3 clusters Score -2415099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2415098.750000 Penalty: 4944.319336
	Iteration 48Q: 3 clusters Score -2415099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2415098.750000 Penalty: 4944.319336
	Iteration 49F: 3 clusters Score -2415099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -167214.578125 Penalty: 1872.824585
	Iteration 0F: 2 clusters Score -167214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -164701.859375 Penalty: 3745.649170
	Iteration 0F: 3 clusters Score -164701.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165288.125000 Penalty: 3745.649170
	Iteration 1F: 3 clusters Score -165288.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165614.453125 Penalty: 3745.649170
	Iteration 2F: 3 clusters Score -165614.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165933.500000 Penalty: 3745.649170
	Iteration 3F: 3 clusters Score -165933.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -166217.046875 Penalty: 3745.649170
	Iteration 4F: 3 clusters Score -166217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -166468.937500 Penalty: 3745.649170
	Iteration 5F: 3 clusters Score -166468.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -166762.031250 Penalty: 3745.649170
	Iteration 6F: 3 clusters Score -166762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -166972.281250 Penalty: 3745.649170
	Iteration 7Q: 3 clusters Score -166972.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -167070.328125 Penalty: 3745.649170
	Iteration 8Q: 3 clusters Score -167070.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -167150.359375 Penalty: 3745.649170
	Iteration 9Q: 3 clusters Score -167150.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -167190.515625 Penalty: 3745.649170
	Iteration 10Q: 3 clusters Score -167190.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167219.218750 Penalty: 3745.649170
	Iteration 11Q: 3 clusters Score -167219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -167237.171875 Penalty: 3745.649170
	Iteration 12Q: 3 clusters Score -167237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -167242.578125 Penalty: 3745.649170
	Iteration 13Q: 3 clusters Score -167242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -167245.281250 Penalty: 3745.649170
	Iteration 14Q: 3 clusters Score -167245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -167245.671875 Penalty: 3745.649170
	Iteration 15Q: 3 clusters Score -167245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167246.453125 Penalty: 3745.649170
	Iteration 16Q: 3 clusters Score -167246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167246.453125 Penalty: 3745.649170
	Iteration 17F: 3 clusters Score -167246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 2386 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 971 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 5316 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6185 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Mstep: Class 99 contains 1508 members 
Mstep: Class 100 contains 933 members 
Entering Unmasked Estep 
Score: -212285632.000000 Penalty: 359308.937500
Splitting cluster 77 changes total score from -212285680.000000 to -212285632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (5564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Entering Unmasked Estep 
Score: -532686.562500 Penalty: 2138.770020
	Iteration 0F: 2 clusters Score -532686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -527808.000000 Penalty: 4277.540039
	Iteration 0F: 3 clusters Score -527808 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -529196.187500 Penalty: 4277.540039
	Iteration 1F: 3 clusters Score -529196.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -529614.875000 Penalty: 4277.540039
	Iteration 2F: 3 clusters Score -529614.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -530048.500000 Penalty: 4277.540039
	Iteration 3F: 3 clusters Score -530048.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -530420.000000 Penalty: 4277.540039
	Iteration 4F: 3 clusters Score -530420 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -530728.750000 Penalty: 4277.540039
	Iteration 5F: 3 clusters Score -530728.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -530969.437500 Penalty: 4277.540039
	Iteration 6F: 3 clusters Score -530969.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -531157.312500 Penalty: 4277.540039
	Iteration 7Q: 3 clusters Score -531157.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -531308.312500 Penalty: 4277.540039
	Iteration 8Q: 3 clusters Score -531308.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -531420.375000 Penalty: 4277.540039
	Iteration 9Q: 3 clusters Score -531420.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -531488.562500 Penalty: 4277.540039
	Iteration 10Q: 3 clusters Score -531488.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -531544.187500 Penalty: 4277.540039
	Iteration 11Q: 3 clusters Score -531544.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -531578.500000 Penalty: 4277.540039
	Iteration 12Q: 3 clusters Score -531578.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -531605.750000 Penalty: 4277.540039
	Iteration 13Q: 3 clusters Score -531605.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -531631.375000 Penalty: 4277.540039
	Iteration 14Q: 3 clusters Score -531631.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -531644.687500 Penalty: 4277.540039
	Iteration 15Q: 3 clusters Score -531644.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -531651.687500 Penalty: 4277.540039
	Iteration 16Q: 3 clusters Score -531651.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -531657.500000 Penalty: 4277.540039
	Iteration 17Q: 3 clusters Score -531657.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -531661.187500 Penalty: 4277.540039
	Iteration 18Q: 3 clusters Score -531661.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -531665.937500 Penalty: 4277.540039
	Iteration 19Q: 3 clusters Score -531665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -531670.812500 Penalty: 4277.540039
	Iteration 20F: 3 clusters Score -531670.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -531676.187500 Penalty: 4277.540039
	Iteration 21Q: 3 clusters Score -531676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -531680.125000 Penalty: 4277.540039
	Iteration 22Q: 3 clusters Score -531680.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -531684.250000 Penalty: 4277.540039
	Iteration 23Q: 3 clusters Score -531684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -531686.437500 Penalty: 4277.540039
	Iteration 24Q: 3 clusters Score -531686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -531688.562500 Penalty: 4277.540039
	Iteration 25Q: 3 clusters Score -531688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -531691.375000 Penalty: 4277.540039
	Iteration 26Q: 3 clusters Score -531691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -531696.812500 Penalty: 4277.540039
	Iteration 27Q: 3 clusters Score -531696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -531697.125000 Penalty: 4277.540039
	Iteration 28Q: 3 clusters Score -531697.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -531699.250000 Penalty: 4277.540039
	Iteration 29Q: 3 clusters Score -531699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -531699.375000 Penalty: 4277.540039
	Iteration 30Q: 3 clusters Score -531699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -531699.812500 Penalty: 4277.540039
	Iteration 31Q: 3 clusters Score -531699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -531700.687500 Penalty: 4277.540039
	Iteration 32Q: 3 clusters Score -531700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -531700.562500 Penalty: 4277.540039
	Iteration 33Q: 3 clusters Score -531700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -531700.937500 Penalty: 4277.540039
	Iteration 34Q: 3 clusters Score -531700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -531700.937500 Penalty: 4277.540039
	Iteration 35F: 3 clusters Score -531700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (45460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Entering Unmasked Estep 
Score: -5188301.500000 Penalty: 2659.697998
	Iteration 0F: 2 clusters Score -5188302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5157630.500000 Penalty: 5319.395996
	Iteration 0F: 3 clusters Score -5157630 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5169158.500000 Penalty: 5319.395996
	Iteration 1F: 3 clusters Score -5169158 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5169775.500000 Penalty: 5319.395996
	Iteration 2Q: 3 clusters Score -5169776 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -5170414.500000 Penalty: 5319.395996
	Iteration 3Q: 3 clusters Score -5170414 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -5171217.500000 Penalty: 5319.395996
	Iteration 4Q: 3 clusters Score -5171218 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5172209.000000 Penalty: 5319.395996
	Iteration 5Q: 3 clusters Score -5172209 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5173486.000000 Penalty: 5319.395996
	Iteration 6F: 3 clusters Score -5173486 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5175170.000000 Penalty: 5319.395996
	Iteration 7F: 3 clusters Score -5175170 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5177342.500000 Penalty: 5319.395996
	Iteration 8F: 3 clusters Score -5177342 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5179669.000000 Penalty: 5319.395996
	Iteration 9F: 3 clusters Score -5179669 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -5181910.000000 Penalty: 5319.395996
	Iteration 10F: 3 clusters Score -5181910 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5183800.000000 Penalty: 5319.395996
	Iteration 11Q: 3 clusters Score -5183800 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5185217.000000 Penalty: 5319.395996
	Iteration 12Q: 3 clusters Score -5185217 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5186230.000000 Penalty: 5319.395996
	Iteration 13Q: 3 clusters Score -5186230 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5186673.000000 Penalty: 5319.395996
	Iteration 14Q: 3 clusters Score -5186673 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5186861.000000 Penalty: 5319.395996
	Iteration 15Q: 3 clusters Score -5186861 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5186972.500000 Penalty: 5319.395996
	Iteration 16Q: 3 clusters Score -5186972 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5187031.500000 Penalty: 5319.395996
	Iteration 17Q: 3 clusters Score -5187032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5187052.000000 Penalty: 5319.395996
	Iteration 18Q: 3 clusters Score -5187052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -5187067.000000 Penalty: 5319.395996
	Iteration 19Q: 3 clusters Score -5187067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5187094.000000 Penalty: 5319.395996
	Iteration 20F: 3 clusters Score -5187094 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5187120.500000 Penalty: 5319.395996
	Iteration 21Q: 3 clusters Score -5187120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5187149.500000 Penalty: 5319.395996
	Iteration 22Q: 3 clusters Score -5187150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5187161.500000 Penalty: 5319.395996
	Iteration 23Q: 3 clusters Score -5187162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5187183.500000 Penalty: 5319.395996
	Iteration 24Q: 3 clusters Score -5187184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5187181.500000 Penalty: 5319.395996
	Iteration 25Q: 3 clusters Score -5187182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5187194.000000 Penalty: 5319.395996
	Iteration 26Q: 3 clusters Score -5187194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -5187194.000000 Penalty: 5319.395996
	Iteration 27Q: 3 clusters Score -5187194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5187205.500000 Penalty: 5319.395996
	Iteration 28Q: 3 clusters Score -5187206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5187212.000000 Penalty: 5319.395996
	Iteration 29Q: 3 clusters Score -5187212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5187217.500000 Penalty: 5319.395996
	Iteration 30Q: 3 clusters Score -5187218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5187229.500000 Penalty: 5319.395996
	Iteration 31Q: 3 clusters Score -5187230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5187226.500000 Penalty: 5319.395996
	Iteration 32Q: 3 clusters Score -5187226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -5187228.500000 Penalty: 5319.395996
	Iteration 33Q: 3 clusters Score -5187228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5187238.000000 Penalty: 5319.395996
	Iteration 34Q: 3 clusters Score -5187238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5187235.500000 Penalty: 5319.395996
	Iteration 35Q: 3 clusters Score -5187236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5187245.000000 Penalty: 5319.395996
	Iteration 36Q: 3 clusters Score -5187245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5187244.000000 Penalty: 5319.395996
	Iteration 37Q: 3 clusters Score -5187244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5187253.500000 Penalty: 5319.395996
	Iteration 38Q: 3 clusters Score -5187254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5187257.000000 Penalty: 5319.395996
	Iteration 39Q: 3 clusters Score -5187257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5187261.000000 Penalty: 5319.395996
	Iteration 40F: 3 clusters Score -5187261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5187271.500000 Penalty: 5319.395996
	Iteration 41Q: 3 clusters Score -5187272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5187268.500000 Penalty: 5319.395996
	Iteration 42Q: 3 clusters Score -5187268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5187270.000000 Penalty: 5319.395996
	Iteration 43Q: 3 clusters Score -5187270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -5187279.000000 Penalty: 5319.395996
	Iteration 44Q: 3 clusters Score -5187279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5187282.000000 Penalty: 5319.395996
	Iteration 45Q: 3 clusters Score -5187282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5187276.000000 Penalty: 5319.395996
	Iteration 46Q: 3 clusters Score -5187276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5187289.000000 Penalty: 5319.395996
	Iteration 47Q: 3 clusters Score -5187289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5187279.500000 Penalty: 5319.395996
	Iteration 48Q: 3 clusters Score -5187280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5187298.500000 Penalty: 5319.395996
	Iteration 49Q: 3 clusters Score -5187298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5187308.500000 Penalty: 5319.395996
	Iteration 50Q: 3 clusters Score -5187308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5187301.500000 Penalty: 5319.395996
	Iteration 51Q: 3 clusters Score -5187302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5187302.000000 Penalty: 5319.395996
	Iteration 52Q: 3 clusters Score -5187302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5187302.500000 Penalty: 5319.395996
	Iteration 53Q: 3 clusters Score -5187302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5187309.000000 Penalty: 5319.395996
	Iteration 54Q: 3 clusters Score -5187309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -5187302.500000 Penalty: 5319.395996
	Iteration 55Q: 3 clusters Score -5187302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5187308.500000 Penalty: 5319.395996
	Iteration 56Q: 3 clusters Score -5187308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5187306.500000 Penalty: 5319.395996
	Iteration 57Q: 3 clusters Score -5187306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5187308.500000 Penalty: 5319.395996
	Iteration 58Q: 3 clusters Score -5187308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -5187306.500000 Penalty: 5319.395996
	Iteration 59Q: 3 clusters Score -5187306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5187315.000000 Penalty: 5319.395996
	Iteration 60F: 3 clusters Score -5187315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5187324.500000 Penalty: 5319.395996
	Iteration 61Q: 3 clusters Score -5187324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5187321.000000 Penalty: 5319.395996
	Iteration 62Q: 3 clusters Score -5187321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5187318.000000 Penalty: 5319.395996
	Iteration 63Q: 3 clusters Score -5187318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -5187315.000000 Penalty: 5319.395996
	Iteration 64Q: 3 clusters Score -5187315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5187315.000000 Penalty: 5319.395996
	Iteration 65Q: 3 clusters Score -5187315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5187320.000000 Penalty: 5319.395996
	Iteration 66Q: 3 clusters Score -5187320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5187320.000000 Penalty: 5319.395996
	Iteration 67Q: 3 clusters Score -5187320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5187321.500000 Penalty: 5319.395996
	Iteration 68Q: 3 clusters Score -5187322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5187319.500000 Penalty: 5319.395996
	Iteration 69Q: 3 clusters Score -5187320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5187317.500000 Penalty: 5319.395996
	Iteration 70Q: 3 clusters Score -5187318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5187317.000000 Penalty: 5319.395996
	Iteration 71Q: 3 clusters Score -5187317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5187315.500000 Penalty: 5319.395996
	Iteration 72Q: 3 clusters Score -5187316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5187311.500000 Penalty: 5319.395996
	Iteration 73Q: 3 clusters Score -5187312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5187310.000000 Penalty: 5319.395996
	Iteration 74Q: 3 clusters Score -5187310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5187320.000000 Penalty: 5319.395996
	Iteration 75Q: 3 clusters Score -5187320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5187317.500000 Penalty: 5319.395996
	Iteration 76Q: 3 clusters Score -5187318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -5187311.000000 Penalty: 5319.395996
	Iteration 77Q: 3 clusters Score -5187311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -5187315.000000 Penalty: 5319.395996
	Iteration 78Q: 3 clusters Score -5187315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -5187319.500000 Penalty: 5319.395996
	Iteration 79Q: 3 clusters Score -5187320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -5187319.500000 Penalty: 5319.395996
	Iteration 80F: 3 clusters Score -5187320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -179965.312500 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -179965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177572.390625 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -177572.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -177978.921875 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -177978.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178095.328125 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -178095.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -178172.031250 Penalty: 3680.904053
	Iteration 3Q: 3 clusters Score -178172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -178242.921875 Penalty: 3680.904053
	Iteration 4Q: 3 clusters Score -178242.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -178309.109375 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -178309.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -178360.531250 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -178360.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178418.296875 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -178418.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178462.218750 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -178462.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -178489.656250 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -178489.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178510.953125 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -178511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178536.640625 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -178536.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178566.296875 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -178566.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178588.015625 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -178588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -178608.921875 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -178608.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178631.515625 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -178631.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -178653.281250 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -178653.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178675.671875 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -178675.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178694.078125 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -178694.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178707.828125 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -178707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178722.046875 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -178722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178731.968750 Penalty: 3680.904053
	Iteration 21Q: 3 clusters Score -178732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -178737.781250 Penalty: 3680.904053
	Iteration 22Q: 3 clusters Score -178737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -178744.531250 Penalty: 3680.904053
	Iteration 23Q: 3 clusters Score -178744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -178749.765625 Penalty: 3680.904053
	Iteration 24Q: 3 clusters Score -178749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178758.015625 Penalty: 3680.904053
	Iteration 25Q: 3 clusters Score -178758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178760.812500 Penalty: 3680.904053
	Iteration 26Q: 3 clusters Score -178760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178763.640625 Penalty: 3680.904053
	Iteration 27Q: 3 clusters Score -178763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178765.046875 Penalty: 3680.904053
	Iteration 28Q: 3 clusters Score -178765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -178768.421875 Penalty: 3680.904053
	Iteration 29Q: 3 clusters Score -178768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178770.703125 Penalty: 3680.904053
	Iteration 30Q: 3 clusters Score -178770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178772.968750 Penalty: 3680.904053
	Iteration 31Q: 3 clusters Score -178773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178772.968750 Penalty: 3680.904053
	Iteration 32F: 3 clusters Score -178773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -271008.375000 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -271008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -268112.500000 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -268112.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268706.031250 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -268706 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -268895.562500 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -268895.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269009.687500 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -269009.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -269102.031250 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -269102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -269156.093750 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -269156.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -269193.687500 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -269193.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -269229.750000 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -269229.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -269256.000000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -269256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -269280.281250 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -269280.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -269309.937500 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -269309.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -269334.718750 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -269334.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -269355.156250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -269355.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -269388.343750 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -269388.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -269418.531250 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -269418.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -269440.875000 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -269440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -269457.312500 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -269457.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -269472.531250 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -269472.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -269487.062500 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -269487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -269502.343750 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -269502.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -269516.093750 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -269516.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -269529.531250 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -269529.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -269540.750000 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -269540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -269551.000000 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -269551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -269557.343750 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -269557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -269563.625000 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -269563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269571.187500 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -269571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -269577.031250 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -269577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -269579.843750 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -269579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -269579.843750 Penalty: 3861.098877
	Iteration 29F: 3 clusters Score -269579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -254190.250000 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -254190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251390.015625 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -251390 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -251889.375000 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -251889.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252016.265625 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -252016.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -252078.437500 Penalty: 3835.255127
	Iteration 3Q: 3 clusters Score -252078.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252119.390625 Penalty: 3835.255127
	Iteration 4Q: 3 clusters Score -252119.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -252145.859375 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -252145.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252172.375000 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -252172.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252186.750000 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -252186.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -252200.859375 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -252200.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -252212.343750 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -252212.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -252225.515625 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -252225.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252239.890625 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -252239.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -252251.625000 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -252251.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -252261.218750 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -252261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -252268.843750 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -252268.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -252278.640625 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -252278.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -252288.828125 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -252288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -252301.093750 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -252301.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -252321.203125 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -252321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -252335.000000 Penalty: 3835.255127
	Iteration 19Q: 3 clusters Score -252335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -252344.937500 Penalty: 3835.255127
	Iteration 20F: 3 clusters Score -252344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252350.406250 Penalty: 3835.255127
	Iteration 21Q: 3 clusters Score -252350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -252365.687500 Penalty: 3835.255127
	Iteration 22Q: 3 clusters Score -252365.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -252376.875000 Penalty: 3835.255127
	Iteration 23Q: 3 clusters Score -252376.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -252389.000000 Penalty: 3835.255127
	Iteration 24Q: 3 clusters Score -252389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -252398.609375 Penalty: 3835.255127
	Iteration 25Q: 3 clusters Score -252398.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -252409.562500 Penalty: 3835.255127
	Iteration 26Q: 3 clusters Score -252409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -252422.562500 Penalty: 3835.255127
	Iteration 27Q: 3 clusters Score -252422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -252431.234375 Penalty: 3835.255127
	Iteration 28Q: 3 clusters Score -252431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -252437.046875 Penalty: 3835.255127
	Iteration 29Q: 3 clusters Score -252437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -252442.578125 Penalty: 3835.255127
	Iteration 30Q: 3 clusters Score -252442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -252448.765625 Penalty: 3835.255127
	Iteration 31Q: 3 clusters Score -252448.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -252454.046875 Penalty: 3835.255127
	Iteration 32Q: 3 clusters Score -252454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -252457.468750 Penalty: 3835.255127
	Iteration 33Q: 3 clusters Score -252457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -252458.609375 Penalty: 3835.255127
	Iteration 34Q: 3 clusters Score -252458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -252460.281250 Penalty: 3835.255127
	Iteration 35Q: 3 clusters Score -252460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -252463.265625 Penalty: 3835.255127
	Iteration 36Q: 3 clusters Score -252463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -252465.937500 Penalty: 3835.255127
	Iteration 37Q: 3 clusters Score -252465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -252469.000000 Penalty: 3835.255127
	Iteration 38Q: 3 clusters Score -252469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -252471.156250 Penalty: 3835.255127
	Iteration 39Q: 3 clusters Score -252471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -252473.796875 Penalty: 3835.255127
	Iteration 40F: 3 clusters Score -252473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -252476.859375 Penalty: 3835.255127
	Iteration 41Q: 3 clusters Score -252476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252479.796875 Penalty: 3835.255127
	Iteration 42Q: 3 clusters Score -252479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252480.984375 Penalty: 3835.255127
	Iteration 43Q: 3 clusters Score -252481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -252483.406250 Penalty: 3835.255127
	Iteration 44Q: 3 clusters Score -252483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -252486.125000 Penalty: 3835.255127
	Iteration 45Q: 3 clusters Score -252486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -252489.218750 Penalty: 3835.255127
	Iteration 46Q: 3 clusters Score -252489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252493.109375 Penalty: 3835.255127
	Iteration 47Q: 3 clusters Score -252493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -252495.578125 Penalty: 3835.255127
	Iteration 48Q: 3 clusters Score -252495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -252495.515625 Penalty: 3835.255127
	Iteration 49Q: 3 clusters Score -252495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252496.515625 Penalty: 3835.255127
	Iteration 50Q: 3 clusters Score -252496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252496.515625 Penalty: 3835.255127
	Iteration 51F: 3 clusters Score -252496.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (13255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Entering Unmasked Estep 
Score: -1370802.500000 Penalty: 2354.048340
	Iteration 0F: 2 clusters Score -1370802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1360964.375000 Penalty: 4708.096680
	Iteration 0F: 3 clusters Score -1360964 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1364557.250000 Penalty: 4708.096680
	Iteration 1F: 3 clusters Score -1364557 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1365335.250000 Penalty: 4708.096680
	Iteration 2F: 3 clusters Score -1365335 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1366020.250000 Penalty: 4708.096680
	Iteration 3F: 3 clusters Score -1366020 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1366588.375000 Penalty: 4708.096680
	Iteration 4F: 3 clusters Score -1366588 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1367040.625000 Penalty: 4708.096680
	Iteration 5F: 3 clusters Score -1367041 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1367390.125000 Penalty: 4708.096680
	Iteration 6Q: 3 clusters Score -1367390 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1367665.500000 Penalty: 4708.096680
	Iteration 7Q: 3 clusters Score -1367666 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1367923.250000 Penalty: 4708.096680
	Iteration 8Q: 3 clusters Score -1367923 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1368136.125000 Penalty: 4708.096680
	Iteration 9Q: 3 clusters Score -1368136 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1368328.125000 Penalty: 4708.096680
	Iteration 10Q: 3 clusters Score -1368328 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1368475.000000 Penalty: 4708.096680
	Iteration 11Q: 3 clusters Score -1368475 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1368617.625000 Penalty: 4708.096680
	Iteration 12Q: 3 clusters Score -1368618 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1368750.000000 Penalty: 4708.096680
	Iteration 13Q: 3 clusters Score -1368750 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1368846.875000 Penalty: 4708.096680
	Iteration 14Q: 3 clusters Score -1368847 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1368942.125000 Penalty: 4708.096680
	Iteration 15Q: 3 clusters Score -1368942 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1369032.250000 Penalty: 4708.096680
	Iteration 16Q: 3 clusters Score -1369032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1369082.375000 Penalty: 4708.096680
	Iteration 17Q: 3 clusters Score -1369082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1369143.750000 Penalty: 4708.096680
	Iteration 18Q: 3 clusters Score -1369144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1369185.000000 Penalty: 4708.096680
	Iteration 19Q: 3 clusters Score -1369185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1369216.375000 Penalty: 4708.096680
	Iteration 20F: 3 clusters Score -1369216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1369250.250000 Penalty: 4708.096680
	Iteration 21Q: 3 clusters Score -1369250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1369270.250000 Penalty: 4708.096680
	Iteration 22Q: 3 clusters Score -1369270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1369290.750000 Penalty: 4708.096680
	Iteration 23Q: 3 clusters Score -1369291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1369308.625000 Penalty: 4708.096680
	Iteration 24Q: 3 clusters Score -1369309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1369323.750000 Penalty: 4708.096680
	Iteration 25Q: 3 clusters Score -1369324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1369327.500000 Penalty: 4708.096680
	Iteration 26Q: 3 clusters Score -1369328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1369330.125000 Penalty: 4708.096680
	Iteration 27Q: 3 clusters Score -1369330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1369333.375000 Penalty: 4708.096680
	Iteration 28Q: 3 clusters Score -1369333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1369333.000000 Penalty: 4708.096680
	Iteration 29Q: 3 clusters Score -1369333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1369338.750000 Penalty: 4708.096680
	Iteration 30Q: 3 clusters Score -1369339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1369344.750000 Penalty: 4708.096680
	Iteration 31Q: 3 clusters Score -1369345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1369350.250000 Penalty: 4708.096680
	Iteration 32Q: 3 clusters Score -1369350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1369359.375000 Penalty: 4708.096680
	Iteration 33Q: 3 clusters Score -1369359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1369360.000000 Penalty: 4708.096680
	Iteration 34Q: 3 clusters Score -1369360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1369370.000000 Penalty: 4708.096680
	Iteration 35Q: 3 clusters Score -1369370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1369378.875000 Penalty: 4708.096680
	Iteration 36Q: 3 clusters Score -1369379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1369392.250000 Penalty: 4708.096680
	Iteration 37Q: 3 clusters Score -1369392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1369397.875000 Penalty: 4708.096680
	Iteration 38Q: 3 clusters Score -1369398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1369410.000000 Penalty: 4708.096680
	Iteration 39Q: 3 clusters Score -1369410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1369427.750000 Penalty: 4708.096680
	Iteration 40F: 3 clusters Score -1369428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1369441.625000 Penalty: 4708.096680
	Iteration 41Q: 3 clusters Score -1369442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1369450.000000 Penalty: 4708.096680
	Iteration 42Q: 3 clusters Score -1369450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1369455.000000 Penalty: 4708.096680
	Iteration 43Q: 3 clusters Score -1369455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1369461.375000 Penalty: 4708.096680
	Iteration 44Q: 3 clusters Score -1369461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1369466.375000 Penalty: 4708.096680
	Iteration 45Q: 3 clusters Score -1369466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1369466.875000 Penalty: 4708.096680
	Iteration 46Q: 3 clusters Score -1369467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1369470.750000 Penalty: 4708.096680
	Iteration 47Q: 3 clusters Score -1369471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1369471.375000 Penalty: 4708.096680
	Iteration 48Q: 3 clusters Score -1369471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1369476.375000 Penalty: 4708.096680
	Iteration 49Q: 3 clusters Score -1369476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1369476.625000 Penalty: 4708.096680
	Iteration 50Q: 3 clusters Score -1369477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1369480.500000 Penalty: 4708.096680
	Iteration 51Q: 3 clusters Score -1369480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1369484.375000 Penalty: 4708.096680
	Iteration 52Q: 3 clusters Score -1369484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1369483.375000 Penalty: 4708.096680
	Iteration 53Q: 3 clusters Score -1369483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1369485.125000 Penalty: 4708.096680
	Iteration 54Q: 3 clusters Score -1369485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1369486.750000 Penalty: 4708.096680
	Iteration 55Q: 3 clusters Score -1369487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1369488.875000 Penalty: 4708.096680
	Iteration 56Q: 3 clusters Score -1369489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1369490.125000 Penalty: 4708.096680
	Iteration 57Q: 3 clusters Score -1369490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1369493.625000 Penalty: 4708.096680
	Iteration 58Q: 3 clusters Score -1369494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1369495.000000 Penalty: 4708.096680
	Iteration 59Q: 3 clusters Score -1369495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1369501.000000 Penalty: 4708.096680
	Iteration 60F: 3 clusters Score -1369501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1369500.500000 Penalty: 4708.096680
	Iteration 61Q: 3 clusters Score -1369500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1369500.875000 Penalty: 4708.096680
	Iteration 62Q: 3 clusters Score -1369501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1369500.500000 Penalty: 4708.096680
	Iteration 63Q: 3 clusters Score -1369500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1369502.125000 Penalty: 4708.096680
	Iteration 64Q: 3 clusters Score -1369502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1369501.500000 Penalty: 4708.096680
	Iteration 65Q: 3 clusters Score -1369502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1369502.750000 Penalty: 4708.096680
	Iteration 66Q: 3 clusters Score -1369503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1369502.750000 Penalty: 4708.096680
	Iteration 67F: 3 clusters Score -1369503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -156374.640625 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -156374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -153948.390625 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -153948.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -154519.453125 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -154519.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -154769.921875 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -154769.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -154933.078125 Penalty: 3700.117676
	Iteration 3F: 3 clusters Score -154933.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155093.609375 Penalty: 3700.117676
	Iteration 4F: 3 clusters Score -155093.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155192.234375 Penalty: 3700.117676
	Iteration 5Q: 3 clusters Score -155192.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155253.531250 Penalty: 3700.117676
	Iteration 6Q: 3 clusters Score -155253.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155284.375000 Penalty: 3700.117676
	Iteration 7Q: 3 clusters Score -155284.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155314.031250 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -155314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -155329.750000 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -155329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155333.750000 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -155333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -155337.921875 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -155337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155338.265625 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -155338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -155340.406250 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -155340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155343.250000 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -155343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155351.515625 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -155351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155359.203125 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -155359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155365.687500 Penalty: 3700.117676
	Iteration 17Q: 3 clusters Score -155365.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -155372.468750 Penalty: 3700.117676
	Iteration 18Q: 3 clusters Score -155372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -155381.250000 Penalty: 3700.117676
	Iteration 19Q: 3 clusters Score -155381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -155387.531250 Penalty: 3700.117676
	Iteration 20F: 3 clusters Score -155387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -155391.671875 Penalty: 3700.117676
	Iteration 21Q: 3 clusters Score -155391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155397.687500 Penalty: 3700.117676
	Iteration 22Q: 3 clusters Score -155397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -155408.546875 Penalty: 3700.117676
	Iteration 23Q: 3 clusters Score -155408.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -155425.453125 Penalty: 3700.117676
	Iteration 24Q: 3 clusters Score -155425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155430.359375 Penalty: 3700.117676
	Iteration 25Q: 3 clusters Score -155430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -155437.281250 Penalty: 3700.117676
	Iteration 26Q: 3 clusters Score -155437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -155440.578125 Penalty: 3700.117676
	Iteration 27Q: 3 clusters Score -155440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -155444.109375 Penalty: 3700.117676
	Iteration 28Q: 3 clusters Score -155444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -155449.031250 Penalty: 3700.117676
	Iteration 29Q: 3 clusters Score -155449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -155454.671875 Penalty: 3700.117676
	Iteration 30Q: 3 clusters Score -155454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -155456.890625 Penalty: 3700.117676
	Iteration 31Q: 3 clusters Score -155456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -155459.250000 Penalty: 3700.117676
	Iteration 32Q: 3 clusters Score -155459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -155459.484375 Penalty: 3700.117676
	Iteration 33Q: 3 clusters Score -155459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -155460.453125 Penalty: 3700.117676
	Iteration 34Q: 3 clusters Score -155460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155460.703125 Penalty: 3700.117676
	Iteration 35Q: 3 clusters Score -155460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155460.703125 Penalty: 3700.117676
	Iteration 36F: 3 clusters Score -155460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -659510.875000 Penalty: 2159.988281
	Iteration 0F: 2 clusters Score -659510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -654410.187500 Penalty: 4319.976562
	Iteration 0F: 3 clusters Score -654410.2 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -655768.000000 Penalty: 4319.976562
	Iteration 1F: 3 clusters Score -655768 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -656051.312500 Penalty: 4319.976562
	Iteration 2F: 3 clusters Score -656051.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -656289.750000 Penalty: 4319.976562
	Iteration 3F: 3 clusters Score -656289.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -656514.250000 Penalty: 4319.976562
	Iteration 4F: 3 clusters Score -656514.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -656675.750000 Penalty: 4319.976562
	Iteration 5Q: 3 clusters Score -656675.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -656782.187500 Penalty: 4319.976562
	Iteration 6Q: 3 clusters Score -656782.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -656862.250000 Penalty: 4319.976562
	Iteration 7Q: 3 clusters Score -656862.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -656920.125000 Penalty: 4319.976562
	Iteration 8Q: 3 clusters Score -656920.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -656966.562500 Penalty: 4319.976562
	Iteration 9Q: 3 clusters Score -656966.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -657009.937500 Penalty: 4319.976562
	Iteration 10Q: 3 clusters Score -657009.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -657043.437500 Penalty: 4319.976562
	Iteration 11Q: 3 clusters Score -657043.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -657071.812500 Penalty: 4319.976562
	Iteration 12Q: 3 clusters Score -657071.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -657094.687500 Penalty: 4319.976562
	Iteration 13Q: 3 clusters Score -657094.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -657116.125000 Penalty: 4319.976562
	Iteration 14Q: 3 clusters Score -657116.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -657137.312500 Penalty: 4319.976562
	Iteration 15Q: 3 clusters Score -657137.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -657159.750000 Penalty: 4319.976562
	Iteration 16Q: 3 clusters Score -657159.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -657180.250000 Penalty: 4319.976562
	Iteration 17Q: 3 clusters Score -657180.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -657196.375000 Penalty: 4319.976562
	Iteration 18Q: 3 clusters Score -657196.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -657209.500000 Penalty: 4319.976562
	Iteration 19Q: 3 clusters Score -657209.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -657223.437500 Penalty: 4319.976562
	Iteration 20F: 3 clusters Score -657223.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -657233.250000 Penalty: 4319.976562
	Iteration 21Q: 3 clusters Score -657233.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -657245.125000 Penalty: 4319.976562
	Iteration 22Q: 3 clusters Score -657245.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -657254.125000 Penalty: 4319.976562
	Iteration 23Q: 3 clusters Score -657254.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -657267.562500 Penalty: 4319.976562
	Iteration 24Q: 3 clusters Score -657267.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -657279.875000 Penalty: 4319.976562
	Iteration 25Q: 3 clusters Score -657279.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -657291.000000 Penalty: 4319.976562
	Iteration 26Q: 3 clusters Score -657291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -657305.562500 Penalty: 4319.976562
	Iteration 27Q: 3 clusters Score -657305.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -657323.250000 Penalty: 4319.976562
	Iteration 28Q: 3 clusters Score -657323.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -657342.125000 Penalty: 4319.976562
	Iteration 29Q: 3 clusters Score -657342.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -657371.375000 Penalty: 4319.976562
	Iteration 30Q: 3 clusters Score -657371.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -657408.250000 Penalty: 4319.976562
	Iteration 31Q: 3 clusters Score -657408.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -657454.312500 Penalty: 4319.976562
	Iteration 32Q: 3 clusters Score -657454.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -657511.500000 Penalty: 4319.976562
	Iteration 33Q: 3 clusters Score -657511.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -657576.562500 Penalty: 4319.976562
	Iteration 34Q: 3 clusters Score -657576.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -657655.000000 Penalty: 4319.976562
	Iteration 35Q: 3 clusters Score -657655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -657738.062500 Penalty: 4319.976562
	Iteration 36Q: 3 clusters Score -657738.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -657811.937500 Penalty: 4319.976562
	Iteration 37Q: 3 clusters Score -657811.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -657866.125000 Penalty: 4319.976562
	Iteration 38Q: 3 clusters Score -657866.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -657922.125000 Penalty: 4319.976562
	Iteration 39Q: 3 clusters Score -657922.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -657989.750000 Penalty: 4319.976562
	Iteration 40F: 3 clusters Score -657989.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -658050.937500 Penalty: 4319.976562
	Iteration 41Q: 3 clusters Score -658050.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -658099.375000 Penalty: 4319.976562
	Iteration 42Q: 3 clusters Score -658099.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -658134.187500 Penalty: 4319.976562
	Iteration 43Q: 3 clusters Score -658134.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -658157.750000 Penalty: 4319.976562
	Iteration 44Q: 3 clusters Score -658157.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -658178.687500 Penalty: 4319.976562
	Iteration 45Q: 3 clusters Score -658178.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -658202.312500 Penalty: 4319.976562
	Iteration 46Q: 3 clusters Score -658202.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -658217.437500 Penalty: 4319.976562
	Iteration 47Q: 3 clusters Score -658217.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -658230.875000 Penalty: 4319.976562
	Iteration 48Q: 3 clusters Score -658230.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -658247.312500 Penalty: 4319.976562
	Iteration 49Q: 3 clusters Score -658247.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -658260.187500 Penalty: 4319.976562
	Iteration 50Q: 3 clusters Score -658260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -658266.437500 Penalty: 4319.976562
	Iteration 51Q: 3 clusters Score -658266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -658268.812500 Penalty: 4319.976562
	Iteration 52Q: 3 clusters Score -658268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -658274.062500 Penalty: 4319.976562
	Iteration 53Q: 3 clusters Score -658274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -658275.750000 Penalty: 4319.976562
	Iteration 54Q: 3 clusters Score -658275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -658279.062500 Penalty: 4319.976562
	Iteration 55Q: 3 clusters Score -658279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -658278.187500 Penalty: 4319.976562
	Iteration 56Q: 3 clusters Score -658278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -658279.375000 Penalty: 4319.976562
	Iteration 57Q: 3 clusters Score -658279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -658282.500000 Penalty: 4319.976562
	Iteration 58Q: 3 clusters Score -658282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -658287.000000 Penalty: 4319.976562
	Iteration 59Q: 3 clusters Score -658287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -658286.875000 Penalty: 4319.976562
	Iteration 60F: 3 clusters Score -658286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -658290.500000 Penalty: 4319.976562
	Iteration 61Q: 3 clusters Score -658290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -658290.687500 Penalty: 4319.976562
	Iteration 62Q: 3 clusters Score -658290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -658290.687500 Penalty: 4319.976562
	Iteration 63F: 3 clusters Score -658290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -748867.187500 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -748867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -743288.750000 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -743288.8 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -744748.875000 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -744748.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -744985.437500 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -744985.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -745170.500000 Penalty: 4366.647461
	Iteration 3Q: 3 clusters Score -745170.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -745308.312500 Penalty: 4366.647461
	Iteration 4Q: 3 clusters Score -745308.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -745404.625000 Penalty: 4366.647461
	Iteration 5Q: 3 clusters Score -745404.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -745483.500000 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -745483.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -745536.875000 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -745536.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -745581.500000 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -745581.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -745630.375000 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -745630.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -745675.500000 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -745675.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -745720.187500 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -745720.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -745769.250000 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -745769.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -745824.187500 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -745824.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -745891.375000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -745891.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -745957.312500 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -745957.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -746024.750000 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -746024.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -746115.312500 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -746115.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -746213.125000 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -746213.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -746310.500000 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -746310.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -746398.937500 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -746398.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -746492.937500 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -746492.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -746598.437500 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -746598.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -746707.437500 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -746707.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -746852.437500 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -746852.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -747031.937500 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -747031.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -747199.125000 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -747199.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -747341.687500 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -747341.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -747463.312500 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -747463.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -747533.562500 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -747533.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -747588.687500 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -747588.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -747619.312500 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -747619.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -747641.750000 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -747641.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -747658.375000 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -747658.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -747677.937500 Penalty: 4366.647461
	Iteration 34Q: 3 clusters Score -747677.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -747702.125000 Penalty: 4366.647461
	Iteration 35Q: 3 clusters Score -747702.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -747720.437500 Penalty: 4366.647461
	Iteration 36Q: 3 clusters Score -747720.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -747733.312500 Penalty: 4366.647461
	Iteration 37Q: 3 clusters Score -747733.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -747748.375000 Penalty: 4366.647461
	Iteration 38Q: 3 clusters Score -747748.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -747761.062500 Penalty: 4366.647461
	Iteration 39Q: 3 clusters Score -747761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -747771.250000 Penalty: 4366.647461
	Iteration 40F: 3 clusters Score -747771.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -747778.187500 Penalty: 4366.647461
	Iteration 41Q: 3 clusters Score -747778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -747783.312500 Penalty: 4366.647461
	Iteration 42Q: 3 clusters Score -747783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -747786.562500 Penalty: 4366.647461
	Iteration 43Q: 3 clusters Score -747786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -747789.500000 Penalty: 4366.647461
	Iteration 44Q: 3 clusters Score -747789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -747789.500000 Penalty: 4366.647461
	Iteration 45Q: 3 clusters Score -747789.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -747792.875000 Penalty: 4366.647461
	Iteration 46Q: 3 clusters Score -747792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -747798.812500 Penalty: 4366.647461
	Iteration 47Q: 3 clusters Score -747798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -747799.000000 Penalty: 4366.647461
	Iteration 48Q: 3 clusters Score -747799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -747803.437500 Penalty: 4366.647461
	Iteration 49Q: 3 clusters Score -747803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -747806.312500 Penalty: 4366.647461
	Iteration 50Q: 3 clusters Score -747806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -747808.812500 Penalty: 4366.647461
	Iteration 51Q: 3 clusters Score -747808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -747808.500000 Penalty: 4366.647461
	Iteration 52Q: 3 clusters Score -747808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -747810.437500 Penalty: 4366.647461
	Iteration 53Q: 3 clusters Score -747810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -747814.000000 Penalty: 4366.647461
	Iteration 54Q: 3 clusters Score -747814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -747817.250000 Penalty: 4366.647461
	Iteration 55Q: 3 clusters Score -747817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -747816.937500 Penalty: 4366.647461
	Iteration 56Q: 3 clusters Score -747816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -747818.375000 Penalty: 4366.647461
	Iteration 57Q: 3 clusters Score -747818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -747818.875000 Penalty: 4366.647461
	Iteration 58Q: 3 clusters Score -747818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -747818.750000 Penalty: 4366.647461
	Iteration 59Q: 3 clusters Score -747818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -747818.812500 Penalty: 4366.647461
	Iteration 60F: 3 clusters Score -747818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -747819.750000 Penalty: 4366.647461
	Iteration 61Q: 3 clusters Score -747819.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -747819.750000 Penalty: 4366.647461
	Iteration 62F: 3 clusters Score -747819.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -568159.500000 Penalty: 2123.511963
	Iteration 0F: 2 clusters Score -568159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -563573.250000 Penalty: 4247.023926
	Iteration 0F: 3 clusters Score -563573.2 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -564761.000000 Penalty: 4247.023926
	Iteration 1F: 3 clusters Score -564761 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -565058.687500 Penalty: 4247.023926
	Iteration 2F: 3 clusters Score -565058.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -565373.812500 Penalty: 4247.023926
	Iteration 3F: 3 clusters Score -565373.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -565699.437500 Penalty: 4247.023926
	Iteration 4F: 3 clusters Score -565699.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -566002.500000 Penalty: 4247.023926
	Iteration 5F: 3 clusters Score -566002.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -566216.000000 Penalty: 4247.023926
	Iteration 6F: 3 clusters Score -566216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -566362.437500 Penalty: 4247.023926
	Iteration 7Q: 3 clusters Score -566362.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -566444.250000 Penalty: 4247.023926
	Iteration 8Q: 3 clusters Score -566444.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -566497.625000 Penalty: 4247.023926
	Iteration 9Q: 3 clusters Score -566497.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -566534.750000 Penalty: 4247.023926
	Iteration 10Q: 3 clusters Score -566534.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -566563.187500 Penalty: 4247.023926
	Iteration 11Q: 3 clusters Score -566563.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -566580.062500 Penalty: 4247.023926
	Iteration 12Q: 3 clusters Score -566580.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -566594.062500 Penalty: 4247.023926
	Iteration 13Q: 3 clusters Score -566594.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -566602.187500 Penalty: 4247.023926
	Iteration 14Q: 3 clusters Score -566602.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -566610.312500 Penalty: 4247.023926
	Iteration 15Q: 3 clusters Score -566610.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -566616.500000 Penalty: 4247.023926
	Iteration 16Q: 3 clusters Score -566616.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -566622.562500 Penalty: 4247.023926
	Iteration 17Q: 3 clusters Score -566622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -566625.937500 Penalty: 4247.023926
	Iteration 18Q: 3 clusters Score -566625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -566627.812500 Penalty: 4247.023926
	Iteration 19Q: 3 clusters Score -566627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -566630.062500 Penalty: 4247.023926
	Iteration 20F: 3 clusters Score -566630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -566634.437500 Penalty: 4247.023926
	Iteration 21Q: 3 clusters Score -566634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -566637.625000 Penalty: 4247.023926
	Iteration 22Q: 3 clusters Score -566637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -566639.875000 Penalty: 4247.023926
	Iteration 23Q: 3 clusters Score -566639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -566640.125000 Penalty: 4247.023926
	Iteration 24Q: 3 clusters Score -566640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -566641.750000 Penalty: 4247.023926
	Iteration 25Q: 3 clusters Score -566641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -566642.812500 Penalty: 4247.023926
	Iteration 26Q: 3 clusters Score -566642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -566644.187500 Penalty: 4247.023926
	Iteration 27Q: 3 clusters Score -566644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -566646.312500 Penalty: 4247.023926
	Iteration 28Q: 3 clusters Score -566646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -566647.312500 Penalty: 4247.023926
	Iteration 29Q: 3 clusters Score -566647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -566648.000000 Penalty: 4247.023926
	Iteration 30Q: 3 clusters Score -566648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -566648.000000 Penalty: 4247.023926
	Iteration 31Q: 3 clusters Score -566648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -566648.500000 Penalty: 4247.023926
	Iteration 32Q: 3 clusters Score -566648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -566649.187500 Penalty: 4247.023926
	Iteration 33Q: 3 clusters Score -566649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -566649.187500 Penalty: 4247.023926
	Iteration 34F: 3 clusters Score -566649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -91435.804688 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -91435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89629.164062 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -89629.16 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89926.445312 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -89926.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90012.804688 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -90012.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90048.765625 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -90048.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90072.000000 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -90072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90103.179688 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -90103.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90123.765625 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -90123.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90135.984375 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -90135.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90145.812500 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -90145.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90182.570312 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -90182.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90237.320312 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -90237.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90293.625000 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -90293.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90351.664062 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -90351.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90435.976562 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -90435.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90518.195312 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -90518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90560.046875 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -90560.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90590.617188 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -90590.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90611.835938 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -90611.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90619.726562 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -90619.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90622.757812 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -90622.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90624.156250 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -90624.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -593525.312500 Penalty: 2127.461914
	Iteration 0F: 2 clusters Score -593525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -588765.500000 Penalty: 4254.923828
	Iteration 0F: 3 clusters Score -588765.5 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -589913.687500 Penalty: 4254.923828
	Iteration 1F: 3 clusters Score -589913.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -590171.125000 Penalty: 4254.923828
	Iteration 2F: 3 clusters Score -590171.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -590434.625000 Penalty: 4254.923828
	Iteration 3F: 3 clusters Score -590434.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -590722.625000 Penalty: 4254.923828
	Iteration 4F: 3 clusters Score -590722.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -591038.125000 Penalty: 4254.923828
	Iteration 5F: 3 clusters Score -591038.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -591412.687500 Penalty: 4254.923828
	Iteration 6F: 3 clusters Score -591412.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -591779.937500 Penalty: 4254.923828
	Iteration 7F: 3 clusters Score -591779.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -592192.375000 Penalty: 4254.923828
	Iteration 8F: 3 clusters Score -592192.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -592635.812500 Penalty: 4254.923828
	Iteration 9F: 3 clusters Score -592635.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -593044.125000 Penalty: 4254.923828
	Iteration 10F: 3 clusters Score -593044.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -593287.375000 Penalty: 4254.923828
	Iteration 11Q: 3 clusters Score -593287.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -593434.750000 Penalty: 4254.923828
	Iteration 12Q: 3 clusters Score -593434.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -593526.062500 Penalty: 4254.923828
	Iteration 13Q: 3 clusters Score -593526.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -593572.187500 Penalty: 4254.923828
	Iteration 14Q: 3 clusters Score -593572.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -593600.437500 Penalty: 4254.923828
	Iteration 15Q: 3 clusters Score -593600.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -593623.062500 Penalty: 4254.923828
	Iteration 16Q: 3 clusters Score -593623.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -593638.437500 Penalty: 4254.923828
	Iteration 17Q: 3 clusters Score -593638.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -593646.937500 Penalty: 4254.923828
	Iteration 18Q: 3 clusters Score -593646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -593652.125000 Penalty: 4254.923828
	Iteration 19Q: 3 clusters Score -593652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -593654.625000 Penalty: 4254.923828
	Iteration 20F: 3 clusters Score -593654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -593655.750000 Penalty: 4254.923828
	Iteration 21Q: 3 clusters Score -593655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -593655.437500 Penalty: 4254.923828
	Iteration 22Q: 3 clusters Score -593655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -593656.937500 Penalty: 4254.923828
	Iteration 23Q: 3 clusters Score -593656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -593656.687500 Penalty: 4254.923828
	Iteration 24Q: 3 clusters Score -593656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -593656.687500 Penalty: 4254.923828
	Iteration 25F: 3 clusters Score -593656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 2386 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 1904 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2270 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6185 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Mstep: Class 99 contains 1508 members 
Mstep: Class 100 contains 3046 members 
Entering Unmasked Estep 
Score: -212286320.000000 Penalty: 359308.937500
Splitting cluster 89 changes total score from -212285680.000000 to -212286320.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 90 (8499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Entering Unmasked Estep 
Score: -757323.687500 Penalty: 2243.830566
	Iteration 0F: 2 clusters Score -757323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -750739.437500 Penalty: 4487.661133
	Iteration 0F: 3 clusters Score -750739.4 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -752942.437500 Penalty: 4487.661133
	Iteration 1F: 3 clusters Score -752942.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -753455.750000 Penalty: 4487.661133
	Iteration 2F: 3 clusters Score -753455.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -753892.250000 Penalty: 4487.661133
	Iteration 3F: 3 clusters Score -753892.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -754298.437500 Penalty: 4487.661133
	Iteration 4F: 3 clusters Score -754298.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -754672.000000 Penalty: 4487.661133
	Iteration 5F: 3 clusters Score -754672 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -754950.750000 Penalty: 4487.661133
	Iteration 6Q: 3 clusters Score -754950.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -755143.875000 Penalty: 4487.661133
	Iteration 7Q: 3 clusters Score -755143.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -755302.312500 Penalty: 4487.661133
	Iteration 8Q: 3 clusters Score -755302.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -755459.625000 Penalty: 4487.661133
	Iteration 9Q: 3 clusters Score -755459.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -755588.562500 Penalty: 4487.661133
	Iteration 10Q: 3 clusters Score -755588.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -755695.500000 Penalty: 4487.661133
	Iteration 11Q: 3 clusters Score -755695.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -755780.937500 Penalty: 4487.661133
	Iteration 12Q: 3 clusters Score -755780.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -755850.062500 Penalty: 4487.661133
	Iteration 13Q: 3 clusters Score -755850.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -755920.750000 Penalty: 4487.661133
	Iteration 14Q: 3 clusters Score -755920.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -756002.312500 Penalty: 4487.661133
	Iteration 15Q: 3 clusters Score -756002.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -756065.375000 Penalty: 4487.661133
	Iteration 16Q: 3 clusters Score -756065.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -756107.187500 Penalty: 4487.661133
	Iteration 17Q: 3 clusters Score -756107.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -756137.562500 Penalty: 4487.661133
	Iteration 18Q: 3 clusters Score -756137.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -756157.687500 Penalty: 4487.661133
	Iteration 19Q: 3 clusters Score -756157.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -756174.500000 Penalty: 4487.661133
	Iteration 20F: 3 clusters Score -756174.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -756191.812500 Penalty: 4487.661133
	Iteration 21Q: 3 clusters Score -756191.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -756211.750000 Penalty: 4487.661133
	Iteration 22Q: 3 clusters Score -756211.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -756228.562500 Penalty: 4487.661133
	Iteration 23Q: 3 clusters Score -756228.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -756244.187500 Penalty: 4487.661133
	Iteration 24Q: 3 clusters Score -756244.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -756264.062500 Penalty: 4487.661133
	Iteration 25Q: 3 clusters Score -756264.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -756276.375000 Penalty: 4487.661133
	Iteration 26Q: 3 clusters Score -756276.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -756288.312500 Penalty: 4487.661133
	Iteration 27Q: 3 clusters Score -756288.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -756298.375000 Penalty: 4487.661133
	Iteration 28Q: 3 clusters Score -756298.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -756306.562500 Penalty: 4487.661133
	Iteration 29Q: 3 clusters Score -756306.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -756315.687500 Penalty: 4487.661133
	Iteration 30Q: 3 clusters Score -756315.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -756321.500000 Penalty: 4487.661133
	Iteration 31Q: 3 clusters Score -756321.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -756325.687500 Penalty: 4487.661133
	Iteration 32Q: 3 clusters Score -756325.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -756327.750000 Penalty: 4487.661133
	Iteration 33Q: 3 clusters Score -756327.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -756334.000000 Penalty: 4487.661133
	Iteration 34Q: 3 clusters Score -756334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -756338.375000 Penalty: 4487.661133
	Iteration 35Q: 3 clusters Score -756338.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -756344.000000 Penalty: 4487.661133
	Iteration 36Q: 3 clusters Score -756344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -756350.125000 Penalty: 4487.661133
	Iteration 37Q: 3 clusters Score -756350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -756351.187500 Penalty: 4487.661133
	Iteration 38Q: 3 clusters Score -756351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -756352.000000 Penalty: 4487.661133
	Iteration 39Q: 3 clusters Score -756352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -756352.500000 Penalty: 4487.661133
	Iteration 40F: 3 clusters Score -756352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -756353.687500 Penalty: 4487.661133
	Iteration 41Q: 3 clusters Score -756353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -756354.750000 Penalty: 4487.661133
	Iteration 42Q: 3 clusters Score -756354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -756356.750000 Penalty: 4487.661133
	Iteration 43Q: 3 clusters Score -756356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -756356.250000 Penalty: 4487.661133
	Iteration 44Q: 3 clusters Score -756356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -756357.375000 Penalty: 4487.661133
	Iteration 45Q: 3 clusters Score -756357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -756362.437500 Penalty: 4487.661133
	Iteration 46Q: 3 clusters Score -756362.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -756365.562500 Penalty: 4487.661133
	Iteration 47Q: 3 clusters Score -756365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -756373.187500 Penalty: 4487.661133
	Iteration 48Q: 3 clusters Score -756373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -756379.187500 Penalty: 4487.661133
	Iteration 49Q: 3 clusters Score -756379.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -756381.937500 Penalty: 4487.661133
	Iteration 50Q: 3 clusters Score -756381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -756384.437500 Penalty: 4487.661133
	Iteration 51Q: 3 clusters Score -756384.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -756387.625000 Penalty: 4487.661133
	Iteration 52Q: 3 clusters Score -756387.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -756390.312500 Penalty: 4487.661133
	Iteration 53Q: 3 clusters Score -756390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -756391.625000 Penalty: 4487.661133
	Iteration 54Q: 3 clusters Score -756391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -756392.187500 Penalty: 4487.661133
	Iteration 55Q: 3 clusters Score -756392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -756394.062500 Penalty: 4487.661133
	Iteration 56Q: 3 clusters Score -756394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -756394.500000 Penalty: 4487.661133
	Iteration 57Q: 3 clusters Score -756394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -756396.750000 Penalty: 4487.661133
	Iteration 58Q: 3 clusters Score -756396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -756395.000000 Penalty: 4487.661133
	Iteration 59Q: 3 clusters Score -756395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -756395.187500 Penalty: 4487.661133
	Iteration 60F: 3 clusters Score -756395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -756396.312500 Penalty: 4487.661133
	Iteration 61Q: 3 clusters Score -756396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -756396.562500 Penalty: 4487.661133
	Iteration 62Q: 3 clusters Score -756396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -756398.187500 Penalty: 4487.661133
	Iteration 63Q: 3 clusters Score -756398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -756397.250000 Penalty: 4487.661133
	Iteration 64Q: 3 clusters Score -756397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -756397.750000 Penalty: 4487.661133
	Iteration 65Q: 3 clusters Score -756397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -756398.750000 Penalty: 4487.661133
	Iteration 66Q: 3 clusters Score -756398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -756398.937500 Penalty: 4487.661133
	Iteration 67Q: 3 clusters Score -756398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -756400.312500 Penalty: 4487.661133
	Iteration 68Q: 3 clusters Score -756400.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -756405.000000 Penalty: 4487.661133
	Iteration 69Q: 3 clusters Score -756405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -756405.937500 Penalty: 4487.661133
	Iteration 70Q: 3 clusters Score -756405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -756408.500000 Penalty: 4487.661133
	Iteration 71Q: 3 clusters Score -756408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -756407.937500 Penalty: 4487.661133
	Iteration 72Q: 3 clusters Score -756407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -756406.875000 Penalty: 4487.661133
	Iteration 73Q: 3 clusters Score -756406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -756406.875000 Penalty: 4487.661133
	Iteration 74F: 3 clusters Score -756406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -340612.281250 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -340612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -336888.593750 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -336888.6 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -338024.312500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -338024.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -338442.437500 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -338442.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -338733.875000 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -338733.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -338924.937500 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -338924.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -339101.437500 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -339101.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -339260.437500 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -339260.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -339432.875000 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -339432.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -339583.937500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -339583.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -339706.218750 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -339706.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -339797.875000 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -339797.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -339869.531250 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -339869.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -339917.093750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -339917.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -339942.437500 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -339942.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -339961.531250 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -339961.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -339972.656250 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -339972.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -339976.500000 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -339976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -339980.531250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -339980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -339982.375000 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -339982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -339984.125000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -339984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -339987.906250 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -339987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -339994.218750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -339994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -340001.750000 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -340001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -340015.000000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -340015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -340027.500000 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -340027.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -340034.750000 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -340034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -340043.968750 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -340044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340059.500000 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -340059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340069.687500 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -340069.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -340081.031250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -340081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -340091.000000 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -340091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340097.312500 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -340097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -340107.375000 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -340107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -340110.781250 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -340110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -340112.812500 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -340112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340114.968750 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -340115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -340117.750000 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -340117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -340122.000000 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -340122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -340123.062500 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -340123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -340123.281250 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -340123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -340124.093750 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -340124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -340125.375000 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -340125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -340125.625000 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -340125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -340127.218750 Penalty: 4076.785645
	Iteration 43Q: 3 clusters Score -340127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -340128.218750 Penalty: 4076.785645
	Iteration 44Q: 3 clusters Score -340128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -340128.218750 Penalty: 4076.785645
	Iteration 45F: 3 clusters Score -340128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -696780.125000 Penalty: 2165.691406
	Iteration 0F: 2 clusters Score -696780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -691484.312500 Penalty: 4331.382812
	Iteration 0F: 3 clusters Score -691484.3 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -692779.937500 Penalty: 4331.382812
	Iteration 1F: 3 clusters Score -692779.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -693032.250000 Penalty: 4331.382812
	Iteration 2F: 3 clusters Score -693032.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -693236.250000 Penalty: 4331.382812
	Iteration 3F: 3 clusters Score -693236.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -693440.250000 Penalty: 4331.382812
	Iteration 4Q: 3 clusters Score -693440.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -693657.500000 Penalty: 4331.382812
	Iteration 5Q: 3 clusters Score -693657.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -693903.812500 Penalty: 4331.382812
	Iteration 6Q: 3 clusters Score -693903.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -694159.750000 Penalty: 4331.382812
	Iteration 7Q: 3 clusters Score -694159.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -694442.562500 Penalty: 4331.382812
	Iteration 8Q: 3 clusters Score -694442.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -694759.062500 Penalty: 4331.382812
	Iteration 9Q: 3 clusters Score -694759.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -695083.750000 Penalty: 4331.382812
	Iteration 10Q: 3 clusters Score -695083.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -695340.562500 Penalty: 4331.382812
	Iteration 11Q: 3 clusters Score -695340.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -695527.500000 Penalty: 4331.382812
	Iteration 12Q: 3 clusters Score -695527.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -695680.312500 Penalty: 4331.382812
	Iteration 13Q: 3 clusters Score -695680.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -695812.625000 Penalty: 4331.382812
	Iteration 14Q: 3 clusters Score -695812.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -695972.562500 Penalty: 4331.382812
	Iteration 15Q: 3 clusters Score -695972.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -696072.562500 Penalty: 4331.382812
	Iteration 16Q: 3 clusters Score -696072.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -696113.750000 Penalty: 4331.382812
	Iteration 17Q: 3 clusters Score -696113.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -696135.125000 Penalty: 4331.382812
	Iteration 18Q: 3 clusters Score -696135.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -696147.062500 Penalty: 4331.382812
	Iteration 19Q: 3 clusters Score -696147.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -696164.562500 Penalty: 4331.382812
	Iteration 20F: 3 clusters Score -696164.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -696201.812500 Penalty: 4331.382812
	Iteration 21Q: 3 clusters Score -696201.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -696262.750000 Penalty: 4331.382812
	Iteration 22Q: 3 clusters Score -696262.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -696327.187500 Penalty: 4331.382812
	Iteration 23Q: 3 clusters Score -696327.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -696362.937500 Penalty: 4331.382812
	Iteration 24Q: 3 clusters Score -696362.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -696376.562500 Penalty: 4331.382812
	Iteration 25Q: 3 clusters Score -696376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -696381.437500 Penalty: 4331.382812
	Iteration 26Q: 3 clusters Score -696381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -696386.312500 Penalty: 4331.382812
	Iteration 27Q: 3 clusters Score -696386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -696389.687500 Penalty: 4331.382812
	Iteration 28Q: 3 clusters Score -696389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -696388.562500 Penalty: 4331.382812
	Iteration 29Q: 3 clusters Score -696388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -696388.562500 Penalty: 4331.382812
	Iteration 30F: 3 clusters Score -696388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -204021.359375 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -204021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -201448.343750 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -201448.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -201960.656250 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -201960.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -202096.796875 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -202096.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202167.343750 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -202167.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -202223.187500 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -202223.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202289.171875 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -202289.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -202330.578125 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -202330.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202359.656250 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -202359.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -202381.781250 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -202381.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -202403.312500 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -202403.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202421.406250 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -202421.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -202439.875000 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -202439.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202452.703125 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -202452.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202461.500000 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -202461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -202470.406250 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -202470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202478.093750 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -202478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -202483.421875 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -202483.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -202490.828125 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -202490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202500.906250 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -202500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202507.515625 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -202507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -202509.765625 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -202509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -202511.937500 Penalty: 3756.980957
	Iteration 21Q: 3 clusters Score -202511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202512.484375 Penalty: 3756.980957
	Iteration 22Q: 3 clusters Score -202512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -202513.078125 Penalty: 3756.980957
	Iteration 23Q: 3 clusters Score -202513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202513.609375 Penalty: 3756.980957
	Iteration 24Q: 3 clusters Score -202513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202513.609375 Penalty: 3756.980957
	Iteration 25F: 3 clusters Score -202513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (50673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Entering Unmasked Estep 
Score: -5942026.000000 Penalty: 2686.620850
	Iteration 0F: 2 clusters Score -5942026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5907913.000000 Penalty: 5373.241699
	Iteration 0F: 3 clusters Score -5907913 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -5921134.500000 Penalty: 5373.241699
	Iteration 1F: 3 clusters Score -5921134 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5921712.000000 Penalty: 5373.241699
	Iteration 2Q: 3 clusters Score -5921712 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -5922309.500000 Penalty: 5373.241699
	Iteration 3Q: 3 clusters Score -5922310 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -5922897.500000 Penalty: 5373.241699
	Iteration 4Q: 3 clusters Score -5922898 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5923544.000000 Penalty: 5373.241699
	Iteration 5Q: 3 clusters Score -5923544 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -5924236.000000 Penalty: 5373.241699
	Iteration 6Q: 3 clusters Score -5924236 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5924978.000000 Penalty: 5373.241699
	Iteration 7Q: 3 clusters Score -5924978 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5925737.500000 Penalty: 5373.241699
	Iteration 8Q: 3 clusters Score -5925738 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5926462.500000 Penalty: 5373.241699
	Iteration 9Q: 3 clusters Score -5926462 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5927165.000000 Penalty: 5373.241699
	Iteration 10Q: 3 clusters Score -5927165 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -5928015.000000 Penalty: 5373.241699
	Iteration 11Q: 3 clusters Score -5928015 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5928964.000000 Penalty: 5373.241699
	Iteration 12Q: 3 clusters Score -5928964 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5930045.000000 Penalty: 5373.241699
	Iteration 13Q: 3 clusters Score -5930045 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5931260.500000 Penalty: 5373.241699
	Iteration 14Q: 3 clusters Score -5931260 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -5932564.500000 Penalty: 5373.241699
	Iteration 15Q: 3 clusters Score -5932564 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5933739.000000 Penalty: 5373.241699
	Iteration 16Q: 3 clusters Score -5933739 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5934666.500000 Penalty: 5373.241699
	Iteration 17Q: 3 clusters Score -5934666 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5935381.000000 Penalty: 5373.241699
	Iteration 18Q: 3 clusters Score -5935381 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -5935990.500000 Penalty: 5373.241699
	Iteration 19Q: 3 clusters Score -5935990 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -5936555.000000 Penalty: 5373.241699
	Iteration 20F: 3 clusters Score -5936555 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -5937117.500000 Penalty: 5373.241699
	Iteration 21Q: 3 clusters Score -5937118 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5937639.000000 Penalty: 5373.241699
	Iteration 22Q: 3 clusters Score -5937639 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5938083.500000 Penalty: 5373.241699
	Iteration 23Q: 3 clusters Score -5938084 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5938468.500000 Penalty: 5373.241699
	Iteration 24Q: 3 clusters Score -5938468 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5938772.000000 Penalty: 5373.241699
	Iteration 25Q: 3 clusters Score -5938772 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5939014.500000 Penalty: 5373.241699
	Iteration 26Q: 3 clusters Score -5939014 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5939227.500000 Penalty: 5373.241699
	Iteration 27Q: 3 clusters Score -5939228 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5939361.000000 Penalty: 5373.241699
	Iteration 28Q: 3 clusters Score -5939361 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5939475.500000 Penalty: 5373.241699
	Iteration 29Q: 3 clusters Score -5939476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5939533.500000 Penalty: 5373.241699
	Iteration 30Q: 3 clusters Score -5939534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5939595.500000 Penalty: 5373.241699
	Iteration 31Q: 3 clusters Score -5939596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5939634.500000 Penalty: 5373.241699
	Iteration 32Q: 3 clusters Score -5939634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5939665.000000 Penalty: 5373.241699
	Iteration 33Q: 3 clusters Score -5939665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5939680.500000 Penalty: 5373.241699
	Iteration 34Q: 3 clusters Score -5939680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5939692.000000 Penalty: 5373.241699
	Iteration 35Q: 3 clusters Score -5939692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5939700.000000 Penalty: 5373.241699
	Iteration 36Q: 3 clusters Score -5939700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5939694.500000 Penalty: 5373.241699
	Iteration 37Q: 3 clusters Score -5939694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5939697.000000 Penalty: 5373.241699
	Iteration 38Q: 3 clusters Score -5939697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5939704.500000 Penalty: 5373.241699
	Iteration 39Q: 3 clusters Score -5939704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5939704.500000 Penalty: 5373.241699
	Iteration 40F: 3 clusters Score -5939704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5939704.500000 Penalty: 5373.241699
	Iteration 41Q: 3 clusters Score -5939704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5939703.000000 Penalty: 5373.241699
	Iteration 42Q: 3 clusters Score -5939703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5939708.000000 Penalty: 5373.241699
	Iteration 43Q: 3 clusters Score -5939708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5939707.000000 Penalty: 5373.241699
	Iteration 44Q: 3 clusters Score -5939707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5939706.000000 Penalty: 5373.241699
	Iteration 45Q: 3 clusters Score -5939706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5939710.000000 Penalty: 5373.241699
	Iteration 46Q: 3 clusters Score -5939710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5939712.000000 Penalty: 5373.241699
	Iteration 47Q: 3 clusters Score -5939712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5939709.000000 Penalty: 5373.241699
	Iteration 48Q: 3 clusters Score -5939709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5939711.500000 Penalty: 5373.241699
	Iteration 49Q: 3 clusters Score -5939712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5939711.500000 Penalty: 5373.241699
	Iteration 50F: 3 clusters Score -5939712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -492201.968750 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -492202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -488012.625000 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -488012.6 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -488922.000000 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -488922 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -489161.781250 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -489161.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -489319.718750 Penalty: 4169.838379
	Iteration 3F: 3 clusters Score -489319.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -489461.312500 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -489461.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -489641.500000 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -489641.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -489834.812500 Penalty: 4169.838379
	Iteration 6F: 3 clusters Score -489834.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -490002.843750 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -490002.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -490122.250000 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -490122.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -490190.531250 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -490190.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -490237.437500 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -490237.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -490270.500000 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -490270.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -490299.968750 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -490300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -490326.875000 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -490326.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -490346.875000 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -490346.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -490364.125000 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -490364.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -490384.656250 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -490384.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -490404.718750 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -490404.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -490416.937500 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -490416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -490428.343750 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -490428.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -490439.687500 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -490439.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -490447.812500 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -490447.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -490458.250000 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -490458.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -490475.937500 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -490475.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -490488.000000 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -490488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -490498.312500 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -490498.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -490507.687500 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -490507.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -490514.562500 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -490514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -490518.218750 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -490518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -490521.625000 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -490521.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -490525.843750 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -490525.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -490530.468750 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -490530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -490537.343750 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -490537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -490544.062500 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -490544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -490548.750000 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -490548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -490552.312500 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -490552.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -490554.875000 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -490554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -490556.906250 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -490556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -490557.187500 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -490557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -490557.312500 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -490557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -490558.406250 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -490558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -490559.218750 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -490559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -490559.125000 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -490559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -490560.375000 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -490560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -490560.437500 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -490560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -490563.812500 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -490563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -490568.093750 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -490568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -490572.062500 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -490572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -490573.906250 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -490573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -490576.437500 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -490576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -490577.625000 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -490577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -490578.375000 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -490578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -490578.843750 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -490578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -490578.843750 Penalty: 4169.838379
	Iteration 53F: 3 clusters Score -490578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -160064.281250 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -160064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157839.234375 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -157839.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -158214.421875 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -158214.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158325.875000 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -158325.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -158385.500000 Penalty: 3621.034424
	Iteration 3Q: 3 clusters Score -158385.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -158420.015625 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -158420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -158450.484375 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -158450.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -158474.250000 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -158474.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -158490.375000 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -158490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -158510.234375 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -158510.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -158533.593750 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -158533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -158553.312500 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -158553.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -158574.468750 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -158574.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -158598.515625 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -158598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -158612.343750 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -158612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -158618.937500 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -158618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -158625.000000 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -158625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158631.203125 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -158631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158638.234375 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -158638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -158646.890625 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -158646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -158657.062500 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -158657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -158671.203125 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -158671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -158681.468750 Penalty: 3621.034424
	Iteration 21Q: 3 clusters Score -158681.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -158689.000000 Penalty: 3621.034424
	Iteration 22Q: 3 clusters Score -158689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -158694.781250 Penalty: 3621.034424
	Iteration 23Q: 3 clusters Score -158694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -158696.390625 Penalty: 3621.034424
	Iteration 24Q: 3 clusters Score -158696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -158696.390625 Penalty: 3621.034424
	Iteration 25F: 3 clusters Score -158696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -290308.281250 Penalty: 1996.416138
	Iteration 0F: 2 clusters Score -290308.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -287008.218750 Penalty: 3992.832275
	Iteration 0F: 3 clusters Score -287008.2 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -287892.875000 Penalty: 3992.832275
	Iteration 1F: 3 clusters Score -287892.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -288228.750000 Penalty: 3992.832275
	Iteration 2F: 3 clusters Score -288228.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -288424.531250 Penalty: 3992.832275
	Iteration 3F: 3 clusters Score -288424.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288572.937500 Penalty: 3992.832275
	Iteration 4Q: 3 clusters Score -288572.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -288688.250000 Penalty: 3992.832275
	Iteration 5Q: 3 clusters Score -288688.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -288770.656250 Penalty: 3992.832275
	Iteration 6Q: 3 clusters Score -288770.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -288845.593750 Penalty: 3992.832275
	Iteration 7Q: 3 clusters Score -288845.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -288930.718750 Penalty: 3992.832275
	Iteration 8Q: 3 clusters Score -288930.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -289055.875000 Penalty: 3992.832275
	Iteration 9Q: 3 clusters Score -289055.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -289164.968750 Penalty: 3992.832275
	Iteration 10Q: 3 clusters Score -289165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -289236.812500 Penalty: 3992.832275
	Iteration 11Q: 3 clusters Score -289236.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -289279.125000 Penalty: 3992.832275
	Iteration 12Q: 3 clusters Score -289279.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -289310.750000 Penalty: 3992.832275
	Iteration 13Q: 3 clusters Score -289310.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -289334.687500 Penalty: 3992.832275
	Iteration 14Q: 3 clusters Score -289334.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289352.968750 Penalty: 3992.832275
	Iteration 15Q: 3 clusters Score -289353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -289364.593750 Penalty: 3992.832275
	Iteration 16Q: 3 clusters Score -289364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -289369.812500 Penalty: 3992.832275
	Iteration 17Q: 3 clusters Score -289369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -289374.062500 Penalty: 3992.832275
	Iteration 18Q: 3 clusters Score -289374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -289378.062500 Penalty: 3992.832275
	Iteration 19Q: 3 clusters Score -289378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289381.656250 Penalty: 3992.832275
	Iteration 20F: 3 clusters Score -289381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -289385.968750 Penalty: 3992.832275
	Iteration 21Q: 3 clusters Score -289386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -289392.625000 Penalty: 3992.832275
	Iteration 22Q: 3 clusters Score -289392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -289397.218750 Penalty: 3992.832275
	Iteration 23Q: 3 clusters Score -289397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -289398.593750 Penalty: 3992.832275
	Iteration 24Q: 3 clusters Score -289398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -289401.437500 Penalty: 3992.832275
	Iteration 25Q: 3 clusters Score -289401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -289405.031250 Penalty: 3992.832275
	Iteration 26Q: 3 clusters Score -289405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -289408.281250 Penalty: 3992.832275
	Iteration 27Q: 3 clusters Score -289408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -289410.125000 Penalty: 3992.832275
	Iteration 28Q: 3 clusters Score -289410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289411.625000 Penalty: 3992.832275
	Iteration 29Q: 3 clusters Score -289411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289413.187500 Penalty: 3992.832275
	Iteration 30Q: 3 clusters Score -289413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289414.437500 Penalty: 3992.832275
	Iteration 31Q: 3 clusters Score -289414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289415.093750 Penalty: 3992.832275
	Iteration 32Q: 3 clusters Score -289415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289415.093750 Penalty: 3992.832275
	Iteration 33F: 3 clusters Score -289415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 31125 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63690 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 171702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 131263 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33447 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28068 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 13829 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 30791 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31158 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6878 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54793 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 41465 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11695 members 
Mstep: Class 50 contains 20687 members 
Mstep: Class 51 contains 16519 members 
Mstep: Class 52 contains 2386 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7134 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3616 members 
Mstep: Class 60 contains 12234 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3357 members 
Mstep: Class 63 contains 8523 members 
Mstep: Class 64 contains 5682 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4852 members 
Mstep: Class 71 contains 1914 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21341 members 
Mstep: Class 77 contains 1904 members 
Mstep: Class 78 contains 5564 members 
Mstep: Class 79 contains 45460 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13255 members 
Mstep: Class 84 contains 1737 members 
Mstep: Class 85 contains 6061 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5232 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2270 members 
Mstep: Class 90 contains 8499 members 
Mstep: Class 91 contains 3712 members 
Mstep: Class 92 contains 6202 members 
Mstep: Class 93 contains 1948 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 96 contains 4478 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212287488.000000 Penalty: 359308.937500
Iteration 199Q: 101 clusters Score -2.122875e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 9730 members 
Mstep: Class 3 contains 31119 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63685 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 76739 members 
Mstep: Class 9 contains 248577 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 171711 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 131266 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12601 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33439 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28067 members 
Mstep: Class 27 contains 3058 members 
Mstep: Class 28 contains 13685 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 5623 members 
Mstep: Class 33 contains 30784 members 
Mstep: Class 34 contains 6383 members 
Mstep: Class 35 contains 10847 members 
Mstep: Class 36 contains 31167 members 
Mstep: Class 37 contains 29145 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1370 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6881 members 
Mstep: Class 42 contains 6384 members 
Mstep: Class 43 contains 54787 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5954 members 
Mstep: Class 46 contains 41469 members 
Mstep: Class 47 contains 9966 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11697 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 16516 members 
Mstep: Class 52 contains 2595 members 
Mstep: Class 53 contains 8618 members 
Mstep: Class 54 contains 7141 members 
Mstep: Class 55 contains 33441 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 47553 members 
Mstep: Class 59 contains 3634 members 
Mstep: Class 60 contains 12229 members 
Mstep: Class 61 contains 12640 members 
Mstep: Class 62 contains 3359 members 
Mstep: Class 63 contains 8524 members 
Mstep: Class 64 contains 5673 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7311 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4532 members 
Mstep: Class 69 contains 7503 members 
Mstep: Class 70 contains 4862 members 
Mstep: Class 71 contains 1934 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21344 members 
Mstep: Class 77 contains 1905 members 
Mstep: Class 78 contains 5559 members 
Mstep: Class 79 contains 45443 members 
Mstep: Class 80 contains 1678 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13257 members 
Mstep: Class 84 contains 1730 members 
Mstep: Class 85 contains 6062 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 5076 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2321 members 
Mstep: Class 90 contains 8503 members 
Mstep: Class 91 contains 3711 members 
Mstep: Class 92 contains 6201 members 
Mstep: Class 93 contains 1952 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6050 members 
Mstep: Class 96 contains 4515 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3139 members 
Mstep: Class 99 contains 1417 members 
Mstep: Class 100 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212288768.000000 Penalty: 359308.937500
Iteration 200F: 101 clusters Score -2.122888e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 9728 members 
Mstep: Class 3 contains 31112 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63684 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 76752 members 
Mstep: Class 9 contains 248578 members 
Mstep: Class 10 contains 9842 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 171703 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 131271 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 19 contains 59955 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16531 members 
Mstep: Class 24 contains 33434 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28067 members 
Mstep: Class 27 contains 3069 members 
Mstep: Class 28 contains 13592 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 5629 members 
Mstep: Class 33 contains 30782 members 
Mstep: Class 34 contains 6437 members 
Mstep: Class 35 contains 10845 members 
Mstep: Class 36 contains 31165 members 
Mstep: Class 37 contains 29144 members 
Mstep: Class 38 contains 17002 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 6383 members 
Mstep: Class 43 contains 54783 members 
Mstep: Class 44 contains 38359 members 
Mstep: Class 45 contains 5903 members 
Mstep: Class 46 contains 41494 members 
Mstep: Class 47 contains 9968 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11697 members 
Mstep: Class 50 contains 20679 members 
Mstep: Class 51 contains 16507 members 
Mstep: Class 52 contains 2751 members 
Mstep: Class 53 contains 8616 members 
Mstep: Class 54 contains 7143 members 
Mstep: Class 55 contains 33443 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3796 members 
Mstep: Class 58 contains 47553 members 
Mstep: Class 59 contains 3604 members 
Mstep: Class 60 contains 12222 members 
Mstep: Class 61 contains 12640 members 
Mstep: Class 62 contains 3363 members 
Mstep: Class 63 contains 8526 members 
Mstep: Class 64 contains 5666 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7312 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4528 members 
Mstep: Class 69 contains 7508 members 
Mstep: Class 70 contains 4869 members 
Mstep: Class 71 contains 1938 members 
Mstep: Class 72 contains 7193 members 
Mstep: Class 73 contains 4974 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17579 members 
Mstep: Class 76 contains 21351 members 
Mstep: Class 77 contains 1906 members 
Mstep: Class 78 contains 5558 members 
Mstep: Class 79 contains 45429 members 
Mstep: Class 80 contains 1670 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13261 members 
Mstep: Class 84 contains 1724 members 
Mstep: Class 85 contains 6063 members 
Mstep: Class 86 contains 6659 members 
Mstep: Class 87 contains 4854 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2326 members 
Mstep: Class 90 contains 8500 members 
Mstep: Class 91 contains 3706 members 
Mstep: Class 92 contains 6203 members 
Mstep: Class 93 contains 1953 members 
Mstep: Class 94 contains 50673 members 
Mstep: Class 95 contains 6134 members 
Mstep: Class 96 contains 4527 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3144 members 
Mstep: Class 99 contains 1528 members 
Mstep: Class 100 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289520.000000 Penalty: 359308.937500
Iteration 201Q: 101 clusters Score -2.122895e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143597 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 31110 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 63683 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 76756 members 
Mstep: Class 9 contains 248579 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 171686 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 131271 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 10180 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 59949 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16531 members 
Mstep: Class 24 contains 33428 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28065 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 13526 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 5629 members 
Mstep: Class 33 contains 30776 members 
Mstep: Class 34 contains 6472 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31178 members 
Mstep: Class 37 contains 29144 members 
Mstep: Class 38 contains 17003 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6891 members 
Mstep: Class 42 contains 6381 members 
Mstep: Class 43 contains 54781 members 
Mstep: Class 44 contains 38357 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 41518 members 
Mstep: Class 47 contains 9967 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11696 members 
Mstep: Class 50 contains 20672 members 
Mstep: Class 51 contains 16499 members 
Mstep: Class 52 contains 2897 members 
Mstep: Class 53 contains 8620 members 
Mstep: Class 54 contains 7142 members 
Mstep: Class 55 contains 33442 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3756 members 
Mstep: Class 58 contains 47552 members 
Mstep: Class 59 contains 3596 members 
Mstep: Class 60 contains 12223 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3363 members 
Mstep: Class 63 contains 8527 members 
Mstep: Class 64 contains 5659 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7316 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4541 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 4884 members 
Mstep: Class 71 contains 1940 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4971 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17580 members 
Mstep: Class 76 contains 21355 members 
Mstep: Class 77 contains 1907 members 
Mstep: Class 78 contains 5558 members 
Mstep: Class 79 contains 45422 members 
Mstep: Class 80 contains 1670 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13263 members 
Mstep: Class 84 contains 1719 members 
Mstep: Class 85 contains 6063 members 
Mstep: Class 86 contains 6658 members 
Mstep: Class 87 contains 4679 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2326 members 
Mstep: Class 90 contains 8506 members 
Mstep: Class 91 contains 3698 members 
Mstep: Class 92 contains 6207 members 
Mstep: Class 93 contains 1954 members 
Mstep: Class 94 contains 50675 members 
Mstep: Class 95 contains 6171 members 
Mstep: Class 96 contains 4535 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3144 members 
Mstep: Class 99 contains 1571 members 
Mstep: Class 100 contains 3105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289216.000000 Penalty: 359308.937500
Iteration 202Q: 101 clusters Score -2.122892e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 9724 members 
Mstep: Class 3 contains 31104 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 63681 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 76764 members 
Mstep: Class 9 contains 248578 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 12 contains 171667 members 
Mstep: Class 13 contains 5289 members 
Mstep: Class 14 contains 131275 members 
Mstep: Class 15 contains 35721 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 59944 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33422 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28063 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 13473 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 30775 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 10848 members 
Mstep: Class 36 contains 31177 members 
Mstep: Class 37 contains 29144 members 
Mstep: Class 38 contains 17003 members 
Mstep: Class 39 contains 1371 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6896 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 54776 members 
Mstep: Class 44 contains 38357 members 
Mstep: Class 45 contains 5873 members 
Mstep: Class 46 contains 41537 members 
Mstep: Class 47 contains 9967 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11696 members 
Mstep: Class 50 contains 20669 members 
Mstep: Class 51 contains 16491 members 
Mstep: Class 52 contains 3020 members 
Mstep: Class 53 contains 8628 members 
Mstep: Class 54 contains 7138 members 
Mstep: Class 55 contains 33441 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3734 members 
Mstep: Class 58 contains 47551 members 
Mstep: Class 59 contains 3590 members 
Mstep: Class 60 contains 12217 members 
Mstep: Class 61 contains 12633 members 
Mstep: Class 62 contains 3364 members 
Mstep: Class 63 contains 8531 members 
Mstep: Class 64 contains 5661 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7311 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4546 members 
Mstep: Class 69 contains 7510 members 
Mstep: Class 70 contains 4892 members 
Mstep: Class 71 contains 1943 members 
Mstep: Class 72 contains 7196 members 
Mstep: Class 73 contains 4973 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17581 members 
Mstep: Class 76 contains 21361 members 
Mstep: Class 77 contains 1907 members 
Mstep: Class 78 contains 5560 members 
Mstep: Class 79 contains 45419 members 
Mstep: Class 80 contains 1671 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13266 members 
Mstep: Class 84 contains 1718 members 
Mstep: Class 85 contains 6064 members 
Mstep: Class 86 contains 6661 members 
Mstep: Class 87 contains 4536 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2328 members 
Mstep: Class 90 contains 8531 members 
Mstep: Class 91 contains 3690 members 
Mstep: Class 92 contains 6208 members 
Mstep: Class 93 contains 1955 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6191 members 
Mstep: Class 96 contains 4538 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3143 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289488.000000 Penalty: 359308.937500
Iteration 203Q: 101 clusters Score -2.122895e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 9724 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63681 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 76770 members 
Mstep: Class 9 contains 248577 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 171649 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 131277 members 
Mstep: Class 15 contains 35717 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 59939 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 33417 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28063 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5637 members 
Mstep: Class 33 contains 30776 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 10846 members 
Mstep: Class 36 contains 31182 members 
Mstep: Class 37 contains 29143 members 
Mstep: Class 38 contains 16999 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6898 members 
Mstep: Class 42 contains 6383 members 
Mstep: Class 43 contains 54774 members 
Mstep: Class 44 contains 38358 members 
Mstep: Class 45 contains 5869 members 
Mstep: Class 46 contains 41570 members 
Mstep: Class 47 contains 9966 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11694 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 16482 members 
Mstep: Class 52 contains 3149 members 
Mstep: Class 53 contains 8638 members 
Mstep: Class 54 contains 7138 members 
Mstep: Class 55 contains 33439 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3726 members 
Mstep: Class 58 contains 47551 members 
Mstep: Class 59 contains 3592 members 
Mstep: Class 60 contains 12217 members 
Mstep: Class 61 contains 12632 members 
Mstep: Class 62 contains 3362 members 
Mstep: Class 63 contains 8533 members 
Mstep: Class 64 contains 5661 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7308 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4558 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 4897 members 
Mstep: Class 71 contains 1945 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4967 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17581 members 
Mstep: Class 76 contains 21367 members 
Mstep: Class 77 contains 1906 members 
Mstep: Class 78 contains 5557 members 
Mstep: Class 79 contains 45414 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13267 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6065 members 
Mstep: Class 86 contains 6661 members 
Mstep: Class 87 contains 4391 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2327 members 
Mstep: Class 90 contains 8546 members 
Mstep: Class 91 contains 3688 members 
Mstep: Class 92 contains 6203 members 
Mstep: Class 93 contains 1957 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6204 members 
Mstep: Class 96 contains 4547 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3142 members 
Mstep: Class 99 contains 1602 members 
Mstep: Class 100 contains 3141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289552.000000 Penalty: 359308.937500
Iteration 204Q: 101 clusters Score -2.122896e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143608 members 
Mstep: Class 2 contains 9723 members 
Mstep: Class 3 contains 31089 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 63677 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 76773 members 
Mstep: Class 9 contains 248579 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 171622 members 
Mstep: Class 13 contains 5283 members 
Mstep: Class 14 contains 131279 members 
Mstep: Class 15 contains 35714 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 59938 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16531 members 
Mstep: Class 24 contains 33413 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28062 members 
Mstep: Class 27 contains 3077 members 
Mstep: Class 28 contains 13422 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 5639 members 
Mstep: Class 33 contains 30777 members 
Mstep: Class 34 contains 6498 members 
Mstep: Class 35 contains 10839 members 
Mstep: Class 36 contains 31185 members 
Mstep: Class 37 contains 29143 members 
Mstep: Class 38 contains 16994 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6903 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 54769 members 
Mstep: Class 44 contains 38360 members 
Mstep: Class 45 contains 5861 members 
Mstep: Class 46 contains 41594 members 
Mstep: Class 47 contains 9963 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 16478 members 
Mstep: Class 52 contains 3265 members 
Mstep: Class 53 contains 8646 members 
Mstep: Class 54 contains 7139 members 
Mstep: Class 55 contains 33436 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3717 members 
Mstep: Class 58 contains 47550 members 
Mstep: Class 59 contains 3587 members 
Mstep: Class 60 contains 12216 members 
Mstep: Class 61 contains 12629 members 
Mstep: Class 62 contains 3363 members 
Mstep: Class 63 contains 8532 members 
Mstep: Class 64 contains 5659 members 
Mstep: Class 65 contains 2515 members 
Mstep: Class 66 contains 7307 members 
Mstep: Class 67 contains 4835 members 
Mstep: Class 68 contains 4571 members 
Mstep: Class 69 contains 7515 members 
Mstep: Class 70 contains 4904 members 
Mstep: Class 71 contains 1946 members 
Mstep: Class 72 contains 7199 members 
Mstep: Class 73 contains 4965 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17582 members 
Mstep: Class 76 contains 21375 members 
Mstep: Class 77 contains 1907 members 
Mstep: Class 78 contains 5556 members 
Mstep: Class 79 contains 45415 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13272 members 
Mstep: Class 84 contains 1718 members 
Mstep: Class 85 contains 6065 members 
Mstep: Class 86 contains 6663 members 
Mstep: Class 87 contains 4263 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2328 members 
Mstep: Class 90 contains 8555 members 
Mstep: Class 91 contains 3683 members 
Mstep: Class 92 contains 6199 members 
Mstep: Class 93 contains 1957 members 
Mstep: Class 94 contains 50679 members 
Mstep: Class 95 contains 6214 members 
Mstep: Class 96 contains 4557 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3137 members 
Mstep: Class 99 contains 1610 members 
Mstep: Class 100 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212289584.000000 Penalty: 359308.937500
Iteration 205Q: 101 clusters Score -2.122896e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 9723 members 
Mstep: Class 3 contains 31084 members 
Mstep: Class 4 contains 11938 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 63675 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 76775 members 
Mstep: Class 9 contains 248579 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 171613 members 
Mstep: Class 13 contains 5278 members 
Mstep: Class 14 contains 131277 members 
Mstep: Class 15 contains 35711 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 59935 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16531 members 
Mstep: Class 24 contains 33408 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28062 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 13405 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 5641 members 
Mstep: Class 33 contains 30778 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10836 members 
Mstep: Class 36 contains 31183 members 
Mstep: Class 37 contains 29142 members 
Mstep: Class 38 contains 16993 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 6905 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54767 members 
Mstep: Class 44 contains 38361 members 
Mstep: Class 45 contains 5858 members 
Mstep: Class 46 contains 41612 members 
Mstep: Class 47 contains 9962 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11689 members 
Mstep: Class 50 contains 20669 members 
Mstep: Class 51 contains 16476 members 
Mstep: Class 52 contains 3367 members 
Mstep: Class 53 contains 8652 members 
Mstep: Class 54 contains 7141 members 
Mstep: Class 55 contains 33435 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3717 members 
Mstep: Class 58 contains 47551 members 
Mstep: Class 59 contains 3586 members 
Mstep: Class 60 contains 12208 members 
Mstep: Class 61 contains 12628 members 
Mstep: Class 62 contains 3366 members 
Mstep: Class 63 contains 8537 members 
Mstep: Class 64 contains 5657 members 
Mstep: Class 65 contains 2515 members 
Mstep: Class 66 contains 7307 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4579 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 4915 members 
Mstep: Class 71 contains 1947 members 
Mstep: Class 72 contains 7199 members 
Mstep: Class 73 contains 4967 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21381 members 
Mstep: Class 77 contains 1907 members 
Mstep: Class 78 contains 5550 members 
Mstep: Class 79 contains 45414 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13276 members 
Mstep: Class 84 contains 1718 members 
Mstep: Class 85 contains 6066 members 
Mstep: Class 86 contains 6664 members 
Mstep: Class 87 contains 4150 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2328 members 
Mstep: Class 90 contains 8566 members 
Mstep: Class 91 contains 3676 members 
Mstep: Class 92 contains 6191 members 
Mstep: Class 93 contains 1957 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6218 members 
Mstep: Class 96 contains 4573 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3132 members 
Mstep: Class 99 contains 1615 members 
Mstep: Class 100 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290080.000000 Penalty: 359308.937500
Iteration 206Q: 101 clusters Score -2.122901e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 9722 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 11938 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63672 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 76778 members 
Mstep: Class 9 contains 248578 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 3505 members 
Mstep: Class 12 contains 171591 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 14 contains 131277 members 
Mstep: Class 15 contains 35710 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10183 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 59933 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16531 members 
Mstep: Class 24 contains 33403 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28060 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 13395 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 5644 members 
Mstep: Class 33 contains 30774 members 
Mstep: Class 34 contains 6508 members 
Mstep: Class 35 contains 10831 members 
Mstep: Class 36 contains 31177 members 
Mstep: Class 37 contains 29143 members 
Mstep: Class 38 contains 16991 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 6906 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54762 members 
Mstep: Class 44 contains 38358 members 
Mstep: Class 45 contains 5861 members 
Mstep: Class 46 contains 41624 members 
Mstep: Class 47 contains 9961 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 16475 members 
Mstep: Class 52 contains 3474 members 
Mstep: Class 53 contains 8661 members 
Mstep: Class 54 contains 7143 members 
Mstep: Class 55 contains 33433 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3718 members 
Mstep: Class 58 contains 47551 members 
Mstep: Class 59 contains 3575 members 
Mstep: Class 60 contains 12205 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3368 members 
Mstep: Class 63 contains 8540 members 
Mstep: Class 64 contains 5657 members 
Mstep: Class 65 contains 2515 members 
Mstep: Class 66 contains 7309 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 7520 members 
Mstep: Class 70 contains 4919 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7196 members 
Mstep: Class 73 contains 4969 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21389 members 
Mstep: Class 77 contains 1911 members 
Mstep: Class 78 contains 5555 members 
Mstep: Class 79 contains 45411 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13282 members 
Mstep: Class 84 contains 1717 members 
Mstep: Class 85 contains 6067 members 
Mstep: Class 86 contains 6664 members 
Mstep: Class 87 contains 4042 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2329 members 
Mstep: Class 90 contains 8571 members 
Mstep: Class 91 contains 3673 members 
Mstep: Class 92 contains 6180 members 
Mstep: Class 93 contains 1958 members 
Mstep: Class 94 contains 50679 members 
Mstep: Class 95 contains 6221 members 
Mstep: Class 96 contains 4588 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3126 members 
Mstep: Class 99 contains 1622 members 
Mstep: Class 100 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290480.000000 Penalty: 359308.937500
Iteration 207Q: 101 clusters Score -2.122905e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 9720 members 
Mstep: Class 3 contains 31073 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 14030 members 
Mstep: Class 6 contains 63670 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 76784 members 
Mstep: Class 9 contains 248579 members 
Mstep: Class 10 contains 9821 members 
Mstep: Class 11 contains 3505 members 
Mstep: Class 12 contains 171573 members 
Mstep: Class 13 contains 5289 members 
Mstep: Class 14 contains 131279 members 
Mstep: Class 15 contains 35707 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 59927 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16531 members 
Mstep: Class 24 contains 33397 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28060 members 
Mstep: Class 27 contains 3077 members 
Mstep: Class 28 contains 13391 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5650 members 
Mstep: Class 33 contains 30770 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10832 members 
Mstep: Class 36 contains 31178 members 
Mstep: Class 37 contains 29142 members 
Mstep: Class 38 contains 16990 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 6907 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54759 members 
Mstep: Class 44 contains 38358 members 
Mstep: Class 45 contains 5865 members 
Mstep: Class 46 contains 41635 members 
Mstep: Class 47 contains 9957 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20669 members 
Mstep: Class 51 contains 16475 members 
Mstep: Class 52 contains 3562 members 
Mstep: Class 53 contains 8667 members 
Mstep: Class 54 contains 7144 members 
Mstep: Class 55 contains 33435 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3716 members 
Mstep: Class 58 contains 47549 members 
Mstep: Class 59 contains 3566 members 
Mstep: Class 60 contains 12197 members 
Mstep: Class 61 contains 12625 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 8545 members 
Mstep: Class 64 contains 5651 members 
Mstep: Class 65 contains 2515 members 
Mstep: Class 66 contains 7311 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4600 members 
Mstep: Class 69 contains 7522 members 
Mstep: Class 70 contains 4922 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7196 members 
Mstep: Class 73 contains 4971 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21396 members 
Mstep: Class 77 contains 1912 members 
Mstep: Class 78 contains 5561 members 
Mstep: Class 79 contains 45408 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13291 members 
Mstep: Class 84 contains 1717 members 
Mstep: Class 85 contains 6064 members 
Mstep: Class 86 contains 6665 members 
Mstep: Class 87 contains 3946 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2331 members 
Mstep: Class 90 contains 8568 members 
Mstep: Class 91 contains 3670 members 
Mstep: Class 92 contains 6175 members 
Mstep: Class 93 contains 1959 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6222 members 
Mstep: Class 96 contains 4601 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3124 members 
Mstep: Class 99 contains 1627 members 
Mstep: Class 100 contains 3154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290720.000000 Penalty: 359308.937500
Iteration 208Q: 101 clusters Score -2.122907e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 31066 members 
Mstep: Class 4 contains 11935 members 
Mstep: Class 5 contains 14029 members 
Mstep: Class 6 contains 63668 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 76784 members 
Mstep: Class 9 contains 248576 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 171555 members 
Mstep: Class 13 contains 5294 members 
Mstep: Class 14 contains 131282 members 
Mstep: Class 15 contains 35707 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 59926 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16533 members 
Mstep: Class 24 contains 33386 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28059 members 
Mstep: Class 27 contains 3083 members 
Mstep: Class 28 contains 13390 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 5649 members 
Mstep: Class 33 contains 30772 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10837 members 
Mstep: Class 36 contains 31180 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16989 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54756 members 
Mstep: Class 44 contains 38356 members 
Mstep: Class 45 contains 5867 members 
Mstep: Class 46 contains 41641 members 
Mstep: Class 47 contains 9949 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 16474 members 
Mstep: Class 52 contains 3656 members 
Mstep: Class 53 contains 8669 members 
Mstep: Class 54 contains 7143 members 
Mstep: Class 55 contains 33440 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3714 members 
Mstep: Class 58 contains 47549 members 
Mstep: Class 59 contains 3558 members 
Mstep: Class 60 contains 12195 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3366 members 
Mstep: Class 63 contains 8550 members 
Mstep: Class 64 contains 5651 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7309 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4601 members 
Mstep: Class 69 contains 7526 members 
Mstep: Class 70 contains 4927 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7193 members 
Mstep: Class 73 contains 4976 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21399 members 
Mstep: Class 77 contains 1913 members 
Mstep: Class 78 contains 5565 members 
Mstep: Class 79 contains 45400 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13298 members 
Mstep: Class 84 contains 1717 members 
Mstep: Class 85 contains 6065 members 
Mstep: Class 86 contains 6666 members 
Mstep: Class 87 contains 3853 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2333 members 
Mstep: Class 90 contains 8563 members 
Mstep: Class 91 contains 3671 members 
Mstep: Class 92 contains 6164 members 
Mstep: Class 93 contains 1961 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6224 members 
Mstep: Class 96 contains 4615 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3123 members 
Mstep: Class 99 contains 1629 members 
Mstep: Class 100 contains 3156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290752.000000 Penalty: 359308.937500
Iteration 209Q: 101 clusters Score -2.122908e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 31063 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63664 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 76786 members 
Mstep: Class 9 contains 248576 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 171542 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 131285 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 59923 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33377 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28058 members 
Mstep: Class 27 contains 3086 members 
Mstep: Class 28 contains 13388 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 5645 members 
Mstep: Class 33 contains 30772 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10835 members 
Mstep: Class 36 contains 31184 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16989 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54755 members 
Mstep: Class 44 contains 38354 members 
Mstep: Class 45 contains 5868 members 
Mstep: Class 46 contains 41645 members 
Mstep: Class 47 contains 9947 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 16474 members 
Mstep: Class 52 contains 3744 members 
Mstep: Class 53 contains 8674 members 
Mstep: Class 54 contains 7144 members 
Mstep: Class 55 contains 33441 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3715 members 
Mstep: Class 58 contains 47549 members 
Mstep: Class 59 contains 3556 members 
Mstep: Class 60 contains 12193 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 8551 members 
Mstep: Class 64 contains 5647 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7310 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4601 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 4933 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7193 members 
Mstep: Class 73 contains 4976 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21400 members 
Mstep: Class 77 contains 1918 members 
Mstep: Class 78 contains 5569 members 
Mstep: Class 79 contains 45394 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13304 members 
Mstep: Class 84 contains 1717 members 
Mstep: Class 85 contains 6066 members 
Mstep: Class 86 contains 6668 members 
Mstep: Class 87 contains 3762 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2333 members 
Mstep: Class 90 contains 8566 members 
Mstep: Class 91 contains 3670 members 
Mstep: Class 92 contains 6154 members 
Mstep: Class 93 contains 1962 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6224 members 
Mstep: Class 96 contains 4627 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3123 members 
Mstep: Class 99 contains 1631 members 
Mstep: Class 100 contains 3158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291008.000000 Penalty: 359308.937500
Iteration 210Q: 101 clusters Score -2.12291e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 31063 members 
Mstep: Class 4 contains 11938 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63660 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 76791 members 
Mstep: Class 9 contains 248576 members 
Mstep: Class 10 contains 9828 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 171527 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 131288 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 59923 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33369 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28057 members 
Mstep: Class 27 contains 3088 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 5644 members 
Mstep: Class 33 contains 30773 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10836 members 
Mstep: Class 36 contains 31184 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16988 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 54753 members 
Mstep: Class 44 contains 38354 members 
Mstep: Class 45 contains 5869 members 
Mstep: Class 46 contains 41648 members 
Mstep: Class 47 contains 9946 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 16474 members 
Mstep: Class 52 contains 3844 members 
Mstep: Class 53 contains 8680 members 
Mstep: Class 54 contains 7142 members 
Mstep: Class 55 contains 33441 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3712 members 
Mstep: Class 58 contains 47550 members 
Mstep: Class 59 contains 3554 members 
Mstep: Class 60 contains 12190 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3368 members 
Mstep: Class 63 contains 8552 members 
Mstep: Class 64 contains 5644 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7309 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4601 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 4937 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4977 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21402 members 
Mstep: Class 77 contains 1922 members 
Mstep: Class 78 contains 5575 members 
Mstep: Class 79 contains 45392 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13304 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6068 members 
Mstep: Class 86 contains 6668 members 
Mstep: Class 87 contains 3664 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2333 members 
Mstep: Class 90 contains 8561 members 
Mstep: Class 91 contains 3669 members 
Mstep: Class 92 contains 6147 members 
Mstep: Class 93 contains 1962 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6225 members 
Mstep: Class 96 contains 4637 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3121 members 
Mstep: Class 99 contains 1632 members 
Mstep: Class 100 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212290768.000000 Penalty: 359308.937500
Iteration 211Q: 101 clusters Score -2.122908e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 31062 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 63657 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 76797 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 171524 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 131286 members 
Mstep: Class 15 contains 35711 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 59922 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33359 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28057 members 
Mstep: Class 27 contains 3096 members 
Mstep: Class 28 contains 13384 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 5646 members 
Mstep: Class 33 contains 30775 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10837 members 
Mstep: Class 36 contains 31179 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16986 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6384 members 
Mstep: Class 43 contains 54749 members 
Mstep: Class 44 contains 38355 members 
Mstep: Class 45 contains 5869 members 
Mstep: Class 46 contains 41648 members 
Mstep: Class 47 contains 9946 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20668 members 
Mstep: Class 51 contains 16473 members 
Mstep: Class 52 contains 3926 members 
Mstep: Class 53 contains 8683 members 
Mstep: Class 54 contains 7142 members 
Mstep: Class 55 contains 33440 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3711 members 
Mstep: Class 58 contains 47551 members 
Mstep: Class 59 contains 3550 members 
Mstep: Class 60 contains 12187 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3373 members 
Mstep: Class 63 contains 8553 members 
Mstep: Class 64 contains 5644 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7315 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4604 members 
Mstep: Class 69 contains 7523 members 
Mstep: Class 70 contains 4941 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4976 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17583 members 
Mstep: Class 76 contains 21407 members 
Mstep: Class 77 contains 1924 members 
Mstep: Class 78 contains 5576 members 
Mstep: Class 79 contains 45387 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13306 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6069 members 
Mstep: Class 86 contains 6670 members 
Mstep: Class 87 contains 3583 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2334 members 
Mstep: Class 90 contains 8560 members 
Mstep: Class 91 contains 3666 members 
Mstep: Class 92 contains 6138 members 
Mstep: Class 93 contains 1962 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6226 members 
Mstep: Class 96 contains 4643 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3122 members 
Mstep: Class 99 contains 1630 members 
Mstep: Class 100 contains 3162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291104.000000 Penalty: 359308.937500
Iteration 212Q: 101 clusters Score -2.122911e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 31058 members 
Mstep: Class 4 contains 11936 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 63659 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 76804 members 
Mstep: Class 9 contains 248572 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 3508 members 
Mstep: Class 12 contains 171513 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 131287 members 
Mstep: Class 15 contains 35711 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 59918 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33354 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28057 members 
Mstep: Class 27 contains 3105 members 
Mstep: Class 28 contains 13382 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5654 members 
Mstep: Class 33 contains 30772 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10842 members 
Mstep: Class 36 contains 31170 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16981 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 54745 members 
Mstep: Class 44 contains 38352 members 
Mstep: Class 45 contains 5870 members 
Mstep: Class 46 contains 41649 members 
Mstep: Class 47 contains 9944 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20664 members 
Mstep: Class 51 contains 16473 members 
Mstep: Class 52 contains 3990 members 
Mstep: Class 53 contains 8689 members 
Mstep: Class 54 contains 7142 members 
Mstep: Class 55 contains 33437 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3708 members 
Mstep: Class 58 contains 47551 members 
Mstep: Class 59 contains 3545 members 
Mstep: Class 60 contains 12184 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3372 members 
Mstep: Class 63 contains 8554 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7320 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4613 members 
Mstep: Class 69 contains 7526 members 
Mstep: Class 70 contains 4943 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7190 members 
Mstep: Class 73 contains 4976 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21412 members 
Mstep: Class 77 contains 1923 members 
Mstep: Class 78 contains 5579 members 
Mstep: Class 79 contains 45384 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2281 members 
Mstep: Class 83 contains 13307 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6068 members 
Mstep: Class 86 contains 6673 members 
Mstep: Class 87 contains 3525 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8554 members 
Mstep: Class 91 contains 3665 members 
Mstep: Class 92 contains 6136 members 
Mstep: Class 93 contains 1962 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6228 members 
Mstep: Class 96 contains 4643 members 
Mstep: Class 97 contains 1480 members 
Mstep: Class 98 contains 3125 members 
Mstep: Class 99 contains 1627 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291168.000000 Penalty: 359308.937500
Iteration 213Q: 101 clusters Score -2.122912e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143620 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 31054 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63661 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 76809 members 
Mstep: Class 9 contains 248572 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 171499 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 131289 members 
Mstep: Class 15 contains 35713 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10183 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33358 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28056 members 
Mstep: Class 27 contains 3114 members 
Mstep: Class 28 contains 13383 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5655 members 
Mstep: Class 33 contains 30769 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10846 members 
Mstep: Class 36 contains 31167 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16981 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54740 members 
Mstep: Class 44 contains 38348 members 
Mstep: Class 45 contains 5866 members 
Mstep: Class 46 contains 41648 members 
Mstep: Class 47 contains 9942 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20662 members 
Mstep: Class 51 contains 16472 members 
Mstep: Class 52 contains 4024 members 
Mstep: Class 53 contains 8695 members 
Mstep: Class 54 contains 7140 members 
Mstep: Class 55 contains 33436 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3708 members 
Mstep: Class 58 contains 47550 members 
Mstep: Class 59 contains 3545 members 
Mstep: Class 60 contains 12185 members 
Mstep: Class 61 contains 12621 members 
Mstep: Class 62 contains 3369 members 
Mstep: Class 63 contains 8554 members 
Mstep: Class 64 contains 5646 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7315 members 
Mstep: Class 67 contains 4834 members 
Mstep: Class 68 contains 4618 members 
Mstep: Class 69 contains 7526 members 
Mstep: Class 70 contains 4940 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7188 members 
Mstep: Class 73 contains 4978 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21415 members 
Mstep: Class 77 contains 1921 members 
Mstep: Class 78 contains 5580 members 
Mstep: Class 79 contains 45375 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13309 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6675 members 
Mstep: Class 87 contains 3500 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8561 members 
Mstep: Class 91 contains 3663 members 
Mstep: Class 92 contains 6131 members 
Mstep: Class 93 contains 1962 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6228 members 
Mstep: Class 96 contains 4649 members 
Mstep: Class 97 contains 1480 members 
Mstep: Class 98 contains 3125 members 
Mstep: Class 99 contains 1621 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291328.000000 Penalty: 359308.937500
Iteration 214Q: 101 clusters Score -2.122913e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 9708 members 
Mstep: Class 3 contains 31051 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 14029 members 
Mstep: Class 6 contains 63663 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 76815 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 171494 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 131289 members 
Mstep: Class 15 contains 35715 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 59911 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33355 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28057 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 13383 members 
Mstep: Class 29 contains 14997 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5651 members 
Mstep: Class 33 contains 30770 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10855 members 
Mstep: Class 36 contains 31160 members 
Mstep: Class 37 contains 29140 members 
Mstep: Class 38 contains 16979 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6910 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54735 members 
Mstep: Class 44 contains 38347 members 
Mstep: Class 45 contains 5864 members 
Mstep: Class 46 contains 41652 members 
Mstep: Class 47 contains 9935 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20658 members 
Mstep: Class 51 contains 16471 members 
Mstep: Class 52 contains 4061 members 
Mstep: Class 53 contains 8700 members 
Mstep: Class 54 contains 7139 members 
Mstep: Class 55 contains 33434 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3708 members 
Mstep: Class 58 contains 47549 members 
Mstep: Class 59 contains 3542 members 
Mstep: Class 60 contains 12180 members 
Mstep: Class 61 contains 12622 members 
Mstep: Class 62 contains 3369 members 
Mstep: Class 63 contains 8556 members 
Mstep: Class 64 contains 5645 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7316 members 
Mstep: Class 67 contains 4833 members 
Mstep: Class 68 contains 4623 members 
Mstep: Class 69 contains 7528 members 
Mstep: Class 70 contains 4939 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7188 members 
Mstep: Class 73 contains 4976 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17584 members 
Mstep: Class 76 contains 21417 members 
Mstep: Class 77 contains 1919 members 
Mstep: Class 78 contains 5581 members 
Mstep: Class 79 contains 45366 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13309 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6677 members 
Mstep: Class 87 contains 3463 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8564 members 
Mstep: Class 91 contains 3661 members 
Mstep: Class 92 contains 6129 members 
Mstep: Class 93 contains 1964 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4661 members 
Mstep: Class 97 contains 1480 members 
Mstep: Class 98 contains 3124 members 
Mstep: Class 99 contains 1621 members 
Mstep: Class 100 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291472.000000 Penalty: 359308.937500
Iteration 215Q: 101 clusters Score -2.122915e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 31046 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63663 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 76821 members 
Mstep: Class 9 contains 248577 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 171485 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 131292 members 
Mstep: Class 15 contains 35715 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 59907 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33349 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28059 members 
Mstep: Class 27 contains 3129 members 
Mstep: Class 28 contains 13383 members 
Mstep: Class 29 contains 14998 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5650 members 
Mstep: Class 33 contains 30769 members 
Mstep: Class 34 contains 6508 members 
Mstep: Class 35 contains 10854 members 
Mstep: Class 36 contains 31165 members 
Mstep: Class 37 contains 29139 members 
Mstep: Class 38 contains 16979 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54728 members 
Mstep: Class 44 contains 38347 members 
Mstep: Class 45 contains 5859 members 
Mstep: Class 46 contains 41655 members 
Mstep: Class 47 contains 9936 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11687 members 
Mstep: Class 50 contains 20652 members 
Mstep: Class 51 contains 16469 members 
Mstep: Class 52 contains 4096 members 
Mstep: Class 53 contains 8701 members 
Mstep: Class 54 contains 7133 members 
Mstep: Class 55 contains 33431 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3708 members 
Mstep: Class 58 contains 47549 members 
Mstep: Class 59 contains 3544 members 
Mstep: Class 60 contains 12181 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3368 members 
Mstep: Class 63 contains 8555 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7319 members 
Mstep: Class 67 contains 4833 members 
Mstep: Class 68 contains 4623 members 
Mstep: Class 69 contains 7526 members 
Mstep: Class 70 contains 4939 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4973 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21423 members 
Mstep: Class 77 contains 1922 members 
Mstep: Class 78 contains 5586 members 
Mstep: Class 79 contains 45362 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13311 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6683 members 
Mstep: Class 87 contains 3431 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8583 members 
Mstep: Class 91 contains 3651 members 
Mstep: Class 92 contains 6124 members 
Mstep: Class 93 contains 1965 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4672 members 
Mstep: Class 97 contains 1480 members 
Mstep: Class 98 contains 3119 members 
Mstep: Class 99 contains 1619 members 
Mstep: Class 100 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291728.000000 Penalty: 359308.937500
Iteration 216Q: 101 clusters Score -2.122917e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143623 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 31044 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63660 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 76829 members 
Mstep: Class 9 contains 248579 members 
Mstep: Class 10 contains 9796 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 171475 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 131294 members 
Mstep: Class 15 contains 35716 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 59904 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33341 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28061 members 
Mstep: Class 27 contains 3135 members 
Mstep: Class 28 contains 13383 members 
Mstep: Class 29 contains 14999 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 5643 members 
Mstep: Class 33 contains 30772 members 
Mstep: Class 34 contains 6509 members 
Mstep: Class 35 contains 10859 members 
Mstep: Class 36 contains 31164 members 
Mstep: Class 37 contains 29138 members 
Mstep: Class 38 contains 16978 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 54723 members 
Mstep: Class 44 contains 38345 members 
Mstep: Class 45 contains 5855 members 
Mstep: Class 46 contains 41655 members 
Mstep: Class 47 contains 9931 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11687 members 
Mstep: Class 50 contains 20651 members 
Mstep: Class 51 contains 16468 members 
Mstep: Class 52 contains 4128 members 
Mstep: Class 53 contains 8703 members 
Mstep: Class 54 contains 7125 members 
Mstep: Class 55 contains 33430 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3708 members 
Mstep: Class 58 contains 47550 members 
Mstep: Class 59 contains 3544 members 
Mstep: Class 60 contains 12183 members 
Mstep: Class 61 contains 12625 members 
Mstep: Class 62 contains 3368 members 
Mstep: Class 63 contains 8554 members 
Mstep: Class 64 contains 5636 members 
Mstep: Class 65 contains 2516 members 
Mstep: Class 66 contains 7323 members 
Mstep: Class 67 contains 4833 members 
Mstep: Class 68 contains 4620 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 4940 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4978 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17586 members 
Mstep: Class 76 contains 21429 members 
Mstep: Class 77 contains 1921 members 
Mstep: Class 78 contains 5590 members 
Mstep: Class 79 contains 45357 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13313 members 
Mstep: Class 84 contains 1715 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6686 members 
Mstep: Class 87 contains 3407 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8606 members 
Mstep: Class 91 contains 3642 members 
Mstep: Class 92 contains 6111 members 
Mstep: Class 93 contains 1966 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4690 members 
Mstep: Class 97 contains 1480 members 
Mstep: Class 98 contains 3118 members 
Mstep: Class 99 contains 1613 members 
Mstep: Class 100 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212291840.000000 Penalty: 359308.937500
Iteration 217Q: 101 clusters Score -2.122918e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143623 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 31044 members 
Mstep: Class 4 contains 11935 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63653 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 76833 members 
Mstep: Class 9 contains 248580 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 171462 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 131295 members 
Mstep: Class 15 contains 35716 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 59903 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33335 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28058 members 
Mstep: Class 27 contains 3140 members 
Mstep: Class 28 contains 13382 members 
Mstep: Class 29 contains 15000 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 5639 members 
Mstep: Class 33 contains 30768 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10865 members 
Mstep: Class 36 contains 31163 members 
Mstep: Class 37 contains 29138 members 
Mstep: Class 38 contains 16978 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54716 members 
Mstep: Class 44 contains 38344 members 
Mstep: Class 45 contains 5851 members 
Mstep: Class 46 contains 41657 members 
Mstep: Class 47 contains 9927 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11688 members 
Mstep: Class 50 contains 20651 members 
Mstep: Class 51 contains 16469 members 
Mstep: Class 52 contains 4152 members 
Mstep: Class 53 contains 8704 members 
Mstep: Class 54 contains 7121 members 
Mstep: Class 55 contains 33428 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47553 members 
Mstep: Class 59 contains 3549 members 
Mstep: Class 60 contains 12187 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 8554 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2517 members 
Mstep: Class 66 contains 7325 members 
Mstep: Class 67 contains 4833 members 
Mstep: Class 68 contains 4622 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 4942 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7192 members 
Mstep: Class 73 contains 4980 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17586 members 
Mstep: Class 76 contains 21435 members 
Mstep: Class 77 contains 1921 members 
Mstep: Class 78 contains 5592 members 
Mstep: Class 79 contains 45352 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13315 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6688 members 
Mstep: Class 87 contains 3376 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8640 members 
Mstep: Class 91 contains 3632 members 
Mstep: Class 92 contains 6100 members 
Mstep: Class 93 contains 1971 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4703 members 
Mstep: Class 97 contains 1479 members 
Mstep: Class 98 contains 3116 members 
Mstep: Class 99 contains 1611 members 
Mstep: Class 100 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292272.000000 Penalty: 359308.937500
Iteration 218Q: 101 clusters Score -2.122923e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31043 members 
Mstep: Class 4 contains 11934 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63651 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 76839 members 
Mstep: Class 9 contains 248580 members 
Mstep: Class 10 contains 9784 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 171457 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 131296 members 
Mstep: Class 15 contains 35714 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10189 members 
Mstep: Class 18 contains 7831 members 
Mstep: Class 19 contains 59900 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33333 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28058 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 13381 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 5634 members 
Mstep: Class 33 contains 30766 members 
Mstep: Class 34 contains 6509 members 
Mstep: Class 35 contains 10869 members 
Mstep: Class 36 contains 31161 members 
Mstep: Class 37 contains 29138 members 
Mstep: Class 38 contains 16979 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 54709 members 
Mstep: Class 44 contains 38343 members 
Mstep: Class 45 contains 5849 members 
Mstep: Class 46 contains 41660 members 
Mstep: Class 47 contains 9918 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11689 members 
Mstep: Class 50 contains 20653 members 
Mstep: Class 51 contains 16468 members 
Mstep: Class 52 contains 4172 members 
Mstep: Class 53 contains 8707 members 
Mstep: Class 54 contains 7110 members 
Mstep: Class 55 contains 33426 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3710 members 
Mstep: Class 58 contains 47552 members 
Mstep: Class 59 contains 3550 members 
Mstep: Class 60 contains 12186 members 
Mstep: Class 61 contains 12623 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 8553 members 
Mstep: Class 64 contains 5642 members 
Mstep: Class 65 contains 2518 members 
Mstep: Class 66 contains 7324 members 
Mstep: Class 67 contains 4833 members 
Mstep: Class 68 contains 4616 members 
Mstep: Class 69 contains 7518 members 
Mstep: Class 70 contains 4948 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7189 members 
Mstep: Class 73 contains 4979 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17586 members 
Mstep: Class 76 contains 21439 members 
Mstep: Class 77 contains 1921 members 
Mstep: Class 78 contains 5593 members 
Mstep: Class 79 contains 45345 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13317 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6690 members 
Mstep: Class 87 contains 3353 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8676 members 
Mstep: Class 91 contains 3622 members 
Mstep: Class 92 contains 6091 members 
Mstep: Class 93 contains 1977 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4716 members 
Mstep: Class 97 contains 1480 members 
Mstep: Class 98 contains 3121 members 
Mstep: Class 99 contains 1613 members 
Mstep: Class 100 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212292784.000000 Penalty: 359308.937500
Iteration 219Q: 101 clusters Score -2.122928e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 31040 members 
Mstep: Class 4 contains 11930 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 63649 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 76847 members 
Mstep: Class 9 contains 248578 members 
Mstep: Class 10 contains 9778 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 171439 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 131299 members 
Mstep: Class 15 contains 35712 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 10193 members 
Mstep: Class 18 contains 7834 members 
Mstep: Class 19 contains 59899 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 33324 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28056 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 13380 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 5632 members 
Mstep: Class 33 contains 30765 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10877 members 
Mstep: Class 36 contains 31160 members 
Mstep: Class 37 contains 29137 members 
Mstep: Class 38 contains 16978 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54705 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5842 members 
Mstep: Class 46 contains 41662 members 
Mstep: Class 47 contains 9911 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11688 members 
Mstep: Class 50 contains 20652 members 
Mstep: Class 51 contains 16466 members 
Mstep: Class 52 contains 4196 members 
Mstep: Class 53 contains 8710 members 
Mstep: Class 54 contains 7106 members 
Mstep: Class 55 contains 33426 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47552 members 
Mstep: Class 59 contains 3552 members 
Mstep: Class 60 contains 12187 members 
Mstep: Class 61 contains 12626 members 
Mstep: Class 62 contains 3368 members 
Mstep: Class 63 contains 8554 members 
Mstep: Class 64 contains 5640 members 
Mstep: Class 65 contains 2518 members 
Mstep: Class 66 contains 7323 members 
Mstep: Class 67 contains 4833 members 
Mstep: Class 68 contains 4617 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 4957 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7188 members 
Mstep: Class 73 contains 4983 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17586 members 
Mstep: Class 76 contains 21451 members 
Mstep: Class 77 contains 1920 members 
Mstep: Class 78 contains 5596 members 
Mstep: Class 79 contains 45342 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13318 members 
Mstep: Class 84 contains 1715 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6691 members 
Mstep: Class 87 contains 3324 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8695 members 
Mstep: Class 91 contains 3609 members 
Mstep: Class 92 contains 6079 members 
Mstep: Class 93 contains 1980 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4731 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3126 members 
Mstep: Class 99 contains 1614 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293120.000000 Penalty: 359308.937500
Iteration 220F: 101 clusters Score -2.122931e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143619 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 14029 members 
Mstep: Class 6 contains 63644 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 76856 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9777 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 171425 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 131305 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 10196 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 59897 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16533 members 
Mstep: Class 24 contains 33309 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28053 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 13379 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 5637 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10891 members 
Mstep: Class 36 contains 31149 members 
Mstep: Class 37 contains 29135 members 
Mstep: Class 38 contains 16976 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 54707 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5841 members 
Mstep: Class 46 contains 41662 members 
Mstep: Class 47 contains 9905 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11688 members 
Mstep: Class 50 contains 20651 members 
Mstep: Class 51 contains 16464 members 
Mstep: Class 52 contains 4253 members 
Mstep: Class 53 contains 8717 members 
Mstep: Class 54 contains 7100 members 
Mstep: Class 55 contains 33424 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47556 members 
Mstep: Class 59 contains 3554 members 
Mstep: Class 60 contains 12183 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3370 members 
Mstep: Class 63 contains 8551 members 
Mstep: Class 64 contains 5635 members 
Mstep: Class 65 contains 2517 members 
Mstep: Class 66 contains 7321 members 
Mstep: Class 67 contains 4832 members 
Mstep: Class 68 contains 4611 members 
Mstep: Class 69 contains 7509 members 
Mstep: Class 70 contains 4964 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7189 members 
Mstep: Class 73 contains 4986 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17586 members 
Mstep: Class 76 contains 21454 members 
Mstep: Class 77 contains 1919 members 
Mstep: Class 78 contains 5603 members 
Mstep: Class 79 contains 45336 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13318 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6697 members 
Mstep: Class 87 contains 3271 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8708 members 
Mstep: Class 91 contains 3603 members 
Mstep: Class 92 contains 6068 members 
Mstep: Class 93 contains 1981 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4748 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3127 members 
Mstep: Class 99 contains 1611 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293392.000000 Penalty: 359308.937500
Iteration 221Q: 101 clusters Score -2.122934e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31038 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 14031 members 
Mstep: Class 6 contains 63645 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 76864 members 
Mstep: Class 9 contains 248575 members 
Mstep: Class 10 contains 9771 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 171404 members 
Mstep: Class 13 contains 5326 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35706 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 10198 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 59895 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33288 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 28053 members 
Mstep: Class 27 contains 3178 members 
Mstep: Class 28 contains 13379 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 5641 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10913 members 
Mstep: Class 36 contains 31146 members 
Mstep: Class 37 contains 29132 members 
Mstep: Class 38 contains 16975 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6381 members 
Mstep: Class 43 contains 54704 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 41664 members 
Mstep: Class 47 contains 9897 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11688 members 
Mstep: Class 50 contains 20648 members 
Mstep: Class 51 contains 16461 members 
Mstep: Class 52 contains 4332 members 
Mstep: Class 53 contains 8720 members 
Mstep: Class 54 contains 7087 members 
Mstep: Class 55 contains 33425 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3554 members 
Mstep: Class 60 contains 12177 members 
Mstep: Class 61 contains 12628 members 
Mstep: Class 62 contains 3373 members 
Mstep: Class 63 contains 8553 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2519 members 
Mstep: Class 66 contains 7325 members 
Mstep: Class 67 contains 4832 members 
Mstep: Class 68 contains 4614 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 4967 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7189 members 
Mstep: Class 73 contains 4983 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21460 members 
Mstep: Class 77 contains 1920 members 
Mstep: Class 78 contains 5611 members 
Mstep: Class 79 contains 45327 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13320 members 
Mstep: Class 84 contains 1717 members 
Mstep: Class 85 contains 6069 members 
Mstep: Class 86 contains 6699 members 
Mstep: Class 87 contains 3193 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8718 members 
Mstep: Class 91 contains 3591 members 
Mstep: Class 92 contains 6060 members 
Mstep: Class 93 contains 1982 members 
Mstep: Class 94 contains 50679 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4760 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3129 members 
Mstep: Class 99 contains 1602 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212293584.000000 Penalty: 359308.937500
Iteration 222Q: 101 clusters Score -2.122936e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31038 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63641 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 76871 members 
Mstep: Class 9 contains 248574 members 
Mstep: Class 10 contains 9765 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 171389 members 
Mstep: Class 13 contains 5326 members 
Mstep: Class 14 contains 131306 members 
Mstep: Class 15 contains 35705 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 59892 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16535 members 
Mstep: Class 24 contains 33268 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28054 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 13381 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 5636 members 
Mstep: Class 33 contains 30766 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10933 members 
Mstep: Class 36 contains 31138 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16974 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6378 members 
Mstep: Class 43 contains 54696 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5834 members 
Mstep: Class 46 contains 41665 members 
Mstep: Class 47 contains 9902 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11688 members 
Mstep: Class 50 contains 20645 members 
Mstep: Class 51 contains 16462 members 
Mstep: Class 52 contains 4407 members 
Mstep: Class 53 contains 8724 members 
Mstep: Class 54 contains 7084 members 
Mstep: Class 55 contains 33426 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3558 members 
Mstep: Class 60 contains 12177 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3383 members 
Mstep: Class 63 contains 8556 members 
Mstep: Class 64 contains 5631 members 
Mstep: Class 65 contains 2523 members 
Mstep: Class 66 contains 7324 members 
Mstep: Class 67 contains 4832 members 
Mstep: Class 68 contains 4602 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 4974 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7191 members 
Mstep: Class 73 contains 4981 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21465 members 
Mstep: Class 77 contains 1922 members 
Mstep: Class 78 contains 5613 members 
Mstep: Class 79 contains 45317 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13317 members 
Mstep: Class 84 contains 1716 members 
Mstep: Class 85 contains 6069 members 
Mstep: Class 86 contains 6703 members 
Mstep: Class 87 contains 3126 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8730 members 
Mstep: Class 91 contains 3577 members 
Mstep: Class 92 contains 6054 members 
Mstep: Class 93 contains 1983 members 
Mstep: Class 94 contains 50680 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4763 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3130 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294112.000000 Penalty: 359308.937500
Iteration 223Q: 101 clusters Score -2.122941e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 11918 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63637 members 
Mstep: Class 7 contains 2003 members 
Mstep: Class 8 contains 76879 members 
Mstep: Class 9 contains 248571 members 
Mstep: Class 10 contains 9754 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 171372 members 
Mstep: Class 13 contains 5325 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35709 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 7843 members 
Mstep: Class 19 contains 59892 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33252 members 
Mstep: Class 25 contains 5487 members 
Mstep: Class 26 contains 28055 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 13382 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 5632 members 
Mstep: Class 33 contains 30770 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10951 members 
Mstep: Class 36 contains 31134 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16974 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6381 members 
Mstep: Class 43 contains 54693 members 
Mstep: Class 44 contains 38343 members 
Mstep: Class 45 contains 5832 members 
Mstep: Class 46 contains 41666 members 
Mstep: Class 47 contains 9900 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11685 members 
Mstep: Class 50 contains 20645 members 
Mstep: Class 51 contains 16461 members 
Mstep: Class 52 contains 4431 members 
Mstep: Class 53 contains 8728 members 
Mstep: Class 54 contains 7082 members 
Mstep: Class 55 contains 33426 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47553 members 
Mstep: Class 59 contains 3559 members 
Mstep: Class 60 contains 12172 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3380 members 
Mstep: Class 63 contains 8555 members 
Mstep: Class 64 contains 5636 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7324 members 
Mstep: Class 67 contains 4832 members 
Mstep: Class 68 contains 4605 members 
Mstep: Class 69 contains 7503 members 
Mstep: Class 70 contains 4981 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7194 members 
Mstep: Class 73 contains 4979 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21471 members 
Mstep: Class 77 contains 1923 members 
Mstep: Class 78 contains 5617 members 
Mstep: Class 79 contains 45306 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13315 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6069 members 
Mstep: Class 86 contains 6706 members 
Mstep: Class 87 contains 3105 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8742 members 
Mstep: Class 91 contains 3571 members 
Mstep: Class 92 contains 6047 members 
Mstep: Class 93 contains 1983 members 
Mstep: Class 94 contains 50680 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4767 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3135 members 
Mstep: Class 99 contains 1583 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294192.000000 Penalty: 359308.937500
Iteration 224Q: 101 clusters Score -2.122942e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63634 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 76880 members 
Mstep: Class 9 contains 248568 members 
Mstep: Class 10 contains 9748 members 
Mstep: Class 11 contains 3501 members 
Mstep: Class 12 contains 171369 members 
Mstep: Class 13 contains 5322 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35712 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 59891 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33248 members 
Mstep: Class 25 contains 5486 members 
Mstep: Class 26 contains 28055 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 13382 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5629 members 
Mstep: Class 33 contains 30766 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10945 members 
Mstep: Class 36 contains 31140 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16973 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 54686 members 
Mstep: Class 44 contains 38343 members 
Mstep: Class 45 contains 5831 members 
Mstep: Class 46 contains 41668 members 
Mstep: Class 47 contains 9891 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11686 members 
Mstep: Class 50 contains 20645 members 
Mstep: Class 51 contains 16460 members 
Mstep: Class 52 contains 4438 members 
Mstep: Class 53 contains 8737 members 
Mstep: Class 54 contains 7075 members 
Mstep: Class 55 contains 33425 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3570 members 
Mstep: Class 60 contains 12176 members 
Mstep: Class 61 contains 12623 members 
Mstep: Class 62 contains 3387 members 
Mstep: Class 63 contains 8551 members 
Mstep: Class 64 contains 5634 members 
Mstep: Class 65 contains 2527 members 
Mstep: Class 66 contains 7324 members 
Mstep: Class 67 contains 4832 members 
Mstep: Class 68 contains 4606 members 
Mstep: Class 69 contains 7500 members 
Mstep: Class 70 contains 4987 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7197 members 
Mstep: Class 73 contains 4980 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21474 members 
Mstep: Class 77 contains 1923 members 
Mstep: Class 78 contains 5613 members 
Mstep: Class 79 contains 45297 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13312 members 
Mstep: Class 84 contains 1712 members 
Mstep: Class 85 contains 6069 members 
Mstep: Class 86 contains 6709 members 
Mstep: Class 87 contains 3087 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8768 members 
Mstep: Class 91 contains 3560 members 
Mstep: Class 92 contains 6036 members 
Mstep: Class 93 contains 1984 members 
Mstep: Class 94 contains 50680 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4779 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3133 members 
Mstep: Class 99 contains 1584 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294608.000000 Penalty: 359308.937500
Iteration 225Q: 101 clusters Score -2.122946e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143625 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 31035 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63627 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 76888 members 
Mstep: Class 9 contains 248567 members 
Mstep: Class 10 contains 9740 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171360 members 
Mstep: Class 13 contains 5323 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35711 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 59889 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33235 members 
Mstep: Class 25 contains 5486 members 
Mstep: Class 26 contains 28055 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 13379 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 5627 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10948 members 
Mstep: Class 36 contains 31132 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16971 members 
Mstep: Class 39 contains 1372 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 54680 members 
Mstep: Class 44 contains 38343 members 
Mstep: Class 45 contains 5830 members 
Mstep: Class 46 contains 41671 members 
Mstep: Class 47 contains 9883 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11685 members 
Mstep: Class 50 contains 20644 members 
Mstep: Class 51 contains 16459 members 
Mstep: Class 52 contains 4423 members 
Mstep: Class 53 contains 8743 members 
Mstep: Class 54 contains 7068 members 
Mstep: Class 55 contains 33424 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47554 members 
Mstep: Class 59 contains 3583 members 
Mstep: Class 60 contains 12171 members 
Mstep: Class 61 contains 12621 members 
Mstep: Class 62 contains 3395 members 
Mstep: Class 63 contains 8550 members 
Mstep: Class 64 contains 5637 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7322 members 
Mstep: Class 67 contains 4832 members 
Mstep: Class 68 contains 4608 members 
Mstep: Class 69 contains 7499 members 
Mstep: Class 70 contains 4999 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7199 members 
Mstep: Class 73 contains 4979 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21482 members 
Mstep: Class 77 contains 1924 members 
Mstep: Class 78 contains 5612 members 
Mstep: Class 79 contains 45292 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13324 members 
Mstep: Class 84 contains 1709 members 
Mstep: Class 85 contains 6068 members 
Mstep: Class 86 contains 6706 members 
Mstep: Class 87 contains 3086 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8797 members 
Mstep: Class 91 contains 3551 members 
Mstep: Class 92 contains 6021 members 
Mstep: Class 93 contains 1987 members 
Mstep: Class 94 contains 50681 members 
Mstep: Class 95 contains 6229 members 
Mstep: Class 96 contains 4800 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3142 members 
Mstep: Class 99 contains 1584 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294784.000000 Penalty: 359308.937500
Iteration 226Q: 101 clusters Score -2.122948e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 31035 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 63623 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 76894 members 
Mstep: Class 9 contains 248565 members 
Mstep: Class 10 contains 9732 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171348 members 
Mstep: Class 13 contains 5323 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35712 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 59889 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33225 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28054 members 
Mstep: Class 27 contains 3230 members 
Mstep: Class 28 contains 13379 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 30759 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10952 members 
Mstep: Class 36 contains 31121 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16969 members 
Mstep: Class 39 contains 1372 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6380 members 
Mstep: Class 43 contains 54672 members 
Mstep: Class 44 contains 38343 members 
Mstep: Class 45 contains 5825 members 
Mstep: Class 46 contains 41676 members 
Mstep: Class 47 contains 9870 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11684 members 
Mstep: Class 50 contains 20642 members 
Mstep: Class 51 contains 16458 members 
Mstep: Class 52 contains 4409 members 
Mstep: Class 53 contains 8749 members 
Mstep: Class 54 contains 7059 members 
Mstep: Class 55 contains 33421 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3592 members 
Mstep: Class 60 contains 12167 members 
Mstep: Class 61 contains 12621 members 
Mstep: Class 62 contains 3401 members 
Mstep: Class 63 contains 8548 members 
Mstep: Class 64 contains 5634 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7323 members 
Mstep: Class 67 contains 4831 members 
Mstep: Class 68 contains 4611 members 
Mstep: Class 69 contains 7499 members 
Mstep: Class 70 contains 5004 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7200 members 
Mstep: Class 73 contains 4980 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21492 members 
Mstep: Class 77 contains 1925 members 
Mstep: Class 78 contains 5614 members 
Mstep: Class 79 contains 45285 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13322 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6069 members 
Mstep: Class 86 contains 6707 members 
Mstep: Class 87 contains 3089 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8831 members 
Mstep: Class 91 contains 3539 members 
Mstep: Class 92 contains 6009 members 
Mstep: Class 93 contains 1989 members 
Mstep: Class 94 contains 50680 members 
Mstep: Class 95 contains 6230 members 
Mstep: Class 96 contains 4819 members 
Mstep: Class 97 contains 1481 members 
Mstep: Class 98 contains 3144 members 
Mstep: Class 99 contains 1586 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294928.000000 Penalty: 359308.937500
Iteration 227Q: 101 clusters Score -2.122949e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143634 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 31035 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63620 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 76899 members 
Mstep: Class 9 contains 248560 members 
Mstep: Class 10 contains 9717 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171331 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35713 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 59886 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33211 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28050 members 
Mstep: Class 27 contains 3237 members 
Mstep: Class 28 contains 13383 members 
Mstep: Class 29 contains 15002 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 5625 members 
Mstep: Class 33 contains 30761 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10961 members 
Mstep: Class 36 contains 31115 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16969 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6381 members 
Mstep: Class 43 contains 54665 members 
Mstep: Class 44 contains 38344 members 
Mstep: Class 45 contains 5817 members 
Mstep: Class 46 contains 41676 members 
Mstep: Class 47 contains 9868 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11684 members 
Mstep: Class 50 contains 20636 members 
Mstep: Class 51 contains 16459 members 
Mstep: Class 52 contains 4395 members 
Mstep: Class 53 contains 8751 members 
Mstep: Class 54 contains 7061 members 
Mstep: Class 55 contains 33420 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47557 members 
Mstep: Class 59 contains 3610 members 
Mstep: Class 60 contains 12163 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3400 members 
Mstep: Class 63 contains 8546 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7324 members 
Mstep: Class 67 contains 4831 members 
Mstep: Class 68 contains 4612 members 
Mstep: Class 69 contains 7500 members 
Mstep: Class 70 contains 5019 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7201 members 
Mstep: Class 73 contains 4979 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21503 members 
Mstep: Class 77 contains 1925 members 
Mstep: Class 78 contains 5620 members 
Mstep: Class 79 contains 45274 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13319 members 
Mstep: Class 84 contains 1703 members 
Mstep: Class 85 contains 6070 members 
Mstep: Class 86 contains 6708 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8862 members 
Mstep: Class 91 contains 3524 members 
Mstep: Class 92 contains 5998 members 
Mstep: Class 93 contains 1989 members 
Mstep: Class 94 contains 50679 members 
Mstep: Class 95 contains 6231 members 
Mstep: Class 96 contains 4831 members 
Mstep: Class 97 contains 1482 members 
Mstep: Class 98 contains 3142 members 
Mstep: Class 99 contains 1586 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212294896.000000 Penalty: 359308.937500
Iteration 228Q: 101 clusters Score -2.122949e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 31034 members 
Mstep: Class 4 contains 11901 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63617 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 76903 members 
Mstep: Class 9 contains 248560 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 171304 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35715 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 59883 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33200 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28045 members 
Mstep: Class 27 contains 3241 members 
Mstep: Class 28 contains 13382 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 5627 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10972 members 
Mstep: Class 36 contains 31112 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 16969 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 10359 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6382 members 
Mstep: Class 43 contains 54662 members 
Mstep: Class 44 contains 38344 members 
Mstep: Class 45 contains 5813 members 
Mstep: Class 46 contains 41679 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11686 members 
Mstep: Class 50 contains 20631 members 
Mstep: Class 51 contains 16458 members 
Mstep: Class 52 contains 4386 members 
Mstep: Class 53 contains 8754 members 
Mstep: Class 54 contains 7060 members 
Mstep: Class 55 contains 33418 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47558 members 
Mstep: Class 59 contains 3612 members 
Mstep: Class 60 contains 12162 members 
Mstep: Class 61 contains 12626 members 
Mstep: Class 62 contains 3396 members 
Mstep: Class 63 contains 8547 members 
Mstep: Class 64 contains 5632 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7321 members 
Mstep: Class 67 contains 4831 members 
Mstep: Class 68 contains 4615 members 
Mstep: Class 69 contains 7501 members 
Mstep: Class 70 contains 5036 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7203 members 
Mstep: Class 73 contains 4979 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21507 members 
Mstep: Class 77 contains 1925 members 
Mstep: Class 78 contains 5628 members 
Mstep: Class 79 contains 45268 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13317 members 
Mstep: Class 84 contains 1700 members 
Mstep: Class 85 contains 6072 members 
Mstep: Class 86 contains 6710 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8892 members 
Mstep: Class 91 contains 3512 members 
Mstep: Class 92 contains 5990 members 
Mstep: Class 93 contains 1989 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6232 members 
Mstep: Class 96 contains 4839 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3145 members 
Mstep: Class 99 contains 1586 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295136.000000 Penalty: 359308.937500
Iteration 229Q: 101 clusters Score -2.122951e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 31031 members 
Mstep: Class 4 contains 11897 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 63614 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 76903 members 
Mstep: Class 9 contains 248565 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 171289 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35717 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 59876 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33172 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28043 members 
Mstep: Class 27 contains 3247 members 
Mstep: Class 28 contains 13382 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 5624 members 
Mstep: Class 33 contains 30760 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10984 members 
Mstep: Class 36 contains 31113 members 
Mstep: Class 37 contains 29129 members 
Mstep: Class 38 contains 16969 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6383 members 
Mstep: Class 43 contains 54661 members 
Mstep: Class 44 contains 38344 members 
Mstep: Class 45 contains 5809 members 
Mstep: Class 46 contains 41685 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11689 members 
Mstep: Class 50 contains 20632 members 
Mstep: Class 51 contains 16456 members 
Mstep: Class 52 contains 4377 members 
Mstep: Class 53 contains 8757 members 
Mstep: Class 54 contains 7058 members 
Mstep: Class 55 contains 33417 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47562 members 
Mstep: Class 59 contains 3621 members 
Mstep: Class 60 contains 12159 members 
Mstep: Class 61 contains 12628 members 
Mstep: Class 62 contains 3396 members 
Mstep: Class 63 contains 8548 members 
Mstep: Class 64 contains 5636 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7320 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4616 members 
Mstep: Class 69 contains 7505 members 
Mstep: Class 70 contains 5041 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7204 members 
Mstep: Class 73 contains 4978 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21512 members 
Mstep: Class 77 contains 1926 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 45263 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13324 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6073 members 
Mstep: Class 86 contains 6710 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8914 members 
Mstep: Class 91 contains 3511 members 
Mstep: Class 92 contains 5983 members 
Mstep: Class 93 contains 1989 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6232 members 
Mstep: Class 96 contains 4849 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3140 members 
Mstep: Class 99 contains 1586 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295600.000000 Penalty: 359308.937500
Iteration 230Q: 101 clusters Score -2.122956e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143636 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 31030 members 
Mstep: Class 4 contains 11895 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 63610 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 76903 members 
Mstep: Class 9 contains 248570 members 
Mstep: Class 10 contains 9690 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 171270 members 
Mstep: Class 13 contains 5323 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35719 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 59871 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12599 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33160 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28040 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 13381 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 31108 members 
Mstep: Class 37 contains 29128 members 
Mstep: Class 38 contains 16969 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54657 members 
Mstep: Class 44 contains 38342 members 
Mstep: Class 45 contains 5812 members 
Mstep: Class 46 contains 41692 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20632 members 
Mstep: Class 51 contains 16454 members 
Mstep: Class 52 contains 4370 members 
Mstep: Class 53 contains 8759 members 
Mstep: Class 54 contains 7056 members 
Mstep: Class 55 contains 33415 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3710 members 
Mstep: Class 58 contains 47563 members 
Mstep: Class 59 contains 3622 members 
Mstep: Class 60 contains 12152 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3394 members 
Mstep: Class 63 contains 8550 members 
Mstep: Class 64 contains 5634 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7319 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4616 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 5045 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7208 members 
Mstep: Class 73 contains 4975 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21520 members 
Mstep: Class 77 contains 1926 members 
Mstep: Class 78 contains 5626 members 
Mstep: Class 79 contains 45259 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13327 members 
Mstep: Class 84 contains 1705 members 
Mstep: Class 85 contains 6072 members 
Mstep: Class 86 contains 6711 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8927 members 
Mstep: Class 91 contains 3509 members 
Mstep: Class 92 contains 5979 members 
Mstep: Class 93 contains 1993 members 
Mstep: Class 94 contains 50678 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 4859 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3140 members 
Mstep: Class 99 contains 1586 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295840.000000 Penalty: 359308.937500
Iteration 231Q: 101 clusters Score -2.122958e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 31028 members 
Mstep: Class 4 contains 11895 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63605 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 76910 members 
Mstep: Class 9 contains 248571 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 171257 members 
Mstep: Class 13 contains 5324 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35720 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 59868 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33151 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28041 members 
Mstep: Class 27 contains 3255 members 
Mstep: Class 28 contains 13384 members 
Mstep: Class 29 contains 15000 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5617 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 31104 members 
Mstep: Class 37 contains 29128 members 
Mstep: Class 38 contains 16969 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54652 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5814 members 
Mstep: Class 46 contains 41693 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20629 members 
Mstep: Class 51 contains 16453 members 
Mstep: Class 52 contains 4366 members 
Mstep: Class 53 contains 8760 members 
Mstep: Class 54 contains 7047 members 
Mstep: Class 55 contains 33413 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3709 members 
Mstep: Class 58 contains 47566 members 
Mstep: Class 59 contains 3618 members 
Mstep: Class 60 contains 12146 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3395 members 
Mstep: Class 63 contains 8557 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2528 members 
Mstep: Class 66 contains 7314 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4620 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 5053 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7213 members 
Mstep: Class 73 contains 4977 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21526 members 
Mstep: Class 77 contains 1926 members 
Mstep: Class 78 contains 5628 members 
Mstep: Class 79 contains 45253 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13332 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6072 members 
Mstep: Class 86 contains 6711 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 8964 members 
Mstep: Class 91 contains 3500 members 
Mstep: Class 92 contains 5975 members 
Mstep: Class 93 contains 1996 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 4866 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3136 members 
Mstep: Class 99 contains 1587 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295696.000000 Penalty: 359308.937500
Iteration 232Q: 101 clusters Score -2.122957e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143636 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 31027 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 14031 members 
Mstep: Class 6 contains 63601 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 76924 members 
Mstep: Class 9 contains 248572 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 171252 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35720 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 59863 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33134 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28039 members 
Mstep: Class 27 contains 3253 members 
Mstep: Class 28 contains 13384 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5614 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10983 members 
Mstep: Class 36 contains 31102 members 
Mstep: Class 37 contains 29128 members 
Mstep: Class 38 contains 16966 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6386 members 
Mstep: Class 43 contains 54649 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5812 members 
Mstep: Class 46 contains 41693 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20630 members 
Mstep: Class 51 contains 16453 members 
Mstep: Class 52 contains 4361 members 
Mstep: Class 53 contains 8763 members 
Mstep: Class 54 contains 7042 members 
Mstep: Class 55 contains 33412 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3710 members 
Mstep: Class 58 contains 47567 members 
Mstep: Class 59 contains 3623 members 
Mstep: Class 60 contains 12138 members 
Mstep: Class 61 contains 12626 members 
Mstep: Class 62 contains 3393 members 
Mstep: Class 63 contains 8562 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2527 members 
Mstep: Class 66 contains 7312 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4621 members 
Mstep: Class 69 contains 7505 members 
Mstep: Class 70 contains 5056 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7215 members 
Mstep: Class 73 contains 4976 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21535 members 
Mstep: Class 77 contains 1929 members 
Mstep: Class 78 contains 5630 members 
Mstep: Class 79 contains 45248 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13331 members 
Mstep: Class 84 contains 1708 members 
Mstep: Class 85 contains 6073 members 
Mstep: Class 86 contains 6710 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9001 members 
Mstep: Class 91 contains 3489 members 
Mstep: Class 92 contains 5967 members 
Mstep: Class 93 contains 1997 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4876 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3138 members 
Mstep: Class 99 contains 1587 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295648.000000 Penalty: 359308.937500
Iteration 233Q: 101 clusters Score -2.122956e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 9696 members 
Mstep: Class 3 contains 31026 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 63600 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 76928 members 
Mstep: Class 9 contains 248571 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 3494 members 
Mstep: Class 12 contains 171236 members 
Mstep: Class 13 contains 5334 members 
Mstep: Class 14 contains 131316 members 
Mstep: Class 15 contains 35719 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 59859 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33114 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28038 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 5608 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 31100 members 
Mstep: Class 37 contains 29128 members 
Mstep: Class 38 contains 16965 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 10359 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6387 members 
Mstep: Class 43 contains 54643 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5810 members 
Mstep: Class 46 contains 41695 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20627 members 
Mstep: Class 51 contains 16455 members 
Mstep: Class 52 contains 4359 members 
Mstep: Class 53 contains 8767 members 
Mstep: Class 54 contains 7035 members 
Mstep: Class 55 contains 33410 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3710 members 
Mstep: Class 58 contains 47566 members 
Mstep: Class 59 contains 3619 members 
Mstep: Class 60 contains 12141 members 
Mstep: Class 61 contains 12624 members 
Mstep: Class 62 contains 3393 members 
Mstep: Class 63 contains 8566 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7310 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4622 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5059 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7216 members 
Mstep: Class 73 contains 4978 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21543 members 
Mstep: Class 77 contains 1929 members 
Mstep: Class 78 contains 5634 members 
Mstep: Class 79 contains 45242 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13335 members 
Mstep: Class 84 contains 1709 members 
Mstep: Class 85 contains 6072 members 
Mstep: Class 86 contains 6710 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9023 members 
Mstep: Class 91 contains 3479 members 
Mstep: Class 92 contains 5953 members 
Mstep: Class 93 contains 1997 members 
Mstep: Class 94 contains 50676 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4892 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3140 members 
Mstep: Class 99 contains 1588 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295648.000000 Penalty: 359308.937500
Iteration 234Q: 101 clusters Score -2.122956e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 31026 members 
Mstep: Class 4 contains 11892 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63595 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76936 members 
Mstep: Class 9 contains 248578 members 
Mstep: Class 10 contains 9671 members 
Mstep: Class 11 contains 3493 members 
Mstep: Class 12 contains 171213 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 131320 members 
Mstep: Class 15 contains 35720 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10205 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 59853 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33103 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28037 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 13383 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 5602 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10987 members 
Mstep: Class 36 contains 31103 members 
Mstep: Class 37 contains 29127 members 
Mstep: Class 38 contains 16963 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54635 members 
Mstep: Class 44 contains 38337 members 
Mstep: Class 45 contains 5804 members 
Mstep: Class 46 contains 41698 members 
Mstep: Class 47 contains 9860 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20628 members 
Mstep: Class 51 contains 16453 members 
Mstep: Class 52 contains 4359 members 
Mstep: Class 53 contains 8771 members 
Mstep: Class 54 contains 7037 members 
Mstep: Class 55 contains 33410 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3712 members 
Mstep: Class 58 contains 47565 members 
Mstep: Class 59 contains 3630 members 
Mstep: Class 60 contains 12140 members 
Mstep: Class 61 contains 12628 members 
Mstep: Class 62 contains 3393 members 
Mstep: Class 63 contains 8567 members 
Mstep: Class 64 contains 5629 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7304 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4622 members 
Mstep: Class 69 contains 7500 members 
Mstep: Class 70 contains 5061 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 4981 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21552 members 
Mstep: Class 77 contains 1931 members 
Mstep: Class 78 contains 5640 members 
Mstep: Class 79 contains 45240 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13340 members 
Mstep: Class 84 contains 1709 members 
Mstep: Class 85 contains 6071 members 
Mstep: Class 86 contains 6711 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9034 members 
Mstep: Class 91 contains 3470 members 
Mstep: Class 92 contains 5941 members 
Mstep: Class 93 contains 1997 members 
Mstep: Class 94 contains 50677 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4909 members 
Mstep: Class 97 contains 1483 members 
Mstep: Class 98 contains 3144 members 
Mstep: Class 99 contains 1588 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295408.000000 Penalty: 359308.937500
Iteration 235Q: 101 clusters Score -2.122954e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 31025 members 
Mstep: Class 4 contains 11893 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 63595 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76942 members 
Mstep: Class 9 contains 248582 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 3493 members 
Mstep: Class 12 contains 171199 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 131320 members 
Mstep: Class 15 contains 35720 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 59844 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 16534 members 
Mstep: Class 24 contains 33097 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28035 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 13386 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5589 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 31097 members 
Mstep: Class 37 contains 29126 members 
Mstep: Class 38 contains 16963 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 10359 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6385 members 
Mstep: Class 43 contains 54626 members 
Mstep: Class 44 contains 38337 members 
Mstep: Class 45 contains 5802 members 
Mstep: Class 46 contains 41700 members 
Mstep: Class 47 contains 9859 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11693 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16451 members 
Mstep: Class 52 contains 4358 members 
Mstep: Class 53 contains 8773 members 
Mstep: Class 54 contains 7026 members 
Mstep: Class 55 contains 33409 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3712 members 
Mstep: Class 58 contains 47563 members 
Mstep: Class 59 contains 3636 members 
Mstep: Class 60 contains 12141 members 
Mstep: Class 61 contains 12629 members 
Mstep: Class 62 contains 3390 members 
Mstep: Class 63 contains 8567 members 
Mstep: Class 64 contains 5629 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7300 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4628 members 
Mstep: Class 69 contains 7502 members 
Mstep: Class 70 contains 5063 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4983 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21562 members 
Mstep: Class 77 contains 1930 members 
Mstep: Class 78 contains 5642 members 
Mstep: Class 79 contains 45238 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13342 members 
Mstep: Class 84 contains 1710 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6712 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9066 members 
Mstep: Class 91 contains 3460 members 
Mstep: Class 92 contains 5931 members 
Mstep: Class 93 contains 1997 members 
Mstep: Class 94 contains 50679 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4918 members 
Mstep: Class 97 contains 1484 members 
Mstep: Class 98 contains 3146 members 
Mstep: Class 99 contains 1589 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295648.000000 Penalty: 359308.937500
Iteration 236Q: 101 clusters Score -2.122956e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143645 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 31024 members 
Mstep: Class 4 contains 11891 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 63593 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76956 members 
Mstep: Class 9 contains 248580 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 171195 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 131319 members 
Mstep: Class 15 contains 35718 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 59827 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16535 members 
Mstep: Class 24 contains 33084 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28037 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 13387 members 
Mstep: Class 29 contains 15001 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 5587 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 31086 members 
Mstep: Class 37 contains 29124 members 
Mstep: Class 38 contains 16961 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 54619 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5805 members 
Mstep: Class 46 contains 41702 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11691 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16449 members 
Mstep: Class 52 contains 4359 members 
Mstep: Class 53 contains 8775 members 
Mstep: Class 54 contains 7024 members 
Mstep: Class 55 contains 33405 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3712 members 
Mstep: Class 58 contains 47561 members 
Mstep: Class 59 contains 3634 members 
Mstep: Class 60 contains 12136 members 
Mstep: Class 61 contains 12633 members 
Mstep: Class 62 contains 3390 members 
Mstep: Class 63 contains 8564 members 
Mstep: Class 64 contains 5626 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7293 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4627 members 
Mstep: Class 69 contains 7511 members 
Mstep: Class 70 contains 5066 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 4980 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21575 members 
Mstep: Class 77 contains 1932 members 
Mstep: Class 78 contains 5640 members 
Mstep: Class 79 contains 45236 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13340 members 
Mstep: Class 84 contains 1708 members 
Mstep: Class 85 contains 6081 members 
Mstep: Class 86 contains 6712 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9117 members 
Mstep: Class 91 contains 3445 members 
Mstep: Class 92 contains 5926 members 
Mstep: Class 93 contains 1997 members 
Mstep: Class 94 contains 50680 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4928 members 
Mstep: Class 97 contains 1484 members 
Mstep: Class 98 contains 3144 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295600.000000 Penalty: 359308.937500
Iteration 237Q: 101 clusters Score -2.122956e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143645 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 31021 members 
Mstep: Class 4 contains 11892 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 63590 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76960 members 
Mstep: Class 9 contains 248588 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 171167 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35721 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 7872 members 
Mstep: Class 19 contains 59808 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16537 members 
Mstep: Class 24 contains 33067 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28037 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 13390 members 
Mstep: Class 29 contains 15003 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 5585 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10984 members 
Mstep: Class 36 contains 31080 members 
Mstep: Class 37 contains 29123 members 
Mstep: Class 38 contains 16958 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6909 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54614 members 
Mstep: Class 44 contains 38337 members 
Mstep: Class 45 contains 5805 members 
Mstep: Class 46 contains 41705 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11692 members 
Mstep: Class 50 contains 20627 members 
Mstep: Class 51 contains 16448 members 
Mstep: Class 52 contains 4359 members 
Mstep: Class 53 contains 8778 members 
Mstep: Class 54 contains 7017 members 
Mstep: Class 55 contains 33402 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3712 members 
Mstep: Class 58 contains 47560 members 
Mstep: Class 59 contains 3639 members 
Mstep: Class 60 contains 12132 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3390 members 
Mstep: Class 63 contains 8568 members 
Mstep: Class 64 contains 5623 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7293 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4627 members 
Mstep: Class 69 contains 7513 members 
Mstep: Class 70 contains 5068 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 4983 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21587 members 
Mstep: Class 77 contains 1933 members 
Mstep: Class 78 contains 5643 members 
Mstep: Class 79 contains 45232 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13345 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6088 members 
Mstep: Class 86 contains 6712 members 
Mstep: Class 87 contains 3090 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9150 members 
Mstep: Class 91 contains 3442 members 
Mstep: Class 92 contains 5916 members 
Mstep: Class 93 contains 1998 members 
Mstep: Class 94 contains 50681 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4938 members 
Mstep: Class 97 contains 1484 members 
Mstep: Class 98 contains 3144 members 
Mstep: Class 99 contains 1592 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295616.000000 Penalty: 359308.937500
Iteration 238Q: 101 clusters Score -2.122956e+08 nChanged 329
Entering ConstructFrom: 
Score: -212295616.000000 Penalty: 359308.937500
Entering ConstructFrom: 
Trying to split cluster 1 (143641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Entering Unmasked Estep 
Score: -16547530.000000 Penalty: 2945.018066
	Iteration 0F: 2 clusters Score -1.654753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -16451318.000000 Penalty: 5890.036133
	Iteration 0F: 3 clusters Score -1.645132e+07 nChanged 68620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -16491209.000000 Penalty: 5890.036133
	Iteration 1F: 3 clusters Score -1.649121e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -16492401.000000 Penalty: 5890.036133
	Iteration 2Q: 3 clusters Score -1.64924e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -16494540.000000 Penalty: 5890.036133
	Iteration 3Q: 3 clusters Score -1.649454e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -16498233.000000 Penalty: 5890.036133
	Iteration 4F: 3 clusters Score -1.649823e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -16504633.000000 Penalty: 5890.036133
	Iteration 5F: 3 clusters Score -1.650463e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -16515314.000000 Penalty: 5890.036133
	Iteration 6F: 3 clusters Score -1.651531e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 126683 members 
Entering Unmasked Estep 
Score: -16528332.000000 Penalty: 5890.036133
	Iteration 7F: 3 clusters Score -1.652833e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 136258 members 
Entering Unmasked Estep 
Score: -16538005.000000 Penalty: 5890.036133
	Iteration 8F: 3 clusters Score -1.6538e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -16542598.000000 Penalty: 5890.036133
	Iteration 9Q: 3 clusters Score -1.65426e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -16544105.000000 Penalty: 5890.036133
	Iteration 10Q: 3 clusters Score -1.65441e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -16544565.000000 Penalty: 5890.036133
	Iteration 11Q: 3 clusters Score -1.654456e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -16544738.000000 Penalty: 5890.036133
	Iteration 12Q: 3 clusters Score -1.654474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 143227 members 
Entering Unmasked Estep 
Score: -16544844.000000 Penalty: 5890.036133
	Iteration 13Q: 3 clusters Score -1.654484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -16544890.000000 Penalty: 5890.036133
	Iteration 14Q: 3 clusters Score -1.654489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -16544907.000000 Penalty: 5890.036133
	Iteration 15Q: 3 clusters Score -1.654491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 143254 members 
Entering Unmasked Estep 
Score: -16544956.000000 Penalty: 5890.036133
	Iteration 16Q: 3 clusters Score -1.654496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -16544970.000000 Penalty: 5890.036133
	Iteration 17Q: 3 clusters Score -1.654497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -16544969.000000 Penalty: 5890.036133
	Iteration 18Q: 3 clusters Score -1.654497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -16544980.000000 Penalty: 5890.036133
	Iteration 19Q: 3 clusters Score -1.654498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -16544992.000000 Penalty: 5890.036133
	Iteration 20F: 3 clusters Score -1.654499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -16545011.000000 Penalty: 5890.036133
	Iteration 21Q: 3 clusters Score -1.654501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -16545007.000000 Penalty: 5890.036133
	Iteration 22Q: 3 clusters Score -1.654501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -16545011.000000 Penalty: 5890.036133
	Iteration 23Q: 3 clusters Score -1.654501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -16545018.000000 Penalty: 5890.036133
	Iteration 24Q: 3 clusters Score -1.654502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -16545014.000000 Penalty: 5890.036133
	Iteration 25Q: 3 clusters Score -1.654501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -16545025.000000 Penalty: 5890.036133
	Iteration 26Q: 3 clusters Score -1.654502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -16545030.000000 Penalty: 5890.036133
	Iteration 27Q: 3 clusters Score -1.654503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -16545027.000000 Penalty: 5890.036133
	Iteration 28Q: 3 clusters Score -1.654503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -16545026.000000 Penalty: 5890.036133
	Iteration 29Q: 3 clusters Score -1.654503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -16545039.000000 Penalty: 5890.036133
	Iteration 30Q: 3 clusters Score -1.654504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -16545051.000000 Penalty: 5890.036133
	Iteration 31Q: 3 clusters Score -1.654505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -16545059.000000 Penalty: 5890.036133
	Iteration 32Q: 3 clusters Score -1.654506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -16545061.000000 Penalty: 5890.036133
	Iteration 33Q: 3 clusters Score -1.654506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -16545091.000000 Penalty: 5890.036133
	Iteration 34Q: 3 clusters Score -1.654509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 143276 members 
Entering Unmasked Estep 
Score: -16545086.000000 Penalty: 5890.036133
	Iteration 35Q: 3 clusters Score -1.654509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -16545095.000000 Penalty: 5890.036133
	Iteration 36Q: 3 clusters Score -1.65451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -16545104.000000 Penalty: 5890.036133
	Iteration 37Q: 3 clusters Score -1.65451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -16545116.000000 Penalty: 5890.036133
	Iteration 38Q: 3 clusters Score -1.654512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 143276 members 
Entering Unmasked Estep 
Score: -16545117.000000 Penalty: 5890.036133
	Iteration 39Q: 3 clusters Score -1.654512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 143276 members 
Entering Unmasked Estep 
Score: -16545117.000000 Penalty: 5890.036133
	Iteration 40F: 3 clusters Score -1.654512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Entering Unmasked Estep 
Score: -1075272.250000 Penalty: 2276.457031
	Iteration 0F: 2 clusters Score -1075272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1067756.125000 Penalty: 4552.914062
	Iteration 0F: 3 clusters Score -1067756 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1070051.125000 Penalty: 4552.914062
	Iteration 1F: 3 clusters Score -1070051 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1070616.875000 Penalty: 4552.914062
	Iteration 2F: 3 clusters Score -1070617 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1071281.500000 Penalty: 4552.914062
	Iteration 3F: 3 clusters Score -1071282 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1071945.875000 Penalty: 4552.914062
	Iteration 4F: 3 clusters Score -1071946 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1072523.500000 Penalty: 4552.914062
	Iteration 5F: 3 clusters Score -1072524 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1072952.000000 Penalty: 4552.914062
	Iteration 6F: 3 clusters Score -1072952 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1073235.500000 Penalty: 4552.914062
	Iteration 7Q: 3 clusters Score -1073236 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1073415.500000 Penalty: 4552.914062
	Iteration 8Q: 3 clusters Score -1073416 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1073504.375000 Penalty: 4552.914062
	Iteration 9Q: 3 clusters Score -1073504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1073562.875000 Penalty: 4552.914062
	Iteration 10Q: 3 clusters Score -1073563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1073588.875000 Penalty: 4552.914062
	Iteration 11Q: 3 clusters Score -1073589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1073605.875000 Penalty: 4552.914062
	Iteration 12Q: 3 clusters Score -1073606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1073622.750000 Penalty: 4552.914062
	Iteration 13Q: 3 clusters Score -1073623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1073637.875000 Penalty: 4552.914062
	Iteration 14Q: 3 clusters Score -1073638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1073641.875000 Penalty: 4552.914062
	Iteration 15Q: 3 clusters Score -1073642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1073650.375000 Penalty: 4552.914062
	Iteration 16Q: 3 clusters Score -1073650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1073655.125000 Penalty: 4552.914062
	Iteration 17Q: 3 clusters Score -1073655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1073663.125000 Penalty: 4552.914062
	Iteration 18Q: 3 clusters Score -1073663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1073670.625000 Penalty: 4552.914062
	Iteration 19Q: 3 clusters Score -1073671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1073674.750000 Penalty: 4552.914062
	Iteration 20F: 3 clusters Score -1073675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1073678.750000 Penalty: 4552.914062
	Iteration 21Q: 3 clusters Score -1073679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1073681.500000 Penalty: 4552.914062
	Iteration 22Q: 3 clusters Score -1073682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1073685.375000 Penalty: 4552.914062
	Iteration 23Q: 3 clusters Score -1073685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1073688.375000 Penalty: 4552.914062
	Iteration 24Q: 3 clusters Score -1073688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1073691.000000 Penalty: 4552.914062
	Iteration 25Q: 3 clusters Score -1073691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1073695.875000 Penalty: 4552.914062
	Iteration 26Q: 3 clusters Score -1073696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1073699.250000 Penalty: 4552.914062
	Iteration 27Q: 3 clusters Score -1073699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1073700.875000 Penalty: 4552.914062
	Iteration 28Q: 3 clusters Score -1073701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1073700.125000 Penalty: 4552.914062
	Iteration 29Q: 3 clusters Score -1073700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1073700.375000 Penalty: 4552.914062
	Iteration 30Q: 3 clusters Score -1073700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1073700.125000 Penalty: 4552.914062
	Iteration 31Q: 3 clusters Score -1073700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1073699.875000 Penalty: 4552.914062
	Iteration 32Q: 3 clusters Score -1073700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1073701.250000 Penalty: 4552.914062
	Iteration 33Q: 3 clusters Score -1073701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1073701.750000 Penalty: 4552.914062
	Iteration 34Q: 3 clusters Score -1073702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1073701.125000 Penalty: 4552.914062
	Iteration 35Q: 3 clusters Score -1073701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1073702.625000 Penalty: 4552.914062
	Iteration 36Q: 3 clusters Score -1073703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1073706.750000 Penalty: 4552.914062
	Iteration 37Q: 3 clusters Score -1073707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1073706.250000 Penalty: 4552.914062
	Iteration 38Q: 3 clusters Score -1073706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1073711.000000 Penalty: 4552.914062
	Iteration 39Q: 3 clusters Score -1073711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1073709.125000 Penalty: 4552.914062
	Iteration 40F: 3 clusters Score -1073709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1073709.375000 Penalty: 4552.914062
	Iteration 41Q: 3 clusters Score -1073709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1073708.000000 Penalty: 4552.914062
	Iteration 42Q: 3 clusters Score -1073708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1073708.375000 Penalty: 4552.914062
	Iteration 43Q: 3 clusters Score -1073708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1073708.375000 Penalty: 4552.914062
	Iteration 44Q: 3 clusters Score -1073708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1073711.250000 Penalty: 4552.914062
	Iteration 45Q: 3 clusters Score -1073711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1073711.000000 Penalty: 4552.914062
	Iteration 46Q: 3 clusters Score -1073711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1073711.875000 Penalty: 4552.914062
	Iteration 47Q: 3 clusters Score -1073712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1073712.375000 Penalty: 4552.914062
	Iteration 48Q: 3 clusters Score -1073712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1073712.000000 Penalty: 4552.914062
	Iteration 49Q: 3 clusters Score -1073712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1073713.250000 Penalty: 4552.914062
	Iteration 50Q: 3 clusters Score -1073713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1073713.750000 Penalty: 4552.914062
	Iteration 51Q: 3 clusters Score -1073714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1073713.750000 Penalty: 4552.914062
	Iteration 52Q: 3 clusters Score -1073714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1073714.750000 Penalty: 4552.914062
	Iteration 53Q: 3 clusters Score -1073715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1073715.000000 Penalty: 4552.914062
	Iteration 54Q: 3 clusters Score -1073715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1073716.250000 Penalty: 4552.914062
	Iteration 55Q: 3 clusters Score -1073716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1073714.500000 Penalty: 4552.914062
	Iteration 56Q: 3 clusters Score -1073714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1073714.125000 Penalty: 4552.914062
	Iteration 57Q: 3 clusters Score -1073714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1073714.125000 Penalty: 4552.914062
	Iteration 58F: 3 clusters Score -1073714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Entering Unmasked Estep 
Score: -3572616.500000 Penalty: 2564.896240
	Iteration 0F: 2 clusters Score -3572616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3551323.500000 Penalty: 5129.792480
	Iteration 0F: 3 clusters Score -3551324 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3558971.000000 Penalty: 5129.792480
	Iteration 1F: 3 clusters Score -3558971 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3559617.250000 Penalty: 5129.792480
	Iteration 2F: 3 clusters Score -3559617 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3560363.250000 Penalty: 5129.792480
	Iteration 3F: 3 clusters Score -3560363 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3561340.000000 Penalty: 5129.792480
	Iteration 4F: 3 clusters Score -3561340 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3562798.750000 Penalty: 5129.792480
	Iteration 5F: 3 clusters Score -3562799 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3564661.500000 Penalty: 5129.792480
	Iteration 6F: 3 clusters Score -3564662 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3566564.250000 Penalty: 5129.792480
	Iteration 7F: 3 clusters Score -3566564 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3568129.750000 Penalty: 5129.792480
	Iteration 8F: 3 clusters Score -3568130 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3569179.000000 Penalty: 5129.792480
	Iteration 9Q: 3 clusters Score -3569179 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3569773.000000 Penalty: 5129.792480
	Iteration 10Q: 3 clusters Score -3569773 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3570049.000000 Penalty: 5129.792480
	Iteration 11Q: 3 clusters Score -3570049 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3570184.750000 Penalty: 5129.792480
	Iteration 12Q: 3 clusters Score -3570185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3570262.250000 Penalty: 5129.792480
	Iteration 13Q: 3 clusters Score -3570262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -3570315.000000 Penalty: 5129.792480
	Iteration 14Q: 3 clusters Score -3570315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3570337.500000 Penalty: 5129.792480
	Iteration 15Q: 3 clusters Score -3570338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3570348.750000 Penalty: 5129.792480
	Iteration 16Q: 3 clusters Score -3570349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3570354.500000 Penalty: 5129.792480
	Iteration 17Q: 3 clusters Score -3570354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3570360.500000 Penalty: 5129.792480
	Iteration 18Q: 3 clusters Score -3570360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3570365.500000 Penalty: 5129.792480
	Iteration 19Q: 3 clusters Score -3570366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3570366.000000 Penalty: 5129.792480
	Iteration 20F: 3 clusters Score -3570366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3570365.500000 Penalty: 5129.792480
	Iteration 21Q: 3 clusters Score -3570366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3570365.750000 Penalty: 5129.792480
	Iteration 22Q: 3 clusters Score -3570366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3570366.250000 Penalty: 5129.792480
	Iteration 23Q: 3 clusters Score -3570366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3570370.500000 Penalty: 5129.792480
	Iteration 24Q: 3 clusters Score -3570370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3570373.000000 Penalty: 5129.792480
	Iteration 25Q: 3 clusters Score -3570373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3570378.000000 Penalty: 5129.792480
	Iteration 26Q: 3 clusters Score -3570378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3570376.250000 Penalty: 5129.792480
	Iteration 27Q: 3 clusters Score -3570376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3570376.250000 Penalty: 5129.792480
	Iteration 28F: 3 clusters Score -3570376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Entering Unmasked Estep 
Score: -1278517.625000 Penalty: 2327.054688
	Iteration 0F: 2 clusters Score -1278518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1269702.875000 Penalty: 4654.109375
	Iteration 0F: 3 clusters Score -1269703 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1272679.875000 Penalty: 4654.109375
	Iteration 1F: 3 clusters Score -1272680 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1273274.625000 Penalty: 4654.109375
	Iteration 2F: 3 clusters Score -1273275 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1273853.875000 Penalty: 4654.109375
	Iteration 3F: 3 clusters Score -1273854 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1274403.125000 Penalty: 4654.109375
	Iteration 4F: 3 clusters Score -1274403 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1274967.750000 Penalty: 4654.109375
	Iteration 5F: 3 clusters Score -1274968 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1275504.125000 Penalty: 4654.109375
	Iteration 6F: 3 clusters Score -1275504 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1275952.250000 Penalty: 4654.109375
	Iteration 7Q: 3 clusters Score -1275952 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1276283.625000 Penalty: 4654.109375
	Iteration 8Q: 3 clusters Score -1276284 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1276540.250000 Penalty: 4654.109375
	Iteration 9Q: 3 clusters Score -1276540 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1276723.750000 Penalty: 4654.109375
	Iteration 10Q: 3 clusters Score -1276724 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1276834.875000 Penalty: 4654.109375
	Iteration 11Q: 3 clusters Score -1276835 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1276909.625000 Penalty: 4654.109375
	Iteration 12Q: 3 clusters Score -1276910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1276951.625000 Penalty: 4654.109375
	Iteration 13Q: 3 clusters Score -1276952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1276987.000000 Penalty: 4654.109375
	Iteration 14Q: 3 clusters Score -1276987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1277014.375000 Penalty: 4654.109375
	Iteration 15Q: 3 clusters Score -1277014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1277042.500000 Penalty: 4654.109375
	Iteration 16Q: 3 clusters Score -1277042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1277051.875000 Penalty: 4654.109375
	Iteration 17Q: 3 clusters Score -1277052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1277066.375000 Penalty: 4654.109375
	Iteration 18Q: 3 clusters Score -1277066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1277080.000000 Penalty: 4654.109375
	Iteration 19Q: 3 clusters Score -1277080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1277090.875000 Penalty: 4654.109375
	Iteration 20F: 3 clusters Score -1277091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1277091.500000 Penalty: 4654.109375
	Iteration 21Q: 3 clusters Score -1277092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1277102.625000 Penalty: 4654.109375
	Iteration 22Q: 3 clusters Score -1277103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1277103.750000 Penalty: 4654.109375
	Iteration 23Q: 3 clusters Score -1277104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1277106.750000 Penalty: 4654.109375
	Iteration 24Q: 3 clusters Score -1277107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1277104.625000 Penalty: 4654.109375
	Iteration 25Q: 3 clusters Score -1277105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1277111.375000 Penalty: 4654.109375
	Iteration 26Q: 3 clusters Score -1277111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1277113.375000 Penalty: 4654.109375
	Iteration 27Q: 3 clusters Score -1277113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1277115.125000 Penalty: 4654.109375
	Iteration 28Q: 3 clusters Score -1277115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1277117.125000 Penalty: 4654.109375
	Iteration 29Q: 3 clusters Score -1277117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1277116.125000 Penalty: 4654.109375
	Iteration 30Q: 3 clusters Score -1277116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1277118.125000 Penalty: 4654.109375
	Iteration 31Q: 3 clusters Score -1277118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1277118.375000 Penalty: 4654.109375
	Iteration 32Q: 3 clusters Score -1277118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1277117.625000 Penalty: 4654.109375
	Iteration 33Q: 3 clusters Score -1277118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1277117.625000 Penalty: 4654.109375
	Iteration 34F: 3 clusters Score -1277118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Entering Unmasked Estep 
Score: -1635657.625000 Penalty: 2368.246338
	Iteration 0F: 2 clusters Score -1635658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1625451.875000 Penalty: 4736.492676
	Iteration 0F: 3 clusters Score -1625452 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1628793.000000 Penalty: 4736.492676
	Iteration 1F: 3 clusters Score -1628793 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1629479.625000 Penalty: 4736.492676
	Iteration 2F: 3 clusters Score -1629480 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1630311.375000 Penalty: 4736.492676
	Iteration 3F: 3 clusters Score -1630311 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1631328.500000 Penalty: 4736.492676
	Iteration 4F: 3 clusters Score -1631328 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1632405.375000 Penalty: 4736.492676
	Iteration 5F: 3 clusters Score -1632405 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1633278.750000 Penalty: 4736.492676
	Iteration 6F: 3 clusters Score -1633279 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1633805.375000 Penalty: 4736.492676
	Iteration 7Q: 3 clusters Score -1633805 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1634172.000000 Penalty: 4736.492676
	Iteration 8Q: 3 clusters Score -1634172 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1634463.375000 Penalty: 4736.492676
	Iteration 9Q: 3 clusters Score -1634463 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1634675.125000 Penalty: 4736.492676
	Iteration 10Q: 3 clusters Score -1634675 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1634834.750000 Penalty: 4736.492676
	Iteration 11Q: 3 clusters Score -1634835 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1634921.750000 Penalty: 4736.492676
	Iteration 12Q: 3 clusters Score -1634922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1634949.625000 Penalty: 4736.492676
	Iteration 13Q: 3 clusters Score -1634950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1634975.125000 Penalty: 4736.492676
	Iteration 14Q: 3 clusters Score -1634975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1634988.875000 Penalty: 4736.492676
	Iteration 15Q: 3 clusters Score -1634989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1634999.000000 Penalty: 4736.492676
	Iteration 16Q: 3 clusters Score -1634999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1635004.625000 Penalty: 4736.492676
	Iteration 17Q: 3 clusters Score -1635005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1635011.125000 Penalty: 4736.492676
	Iteration 18Q: 3 clusters Score -1635011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1635013.625000 Penalty: 4736.492676
	Iteration 19Q: 3 clusters Score -1635014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1635013.000000 Penalty: 4736.492676
	Iteration 20F: 3 clusters Score -1635013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1635013.250000 Penalty: 4736.492676
	Iteration 21Q: 3 clusters Score -1635013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1635013.250000 Penalty: 4736.492676
	Iteration 22Q: 3 clusters Score -1635013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1635015.500000 Penalty: 4736.492676
	Iteration 23Q: 3 clusters Score -1635016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1635013.000000 Penalty: 4736.492676
	Iteration 24Q: 3 clusters Score -1635013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1635014.375000 Penalty: 4736.492676
	Iteration 25Q: 3 clusters Score -1635014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1635014.375000 Penalty: 4736.492676
	Iteration 26F: 3 clusters Score -1635014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Entering Unmasked Estep 
Score: -7271588.500000 Penalty: 2742.920898
	Iteration 0F: 2 clusters Score -7271588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -7228805.000000 Penalty: 5485.841797
	Iteration 0F: 3 clusters Score -7228805 nChanged 29591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -7245165.000000 Penalty: 5485.841797
	Iteration 1F: 3 clusters Score -7245165 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -7245851.500000 Penalty: 5485.841797
	Iteration 2Q: 3 clusters Score -7245852 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -7246661.000000 Penalty: 5485.841797
	Iteration 3Q: 3 clusters Score -7246661 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -7247431.000000 Penalty: 5485.841797
	Iteration 4Q: 3 clusters Score -7247431 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -7248581.000000 Penalty: 5485.841797
	Iteration 5Q: 3 clusters Score -7248581 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7250178.000000 Penalty: 5485.841797
	Iteration 6F: 3 clusters Score -7250178 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -7252655.500000 Penalty: 5485.841797
	Iteration 7F: 3 clusters Score -7252656 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -7256120.500000 Penalty: 5485.841797
	Iteration 8F: 3 clusters Score -7256120 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -7259694.000000 Penalty: 5485.841797
	Iteration 9F: 3 clusters Score -7259694 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -7262691.000000 Penalty: 5485.841797
	Iteration 10F: 3 clusters Score -7262691 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -7265016.500000 Penalty: 5485.841797
	Iteration 11Q: 3 clusters Score -7265016 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -7266722.500000 Penalty: 5485.841797
	Iteration 12Q: 3 clusters Score -7266722 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -7268176.000000 Penalty: 5485.841797
	Iteration 13Q: 3 clusters Score -7268176 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -7269410.500000 Penalty: 5485.841797
	Iteration 14Q: 3 clusters Score -7269410 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7270105.000000 Penalty: 5485.841797
	Iteration 15Q: 3 clusters Score -7270105 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -7270409.500000 Penalty: 5485.841797
	Iteration 16Q: 3 clusters Score -7270410 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -7270536.500000 Penalty: 5485.841797
	Iteration 17Q: 3 clusters Score -7270536 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -7270634.500000 Penalty: 5485.841797
	Iteration 18Q: 3 clusters Score -7270634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -7270686.500000 Penalty: 5485.841797
	Iteration 19Q: 3 clusters Score -7270686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -7270709.500000 Penalty: 5485.841797
	Iteration 20F: 3 clusters Score -7270710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7270716.000000 Penalty: 5485.841797
	Iteration 21Q: 3 clusters Score -7270716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -7270743.500000 Penalty: 5485.841797
	Iteration 22Q: 3 clusters Score -7270744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -7270751.500000 Penalty: 5485.841797
	Iteration 23Q: 3 clusters Score -7270752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -7270752.000000 Penalty: 5485.841797
	Iteration 24Q: 3 clusters Score -7270752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -7270749.500000 Penalty: 5485.841797
	Iteration 25Q: 3 clusters Score -7270750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -7270749.000000 Penalty: 5485.841797
	Iteration 26Q: 3 clusters Score -7270749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -7270751.500000 Penalty: 5485.841797
	Iteration 27Q: 3 clusters Score -7270752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -7270755.000000 Penalty: 5485.841797
	Iteration 28Q: 3 clusters Score -7270755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -7270753.500000 Penalty: 5485.841797
	Iteration 29Q: 3 clusters Score -7270754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7270758.500000 Penalty: 5485.841797
	Iteration 30Q: 3 clusters Score -7270758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -7270763.500000 Penalty: 5485.841797
	Iteration 31Q: 3 clusters Score -7270764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -7270758.500000 Penalty: 5485.841797
	Iteration 32Q: 3 clusters Score -7270758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -7270761.500000 Penalty: 5485.841797
	Iteration 33Q: 3 clusters Score -7270762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -7270761.500000 Penalty: 5485.841797
	Iteration 34Q: 3 clusters Score -7270762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -7270761.500000 Penalty: 5485.841797
	Iteration 35F: 3 clusters Score -7270762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -215622.765625 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -215622.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212970.640625 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -212970.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -213530.546875 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -213530.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -213720.750000 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -213720.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -213873.375000 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -213873.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -214045.953125 Penalty: 3797.308594
	Iteration 4F: 3 clusters Score -214046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214176.562500 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -214176.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -214283.562500 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -214283.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -214366.796875 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -214366.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -214435.937500 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -214435.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -214496.109375 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -214496.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -214550.468750 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -214550.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -214581.375000 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -214581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -214600.234375 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -214600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -214612.765625 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -214612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -214619.000000 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -214619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -214624.546875 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -214624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -214626.984375 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -214627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -214628.265625 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -214628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -214633.218750 Penalty: 3797.308594
	Iteration 18F: 3 clusters Score -214633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -214637.781250 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -214637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -214641.109375 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -214641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -214647.718750 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -214647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -214654.218750 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -214654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -214661.156250 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -214661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -214663.125000 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -214663.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -214663.125000 Penalty: 3797.308594
	Iteration 25F: 3 clusters Score -214663.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Entering Unmasked Estep 
Score: -8842247.000000 Penalty: 2790.270996
	Iteration 0F: 2 clusters Score -8842247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -8790660.000000 Penalty: 5580.541992
	Iteration 0F: 3 clusters Score -8790660 nChanged 36148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8811214.000000 Penalty: 5580.541992
	Iteration 1F: 3 clusters Score -8811214 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -8811964.000000 Penalty: 5580.541992
	Iteration 2Q: 3 clusters Score -8811964 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -8812920.000000 Penalty: 5580.541992
	Iteration 3Q: 3 clusters Score -8812920 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8814284.000000 Penalty: 5580.541992
	Iteration 4Q: 3 clusters Score -8814284 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -8816477.000000 Penalty: 5580.541992
	Iteration 5F: 3 clusters Score -8816477 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -8819629.000000 Penalty: 5580.541992
	Iteration 6F: 3 clusters Score -8819629 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -8823540.000000 Penalty: 5580.541992
	Iteration 7F: 3 clusters Score -8823540 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -8827494.000000 Penalty: 5580.541992
	Iteration 8F: 3 clusters Score -8827494 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -8831155.000000 Penalty: 5580.541992
	Iteration 9F: 3 clusters Score -8831155 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -8834015.000000 Penalty: 5580.541992
	Iteration 10Q: 3 clusters Score -8834015 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -8836360.000000 Penalty: 5580.541992
	Iteration 11Q: 3 clusters Score -8836360 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8837814.000000 Penalty: 5580.541992
	Iteration 12Q: 3 clusters Score -8837814 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -8838695.000000 Penalty: 5580.541992
	Iteration 13Q: 3 clusters Score -8838695 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -8839149.000000 Penalty: 5580.541992
	Iteration 14Q: 3 clusters Score -8839149 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -8839396.000000 Penalty: 5580.541992
	Iteration 15Q: 3 clusters Score -8839396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -8839523.000000 Penalty: 5580.541992
	Iteration 16Q: 3 clusters Score -8839523 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -8839595.000000 Penalty: 5580.541992
	Iteration 17Q: 3 clusters Score -8839595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -8839640.000000 Penalty: 5580.541992
	Iteration 18Q: 3 clusters Score -8839640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -8839676.000000 Penalty: 5580.541992
	Iteration 19Q: 3 clusters Score -8839676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -8839706.000000 Penalty: 5580.541992
	Iteration 20F: 3 clusters Score -8839706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -8839740.000000 Penalty: 5580.541992
	Iteration 21Q: 3 clusters Score -8839740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -8839750.000000 Penalty: 5580.541992
	Iteration 22Q: 3 clusters Score -8839750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -8839775.000000 Penalty: 5580.541992
	Iteration 23Q: 3 clusters Score -8839775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -8839784.000000 Penalty: 5580.541992
	Iteration 24Q: 3 clusters Score -8839784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -8839808.000000 Penalty: 5580.541992
	Iteration 25Q: 3 clusters Score -8839808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -8839823.000000 Penalty: 5580.541992
	Iteration 26Q: 3 clusters Score -8839823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -8839822.000000 Penalty: 5580.541992
	Iteration 27Q: 3 clusters Score -8839822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -8839822.000000 Penalty: 5580.541992
	Iteration 28Q: 3 clusters Score -8839822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -8839820.000000 Penalty: 5580.541992
	Iteration 29Q: 3 clusters Score -8839820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -8839813.000000 Penalty: 5580.541992
	Iteration 30Q: 3 clusters Score -8839813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -8839831.000000 Penalty: 5580.541992
	Iteration 31Q: 3 clusters Score -8839831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -8839835.000000 Penalty: 5580.541992
	Iteration 32Q: 3 clusters Score -8839835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -8839827.000000 Penalty: 5580.541992
	Iteration 33Q: 3 clusters Score -8839827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -8839841.000000 Penalty: 5580.541992
	Iteration 34Q: 3 clusters Score -8839841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -8839842.000000 Penalty: 5580.541992
	Iteration 35Q: 3 clusters Score -8839842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -8839844.000000 Penalty: 5580.541992
	Iteration 36Q: 3 clusters Score -8839844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -8839841.000000 Penalty: 5580.541992
	Iteration 37Q: 3 clusters Score -8839841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -8839844.000000 Penalty: 5580.541992
	Iteration 38Q: 3 clusters Score -8839844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -8839844.000000 Penalty: 5580.541992
	Iteration 39Q: 3 clusters Score -8839844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -8839844.000000 Penalty: 5580.541992
	Iteration 40F: 3 clusters Score -8839844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248594 members 
Entering Unmasked Estep 
Score: -29130518.000000 Penalty: 3081.046875
	Iteration 0F: 2 clusters Score -2.913052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124432 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -28972170.000000 Penalty: 6162.093750
	Iteration 0F: 3 clusters Score -2.897217e+07 nChanged 120452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129800 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -29044498.000000 Penalty: 6162.093750
	Iteration 1F: 3 clusters Score -2.90445e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 114533 members 
Entering Unmasked Estep 
Score: -29048082.000000 Penalty: 6162.093750
	Iteration 2Q: 3 clusters Score -2.904808e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140912 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -29054160.000000 Penalty: 6162.093750
	Iteration 3F: 3 clusters Score -2.905416e+07 nChanged 16324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -29063326.000000 Penalty: 6162.093750
	Iteration 4F: 3 clusters Score -2.906333e+07 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -29073844.000000 Penalty: 6162.093750
	Iteration 5F: 3 clusters Score -2.907384e+07 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173316 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -29082180.000000 Penalty: 6162.093750
	Iteration 6F: 3 clusters Score -2.908218e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184403 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -29087486.000000 Penalty: 6162.093750
	Iteration 7F: 3 clusters Score -2.908749e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194668 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -29091846.000000 Penalty: 6162.093750
	Iteration 8Q: 3 clusters Score -2.909185e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204578 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -29096164.000000 Penalty: 6162.093750
	Iteration 9Q: 3 clusters Score -2.909616e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214649 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -29101902.000000 Penalty: 6162.093750
	Iteration 10Q: 3 clusters Score -2.91019e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224584 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -29108544.000000 Penalty: 6162.093750
	Iteration 11Q: 3 clusters Score -2.910854e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233313 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -29115152.000000 Penalty: 6162.093750
	Iteration 12Q: 3 clusters Score -2.911515e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239928 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -29120658.000000 Penalty: 6162.093750
	Iteration 13Q: 3 clusters Score -2.912066e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244003 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -29124196.000000 Penalty: 6162.093750
	Iteration 14Q: 3 clusters Score -2.91242e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246099 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -29126028.000000 Penalty: 6162.093750
	Iteration 15Q: 3 clusters Score -2.912603e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247017 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -29126876.000000 Penalty: 6162.093750
	Iteration 16Q: 3 clusters Score -2.912688e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247467 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29127350.000000 Penalty: 6162.093750
	Iteration 17Q: 3 clusters Score -2.912735e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247669 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -29127566.000000 Penalty: 6162.093750
	Iteration 18Q: 3 clusters Score -2.912757e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247785 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -29127720.000000 Penalty: 6162.093750
	Iteration 19Q: 3 clusters Score -2.912772e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247858 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -29127806.000000 Penalty: 6162.093750
	Iteration 20F: 3 clusters Score -2.912781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247917 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -29127884.000000 Penalty: 6162.093750
	Iteration 21Q: 3 clusters Score -2.912788e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247946 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -29127914.000000 Penalty: 6162.093750
	Iteration 22Q: 3 clusters Score -2.912791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247972 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -29127964.000000 Penalty: 6162.093750
	Iteration 23Q: 3 clusters Score -2.912796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247980 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -29127956.000000 Penalty: 6162.093750
	Iteration 24Q: 3 clusters Score -2.912796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247994 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29127954.000000 Penalty: 6162.093750
	Iteration 25Q: 3 clusters Score -2.912795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248009 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29127982.000000 Penalty: 6162.093750
	Iteration 26Q: 3 clusters Score -2.912798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248012 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -29127982.000000 Penalty: 6162.093750
	Iteration 27Q: 3 clusters Score -2.912798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248014 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29127994.000000 Penalty: 6162.093750
	Iteration 28Q: 3 clusters Score -2.912799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248013 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -29127988.000000 Penalty: 6162.093750
	Iteration 29Q: 3 clusters Score -2.912799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248012 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -29127978.000000 Penalty: 6162.093750
	Iteration 30Q: 3 clusters Score -2.912798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248015 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -29128000.000000 Penalty: 6162.093750
	Iteration 31Q: 3 clusters Score -2.9128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248015 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -29128004.000000 Penalty: 6162.093750
	Iteration 32Q: 3 clusters Score -2.9128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248018 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -29127996.000000 Penalty: 6162.093750
	Iteration 33Q: 3 clusters Score -2.9128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29128002.000000 Penalty: 6162.093750
	Iteration 34Q: 3 clusters Score -2.9128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29128014.000000 Penalty: 6162.093750
	Iteration 35Q: 3 clusters Score -2.912801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29128024.000000 Penalty: 6162.093750
	Iteration 36Q: 3 clusters Score -2.912802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29128034.000000 Penalty: 6162.093750
	Iteration 37Q: 3 clusters Score -2.912803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248021 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -29128036.000000 Penalty: 6162.093750
	Iteration 38Q: 3 clusters Score -2.912804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29128038.000000 Penalty: 6162.093750
	Iteration 39Q: 3 clusters Score -2.912804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248022 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29128038.000000 Penalty: 6162.093750
	Iteration 40F: 3 clusters Score -2.912804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -991032.000000 Penalty: 2275.508545
	Iteration 0F: 2 clusters Score -991032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -983611.625000 Penalty: 4551.017090
	Iteration 0F: 3 clusters Score -983611.6 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -985986.187500 Penalty: 4551.017090
	Iteration 1F: 3 clusters Score -985986.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -986554.062500 Penalty: 4551.017090
	Iteration 2F: 3 clusters Score -986554.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -987156.250000 Penalty: 4551.017090
	Iteration 3F: 3 clusters Score -987156.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -987750.062500 Penalty: 4551.017090
	Iteration 4F: 3 clusters Score -987750.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -988253.437500 Penalty: 4551.017090
	Iteration 5F: 3 clusters Score -988253.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -988677.062500 Penalty: 4551.017090
	Iteration 6F: 3 clusters Score -988677.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -989001.687500 Penalty: 4551.017090
	Iteration 7Q: 3 clusters Score -989001.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -989255.500000 Penalty: 4551.017090
	Iteration 8Q: 3 clusters Score -989255.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -989492.375000 Penalty: 4551.017090
	Iteration 9Q: 3 clusters Score -989492.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -989670.875000 Penalty: 4551.017090
	Iteration 10Q: 3 clusters Score -989670.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -989815.812500 Penalty: 4551.017090
	Iteration 11Q: 3 clusters Score -989815.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -989947.312500 Penalty: 4551.017090
	Iteration 12Q: 3 clusters Score -989947.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -990076.187500 Penalty: 4551.017090
	Iteration 13Q: 3 clusters Score -990076.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -990195.812500 Penalty: 4551.017090
	Iteration 14Q: 3 clusters Score -990195.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -990253.375000 Penalty: 4551.017090
	Iteration 15Q: 3 clusters Score -990253.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -990281.125000 Penalty: 4551.017090
	Iteration 16Q: 3 clusters Score -990281.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -990301.000000 Penalty: 4551.017090
	Iteration 17Q: 3 clusters Score -990301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -990316.000000 Penalty: 4551.017090
	Iteration 18Q: 3 clusters Score -990316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -990327.375000 Penalty: 4551.017090
	Iteration 19Q: 3 clusters Score -990327.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -990334.437500 Penalty: 4551.017090
	Iteration 20F: 3 clusters Score -990334.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -990341.312500 Penalty: 4551.017090
	Iteration 21Q: 3 clusters Score -990341.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -990352.437500 Penalty: 4551.017090
	Iteration 22Q: 3 clusters Score -990352.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -990363.250000 Penalty: 4551.017090
	Iteration 23Q: 3 clusters Score -990363.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -990380.125000 Penalty: 4551.017090
	Iteration 24Q: 3 clusters Score -990380.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -990392.187500 Penalty: 4551.017090
	Iteration 25Q: 3 clusters Score -990392.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -990407.375000 Penalty: 4551.017090
	Iteration 26Q: 3 clusters Score -990407.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -990417.312500 Penalty: 4551.017090
	Iteration 27Q: 3 clusters Score -990417.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -990419.875000 Penalty: 4551.017090
	Iteration 28Q: 3 clusters Score -990419.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -990423.062500 Penalty: 4551.017090
	Iteration 29Q: 3 clusters Score -990423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -990428.562500 Penalty: 4551.017090
	Iteration 30Q: 3 clusters Score -990428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -990429.562500 Penalty: 4551.017090
	Iteration 31Q: 3 clusters Score -990429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -990429.500000 Penalty: 4551.017090
	Iteration 32Q: 3 clusters Score -990429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -990434.687500 Penalty: 4551.017090
	Iteration 33Q: 3 clusters Score -990434.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -990434.562500 Penalty: 4551.017090
	Iteration 34Q: 3 clusters Score -990434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -990436.500000 Penalty: 4551.017090
	Iteration 35Q: 3 clusters Score -990436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -990437.562500 Penalty: 4551.017090
	Iteration 36Q: 3 clusters Score -990437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -990438.687500 Penalty: 4551.017090
	Iteration 37Q: 3 clusters Score -990438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -990438.187500 Penalty: 4551.017090
	Iteration 38Q: 3 clusters Score -990438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -990440.062500 Penalty: 4551.017090
	Iteration 39Q: 3 clusters Score -990440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -990440.875000 Penalty: 4551.017090
	Iteration 40F: 3 clusters Score -990440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -990442.562500 Penalty: 4551.017090
	Iteration 41Q: 3 clusters Score -990442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -990444.062500 Penalty: 4551.017090
	Iteration 42Q: 3 clusters Score -990444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -990443.937500 Penalty: 4551.017090
	Iteration 43Q: 3 clusters Score -990443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -990443.750000 Penalty: 4551.017090
	Iteration 44Q: 3 clusters Score -990443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -990442.875000 Penalty: 4551.017090
	Iteration 45Q: 3 clusters Score -990442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -990444.062500 Penalty: 4551.017090
	Iteration 46Q: 3 clusters Score -990444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -990442.875000 Penalty: 4551.017090
	Iteration 47Q: 3 clusters Score -990442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -990443.625000 Penalty: 4551.017090
	Iteration 48Q: 3 clusters Score -990443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -990442.312500 Penalty: 4551.017090
	Iteration 49Q: 3 clusters Score -990442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -990443.875000 Penalty: 4551.017090
	Iteration 50Q: 3 clusters Score -990443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -990443.875000 Penalty: 4551.017090
	Iteration 51F: 3 clusters Score -990443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -364269.250000 Penalty: 2023.240967
	Iteration 0F: 2 clusters Score -364269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -360694.937500 Penalty: 4046.481934
	Iteration 0F: 3 clusters Score -360694.9 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -361556.406250 Penalty: 4046.481934
	Iteration 1F: 3 clusters Score -361556.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -361887.500000 Penalty: 4046.481934
	Iteration 2F: 3 clusters Score -361887.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -362149.062500 Penalty: 4046.481934
	Iteration 3F: 3 clusters Score -362149.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -362362.781250 Penalty: 4046.481934
	Iteration 4F: 3 clusters Score -362362.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -362550.937500 Penalty: 4046.481934
	Iteration 5Q: 3 clusters Score -362550.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -362730.906250 Penalty: 4046.481934
	Iteration 6Q: 3 clusters Score -362730.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -362857.937500 Penalty: 4046.481934
	Iteration 7Q: 3 clusters Score -362857.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -362965.656250 Penalty: 4046.481934
	Iteration 8Q: 3 clusters Score -362965.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -363068.218750 Penalty: 4046.481934
	Iteration 9Q: 3 clusters Score -363068.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -363128.750000 Penalty: 4046.481934
	Iteration 10Q: 3 clusters Score -363128.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -363175.875000 Penalty: 4046.481934
	Iteration 11Q: 3 clusters Score -363175.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -363202.406250 Penalty: 4046.481934
	Iteration 12Q: 3 clusters Score -363202.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -363226.843750 Penalty: 4046.481934
	Iteration 13Q: 3 clusters Score -363226.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -363248.937500 Penalty: 4046.481934
	Iteration 14Q: 3 clusters Score -363248.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -363265.156250 Penalty: 4046.481934
	Iteration 15Q: 3 clusters Score -363265.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -363281.968750 Penalty: 4046.481934
	Iteration 16Q: 3 clusters Score -363282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -363292.656250 Penalty: 4046.481934
	Iteration 17Q: 3 clusters Score -363292.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -363306.218750 Penalty: 4046.481934
	Iteration 18Q: 3 clusters Score -363306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -363329.375000 Penalty: 4046.481934
	Iteration 19Q: 3 clusters Score -363329.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -363350.093750 Penalty: 4046.481934
	Iteration 20F: 3 clusters Score -363350.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -363370.625000 Penalty: 4046.481934
	Iteration 21Q: 3 clusters Score -363370.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -363390.562500 Penalty: 4046.481934
	Iteration 22Q: 3 clusters Score -363390.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -363411.687500 Penalty: 4046.481934
	Iteration 23Q: 3 clusters Score -363411.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -363430.656250 Penalty: 4046.481934
	Iteration 24Q: 3 clusters Score -363430.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -363451.656250 Penalty: 4046.481934
	Iteration 25Q: 3 clusters Score -363451.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -363479.125000 Penalty: 4046.481934
	Iteration 26Q: 3 clusters Score -363479.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -363497.031250 Penalty: 4046.481934
	Iteration 27Q: 3 clusters Score -363497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -363513.000000 Penalty: 4046.481934
	Iteration 28Q: 3 clusters Score -363513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -363526.468750 Penalty: 4046.481934
	Iteration 29Q: 3 clusters Score -363526.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -363537.375000 Penalty: 4046.481934
	Iteration 30Q: 3 clusters Score -363537.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -363544.468750 Penalty: 4046.481934
	Iteration 31Q: 3 clusters Score -363544.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -363547.781250 Penalty: 4046.481934
	Iteration 32Q: 3 clusters Score -363547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -363547.968750 Penalty: 4046.481934
	Iteration 33Q: 3 clusters Score -363548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -363549.562500 Penalty: 4046.481934
	Iteration 34Q: 3 clusters Score -363549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -363550.718750 Penalty: 4046.481934
	Iteration 35Q: 3 clusters Score -363550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -363551.468750 Penalty: 4046.481934
	Iteration 36Q: 3 clusters Score -363551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -363551.875000 Penalty: 4046.481934
	Iteration 37Q: 3 clusters Score -363551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -363552.687500 Penalty: 4046.481934
	Iteration 38Q: 3 clusters Score -363552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -363552.687500 Penalty: 4046.481934
	Iteration 39F: 3 clusters Score -363552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171180 members 
Entering Unmasked Estep 
Score: -18159614.000000 Penalty: 2988.516846
	Iteration 0F: 2 clusters Score -1.815961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -18044788.000000 Penalty: 5977.033691
	Iteration 0F: 3 clusters Score -1.804479e+07 nChanged 81950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -18092936.000000 Penalty: 5977.033691
	Iteration 1F: 3 clusters Score -1.809294e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -18094996.000000 Penalty: 5977.033691
	Iteration 2Q: 3 clusters Score -1.8095e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -18097098.000000 Penalty: 5977.033691
	Iteration 3Q: 3 clusters Score -1.80971e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -18099358.000000 Penalty: 5977.033691
	Iteration 4Q: 3 clusters Score -1.809936e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -18102390.000000 Penalty: 5977.033691
	Iteration 5Q: 3 clusters Score -1.810239e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 94721 members 
Entering Unmasked Estep 
Score: -18105564.000000 Penalty: 5977.033691
	Iteration 6Q: 3 clusters Score -1.810556e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -18108790.000000 Penalty: 5977.033691
	Iteration 7Q: 3 clusters Score -1.810879e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -18112340.000000 Penalty: 5977.033691
	Iteration 8Q: 3 clusters Score -1.811234e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -18116262.000000 Penalty: 5977.033691
	Iteration 9Q: 3 clusters Score -1.811626e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 113914 members 
Entering Unmasked Estep 
Score: -18120526.000000 Penalty: 5977.033691
	Iteration 10Q: 3 clusters Score -1.812053e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -18125236.000000 Penalty: 5977.033691
	Iteration 11Q: 3 clusters Score -1.812524e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -18130664.000000 Penalty: 5977.033691
	Iteration 12Q: 3 clusters Score -1.813066e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -18136036.000000 Penalty: 5977.033691
	Iteration 13Q: 3 clusters Score -1.813604e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -18140884.000000 Penalty: 5977.033691
	Iteration 14Q: 3 clusters Score -1.814088e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -18144772.000000 Penalty: 5977.033691
	Iteration 15Q: 3 clusters Score -1.814477e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 151747 members 
Entering Unmasked Estep 
Score: -18147658.000000 Penalty: 5977.033691
	Iteration 16Q: 3 clusters Score -1.814766e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -18149852.000000 Penalty: 5977.033691
	Iteration 17Q: 3 clusters Score -1.814985e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -18151582.000000 Penalty: 5977.033691
	Iteration 18Q: 3 clusters Score -1.815158e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -18152948.000000 Penalty: 5977.033691
	Iteration 19Q: 3 clusters Score -1.815295e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -18154072.000000 Penalty: 5977.033691
	Iteration 20F: 3 clusters Score -1.815407e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -18154950.000000 Penalty: 5977.033691
	Iteration 21Q: 3 clusters Score -1.815495e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 165562 members 
Entering Unmasked Estep 
Score: -18155506.000000 Penalty: 5977.033691
	Iteration 22Q: 3 clusters Score -1.815551e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 166441 members 
Entering Unmasked Estep 
Score: -18156070.000000 Penalty: 5977.033691
	Iteration 23Q: 3 clusters Score -1.815607e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -18156444.000000 Penalty: 5977.033691
	Iteration 24Q: 3 clusters Score -1.815644e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -18156718.000000 Penalty: 5977.033691
	Iteration 25Q: 3 clusters Score -1.815672e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 167908 members 
Entering Unmasked Estep 
Score: -18156938.000000 Penalty: 5977.033691
	Iteration 26Q: 3 clusters Score -1.815694e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 168186 members 
Entering Unmasked Estep 
Score: -18157050.000000 Penalty: 5977.033691
	Iteration 27Q: 3 clusters Score -1.815705e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -18157148.000000 Penalty: 5977.033691
	Iteration 28Q: 3 clusters Score -1.815715e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -18157196.000000 Penalty: 5977.033691
	Iteration 29Q: 3 clusters Score -1.81572e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 168659 members 
Entering Unmasked Estep 
Score: -18157256.000000 Penalty: 5977.033691
	Iteration 30Q: 3 clusters Score -1.815726e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 168751 members 
Entering Unmasked Estep 
Score: -18157322.000000 Penalty: 5977.033691
	Iteration 31Q: 3 clusters Score -1.815732e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -18157370.000000 Penalty: 5977.033691
	Iteration 32Q: 3 clusters Score -1.815737e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 168935 members 
Entering Unmasked Estep 
Score: -18157398.000000 Penalty: 5977.033691
	Iteration 33Q: 3 clusters Score -1.81574e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -18157406.000000 Penalty: 5977.033691
	Iteration 34Q: 3 clusters Score -1.815741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -18157432.000000 Penalty: 5977.033691
	Iteration 35Q: 3 clusters Score -1.815743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -18157436.000000 Penalty: 5977.033691
	Iteration 36Q: 3 clusters Score -1.815744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 169134 members 
Entering Unmasked Estep 
Score: -18157434.000000 Penalty: 5977.033691
	Iteration 37Q: 3 clusters Score -1.815743e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -18157436.000000 Penalty: 5977.033691
	Iteration 38Q: 3 clusters Score -1.815744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 169194 members 
Entering Unmasked Estep 
Score: -18157472.000000 Penalty: 5977.033691
	Iteration 39Q: 3 clusters Score -1.815747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 169222 members 
Entering Unmasked Estep 
Score: -18157498.000000 Penalty: 5977.033691
	Iteration 40F: 3 clusters Score -1.81575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 169243 members 
Entering Unmasked Estep 
Score: -18157492.000000 Penalty: 5977.033691
	Iteration 41Q: 3 clusters Score -1.815749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 169258 members 
Entering Unmasked Estep 
Score: -18157488.000000 Penalty: 5977.033691
	Iteration 42Q: 3 clusters Score -1.815749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -18157492.000000 Penalty: 5977.033691
	Iteration 43Q: 3 clusters Score -1.815749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -18157508.000000 Penalty: 5977.033691
	Iteration 44Q: 3 clusters Score -1.815751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -18157514.000000 Penalty: 5977.033691
	Iteration 45Q: 3 clusters Score -1.815751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 169324 members 
Entering Unmasked Estep 
Score: -18157504.000000 Penalty: 5977.033691
	Iteration 46Q: 3 clusters Score -1.81575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -18157522.000000 Penalty: 5977.033691
	Iteration 47Q: 3 clusters Score -1.815752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -18157510.000000 Penalty: 5977.033691
	Iteration 48Q: 3 clusters Score -1.815751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 169349 members 
Entering Unmasked Estep 
Score: -18157506.000000 Penalty: 5977.033691
	Iteration 49Q: 3 clusters Score -1.815751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -18157524.000000 Penalty: 5977.033691
	Iteration 50Q: 3 clusters Score -1.815752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 169374 members 
Entering Unmasked Estep 
Score: -18157526.000000 Penalty: 5977.033691
	Iteration 51Q: 3 clusters Score -1.815753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 169387 members 
Entering Unmasked Estep 
Score: -18157540.000000 Penalty: 5977.033691
	Iteration 52Q: 3 clusters Score -1.815754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 169394 members 
Entering Unmasked Estep 
Score: -18157556.000000 Penalty: 5977.033691
	Iteration 53Q: 3 clusters Score -1.815756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18157542.000000 Penalty: 5977.033691
	Iteration 54Q: 3 clusters Score -1.815754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -18157560.000000 Penalty: 5977.033691
	Iteration 55Q: 3 clusters Score -1.815756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -18157566.000000 Penalty: 5977.033691
	Iteration 56Q: 3 clusters Score -1.815757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 169407 members 
Entering Unmasked Estep 
Score: -18157562.000000 Penalty: 5977.033691
	Iteration 57Q: 3 clusters Score -1.815756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -18157558.000000 Penalty: 5977.033691
	Iteration 58Q: 3 clusters Score -1.815756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 169410 members 
Entering Unmasked Estep 
Score: -18157564.000000 Penalty: 5977.033691
	Iteration 59Q: 3 clusters Score -1.815756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 169411 members 
Entering Unmasked Estep 
Score: -18157564.000000 Penalty: 5977.033691
	Iteration 60F: 3 clusters Score -1.815756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -18157560.000000 Penalty: 5977.033691
	Iteration 61Q: 3 clusters Score -1.815756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -18157560.000000 Penalty: 5977.033691
	Iteration 62F: 3 clusters Score -1.815756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -560539.187500 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -560539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -555821.437500 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -555821.4 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -557193.812500 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -557193.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -557661.125000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -557661.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -558090.687500 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -558090.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -558446.562500 Penalty: 4257.715332
	Iteration 4F: 3 clusters Score -558446.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -558757.312500 Penalty: 4257.715332
	Iteration 5F: 3 clusters Score -558757.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -558993.000000 Penalty: 4257.715332
	Iteration 6Q: 3 clusters Score -558993 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559172.687500 Penalty: 4257.715332
	Iteration 7Q: 3 clusters Score -559172.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -559269.125000 Penalty: 4257.715332
	Iteration 8Q: 3 clusters Score -559269.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -559324.000000 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -559324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -559359.437500 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -559359.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -559388.750000 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -559388.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -559406.375000 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -559406.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -559421.000000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -559421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -559442.875000 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -559442.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -559459.937500 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -559459.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -559471.875000 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -559471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -559477.062500 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -559477.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -559484.062500 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -559484.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -559490.312500 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -559490.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -559495.812500 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -559495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -559500.625000 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -559500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -559505.687500 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -559505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -559509.500000 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -559509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -559511.937500 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -559511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -559512.750000 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -559512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -559513.750000 Penalty: 4257.715332
	Iteration 26Q: 3 clusters Score -559513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -559513.687500 Penalty: 4257.715332
	Iteration 27Q: 3 clusters Score -559513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -559513.687500 Penalty: 4257.715332
	Iteration 28F: 3 clusters Score -559513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131321 members 
Entering Unmasked Estep 
Score: -15234413.000000 Penalty: 2922.779297
	Iteration 0F: 2 clusters Score -1.523441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -15146516.000000 Penalty: 5845.558594
	Iteration 0F: 3 clusters Score -1.514652e+07 nChanged 62646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -15183339.000000 Penalty: 5845.558594
	Iteration 1F: 3 clusters Score -1.518334e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -15184667.000000 Penalty: 5845.558594
	Iteration 2Q: 3 clusters Score -1.518467e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -15186411.000000 Penalty: 5845.558594
	Iteration 3Q: 3 clusters Score -1.518641e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -15188285.000000 Penalty: 5845.558594
	Iteration 4Q: 3 clusters Score -1.518828e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -15190606.000000 Penalty: 5845.558594
	Iteration 5Q: 3 clusters Score -1.519061e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -15193030.000000 Penalty: 5845.558594
	Iteration 6Q: 3 clusters Score -1.519303e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -15195243.000000 Penalty: 5845.558594
	Iteration 7Q: 3 clusters Score -1.519524e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -15197021.000000 Penalty: 5845.558594
	Iteration 8Q: 3 clusters Score -1.519702e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -15198565.000000 Penalty: 5845.558594
	Iteration 9Q: 3 clusters Score -1.519856e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -15200017.000000 Penalty: 5845.558594
	Iteration 10Q: 3 clusters Score -1.520002e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -15201393.000000 Penalty: 5845.558594
	Iteration 11Q: 3 clusters Score -1.520139e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -15203163.000000 Penalty: 5845.558594
	Iteration 12Q: 3 clusters Score -1.520316e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -15205444.000000 Penalty: 5845.558594
	Iteration 13Q: 3 clusters Score -1.520544e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -15208890.000000 Penalty: 5845.558594
	Iteration 14Q: 3 clusters Score -1.520889e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -15213698.000000 Penalty: 5845.558594
	Iteration 15F: 3 clusters Score -1.52137e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -15219745.000000 Penalty: 5845.558594
	Iteration 16F: 3 clusters Score -1.521974e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -15225106.000000 Penalty: 5845.558594
	Iteration 17Q: 3 clusters Score -1.522511e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -15228624.000000 Penalty: 5845.558594
	Iteration 18Q: 3 clusters Score -1.522862e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -15230425.000000 Penalty: 5845.558594
	Iteration 19Q: 3 clusters Score -1.523042e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130026 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -15231174.000000 Penalty: 5845.558594
	Iteration 20F: 3 clusters Score -1.523117e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15231557.000000 Penalty: 5845.558594
	Iteration 21Q: 3 clusters Score -1.523156e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130544 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -15231768.000000 Penalty: 5845.558594
	Iteration 22Q: 3 clusters Score -1.523177e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130623 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15231875.000000 Penalty: 5845.558594
	Iteration 23Q: 3 clusters Score -1.523188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130659 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15231930.000000 Penalty: 5845.558594
	Iteration 24Q: 3 clusters Score -1.523193e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130679 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15231952.000000 Penalty: 5845.558594
	Iteration 25Q: 3 clusters Score -1.523195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15231988.000000 Penalty: 5845.558594
	Iteration 26Q: 3 clusters Score -1.523199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130709 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15232010.000000 Penalty: 5845.558594
	Iteration 27Q: 3 clusters Score -1.523201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15232033.000000 Penalty: 5845.558594
	Iteration 28Q: 3 clusters Score -1.523203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130727 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15232050.000000 Penalty: 5845.558594
	Iteration 29Q: 3 clusters Score -1.523205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15232046.000000 Penalty: 5845.558594
	Iteration 30Q: 3 clusters Score -1.523205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15232048.000000 Penalty: 5845.558594
	Iteration 31Q: 3 clusters Score -1.523205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15232056.000000 Penalty: 5845.558594
	Iteration 32Q: 3 clusters Score -1.523206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15232055.000000 Penalty: 5845.558594
	Iteration 33Q: 3 clusters Score -1.523206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130735 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -15232060.000000 Penalty: 5845.558594
	Iteration 34Q: 3 clusters Score -1.523206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15232062.000000 Penalty: 5845.558594
	Iteration 35Q: 3 clusters Score -1.523206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130744 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15232066.000000 Penalty: 5845.558594
	Iteration 36Q: 3 clusters Score -1.523207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15232079.000000 Penalty: 5845.558594
	Iteration 37Q: 3 clusters Score -1.523208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130756 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15232094.000000 Penalty: 5845.558594
	Iteration 38Q: 3 clusters Score -1.523209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15232100.000000 Penalty: 5845.558594
	Iteration 39Q: 3 clusters Score -1.52321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130770 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -15232103.000000 Penalty: 5845.558594
	Iteration 40F: 3 clusters Score -1.52321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15232115.000000 Penalty: 5845.558594
	Iteration 41Q: 3 clusters Score -1.523212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130781 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15232119.000000 Penalty: 5845.558594
	Iteration 42Q: 3 clusters Score -1.523212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130784 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15232132.000000 Penalty: 5845.558594
	Iteration 43Q: 3 clusters Score -1.523213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130787 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15232117.000000 Penalty: 5845.558594
	Iteration 44Q: 3 clusters Score -1.523212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15232132.000000 Penalty: 5845.558594
	Iteration 45Q: 3 clusters Score -1.523213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15232139.000000 Penalty: 5845.558594
	Iteration 46Q: 3 clusters Score -1.523214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15232138.000000 Penalty: 5845.558594
	Iteration 47Q: 3 clusters Score -1.523214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15232138.000000 Penalty: 5845.558594
	Iteration 48F: 3 clusters Score -1.523214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Entering Unmasked Estep 
Score: -4070771.500000 Penalty: 2599.920410
	Iteration 0F: 2 clusters Score -4070772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4046399.500000 Penalty: 5199.840820
	Iteration 0F: 3 clusters Score -4046400 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4055544.500000 Penalty: 5199.840820
	Iteration 1F: 3 clusters Score -4055544 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4056292.500000 Penalty: 5199.840820
	Iteration 2F: 3 clusters Score -4056292 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4057032.750000 Penalty: 5199.840820
	Iteration 3Q: 3 clusters Score -4057033 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4057888.000000 Penalty: 5199.840820
	Iteration 4Q: 3 clusters Score -4057888 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4058818.500000 Penalty: 5199.840820
	Iteration 5Q: 3 clusters Score -4058818 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4059804.750000 Penalty: 5199.840820
	Iteration 6F: 3 clusters Score -4059805 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4060765.500000 Penalty: 5199.840820
	Iteration 7F: 3 clusters Score -4060766 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4061695.000000 Penalty: 5199.840820
	Iteration 8Q: 3 clusters Score -4061695 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4062616.250000 Penalty: 5199.840820
	Iteration 9Q: 3 clusters Score -4062616 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4063657.750000 Penalty: 5199.840820
	Iteration 10Q: 3 clusters Score -4063658 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4064700.750000 Penalty: 5199.840820
	Iteration 11Q: 3 clusters Score -4064701 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4065589.750000 Penalty: 5199.840820
	Iteration 12Q: 3 clusters Score -4065590 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4066207.750000 Penalty: 5199.840820
	Iteration 13Q: 3 clusters Score -4066208 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4066777.750000 Penalty: 5199.840820
	Iteration 14Q: 3 clusters Score -4066778 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4067390.750000 Penalty: 5199.840820
	Iteration 15Q: 3 clusters Score -4067391 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4068082.250000 Penalty: 5199.840820
	Iteration 16Q: 3 clusters Score -4068082 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4068800.250000 Penalty: 5199.840820
	Iteration 17Q: 3 clusters Score -4068800 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4069239.000000 Penalty: 5199.840820
	Iteration 18Q: 3 clusters Score -4069239 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4069533.750000 Penalty: 5199.840820
	Iteration 19Q: 3 clusters Score -4069534 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -4069669.250000 Penalty: 5199.840820
	Iteration 20F: 3 clusters Score -4069669 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4069737.000000 Penalty: 5199.840820
	Iteration 21Q: 3 clusters Score -4069737 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4069757.250000 Penalty: 5199.840820
	Iteration 22Q: 3 clusters Score -4069757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4069789.750000 Penalty: 5199.840820
	Iteration 23Q: 3 clusters Score -4069790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -4069800.750000 Penalty: 5199.840820
	Iteration 24Q: 3 clusters Score -4069801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4069824.000000 Penalty: 5199.840820
	Iteration 25Q: 3 clusters Score -4069824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4069821.500000 Penalty: 5199.840820
	Iteration 26Q: 3 clusters Score -4069822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -4069817.000000 Penalty: 5199.840820
	Iteration 27Q: 3 clusters Score -4069817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -4069830.750000 Penalty: 5199.840820
	Iteration 28Q: 3 clusters Score -4069831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -4069831.500000 Penalty: 5199.840820
	Iteration 29Q: 3 clusters Score -4069832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -4069836.000000 Penalty: 5199.840820
	Iteration 30Q: 3 clusters Score -4069836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4069835.750000 Penalty: 5199.840820
	Iteration 31Q: 3 clusters Score -4069836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -4069834.250000 Penalty: 5199.840820
	Iteration 32Q: 3 clusters Score -4069834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4069829.250000 Penalty: 5199.840820
	Iteration 33Q: 3 clusters Score -4069829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4069825.750000 Penalty: 5199.840820
	Iteration 34Q: 3 clusters Score -4069826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4069832.000000 Penalty: 5199.840820
	Iteration 35Q: 3 clusters Score -4069832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4069829.000000 Penalty: 5199.840820
	Iteration 36Q: 3 clusters Score -4069829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4069830.500000 Penalty: 5199.840820
	Iteration 37Q: 3 clusters Score -4069830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4069825.000000 Penalty: 5199.840820
	Iteration 38Q: 3 clusters Score -4069825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4069831.500000 Penalty: 5199.840820
	Iteration 39Q: 3 clusters Score -4069832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4069834.000000 Penalty: 5199.840820
	Iteration 40F: 3 clusters Score -4069834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4069832.750000 Penalty: 5199.840820
	Iteration 41Q: 3 clusters Score -4069833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4069834.500000 Penalty: 5199.840820
	Iteration 42Q: 3 clusters Score -4069834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -4069839.750000 Penalty: 5199.840820
	Iteration 43Q: 3 clusters Score -4069840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4069837.000000 Penalty: 5199.840820
	Iteration 44Q: 3 clusters Score -4069837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4069837.750000 Penalty: 5199.840820
	Iteration 45Q: 3 clusters Score -4069838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4069838.500000 Penalty: 5199.840820
	Iteration 46Q: 3 clusters Score -4069838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4069834.750000 Penalty: 5199.840820
	Iteration 47Q: 3 clusters Score -4069835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4069834.750000 Penalty: 5199.840820
	Iteration 48F: 3 clusters Score -4069835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -292679.687500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -292679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -289650.093750 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -289650.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290312.937500 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -290312.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290565.812500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -290565.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -290850.187500 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -290850.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -291200.968750 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -291201 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -291466.062500 Penalty: 3922.560059
	Iteration 5F: 3 clusters Score -291466.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291648.343750 Penalty: 3922.560059
	Iteration 6F: 3 clusters Score -291648.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -291768.312500 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -291768.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -291835.937500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -291835.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291853.406250 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -291853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291857.593750 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -291857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291861.031250 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -291861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291862.937500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -291862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291862.937500 Penalty: 3922.560059
	Iteration 13F: 3 clusters Score -291862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Entering Unmasked Estep 
Score: -1132872.375000 Penalty: 2289.148438
	Iteration 0F: 2 clusters Score -1132872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1125180.875000 Penalty: 4578.296875
	Iteration 0F: 3 clusters Score -1125181 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1127530.375000 Penalty: 4578.296875
	Iteration 1F: 3 clusters Score -1127530 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1127942.375000 Penalty: 4578.296875
	Iteration 2F: 3 clusters Score -1127942 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1128319.625000 Penalty: 4578.296875
	Iteration 3F: 3 clusters Score -1128320 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1128695.125000 Penalty: 4578.296875
	Iteration 4F: 3 clusters Score -1128695 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1129096.875000 Penalty: 4578.296875
	Iteration 5F: 3 clusters Score -1129097 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1129539.375000 Penalty: 4578.296875
	Iteration 6F: 3 clusters Score -1129539 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1129975.125000 Penalty: 4578.296875
	Iteration 7F: 3 clusters Score -1129975 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1130397.500000 Penalty: 4578.296875
	Iteration 8Q: 3 clusters Score -1130398 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1130832.000000 Penalty: 4578.296875
	Iteration 9Q: 3 clusters Score -1130832 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1131370.125000 Penalty: 4578.296875
	Iteration 10Q: 3 clusters Score -1131370 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1132138.625000 Penalty: 4578.296875
	Iteration 11Q: 3 clusters Score -1132139 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1133149.375000 Penalty: 4578.296875
	Iteration 12Q: 3 clusters Score -1133149 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1133864.125000 Penalty: 4578.296875
	Iteration 13Q: 3 clusters Score -1133864 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1134042.625000 Penalty: 4578.296875
	Iteration 14Q: 3 clusters Score -1134043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1134096.000000 Penalty: 4578.296875
	Iteration 15Q: 3 clusters Score -1134096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1134107.500000 Penalty: 4578.296875
	Iteration 16Q: 3 clusters Score -1134108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1134115.375000 Penalty: 4578.296875
	Iteration 17Q: 3 clusters Score -1134115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1134114.125000 Penalty: 4578.296875
	Iteration 18Q: 3 clusters Score -1134114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1134115.875000 Penalty: 4578.296875
	Iteration 19Q: 3 clusters Score -1134116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1134118.375000 Penalty: 4578.296875
	Iteration 20F: 3 clusters Score -1134118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1134119.125000 Penalty: 4578.296875
	Iteration 21Q: 3 clusters Score -1134119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1134120.125000 Penalty: 4578.296875
	Iteration 22Q: 3 clusters Score -1134120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1134121.125000 Penalty: 4578.296875
	Iteration 23Q: 3 clusters Score -1134121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1134118.500000 Penalty: 4578.296875
	Iteration 24Q: 3 clusters Score -1134118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1134118.500000 Penalty: 4578.296875
	Iteration 25F: 3 clusters Score -1134118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 31018 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63587 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76964 members 
Mstep: Class 9 contains 248594 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 171180 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 59797 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16537 members 
Mstep: Class 24 contains 33047 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28036 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15004 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5582 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 31078 members 
Mstep: Class 37 contains 29122 members 
Mstep: Class 38 contains 16958 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6910 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54605 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5804 members 
Mstep: Class 46 contains 41707 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11694 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16446 members 
Mstep: Class 52 contains 4361 members 
Mstep: Class 53 contains 8778 members 
Mstep: Class 54 contains 7007 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3714 members 
Mstep: Class 58 contains 47557 members 
Mstep: Class 59 contains 3642 members 
Mstep: Class 60 contains 12125 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3391 members 
Mstep: Class 63 contains 8566 members 
Mstep: Class 64 contains 5617 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7294 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4628 members 
Mstep: Class 69 contains 7512 members 
Mstep: Class 70 contains 5070 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4986 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21599 members 
Mstep: Class 77 contains 1933 members 
Mstep: Class 78 contains 5641 members 
Mstep: Class 79 contains 45227 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13350 members 
Mstep: Class 84 contains 1703 members 
Mstep: Class 85 contains 6089 members 
Mstep: Class 86 contains 6713 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9171 members 
Mstep: Class 91 contains 3437 members 
Mstep: Class 92 contains 5904 members 
Mstep: Class 93 contains 2001 members 
Mstep: Class 94 contains 50685 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4953 members 
Mstep: Class 97 contains 1484 members 
Mstep: Class 98 contains 3147 members 
Mstep: Class 99 contains 1592 members 
Mstep: Class 100 contains 3164 members 
Mstep: Class 101 contains 6004 members 
Entering Unmasked Estep 
Score: -212295264.000000 Penalty: 362902.031250
Splitting cluster 17 changes total score from -212295616.000000 to -212295264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -790762.187500 Penalty: 2224.856201
	Iteration 0F: 2 clusters Score -790762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -784413.437500 Penalty: 4449.712402
	Iteration 0F: 3 clusters Score -784413.4 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -786317.562500 Penalty: 4449.712402
	Iteration 1F: 3 clusters Score -786317.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -786753.000000 Penalty: 4449.712402
	Iteration 2F: 3 clusters Score -786753 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -787134.062500 Penalty: 4449.712402
	Iteration 3F: 3 clusters Score -787134.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -787478.375000 Penalty: 4449.712402
	Iteration 4F: 3 clusters Score -787478.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -787821.187500 Penalty: 4449.712402
	Iteration 5F: 3 clusters Score -787821.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -788103.250000 Penalty: 4449.712402
	Iteration 6Q: 3 clusters Score -788103.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -788328.062500 Penalty: 4449.712402
	Iteration 7Q: 3 clusters Score -788328.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -788483.625000 Penalty: 4449.712402
	Iteration 8Q: 3 clusters Score -788483.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -788604.812500 Penalty: 4449.712402
	Iteration 9Q: 3 clusters Score -788604.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -788695.687500 Penalty: 4449.712402
	Iteration 10Q: 3 clusters Score -788695.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -788759.312500 Penalty: 4449.712402
	Iteration 11Q: 3 clusters Score -788759.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -788808.312500 Penalty: 4449.712402
	Iteration 12Q: 3 clusters Score -788808.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -788840.687500 Penalty: 4449.712402
	Iteration 13Q: 3 clusters Score -788840.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -788871.250000 Penalty: 4449.712402
	Iteration 14Q: 3 clusters Score -788871.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -788892.000000 Penalty: 4449.712402
	Iteration 15Q: 3 clusters Score -788892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -788913.625000 Penalty: 4449.712402
	Iteration 16Q: 3 clusters Score -788913.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -788924.687500 Penalty: 4449.712402
	Iteration 17Q: 3 clusters Score -788924.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -788936.625000 Penalty: 4449.712402
	Iteration 18Q: 3 clusters Score -788936.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -788950.312500 Penalty: 4449.712402
	Iteration 19Q: 3 clusters Score -788950.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -788965.250000 Penalty: 4449.712402
	Iteration 20F: 3 clusters Score -788965.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -788975.187500 Penalty: 4449.712402
	Iteration 21Q: 3 clusters Score -788975.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -788984.750000 Penalty: 4449.712402
	Iteration 22Q: 3 clusters Score -788984.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -788991.187500 Penalty: 4449.712402
	Iteration 23Q: 3 clusters Score -788991.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -788996.937500 Penalty: 4449.712402
	Iteration 24Q: 3 clusters Score -788996.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -789001.312500 Penalty: 4449.712402
	Iteration 25Q: 3 clusters Score -789001.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -789006.250000 Penalty: 4449.712402
	Iteration 26Q: 3 clusters Score -789006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -789011.312500 Penalty: 4449.712402
	Iteration 27Q: 3 clusters Score -789011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -789018.937500 Penalty: 4449.712402
	Iteration 28Q: 3 clusters Score -789018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -789024.625000 Penalty: 4449.712402
	Iteration 29Q: 3 clusters Score -789024.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -789029.312500 Penalty: 4449.712402
	Iteration 30Q: 3 clusters Score -789029.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -789035.437500 Penalty: 4449.712402
	Iteration 31Q: 3 clusters Score -789035.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -789036.312500 Penalty: 4449.712402
	Iteration 32Q: 3 clusters Score -789036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -789039.062500 Penalty: 4449.712402
	Iteration 33Q: 3 clusters Score -789039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -789042.687500 Penalty: 4449.712402
	Iteration 34Q: 3 clusters Score -789042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -789042.750000 Penalty: 4449.712402
	Iteration 35Q: 3 clusters Score -789042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -789043.062500 Penalty: 4449.712402
	Iteration 36Q: 3 clusters Score -789043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -789044.875000 Penalty: 4449.712402
	Iteration 37Q: 3 clusters Score -789044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -789045.062500 Penalty: 4449.712402
	Iteration 38Q: 3 clusters Score -789045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -789046.375000 Penalty: 4449.712402
	Iteration 39Q: 3 clusters Score -789046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -789047.937500 Penalty: 4449.712402
	Iteration 40F: 3 clusters Score -789047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -789046.250000 Penalty: 4449.712402
	Iteration 41Q: 3 clusters Score -789046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -789048.250000 Penalty: 4449.712402
	Iteration 42Q: 3 clusters Score -789048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -789051.375000 Penalty: 4449.712402
	Iteration 43Q: 3 clusters Score -789051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -789053.187500 Penalty: 4449.712402
	Iteration 44Q: 3 clusters Score -789053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -789055.437500 Penalty: 4449.712402
	Iteration 45Q: 3 clusters Score -789055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -789060.000000 Penalty: 4449.712402
	Iteration 46Q: 3 clusters Score -789060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -789060.937500 Penalty: 4449.712402
	Iteration 47Q: 3 clusters Score -789060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -789065.125000 Penalty: 4449.712402
	Iteration 48Q: 3 clusters Score -789065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -789069.250000 Penalty: 4449.712402
	Iteration 49Q: 3 clusters Score -789069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -789073.625000 Penalty: 4449.712402
	Iteration 50Q: 3 clusters Score -789073.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -789072.875000 Penalty: 4449.712402
	Iteration 51Q: 3 clusters Score -789072.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -789076.000000 Penalty: 4449.712402
	Iteration 52Q: 3 clusters Score -789076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -789075.812500 Penalty: 4449.712402
	Iteration 53Q: 3 clusters Score -789075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -789076.937500 Penalty: 4449.712402
	Iteration 54Q: 3 clusters Score -789076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -789077.062500 Penalty: 4449.712402
	Iteration 55Q: 3 clusters Score -789077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -789077.750000 Penalty: 4449.712402
	Iteration 56Q: 3 clusters Score -789077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -789077.812500 Penalty: 4449.712402
	Iteration 57Q: 3 clusters Score -789077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -789078.500000 Penalty: 4449.712402
	Iteration 58Q: 3 clusters Score -789078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -789079.875000 Penalty: 4449.712402
	Iteration 59Q: 3 clusters Score -789079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -789081.750000 Penalty: 4449.712402
	Iteration 60F: 3 clusters Score -789081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -789082.187500 Penalty: 4449.712402
	Iteration 61Q: 3 clusters Score -789082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -789079.937500 Penalty: 4449.712402
	Iteration 62Q: 3 clusters Score -789079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -789079.375000 Penalty: 4449.712402
	Iteration 63Q: 3 clusters Score -789079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -789079.375000 Penalty: 4449.712402
	Iteration 64F: 3 clusters Score -789079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Entering Unmasked Estep 
Score: -6880838.500000 Penalty: 2727.680176
	Iteration 0F: 2 clusters Score -6880838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6840547.500000 Penalty: 5455.360352
	Iteration 0F: 3 clusters Score -6840548 nChanged 27754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -6856130.000000 Penalty: 5455.360352
	Iteration 1F: 3 clusters Score -6856130 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6856735.500000 Penalty: 5455.360352
	Iteration 2Q: 3 clusters Score -6856736 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -6857415.500000 Penalty: 5455.360352
	Iteration 3Q: 3 clusters Score -6857416 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6858141.000000 Penalty: 5455.360352
	Iteration 4Q: 3 clusters Score -6858141 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -6859145.000000 Penalty: 5455.360352
	Iteration 5Q: 3 clusters Score -6859145 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6860376.000000 Penalty: 5455.360352
	Iteration 6Q: 3 clusters Score -6860376 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -6862128.500000 Penalty: 5455.360352
	Iteration 7F: 3 clusters Score -6862128 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6864473.000000 Penalty: 5455.360352
	Iteration 8F: 3 clusters Score -6864473 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -6867290.500000 Penalty: 5455.360352
	Iteration 9F: 3 clusters Score -6867290 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -6870186.000000 Penalty: 5455.360352
	Iteration 10F: 3 clusters Score -6870186 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -6872397.500000 Penalty: 5455.360352
	Iteration 11F: 3 clusters Score -6872398 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -6873821.500000 Penalty: 5455.360352
	Iteration 12Q: 3 clusters Score -6873822 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -6874751.500000 Penalty: 5455.360352
	Iteration 13Q: 3 clusters Score -6874752 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6875426.500000 Penalty: 5455.360352
	Iteration 14Q: 3 clusters Score -6875426 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -6875965.000000 Penalty: 5455.360352
	Iteration 15Q: 3 clusters Score -6875965 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -6876364.500000 Penalty: 5455.360352
	Iteration 16Q: 3 clusters Score -6876364 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -6876748.500000 Penalty: 5455.360352
	Iteration 17Q: 3 clusters Score -6876748 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -6877063.500000 Penalty: 5455.360352
	Iteration 18Q: 3 clusters Score -6877064 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -6877349.500000 Penalty: 5455.360352
	Iteration 19Q: 3 clusters Score -6877350 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -6877583.000000 Penalty: 5455.360352
	Iteration 20F: 3 clusters Score -6877583 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -6877731.500000 Penalty: 5455.360352
	Iteration 21Q: 3 clusters Score -6877732 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -6877877.000000 Penalty: 5455.360352
	Iteration 22Q: 3 clusters Score -6877877 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6878028.000000 Penalty: 5455.360352
	Iteration 23Q: 3 clusters Score -6878028 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6878125.000000 Penalty: 5455.360352
	Iteration 24Q: 3 clusters Score -6878125 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6878247.500000 Penalty: 5455.360352
	Iteration 25Q: 3 clusters Score -6878248 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -6878331.500000 Penalty: 5455.360352
	Iteration 26Q: 3 clusters Score -6878332 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -6878443.500000 Penalty: 5455.360352
	Iteration 27Q: 3 clusters Score -6878444 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -6878589.000000 Penalty: 5455.360352
	Iteration 28Q: 3 clusters Score -6878589 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6878688.000000 Penalty: 5455.360352
	Iteration 29Q: 3 clusters Score -6878688 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6878799.000000 Penalty: 5455.360352
	Iteration 30Q: 3 clusters Score -6878799 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6878896.500000 Penalty: 5455.360352
	Iteration 31Q: 3 clusters Score -6878896 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6878966.000000 Penalty: 5455.360352
	Iteration 32Q: 3 clusters Score -6878966 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -6879106.000000 Penalty: 5455.360352
	Iteration 33Q: 3 clusters Score -6879106 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6879175.000000 Penalty: 5455.360352
	Iteration 34Q: 3 clusters Score -6879175 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6879244.500000 Penalty: 5455.360352
	Iteration 35Q: 3 clusters Score -6879244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -6879294.000000 Penalty: 5455.360352
	Iteration 36Q: 3 clusters Score -6879294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6879328.500000 Penalty: 5455.360352
	Iteration 37Q: 3 clusters Score -6879328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -6879339.500000 Penalty: 5455.360352
	Iteration 38Q: 3 clusters Score -6879340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -6879387.500000 Penalty: 5455.360352
	Iteration 39Q: 3 clusters Score -6879388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6879395.000000 Penalty: 5455.360352
	Iteration 40F: 3 clusters Score -6879395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -6879437.000000 Penalty: 5455.360352
	Iteration 41Q: 3 clusters Score -6879437 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -6879454.500000 Penalty: 5455.360352
	Iteration 42Q: 3 clusters Score -6879454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -6879465.000000 Penalty: 5455.360352
	Iteration 43Q: 3 clusters Score -6879465 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -6879489.500000 Penalty: 5455.360352
	Iteration 44Q: 3 clusters Score -6879490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -6879482.000000 Penalty: 5455.360352
	Iteration 45Q: 3 clusters Score -6879482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -6879500.000000 Penalty: 5455.360352
	Iteration 46Q: 3 clusters Score -6879500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -6879508.500000 Penalty: 5455.360352
	Iteration 47Q: 3 clusters Score -6879508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -6879533.000000 Penalty: 5455.360352
	Iteration 48Q: 3 clusters Score -6879533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -6879540.500000 Penalty: 5455.360352
	Iteration 49Q: 3 clusters Score -6879540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -6879530.500000 Penalty: 5455.360352
	Iteration 50Q: 3 clusters Score -6879530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6879545.000000 Penalty: 5455.360352
	Iteration 51Q: 3 clusters Score -6879545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -6879553.000000 Penalty: 5455.360352
	Iteration 52Q: 3 clusters Score -6879553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -6879564.000000 Penalty: 5455.360352
	Iteration 53Q: 3 clusters Score -6879564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6879567.000000 Penalty: 5455.360352
	Iteration 54Q: 3 clusters Score -6879567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -6879564.500000 Penalty: 5455.360352
	Iteration 55Q: 3 clusters Score -6879564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -6879572.500000 Penalty: 5455.360352
	Iteration 56Q: 3 clusters Score -6879572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6879580.500000 Penalty: 5455.360352
	Iteration 57Q: 3 clusters Score -6879580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6879582.000000 Penalty: 5455.360352
	Iteration 58Q: 3 clusters Score -6879582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6879586.500000 Penalty: 5455.360352
	Iteration 59Q: 3 clusters Score -6879586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -6879601.000000 Penalty: 5455.360352
	Iteration 60F: 3 clusters Score -6879601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6879613.000000 Penalty: 5455.360352
	Iteration 61Q: 3 clusters Score -6879613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6879604.500000 Penalty: 5455.360352
	Iteration 62Q: 3 clusters Score -6879604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6879626.500000 Penalty: 5455.360352
	Iteration 63Q: 3 clusters Score -6879626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -6879611.500000 Penalty: 5455.360352
	Iteration 64Q: 3 clusters Score -6879612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6879624.500000 Penalty: 5455.360352
	Iteration 65Q: 3 clusters Score -6879624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6879643.000000 Penalty: 5455.360352
	Iteration 66Q: 3 clusters Score -6879643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -6879645.000000 Penalty: 5455.360352
	Iteration 67Q: 3 clusters Score -6879645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -6879657.000000 Penalty: 5455.360352
	Iteration 68Q: 3 clusters Score -6879657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -6879668.000000 Penalty: 5455.360352
	Iteration 69Q: 3 clusters Score -6879668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6879667.500000 Penalty: 5455.360352
	Iteration 70Q: 3 clusters Score -6879668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6879674.500000 Penalty: 5455.360352
	Iteration 71Q: 3 clusters Score -6879674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6879675.000000 Penalty: 5455.360352
	Iteration 72Q: 3 clusters Score -6879675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6879682.000000 Penalty: 5455.360352
	Iteration 73Q: 3 clusters Score -6879682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -6879684.500000 Penalty: 5455.360352
	Iteration 74Q: 3 clusters Score -6879684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6879690.000000 Penalty: 5455.360352
	Iteration 75Q: 3 clusters Score -6879690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -6879700.000000 Penalty: 5455.360352
	Iteration 76Q: 3 clusters Score -6879700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6879691.000000 Penalty: 5455.360352
	Iteration 77Q: 3 clusters Score -6879691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -6879702.000000 Penalty: 5455.360352
	Iteration 78Q: 3 clusters Score -6879702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6879705.500000 Penalty: 5455.360352
	Iteration 79Q: 3 clusters Score -6879706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -6879706.500000 Penalty: 5455.360352
	Iteration 80F: 3 clusters Score -6879706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6879709.500000 Penalty: 5455.360352
	Iteration 81Q: 3 clusters Score -6879710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -6879709.500000 Penalty: 5455.360352
	Iteration 82Q: 3 clusters Score -6879710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -6879712.000000 Penalty: 5455.360352
	Iteration 83Q: 3 clusters Score -6879712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6879714.500000 Penalty: 5455.360352
	Iteration 84Q: 3 clusters Score -6879714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -6879712.500000 Penalty: 5455.360352
	Iteration 85Q: 3 clusters Score -6879712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6879704.000000 Penalty: 5455.360352
	Iteration 86Q: 3 clusters Score -6879704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6879704.000000 Penalty: 5455.360352
	Iteration 87Q: 3 clusters Score -6879704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -6879703.500000 Penalty: 5455.360352
	Iteration 88Q: 3 clusters Score -6879704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -6879706.000000 Penalty: 5455.360352
	Iteration 89Q: 3 clusters Score -6879706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -6879696.500000 Penalty: 5455.360352
	Iteration 90Q: 3 clusters Score -6879696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6879703.000000 Penalty: 5455.360352
	Iteration 91Q: 3 clusters Score -6879703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -6879707.500000 Penalty: 5455.360352
	Iteration 92Q: 3 clusters Score -6879708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6879699.000000 Penalty: 5455.360352
	Iteration 93Q: 3 clusters Score -6879699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6879698.500000 Penalty: 5455.360352
	Iteration 94Q: 3 clusters Score -6879698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6879687.000000 Penalty: 5455.360352
	Iteration 95Q: 3 clusters Score -6879687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6879690.000000 Penalty: 5455.360352
	Iteration 96Q: 3 clusters Score -6879690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6879700.000000 Penalty: 5455.360352
	Iteration 97Q: 3 clusters Score -6879700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -6879704.000000 Penalty: 5455.360352
	Iteration 98Q: 3 clusters Score -6879704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6879700.500000 Penalty: 5455.360352
	Iteration 99Q: 3 clusters Score -6879700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -6879705.000000 Penalty: 5455.360352
	Iteration 100F: 3 clusters Score -6879705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -6879710.500000 Penalty: 5455.360352
	Iteration 101Q: 3 clusters Score -6879710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6879702.000000 Penalty: 5455.360352
	Iteration 102Q: 3 clusters Score -6879702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -6879706.000000 Penalty: 5455.360352
	Iteration 103Q: 3 clusters Score -6879706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -6879701.000000 Penalty: 5455.360352
	Iteration 104Q: 3 clusters Score -6879701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -6879699.000000 Penalty: 5455.360352
	Iteration 105Q: 3 clusters Score -6879699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6879697.500000 Penalty: 5455.360352
	Iteration 106Q: 3 clusters Score -6879698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6879705.000000 Penalty: 5455.360352
	Iteration 107Q: 3 clusters Score -6879705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -6879696.500000 Penalty: 5455.360352
	Iteration 108Q: 3 clusters Score -6879696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -6879690.500000 Penalty: 5455.360352
	Iteration 109Q: 3 clusters Score -6879690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -6879687.500000 Penalty: 5455.360352
	Iteration 110Q: 3 clusters Score -6879688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6879688.000000 Penalty: 5455.360352
	Iteration 111Q: 3 clusters Score -6879688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -6879693.500000 Penalty: 5455.360352
	Iteration 112Q: 3 clusters Score -6879694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6879696.500000 Penalty: 5455.360352
	Iteration 113Q: 3 clusters Score -6879696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -6879701.500000 Penalty: 5455.360352
	Iteration 114Q: 3 clusters Score -6879702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6879698.500000 Penalty: 5455.360352
	Iteration 115Q: 3 clusters Score -6879698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6879702.500000 Penalty: 5455.360352
	Iteration 116Q: 3 clusters Score -6879702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6879707.000000 Penalty: 5455.360352
	Iteration 117Q: 3 clusters Score -6879707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -6879707.500000 Penalty: 5455.360352
	Iteration 118Q: 3 clusters Score -6879708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6879706.500000 Penalty: 5455.360352
	Iteration 119Q: 3 clusters Score -6879706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6879706.500000 Penalty: 5455.360352
	Iteration 120F: 3 clusters Score -6879706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -6879706.500000 Penalty: 5455.360352
	Iteration 121Q: 3 clusters Score -6879706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6879703.500000 Penalty: 5455.360352
	Iteration 122Q: 3 clusters Score -6879704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6879703.500000 Penalty: 5455.360352
	Iteration 123F: 3 clusters Score -6879704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -897275.312500 Penalty: 2224.509521
	Iteration 0F: 2 clusters Score -897275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -890941.187500 Penalty: 4449.019043
	Iteration 0F: 3 clusters Score -890941.2 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -892759.187500 Penalty: 4449.019043
	Iteration 1F: 3 clusters Score -892759.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -893064.875000 Penalty: 4449.019043
	Iteration 2F: 3 clusters Score -893064.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -893283.625000 Penalty: 4449.019043
	Iteration 3F: 3 clusters Score -893283.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -893478.687500 Penalty: 4449.019043
	Iteration 4Q: 3 clusters Score -893478.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -893611.187500 Penalty: 4449.019043
	Iteration 5Q: 3 clusters Score -893611.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -893706.125000 Penalty: 4449.019043
	Iteration 6Q: 3 clusters Score -893706.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -893791.500000 Penalty: 4449.019043
	Iteration 7Q: 3 clusters Score -893791.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -893865.500000 Penalty: 4449.019043
	Iteration 8Q: 3 clusters Score -893865.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -893920.125000 Penalty: 4449.019043
	Iteration 9Q: 3 clusters Score -893920.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -893977.812500 Penalty: 4449.019043
	Iteration 10Q: 3 clusters Score -893977.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -894035.250000 Penalty: 4449.019043
	Iteration 11Q: 3 clusters Score -894035.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -894112.062500 Penalty: 4449.019043
	Iteration 12Q: 3 clusters Score -894112.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -894169.000000 Penalty: 4449.019043
	Iteration 13Q: 3 clusters Score -894169 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -894220.187500 Penalty: 4449.019043
	Iteration 14Q: 3 clusters Score -894220.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -894274.500000 Penalty: 4449.019043
	Iteration 15Q: 3 clusters Score -894274.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -894333.000000 Penalty: 4449.019043
	Iteration 16Q: 3 clusters Score -894333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -894390.625000 Penalty: 4449.019043
	Iteration 17Q: 3 clusters Score -894390.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -894473.625000 Penalty: 4449.019043
	Iteration 18Q: 3 clusters Score -894473.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -894563.312500 Penalty: 4449.019043
	Iteration 19Q: 3 clusters Score -894563.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -894641.125000 Penalty: 4449.019043
	Iteration 20F: 3 clusters Score -894641.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -894715.875000 Penalty: 4449.019043
	Iteration 21Q: 3 clusters Score -894715.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -894795.125000 Penalty: 4449.019043
	Iteration 22Q: 3 clusters Score -894795.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -894879.937500 Penalty: 4449.019043
	Iteration 23Q: 3 clusters Score -894879.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -894978.062500 Penalty: 4449.019043
	Iteration 24Q: 3 clusters Score -894978.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -895069.625000 Penalty: 4449.019043
	Iteration 25Q: 3 clusters Score -895069.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -895142.750000 Penalty: 4449.019043
	Iteration 26Q: 3 clusters Score -895142.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -895187.937500 Penalty: 4449.019043
	Iteration 27Q: 3 clusters Score -895187.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -895226.000000 Penalty: 4449.019043
	Iteration 28Q: 3 clusters Score -895226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -895253.375000 Penalty: 4449.019043
	Iteration 29Q: 3 clusters Score -895253.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -895277.625000 Penalty: 4449.019043
	Iteration 30Q: 3 clusters Score -895277.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -895297.500000 Penalty: 4449.019043
	Iteration 31Q: 3 clusters Score -895297.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -895312.500000 Penalty: 4449.019043
	Iteration 32Q: 3 clusters Score -895312.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -895333.625000 Penalty: 4449.019043
	Iteration 33Q: 3 clusters Score -895333.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -895354.437500 Penalty: 4449.019043
	Iteration 34Q: 3 clusters Score -895354.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -895369.500000 Penalty: 4449.019043
	Iteration 35Q: 3 clusters Score -895369.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -895395.125000 Penalty: 4449.019043
	Iteration 36Q: 3 clusters Score -895395.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -895408.250000 Penalty: 4449.019043
	Iteration 37Q: 3 clusters Score -895408.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -895416.812500 Penalty: 4449.019043
	Iteration 38Q: 3 clusters Score -895416.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -895427.687500 Penalty: 4449.019043
	Iteration 39Q: 3 clusters Score -895427.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -895440.000000 Penalty: 4449.019043
	Iteration 40F: 3 clusters Score -895440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -895455.812500 Penalty: 4449.019043
	Iteration 41Q: 3 clusters Score -895455.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -895471.750000 Penalty: 4449.019043
	Iteration 42Q: 3 clusters Score -895471.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -895491.375000 Penalty: 4449.019043
	Iteration 43Q: 3 clusters Score -895491.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -895512.437500 Penalty: 4449.019043
	Iteration 44Q: 3 clusters Score -895512.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -895524.937500 Penalty: 4449.019043
	Iteration 45Q: 3 clusters Score -895524.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -895531.750000 Penalty: 4449.019043
	Iteration 46Q: 3 clusters Score -895531.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -895539.250000 Penalty: 4449.019043
	Iteration 47Q: 3 clusters Score -895539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -895545.437500 Penalty: 4449.019043
	Iteration 48Q: 3 clusters Score -895545.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -895551.875000 Penalty: 4449.019043
	Iteration 49Q: 3 clusters Score -895551.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -895556.500000 Penalty: 4449.019043
	Iteration 50Q: 3 clusters Score -895556.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -895562.125000 Penalty: 4449.019043
	Iteration 51Q: 3 clusters Score -895562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -895569.062500 Penalty: 4449.019043
	Iteration 52Q: 3 clusters Score -895569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -895575.000000 Penalty: 4449.019043
	Iteration 53Q: 3 clusters Score -895575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -895578.062500 Penalty: 4449.019043
	Iteration 54Q: 3 clusters Score -895578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -895582.687500 Penalty: 4449.019043
	Iteration 55Q: 3 clusters Score -895582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -895584.500000 Penalty: 4449.019043
	Iteration 56Q: 3 clusters Score -895584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -895587.625000 Penalty: 4449.019043
	Iteration 57Q: 3 clusters Score -895587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -895594.812500 Penalty: 4449.019043
	Iteration 58Q: 3 clusters Score -895594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -895598.562500 Penalty: 4449.019043
	Iteration 59Q: 3 clusters Score -895598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -895599.812500 Penalty: 4449.019043
	Iteration 60F: 3 clusters Score -895599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -895601.500000 Penalty: 4449.019043
	Iteration 61Q: 3 clusters Score -895601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -895603.750000 Penalty: 4449.019043
	Iteration 62Q: 3 clusters Score -895603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -895605.187500 Penalty: 4449.019043
	Iteration 63Q: 3 clusters Score -895605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -895605.250000 Penalty: 4449.019043
	Iteration 64Q: 3 clusters Score -895605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -895610.500000 Penalty: 4449.019043
	Iteration 65Q: 3 clusters Score -895610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -895612.375000 Penalty: 4449.019043
	Iteration 66Q: 3 clusters Score -895612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -895612.500000 Penalty: 4449.019043
	Iteration 67Q: 3 clusters Score -895612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -895612.375000 Penalty: 4449.019043
	Iteration 68Q: 3 clusters Score -895612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -895613.687500 Penalty: 4449.019043
	Iteration 69Q: 3 clusters Score -895613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -895613.687500 Penalty: 4449.019043
	Iteration 70F: 3 clusters Score -895613.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -34278.347656 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -34278.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33070.140625 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -33070.14 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33301.082031 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -33301.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33453.261719 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -33453.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33487.015625 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -33487.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33518.421875 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -33518.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33537.382812 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -33537.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33547.792969 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -33547.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33555.683594 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -33555.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33567.554688 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -33567.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33582.785156 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -33582.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33591.992188 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -33591.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33606.644531 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -33606.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33636.253906 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -33636.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33702.050781 Penalty: 2938.430908
	Iteration 13Q: 3 clusters Score -33702.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33754.312500 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -33754.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33775.960938 Penalty: 2938.430908
	Iteration 15Q: 3 clusters Score -33775.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33793.117188 Penalty: 2938.430908
	Iteration 16Q: 3 clusters Score -33793.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33811.480469 Penalty: 2938.430908
	Iteration 17Q: 3 clusters Score -33811.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33819.730469 Penalty: 2938.430908
	Iteration 18F: 3 clusters Score -33819.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33857.898438 Penalty: 2938.430908
	Iteration 19Q: 3 clusters Score -33857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33929.167969 Penalty: 2938.430908
	Iteration 20F: 3 clusters Score -33929.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33941.773438 Penalty: 2938.430908
	Iteration 21Q: 3 clusters Score -33941.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33961.406250 Penalty: 2938.430908
	Iteration 22Q: 3 clusters Score -33961.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33996.843750 Penalty: 2938.430908
	Iteration 23Q: 3 clusters Score -33996.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34089.519531 Penalty: 2938.430908
	Iteration 24Q: 3 clusters Score -34089.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34135.187500 Penalty: 2938.430908
	Iteration 25Q: 3 clusters Score -34135.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34173.996094 Penalty: 2938.430908
	Iteration 26Q: 3 clusters Score -34174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34190.714844 Penalty: 2938.430908
	Iteration 27Q: 3 clusters Score -34190.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34212.812500 Penalty: 2938.430908
	Iteration 28F: 3 clusters Score -34212.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34277.265625 Penalty: 2938.430908
	Iteration 29Q: 3 clusters Score -34277.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34302.183594 Penalty: 2938.430908
	Iteration 30Q: 3 clusters Score -34302.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34325.285156 Penalty: 2938.430908
	Iteration 31Q: 3 clusters Score -34325.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34341.015625 Penalty: 2938.430908
	Iteration 32Q: 3 clusters Score -34341.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34353.136719 Penalty: 2938.430908
	Iteration 33Q: 3 clusters Score -34353.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34366.511719 Penalty: 2938.430908
	Iteration 34Q: 3 clusters Score -34366.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34367.554688 Penalty: 2938.430908
	Iteration 35F: 3 clusters Score -34367.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34375.343750 Penalty: 2938.430908
	Iteration 36Q: 3 clusters Score -34375.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34375.343750 Penalty: 2938.430908
	Iteration 37F: 3 clusters Score -34375.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 31018 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63587 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76964 members 
Mstep: Class 9 contains 248594 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 171180 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 59797 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16537 members 
Mstep: Class 24 contains 33047 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28036 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15004 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5582 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 31078 members 
Mstep: Class 37 contains 29122 members 
Mstep: Class 38 contains 16958 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6910 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54605 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5804 members 
Mstep: Class 46 contains 41707 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11694 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16446 members 
Mstep: Class 52 contains 4361 members 
Mstep: Class 53 contains 8778 members 
Mstep: Class 54 contains 7007 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3714 members 
Mstep: Class 58 contains 47557 members 
Mstep: Class 59 contains 3642 members 
Mstep: Class 60 contains 12125 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3391 members 
Mstep: Class 63 contains 8566 members 
Mstep: Class 64 contains 5617 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7294 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4628 members 
Mstep: Class 69 contains 7512 members 
Mstep: Class 70 contains 5070 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4986 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21599 members 
Mstep: Class 77 contains 1933 members 
Mstep: Class 78 contains 5641 members 
Mstep: Class 79 contains 45227 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13350 members 
Mstep: Class 84 contains 1703 members 
Mstep: Class 85 contains 6089 members 
Mstep: Class 86 contains 6713 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9171 members 
Mstep: Class 91 contains 3437 members 
Mstep: Class 92 contains 5904 members 
Mstep: Class 93 contains 2001 members 
Mstep: Class 94 contains 50685 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4953 members 
Mstep: Class 97 contains 1484 members 
Mstep: Class 98 contains 3147 members 
Mstep: Class 99 contains 1592 members 
Mstep: Class 100 contains 3164 members 
Mstep: Class 101 contains 113 members 
Entering Unmasked Estep 
Score: -212293760.000000 Penalty: 362902.031250
Splitting cluster 21 changes total score from -212295616.000000 to -212293760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1411533.500000 Penalty: 2341.401367
	Iteration 0F: 2 clusters Score -1411534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1402183.250000 Penalty: 4682.802734
	Iteration 0F: 3 clusters Score -1402183 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1405205.750000 Penalty: 4682.802734
	Iteration 1F: 3 clusters Score -1405206 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1405613.125000 Penalty: 4682.802734
	Iteration 2F: 3 clusters Score -1405613 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1405953.500000 Penalty: 4682.802734
	Iteration 3F: 3 clusters Score -1405954 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1406273.750000 Penalty: 4682.802734
	Iteration 4Q: 3 clusters Score -1406274 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1406607.000000 Penalty: 4682.802734
	Iteration 5Q: 3 clusters Score -1406607 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1406907.375000 Penalty: 4682.802734
	Iteration 6Q: 3 clusters Score -1406907 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1407153.625000 Penalty: 4682.802734
	Iteration 7Q: 3 clusters Score -1407154 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1407370.000000 Penalty: 4682.802734
	Iteration 8Q: 3 clusters Score -1407370 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1407535.500000 Penalty: 4682.802734
	Iteration 9Q: 3 clusters Score -1407536 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1407676.125000 Penalty: 4682.802734
	Iteration 10Q: 3 clusters Score -1407676 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1407809.500000 Penalty: 4682.802734
	Iteration 11Q: 3 clusters Score -1407810 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1407954.000000 Penalty: 4682.802734
	Iteration 12Q: 3 clusters Score -1407954 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1408125.000000 Penalty: 4682.802734
	Iteration 13Q: 3 clusters Score -1408125 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1408313.500000 Penalty: 4682.802734
	Iteration 14Q: 3 clusters Score -1408314 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1408494.875000 Penalty: 4682.802734
	Iteration 15Q: 3 clusters Score -1408495 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1408633.125000 Penalty: 4682.802734
	Iteration 16Q: 3 clusters Score -1408633 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1408751.750000 Penalty: 4682.802734
	Iteration 17Q: 3 clusters Score -1408752 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1408836.250000 Penalty: 4682.802734
	Iteration 18Q: 3 clusters Score -1408836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1408908.750000 Penalty: 4682.802734
	Iteration 19Q: 3 clusters Score -1408909 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1408951.375000 Penalty: 4682.802734
	Iteration 20F: 3 clusters Score -1408951 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1408985.375000 Penalty: 4682.802734
	Iteration 21Q: 3 clusters Score -1408985 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1409008.250000 Penalty: 4682.802734
	Iteration 22Q: 3 clusters Score -1409008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1409027.375000 Penalty: 4682.802734
	Iteration 23Q: 3 clusters Score -1409027 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1409040.375000 Penalty: 4682.802734
	Iteration 24Q: 3 clusters Score -1409040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1409053.375000 Penalty: 4682.802734
	Iteration 25Q: 3 clusters Score -1409053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1409063.875000 Penalty: 4682.802734
	Iteration 26Q: 3 clusters Score -1409064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1409071.875000 Penalty: 4682.802734
	Iteration 27Q: 3 clusters Score -1409072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1409070.875000 Penalty: 4682.802734
	Iteration 28Q: 3 clusters Score -1409071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1409072.875000 Penalty: 4682.802734
	Iteration 29Q: 3 clusters Score -1409073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1409082.625000 Penalty: 4682.802734
	Iteration 30Q: 3 clusters Score -1409083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1409090.625000 Penalty: 4682.802734
	Iteration 31Q: 3 clusters Score -1409091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1409096.000000 Penalty: 4682.802734
	Iteration 32Q: 3 clusters Score -1409096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1409097.625000 Penalty: 4682.802734
	Iteration 33Q: 3 clusters Score -1409098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1409101.375000 Penalty: 4682.802734
	Iteration 34Q: 3 clusters Score -1409101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1409108.375000 Penalty: 4682.802734
	Iteration 35Q: 3 clusters Score -1409108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1409108.250000 Penalty: 4682.802734
	Iteration 36Q: 3 clusters Score -1409108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1409109.750000 Penalty: 4682.802734
	Iteration 37Q: 3 clusters Score -1409110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1409110.500000 Penalty: 4682.802734
	Iteration 38Q: 3 clusters Score -1409110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1409114.125000 Penalty: 4682.802734
	Iteration 39Q: 3 clusters Score -1409114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1409112.625000 Penalty: 4682.802734
	Iteration 40F: 3 clusters Score -1409113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1409113.750000 Penalty: 4682.802734
	Iteration 41Q: 3 clusters Score -1409114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1409115.125000 Penalty: 4682.802734
	Iteration 42Q: 3 clusters Score -1409115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1409115.125000 Penalty: 4682.802734
	Iteration 43F: 3 clusters Score -1409115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Entering Unmasked Estep 
Score: -1905507.875000 Penalty: 2408.912354
	Iteration 0F: 2 clusters Score -1905508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1893604.500000 Penalty: 4817.824707
	Iteration 0F: 3 clusters Score -1893604 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1897405.000000 Penalty: 4817.824707
	Iteration 1F: 3 clusters Score -1897405 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1897761.625000 Penalty: 4817.824707
	Iteration 2F: 3 clusters Score -1897762 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1898068.375000 Penalty: 4817.824707
	Iteration 3Q: 3 clusters Score -1898068 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1898433.125000 Penalty: 4817.824707
	Iteration 4Q: 3 clusters Score -1898433 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1898833.000000 Penalty: 4817.824707
	Iteration 5Q: 3 clusters Score -1898833 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1899361.125000 Penalty: 4817.824707
	Iteration 6F: 3 clusters Score -1899361 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1900024.125000 Penalty: 4817.824707
	Iteration 7F: 3 clusters Score -1900024 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1900759.000000 Penalty: 4817.824707
	Iteration 8F: 3 clusters Score -1900759 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1901496.125000 Penalty: 4817.824707
	Iteration 9F: 3 clusters Score -1901496 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1902066.125000 Penalty: 4817.824707
	Iteration 10Q: 3 clusters Score -1902066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1902466.000000 Penalty: 4817.824707
	Iteration 11Q: 3 clusters Score -1902466 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1902759.375000 Penalty: 4817.824707
	Iteration 12Q: 3 clusters Score -1902759 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1902969.375000 Penalty: 4817.824707
	Iteration 13Q: 3 clusters Score -1902969 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1903110.250000 Penalty: 4817.824707
	Iteration 14Q: 3 clusters Score -1903110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1903197.875000 Penalty: 4817.824707
	Iteration 15Q: 3 clusters Score -1903198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1903267.000000 Penalty: 4817.824707
	Iteration 16Q: 3 clusters Score -1903267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1903316.500000 Penalty: 4817.824707
	Iteration 17Q: 3 clusters Score -1903316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1903357.625000 Penalty: 4817.824707
	Iteration 18Q: 3 clusters Score -1903358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1903385.500000 Penalty: 4817.824707
	Iteration 19Q: 3 clusters Score -1903386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1903397.500000 Penalty: 4817.824707
	Iteration 20F: 3 clusters Score -1903398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1903408.125000 Penalty: 4817.824707
	Iteration 21Q: 3 clusters Score -1903408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1903425.125000 Penalty: 4817.824707
	Iteration 22Q: 3 clusters Score -1903425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1903436.125000 Penalty: 4817.824707
	Iteration 23Q: 3 clusters Score -1903436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1903446.250000 Penalty: 4817.824707
	Iteration 24Q: 3 clusters Score -1903446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1903453.250000 Penalty: 4817.824707
	Iteration 25Q: 3 clusters Score -1903453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1903463.250000 Penalty: 4817.824707
	Iteration 26Q: 3 clusters Score -1903463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1903467.500000 Penalty: 4817.824707
	Iteration 27Q: 3 clusters Score -1903468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1903477.125000 Penalty: 4817.824707
	Iteration 28Q: 3 clusters Score -1903477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1903488.000000 Penalty: 4817.824707
	Iteration 29Q: 3 clusters Score -1903488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1903491.500000 Penalty: 4817.824707
	Iteration 30Q: 3 clusters Score -1903492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1903492.875000 Penalty: 4817.824707
	Iteration 31Q: 3 clusters Score -1903493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1903499.250000 Penalty: 4817.824707
	Iteration 32Q: 3 clusters Score -1903499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1903499.875000 Penalty: 4817.824707
	Iteration 33Q: 3 clusters Score -1903500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1903499.875000 Penalty: 4817.824707
	Iteration 34F: 3 clusters Score -1903500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Entering Unmasked Estep 
Score: -3401949.500000 Penalty: 2580.610107
	Iteration 0F: 2 clusters Score -3401950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3379461.250000 Penalty: 5161.220215
	Iteration 0F: 3 clusters Score -3379461 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3388564.250000 Penalty: 5161.220215
	Iteration 1F: 3 clusters Score -3388564 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3390154.750000 Penalty: 5161.220215
	Iteration 2F: 3 clusters Score -3390155 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3391756.250000 Penalty: 5161.220215
	Iteration 3F: 3 clusters Score -3391756 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3393106.250000 Penalty: 5161.220215
	Iteration 4F: 3 clusters Score -3393106 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3394077.250000 Penalty: 5161.220215
	Iteration 5F: 3 clusters Score -3394077 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3394735.500000 Penalty: 5161.220215
	Iteration 6Q: 3 clusters Score -3394736 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3395197.000000 Penalty: 5161.220215
	Iteration 7Q: 3 clusters Score -3395197 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3395551.250000 Penalty: 5161.220215
	Iteration 8Q: 3 clusters Score -3395551 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3395837.500000 Penalty: 5161.220215
	Iteration 9Q: 3 clusters Score -3395838 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3396091.250000 Penalty: 5161.220215
	Iteration 10Q: 3 clusters Score -3396091 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3396283.250000 Penalty: 5161.220215
	Iteration 11Q: 3 clusters Score -3396283 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3396485.000000 Penalty: 5161.220215
	Iteration 12Q: 3 clusters Score -3396485 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3396665.750000 Penalty: 5161.220215
	Iteration 13Q: 3 clusters Score -3396666 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3396843.250000 Penalty: 5161.220215
	Iteration 14Q: 3 clusters Score -3396843 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3396974.000000 Penalty: 5161.220215
	Iteration 15Q: 3 clusters Score -3396974 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3397098.250000 Penalty: 5161.220215
	Iteration 16Q: 3 clusters Score -3397098 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3397203.000000 Penalty: 5161.220215
	Iteration 17Q: 3 clusters Score -3397203 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3397264.750000 Penalty: 5161.220215
	Iteration 18Q: 3 clusters Score -3397265 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3397301.500000 Penalty: 5161.220215
	Iteration 19Q: 3 clusters Score -3397302 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3397395.250000 Penalty: 5161.220215
	Iteration 20F: 3 clusters Score -3397395 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3397464.250000 Penalty: 5161.220215
	Iteration 21Q: 3 clusters Score -3397464 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3397530.250000 Penalty: 5161.220215
	Iteration 22Q: 3 clusters Score -3397530 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3397597.500000 Penalty: 5161.220215
	Iteration 23Q: 3 clusters Score -3397598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3397667.000000 Penalty: 5161.220215
	Iteration 24Q: 3 clusters Score -3397667 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3397733.000000 Penalty: 5161.220215
	Iteration 25Q: 3 clusters Score -3397733 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3397792.500000 Penalty: 5161.220215
	Iteration 26Q: 3 clusters Score -3397792 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3397862.000000 Penalty: 5161.220215
	Iteration 27Q: 3 clusters Score -3397862 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3397934.750000 Penalty: 5161.220215
	Iteration 28Q: 3 clusters Score -3397935 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3398016.750000 Penalty: 5161.220215
	Iteration 29Q: 3 clusters Score -3398017 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3398107.750000 Penalty: 5161.220215
	Iteration 30Q: 3 clusters Score -3398108 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3398207.250000 Penalty: 5161.220215
	Iteration 31Q: 3 clusters Score -3398207 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3398321.000000 Penalty: 5161.220215
	Iteration 32Q: 3 clusters Score -3398321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3398415.500000 Penalty: 5161.220215
	Iteration 33Q: 3 clusters Score -3398416 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3398526.000000 Penalty: 5161.220215
	Iteration 34Q: 3 clusters Score -3398526 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3398641.750000 Penalty: 5161.220215
	Iteration 35Q: 3 clusters Score -3398642 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3398753.250000 Penalty: 5161.220215
	Iteration 36Q: 3 clusters Score -3398753 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3398890.000000 Penalty: 5161.220215
	Iteration 37Q: 3 clusters Score -3398890 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3399022.250000 Penalty: 5161.220215
	Iteration 38Q: 3 clusters Score -3399022 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3399136.500000 Penalty: 5161.220215
	Iteration 39Q: 3 clusters Score -3399136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3399263.500000 Penalty: 5161.220215
	Iteration 40F: 3 clusters Score -3399264 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3399385.750000 Penalty: 5161.220215
	Iteration 41Q: 3 clusters Score -3399386 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3399518.500000 Penalty: 5161.220215
	Iteration 42Q: 3 clusters Score -3399518 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3399635.000000 Penalty: 5161.220215
	Iteration 43Q: 3 clusters Score -3399635 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3399745.750000 Penalty: 5161.220215
	Iteration 44Q: 3 clusters Score -3399746 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3399844.000000 Penalty: 5161.220215
	Iteration 45Q: 3 clusters Score -3399844 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3399938.500000 Penalty: 5161.220215
	Iteration 46Q: 3 clusters Score -3399938 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3400011.750000 Penalty: 5161.220215
	Iteration 47Q: 3 clusters Score -3400012 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3400078.500000 Penalty: 5161.220215
	Iteration 48Q: 3 clusters Score -3400078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3400136.000000 Penalty: 5161.220215
	Iteration 49Q: 3 clusters Score -3400136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3400151.250000 Penalty: 5161.220215
	Iteration 50Q: 3 clusters Score -3400151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3400190.750000 Penalty: 5161.220215
	Iteration 51Q: 3 clusters Score -3400191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3400228.500000 Penalty: 5161.220215
	Iteration 52Q: 3 clusters Score -3400228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3400239.500000 Penalty: 5161.220215
	Iteration 53Q: 3 clusters Score -3400240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3400260.250000 Penalty: 5161.220215
	Iteration 54Q: 3 clusters Score -3400260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3400280.000000 Penalty: 5161.220215
	Iteration 55Q: 3 clusters Score -3400280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3400291.250000 Penalty: 5161.220215
	Iteration 56Q: 3 clusters Score -3400291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3400310.000000 Penalty: 5161.220215
	Iteration 57Q: 3 clusters Score -3400310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3400322.500000 Penalty: 5161.220215
	Iteration 58Q: 3 clusters Score -3400322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -3400345.750000 Penalty: 5161.220215
	Iteration 59Q: 3 clusters Score -3400346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3400353.500000 Penalty: 5161.220215
	Iteration 60F: 3 clusters Score -3400354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3400359.250000 Penalty: 5161.220215
	Iteration 61Q: 3 clusters Score -3400359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3400367.000000 Penalty: 5161.220215
	Iteration 62Q: 3 clusters Score -3400367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3400375.250000 Penalty: 5161.220215
	Iteration 63Q: 3 clusters Score -3400375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3400395.000000 Penalty: 5161.220215
	Iteration 64Q: 3 clusters Score -3400395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3400399.500000 Penalty: 5161.220215
	Iteration 65Q: 3 clusters Score -3400400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3400411.500000 Penalty: 5161.220215
	Iteration 66Q: 3 clusters Score -3400412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3400413.250000 Penalty: 5161.220215
	Iteration 67Q: 3 clusters Score -3400413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3400429.500000 Penalty: 5161.220215
	Iteration 68Q: 3 clusters Score -3400430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3400435.000000 Penalty: 5161.220215
	Iteration 69Q: 3 clusters Score -3400435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3400445.500000 Penalty: 5161.220215
	Iteration 70Q: 3 clusters Score -3400446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3400447.500000 Penalty: 5161.220215
	Iteration 71Q: 3 clusters Score -3400448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3400454.250000 Penalty: 5161.220215
	Iteration 72Q: 3 clusters Score -3400454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3400463.000000 Penalty: 5161.220215
	Iteration 73Q: 3 clusters Score -3400463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3400462.500000 Penalty: 5161.220215
	Iteration 74Q: 3 clusters Score -3400462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3400464.000000 Penalty: 5161.220215
	Iteration 75Q: 3 clusters Score -3400464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -3400467.500000 Penalty: 5161.220215
	Iteration 76Q: 3 clusters Score -3400468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3400468.750000 Penalty: 5161.220215
	Iteration 77Q: 3 clusters Score -3400469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3400468.750000 Penalty: 5161.220215
	Iteration 78Q: 3 clusters Score -3400469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3400463.250000 Penalty: 5161.220215
	Iteration 79Q: 3 clusters Score -3400463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3400472.000000 Penalty: 5161.220215
	Iteration 80F: 3 clusters Score -3400472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3400474.000000 Penalty: 5161.220215
	Iteration 81Q: 3 clusters Score -3400474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3400467.000000 Penalty: 5161.220215
	Iteration 82Q: 3 clusters Score -3400467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -3400469.250000 Penalty: 5161.220215
	Iteration 83Q: 3 clusters Score -3400469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3400475.500000 Penalty: 5161.220215
	Iteration 84Q: 3 clusters Score -3400476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3400476.250000 Penalty: 5161.220215
	Iteration 85Q: 3 clusters Score -3400476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -3400478.750000 Penalty: 5161.220215
	Iteration 86Q: 3 clusters Score -3400479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3400477.250000 Penalty: 5161.220215
	Iteration 87Q: 3 clusters Score -3400477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3400479.000000 Penalty: 5161.220215
	Iteration 88Q: 3 clusters Score -3400479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -3400483.750000 Penalty: 5161.220215
	Iteration 89Q: 3 clusters Score -3400484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3400484.250000 Penalty: 5161.220215
	Iteration 90Q: 3 clusters Score -3400484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3400482.500000 Penalty: 5161.220215
	Iteration 91Q: 3 clusters Score -3400482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3400482.500000 Penalty: 5161.220215
	Iteration 92Q: 3 clusters Score -3400482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3400481.750000 Penalty: 5161.220215
	Iteration 93Q: 3 clusters Score -3400482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3400486.500000 Penalty: 5161.220215
	Iteration 94Q: 3 clusters Score -3400486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3400487.750000 Penalty: 5161.220215
	Iteration 95Q: 3 clusters Score -3400488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -3400480.750000 Penalty: 5161.220215
	Iteration 96Q: 3 clusters Score -3400481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3400483.500000 Penalty: 5161.220215
	Iteration 97Q: 3 clusters Score -3400484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3400484.250000 Penalty: 5161.220215
	Iteration 98Q: 3 clusters Score -3400484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3400483.250000 Penalty: 5161.220215
	Iteration 99Q: 3 clusters Score -3400483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3400485.500000 Penalty: 5161.220215
	Iteration 100F: 3 clusters Score -3400486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -615054.187500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -615054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -610271.875000 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -610271.9 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -611573.500000 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -611573.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -612175.500000 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -612175.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -612925.125000 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -612925.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -613610.687500 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -613610.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -614025.125000 Penalty: 4270.356934
	Iteration 5F: 3 clusters Score -614025.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -614233.437500 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -614233.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -614339.562500 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -614339.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -614400.937500 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -614400.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -614445.687500 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -614445.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -614478.312500 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -614478.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -614501.437500 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -614501.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -614524.437500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -614524.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -614539.437500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -614539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -614546.125000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -614546.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -614552.437500 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -614552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -614556.500000 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -614556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -614558.125000 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -614558.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -614561.437500 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -614561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -614563.187500 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -614563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -614565.437500 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -614565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -614568.250000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -614568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -614568.687500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -614568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -614568.937500 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -614568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -614571.062500 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -614571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -614571.500000 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -614571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -614571.437500 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -614571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -614571.312500 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -614571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -614573.187500 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -614573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -614573.625000 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -614573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -614573.937500 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -614573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -614574.625000 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -614574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -614574.625000 Penalty: 4270.356934
	Iteration 32F: 3 clusters Score -614574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Entering Unmasked Estep 
Score: -3192336.500000 Penalty: 2539.828613
	Iteration 0F: 2 clusters Score -3192336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3172949.000000 Penalty: 5079.657227
	Iteration 0F: 3 clusters Score -3172949 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3180187.750000 Penalty: 5079.657227
	Iteration 1F: 3 clusters Score -3180188 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3180948.000000 Penalty: 5079.657227
	Iteration 2F: 3 clusters Score -3180948 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3181948.750000 Penalty: 5079.657227
	Iteration 3F: 3 clusters Score -3181949 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3183249.750000 Penalty: 5079.657227
	Iteration 4F: 3 clusters Score -3183250 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3184624.000000 Penalty: 5079.657227
	Iteration 5F: 3 clusters Score -3184624 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3185640.000000 Penalty: 5079.657227
	Iteration 6F: 3 clusters Score -3185640 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3186423.250000 Penalty: 5079.657227
	Iteration 7F: 3 clusters Score -3186423 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3186857.250000 Penalty: 5079.657227
	Iteration 8Q: 3 clusters Score -3186857 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3187128.000000 Penalty: 5079.657227
	Iteration 9Q: 3 clusters Score -3187128 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3187296.750000 Penalty: 5079.657227
	Iteration 10Q: 3 clusters Score -3187297 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3187397.750000 Penalty: 5079.657227
	Iteration 11Q: 3 clusters Score -3187398 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3187460.000000 Penalty: 5079.657227
	Iteration 12Q: 3 clusters Score -3187460 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3187512.750000 Penalty: 5079.657227
	Iteration 13Q: 3 clusters Score -3187513 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3187546.250000 Penalty: 5079.657227
	Iteration 14Q: 3 clusters Score -3187546 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3187569.500000 Penalty: 5079.657227
	Iteration 15Q: 3 clusters Score -3187570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3187581.250000 Penalty: 5079.657227
	Iteration 16Q: 3 clusters Score -3187581 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3187591.500000 Penalty: 5079.657227
	Iteration 17Q: 3 clusters Score -3187592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3187598.250000 Penalty: 5079.657227
	Iteration 18Q: 3 clusters Score -3187598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3187599.750000 Penalty: 5079.657227
	Iteration 19Q: 3 clusters Score -3187600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3187611.500000 Penalty: 5079.657227
	Iteration 20F: 3 clusters Score -3187612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3187618.250000 Penalty: 5079.657227
	Iteration 21Q: 3 clusters Score -3187618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3187618.250000 Penalty: 5079.657227
	Iteration 22Q: 3 clusters Score -3187618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3187625.000000 Penalty: 5079.657227
	Iteration 23Q: 3 clusters Score -3187625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3187630.250000 Penalty: 5079.657227
	Iteration 24Q: 3 clusters Score -3187630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3187636.500000 Penalty: 5079.657227
	Iteration 25Q: 3 clusters Score -3187636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3187637.250000 Penalty: 5079.657227
	Iteration 26Q: 3 clusters Score -3187637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3187647.750000 Penalty: 5079.657227
	Iteration 27Q: 3 clusters Score -3187648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3187654.000000 Penalty: 5079.657227
	Iteration 28Q: 3 clusters Score -3187654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3187647.500000 Penalty: 5079.657227
	Iteration 29Q: 3 clusters Score -3187648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3187659.250000 Penalty: 5079.657227
	Iteration 30Q: 3 clusters Score -3187659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3187663.750000 Penalty: 5079.657227
	Iteration 31Q: 3 clusters Score -3187664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3187655.000000 Penalty: 5079.657227
	Iteration 32Q: 3 clusters Score -3187655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3187668.000000 Penalty: 5079.657227
	Iteration 33Q: 3 clusters Score -3187668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3187673.500000 Penalty: 5079.657227
	Iteration 34Q: 3 clusters Score -3187674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3187678.250000 Penalty: 5079.657227
	Iteration 35Q: 3 clusters Score -3187678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3187688.750000 Penalty: 5079.657227
	Iteration 36Q: 3 clusters Score -3187689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3187698.500000 Penalty: 5079.657227
	Iteration 37Q: 3 clusters Score -3187698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3187707.000000 Penalty: 5079.657227
	Iteration 38Q: 3 clusters Score -3187707 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3187725.500000 Penalty: 5079.657227
	Iteration 39Q: 3 clusters Score -3187726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3187732.250000 Penalty: 5079.657227
	Iteration 40F: 3 clusters Score -3187732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3187749.500000 Penalty: 5079.657227
	Iteration 41Q: 3 clusters Score -3187750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3187772.500000 Penalty: 5079.657227
	Iteration 42Q: 3 clusters Score -3187772 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3187796.500000 Penalty: 5079.657227
	Iteration 43Q: 3 clusters Score -3187796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3187834.000000 Penalty: 5079.657227
	Iteration 44Q: 3 clusters Score -3187834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3187865.000000 Penalty: 5079.657227
	Iteration 45Q: 3 clusters Score -3187865 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3187919.750000 Penalty: 5079.657227
	Iteration 46Q: 3 clusters Score -3187920 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3188002.750000 Penalty: 5079.657227
	Iteration 47Q: 3 clusters Score -3188003 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3188090.250000 Penalty: 5079.657227
	Iteration 48Q: 3 clusters Score -3188090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3188192.500000 Penalty: 5079.657227
	Iteration 49Q: 3 clusters Score -3188192 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3188278.250000 Penalty: 5079.657227
	Iteration 50Q: 3 clusters Score -3188278 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3188390.000000 Penalty: 5079.657227
	Iteration 51Q: 3 clusters Score -3188390 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3188519.000000 Penalty: 5079.657227
	Iteration 52Q: 3 clusters Score -3188519 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3188676.500000 Penalty: 5079.657227
	Iteration 53Q: 3 clusters Score -3188676 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3188846.750000 Penalty: 5079.657227
	Iteration 54Q: 3 clusters Score -3188847 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3189026.250000 Penalty: 5079.657227
	Iteration 55Q: 3 clusters Score -3189026 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3189170.250000 Penalty: 5079.657227
	Iteration 56Q: 3 clusters Score -3189170 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3189359.000000 Penalty: 5079.657227
	Iteration 57Q: 3 clusters Score -3189359 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3189528.250000 Penalty: 5079.657227
	Iteration 58Q: 3 clusters Score -3189528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3189722.250000 Penalty: 5079.657227
	Iteration 59Q: 3 clusters Score -3189722 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3189898.250000 Penalty: 5079.657227
	Iteration 60F: 3 clusters Score -3189898 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3190067.000000 Penalty: 5079.657227
	Iteration 61Q: 3 clusters Score -3190067 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3190204.000000 Penalty: 5079.657227
	Iteration 62Q: 3 clusters Score -3190204 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3190290.250000 Penalty: 5079.657227
	Iteration 63Q: 3 clusters Score -3190290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3190345.250000 Penalty: 5079.657227
	Iteration 64Q: 3 clusters Score -3190345 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3190383.750000 Penalty: 5079.657227
	Iteration 65Q: 3 clusters Score -3190384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3190390.750000 Penalty: 5079.657227
	Iteration 66Q: 3 clusters Score -3190391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3190406.750000 Penalty: 5079.657227
	Iteration 67Q: 3 clusters Score -3190407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3190421.750000 Penalty: 5079.657227
	Iteration 68Q: 3 clusters Score -3190422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3190431.000000 Penalty: 5079.657227
	Iteration 69Q: 3 clusters Score -3190431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3190434.500000 Penalty: 5079.657227
	Iteration 70Q: 3 clusters Score -3190434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3190429.750000 Penalty: 5079.657227
	Iteration 71Q: 3 clusters Score -3190430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3190441.000000 Penalty: 5079.657227
	Iteration 72Q: 3 clusters Score -3190441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3190444.000000 Penalty: 5079.657227
	Iteration 73Q: 3 clusters Score -3190444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3190445.750000 Penalty: 5079.657227
	Iteration 74Q: 3 clusters Score -3190446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3190446.750000 Penalty: 5079.657227
	Iteration 75Q: 3 clusters Score -3190447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3190442.500000 Penalty: 5079.657227
	Iteration 76Q: 3 clusters Score -3190442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3190446.250000 Penalty: 5079.657227
	Iteration 77Q: 3 clusters Score -3190446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3190454.500000 Penalty: 5079.657227
	Iteration 78Q: 3 clusters Score -3190454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3190450.750000 Penalty: 5079.657227
	Iteration 79Q: 3 clusters Score -3190451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3190453.500000 Penalty: 5079.657227
	Iteration 80F: 3 clusters Score -3190454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3190457.750000 Penalty: 5079.657227
	Iteration 81Q: 3 clusters Score -3190458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3190456.750000 Penalty: 5079.657227
	Iteration 82Q: 3 clusters Score -3190457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3190459.750000 Penalty: 5079.657227
	Iteration 83Q: 3 clusters Score -3190460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3190462.250000 Penalty: 5079.657227
	Iteration 84Q: 3 clusters Score -3190462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3190462.750000 Penalty: 5079.657227
	Iteration 85Q: 3 clusters Score -3190463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3190462.750000 Penalty: 5079.657227
	Iteration 86Q: 3 clusters Score -3190463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3190463.500000 Penalty: 5079.657227
	Iteration 87Q: 3 clusters Score -3190464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3190463.000000 Penalty: 5079.657227
	Iteration 88Q: 3 clusters Score -3190463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3190462.750000 Penalty: 5079.657227
	Iteration 89Q: 3 clusters Score -3190463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3190463.250000 Penalty: 5079.657227
	Iteration 90Q: 3 clusters Score -3190463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3190463.250000 Penalty: 5079.657227
	Iteration 91Q: 3 clusters Score -3190463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3190464.000000 Penalty: 5079.657227
	Iteration 92Q: 3 clusters Score -3190464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3190465.500000 Penalty: 5079.657227
	Iteration 93Q: 3 clusters Score -3190466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3190464.500000 Penalty: 5079.657227
	Iteration 94Q: 3 clusters Score -3190464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3190464.000000 Penalty: 5079.657227
	Iteration 95Q: 3 clusters Score -3190464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3190464.750000 Penalty: 5079.657227
	Iteration 96Q: 3 clusters Score -3190465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3190464.750000 Penalty: 5079.657227
	Iteration 97Q: 3 clusters Score -3190465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3190463.750000 Penalty: 5079.657227
	Iteration 98Q: 3 clusters Score -3190464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3190460.500000 Penalty: 5079.657227
	Iteration 99Q: 3 clusters Score -3190460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3190460.250000 Penalty: 5079.657227
	Iteration 100F: 3 clusters Score -3190460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3190459.750000 Penalty: 5079.657227
	Iteration 101Q: 3 clusters Score -3190460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3190459.750000 Penalty: 5079.657227
	Iteration 102F: 3 clusters Score -3190460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -248591.484375 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -248591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -245189.093750 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -245189.1 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -246305.156250 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -246305.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -246840.406250 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -246840.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -247262.062500 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -247262.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -247598.718750 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -247598.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -247784.078125 Penalty: 4012.991455
	Iteration 5F: 3 clusters Score -247784.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -247899.562500 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -247899.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -248017.359375 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -248017.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -248132.312500 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -248132.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -248205.203125 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -248205.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -248241.718750 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -248241.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -248259.546875 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -248259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -248270.140625 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -248270.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -248282.468750 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -248282.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -248293.921875 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -248293.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -248300.890625 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -248300.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -248308.046875 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -248308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -248311.140625 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -248311.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -248312.781250 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -248312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -248313.609375 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -248313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -248313.609375 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -248313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Entering Unmasked Estep 
Score: -1531056.750000 Penalty: 2356.542725
	Iteration 0F: 2 clusters Score -1531057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1521336.625000 Penalty: 4713.085449
	Iteration 0F: 3 clusters Score -1521337 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1524354.000000 Penalty: 4713.085449
	Iteration 1F: 3 clusters Score -1524354 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1524727.000000 Penalty: 4713.085449
	Iteration 2F: 3 clusters Score -1524727 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1525000.250000 Penalty: 4713.085449
	Iteration 3Q: 3 clusters Score -1525000 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1525247.500000 Penalty: 4713.085449
	Iteration 4Q: 3 clusters Score -1525248 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1525516.750000 Penalty: 4713.085449
	Iteration 5Q: 3 clusters Score -1525517 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1525804.625000 Penalty: 4713.085449
	Iteration 6Q: 3 clusters Score -1525805 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1526107.000000 Penalty: 4713.085449
	Iteration 7Q: 3 clusters Score -1526107 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1526448.375000 Penalty: 4713.085449
	Iteration 8Q: 3 clusters Score -1526448 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1526793.750000 Penalty: 4713.085449
	Iteration 9Q: 3 clusters Score -1526794 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1527149.000000 Penalty: 4713.085449
	Iteration 10Q: 3 clusters Score -1527149 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1527501.125000 Penalty: 4713.085449
	Iteration 11Q: 3 clusters Score -1527501 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1527810.250000 Penalty: 4713.085449
	Iteration 12Q: 3 clusters Score -1527810 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1528069.375000 Penalty: 4713.085449
	Iteration 13Q: 3 clusters Score -1528069 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1528260.750000 Penalty: 4713.085449
	Iteration 14Q: 3 clusters Score -1528261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1528390.500000 Penalty: 4713.085449
	Iteration 15Q: 3 clusters Score -1528390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1528501.500000 Penalty: 4713.085449
	Iteration 16Q: 3 clusters Score -1528502 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1528577.625000 Penalty: 4713.085449
	Iteration 17Q: 3 clusters Score -1528578 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1528638.750000 Penalty: 4713.085449
	Iteration 18Q: 3 clusters Score -1528639 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1528703.000000 Penalty: 4713.085449
	Iteration 19Q: 3 clusters Score -1528703 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1528743.250000 Penalty: 4713.085449
	Iteration 20F: 3 clusters Score -1528743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1528776.875000 Penalty: 4713.085449
	Iteration 21Q: 3 clusters Score -1528777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1528797.875000 Penalty: 4713.085449
	Iteration 22Q: 3 clusters Score -1528798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1528824.375000 Penalty: 4713.085449
	Iteration 23Q: 3 clusters Score -1528824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1528836.625000 Penalty: 4713.085449
	Iteration 24Q: 3 clusters Score -1528837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1528851.000000 Penalty: 4713.085449
	Iteration 25Q: 3 clusters Score -1528851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1528868.375000 Penalty: 4713.085449
	Iteration 26Q: 3 clusters Score -1528868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1528893.000000 Penalty: 4713.085449
	Iteration 27Q: 3 clusters Score -1528893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1528904.125000 Penalty: 4713.085449
	Iteration 28Q: 3 clusters Score -1528904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1528920.625000 Penalty: 4713.085449
	Iteration 29Q: 3 clusters Score -1528921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1528933.875000 Penalty: 4713.085449
	Iteration 30Q: 3 clusters Score -1528934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1528949.625000 Penalty: 4713.085449
	Iteration 31Q: 3 clusters Score -1528950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1528958.500000 Penalty: 4713.085449
	Iteration 32Q: 3 clusters Score -1528958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1528970.000000 Penalty: 4713.085449
	Iteration 33Q: 3 clusters Score -1528970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1528977.875000 Penalty: 4713.085449
	Iteration 34Q: 3 clusters Score -1528978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1528987.625000 Penalty: 4713.085449
	Iteration 35Q: 3 clusters Score -1528988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1528992.625000 Penalty: 4713.085449
	Iteration 36Q: 3 clusters Score -1528993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1529001.125000 Penalty: 4713.085449
	Iteration 37Q: 3 clusters Score -1529001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1529005.875000 Penalty: 4713.085449
	Iteration 38Q: 3 clusters Score -1529006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1529010.500000 Penalty: 4713.085449
	Iteration 39Q: 3 clusters Score -1529010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1529012.750000 Penalty: 4713.085449
	Iteration 40F: 3 clusters Score -1529013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1529014.375000 Penalty: 4713.085449
	Iteration 41Q: 3 clusters Score -1529014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1529018.000000 Penalty: 4713.085449
	Iteration 42Q: 3 clusters Score -1529018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1529020.500000 Penalty: 4713.085449
	Iteration 43Q: 3 clusters Score -1529020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1529023.625000 Penalty: 4713.085449
	Iteration 44Q: 3 clusters Score -1529024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1529022.750000 Penalty: 4713.085449
	Iteration 45Q: 3 clusters Score -1529023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1529031.500000 Penalty: 4713.085449
	Iteration 46Q: 3 clusters Score -1529032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1529028.500000 Penalty: 4713.085449
	Iteration 47Q: 3 clusters Score -1529028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1529030.500000 Penalty: 4713.085449
	Iteration 48Q: 3 clusters Score -1529030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1529033.750000 Penalty: 4713.085449
	Iteration 49Q: 3 clusters Score -1529034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1529037.500000 Penalty: 4713.085449
	Iteration 50Q: 3 clusters Score -1529038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1529042.750000 Penalty: 4713.085449
	Iteration 51Q: 3 clusters Score -1529043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1529046.000000 Penalty: 4713.085449
	Iteration 52Q: 3 clusters Score -1529046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1529054.500000 Penalty: 4713.085449
	Iteration 53Q: 3 clusters Score -1529054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1529056.250000 Penalty: 4713.085449
	Iteration 54Q: 3 clusters Score -1529056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1529054.875000 Penalty: 4713.085449
	Iteration 55Q: 3 clusters Score -1529055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1529056.125000 Penalty: 4713.085449
	Iteration 56Q: 3 clusters Score -1529056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1529056.250000 Penalty: 4713.085449
	Iteration 57Q: 3 clusters Score -1529056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1529055.750000 Penalty: 4713.085449
	Iteration 58Q: 3 clusters Score -1529056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1529057.500000 Penalty: 4713.085449
	Iteration 59Q: 3 clusters Score -1529058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1529057.500000 Penalty: 4713.085449
	Iteration 60F: 3 clusters Score -1529058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Entering Unmasked Estep 
Score: -1733944.125000 Penalty: 2384.785889
	Iteration 0F: 2 clusters Score -1733944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1723138.375000 Penalty: 4769.571777
	Iteration 0F: 3 clusters Score -1723138 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1726583.500000 Penalty: 4769.571777
	Iteration 1F: 3 clusters Score -1726584 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1726911.750000 Penalty: 4769.571777
	Iteration 2F: 3 clusters Score -1726912 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1727169.625000 Penalty: 4769.571777
	Iteration 3Q: 3 clusters Score -1727170 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1727380.500000 Penalty: 4769.571777
	Iteration 4Q: 3 clusters Score -1727380 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1727589.125000 Penalty: 4769.571777
	Iteration 5Q: 3 clusters Score -1727589 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1727804.375000 Penalty: 4769.571777
	Iteration 6Q: 3 clusters Score -1727804 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1728027.750000 Penalty: 4769.571777
	Iteration 7Q: 3 clusters Score -1728028 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1728255.500000 Penalty: 4769.571777
	Iteration 8Q: 3 clusters Score -1728256 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1728494.375000 Penalty: 4769.571777
	Iteration 9Q: 3 clusters Score -1728494 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1728722.625000 Penalty: 4769.571777
	Iteration 10Q: 3 clusters Score -1728723 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1728917.875000 Penalty: 4769.571777
	Iteration 11Q: 3 clusters Score -1728918 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1729097.000000 Penalty: 4769.571777
	Iteration 12Q: 3 clusters Score -1729097 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1729279.000000 Penalty: 4769.571777
	Iteration 13Q: 3 clusters Score -1729279 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1729442.750000 Penalty: 4769.571777
	Iteration 14Q: 3 clusters Score -1729443 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1729586.375000 Penalty: 4769.571777
	Iteration 15Q: 3 clusters Score -1729586 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1729720.375000 Penalty: 4769.571777
	Iteration 16Q: 3 clusters Score -1729720 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1729865.375000 Penalty: 4769.571777
	Iteration 17Q: 3 clusters Score -1729865 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1730005.750000 Penalty: 4769.571777
	Iteration 18Q: 3 clusters Score -1730006 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1730129.625000 Penalty: 4769.571777
	Iteration 19Q: 3 clusters Score -1730130 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1730248.625000 Penalty: 4769.571777
	Iteration 20F: 3 clusters Score -1730249 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1730384.000000 Penalty: 4769.571777
	Iteration 21Q: 3 clusters Score -1730384 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1730509.875000 Penalty: 4769.571777
	Iteration 22Q: 3 clusters Score -1730510 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1730622.125000 Penalty: 4769.571777
	Iteration 23Q: 3 clusters Score -1730622 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1730717.750000 Penalty: 4769.571777
	Iteration 24Q: 3 clusters Score -1730718 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1730812.000000 Penalty: 4769.571777
	Iteration 25Q: 3 clusters Score -1730812 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1730903.500000 Penalty: 4769.571777
	Iteration 26Q: 3 clusters Score -1730904 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1730987.375000 Penalty: 4769.571777
	Iteration 27Q: 3 clusters Score -1730987 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1731052.750000 Penalty: 4769.571777
	Iteration 28Q: 3 clusters Score -1731053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1731121.250000 Penalty: 4769.571777
	Iteration 29Q: 3 clusters Score -1731121 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1731196.500000 Penalty: 4769.571777
	Iteration 30Q: 3 clusters Score -1731196 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1731255.625000 Penalty: 4769.571777
	Iteration 31Q: 3 clusters Score -1731256 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1731320.875000 Penalty: 4769.571777
	Iteration 32Q: 3 clusters Score -1731321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1731381.500000 Penalty: 4769.571777
	Iteration 33Q: 3 clusters Score -1731382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1731445.625000 Penalty: 4769.571777
	Iteration 34Q: 3 clusters Score -1731446 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1731499.250000 Penalty: 4769.571777
	Iteration 35Q: 3 clusters Score -1731499 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1731544.000000 Penalty: 4769.571777
	Iteration 36Q: 3 clusters Score -1731544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1731588.125000 Penalty: 4769.571777
	Iteration 37Q: 3 clusters Score -1731588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1731630.500000 Penalty: 4769.571777
	Iteration 38Q: 3 clusters Score -1731630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1731680.375000 Penalty: 4769.571777
	Iteration 39Q: 3 clusters Score -1731680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1731723.625000 Penalty: 4769.571777
	Iteration 40F: 3 clusters Score -1731724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1731759.125000 Penalty: 4769.571777
	Iteration 41Q: 3 clusters Score -1731759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1731785.625000 Penalty: 4769.571777
	Iteration 42Q: 3 clusters Score -1731786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1731816.500000 Penalty: 4769.571777
	Iteration 43Q: 3 clusters Score -1731816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1731840.625000 Penalty: 4769.571777
	Iteration 44Q: 3 clusters Score -1731841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1731859.250000 Penalty: 4769.571777
	Iteration 45Q: 3 clusters Score -1731859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1731877.125000 Penalty: 4769.571777
	Iteration 46Q: 3 clusters Score -1731877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1731886.750000 Penalty: 4769.571777
	Iteration 47Q: 3 clusters Score -1731887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1731893.625000 Penalty: 4769.571777
	Iteration 48Q: 3 clusters Score -1731894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1731901.500000 Penalty: 4769.571777
	Iteration 49Q: 3 clusters Score -1731902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1731909.125000 Penalty: 4769.571777
	Iteration 50Q: 3 clusters Score -1731909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1731915.125000 Penalty: 4769.571777
	Iteration 51Q: 3 clusters Score -1731915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1731920.750000 Penalty: 4769.571777
	Iteration 52Q: 3 clusters Score -1731921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1731924.875000 Penalty: 4769.571777
	Iteration 53Q: 3 clusters Score -1731925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1731926.625000 Penalty: 4769.571777
	Iteration 54Q: 3 clusters Score -1731927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1731927.500000 Penalty: 4769.571777
	Iteration 55Q: 3 clusters Score -1731928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1731929.625000 Penalty: 4769.571777
	Iteration 56Q: 3 clusters Score -1731930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1731932.250000 Penalty: 4769.571777
	Iteration 57Q: 3 clusters Score -1731932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1731932.250000 Penalty: 4769.571777
	Iteration 58F: 3 clusters Score -1731932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -338302.968750 Penalty: 2000.263672
	Iteration 0F: 2 clusters Score -338303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -334932.093750 Penalty: 4000.527344
	Iteration 0F: 3 clusters Score -334932.1 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -335697.687500 Penalty: 4000.527344
	Iteration 1F: 3 clusters Score -335697.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -335913.093750 Penalty: 4000.527344
	Iteration 2F: 3 clusters Score -335913.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336035.093750 Penalty: 4000.527344
	Iteration 3F: 3 clusters Score -336035.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -336104.218750 Penalty: 4000.527344
	Iteration 4Q: 3 clusters Score -336104.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -336158.281250 Penalty: 4000.527344
	Iteration 5Q: 3 clusters Score -336158.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -336203.093750 Penalty: 4000.527344
	Iteration 6Q: 3 clusters Score -336203.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -336243.187500 Penalty: 4000.527344
	Iteration 7Q: 3 clusters Score -336243.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -336272.125000 Penalty: 4000.527344
	Iteration 8Q: 3 clusters Score -336272.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -336289.968750 Penalty: 4000.527344
	Iteration 9Q: 3 clusters Score -336290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -336306.312500 Penalty: 4000.527344
	Iteration 10Q: 3 clusters Score -336306.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336316.156250 Penalty: 4000.527344
	Iteration 11Q: 3 clusters Score -336316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336321.093750 Penalty: 4000.527344
	Iteration 12Q: 3 clusters Score -336321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -336324.718750 Penalty: 4000.527344
	Iteration 13Q: 3 clusters Score -336324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336327.656250 Penalty: 4000.527344
	Iteration 14Q: 3 clusters Score -336327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -336332.406250 Penalty: 4000.527344
	Iteration 15Q: 3 clusters Score -336332.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -336337.843750 Penalty: 4000.527344
	Iteration 16Q: 3 clusters Score -336337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336345.187500 Penalty: 4000.527344
	Iteration 17Q: 3 clusters Score -336345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -336347.531250 Penalty: 4000.527344
	Iteration 18Q: 3 clusters Score -336347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -336350.812500 Penalty: 4000.527344
	Iteration 19Q: 3 clusters Score -336350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336356.406250 Penalty: 4000.527344
	Iteration 20F: 3 clusters Score -336356.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -336364.468750 Penalty: 4000.527344
	Iteration 21Q: 3 clusters Score -336364.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -336372.750000 Penalty: 4000.527344
	Iteration 22Q: 3 clusters Score -336372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -336381.281250 Penalty: 4000.527344
	Iteration 23Q: 3 clusters Score -336381.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -336386.000000 Penalty: 4000.527344
	Iteration 24Q: 3 clusters Score -336386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -336390.281250 Penalty: 4000.527344
	Iteration 25Q: 3 clusters Score -336390.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -336395.031250 Penalty: 4000.527344
	Iteration 26Q: 3 clusters Score -336395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -336398.656250 Penalty: 4000.527344
	Iteration 27Q: 3 clusters Score -336398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -336401.718750 Penalty: 4000.527344
	Iteration 28Q: 3 clusters Score -336401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -336404.343750 Penalty: 4000.527344
	Iteration 29Q: 3 clusters Score -336404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -336409.625000 Penalty: 4000.527344
	Iteration 30Q: 3 clusters Score -336409.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -336415.406250 Penalty: 4000.527344
	Iteration 31Q: 3 clusters Score -336415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -336423.875000 Penalty: 4000.527344
	Iteration 32Q: 3 clusters Score -336423.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -336436.906250 Penalty: 4000.527344
	Iteration 33Q: 3 clusters Score -336436.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -336446.750000 Penalty: 4000.527344
	Iteration 34Q: 3 clusters Score -336446.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -336455.000000 Penalty: 4000.527344
	Iteration 35Q: 3 clusters Score -336455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -336467.281250 Penalty: 4000.527344
	Iteration 36Q: 3 clusters Score -336467.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -336483.093750 Penalty: 4000.527344
	Iteration 37Q: 3 clusters Score -336483.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -336501.750000 Penalty: 4000.527344
	Iteration 38Q: 3 clusters Score -336501.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -336520.718750 Penalty: 4000.527344
	Iteration 39Q: 3 clusters Score -336520.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -336542.562500 Penalty: 4000.527344
	Iteration 40F: 3 clusters Score -336542.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -336561.812500 Penalty: 4000.527344
	Iteration 41Q: 3 clusters Score -336561.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -336585.562500 Penalty: 4000.527344
	Iteration 42Q: 3 clusters Score -336585.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -336622.375000 Penalty: 4000.527344
	Iteration 43Q: 3 clusters Score -336622.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -336681.656250 Penalty: 4000.527344
	Iteration 44Q: 3 clusters Score -336681.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -336752.718750 Penalty: 4000.527344
	Iteration 45Q: 3 clusters Score -336752.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -336854.562500 Penalty: 4000.527344
	Iteration 46Q: 3 clusters Score -336854.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -337026.812500 Penalty: 4000.527344
	Iteration 47Q: 3 clusters Score -337026.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -337242.937500 Penalty: 4000.527344
	Iteration 48Q: 3 clusters Score -337242.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -337386.343750 Penalty: 4000.527344
	Iteration 49Q: 3 clusters Score -337386.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -337463.593750 Penalty: 4000.527344
	Iteration 50Q: 3 clusters Score -337463.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -337531.968750 Penalty: 4000.527344
	Iteration 51Q: 3 clusters Score -337532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -337586.843750 Penalty: 4000.527344
	Iteration 52Q: 3 clusters Score -337586.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337624.281250 Penalty: 4000.527344
	Iteration 53Q: 3 clusters Score -337624.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -337639.062500 Penalty: 4000.527344
	Iteration 54Q: 3 clusters Score -337639.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337650.906250 Penalty: 4000.527344
	Iteration 55Q: 3 clusters Score -337650.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -337663.812500 Penalty: 4000.527344
	Iteration 56Q: 3 clusters Score -337663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -337675.312500 Penalty: 4000.527344
	Iteration 57Q: 3 clusters Score -337675.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -337683.593750 Penalty: 4000.527344
	Iteration 58Q: 3 clusters Score -337683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -337686.156250 Penalty: 4000.527344
	Iteration 59Q: 3 clusters Score -337686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -337690.031250 Penalty: 4000.527344
	Iteration 60F: 3 clusters Score -337690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -337692.687500 Penalty: 4000.527344
	Iteration 61Q: 3 clusters Score -337692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -337699.250000 Penalty: 4000.527344
	Iteration 62Q: 3 clusters Score -337699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -337704.375000 Penalty: 4000.527344
	Iteration 63Q: 3 clusters Score -337704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -337705.156250 Penalty: 4000.527344
	Iteration 64Q: 3 clusters Score -337705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -337705.062500 Penalty: 4000.527344
	Iteration 65Q: 3 clusters Score -337705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -337705.343750 Penalty: 4000.527344
	Iteration 66Q: 3 clusters Score -337705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -337705.343750 Penalty: 4000.527344
	Iteration 67F: 3 clusters Score -337705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -256439.968750 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -256440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -253313.187500 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -253313.2 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -254006.484375 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -254006.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -254307.765625 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -254307.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -254630.406250 Penalty: 3936.051270
	Iteration 3F: 3 clusters Score -254630.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -254923.281250 Penalty: 3936.051270
	Iteration 4F: 3 clusters Score -254923.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -255118.875000 Penalty: 3936.051270
	Iteration 5F: 3 clusters Score -255118.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -255236.781250 Penalty: 3936.051270
	Iteration 6Q: 3 clusters Score -255236.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -255310.031250 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -255310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -255372.968750 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -255373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -255416.687500 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -255416.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255448.578125 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -255448.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -255467.578125 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -255467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -255479.000000 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -255479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -255487.625000 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -255487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -255494.296875 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -255494.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -255499.312500 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -255499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -255506.640625 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -255506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -255515.734375 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -255515.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -255523.812500 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -255523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -255527.109375 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -255527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -255529.859375 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -255529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -255535.421875 Penalty: 3936.051270
	Iteration 21Q: 3 clusters Score -255535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -255537.578125 Penalty: 3936.051270
	Iteration 22Q: 3 clusters Score -255537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -255538.375000 Penalty: 3936.051270
	Iteration 23Q: 3 clusters Score -255538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -255538.375000 Penalty: 3936.051270
	Iteration 24Q: 3 clusters Score -255538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -255539.265625 Penalty: 3936.051270
	Iteration 25Q: 3 clusters Score -255539.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -255541.125000 Penalty: 3936.051270
	Iteration 26Q: 3 clusters Score -255541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -255542.515625 Penalty: 3936.051270
	Iteration 27Q: 3 clusters Score -255542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -255543.078125 Penalty: 3936.051270
	Iteration 28Q: 3 clusters Score -255543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -255547.000000 Penalty: 3936.051270
	Iteration 29Q: 3 clusters Score -255547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -255548.875000 Penalty: 3936.051270
	Iteration 30Q: 3 clusters Score -255548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -255550.296875 Penalty: 3936.051270
	Iteration 31Q: 3 clusters Score -255550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -255551.250000 Penalty: 3936.051270
	Iteration 32Q: 3 clusters Score -255551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -255551.250000 Penalty: 3936.051270
	Iteration 33F: 3 clusters Score -255551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -599674.562500 Penalty: 2139.571045
	Iteration 0F: 2 clusters Score -599674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -594838.500000 Penalty: 4279.142090
	Iteration 0F: 3 clusters Score -594838.5 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -596065.812500 Penalty: 4279.142090
	Iteration 1F: 3 clusters Score -596065.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -596434.000000 Penalty: 4279.142090
	Iteration 2F: 3 clusters Score -596434 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -596791.062500 Penalty: 4279.142090
	Iteration 3F: 3 clusters Score -596791.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -597133.687500 Penalty: 4279.142090
	Iteration 4F: 3 clusters Score -597133.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -597399.625000 Penalty: 4279.142090
	Iteration 5F: 3 clusters Score -597399.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -597644.125000 Penalty: 4279.142090
	Iteration 6Q: 3 clusters Score -597644.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -597844.937500 Penalty: 4279.142090
	Iteration 7Q: 3 clusters Score -597844.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -598005.750000 Penalty: 4279.142090
	Iteration 8Q: 3 clusters Score -598005.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -598155.062500 Penalty: 4279.142090
	Iteration 9Q: 3 clusters Score -598155.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -598285.250000 Penalty: 4279.142090
	Iteration 10Q: 3 clusters Score -598285.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -598402.187500 Penalty: 4279.142090
	Iteration 11Q: 3 clusters Score -598402.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -598461.687500 Penalty: 4279.142090
	Iteration 12Q: 3 clusters Score -598461.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -598505.625000 Penalty: 4279.142090
	Iteration 13Q: 3 clusters Score -598505.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -598532.125000 Penalty: 4279.142090
	Iteration 14Q: 3 clusters Score -598532.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -598544.000000 Penalty: 4279.142090
	Iteration 15Q: 3 clusters Score -598544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -598557.000000 Penalty: 4279.142090
	Iteration 16Q: 3 clusters Score -598557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -598569.000000 Penalty: 4279.142090
	Iteration 17Q: 3 clusters Score -598569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -598584.625000 Penalty: 4279.142090
	Iteration 18Q: 3 clusters Score -598584.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -598596.125000 Penalty: 4279.142090
	Iteration 19Q: 3 clusters Score -598596.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -598608.250000 Penalty: 4279.142090
	Iteration 20F: 3 clusters Score -598608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -598612.812500 Penalty: 4279.142090
	Iteration 21Q: 3 clusters Score -598612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -598619.062500 Penalty: 4279.142090
	Iteration 22Q: 3 clusters Score -598619.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -598621.750000 Penalty: 4279.142090
	Iteration 23Q: 3 clusters Score -598621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -598621.437500 Penalty: 4279.142090
	Iteration 24Q: 3 clusters Score -598621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -598621.125000 Penalty: 4279.142090
	Iteration 25Q: 3 clusters Score -598621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -598621.625000 Penalty: 4279.142090
	Iteration 26Q: 3 clusters Score -598621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -598622.500000 Penalty: 4279.142090
	Iteration 27Q: 3 clusters Score -598622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -598623.875000 Penalty: 4279.142090
	Iteration 28Q: 3 clusters Score -598623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -598624.000000 Penalty: 4279.142090
	Iteration 29Q: 3 clusters Score -598624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -598624.562500 Penalty: 4279.142090
	Iteration 30Q: 3 clusters Score -598624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -598624.625000 Penalty: 4279.142090
	Iteration 31Q: 3 clusters Score -598624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -598625.562500 Penalty: 4279.142090
	Iteration 32Q: 3 clusters Score -598625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -598625.562500 Penalty: 4279.142090
	Iteration 33F: 3 clusters Score -598625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Entering Unmasked Estep 
Score: -3461292.000000 Penalty: 2562.848877
	Iteration 0F: 2 clusters Score -3461292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3440306.500000 Penalty: 5125.697754
	Iteration 0F: 3 clusters Score -3440306 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3447709.500000 Penalty: 5125.697754
	Iteration 1F: 3 clusters Score -3447710 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3448221.250000 Penalty: 5125.697754
	Iteration 2Q: 3 clusters Score -3448221 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3448686.500000 Penalty: 5125.697754
	Iteration 3Q: 3 clusters Score -3448686 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3449151.500000 Penalty: 5125.697754
	Iteration 4Q: 3 clusters Score -3449152 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3449678.500000 Penalty: 5125.697754
	Iteration 5Q: 3 clusters Score -3449678 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3450336.250000 Penalty: 5125.697754
	Iteration 6Q: 3 clusters Score -3450336 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3451267.500000 Penalty: 5125.697754
	Iteration 7F: 3 clusters Score -3451268 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3452673.250000 Penalty: 5125.697754
	Iteration 8F: 3 clusters Score -3452673 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3454407.000000 Penalty: 5125.697754
	Iteration 9F: 3 clusters Score -3454407 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3455983.750000 Penalty: 5125.697754
	Iteration 10F: 3 clusters Score -3455984 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3457076.750000 Penalty: 5125.697754
	Iteration 11Q: 3 clusters Score -3457077 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3457788.000000 Penalty: 5125.697754
	Iteration 12Q: 3 clusters Score -3457788 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3458219.000000 Penalty: 5125.697754
	Iteration 13Q: 3 clusters Score -3458219 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3458541.250000 Penalty: 5125.697754
	Iteration 14Q: 3 clusters Score -3458541 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3458747.750000 Penalty: 5125.697754
	Iteration 15Q: 3 clusters Score -3458748 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3458881.250000 Penalty: 5125.697754
	Iteration 16Q: 3 clusters Score -3458881 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3458981.250000 Penalty: 5125.697754
	Iteration 17Q: 3 clusters Score -3458981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3459054.750000 Penalty: 5125.697754
	Iteration 18Q: 3 clusters Score -3459055 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3459112.000000 Penalty: 5125.697754
	Iteration 19Q: 3 clusters Score -3459112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3459147.500000 Penalty: 5125.697754
	Iteration 20F: 3 clusters Score -3459148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3459170.000000 Penalty: 5125.697754
	Iteration 21Q: 3 clusters Score -3459170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3459182.000000 Penalty: 5125.697754
	Iteration 22Q: 3 clusters Score -3459182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3459199.500000 Penalty: 5125.697754
	Iteration 23Q: 3 clusters Score -3459200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3459209.250000 Penalty: 5125.697754
	Iteration 24Q: 3 clusters Score -3459209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3459217.000000 Penalty: 5125.697754
	Iteration 25Q: 3 clusters Score -3459217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3459228.500000 Penalty: 5125.697754
	Iteration 26Q: 3 clusters Score -3459228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3459236.750000 Penalty: 5125.697754
	Iteration 27Q: 3 clusters Score -3459237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3459246.500000 Penalty: 5125.697754
	Iteration 28Q: 3 clusters Score -3459246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3459252.250000 Penalty: 5125.697754
	Iteration 29Q: 3 clusters Score -3459252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3459264.250000 Penalty: 5125.697754
	Iteration 30Q: 3 clusters Score -3459264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3459270.000000 Penalty: 5125.697754
	Iteration 31Q: 3 clusters Score -3459270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3459272.250000 Penalty: 5125.697754
	Iteration 32Q: 3 clusters Score -3459272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3459280.250000 Penalty: 5125.697754
	Iteration 33Q: 3 clusters Score -3459280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3459276.500000 Penalty: 5125.697754
	Iteration 34Q: 3 clusters Score -3459276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3459276.250000 Penalty: 5125.697754
	Iteration 35Q: 3 clusters Score -3459276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3459279.250000 Penalty: 5125.697754
	Iteration 36Q: 3 clusters Score -3459279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3459279.500000 Penalty: 5125.697754
	Iteration 37Q: 3 clusters Score -3459280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3459282.500000 Penalty: 5125.697754
	Iteration 38Q: 3 clusters Score -3459282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3459281.500000 Penalty: 5125.697754
	Iteration 39Q: 3 clusters Score -3459282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3459285.250000 Penalty: 5125.697754
	Iteration 40F: 3 clusters Score -3459285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3459288.500000 Penalty: 5125.697754
	Iteration 41Q: 3 clusters Score -3459288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3459290.750000 Penalty: 5125.697754
	Iteration 42Q: 3 clusters Score -3459291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3459289.500000 Penalty: 5125.697754
	Iteration 43Q: 3 clusters Score -3459290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3459294.000000 Penalty: 5125.697754
	Iteration 44Q: 3 clusters Score -3459294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3459294.500000 Penalty: 5125.697754
	Iteration 45Q: 3 clusters Score -3459294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3459298.250000 Penalty: 5125.697754
	Iteration 46Q: 3 clusters Score -3459298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3459296.750000 Penalty: 5125.697754
	Iteration 47Q: 3 clusters Score -3459297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3459298.250000 Penalty: 5125.697754
	Iteration 48Q: 3 clusters Score -3459298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3459299.750000 Penalty: 5125.697754
	Iteration 49Q: 3 clusters Score -3459300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3459302.250000 Penalty: 5125.697754
	Iteration 50Q: 3 clusters Score -3459302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3459304.000000 Penalty: 5125.697754
	Iteration 51Q: 3 clusters Score -3459304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3459304.000000 Penalty: 5125.697754
	Iteration 52F: 3 clusters Score -3459304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -719373.750000 Penalty: 2177.406494
	Iteration 0F: 2 clusters Score -719373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -713910.937500 Penalty: 4354.812988
	Iteration 0F: 3 clusters Score -713910.9 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -715399.250000 Penalty: 4354.812988
	Iteration 1F: 3 clusters Score -715399.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -715726.562500 Penalty: 4354.812988
	Iteration 2F: 3 clusters Score -715726.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -716034.750000 Penalty: 4354.812988
	Iteration 3F: 3 clusters Score -716034.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -716368.187500 Penalty: 4354.812988
	Iteration 4F: 3 clusters Score -716368.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -716667.000000 Penalty: 4354.812988
	Iteration 5F: 3 clusters Score -716667 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -716911.750000 Penalty: 4354.812988
	Iteration 6Q: 3 clusters Score -716911.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -717100.187500 Penalty: 4354.812988
	Iteration 7Q: 3 clusters Score -717100.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -717247.875000 Penalty: 4354.812988
	Iteration 8Q: 3 clusters Score -717247.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -717364.562500 Penalty: 4354.812988
	Iteration 9Q: 3 clusters Score -717364.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -717442.187500 Penalty: 4354.812988
	Iteration 10Q: 3 clusters Score -717442.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -717520.875000 Penalty: 4354.812988
	Iteration 11Q: 3 clusters Score -717520.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -717590.187500 Penalty: 4354.812988
	Iteration 12Q: 3 clusters Score -717590.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -717660.062500 Penalty: 4354.812988
	Iteration 13Q: 3 clusters Score -717660.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -717736.875000 Penalty: 4354.812988
	Iteration 14Q: 3 clusters Score -717736.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -717815.625000 Penalty: 4354.812988
	Iteration 15Q: 3 clusters Score -717815.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -717857.125000 Penalty: 4354.812988
	Iteration 16Q: 3 clusters Score -717857.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -717875.375000 Penalty: 4354.812988
	Iteration 17Q: 3 clusters Score -717875.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -717891.625000 Penalty: 4354.812988
	Iteration 18Q: 3 clusters Score -717891.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -717900.812500 Penalty: 4354.812988
	Iteration 19Q: 3 clusters Score -717900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -717911.812500 Penalty: 4354.812988
	Iteration 20F: 3 clusters Score -717911.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -717918.312500 Penalty: 4354.812988
	Iteration 21Q: 3 clusters Score -717918.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -717921.437500 Penalty: 4354.812988
	Iteration 22Q: 3 clusters Score -717921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -717926.500000 Penalty: 4354.812988
	Iteration 23Q: 3 clusters Score -717926.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -717930.375000 Penalty: 4354.812988
	Iteration 24Q: 3 clusters Score -717930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -717933.937500 Penalty: 4354.812988
	Iteration 25Q: 3 clusters Score -717933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -717933.875000 Penalty: 4354.812988
	Iteration 26Q: 3 clusters Score -717933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -717934.375000 Penalty: 4354.812988
	Iteration 27Q: 3 clusters Score -717934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -717935.937500 Penalty: 4354.812988
	Iteration 28Q: 3 clusters Score -717935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -717939.562500 Penalty: 4354.812988
	Iteration 29Q: 3 clusters Score -717939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -717941.625000 Penalty: 4354.812988
	Iteration 30Q: 3 clusters Score -717941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -717940.562500 Penalty: 4354.812988
	Iteration 31Q: 3 clusters Score -717940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -717943.375000 Penalty: 4354.812988
	Iteration 32Q: 3 clusters Score -717943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -717944.125000 Penalty: 4354.812988
	Iteration 33Q: 3 clusters Score -717944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -717947.250000 Penalty: 4354.812988
	Iteration 34Q: 3 clusters Score -717947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -717948.937500 Penalty: 4354.812988
	Iteration 35Q: 3 clusters Score -717948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -717948.437500 Penalty: 4354.812988
	Iteration 36Q: 3 clusters Score -717948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -717948.937500 Penalty: 4354.812988
	Iteration 37Q: 3 clusters Score -717948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -717948.937500 Penalty: 4354.812988
	Iteration 38F: 3 clusters Score -717948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Entering Unmasked Estep 
Score: -1068080.125000 Penalty: 2307.530518
	Iteration 0F: 2 clusters Score -1068080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1059789.750000 Penalty: 4615.061035
	Iteration 0F: 3 clusters Score -1059790 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1062554.125000 Penalty: 4615.061035
	Iteration 1F: 3 clusters Score -1062554 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1063270.625000 Penalty: 4615.061035
	Iteration 2F: 3 clusters Score -1063271 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1063982.875000 Penalty: 4615.061035
	Iteration 3F: 3 clusters Score -1063983 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1064616.875000 Penalty: 4615.061035
	Iteration 4F: 3 clusters Score -1064617 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1065077.875000 Penalty: 4615.061035
	Iteration 5F: 3 clusters Score -1065078 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1065335.375000 Penalty: 4615.061035
	Iteration 6Q: 3 clusters Score -1065335 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1065520.375000 Penalty: 4615.061035
	Iteration 7Q: 3 clusters Score -1065520 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1065684.000000 Penalty: 4615.061035
	Iteration 8Q: 3 clusters Score -1065684 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1065830.250000 Penalty: 4615.061035
	Iteration 9Q: 3 clusters Score -1065830 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1065963.750000 Penalty: 4615.061035
	Iteration 10Q: 3 clusters Score -1065964 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1066079.500000 Penalty: 4615.061035
	Iteration 11Q: 3 clusters Score -1066080 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1066168.250000 Penalty: 4615.061035
	Iteration 12Q: 3 clusters Score -1066168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1066254.375000 Penalty: 4615.061035
	Iteration 13Q: 3 clusters Score -1066254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1066311.125000 Penalty: 4615.061035
	Iteration 14Q: 3 clusters Score -1066311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1066357.000000 Penalty: 4615.061035
	Iteration 15Q: 3 clusters Score -1066357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1066380.875000 Penalty: 4615.061035
	Iteration 16Q: 3 clusters Score -1066381 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1066403.500000 Penalty: 4615.061035
	Iteration 17Q: 3 clusters Score -1066404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1066422.750000 Penalty: 4615.061035
	Iteration 18Q: 3 clusters Score -1066423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1066437.625000 Penalty: 4615.061035
	Iteration 19Q: 3 clusters Score -1066438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1066443.625000 Penalty: 4615.061035
	Iteration 20F: 3 clusters Score -1066444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1066453.375000 Penalty: 4615.061035
	Iteration 21Q: 3 clusters Score -1066453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1066464.000000 Penalty: 4615.061035
	Iteration 22Q: 3 clusters Score -1066464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1066472.875000 Penalty: 4615.061035
	Iteration 23Q: 3 clusters Score -1066473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1066481.750000 Penalty: 4615.061035
	Iteration 24Q: 3 clusters Score -1066482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1066485.875000 Penalty: 4615.061035
	Iteration 25Q: 3 clusters Score -1066486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1066490.125000 Penalty: 4615.061035
	Iteration 26Q: 3 clusters Score -1066490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1066494.250000 Penalty: 4615.061035
	Iteration 27Q: 3 clusters Score -1066494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1066503.125000 Penalty: 4615.061035
	Iteration 28Q: 3 clusters Score -1066503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1066512.250000 Penalty: 4615.061035
	Iteration 29Q: 3 clusters Score -1066512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1066518.250000 Penalty: 4615.061035
	Iteration 30Q: 3 clusters Score -1066518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1066526.875000 Penalty: 4615.061035
	Iteration 31Q: 3 clusters Score -1066527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1066537.625000 Penalty: 4615.061035
	Iteration 32Q: 3 clusters Score -1066538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1066544.625000 Penalty: 4615.061035
	Iteration 33Q: 3 clusters Score -1066545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1066554.375000 Penalty: 4615.061035
	Iteration 34Q: 3 clusters Score -1066554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1066561.875000 Penalty: 4615.061035
	Iteration 35Q: 3 clusters Score -1066562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1066572.000000 Penalty: 4615.061035
	Iteration 36Q: 3 clusters Score -1066572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1066576.500000 Penalty: 4615.061035
	Iteration 37Q: 3 clusters Score -1066576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1066582.750000 Penalty: 4615.061035
	Iteration 38Q: 3 clusters Score -1066583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1066594.750000 Penalty: 4615.061035
	Iteration 39Q: 3 clusters Score -1066595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1066603.500000 Penalty: 4615.061035
	Iteration 40F: 3 clusters Score -1066604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1066611.750000 Penalty: 4615.061035
	Iteration 41Q: 3 clusters Score -1066612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1066620.750000 Penalty: 4615.061035
	Iteration 42Q: 3 clusters Score -1066621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1066626.000000 Penalty: 4615.061035
	Iteration 43Q: 3 clusters Score -1066626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1066632.625000 Penalty: 4615.061035
	Iteration 44Q: 3 clusters Score -1066633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1066640.500000 Penalty: 4615.061035
	Iteration 45Q: 3 clusters Score -1066640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1066645.375000 Penalty: 4615.061035
	Iteration 46Q: 3 clusters Score -1066645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1066651.750000 Penalty: 4615.061035
	Iteration 47Q: 3 clusters Score -1066652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1066653.500000 Penalty: 4615.061035
	Iteration 48Q: 3 clusters Score -1066654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1066660.375000 Penalty: 4615.061035
	Iteration 49Q: 3 clusters Score -1066660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1066665.250000 Penalty: 4615.061035
	Iteration 50Q: 3 clusters Score -1066665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1066667.625000 Penalty: 4615.061035
	Iteration 51Q: 3 clusters Score -1066668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1066673.125000 Penalty: 4615.061035
	Iteration 52Q: 3 clusters Score -1066673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1066679.500000 Penalty: 4615.061035
	Iteration 53Q: 3 clusters Score -1066680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1066690.750000 Penalty: 4615.061035
	Iteration 54Q: 3 clusters Score -1066691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1066699.375000 Penalty: 4615.061035
	Iteration 55Q: 3 clusters Score -1066699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1066701.625000 Penalty: 4615.061035
	Iteration 56Q: 3 clusters Score -1066702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1066705.375000 Penalty: 4615.061035
	Iteration 57Q: 3 clusters Score -1066705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1066707.500000 Penalty: 4615.061035
	Iteration 58Q: 3 clusters Score -1066708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1066707.625000 Penalty: 4615.061035
	Iteration 59Q: 3 clusters Score -1066708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1066711.875000 Penalty: 4615.061035
	Iteration 60F: 3 clusters Score -1066712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1066713.125000 Penalty: 4615.061035
	Iteration 61Q: 3 clusters Score -1066713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1066714.375000 Penalty: 4615.061035
	Iteration 62Q: 3 clusters Score -1066714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1066712.750000 Penalty: 4615.061035
	Iteration 63Q: 3 clusters Score -1066713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1066712.750000 Penalty: 4615.061035
	Iteration 64F: 3 clusters Score -1066713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Entering Unmasked Estep 
Score: -3211305.500000 Penalty: 2565.375244
	Iteration 0F: 2 clusters Score -3211306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3189975.750000 Penalty: 5130.750488
	Iteration 0F: 3 clusters Score -3189976 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3198002.250000 Penalty: 5130.750488
	Iteration 1F: 3 clusters Score -3198002 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3198947.250000 Penalty: 5130.750488
	Iteration 2F: 3 clusters Score -3198947 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3199915.750000 Penalty: 5130.750488
	Iteration 3F: 3 clusters Score -3199916 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3200836.250000 Penalty: 5130.750488
	Iteration 4F: 3 clusters Score -3200836 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3201698.750000 Penalty: 5130.750488
	Iteration 5F: 3 clusters Score -3201699 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3202512.750000 Penalty: 5130.750488
	Iteration 6F: 3 clusters Score -3202513 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3203297.250000 Penalty: 5130.750488
	Iteration 7Q: 3 clusters Score -3203297 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3204080.500000 Penalty: 5130.750488
	Iteration 8Q: 3 clusters Score -3204080 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3204804.250000 Penalty: 5130.750488
	Iteration 9Q: 3 clusters Score -3204804 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3205496.750000 Penalty: 5130.750488
	Iteration 10Q: 3 clusters Score -3205497 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3206104.250000 Penalty: 5130.750488
	Iteration 11Q: 3 clusters Score -3206104 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3206608.500000 Penalty: 5130.750488
	Iteration 12Q: 3 clusters Score -3206608 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3207025.750000 Penalty: 5130.750488
	Iteration 13Q: 3 clusters Score -3207026 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3207349.750000 Penalty: 5130.750488
	Iteration 14Q: 3 clusters Score -3207350 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3207630.250000 Penalty: 5130.750488
	Iteration 15Q: 3 clusters Score -3207630 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3207915.000000 Penalty: 5130.750488
	Iteration 16Q: 3 clusters Score -3207915 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3208165.250000 Penalty: 5130.750488
	Iteration 17Q: 3 clusters Score -3208165 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3208404.000000 Penalty: 5130.750488
	Iteration 18Q: 3 clusters Score -3208404 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3208611.500000 Penalty: 5130.750488
	Iteration 19Q: 3 clusters Score -3208612 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3208794.000000 Penalty: 5130.750488
	Iteration 20F: 3 clusters Score -3208794 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3208987.750000 Penalty: 5130.750488
	Iteration 21Q: 3 clusters Score -3208988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3209184.500000 Penalty: 5130.750488
	Iteration 22Q: 3 clusters Score -3209184 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3209373.750000 Penalty: 5130.750488
	Iteration 23Q: 3 clusters Score -3209374 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3209513.250000 Penalty: 5130.750488
	Iteration 24Q: 3 clusters Score -3209513 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3209621.750000 Penalty: 5130.750488
	Iteration 25Q: 3 clusters Score -3209622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3209700.500000 Penalty: 5130.750488
	Iteration 26Q: 3 clusters Score -3209700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3209737.500000 Penalty: 5130.750488
	Iteration 27Q: 3 clusters Score -3209738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3209785.250000 Penalty: 5130.750488
	Iteration 28Q: 3 clusters Score -3209785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3209821.500000 Penalty: 5130.750488
	Iteration 29Q: 3 clusters Score -3209822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3209857.500000 Penalty: 5130.750488
	Iteration 30Q: 3 clusters Score -3209858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3209889.250000 Penalty: 5130.750488
	Iteration 31Q: 3 clusters Score -3209889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3209907.500000 Penalty: 5130.750488
	Iteration 32Q: 3 clusters Score -3209908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3209905.250000 Penalty: 5130.750488
	Iteration 33Q: 3 clusters Score -3209905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3209917.000000 Penalty: 5130.750488
	Iteration 34Q: 3 clusters Score -3209917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3209921.500000 Penalty: 5130.750488
	Iteration 35Q: 3 clusters Score -3209922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3209930.750000 Penalty: 5130.750488
	Iteration 36Q: 3 clusters Score -3209931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3209935.500000 Penalty: 5130.750488
	Iteration 37Q: 3 clusters Score -3209936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3209937.250000 Penalty: 5130.750488
	Iteration 38Q: 3 clusters Score -3209937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3209938.750000 Penalty: 5130.750488
	Iteration 39Q: 3 clusters Score -3209939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3209949.500000 Penalty: 5130.750488
	Iteration 40F: 3 clusters Score -3209950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3209951.250000 Penalty: 5130.750488
	Iteration 41Q: 3 clusters Score -3209951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3209954.750000 Penalty: 5130.750488
	Iteration 42Q: 3 clusters Score -3209955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3209956.750000 Penalty: 5130.750488
	Iteration 43Q: 3 clusters Score -3209957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3209961.000000 Penalty: 5130.750488
	Iteration 44Q: 3 clusters Score -3209961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3209962.250000 Penalty: 5130.750488
	Iteration 45Q: 3 clusters Score -3209962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3209960.250000 Penalty: 5130.750488
	Iteration 46Q: 3 clusters Score -3209960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3209958.750000 Penalty: 5130.750488
	Iteration 47Q: 3 clusters Score -3209959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3209963.000000 Penalty: 5130.750488
	Iteration 48Q: 3 clusters Score -3209963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3209965.500000 Penalty: 5130.750488
	Iteration 49Q: 3 clusters Score -3209966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3209963.500000 Penalty: 5130.750488
	Iteration 50Q: 3 clusters Score -3209964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3209965.000000 Penalty: 5130.750488
	Iteration 51Q: 3 clusters Score -3209965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3209962.750000 Penalty: 5130.750488
	Iteration 52Q: 3 clusters Score -3209963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3209962.750000 Penalty: 5130.750488
	Iteration 53F: 3 clusters Score -3209963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Entering Unmasked Estep 
Score: -3357981.750000 Penalty: 2549.253906
	Iteration 0F: 2 clusters Score -3357982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3337966.750000 Penalty: 5098.507812
	Iteration 0F: 3 clusters Score -3337967 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3345244.000000 Penalty: 5098.507812
	Iteration 1F: 3 clusters Score -3345244 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3345946.000000 Penalty: 5098.507812
	Iteration 2F: 3 clusters Score -3345946 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3346693.000000 Penalty: 5098.507812
	Iteration 3F: 3 clusters Score -3346693 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3347461.000000 Penalty: 5098.507812
	Iteration 4F: 3 clusters Score -3347461 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3348235.750000 Penalty: 5098.507812
	Iteration 5F: 3 clusters Score -3348236 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3349050.750000 Penalty: 5098.507812
	Iteration 6F: 3 clusters Score -3349051 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3349811.500000 Penalty: 5098.507812
	Iteration 7F: 3 clusters Score -3349812 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3350567.000000 Penalty: 5098.507812
	Iteration 8Q: 3 clusters Score -3350567 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3351287.500000 Penalty: 5098.507812
	Iteration 9Q: 3 clusters Score -3351288 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3351960.250000 Penalty: 5098.507812
	Iteration 10Q: 3 clusters Score -3351960 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3352569.000000 Penalty: 5098.507812
	Iteration 11Q: 3 clusters Score -3352569 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3353111.500000 Penalty: 5098.507812
	Iteration 12Q: 3 clusters Score -3353112 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3353609.750000 Penalty: 5098.507812
	Iteration 13Q: 3 clusters Score -3353610 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3354037.000000 Penalty: 5098.507812
	Iteration 14Q: 3 clusters Score -3354037 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3354440.000000 Penalty: 5098.507812
	Iteration 15Q: 3 clusters Score -3354440 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3354771.000000 Penalty: 5098.507812
	Iteration 16Q: 3 clusters Score -3354771 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3355027.750000 Penalty: 5098.507812
	Iteration 17Q: 3 clusters Score -3355028 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3355212.500000 Penalty: 5098.507812
	Iteration 18Q: 3 clusters Score -3355212 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3355366.000000 Penalty: 5098.507812
	Iteration 19Q: 3 clusters Score -3355366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3355494.500000 Penalty: 5098.507812
	Iteration 20F: 3 clusters Score -3355494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3355577.000000 Penalty: 5098.507812
	Iteration 21Q: 3 clusters Score -3355577 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3355643.750000 Penalty: 5098.507812
	Iteration 22Q: 3 clusters Score -3355644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3355682.250000 Penalty: 5098.507812
	Iteration 23Q: 3 clusters Score -3355682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3355719.000000 Penalty: 5098.507812
	Iteration 24Q: 3 clusters Score -3355719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -3355741.500000 Penalty: 5098.507812
	Iteration 25Q: 3 clusters Score -3355742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3355776.000000 Penalty: 5098.507812
	Iteration 26Q: 3 clusters Score -3355776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3355806.250000 Penalty: 5098.507812
	Iteration 27Q: 3 clusters Score -3355806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3355830.000000 Penalty: 5098.507812
	Iteration 28Q: 3 clusters Score -3355830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3355839.000000 Penalty: 5098.507812
	Iteration 29Q: 3 clusters Score -3355839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3355844.250000 Penalty: 5098.507812
	Iteration 30Q: 3 clusters Score -3355844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3355849.250000 Penalty: 5098.507812
	Iteration 31Q: 3 clusters Score -3355849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3355853.250000 Penalty: 5098.507812
	Iteration 32Q: 3 clusters Score -3355853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3355849.500000 Penalty: 5098.507812
	Iteration 33Q: 3 clusters Score -3355850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3355852.750000 Penalty: 5098.507812
	Iteration 34Q: 3 clusters Score -3355853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3355852.500000 Penalty: 5098.507812
	Iteration 35Q: 3 clusters Score -3355852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3355852.750000 Penalty: 5098.507812
	Iteration 36Q: 3 clusters Score -3355853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3355854.250000 Penalty: 5098.507812
	Iteration 37Q: 3 clusters Score -3355854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3355856.250000 Penalty: 5098.507812
	Iteration 38Q: 3 clusters Score -3355856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3355856.250000 Penalty: 5098.507812
	Iteration 39F: 3 clusters Score -3355856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Entering Unmasked Estep 
Score: -1929238.000000 Penalty: 2415.146729
	Iteration 0F: 2 clusters Score -1929238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1917198.875000 Penalty: 4830.293457
	Iteration 0F: 3 clusters Score -1917199 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1921379.375000 Penalty: 4830.293457
	Iteration 1F: 3 clusters Score -1921379 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1922166.500000 Penalty: 4830.293457
	Iteration 2F: 3 clusters Score -1922166 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1922926.500000 Penalty: 4830.293457
	Iteration 3F: 3 clusters Score -1922926 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1923625.250000 Penalty: 4830.293457
	Iteration 4F: 3 clusters Score -1923625 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1924224.875000 Penalty: 4830.293457
	Iteration 5F: 3 clusters Score -1924225 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1924766.625000 Penalty: 4830.293457
	Iteration 6F: 3 clusters Score -1924767 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1925250.625000 Penalty: 4830.293457
	Iteration 7Q: 3 clusters Score -1925251 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1925698.375000 Penalty: 4830.293457
	Iteration 8Q: 3 clusters Score -1925698 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1926147.500000 Penalty: 4830.293457
	Iteration 9Q: 3 clusters Score -1926148 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1926585.875000 Penalty: 4830.293457
	Iteration 10Q: 3 clusters Score -1926586 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1926964.500000 Penalty: 4830.293457
	Iteration 11Q: 3 clusters Score -1926964 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1927242.875000 Penalty: 4830.293457
	Iteration 12Q: 3 clusters Score -1927243 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1927433.625000 Penalty: 4830.293457
	Iteration 13Q: 3 clusters Score -1927434 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1927560.750000 Penalty: 4830.293457
	Iteration 14Q: 3 clusters Score -1927561 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1927681.250000 Penalty: 4830.293457
	Iteration 15Q: 3 clusters Score -1927681 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1927826.750000 Penalty: 4830.293457
	Iteration 16Q: 3 clusters Score -1927827 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1927960.875000 Penalty: 4830.293457
	Iteration 17Q: 3 clusters Score -1927961 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1928105.375000 Penalty: 4830.293457
	Iteration 18Q: 3 clusters Score -1928105 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1928268.625000 Penalty: 4830.293457
	Iteration 19Q: 3 clusters Score -1928269 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1928380.875000 Penalty: 4830.293457
	Iteration 20F: 3 clusters Score -1928381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1928474.500000 Penalty: 4830.293457
	Iteration 21Q: 3 clusters Score -1928474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1928549.625000 Penalty: 4830.293457
	Iteration 22Q: 3 clusters Score -1928550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1928599.500000 Penalty: 4830.293457
	Iteration 23Q: 3 clusters Score -1928600 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1928656.000000 Penalty: 4830.293457
	Iteration 24Q: 3 clusters Score -1928656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1928694.250000 Penalty: 4830.293457
	Iteration 25Q: 3 clusters Score -1928694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1928721.750000 Penalty: 4830.293457
	Iteration 26Q: 3 clusters Score -1928722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1928746.625000 Penalty: 4830.293457
	Iteration 27Q: 3 clusters Score -1928747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1928763.750000 Penalty: 4830.293457
	Iteration 28Q: 3 clusters Score -1928764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1928774.250000 Penalty: 4830.293457
	Iteration 29Q: 3 clusters Score -1928774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1928788.000000 Penalty: 4830.293457
	Iteration 30Q: 3 clusters Score -1928788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1928792.625000 Penalty: 4830.293457
	Iteration 31Q: 3 clusters Score -1928793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1928799.000000 Penalty: 4830.293457
	Iteration 32Q: 3 clusters Score -1928799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1928801.625000 Penalty: 4830.293457
	Iteration 33Q: 3 clusters Score -1928802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1928807.625000 Penalty: 4830.293457
	Iteration 34Q: 3 clusters Score -1928808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1928821.750000 Penalty: 4830.293457
	Iteration 35Q: 3 clusters Score -1928822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1928821.250000 Penalty: 4830.293457
	Iteration 36Q: 3 clusters Score -1928821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1928823.625000 Penalty: 4830.293457
	Iteration 37Q: 3 clusters Score -1928824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1928828.375000 Penalty: 4830.293457
	Iteration 38Q: 3 clusters Score -1928828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1928834.125000 Penalty: 4830.293457
	Iteration 39Q: 3 clusters Score -1928834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1928830.625000 Penalty: 4830.293457
	Iteration 40F: 3 clusters Score -1928831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1928837.500000 Penalty: 4830.293457
	Iteration 41Q: 3 clusters Score -1928838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1928834.750000 Penalty: 4830.293457
	Iteration 42Q: 3 clusters Score -1928835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1928832.000000 Penalty: 4830.293457
	Iteration 43Q: 3 clusters Score -1928832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1928833.000000 Penalty: 4830.293457
	Iteration 44Q: 3 clusters Score -1928833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1928833.375000 Penalty: 4830.293457
	Iteration 45Q: 3 clusters Score -1928833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1928835.500000 Penalty: 4830.293457
	Iteration 46Q: 3 clusters Score -1928836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1928837.500000 Penalty: 4830.293457
	Iteration 47Q: 3 clusters Score -1928838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1928843.375000 Penalty: 4830.293457
	Iteration 48Q: 3 clusters Score -1928843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1928843.250000 Penalty: 4830.293457
	Iteration 49Q: 3 clusters Score -1928843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1928845.000000 Penalty: 4830.293457
	Iteration 50Q: 3 clusters Score -1928845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1928846.000000 Penalty: 4830.293457
	Iteration 51Q: 3 clusters Score -1928846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1928846.500000 Penalty: 4830.293457
	Iteration 52Q: 3 clusters Score -1928846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1928848.125000 Penalty: 4830.293457
	Iteration 53Q: 3 clusters Score -1928848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1928846.500000 Penalty: 4830.293457
	Iteration 54Q: 3 clusters Score -1928846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1928849.875000 Penalty: 4830.293457
	Iteration 55Q: 3 clusters Score -1928850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1928854.125000 Penalty: 4830.293457
	Iteration 56Q: 3 clusters Score -1928854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1928853.250000 Penalty: 4830.293457
	Iteration 57Q: 3 clusters Score -1928853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1928855.125000 Penalty: 4830.293457
	Iteration 58Q: 3 clusters Score -1928855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1928855.625000 Penalty: 4830.293457
	Iteration 59Q: 3 clusters Score -1928856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1928854.750000 Penalty: 4830.293457
	Iteration 60F: 3 clusters Score -1928855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1928855.500000 Penalty: 4830.293457
	Iteration 61Q: 3 clusters Score -1928856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1928855.500000 Penalty: 4830.293457
	Iteration 62F: 3 clusters Score -1928856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -137689.328125 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -137689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135521.156250 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -135521.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136043.890625 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -136043.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136280.515625 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -136280.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136401.859375 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -136401.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136471.843750 Penalty: 3585.280518
	Iteration 4Q: 3 clusters Score -136471.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136556.500000 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -136556.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -136632.031250 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -136632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136682.437500 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -136682.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136706.750000 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -136706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136721.937500 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -136721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136735.671875 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -136735.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136753.796875 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -136753.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136766.078125 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -136766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136775.812500 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -136775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136787.062500 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -136787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136799.546875 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -136799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136806.968750 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -136807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136813.406250 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -136813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136816.218750 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -136816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136818.125000 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -136818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136819.078125 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -136819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136821.562500 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -136821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136822.203125 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -136822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136824.593750 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -136824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136825.343750 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -136825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136825.343750 Penalty: 3585.280518
	Iteration 25F: 3 clusters Score -136825.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1151069.750000 Penalty: 2293.007324
	Iteration 0F: 2 clusters Score -1151070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1143212.625000 Penalty: 4586.014648
	Iteration 0F: 3 clusters Score -1143213 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1145628.250000 Penalty: 4586.014648
	Iteration 1F: 3 clusters Score -1145628 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1145969.375000 Penalty: 4586.014648
	Iteration 2F: 3 clusters Score -1145969 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1146275.500000 Penalty: 4586.014648
	Iteration 3F: 3 clusters Score -1146276 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1146550.750000 Penalty: 4586.014648
	Iteration 4F: 3 clusters Score -1146551 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1146782.500000 Penalty: 4586.014648
	Iteration 5Q: 3 clusters Score -1146782 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1147012.250000 Penalty: 4586.014648
	Iteration 6Q: 3 clusters Score -1147012 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1147237.375000 Penalty: 4586.014648
	Iteration 7Q: 3 clusters Score -1147237 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1147493.125000 Penalty: 4586.014648
	Iteration 8Q: 3 clusters Score -1147493 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1147783.250000 Penalty: 4586.014648
	Iteration 9Q: 3 clusters Score -1147783 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1148054.875000 Penalty: 4586.014648
	Iteration 10Q: 3 clusters Score -1148055 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1148256.500000 Penalty: 4586.014648
	Iteration 11Q: 3 clusters Score -1148256 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1148419.500000 Penalty: 4586.014648
	Iteration 12Q: 3 clusters Score -1148420 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1148582.125000 Penalty: 4586.014648
	Iteration 13Q: 3 clusters Score -1148582 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1148702.875000 Penalty: 4586.014648
	Iteration 14Q: 3 clusters Score -1148703 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1148810.750000 Penalty: 4586.014648
	Iteration 15Q: 3 clusters Score -1148811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1148900.500000 Penalty: 4586.014648
	Iteration 16Q: 3 clusters Score -1148900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1148980.875000 Penalty: 4586.014648
	Iteration 17Q: 3 clusters Score -1148981 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1149057.750000 Penalty: 4586.014648
	Iteration 18Q: 3 clusters Score -1149058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1149135.000000 Penalty: 4586.014648
	Iteration 19Q: 3 clusters Score -1149135 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1149213.750000 Penalty: 4586.014648
	Iteration 20F: 3 clusters Score -1149214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1149289.875000 Penalty: 4586.014648
	Iteration 21Q: 3 clusters Score -1149290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1149383.625000 Penalty: 4586.014648
	Iteration 22Q: 3 clusters Score -1149384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1149444.250000 Penalty: 4586.014648
	Iteration 23Q: 3 clusters Score -1149444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1149489.375000 Penalty: 4586.014648
	Iteration 24Q: 3 clusters Score -1149489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1149517.875000 Penalty: 4586.014648
	Iteration 25Q: 3 clusters Score -1149518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1149543.750000 Penalty: 4586.014648
	Iteration 26Q: 3 clusters Score -1149544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1149570.000000 Penalty: 4586.014648
	Iteration 27Q: 3 clusters Score -1149570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1149593.000000 Penalty: 4586.014648
	Iteration 28Q: 3 clusters Score -1149593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1149617.000000 Penalty: 4586.014648
	Iteration 29Q: 3 clusters Score -1149617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1149640.250000 Penalty: 4586.014648
	Iteration 30Q: 3 clusters Score -1149640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1149664.000000 Penalty: 4586.014648
	Iteration 31Q: 3 clusters Score -1149664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1149673.125000 Penalty: 4586.014648
	Iteration 32Q: 3 clusters Score -1149673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1149685.375000 Penalty: 4586.014648
	Iteration 33Q: 3 clusters Score -1149685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1149689.250000 Penalty: 4586.014648
	Iteration 34Q: 3 clusters Score -1149689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1149693.750000 Penalty: 4586.014648
	Iteration 35Q: 3 clusters Score -1149694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1149698.125000 Penalty: 4586.014648
	Iteration 36Q: 3 clusters Score -1149698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1149705.000000 Penalty: 4586.014648
	Iteration 37Q: 3 clusters Score -1149705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1149706.500000 Penalty: 4586.014648
	Iteration 38Q: 3 clusters Score -1149706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1149707.000000 Penalty: 4586.014648
	Iteration 39Q: 3 clusters Score -1149707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1149708.250000 Penalty: 4586.014648
	Iteration 40F: 3 clusters Score -1149708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1149710.625000 Penalty: 4586.014648
	Iteration 41Q: 3 clusters Score -1149711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1149711.500000 Penalty: 4586.014648
	Iteration 42Q: 3 clusters Score -1149712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1149712.250000 Penalty: 4586.014648
	Iteration 43Q: 3 clusters Score -1149712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1149712.250000 Penalty: 4586.014648
	Iteration 44F: 3 clusters Score -1149712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -797592.687500 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -797592.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -791893.875000 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -791893.9 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -793341.937500 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -793341.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -793609.500000 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -793609.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -793767.312500 Penalty: 4384.999512
	Iteration 3F: 3 clusters Score -793767.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -793868.187500 Penalty: 4384.999512
	Iteration 4Q: 3 clusters Score -793868.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -793939.187500 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -793939.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -794000.250000 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -794000.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -794054.187500 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -794054.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -794091.812500 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -794091.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -794117.937500 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -794117.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -794142.312500 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -794142.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -794164.500000 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -794164.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -794185.562500 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -794185.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -794201.000000 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -794201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -794218.000000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -794218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -794229.187500 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -794229.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -794243.312500 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -794243.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -794263.562500 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -794263.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -794283.000000 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -794283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -794309.375000 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -794309.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -794333.875000 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -794333.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -794360.250000 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -794360.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -794386.687500 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -794386.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -794416.500000 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -794416.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -794444.250000 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -794444.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -794469.625000 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -794469.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -794492.500000 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -794492.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -794516.687500 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -794516.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -794541.875000 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -794541.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -794566.875000 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -794566.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -794590.750000 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -794590.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -794612.375000 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -794612.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -794641.875000 Penalty: 4384.999512
	Iteration 32Q: 3 clusters Score -794641.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -794678.625000 Penalty: 4384.999512
	Iteration 33Q: 3 clusters Score -794678.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -794716.250000 Penalty: 4384.999512
	Iteration 34Q: 3 clusters Score -794716.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -794743.250000 Penalty: 4384.999512
	Iteration 35Q: 3 clusters Score -794743.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -794781.750000 Penalty: 4384.999512
	Iteration 36Q: 3 clusters Score -794781.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -794822.187500 Penalty: 4384.999512
	Iteration 37Q: 3 clusters Score -794822.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -794856.812500 Penalty: 4384.999512
	Iteration 38Q: 3 clusters Score -794856.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -794888.562500 Penalty: 4384.999512
	Iteration 39Q: 3 clusters Score -794888.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -794923.250000 Penalty: 4384.999512
	Iteration 40F: 3 clusters Score -794923.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -794959.625000 Penalty: 4384.999512
	Iteration 41Q: 3 clusters Score -794959.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -794993.000000 Penalty: 4384.999512
	Iteration 42Q: 3 clusters Score -794993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -795033.375000 Penalty: 4384.999512
	Iteration 43Q: 3 clusters Score -795033.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -795069.125000 Penalty: 4384.999512
	Iteration 44Q: 3 clusters Score -795069.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -795109.500000 Penalty: 4384.999512
	Iteration 45Q: 3 clusters Score -795109.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -795148.875000 Penalty: 4384.999512
	Iteration 46Q: 3 clusters Score -795148.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -795188.375000 Penalty: 4384.999512
	Iteration 47Q: 3 clusters Score -795188.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -795224.937500 Penalty: 4384.999512
	Iteration 48Q: 3 clusters Score -795224.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -795263.750000 Penalty: 4384.999512
	Iteration 49Q: 3 clusters Score -795263.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -795303.875000 Penalty: 4384.999512
	Iteration 50Q: 3 clusters Score -795303.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -795335.125000 Penalty: 4384.999512
	Iteration 51Q: 3 clusters Score -795335.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -795368.750000 Penalty: 4384.999512
	Iteration 52Q: 3 clusters Score -795368.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -795399.250000 Penalty: 4384.999512
	Iteration 53Q: 3 clusters Score -795399.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -795430.375000 Penalty: 4384.999512
	Iteration 54Q: 3 clusters Score -795430.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -795451.500000 Penalty: 4384.999512
	Iteration 55Q: 3 clusters Score -795451.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -795473.125000 Penalty: 4384.999512
	Iteration 56Q: 3 clusters Score -795473.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -795488.437500 Penalty: 4384.999512
	Iteration 57Q: 3 clusters Score -795488.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -795506.875000 Penalty: 4384.999512
	Iteration 58Q: 3 clusters Score -795506.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -795527.937500 Penalty: 4384.999512
	Iteration 59Q: 3 clusters Score -795527.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -795547.125000 Penalty: 4384.999512
	Iteration 60F: 3 clusters Score -795547.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -795560.187500 Penalty: 4384.999512
	Iteration 61Q: 3 clusters Score -795560.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -795575.062500 Penalty: 4384.999512
	Iteration 62Q: 3 clusters Score -795575.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -795588.000000 Penalty: 4384.999512
	Iteration 63Q: 3 clusters Score -795588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -795604.187500 Penalty: 4384.999512
	Iteration 64Q: 3 clusters Score -795604.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -795620.750000 Penalty: 4384.999512
	Iteration 65Q: 3 clusters Score -795620.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -795628.312500 Penalty: 4384.999512
	Iteration 66Q: 3 clusters Score -795628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -795629.250000 Penalty: 4384.999512
	Iteration 67Q: 3 clusters Score -795629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -795633.500000 Penalty: 4384.999512
	Iteration 68Q: 3 clusters Score -795633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -795637.125000 Penalty: 4384.999512
	Iteration 69Q: 3 clusters Score -795637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -795638.812500 Penalty: 4384.999512
	Iteration 70Q: 3 clusters Score -795638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -795642.687500 Penalty: 4384.999512
	Iteration 71Q: 3 clusters Score -795642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -795644.812500 Penalty: 4384.999512
	Iteration 72Q: 3 clusters Score -795644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -795645.312500 Penalty: 4384.999512
	Iteration 73Q: 3 clusters Score -795645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -795646.437500 Penalty: 4384.999512
	Iteration 74Q: 3 clusters Score -795646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -795647.875000 Penalty: 4384.999512
	Iteration 75Q: 3 clusters Score -795647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -795650.812500 Penalty: 4384.999512
	Iteration 76Q: 3 clusters Score -795650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -795652.125000 Penalty: 4384.999512
	Iteration 77Q: 3 clusters Score -795652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -795653.125000 Penalty: 4384.999512
	Iteration 78Q: 3 clusters Score -795653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -795655.500000 Penalty: 4384.999512
	Iteration 79Q: 3 clusters Score -795655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -795655.687500 Penalty: 4384.999512
	Iteration 80F: 3 clusters Score -795655.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -658437.437500 Penalty: 2173.136230
	Iteration 0F: 2 clusters Score -658437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -653082.562500 Penalty: 4346.272461
	Iteration 0F: 3 clusters Score -653082.6 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -654663.375000 Penalty: 4346.272461
	Iteration 1F: 3 clusters Score -654663.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -655136.750000 Penalty: 4346.272461
	Iteration 2F: 3 clusters Score -655136.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -655554.437500 Penalty: 4346.272461
	Iteration 3F: 3 clusters Score -655554.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -655868.875000 Penalty: 4346.272461
	Iteration 4F: 3 clusters Score -655868.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -656092.062500 Penalty: 4346.272461
	Iteration 5Q: 3 clusters Score -656092.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -656236.562500 Penalty: 4346.272461
	Iteration 6Q: 3 clusters Score -656236.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -656333.750000 Penalty: 4346.272461
	Iteration 7Q: 3 clusters Score -656333.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -656411.062500 Penalty: 4346.272461
	Iteration 8Q: 3 clusters Score -656411.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -656476.687500 Penalty: 4346.272461
	Iteration 9Q: 3 clusters Score -656476.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -656541.875000 Penalty: 4346.272461
	Iteration 10Q: 3 clusters Score -656541.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -656590.937500 Penalty: 4346.272461
	Iteration 11Q: 3 clusters Score -656590.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -656636.000000 Penalty: 4346.272461
	Iteration 12Q: 3 clusters Score -656636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -656670.562500 Penalty: 4346.272461
	Iteration 13Q: 3 clusters Score -656670.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -656695.375000 Penalty: 4346.272461
	Iteration 14Q: 3 clusters Score -656695.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -656726.125000 Penalty: 4346.272461
	Iteration 15Q: 3 clusters Score -656726.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -656751.687500 Penalty: 4346.272461
	Iteration 16Q: 3 clusters Score -656751.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -656769.875000 Penalty: 4346.272461
	Iteration 17Q: 3 clusters Score -656769.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -656788.750000 Penalty: 4346.272461
	Iteration 18Q: 3 clusters Score -656788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -656798.187500 Penalty: 4346.272461
	Iteration 19Q: 3 clusters Score -656798.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -656805.375000 Penalty: 4346.272461
	Iteration 20F: 3 clusters Score -656805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -656810.062500 Penalty: 4346.272461
	Iteration 21Q: 3 clusters Score -656810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -656816.312500 Penalty: 4346.272461
	Iteration 22Q: 3 clusters Score -656816.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -656817.125000 Penalty: 4346.272461
	Iteration 23Q: 3 clusters Score -656817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -656823.562500 Penalty: 4346.272461
	Iteration 24Q: 3 clusters Score -656823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -656828.750000 Penalty: 4346.272461
	Iteration 25Q: 3 clusters Score -656828.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -656833.500000 Penalty: 4346.272461
	Iteration 26Q: 3 clusters Score -656833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -656836.562500 Penalty: 4346.272461
	Iteration 27Q: 3 clusters Score -656836.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -656839.187500 Penalty: 4346.272461
	Iteration 28Q: 3 clusters Score -656839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -656842.750000 Penalty: 4346.272461
	Iteration 29Q: 3 clusters Score -656842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -656845.250000 Penalty: 4346.272461
	Iteration 30Q: 3 clusters Score -656845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -656846.437500 Penalty: 4346.272461
	Iteration 31Q: 3 clusters Score -656846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -656849.000000 Penalty: 4346.272461
	Iteration 32Q: 3 clusters Score -656849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -656851.125000 Penalty: 4346.272461
	Iteration 33Q: 3 clusters Score -656851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -656853.312500 Penalty: 4346.272461
	Iteration 34Q: 3 clusters Score -656853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -656854.625000 Penalty: 4346.272461
	Iteration 35Q: 3 clusters Score -656854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -656854.000000 Penalty: 4346.272461
	Iteration 36Q: 3 clusters Score -656854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -656854.812500 Penalty: 4346.272461
	Iteration 37Q: 3 clusters Score -656854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -656855.625000 Penalty: 4346.272461
	Iteration 38Q: 3 clusters Score -656855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -656855.625000 Penalty: 4346.272461
	Iteration 39F: 3 clusters Score -656855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (54605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Entering Unmasked Estep 
Score: -6276494.500000 Penalty: 2705.154541
	Iteration 0F: 2 clusters Score -6276494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -6239703.000000 Penalty: 5410.309082
	Iteration 0F: 3 clusters Score -6239703 nChanged 25426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -6254482.000000 Penalty: 5410.309082
	Iteration 1F: 3 clusters Score -6254482 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -6255742.000000 Penalty: 5410.309082
	Iteration 2Q: 3 clusters Score -6255742 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -6257242.500000 Penalty: 5410.309082
	Iteration 3F: 3 clusters Score -6257242 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6259074.000000 Penalty: 5410.309082
	Iteration 4F: 3 clusters Score -6259074 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6261075.000000 Penalty: 5410.309082
	Iteration 5F: 3 clusters Score -6261075 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -6263096.000000 Penalty: 5410.309082
	Iteration 6F: 3 clusters Score -6263096 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -6265028.500000 Penalty: 5410.309082
	Iteration 7F: 3 clusters Score -6265028 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -6266607.000000 Penalty: 5410.309082
	Iteration 8F: 3 clusters Score -6266607 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6267887.000000 Penalty: 5410.309082
	Iteration 9Q: 3 clusters Score -6267887 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6269078.500000 Penalty: 5410.309082
	Iteration 10Q: 3 clusters Score -6269078 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -6270536.500000 Penalty: 5410.309082
	Iteration 11Q: 3 clusters Score -6270536 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -6272090.000000 Penalty: 5410.309082
	Iteration 12Q: 3 clusters Score -6272090 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -6273508.000000 Penalty: 5410.309082
	Iteration 13Q: 3 clusters Score -6273508 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6274402.500000 Penalty: 5410.309082
	Iteration 14Q: 3 clusters Score -6274402 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6274902.000000 Penalty: 5410.309082
	Iteration 15Q: 3 clusters Score -6274902 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -6275228.500000 Penalty: 5410.309082
	Iteration 16Q: 3 clusters Score -6275228 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -6275439.500000 Penalty: 5410.309082
	Iteration 17Q: 3 clusters Score -6275440 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -6275537.000000 Penalty: 5410.309082
	Iteration 18Q: 3 clusters Score -6275537 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -6275587.500000 Penalty: 5410.309082
	Iteration 19Q: 3 clusters Score -6275588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6275621.000000 Penalty: 5410.309082
	Iteration 20F: 3 clusters Score -6275621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -6275661.000000 Penalty: 5410.309082
	Iteration 21Q: 3 clusters Score -6275661 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6275673.000000 Penalty: 5410.309082
	Iteration 22Q: 3 clusters Score -6275673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -6275684.500000 Penalty: 5410.309082
	Iteration 23Q: 3 clusters Score -6275684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -6275687.500000 Penalty: 5410.309082
	Iteration 24Q: 3 clusters Score -6275688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -6275681.000000 Penalty: 5410.309082
	Iteration 25Q: 3 clusters Score -6275681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6275685.000000 Penalty: 5410.309082
	Iteration 26Q: 3 clusters Score -6275685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6275684.500000 Penalty: 5410.309082
	Iteration 27Q: 3 clusters Score -6275684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -6275687.000000 Penalty: 5410.309082
	Iteration 28Q: 3 clusters Score -6275687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -6275688.000000 Penalty: 5410.309082
	Iteration 29Q: 3 clusters Score -6275688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -6275689.000000 Penalty: 5410.309082
	Iteration 30Q: 3 clusters Score -6275689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -6275688.000000 Penalty: 5410.309082
	Iteration 31Q: 3 clusters Score -6275688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -6275691.000000 Penalty: 5410.309082
	Iteration 32Q: 3 clusters Score -6275691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -6275683.500000 Penalty: 5410.309082
	Iteration 33Q: 3 clusters Score -6275684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6275677.500000 Penalty: 5410.309082
	Iteration 34Q: 3 clusters Score -6275678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6275683.500000 Penalty: 5410.309082
	Iteration 35Q: 3 clusters Score -6275684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -6275685.000000 Penalty: 5410.309082
	Iteration 36Q: 3 clusters Score -6275685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6275687.000000 Penalty: 5410.309082
	Iteration 37Q: 3 clusters Score -6275687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6275687.000000 Penalty: 5410.309082
	Iteration 38F: 3 clusters Score -6275687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Entering Unmasked Estep 
Score: -4429626.500000 Penalty: 2617.453613
	Iteration 0F: 2 clusters Score -4429626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4403603.500000 Penalty: 5234.907227
	Iteration 0F: 3 clusters Score -4403604 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4413540.500000 Penalty: 5234.907227
	Iteration 1F: 3 clusters Score -4413540 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4414415.000000 Penalty: 5234.907227
	Iteration 2F: 3 clusters Score -4414415 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4415717.500000 Penalty: 5234.907227
	Iteration 3F: 3 clusters Score -4415718 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4417650.500000 Penalty: 5234.907227
	Iteration 4F: 3 clusters Score -4417650 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4420112.000000 Penalty: 5234.907227
	Iteration 5F: 3 clusters Score -4420112 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4422302.500000 Penalty: 5234.907227
	Iteration 6F: 3 clusters Score -4422302 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4423789.000000 Penalty: 5234.907227
	Iteration 7F: 3 clusters Score -4423789 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4424709.000000 Penalty: 5234.907227
	Iteration 8Q: 3 clusters Score -4424709 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4425252.500000 Penalty: 5234.907227
	Iteration 9Q: 3 clusters Score -4425252 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4425668.500000 Penalty: 5234.907227
	Iteration 10Q: 3 clusters Score -4425668 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4426032.500000 Penalty: 5234.907227
	Iteration 11Q: 3 clusters Score -4426032 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4426332.000000 Penalty: 5234.907227
	Iteration 12Q: 3 clusters Score -4426332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4426601.000000 Penalty: 5234.907227
	Iteration 13Q: 3 clusters Score -4426601 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4426794.500000 Penalty: 5234.907227
	Iteration 14Q: 3 clusters Score -4426794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4426963.000000 Penalty: 5234.907227
	Iteration 15Q: 3 clusters Score -4426963 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4427131.500000 Penalty: 5234.907227
	Iteration 16Q: 3 clusters Score -4427132 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4427240.000000 Penalty: 5234.907227
	Iteration 17Q: 3 clusters Score -4427240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4427320.000000 Penalty: 5234.907227
	Iteration 18Q: 3 clusters Score -4427320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4427405.500000 Penalty: 5234.907227
	Iteration 19Q: 3 clusters Score -4427406 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4427505.000000 Penalty: 5234.907227
	Iteration 20F: 3 clusters Score -4427505 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4427595.000000 Penalty: 5234.907227
	Iteration 21Q: 3 clusters Score -4427595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4427684.500000 Penalty: 5234.907227
	Iteration 22Q: 3 clusters Score -4427684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4427797.500000 Penalty: 5234.907227
	Iteration 23Q: 3 clusters Score -4427798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4427911.500000 Penalty: 5234.907227
	Iteration 24Q: 3 clusters Score -4427912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4427997.500000 Penalty: 5234.907227
	Iteration 25Q: 3 clusters Score -4427998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4428077.000000 Penalty: 5234.907227
	Iteration 26Q: 3 clusters Score -4428077 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4428142.500000 Penalty: 5234.907227
	Iteration 27Q: 3 clusters Score -4428142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4428193.500000 Penalty: 5234.907227
	Iteration 28Q: 3 clusters Score -4428194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4428241.500000 Penalty: 5234.907227
	Iteration 29Q: 3 clusters Score -4428242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4428287.500000 Penalty: 5234.907227
	Iteration 30Q: 3 clusters Score -4428288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4428308.000000 Penalty: 5234.907227
	Iteration 31Q: 3 clusters Score -4428308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4428316.000000 Penalty: 5234.907227
	Iteration 32Q: 3 clusters Score -4428316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4428348.500000 Penalty: 5234.907227
	Iteration 33Q: 3 clusters Score -4428348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4428353.500000 Penalty: 5234.907227
	Iteration 34Q: 3 clusters Score -4428354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4428364.500000 Penalty: 5234.907227
	Iteration 35Q: 3 clusters Score -4428364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4428374.000000 Penalty: 5234.907227
	Iteration 36Q: 3 clusters Score -4428374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4428383.000000 Penalty: 5234.907227
	Iteration 37Q: 3 clusters Score -4428383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4428394.500000 Penalty: 5234.907227
	Iteration 38Q: 3 clusters Score -4428394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4428404.000000 Penalty: 5234.907227
	Iteration 39Q: 3 clusters Score -4428404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4428403.000000 Penalty: 5234.907227
	Iteration 40F: 3 clusters Score -4428403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4428408.500000 Penalty: 5234.907227
	Iteration 41Q: 3 clusters Score -4428408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4428424.500000 Penalty: 5234.907227
	Iteration 42Q: 3 clusters Score -4428424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4428440.500000 Penalty: 5234.907227
	Iteration 43Q: 3 clusters Score -4428440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4428443.500000 Penalty: 5234.907227
	Iteration 44Q: 3 clusters Score -4428444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4428448.500000 Penalty: 5234.907227
	Iteration 45Q: 3 clusters Score -4428448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4428453.500000 Penalty: 5234.907227
	Iteration 46Q: 3 clusters Score -4428454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4428457.000000 Penalty: 5234.907227
	Iteration 47Q: 3 clusters Score -4428457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4428464.000000 Penalty: 5234.907227
	Iteration 48Q: 3 clusters Score -4428464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4428469.500000 Penalty: 5234.907227
	Iteration 49Q: 3 clusters Score -4428470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4428468.000000 Penalty: 5234.907227
	Iteration 50Q: 3 clusters Score -4428468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4428468.500000 Penalty: 5234.907227
	Iteration 51Q: 3 clusters Score -4428468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4428480.000000 Penalty: 5234.907227
	Iteration 52Q: 3 clusters Score -4428480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4428478.000000 Penalty: 5234.907227
	Iteration 53Q: 3 clusters Score -4428478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4428476.000000 Penalty: 5234.907227
	Iteration 54Q: 3 clusters Score -4428476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4428476.000000 Penalty: 5234.907227
	Iteration 55F: 3 clusters Score -4428476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -561101.500000 Penalty: 2149.243164
	Iteration 0F: 2 clusters Score -561101.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -556140.625000 Penalty: 4298.486328
	Iteration 0F: 3 clusters Score -556140.6 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -557640.000000 Penalty: 4298.486328
	Iteration 1F: 3 clusters Score -557640 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -558187.812500 Penalty: 4298.486328
	Iteration 2F: 3 clusters Score -558187.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -558635.750000 Penalty: 4298.486328
	Iteration 3F: 3 clusters Score -558635.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -559054.187500 Penalty: 4298.486328
	Iteration 4F: 3 clusters Score -559054.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -559347.812500 Penalty: 4298.486328
	Iteration 5F: 3 clusters Score -559347.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -559515.187500 Penalty: 4298.486328
	Iteration 6Q: 3 clusters Score -559515.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -559634.937500 Penalty: 4298.486328
	Iteration 7Q: 3 clusters Score -559634.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -559727.312500 Penalty: 4298.486328
	Iteration 8Q: 3 clusters Score -559727.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -559799.312500 Penalty: 4298.486328
	Iteration 9Q: 3 clusters Score -559799.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -559852.375000 Penalty: 4298.486328
	Iteration 10Q: 3 clusters Score -559852.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -559883.312500 Penalty: 4298.486328
	Iteration 11Q: 3 clusters Score -559883.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -559911.750000 Penalty: 4298.486328
	Iteration 12Q: 3 clusters Score -559911.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -559947.437500 Penalty: 4298.486328
	Iteration 13Q: 3 clusters Score -559947.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -559982.625000 Penalty: 4298.486328
	Iteration 14Q: 3 clusters Score -559982.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -560020.937500 Penalty: 4298.486328
	Iteration 15Q: 3 clusters Score -560020.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -560060.687500 Penalty: 4298.486328
	Iteration 16Q: 3 clusters Score -560060.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -560089.062500 Penalty: 4298.486328
	Iteration 17Q: 3 clusters Score -560089.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -560111.562500 Penalty: 4298.486328
	Iteration 18Q: 3 clusters Score -560111.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -560143.437500 Penalty: 4298.486328
	Iteration 19Q: 3 clusters Score -560143.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -560179.500000 Penalty: 4298.486328
	Iteration 20F: 3 clusters Score -560179.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -560216.250000 Penalty: 4298.486328
	Iteration 21Q: 3 clusters Score -560216.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -560248.375000 Penalty: 4298.486328
	Iteration 22Q: 3 clusters Score -560248.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -560278.687500 Penalty: 4298.486328
	Iteration 23Q: 3 clusters Score -560278.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -560306.375000 Penalty: 4298.486328
	Iteration 24Q: 3 clusters Score -560306.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -560325.062500 Penalty: 4298.486328
	Iteration 25Q: 3 clusters Score -560325.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -560341.437500 Penalty: 4298.486328
	Iteration 26Q: 3 clusters Score -560341.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -560355.187500 Penalty: 4298.486328
	Iteration 27Q: 3 clusters Score -560355.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -560367.812500 Penalty: 4298.486328
	Iteration 28Q: 3 clusters Score -560367.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -560375.750000 Penalty: 4298.486328
	Iteration 29Q: 3 clusters Score -560375.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -560386.437500 Penalty: 4298.486328
	Iteration 30Q: 3 clusters Score -560386.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -560392.125000 Penalty: 4298.486328
	Iteration 31Q: 3 clusters Score -560392.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -560400.562500 Penalty: 4298.486328
	Iteration 32Q: 3 clusters Score -560400.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -560406.125000 Penalty: 4298.486328
	Iteration 33Q: 3 clusters Score -560406.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -560411.000000 Penalty: 4298.486328
	Iteration 34Q: 3 clusters Score -560411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -560414.000000 Penalty: 4298.486328
	Iteration 35Q: 3 clusters Score -560414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -560418.562500 Penalty: 4298.486328
	Iteration 36Q: 3 clusters Score -560418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -560421.125000 Penalty: 4298.486328
	Iteration 37Q: 3 clusters Score -560421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -560423.250000 Penalty: 4298.486328
	Iteration 38Q: 3 clusters Score -560423.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -560426.562500 Penalty: 4298.486328
	Iteration 39Q: 3 clusters Score -560426.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -560427.125000 Penalty: 4298.486328
	Iteration 40F: 3 clusters Score -560427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -560429.312500 Penalty: 4298.486328
	Iteration 41Q: 3 clusters Score -560429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -560432.500000 Penalty: 4298.486328
	Iteration 42Q: 3 clusters Score -560432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -560434.250000 Penalty: 4298.486328
	Iteration 43Q: 3 clusters Score -560434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -560436.437500 Penalty: 4298.486328
	Iteration 44Q: 3 clusters Score -560436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -560437.875000 Penalty: 4298.486328
	Iteration 45Q: 3 clusters Score -560437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -560440.187500 Penalty: 4298.486328
	Iteration 46Q: 3 clusters Score -560440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -560442.125000 Penalty: 4298.486328
	Iteration 47Q: 3 clusters Score -560442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -560443.125000 Penalty: 4298.486328
	Iteration 48Q: 3 clusters Score -560443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -560444.312500 Penalty: 4298.486328
	Iteration 49Q: 3 clusters Score -560444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -560444.500000 Penalty: 4298.486328
	Iteration 50Q: 3 clusters Score -560444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -560443.500000 Penalty: 4298.486328
	Iteration 51Q: 3 clusters Score -560443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -560445.250000 Penalty: 4298.486328
	Iteration 52Q: 3 clusters Score -560445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -560445.812500 Penalty: 4298.486328
	Iteration 53Q: 3 clusters Score -560445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -560448.312500 Penalty: 4298.486328
	Iteration 54Q: 3 clusters Score -560448.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -560452.375000 Penalty: 4298.486328
	Iteration 55Q: 3 clusters Score -560452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -560453.625000 Penalty: 4298.486328
	Iteration 56Q: 3 clusters Score -560453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -560454.000000 Penalty: 4298.486328
	Iteration 57Q: 3 clusters Score -560454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -560455.062500 Penalty: 4298.486328
	Iteration 58Q: 3 clusters Score -560455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -560456.000000 Penalty: 4298.486328
	Iteration 59Q: 3 clusters Score -560456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -560456.437500 Penalty: 4298.486328
	Iteration 60F: 3 clusters Score -560456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -560457.125000 Penalty: 4298.486328
	Iteration 61Q: 3 clusters Score -560457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -560457.250000 Penalty: 4298.486328
	Iteration 62Q: 3 clusters Score -560457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -560457.250000 Penalty: 4298.486328
	Iteration 63F: 3 clusters Score -560457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Entering Unmasked Estep 
Score: -4830394.500000 Penalty: 2638.329102
	Iteration 0F: 2 clusters Score -4830394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4802101.000000 Penalty: 5276.658203
	Iteration 0F: 3 clusters Score -4802101 nChanged 19127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4812787.000000 Penalty: 5276.658203
	Iteration 1F: 3 clusters Score -4812787 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4813481.000000 Penalty: 5276.658203
	Iteration 2Q: 3 clusters Score -4813481 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4814258.000000 Penalty: 5276.658203
	Iteration 3Q: 3 clusters Score -4814258 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4815231.000000 Penalty: 5276.658203
	Iteration 4Q: 3 clusters Score -4815231 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4816334.500000 Penalty: 5276.658203
	Iteration 5F: 3 clusters Score -4816334 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4817782.500000 Penalty: 5276.658203
	Iteration 6F: 3 clusters Score -4817782 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4819440.500000 Penalty: 5276.658203
	Iteration 7F: 3 clusters Score -4819440 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4821351.500000 Penalty: 5276.658203
	Iteration 8F: 3 clusters Score -4821352 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4823469.500000 Penalty: 5276.658203
	Iteration 9F: 3 clusters Score -4823470 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -4825270.500000 Penalty: 5276.658203
	Iteration 10Q: 3 clusters Score -4825270 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4826515.500000 Penalty: 5276.658203
	Iteration 11Q: 3 clusters Score -4826516 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -4827267.000000 Penalty: 5276.658203
	Iteration 12Q: 3 clusters Score -4827267 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -4827626.500000 Penalty: 5276.658203
	Iteration 13Q: 3 clusters Score -4827626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4827814.500000 Penalty: 5276.658203
	Iteration 14Q: 3 clusters Score -4827814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4827926.000000 Penalty: 5276.658203
	Iteration 15Q: 3 clusters Score -4827926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -4827997.000000 Penalty: 5276.658203
	Iteration 16Q: 3 clusters Score -4827997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4828040.000000 Penalty: 5276.658203
	Iteration 17Q: 3 clusters Score -4828040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -4828070.000000 Penalty: 5276.658203
	Iteration 18Q: 3 clusters Score -4828070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4828090.500000 Penalty: 5276.658203
	Iteration 19Q: 3 clusters Score -4828090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -4828098.500000 Penalty: 5276.658203
	Iteration 20F: 3 clusters Score -4828098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4828108.000000 Penalty: 5276.658203
	Iteration 21Q: 3 clusters Score -4828108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -4828107.000000 Penalty: 5276.658203
	Iteration 22Q: 3 clusters Score -4828107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -4828114.000000 Penalty: 5276.658203
	Iteration 23Q: 3 clusters Score -4828114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4828113.000000 Penalty: 5276.658203
	Iteration 24Q: 3 clusters Score -4828113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4828112.500000 Penalty: 5276.658203
	Iteration 25Q: 3 clusters Score -4828112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4828116.000000 Penalty: 5276.658203
	Iteration 26Q: 3 clusters Score -4828116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4828119.500000 Penalty: 5276.658203
	Iteration 27Q: 3 clusters Score -4828120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -4828120.000000 Penalty: 5276.658203
	Iteration 28Q: 3 clusters Score -4828120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4828121.500000 Penalty: 5276.658203
	Iteration 29Q: 3 clusters Score -4828122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4828121.500000 Penalty: 5276.658203
	Iteration 30F: 3 clusters Score -4828122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Entering Unmasked Estep 
Score: -1013951.625000 Penalty: 2280.517090
	Iteration 0F: 2 clusters Score -1013952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1006482.437500 Penalty: 4561.034180
	Iteration 0F: 3 clusters Score -1006482 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1008963.937500 Penalty: 4561.034180
	Iteration 1F: 3 clusters Score -1008964 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1009790.812500 Penalty: 4561.034180
	Iteration 2F: 3 clusters Score -1009791 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1010688.750000 Penalty: 4561.034180
	Iteration 3F: 3 clusters Score -1010689 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1011555.687500 Penalty: 4561.034180
	Iteration 4F: 3 clusters Score -1011556 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1012143.000000 Penalty: 4561.034180
	Iteration 5F: 3 clusters Score -1012143 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1012507.875000 Penalty: 4561.034180
	Iteration 6F: 3 clusters Score -1012508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1012723.812500 Penalty: 4561.034180
	Iteration 7Q: 3 clusters Score -1012724 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1012870.375000 Penalty: 4561.034180
	Iteration 8Q: 3 clusters Score -1012870 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1012973.375000 Penalty: 4561.034180
	Iteration 9Q: 3 clusters Score -1012973 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1013054.875000 Penalty: 4561.034180
	Iteration 10Q: 3 clusters Score -1013055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1013111.312500 Penalty: 4561.034180
	Iteration 11Q: 3 clusters Score -1013111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1013146.125000 Penalty: 4561.034180
	Iteration 12Q: 3 clusters Score -1013146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1013168.812500 Penalty: 4561.034180
	Iteration 13Q: 3 clusters Score -1013169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1013187.125000 Penalty: 4561.034180
	Iteration 14Q: 3 clusters Score -1013187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1013202.562500 Penalty: 4561.034180
	Iteration 15Q: 3 clusters Score -1013203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1013214.250000 Penalty: 4561.034180
	Iteration 16Q: 3 clusters Score -1013214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1013223.187500 Penalty: 4561.034180
	Iteration 17Q: 3 clusters Score -1013223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1013230.375000 Penalty: 4561.034180
	Iteration 18Q: 3 clusters Score -1013230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1013239.937500 Penalty: 4561.034180
	Iteration 19Q: 3 clusters Score -1013240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1013253.562500 Penalty: 4561.034180
	Iteration 20F: 3 clusters Score -1013254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1013267.750000 Penalty: 4561.034180
	Iteration 21Q: 3 clusters Score -1013268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1013279.125000 Penalty: 4561.034180
	Iteration 22Q: 3 clusters Score -1013279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1013287.625000 Penalty: 4561.034180
	Iteration 23Q: 3 clusters Score -1013288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1013295.000000 Penalty: 4561.034180
	Iteration 24Q: 3 clusters Score -1013295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1013303.062500 Penalty: 4561.034180
	Iteration 25Q: 3 clusters Score -1013303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1013322.375000 Penalty: 4561.034180
	Iteration 26Q: 3 clusters Score -1013322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1013336.562500 Penalty: 4561.034180
	Iteration 27Q: 3 clusters Score -1013337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1013348.312500 Penalty: 4561.034180
	Iteration 28Q: 3 clusters Score -1013348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1013365.375000 Penalty: 4561.034180
	Iteration 29Q: 3 clusters Score -1013365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1013375.750000 Penalty: 4561.034180
	Iteration 30Q: 3 clusters Score -1013376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1013385.937500 Penalty: 4561.034180
	Iteration 31Q: 3 clusters Score -1013386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1013392.437500 Penalty: 4561.034180
	Iteration 32Q: 3 clusters Score -1013392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1013400.000000 Penalty: 4561.034180
	Iteration 33Q: 3 clusters Score -1013400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1013409.500000 Penalty: 4561.034180
	Iteration 34Q: 3 clusters Score -1013410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1013411.750000 Penalty: 4561.034180
	Iteration 35Q: 3 clusters Score -1013412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1013421.312500 Penalty: 4561.034180
	Iteration 36Q: 3 clusters Score -1013421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1013425.062500 Penalty: 4561.034180
	Iteration 37Q: 3 clusters Score -1013425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1013429.062500 Penalty: 4561.034180
	Iteration 38Q: 3 clusters Score -1013429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1013434.500000 Penalty: 4561.034180
	Iteration 39Q: 3 clusters Score -1013434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1013438.250000 Penalty: 4561.034180
	Iteration 40F: 3 clusters Score -1013438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1013439.312500 Penalty: 4561.034180
	Iteration 41Q: 3 clusters Score -1013439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1013440.937500 Penalty: 4561.034180
	Iteration 42Q: 3 clusters Score -1013441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1013444.875000 Penalty: 4561.034180
	Iteration 43Q: 3 clusters Score -1013445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1013446.375000 Penalty: 4561.034180
	Iteration 44Q: 3 clusters Score -1013446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1013451.062500 Penalty: 4561.034180
	Iteration 45Q: 3 clusters Score -1013451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1013451.062500 Penalty: 4561.034180
	Iteration 46Q: 3 clusters Score -1013451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1013453.250000 Penalty: 4561.034180
	Iteration 47Q: 3 clusters Score -1013453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1013453.125000 Penalty: 4561.034180
	Iteration 48Q: 3 clusters Score -1013453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1013452.125000 Penalty: 4561.034180
	Iteration 49Q: 3 clusters Score -1013452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1013454.062500 Penalty: 4561.034180
	Iteration 50Q: 3 clusters Score -1013454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1013454.312500 Penalty: 4561.034180
	Iteration 51Q: 3 clusters Score -1013454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1013453.812500 Penalty: 4561.034180
	Iteration 52Q: 3 clusters Score -1013454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1013459.187500 Penalty: 4561.034180
	Iteration 53Q: 3 clusters Score -1013459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1013459.062500 Penalty: 4561.034180
	Iteration 54Q: 3 clusters Score -1013459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1013459.562500 Penalty: 4561.034180
	Iteration 55Q: 3 clusters Score -1013460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1013459.875000 Penalty: 4561.034180
	Iteration 56Q: 3 clusters Score -1013460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1013459.875000 Penalty: 4561.034180
	Iteration 57F: 3 clusters Score -1013460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -140136.765625 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -140136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138047.515625 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -138047.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138467.890625 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -138467.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138602.468750 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -138602.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138659.031250 Penalty: 3547.525391
	Iteration 3Q: 3 clusters Score -138659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138717.234375 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -138717.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138760.203125 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -138760.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138792.875000 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -138792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138824.156250 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -138824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -138841.718750 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -138841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138844.359375 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -138844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138844.359375 Penalty: 3547.525391
	Iteration 10F: 3 clusters Score -138844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Entering Unmasked Estep 
Score: -1280511.375000 Penalty: 2322.974121
	Iteration 0F: 2 clusters Score -1280511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1271789.250000 Penalty: 4645.948242
	Iteration 0F: 3 clusters Score -1271789 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1274470.875000 Penalty: 4645.948242
	Iteration 1F: 3 clusters Score -1274471 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1274867.500000 Penalty: 4645.948242
	Iteration 2F: 3 clusters Score -1274868 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1275152.750000 Penalty: 4645.948242
	Iteration 3F: 3 clusters Score -1275153 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1275396.625000 Penalty: 4645.948242
	Iteration 4Q: 3 clusters Score -1275397 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1275623.500000 Penalty: 4645.948242
	Iteration 5Q: 3 clusters Score -1275624 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1275848.125000 Penalty: 4645.948242
	Iteration 6Q: 3 clusters Score -1275848 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1276044.500000 Penalty: 4645.948242
	Iteration 7Q: 3 clusters Score -1276044 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1276262.750000 Penalty: 4645.948242
	Iteration 8Q: 3 clusters Score -1276263 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1276478.000000 Penalty: 4645.948242
	Iteration 9Q: 3 clusters Score -1276478 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1276685.750000 Penalty: 4645.948242
	Iteration 10Q: 3 clusters Score -1276686 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1276890.125000 Penalty: 4645.948242
	Iteration 11Q: 3 clusters Score -1276890 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1277061.000000 Penalty: 4645.948242
	Iteration 12Q: 3 clusters Score -1277061 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1277205.500000 Penalty: 4645.948242
	Iteration 13Q: 3 clusters Score -1277206 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1277314.875000 Penalty: 4645.948242
	Iteration 14Q: 3 clusters Score -1277315 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1277398.875000 Penalty: 4645.948242
	Iteration 15Q: 3 clusters Score -1277399 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1277493.625000 Penalty: 4645.948242
	Iteration 16Q: 3 clusters Score -1277494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1277568.500000 Penalty: 4645.948242
	Iteration 17Q: 3 clusters Score -1277568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1277642.375000 Penalty: 4645.948242
	Iteration 18Q: 3 clusters Score -1277642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1277695.375000 Penalty: 4645.948242
	Iteration 19Q: 3 clusters Score -1277695 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1277741.250000 Penalty: 4645.948242
	Iteration 20F: 3 clusters Score -1277741 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1277788.625000 Penalty: 4645.948242
	Iteration 21Q: 3 clusters Score -1277789 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1277832.625000 Penalty: 4645.948242
	Iteration 22Q: 3 clusters Score -1277833 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1277868.500000 Penalty: 4645.948242
	Iteration 23Q: 3 clusters Score -1277868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1277897.750000 Penalty: 4645.948242
	Iteration 24Q: 3 clusters Score -1277898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1277938.500000 Penalty: 4645.948242
	Iteration 25Q: 3 clusters Score -1277938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1277966.125000 Penalty: 4645.948242
	Iteration 26Q: 3 clusters Score -1277966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1277997.625000 Penalty: 4645.948242
	Iteration 27Q: 3 clusters Score -1277998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1278023.500000 Penalty: 4645.948242
	Iteration 28Q: 3 clusters Score -1278024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1278048.750000 Penalty: 4645.948242
	Iteration 29Q: 3 clusters Score -1278049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1278067.125000 Penalty: 4645.948242
	Iteration 30Q: 3 clusters Score -1278067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1278083.000000 Penalty: 4645.948242
	Iteration 31Q: 3 clusters Score -1278083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1278106.125000 Penalty: 4645.948242
	Iteration 32Q: 3 clusters Score -1278106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1278131.625000 Penalty: 4645.948242
	Iteration 33Q: 3 clusters Score -1278132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1278148.625000 Penalty: 4645.948242
	Iteration 34Q: 3 clusters Score -1278149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1278168.000000 Penalty: 4645.948242
	Iteration 35Q: 3 clusters Score -1278168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1278188.875000 Penalty: 4645.948242
	Iteration 36Q: 3 clusters Score -1278189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1278208.875000 Penalty: 4645.948242
	Iteration 37Q: 3 clusters Score -1278209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1278227.750000 Penalty: 4645.948242
	Iteration 38Q: 3 clusters Score -1278228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1278250.875000 Penalty: 4645.948242
	Iteration 39Q: 3 clusters Score -1278251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1278254.500000 Penalty: 4645.948242
	Iteration 40F: 3 clusters Score -1278254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1278266.000000 Penalty: 4645.948242
	Iteration 41Q: 3 clusters Score -1278266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1278272.500000 Penalty: 4645.948242
	Iteration 42Q: 3 clusters Score -1278272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1278275.875000 Penalty: 4645.948242
	Iteration 43Q: 3 clusters Score -1278276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1278281.375000 Penalty: 4645.948242
	Iteration 44Q: 3 clusters Score -1278281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1278284.500000 Penalty: 4645.948242
	Iteration 45Q: 3 clusters Score -1278284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1278290.625000 Penalty: 4645.948242
	Iteration 46Q: 3 clusters Score -1278291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1278300.750000 Penalty: 4645.948242
	Iteration 47Q: 3 clusters Score -1278301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1278303.375000 Penalty: 4645.948242
	Iteration 48Q: 3 clusters Score -1278303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1278309.750000 Penalty: 4645.948242
	Iteration 49Q: 3 clusters Score -1278310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1278319.375000 Penalty: 4645.948242
	Iteration 50Q: 3 clusters Score -1278319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1278321.125000 Penalty: 4645.948242
	Iteration 51Q: 3 clusters Score -1278321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1278327.500000 Penalty: 4645.948242
	Iteration 52Q: 3 clusters Score -1278328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1278328.500000 Penalty: 4645.948242
	Iteration 53Q: 3 clusters Score -1278328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1278332.125000 Penalty: 4645.948242
	Iteration 54Q: 3 clusters Score -1278332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1278333.375000 Penalty: 4645.948242
	Iteration 55Q: 3 clusters Score -1278333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1278333.625000 Penalty: 4645.948242
	Iteration 56Q: 3 clusters Score -1278334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1278335.750000 Penalty: 4645.948242
	Iteration 57Q: 3 clusters Score -1278336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1278336.000000 Penalty: 4645.948242
	Iteration 58Q: 3 clusters Score -1278336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1278335.500000 Penalty: 4645.948242
	Iteration 59Q: 3 clusters Score -1278336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1278337.000000 Penalty: 4645.948242
	Iteration 60F: 3 clusters Score -1278337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1278337.000000 Penalty: 4645.948242
	Iteration 61Q: 3 clusters Score -1278337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1278337.875000 Penalty: 4645.948242
	Iteration 62Q: 3 clusters Score -1278338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1278338.000000 Penalty: 4645.948242
	Iteration 63Q: 3 clusters Score -1278338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1278341.875000 Penalty: 4645.948242
	Iteration 64Q: 3 clusters Score -1278342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1278343.000000 Penalty: 4645.948242
	Iteration 65Q: 3 clusters Score -1278343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1278345.375000 Penalty: 4645.948242
	Iteration 66Q: 3 clusters Score -1278345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1278346.875000 Penalty: 4645.948242
	Iteration 67Q: 3 clusters Score -1278347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1278347.875000 Penalty: 4645.948242
	Iteration 68Q: 3 clusters Score -1278348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1278350.750000 Penalty: 4645.948242
	Iteration 69Q: 3 clusters Score -1278351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1278352.000000 Penalty: 4645.948242
	Iteration 70Q: 3 clusters Score -1278352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1278357.875000 Penalty: 4645.948242
	Iteration 71Q: 3 clusters Score -1278358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1278358.625000 Penalty: 4645.948242
	Iteration 72Q: 3 clusters Score -1278359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1278365.000000 Penalty: 4645.948242
	Iteration 73Q: 3 clusters Score -1278365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1278363.875000 Penalty: 4645.948242
	Iteration 74Q: 3 clusters Score -1278364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1278363.875000 Penalty: 4645.948242
	Iteration 75Q: 3 clusters Score -1278364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1278366.000000 Penalty: 4645.948242
	Iteration 76Q: 3 clusters Score -1278366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1278367.750000 Penalty: 4645.948242
	Iteration 77Q: 3 clusters Score -1278368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1278367.875000 Penalty: 4645.948242
	Iteration 78Q: 3 clusters Score -1278368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1278368.875000 Penalty: 4645.948242
	Iteration 79Q: 3 clusters Score -1278369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1278373.000000 Penalty: 4645.948242
	Iteration 80F: 3 clusters Score -1278373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1278372.250000 Penalty: 4645.948242
	Iteration 81Q: 3 clusters Score -1278372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1278370.250000 Penalty: 4645.948242
	Iteration 82Q: 3 clusters Score -1278370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1278371.875000 Penalty: 4645.948242
	Iteration 83Q: 3 clusters Score -1278372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1278372.875000 Penalty: 4645.948242
	Iteration 84Q: 3 clusters Score -1278373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1278376.125000 Penalty: 4645.948242
	Iteration 85Q: 3 clusters Score -1278376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1278378.125000 Penalty: 4645.948242
	Iteration 86Q: 3 clusters Score -1278378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1278381.875000 Penalty: 4645.948242
	Iteration 87Q: 3 clusters Score -1278382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1278386.250000 Penalty: 4645.948242
	Iteration 88Q: 3 clusters Score -1278386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1278385.375000 Penalty: 4645.948242
	Iteration 89Q: 3 clusters Score -1278385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1278386.250000 Penalty: 4645.948242
	Iteration 90Q: 3 clusters Score -1278386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1278387.250000 Penalty: 4645.948242
	Iteration 91Q: 3 clusters Score -1278387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1278387.250000 Penalty: 4645.948242
	Iteration 92F: 3 clusters Score -1278387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Entering Unmasked Estep 
Score: -2354319.000000 Penalty: 2463.708496
	Iteration 0F: 2 clusters Score -2354319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2339817.000000 Penalty: 4927.416992
	Iteration 0F: 3 clusters Score -2339817 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2344745.750000 Penalty: 4927.416992
	Iteration 1F: 3 clusters Score -2344746 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2345267.500000 Penalty: 4927.416992
	Iteration 2F: 3 clusters Score -2345268 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2345865.250000 Penalty: 4927.416992
	Iteration 3F: 3 clusters Score -2345865 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2346745.250000 Penalty: 4927.416992
	Iteration 4F: 3 clusters Score -2346745 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2347738.500000 Penalty: 4927.416992
	Iteration 5F: 3 clusters Score -2347738 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2348561.000000 Penalty: 4927.416992
	Iteration 6F: 3 clusters Score -2348561 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2349138.250000 Penalty: 4927.416992
	Iteration 7F: 3 clusters Score -2349138 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2349538.250000 Penalty: 4927.416992
	Iteration 8Q: 3 clusters Score -2349538 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2349828.250000 Penalty: 4927.416992
	Iteration 9Q: 3 clusters Score -2349828 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2350053.500000 Penalty: 4927.416992
	Iteration 10Q: 3 clusters Score -2350054 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2350227.750000 Penalty: 4927.416992
	Iteration 11Q: 3 clusters Score -2350228 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2350425.250000 Penalty: 4927.416992
	Iteration 12Q: 3 clusters Score -2350425 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2350624.500000 Penalty: 4927.416992
	Iteration 13Q: 3 clusters Score -2350624 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2350837.750000 Penalty: 4927.416992
	Iteration 14Q: 3 clusters Score -2350838 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2351088.500000 Penalty: 4927.416992
	Iteration 15Q: 3 clusters Score -2351088 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2351414.750000 Penalty: 4927.416992
	Iteration 16Q: 3 clusters Score -2351415 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2351885.750000 Penalty: 4927.416992
	Iteration 17Q: 3 clusters Score -2351886 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2352361.250000 Penalty: 4927.416992
	Iteration 18Q: 3 clusters Score -2352361 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2352631.250000 Penalty: 4927.416992
	Iteration 19Q: 3 clusters Score -2352631 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2352792.000000 Penalty: 4927.416992
	Iteration 20F: 3 clusters Score -2352792 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2352879.250000 Penalty: 4927.416992
	Iteration 21Q: 3 clusters Score -2352879 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2352933.250000 Penalty: 4927.416992
	Iteration 22Q: 3 clusters Score -2352933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2352968.250000 Penalty: 4927.416992
	Iteration 23Q: 3 clusters Score -2352968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2352992.000000 Penalty: 4927.416992
	Iteration 24Q: 3 clusters Score -2352992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2353007.750000 Penalty: 4927.416992
	Iteration 25Q: 3 clusters Score -2353008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2353021.750000 Penalty: 4927.416992
	Iteration 26Q: 3 clusters Score -2353022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2353029.500000 Penalty: 4927.416992
	Iteration 27Q: 3 clusters Score -2353030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2353048.500000 Penalty: 4927.416992
	Iteration 28Q: 3 clusters Score -2353048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2353051.250000 Penalty: 4927.416992
	Iteration 29Q: 3 clusters Score -2353051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2353056.750000 Penalty: 4927.416992
	Iteration 30Q: 3 clusters Score -2353057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2353058.500000 Penalty: 4927.416992
	Iteration 31Q: 3 clusters Score -2353058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2353058.750000 Penalty: 4927.416992
	Iteration 32Q: 3 clusters Score -2353059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2353059.000000 Penalty: 4927.416992
	Iteration 33Q: 3 clusters Score -2353059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2353063.250000 Penalty: 4927.416992
	Iteration 34Q: 3 clusters Score -2353063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2353065.500000 Penalty: 4927.416992
	Iteration 35Q: 3 clusters Score -2353066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2353067.250000 Penalty: 4927.416992
	Iteration 36Q: 3 clusters Score -2353067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2353069.000000 Penalty: 4927.416992
	Iteration 37Q: 3 clusters Score -2353069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2353071.250000 Penalty: 4927.416992
	Iteration 38Q: 3 clusters Score -2353071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2353069.000000 Penalty: 4927.416992
	Iteration 39Q: 3 clusters Score -2353069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2353068.000000 Penalty: 4927.416992
	Iteration 40F: 3 clusters Score -2353068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2353074.000000 Penalty: 4927.416992
	Iteration 41Q: 3 clusters Score -2353074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2353075.250000 Penalty: 4927.416992
	Iteration 42Q: 3 clusters Score -2353075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2353083.000000 Penalty: 4927.416992
	Iteration 43Q: 3 clusters Score -2353083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2353088.000000 Penalty: 4927.416992
	Iteration 44Q: 3 clusters Score -2353088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2353091.500000 Penalty: 4927.416992
	Iteration 45Q: 3 clusters Score -2353092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2353093.250000 Penalty: 4927.416992
	Iteration 46Q: 3 clusters Score -2353093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2353096.500000 Penalty: 4927.416992
	Iteration 47Q: 3 clusters Score -2353096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2353096.250000 Penalty: 4927.416992
	Iteration 48Q: 3 clusters Score -2353096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2353102.750000 Penalty: 4927.416992
	Iteration 49Q: 3 clusters Score -2353103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2353105.750000 Penalty: 4927.416992
	Iteration 50Q: 3 clusters Score -2353106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2353106.750000 Penalty: 4927.416992
	Iteration 51Q: 3 clusters Score -2353107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2353107.750000 Penalty: 4927.416992
	Iteration 52Q: 3 clusters Score -2353108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2353112.750000 Penalty: 4927.416992
	Iteration 53Q: 3 clusters Score -2353113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2353111.250000 Penalty: 4927.416992
	Iteration 54Q: 3 clusters Score -2353111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2353116.000000 Penalty: 4927.416992
	Iteration 55Q: 3 clusters Score -2353116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2353117.000000 Penalty: 4927.416992
	Iteration 56Q: 3 clusters Score -2353117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2353117.000000 Penalty: 4927.416992
	Iteration 57F: 3 clusters Score -2353117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Entering Unmasked Estep 
Score: -1868800.250000 Penalty: 2407.543701
	Iteration 0F: 2 clusters Score -1868800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1857054.625000 Penalty: 4815.087402
	Iteration 0F: 3 clusters Score -1857055 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1861048.875000 Penalty: 4815.087402
	Iteration 1F: 3 clusters Score -1861049 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1861618.625000 Penalty: 4815.087402
	Iteration 2F: 3 clusters Score -1861619 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1862267.750000 Penalty: 4815.087402
	Iteration 3F: 3 clusters Score -1862268 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1863041.625000 Penalty: 4815.087402
	Iteration 4F: 3 clusters Score -1863042 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1863891.750000 Penalty: 4815.087402
	Iteration 5F: 3 clusters Score -1863892 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1864712.000000 Penalty: 4815.087402
	Iteration 6F: 3 clusters Score -1864712 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1865513.625000 Penalty: 4815.087402
	Iteration 7F: 3 clusters Score -1865514 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1866218.125000 Penalty: 4815.087402
	Iteration 8Q: 3 clusters Score -1866218 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1866732.125000 Penalty: 4815.087402
	Iteration 9Q: 3 clusters Score -1866732 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1867095.750000 Penalty: 4815.087402
	Iteration 10Q: 3 clusters Score -1867096 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1867386.000000 Penalty: 4815.087402
	Iteration 11Q: 3 clusters Score -1867386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1867667.375000 Penalty: 4815.087402
	Iteration 12Q: 3 clusters Score -1867667 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1868046.000000 Penalty: 4815.087402
	Iteration 13Q: 3 clusters Score -1868046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1868317.375000 Penalty: 4815.087402
	Iteration 14Q: 3 clusters Score -1868317 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1868435.500000 Penalty: 4815.087402
	Iteration 15Q: 3 clusters Score -1868436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1868485.000000 Penalty: 4815.087402
	Iteration 16Q: 3 clusters Score -1868485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1868519.125000 Penalty: 4815.087402
	Iteration 17Q: 3 clusters Score -1868519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1868540.250000 Penalty: 4815.087402
	Iteration 18Q: 3 clusters Score -1868540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1868554.750000 Penalty: 4815.087402
	Iteration 19Q: 3 clusters Score -1868555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1868558.750000 Penalty: 4815.087402
	Iteration 20F: 3 clusters Score -1868559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1868569.250000 Penalty: 4815.087402
	Iteration 21Q: 3 clusters Score -1868569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1868570.625000 Penalty: 4815.087402
	Iteration 22Q: 3 clusters Score -1868571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1868570.625000 Penalty: 4815.087402
	Iteration 23Q: 3 clusters Score -1868571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1868570.125000 Penalty: 4815.087402
	Iteration 24Q: 3 clusters Score -1868570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1868571.250000 Penalty: 4815.087402
	Iteration 25Q: 3 clusters Score -1868571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1868575.250000 Penalty: 4815.087402
	Iteration 26Q: 3 clusters Score -1868575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1868574.000000 Penalty: 4815.087402
	Iteration 27Q: 3 clusters Score -1868574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1868573.000000 Penalty: 4815.087402
	Iteration 28Q: 3 clusters Score -1868573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1868573.000000 Penalty: 4815.087402
	Iteration 29F: 3 clusters Score -1868573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -470876.875000 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -470876.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -466772.312500 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -466772.3 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -467779.250000 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -467779.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -468030.562500 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -468030.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -468235.781250 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -468235.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -468411.625000 Penalty: 4156.706543
	Iteration 4F: 3 clusters Score -468411.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -468565.500000 Penalty: 4156.706543
	Iteration 5Q: 3 clusters Score -468565.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -468703.218750 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -468703.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -468835.250000 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -468835.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -468941.625000 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -468941.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -469011.656250 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -469011.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -469067.531250 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -469067.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -469117.062500 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -469117.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -469161.562500 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -469161.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -469199.937500 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -469199.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -469241.312500 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -469241.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -469273.593750 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -469273.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -469292.468750 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -469292.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -469306.656250 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -469306.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -469321.906250 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -469321.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -469330.968750 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -469331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -469342.812500 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -469342.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -469351.468750 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -469351.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -469359.250000 Penalty: 4156.706543
	Iteration 22Q: 3 clusters Score -469359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -469368.968750 Penalty: 4156.706543
	Iteration 23Q: 3 clusters Score -469369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -469374.500000 Penalty: 4156.706543
	Iteration 24Q: 3 clusters Score -469374.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -469380.125000 Penalty: 4156.706543
	Iteration 25Q: 3 clusters Score -469380.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469384.968750 Penalty: 4156.706543
	Iteration 26Q: 3 clusters Score -469385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469386.718750 Penalty: 4156.706543
	Iteration 27Q: 3 clusters Score -469386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -469389.343750 Penalty: 4156.706543
	Iteration 28Q: 3 clusters Score -469389.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -469391.656250 Penalty: 4156.706543
	Iteration 29Q: 3 clusters Score -469391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469395.250000 Penalty: 4156.706543
	Iteration 30Q: 3 clusters Score -469395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -469398.250000 Penalty: 4156.706543
	Iteration 31Q: 3 clusters Score -469398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469401.187500 Penalty: 4156.706543
	Iteration 32Q: 3 clusters Score -469401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -469402.437500 Penalty: 4156.706543
	Iteration 33Q: 3 clusters Score -469402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -469404.625000 Penalty: 4156.706543
	Iteration 34Q: 3 clusters Score -469404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -469404.625000 Penalty: 4156.706543
	Iteration 35F: 3 clusters Score -469404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Entering Unmasked Estep 
Score: -970026.437500 Penalty: 2251.840820
	Iteration 0F: 2 clusters Score -970026.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -963074.125000 Penalty: 4503.681641
	Iteration 0F: 3 clusters Score -963074.1 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -965204.062500 Penalty: 4503.681641
	Iteration 1F: 3 clusters Score -965204.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -965566.750000 Penalty: 4503.681641
	Iteration 2F: 3 clusters Score -965566.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -965865.125000 Penalty: 4503.681641
	Iteration 3F: 3 clusters Score -965865.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -966145.562500 Penalty: 4503.681641
	Iteration 4F: 3 clusters Score -966145.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -966370.437500 Penalty: 4503.681641
	Iteration 5Q: 3 clusters Score -966370.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -966588.375000 Penalty: 4503.681641
	Iteration 6Q: 3 clusters Score -966588.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -966785.812500 Penalty: 4503.681641
	Iteration 7Q: 3 clusters Score -966785.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -966951.875000 Penalty: 4503.681641
	Iteration 8Q: 3 clusters Score -966951.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -967083.750000 Penalty: 4503.681641
	Iteration 9Q: 3 clusters Score -967083.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -967201.875000 Penalty: 4503.681641
	Iteration 10Q: 3 clusters Score -967201.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -967289.312500 Penalty: 4503.681641
	Iteration 11Q: 3 clusters Score -967289.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -967358.750000 Penalty: 4503.681641
	Iteration 12Q: 3 clusters Score -967358.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -967411.625000 Penalty: 4503.681641
	Iteration 13Q: 3 clusters Score -967411.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -967445.062500 Penalty: 4503.681641
	Iteration 14Q: 3 clusters Score -967445.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -967473.562500 Penalty: 4503.681641
	Iteration 15Q: 3 clusters Score -967473.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -967504.812500 Penalty: 4503.681641
	Iteration 16Q: 3 clusters Score -967504.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -967529.500000 Penalty: 4503.681641
	Iteration 17Q: 3 clusters Score -967529.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -967553.500000 Penalty: 4503.681641
	Iteration 18Q: 3 clusters Score -967553.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -967581.312500 Penalty: 4503.681641
	Iteration 19Q: 3 clusters Score -967581.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -967603.625000 Penalty: 4503.681641
	Iteration 20F: 3 clusters Score -967603.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -967631.000000 Penalty: 4503.681641
	Iteration 21Q: 3 clusters Score -967631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -967655.062500 Penalty: 4503.681641
	Iteration 22Q: 3 clusters Score -967655.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -967679.187500 Penalty: 4503.681641
	Iteration 23Q: 3 clusters Score -967679.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -967700.312500 Penalty: 4503.681641
	Iteration 24Q: 3 clusters Score -967700.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -967719.312500 Penalty: 4503.681641
	Iteration 25Q: 3 clusters Score -967719.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -967741.312500 Penalty: 4503.681641
	Iteration 26Q: 3 clusters Score -967741.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -967763.750000 Penalty: 4503.681641
	Iteration 27Q: 3 clusters Score -967763.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -967785.750000 Penalty: 4503.681641
	Iteration 28Q: 3 clusters Score -967785.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -967812.875000 Penalty: 4503.681641
	Iteration 29Q: 3 clusters Score -967812.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -967834.687500 Penalty: 4503.681641
	Iteration 30Q: 3 clusters Score -967834.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -967852.375000 Penalty: 4503.681641
	Iteration 31Q: 3 clusters Score -967852.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -967875.125000 Penalty: 4503.681641
	Iteration 32Q: 3 clusters Score -967875.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -967901.312500 Penalty: 4503.681641
	Iteration 33Q: 3 clusters Score -967901.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -967932.062500 Penalty: 4503.681641
	Iteration 34Q: 3 clusters Score -967932.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -967953.937500 Penalty: 4503.681641
	Iteration 35Q: 3 clusters Score -967953.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -967970.750000 Penalty: 4503.681641
	Iteration 36Q: 3 clusters Score -967970.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -967991.562500 Penalty: 4503.681641
	Iteration 37Q: 3 clusters Score -967991.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -968014.812500 Penalty: 4503.681641
	Iteration 38Q: 3 clusters Score -968014.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -968033.500000 Penalty: 4503.681641
	Iteration 39Q: 3 clusters Score -968033.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -968052.437500 Penalty: 4503.681641
	Iteration 40F: 3 clusters Score -968052.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -968071.625000 Penalty: 4503.681641
	Iteration 41Q: 3 clusters Score -968071.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -968089.375000 Penalty: 4503.681641
	Iteration 42Q: 3 clusters Score -968089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -968104.312500 Penalty: 4503.681641
	Iteration 43Q: 3 clusters Score -968104.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -968114.625000 Penalty: 4503.681641
	Iteration 44Q: 3 clusters Score -968114.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -968124.437500 Penalty: 4503.681641
	Iteration 45Q: 3 clusters Score -968124.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -968131.312500 Penalty: 4503.681641
	Iteration 46Q: 3 clusters Score -968131.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -968139.937500 Penalty: 4503.681641
	Iteration 47Q: 3 clusters Score -968139.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -968158.937500 Penalty: 4503.681641
	Iteration 48Q: 3 clusters Score -968158.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -968181.312500 Penalty: 4503.681641
	Iteration 49Q: 3 clusters Score -968181.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -968213.625000 Penalty: 4503.681641
	Iteration 50Q: 3 clusters Score -968213.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -968293.750000 Penalty: 4503.681641
	Iteration 51Q: 3 clusters Score -968293.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -968442.437500 Penalty: 4503.681641
	Iteration 52Q: 3 clusters Score -968442.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -968552.062500 Penalty: 4503.681641
	Iteration 53Q: 3 clusters Score -968552.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -968591.312500 Penalty: 4503.681641
	Iteration 54Q: 3 clusters Score -968591.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -968612.187500 Penalty: 4503.681641
	Iteration 55Q: 3 clusters Score -968612.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -968621.375000 Penalty: 4503.681641
	Iteration 56Q: 3 clusters Score -968621.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -968629.937500 Penalty: 4503.681641
	Iteration 57Q: 3 clusters Score -968629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -968629.937500 Penalty: 4503.681641
	Iteration 58Q: 3 clusters Score -968629.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -968631.875000 Penalty: 4503.681641
	Iteration 59Q: 3 clusters Score -968631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -968635.562500 Penalty: 4503.681641
	Iteration 60F: 3 clusters Score -968635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -968636.437500 Penalty: 4503.681641
	Iteration 61Q: 3 clusters Score -968636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -968638.750000 Penalty: 4503.681641
	Iteration 62Q: 3 clusters Score -968638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -968640.062500 Penalty: 4503.681641
	Iteration 63Q: 3 clusters Score -968640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -968641.812500 Penalty: 4503.681641
	Iteration 64Q: 3 clusters Score -968641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -968645.687500 Penalty: 4503.681641
	Iteration 65Q: 3 clusters Score -968645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -968647.250000 Penalty: 4503.681641
	Iteration 66Q: 3 clusters Score -968647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -968644.375000 Penalty: 4503.681641
	Iteration 67Q: 3 clusters Score -968644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -968647.562500 Penalty: 4503.681641
	Iteration 68Q: 3 clusters Score -968647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -968647.875000 Penalty: 4503.681641
	Iteration 69Q: 3 clusters Score -968647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -968650.125000 Penalty: 4503.681641
	Iteration 70Q: 3 clusters Score -968650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -968649.625000 Penalty: 4503.681641
	Iteration 71Q: 3 clusters Score -968649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -968648.875000 Penalty: 4503.681641
	Iteration 72Q: 3 clusters Score -968648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -968650.500000 Penalty: 4503.681641
	Iteration 73Q: 3 clusters Score -968650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -968650.500000 Penalty: 4503.681641
	Iteration 74F: 3 clusters Score -968650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Entering Unmasked Estep 
Score: -707440.687500 Penalty: 2195.956787
	Iteration 0F: 2 clusters Score -707440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -701652.437500 Penalty: 4391.913574
	Iteration 0F: 3 clusters Score -701652.4 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -703315.000000 Penalty: 4391.913574
	Iteration 1F: 3 clusters Score -703315 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -703613.937500 Penalty: 4391.913574
	Iteration 2F: 3 clusters Score -703613.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -703842.187500 Penalty: 4391.913574
	Iteration 3F: 3 clusters Score -703842.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -704100.875000 Penalty: 4391.913574
	Iteration 4F: 3 clusters Score -704100.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -704346.125000 Penalty: 4391.913574
	Iteration 5F: 3 clusters Score -704346.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -704589.500000 Penalty: 4391.913574
	Iteration 6Q: 3 clusters Score -704589.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -704819.687500 Penalty: 4391.913574
	Iteration 7Q: 3 clusters Score -704819.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -704998.625000 Penalty: 4391.913574
	Iteration 8Q: 3 clusters Score -704998.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -705135.562500 Penalty: 4391.913574
	Iteration 9Q: 3 clusters Score -705135.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -705225.750000 Penalty: 4391.913574
	Iteration 10Q: 3 clusters Score -705225.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -705296.937500 Penalty: 4391.913574
	Iteration 11Q: 3 clusters Score -705296.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -705352.437500 Penalty: 4391.913574
	Iteration 12Q: 3 clusters Score -705352.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -705406.125000 Penalty: 4391.913574
	Iteration 13Q: 3 clusters Score -705406.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -705452.125000 Penalty: 4391.913574
	Iteration 14Q: 3 clusters Score -705452.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -705487.187500 Penalty: 4391.913574
	Iteration 15Q: 3 clusters Score -705487.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -705512.500000 Penalty: 4391.913574
	Iteration 16Q: 3 clusters Score -705512.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -705530.500000 Penalty: 4391.913574
	Iteration 17Q: 3 clusters Score -705530.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -705540.750000 Penalty: 4391.913574
	Iteration 18Q: 3 clusters Score -705540.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -705546.625000 Penalty: 4391.913574
	Iteration 19Q: 3 clusters Score -705546.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -705555.375000 Penalty: 4391.913574
	Iteration 20F: 3 clusters Score -705555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -705560.125000 Penalty: 4391.913574
	Iteration 21Q: 3 clusters Score -705560.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -705562.750000 Penalty: 4391.913574
	Iteration 22Q: 3 clusters Score -705562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -705566.312500 Penalty: 4391.913574
	Iteration 23Q: 3 clusters Score -705566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -705568.750000 Penalty: 4391.913574
	Iteration 24Q: 3 clusters Score -705568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -705570.562500 Penalty: 4391.913574
	Iteration 25Q: 3 clusters Score -705570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -705572.000000 Penalty: 4391.913574
	Iteration 26Q: 3 clusters Score -705572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -705574.125000 Penalty: 4391.913574
	Iteration 27Q: 3 clusters Score -705574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -705575.375000 Penalty: 4391.913574
	Iteration 28Q: 3 clusters Score -705575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -705575.000000 Penalty: 4391.913574
	Iteration 29Q: 3 clusters Score -705575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -705575.750000 Penalty: 4391.913574
	Iteration 30Q: 3 clusters Score -705575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -705575.750000 Penalty: 4391.913574
	Iteration 31F: 3 clusters Score -705575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Entering Unmasked Estep 
Score: -3823143.000000 Penalty: 2583.252441
	Iteration 0F: 2 clusters Score -3823143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3800244.500000 Penalty: 5166.504883
	Iteration 0F: 3 clusters Score -3800244 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3808650.250000 Penalty: 5166.504883
	Iteration 1F: 3 clusters Score -3808650 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3809515.250000 Penalty: 5166.504883
	Iteration 2F: 3 clusters Score -3809515 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3810498.250000 Penalty: 5166.504883
	Iteration 3F: 3 clusters Score -3810498 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3811695.250000 Penalty: 5166.504883
	Iteration 4F: 3 clusters Score -3811695 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3813053.250000 Penalty: 5166.504883
	Iteration 5F: 3 clusters Score -3813053 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3814575.750000 Penalty: 5166.504883
	Iteration 6F: 3 clusters Score -3814576 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3816109.750000 Penalty: 5166.504883
	Iteration 7F: 3 clusters Score -3816110 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3817386.250000 Penalty: 5166.504883
	Iteration 8F: 3 clusters Score -3817386 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3818412.500000 Penalty: 5166.504883
	Iteration 9Q: 3 clusters Score -3818412 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3819199.750000 Penalty: 5166.504883
	Iteration 10Q: 3 clusters Score -3819200 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3819812.000000 Penalty: 5166.504883
	Iteration 11Q: 3 clusters Score -3819812 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3820205.250000 Penalty: 5166.504883
	Iteration 12Q: 3 clusters Score -3820205 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3820451.250000 Penalty: 5166.504883
	Iteration 13Q: 3 clusters Score -3820451 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3820624.500000 Penalty: 5166.504883
	Iteration 14Q: 3 clusters Score -3820624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -3820742.000000 Penalty: 5166.504883
	Iteration 15Q: 3 clusters Score -3820742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3820827.750000 Penalty: 5166.504883
	Iteration 16Q: 3 clusters Score -3820828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -3820880.750000 Penalty: 5166.504883
	Iteration 17Q: 3 clusters Score -3820881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3820904.500000 Penalty: 5166.504883
	Iteration 18Q: 3 clusters Score -3820904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3820934.750000 Penalty: 5166.504883
	Iteration 19Q: 3 clusters Score -3820935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3820953.750000 Penalty: 5166.504883
	Iteration 20F: 3 clusters Score -3820954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3820959.500000 Penalty: 5166.504883
	Iteration 21Q: 3 clusters Score -3820960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -3820966.500000 Penalty: 5166.504883
	Iteration 22Q: 3 clusters Score -3820966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3820975.500000 Penalty: 5166.504883
	Iteration 23Q: 3 clusters Score -3820976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3820986.000000 Penalty: 5166.504883
	Iteration 24Q: 3 clusters Score -3820986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -3820988.000000 Penalty: 5166.504883
	Iteration 25Q: 3 clusters Score -3820988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3820989.000000 Penalty: 5166.504883
	Iteration 26Q: 3 clusters Score -3820989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3820991.500000 Penalty: 5166.504883
	Iteration 27Q: 3 clusters Score -3820992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3820996.250000 Penalty: 5166.504883
	Iteration 28Q: 3 clusters Score -3820996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3821002.750000 Penalty: 5166.504883
	Iteration 29Q: 3 clusters Score -3821003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3821004.750000 Penalty: 5166.504883
	Iteration 30Q: 3 clusters Score -3821005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3821004.250000 Penalty: 5166.504883
	Iteration 31Q: 3 clusters Score -3821004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3821003.000000 Penalty: 5166.504883
	Iteration 32Q: 3 clusters Score -3821003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -3821004.750000 Penalty: 5166.504883
	Iteration 33Q: 3 clusters Score -3821005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3821002.250000 Penalty: 5166.504883
	Iteration 34Q: 3 clusters Score -3821002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3821005.750000 Penalty: 5166.504883
	Iteration 35Q: 3 clusters Score -3821006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3821005.750000 Penalty: 5166.504883
	Iteration 36F: 3 clusters Score -3821006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -98107.867188 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -98107.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96214.765625 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -96214.77 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96520.390625 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -96520.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96622.085938 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -96622.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96703.312500 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -96703.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96765.570312 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -96765.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96859.195312 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -96859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96921.742188 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -96921.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96959.562500 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -96959.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96993.851562 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -96993.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97015.789062 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -97015.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -97033.148438 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -97033.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97050.031250 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -97050.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97087.765625 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -97087.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97116.976562 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -97116.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97139.273438 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -97139.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -97160.492188 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -97160.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97182.570312 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -97182.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97216.609375 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -97216.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97262.242188 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -97262.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97295.953125 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -97295.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97314.445312 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -97314.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97332.062500 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -97332.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97373.718750 Penalty: 3383.809814
	Iteration 22Q: 3 clusters Score -97373.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97426.140625 Penalty: 3383.809814
	Iteration 23Q: 3 clusters Score -97426.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97460.203125 Penalty: 3383.809814
	Iteration 24Q: 3 clusters Score -97460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97473.179688 Penalty: 3383.809814
	Iteration 25Q: 3 clusters Score -97473.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97484.031250 Penalty: 3383.809814
	Iteration 26Q: 3 clusters Score -97484.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97500.734375 Penalty: 3383.809814
	Iteration 27Q: 3 clusters Score -97500.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -97510.656250 Penalty: 3383.809814
	Iteration 28Q: 3 clusters Score -97510.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97523.234375 Penalty: 3383.809814
	Iteration 29Q: 3 clusters Score -97523.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -97532.476562 Penalty: 3383.809814
	Iteration 30Q: 3 clusters Score -97532.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97537.562500 Penalty: 3383.809814
	Iteration 31Q: 3 clusters Score -97537.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97546.546875 Penalty: 3383.809814
	Iteration 32Q: 3 clusters Score -97546.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97558.023438 Penalty: 3383.809814
	Iteration 33Q: 3 clusters Score -97558.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97579.039062 Penalty: 3383.809814
	Iteration 34Q: 3 clusters Score -97579.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97613.257812 Penalty: 3383.809814
	Iteration 35Q: 3 clusters Score -97613.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97647.671875 Penalty: 3383.809814
	Iteration 36Q: 3 clusters Score -97647.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97687.578125 Penalty: 3383.809814
	Iteration 37Q: 3 clusters Score -97687.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97717.179688 Penalty: 3383.809814
	Iteration 38Q: 3 clusters Score -97717.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -97730.343750 Penalty: 3383.809814
	Iteration 39Q: 3 clusters Score -97730.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97731.843750 Penalty: 3383.809814
	Iteration 40F: 3 clusters Score -97731.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -375693.406250 Penalty: 2038.526489
	Iteration 0F: 2 clusters Score -375693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -372073.500000 Penalty: 4077.052979
	Iteration 0F: 3 clusters Score -372073.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -373013.718750 Penalty: 4077.052979
	Iteration 1F: 3 clusters Score -373013.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -373358.156250 Penalty: 4077.052979
	Iteration 2F: 3 clusters Score -373358.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -373593.843750 Penalty: 4077.052979
	Iteration 3F: 3 clusters Score -373593.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -373741.375000 Penalty: 4077.052979
	Iteration 4Q: 3 clusters Score -373741.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -373883.093750 Penalty: 4077.052979
	Iteration 5Q: 3 clusters Score -373883.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -373988.593750 Penalty: 4077.052979
	Iteration 6Q: 3 clusters Score -373988.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -374055.000000 Penalty: 4077.052979
	Iteration 7Q: 3 clusters Score -374055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -374102.406250 Penalty: 4077.052979
	Iteration 8Q: 3 clusters Score -374102.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -374156.593750 Penalty: 4077.052979
	Iteration 9Q: 3 clusters Score -374156.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -374199.468750 Penalty: 4077.052979
	Iteration 10Q: 3 clusters Score -374199.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -374238.031250 Penalty: 4077.052979
	Iteration 11Q: 3 clusters Score -374238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -374270.281250 Penalty: 4077.052979
	Iteration 12Q: 3 clusters Score -374270.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -374306.406250 Penalty: 4077.052979
	Iteration 13Q: 3 clusters Score -374306.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -374331.781250 Penalty: 4077.052979
	Iteration 14Q: 3 clusters Score -374331.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -374353.281250 Penalty: 4077.052979
	Iteration 15Q: 3 clusters Score -374353.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -374370.343750 Penalty: 4077.052979
	Iteration 16Q: 3 clusters Score -374370.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -374381.031250 Penalty: 4077.052979
	Iteration 17Q: 3 clusters Score -374381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -374384.843750 Penalty: 4077.052979
	Iteration 18Q: 3 clusters Score -374384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -374391.843750 Penalty: 4077.052979
	Iteration 19Q: 3 clusters Score -374391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -374397.781250 Penalty: 4077.052979
	Iteration 20F: 3 clusters Score -374397.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -374408.781250 Penalty: 4077.052979
	Iteration 21Q: 3 clusters Score -374408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -374414.000000 Penalty: 4077.052979
	Iteration 22Q: 3 clusters Score -374414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -374417.718750 Penalty: 4077.052979
	Iteration 23Q: 3 clusters Score -374417.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -374422.687500 Penalty: 4077.052979
	Iteration 24Q: 3 clusters Score -374422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -374427.531250 Penalty: 4077.052979
	Iteration 25Q: 3 clusters Score -374427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -374430.093750 Penalty: 4077.052979
	Iteration 26Q: 3 clusters Score -374430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -374431.656250 Penalty: 4077.052979
	Iteration 27Q: 3 clusters Score -374431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -374432.031250 Penalty: 4077.052979
	Iteration 28Q: 3 clusters Score -374432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -374434.031250 Penalty: 4077.052979
	Iteration 29Q: 3 clusters Score -374434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -374435.031250 Penalty: 4077.052979
	Iteration 30Q: 3 clusters Score -374435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -374435.531250 Penalty: 4077.052979
	Iteration 31Q: 3 clusters Score -374435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -374436.875000 Penalty: 4077.052979
	Iteration 32Q: 3 clusters Score -374436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -374440.375000 Penalty: 4077.052979
	Iteration 33Q: 3 clusters Score -374440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -374441.718750 Penalty: 4077.052979
	Iteration 34Q: 3 clusters Score -374441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -374441.812500 Penalty: 4077.052979
	Iteration 35Q: 3 clusters Score -374441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -374441.781250 Penalty: 4077.052979
	Iteration 36Q: 3 clusters Score -374441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -374441.781250 Penalty: 4077.052979
	Iteration 37F: 3 clusters Score -374441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (47557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Entering Unmasked Estep 
Score: -5475520.500000 Penalty: 2670.881592
	Iteration 0F: 2 clusters Score -5475520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5443467.500000 Penalty: 5341.763184
	Iteration 0F: 3 clusters Score -5443468 nChanged 21924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5455302.500000 Penalty: 5341.763184
	Iteration 1F: 3 clusters Score -5455302 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -5455889.500000 Penalty: 5341.763184
	Iteration 2Q: 3 clusters Score -5455890 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5456462.000000 Penalty: 5341.763184
	Iteration 3Q: 3 clusters Score -5456462 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -5457038.500000 Penalty: 5341.763184
	Iteration 4Q: 3 clusters Score -5457038 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5457751.000000 Penalty: 5341.763184
	Iteration 5Q: 3 clusters Score -5457751 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5458734.000000 Penalty: 5341.763184
	Iteration 6Q: 3 clusters Score -5458734 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -5460209.500000 Penalty: 5341.763184
	Iteration 7F: 3 clusters Score -5460210 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5462375.500000 Penalty: 5341.763184
	Iteration 8F: 3 clusters Score -5462376 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5465052.000000 Penalty: 5341.763184
	Iteration 9F: 3 clusters Score -5465052 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5467889.500000 Penalty: 5341.763184
	Iteration 10F: 3 clusters Score -5467890 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5470180.500000 Penalty: 5341.763184
	Iteration 11F: 3 clusters Score -5470180 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -5471667.500000 Penalty: 5341.763184
	Iteration 12Q: 3 clusters Score -5471668 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -5472461.000000 Penalty: 5341.763184
	Iteration 13Q: 3 clusters Score -5472461 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5472772.500000 Penalty: 5341.763184
	Iteration 14Q: 3 clusters Score -5472772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -5472889.000000 Penalty: 5341.763184
	Iteration 15Q: 3 clusters Score -5472889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -5472962.000000 Penalty: 5341.763184
	Iteration 16Q: 3 clusters Score -5472962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -5472995.500000 Penalty: 5341.763184
	Iteration 17Q: 3 clusters Score -5472996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -5473026.000000 Penalty: 5341.763184
	Iteration 18Q: 3 clusters Score -5473026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -5473034.000000 Penalty: 5341.763184
	Iteration 19Q: 3 clusters Score -5473034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -5473048.000000 Penalty: 5341.763184
	Iteration 20F: 3 clusters Score -5473048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -5473068.000000 Penalty: 5341.763184
	Iteration 21Q: 3 clusters Score -5473068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -5473088.500000 Penalty: 5341.763184
	Iteration 22Q: 3 clusters Score -5473088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -5473090.000000 Penalty: 5341.763184
	Iteration 23Q: 3 clusters Score -5473090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -5473108.500000 Penalty: 5341.763184
	Iteration 24Q: 3 clusters Score -5473108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -5473116.500000 Penalty: 5341.763184
	Iteration 25Q: 3 clusters Score -5473116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -5473123.000000 Penalty: 5341.763184
	Iteration 26Q: 3 clusters Score -5473123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -5473124.500000 Penalty: 5341.763184
	Iteration 27Q: 3 clusters Score -5473124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -5473123.000000 Penalty: 5341.763184
	Iteration 28Q: 3 clusters Score -5473123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5473123.500000 Penalty: 5341.763184
	Iteration 29Q: 3 clusters Score -5473124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5473125.000000 Penalty: 5341.763184
	Iteration 30Q: 3 clusters Score -5473125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5473123.500000 Penalty: 5341.763184
	Iteration 31Q: 3 clusters Score -5473124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5473124.000000 Penalty: 5341.763184
	Iteration 32Q: 3 clusters Score -5473124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -5473125.500000 Penalty: 5341.763184
	Iteration 33Q: 3 clusters Score -5473126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -5473128.000000 Penalty: 5341.763184
	Iteration 34Q: 3 clusters Score -5473128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -5473132.000000 Penalty: 5341.763184
	Iteration 35Q: 3 clusters Score -5473132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -5473132.000000 Penalty: 5341.763184
	Iteration 36F: 3 clusters Score -5473132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -333611.781250 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -333611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -329967.562500 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -329967.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -331025.156250 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -331025.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -331446.218750 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -331446.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -331734.218750 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -331734.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -331969.562500 Penalty: 4067.342773
	Iteration 4F: 3 clusters Score -331969.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -332166.406250 Penalty: 4067.342773
	Iteration 5F: 3 clusters Score -332166.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332292.843750 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -332292.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -332383.468750 Penalty: 4067.342773
	Iteration 7Q: 3 clusters Score -332383.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -332441.812500 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -332441.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -332497.312500 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -332497.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -332532.625000 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -332532.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -332567.187500 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -332567.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332599.281250 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -332599.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -332637.656250 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -332637.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -332672.406250 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -332672.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -332711.125000 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -332711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -332752.500000 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -332752.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -332804.843750 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -332804.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -332857.781250 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -332857.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -332906.750000 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -332906.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -332930.812500 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -332930.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -332943.468750 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -332943.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -332956.593750 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -332956.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -332971.093750 Penalty: 4067.342773
	Iteration 23Q: 3 clusters Score -332971.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -332979.406250 Penalty: 4067.342773
	Iteration 24Q: 3 clusters Score -332979.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -332988.218750 Penalty: 4067.342773
	Iteration 25Q: 3 clusters Score -332988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -332995.343750 Penalty: 4067.342773
	Iteration 26Q: 3 clusters Score -332995.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -333000.000000 Penalty: 4067.342773
	Iteration 27Q: 3 clusters Score -333000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -333001.843750 Penalty: 4067.342773
	Iteration 28Q: 3 clusters Score -333001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -333002.781250 Penalty: 4067.342773
	Iteration 29Q: 3 clusters Score -333002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -333004.562500 Penalty: 4067.342773
	Iteration 30Q: 3 clusters Score -333004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -333006.781250 Penalty: 4067.342773
	Iteration 31Q: 3 clusters Score -333006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -333008.343750 Penalty: 4067.342773
	Iteration 32Q: 3 clusters Score -333008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -333010.937500 Penalty: 4067.342773
	Iteration 33Q: 3 clusters Score -333010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -333013.812500 Penalty: 4067.342773
	Iteration 34Q: 3 clusters Score -333013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -333017.593750 Penalty: 4067.342773
	Iteration 35Q: 3 clusters Score -333017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -333019.031250 Penalty: 4067.342773
	Iteration 36Q: 3 clusters Score -333019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -333020.437500 Penalty: 4067.342773
	Iteration 37Q: 3 clusters Score -333020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -333020.843750 Penalty: 4067.342773
	Iteration 38Q: 3 clusters Score -333020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -333021.406250 Penalty: 4067.342773
	Iteration 39Q: 3 clusters Score -333021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -333021.406250 Penalty: 4067.342773
	Iteration 40F: 3 clusters Score -333021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (12125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Entering Unmasked Estep 
Score: -1349752.000000 Penalty: 2331.950195
	Iteration 0F: 2 clusters Score -1349752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1340736.250000 Penalty: 4663.900391
	Iteration 0F: 3 clusters Score -1340736 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1343414.750000 Penalty: 4663.900391
	Iteration 1F: 3 clusters Score -1343415 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1343735.375000 Penalty: 4663.900391
	Iteration 2F: 3 clusters Score -1343735 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1343971.875000 Penalty: 4663.900391
	Iteration 3Q: 3 clusters Score -1343972 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1344189.875000 Penalty: 4663.900391
	Iteration 4Q: 3 clusters Score -1344190 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1344402.875000 Penalty: 4663.900391
	Iteration 5Q: 3 clusters Score -1344403 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1344595.500000 Penalty: 4663.900391
	Iteration 6Q: 3 clusters Score -1344596 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1344762.375000 Penalty: 4663.900391
	Iteration 7Q: 3 clusters Score -1344762 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1344915.375000 Penalty: 4663.900391
	Iteration 8Q: 3 clusters Score -1344915 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1345062.375000 Penalty: 4663.900391
	Iteration 9Q: 3 clusters Score -1345062 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1345230.125000 Penalty: 4663.900391
	Iteration 10Q: 3 clusters Score -1345230 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1345427.000000 Penalty: 4663.900391
	Iteration 11Q: 3 clusters Score -1345427 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1345650.000000 Penalty: 4663.900391
	Iteration 12Q: 3 clusters Score -1345650 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1345884.625000 Penalty: 4663.900391
	Iteration 13Q: 3 clusters Score -1345885 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1346138.250000 Penalty: 4663.900391
	Iteration 14Q: 3 clusters Score -1346138 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1346404.625000 Penalty: 4663.900391
	Iteration 15Q: 3 clusters Score -1346405 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1346673.750000 Penalty: 4663.900391
	Iteration 16Q: 3 clusters Score -1346674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1346912.000000 Penalty: 4663.900391
	Iteration 17Q: 3 clusters Score -1346912 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1347097.625000 Penalty: 4663.900391
	Iteration 18Q: 3 clusters Score -1347098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1347227.500000 Penalty: 4663.900391
	Iteration 19Q: 3 clusters Score -1347228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1347314.000000 Penalty: 4663.900391
	Iteration 20F: 3 clusters Score -1347314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1347391.625000 Penalty: 4663.900391
	Iteration 21Q: 3 clusters Score -1347392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1347456.750000 Penalty: 4663.900391
	Iteration 22Q: 3 clusters Score -1347457 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1347502.000000 Penalty: 4663.900391
	Iteration 23Q: 3 clusters Score -1347502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1347537.875000 Penalty: 4663.900391
	Iteration 24Q: 3 clusters Score -1347538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1347569.875000 Penalty: 4663.900391
	Iteration 25Q: 3 clusters Score -1347570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1347595.125000 Penalty: 4663.900391
	Iteration 26Q: 3 clusters Score -1347595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1347623.000000 Penalty: 4663.900391
	Iteration 27Q: 3 clusters Score -1347623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1347637.625000 Penalty: 4663.900391
	Iteration 28Q: 3 clusters Score -1347638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1347654.250000 Penalty: 4663.900391
	Iteration 29Q: 3 clusters Score -1347654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1347671.625000 Penalty: 4663.900391
	Iteration 30Q: 3 clusters Score -1347672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1347679.000000 Penalty: 4663.900391
	Iteration 31Q: 3 clusters Score -1347679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1347691.750000 Penalty: 4663.900391
	Iteration 32Q: 3 clusters Score -1347692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1347702.375000 Penalty: 4663.900391
	Iteration 33Q: 3 clusters Score -1347702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1347711.500000 Penalty: 4663.900391
	Iteration 34Q: 3 clusters Score -1347712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1347716.250000 Penalty: 4663.900391
	Iteration 35Q: 3 clusters Score -1347716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1347723.625000 Penalty: 4663.900391
	Iteration 36Q: 3 clusters Score -1347724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1347732.625000 Penalty: 4663.900391
	Iteration 37Q: 3 clusters Score -1347733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1347742.375000 Penalty: 4663.900391
	Iteration 38Q: 3 clusters Score -1347742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1347754.125000 Penalty: 4663.900391
	Iteration 39Q: 3 clusters Score -1347754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1347758.875000 Penalty: 4663.900391
	Iteration 40F: 3 clusters Score -1347759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1347765.750000 Penalty: 4663.900391
	Iteration 41Q: 3 clusters Score -1347766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1347771.250000 Penalty: 4663.900391
	Iteration 42Q: 3 clusters Score -1347771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1347772.000000 Penalty: 4663.900391
	Iteration 43Q: 3 clusters Score -1347772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1347779.875000 Penalty: 4663.900391
	Iteration 44Q: 3 clusters Score -1347780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1347784.750000 Penalty: 4663.900391
	Iteration 45Q: 3 clusters Score -1347785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1347788.500000 Penalty: 4663.900391
	Iteration 46Q: 3 clusters Score -1347788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1347790.125000 Penalty: 4663.900391
	Iteration 47Q: 3 clusters Score -1347790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1347794.875000 Penalty: 4663.900391
	Iteration 48Q: 3 clusters Score -1347795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1347800.750000 Penalty: 4663.900391
	Iteration 49Q: 3 clusters Score -1347801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1347802.625000 Penalty: 4663.900391
	Iteration 50Q: 3 clusters Score -1347803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1347803.250000 Penalty: 4663.900391
	Iteration 51Q: 3 clusters Score -1347803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1347807.500000 Penalty: 4663.900391
	Iteration 52Q: 3 clusters Score -1347808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1347813.375000 Penalty: 4663.900391
	Iteration 53Q: 3 clusters Score -1347813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1347817.875000 Penalty: 4663.900391
	Iteration 54Q: 3 clusters Score -1347818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1347826.000000 Penalty: 4663.900391
	Iteration 55Q: 3 clusters Score -1347826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1347824.875000 Penalty: 4663.900391
	Iteration 56Q: 3 clusters Score -1347825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1347827.125000 Penalty: 4663.900391
	Iteration 57Q: 3 clusters Score -1347827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1347827.125000 Penalty: 4663.900391
	Iteration 58F: 3 clusters Score -1347827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Entering Unmasked Estep 
Score: -1306074.250000 Penalty: 2342.207275
	Iteration 0F: 2 clusters Score -1306074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1296740.625000 Penalty: 4684.414551
	Iteration 0F: 3 clusters Score -1296741 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1300105.375000 Penalty: 4684.414551
	Iteration 1F: 3 clusters Score -1300105 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1300882.000000 Penalty: 4684.414551
	Iteration 2F: 3 clusters Score -1300882 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1301669.625000 Penalty: 4684.414551
	Iteration 3F: 3 clusters Score -1301670 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1302360.000000 Penalty: 4684.414551
	Iteration 4F: 3 clusters Score -1302360 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1303001.000000 Penalty: 4684.414551
	Iteration 5F: 3 clusters Score -1303001 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1303621.875000 Penalty: 4684.414551
	Iteration 6F: 3 clusters Score -1303622 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1304103.375000 Penalty: 4684.414551
	Iteration 7F: 3 clusters Score -1304103 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1304415.375000 Penalty: 4684.414551
	Iteration 8Q: 3 clusters Score -1304415 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1304591.500000 Penalty: 4684.414551
	Iteration 9Q: 3 clusters Score -1304592 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1304684.000000 Penalty: 4684.414551
	Iteration 10Q: 3 clusters Score -1304684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1304745.250000 Penalty: 4684.414551
	Iteration 11Q: 3 clusters Score -1304745 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1304798.750000 Penalty: 4684.414551
	Iteration 12Q: 3 clusters Score -1304799 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1304853.000000 Penalty: 4684.414551
	Iteration 13Q: 3 clusters Score -1304853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1304903.000000 Penalty: 4684.414551
	Iteration 14Q: 3 clusters Score -1304903 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1304952.500000 Penalty: 4684.414551
	Iteration 15Q: 3 clusters Score -1304952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1305017.750000 Penalty: 4684.414551
	Iteration 16Q: 3 clusters Score -1305018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1305101.500000 Penalty: 4684.414551
	Iteration 17Q: 3 clusters Score -1305102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1305182.875000 Penalty: 4684.414551
	Iteration 18Q: 3 clusters Score -1305183 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1305237.375000 Penalty: 4684.414551
	Iteration 19Q: 3 clusters Score -1305237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1305279.875000 Penalty: 4684.414551
	Iteration 20F: 3 clusters Score -1305280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1305319.000000 Penalty: 4684.414551
	Iteration 21Q: 3 clusters Score -1305319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1305340.875000 Penalty: 4684.414551
	Iteration 22Q: 3 clusters Score -1305341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1305361.875000 Penalty: 4684.414551
	Iteration 23Q: 3 clusters Score -1305362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1305372.625000 Penalty: 4684.414551
	Iteration 24Q: 3 clusters Score -1305373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1305389.125000 Penalty: 4684.414551
	Iteration 25Q: 3 clusters Score -1305389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1305398.875000 Penalty: 4684.414551
	Iteration 26Q: 3 clusters Score -1305399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1305413.750000 Penalty: 4684.414551
	Iteration 27Q: 3 clusters Score -1305414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1305428.625000 Penalty: 4684.414551
	Iteration 28Q: 3 clusters Score -1305429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1305437.000000 Penalty: 4684.414551
	Iteration 29Q: 3 clusters Score -1305437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1305454.250000 Penalty: 4684.414551
	Iteration 30Q: 3 clusters Score -1305454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1305462.250000 Penalty: 4684.414551
	Iteration 31Q: 3 clusters Score -1305462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1305471.250000 Penalty: 4684.414551
	Iteration 32Q: 3 clusters Score -1305471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1305473.500000 Penalty: 4684.414551
	Iteration 33Q: 3 clusters Score -1305474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1305479.000000 Penalty: 4684.414551
	Iteration 34Q: 3 clusters Score -1305479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1305486.500000 Penalty: 4684.414551
	Iteration 35Q: 3 clusters Score -1305486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1305487.625000 Penalty: 4684.414551
	Iteration 36Q: 3 clusters Score -1305488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1305495.625000 Penalty: 4684.414551
	Iteration 37Q: 3 clusters Score -1305496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1305499.875000 Penalty: 4684.414551
	Iteration 38Q: 3 clusters Score -1305500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1305500.750000 Penalty: 4684.414551
	Iteration 39Q: 3 clusters Score -1305501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1305503.375000 Penalty: 4684.414551
	Iteration 40F: 3 clusters Score -1305503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1305505.375000 Penalty: 4684.414551
	Iteration 41Q: 3 clusters Score -1305505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1305507.500000 Penalty: 4684.414551
	Iteration 42Q: 3 clusters Score -1305508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1305508.625000 Penalty: 4684.414551
	Iteration 43Q: 3 clusters Score -1305509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1305512.500000 Penalty: 4684.414551
	Iteration 44Q: 3 clusters Score -1305512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1305513.000000 Penalty: 4684.414551
	Iteration 45Q: 3 clusters Score -1305513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1305512.125000 Penalty: 4684.414551
	Iteration 46Q: 3 clusters Score -1305512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1305516.250000 Penalty: 4684.414551
	Iteration 47Q: 3 clusters Score -1305516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1305515.750000 Penalty: 4684.414551
	Iteration 48Q: 3 clusters Score -1305516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1305518.500000 Penalty: 4684.414551
	Iteration 49Q: 3 clusters Score -1305518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1305521.875000 Penalty: 4684.414551
	Iteration 50Q: 3 clusters Score -1305522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1305523.500000 Penalty: 4684.414551
	Iteration 51Q: 3 clusters Score -1305524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1305527.625000 Penalty: 4684.414551
	Iteration 52Q: 3 clusters Score -1305528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1305532.500000 Penalty: 4684.414551
	Iteration 53Q: 3 clusters Score -1305532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1305532.000000 Penalty: 4684.414551
	Iteration 54Q: 3 clusters Score -1305532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1305532.625000 Penalty: 4684.414551
	Iteration 55Q: 3 clusters Score -1305533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1305534.875000 Penalty: 4684.414551
	Iteration 56Q: 3 clusters Score -1305535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1305538.000000 Penalty: 4684.414551
	Iteration 57Q: 3 clusters Score -1305538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1305535.250000 Penalty: 4684.414551
	Iteration 58Q: 3 clusters Score -1305535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1305536.000000 Penalty: 4684.414551
	Iteration 59Q: 3 clusters Score -1305536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1305538.500000 Penalty: 4684.414551
	Iteration 60F: 3 clusters Score -1305538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1305538.125000 Penalty: 4684.414551
	Iteration 61Q: 3 clusters Score -1305538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1305538.125000 Penalty: 4684.414551
	Iteration 62Q: 3 clusters Score -1305538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1305538.125000 Penalty: 4684.414551
	Iteration 63F: 3 clusters Score -1305538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -312062.406250 Penalty: 2015.962402
	Iteration 0F: 2 clusters Score -312062.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -308590.375000 Penalty: 4031.924805
	Iteration 0F: 3 clusters Score -308590.4 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -309620.406250 Penalty: 4031.924805
	Iteration 1F: 3 clusters Score -309620.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310047.343750 Penalty: 4031.924805
	Iteration 2F: 3 clusters Score -310047.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -310458.406250 Penalty: 4031.924805
	Iteration 3F: 3 clusters Score -310458.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -310812.906250 Penalty: 4031.924805
	Iteration 4F: 3 clusters Score -310812.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -311058.531250 Penalty: 4031.924805
	Iteration 5F: 3 clusters Score -311058.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -311209.375000 Penalty: 4031.924805
	Iteration 6Q: 3 clusters Score -311209.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -311308.187500 Penalty: 4031.924805
	Iteration 7Q: 3 clusters Score -311308.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -311357.406250 Penalty: 4031.924805
	Iteration 8Q: 3 clusters Score -311357.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -311387.687500 Penalty: 4031.924805
	Iteration 9Q: 3 clusters Score -311387.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311411.781250 Penalty: 4031.924805
	Iteration 10Q: 3 clusters Score -311411.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -311423.718750 Penalty: 4031.924805
	Iteration 11Q: 3 clusters Score -311423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311430.406250 Penalty: 4031.924805
	Iteration 12Q: 3 clusters Score -311430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -311435.281250 Penalty: 4031.924805
	Iteration 13Q: 3 clusters Score -311435.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -311438.093750 Penalty: 4031.924805
	Iteration 14Q: 3 clusters Score -311438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311440.906250 Penalty: 4031.924805
	Iteration 15Q: 3 clusters Score -311440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -311445.125000 Penalty: 4031.924805
	Iteration 16Q: 3 clusters Score -311445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -311450.625000 Penalty: 4031.924805
	Iteration 17Q: 3 clusters Score -311450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -311453.906250 Penalty: 4031.924805
	Iteration 18Q: 3 clusters Score -311453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -311457.875000 Penalty: 4031.924805
	Iteration 19Q: 3 clusters Score -311457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311459.187500 Penalty: 4031.924805
	Iteration 20F: 3 clusters Score -311459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -311460.906250 Penalty: 4031.924805
	Iteration 21Q: 3 clusters Score -311460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311462.968750 Penalty: 4031.924805
	Iteration 22Q: 3 clusters Score -311463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311463.500000 Penalty: 4031.924805
	Iteration 23Q: 3 clusters Score -311463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -311464.593750 Penalty: 4031.924805
	Iteration 24Q: 3 clusters Score -311464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -311465.406250 Penalty: 4031.924805
	Iteration 25Q: 3 clusters Score -311465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -311466.656250 Penalty: 4031.924805
	Iteration 26Q: 3 clusters Score -311466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -311468.093750 Penalty: 4031.924805
	Iteration 27Q: 3 clusters Score -311468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -311469.375000 Penalty: 4031.924805
	Iteration 28Q: 3 clusters Score -311469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -311471.687500 Penalty: 4031.924805
	Iteration 29Q: 3 clusters Score -311471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311475.812500 Penalty: 4031.924805
	Iteration 30Q: 3 clusters Score -311475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -311476.875000 Penalty: 4031.924805
	Iteration 31Q: 3 clusters Score -311476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -311477.437500 Penalty: 4031.924805
	Iteration 32Q: 3 clusters Score -311477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311477.156250 Penalty: 4031.924805
	Iteration 33Q: 3 clusters Score -311477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311477.156250 Penalty: 4031.924805
	Iteration 34F: 3 clusters Score -311477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Entering Unmasked Estep 
Score: -923029.500000 Penalty: 2245.778076
	Iteration 0F: 2 clusters Score -923029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -916246.250000 Penalty: 4491.556152
	Iteration 0F: 3 clusters Score -916246.2 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -918186.250000 Penalty: 4491.556152
	Iteration 1F: 3 clusters Score -918186.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -918507.375000 Penalty: 4491.556152
	Iteration 2F: 3 clusters Score -918507.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -918758.750000 Penalty: 4491.556152
	Iteration 3F: 3 clusters Score -918758.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -919012.437500 Penalty: 4491.556152
	Iteration 4Q: 3 clusters Score -919012.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -919291.937500 Penalty: 4491.556152
	Iteration 5Q: 3 clusters Score -919291.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -919627.937500 Penalty: 4491.556152
	Iteration 6F: 3 clusters Score -919627.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -919957.187500 Penalty: 4491.556152
	Iteration 7F: 3 clusters Score -919957.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -920257.062500 Penalty: 4491.556152
	Iteration 8F: 3 clusters Score -920257.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -920525.000000 Penalty: 4491.556152
	Iteration 9Q: 3 clusters Score -920525 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -920759.062500 Penalty: 4491.556152
	Iteration 10Q: 3 clusters Score -920759.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -920931.125000 Penalty: 4491.556152
	Iteration 11Q: 3 clusters Score -920931.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -921065.125000 Penalty: 4491.556152
	Iteration 12Q: 3 clusters Score -921065.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -921159.875000 Penalty: 4491.556152
	Iteration 13Q: 3 clusters Score -921159.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -921254.437500 Penalty: 4491.556152
	Iteration 14Q: 3 clusters Score -921254.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -921324.750000 Penalty: 4491.556152
	Iteration 15Q: 3 clusters Score -921324.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -921387.187500 Penalty: 4491.556152
	Iteration 16Q: 3 clusters Score -921387.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -921448.062500 Penalty: 4491.556152
	Iteration 17Q: 3 clusters Score -921448.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -921487.687500 Penalty: 4491.556152
	Iteration 18Q: 3 clusters Score -921487.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -921512.812500 Penalty: 4491.556152
	Iteration 19Q: 3 clusters Score -921512.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -921530.625000 Penalty: 4491.556152
	Iteration 20F: 3 clusters Score -921530.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -921544.125000 Penalty: 4491.556152
	Iteration 21Q: 3 clusters Score -921544.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -921556.937500 Penalty: 4491.556152
	Iteration 22Q: 3 clusters Score -921556.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -921571.437500 Penalty: 4491.556152
	Iteration 23Q: 3 clusters Score -921571.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -921582.000000 Penalty: 4491.556152
	Iteration 24Q: 3 clusters Score -921582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -921590.687500 Penalty: 4491.556152
	Iteration 25Q: 3 clusters Score -921590.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -921600.125000 Penalty: 4491.556152
	Iteration 26Q: 3 clusters Score -921600.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -921607.375000 Penalty: 4491.556152
	Iteration 27Q: 3 clusters Score -921607.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -921615.687500 Penalty: 4491.556152
	Iteration 28Q: 3 clusters Score -921615.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -921618.500000 Penalty: 4491.556152
	Iteration 29Q: 3 clusters Score -921618.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -921623.500000 Penalty: 4491.556152
	Iteration 30Q: 3 clusters Score -921623.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -921624.312500 Penalty: 4491.556152
	Iteration 31Q: 3 clusters Score -921624.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -921629.812500 Penalty: 4491.556152
	Iteration 32Q: 3 clusters Score -921629.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -921635.187500 Penalty: 4491.556152
	Iteration 33Q: 3 clusters Score -921635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -921637.062500 Penalty: 4491.556152
	Iteration 34Q: 3 clusters Score -921637.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -921638.875000 Penalty: 4491.556152
	Iteration 35Q: 3 clusters Score -921638.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -921639.750000 Penalty: 4491.556152
	Iteration 36Q: 3 clusters Score -921639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -921641.750000 Penalty: 4491.556152
	Iteration 37Q: 3 clusters Score -921641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -921642.062500 Penalty: 4491.556152
	Iteration 38Q: 3 clusters Score -921642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -921643.875000 Penalty: 4491.556152
	Iteration 39Q: 3 clusters Score -921643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -921644.562500 Penalty: 4491.556152
	Iteration 40F: 3 clusters Score -921644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -921648.812500 Penalty: 4491.556152
	Iteration 41Q: 3 clusters Score -921648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -921646.812500 Penalty: 4491.556152
	Iteration 42Q: 3 clusters Score -921646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -921648.375000 Penalty: 4491.556152
	Iteration 43Q: 3 clusters Score -921648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -921650.312500 Penalty: 4491.556152
	Iteration 44Q: 3 clusters Score -921650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -921650.937500 Penalty: 4491.556152
	Iteration 45Q: 3 clusters Score -921650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -921653.562500 Penalty: 4491.556152
	Iteration 46Q: 3 clusters Score -921653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -921655.125000 Penalty: 4491.556152
	Iteration 47Q: 3 clusters Score -921655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -921655.875000 Penalty: 4491.556152
	Iteration 48Q: 3 clusters Score -921655.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -921657.312500 Penalty: 4491.556152
	Iteration 49Q: 3 clusters Score -921657.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -921659.875000 Penalty: 4491.556152
	Iteration 50Q: 3 clusters Score -921659.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -921665.875000 Penalty: 4491.556152
	Iteration 51Q: 3 clusters Score -921665.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -921671.062500 Penalty: 4491.556152
	Iteration 52Q: 3 clusters Score -921671.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -921680.125000 Penalty: 4491.556152
	Iteration 53Q: 3 clusters Score -921680.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -921681.125000 Penalty: 4491.556152
	Iteration 54Q: 3 clusters Score -921681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -921682.437500 Penalty: 4491.556152
	Iteration 55Q: 3 clusters Score -921682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -921687.250000 Penalty: 4491.556152
	Iteration 56Q: 3 clusters Score -921687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -921688.562500 Penalty: 4491.556152
	Iteration 57Q: 3 clusters Score -921688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -921690.875000 Penalty: 4491.556152
	Iteration 58Q: 3 clusters Score -921690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -921692.875000 Penalty: 4491.556152
	Iteration 59Q: 3 clusters Score -921692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -921694.000000 Penalty: 4491.556152
	Iteration 60F: 3 clusters Score -921694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -921692.750000 Penalty: 4491.556152
	Iteration 61Q: 3 clusters Score -921692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -921692.812500 Penalty: 4491.556152
	Iteration 62Q: 3 clusters Score -921692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -921693.812500 Penalty: 4491.556152
	Iteration 63Q: 3 clusters Score -921693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -921695.125000 Penalty: 4491.556152
	Iteration 64Q: 3 clusters Score -921695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -921694.750000 Penalty: 4491.556152
	Iteration 65Q: 3 clusters Score -921694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -921695.125000 Penalty: 4491.556152
	Iteration 66Q: 3 clusters Score -921695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -921697.187500 Penalty: 4491.556152
	Iteration 67Q: 3 clusters Score -921697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -921698.750000 Penalty: 4491.556152
	Iteration 68Q: 3 clusters Score -921698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -921698.500000 Penalty: 4491.556152
	Iteration 69Q: 3 clusters Score -921698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -921700.125000 Penalty: 4491.556152
	Iteration 70Q: 3 clusters Score -921700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -921699.250000 Penalty: 4491.556152
	Iteration 71Q: 3 clusters Score -921699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -921700.000000 Penalty: 4491.556152
	Iteration 72Q: 3 clusters Score -921700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -921699.562500 Penalty: 4491.556152
	Iteration 73Q: 3 clusters Score -921699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -921699.000000 Penalty: 4491.556152
	Iteration 74Q: 3 clusters Score -921699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -921699.000000 Penalty: 4491.556152
	Iteration 75F: 3 clusters Score -921699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -571848.375000 Penalty: 2141.121094
	Iteration 0F: 2 clusters Score -571848.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -566929.000000 Penalty: 4282.242188
	Iteration 0F: 3 clusters Score -566929 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -568181.687500 Penalty: 4282.242188
	Iteration 1F: 3 clusters Score -568181.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -568447.312500 Penalty: 4282.242188
	Iteration 2F: 3 clusters Score -568447.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -568619.437500 Penalty: 4282.242188
	Iteration 3F: 3 clusters Score -568619.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -568747.750000 Penalty: 4282.242188
	Iteration 4Q: 3 clusters Score -568747.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -568851.562500 Penalty: 4282.242188
	Iteration 5Q: 3 clusters Score -568851.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -568932.625000 Penalty: 4282.242188
	Iteration 6Q: 3 clusters Score -568932.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -568995.625000 Penalty: 4282.242188
	Iteration 7Q: 3 clusters Score -568995.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -569061.937500 Penalty: 4282.242188
	Iteration 8Q: 3 clusters Score -569061.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -569112.000000 Penalty: 4282.242188
	Iteration 9Q: 3 clusters Score -569112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -569149.812500 Penalty: 4282.242188
	Iteration 10Q: 3 clusters Score -569149.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -569181.062500 Penalty: 4282.242188
	Iteration 11Q: 3 clusters Score -569181.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -569213.750000 Penalty: 4282.242188
	Iteration 12Q: 3 clusters Score -569213.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -569239.437500 Penalty: 4282.242188
	Iteration 13Q: 3 clusters Score -569239.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -569258.250000 Penalty: 4282.242188
	Iteration 14Q: 3 clusters Score -569258.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -569277.687500 Penalty: 4282.242188
	Iteration 15Q: 3 clusters Score -569277.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -569297.187500 Penalty: 4282.242188
	Iteration 16Q: 3 clusters Score -569297.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -569320.812500 Penalty: 4282.242188
	Iteration 17Q: 3 clusters Score -569320.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -569347.062500 Penalty: 4282.242188
	Iteration 18Q: 3 clusters Score -569347.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -569374.750000 Penalty: 4282.242188
	Iteration 19Q: 3 clusters Score -569374.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -569398.812500 Penalty: 4282.242188
	Iteration 20F: 3 clusters Score -569398.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -569420.687500 Penalty: 4282.242188
	Iteration 21Q: 3 clusters Score -569420.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -569439.687500 Penalty: 4282.242188
	Iteration 22Q: 3 clusters Score -569439.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -569464.250000 Penalty: 4282.242188
	Iteration 23Q: 3 clusters Score -569464.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -569490.875000 Penalty: 4282.242188
	Iteration 24Q: 3 clusters Score -569490.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -569515.687500 Penalty: 4282.242188
	Iteration 25Q: 3 clusters Score -569515.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -569537.437500 Penalty: 4282.242188
	Iteration 26Q: 3 clusters Score -569537.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -569560.187500 Penalty: 4282.242188
	Iteration 27Q: 3 clusters Score -569560.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -569581.687500 Penalty: 4282.242188
	Iteration 28Q: 3 clusters Score -569581.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -569604.812500 Penalty: 4282.242188
	Iteration 29Q: 3 clusters Score -569604.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -569628.062500 Penalty: 4282.242188
	Iteration 30Q: 3 clusters Score -569628.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -569646.500000 Penalty: 4282.242188
	Iteration 31Q: 3 clusters Score -569646.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -569668.312500 Penalty: 4282.242188
	Iteration 32Q: 3 clusters Score -569668.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -569688.875000 Penalty: 4282.242188
	Iteration 33Q: 3 clusters Score -569688.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -569708.000000 Penalty: 4282.242188
	Iteration 34Q: 3 clusters Score -569708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -569731.875000 Penalty: 4282.242188
	Iteration 35Q: 3 clusters Score -569731.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -569755.500000 Penalty: 4282.242188
	Iteration 36Q: 3 clusters Score -569755.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -569774.562500 Penalty: 4282.242188
	Iteration 37Q: 3 clusters Score -569774.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -569800.187500 Penalty: 4282.242188
	Iteration 38Q: 3 clusters Score -569800.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -569829.375000 Penalty: 4282.242188
	Iteration 39Q: 3 clusters Score -569829.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -569855.562500 Penalty: 4282.242188
	Iteration 40F: 3 clusters Score -569855.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -569880.125000 Penalty: 4282.242188
	Iteration 41Q: 3 clusters Score -569880.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -569907.250000 Penalty: 4282.242188
	Iteration 42Q: 3 clusters Score -569907.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -569927.375000 Penalty: 4282.242188
	Iteration 43Q: 3 clusters Score -569927.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -569951.125000 Penalty: 4282.242188
	Iteration 44Q: 3 clusters Score -569951.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -569973.187500 Penalty: 4282.242188
	Iteration 45Q: 3 clusters Score -569973.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -569990.687500 Penalty: 4282.242188
	Iteration 46Q: 3 clusters Score -569990.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -570004.500000 Penalty: 4282.242188
	Iteration 47Q: 3 clusters Score -570004.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -570018.625000 Penalty: 4282.242188
	Iteration 48Q: 3 clusters Score -570018.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -570031.812500 Penalty: 4282.242188
	Iteration 49Q: 3 clusters Score -570031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -570038.312500 Penalty: 4282.242188
	Iteration 50Q: 3 clusters Score -570038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -570045.187500 Penalty: 4282.242188
	Iteration 51Q: 3 clusters Score -570045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -570049.500000 Penalty: 4282.242188
	Iteration 52Q: 3 clusters Score -570049.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -570055.562500 Penalty: 4282.242188
	Iteration 53Q: 3 clusters Score -570055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -570058.875000 Penalty: 4282.242188
	Iteration 54Q: 3 clusters Score -570058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -570067.187500 Penalty: 4282.242188
	Iteration 55Q: 3 clusters Score -570067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -570074.000000 Penalty: 4282.242188
	Iteration 56Q: 3 clusters Score -570074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -570080.937500 Penalty: 4282.242188
	Iteration 57Q: 3 clusters Score -570080.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -570090.625000 Penalty: 4282.242188
	Iteration 58Q: 3 clusters Score -570090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -570095.937500 Penalty: 4282.242188
	Iteration 59Q: 3 clusters Score -570095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -570099.562500 Penalty: 4282.242188
	Iteration 60F: 3 clusters Score -570099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -570100.937500 Penalty: 4282.242188
	Iteration 61Q: 3 clusters Score -570100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -570102.250000 Penalty: 4282.242188
	Iteration 62Q: 3 clusters Score -570102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -570103.437500 Penalty: 4282.242188
	Iteration 63Q: 3 clusters Score -570103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -570103.437500 Penalty: 4282.242188
	Iteration 64F: 3 clusters Score -570103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -280677.718750 Penalty: 1942.831055
	Iteration 0F: 2 clusters Score -280677.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -277759.531250 Penalty: 3885.662109
	Iteration 0F: 3 clusters Score -277759.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -278343.531250 Penalty: 3885.662109
	Iteration 1F: 3 clusters Score -278343.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -278503.250000 Penalty: 3885.662109
	Iteration 2F: 3 clusters Score -278503.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -278584.187500 Penalty: 3885.662109
	Iteration 3Q: 3 clusters Score -278584.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278641.718750 Penalty: 3885.662109
	Iteration 4Q: 3 clusters Score -278641.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -278685.937500 Penalty: 3885.662109
	Iteration 5Q: 3 clusters Score -278685.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -278717.062500 Penalty: 3885.662109
	Iteration 6Q: 3 clusters Score -278717.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -278739.687500 Penalty: 3885.662109
	Iteration 7Q: 3 clusters Score -278739.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -278769.968750 Penalty: 3885.662109
	Iteration 8Q: 3 clusters Score -278770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -278800.687500 Penalty: 3885.662109
	Iteration 9Q: 3 clusters Score -278800.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -278818.593750 Penalty: 3885.662109
	Iteration 10Q: 3 clusters Score -278818.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -278832.843750 Penalty: 3885.662109
	Iteration 11Q: 3 clusters Score -278832.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -278847.093750 Penalty: 3885.662109
	Iteration 12Q: 3 clusters Score -278847.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -278858.312500 Penalty: 3885.662109
	Iteration 13Q: 3 clusters Score -278858.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -278872.437500 Penalty: 3885.662109
	Iteration 14Q: 3 clusters Score -278872.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -278881.593750 Penalty: 3885.662109
	Iteration 15Q: 3 clusters Score -278881.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -278888.312500 Penalty: 3885.662109
	Iteration 16Q: 3 clusters Score -278888.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -278894.406250 Penalty: 3885.662109
	Iteration 17Q: 3 clusters Score -278894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -278899.218750 Penalty: 3885.662109
	Iteration 18Q: 3 clusters Score -278899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -278903.656250 Penalty: 3885.662109
	Iteration 19Q: 3 clusters Score -278903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -278908.625000 Penalty: 3885.662109
	Iteration 20F: 3 clusters Score -278908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -278911.406250 Penalty: 3885.662109
	Iteration 21Q: 3 clusters Score -278911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -278915.187500 Penalty: 3885.662109
	Iteration 22Q: 3 clusters Score -278915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -278917.343750 Penalty: 3885.662109
	Iteration 23Q: 3 clusters Score -278917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -278920.687500 Penalty: 3885.662109
	Iteration 24Q: 3 clusters Score -278920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -278922.000000 Penalty: 3885.662109
	Iteration 25Q: 3 clusters Score -278922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -278922.000000 Penalty: 3885.662109
	Iteration 26F: 3 clusters Score -278922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -775437.812500 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -775437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -769481.625000 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -769481.6 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -771128.000000 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -771128 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -771454.187500 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -771454.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -771693.312500 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -771693.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -771888.937500 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -771888.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -772025.375000 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -772025.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -772128.500000 Penalty: 4411.824707
	Iteration 6Q: 3 clusters Score -772128.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -772234.312500 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -772234.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -772350.937500 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -772350.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -772458.500000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -772458.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -772550.375000 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -772550.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -772643.125000 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -772643.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -772746.562500 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -772746.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -772853.500000 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -772853.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -772938.000000 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -772938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -772994.562500 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -772994.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -773060.812500 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -773060.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -773120.437500 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -773120.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -773186.312500 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -773186.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -773242.875000 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -773242.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -773310.875000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -773310.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -773362.187500 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -773362.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -773414.875000 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -773414.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -773476.687500 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -773476.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -773542.062500 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -773542.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -773613.500000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -773613.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -773700.875000 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -773700.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -773763.062500 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -773763.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -773790.625000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -773790.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -773806.062500 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -773806.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -773815.500000 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -773815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -773826.500000 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -773826.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -773833.000000 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -773833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -773838.312500 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -773838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -773843.875000 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -773843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -773848.125000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -773848.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -773851.437500 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -773851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -773852.750000 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -773852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -773854.937500 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -773854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -773857.500000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -773857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -773859.937500 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -773859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -773862.250000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -773862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -773864.937500 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -773864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -773870.250000 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -773870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -773872.500000 Penalty: 4411.824707
	Iteration 44Q: 3 clusters Score -773872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -773875.687500 Penalty: 4411.824707
	Iteration 45Q: 3 clusters Score -773875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -773878.250000 Penalty: 4411.824707
	Iteration 46Q: 3 clusters Score -773878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -773880.812500 Penalty: 4411.824707
	Iteration 47Q: 3 clusters Score -773880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -773881.125000 Penalty: 4411.824707
	Iteration 48Q: 3 clusters Score -773881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -773881.875000 Penalty: 4411.824707
	Iteration 49Q: 3 clusters Score -773881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -773884.437500 Penalty: 4411.824707
	Iteration 50Q: 3 clusters Score -773884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -773885.437500 Penalty: 4411.824707
	Iteration 51Q: 3 clusters Score -773885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -773886.625000 Penalty: 4411.824707
	Iteration 52Q: 3 clusters Score -773886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -773886.625000 Penalty: 4411.824707
	Iteration 53F: 3 clusters Score -773886.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -527078.250000 Penalty: 2103.685303
	Iteration 0F: 2 clusters Score -527078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -522695.156250 Penalty: 4207.370605
	Iteration 0F: 3 clusters Score -522695.2 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -523839.625000 Penalty: 4207.370605
	Iteration 1F: 3 clusters Score -523839.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -524098.062500 Penalty: 4207.370605
	Iteration 2F: 3 clusters Score -524098.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -524306.125000 Penalty: 4207.370605
	Iteration 3F: 3 clusters Score -524306.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -524516.500000 Penalty: 4207.370605
	Iteration 4F: 3 clusters Score -524516.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -524721.250000 Penalty: 4207.370605
	Iteration 5F: 3 clusters Score -524721.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -524916.375000 Penalty: 4207.370605
	Iteration 6Q: 3 clusters Score -524916.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -525091.687500 Penalty: 4207.370605
	Iteration 7Q: 3 clusters Score -525091.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -525227.312500 Penalty: 4207.370605
	Iteration 8Q: 3 clusters Score -525227.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -525309.812500 Penalty: 4207.370605
	Iteration 9Q: 3 clusters Score -525309.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -525368.875000 Penalty: 4207.370605
	Iteration 10Q: 3 clusters Score -525368.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -525411.625000 Penalty: 4207.370605
	Iteration 11Q: 3 clusters Score -525411.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -525440.187500 Penalty: 4207.370605
	Iteration 12Q: 3 clusters Score -525440.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -525457.250000 Penalty: 4207.370605
	Iteration 13Q: 3 clusters Score -525457.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -525471.750000 Penalty: 4207.370605
	Iteration 14Q: 3 clusters Score -525471.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -525481.687500 Penalty: 4207.370605
	Iteration 15Q: 3 clusters Score -525481.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -525487.875000 Penalty: 4207.370605
	Iteration 16Q: 3 clusters Score -525487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -525494.062500 Penalty: 4207.370605
	Iteration 17Q: 3 clusters Score -525494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -525497.187500 Penalty: 4207.370605
	Iteration 18Q: 3 clusters Score -525497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -525499.812500 Penalty: 4207.370605
	Iteration 19Q: 3 clusters Score -525499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -525505.250000 Penalty: 4207.370605
	Iteration 20F: 3 clusters Score -525505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -525507.125000 Penalty: 4207.370605
	Iteration 21Q: 3 clusters Score -525507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -525513.562500 Penalty: 4207.370605
	Iteration 22Q: 3 clusters Score -525513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -525520.250000 Penalty: 4207.370605
	Iteration 23Q: 3 clusters Score -525520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -525524.687500 Penalty: 4207.370605
	Iteration 24Q: 3 clusters Score -525524.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -525527.375000 Penalty: 4207.370605
	Iteration 25Q: 3 clusters Score -525527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -525528.625000 Penalty: 4207.370605
	Iteration 26Q: 3 clusters Score -525528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -525530.000000 Penalty: 4207.370605
	Iteration 27Q: 3 clusters Score -525530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -525532.750000 Penalty: 4207.370605
	Iteration 28Q: 3 clusters Score -525532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -525534.437500 Penalty: 4207.370605
	Iteration 29Q: 3 clusters Score -525534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -525534.000000 Penalty: 4207.370605
	Iteration 30Q: 3 clusters Score -525534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -525534.437500 Penalty: 4207.370605
	Iteration 31Q: 3 clusters Score -525534.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -525534.437500 Penalty: 4207.370605
	Iteration 32F: 3 clusters Score -525534.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -444788.656250 Penalty: 2093.090332
	Iteration 0F: 2 clusters Score -444788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -440472.687500 Penalty: 4186.180664
	Iteration 0F: 3 clusters Score -440472.7 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -441584.656250 Penalty: 4186.180664
	Iteration 1F: 3 clusters Score -441584.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -441882.875000 Penalty: 4186.180664
	Iteration 2F: 3 clusters Score -441882.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -442143.312500 Penalty: 4186.180664
	Iteration 3F: 3 clusters Score -442143.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -442376.562500 Penalty: 4186.180664
	Iteration 4F: 3 clusters Score -442376.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -442592.406250 Penalty: 4186.180664
	Iteration 5F: 3 clusters Score -442592.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -442769.562500 Penalty: 4186.180664
	Iteration 6Q: 3 clusters Score -442769.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -442909.687500 Penalty: 4186.180664
	Iteration 7Q: 3 clusters Score -442909.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -443000.500000 Penalty: 4186.180664
	Iteration 8Q: 3 clusters Score -443000.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -443068.781250 Penalty: 4186.180664
	Iteration 9Q: 3 clusters Score -443068.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -443113.218750 Penalty: 4186.180664
	Iteration 10Q: 3 clusters Score -443113.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -443145.156250 Penalty: 4186.180664
	Iteration 11Q: 3 clusters Score -443145.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -443169.343750 Penalty: 4186.180664
	Iteration 12Q: 3 clusters Score -443169.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -443189.812500 Penalty: 4186.180664
	Iteration 13Q: 3 clusters Score -443189.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -443215.531250 Penalty: 4186.180664
	Iteration 14Q: 3 clusters Score -443215.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -443238.218750 Penalty: 4186.180664
	Iteration 15Q: 3 clusters Score -443238.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -443257.750000 Penalty: 4186.180664
	Iteration 16Q: 3 clusters Score -443257.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -443269.906250 Penalty: 4186.180664
	Iteration 17Q: 3 clusters Score -443269.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -443280.687500 Penalty: 4186.180664
	Iteration 18Q: 3 clusters Score -443280.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -443284.781250 Penalty: 4186.180664
	Iteration 19Q: 3 clusters Score -443284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -443293.375000 Penalty: 4186.180664
	Iteration 20F: 3 clusters Score -443293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -443300.750000 Penalty: 4186.180664
	Iteration 21Q: 3 clusters Score -443300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -443307.250000 Penalty: 4186.180664
	Iteration 22Q: 3 clusters Score -443307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -443311.656250 Penalty: 4186.180664
	Iteration 23Q: 3 clusters Score -443311.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -443317.718750 Penalty: 4186.180664
	Iteration 24Q: 3 clusters Score -443317.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -443322.531250 Penalty: 4186.180664
	Iteration 25Q: 3 clusters Score -443322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -443327.968750 Penalty: 4186.180664
	Iteration 26Q: 3 clusters Score -443328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -443330.812500 Penalty: 4186.180664
	Iteration 27Q: 3 clusters Score -443330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -443332.156250 Penalty: 4186.180664
	Iteration 28Q: 3 clusters Score -443332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -443332.781250 Penalty: 4186.180664
	Iteration 29Q: 3 clusters Score -443332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -443333.656250 Penalty: 4186.180664
	Iteration 30Q: 3 clusters Score -443333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -443333.656250 Penalty: 4186.180664
	Iteration 31Q: 3 clusters Score -443333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -443334.281250 Penalty: 4186.180664
	Iteration 32Q: 3 clusters Score -443334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -443335.656250 Penalty: 4186.180664
	Iteration 33Q: 3 clusters Score -443335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -443336.406250 Penalty: 4186.180664
	Iteration 34Q: 3 clusters Score -443336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -443337.437500 Penalty: 4186.180664
	Iteration 35Q: 3 clusters Score -443337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -443338.437500 Penalty: 4186.180664
	Iteration 36Q: 3 clusters Score -443338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -443338.343750 Penalty: 4186.180664
	Iteration 37Q: 3 clusters Score -443338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -443339.687500 Penalty: 4186.180664
	Iteration 38Q: 3 clusters Score -443339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -443339.687500 Penalty: 4186.180664
	Iteration 39F: 3 clusters Score -443339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -783528.437500 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -783528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -777430.312500 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -777430.3 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -779058.437500 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -779058.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -779315.625000 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -779315.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -779522.937500 Penalty: 4426.431641
	Iteration 3F: 3 clusters Score -779522.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -779725.187500 Penalty: 4426.431641
	Iteration 4Q: 3 clusters Score -779725.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -779926.250000 Penalty: 4426.431641
	Iteration 5Q: 3 clusters Score -779926.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -780154.687500 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -780154.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -780434.750000 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -780434.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -780770.687500 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -780770.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -781162.750000 Penalty: 4426.431641
	Iteration 9F: 3 clusters Score -781162.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -781625.125000 Penalty: 4426.431641
	Iteration 10F: 3 clusters Score -781625.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -782098.250000 Penalty: 4426.431641
	Iteration 11F: 3 clusters Score -782098.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -782547.250000 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -782547.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -782849.187500 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -782849.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -782997.062500 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -782997.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -783084.812500 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -783084.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -783134.125000 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -783134.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -783155.312500 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -783155.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -783165.250000 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -783165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -783174.062500 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -783174.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -783180.312500 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -783180.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -783187.750000 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -783187.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -783194.062500 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -783194.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -783202.000000 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -783202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -783203.250000 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -783203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -783204.812500 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -783204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -783206.500000 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -783206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -783206.000000 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -783206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -783207.187500 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -783207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -783208.687500 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -783208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -783208.125000 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -783208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -783208.125000 Penalty: 4426.431641
	Iteration 31F: 3 clusters Score -783208.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -530788.375000 Penalty: 2115.711914
	Iteration 0F: 2 clusters Score -530788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -526241.250000 Penalty: 4231.423828
	Iteration 0F: 3 clusters Score -526241.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -527331.687500 Penalty: 4231.423828
	Iteration 1F: 3 clusters Score -527331.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -527627.875000 Penalty: 4231.423828
	Iteration 2F: 3 clusters Score -527627.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -527934.750000 Penalty: 4231.423828
	Iteration 3F: 3 clusters Score -527934.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -528338.875000 Penalty: 4231.423828
	Iteration 4F: 3 clusters Score -528338.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -528771.750000 Penalty: 4231.423828
	Iteration 5F: 3 clusters Score -528771.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -529167.125000 Penalty: 4231.423828
	Iteration 6F: 3 clusters Score -529167.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -529442.562500 Penalty: 4231.423828
	Iteration 7Q: 3 clusters Score -529442.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -529596.812500 Penalty: 4231.423828
	Iteration 8Q: 3 clusters Score -529596.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -529678.562500 Penalty: 4231.423828
	Iteration 9Q: 3 clusters Score -529678.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -529731.312500 Penalty: 4231.423828
	Iteration 10Q: 3 clusters Score -529731.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -529780.062500 Penalty: 4231.423828
	Iteration 11Q: 3 clusters Score -529780.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -529818.375000 Penalty: 4231.423828
	Iteration 12Q: 3 clusters Score -529818.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -529850.812500 Penalty: 4231.423828
	Iteration 13Q: 3 clusters Score -529850.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -529876.875000 Penalty: 4231.423828
	Iteration 14Q: 3 clusters Score -529876.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -529901.000000 Penalty: 4231.423828
	Iteration 15Q: 3 clusters Score -529901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -529922.062500 Penalty: 4231.423828
	Iteration 16Q: 3 clusters Score -529922.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -529938.812500 Penalty: 4231.423828
	Iteration 17Q: 3 clusters Score -529938.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -529961.500000 Penalty: 4231.423828
	Iteration 18Q: 3 clusters Score -529961.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -529976.875000 Penalty: 4231.423828
	Iteration 19Q: 3 clusters Score -529976.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -529988.000000 Penalty: 4231.423828
	Iteration 20F: 3 clusters Score -529988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -529996.687500 Penalty: 4231.423828
	Iteration 21Q: 3 clusters Score -529996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -530002.812500 Penalty: 4231.423828
	Iteration 22Q: 3 clusters Score -530002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -530009.062500 Penalty: 4231.423828
	Iteration 23Q: 3 clusters Score -530009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -530012.750000 Penalty: 4231.423828
	Iteration 24Q: 3 clusters Score -530012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -530018.750000 Penalty: 4231.423828
	Iteration 25Q: 3 clusters Score -530018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -530022.562500 Penalty: 4231.423828
	Iteration 26Q: 3 clusters Score -530022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -530030.250000 Penalty: 4231.423828
	Iteration 27Q: 3 clusters Score -530030.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -530038.312500 Penalty: 4231.423828
	Iteration 28Q: 3 clusters Score -530038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -530044.937500 Penalty: 4231.423828
	Iteration 29Q: 3 clusters Score -530044.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -530052.562500 Penalty: 4231.423828
	Iteration 30Q: 3 clusters Score -530052.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -530058.437500 Penalty: 4231.423828
	Iteration 31Q: 3 clusters Score -530058.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -530063.937500 Penalty: 4231.423828
	Iteration 32Q: 3 clusters Score -530063.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -530071.687500 Penalty: 4231.423828
	Iteration 33Q: 3 clusters Score -530071.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -530081.687500 Penalty: 4231.423828
	Iteration 34Q: 3 clusters Score -530081.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -530093.500000 Penalty: 4231.423828
	Iteration 35Q: 3 clusters Score -530093.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -530102.312500 Penalty: 4231.423828
	Iteration 36Q: 3 clusters Score -530102.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -530114.812500 Penalty: 4231.423828
	Iteration 37Q: 3 clusters Score -530114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -530125.000000 Penalty: 4231.423828
	Iteration 38Q: 3 clusters Score -530125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -530136.125000 Penalty: 4231.423828
	Iteration 39Q: 3 clusters Score -530136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -530150.000000 Penalty: 4231.423828
	Iteration 40F: 3 clusters Score -530150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -530160.562500 Penalty: 4231.423828
	Iteration 41Q: 3 clusters Score -530160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -530164.125000 Penalty: 4231.423828
	Iteration 42Q: 3 clusters Score -530164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -530170.562500 Penalty: 4231.423828
	Iteration 43Q: 3 clusters Score -530170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -530174.250000 Penalty: 4231.423828
	Iteration 44Q: 3 clusters Score -530174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -530178.750000 Penalty: 4231.423828
	Iteration 45Q: 3 clusters Score -530178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -530181.312500 Penalty: 4231.423828
	Iteration 46Q: 3 clusters Score -530181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -530181.500000 Penalty: 4231.423828
	Iteration 47Q: 3 clusters Score -530181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -530182.125000 Penalty: 4231.423828
	Iteration 48Q: 3 clusters Score -530182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -530183.562500 Penalty: 4231.423828
	Iteration 49Q: 3 clusters Score -530183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -530184.500000 Penalty: 4231.423828
	Iteration 50Q: 3 clusters Score -530184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -530184.875000 Penalty: 4231.423828
	Iteration 51Q: 3 clusters Score -530184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -530185.562500 Penalty: 4231.423828
	Iteration 52Q: 3 clusters Score -530185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -530185.312500 Penalty: 4231.423828
	Iteration 53Q: 3 clusters Score -530185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -530185.312500 Penalty: 4231.423828
	Iteration 54F: 3 clusters Score -530185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -214860.734375 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -214860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -212275.000000 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -212275 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -212790.390625 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -212790.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212918.718750 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -212918.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -212979.625000 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -212979.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213020.265625 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -213020.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -213050.328125 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -213050.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -213075.109375 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -213075.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213087.718750 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -213087.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213100.875000 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -213100.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213112.781250 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -213112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -213128.093750 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -213128.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213136.031250 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -213136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -213142.500000 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -213142.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213148.906250 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -213148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -213152.203125 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -213152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -213154.828125 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -213154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213156.421875 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -213156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213156.703125 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -213156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213157.109375 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -213157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213158.781250 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -213158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213159.750000 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -213159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -806147.750000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -806147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -800288.812500 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -800288.8 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -801823.875000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -801823.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -802077.000000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -802077 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -802247.187500 Penalty: 4406.629395
	Iteration 3Q: 3 clusters Score -802247.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -802369.687500 Penalty: 4406.629395
	Iteration 4Q: 3 clusters Score -802369.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -802488.437500 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -802488.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -802595.937500 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -802595.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -802730.875000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -802730.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -802852.500000 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -802852.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -802970.812500 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -802970.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -803091.687500 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -803091.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -803199.875000 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -803199.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -803291.750000 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -803291.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -803380.312500 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -803380.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -803459.437500 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -803459.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -803532.937500 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -803532.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -803579.375000 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -803579.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -803612.937500 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -803612.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -803638.687500 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -803638.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -803653.125000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -803653.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -803666.687500 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -803666.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -803680.687500 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -803680.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -803690.437500 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -803690.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -803703.125000 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -803703.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -803720.312500 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -803720.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -803739.750000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -803739.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -803751.062500 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -803751.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -803764.000000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -803764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -803774.750000 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -803774.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -803784.250000 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -803784.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -803797.625000 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -803797.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -803803.562500 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -803803.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -803811.937500 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -803811.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -803821.562500 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -803821.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -803826.500000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -803826.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -803830.062500 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -803830.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -803833.500000 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -803833.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -803838.625000 Penalty: 4406.629395
	Iteration 37Q: 3 clusters Score -803838.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -803842.062500 Penalty: 4406.629395
	Iteration 38Q: 3 clusters Score -803842.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -803842.875000 Penalty: 4406.629395
	Iteration 39Q: 3 clusters Score -803842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -803846.500000 Penalty: 4406.629395
	Iteration 40F: 3 clusters Score -803846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -803847.500000 Penalty: 4406.629395
	Iteration 41Q: 3 clusters Score -803847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -803851.750000 Penalty: 4406.629395
	Iteration 42Q: 3 clusters Score -803851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -803853.625000 Penalty: 4406.629395
	Iteration 43Q: 3 clusters Score -803853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -803858.062500 Penalty: 4406.629395
	Iteration 44Q: 3 clusters Score -803858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -803860.375000 Penalty: 4406.629395
	Iteration 45Q: 3 clusters Score -803860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -803862.500000 Penalty: 4406.629395
	Iteration 46Q: 3 clusters Score -803862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -803864.125000 Penalty: 4406.629395
	Iteration 47Q: 3 clusters Score -803864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -803862.187500 Penalty: 4406.629395
	Iteration 48Q: 3 clusters Score -803862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -803863.312500 Penalty: 4406.629395
	Iteration 49Q: 3 clusters Score -803863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -803868.000000 Penalty: 4406.629395
	Iteration 50Q: 3 clusters Score -803868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -803869.125000 Penalty: 4406.629395
	Iteration 51Q: 3 clusters Score -803869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -803871.625000 Penalty: 4406.629395
	Iteration 52Q: 3 clusters Score -803871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -803874.375000 Penalty: 4406.629395
	Iteration 53Q: 3 clusters Score -803874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -803874.062500 Penalty: 4406.629395
	Iteration 54Q: 3 clusters Score -803874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -803875.250000 Penalty: 4406.629395
	Iteration 55Q: 3 clusters Score -803875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -803872.875000 Penalty: 4406.629395
	Iteration 56Q: 3 clusters Score -803872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -803875.375000 Penalty: 4406.629395
	Iteration 57Q: 3 clusters Score -803875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -803876.375000 Penalty: 4406.629395
	Iteration 58Q: 3 clusters Score -803876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -803876.750000 Penalty: 4406.629395
	Iteration 59Q: 3 clusters Score -803876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -803878.375000 Penalty: 4406.629395
	Iteration 60F: 3 clusters Score -803878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -803880.500000 Penalty: 4406.629395
	Iteration 61Q: 3 clusters Score -803880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -803885.562500 Penalty: 4406.629395
	Iteration 62Q: 3 clusters Score -803885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -803887.687500 Penalty: 4406.629395
	Iteration 63Q: 3 clusters Score -803887.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -803891.750000 Penalty: 4406.629395
	Iteration 64Q: 3 clusters Score -803891.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -803897.937500 Penalty: 4406.629395
	Iteration 65Q: 3 clusters Score -803897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -803900.437500 Penalty: 4406.629395
	Iteration 66Q: 3 clusters Score -803900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -803901.687500 Penalty: 4406.629395
	Iteration 67Q: 3 clusters Score -803901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -803904.625000 Penalty: 4406.629395
	Iteration 68Q: 3 clusters Score -803904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -803904.750000 Penalty: 4406.629395
	Iteration 69Q: 3 clusters Score -803904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -803907.875000 Penalty: 4406.629395
	Iteration 70Q: 3 clusters Score -803907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -803908.750000 Penalty: 4406.629395
	Iteration 71Q: 3 clusters Score -803908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -803911.125000 Penalty: 4406.629395
	Iteration 72Q: 3 clusters Score -803911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -803913.875000 Penalty: 4406.629395
	Iteration 73Q: 3 clusters Score -803913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -803915.125000 Penalty: 4406.629395
	Iteration 74Q: 3 clusters Score -803915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -803919.937500 Penalty: 4406.629395
	Iteration 75Q: 3 clusters Score -803919.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -803924.000000 Penalty: 4406.629395
	Iteration 76Q: 3 clusters Score -803924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -803925.500000 Penalty: 4406.629395
	Iteration 77Q: 3 clusters Score -803925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -803927.125000 Penalty: 4406.629395
	Iteration 78Q: 3 clusters Score -803927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -803928.625000 Penalty: 4406.629395
	Iteration 79Q: 3 clusters Score -803928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -803931.250000 Penalty: 4406.629395
	Iteration 80F: 3 clusters Score -803931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -803932.312500 Penalty: 4406.629395
	Iteration 81Q: 3 clusters Score -803932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -803931.562500 Penalty: 4406.629395
	Iteration 82Q: 3 clusters Score -803931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -803931.875000 Penalty: 4406.629395
	Iteration 83Q: 3 clusters Score -803931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -803932.000000 Penalty: 4406.629395
	Iteration 84Q: 3 clusters Score -803932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -803933.125000 Penalty: 4406.629395
	Iteration 85Q: 3 clusters Score -803933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -803933.125000 Penalty: 4406.629395
	Iteration 86Q: 3 clusters Score -803933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -803932.000000 Penalty: 4406.629395
	Iteration 87Q: 3 clusters Score -803932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -803933.687500 Penalty: 4406.629395
	Iteration 88Q: 3 clusters Score -803933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -803933.062500 Penalty: 4406.629395
	Iteration 89Q: 3 clusters Score -803933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -803933.750000 Penalty: 4406.629395
	Iteration 90Q: 3 clusters Score -803933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -803935.437500 Penalty: 4406.629395
	Iteration 91Q: 3 clusters Score -803935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -803935.812500 Penalty: 4406.629395
	Iteration 92Q: 3 clusters Score -803935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -803939.750000 Penalty: 4406.629395
	Iteration 93Q: 3 clusters Score -803939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -803940.125000 Penalty: 4406.629395
	Iteration 94Q: 3 clusters Score -803940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -803940.312500 Penalty: 4406.629395
	Iteration 95Q: 3 clusters Score -803940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -803940.687500 Penalty: 4406.629395
	Iteration 96Q: 3 clusters Score -803940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -803940.687500 Penalty: 4406.629395
	Iteration 97F: 3 clusters Score -803940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -486738.937500 Penalty: 2111.568359
	Iteration 0F: 2 clusters Score -486738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -482271.156250 Penalty: 4223.136719
	Iteration 0F: 3 clusters Score -482271.2 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -483518.718750 Penalty: 4223.136719
	Iteration 1F: 3 clusters Score -483518.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -483873.031250 Penalty: 4223.136719
	Iteration 2F: 3 clusters Score -483873 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -484075.437500 Penalty: 4223.136719
	Iteration 3F: 3 clusters Score -484075.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -484243.156250 Penalty: 4223.136719
	Iteration 4Q: 3 clusters Score -484243.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -484383.718750 Penalty: 4223.136719
	Iteration 5Q: 3 clusters Score -484383.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -484512.843750 Penalty: 4223.136719
	Iteration 6Q: 3 clusters Score -484512.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -484618.625000 Penalty: 4223.136719
	Iteration 7Q: 3 clusters Score -484618.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -484692.468750 Penalty: 4223.136719
	Iteration 8Q: 3 clusters Score -484692.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -484756.875000 Penalty: 4223.136719
	Iteration 9Q: 3 clusters Score -484756.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -484812.562500 Penalty: 4223.136719
	Iteration 10Q: 3 clusters Score -484812.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -484857.843750 Penalty: 4223.136719
	Iteration 11Q: 3 clusters Score -484857.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -484913.843750 Penalty: 4223.136719
	Iteration 12Q: 3 clusters Score -484913.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -484966.781250 Penalty: 4223.136719
	Iteration 13Q: 3 clusters Score -484966.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -485014.500000 Penalty: 4223.136719
	Iteration 14Q: 3 clusters Score -485014.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -485066.343750 Penalty: 4223.136719
	Iteration 15Q: 3 clusters Score -485066.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -485123.906250 Penalty: 4223.136719
	Iteration 16Q: 3 clusters Score -485123.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -485164.343750 Penalty: 4223.136719
	Iteration 17Q: 3 clusters Score -485164.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -485186.750000 Penalty: 4223.136719
	Iteration 18Q: 3 clusters Score -485186.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -485207.000000 Penalty: 4223.136719
	Iteration 19Q: 3 clusters Score -485207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -485224.187500 Penalty: 4223.136719
	Iteration 20F: 3 clusters Score -485224.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -485240.625000 Penalty: 4223.136719
	Iteration 21Q: 3 clusters Score -485240.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -485255.468750 Penalty: 4223.136719
	Iteration 22Q: 3 clusters Score -485255.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -485268.093750 Penalty: 4223.136719
	Iteration 23Q: 3 clusters Score -485268.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -485280.656250 Penalty: 4223.136719
	Iteration 24Q: 3 clusters Score -485280.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -485289.687500 Penalty: 4223.136719
	Iteration 25Q: 3 clusters Score -485289.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -485296.468750 Penalty: 4223.136719
	Iteration 26Q: 3 clusters Score -485296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -485301.875000 Penalty: 4223.136719
	Iteration 27Q: 3 clusters Score -485301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -485305.625000 Penalty: 4223.136719
	Iteration 28Q: 3 clusters Score -485305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -485308.718750 Penalty: 4223.136719
	Iteration 29Q: 3 clusters Score -485308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -485311.531250 Penalty: 4223.136719
	Iteration 30Q: 3 clusters Score -485311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -485313.156250 Penalty: 4223.136719
	Iteration 31Q: 3 clusters Score -485313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -485316.375000 Penalty: 4223.136719
	Iteration 32Q: 3 clusters Score -485316.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -485320.468750 Penalty: 4223.136719
	Iteration 33Q: 3 clusters Score -485320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -485321.718750 Penalty: 4223.136719
	Iteration 34Q: 3 clusters Score -485321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -485324.750000 Penalty: 4223.136719
	Iteration 35Q: 3 clusters Score -485324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -485326.968750 Penalty: 4223.136719
	Iteration 36Q: 3 clusters Score -485327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -485328.156250 Penalty: 4223.136719
	Iteration 37Q: 3 clusters Score -485328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -485331.343750 Penalty: 4223.136719
	Iteration 38Q: 3 clusters Score -485331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -485330.968750 Penalty: 4223.136719
	Iteration 39Q: 3 clusters Score -485331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -485331.781250 Penalty: 4223.136719
	Iteration 40F: 3 clusters Score -485331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -485332.406250 Penalty: 4223.136719
	Iteration 41Q: 3 clusters Score -485332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -485332.406250 Penalty: 4223.136719
	Iteration 42F: 3 clusters Score -485332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -89489.664062 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -89489.66 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 416 members 
Entering Unmasked Estep 
Score: -87716.117188 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -87716.12 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88034.125000 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -88034.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88155.734375 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -88155.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88244.679688 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -88244.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88300.835938 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -88300.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88356.148438 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -88356.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88408.210938 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -88408.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88453.296875 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -88453.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88503.312500 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -88503.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88554.679688 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -88554.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88577.890625 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -88577.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88603.734375 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -88603.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88617.781250 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -88617.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88631.492188 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -88631.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88649.617188 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -88649.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88664.867188 Penalty: 3339.767334
	Iteration 15Q: 3 clusters Score -88664.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88673.132812 Penalty: 3339.767334
	Iteration 16Q: 3 clusters Score -88673.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88684.359375 Penalty: 3339.767334
	Iteration 17Q: 3 clusters Score -88684.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88701.593750 Penalty: 3339.767334
	Iteration 18Q: 3 clusters Score -88701.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88718.476562 Penalty: 3339.767334
	Iteration 19Q: 3 clusters Score -88718.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88736.054688 Penalty: 3339.767334
	Iteration 20F: 3 clusters Score -88736.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88757.609375 Penalty: 3339.767334
	Iteration 21Q: 3 clusters Score -88757.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88792.921875 Penalty: 3339.767334
	Iteration 22Q: 3 clusters Score -88792.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88817.671875 Penalty: 3339.767334
	Iteration 23Q: 3 clusters Score -88817.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88829.062500 Penalty: 3339.767334
	Iteration 24Q: 3 clusters Score -88829.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88851.609375 Penalty: 3339.767334
	Iteration 25Q: 3 clusters Score -88851.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88866.125000 Penalty: 3339.767334
	Iteration 26Q: 3 clusters Score -88866.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88877.390625 Penalty: 3339.767334
	Iteration 27Q: 3 clusters Score -88877.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88885.601562 Penalty: 3339.767334
	Iteration 28Q: 3 clusters Score -88885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88893.140625 Penalty: 3339.767334
	Iteration 29Q: 3 clusters Score -88893.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88898.328125 Penalty: 3339.767334
	Iteration 30Q: 3 clusters Score -88898.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88900.406250 Penalty: 3339.767334
	Iteration 31Q: 3 clusters Score -88900.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88901.476562 Penalty: 3339.767334
	Iteration 32Q: 3 clusters Score -88901.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88901.476562 Penalty: 3339.767334
	Iteration 33F: 3 clusters Score -88901.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (17585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Entering Unmasked Estep 
Score: -2017616.000000 Penalty: 2424.150635
	Iteration 0F: 2 clusters Score -2017616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2004994.500000 Penalty: 4848.301270
	Iteration 0F: 3 clusters Score -2004994 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2009263.625000 Penalty: 4848.301270
	Iteration 1F: 3 clusters Score -2009264 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2009822.625000 Penalty: 4848.301270
	Iteration 2F: 3 clusters Score -2009823 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2010427.375000 Penalty: 4848.301270
	Iteration 3F: 3 clusters Score -2010427 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2011186.375000 Penalty: 4848.301270
	Iteration 4F: 3 clusters Score -2011186 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2012137.000000 Penalty: 4848.301270
	Iteration 5F: 3 clusters Score -2012137 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2013155.250000 Penalty: 4848.301270
	Iteration 6F: 3 clusters Score -2013155 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2014230.125000 Penalty: 4848.301270
	Iteration 7F: 3 clusters Score -2014230 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2015154.875000 Penalty: 4848.301270
	Iteration 8F: 3 clusters Score -2015155 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2015872.375000 Penalty: 4848.301270
	Iteration 9Q: 3 clusters Score -2015872 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2016346.375000 Penalty: 4848.301270
	Iteration 10Q: 3 clusters Score -2016346 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2016624.750000 Penalty: 4848.301270
	Iteration 11Q: 3 clusters Score -2016625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2016731.250000 Penalty: 4848.301270
	Iteration 12Q: 3 clusters Score -2016731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2016774.625000 Penalty: 4848.301270
	Iteration 13Q: 3 clusters Score -2016775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2016800.500000 Penalty: 4848.301270
	Iteration 14Q: 3 clusters Score -2016800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2016821.625000 Penalty: 4848.301270
	Iteration 15Q: 3 clusters Score -2016822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2016831.625000 Penalty: 4848.301270
	Iteration 16Q: 3 clusters Score -2016832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2016843.750000 Penalty: 4848.301270
	Iteration 17Q: 3 clusters Score -2016844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2016844.625000 Penalty: 4848.301270
	Iteration 18Q: 3 clusters Score -2016845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2016846.750000 Penalty: 4848.301270
	Iteration 19Q: 3 clusters Score -2016847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2016852.375000 Penalty: 4848.301270
	Iteration 20F: 3 clusters Score -2016852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2016854.000000 Penalty: 4848.301270
	Iteration 21Q: 3 clusters Score -2016854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2016852.500000 Penalty: 4848.301270
	Iteration 22Q: 3 clusters Score -2016852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2016858.250000 Penalty: 4848.301270
	Iteration 23Q: 3 clusters Score -2016858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2016851.250000 Penalty: 4848.301270
	Iteration 24Q: 3 clusters Score -2016851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2016852.250000 Penalty: 4848.301270
	Iteration 25Q: 3 clusters Score -2016852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2016854.000000 Penalty: 4848.301270
	Iteration 26Q: 3 clusters Score -2016854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2016855.625000 Penalty: 4848.301270
	Iteration 27Q: 3 clusters Score -2016856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2016854.625000 Penalty: 4848.301270
	Iteration 28Q: 3 clusters Score -2016855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2016856.000000 Penalty: 4848.301270
	Iteration 29Q: 3 clusters Score -2016856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2016857.125000 Penalty: 4848.301270
	Iteration 30Q: 3 clusters Score -2016857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2016857.125000 Penalty: 4848.301270
	Iteration 31F: 3 clusters Score -2016857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (21599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Entering Unmasked Estep 
Score: -2444960.000000 Penalty: 2475.139648
	Iteration 0F: 2 clusters Score -2444960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2429772.500000 Penalty: 4950.279297
	Iteration 0F: 3 clusters Score -2429772 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2435002.500000 Penalty: 4950.279297
	Iteration 1F: 3 clusters Score -2435002 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2435612.500000 Penalty: 4950.279297
	Iteration 2F: 3 clusters Score -2435612 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2436246.000000 Penalty: 4950.279297
	Iteration 3F: 3 clusters Score -2436246 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2437007.000000 Penalty: 4950.279297
	Iteration 4F: 3 clusters Score -2437007 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2437815.750000 Penalty: 4950.279297
	Iteration 5F: 3 clusters Score -2437816 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2438559.750000 Penalty: 4950.279297
	Iteration 6F: 3 clusters Score -2438560 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2439181.250000 Penalty: 4950.279297
	Iteration 7F: 3 clusters Score -2439181 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2439622.250000 Penalty: 4950.279297
	Iteration 8Q: 3 clusters Score -2439622 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2439977.750000 Penalty: 4950.279297
	Iteration 9Q: 3 clusters Score -2439978 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2440262.500000 Penalty: 4950.279297
	Iteration 10Q: 3 clusters Score -2440262 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2440488.000000 Penalty: 4950.279297
	Iteration 11Q: 3 clusters Score -2440488 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2440724.000000 Penalty: 4950.279297
	Iteration 12Q: 3 clusters Score -2440724 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2441033.250000 Penalty: 4950.279297
	Iteration 13Q: 3 clusters Score -2441033 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2441452.750000 Penalty: 4950.279297
	Iteration 14Q: 3 clusters Score -2441453 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2441977.750000 Penalty: 4950.279297
	Iteration 15Q: 3 clusters Score -2441978 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2442477.250000 Penalty: 4950.279297
	Iteration 16Q: 3 clusters Score -2442477 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2442853.000000 Penalty: 4950.279297
	Iteration 17Q: 3 clusters Score -2442853 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2443161.750000 Penalty: 4950.279297
	Iteration 18Q: 3 clusters Score -2443162 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2443366.750000 Penalty: 4950.279297
	Iteration 19Q: 3 clusters Score -2443367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2443513.250000 Penalty: 4950.279297
	Iteration 20F: 3 clusters Score -2443513 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2443621.000000 Penalty: 4950.279297
	Iteration 21Q: 3 clusters Score -2443621 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2443701.500000 Penalty: 4950.279297
	Iteration 22Q: 3 clusters Score -2443702 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2443759.250000 Penalty: 4950.279297
	Iteration 23Q: 3 clusters Score -2443759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2443787.750000 Penalty: 4950.279297
	Iteration 24Q: 3 clusters Score -2443788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2443814.000000 Penalty: 4950.279297
	Iteration 25Q: 3 clusters Score -2443814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2443843.250000 Penalty: 4950.279297
	Iteration 26Q: 3 clusters Score -2443843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2443865.000000 Penalty: 4950.279297
	Iteration 27Q: 3 clusters Score -2443865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2443868.750000 Penalty: 4950.279297
	Iteration 28Q: 3 clusters Score -2443869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2443876.250000 Penalty: 4950.279297
	Iteration 29Q: 3 clusters Score -2443876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2443887.000000 Penalty: 4950.279297
	Iteration 30Q: 3 clusters Score -2443887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2443888.250000 Penalty: 4950.279297
	Iteration 31Q: 3 clusters Score -2443888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2443887.500000 Penalty: 4950.279297
	Iteration 32Q: 3 clusters Score -2443888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2443892.000000 Penalty: 4950.279297
	Iteration 33Q: 3 clusters Score -2443892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2443892.000000 Penalty: 4950.279297
	Iteration 34Q: 3 clusters Score -2443892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2443900.250000 Penalty: 4950.279297
	Iteration 35Q: 3 clusters Score -2443900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2443899.250000 Penalty: 4950.279297
	Iteration 36Q: 3 clusters Score -2443899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2443900.500000 Penalty: 4950.279297
	Iteration 37Q: 3 clusters Score -2443900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2443900.500000 Penalty: 4950.279297
	Iteration 38Q: 3 clusters Score -2443900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2443904.750000 Penalty: 4950.279297
	Iteration 39Q: 3 clusters Score -2443905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2443906.750000 Penalty: 4950.279297
	Iteration 40F: 3 clusters Score -2443907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2443913.500000 Penalty: 4950.279297
	Iteration 41Q: 3 clusters Score -2443914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2443915.500000 Penalty: 4950.279297
	Iteration 42Q: 3 clusters Score -2443916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2443919.250000 Penalty: 4950.279297
	Iteration 43Q: 3 clusters Score -2443919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2443917.250000 Penalty: 4950.279297
	Iteration 44Q: 3 clusters Score -2443917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2443915.750000 Penalty: 4950.279297
	Iteration 45Q: 3 clusters Score -2443916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2443914.250000 Penalty: 4950.279297
	Iteration 46Q: 3 clusters Score -2443914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2443915.750000 Penalty: 4950.279297
	Iteration 47Q: 3 clusters Score -2443916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2443915.000000 Penalty: 4950.279297
	Iteration 48Q: 3 clusters Score -2443915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2443911.750000 Penalty: 4950.279297
	Iteration 49Q: 3 clusters Score -2443912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2443913.000000 Penalty: 4950.279297
	Iteration 50Q: 3 clusters Score -2443913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2443915.750000 Penalty: 4950.279297
	Iteration 51Q: 3 clusters Score -2443916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2443913.000000 Penalty: 4950.279297
	Iteration 52Q: 3 clusters Score -2443913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2443918.000000 Penalty: 4950.279297
	Iteration 53Q: 3 clusters Score -2443918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2443916.250000 Penalty: 4950.279297
	Iteration 54Q: 3 clusters Score -2443916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2443918.250000 Penalty: 4950.279297
	Iteration 55Q: 3 clusters Score -2443918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2443918.750000 Penalty: 4950.279297
	Iteration 56Q: 3 clusters Score -2443919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2443918.500000 Penalty: 4950.279297
	Iteration 57Q: 3 clusters Score -2443918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2443918.500000 Penalty: 4950.279297
	Iteration 58F: 3 clusters Score -2443918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -169880.937500 Penalty: 1876.573364
	Iteration 0F: 2 clusters Score -169880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167347.656250 Penalty: 3753.146729
	Iteration 0F: 3 clusters Score -167347.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -168021.437500 Penalty: 3753.146729
	Iteration 1F: 3 clusters Score -168021.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -168360.093750 Penalty: 3753.146729
	Iteration 2F: 3 clusters Score -168360.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -168638.609375 Penalty: 3753.146729
	Iteration 3F: 3 clusters Score -168638.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -168872.140625 Penalty: 3753.146729
	Iteration 4F: 3 clusters Score -168872.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -169045.906250 Penalty: 3753.146729
	Iteration 5F: 3 clusters Score -169045.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -169161.218750 Penalty: 3753.146729
	Iteration 6Q: 3 clusters Score -169161.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -169261.593750 Penalty: 3753.146729
	Iteration 7Q: 3 clusters Score -169261.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -169338.187500 Penalty: 3753.146729
	Iteration 8Q: 3 clusters Score -169338.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -169398.421875 Penalty: 3753.146729
	Iteration 9Q: 3 clusters Score -169398.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -169473.546875 Penalty: 3753.146729
	Iteration 10Q: 3 clusters Score -169473.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169525.187500 Penalty: 3753.146729
	Iteration 11Q: 3 clusters Score -169525.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169556.281250 Penalty: 3753.146729
	Iteration 12Q: 3 clusters Score -169556.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169578.093750 Penalty: 3753.146729
	Iteration 13Q: 3 clusters Score -169578.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -169600.296875 Penalty: 3753.146729
	Iteration 14Q: 3 clusters Score -169600.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -169614.390625 Penalty: 3753.146729
	Iteration 15Q: 3 clusters Score -169614.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -169635.062500 Penalty: 3753.146729
	Iteration 16Q: 3 clusters Score -169635.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169662.765625 Penalty: 3753.146729
	Iteration 17Q: 3 clusters Score -169662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169679.093750 Penalty: 3753.146729
	Iteration 18Q: 3 clusters Score -169679.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169693.265625 Penalty: 3753.146729
	Iteration 19Q: 3 clusters Score -169693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169694.734375 Penalty: 3753.146729
	Iteration 20F: 3 clusters Score -169694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -169696.453125 Penalty: 3753.146729
	Iteration 21Q: 3 clusters Score -169696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169697.656250 Penalty: 3753.146729
	Iteration 22Q: 3 clusters Score -169697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -169698.296875 Penalty: 3753.146729
	Iteration 23Q: 3 clusters Score -169698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169699.750000 Penalty: 3753.146729
	Iteration 24Q: 3 clusters Score -169699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -169700.937500 Penalty: 3753.146729
	Iteration 25Q: 3 clusters Score -169700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -169700.937500 Penalty: 3753.146729
	Iteration 26F: 3 clusters Score -169700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Entering Unmasked Estep 
Score: -542156.937500 Penalty: 2142.178467
	Iteration 0F: 2 clusters Score -542156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -537313.437500 Penalty: 4284.356934
	Iteration 0F: 3 clusters Score -537313.4 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -538733.562500 Penalty: 4284.356934
	Iteration 1F: 3 clusters Score -538733.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -539229.500000 Penalty: 4284.356934
	Iteration 2F: 3 clusters Score -539229.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -539661.000000 Penalty: 4284.356934
	Iteration 3F: 3 clusters Score -539661 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -540005.312500 Penalty: 4284.356934
	Iteration 4F: 3 clusters Score -540005.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -540234.375000 Penalty: 4284.356934
	Iteration 5F: 3 clusters Score -540234.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -540376.625000 Penalty: 4284.356934
	Iteration 6Q: 3 clusters Score -540376.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -540465.937500 Penalty: 4284.356934
	Iteration 7Q: 3 clusters Score -540465.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -540545.812500 Penalty: 4284.356934
	Iteration 8Q: 3 clusters Score -540545.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -540609.750000 Penalty: 4284.356934
	Iteration 9Q: 3 clusters Score -540609.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -540650.750000 Penalty: 4284.356934
	Iteration 10Q: 3 clusters Score -540650.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -540686.250000 Penalty: 4284.356934
	Iteration 11Q: 3 clusters Score -540686.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -540714.562500 Penalty: 4284.356934
	Iteration 12Q: 3 clusters Score -540714.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -540740.312500 Penalty: 4284.356934
	Iteration 13Q: 3 clusters Score -540740.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -540768.687500 Penalty: 4284.356934
	Iteration 14Q: 3 clusters Score -540768.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -540800.187500 Penalty: 4284.356934
	Iteration 15Q: 3 clusters Score -540800.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -540827.125000 Penalty: 4284.356934
	Iteration 16Q: 3 clusters Score -540827.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -540850.437500 Penalty: 4284.356934
	Iteration 17Q: 3 clusters Score -540850.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -540874.062500 Penalty: 4284.356934
	Iteration 18Q: 3 clusters Score -540874.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -540889.187500 Penalty: 4284.356934
	Iteration 19Q: 3 clusters Score -540889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -540905.375000 Penalty: 4284.356934
	Iteration 20F: 3 clusters Score -540905.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -540918.375000 Penalty: 4284.356934
	Iteration 21Q: 3 clusters Score -540918.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -540930.687500 Penalty: 4284.356934
	Iteration 22Q: 3 clusters Score -540930.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -540938.750000 Penalty: 4284.356934
	Iteration 23Q: 3 clusters Score -540938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -540946.562500 Penalty: 4284.356934
	Iteration 24Q: 3 clusters Score -540946.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -540952.625000 Penalty: 4284.356934
	Iteration 25Q: 3 clusters Score -540952.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -540957.687500 Penalty: 4284.356934
	Iteration 26Q: 3 clusters Score -540957.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -540960.687500 Penalty: 4284.356934
	Iteration 27Q: 3 clusters Score -540960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -540963.625000 Penalty: 4284.356934
	Iteration 28Q: 3 clusters Score -540963.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -540967.437500 Penalty: 4284.356934
	Iteration 29Q: 3 clusters Score -540967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -540968.812500 Penalty: 4284.356934
	Iteration 30Q: 3 clusters Score -540968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -540970.875000 Penalty: 4284.356934
	Iteration 31Q: 3 clusters Score -540970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -540971.812500 Penalty: 4284.356934
	Iteration 32Q: 3 clusters Score -540971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -540975.125000 Penalty: 4284.356934
	Iteration 33Q: 3 clusters Score -540975.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -540976.312500 Penalty: 4284.356934
	Iteration 34Q: 3 clusters Score -540976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -540977.000000 Penalty: 4284.356934
	Iteration 35Q: 3 clusters Score -540977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -540978.875000 Penalty: 4284.356934
	Iteration 36Q: 3 clusters Score -540978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -540979.625000 Penalty: 4284.356934
	Iteration 37Q: 3 clusters Score -540979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -540981.437500 Penalty: 4284.356934
	Iteration 38Q: 3 clusters Score -540981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -540979.562500 Penalty: 4284.356934
	Iteration 39Q: 3 clusters Score -540979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -540981.375000 Penalty: 4284.356934
	Iteration 40F: 3 clusters Score -540981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -540982.062500 Penalty: 4284.356934
	Iteration 41Q: 3 clusters Score -540982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -540982.375000 Penalty: 4284.356934
	Iteration 42Q: 3 clusters Score -540982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -540982.187500 Penalty: 4284.356934
	Iteration 43Q: 3 clusters Score -540982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -540982.187500 Penalty: 4284.356934
	Iteration 44F: 3 clusters Score -540982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (45227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Entering Unmasked Estep 
Score: -5162734.500000 Penalty: 2658.423584
	Iteration 0F: 2 clusters Score -5162734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5132443.500000 Penalty: 5316.847168
	Iteration 0F: 3 clusters Score -5132444 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -5144108.000000 Penalty: 5316.847168
	Iteration 1F: 3 clusters Score -5144108 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -5145066.000000 Penalty: 5316.847168
	Iteration 2F: 3 clusters Score -5145066 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5146365.500000 Penalty: 5316.847168
	Iteration 3F: 3 clusters Score -5146366 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5148117.500000 Penalty: 5316.847168
	Iteration 4F: 3 clusters Score -5148118 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5150288.500000 Penalty: 5316.847168
	Iteration 5F: 3 clusters Score -5150288 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -5152556.500000 Penalty: 5316.847168
	Iteration 6F: 3 clusters Score -5152556 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5154612.000000 Penalty: 5316.847168
	Iteration 7F: 3 clusters Score -5154612 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -5156294.500000 Penalty: 5316.847168
	Iteration 8Q: 3 clusters Score -5156294 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5157669.000000 Penalty: 5316.847168
	Iteration 9Q: 3 clusters Score -5157669 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5158639.500000 Penalty: 5316.847168
	Iteration 10Q: 3 clusters Score -5158640 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5159349.000000 Penalty: 5316.847168
	Iteration 11Q: 3 clusters Score -5159349 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5159761.000000 Penalty: 5316.847168
	Iteration 12Q: 3 clusters Score -5159761 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5159972.500000 Penalty: 5316.847168
	Iteration 13Q: 3 clusters Score -5159972 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5160099.000000 Penalty: 5316.847168
	Iteration 14Q: 3 clusters Score -5160099 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5160182.000000 Penalty: 5316.847168
	Iteration 15Q: 3 clusters Score -5160182 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5160236.000000 Penalty: 5316.847168
	Iteration 16Q: 3 clusters Score -5160236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -5160267.500000 Penalty: 5316.847168
	Iteration 17Q: 3 clusters Score -5160268 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5160288.500000 Penalty: 5316.847168
	Iteration 18Q: 3 clusters Score -5160288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -5160314.000000 Penalty: 5316.847168
	Iteration 19Q: 3 clusters Score -5160314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5160311.500000 Penalty: 5316.847168
	Iteration 20F: 3 clusters Score -5160312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5160339.000000 Penalty: 5316.847168
	Iteration 21Q: 3 clusters Score -5160339 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5160356.500000 Penalty: 5316.847168
	Iteration 22Q: 3 clusters Score -5160356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5160375.500000 Penalty: 5316.847168
	Iteration 23Q: 3 clusters Score -5160376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -5160388.500000 Penalty: 5316.847168
	Iteration 24Q: 3 clusters Score -5160388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -5160416.000000 Penalty: 5316.847168
	Iteration 25Q: 3 clusters Score -5160416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5160434.500000 Penalty: 5316.847168
	Iteration 26Q: 3 clusters Score -5160434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5160470.500000 Penalty: 5316.847168
	Iteration 27Q: 3 clusters Score -5160470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5160493.000000 Penalty: 5316.847168
	Iteration 28Q: 3 clusters Score -5160493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5160513.500000 Penalty: 5316.847168
	Iteration 29Q: 3 clusters Score -5160514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5160527.000000 Penalty: 5316.847168
	Iteration 30Q: 3 clusters Score -5160527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5160547.500000 Penalty: 5316.847168
	Iteration 31Q: 3 clusters Score -5160548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5160611.000000 Penalty: 5316.847168
	Iteration 32Q: 3 clusters Score -5160611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -5160660.500000 Penalty: 5316.847168
	Iteration 33Q: 3 clusters Score -5160660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5160708.500000 Penalty: 5316.847168
	Iteration 34Q: 3 clusters Score -5160708 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5160797.500000 Penalty: 5316.847168
	Iteration 35Q: 3 clusters Score -5160798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5160876.500000 Penalty: 5316.847168
	Iteration 36Q: 3 clusters Score -5160876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5160966.500000 Penalty: 5316.847168
	Iteration 37Q: 3 clusters Score -5160966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -5161060.000000 Penalty: 5316.847168
	Iteration 38Q: 3 clusters Score -5161060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -5161132.500000 Penalty: 5316.847168
	Iteration 39Q: 3 clusters Score -5161132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5161193.000000 Penalty: 5316.847168
	Iteration 40F: 3 clusters Score -5161193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -5161234.000000 Penalty: 5316.847168
	Iteration 41Q: 3 clusters Score -5161234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5161255.000000 Penalty: 5316.847168
	Iteration 42Q: 3 clusters Score -5161255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5161279.500000 Penalty: 5316.847168
	Iteration 43Q: 3 clusters Score -5161280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5161292.000000 Penalty: 5316.847168
	Iteration 44Q: 3 clusters Score -5161292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5161302.000000 Penalty: 5316.847168
	Iteration 45Q: 3 clusters Score -5161302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5161296.000000 Penalty: 5316.847168
	Iteration 46Q: 3 clusters Score -5161296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5161301.500000 Penalty: 5316.847168
	Iteration 47Q: 3 clusters Score -5161302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5161308.500000 Penalty: 5316.847168
	Iteration 48Q: 3 clusters Score -5161308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5161310.000000 Penalty: 5316.847168
	Iteration 49Q: 3 clusters Score -5161310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5161319.000000 Penalty: 5316.847168
	Iteration 50Q: 3 clusters Score -5161319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -5161313.000000 Penalty: 5316.847168
	Iteration 51Q: 3 clusters Score -5161313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5161315.500000 Penalty: 5316.847168
	Iteration 52Q: 3 clusters Score -5161316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5161321.500000 Penalty: 5316.847168
	Iteration 53Q: 3 clusters Score -5161322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5161325.500000 Penalty: 5316.847168
	Iteration 54Q: 3 clusters Score -5161326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -5161326.000000 Penalty: 5316.847168
	Iteration 55Q: 3 clusters Score -5161326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5161324.000000 Penalty: 5316.847168
	Iteration 56Q: 3 clusters Score -5161324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5161325.500000 Penalty: 5316.847168
	Iteration 57Q: 3 clusters Score -5161326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5161319.000000 Penalty: 5316.847168
	Iteration 58Q: 3 clusters Score -5161319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5161319.500000 Penalty: 5316.847168
	Iteration 59Q: 3 clusters Score -5161320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5161325.000000 Penalty: 5316.847168
	Iteration 60F: 3 clusters Score -5161325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5161334.000000 Penalty: 5316.847168
	Iteration 61Q: 3 clusters Score -5161334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5161333.000000 Penalty: 5316.847168
	Iteration 62Q: 3 clusters Score -5161333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5161333.000000 Penalty: 5316.847168
	Iteration 63F: 3 clusters Score -5161333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -180212.906250 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -180212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177783.703125 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -177783.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178197.437500 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -178197.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178317.828125 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -178317.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178376.656250 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -178376.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -178414.390625 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -178414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178439.125000 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -178439.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178465.171875 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -178465.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -178478.546875 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -178478.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178488.140625 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -178488.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -178500.578125 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -178500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178507.984375 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -178508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -178512.859375 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -178512.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -178521.656250 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -178521.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178532.031250 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -178532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178538.625000 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -178538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178541.593750 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -178541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178544.140625 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -178544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -178545.906250 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -178545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -178546.281250 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -178546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -178546.515625 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -178546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -178547.781250 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -178547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -178550.234375 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -178550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -178551.812500 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -178551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178552.859375 Penalty: 3681.497314
	Iteration 23Q: 3 clusters Score -178552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178552.859375 Penalty: 3681.497314
	Iteration 24F: 3 clusters Score -178552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -271008.375000 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -271008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -268159.843750 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -268159.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -268751.843750 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -268751.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268910.125000 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -268910.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269018.125000 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -269018.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -269099.562500 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -269099.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -269163.187500 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -269163.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269211.000000 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -269211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -269262.312500 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -269262.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -269303.375000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -269303.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -269325.625000 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -269325.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -269338.781250 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -269338.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -269347.156250 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -269347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -269353.718750 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -269353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -269360.562500 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -269360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -269366.125000 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -269366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -269374.906250 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -269374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -269384.125000 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -269384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -269390.125000 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -269390.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -269392.625000 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -269392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -269395.968750 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -269396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -269401.531250 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -269401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -269403.656250 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -269403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -269405.968750 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -269406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -269407.906250 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -269407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -269409.656250 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -269409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -269410.593750 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -269410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -269412.187500 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -269412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -269412.187500 Penalty: 3861.098877
	Iteration 27F: 3 clusters Score -269412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -253985.000000 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -253985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -251167.171875 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -251167.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -251699.828125 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -251699.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -251841.406250 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -251841.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -251934.609375 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -251934.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252002.062500 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -252002.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -252058.984375 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -252059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -252099.656250 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -252099.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -252148.171875 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -252148.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -252186.218750 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -252186.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -252221.640625 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -252221.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -252240.718750 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -252240.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -252260.906250 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -252260.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -252285.531250 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -252285.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -252309.265625 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -252309.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -252325.375000 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -252325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -252337.625000 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -252337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -252345.953125 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -252346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -252351.703125 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -252351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -252356.187500 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -252356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -252362.890625 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -252362.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -252372.734375 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -252372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -252376.968750 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -252377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -252378.000000 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -252378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -252378.328125 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -252378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -252378.328125 Penalty: 3834.820068
	Iteration 24F: 3 clusters Score -252378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (13350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Entering Unmasked Estep 
Score: -1381586.625000 Penalty: 2355.819336
	Iteration 0F: 2 clusters Score -1381587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1371926.625000 Penalty: 4711.638672
	Iteration 0F: 3 clusters Score -1371927 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1375329.250000 Penalty: 4711.638672
	Iteration 1F: 3 clusters Score -1375329 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1376136.375000 Penalty: 4711.638672
	Iteration 2F: 3 clusters Score -1376136 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1376944.500000 Penalty: 4711.638672
	Iteration 3F: 3 clusters Score -1376944 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1377648.625000 Penalty: 4711.638672
	Iteration 4F: 3 clusters Score -1377649 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1378166.000000 Penalty: 4711.638672
	Iteration 5F: 3 clusters Score -1378166 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1378534.875000 Penalty: 4711.638672
	Iteration 6Q: 3 clusters Score -1378535 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1378767.875000 Penalty: 4711.638672
	Iteration 7Q: 3 clusters Score -1378768 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1378939.500000 Penalty: 4711.638672
	Iteration 8Q: 3 clusters Score -1378940 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1379075.000000 Penalty: 4711.638672
	Iteration 9Q: 3 clusters Score -1379075 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1379217.625000 Penalty: 4711.638672
	Iteration 10Q: 3 clusters Score -1379218 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1379372.750000 Penalty: 4711.638672
	Iteration 11Q: 3 clusters Score -1379373 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1379520.875000 Penalty: 4711.638672
	Iteration 12Q: 3 clusters Score -1379521 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1379644.500000 Penalty: 4711.638672
	Iteration 13Q: 3 clusters Score -1379644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1379751.125000 Penalty: 4711.638672
	Iteration 14Q: 3 clusters Score -1379751 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1379854.125000 Penalty: 4711.638672
	Iteration 15Q: 3 clusters Score -1379854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1379941.875000 Penalty: 4711.638672
	Iteration 16Q: 3 clusters Score -1379942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1380003.625000 Penalty: 4711.638672
	Iteration 17Q: 3 clusters Score -1380004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1380057.000000 Penalty: 4711.638672
	Iteration 18Q: 3 clusters Score -1380057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1380089.500000 Penalty: 4711.638672
	Iteration 19Q: 3 clusters Score -1380090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1380119.250000 Penalty: 4711.638672
	Iteration 20F: 3 clusters Score -1380119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1380146.875000 Penalty: 4711.638672
	Iteration 21Q: 3 clusters Score -1380147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1380170.000000 Penalty: 4711.638672
	Iteration 22Q: 3 clusters Score -1380170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1380192.750000 Penalty: 4711.638672
	Iteration 23Q: 3 clusters Score -1380193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1380204.375000 Penalty: 4711.638672
	Iteration 24Q: 3 clusters Score -1380204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1380215.500000 Penalty: 4711.638672
	Iteration 25Q: 3 clusters Score -1380216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1380220.750000 Penalty: 4711.638672
	Iteration 26Q: 3 clusters Score -1380221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1380227.000000 Penalty: 4711.638672
	Iteration 27Q: 3 clusters Score -1380227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1380230.250000 Penalty: 4711.638672
	Iteration 28Q: 3 clusters Score -1380230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1380231.625000 Penalty: 4711.638672
	Iteration 29Q: 3 clusters Score -1380232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1380238.250000 Penalty: 4711.638672
	Iteration 30Q: 3 clusters Score -1380238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1380243.000000 Penalty: 4711.638672
	Iteration 31Q: 3 clusters Score -1380243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1380245.125000 Penalty: 4711.638672
	Iteration 32Q: 3 clusters Score -1380245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1380246.250000 Penalty: 4711.638672
	Iteration 33Q: 3 clusters Score -1380246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1380248.000000 Penalty: 4711.638672
	Iteration 34Q: 3 clusters Score -1380248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1380249.625000 Penalty: 4711.638672
	Iteration 35Q: 3 clusters Score -1380250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1380250.125000 Penalty: 4711.638672
	Iteration 36Q: 3 clusters Score -1380250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1380252.250000 Penalty: 4711.638672
	Iteration 37Q: 3 clusters Score -1380252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1380252.000000 Penalty: 4711.638672
	Iteration 38Q: 3 clusters Score -1380252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1380256.625000 Penalty: 4711.638672
	Iteration 39Q: 3 clusters Score -1380257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1380259.125000 Penalty: 4711.638672
	Iteration 40F: 3 clusters Score -1380259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1380258.875000 Penalty: 4711.638672
	Iteration 41Q: 3 clusters Score -1380259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1380259.250000 Penalty: 4711.638672
	Iteration 42Q: 3 clusters Score -1380259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1380263.125000 Penalty: 4711.638672
	Iteration 43Q: 3 clusters Score -1380263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1380265.000000 Penalty: 4711.638672
	Iteration 44Q: 3 clusters Score -1380265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1380264.750000 Penalty: 4711.638672
	Iteration 45Q: 3 clusters Score -1380265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1380263.500000 Penalty: 4711.638672
	Iteration 46Q: 3 clusters Score -1380264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1380270.875000 Penalty: 4711.638672
	Iteration 47Q: 3 clusters Score -1380271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1380272.000000 Penalty: 4711.638672
	Iteration 48Q: 3 clusters Score -1380272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1380271.375000 Penalty: 4711.638672
	Iteration 49Q: 3 clusters Score -1380271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1380273.500000 Penalty: 4711.638672
	Iteration 50Q: 3 clusters Score -1380274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1380273.500000 Penalty: 4711.638672
	Iteration 51F: 3 clusters Score -1380274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -153032.406250 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -153032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -150608.453125 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -150608.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -151175.484375 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -151175.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151536.734375 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -151536.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -151771.203125 Penalty: 3690.312744
	Iteration 3F: 3 clusters Score -151771.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151949.453125 Penalty: 3690.312744
	Iteration 4F: 3 clusters Score -151949.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152060.890625 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -152060.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152122.453125 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -152122.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152138.156250 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -152138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152150.125000 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -152150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152162.062500 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -152162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152171.546875 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -152171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152184.921875 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -152184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152195.437500 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -152195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152199.718750 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -152199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152201.609375 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -152201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152201.609375 Penalty: 3690.312744
	Iteration 15F: 3 clusters Score -152201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -662611.375000 Penalty: 2161.131348
	Iteration 0F: 2 clusters Score -662611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -657412.000000 Penalty: 4322.262695
	Iteration 0F: 3 clusters Score -657412 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -658766.375000 Penalty: 4322.262695
	Iteration 1F: 3 clusters Score -658766.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -659034.125000 Penalty: 4322.262695
	Iteration 2F: 3 clusters Score -659034.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -659223.625000 Penalty: 4322.262695
	Iteration 3F: 3 clusters Score -659223.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -659379.687500 Penalty: 4322.262695
	Iteration 4Q: 3 clusters Score -659379.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -659493.750000 Penalty: 4322.262695
	Iteration 5Q: 3 clusters Score -659493.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -659586.562500 Penalty: 4322.262695
	Iteration 6Q: 3 clusters Score -659586.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -659684.812500 Penalty: 4322.262695
	Iteration 7Q: 3 clusters Score -659684.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -659797.875000 Penalty: 4322.262695
	Iteration 8Q: 3 clusters Score -659797.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -659920.750000 Penalty: 4322.262695
	Iteration 9Q: 3 clusters Score -659920.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -660057.812500 Penalty: 4322.262695
	Iteration 10Q: 3 clusters Score -660057.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -660194.000000 Penalty: 4322.262695
	Iteration 11Q: 3 clusters Score -660194 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -660310.875000 Penalty: 4322.262695
	Iteration 12Q: 3 clusters Score -660310.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -660406.000000 Penalty: 4322.262695
	Iteration 13Q: 3 clusters Score -660406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -660459.437500 Penalty: 4322.262695
	Iteration 14Q: 3 clusters Score -660459.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -660503.562500 Penalty: 4322.262695
	Iteration 15Q: 3 clusters Score -660503.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -660550.437500 Penalty: 4322.262695
	Iteration 16Q: 3 clusters Score -660550.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -660590.000000 Penalty: 4322.262695
	Iteration 17Q: 3 clusters Score -660590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -660625.500000 Penalty: 4322.262695
	Iteration 18Q: 3 clusters Score -660625.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -660654.375000 Penalty: 4322.262695
	Iteration 19Q: 3 clusters Score -660654.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -660678.187500 Penalty: 4322.262695
	Iteration 20F: 3 clusters Score -660678.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -660701.562500 Penalty: 4322.262695
	Iteration 21Q: 3 clusters Score -660701.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -660719.437500 Penalty: 4322.262695
	Iteration 22Q: 3 clusters Score -660719.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -660737.375000 Penalty: 4322.262695
	Iteration 23Q: 3 clusters Score -660737.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -660753.187500 Penalty: 4322.262695
	Iteration 24Q: 3 clusters Score -660753.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -660764.812500 Penalty: 4322.262695
	Iteration 25Q: 3 clusters Score -660764.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -660781.187500 Penalty: 4322.262695
	Iteration 26Q: 3 clusters Score -660781.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -660790.875000 Penalty: 4322.262695
	Iteration 27Q: 3 clusters Score -660790.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -660801.312500 Penalty: 4322.262695
	Iteration 28Q: 3 clusters Score -660801.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -660820.562500 Penalty: 4322.262695
	Iteration 29Q: 3 clusters Score -660820.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -660848.187500 Penalty: 4322.262695
	Iteration 30Q: 3 clusters Score -660848.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -660884.500000 Penalty: 4322.262695
	Iteration 31Q: 3 clusters Score -660884.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -660924.625000 Penalty: 4322.262695
	Iteration 32Q: 3 clusters Score -660924.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -660971.750000 Penalty: 4322.262695
	Iteration 33Q: 3 clusters Score -660971.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -661017.812500 Penalty: 4322.262695
	Iteration 34Q: 3 clusters Score -661017.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -661066.937500 Penalty: 4322.262695
	Iteration 35Q: 3 clusters Score -661066.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -661113.250000 Penalty: 4322.262695
	Iteration 36Q: 3 clusters Score -661113.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -661154.500000 Penalty: 4322.262695
	Iteration 37Q: 3 clusters Score -661154.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -661183.000000 Penalty: 4322.262695
	Iteration 38Q: 3 clusters Score -661183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -661205.937500 Penalty: 4322.262695
	Iteration 39Q: 3 clusters Score -661205.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -661227.125000 Penalty: 4322.262695
	Iteration 40F: 3 clusters Score -661227.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -661249.437500 Penalty: 4322.262695
	Iteration 41Q: 3 clusters Score -661249.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -661270.375000 Penalty: 4322.262695
	Iteration 42Q: 3 clusters Score -661270.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -661292.000000 Penalty: 4322.262695
	Iteration 43Q: 3 clusters Score -661292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -661325.500000 Penalty: 4322.262695
	Iteration 44Q: 3 clusters Score -661325.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -661362.250000 Penalty: 4322.262695
	Iteration 45Q: 3 clusters Score -661362.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -661403.375000 Penalty: 4322.262695
	Iteration 46Q: 3 clusters Score -661403.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -661428.125000 Penalty: 4322.262695
	Iteration 47Q: 3 clusters Score -661428.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -661445.562500 Penalty: 4322.262695
	Iteration 48Q: 3 clusters Score -661445.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -661468.812500 Penalty: 4322.262695
	Iteration 49Q: 3 clusters Score -661468.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -661495.562500 Penalty: 4322.262695
	Iteration 50Q: 3 clusters Score -661495.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -661517.562500 Penalty: 4322.262695
	Iteration 51Q: 3 clusters Score -661517.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -661535.937500 Penalty: 4322.262695
	Iteration 52Q: 3 clusters Score -661535.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -661551.750000 Penalty: 4322.262695
	Iteration 53Q: 3 clusters Score -661551.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -661560.875000 Penalty: 4322.262695
	Iteration 54Q: 3 clusters Score -661560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -661563.812500 Penalty: 4322.262695
	Iteration 55Q: 3 clusters Score -661563.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -661568.312500 Penalty: 4322.262695
	Iteration 56Q: 3 clusters Score -661568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -661574.250000 Penalty: 4322.262695
	Iteration 57Q: 3 clusters Score -661574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -661577.062500 Penalty: 4322.262695
	Iteration 58Q: 3 clusters Score -661577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -661580.875000 Penalty: 4322.262695
	Iteration 59Q: 3 clusters Score -661580.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -661584.812500 Penalty: 4322.262695
	Iteration 60F: 3 clusters Score -661584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -661588.000000 Penalty: 4322.262695
	Iteration 61Q: 3 clusters Score -661588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -661588.000000 Penalty: 4322.262695
	Iteration 62Q: 3 clusters Score -661588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -661589.687500 Penalty: 4322.262695
	Iteration 63Q: 3 clusters Score -661589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -661591.187500 Penalty: 4322.262695
	Iteration 64Q: 3 clusters Score -661591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -661593.125000 Penalty: 4322.262695
	Iteration 65Q: 3 clusters Score -661593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -661593.062500 Penalty: 4322.262695
	Iteration 66Q: 3 clusters Score -661593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -661594.562500 Penalty: 4322.262695
	Iteration 67Q: 3 clusters Score -661594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -661594.062500 Penalty: 4322.262695
	Iteration 68Q: 3 clusters Score -661594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -661595.687500 Penalty: 4322.262695
	Iteration 69Q: 3 clusters Score -661595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -661594.250000 Penalty: 4322.262695
	Iteration 70Q: 3 clusters Score -661594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -661594.750000 Penalty: 4322.262695
	Iteration 71Q: 3 clusters Score -661594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -661594.750000 Penalty: 4322.262695
	Iteration 72F: 3 clusters Score -661594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -754624.687500 Penalty: 2185.326660
	Iteration 0F: 2 clusters Score -754624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -749029.187500 Penalty: 4370.653320
	Iteration 0F: 3 clusters Score -749029.2 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -750540.812500 Penalty: 4370.653320
	Iteration 1F: 3 clusters Score -750540.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -750804.687500 Penalty: 4370.653320
	Iteration 2F: 3 clusters Score -750804.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -751016.187500 Penalty: 4370.653320
	Iteration 3F: 3 clusters Score -751016.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -751204.500000 Penalty: 4370.653320
	Iteration 4Q: 3 clusters Score -751204.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -751404.750000 Penalty: 4370.653320
	Iteration 5Q: 3 clusters Score -751404.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -751594.312500 Penalty: 4370.653320
	Iteration 6Q: 3 clusters Score -751594.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -751767.375000 Penalty: 4370.653320
	Iteration 7Q: 3 clusters Score -751767.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -751926.687500 Penalty: 4370.653320
	Iteration 8Q: 3 clusters Score -751926.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -752073.500000 Penalty: 4370.653320
	Iteration 9Q: 3 clusters Score -752073.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -752192.625000 Penalty: 4370.653320
	Iteration 10Q: 3 clusters Score -752192.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -752322.375000 Penalty: 4370.653320
	Iteration 11Q: 3 clusters Score -752322.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -752458.250000 Penalty: 4370.653320
	Iteration 12Q: 3 clusters Score -752458.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -752610.875000 Penalty: 4370.653320
	Iteration 13Q: 3 clusters Score -752610.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -752761.187500 Penalty: 4370.653320
	Iteration 14Q: 3 clusters Score -752761.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -752922.312500 Penalty: 4370.653320
	Iteration 15Q: 3 clusters Score -752922.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -753077.125000 Penalty: 4370.653320
	Iteration 16Q: 3 clusters Score -753077.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -753218.187500 Penalty: 4370.653320
	Iteration 17Q: 3 clusters Score -753218.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -753334.000000 Penalty: 4370.653320
	Iteration 18Q: 3 clusters Score -753334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -753436.500000 Penalty: 4370.653320
	Iteration 19Q: 3 clusters Score -753436.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -753510.437500 Penalty: 4370.653320
	Iteration 20F: 3 clusters Score -753510.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -753545.562500 Penalty: 4370.653320
	Iteration 21Q: 3 clusters Score -753545.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -753567.500000 Penalty: 4370.653320
	Iteration 22Q: 3 clusters Score -753567.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -753575.250000 Penalty: 4370.653320
	Iteration 23Q: 3 clusters Score -753575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -753585.312500 Penalty: 4370.653320
	Iteration 24Q: 3 clusters Score -753585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -753588.437500 Penalty: 4370.653320
	Iteration 25Q: 3 clusters Score -753588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -753592.500000 Penalty: 4370.653320
	Iteration 26Q: 3 clusters Score -753592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -753592.500000 Penalty: 4370.653320
	Iteration 27Q: 3 clusters Score -753592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -753594.375000 Penalty: 4370.653320
	Iteration 28Q: 3 clusters Score -753594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -753595.812500 Penalty: 4370.653320
	Iteration 29Q: 3 clusters Score -753595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -753596.812500 Penalty: 4370.653320
	Iteration 30Q: 3 clusters Score -753596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -753597.187500 Penalty: 4370.653320
	Iteration 31Q: 3 clusters Score -753597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -753597.187500 Penalty: 4370.653320
	Iteration 32F: 3 clusters Score -753597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -341053.187500 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -341053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -337703.218750 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -337703.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -338551.031250 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -338551 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -338810.125000 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -338810.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -338991.531250 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -338991.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -339150.968750 Penalty: 3986.140381
	Iteration 4Q: 3 clusters Score -339151 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -339266.875000 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -339266.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -339343.656250 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -339343.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -339386.031250 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -339386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -339422.093750 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -339422.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -339451.812500 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -339451.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -339471.812500 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -339471.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -339481.687500 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -339481.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -339490.062500 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -339490.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -339497.031250 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -339497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -339500.468750 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -339500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -339503.062500 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -339503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -339506.000000 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -339506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -339507.625000 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -339507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -339509.031250 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -339509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -339510.468750 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -339510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -339510.875000 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -339510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -91435.804688 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -91435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89631.859375 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -89631.86 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89883.273438 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -89883.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89976.617188 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -89976.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90021.984375 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -90021.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90058.984375 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -90058.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90103.609375 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -90103.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90154.421875 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -90154.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90192.812500 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -90192.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90229.421875 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -90229.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90261.500000 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -90261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90302.078125 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -90302.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90362.367188 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -90362.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90414.218750 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -90414.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90444.695312 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -90444.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90465.539062 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -90465.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90479.492188 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -90479.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90491.453125 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -90491.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90500.601562 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -90500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90511.492188 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -90511.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90517.625000 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -90517.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90524.726562 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -90524.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90532.937500 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -90532.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90536.781250 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -90536.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90538.296875 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -90538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90538.296875 Penalty: 3337.399902
	Iteration 24F: 3 clusters Score -90538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -261893.343750 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -261893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259040.031250 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -259040 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -259581.562500 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -259581.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -259707.234375 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -259707.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -259786.468750 Penalty: 3847.072998
	Iteration 3Q: 3 clusters Score -259786.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -259843.578125 Penalty: 3847.072998
	Iteration 4Q: 3 clusters Score -259843.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -259898.296875 Penalty: 3847.072998
	Iteration 5Q: 3 clusters Score -259898.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259931.828125 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -259931.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -259962.593750 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -259962.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -259977.453125 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -259977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -259994.703125 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -259994.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -260005.125000 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -260005.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -260012.640625 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -260012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -260016.703125 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -260016.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -260022.687500 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -260022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -260027.546875 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -260027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -260033.656250 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -260033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -260036.500000 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -260036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -260039.109375 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -260039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -260042.187500 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -260042.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -260046.984375 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -260047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -260050.718750 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -260050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -260053.312500 Penalty: 3847.072998
	Iteration 21Q: 3 clusters Score -260053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -260054.187500 Penalty: 3847.072998
	Iteration 22Q: 3 clusters Score -260054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -260054.187500 Penalty: 3847.072998
	Iteration 23F: 3 clusters Score -260054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -828376.312500 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -828376.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -821346.187500 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -821346.2 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -823951.312500 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -823951.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -824616.687500 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -824616.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -825067.750000 Penalty: 4525.405273
	Iteration 3F: 3 clusters Score -825067.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -825416.687500 Penalty: 4525.405273
	Iteration 4F: 3 clusters Score -825416.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -825664.750000 Penalty: 4525.405273
	Iteration 5Q: 3 clusters Score -825664.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -825850.687500 Penalty: 4525.405273
	Iteration 6Q: 3 clusters Score -825850.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -825986.062500 Penalty: 4525.405273
	Iteration 7Q: 3 clusters Score -825986.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -826104.812500 Penalty: 4525.405273
	Iteration 8Q: 3 clusters Score -826104.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -826217.625000 Penalty: 4525.405273
	Iteration 9Q: 3 clusters Score -826217.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -826323.875000 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -826323.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -826421.812500 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -826421.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -826516.812500 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -826516.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -826598.125000 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -826598.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -826671.937500 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -826671.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -826748.312500 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -826748.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -826819.187500 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -826819.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -826887.750000 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -826887.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -826942.625000 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -826942.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -826983.125000 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -826983.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -827021.312500 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -827021.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -827057.187500 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -827057.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -827079.875000 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -827079.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -827098.375000 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -827098.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -827114.937500 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -827114.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -827131.312500 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -827131.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -827151.625000 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -827151.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -827167.937500 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -827167.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -827180.375000 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -827180.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -827190.250000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -827190.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -827204.437500 Penalty: 4525.405273
	Iteration 30Q: 3 clusters Score -827204.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -827207.812500 Penalty: 4525.405273
	Iteration 31Q: 3 clusters Score -827207.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -827211.562500 Penalty: 4525.405273
	Iteration 32Q: 3 clusters Score -827211.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -827213.125000 Penalty: 4525.405273
	Iteration 33Q: 3 clusters Score -827213.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -827218.812500 Penalty: 4525.405273
	Iteration 34Q: 3 clusters Score -827218.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -827228.375000 Penalty: 4525.405273
	Iteration 35Q: 3 clusters Score -827228.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -827231.687500 Penalty: 4525.405273
	Iteration 36Q: 3 clusters Score -827231.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -827234.937500 Penalty: 4525.405273
	Iteration 37Q: 3 clusters Score -827234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -827238.312500 Penalty: 4525.405273
	Iteration 38Q: 3 clusters Score -827238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -827238.312500 Penalty: 4525.405273
	Iteration 39Q: 3 clusters Score -827238.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -827238.312500 Penalty: 4525.405273
	Iteration 40F: 3 clusters Score -827238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -827239.062500 Penalty: 4525.405273
	Iteration 41Q: 3 clusters Score -827239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -827240.875000 Penalty: 4525.405273
	Iteration 42Q: 3 clusters Score -827240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -827243.312500 Penalty: 4525.405273
	Iteration 43Q: 3 clusters Score -827243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -827242.562500 Penalty: 4525.405273
	Iteration 44Q: 3 clusters Score -827242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -827244.750000 Penalty: 4525.405273
	Iteration 45Q: 3 clusters Score -827244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -827245.562500 Penalty: 4525.405273
	Iteration 46Q: 3 clusters Score -827245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -827247.312500 Penalty: 4525.405273
	Iteration 47Q: 3 clusters Score -827247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -827247.562500 Penalty: 4525.405273
	Iteration 48Q: 3 clusters Score -827247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -827248.062500 Penalty: 4525.405273
	Iteration 49Q: 3 clusters Score -827248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -827249.937500 Penalty: 4525.405273
	Iteration 50Q: 3 clusters Score -827249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -827253.125000 Penalty: 4525.405273
	Iteration 51Q: 3 clusters Score -827253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -827253.312500 Penalty: 4525.405273
	Iteration 52Q: 3 clusters Score -827253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -827253.250000 Penalty: 4525.405273
	Iteration 53Q: 3 clusters Score -827253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -827254.000000 Penalty: 4525.405273
	Iteration 54Q: 3 clusters Score -827254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -827259.125000 Penalty: 4525.405273
	Iteration 55Q: 3 clusters Score -827259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -827262.437500 Penalty: 4525.405273
	Iteration 56Q: 3 clusters Score -827262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -827263.187500 Penalty: 4525.405273
	Iteration 57Q: 3 clusters Score -827263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -827266.000000 Penalty: 4525.405273
	Iteration 58Q: 3 clusters Score -827266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -827267.375000 Penalty: 4525.405273
	Iteration 59Q: 3 clusters Score -827267.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -827272.062500 Penalty: 4525.405273
	Iteration 60F: 3 clusters Score -827272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -827272.687500 Penalty: 4525.405273
	Iteration 61Q: 3 clusters Score -827272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -827273.812500 Penalty: 4525.405273
	Iteration 62Q: 3 clusters Score -827273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -827275.375000 Penalty: 4525.405273
	Iteration 63Q: 3 clusters Score -827275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -827278.875000 Penalty: 4525.405273
	Iteration 64Q: 3 clusters Score -827278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -827277.250000 Penalty: 4525.405273
	Iteration 65Q: 3 clusters Score -827277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -827276.625000 Penalty: 4525.405273
	Iteration 66Q: 3 clusters Score -827276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -827276.812500 Penalty: 4525.405273
	Iteration 67Q: 3 clusters Score -827276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -827277.437500 Penalty: 4525.405273
	Iteration 68Q: 3 clusters Score -827277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -827278.312500 Penalty: 4525.405273
	Iteration 69Q: 3 clusters Score -827278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -827278.312500 Penalty: 4525.405273
	Iteration 70F: 3 clusters Score -827278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -314909.062500 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -314909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -311375.500000 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -311375.5 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -312330.531250 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -312330.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -312667.937500 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -312667.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312896.281250 Penalty: 4038.607666
	Iteration 3F: 3 clusters Score -312896.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -313099.343750 Penalty: 4038.607666
	Iteration 4F: 3 clusters Score -313099.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -313271.843750 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -313271.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -313400.531250 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -313400.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -313500.281250 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -313500.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -313596.000000 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -313596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -313674.062500 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -313674.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -313727.406250 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -313727.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -313774.375000 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -313774.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -313814.468750 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -313814.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -313840.312500 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -313840.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -313854.906250 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -313854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -313863.562500 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -313863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -313869.812500 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -313869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -313878.406250 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -313878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -313887.437500 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -313887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -313893.843750 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -313893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -313899.968750 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -313900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -313906.593750 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -313906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -313909.000000 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -313909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -313911.156250 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -313911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -313911.156250 Penalty: 4038.607666
	Iteration 24F: 3 clusters Score -313911.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -662712.875000 Penalty: 2153.479736
	Iteration 0F: 2 clusters Score -662712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -657624.375000 Penalty: 4306.959473
	Iteration 0F: 3 clusters Score -657624.4 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -658900.625000 Penalty: 4306.959473
	Iteration 1F: 3 clusters Score -658900.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -659104.375000 Penalty: 4306.959473
	Iteration 2F: 3 clusters Score -659104.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -659233.375000 Penalty: 4306.959473
	Iteration 3Q: 3 clusters Score -659233.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -659323.750000 Penalty: 4306.959473
	Iteration 4Q: 3 clusters Score -659323.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -659398.062500 Penalty: 4306.959473
	Iteration 5Q: 3 clusters Score -659398.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -659458.562500 Penalty: 4306.959473
	Iteration 6Q: 3 clusters Score -659458.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -659513.375000 Penalty: 4306.959473
	Iteration 7Q: 3 clusters Score -659513.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -659557.125000 Penalty: 4306.959473
	Iteration 8Q: 3 clusters Score -659557.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -659596.625000 Penalty: 4306.959473
	Iteration 9Q: 3 clusters Score -659596.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -659637.250000 Penalty: 4306.959473
	Iteration 10Q: 3 clusters Score -659637.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -659672.500000 Penalty: 4306.959473
	Iteration 11Q: 3 clusters Score -659672.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -659707.750000 Penalty: 4306.959473
	Iteration 12Q: 3 clusters Score -659707.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -659746.125000 Penalty: 4306.959473
	Iteration 13Q: 3 clusters Score -659746.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -659783.125000 Penalty: 4306.959473
	Iteration 14Q: 3 clusters Score -659783.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -659826.937500 Penalty: 4306.959473
	Iteration 15Q: 3 clusters Score -659826.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -659880.187500 Penalty: 4306.959473
	Iteration 16Q: 3 clusters Score -659880.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -659933.062500 Penalty: 4306.959473
	Iteration 17Q: 3 clusters Score -659933.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -659990.250000 Penalty: 4306.959473
	Iteration 18Q: 3 clusters Score -659990.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -660056.375000 Penalty: 4306.959473
	Iteration 19Q: 3 clusters Score -660056.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -660114.312500 Penalty: 4306.959473
	Iteration 20F: 3 clusters Score -660114.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -660159.812500 Penalty: 4306.959473
	Iteration 21Q: 3 clusters Score -660159.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -660205.437500 Penalty: 4306.959473
	Iteration 22Q: 3 clusters Score -660205.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -660253.437500 Penalty: 4306.959473
	Iteration 23Q: 3 clusters Score -660253.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -660300.812500 Penalty: 4306.959473
	Iteration 24Q: 3 clusters Score -660300.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -660347.375000 Penalty: 4306.959473
	Iteration 25Q: 3 clusters Score -660347.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -660385.562500 Penalty: 4306.959473
	Iteration 26Q: 3 clusters Score -660385.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -660413.000000 Penalty: 4306.959473
	Iteration 27Q: 3 clusters Score -660413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -660435.937500 Penalty: 4306.959473
	Iteration 28Q: 3 clusters Score -660435.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -660455.875000 Penalty: 4306.959473
	Iteration 29Q: 3 clusters Score -660455.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -660480.812500 Penalty: 4306.959473
	Iteration 30Q: 3 clusters Score -660480.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -660496.250000 Penalty: 4306.959473
	Iteration 31Q: 3 clusters Score -660496.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -660513.062500 Penalty: 4306.959473
	Iteration 32Q: 3 clusters Score -660513.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -660533.687500 Penalty: 4306.959473
	Iteration 33Q: 3 clusters Score -660533.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -660544.937500 Penalty: 4306.959473
	Iteration 34Q: 3 clusters Score -660544.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -660554.875000 Penalty: 4306.959473
	Iteration 35Q: 3 clusters Score -660554.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -660564.562500 Penalty: 4306.959473
	Iteration 36Q: 3 clusters Score -660564.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -660573.562500 Penalty: 4306.959473
	Iteration 37Q: 3 clusters Score -660573.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -660583.062500 Penalty: 4306.959473
	Iteration 38Q: 3 clusters Score -660583.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -660592.437500 Penalty: 4306.959473
	Iteration 39Q: 3 clusters Score -660592.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -660601.625000 Penalty: 4306.959473
	Iteration 40F: 3 clusters Score -660601.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -660611.687500 Penalty: 4306.959473
	Iteration 41Q: 3 clusters Score -660611.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -660621.937500 Penalty: 4306.959473
	Iteration 42Q: 3 clusters Score -660621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -660628.562500 Penalty: 4306.959473
	Iteration 43Q: 3 clusters Score -660628.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -660639.437500 Penalty: 4306.959473
	Iteration 44Q: 3 clusters Score -660639.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -660645.875000 Penalty: 4306.959473
	Iteration 45Q: 3 clusters Score -660645.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -660657.187500 Penalty: 4306.959473
	Iteration 46Q: 3 clusters Score -660657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -660660.687500 Penalty: 4306.959473
	Iteration 47Q: 3 clusters Score -660660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -660664.937500 Penalty: 4306.959473
	Iteration 48Q: 3 clusters Score -660664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -660672.000000 Penalty: 4306.959473
	Iteration 49Q: 3 clusters Score -660672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -660679.500000 Penalty: 4306.959473
	Iteration 50Q: 3 clusters Score -660679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -660685.062500 Penalty: 4306.959473
	Iteration 51Q: 3 clusters Score -660685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -660692.125000 Penalty: 4306.959473
	Iteration 52Q: 3 clusters Score -660692.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -660697.875000 Penalty: 4306.959473
	Iteration 53Q: 3 clusters Score -660697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -660702.437500 Penalty: 4306.959473
	Iteration 54Q: 3 clusters Score -660702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -660706.062500 Penalty: 4306.959473
	Iteration 55Q: 3 clusters Score -660706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -660710.937500 Penalty: 4306.959473
	Iteration 56Q: 3 clusters Score -660710.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -660714.750000 Penalty: 4306.959473
	Iteration 57Q: 3 clusters Score -660714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -660716.562500 Penalty: 4306.959473
	Iteration 58Q: 3 clusters Score -660716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -660717.437500 Penalty: 4306.959473
	Iteration 59Q: 3 clusters Score -660717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -660720.625000 Penalty: 4306.959473
	Iteration 60F: 3 clusters Score -660720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -660723.187500 Penalty: 4306.959473
	Iteration 61Q: 3 clusters Score -660723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -660726.062500 Penalty: 4306.959473
	Iteration 62Q: 3 clusters Score -660726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -660728.312500 Penalty: 4306.959473
	Iteration 63Q: 3 clusters Score -660728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -660733.062500 Penalty: 4306.959473
	Iteration 64Q: 3 clusters Score -660733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -660735.750000 Penalty: 4306.959473
	Iteration 65Q: 3 clusters Score -660735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -660740.937500 Penalty: 4306.959473
	Iteration 66Q: 3 clusters Score -660740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -660742.312500 Penalty: 4306.959473
	Iteration 67Q: 3 clusters Score -660742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -660745.750000 Penalty: 4306.959473
	Iteration 68Q: 3 clusters Score -660745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -660750.750000 Penalty: 4306.959473
	Iteration 69Q: 3 clusters Score -660750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -660756.625000 Penalty: 4306.959473
	Iteration 70Q: 3 clusters Score -660756.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -660765.062500 Penalty: 4306.959473
	Iteration 71Q: 3 clusters Score -660765.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -660773.125000 Penalty: 4306.959473
	Iteration 72Q: 3 clusters Score -660773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -660779.750000 Penalty: 4306.959473
	Iteration 73Q: 3 clusters Score -660779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -660785.125000 Penalty: 4306.959473
	Iteration 74Q: 3 clusters Score -660785.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -660787.000000 Penalty: 4306.959473
	Iteration 75Q: 3 clusters Score -660787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -660790.125000 Penalty: 4306.959473
	Iteration 76Q: 3 clusters Score -660790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -660793.625000 Penalty: 4306.959473
	Iteration 77Q: 3 clusters Score -660793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -660795.812500 Penalty: 4306.959473
	Iteration 78Q: 3 clusters Score -660795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -660800.125000 Penalty: 4306.959473
	Iteration 79Q: 3 clusters Score -660800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -660801.562500 Penalty: 4306.959473
	Iteration 80F: 3 clusters Score -660801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -660802.500000 Penalty: 4306.959473
	Iteration 81Q: 3 clusters Score -660802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -660802.437500 Penalty: 4306.959473
	Iteration 82Q: 3 clusters Score -660802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -660804.750000 Penalty: 4306.959473
	Iteration 83Q: 3 clusters Score -660804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -660807.187500 Penalty: 4306.959473
	Iteration 84Q: 3 clusters Score -660807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -660809.750000 Penalty: 4306.959473
	Iteration 85Q: 3 clusters Score -660809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -660813.875000 Penalty: 4306.959473
	Iteration 86Q: 3 clusters Score -660813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -660814.625000 Penalty: 4306.959473
	Iteration 87Q: 3 clusters Score -660814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -660816.250000 Penalty: 4306.959473
	Iteration 88Q: 3 clusters Score -660816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -660815.937500 Penalty: 4306.959473
	Iteration 89Q: 3 clusters Score -660815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -660816.687500 Penalty: 4306.959473
	Iteration 90Q: 3 clusters Score -660816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -660816.687500 Penalty: 4306.959473
	Iteration 91F: 3 clusters Score -660816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -209459.156250 Penalty: 1885.147705
	Iteration 0F: 2 clusters Score -209459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -206819.687500 Penalty: 3770.295410
	Iteration 0F: 3 clusters Score -206819.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -207344.609375 Penalty: 3770.295410
	Iteration 1F: 3 clusters Score -207344.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -207496.359375 Penalty: 3770.295410
	Iteration 2F: 3 clusters Score -207496.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -207569.234375 Penalty: 3770.295410
	Iteration 3Q: 3 clusters Score -207569.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -207610.625000 Penalty: 3770.295410
	Iteration 4Q: 3 clusters Score -207610.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -207643.890625 Penalty: 3770.295410
	Iteration 5Q: 3 clusters Score -207643.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -207679.765625 Penalty: 3770.295410
	Iteration 6Q: 3 clusters Score -207679.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -207717.875000 Penalty: 3770.295410
	Iteration 7Q: 3 clusters Score -207717.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -207755.109375 Penalty: 3770.295410
	Iteration 8Q: 3 clusters Score -207755.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -207799.406250 Penalty: 3770.295410
	Iteration 9Q: 3 clusters Score -207799.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -207846.718750 Penalty: 3770.295410
	Iteration 10Q: 3 clusters Score -207846.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -207887.203125 Penalty: 3770.295410
	Iteration 11Q: 3 clusters Score -207887.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -207920.343750 Penalty: 3770.295410
	Iteration 12Q: 3 clusters Score -207920.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -207948.484375 Penalty: 3770.295410
	Iteration 13Q: 3 clusters Score -207948.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -207963.796875 Penalty: 3770.295410
	Iteration 14Q: 3 clusters Score -207963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -207975.546875 Penalty: 3770.295410
	Iteration 15Q: 3 clusters Score -207975.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207984.890625 Penalty: 3770.295410
	Iteration 16Q: 3 clusters Score -207984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -207986.625000 Penalty: 3770.295410
	Iteration 17Q: 3 clusters Score -207986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207989.156250 Penalty: 3770.295410
	Iteration 18Q: 3 clusters Score -207989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -207991.656250 Penalty: 3770.295410
	Iteration 19Q: 3 clusters Score -207991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -207994.125000 Penalty: 3770.295410
	Iteration 20F: 3 clusters Score -207994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -207996.390625 Penalty: 3770.295410
	Iteration 21Q: 3 clusters Score -207996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -207998.734375 Penalty: 3770.295410
	Iteration 22Q: 3 clusters Score -207998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208004.328125 Penalty: 3770.295410
	Iteration 23Q: 3 clusters Score -208004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208008.062500 Penalty: 3770.295410
	Iteration 24Q: 3 clusters Score -208008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -208015.562500 Penalty: 3770.295410
	Iteration 25Q: 3 clusters Score -208015.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -208024.234375 Penalty: 3770.295410
	Iteration 26Q: 3 clusters Score -208024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208027.843750 Penalty: 3770.295410
	Iteration 27Q: 3 clusters Score -208027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -208030.234375 Penalty: 3770.295410
	Iteration 28Q: 3 clusters Score -208030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -208031.875000 Penalty: 3770.295410
	Iteration 29Q: 3 clusters Score -208031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -208035.015625 Penalty: 3770.295410
	Iteration 30Q: 3 clusters Score -208035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -208036.921875 Penalty: 3770.295410
	Iteration 31Q: 3 clusters Score -208036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -208037.796875 Penalty: 3770.295410
	Iteration 32Q: 3 clusters Score -208037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -208038.343750 Penalty: 3770.295410
	Iteration 33Q: 3 clusters Score -208038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -208039.390625 Penalty: 3770.295410
	Iteration 34Q: 3 clusters Score -208039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -208042.062500 Penalty: 3770.295410
	Iteration 35Q: 3 clusters Score -208042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -208043.796875 Penalty: 3770.295410
	Iteration 36Q: 3 clusters Score -208043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -208044.296875 Penalty: 3770.295410
	Iteration 37Q: 3 clusters Score -208044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -208044.296875 Penalty: 3770.295410
	Iteration 38F: 3 clusters Score -208044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (50685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Entering Unmasked Estep 
Score: -5943377.500000 Penalty: 2686.679688
	Iteration 0F: 2 clusters Score -5943378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5909218.000000 Penalty: 5373.359375
	Iteration 0F: 3 clusters Score -5909218 nChanged 23382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5922235.000000 Penalty: 5373.359375
	Iteration 1F: 3 clusters Score -5922235 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -5922872.000000 Penalty: 5373.359375
	Iteration 2Q: 3 clusters Score -5922872 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5923498.500000 Penalty: 5373.359375
	Iteration 3Q: 3 clusters Score -5923498 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5924213.000000 Penalty: 5373.359375
	Iteration 4Q: 3 clusters Score -5924213 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5925071.000000 Penalty: 5373.359375
	Iteration 5Q: 3 clusters Score -5925071 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5926294.500000 Penalty: 5373.359375
	Iteration 6Q: 3 clusters Score -5926294 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5928003.000000 Penalty: 5373.359375
	Iteration 7F: 3 clusters Score -5928003 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5930415.000000 Penalty: 5373.359375
	Iteration 8F: 3 clusters Score -5930415 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -5933457.000000 Penalty: 5373.359375
	Iteration 9F: 3 clusters Score -5933457 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5936599.500000 Penalty: 5373.359375
	Iteration 10F: 3 clusters Score -5936600 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5938924.500000 Penalty: 5373.359375
	Iteration 11Q: 3 clusters Score -5938924 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5940153.000000 Penalty: 5373.359375
	Iteration 12Q: 3 clusters Score -5940153 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5940623.500000 Penalty: 5373.359375
	Iteration 13Q: 3 clusters Score -5940624 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5940841.500000 Penalty: 5373.359375
	Iteration 14Q: 3 clusters Score -5940842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5940941.500000 Penalty: 5373.359375
	Iteration 15Q: 3 clusters Score -5940942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5941010.500000 Penalty: 5373.359375
	Iteration 16Q: 3 clusters Score -5941010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5941044.000000 Penalty: 5373.359375
	Iteration 17Q: 3 clusters Score -5941044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5941072.500000 Penalty: 5373.359375
	Iteration 18Q: 3 clusters Score -5941072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5941083.000000 Penalty: 5373.359375
	Iteration 19Q: 3 clusters Score -5941083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5941086.500000 Penalty: 5373.359375
	Iteration 20F: 3 clusters Score -5941086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5941103.000000 Penalty: 5373.359375
	Iteration 21Q: 3 clusters Score -5941103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5941102.000000 Penalty: 5373.359375
	Iteration 22Q: 3 clusters Score -5941102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5941107.500000 Penalty: 5373.359375
	Iteration 23Q: 3 clusters Score -5941108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5941110.000000 Penalty: 5373.359375
	Iteration 24Q: 3 clusters Score -5941110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5941114.000000 Penalty: 5373.359375
	Iteration 25Q: 3 clusters Score -5941114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5941118.500000 Penalty: 5373.359375
	Iteration 26Q: 3 clusters Score -5941118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5941108.000000 Penalty: 5373.359375
	Iteration 27Q: 3 clusters Score -5941108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5941108.000000 Penalty: 5373.359375
	Iteration 28F: 3 clusters Score -5941108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -690845.875000 Penalty: 2166.968018
	Iteration 0F: 2 clusters Score -690845.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -685583.937500 Penalty: 4333.936035
	Iteration 0F: 3 clusters Score -685583.9 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -687005.062500 Penalty: 4333.936035
	Iteration 1F: 3 clusters Score -687005.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -687278.687500 Penalty: 4333.936035
	Iteration 2F: 3 clusters Score -687278.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -687490.812500 Penalty: 4333.936035
	Iteration 3F: 3 clusters Score -687490.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -687681.500000 Penalty: 4333.936035
	Iteration 4Q: 3 clusters Score -687681.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -687866.875000 Penalty: 4333.936035
	Iteration 5Q: 3 clusters Score -687866.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -688029.625000 Penalty: 4333.936035
	Iteration 6Q: 3 clusters Score -688029.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -688189.750000 Penalty: 4333.936035
	Iteration 7Q: 3 clusters Score -688189.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -688339.250000 Penalty: 4333.936035
	Iteration 8Q: 3 clusters Score -688339.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -688473.375000 Penalty: 4333.936035
	Iteration 9Q: 3 clusters Score -688473.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -688579.500000 Penalty: 4333.936035
	Iteration 10Q: 3 clusters Score -688579.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -688651.750000 Penalty: 4333.936035
	Iteration 11Q: 3 clusters Score -688651.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -688705.687500 Penalty: 4333.936035
	Iteration 12Q: 3 clusters Score -688705.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -688750.437500 Penalty: 4333.936035
	Iteration 13Q: 3 clusters Score -688750.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -688796.500000 Penalty: 4333.936035
	Iteration 14Q: 3 clusters Score -688796.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -688827.437500 Penalty: 4333.936035
	Iteration 15Q: 3 clusters Score -688827.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -688852.750000 Penalty: 4333.936035
	Iteration 16Q: 3 clusters Score -688852.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -688869.125000 Penalty: 4333.936035
	Iteration 17Q: 3 clusters Score -688869.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -688882.500000 Penalty: 4333.936035
	Iteration 18Q: 3 clusters Score -688882.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -688894.937500 Penalty: 4333.936035
	Iteration 19Q: 3 clusters Score -688894.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -688904.937500 Penalty: 4333.936035
	Iteration 20F: 3 clusters Score -688904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -688916.875000 Penalty: 4333.936035
	Iteration 21Q: 3 clusters Score -688916.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -688922.500000 Penalty: 4333.936035
	Iteration 22Q: 3 clusters Score -688922.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -688931.187500 Penalty: 4333.936035
	Iteration 23Q: 3 clusters Score -688931.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -688937.062500 Penalty: 4333.936035
	Iteration 24Q: 3 clusters Score -688937.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -688941.250000 Penalty: 4333.936035
	Iteration 25Q: 3 clusters Score -688941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -688944.437500 Penalty: 4333.936035
	Iteration 26Q: 3 clusters Score -688944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -688950.625000 Penalty: 4333.936035
	Iteration 27Q: 3 clusters Score -688950.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -688954.687500 Penalty: 4333.936035
	Iteration 28Q: 3 clusters Score -688954.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -688959.437500 Penalty: 4333.936035
	Iteration 29Q: 3 clusters Score -688959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -688966.062500 Penalty: 4333.936035
	Iteration 30Q: 3 clusters Score -688966.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -688969.875000 Penalty: 4333.936035
	Iteration 31Q: 3 clusters Score -688969.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -688974.625000 Penalty: 4333.936035
	Iteration 32Q: 3 clusters Score -688974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -688976.937500 Penalty: 4333.936035
	Iteration 33Q: 3 clusters Score -688976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -688982.062500 Penalty: 4333.936035
	Iteration 34Q: 3 clusters Score -688982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -688982.125000 Penalty: 4333.936035
	Iteration 35Q: 3 clusters Score -688982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -688985.437500 Penalty: 4333.936035
	Iteration 36Q: 3 clusters Score -688985.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -688989.500000 Penalty: 4333.936035
	Iteration 37Q: 3 clusters Score -688989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -688991.812500 Penalty: 4333.936035
	Iteration 38Q: 3 clusters Score -688991.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -688995.500000 Penalty: 4333.936035
	Iteration 39Q: 3 clusters Score -688995.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -688998.875000 Penalty: 4333.936035
	Iteration 40F: 3 clusters Score -688998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -689003.187500 Penalty: 4333.936035
	Iteration 41Q: 3 clusters Score -689003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -689006.062500 Penalty: 4333.936035
	Iteration 42Q: 3 clusters Score -689006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -689006.937500 Penalty: 4333.936035
	Iteration 43Q: 3 clusters Score -689006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -689008.000000 Penalty: 4333.936035
	Iteration 44Q: 3 clusters Score -689008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -689007.937500 Penalty: 4333.936035
	Iteration 45Q: 3 clusters Score -689007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -689009.125000 Penalty: 4333.936035
	Iteration 46Q: 3 clusters Score -689009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -689009.875000 Penalty: 4333.936035
	Iteration 47Q: 3 clusters Score -689009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -689011.187500 Penalty: 4333.936035
	Iteration 48Q: 3 clusters Score -689011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -689012.937500 Penalty: 4333.936035
	Iteration 49Q: 3 clusters Score -689012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -689012.937500 Penalty: 4333.936035
	Iteration 50Q: 3 clusters Score -689012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -689014.250000 Penalty: 4333.936035
	Iteration 51Q: 3 clusters Score -689014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -689016.000000 Penalty: 4333.936035
	Iteration 52Q: 3 clusters Score -689016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -689015.062500 Penalty: 4333.936035
	Iteration 53Q: 3 clusters Score -689015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -689014.812500 Penalty: 4333.936035
	Iteration 54Q: 3 clusters Score -689014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -689015.000000 Penalty: 4333.936035
	Iteration 55Q: 3 clusters Score -689015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -689015.000000 Penalty: 4333.936035
	Iteration 56F: 3 clusters Score -689015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -546079.937500 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -546079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -541655.312500 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -541655.3 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -542688.375000 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -542688.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -542912.562500 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -542912.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -543055.875000 Penalty: 4219.843262
	Iteration 3Q: 3 clusters Score -543055.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -543191.312500 Penalty: 4219.843262
	Iteration 4Q: 3 clusters Score -543191.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -543299.750000 Penalty: 4219.843262
	Iteration 5Q: 3 clusters Score -543299.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -543400.250000 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -543400.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -543499.562500 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -543499.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -543588.562500 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -543588.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -543666.437500 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -543666.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -543747.625000 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -543747.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -543834.000000 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -543834 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -543920.187500 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -543920.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -544013.125000 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -544013.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -544109.500000 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -544109.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -544189.875000 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -544189.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -544265.312500 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -544265.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -544323.812500 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -544323.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -544374.562500 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -544374.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -544413.375000 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -544413.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -544448.062500 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -544448.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -544469.500000 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -544469.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -544486.312500 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -544486.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -544495.437500 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -544495.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -544502.125000 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -544502.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -544507.500000 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -544507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -544511.750000 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -544511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -544513.125000 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -544513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -544518.875000 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -544518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -544519.562500 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -544519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -544520.812500 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -544520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -544523.250000 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -544523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -544524.500000 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -544524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544525.937500 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -544525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -544528.687500 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -544528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -544529.500000 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -544529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -544531.062500 Penalty: 4219.843262
	Iteration 36Q: 3 clusters Score -544531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -544530.750000 Penalty: 4219.843262
	Iteration 37Q: 3 clusters Score -544530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544530.500000 Penalty: 4219.843262
	Iteration 38Q: 3 clusters Score -544530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -544531.562500 Penalty: 4219.843262
	Iteration 39Q: 3 clusters Score -544531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544533.125000 Penalty: 4219.843262
	Iteration 40F: 3 clusters Score -544533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -544533.750000 Penalty: 4219.843262
	Iteration 41Q: 3 clusters Score -544533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -544533.437500 Penalty: 4219.843262
	Iteration 42Q: 3 clusters Score -544533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -544533.437500 Penalty: 4219.843262
	Iteration 43F: 3 clusters Score -544533.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -160420.546875 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -160420.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158125.250000 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -158125.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158481.250000 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -158481.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158575.484375 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -158575.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -158624.609375 Penalty: 3622.038330
	Iteration 3Q: 3 clusters Score -158624.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158661.281250 Penalty: 3622.038330
	Iteration 4Q: 3 clusters Score -158661.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158680.718750 Penalty: 3622.038330
	Iteration 5Q: 3 clusters Score -158680.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158698.078125 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -158698.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158713.437500 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -158713.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158742.593750 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -158742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158762.750000 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -158762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158784.859375 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -158784.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158803.625000 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -158803.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158821.906250 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -158821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158829.593750 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -158829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158835.625000 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -158835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158841.703125 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -158841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158848.453125 Penalty: 3622.038330
	Iteration 16Q: 3 clusters Score -158848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158850.250000 Penalty: 3622.038330
	Iteration 17Q: 3 clusters Score -158850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158856.078125 Penalty: 3622.038330
	Iteration 18Q: 3 clusters Score -158856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158857.468750 Penalty: 3622.038330
	Iteration 19Q: 3 clusters Score -158857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158858.656250 Penalty: 3622.038330
	Iteration 20F: 3 clusters Score -158858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158859.078125 Penalty: 3622.038330
	Iteration 21Q: 3 clusters Score -158859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158859.078125 Penalty: 3622.038330
	Iteration 22F: 3 clusters Score -158859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -290850.593750 Penalty: 1997.442871
	Iteration 0F: 2 clusters Score -290850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -287572.000000 Penalty: 3994.885742
	Iteration 0F: 3 clusters Score -287572 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -288399.312500 Penalty: 3994.885742
	Iteration 1F: 3 clusters Score -288399.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -288702.093750 Penalty: 3994.885742
	Iteration 2F: 3 clusters Score -288702.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -288904.468750 Penalty: 3994.885742
	Iteration 3F: 3 clusters Score -288904.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289113.593750 Penalty: 3994.885742
	Iteration 4F: 3 clusters Score -289113.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -289267.750000 Penalty: 3994.885742
	Iteration 5Q: 3 clusters Score -289267.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -289395.250000 Penalty: 3994.885742
	Iteration 6Q: 3 clusters Score -289395.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289482.375000 Penalty: 3994.885742
	Iteration 7Q: 3 clusters Score -289482.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289549.437500 Penalty: 3994.885742
	Iteration 8Q: 3 clusters Score -289549.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -289591.250000 Penalty: 3994.885742
	Iteration 9Q: 3 clusters Score -289591.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -289621.875000 Penalty: 3994.885742
	Iteration 10Q: 3 clusters Score -289621.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289640.093750 Penalty: 3994.885742
	Iteration 11Q: 3 clusters Score -289640.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -289654.187500 Penalty: 3994.885742
	Iteration 12Q: 3 clusters Score -289654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -289661.406250 Penalty: 3994.885742
	Iteration 13Q: 3 clusters Score -289661.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -289668.937500 Penalty: 3994.885742
	Iteration 14Q: 3 clusters Score -289668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -289676.093750 Penalty: 3994.885742
	Iteration 15Q: 3 clusters Score -289676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289681.812500 Penalty: 3994.885742
	Iteration 16Q: 3 clusters Score -289681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -289688.093750 Penalty: 3994.885742
	Iteration 17Q: 3 clusters Score -289688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -289691.250000 Penalty: 3994.885742
	Iteration 18Q: 3 clusters Score -289691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289693.343750 Penalty: 3994.885742
	Iteration 19Q: 3 clusters Score -289693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289697.156250 Penalty: 3994.885742
	Iteration 20F: 3 clusters Score -289697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289698.906250 Penalty: 3994.885742
	Iteration 21Q: 3 clusters Score -289698.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289698.906250 Penalty: 3994.885742
	Iteration 22F: 3 clusters Score -289698.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -169709.406250 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -169709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -167360.656250 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -167360.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -167761.671875 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -167761.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -167920.031250 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -167920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168119.359375 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -168119.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168245.656250 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -168245.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168334.078125 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -168334.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -168382.437500 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -168382.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -168418.578125 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -168418.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168448.156250 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -168448.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -168468.437500 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -168468.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -168486.468750 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -168486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -168502.796875 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -168502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -168514.671875 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -168514.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -168521.078125 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -168521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -168526.625000 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -168526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -168529.984375 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -168530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -168532.578125 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -168532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -168535.468750 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -168535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -168536.031250 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -168536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -168537.296875 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -168537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -168538.953125 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -168539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (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: -355623.468750 Penalty: 1998.778931
	Iteration 0F: 2 clusters Score -355623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -352244.906250 Penalty: 3997.557861
	Iteration 0F: 3 clusters Score -352244.9 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -352982.000000 Penalty: 3997.557861
	Iteration 1F: 3 clusters Score -352982 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -353176.187500 Penalty: 3997.557861
	Iteration 2F: 3 clusters Score -353176.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -353291.343750 Penalty: 3997.557861
	Iteration 3F: 3 clusters Score -353291.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -353345.937500 Penalty: 3997.557861
	Iteration 4Q: 3 clusters Score -353345.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -353384.093750 Penalty: 3997.557861
	Iteration 5Q: 3 clusters Score -353384.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -353413.750000 Penalty: 3997.557861
	Iteration 6Q: 3 clusters Score -353413.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -353438.968750 Penalty: 3997.557861
	Iteration 7Q: 3 clusters Score -353439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -353464.593750 Penalty: 3997.557861
	Iteration 8Q: 3 clusters Score -353464.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -353492.000000 Penalty: 3997.557861
	Iteration 9Q: 3 clusters Score -353492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -353516.093750 Penalty: 3997.557861
	Iteration 10Q: 3 clusters Score -353516.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -353541.718750 Penalty: 3997.557861
	Iteration 11Q: 3 clusters Score -353541.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -353565.531250 Penalty: 3997.557861
	Iteration 12Q: 3 clusters Score -353565.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -353592.687500 Penalty: 3997.557861
	Iteration 13Q: 3 clusters Score -353592.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -353618.156250 Penalty: 3997.557861
	Iteration 14Q: 3 clusters Score -353618.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -353641.000000 Penalty: 3997.557861
	Iteration 15Q: 3 clusters Score -353641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -353664.312500 Penalty: 3997.557861
	Iteration 16Q: 3 clusters Score -353664.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -353681.500000 Penalty: 3997.557861
	Iteration 17Q: 3 clusters Score -353681.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -353700.218750 Penalty: 3997.557861
	Iteration 18Q: 3 clusters Score -353700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -353716.781250 Penalty: 3997.557861
	Iteration 19Q: 3 clusters Score -353716.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -353727.312500 Penalty: 3997.557861
	Iteration 20F: 3 clusters Score -353727.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -353741.031250 Penalty: 3997.557861
	Iteration 21Q: 3 clusters Score -353741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -353754.593750 Penalty: 3997.557861
	Iteration 22Q: 3 clusters Score -353754.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -353765.218750 Penalty: 3997.557861
	Iteration 23Q: 3 clusters Score -353765.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -353777.500000 Penalty: 3997.557861
	Iteration 24Q: 3 clusters Score -353777.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -353795.218750 Penalty: 3997.557861
	Iteration 25Q: 3 clusters Score -353795.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -353819.000000 Penalty: 3997.557861
	Iteration 26Q: 3 clusters Score -353819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -353841.312500 Penalty: 3997.557861
	Iteration 27Q: 3 clusters Score -353841.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -353858.250000 Penalty: 3997.557861
	Iteration 28Q: 3 clusters Score -353858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -353871.937500 Penalty: 3997.557861
	Iteration 29Q: 3 clusters Score -353871.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -353882.312500 Penalty: 3997.557861
	Iteration 30Q: 3 clusters Score -353882.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -353891.781250 Penalty: 3997.557861
	Iteration 31Q: 3 clusters Score -353891.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -353897.906250 Penalty: 3997.557861
	Iteration 32Q: 3 clusters Score -353897.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -353904.062500 Penalty: 3997.557861
	Iteration 33Q: 3 clusters Score -353904.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -353913.187500 Penalty: 3997.557861
	Iteration 34Q: 3 clusters Score -353913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -353917.062500 Penalty: 3997.557861
	Iteration 35Q: 3 clusters Score -353917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -353922.000000 Penalty: 3997.557861
	Iteration 36Q: 3 clusters Score -353922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -353926.531250 Penalty: 3997.557861
	Iteration 37Q: 3 clusters Score -353926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -353927.593750 Penalty: 3997.557861
	Iteration 38Q: 3 clusters Score -353927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -353929.375000 Penalty: 3997.557861
	Iteration 39Q: 3 clusters Score -353929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -353929.375000 Penalty: 3997.557861
	Iteration 40F: 3 clusters Score -353929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -353930.812500 Penalty: 3997.557861
	Iteration 41Q: 3 clusters Score -353930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -353935.593750 Penalty: 3997.557861
	Iteration 42Q: 3 clusters Score -353935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -353940.656250 Penalty: 3997.557861
	Iteration 43Q: 3 clusters Score -353940.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -353949.375000 Penalty: 3997.557861
	Iteration 44Q: 3 clusters Score -353949.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -353962.500000 Penalty: 3997.557861
	Iteration 45Q: 3 clusters Score -353962.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -353973.656250 Penalty: 3997.557861
	Iteration 46Q: 3 clusters Score -353973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -353982.468750 Penalty: 3997.557861
	Iteration 47Q: 3 clusters Score -353982.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -353991.687500 Penalty: 3997.557861
	Iteration 48Q: 3 clusters Score -353991.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -353994.187500 Penalty: 3997.557861
	Iteration 49Q: 3 clusters Score -353994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -353998.468750 Penalty: 3997.557861
	Iteration 50Q: 3 clusters Score -353998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -354002.843750 Penalty: 3997.557861
	Iteration 51Q: 3 clusters Score -354002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -354012.781250 Penalty: 3997.557861
	Iteration 52Q: 3 clusters Score -354012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -354023.750000 Penalty: 3997.557861
	Iteration 53Q: 3 clusters Score -354023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -354031.343750 Penalty: 3997.557861
	Iteration 54Q: 3 clusters Score -354031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -354037.156250 Penalty: 3997.557861
	Iteration 55Q: 3 clusters Score -354037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -354038.718750 Penalty: 3997.557861
	Iteration 56Q: 3 clusters Score -354038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -354042.531250 Penalty: 3997.557861
	Iteration 57Q: 3 clusters Score -354042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -354044.781250 Penalty: 3997.557861
	Iteration 58Q: 3 clusters Score -354044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -354047.406250 Penalty: 3997.557861
	Iteration 59Q: 3 clusters Score -354047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -354046.968750 Penalty: 3997.557861
	Iteration 60F: 3 clusters Score -354047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -354048.093750 Penalty: 3997.557861
	Iteration 61Q: 3 clusters Score -354048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -354048.093750 Penalty: 3997.557861
	Iteration 62F: 3 clusters Score -354048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 31018 members 
Mstep: Class 4 contains 11888 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63587 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76964 members 
Mstep: Class 9 contains 248594 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 171180 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 59797 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16537 members 
Mstep: Class 24 contains 33047 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28036 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15004 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5582 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 31078 members 
Mstep: Class 37 contains 29122 members 
Mstep: Class 38 contains 16958 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 6910 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 54605 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5804 members 
Mstep: Class 46 contains 41707 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11694 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16446 members 
Mstep: Class 52 contains 4361 members 
Mstep: Class 53 contains 8778 members 
Mstep: Class 54 contains 7007 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3714 members 
Mstep: Class 58 contains 47557 members 
Mstep: Class 59 contains 3642 members 
Mstep: Class 60 contains 12125 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3391 members 
Mstep: Class 63 contains 8566 members 
Mstep: Class 64 contains 5617 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7294 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4628 members 
Mstep: Class 69 contains 7512 members 
Mstep: Class 70 contains 5070 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4986 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21599 members 
Mstep: Class 77 contains 1933 members 
Mstep: Class 78 contains 5641 members 
Mstep: Class 79 contains 45227 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13350 members 
Mstep: Class 84 contains 1703 members 
Mstep: Class 85 contains 6089 members 
Mstep: Class 86 contains 6713 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2336 members 
Mstep: Class 90 contains 9171 members 
Mstep: Class 91 contains 3437 members 
Mstep: Class 92 contains 5904 members 
Mstep: Class 93 contains 2001 members 
Mstep: Class 94 contains 50685 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4953 members 
Mstep: Class 97 contains 1484 members 
Mstep: Class 98 contains 3147 members 
Mstep: Class 99 contains 1592 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212295824.000000 Penalty: 359308.937500
Iteration 239Q: 101 clusters Score -2.122958e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 31014 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63588 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76962 members 
Mstep: Class 9 contains 248599 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 171175 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 131323 members 
Mstep: Class 15 contains 35724 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 59780 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 33032 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28035 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15006 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 5588 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 31079 members 
Mstep: Class 37 contains 29122 members 
Mstep: Class 38 contains 16955 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 6912 members 
Mstep: Class 42 contains 6396 members 
Mstep: Class 43 contains 54596 members 
Mstep: Class 44 contains 38337 members 
Mstep: Class 45 contains 5802 members 
Mstep: Class 46 contains 41709 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11698 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16443 members 
Mstep: Class 52 contains 4362 members 
Mstep: Class 53 contains 8778 members 
Mstep: Class 54 contains 6999 members 
Mstep: Class 55 contains 33399 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3714 members 
Mstep: Class 58 contains 47555 members 
Mstep: Class 59 contains 3647 members 
Mstep: Class 60 contains 12124 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3391 members 
Mstep: Class 63 contains 8569 members 
Mstep: Class 64 contains 5612 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7295 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4631 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 5072 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4983 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21613 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5644 members 
Mstep: Class 79 contains 45222 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13357 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6091 members 
Mstep: Class 86 contains 6715 members 
Mstep: Class 87 contains 3093 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9190 members 
Mstep: Class 91 contains 3427 members 
Mstep: Class 92 contains 5884 members 
Mstep: Class 93 contains 2004 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4974 members 
Mstep: Class 97 contains 1485 members 
Mstep: Class 98 contains 3150 members 
Mstep: Class 99 contains 1592 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296096.000000 Penalty: 359308.937500
Iteration 240F: 101 clusters Score -2.122961e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 31009 members 
Mstep: Class 4 contains 11876 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 63583 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76962 members 
Mstep: Class 9 contains 248604 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 12 contains 171168 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35727 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 59769 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 33024 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28032 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 13391 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 5583 members 
Mstep: Class 33 contains 30758 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 31071 members 
Mstep: Class 37 contains 29121 members 
Mstep: Class 38 contains 16953 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 6400 members 
Mstep: Class 43 contains 54585 members 
Mstep: Class 44 contains 38336 members 
Mstep: Class 45 contains 5801 members 
Mstep: Class 46 contains 41708 members 
Mstep: Class 47 contains 9858 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11699 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16441 members 
Mstep: Class 52 contains 4363 members 
Mstep: Class 53 contains 8780 members 
Mstep: Class 54 contains 6988 members 
Mstep: Class 55 contains 33399 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3715 members 
Mstep: Class 58 contains 47557 members 
Mstep: Class 59 contains 3653 members 
Mstep: Class 60 contains 12121 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3392 members 
Mstep: Class 63 contains 8572 members 
Mstep: Class 64 contains 5611 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7300 members 
Mstep: Class 67 contains 4830 members 
Mstep: Class 68 contains 4633 members 
Mstep: Class 69 contains 7505 members 
Mstep: Class 70 contains 5074 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4983 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21624 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5647 members 
Mstep: Class 79 contains 45222 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13361 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6091 members 
Mstep: Class 86 contains 6717 members 
Mstep: Class 87 contains 3093 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9215 members 
Mstep: Class 91 contains 3411 members 
Mstep: Class 92 contains 5866 members 
Mstep: Class 93 contains 2008 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 4999 members 
Mstep: Class 97 contains 1487 members 
Mstep: Class 98 contains 3153 members 
Mstep: Class 99 contains 1590 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296016.000000 Penalty: 359308.937500
Iteration 241Q: 101 clusters Score -2.12296e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143639 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 31001 members 
Mstep: Class 4 contains 11874 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63583 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76967 members 
Mstep: Class 9 contains 248609 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 171159 members 
Mstep: Class 13 contains 5369 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35732 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 59764 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32995 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28029 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 13391 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 5584 members 
Mstep: Class 33 contains 30757 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10980 members 
Mstep: Class 36 contains 31065 members 
Mstep: Class 37 contains 29120 members 
Mstep: Class 38 contains 16951 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10359 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 54573 members 
Mstep: Class 44 contains 38337 members 
Mstep: Class 45 contains 5801 members 
Mstep: Class 46 contains 41709 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11702 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16439 members 
Mstep: Class 52 contains 4364 members 
Mstep: Class 53 contains 8782 members 
Mstep: Class 54 contains 6987 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3716 members 
Mstep: Class 58 contains 47561 members 
Mstep: Class 59 contains 3655 members 
Mstep: Class 60 contains 12120 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3393 members 
Mstep: Class 63 contains 8568 members 
Mstep: Class 64 contains 5611 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4634 members 
Mstep: Class 69 contains 7509 members 
Mstep: Class 70 contains 5076 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4981 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17585 members 
Mstep: Class 76 contains 21637 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5658 members 
Mstep: Class 79 contains 45215 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13369 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6090 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9242 members 
Mstep: Class 91 contains 3398 members 
Mstep: Class 92 contains 5842 members 
Mstep: Class 93 contains 2009 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5018 members 
Mstep: Class 97 contains 1489 members 
Mstep: Class 98 contains 3156 members 
Mstep: Class 99 contains 1588 members 
Mstep: Class 100 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296096.000000 Penalty: 359308.937500
Iteration 242Q: 101 clusters Score -2.122961e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 63582 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76967 members 
Mstep: Class 9 contains 248611 members 
Mstep: Class 10 contains 9644 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 171152 members 
Mstep: Class 13 contains 5376 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35736 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 59756 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32982 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28030 members 
Mstep: Class 27 contains 3278 members 
Mstep: Class 28 contains 13391 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5575 members 
Mstep: Class 33 contains 30759 members 
Mstep: Class 34 contains 6502 members 
Mstep: Class 35 contains 10980 members 
Mstep: Class 36 contains 31061 members 
Mstep: Class 37 contains 29120 members 
Mstep: Class 38 contains 16949 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 54561 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5801 members 
Mstep: Class 46 contains 41711 members 
Mstep: Class 47 contains 9850 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11708 members 
Mstep: Class 50 contains 20625 members 
Mstep: Class 51 contains 16436 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8782 members 
Mstep: Class 54 contains 6983 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3716 members 
Mstep: Class 58 contains 47567 members 
Mstep: Class 59 contains 3658 members 
Mstep: Class 60 contains 12117 members 
Mstep: Class 61 contains 12633 members 
Mstep: Class 62 contains 3395 members 
Mstep: Class 63 contains 8565 members 
Mstep: Class 64 contains 5611 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7313 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4636 members 
Mstep: Class 69 contains 7510 members 
Mstep: Class 70 contains 5079 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4988 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17587 members 
Mstep: Class 76 contains 21640 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5670 members 
Mstep: Class 79 contains 45207 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13371 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6090 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9272 members 
Mstep: Class 91 contains 3381 members 
Mstep: Class 92 contains 5832 members 
Mstep: Class 93 contains 2012 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5032 members 
Mstep: Class 97 contains 1490 members 
Mstep: Class 98 contains 3157 members 
Mstep: Class 99 contains 1589 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296208.000000 Penalty: 359308.937500
Iteration 243Q: 101 clusters Score -2.122962e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11862 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 63585 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76966 members 
Mstep: Class 9 contains 248611 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 171168 members 
Mstep: Class 13 contains 5378 members 
Mstep: Class 14 contains 131321 members 
Mstep: Class 15 contains 35739 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 59748 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32970 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28028 members 
Mstep: Class 27 contains 3281 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 5570 members 
Mstep: Class 33 contains 30755 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10981 members 
Mstep: Class 36 contains 31064 members 
Mstep: Class 37 contains 29120 members 
Mstep: Class 38 contains 16946 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10353 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 54554 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5799 members 
Mstep: Class 46 contains 41710 members 
Mstep: Class 47 contains 9847 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11709 members 
Mstep: Class 50 contains 20625 members 
Mstep: Class 51 contains 16432 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8782 members 
Mstep: Class 54 contains 6982 members 
Mstep: Class 55 contains 33401 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3717 members 
Mstep: Class 58 contains 47568 members 
Mstep: Class 59 contains 3657 members 
Mstep: Class 60 contains 12116 members 
Mstep: Class 61 contains 12633 members 
Mstep: Class 62 contains 3392 members 
Mstep: Class 63 contains 8564 members 
Mstep: Class 64 contains 5610 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7320 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4636 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5082 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4988 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17588 members 
Mstep: Class 76 contains 21648 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5682 members 
Mstep: Class 79 contains 45199 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1701 members 
Mstep: Class 85 contains 6088 members 
Mstep: Class 86 contains 6719 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9310 members 
Mstep: Class 91 contains 3354 members 
Mstep: Class 92 contains 5825 members 
Mstep: Class 93 contains 2015 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5045 members 
Mstep: Class 97 contains 1490 members 
Mstep: Class 98 contains 3158 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296432.000000 Penalty: 359308.937500
Iteration 244Q: 101 clusters Score -2.122964e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11855 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 63585 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76962 members 
Mstep: Class 9 contains 248613 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 171161 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 131316 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 59740 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32953 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28028 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 13390 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2792 members 
Mstep: Class 32 contains 5573 members 
Mstep: Class 33 contains 30753 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10980 members 
Mstep: Class 36 contains 31069 members 
Mstep: Class 37 contains 29120 members 
Mstep: Class 38 contains 16942 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10353 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 54550 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5799 members 
Mstep: Class 46 contains 41710 members 
Mstep: Class 47 contains 9849 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11710 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16432 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8782 members 
Mstep: Class 54 contains 6984 members 
Mstep: Class 55 contains 33399 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3719 members 
Mstep: Class 58 contains 47569 members 
Mstep: Class 59 contains 3661 members 
Mstep: Class 60 contains 12115 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3389 members 
Mstep: Class 63 contains 8569 members 
Mstep: Class 64 contains 5607 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7325 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4636 members 
Mstep: Class 69 contains 7498 members 
Mstep: Class 70 contains 5085 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4989 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17590 members 
Mstep: Class 76 contains 21651 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5691 members 
Mstep: Class 79 contains 45194 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1701 members 
Mstep: Class 85 contains 6085 members 
Mstep: Class 86 contains 6720 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9342 members 
Mstep: Class 91 contains 3338 members 
Mstep: Class 92 contains 5818 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5058 members 
Mstep: Class 97 contains 1490 members 
Mstep: Class 98 contains 3153 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296480.000000 Penalty: 359308.937500
Iteration 245Q: 101 clusters Score -2.122965e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11851 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63585 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 76969 members 
Mstep: Class 9 contains 248613 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 3487 members 
Mstep: Class 12 contains 171150 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10208 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 59735 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32939 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28027 members 
Mstep: Class 27 contains 3282 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15008 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 5579 members 
Mstep: Class 33 contains 30751 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10984 members 
Mstep: Class 36 contains 31063 members 
Mstep: Class 37 contains 29119 members 
Mstep: Class 38 contains 16940 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10352 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 54542 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41712 members 
Mstep: Class 47 contains 9846 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11711 members 
Mstep: Class 50 contains 20626 members 
Mstep: Class 51 contains 16430 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8783 members 
Mstep: Class 54 contains 6982 members 
Mstep: Class 55 contains 33396 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3720 members 
Mstep: Class 58 contains 47568 members 
Mstep: Class 59 contains 3662 members 
Mstep: Class 60 contains 12113 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3391 members 
Mstep: Class 63 contains 8569 members 
Mstep: Class 64 contains 5603 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7334 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4637 members 
Mstep: Class 69 contains 7501 members 
Mstep: Class 70 contains 5088 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4991 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17591 members 
Mstep: Class 76 contains 21659 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5700 members 
Mstep: Class 79 contains 45180 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13373 members 
Mstep: Class 84 contains 1701 members 
Mstep: Class 85 contains 6080 members 
Mstep: Class 86 contains 6719 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9387 members 
Mstep: Class 91 contains 3318 members 
Mstep: Class 92 contains 5805 members 
Mstep: Class 93 contains 2017 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5075 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3154 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296384.000000 Penalty: 359308.937500
Iteration 246Q: 101 clusters Score -2.122964e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63586 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 76976 members 
Mstep: Class 9 contains 248612 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 171150 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 131315 members 
Mstep: Class 15 contains 35738 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 7915 members 
Mstep: Class 19 contains 59724 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32926 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28028 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 13390 members 
Mstep: Class 29 contains 15009 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 5580 members 
Mstep: Class 33 contains 30753 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 31061 members 
Mstep: Class 37 contains 29119 members 
Mstep: Class 38 contains 16936 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10350 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6404 members 
Mstep: Class 43 contains 54541 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41712 members 
Mstep: Class 47 contains 9845 members 
Mstep: Class 48 contains 1277 members 
Mstep: Class 49 contains 11713 members 
Mstep: Class 50 contains 20625 members 
Mstep: Class 51 contains 16427 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8783 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33392 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47564 members 
Mstep: Class 59 contains 3665 members 
Mstep: Class 60 contains 12110 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3392 members 
Mstep: Class 63 contains 8570 members 
Mstep: Class 64 contains 5601 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7338 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4634 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5089 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4991 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17592 members 
Mstep: Class 76 contains 21667 members 
Mstep: Class 77 contains 1936 members 
Mstep: Class 78 contains 5707 members 
Mstep: Class 79 contains 45168 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13368 members 
Mstep: Class 84 contains 1701 members 
Mstep: Class 85 contains 6083 members 
Mstep: Class 86 contains 6719 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9425 members 
Mstep: Class 91 contains 3297 members 
Mstep: Class 92 contains 5800 members 
Mstep: Class 93 contains 2017 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5088 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3154 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296272.000000 Penalty: 359308.937500
Iteration 247Q: 101 clusters Score -2.122963e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 14030 members 
Mstep: Class 6 contains 63579 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 76987 members 
Mstep: Class 9 contains 248607 members 
Mstep: Class 10 contains 9626 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 171155 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 59718 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32911 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28026 members 
Mstep: Class 27 contains 3290 members 
Mstep: Class 28 contains 13393 members 
Mstep: Class 29 contains 15011 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 5577 members 
Mstep: Class 33 contains 30756 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 31052 members 
Mstep: Class 37 contains 29119 members 
Mstep: Class 38 contains 16932 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10351 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6405 members 
Mstep: Class 43 contains 54536 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41710 members 
Mstep: Class 47 contains 9847 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11716 members 
Mstep: Class 50 contains 20622 members 
Mstep: Class 51 contains 16423 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8783 members 
Mstep: Class 54 contains 6975 members 
Mstep: Class 55 contains 33393 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3723 members 
Mstep: Class 58 contains 47566 members 
Mstep: Class 59 contains 3668 members 
Mstep: Class 60 contains 12104 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3389 members 
Mstep: Class 63 contains 8569 members 
Mstep: Class 64 contains 5605 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7348 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4635 members 
Mstep: Class 69 contains 7505 members 
Mstep: Class 70 contains 5092 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4994 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17592 members 
Mstep: Class 76 contains 21675 members 
Mstep: Class 77 contains 1935 members 
Mstep: Class 78 contains 5710 members 
Mstep: Class 79 contains 45157 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13368 members 
Mstep: Class 84 contains 1701 members 
Mstep: Class 85 contains 6081 members 
Mstep: Class 86 contains 6719 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9453 members 
Mstep: Class 91 contains 3275 members 
Mstep: Class 92 contains 5789 members 
Mstep: Class 93 contains 2017 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5100 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3154 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296352.000000 Penalty: 359308.937500
Iteration 248Q: 101 clusters Score -2.122964e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11846 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 63572 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 76993 members 
Mstep: Class 9 contains 248606 members 
Mstep: Class 10 contains 9619 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171150 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 59713 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32900 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28022 members 
Mstep: Class 27 contains 3291 members 
Mstep: Class 28 contains 13392 members 
Mstep: Class 29 contains 15014 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 5576 members 
Mstep: Class 33 contains 30758 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10983 members 
Mstep: Class 36 contains 31048 members 
Mstep: Class 37 contains 29117 members 
Mstep: Class 38 contains 16929 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10350 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6405 members 
Mstep: Class 43 contains 54522 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41714 members 
Mstep: Class 47 contains 9846 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11718 members 
Mstep: Class 50 contains 20618 members 
Mstep: Class 51 contains 16422 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8783 members 
Mstep: Class 54 contains 6974 members 
Mstep: Class 55 contains 33397 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47569 members 
Mstep: Class 59 contains 3671 members 
Mstep: Class 60 contains 12105 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3390 members 
Mstep: Class 63 contains 8573 members 
Mstep: Class 64 contains 5604 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7354 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4635 members 
Mstep: Class 69 contains 7508 members 
Mstep: Class 70 contains 5098 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 4993 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17594 members 
Mstep: Class 76 contains 21683 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5720 members 
Mstep: Class 79 contains 45148 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2278 members 
Mstep: Class 83 contains 13369 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6082 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9473 members 
Mstep: Class 91 contains 3260 members 
Mstep: Class 92 contains 5780 members 
Mstep: Class 93 contains 2017 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5111 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3151 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296304.000000 Penalty: 359308.937500
Iteration 249Q: 101 clusters Score -2.122963e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 5 contains 14040 members 
Mstep: Class 6 contains 63571 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 76998 members 
Mstep: Class 9 contains 248605 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 171149 members 
Mstep: Class 13 contains 5383 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35740 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 59713 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32894 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28021 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 13389 members 
Mstep: Class 29 contains 15016 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 5572 members 
Mstep: Class 33 contains 30760 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 31040 members 
Mstep: Class 37 contains 29117 members 
Mstep: Class 38 contains 16926 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10348 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6408 members 
Mstep: Class 43 contains 54510 members 
Mstep: Class 44 contains 38340 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41718 members 
Mstep: Class 47 contains 9847 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11720 members 
Mstep: Class 50 contains 20614 members 
Mstep: Class 51 contains 16420 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8783 members 
Mstep: Class 54 contains 6978 members 
Mstep: Class 55 contains 33396 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47568 members 
Mstep: Class 59 contains 3677 members 
Mstep: Class 60 contains 12110 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3387 members 
Mstep: Class 63 contains 8569 members 
Mstep: Class 64 contains 5603 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7360 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4635 members 
Mstep: Class 69 contains 7509 members 
Mstep: Class 70 contains 5105 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 4995 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17594 members 
Mstep: Class 76 contains 21688 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5732 members 
Mstep: Class 79 contains 45143 members 
Mstep: Class 80 contains 1673 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2278 members 
Mstep: Class 83 contains 13369 members 
Mstep: Class 84 contains 1702 members 
Mstep: Class 85 contains 6080 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9483 members 
Mstep: Class 91 contains 3241 members 
Mstep: Class 92 contains 5767 members 
Mstep: Class 93 contains 2017 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5129 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3149 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296352.000000 Penalty: 359308.937500
Iteration 250Q: 101 clusters Score -2.122964e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11837 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 63571 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77006 members 
Mstep: Class 9 contains 248606 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 171153 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35743 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 59707 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32877 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28020 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 13386 members 
Mstep: Class 29 contains 15017 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 5568 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6503 members 
Mstep: Class 35 contains 10987 members 
Mstep: Class 36 contains 31037 members 
Mstep: Class 37 contains 29117 members 
Mstep: Class 38 contains 16921 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10348 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6411 members 
Mstep: Class 43 contains 54499 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41722 members 
Mstep: Class 47 contains 9847 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11720 members 
Mstep: Class 50 contains 20609 members 
Mstep: Class 51 contains 16420 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8785 members 
Mstep: Class 54 contains 6975 members 
Mstep: Class 55 contains 33396 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47571 members 
Mstep: Class 59 contains 3681 members 
Mstep: Class 60 contains 12108 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3388 members 
Mstep: Class 63 contains 8569 members 
Mstep: Class 64 contains 5602 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7360 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4635 members 
Mstep: Class 69 contains 7508 members 
Mstep: Class 70 contains 5108 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 4998 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17595 members 
Mstep: Class 76 contains 21693 members 
Mstep: Class 77 contains 1933 members 
Mstep: Class 78 contains 5741 members 
Mstep: Class 79 contains 45140 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2278 members 
Mstep: Class 83 contains 13370 members 
Mstep: Class 84 contains 1703 members 
Mstep: Class 85 contains 6079 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9505 members 
Mstep: Class 91 contains 3225 members 
Mstep: Class 92 contains 5751 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5148 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3146 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296560.000000 Penalty: 359308.937500
Iteration 251Q: 101 clusters Score -2.122966e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 30990 members 
Mstep: Class 4 contains 11838 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63569 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77008 members 
Mstep: Class 9 contains 248609 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 171149 members 
Mstep: Class 13 contains 5383 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35744 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 59709 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16536 members 
Mstep: Class 24 contains 32869 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28016 members 
Mstep: Class 27 contains 3298 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15018 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 5561 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10984 members 
Mstep: Class 36 contains 31032 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16918 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10347 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6413 members 
Mstep: Class 43 contains 54489 members 
Mstep: Class 44 contains 38339 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41723 members 
Mstep: Class 47 contains 9849 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11721 members 
Mstep: Class 50 contains 20610 members 
Mstep: Class 51 contains 16419 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8789 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33392 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47574 members 
Mstep: Class 59 contains 3686 members 
Mstep: Class 60 contains 12104 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3393 members 
Mstep: Class 63 contains 8564 members 
Mstep: Class 64 contains 5607 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7362 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4633 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5113 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 4998 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17597 members 
Mstep: Class 76 contains 21699 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5744 members 
Mstep: Class 79 contains 45140 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13371 members 
Mstep: Class 84 contains 1704 members 
Mstep: Class 85 contains 6083 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9529 members 
Mstep: Class 91 contains 3211 members 
Mstep: Class 92 contains 5732 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5164 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3145 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296464.000000 Penalty: 359308.937500
Iteration 252Q: 101 clusters Score -2.122965e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 30989 members 
Mstep: Class 4 contains 11836 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 63568 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77016 members 
Mstep: Class 9 contains 248612 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171151 members 
Mstep: Class 13 contains 5383 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35747 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 59704 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16537 members 
Mstep: Class 24 contains 32857 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28017 members 
Mstep: Class 27 contains 3298 members 
Mstep: Class 28 contains 13384 members 
Mstep: Class 29 contains 15018 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 5563 members 
Mstep: Class 33 contains 30762 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10981 members 
Mstep: Class 36 contains 31029 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16913 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10347 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6414 members 
Mstep: Class 43 contains 54479 members 
Mstep: Class 44 contains 38338 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41728 members 
Mstep: Class 47 contains 9849 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11721 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16417 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8792 members 
Mstep: Class 54 contains 6975 members 
Mstep: Class 55 contains 33391 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47573 members 
Mstep: Class 59 contains 3688 members 
Mstep: Class 60 contains 12095 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3396 members 
Mstep: Class 63 contains 8558 members 
Mstep: Class 64 contains 5609 members 
Mstep: Class 65 contains 2525 members 
Mstep: Class 66 contains 7364 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4633 members 
Mstep: Class 69 contains 7503 members 
Mstep: Class 70 contains 5117 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5001 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17597 members 
Mstep: Class 76 contains 21704 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5741 members 
Mstep: Class 79 contains 45135 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13376 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9547 members 
Mstep: Class 91 contains 3195 members 
Mstep: Class 92 contains 5719 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5177 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3145 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296624.000000 Penalty: 359308.937500
Iteration 253Q: 101 clusters Score -2.122966e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 30989 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 63564 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77019 members 
Mstep: Class 9 contains 248612 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171145 members 
Mstep: Class 13 contains 5386 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35748 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 7927 members 
Mstep: Class 19 contains 59699 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32844 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 28016 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 13384 members 
Mstep: Class 29 contains 15019 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5565 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10979 members 
Mstep: Class 36 contains 31023 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16908 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10347 members 
Mstep: Class 41 contains 6914 members 
Mstep: Class 42 contains 6415 members 
Mstep: Class 43 contains 54474 members 
Mstep: Class 44 contains 38335 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41730 members 
Mstep: Class 47 contains 9850 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11721 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16417 members 
Mstep: Class 52 contains 4365 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6972 members 
Mstep: Class 55 contains 33391 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47575 members 
Mstep: Class 59 contains 3690 members 
Mstep: Class 60 contains 12093 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3397 members 
Mstep: Class 63 contains 8560 members 
Mstep: Class 64 contains 5613 members 
Mstep: Class 65 contains 2526 members 
Mstep: Class 66 contains 7363 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4637 members 
Mstep: Class 69 contains 7503 members 
Mstep: Class 70 contains 5122 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5002 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17597 members 
Mstep: Class 76 contains 21710 members 
Mstep: Class 77 contains 1934 members 
Mstep: Class 78 contains 5746 members 
Mstep: Class 79 contains 45130 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13378 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6085 members 
Mstep: Class 86 contains 6718 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9573 members 
Mstep: Class 91 contains 3174 members 
Mstep: Class 92 contains 5711 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5184 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3146 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296752.000000 Penalty: 359308.937500
Iteration 254Q: 101 clusters Score -2.122968e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 30989 members 
Mstep: Class 4 contains 11831 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 63562 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77023 members 
Mstep: Class 9 contains 248608 members 
Mstep: Class 10 contains 9591 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171137 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 131314 members 
Mstep: Class 15 contains 35749 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 59697 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32834 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28015 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15020 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 5563 members 
Mstep: Class 33 contains 30763 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10977 members 
Mstep: Class 36 contains 31012 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16908 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6417 members 
Mstep: Class 43 contains 54469 members 
Mstep: Class 44 contains 38334 members 
Mstep: Class 45 contains 5786 members 
Mstep: Class 46 contains 41732 members 
Mstep: Class 47 contains 9850 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11721 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16417 members 
Mstep: Class 52 contains 4366 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6975 members 
Mstep: Class 55 contains 33391 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47577 members 
Mstep: Class 59 contains 3691 members 
Mstep: Class 60 contains 12093 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3397 members 
Mstep: Class 63 contains 8567 members 
Mstep: Class 64 contains 5615 members 
Mstep: Class 65 contains 2527 members 
Mstep: Class 66 contains 7368 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7508 members 
Mstep: Class 70 contains 5126 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5004 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17597 members 
Mstep: Class 76 contains 21715 members 
Mstep: Class 77 contains 1936 members 
Mstep: Class 78 contains 5752 members 
Mstep: Class 79 contains 45123 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13378 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6087 members 
Mstep: Class 86 contains 6719 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9597 members 
Mstep: Class 91 contains 3156 members 
Mstep: Class 92 contains 5698 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50691 members 
Mstep: Class 95 contains 6233 members 
Mstep: Class 96 contains 5197 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3145 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296640.000000 Penalty: 359308.937500
Iteration 255Q: 101 clusters Score -2.122966e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11827 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 63561 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77031 members 
Mstep: Class 9 contains 248611 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171133 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 131312 members 
Mstep: Class 15 contains 35749 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 59692 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32814 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28014 members 
Mstep: Class 27 contains 3298 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15020 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 5558 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10978 members 
Mstep: Class 36 contains 31011 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16908 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10345 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 54464 members 
Mstep: Class 44 contains 38335 members 
Mstep: Class 45 contains 5786 members 
Mstep: Class 46 contains 41735 members 
Mstep: Class 47 contains 9851 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11723 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16417 members 
Mstep: Class 52 contains 4366 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6975 members 
Mstep: Class 55 contains 33391 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47575 members 
Mstep: Class 59 contains 3690 members 
Mstep: Class 60 contains 12096 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3396 members 
Mstep: Class 63 contains 8572 members 
Mstep: Class 64 contains 5617 members 
Mstep: Class 65 contains 2529 members 
Mstep: Class 66 contains 7367 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4638 members 
Mstep: Class 69 contains 7511 members 
Mstep: Class 70 contains 5134 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5002 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21720 members 
Mstep: Class 77 contains 1938 members 
Mstep: Class 78 contains 5758 members 
Mstep: Class 79 contains 45119 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13379 members 
Mstep: Class 84 contains 1705 members 
Mstep: Class 85 contains 6086 members 
Mstep: Class 86 contains 6719 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9614 members 
Mstep: Class 91 contains 3143 members 
Mstep: Class 92 contains 5679 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50691 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5213 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3147 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296720.000000 Penalty: 359308.937500
Iteration 256Q: 101 clusters Score -2.122967e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 30990 members 
Mstep: Class 4 contains 11824 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 63561 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77036 members 
Mstep: Class 9 contains 248612 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171130 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35752 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 7940 members 
Mstep: Class 19 contains 59688 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32802 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28013 members 
Mstep: Class 27 contains 3298 members 
Mstep: Class 28 contains 13386 members 
Mstep: Class 29 contains 15020 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 5559 members 
Mstep: Class 33 contains 30764 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10978 members 
Mstep: Class 36 contains 31014 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16907 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10343 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 54457 members 
Mstep: Class 44 contains 38334 members 
Mstep: Class 45 contains 5786 members 
Mstep: Class 46 contains 41741 members 
Mstep: Class 47 contains 9852 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11723 members 
Mstep: Class 50 contains 20609 members 
Mstep: Class 51 contains 16415 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6974 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47576 members 
Mstep: Class 59 contains 3689 members 
Mstep: Class 60 contains 12091 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3396 members 
Mstep: Class 63 contains 8575 members 
Mstep: Class 64 contains 5614 members 
Mstep: Class 65 contains 2529 members 
Mstep: Class 66 contains 7367 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4638 members 
Mstep: Class 69 contains 7508 members 
Mstep: Class 70 contains 5151 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5004 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21723 members 
Mstep: Class 77 contains 1938 members 
Mstep: Class 78 contains 5760 members 
Mstep: Class 79 contains 45115 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13379 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6720 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9632 members 
Mstep: Class 91 contains 3136 members 
Mstep: Class 92 contains 5671 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5230 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3148 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296816.000000 Penalty: 359308.937500
Iteration 257Q: 101 clusters Score -2.122968e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 30990 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 14044 members 
Mstep: Class 6 contains 63562 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 77040 members 
Mstep: Class 9 contains 248615 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 12 contains 171125 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 131312 members 
Mstep: Class 15 contains 35753 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10217 members 
Mstep: Class 18 contains 7943 members 
Mstep: Class 19 contains 59682 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32795 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28011 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 13386 members 
Mstep: Class 29 contains 15020 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 5557 members 
Mstep: Class 33 contains 30761 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10979 members 
Mstep: Class 36 contains 31010 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16907 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10342 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 54453 members 
Mstep: Class 44 contains 38332 members 
Mstep: Class 45 contains 5786 members 
Mstep: Class 46 contains 41746 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11725 members 
Mstep: Class 50 contains 20609 members 
Mstep: Class 51 contains 16414 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6976 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47575 members 
Mstep: Class 59 contains 3686 members 
Mstep: Class 60 contains 12090 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3398 members 
Mstep: Class 63 contains 8576 members 
Mstep: Class 64 contains 5614 members 
Mstep: Class 65 contains 2529 members 
Mstep: Class 66 contains 7366 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4640 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5185 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5005 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21723 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5764 members 
Mstep: Class 79 contains 45113 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13378 members 
Mstep: Class 84 contains 1705 members 
Mstep: Class 85 contains 6081 members 
Mstep: Class 86 contains 6720 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9645 members 
Mstep: Class 91 contains 3127 members 
Mstep: Class 92 contains 5669 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5237 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3149 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296928.000000 Penalty: 359308.937500
Iteration 258Q: 101 clusters Score -2.122969e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 30990 members 
Mstep: Class 4 contains 11816 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 63560 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77046 members 
Mstep: Class 9 contains 248615 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171120 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35753 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 59678 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32788 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28009 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 13386 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 5559 members 
Mstep: Class 33 contains 30755 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 31007 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16907 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10342 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6422 members 
Mstep: Class 43 contains 54453 members 
Mstep: Class 44 contains 38331 members 
Mstep: Class 45 contains 5786 members 
Mstep: Class 46 contains 41749 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11728 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16413 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6976 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47575 members 
Mstep: Class 59 contains 3687 members 
Mstep: Class 60 contains 12090 members 
Mstep: Class 61 contains 12637 members 
Mstep: Class 62 contains 3401 members 
Mstep: Class 63 contains 8580 members 
Mstep: Class 64 contains 5613 members 
Mstep: Class 65 contains 2529 members 
Mstep: Class 66 contains 7366 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7501 members 
Mstep: Class 70 contains 5210 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5006 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21724 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5766 members 
Mstep: Class 79 contains 45112 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13379 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6081 members 
Mstep: Class 86 contains 6720 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9651 members 
Mstep: Class 91 contains 3120 members 
Mstep: Class 92 contains 5669 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5248 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3150 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296704.000000 Penalty: 359308.937500
Iteration 259Q: 101 clusters Score -2.122967e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 30991 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 63556 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77056 members 
Mstep: Class 9 contains 248617 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171110 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35753 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 7946 members 
Mstep: Class 19 contains 59675 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32774 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28007 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 5561 members 
Mstep: Class 33 contains 30751 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 31004 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16906 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10342 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 54451 members 
Mstep: Class 44 contains 38329 members 
Mstep: Class 45 contains 5787 members 
Mstep: Class 46 contains 41749 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11728 members 
Mstep: Class 50 contains 20610 members 
Mstep: Class 51 contains 16412 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47574 members 
Mstep: Class 59 contains 3684 members 
Mstep: Class 60 contains 12088 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3406 members 
Mstep: Class 63 contains 8583 members 
Mstep: Class 64 contains 5616 members 
Mstep: Class 65 contains 2529 members 
Mstep: Class 66 contains 7362 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7501 members 
Mstep: Class 70 contains 5242 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5009 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21726 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5770 members 
Mstep: Class 79 contains 45109 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13378 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6721 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9655 members 
Mstep: Class 91 contains 3114 members 
Mstep: Class 92 contains 5665 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50691 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5253 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3150 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296800.000000 Penalty: 359308.937500
Iteration 260F: 101 clusters Score -2.122968e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143665 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 63554 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77064 members 
Mstep: Class 9 contains 248617 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171102 members 
Mstep: Class 13 contains 5284 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35754 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7947 members 
Mstep: Class 19 contains 59672 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32756 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28004 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 5567 members 
Mstep: Class 33 contains 30751 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 30998 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16905 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10342 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6418 members 
Mstep: Class 43 contains 54447 members 
Mstep: Class 44 contains 38327 members 
Mstep: Class 45 contains 5788 members 
Mstep: Class 46 contains 41751 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11727 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16411 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6973 members 
Mstep: Class 55 contains 33385 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47574 members 
Mstep: Class 59 contains 3686 members 
Mstep: Class 60 contains 12084 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3409 members 
Mstep: Class 63 contains 8587 members 
Mstep: Class 64 contains 5620 members 
Mstep: Class 65 contains 2530 members 
Mstep: Class 66 contains 7362 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7495 members 
Mstep: Class 70 contains 5299 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5015 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21731 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5770 members 
Mstep: Class 79 contains 45106 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13375 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6085 members 
Mstep: Class 86 contains 6722 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9656 members 
Mstep: Class 91 contains 3109 members 
Mstep: Class 92 contains 5658 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5263 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3150 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296880.000000 Penalty: 359308.937500
Iteration 261Q: 101 clusters Score -2.122969e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143668 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 14040 members 
Mstep: Class 6 contains 63550 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77070 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171089 members 
Mstep: Class 13 contains 5276 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 59668 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 32745 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28002 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 5569 members 
Mstep: Class 33 contains 30751 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 30990 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 16903 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10341 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6418 members 
Mstep: Class 43 contains 54445 members 
Mstep: Class 44 contains 38326 members 
Mstep: Class 45 contains 5789 members 
Mstep: Class 46 contains 41750 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11725 members 
Mstep: Class 50 contains 20612 members 
Mstep: Class 51 contains 16410 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6974 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47571 members 
Mstep: Class 59 contains 3688 members 
Mstep: Class 60 contains 12083 members 
Mstep: Class 61 contains 12640 members 
Mstep: Class 62 contains 3411 members 
Mstep: Class 63 contains 8590 members 
Mstep: Class 64 contains 5616 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7360 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7495 members 
Mstep: Class 70 contains 5315 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5016 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21734 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5773 members 
Mstep: Class 79 contains 45105 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13376 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6086 members 
Mstep: Class 86 contains 6723 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9660 members 
Mstep: Class 91 contains 3104 members 
Mstep: Class 92 contains 5651 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5272 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3151 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297024.000000 Penalty: 359308.937500
Iteration 262Q: 101 clusters Score -2.12297e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 30999 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 63544 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77070 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171097 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35756 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 59667 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32725 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 28000 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 5568 members 
Mstep: Class 33 contains 30748 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10990 members 
Mstep: Class 36 contains 30986 members 
Mstep: Class 37 contains 29117 members 
Mstep: Class 38 contains 16902 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10340 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 54441 members 
Mstep: Class 44 contains 38326 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41750 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11725 members 
Mstep: Class 50 contains 20613 members 
Mstep: Class 51 contains 16410 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6973 members 
Mstep: Class 55 contains 33385 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47570 members 
Mstep: Class 59 contains 3688 members 
Mstep: Class 60 contains 12081 members 
Mstep: Class 61 contains 12640 members 
Mstep: Class 62 contains 3414 members 
Mstep: Class 63 contains 8593 members 
Mstep: Class 64 contains 5615 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7360 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4640 members 
Mstep: Class 69 contains 7498 members 
Mstep: Class 70 contains 5327 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5016 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21739 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5779 members 
Mstep: Class 79 contains 45103 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13377 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6083 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9665 members 
Mstep: Class 91 contains 3099 members 
Mstep: Class 92 contains 5649 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50693 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5278 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3151 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212296976.000000 Penalty: 359308.937500
Iteration 263Q: 101 clusters Score -2.12297e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143674 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63542 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77072 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171110 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 131306 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 7947 members 
Mstep: Class 19 contains 59663 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32716 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 27998 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 13385 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2811 members 
Mstep: Class 32 contains 5565 members 
Mstep: Class 33 contains 30746 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 30985 members 
Mstep: Class 37 contains 29116 members 
Mstep: Class 38 contains 16901 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10340 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 54438 members 
Mstep: Class 44 contains 38326 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41750 members 
Mstep: Class 47 contains 9850 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11728 members 
Mstep: Class 50 contains 20616 members 
Mstep: Class 51 contains 16410 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47572 members 
Mstep: Class 59 contains 3688 members 
Mstep: Class 60 contains 12081 members 
Mstep: Class 61 contains 12642 members 
Mstep: Class 62 contains 3413 members 
Mstep: Class 63 contains 8591 members 
Mstep: Class 64 contains 5612 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7361 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4640 members 
Mstep: Class 69 contains 7499 members 
Mstep: Class 70 contains 5332 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5013 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21740 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5780 members 
Mstep: Class 79 contains 45100 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13375 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9670 members 
Mstep: Class 91 contains 3100 members 
Mstep: Class 92 contains 5640 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5297 members 
Mstep: Class 97 contains 1491 members 
Mstep: Class 98 contains 3152 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297120.000000 Penalty: 359308.937500
Iteration 264Q: 101 clusters Score -2.122971e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 63538 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77077 members 
Mstep: Class 9 contains 248622 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171117 members 
Mstep: Class 13 contains 5261 members 
Mstep: Class 14 contains 131305 members 
Mstep: Class 15 contains 35759 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 59653 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32707 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 27999 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 13386 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 5566 members 
Mstep: Class 33 contains 30742 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 30991 members 
Mstep: Class 37 contains 29115 members 
Mstep: Class 38 contains 16899 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10340 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6418 members 
Mstep: Class 43 contains 54436 members 
Mstep: Class 44 contains 38325 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41751 members 
Mstep: Class 47 contains 9851 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11731 members 
Mstep: Class 50 contains 20618 members 
Mstep: Class 51 contains 16408 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47573 members 
Mstep: Class 59 contains 3689 members 
Mstep: Class 60 contains 12079 members 
Mstep: Class 61 contains 12643 members 
Mstep: Class 62 contains 3414 members 
Mstep: Class 63 contains 8592 members 
Mstep: Class 64 contains 5611 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7357 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4640 members 
Mstep: Class 69 contains 7499 members 
Mstep: Class 70 contains 5334 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5012 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21742 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5782 members 
Mstep: Class 79 contains 45098 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13376 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9676 members 
Mstep: Class 91 contains 3095 members 
Mstep: Class 92 contains 5634 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5312 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3153 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297216.000000 Penalty: 359308.937500
Iteration 265Q: 101 clusters Score -2.122972e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 63538 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77088 members 
Mstep: Class 9 contains 248625 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171123 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7953 members 
Mstep: Class 19 contains 59647 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32692 members 
Mstep: Class 25 contains 5482 members 
Mstep: Class 26 contains 27999 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 13387 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2812 members 
Mstep: Class 32 contains 5565 members 
Mstep: Class 33 contains 30738 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30990 members 
Mstep: Class 37 contains 29114 members 
Mstep: Class 38 contains 16895 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10339 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 54433 members 
Mstep: Class 44 contains 38321 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41752 members 
Mstep: Class 47 contains 9850 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11730 members 
Mstep: Class 50 contains 20621 members 
Mstep: Class 51 contains 16407 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6972 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47576 members 
Mstep: Class 59 contains 3689 members 
Mstep: Class 60 contains 12076 members 
Mstep: Class 61 contains 12642 members 
Mstep: Class 62 contains 3415 members 
Mstep: Class 63 contains 8594 members 
Mstep: Class 64 contains 5608 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7361 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4641 members 
Mstep: Class 69 contains 7502 members 
Mstep: Class 70 contains 5336 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5010 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21745 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5785 members 
Mstep: Class 79 contains 45093 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13379 members 
Mstep: Class 84 contains 1706 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9682 members 
Mstep: Class 91 contains 3087 members 
Mstep: Class 92 contains 5631 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5320 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3156 members 
Mstep: Class 99 contains 1591 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297232.000000 Penalty: 359308.937500
Iteration 266Q: 101 clusters Score -2.122972e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63533 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77089 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9559 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171140 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 59634 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32685 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 28000 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 13390 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 5559 members 
Mstep: Class 33 contains 30736 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 30989 members 
Mstep: Class 37 contains 29114 members 
Mstep: Class 38 contains 16893 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10337 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6420 members 
Mstep: Class 43 contains 54432 members 
Mstep: Class 44 contains 38319 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41752 members 
Mstep: Class 47 contains 9852 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11727 members 
Mstep: Class 50 contains 20620 members 
Mstep: Class 51 contains 16406 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47579 members 
Mstep: Class 59 contains 3690 members 
Mstep: Class 60 contains 12070 members 
Mstep: Class 61 contains 12641 members 
Mstep: Class 62 contains 3416 members 
Mstep: Class 63 contains 8596 members 
Mstep: Class 64 contains 5609 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7369 members 
Mstep: Class 67 contains 4829 members 
Mstep: Class 68 contains 4641 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5339 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5011 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21749 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5789 members 
Mstep: Class 79 contains 45091 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13377 members 
Mstep: Class 84 contains 1707 members 
Mstep: Class 85 contains 6085 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9685 members 
Mstep: Class 91 contains 3084 members 
Mstep: Class 92 contains 5617 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5336 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3159 members 
Mstep: Class 99 contains 1592 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297136.000000 Penalty: 359308.937500
Iteration 267Q: 101 clusters Score -2.122971e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143666 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63526 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77095 members 
Mstep: Class 9 contains 248625 members 
Mstep: Class 10 contains 9558 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171148 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7953 members 
Mstep: Class 19 contains 59633 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32675 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 28000 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 13394 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 5558 members 
Mstep: Class 33 contains 30732 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 30987 members 
Mstep: Class 37 contains 29114 members 
Mstep: Class 38 contains 16892 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10337 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 54429 members 
Mstep: Class 44 contains 38320 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41752 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11724 members 
Mstep: Class 50 contains 20620 members 
Mstep: Class 51 contains 16406 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6970 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47578 members 
Mstep: Class 59 contains 3690 members 
Mstep: Class 60 contains 12063 members 
Mstep: Class 61 contains 12642 members 
Mstep: Class 62 contains 3416 members 
Mstep: Class 63 contains 8597 members 
Mstep: Class 64 contains 5610 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7376 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4640 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5337 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5014 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21756 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5793 members 
Mstep: Class 79 contains 45088 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13375 members 
Mstep: Class 84 contains 1708 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3095 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9690 members 
Mstep: Class 91 contains 3083 members 
Mstep: Class 92 contains 5603 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50692 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5350 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3161 members 
Mstep: Class 99 contains 1593 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297264.000000 Penalty: 359308.937500
Iteration 268Q: 101 clusters Score -2.122973e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 30995 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 63518 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77105 members 
Mstep: Class 9 contains 248626 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171150 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 59628 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32667 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 28000 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 13397 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 5555 members 
Mstep: Class 33 contains 30731 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10984 members 
Mstep: Class 36 contains 30982 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16891 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 10336 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 54430 members 
Mstep: Class 44 contains 38319 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41752 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11722 members 
Mstep: Class 50 contains 20620 members 
Mstep: Class 51 contains 16405 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6970 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47577 members 
Mstep: Class 59 contains 3691 members 
Mstep: Class 60 contains 12053 members 
Mstep: Class 61 contains 12643 members 
Mstep: Class 62 contains 3417 members 
Mstep: Class 63 contains 8596 members 
Mstep: Class 64 contains 5613 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7384 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7503 members 
Mstep: Class 70 contains 5333 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5017 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21762 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5795 members 
Mstep: Class 79 contains 45083 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13377 members 
Mstep: Class 84 contains 1709 members 
Mstep: Class 85 contains 6083 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3094 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9703 members 
Mstep: Class 91 contains 3078 members 
Mstep: Class 92 contains 5595 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50693 members 
Mstep: Class 95 contains 6235 members 
Mstep: Class 96 contains 5357 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3162 members 
Mstep: Class 99 contains 1593 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297232.000000 Penalty: 359308.937500
Iteration 269Q: 101 clusters Score -2.122972e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143669 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 14031 members 
Mstep: Class 6 contains 63515 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77118 members 
Mstep: Class 9 contains 248628 members 
Mstep: Class 10 contains 9552 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171147 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 59627 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32652 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27999 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 13398 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2818 members 
Mstep: Class 32 contains 5556 members 
Mstep: Class 33 contains 30730 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 30977 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16889 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10336 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6422 members 
Mstep: Class 43 contains 54424 members 
Mstep: Class 44 contains 38316 members 
Mstep: Class 45 contains 5790 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11723 members 
Mstep: Class 50 contains 20618 members 
Mstep: Class 51 contains 16404 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8793 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47578 members 
Mstep: Class 59 contains 3693 members 
Mstep: Class 60 contains 12041 members 
Mstep: Class 61 contains 12642 members 
Mstep: Class 62 contains 3417 members 
Mstep: Class 63 contains 8593 members 
Mstep: Class 64 contains 5616 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7386 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4639 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5333 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21774 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5795 members 
Mstep: Class 79 contains 45078 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13380 members 
Mstep: Class 84 contains 1710 members 
Mstep: Class 85 contains 6080 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3093 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9716 members 
Mstep: Class 91 contains 3078 members 
Mstep: Class 92 contains 5588 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50694 members 
Mstep: Class 95 contains 6235 members 
Mstep: Class 96 contains 5363 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3166 members 
Mstep: Class 99 contains 1593 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297312.000000 Penalty: 359308.937500
Iteration 270Q: 101 clusters Score -2.122973e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 63510 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77128 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171150 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 59629 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12586 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32644 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27999 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13399 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 5556 members 
Mstep: Class 33 contains 30730 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 30968 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16886 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6420 members 
Mstep: Class 43 contains 54416 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11722 members 
Mstep: Class 50 contains 20620 members 
Mstep: Class 51 contains 16404 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8794 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47581 members 
Mstep: Class 59 contains 3691 members 
Mstep: Class 60 contains 12034 members 
Mstep: Class 61 contains 12642 members 
Mstep: Class 62 contains 3416 members 
Mstep: Class 63 contains 8591 members 
Mstep: Class 64 contains 5620 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7393 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4642 members 
Mstep: Class 69 contains 7505 members 
Mstep: Class 70 contains 5332 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7216 members 
Mstep: Class 73 contains 5022 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21789 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5799 members 
Mstep: Class 79 contains 45076 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1711 members 
Mstep: Class 85 contains 6080 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9718 members 
Mstep: Class 91 contains 3075 members 
Mstep: Class 92 contains 5585 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50693 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5363 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3166 members 
Mstep: Class 99 contains 1593 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297376.000000 Penalty: 359308.937500
Iteration 271Q: 101 clusters Score -2.122974e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 63507 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77134 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171147 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131317 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10215 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 59628 members 
Mstep: Class 20 contains 7861 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12587 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32634 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27995 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13399 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2818 members 
Mstep: Class 32 contains 5556 members 
Mstep: Class 33 contains 30729 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 30965 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16884 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 54412 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5790 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11723 members 
Mstep: Class 50 contains 20621 members 
Mstep: Class 51 contains 16403 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8794 members 
Mstep: Class 54 contains 6967 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47588 members 
Mstep: Class 59 contains 3691 members 
Mstep: Class 60 contains 12028 members 
Mstep: Class 61 contains 12643 members 
Mstep: Class 62 contains 3417 members 
Mstep: Class 63 contains 8596 members 
Mstep: Class 64 contains 5625 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7401 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4644 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 5331 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7216 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21798 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5803 members 
Mstep: Class 79 contains 45070 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13382 members 
Mstep: Class 84 contains 1712 members 
Mstep: Class 85 contains 6077 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9719 members 
Mstep: Class 91 contains 3075 members 
Mstep: Class 92 contains 5579 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50693 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5368 members 
Mstep: Class 97 contains 1492 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1594 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297200.000000 Penalty: 359308.937500
Iteration 272Q: 101 clusters Score -2.122972e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 63502 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77140 members 
Mstep: Class 9 contains 248624 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171139 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 131317 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 59626 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32626 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27995 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13400 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 5555 members 
Mstep: Class 33 contains 30728 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 30965 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16879 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6423 members 
Mstep: Class 43 contains 54408 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5790 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11726 members 
Mstep: Class 50 contains 20621 members 
Mstep: Class 51 contains 16403 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8794 members 
Mstep: Class 54 contains 6966 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47594 members 
Mstep: Class 59 contains 3692 members 
Mstep: Class 60 contains 12023 members 
Mstep: Class 61 contains 12643 members 
Mstep: Class 62 contains 3419 members 
Mstep: Class 63 contains 8599 members 
Mstep: Class 64 contains 5627 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7408 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4643 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5022 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21804 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5805 members 
Mstep: Class 79 contains 45069 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6075 members 
Mstep: Class 86 contains 6726 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9726 members 
Mstep: Class 91 contains 3074 members 
Mstep: Class 92 contains 5571 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50691 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5377 members 
Mstep: Class 97 contains 1493 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1594 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297184.000000 Penalty: 359308.937500
Iteration 273Q: 101 clusters Score -2.122972e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143674 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 63497 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77145 members 
Mstep: Class 9 contains 248623 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171137 members 
Mstep: Class 13 contains 5269 members 
Mstep: Class 14 contains 131317 members 
Mstep: Class 15 contains 35764 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 59625 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32621 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27995 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 13402 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 5556 members 
Mstep: Class 33 contains 30727 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 30957 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16873 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 54405 members 
Mstep: Class 44 contains 38311 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11726 members 
Mstep: Class 50 contains 20618 members 
Mstep: Class 51 contains 16403 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8794 members 
Mstep: Class 54 contains 6963 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47597 members 
Mstep: Class 59 contains 3694 members 
Mstep: Class 60 contains 12016 members 
Mstep: Class 61 contains 12643 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8603 members 
Mstep: Class 64 contains 5632 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7414 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4642 members 
Mstep: Class 69 contains 7505 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21810 members 
Mstep: Class 77 contains 1943 members 
Mstep: Class 78 contains 5804 members 
Mstep: Class 79 contains 45068 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6073 members 
Mstep: Class 86 contains 6728 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9735 members 
Mstep: Class 91 contains 3068 members 
Mstep: Class 92 contains 5564 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5381 members 
Mstep: Class 97 contains 1495 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1594 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297248.000000 Penalty: 359308.937500
Iteration 274Q: 101 clusters Score -2.122972e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143676 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 63496 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77150 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171143 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 131317 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 7971 members 
Mstep: Class 19 contains 59624 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32617 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27995 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 5554 members 
Mstep: Class 33 contains 30729 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10985 members 
Mstep: Class 36 contains 30947 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16870 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6426 members 
Mstep: Class 43 contains 54401 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11728 members 
Mstep: Class 50 contains 20616 members 
Mstep: Class 51 contains 16403 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8794 members 
Mstep: Class 54 contains 6962 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47597 members 
Mstep: Class 59 contains 3694 members 
Mstep: Class 60 contains 12006 members 
Mstep: Class 61 contains 12642 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8602 members 
Mstep: Class 64 contains 5634 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7423 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4643 members 
Mstep: Class 69 contains 7508 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21817 members 
Mstep: Class 77 contains 1943 members 
Mstep: Class 78 contains 5805 members 
Mstep: Class 79 contains 45064 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6073 members 
Mstep: Class 86 contains 6731 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9742 members 
Mstep: Class 91 contains 3067 members 
Mstep: Class 92 contains 5558 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5386 members 
Mstep: Class 97 contains 1497 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1594 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297376.000000 Penalty: 359308.937500
Iteration 275Q: 101 clusters Score -2.122974e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 63489 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77159 members 
Mstep: Class 9 contains 248618 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171146 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131316 members 
Mstep: Class 15 contains 35764 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 59621 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32615 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27995 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 13406 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5554 members 
Mstep: Class 33 contains 30727 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10983 members 
Mstep: Class 36 contains 30936 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16868 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6426 members 
Mstep: Class 43 contains 54397 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11728 members 
Mstep: Class 50 contains 20614 members 
Mstep: Class 51 contains 16404 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8795 members 
Mstep: Class 54 contains 6965 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47602 members 
Mstep: Class 59 contains 3690 members 
Mstep: Class 60 contains 11993 members 
Mstep: Class 61 contains 12639 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5637 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4643 members 
Mstep: Class 69 contains 7507 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5018 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21826 members 
Mstep: Class 77 contains 1943 members 
Mstep: Class 78 contains 5806 members 
Mstep: Class 79 contains 45061 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13384 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9746 members 
Mstep: Class 91 contains 3063 members 
Mstep: Class 92 contains 5552 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6234 members 
Mstep: Class 96 contains 5394 members 
Mstep: Class 97 contains 1499 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297568.000000 Penalty: 359308.937500
Iteration 276Q: 101 clusters Score -2.122976e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143682 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11804 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 63485 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77166 members 
Mstep: Class 9 contains 248617 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171147 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131315 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 59619 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32612 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27995 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13407 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5553 members 
Mstep: Class 33 contains 30722 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 30927 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16867 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6426 members 
Mstep: Class 43 contains 54392 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41755 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11727 members 
Mstep: Class 50 contains 20611 members 
Mstep: Class 51 contains 16404 members 
Mstep: Class 52 contains 4367 members 
Mstep: Class 53 contains 8796 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33385 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47602 members 
Mstep: Class 59 contains 3689 members 
Mstep: Class 60 contains 11986 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5636 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7440 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4643 members 
Mstep: Class 69 contains 7504 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7217 members 
Mstep: Class 73 contains 5017 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21835 members 
Mstep: Class 77 contains 1944 members 
Mstep: Class 78 contains 5806 members 
Mstep: Class 79 contains 45059 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13382 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6733 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9763 members 
Mstep: Class 91 contains 3060 members 
Mstep: Class 92 contains 5551 members 
Mstep: Class 93 contains 2018 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6235 members 
Mstep: Class 96 contains 5396 members 
Mstep: Class 97 contains 1502 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297376.000000 Penalty: 359308.937500
Iteration 277Q: 101 clusters Score -2.122974e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143682 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11803 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 63482 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77175 members 
Mstep: Class 9 contains 248618 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 171151 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131313 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32610 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27994 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13407 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5546 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 30928 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16866 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6426 members 
Mstep: Class 43 contains 54387 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41755 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11728 members 
Mstep: Class 50 contains 20609 members 
Mstep: Class 51 contains 16402 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8797 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47604 members 
Mstep: Class 59 contains 3690 members 
Mstep: Class 60 contains 11975 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5638 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7444 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4644 members 
Mstep: Class 69 contains 7503 members 
Mstep: Class 70 contains 5329 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5017 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21842 members 
Mstep: Class 77 contains 1944 members 
Mstep: Class 78 contains 5807 members 
Mstep: Class 79 contains 45055 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13380 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6733 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9773 members 
Mstep: Class 91 contains 3054 members 
Mstep: Class 92 contains 5548 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5394 members 
Mstep: Class 97 contains 1504 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297472.000000 Penalty: 359308.937500
Iteration 278Q: 101 clusters Score -2.122975e+08 nChanged 139
Entering ConstructFrom: 
Score: -212297472.000000 Penalty: 359308.937500
Entering ConstructFrom: 
Trying to split cluster 1 (143686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Entering Unmasked Estep 
Score: -16552468.000000 Penalty: 2945.095459
	Iteration 0F: 2 clusters Score -1.655247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -16455739.000000 Penalty: 5890.190918
	Iteration 0F: 3 clusters Score -1.645574e+07 nChanged 68814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -16495287.000000 Penalty: 5890.190918
	Iteration 1F: 3 clusters Score -1.649529e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -16496236.000000 Penalty: 5890.190918
	Iteration 2Q: 3 clusters Score -1.649624e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -16497625.000000 Penalty: 5890.190918
	Iteration 3Q: 3 clusters Score -1.649762e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -16499490.000000 Penalty: 5890.190918
	Iteration 4Q: 3 clusters Score -1.649949e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -16502900.000000 Penalty: 5890.190918
	Iteration 5Q: 3 clusters Score -1.65029e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -16508281.000000 Penalty: 5890.190918
	Iteration 6F: 3 clusters Score -1.650828e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -16516846.000000 Penalty: 5890.190918
	Iteration 7F: 3 clusters Score -1.651685e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 115921 members 
Entering Unmasked Estep 
Score: -16526679.000000 Penalty: 5890.190918
	Iteration 8F: 3 clusters Score -1.652668e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -16535911.000000 Penalty: 5890.190918
	Iteration 9F: 3 clusters Score -1.653591e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -16542897.000000 Penalty: 5890.190918
	Iteration 10Q: 3 clusters Score -1.65429e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -16546647.000000 Penalty: 5890.190918
	Iteration 11Q: 3 clusters Score -1.654665e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -16548297.000000 Penalty: 5890.190918
	Iteration 12Q: 3 clusters Score -1.65483e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -16549027.000000 Penalty: 5890.190918
	Iteration 13Q: 3 clusters Score -1.654903e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 139835 members 
Entering Unmasked Estep 
Score: -16549367.000000 Penalty: 5890.190918
	Iteration 14Q: 3 clusters Score -1.654937e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 140295 members 
Entering Unmasked Estep 
Score: -16549607.000000 Penalty: 5890.190918
	Iteration 15Q: 3 clusters Score -1.654961e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 140644 members 
Entering Unmasked Estep 
Score: -16549743.000000 Penalty: 5890.190918
	Iteration 16Q: 3 clusters Score -1.654974e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
Score: -16549855.000000 Penalty: 5890.190918
	Iteration 17Q: 3 clusters Score -1.654986e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -16549961.000000 Penalty: 5890.190918
	Iteration 18Q: 3 clusters Score -1.654996e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -16550003.000000 Penalty: 5890.190918
	Iteration 19Q: 3 clusters Score -1.655e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 141361 members 
Entering Unmasked Estep 
Score: -16550087.000000 Penalty: 5890.190918
	Iteration 20F: 3 clusters Score -1.655009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 141465 members 
Entering Unmasked Estep 
Score: -16550155.000000 Penalty: 5890.190918
	Iteration 21Q: 3 clusters Score -1.655016e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -16550197.000000 Penalty: 5890.190918
	Iteration 22Q: 3 clusters Score -1.65502e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 141585 members 
Entering Unmasked Estep 
Score: -16550224.000000 Penalty: 5890.190918
	Iteration 23Q: 3 clusters Score -1.655022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 141634 members 
Entering Unmasked Estep 
Score: -16550250.000000 Penalty: 5890.190918
	Iteration 24Q: 3 clusters Score -1.655025e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 141671 members 
Entering Unmasked Estep 
Score: -16550253.000000 Penalty: 5890.190918
	Iteration 25Q: 3 clusters Score -1.655025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -16550274.000000 Penalty: 5890.190918
	Iteration 26Q: 3 clusters Score -1.655027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -16550277.000000 Penalty: 5890.190918
	Iteration 27Q: 3 clusters Score -1.655028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 141736 members 
Entering Unmasked Estep 
Score: -16550272.000000 Penalty: 5890.190918
	Iteration 28Q: 3 clusters Score -1.655027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -16550280.000000 Penalty: 5890.190918
	Iteration 29Q: 3 clusters Score -1.655028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -16550292.000000 Penalty: 5890.190918
	Iteration 30Q: 3 clusters Score -1.655029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -16550284.000000 Penalty: 5890.190918
	Iteration 31Q: 3 clusters Score -1.655028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 141795 members 
Entering Unmasked Estep 
Score: -16550277.000000 Penalty: 5890.190918
	Iteration 32Q: 3 clusters Score -1.655028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
Score: -16550292.000000 Penalty: 5890.190918
	Iteration 33Q: 3 clusters Score -1.655029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 141806 members 
Entering Unmasked Estep 
Score: -16550299.000000 Penalty: 5890.190918
	Iteration 34Q: 3 clusters Score -1.65503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -16550311.000000 Penalty: 5890.190918
	Iteration 35Q: 3 clusters Score -1.655031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 141812 members 
Entering Unmasked Estep 
Score: -16550300.000000 Penalty: 5890.190918
	Iteration 36Q: 3 clusters Score -1.65503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -16550300.000000 Penalty: 5890.190918
	Iteration 37Q: 3 clusters Score -1.65503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 141814 members 
Entering Unmasked Estep 
Score: -16550300.000000 Penalty: 5890.190918
	Iteration 38Q: 3 clusters Score -1.65503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 141814 members 
Entering Unmasked Estep 
Score: -16550300.000000 Penalty: 5890.190918
	Iteration 39F: 3 clusters Score -1.65503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -1073450.625000 Penalty: 2275.996094
	Iteration 0F: 2 clusters Score -1073451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1066087.250000 Penalty: 4551.992188
	Iteration 0F: 3 clusters Score -1066087 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1068239.250000 Penalty: 4551.992188
	Iteration 1F: 3 clusters Score -1068239 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1068626.875000 Penalty: 4551.992188
	Iteration 2F: 3 clusters Score -1068627 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1068894.000000 Penalty: 4551.992188
	Iteration 3F: 3 clusters Score -1068894 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1069098.250000 Penalty: 4551.992188
	Iteration 4Q: 3 clusters Score -1069098 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1069282.875000 Penalty: 4551.992188
	Iteration 5Q: 3 clusters Score -1069283 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1069469.875000 Penalty: 4551.992188
	Iteration 6Q: 3 clusters Score -1069470 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1069669.375000 Penalty: 4551.992188
	Iteration 7Q: 3 clusters Score -1069669 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1069918.250000 Penalty: 4551.992188
	Iteration 8Q: 3 clusters Score -1069918 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1070197.500000 Penalty: 4551.992188
	Iteration 9Q: 3 clusters Score -1070198 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1070505.125000 Penalty: 4551.992188
	Iteration 10Q: 3 clusters Score -1070505 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1070824.500000 Penalty: 4551.992188
	Iteration 11Q: 3 clusters Score -1070824 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1071086.000000 Penalty: 4551.992188
	Iteration 12Q: 3 clusters Score -1071086 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1071260.750000 Penalty: 4551.992188
	Iteration 13Q: 3 clusters Score -1071261 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1071379.250000 Penalty: 4551.992188
	Iteration 14Q: 3 clusters Score -1071379 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1071452.625000 Penalty: 4551.992188
	Iteration 15Q: 3 clusters Score -1071453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1071490.625000 Penalty: 4551.992188
	Iteration 16Q: 3 clusters Score -1071491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1071512.000000 Penalty: 4551.992188
	Iteration 17Q: 3 clusters Score -1071512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1071529.500000 Penalty: 4551.992188
	Iteration 18Q: 3 clusters Score -1071530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1071538.375000 Penalty: 4551.992188
	Iteration 19Q: 3 clusters Score -1071538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1071545.250000 Penalty: 4551.992188
	Iteration 20F: 3 clusters Score -1071545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1071550.125000 Penalty: 4551.992188
	Iteration 21Q: 3 clusters Score -1071550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1071553.750000 Penalty: 4551.992188
	Iteration 22Q: 3 clusters Score -1071554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1071557.750000 Penalty: 4551.992188
	Iteration 23Q: 3 clusters Score -1071558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1071557.750000 Penalty: 4551.992188
	Iteration 24Q: 3 clusters Score -1071558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1071559.500000 Penalty: 4551.992188
	Iteration 25Q: 3 clusters Score -1071560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1071565.250000 Penalty: 4551.992188
	Iteration 26Q: 3 clusters Score -1071565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1071563.375000 Penalty: 4551.992188
	Iteration 27Q: 3 clusters Score -1071563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1071567.500000 Penalty: 4551.992188
	Iteration 28Q: 3 clusters Score -1071568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1071571.000000 Penalty: 4551.992188
	Iteration 29Q: 3 clusters Score -1071571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1071572.000000 Penalty: 4551.992188
	Iteration 30Q: 3 clusters Score -1071572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1071572.000000 Penalty: 4551.992188
	Iteration 31Q: 3 clusters Score -1071572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1071578.375000 Penalty: 4551.992188
	Iteration 32Q: 3 clusters Score -1071578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1071574.625000 Penalty: 4551.992188
	Iteration 33Q: 3 clusters Score -1071575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1071575.250000 Penalty: 4551.992188
	Iteration 34Q: 3 clusters Score -1071575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1071578.125000 Penalty: 4551.992188
	Iteration 35Q: 3 clusters Score -1071578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1071576.375000 Penalty: 4551.992188
	Iteration 36Q: 3 clusters Score -1071576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1071578.500000 Penalty: 4551.992188
	Iteration 37Q: 3 clusters Score -1071578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1071578.500000 Penalty: 4551.992188
	Iteration 38Q: 3 clusters Score -1071578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1071580.375000 Penalty: 4551.992188
	Iteration 39Q: 3 clusters Score -1071580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1071580.000000 Penalty: 4551.992188
	Iteration 40F: 3 clusters Score -1071580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1071582.125000 Penalty: 4551.992188
	Iteration 41Q: 3 clusters Score -1071582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1071583.750000 Penalty: 4551.992188
	Iteration 42Q: 3 clusters Score -1071584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1071584.750000 Penalty: 4551.992188
	Iteration 43Q: 3 clusters Score -1071585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1071584.250000 Penalty: 4551.992188
	Iteration 44Q: 3 clusters Score -1071584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1071584.250000 Penalty: 4551.992188
	Iteration 45F: 3 clusters Score -1071584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Entering Unmasked Estep 
Score: -3570541.250000 Penalty: 2564.736084
	Iteration 0F: 2 clusters Score -3570541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3549427.000000 Penalty: 5129.472168
	Iteration 0F: 3 clusters Score -3549427 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3557043.250000 Penalty: 5129.472168
	Iteration 1F: 3 clusters Score -3557043 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3557602.750000 Penalty: 5129.472168
	Iteration 2Q: 3 clusters Score -3557603 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3558216.000000 Penalty: 5129.472168
	Iteration 3Q: 3 clusters Score -3558216 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3558923.000000 Penalty: 5129.472168
	Iteration 4Q: 3 clusters Score -3558923 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3559807.500000 Penalty: 5129.472168
	Iteration 5Q: 3 clusters Score -3559808 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3561075.500000 Penalty: 5129.472168
	Iteration 6F: 3 clusters Score -3561076 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3562652.500000 Penalty: 5129.472168
	Iteration 7F: 3 clusters Score -3562652 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3564099.500000 Penalty: 5129.472168
	Iteration 8F: 3 clusters Score -3564100 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3565207.250000 Penalty: 5129.472168
	Iteration 9Q: 3 clusters Score -3565207 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3565903.500000 Penalty: 5129.472168
	Iteration 10Q: 3 clusters Score -3565904 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3566474.500000 Penalty: 5129.472168
	Iteration 11Q: 3 clusters Score -3566474 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3566899.250000 Penalty: 5129.472168
	Iteration 12Q: 3 clusters Score -3566899 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3567225.000000 Penalty: 5129.472168
	Iteration 13Q: 3 clusters Score -3567225 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3567430.750000 Penalty: 5129.472168
	Iteration 14Q: 3 clusters Score -3567431 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3567603.000000 Penalty: 5129.472168
	Iteration 15Q: 3 clusters Score -3567603 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3567753.500000 Penalty: 5129.472168
	Iteration 16Q: 3 clusters Score -3567754 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3567873.750000 Penalty: 5129.472168
	Iteration 17Q: 3 clusters Score -3567874 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3567953.250000 Penalty: 5129.472168
	Iteration 18Q: 3 clusters Score -3567953 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3568041.750000 Penalty: 5129.472168
	Iteration 19Q: 3 clusters Score -3568042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3568107.250000 Penalty: 5129.472168
	Iteration 20F: 3 clusters Score -3568107 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3568159.250000 Penalty: 5129.472168
	Iteration 21Q: 3 clusters Score -3568159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3568208.250000 Penalty: 5129.472168
	Iteration 22Q: 3 clusters Score -3568208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3568254.500000 Penalty: 5129.472168
	Iteration 23Q: 3 clusters Score -3568254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3568302.000000 Penalty: 5129.472168
	Iteration 24Q: 3 clusters Score -3568302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3568333.750000 Penalty: 5129.472168
	Iteration 25Q: 3 clusters Score -3568334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3568385.000000 Penalty: 5129.472168
	Iteration 26Q: 3 clusters Score -3568385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3568422.250000 Penalty: 5129.472168
	Iteration 27Q: 3 clusters Score -3568422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3568454.750000 Penalty: 5129.472168
	Iteration 28Q: 3 clusters Score -3568455 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3568478.000000 Penalty: 5129.472168
	Iteration 29Q: 3 clusters Score -3568478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3568515.750000 Penalty: 5129.472168
	Iteration 30Q: 3 clusters Score -3568516 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3568532.000000 Penalty: 5129.472168
	Iteration 31Q: 3 clusters Score -3568532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3568545.000000 Penalty: 5129.472168
	Iteration 32Q: 3 clusters Score -3568545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3568545.500000 Penalty: 5129.472168
	Iteration 33Q: 3 clusters Score -3568546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3568558.250000 Penalty: 5129.472168
	Iteration 34Q: 3 clusters Score -3568558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3568576.500000 Penalty: 5129.472168
	Iteration 35Q: 3 clusters Score -3568576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3568594.500000 Penalty: 5129.472168
	Iteration 36Q: 3 clusters Score -3568594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3568603.500000 Penalty: 5129.472168
	Iteration 37Q: 3 clusters Score -3568604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3568604.500000 Penalty: 5129.472168
	Iteration 38Q: 3 clusters Score -3568604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3568606.250000 Penalty: 5129.472168
	Iteration 39Q: 3 clusters Score -3568606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3568611.250000 Penalty: 5129.472168
	Iteration 40F: 3 clusters Score -3568611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3568610.000000 Penalty: 5129.472168
	Iteration 41Q: 3 clusters Score -3568610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3568618.750000 Penalty: 5129.472168
	Iteration 42Q: 3 clusters Score -3568619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3568627.500000 Penalty: 5129.472168
	Iteration 43Q: 3 clusters Score -3568628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3568632.750000 Penalty: 5129.472168
	Iteration 44Q: 3 clusters Score -3568633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3568637.750000 Penalty: 5129.472168
	Iteration 45Q: 3 clusters Score -3568638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3568641.750000 Penalty: 5129.472168
	Iteration 46Q: 3 clusters Score -3568642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3568648.250000 Penalty: 5129.472168
	Iteration 47Q: 3 clusters Score -3568648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3568653.750000 Penalty: 5129.472168
	Iteration 48Q: 3 clusters Score -3568654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3568657.750000 Penalty: 5129.472168
	Iteration 49Q: 3 clusters Score -3568658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3568664.000000 Penalty: 5129.472168
	Iteration 50Q: 3 clusters Score -3568664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3568667.500000 Penalty: 5129.472168
	Iteration 51Q: 3 clusters Score -3568668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3568663.750000 Penalty: 5129.472168
	Iteration 52Q: 3 clusters Score -3568664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3568670.750000 Penalty: 5129.472168
	Iteration 53Q: 3 clusters Score -3568671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3568675.500000 Penalty: 5129.472168
	Iteration 54Q: 3 clusters Score -3568676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3568678.000000 Penalty: 5129.472168
	Iteration 55Q: 3 clusters Score -3568678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3568681.500000 Penalty: 5129.472168
	Iteration 56Q: 3 clusters Score -3568682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3568684.250000 Penalty: 5129.472168
	Iteration 57Q: 3 clusters Score -3568684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3568688.750000 Penalty: 5129.472168
	Iteration 58Q: 3 clusters Score -3568689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3568691.000000 Penalty: 5129.472168
	Iteration 59Q: 3 clusters Score -3568691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3568699.250000 Penalty: 5129.472168
	Iteration 60F: 3 clusters Score -3568699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3568697.250000 Penalty: 5129.472168
	Iteration 61Q: 3 clusters Score -3568697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3568707.000000 Penalty: 5129.472168
	Iteration 62Q: 3 clusters Score -3568707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3568705.500000 Penalty: 5129.472168
	Iteration 63Q: 3 clusters Score -3568706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3568710.750000 Penalty: 5129.472168
	Iteration 64Q: 3 clusters Score -3568711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3568717.750000 Penalty: 5129.472168
	Iteration 65Q: 3 clusters Score -3568718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3568717.750000 Penalty: 5129.472168
	Iteration 66Q: 3 clusters Score -3568718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3568720.250000 Penalty: 5129.472168
	Iteration 67Q: 3 clusters Score -3568720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3568725.750000 Penalty: 5129.472168
	Iteration 68Q: 3 clusters Score -3568726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3568725.500000 Penalty: 5129.472168
	Iteration 69Q: 3 clusters Score -3568726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3568727.500000 Penalty: 5129.472168
	Iteration 70Q: 3 clusters Score -3568728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3568727.000000 Penalty: 5129.472168
	Iteration 71Q: 3 clusters Score -3568727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3568729.500000 Penalty: 5129.472168
	Iteration 72Q: 3 clusters Score -3568730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3568730.000000 Penalty: 5129.472168
	Iteration 73Q: 3 clusters Score -3568730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3568726.250000 Penalty: 5129.472168
	Iteration 74Q: 3 clusters Score -3568726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3568723.500000 Penalty: 5129.472168
	Iteration 75Q: 3 clusters Score -3568724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3568726.250000 Penalty: 5129.472168
	Iteration 76Q: 3 clusters Score -3568726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3568726.750000 Penalty: 5129.472168
	Iteration 77Q: 3 clusters Score -3568727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3568728.500000 Penalty: 5129.472168
	Iteration 78Q: 3 clusters Score -3568728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3568724.250000 Penalty: 5129.472168
	Iteration 79Q: 3 clusters Score -3568724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3568731.250000 Penalty: 5129.472168
	Iteration 80F: 3 clusters Score -3568731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3568730.750000 Penalty: 5129.472168
	Iteration 81Q: 3 clusters Score -3568731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3568727.250000 Penalty: 5129.472168
	Iteration 82Q: 3 clusters Score -3568727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3568725.250000 Penalty: 5129.472168
	Iteration 83Q: 3 clusters Score -3568725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3568729.250000 Penalty: 5129.472168
	Iteration 84Q: 3 clusters Score -3568729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3568730.000000 Penalty: 5129.472168
	Iteration 85Q: 3 clusters Score -3568730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3568730.000000 Penalty: 5129.472168
	Iteration 86F: 3 clusters Score -3568730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Entering Unmasked Estep 
Score: -1269048.500000 Penalty: 2325.232910
	Iteration 0F: 2 clusters Score -1269048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1260427.750000 Penalty: 4650.465820
	Iteration 0F: 3 clusters Score -1260428 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1263331.500000 Penalty: 4650.465820
	Iteration 1F: 3 clusters Score -1263332 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1264013.875000 Penalty: 4650.465820
	Iteration 2F: 3 clusters Score -1264014 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1264752.125000 Penalty: 4650.465820
	Iteration 3F: 3 clusters Score -1264752 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1265470.875000 Penalty: 4650.465820
	Iteration 4F: 3 clusters Score -1265471 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1266024.125000 Penalty: 4650.465820
	Iteration 5F: 3 clusters Score -1266024 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1266390.000000 Penalty: 4650.465820
	Iteration 6F: 3 clusters Score -1266390 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1266673.875000 Penalty: 4650.465820
	Iteration 7Q: 3 clusters Score -1266674 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1266873.000000 Penalty: 4650.465820
	Iteration 8Q: 3 clusters Score -1266873 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1267051.125000 Penalty: 4650.465820
	Iteration 9Q: 3 clusters Score -1267051 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1267205.375000 Penalty: 4650.465820
	Iteration 10Q: 3 clusters Score -1267205 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1267311.500000 Penalty: 4650.465820
	Iteration 11Q: 3 clusters Score -1267312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1267402.875000 Penalty: 4650.465820
	Iteration 12Q: 3 clusters Score -1267403 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1267467.625000 Penalty: 4650.465820
	Iteration 13Q: 3 clusters Score -1267468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1267522.500000 Penalty: 4650.465820
	Iteration 14Q: 3 clusters Score -1267522 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1267561.750000 Penalty: 4650.465820
	Iteration 15Q: 3 clusters Score -1267562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1267594.500000 Penalty: 4650.465820
	Iteration 16Q: 3 clusters Score -1267594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1267628.375000 Penalty: 4650.465820
	Iteration 17Q: 3 clusters Score -1267628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1267654.375000 Penalty: 4650.465820
	Iteration 18Q: 3 clusters Score -1267654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1267666.250000 Penalty: 4650.465820
	Iteration 19Q: 3 clusters Score -1267666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1267679.875000 Penalty: 4650.465820
	Iteration 20F: 3 clusters Score -1267680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1267691.625000 Penalty: 4650.465820
	Iteration 21Q: 3 clusters Score -1267692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1267705.875000 Penalty: 4650.465820
	Iteration 22Q: 3 clusters Score -1267706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1267715.375000 Penalty: 4650.465820
	Iteration 23Q: 3 clusters Score -1267715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1267726.625000 Penalty: 4650.465820
	Iteration 24Q: 3 clusters Score -1267727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1267735.250000 Penalty: 4650.465820
	Iteration 25Q: 3 clusters Score -1267735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1267742.625000 Penalty: 4650.465820
	Iteration 26Q: 3 clusters Score -1267743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1267748.250000 Penalty: 4650.465820
	Iteration 27Q: 3 clusters Score -1267748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1267751.625000 Penalty: 4650.465820
	Iteration 28Q: 3 clusters Score -1267752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1267753.125000 Penalty: 4650.465820
	Iteration 29Q: 3 clusters Score -1267753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1267756.500000 Penalty: 4650.465820
	Iteration 30Q: 3 clusters Score -1267756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1267761.250000 Penalty: 4650.465820
	Iteration 31Q: 3 clusters Score -1267761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1267769.625000 Penalty: 4650.465820
	Iteration 32Q: 3 clusters Score -1267770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1267770.375000 Penalty: 4650.465820
	Iteration 33Q: 3 clusters Score -1267770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1267772.250000 Penalty: 4650.465820
	Iteration 34Q: 3 clusters Score -1267772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1267776.625000 Penalty: 4650.465820
	Iteration 35Q: 3 clusters Score -1267777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1267776.875000 Penalty: 4650.465820
	Iteration 36Q: 3 clusters Score -1267777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1267775.000000 Penalty: 4650.465820
	Iteration 37Q: 3 clusters Score -1267775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1267776.875000 Penalty: 4650.465820
	Iteration 38Q: 3 clusters Score -1267777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1267782.500000 Penalty: 4650.465820
	Iteration 39Q: 3 clusters Score -1267782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1267784.625000 Penalty: 4650.465820
	Iteration 40F: 3 clusters Score -1267785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1267786.875000 Penalty: 4650.465820
	Iteration 41Q: 3 clusters Score -1267787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1267786.250000 Penalty: 4650.465820
	Iteration 42Q: 3 clusters Score -1267786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1267788.125000 Penalty: 4650.465820
	Iteration 43Q: 3 clusters Score -1267788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1267793.250000 Penalty: 4650.465820
	Iteration 44Q: 3 clusters Score -1267793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1267795.375000 Penalty: 4650.465820
	Iteration 45Q: 3 clusters Score -1267795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1267802.500000 Penalty: 4650.465820
	Iteration 46Q: 3 clusters Score -1267802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1267814.125000 Penalty: 4650.465820
	Iteration 47Q: 3 clusters Score -1267814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1267823.750000 Penalty: 4650.465820
	Iteration 48Q: 3 clusters Score -1267824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1267830.625000 Penalty: 4650.465820
	Iteration 49Q: 3 clusters Score -1267831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1267839.000000 Penalty: 4650.465820
	Iteration 50Q: 3 clusters Score -1267839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1267847.750000 Penalty: 4650.465820
	Iteration 51Q: 3 clusters Score -1267848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1267849.125000 Penalty: 4650.465820
	Iteration 52Q: 3 clusters Score -1267849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1267852.125000 Penalty: 4650.465820
	Iteration 53Q: 3 clusters Score -1267852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1267857.875000 Penalty: 4650.465820
	Iteration 54Q: 3 clusters Score -1267858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1267861.375000 Penalty: 4650.465820
	Iteration 55Q: 3 clusters Score -1267861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1267865.750000 Penalty: 4650.465820
	Iteration 56Q: 3 clusters Score -1267866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1267866.250000 Penalty: 4650.465820
	Iteration 57Q: 3 clusters Score -1267866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1267865.125000 Penalty: 4650.465820
	Iteration 58Q: 3 clusters Score -1267865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1267866.625000 Penalty: 4650.465820
	Iteration 59Q: 3 clusters Score -1267867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1267865.500000 Penalty: 4650.465820
	Iteration 60F: 3 clusters Score -1267866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1267871.000000 Penalty: 4650.465820
	Iteration 61Q: 3 clusters Score -1267871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1267873.125000 Penalty: 4650.465820
	Iteration 62Q: 3 clusters Score -1267873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1267873.625000 Penalty: 4650.465820
	Iteration 63Q: 3 clusters Score -1267874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1267874.875000 Penalty: 4650.465820
	Iteration 64Q: 3 clusters Score -1267875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1267875.375000 Penalty: 4650.465820
	Iteration 65Q: 3 clusters Score -1267875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1267875.875000 Penalty: 4650.465820
	Iteration 66Q: 3 clusters Score -1267876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1267877.375000 Penalty: 4650.465820
	Iteration 67Q: 3 clusters Score -1267877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1267876.500000 Penalty: 4650.465820
	Iteration 68Q: 3 clusters Score -1267876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1267879.375000 Penalty: 4650.465820
	Iteration 69Q: 3 clusters Score -1267879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1267880.375000 Penalty: 4650.465820
	Iteration 70Q: 3 clusters Score -1267880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1267882.500000 Penalty: 4650.465820
	Iteration 71Q: 3 clusters Score -1267882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1267884.625000 Penalty: 4650.465820
	Iteration 72Q: 3 clusters Score -1267885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1267888.625000 Penalty: 4650.465820
	Iteration 73Q: 3 clusters Score -1267889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1267894.375000 Penalty: 4650.465820
	Iteration 74Q: 3 clusters Score -1267894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1267892.125000 Penalty: 4650.465820
	Iteration 75Q: 3 clusters Score -1267892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1267895.250000 Penalty: 4650.465820
	Iteration 76Q: 3 clusters Score -1267895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1267894.500000 Penalty: 4650.465820
	Iteration 77Q: 3 clusters Score -1267894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1267896.625000 Penalty: 4650.465820
	Iteration 78Q: 3 clusters Score -1267897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1267897.375000 Penalty: 4650.465820
	Iteration 79Q: 3 clusters Score -1267897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1267897.250000 Penalty: 4650.465820
	Iteration 80F: 3 clusters Score -1267897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1267897.875000 Penalty: 4650.465820
	Iteration 81Q: 3 clusters Score -1267898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1267898.250000 Penalty: 4650.465820
	Iteration 82Q: 3 clusters Score -1267898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1267898.250000 Penalty: 4650.465820
	Iteration 83F: 3 clusters Score -1267898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1634596.500000 Penalty: 2368.052002
	Iteration 0F: 2 clusters Score -1634596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1624314.125000 Penalty: 4736.104004
	Iteration 0F: 3 clusters Score -1624314 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1627586.000000 Penalty: 4736.104004
	Iteration 1F: 3 clusters Score -1627586 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1628045.250000 Penalty: 4736.104004
	Iteration 2F: 3 clusters Score -1628045 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1628535.125000 Penalty: 4736.104004
	Iteration 3F: 3 clusters Score -1628535 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1629253.750000 Penalty: 4736.104004
	Iteration 4F: 3 clusters Score -1629254 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1630248.875000 Penalty: 4736.104004
	Iteration 5F: 3 clusters Score -1630249 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1631298.875000 Penalty: 4736.104004
	Iteration 6F: 3 clusters Score -1631299 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1632094.375000 Penalty: 4736.104004
	Iteration 7F: 3 clusters Score -1632094 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1632508.500000 Penalty: 4736.104004
	Iteration 8Q: 3 clusters Score -1632508 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1632711.375000 Penalty: 4736.104004
	Iteration 9Q: 3 clusters Score -1632711 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1632851.625000 Penalty: 4736.104004
	Iteration 10Q: 3 clusters Score -1632852 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1632982.625000 Penalty: 4736.104004
	Iteration 11Q: 3 clusters Score -1632983 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1633124.875000 Penalty: 4736.104004
	Iteration 12Q: 3 clusters Score -1633125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1633232.375000 Penalty: 4736.104004
	Iteration 13Q: 3 clusters Score -1633232 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1633329.500000 Penalty: 4736.104004
	Iteration 14Q: 3 clusters Score -1633330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1633391.750000 Penalty: 4736.104004
	Iteration 15Q: 3 clusters Score -1633392 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1633440.875000 Penalty: 4736.104004
	Iteration 16Q: 3 clusters Score -1633441 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1633478.000000 Penalty: 4736.104004
	Iteration 17Q: 3 clusters Score -1633478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1633506.875000 Penalty: 4736.104004
	Iteration 18Q: 3 clusters Score -1633507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1633521.500000 Penalty: 4736.104004
	Iteration 19Q: 3 clusters Score -1633522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1633535.375000 Penalty: 4736.104004
	Iteration 20F: 3 clusters Score -1633535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1633545.500000 Penalty: 4736.104004
	Iteration 21Q: 3 clusters Score -1633546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1633555.250000 Penalty: 4736.104004
	Iteration 22Q: 3 clusters Score -1633555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1633563.875000 Penalty: 4736.104004
	Iteration 23Q: 3 clusters Score -1633564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1633576.250000 Penalty: 4736.104004
	Iteration 24Q: 3 clusters Score -1633576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1633582.625000 Penalty: 4736.104004
	Iteration 25Q: 3 clusters Score -1633583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1633599.000000 Penalty: 4736.104004
	Iteration 26Q: 3 clusters Score -1633599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1633610.250000 Penalty: 4736.104004
	Iteration 27Q: 3 clusters Score -1633610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1633619.250000 Penalty: 4736.104004
	Iteration 28Q: 3 clusters Score -1633619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1633634.375000 Penalty: 4736.104004
	Iteration 29Q: 3 clusters Score -1633634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1633649.500000 Penalty: 4736.104004
	Iteration 30Q: 3 clusters Score -1633650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1633665.500000 Penalty: 4736.104004
	Iteration 31Q: 3 clusters Score -1633666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1633686.500000 Penalty: 4736.104004
	Iteration 32Q: 3 clusters Score -1633686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1633701.375000 Penalty: 4736.104004
	Iteration 33Q: 3 clusters Score -1633701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1633719.375000 Penalty: 4736.104004
	Iteration 34Q: 3 clusters Score -1633719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1633736.750000 Penalty: 4736.104004
	Iteration 35Q: 3 clusters Score -1633737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1633754.000000 Penalty: 4736.104004
	Iteration 36Q: 3 clusters Score -1633754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1633775.625000 Penalty: 4736.104004
	Iteration 37Q: 3 clusters Score -1633776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1633785.250000 Penalty: 4736.104004
	Iteration 38Q: 3 clusters Score -1633785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1633796.750000 Penalty: 4736.104004
	Iteration 39Q: 3 clusters Score -1633797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1633804.625000 Penalty: 4736.104004
	Iteration 40F: 3 clusters Score -1633805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1633812.250000 Penalty: 4736.104004
	Iteration 41Q: 3 clusters Score -1633812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1633819.875000 Penalty: 4736.104004
	Iteration 42Q: 3 clusters Score -1633820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1633822.000000 Penalty: 4736.104004
	Iteration 43Q: 3 clusters Score -1633822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1633828.125000 Penalty: 4736.104004
	Iteration 44Q: 3 clusters Score -1633828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1633830.000000 Penalty: 4736.104004
	Iteration 45Q: 3 clusters Score -1633830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1633835.750000 Penalty: 4736.104004
	Iteration 46Q: 3 clusters Score -1633836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1633834.625000 Penalty: 4736.104004
	Iteration 47Q: 3 clusters Score -1633835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1633839.125000 Penalty: 4736.104004
	Iteration 48Q: 3 clusters Score -1633839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1633844.125000 Penalty: 4736.104004
	Iteration 49Q: 3 clusters Score -1633844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1633843.875000 Penalty: 4736.104004
	Iteration 50Q: 3 clusters Score -1633844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1633845.625000 Penalty: 4736.104004
	Iteration 51Q: 3 clusters Score -1633846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1633846.250000 Penalty: 4736.104004
	Iteration 52Q: 3 clusters Score -1633846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1633846.875000 Penalty: 4736.104004
	Iteration 53Q: 3 clusters Score -1633847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1633846.875000 Penalty: 4736.104004
	Iteration 54F: 3 clusters Score -1633847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Entering Unmasked Estep 
Score: -7259800.000000 Penalty: 2742.503174
	Iteration 0F: 2 clusters Score -7259800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -7217140.000000 Penalty: 5485.006348
	Iteration 0F: 3 clusters Score -7217140 nChanged 29631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -7234412.500000 Penalty: 5485.006348
	Iteration 1F: 3 clusters Score -7234412 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -7235592.500000 Penalty: 5485.006348
	Iteration 2Q: 3 clusters Score -7235592 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -7237024.500000 Penalty: 5485.006348
	Iteration 3Q: 3 clusters Score -7237024 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -7239043.000000 Penalty: 5485.006348
	Iteration 4F: 3 clusters Score -7239043 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7241536.500000 Penalty: 5485.006348
	Iteration 5F: 3 clusters Score -7241536 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -7244557.000000 Penalty: 5485.006348
	Iteration 6F: 3 clusters Score -7244557 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -7247641.500000 Penalty: 5485.006348
	Iteration 7F: 3 clusters Score -7247642 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -7250480.500000 Penalty: 5485.006348
	Iteration 8F: 3 clusters Score -7250480 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -7252891.500000 Penalty: 5485.006348
	Iteration 9Q: 3 clusters Score -7252892 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7254652.500000 Penalty: 5485.006348
	Iteration 10Q: 3 clusters Score -7254652 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7255916.500000 Penalty: 5485.006348
	Iteration 11Q: 3 clusters Score -7255916 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7256882.000000 Penalty: 5485.006348
	Iteration 12Q: 3 clusters Score -7256882 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7257494.500000 Penalty: 5485.006348
	Iteration 13Q: 3 clusters Score -7257494 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7257874.000000 Penalty: 5485.006348
	Iteration 14Q: 3 clusters Score -7257874 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7258084.000000 Penalty: 5485.006348
	Iteration 15Q: 3 clusters Score -7258084 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7258173.500000 Penalty: 5485.006348
	Iteration 16Q: 3 clusters Score -7258174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7258221.000000 Penalty: 5485.006348
	Iteration 17Q: 3 clusters Score -7258221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7258267.500000 Penalty: 5485.006348
	Iteration 18Q: 3 clusters Score -7258268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7258295.500000 Penalty: 5485.006348
	Iteration 19Q: 3 clusters Score -7258296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7258296.500000 Penalty: 5485.006348
	Iteration 20F: 3 clusters Score -7258296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7258307.500000 Penalty: 5485.006348
	Iteration 21Q: 3 clusters Score -7258308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7258310.000000 Penalty: 5485.006348
	Iteration 22Q: 3 clusters Score -7258310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7258309.000000 Penalty: 5485.006348
	Iteration 23Q: 3 clusters Score -7258309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7258316.000000 Penalty: 5485.006348
	Iteration 24Q: 3 clusters Score -7258316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7258318.000000 Penalty: 5485.006348
	Iteration 25Q: 3 clusters Score -7258318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7258322.500000 Penalty: 5485.006348
	Iteration 26Q: 3 clusters Score -7258322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7258324.000000 Penalty: 5485.006348
	Iteration 27Q: 3 clusters Score -7258324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7258322.500000 Penalty: 5485.006348
	Iteration 28Q: 3 clusters Score -7258322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7258328.000000 Penalty: 5485.006348
	Iteration 29Q: 3 clusters Score -7258328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7258323.500000 Penalty: 5485.006348
	Iteration 30Q: 3 clusters Score -7258324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7258319.500000 Penalty: 5485.006348
	Iteration 31Q: 3 clusters Score -7258320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7258317.000000 Penalty: 5485.006348
	Iteration 32Q: 3 clusters Score -7258317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7258317.000000 Penalty: 5485.006348
	Iteration 33F: 3 clusters Score -7258317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -215635.703125 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -215635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212999.593750 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -212999.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -213571.703125 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -213571.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -213747.687500 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -213747.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -213851.203125 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -213851.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -213911.140625 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -213911.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -213957.750000 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -213957.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -213992.140625 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -213992.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -214018.937500 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -214018.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -214043.203125 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -214043.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -214069.984375 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -214070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -214100.062500 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -214100.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -214125.484375 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -214125.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -214141.375000 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -214141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214155.968750 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -214156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -214167.843750 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -214167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -214177.531250 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -214177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -214184.765625 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -214184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -214202.578125 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -214202.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -214213.234375 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -214213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -214217.250000 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -214217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -214223.359375 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -214223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -214229.093750 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -214229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -214232.140625 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -214232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -214238.562500 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -214238.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -214259.562500 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -214259.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214283.359375 Penalty: 3797.308594
	Iteration 25Q: 3 clusters Score -214283.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -214304.859375 Penalty: 3797.308594
	Iteration 26Q: 3 clusters Score -214304.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -214339.937500 Penalty: 3797.308594
	Iteration 27Q: 3 clusters Score -214339.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -214379.734375 Penalty: 3797.308594
	Iteration 28Q: 3 clusters Score -214379.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -214405.671875 Penalty: 3797.308594
	Iteration 29Q: 3 clusters Score -214405.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -214427.250000 Penalty: 3797.308594
	Iteration 30Q: 3 clusters Score -214427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -214445.250000 Penalty: 3797.308594
	Iteration 31Q: 3 clusters Score -214445.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -214464.421875 Penalty: 3797.308594
	Iteration 32Q: 3 clusters Score -214464.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -214484.218750 Penalty: 3797.308594
	Iteration 33Q: 3 clusters Score -214484.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -214498.640625 Penalty: 3797.308594
	Iteration 34Q: 3 clusters Score -214498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -214511.359375 Penalty: 3797.308594
	Iteration 35Q: 3 clusters Score -214511.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -214519.625000 Penalty: 3797.308594
	Iteration 36Q: 3 clusters Score -214519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -214527.671875 Penalty: 3797.308594
	Iteration 37Q: 3 clusters Score -214527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -214535.937500 Penalty: 3797.308594
	Iteration 38Q: 3 clusters Score -214535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -214542.953125 Penalty: 3797.308594
	Iteration 39Q: 3 clusters Score -214543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214548.890625 Penalty: 3797.308594
	Iteration 40F: 3 clusters Score -214548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214553.218750 Penalty: 3797.308594
	Iteration 41Q: 3 clusters Score -214553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214560.250000 Penalty: 3797.308594
	Iteration 42Q: 3 clusters Score -214560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -214565.125000 Penalty: 3797.308594
	Iteration 43Q: 3 clusters Score -214565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -214567.203125 Penalty: 3797.308594
	Iteration 44Q: 3 clusters Score -214567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214569.203125 Penalty: 3797.308594
	Iteration 45Q: 3 clusters Score -214569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -214571.312500 Penalty: 3797.308594
	Iteration 46Q: 3 clusters Score -214571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -214576.734375 Penalty: 3797.308594
	Iteration 47Q: 3 clusters Score -214576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -214577.875000 Penalty: 3797.308594
	Iteration 48Q: 3 clusters Score -214577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -214580.453125 Penalty: 3797.308594
	Iteration 49Q: 3 clusters Score -214580.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -214584.328125 Penalty: 3797.308594
	Iteration 50Q: 3 clusters Score -214584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -214586.015625 Penalty: 3797.308594
	Iteration 51Q: 3 clusters Score -214586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -214587.640625 Penalty: 3797.308594
	Iteration 52Q: 3 clusters Score -214587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -214589.375000 Penalty: 3797.308594
	Iteration 53Q: 3 clusters Score -214589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214589.890625 Penalty: 3797.308594
	Iteration 54Q: 3 clusters Score -214589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214589.890625 Penalty: 3797.308594
	Iteration 55F: 3 clusters Score -214589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Entering Unmasked Estep 
Score: -8866049.000000 Penalty: 2790.966064
	Iteration 0F: 2 clusters Score -8866049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -8814433.000000 Penalty: 5581.932129
	Iteration 0F: 3 clusters Score -8814433 nChanged 36281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8834970.000000 Penalty: 5581.932129
	Iteration 1F: 3 clusters Score -8834970 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8835934.000000 Penalty: 5581.932129
	Iteration 2Q: 3 clusters Score -8835934 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -8837221.000000 Penalty: 5581.932129
	Iteration 3Q: 3 clusters Score -8837221 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -8838834.000000 Penalty: 5581.932129
	Iteration 4Q: 3 clusters Score -8838834 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -8841097.000000 Penalty: 5581.932129
	Iteration 5F: 3 clusters Score -8841097 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -8843978.000000 Penalty: 5581.932129
	Iteration 6F: 3 clusters Score -8843978 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8847056.000000 Penalty: 5581.932129
	Iteration 7F: 3 clusters Score -8847056 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -8849914.000000 Penalty: 5581.932129
	Iteration 8F: 3 clusters Score -8849914 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -8852559.000000 Penalty: 5581.932129
	Iteration 9F: 3 clusters Score -8852559 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -8855083.000000 Penalty: 5581.932129
	Iteration 10Q: 3 clusters Score -8855083 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -8857510.000000 Penalty: 5581.932129
	Iteration 11Q: 3 clusters Score -8857510 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -8859478.000000 Penalty: 5581.932129
	Iteration 12Q: 3 clusters Score -8859478 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -8860968.000000 Penalty: 5581.932129
	Iteration 13Q: 3 clusters Score -8860968 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8862005.000000 Penalty: 5581.932129
	Iteration 14Q: 3 clusters Score -8862005 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8862610.000000 Penalty: 5581.932129
	Iteration 15Q: 3 clusters Score -8862610 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8862931.000000 Penalty: 5581.932129
	Iteration 16Q: 3 clusters Score -8862931 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8863170.000000 Penalty: 5581.932129
	Iteration 17Q: 3 clusters Score -8863170 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8863350.000000 Penalty: 5581.932129
	Iteration 18Q: 3 clusters Score -8863350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8863444.000000 Penalty: 5581.932129
	Iteration 19Q: 3 clusters Score -8863444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8863501.000000 Penalty: 5581.932129
	Iteration 20F: 3 clusters Score -8863501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8863537.000000 Penalty: 5581.932129
	Iteration 21Q: 3 clusters Score -8863537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8863574.000000 Penalty: 5581.932129
	Iteration 22Q: 3 clusters Score -8863574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8863623.000000 Penalty: 5581.932129
	Iteration 23Q: 3 clusters Score -8863623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8863644.000000 Penalty: 5581.932129
	Iteration 24Q: 3 clusters Score -8863644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8863653.000000 Penalty: 5581.932129
	Iteration 25Q: 3 clusters Score -8863653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8863669.000000 Penalty: 5581.932129
	Iteration 26Q: 3 clusters Score -8863669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8863673.000000 Penalty: 5581.932129
	Iteration 27Q: 3 clusters Score -8863673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8863682.000000 Penalty: 5581.932129
	Iteration 28Q: 3 clusters Score -8863682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8863694.000000 Penalty: 5581.932129
	Iteration 29Q: 3 clusters Score -8863694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8863706.000000 Penalty: 5581.932129
	Iteration 30Q: 3 clusters Score -8863706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8863706.000000 Penalty: 5581.932129
	Iteration 31Q: 3 clusters Score -8863706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8863710.000000 Penalty: 5581.932129
	Iteration 32Q: 3 clusters Score -8863710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8863713.000000 Penalty: 5581.932129
	Iteration 33Q: 3 clusters Score -8863713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8863709.000000 Penalty: 5581.932129
	Iteration 34Q: 3 clusters Score -8863709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8863714.000000 Penalty: 5581.932129
	Iteration 35Q: 3 clusters Score -8863714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8863717.000000 Penalty: 5581.932129
	Iteration 36Q: 3 clusters Score -8863717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8863718.000000 Penalty: 5581.932129
	Iteration 37Q: 3 clusters Score -8863718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8863718.000000 Penalty: 5581.932129
	Iteration 38F: 3 clusters Score -8863718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248619 members 
Entering Unmasked Estep 
Score: -29133624.000000 Penalty: 3081.071777
	Iteration 0F: 2 clusters Score -2.913362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 124381 members 
Entering Unmasked Estep 
Score: -28975386.000000 Penalty: 6162.143555
	Iteration 0F: 3 clusters Score -2.897539e+07 nChanged 120119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121295 members 
Mstep: Class 2 contains 127324 members 
Entering Unmasked Estep 
Score: -29046300.000000 Penalty: 6162.143555
	Iteration 1F: 3 clusters Score -2.90463e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 129396 members 
Entering Unmasked Estep 
Score: -29047920.000000 Penalty: 6162.143555
	Iteration 2Q: 3 clusters Score -2.904792e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -29050366.000000 Penalty: 6162.143555
	Iteration 3Q: 3 clusters Score -2.905037e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 138049 members 
Entering Unmasked Estep 
Score: -29053906.000000 Penalty: 6162.143555
	Iteration 4Q: 3 clusters Score -2.905391e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 145929 members 
Entering Unmasked Estep 
Score: -29059316.000000 Penalty: 6162.143555
	Iteration 5F: 3 clusters Score -2.905932e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -29067280.000000 Penalty: 6162.143555
	Iteration 6F: 3 clusters Score -2.906728e+07 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 169822 members 
Entering Unmasked Estep 
Score: -29076592.000000 Penalty: 6162.143555
	Iteration 7F: 3 clusters Score -2.907659e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 184465 members 
Entering Unmasked Estep 
Score: -29085458.000000 Penalty: 6162.143555
	Iteration 8F: 3 clusters Score -2.908546e+07 nChanged 15438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 198707 members 
Entering Unmasked Estep 
Score: -29093626.000000 Penalty: 6162.143555
	Iteration 9F: 3 clusters Score -2.909363e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 212250 members 
Entering Unmasked Estep 
Score: -29102064.000000 Penalty: 6162.143555
	Iteration 10F: 3 clusters Score -2.910206e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 224474 members 
Entering Unmasked Estep 
Score: -29110754.000000 Penalty: 6162.143555
	Iteration 11Q: 3 clusters Score -2.911075e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 234561 members 
Entering Unmasked Estep 
Score: -29118736.000000 Penalty: 6162.143555
	Iteration 12Q: 3 clusters Score -2.911874e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 241561 members 
Entering Unmasked Estep 
Score: -29125230.000000 Penalty: 6162.143555
	Iteration 13Q: 3 clusters Score -2.912523e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 245254 members 
Entering Unmasked Estep 
Score: -29128406.000000 Penalty: 6162.143555
	Iteration 14Q: 3 clusters Score -2.912841e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 246801 members 
Entering Unmasked Estep 
Score: -29129842.000000 Penalty: 6162.143555
	Iteration 15Q: 3 clusters Score -2.912984e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 247418 members 
Entering Unmasked Estep 
Score: -29130370.000000 Penalty: 6162.143555
	Iteration 16Q: 3 clusters Score -2.913037e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 247674 members 
Entering Unmasked Estep 
Score: -29130612.000000 Penalty: 6162.143555
	Iteration 17Q: 3 clusters Score -2.913061e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 247802 members 
Entering Unmasked Estep 
Score: -29130770.000000 Penalty: 6162.143555
	Iteration 18Q: 3 clusters Score -2.913077e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 247860 members 
Entering Unmasked Estep 
Score: -29130838.000000 Penalty: 6162.143555
	Iteration 19Q: 3 clusters Score -2.913084e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 247904 members 
Entering Unmasked Estep 
Score: -29130896.000000 Penalty: 6162.143555
	Iteration 20F: 3 clusters Score -2.91309e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 247915 members 
Entering Unmasked Estep 
Score: -29130924.000000 Penalty: 6162.143555
	Iteration 21Q: 3 clusters Score -2.913092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 247926 members 
Entering Unmasked Estep 
Score: -29130948.000000 Penalty: 6162.143555
	Iteration 22Q: 3 clusters Score -2.913095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 247931 members 
Entering Unmasked Estep 
Score: -29130976.000000 Penalty: 6162.143555
	Iteration 23Q: 3 clusters Score -2.913098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 247947 members 
Entering Unmasked Estep 
Score: -29130994.000000 Penalty: 6162.143555
	Iteration 24Q: 3 clusters Score -2.913099e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 247951 members 
Entering Unmasked Estep 
Score: -29131014.000000 Penalty: 6162.143555
	Iteration 25Q: 3 clusters Score -2.913101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 247960 members 
Entering Unmasked Estep 
Score: -29131020.000000 Penalty: 6162.143555
	Iteration 26Q: 3 clusters Score -2.913102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 247966 members 
Entering Unmasked Estep 
Score: -29131054.000000 Penalty: 6162.143555
	Iteration 27Q: 3 clusters Score -2.913105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 247965 members 
Entering Unmasked Estep 
Score: -29131068.000000 Penalty: 6162.143555
	Iteration 28Q: 3 clusters Score -2.913107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 247962 members 
Entering Unmasked Estep 
Score: -29131110.000000 Penalty: 6162.143555
	Iteration 29Q: 3 clusters Score -2.913111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 247958 members 
Entering Unmasked Estep 
Score: -29131146.000000 Penalty: 6162.143555
	Iteration 30Q: 3 clusters Score -2.913115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 247951 members 
Entering Unmasked Estep 
Score: -29131114.000000 Penalty: 6162.143555
	Iteration 31Q: 3 clusters Score -2.913111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 247949 members 
Entering Unmasked Estep 
Score: -29131114.000000 Penalty: 6162.143555
	Iteration 32Q: 3 clusters Score -2.913111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 247946 members 
Entering Unmasked Estep 
Score: -29131130.000000 Penalty: 6162.143555
	Iteration 33Q: 3 clusters Score -2.913113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 247944 members 
Entering Unmasked Estep 
Score: -29131124.000000 Penalty: 6162.143555
	Iteration 34Q: 3 clusters Score -2.913112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 247945 members 
Entering Unmasked Estep 
Score: -29131110.000000 Penalty: 6162.143555
	Iteration 35Q: 3 clusters Score -2.913111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 247946 members 
Entering Unmasked Estep 
Score: -29131132.000000 Penalty: 6162.143555
	Iteration 36Q: 3 clusters Score -2.913113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 247946 members 
Entering Unmasked Estep 
Score: -29131132.000000 Penalty: 6162.143555
	Iteration 37F: 3 clusters Score -2.913113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Entering Unmasked Estep 
Score: -980519.000000 Penalty: 2272.693604
	Iteration 0F: 2 clusters Score -980519 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 4740 members 
Entering Unmasked Estep 
Score: -973207.812500 Penalty: 4545.387207
	Iteration 0F: 3 clusters Score -973207.8 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -975407.625000 Penalty: 4545.387207
	Iteration 1F: 3 clusters Score -975407.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -975862.312500 Penalty: 4545.387207
	Iteration 2F: 3 clusters Score -975862.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -976298.687500 Penalty: 4545.387207
	Iteration 3F: 3 clusters Score -976298.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -976757.875000 Penalty: 4545.387207
	Iteration 4F: 3 clusters Score -976757.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -977277.000000 Penalty: 4545.387207
	Iteration 5F: 3 clusters Score -977277 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -977767.125000 Penalty: 4545.387207
	Iteration 6F: 3 clusters Score -977767.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -978223.437500 Penalty: 4545.387207
	Iteration 7F: 3 clusters Score -978223.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -978595.937500 Penalty: 4545.387207
	Iteration 8Q: 3 clusters Score -978595.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -978871.937500 Penalty: 4545.387207
	Iteration 9Q: 3 clusters Score -978871.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -979057.625000 Penalty: 4545.387207
	Iteration 10Q: 3 clusters Score -979057.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -979187.937500 Penalty: 4545.387207
	Iteration 11Q: 3 clusters Score -979187.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -979266.062500 Penalty: 4545.387207
	Iteration 12Q: 3 clusters Score -979266.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -979329.000000 Penalty: 4545.387207
	Iteration 13Q: 3 clusters Score -979329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -979369.812500 Penalty: 4545.387207
	Iteration 14Q: 3 clusters Score -979369.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -979394.812500 Penalty: 4545.387207
	Iteration 15Q: 3 clusters Score -979394.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -979418.000000 Penalty: 4545.387207
	Iteration 16Q: 3 clusters Score -979418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -979437.250000 Penalty: 4545.387207
	Iteration 17Q: 3 clusters Score -979437.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -979449.937500 Penalty: 4545.387207
	Iteration 18Q: 3 clusters Score -979449.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -979463.250000 Penalty: 4545.387207
	Iteration 19Q: 3 clusters Score -979463.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -979475.750000 Penalty: 4545.387207
	Iteration 20F: 3 clusters Score -979475.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -979486.187500 Penalty: 4545.387207
	Iteration 21Q: 3 clusters Score -979486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -979490.750000 Penalty: 4545.387207
	Iteration 22Q: 3 clusters Score -979490.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -979499.812500 Penalty: 4545.387207
	Iteration 23Q: 3 clusters Score -979499.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -979503.687500 Penalty: 4545.387207
	Iteration 24Q: 3 clusters Score -979503.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -979507.125000 Penalty: 4545.387207
	Iteration 25Q: 3 clusters Score -979507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -979509.875000 Penalty: 4545.387207
	Iteration 26Q: 3 clusters Score -979509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -979514.937500 Penalty: 4545.387207
	Iteration 27Q: 3 clusters Score -979514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -979521.625000 Penalty: 4545.387207
	Iteration 28Q: 3 clusters Score -979521.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -979524.312500 Penalty: 4545.387207
	Iteration 29Q: 3 clusters Score -979524.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -979525.937500 Penalty: 4545.387207
	Iteration 30Q: 3 clusters Score -979525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -979526.812500 Penalty: 4545.387207
	Iteration 31Q: 3 clusters Score -979526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -979528.500000 Penalty: 4545.387207
	Iteration 32Q: 3 clusters Score -979528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -979534.125000 Penalty: 4545.387207
	Iteration 33Q: 3 clusters Score -979534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -979531.562500 Penalty: 4545.387207
	Iteration 34Q: 3 clusters Score -979531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -979533.125000 Penalty: 4545.387207
	Iteration 35Q: 3 clusters Score -979533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -979533.500000 Penalty: 4545.387207
	Iteration 36Q: 3 clusters Score -979533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -979534.875000 Penalty: 4545.387207
	Iteration 37Q: 3 clusters Score -979534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -979538.500000 Penalty: 4545.387207
	Iteration 38Q: 3 clusters Score -979538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -979539.000000 Penalty: 4545.387207
	Iteration 39Q: 3 clusters Score -979539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -979539.062500 Penalty: 4545.387207
	Iteration 40F: 3 clusters Score -979539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -979539.625000 Penalty: 4545.387207
	Iteration 41Q: 3 clusters Score -979539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -979542.562500 Penalty: 4545.387207
	Iteration 42Q: 3 clusters Score -979542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -979540.187500 Penalty: 4545.387207
	Iteration 43Q: 3 clusters Score -979540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -979539.937500 Penalty: 4545.387207
	Iteration 44Q: 3 clusters Score -979539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -979538.625000 Penalty: 4545.387207
	Iteration 45Q: 3 clusters Score -979538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -979537.937500 Penalty: 4545.387207
	Iteration 46Q: 3 clusters Score -979537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -979538.125000 Penalty: 4545.387207
	Iteration 47Q: 3 clusters Score -979538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -979538.125000 Penalty: 4545.387207
	Iteration 48F: 3 clusters Score -979538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -362957.375000 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -362957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -359408.843750 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -359408.8 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -360242.031250 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -360242 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -360500.000000 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -360500 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -360715.531250 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -360715.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -360911.500000 Penalty: 4044.632080
	Iteration 4F: 3 clusters Score -360911.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -361107.312500 Penalty: 4044.632080
	Iteration 5F: 3 clusters Score -361107.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -361307.968750 Penalty: 4044.632080
	Iteration 6F: 3 clusters Score -361308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -361468.406250 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -361468.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -361575.625000 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -361575.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -361662.343750 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -361662.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -361714.750000 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -361714.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -361750.750000 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -361750.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -361786.093750 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -361786.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -361831.750000 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -361831.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -361866.562500 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -361866.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -361893.937500 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -361893.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -361927.562500 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -361927.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -361961.843750 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -361961.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -362002.031250 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -362002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -362021.312500 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -362021.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -362037.125000 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -362037.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362045.781250 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -362045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -362049.500000 Penalty: 4044.632080
	Iteration 22Q: 3 clusters Score -362049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -362053.781250 Penalty: 4044.632080
	Iteration 23Q: 3 clusters Score -362053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -362056.156250 Penalty: 4044.632080
	Iteration 24Q: 3 clusters Score -362056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -362056.312500 Penalty: 4044.632080
	Iteration 25Q: 3 clusters Score -362056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -362057.218750 Penalty: 4044.632080
	Iteration 26Q: 3 clusters Score -362057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -362057.406250 Penalty: 4044.632080
	Iteration 27Q: 3 clusters Score -362057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -362057.906250 Penalty: 4044.632080
	Iteration 28Q: 3 clusters Score -362057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -362057.906250 Penalty: 4044.632080
	Iteration 29F: 3 clusters Score -362057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Entering Unmasked Estep 
Score: -18156788.000000 Penalty: 2988.461670
	Iteration 0F: 2 clusters Score -1.815679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -18042084.000000 Penalty: 5976.923340
	Iteration 0F: 3 clusters Score -1.804208e+07 nChanged 82056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -18091082.000000 Penalty: 5976.923340
	Iteration 1F: 3 clusters Score -1.809108e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -18093468.000000 Penalty: 5976.923340
	Iteration 2Q: 3 clusters Score -1.809347e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -18096934.000000 Penalty: 5976.923340
	Iteration 3Q: 3 clusters Score -1.809693e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -18100798.000000 Penalty: 5976.923340
	Iteration 4F: 3 clusters Score -1.81008e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -18105262.000000 Penalty: 5976.923340
	Iteration 5F: 3 clusters Score -1.810526e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -18109942.000000 Penalty: 5976.923340
	Iteration 6F: 3 clusters Score -1.810994e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -18114794.000000 Penalty: 5976.923340
	Iteration 7F: 3 clusters Score -1.811479e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -18120318.000000 Penalty: 5976.923340
	Iteration 8F: 3 clusters Score -1.812032e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131643 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -18126722.000000 Penalty: 5976.923340
	Iteration 9F: 3 clusters Score -1.812672e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -18133316.000000 Penalty: 5976.923340
	Iteration 10F: 3 clusters Score -1.813332e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149059 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -18139636.000000 Penalty: 5976.923340
	Iteration 11Q: 3 clusters Score -1.813964e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -18144760.000000 Penalty: 5976.923340
	Iteration 12Q: 3 clusters Score -1.814476e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -18148388.000000 Penalty: 5976.923340
	Iteration 13Q: 3 clusters Score -1.814839e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -18150870.000000 Penalty: 5976.923340
	Iteration 14Q: 3 clusters Score -1.815087e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -18152196.000000 Penalty: 5976.923340
	Iteration 15Q: 3 clusters Score -1.81522e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167705 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -18152980.000000 Penalty: 5976.923340
	Iteration 16Q: 3 clusters Score -1.815298e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168491 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -18153470.000000 Penalty: 5976.923340
	Iteration 17Q: 3 clusters Score -1.815347e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -18153766.000000 Penalty: 5976.923340
	Iteration 18Q: 3 clusters Score -1.815377e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18153972.000000 Penalty: 5976.923340
	Iteration 19Q: 3 clusters Score -1.815397e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18154076.000000 Penalty: 5976.923340
	Iteration 20F: 3 clusters Score -1.815408e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18154138.000000 Penalty: 5976.923340
	Iteration 21Q: 3 clusters Score -1.815414e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169743 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -18154184.000000 Penalty: 5976.923340
	Iteration 22Q: 3 clusters Score -1.815418e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -18154216.000000 Penalty: 5976.923340
	Iteration 23Q: 3 clusters Score -1.815422e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169853 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18154258.000000 Penalty: 5976.923340
	Iteration 24Q: 3 clusters Score -1.815426e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169921 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18154290.000000 Penalty: 5976.923340
	Iteration 25Q: 3 clusters Score -1.815429e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -18154348.000000 Penalty: 5976.923340
	Iteration 26Q: 3 clusters Score -1.815435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170008 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -18154358.000000 Penalty: 5976.923340
	Iteration 27Q: 3 clusters Score -1.815436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18154364.000000 Penalty: 5976.923340
	Iteration 28Q: 3 clusters Score -1.815436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170032 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18154380.000000 Penalty: 5976.923340
	Iteration 29Q: 3 clusters Score -1.815438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18154386.000000 Penalty: 5976.923340
	Iteration 30Q: 3 clusters Score -1.815439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18154402.000000 Penalty: 5976.923340
	Iteration 31Q: 3 clusters Score -1.81544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18154408.000000 Penalty: 5976.923340
	Iteration 32Q: 3 clusters Score -1.815441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18154420.000000 Penalty: 5976.923340
	Iteration 33Q: 3 clusters Score -1.815442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -18154420.000000 Penalty: 5976.923340
	Iteration 34Q: 3 clusters Score -1.815442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -18154416.000000 Penalty: 5976.923340
	Iteration 35Q: 3 clusters Score -1.815442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18154410.000000 Penalty: 5976.923340
	Iteration 36Q: 3 clusters Score -1.815441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18154426.000000 Penalty: 5976.923340
	Iteration 37Q: 3 clusters Score -1.815443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18154420.000000 Penalty: 5976.923340
	Iteration 38Q: 3 clusters Score -1.815442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18154434.000000 Penalty: 5976.923340
	Iteration 39Q: 3 clusters Score -1.815443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18154430.000000 Penalty: 5976.923340
	Iteration 40F: 3 clusters Score -1.815443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170095 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -18154440.000000 Penalty: 5976.923340
	Iteration 41Q: 3 clusters Score -1.815444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18154444.000000 Penalty: 5976.923340
	Iteration 42Q: 3 clusters Score -1.815444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -18154432.000000 Penalty: 5976.923340
	Iteration 43Q: 3 clusters Score -1.815443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -18154440.000000 Penalty: 5976.923340
	Iteration 44Q: 3 clusters Score -1.815444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18154442.000000 Penalty: 5976.923340
	Iteration 45Q: 3 clusters Score -1.815444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -18154442.000000 Penalty: 5976.923340
	Iteration 46Q: 3 clusters Score -1.815444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170103 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18154442.000000 Penalty: 5976.923340
	Iteration 47Q: 3 clusters Score -1.815444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18154452.000000 Penalty: 5976.923340
	Iteration 48Q: 3 clusters Score -1.815445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170107 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18154464.000000 Penalty: 5976.923340
	Iteration 49Q: 3 clusters Score -1.815446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170112 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18154474.000000 Penalty: 5976.923340
	Iteration 50Q: 3 clusters Score -1.815447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18154474.000000 Penalty: 5976.923340
	Iteration 51Q: 3 clusters Score -1.815447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -18154460.000000 Penalty: 5976.923340
	Iteration 52Q: 3 clusters Score -1.815446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18154454.000000 Penalty: 5976.923340
	Iteration 53Q: 3 clusters Score -1.815445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170112 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18154458.000000 Penalty: 5976.923340
	Iteration 54Q: 3 clusters Score -1.815446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18154458.000000 Penalty: 5976.923340
	Iteration 55Q: 3 clusters Score -1.815446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -18154458.000000 Penalty: 5976.923340
	Iteration 56F: 3 clusters Score -1.815446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -553897.312500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -553897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -549175.750000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -549175.8 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -550412.062500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -550412.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -550721.187500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -550721.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -550963.875000 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -550963.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -551235.500000 Penalty: 4250.236816
	Iteration 4F: 3 clusters Score -551235.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -551432.187500 Penalty: 4250.236816
	Iteration 5F: 3 clusters Score -551432.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -551583.937500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -551583.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -551718.187500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -551718.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -551834.750000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -551834.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -551954.000000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -551954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -552073.437500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -552073.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -552184.875000 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -552184.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -552271.187500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -552271.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -552327.500000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -552327.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -552374.062500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -552374.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -552419.312500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -552419.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -552461.812500 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -552461.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -552493.562500 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -552493.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -552515.125000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -552515.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -552539.875000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -552539.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -552560.812500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -552560.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -552573.437500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -552573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -552582.500000 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -552582.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -552594.375000 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -552594.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -552608.000000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -552608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -552621.437500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -552621.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -552640.250000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -552640.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -552668.937500 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -552668.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -552691.625000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -552691.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -552702.875000 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -552702.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -552711.000000 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -552711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -552718.125000 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -552718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -552721.125000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -552721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -552721.687500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -552721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -552725.750000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -552725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -552727.625000 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -552727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -552730.125000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -552730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -552730.250000 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -552730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -552730.500000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -552730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -552731.562500 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -552731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -552731.500000 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -552731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -552731.312500 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -552731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -552732.125000 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -552732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -552731.625000 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -552731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -552731.937500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -552731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -552732.375000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -552732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -552732.375000 Penalty: 4250.236816
	Iteration 46F: 3 clusters Score -552732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131311 members 
Entering Unmasked Estep 
Score: -15233378.000000 Penalty: 2922.760254
	Iteration 0F: 2 clusters Score -1.523338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -15145410.000000 Penalty: 5845.520508
	Iteration 0F: 3 clusters Score -1.514541e+07 nChanged 62459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -15182503.000000 Penalty: 5845.520508
	Iteration 1F: 3 clusters Score -1.51825e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -15183853.000000 Penalty: 5845.520508
	Iteration 2Q: 3 clusters Score -1.518385e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -15185672.000000 Penalty: 5845.520508
	Iteration 3Q: 3 clusters Score -1.518567e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -15188218.000000 Penalty: 5845.520508
	Iteration 4Q: 3 clusters Score -1.518822e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -15190969.000000 Penalty: 5845.520508
	Iteration 5F: 3 clusters Score -1.519097e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -15194043.000000 Penalty: 5845.520508
	Iteration 6F: 3 clusters Score -1.519404e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -15197439.000000 Penalty: 5845.520508
	Iteration 7F: 3 clusters Score -1.519744e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -15201429.000000 Penalty: 5845.520508
	Iteration 8F: 3 clusters Score -1.520143e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -15206314.000000 Penalty: 5845.520508
	Iteration 9F: 3 clusters Score -1.520631e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -15212056.000000 Penalty: 5845.520508
	Iteration 10F: 3 clusters Score -1.521206e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 117672 members 
Entering Unmasked Estep 
Score: -15218532.000000 Penalty: 5845.520508
	Iteration 11F: 3 clusters Score -1.521853e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 123766 members 
Entering Unmasked Estep 
Score: -15224137.000000 Penalty: 5845.520508
	Iteration 12Q: 3 clusters Score -1.522414e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 127779 members 
Entering Unmasked Estep 
Score: -15227882.000000 Penalty: 5845.520508
	Iteration 13Q: 3 clusters Score -1.522788e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -15229557.000000 Penalty: 5845.520508
	Iteration 14Q: 3 clusters Score -1.522956e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 130547 members 
Entering Unmasked Estep 
Score: -15230345.000000 Penalty: 5845.520508
	Iteration 15Q: 3 clusters Score -1.523034e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -15230600.000000 Penalty: 5845.520508
	Iteration 16Q: 3 clusters Score -1.52306e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 130909 members 
Entering Unmasked Estep 
Score: -15230701.000000 Penalty: 5845.520508
	Iteration 17Q: 3 clusters Score -1.52307e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -15230753.000000 Penalty: 5845.520508
	Iteration 18Q: 3 clusters Score -1.523075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -15230768.000000 Penalty: 5845.520508
	Iteration 19Q: 3 clusters Score -1.523077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -15230794.000000 Penalty: 5845.520508
	Iteration 20F: 3 clusters Score -1.523079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -15230803.000000 Penalty: 5845.520508
	Iteration 21Q: 3 clusters Score -1.52308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -15230815.000000 Penalty: 5845.520508
	Iteration 22Q: 3 clusters Score -1.523082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -15230822.000000 Penalty: 5845.520508
	Iteration 23Q: 3 clusters Score -1.523082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -15230828.000000 Penalty: 5845.520508
	Iteration 24Q: 3 clusters Score -1.523083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -15230836.000000 Penalty: 5845.520508
	Iteration 25Q: 3 clusters Score -1.523084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -15230846.000000 Penalty: 5845.520508
	Iteration 26Q: 3 clusters Score -1.523085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -15230852.000000 Penalty: 5845.520508
	Iteration 27Q: 3 clusters Score -1.523085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -15230852.000000 Penalty: 5845.520508
	Iteration 28Q: 3 clusters Score -1.523085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
Score: -15230870.000000 Penalty: 5845.520508
	Iteration 29Q: 3 clusters Score -1.523087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -15230868.000000 Penalty: 5845.520508
	Iteration 30Q: 3 clusters Score -1.523087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
Score: -15230870.000000 Penalty: 5845.520508
	Iteration 31Q: 3 clusters Score -1.523087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -15230863.000000 Penalty: 5845.520508
	Iteration 32Q: 3 clusters Score -1.523086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -15230863.000000 Penalty: 5845.520508
	Iteration 33F: 3 clusters Score -1.523086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Entering Unmasked Estep 
Score: -4076052.500000 Penalty: 2600.225830
	Iteration 0F: 2 clusters Score -4076052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4051771.000000 Penalty: 5200.451660
	Iteration 0F: 3 clusters Score -4051771 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4060723.500000 Penalty: 5200.451660
	Iteration 1F: 3 clusters Score -4060724 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4061320.500000 Penalty: 5200.451660
	Iteration 2Q: 3 clusters Score -4061320 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4061879.750000 Penalty: 5200.451660
	Iteration 3Q: 3 clusters Score -4061880 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4062514.750000 Penalty: 5200.451660
	Iteration 4Q: 3 clusters Score -4062515 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4063244.500000 Penalty: 5200.451660
	Iteration 5Q: 3 clusters Score -4063244 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4064187.000000 Penalty: 5200.451660
	Iteration 6Q: 3 clusters Score -4064187 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4065308.000000 Penalty: 5200.451660
	Iteration 7F: 3 clusters Score -4065308 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4066558.500000 Penalty: 5200.451660
	Iteration 8F: 3 clusters Score -4066558 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4067799.500000 Penalty: 5200.451660
	Iteration 9F: 3 clusters Score -4067800 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4069016.500000 Penalty: 5200.451660
	Iteration 10F: 3 clusters Score -4069016 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -4070192.250000 Penalty: 5200.451660
	Iteration 11Q: 3 clusters Score -4070192 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4071317.750000 Penalty: 5200.451660
	Iteration 12Q: 3 clusters Score -4071318 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4072255.000000 Penalty: 5200.451660
	Iteration 13Q: 3 clusters Score -4072255 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4072855.000000 Penalty: 5200.451660
	Iteration 14Q: 3 clusters Score -4072855 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4073249.250000 Penalty: 5200.451660
	Iteration 15Q: 3 clusters Score -4073249 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4073507.500000 Penalty: 5200.451660
	Iteration 16Q: 3 clusters Score -4073508 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4073663.500000 Penalty: 5200.451660
	Iteration 17Q: 3 clusters Score -4073664 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4073793.000000 Penalty: 5200.451660
	Iteration 18Q: 3 clusters Score -4073793 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4073862.000000 Penalty: 5200.451660
	Iteration 19Q: 3 clusters Score -4073862 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4073932.000000 Penalty: 5200.451660
	Iteration 20F: 3 clusters Score -4073932 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4073990.250000 Penalty: 5200.451660
	Iteration 21Q: 3 clusters Score -4073990 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4074070.750000 Penalty: 5200.451660
	Iteration 22Q: 3 clusters Score -4074071 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4074134.750000 Penalty: 5200.451660
	Iteration 23Q: 3 clusters Score -4074135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4074249.000000 Penalty: 5200.451660
	Iteration 24Q: 3 clusters Score -4074249 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4074350.750000 Penalty: 5200.451660
	Iteration 25Q: 3 clusters Score -4074351 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4074468.500000 Penalty: 5200.451660
	Iteration 26Q: 3 clusters Score -4074468 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4074578.500000 Penalty: 5200.451660
	Iteration 27Q: 3 clusters Score -4074578 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4074702.000000 Penalty: 5200.451660
	Iteration 28Q: 3 clusters Score -4074702 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4074805.500000 Penalty: 5200.451660
	Iteration 29Q: 3 clusters Score -4074806 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4074913.500000 Penalty: 5200.451660
	Iteration 30Q: 3 clusters Score -4074914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -4075002.250000 Penalty: 5200.451660
	Iteration 31Q: 3 clusters Score -4075002 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4075083.250000 Penalty: 5200.451660
	Iteration 32Q: 3 clusters Score -4075083 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4075149.250000 Penalty: 5200.451660
	Iteration 33Q: 3 clusters Score -4075149 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4075195.500000 Penalty: 5200.451660
	Iteration 34Q: 3 clusters Score -4075196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4075240.250000 Penalty: 5200.451660
	Iteration 35Q: 3 clusters Score -4075240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4075261.000000 Penalty: 5200.451660
	Iteration 36Q: 3 clusters Score -4075261 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4075290.000000 Penalty: 5200.451660
	Iteration 37Q: 3 clusters Score -4075290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4075290.750000 Penalty: 5200.451660
	Iteration 38Q: 3 clusters Score -4075291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4075306.250000 Penalty: 5200.451660
	Iteration 39Q: 3 clusters Score -4075306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -4075309.750000 Penalty: 5200.451660
	Iteration 40F: 3 clusters Score -4075310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4075317.250000 Penalty: 5200.451660
	Iteration 41Q: 3 clusters Score -4075317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4075320.000000 Penalty: 5200.451660
	Iteration 42Q: 3 clusters Score -4075320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4075311.250000 Penalty: 5200.451660
	Iteration 43Q: 3 clusters Score -4075311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4075323.000000 Penalty: 5200.451660
	Iteration 44Q: 3 clusters Score -4075323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4075323.250000 Penalty: 5200.451660
	Iteration 45Q: 3 clusters Score -4075323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4075326.500000 Penalty: 5200.451660
	Iteration 46Q: 3 clusters Score -4075326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4075324.750000 Penalty: 5200.451660
	Iteration 47Q: 3 clusters Score -4075325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4075323.000000 Penalty: 5200.451660
	Iteration 48Q: 3 clusters Score -4075323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -4075319.250000 Penalty: 5200.451660
	Iteration 49Q: 3 clusters Score -4075319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4075321.250000 Penalty: 5200.451660
	Iteration 50Q: 3 clusters Score -4075321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4075321.250000 Penalty: 5200.451660
	Iteration 51F: 3 clusters Score -4075321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -292874.625000 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -292874.6 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 1368 members 
Entering Unmasked Estep 
Score: -289845.031250 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -289845 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -290538.343750 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -290538.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -290798.656250 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -290798.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -290966.125000 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -290966.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -291079.718750 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -291079.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -291186.656250 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -291186.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -291325.250000 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -291325.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -291409.125000 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -291409.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -291498.312500 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -291498.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -291582.718750 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -291582.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -291676.406250 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -291676.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -291756.375000 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -291756.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -291825.562500 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -291825.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -291874.812500 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -291874.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -291897.031250 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -291897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -291911.468750 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -291911.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291921.718750 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -291921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -291934.062500 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -291934.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -291942.718750 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -291942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -291950.093750 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -291950.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291956.375000 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -291956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -291962.531250 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -291962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -291965.687500 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -291965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291968.031250 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -291968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291968.031250 Penalty: 3922.924561
	Iteration 24F: 3 clusters Score -291968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Entering Unmasked Estep 
Score: -1133772.750000 Penalty: 2289.342773
	Iteration 0F: 2 clusters Score -1133773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1125929.375000 Penalty: 4578.685547
	Iteration 0F: 3 clusters Score -1125929 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1128265.125000 Penalty: 4578.685547
	Iteration 1F: 3 clusters Score -1128265 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1128658.625000 Penalty: 4578.685547
	Iteration 2F: 3 clusters Score -1128659 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1129055.875000 Penalty: 4578.685547
	Iteration 3F: 3 clusters Score -1129056 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1129515.500000 Penalty: 4578.685547
	Iteration 4F: 3 clusters Score -1129516 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1130107.500000 Penalty: 4578.685547
	Iteration 5F: 3 clusters Score -1130108 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1130724.875000 Penalty: 4578.685547
	Iteration 6F: 3 clusters Score -1130725 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1131364.125000 Penalty: 4578.685547
	Iteration 7F: 3 clusters Score -1131364 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1132035.250000 Penalty: 4578.685547
	Iteration 8F: 3 clusters Score -1132035 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1132875.375000 Penalty: 4578.685547
	Iteration 9F: 3 clusters Score -1132875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1133700.750000 Penalty: 4578.685547
	Iteration 10Q: 3 clusters Score -1133701 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1134169.125000 Penalty: 4578.685547
	Iteration 11Q: 3 clusters Score -1134169 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1134390.750000 Penalty: 4578.685547
	Iteration 12Q: 3 clusters Score -1134391 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1134514.500000 Penalty: 4578.685547
	Iteration 13Q: 3 clusters Score -1134514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1134626.250000 Penalty: 4578.685547
	Iteration 14Q: 3 clusters Score -1134626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1134743.500000 Penalty: 4578.685547
	Iteration 15Q: 3 clusters Score -1134744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1134834.000000 Penalty: 4578.685547
	Iteration 16Q: 3 clusters Score -1134834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1134869.500000 Penalty: 4578.685547
	Iteration 17Q: 3 clusters Score -1134870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1134899.875000 Penalty: 4578.685547
	Iteration 18Q: 3 clusters Score -1134900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1134922.750000 Penalty: 4578.685547
	Iteration 19Q: 3 clusters Score -1134923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1134940.875000 Penalty: 4578.685547
	Iteration 20F: 3 clusters Score -1134941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1134962.500000 Penalty: 4578.685547
	Iteration 21Q: 3 clusters Score -1134962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1134974.625000 Penalty: 4578.685547
	Iteration 22Q: 3 clusters Score -1134975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1134982.250000 Penalty: 4578.685547
	Iteration 23Q: 3 clusters Score -1134982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1134985.250000 Penalty: 4578.685547
	Iteration 24Q: 3 clusters Score -1134985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1134988.500000 Penalty: 4578.685547
	Iteration 25Q: 3 clusters Score -1134988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1134993.750000 Penalty: 4578.685547
	Iteration 26Q: 3 clusters Score -1134994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1134991.125000 Penalty: 4578.685547
	Iteration 27Q: 3 clusters Score -1134991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1134991.000000 Penalty: 4578.685547
	Iteration 28Q: 3 clusters Score -1134991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1134990.250000 Penalty: 4578.685547
	Iteration 29Q: 3 clusters Score -1134990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1134991.625000 Penalty: 4578.685547
	Iteration 30Q: 3 clusters Score -1134992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1134993.625000 Penalty: 4578.685547
	Iteration 31Q: 3 clusters Score -1134994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1134993.625000 Penalty: 4578.685547
	Iteration 32F: 3 clusters Score -1134994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 63480 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77180 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171142 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 5887 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32599 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27994 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13409 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5545 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 30921 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16865 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54380 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 41755 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11733 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16398 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8799 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47602 members 
Mstep: Class 59 contains 3692 members 
Mstep: Class 60 contains 11969 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7451 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4645 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21849 members 
Mstep: Class 77 contains 1943 members 
Mstep: Class 78 contains 5809 members 
Mstep: Class 79 contains 45052 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9778 members 
Mstep: Class 91 contains 3053 members 
Mstep: Class 92 contains 5544 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5400 members 
Mstep: Class 97 contains 1506 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Mstep: Class 101 contains 4324 members 
Entering Unmasked Estep 
Score: -212296752.000000 Penalty: 362902.031250
Splitting cluster 17 changes total score from -212297472.000000 to -212296752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (7981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Entering Unmasked Estep 
Score: -801339.375000 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -801339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -794905.687500 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -794905.7 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -796980.187500 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -796980.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -797610.062500 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -797610.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -798108.500000 Penalty: 4456.470215
	Iteration 3F: 3 clusters Score -798108.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -798505.625000 Penalty: 4456.470215
	Iteration 4F: 3 clusters Score -798505.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -798821.937500 Penalty: 4456.470215
	Iteration 5F: 3 clusters Score -798821.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -799024.062500 Penalty: 4456.470215
	Iteration 6Q: 3 clusters Score -799024.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -799165.437500 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -799165.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -799283.500000 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -799283.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -799373.000000 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -799373 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -799437.500000 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -799437.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -799477.437500 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -799477.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -799500.625000 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -799500.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -799516.375000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -799516.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -799529.312500 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -799529.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -799537.937500 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -799537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -799544.125000 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -799544.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -799550.312500 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -799550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -799552.500000 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -799552.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -799552.437500 Penalty: 4456.470215
	Iteration 19Q: 3 clusters Score -799552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -799554.312500 Penalty: 4456.470215
	Iteration 20F: 3 clusters Score -799554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -799555.625000 Penalty: 4456.470215
	Iteration 21Q: 3 clusters Score -799555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -799557.062500 Penalty: 4456.470215
	Iteration 22Q: 3 clusters Score -799557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -799559.875000 Penalty: 4456.470215
	Iteration 23Q: 3 clusters Score -799559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -799560.250000 Penalty: 4456.470215
	Iteration 24Q: 3 clusters Score -799560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -799560.562500 Penalty: 4456.470215
	Iteration 25Q: 3 clusters Score -799560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -799562.312500 Penalty: 4456.470215
	Iteration 26Q: 3 clusters Score -799562.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -799563.500000 Penalty: 4456.470215
	Iteration 27Q: 3 clusters Score -799563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -799569.187500 Penalty: 4456.470215
	Iteration 28Q: 3 clusters Score -799569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -799574.500000 Penalty: 4456.470215
	Iteration 29Q: 3 clusters Score -799574.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -799577.687500 Penalty: 4456.470215
	Iteration 30Q: 3 clusters Score -799577.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -799577.125000 Penalty: 4456.470215
	Iteration 31Q: 3 clusters Score -799577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -799580.562500 Penalty: 4456.470215
	Iteration 32Q: 3 clusters Score -799580.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -799582.437500 Penalty: 4456.470215
	Iteration 33Q: 3 clusters Score -799582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -799588.250000 Penalty: 4456.470215
	Iteration 34Q: 3 clusters Score -799588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -799590.562500 Penalty: 4456.470215
	Iteration 35Q: 3 clusters Score -799590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -799592.187500 Penalty: 4456.470215
	Iteration 36Q: 3 clusters Score -799592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -799597.687500 Penalty: 4456.470215
	Iteration 37Q: 3 clusters Score -799597.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -799598.500000 Penalty: 4456.470215
	Iteration 38Q: 3 clusters Score -799598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -799600.812500 Penalty: 4456.470215
	Iteration 39Q: 3 clusters Score -799600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -799600.187500 Penalty: 4456.470215
	Iteration 40F: 3 clusters Score -799600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -799600.687500 Penalty: 4456.470215
	Iteration 41Q: 3 clusters Score -799600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -799604.687500 Penalty: 4456.470215
	Iteration 42Q: 3 clusters Score -799604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -799606.312500 Penalty: 4456.470215
	Iteration 43Q: 3 clusters Score -799606.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -799609.875000 Penalty: 4456.470215
	Iteration 44Q: 3 clusters Score -799609.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -799609.812500 Penalty: 4456.470215
	Iteration 45Q: 3 clusters Score -799609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -799612.375000 Penalty: 4456.470215
	Iteration 46Q: 3 clusters Score -799612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -799612.500000 Penalty: 4456.470215
	Iteration 47Q: 3 clusters Score -799612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -799612.812500 Penalty: 4456.470215
	Iteration 48Q: 3 clusters Score -799612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -799612.062500 Penalty: 4456.470215
	Iteration 49Q: 3 clusters Score -799612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -799614.687500 Penalty: 4456.470215
	Iteration 50Q: 3 clusters Score -799614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -799613.812500 Penalty: 4456.470215
	Iteration 51Q: 3 clusters Score -799613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -799613.812500 Penalty: 4456.470215
	Iteration 52F: 3 clusters Score -799613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Entering Unmasked Estep 
Score: -6860686.500000 Penalty: 2726.936768
	Iteration 0F: 2 clusters Score -6860686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6820662.000000 Penalty: 5453.873535
	Iteration 0F: 3 clusters Score -6820662 nChanged 27750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -6836267.500000 Penalty: 5453.873535
	Iteration 1F: 3 clusters Score -6836268 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -6836869.000000 Penalty: 5453.873535
	Iteration 2Q: 3 clusters Score -6836869 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -6837577.000000 Penalty: 5453.873535
	Iteration 3Q: 3 clusters Score -6837577 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -6838599.000000 Penalty: 5453.873535
	Iteration 4Q: 3 clusters Score -6838599 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -6840099.000000 Penalty: 5453.873535
	Iteration 5Q: 3 clusters Score -6840099 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6842280.000000 Penalty: 5453.873535
	Iteration 6F: 3 clusters Score -6842280 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -6845083.000000 Penalty: 5453.873535
	Iteration 7F: 3 clusters Score -6845083 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -6848265.500000 Penalty: 5453.873535
	Iteration 8F: 3 clusters Score -6848266 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -6851146.000000 Penalty: 5453.873535
	Iteration 9F: 3 clusters Score -6851146 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -6853347.000000 Penalty: 5453.873535
	Iteration 10Q: 3 clusters Score -6853347 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -6854753.000000 Penalty: 5453.873535
	Iteration 11Q: 3 clusters Score -6854753 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6855555.000000 Penalty: 5453.873535
	Iteration 12Q: 3 clusters Score -6855555 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -6855978.500000 Penalty: 5453.873535
	Iteration 13Q: 3 clusters Score -6855978 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -6856310.000000 Penalty: 5453.873535
	Iteration 14Q: 3 clusters Score -6856310 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -6856570.500000 Penalty: 5453.873535
	Iteration 15Q: 3 clusters Score -6856570 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -6856793.500000 Penalty: 5453.873535
	Iteration 16Q: 3 clusters Score -6856794 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6856987.500000 Penalty: 5453.873535
	Iteration 17Q: 3 clusters Score -6856988 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -6857105.000000 Penalty: 5453.873535
	Iteration 18Q: 3 clusters Score -6857105 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -6857220.000000 Penalty: 5453.873535
	Iteration 19Q: 3 clusters Score -6857220 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -6857398.500000 Penalty: 5453.873535
	Iteration 20F: 3 clusters Score -6857398 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -6857530.500000 Penalty: 5453.873535
	Iteration 21Q: 3 clusters Score -6857530 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -6857619.000000 Penalty: 5453.873535
	Iteration 22Q: 3 clusters Score -6857619 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -6857707.000000 Penalty: 5453.873535
	Iteration 23Q: 3 clusters Score -6857707 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -6857782.500000 Penalty: 5453.873535
	Iteration 24Q: 3 clusters Score -6857782 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -6857844.500000 Penalty: 5453.873535
	Iteration 25Q: 3 clusters Score -6857844 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -6857907.000000 Penalty: 5453.873535
	Iteration 26Q: 3 clusters Score -6857907 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -6857970.500000 Penalty: 5453.873535
	Iteration 27Q: 3 clusters Score -6857970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -6858029.500000 Penalty: 5453.873535
	Iteration 28Q: 3 clusters Score -6858030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -6858092.000000 Penalty: 5453.873535
	Iteration 29Q: 3 clusters Score -6858092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -6858128.000000 Penalty: 5453.873535
	Iteration 30Q: 3 clusters Score -6858128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -6858156.500000 Penalty: 5453.873535
	Iteration 31Q: 3 clusters Score -6858156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -6858179.000000 Penalty: 5453.873535
	Iteration 32Q: 3 clusters Score -6858179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -6858218.500000 Penalty: 5453.873535
	Iteration 33Q: 3 clusters Score -6858218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -6858244.500000 Penalty: 5453.873535
	Iteration 34Q: 3 clusters Score -6858244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -6858267.500000 Penalty: 5453.873535
	Iteration 35Q: 3 clusters Score -6858268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -6858264.000000 Penalty: 5453.873535
	Iteration 36Q: 3 clusters Score -6858264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -6858263.000000 Penalty: 5453.873535
	Iteration 37Q: 3 clusters Score -6858263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -6858269.000000 Penalty: 5453.873535
	Iteration 38Q: 3 clusters Score -6858269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -6858276.000000 Penalty: 5453.873535
	Iteration 39Q: 3 clusters Score -6858276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -6858289.500000 Penalty: 5453.873535
	Iteration 40F: 3 clusters Score -6858290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -6858301.000000 Penalty: 5453.873535
	Iteration 41Q: 3 clusters Score -6858301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -6858294.500000 Penalty: 5453.873535
	Iteration 42Q: 3 clusters Score -6858294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -6858295.000000 Penalty: 5453.873535
	Iteration 43Q: 3 clusters Score -6858295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -6858300.500000 Penalty: 5453.873535
	Iteration 44Q: 3 clusters Score -6858300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -6858310.000000 Penalty: 5453.873535
	Iteration 45Q: 3 clusters Score -6858310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -6858314.500000 Penalty: 5453.873535
	Iteration 46Q: 3 clusters Score -6858314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -6858310.500000 Penalty: 5453.873535
	Iteration 47Q: 3 clusters Score -6858310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -6858314.500000 Penalty: 5453.873535
	Iteration 48Q: 3 clusters Score -6858314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -6858312.500000 Penalty: 5453.873535
	Iteration 49Q: 3 clusters Score -6858312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -6858317.000000 Penalty: 5453.873535
	Iteration 50Q: 3 clusters Score -6858317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -6858324.500000 Penalty: 5453.873535
	Iteration 51Q: 3 clusters Score -6858324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -6858321.500000 Penalty: 5453.873535
	Iteration 52Q: 3 clusters Score -6858322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -6858323.000000 Penalty: 5453.873535
	Iteration 53Q: 3 clusters Score -6858323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -6858322.500000 Penalty: 5453.873535
	Iteration 54Q: 3 clusters Score -6858322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -6858327.500000 Penalty: 5453.873535
	Iteration 55Q: 3 clusters Score -6858328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -6858329.500000 Penalty: 5453.873535
	Iteration 56Q: 3 clusters Score -6858330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -6858332.500000 Penalty: 5453.873535
	Iteration 57Q: 3 clusters Score -6858332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -6858338.500000 Penalty: 5453.873535
	Iteration 58Q: 3 clusters Score -6858338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -6858342.000000 Penalty: 5453.873535
	Iteration 59Q: 3 clusters Score -6858342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -6858337.000000 Penalty: 5453.873535
	Iteration 60F: 3 clusters Score -6858337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -6858337.000000 Penalty: 5453.873535
	Iteration 61Q: 3 clusters Score -6858337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -6858340.500000 Penalty: 5453.873535
	Iteration 62Q: 3 clusters Score -6858340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -6858336.500000 Penalty: 5453.873535
	Iteration 63Q: 3 clusters Score -6858336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -6858333.500000 Penalty: 5453.873535
	Iteration 64Q: 3 clusters Score -6858334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -6858337.000000 Penalty: 5453.873535
	Iteration 65Q: 3 clusters Score -6858337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -6858350.500000 Penalty: 5453.873535
	Iteration 66Q: 3 clusters Score -6858350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -6858345.500000 Penalty: 5453.873535
	Iteration 67Q: 3 clusters Score -6858346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -6858362.000000 Penalty: 5453.873535
	Iteration 68Q: 3 clusters Score -6858362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -6858372.000000 Penalty: 5453.873535
	Iteration 69Q: 3 clusters Score -6858372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -6858370.000000 Penalty: 5453.873535
	Iteration 70Q: 3 clusters Score -6858370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -6858374.000000 Penalty: 5453.873535
	Iteration 71Q: 3 clusters Score -6858374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -6858383.000000 Penalty: 5453.873535
	Iteration 72Q: 3 clusters Score -6858383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -6858384.000000 Penalty: 5453.873535
	Iteration 73Q: 3 clusters Score -6858384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -6858386.500000 Penalty: 5453.873535
	Iteration 74Q: 3 clusters Score -6858386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -6858399.000000 Penalty: 5453.873535
	Iteration 75Q: 3 clusters Score -6858399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6858393.500000 Penalty: 5453.873535
	Iteration 76Q: 3 clusters Score -6858394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -6858396.000000 Penalty: 5453.873535
	Iteration 77Q: 3 clusters Score -6858396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -6858404.500000 Penalty: 5453.873535
	Iteration 78Q: 3 clusters Score -6858404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -6858405.500000 Penalty: 5453.873535
	Iteration 79Q: 3 clusters Score -6858406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -6858401.000000 Penalty: 5453.873535
	Iteration 80F: 3 clusters Score -6858401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -6858410.000000 Penalty: 5453.873535
	Iteration 81Q: 3 clusters Score -6858410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -6858408.500000 Penalty: 5453.873535
	Iteration 82Q: 3 clusters Score -6858408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -6858423.000000 Penalty: 5453.873535
	Iteration 83Q: 3 clusters Score -6858423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -6858426.500000 Penalty: 5453.873535
	Iteration 84Q: 3 clusters Score -6858426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -6858431.000000 Penalty: 5453.873535
	Iteration 85Q: 3 clusters Score -6858431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -6858441.500000 Penalty: 5453.873535
	Iteration 86Q: 3 clusters Score -6858442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -6858444.500000 Penalty: 5453.873535
	Iteration 87Q: 3 clusters Score -6858444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -6858447.500000 Penalty: 5453.873535
	Iteration 88Q: 3 clusters Score -6858448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -6858446.500000 Penalty: 5453.873535
	Iteration 89Q: 3 clusters Score -6858446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -6858444.000000 Penalty: 5453.873535
	Iteration 90Q: 3 clusters Score -6858444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -6858444.000000 Penalty: 5453.873535
	Iteration 91F: 3 clusters Score -6858444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Entering Unmasked Estep 
Score: -897034.125000 Penalty: 2224.446289
	Iteration 0F: 2 clusters Score -897034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -890698.312500 Penalty: 4448.892578
	Iteration 0F: 3 clusters Score -890698.3 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -892559.625000 Penalty: 4448.892578
	Iteration 1F: 3 clusters Score -892559.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -892906.375000 Penalty: 4448.892578
	Iteration 2F: 3 clusters Score -892906.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -893140.125000 Penalty: 4448.892578
	Iteration 3F: 3 clusters Score -893140.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -893339.125000 Penalty: 4448.892578
	Iteration 4Q: 3 clusters Score -893339.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -893523.000000 Penalty: 4448.892578
	Iteration 5Q: 3 clusters Score -893523 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -893707.875000 Penalty: 4448.892578
	Iteration 6Q: 3 clusters Score -893707.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -893856.750000 Penalty: 4448.892578
	Iteration 7Q: 3 clusters Score -893856.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -893976.562500 Penalty: 4448.892578
	Iteration 8Q: 3 clusters Score -893976.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -894063.312500 Penalty: 4448.892578
	Iteration 9Q: 3 clusters Score -894063.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -894150.312500 Penalty: 4448.892578
	Iteration 10Q: 3 clusters Score -894150.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -894228.562500 Penalty: 4448.892578
	Iteration 11Q: 3 clusters Score -894228.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -894307.875000 Penalty: 4448.892578
	Iteration 12Q: 3 clusters Score -894307.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -894385.187500 Penalty: 4448.892578
	Iteration 13Q: 3 clusters Score -894385.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -894463.062500 Penalty: 4448.892578
	Iteration 14Q: 3 clusters Score -894463.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -894530.625000 Penalty: 4448.892578
	Iteration 15Q: 3 clusters Score -894530.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -894576.875000 Penalty: 4448.892578
	Iteration 16Q: 3 clusters Score -894576.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -894618.312500 Penalty: 4448.892578
	Iteration 17Q: 3 clusters Score -894618.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -894644.562500 Penalty: 4448.892578
	Iteration 18Q: 3 clusters Score -894644.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -894667.875000 Penalty: 4448.892578
	Iteration 19Q: 3 clusters Score -894667.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -894684.625000 Penalty: 4448.892578
	Iteration 20F: 3 clusters Score -894684.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -894707.750000 Penalty: 4448.892578
	Iteration 21Q: 3 clusters Score -894707.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -894724.750000 Penalty: 4448.892578
	Iteration 22Q: 3 clusters Score -894724.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -894741.250000 Penalty: 4448.892578
	Iteration 23Q: 3 clusters Score -894741.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -894757.437500 Penalty: 4448.892578
	Iteration 24Q: 3 clusters Score -894757.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -894773.750000 Penalty: 4448.892578
	Iteration 25Q: 3 clusters Score -894773.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -894784.312500 Penalty: 4448.892578
	Iteration 26Q: 3 clusters Score -894784.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -894794.250000 Penalty: 4448.892578
	Iteration 27Q: 3 clusters Score -894794.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -894802.937500 Penalty: 4448.892578
	Iteration 28Q: 3 clusters Score -894802.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -894813.375000 Penalty: 4448.892578
	Iteration 29Q: 3 clusters Score -894813.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -894821.437500 Penalty: 4448.892578
	Iteration 30Q: 3 clusters Score -894821.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -894832.437500 Penalty: 4448.892578
	Iteration 31Q: 3 clusters Score -894832.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -894841.187500 Penalty: 4448.892578
	Iteration 32Q: 3 clusters Score -894841.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -894850.937500 Penalty: 4448.892578
	Iteration 33Q: 3 clusters Score -894850.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -894862.437500 Penalty: 4448.892578
	Iteration 34Q: 3 clusters Score -894862.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -894877.750000 Penalty: 4448.892578
	Iteration 35Q: 3 clusters Score -894877.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -894889.062500 Penalty: 4448.892578
	Iteration 36Q: 3 clusters Score -894889.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -894900.250000 Penalty: 4448.892578
	Iteration 37Q: 3 clusters Score -894900.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -894909.437500 Penalty: 4448.892578
	Iteration 38Q: 3 clusters Score -894909.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -894921.750000 Penalty: 4448.892578
	Iteration 39Q: 3 clusters Score -894921.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -894934.125000 Penalty: 4448.892578
	Iteration 40F: 3 clusters Score -894934.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -894948.750000 Penalty: 4448.892578
	Iteration 41Q: 3 clusters Score -894948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -894962.562500 Penalty: 4448.892578
	Iteration 42Q: 3 clusters Score -894962.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -894975.812500 Penalty: 4448.892578
	Iteration 43Q: 3 clusters Score -894975.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -894988.500000 Penalty: 4448.892578
	Iteration 44Q: 3 clusters Score -894988.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -894999.562500 Penalty: 4448.892578
	Iteration 45Q: 3 clusters Score -894999.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -895011.312500 Penalty: 4448.892578
	Iteration 46Q: 3 clusters Score -895011.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -895019.125000 Penalty: 4448.892578
	Iteration 47Q: 3 clusters Score -895019.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -895029.187500 Penalty: 4448.892578
	Iteration 48Q: 3 clusters Score -895029.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -895039.000000 Penalty: 4448.892578
	Iteration 49Q: 3 clusters Score -895039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -895059.187500 Penalty: 4448.892578
	Iteration 50Q: 3 clusters Score -895059.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -895077.000000 Penalty: 4448.892578
	Iteration 51Q: 3 clusters Score -895077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -895098.000000 Penalty: 4448.892578
	Iteration 52Q: 3 clusters Score -895098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -895115.750000 Penalty: 4448.892578
	Iteration 53Q: 3 clusters Score -895115.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -895133.125000 Penalty: 4448.892578
	Iteration 54Q: 3 clusters Score -895133.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -895156.250000 Penalty: 4448.892578
	Iteration 55Q: 3 clusters Score -895156.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -895174.125000 Penalty: 4448.892578
	Iteration 56Q: 3 clusters Score -895174.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -895191.312500 Penalty: 4448.892578
	Iteration 57Q: 3 clusters Score -895191.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -895207.187500 Penalty: 4448.892578
	Iteration 58Q: 3 clusters Score -895207.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -895226.187500 Penalty: 4448.892578
	Iteration 59Q: 3 clusters Score -895226.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -895243.125000 Penalty: 4448.892578
	Iteration 60F: 3 clusters Score -895243.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -895254.437500 Penalty: 4448.892578
	Iteration 61Q: 3 clusters Score -895254.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -895262.250000 Penalty: 4448.892578
	Iteration 62Q: 3 clusters Score -895262.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -895271.187500 Penalty: 4448.892578
	Iteration 63Q: 3 clusters Score -895271.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -895277.187500 Penalty: 4448.892578
	Iteration 64Q: 3 clusters Score -895277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -895285.062500 Penalty: 4448.892578
	Iteration 65Q: 3 clusters Score -895285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -895292.125000 Penalty: 4448.892578
	Iteration 66Q: 3 clusters Score -895292.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -895300.500000 Penalty: 4448.892578
	Iteration 67Q: 3 clusters Score -895300.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -895310.562500 Penalty: 4448.892578
	Iteration 68Q: 3 clusters Score -895310.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -895324.312500 Penalty: 4448.892578
	Iteration 69Q: 3 clusters Score -895324.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -895338.687500 Penalty: 4448.892578
	Iteration 70Q: 3 clusters Score -895338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -895345.750000 Penalty: 4448.892578
	Iteration 71Q: 3 clusters Score -895345.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -895356.937500 Penalty: 4448.892578
	Iteration 72Q: 3 clusters Score -895356.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -895366.000000 Penalty: 4448.892578
	Iteration 73Q: 3 clusters Score -895366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -895372.062500 Penalty: 4448.892578
	Iteration 74Q: 3 clusters Score -895372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -895382.437500 Penalty: 4448.892578
	Iteration 75Q: 3 clusters Score -895382.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -895394.187500 Penalty: 4448.892578
	Iteration 76Q: 3 clusters Score -895394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -895403.562500 Penalty: 4448.892578
	Iteration 77Q: 3 clusters Score -895403.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -895408.625000 Penalty: 4448.892578
	Iteration 78Q: 3 clusters Score -895408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -895412.125000 Penalty: 4448.892578
	Iteration 79Q: 3 clusters Score -895412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -895414.937500 Penalty: 4448.892578
	Iteration 80F: 3 clusters Score -895414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -895417.562500 Penalty: 4448.892578
	Iteration 81Q: 3 clusters Score -895417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -895418.750000 Penalty: 4448.892578
	Iteration 82Q: 3 clusters Score -895418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -895418.750000 Penalty: 4448.892578
	Iteration 83F: 3 clusters Score -895418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -34278.347656 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -34278.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33042.539062 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -33042.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33357.054688 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -33357.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33522.906250 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -33522.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33694.140625 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -33694.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33862.121094 Penalty: 2938.430908
	Iteration 4F: 3 clusters Score -33862.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33979.023438 Penalty: 2938.430908
	Iteration 5F: 3 clusters Score -33979.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34099.929688 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -34099.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34170.558594 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -34170.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34209.335938 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -34209.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34209.335938 Penalty: 2938.430908
	Iteration 9F: 3 clusters Score -34209.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Entering Unmasked Estep 
Score: -1410724.250000 Penalty: 2341.243896
	Iteration 0F: 2 clusters Score -1410724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1401423.875000 Penalty: 4682.487793
	Iteration 0F: 3 clusters Score -1401424 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1404652.500000 Penalty: 4682.487793
	Iteration 1F: 3 clusters Score -1404652 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1405408.375000 Penalty: 4682.487793
	Iteration 2F: 3 clusters Score -1405408 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1406134.750000 Penalty: 4682.487793
	Iteration 3F: 3 clusters Score -1406135 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1406813.125000 Penalty: 4682.487793
	Iteration 4F: 3 clusters Score -1406813 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1407352.625000 Penalty: 4682.487793
	Iteration 5F: 3 clusters Score -1407353 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1407709.875000 Penalty: 4682.487793
	Iteration 6F: 3 clusters Score -1407710 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1407918.875000 Penalty: 4682.487793
	Iteration 7Q: 3 clusters Score -1407919 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1408041.375000 Penalty: 4682.487793
	Iteration 8Q: 3 clusters Score -1408041 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1408114.375000 Penalty: 4682.487793
	Iteration 9Q: 3 clusters Score -1408114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1408163.875000 Penalty: 4682.487793
	Iteration 10Q: 3 clusters Score -1408164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1408197.375000 Penalty: 4682.487793
	Iteration 11Q: 3 clusters Score -1408197 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1408220.375000 Penalty: 4682.487793
	Iteration 12Q: 3 clusters Score -1408220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1408235.625000 Penalty: 4682.487793
	Iteration 13Q: 3 clusters Score -1408236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1408247.000000 Penalty: 4682.487793
	Iteration 14Q: 3 clusters Score -1408247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1408255.250000 Penalty: 4682.487793
	Iteration 15Q: 3 clusters Score -1408255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1408258.750000 Penalty: 4682.487793
	Iteration 16Q: 3 clusters Score -1408259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1408265.500000 Penalty: 4682.487793
	Iteration 17Q: 3 clusters Score -1408266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1408272.250000 Penalty: 4682.487793
	Iteration 18Q: 3 clusters Score -1408272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1408276.250000 Penalty: 4682.487793
	Iteration 19Q: 3 clusters Score -1408276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1408276.000000 Penalty: 4682.487793
	Iteration 20F: 3 clusters Score -1408276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1408282.125000 Penalty: 4682.487793
	Iteration 21Q: 3 clusters Score -1408282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1408279.500000 Penalty: 4682.487793
	Iteration 22Q: 3 clusters Score -1408280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1408283.875000 Penalty: 4682.487793
	Iteration 23Q: 3 clusters Score -1408284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1408284.750000 Penalty: 4682.487793
	Iteration 24Q: 3 clusters Score -1408285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1408288.125000 Penalty: 4682.487793
	Iteration 25Q: 3 clusters Score -1408288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1408287.375000 Penalty: 4682.487793
	Iteration 26Q: 3 clusters Score -1408287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1408290.500000 Penalty: 4682.487793
	Iteration 27Q: 3 clusters Score -1408290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1408291.875000 Penalty: 4682.487793
	Iteration 28Q: 3 clusters Score -1408292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1408292.625000 Penalty: 4682.487793
	Iteration 29Q: 3 clusters Score -1408293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1408294.125000 Penalty: 4682.487793
	Iteration 30Q: 3 clusters Score -1408294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1408293.500000 Penalty: 4682.487793
	Iteration 31Q: 3 clusters Score -1408294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1408295.375000 Penalty: 4682.487793
	Iteration 32Q: 3 clusters Score -1408295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1408295.375000 Penalty: 4682.487793
	Iteration 33F: 3 clusters Score -1408295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Entering Unmasked Estep 
Score: -1905856.375000 Penalty: 2408.957275
	Iteration 0F: 2 clusters Score -1905856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1894060.000000 Penalty: 4817.914551
	Iteration 0F: 3 clusters Score -1894060 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1897939.125000 Penalty: 4817.914551
	Iteration 1F: 3 clusters Score -1897939 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1898319.875000 Penalty: 4817.914551
	Iteration 2F: 3 clusters Score -1898320 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1898652.000000 Penalty: 4817.914551
	Iteration 3Q: 3 clusters Score -1898652 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1899042.750000 Penalty: 4817.914551
	Iteration 4Q: 3 clusters Score -1899043 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1899485.500000 Penalty: 4817.914551
	Iteration 5F: 3 clusters Score -1899486 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1900024.125000 Penalty: 4817.914551
	Iteration 6F: 3 clusters Score -1900024 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1900665.125000 Penalty: 4817.914551
	Iteration 7F: 3 clusters Score -1900665 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1901373.250000 Penalty: 4817.914551
	Iteration 8F: 3 clusters Score -1901373 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1902052.875000 Penalty: 4817.914551
	Iteration 9F: 3 clusters Score -1902053 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1902598.375000 Penalty: 4817.914551
	Iteration 10Q: 3 clusters Score -1902598 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1902957.750000 Penalty: 4817.914551
	Iteration 11Q: 3 clusters Score -1902958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1903205.750000 Penalty: 4817.914551
	Iteration 12Q: 3 clusters Score -1903206 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1903401.250000 Penalty: 4817.914551
	Iteration 13Q: 3 clusters Score -1903401 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1903515.875000 Penalty: 4817.914551
	Iteration 14Q: 3 clusters Score -1903516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1903601.875000 Penalty: 4817.914551
	Iteration 15Q: 3 clusters Score -1903602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1903659.625000 Penalty: 4817.914551
	Iteration 16Q: 3 clusters Score -1903660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1903697.625000 Penalty: 4817.914551
	Iteration 17Q: 3 clusters Score -1903698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1903715.500000 Penalty: 4817.914551
	Iteration 18Q: 3 clusters Score -1903716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1903743.250000 Penalty: 4817.914551
	Iteration 19Q: 3 clusters Score -1903743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1903758.875000 Penalty: 4817.914551
	Iteration 20F: 3 clusters Score -1903759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1903765.750000 Penalty: 4817.914551
	Iteration 21Q: 3 clusters Score -1903766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1903783.750000 Penalty: 4817.914551
	Iteration 22Q: 3 clusters Score -1903784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1903795.625000 Penalty: 4817.914551
	Iteration 23Q: 3 clusters Score -1903796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1903801.000000 Penalty: 4817.914551
	Iteration 24Q: 3 clusters Score -1903801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1903807.125000 Penalty: 4817.914551
	Iteration 25Q: 3 clusters Score -1903807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1903816.000000 Penalty: 4817.914551
	Iteration 26Q: 3 clusters Score -1903816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1903824.000000 Penalty: 4817.914551
	Iteration 27Q: 3 clusters Score -1903824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1903830.250000 Penalty: 4817.914551
	Iteration 28Q: 3 clusters Score -1903830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1903833.375000 Penalty: 4817.914551
	Iteration 29Q: 3 clusters Score -1903833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1903835.125000 Penalty: 4817.914551
	Iteration 30Q: 3 clusters Score -1903835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1903835.750000 Penalty: 4817.914551
	Iteration 31Q: 3 clusters Score -1903836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1903838.125000 Penalty: 4817.914551
	Iteration 32Q: 3 clusters Score -1903838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1903842.000000 Penalty: 4817.914551
	Iteration 33Q: 3 clusters Score -1903842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1903847.625000 Penalty: 4817.914551
	Iteration 34Q: 3 clusters Score -1903848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1903847.125000 Penalty: 4817.914551
	Iteration 35Q: 3 clusters Score -1903847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1903847.125000 Penalty: 4817.914551
	Iteration 36F: 3 clusters Score -1903847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Entering Unmasked Estep 
Score: -3356215.250000 Penalty: 2577.225098
	Iteration 0F: 2 clusters Score -3356215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3333887.500000 Penalty: 5154.450195
	Iteration 0F: 3 clusters Score -3333888 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3342338.500000 Penalty: 5154.450195
	Iteration 1F: 3 clusters Score -3342338 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3343480.750000 Penalty: 5154.450195
	Iteration 2F: 3 clusters Score -3343481 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3344862.500000 Penalty: 5154.450195
	Iteration 3F: 3 clusters Score -3344862 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3346365.250000 Penalty: 5154.450195
	Iteration 4F: 3 clusters Score -3346365 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3347673.750000 Penalty: 5154.450195
	Iteration 5F: 3 clusters Score -3347674 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3348683.500000 Penalty: 5154.450195
	Iteration 6F: 3 clusters Score -3348684 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3349471.000000 Penalty: 5154.450195
	Iteration 7Q: 3 clusters Score -3349471 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3350009.750000 Penalty: 5154.450195
	Iteration 8Q: 3 clusters Score -3350010 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3350418.500000 Penalty: 5154.450195
	Iteration 9Q: 3 clusters Score -3350418 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3350810.750000 Penalty: 5154.450195
	Iteration 10Q: 3 clusters Score -3350811 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3351204.250000 Penalty: 5154.450195
	Iteration 11Q: 3 clusters Score -3351204 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3351577.000000 Penalty: 5154.450195
	Iteration 12Q: 3 clusters Score -3351577 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3351980.500000 Penalty: 5154.450195
	Iteration 13Q: 3 clusters Score -3351980 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3352345.000000 Penalty: 5154.450195
	Iteration 14Q: 3 clusters Score -3352345 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3352727.750000 Penalty: 5154.450195
	Iteration 15Q: 3 clusters Score -3352728 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3353066.750000 Penalty: 5154.450195
	Iteration 16Q: 3 clusters Score -3353067 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3353375.500000 Penalty: 5154.450195
	Iteration 17Q: 3 clusters Score -3353376 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3353674.500000 Penalty: 5154.450195
	Iteration 18Q: 3 clusters Score -3353674 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3353921.000000 Penalty: 5154.450195
	Iteration 19Q: 3 clusters Score -3353921 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3354095.750000 Penalty: 5154.450195
	Iteration 20F: 3 clusters Score -3354096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3354230.750000 Penalty: 5154.450195
	Iteration 21Q: 3 clusters Score -3354231 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3354344.000000 Penalty: 5154.450195
	Iteration 22Q: 3 clusters Score -3354344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3354417.500000 Penalty: 5154.450195
	Iteration 23Q: 3 clusters Score -3354418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3354469.500000 Penalty: 5154.450195
	Iteration 24Q: 3 clusters Score -3354470 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3354525.000000 Penalty: 5154.450195
	Iteration 25Q: 3 clusters Score -3354525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3354578.250000 Penalty: 5154.450195
	Iteration 26Q: 3 clusters Score -3354578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3354615.250000 Penalty: 5154.450195
	Iteration 27Q: 3 clusters Score -3354615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3354673.750000 Penalty: 5154.450195
	Iteration 28Q: 3 clusters Score -3354674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3354737.250000 Penalty: 5154.450195
	Iteration 29Q: 3 clusters Score -3354737 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3354813.750000 Penalty: 5154.450195
	Iteration 30Q: 3 clusters Score -3354814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3354888.500000 Penalty: 5154.450195
	Iteration 31Q: 3 clusters Score -3354888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3354940.500000 Penalty: 5154.450195
	Iteration 32Q: 3 clusters Score -3354940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3354973.000000 Penalty: 5154.450195
	Iteration 33Q: 3 clusters Score -3354973 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3354994.750000 Penalty: 5154.450195
	Iteration 34Q: 3 clusters Score -3354995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3355018.000000 Penalty: 5154.450195
	Iteration 35Q: 3 clusters Score -3355018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3355039.250000 Penalty: 5154.450195
	Iteration 36Q: 3 clusters Score -3355039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3355059.750000 Penalty: 5154.450195
	Iteration 37Q: 3 clusters Score -3355060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3355088.750000 Penalty: 5154.450195
	Iteration 38Q: 3 clusters Score -3355089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3355113.250000 Penalty: 5154.450195
	Iteration 39Q: 3 clusters Score -3355113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3355141.750000 Penalty: 5154.450195
	Iteration 40F: 3 clusters Score -3355142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3355163.500000 Penalty: 5154.450195
	Iteration 41Q: 3 clusters Score -3355164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3355184.250000 Penalty: 5154.450195
	Iteration 42Q: 3 clusters Score -3355184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3355222.750000 Penalty: 5154.450195
	Iteration 43Q: 3 clusters Score -3355223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3355249.500000 Penalty: 5154.450195
	Iteration 44Q: 3 clusters Score -3355250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3355263.500000 Penalty: 5154.450195
	Iteration 45Q: 3 clusters Score -3355264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3355289.000000 Penalty: 5154.450195
	Iteration 46Q: 3 clusters Score -3355289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3355312.000000 Penalty: 5154.450195
	Iteration 47Q: 3 clusters Score -3355312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3355333.250000 Penalty: 5154.450195
	Iteration 48Q: 3 clusters Score -3355333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3355350.500000 Penalty: 5154.450195
	Iteration 49Q: 3 clusters Score -3355350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3355365.750000 Penalty: 5154.450195
	Iteration 50Q: 3 clusters Score -3355366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3355384.250000 Penalty: 5154.450195
	Iteration 51Q: 3 clusters Score -3355384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3355403.500000 Penalty: 5154.450195
	Iteration 52Q: 3 clusters Score -3355404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3355416.500000 Penalty: 5154.450195
	Iteration 53Q: 3 clusters Score -3355416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3355428.000000 Penalty: 5154.450195
	Iteration 54Q: 3 clusters Score -3355428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3355432.250000 Penalty: 5154.450195
	Iteration 55Q: 3 clusters Score -3355432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3355446.500000 Penalty: 5154.450195
	Iteration 56Q: 3 clusters Score -3355446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3355451.250000 Penalty: 5154.450195
	Iteration 57Q: 3 clusters Score -3355451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3355457.250000 Penalty: 5154.450195
	Iteration 58Q: 3 clusters Score -3355457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3355459.000000 Penalty: 5154.450195
	Iteration 59Q: 3 clusters Score -3355459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3355463.750000 Penalty: 5154.450195
	Iteration 60F: 3 clusters Score -3355464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3355466.750000 Penalty: 5154.450195
	Iteration 61Q: 3 clusters Score -3355467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3355470.250000 Penalty: 5154.450195
	Iteration 62Q: 3 clusters Score -3355470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3355467.250000 Penalty: 5154.450195
	Iteration 63Q: 3 clusters Score -3355467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3355468.000000 Penalty: 5154.450195
	Iteration 64Q: 3 clusters Score -3355468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3355470.750000 Penalty: 5154.450195
	Iteration 65Q: 3 clusters Score -3355471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3355470.750000 Penalty: 5154.450195
	Iteration 66F: 3 clusters Score -3355471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -614705.500000 Penalty: 2135.042725
	Iteration 0F: 2 clusters Score -614705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -609881.062500 Penalty: 4270.085449
	Iteration 0F: 3 clusters Score -609881.1 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -611267.625000 Penalty: 4270.085449
	Iteration 1F: 3 clusters Score -611267.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -611939.062500 Penalty: 4270.085449
	Iteration 2F: 3 clusters Score -611939.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -612699.500000 Penalty: 4270.085449
	Iteration 3F: 3 clusters Score -612699.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -613291.812500 Penalty: 4270.085449
	Iteration 4F: 3 clusters Score -613291.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -613617.062500 Penalty: 4270.085449
	Iteration 5F: 3 clusters Score -613617.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -613802.312500 Penalty: 4270.085449
	Iteration 6Q: 3 clusters Score -613802.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -613924.375000 Penalty: 4270.085449
	Iteration 7Q: 3 clusters Score -613924.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -614010.812500 Penalty: 4270.085449
	Iteration 8Q: 3 clusters Score -614010.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -614086.562500 Penalty: 4270.085449
	Iteration 9Q: 3 clusters Score -614086.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -614129.687500 Penalty: 4270.085449
	Iteration 10Q: 3 clusters Score -614129.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -614165.125000 Penalty: 4270.085449
	Iteration 11Q: 3 clusters Score -614165.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -614199.375000 Penalty: 4270.085449
	Iteration 12Q: 3 clusters Score -614199.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -614221.062500 Penalty: 4270.085449
	Iteration 13Q: 3 clusters Score -614221.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -614237.250000 Penalty: 4270.085449
	Iteration 14Q: 3 clusters Score -614237.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -614249.375000 Penalty: 4270.085449
	Iteration 15Q: 3 clusters Score -614249.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -614259.062500 Penalty: 4270.085449
	Iteration 16Q: 3 clusters Score -614259.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -614266.500000 Penalty: 4270.085449
	Iteration 17Q: 3 clusters Score -614266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -614271.625000 Penalty: 4270.085449
	Iteration 18Q: 3 clusters Score -614271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -614274.312500 Penalty: 4270.085449
	Iteration 19Q: 3 clusters Score -614274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -614277.125000 Penalty: 4270.085449
	Iteration 20F: 3 clusters Score -614277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -614280.625000 Penalty: 4270.085449
	Iteration 21Q: 3 clusters Score -614280.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -614287.125000 Penalty: 4270.085449
	Iteration 22Q: 3 clusters Score -614287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -614288.562500 Penalty: 4270.085449
	Iteration 23Q: 3 clusters Score -614288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -614289.375000 Penalty: 4270.085449
	Iteration 24Q: 3 clusters Score -614289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -614289.937500 Penalty: 4270.085449
	Iteration 25Q: 3 clusters Score -614289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -614290.125000 Penalty: 4270.085449
	Iteration 26Q: 3 clusters Score -614290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -614290.250000 Penalty: 4270.085449
	Iteration 27Q: 3 clusters Score -614290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -614291.062500 Penalty: 4270.085449
	Iteration 28Q: 3 clusters Score -614291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -614292.500000 Penalty: 4270.085449
	Iteration 29Q: 3 clusters Score -614292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -614292.500000 Penalty: 4270.085449
	Iteration 30F: 3 clusters Score -614292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Entering Unmasked Estep 
Score: -3187741.500000 Penalty: 2539.456787
	Iteration 0F: 2 clusters Score -3187742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3168514.250000 Penalty: 5078.913574
	Iteration 0F: 3 clusters Score -3168514 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3175439.000000 Penalty: 5078.913574
	Iteration 1F: 3 clusters Score -3175439 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3176264.500000 Penalty: 5078.913574
	Iteration 2F: 3 clusters Score -3176264 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3177294.500000 Penalty: 5078.913574
	Iteration 3F: 3 clusters Score -3177294 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3178524.000000 Penalty: 5078.913574
	Iteration 4F: 3 clusters Score -3178524 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3179747.250000 Penalty: 5078.913574
	Iteration 5F: 3 clusters Score -3179747 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3180771.000000 Penalty: 5078.913574
	Iteration 6F: 3 clusters Score -3180771 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3181549.500000 Penalty: 5078.913574
	Iteration 7F: 3 clusters Score -3181550 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3182091.250000 Penalty: 5078.913574
	Iteration 8Q: 3 clusters Score -3182091 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3182515.000000 Penalty: 5078.913574
	Iteration 9Q: 3 clusters Score -3182515 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3182806.000000 Penalty: 5078.913574
	Iteration 10Q: 3 clusters Score -3182806 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3183047.250000 Penalty: 5078.913574
	Iteration 11Q: 3 clusters Score -3183047 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3183253.500000 Penalty: 5078.913574
	Iteration 12Q: 3 clusters Score -3183254 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3183451.750000 Penalty: 5078.913574
	Iteration 13Q: 3 clusters Score -3183452 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3183668.250000 Penalty: 5078.913574
	Iteration 14Q: 3 clusters Score -3183668 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3183875.000000 Penalty: 5078.913574
	Iteration 15Q: 3 clusters Score -3183875 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3184125.500000 Penalty: 5078.913574
	Iteration 16Q: 3 clusters Score -3184126 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3184384.500000 Penalty: 5078.913574
	Iteration 17Q: 3 clusters Score -3184384 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3184628.000000 Penalty: 5078.913574
	Iteration 18Q: 3 clusters Score -3184628 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3184854.750000 Penalty: 5078.913574
	Iteration 19Q: 3 clusters Score -3184855 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3185060.000000 Penalty: 5078.913574
	Iteration 20F: 3 clusters Score -3185060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3185183.000000 Penalty: 5078.913574
	Iteration 21Q: 3 clusters Score -3185183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3185318.750000 Penalty: 5078.913574
	Iteration 22Q: 3 clusters Score -3185319 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3185411.250000 Penalty: 5078.913574
	Iteration 23Q: 3 clusters Score -3185411 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3185460.750000 Penalty: 5078.913574
	Iteration 24Q: 3 clusters Score -3185461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3185513.500000 Penalty: 5078.913574
	Iteration 25Q: 3 clusters Score -3185514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3185560.750000 Penalty: 5078.913574
	Iteration 26Q: 3 clusters Score -3185561 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3185582.750000 Penalty: 5078.913574
	Iteration 27Q: 3 clusters Score -3185583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3185605.500000 Penalty: 5078.913574
	Iteration 28Q: 3 clusters Score -3185606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3185625.000000 Penalty: 5078.913574
	Iteration 29Q: 3 clusters Score -3185625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3185641.500000 Penalty: 5078.913574
	Iteration 30Q: 3 clusters Score -3185642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3185658.750000 Penalty: 5078.913574
	Iteration 31Q: 3 clusters Score -3185659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3185665.250000 Penalty: 5078.913574
	Iteration 32Q: 3 clusters Score -3185665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3185678.250000 Penalty: 5078.913574
	Iteration 33Q: 3 clusters Score -3185678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3185678.750000 Penalty: 5078.913574
	Iteration 34Q: 3 clusters Score -3185679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3185686.250000 Penalty: 5078.913574
	Iteration 35Q: 3 clusters Score -3185686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3185693.750000 Penalty: 5078.913574
	Iteration 36Q: 3 clusters Score -3185694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3185698.000000 Penalty: 5078.913574
	Iteration 37Q: 3 clusters Score -3185698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3185700.750000 Penalty: 5078.913574
	Iteration 38Q: 3 clusters Score -3185701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3185708.000000 Penalty: 5078.913574
	Iteration 39Q: 3 clusters Score -3185708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3185719.500000 Penalty: 5078.913574
	Iteration 40F: 3 clusters Score -3185720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3185720.750000 Penalty: 5078.913574
	Iteration 41Q: 3 clusters Score -3185721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3185718.000000 Penalty: 5078.913574
	Iteration 42Q: 3 clusters Score -3185718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3185720.000000 Penalty: 5078.913574
	Iteration 43Q: 3 clusters Score -3185720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3185722.250000 Penalty: 5078.913574
	Iteration 44Q: 3 clusters Score -3185722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3185724.500000 Penalty: 5078.913574
	Iteration 45Q: 3 clusters Score -3185724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3185723.750000 Penalty: 5078.913574
	Iteration 46Q: 3 clusters Score -3185724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3185724.500000 Penalty: 5078.913574
	Iteration 47Q: 3 clusters Score -3185724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3185726.250000 Penalty: 5078.913574
	Iteration 48Q: 3 clusters Score -3185726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3185726.250000 Penalty: 5078.913574
	Iteration 49F: 3 clusters Score -3185726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -251970.015625 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -251970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -248668.046875 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -248668 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -249901.390625 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -249901.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -250489.140625 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -250489.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250878.218750 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -250878.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251071.718750 Penalty: 4019.633301
	Iteration 4F: 3 clusters Score -251071.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251165.000000 Penalty: 4019.633301
	Iteration 5Q: 3 clusters Score -251165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -251261.875000 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -251261.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -251320.671875 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -251320.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -251348.046875 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -251348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251369.656250 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -251369.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251386.656250 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -251386.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -251395.921875 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -251395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251400.625000 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -251400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -251403.984375 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -251404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -251404.671875 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -251404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -251406.156250 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -251406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251409.328125 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -251409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -251413.234375 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -251413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251421.406250 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -251421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251425.578125 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -251425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -251426.734375 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -251426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251434.031250 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -251434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251440.812500 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -251440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251445.531250 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -251445.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251450.500000 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -251450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -251455.312500 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -251455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -251461.093750 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -251461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251466.453125 Penalty: 4019.633301
	Iteration 27Q: 3 clusters Score -251466.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -251474.031250 Penalty: 4019.633301
	Iteration 28Q: 3 clusters Score -251474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -251483.484375 Penalty: 4019.633301
	Iteration 29Q: 3 clusters Score -251483.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251496.578125 Penalty: 4019.633301
	Iteration 30Q: 3 clusters Score -251496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -251510.296875 Penalty: 4019.633301
	Iteration 31Q: 3 clusters Score -251510.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -251528.937500 Penalty: 4019.633301
	Iteration 32Q: 3 clusters Score -251528.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -251549.390625 Penalty: 4019.633301
	Iteration 33Q: 3 clusters Score -251549.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -251574.453125 Penalty: 4019.633301
	Iteration 34Q: 3 clusters Score -251574.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -251590.265625 Penalty: 4019.633301
	Iteration 35Q: 3 clusters Score -251590.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -251598.890625 Penalty: 4019.633301
	Iteration 36Q: 3 clusters Score -251598.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -251615.093750 Penalty: 4019.633301
	Iteration 37Q: 3 clusters Score -251615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -251631.375000 Penalty: 4019.633301
	Iteration 38Q: 3 clusters Score -251631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -251647.312500 Penalty: 4019.633301
	Iteration 39Q: 3 clusters Score -251647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -251655.812500 Penalty: 4019.633301
	Iteration 40F: 3 clusters Score -251655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -251664.734375 Penalty: 4019.633301
	Iteration 41Q: 3 clusters Score -251664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251674.875000 Penalty: 4019.633301
	Iteration 42Q: 3 clusters Score -251674.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -251686.140625 Penalty: 4019.633301
	Iteration 43Q: 3 clusters Score -251686.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -251700.687500 Penalty: 4019.633301
	Iteration 44Q: 3 clusters Score -251700.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251715.484375 Penalty: 4019.633301
	Iteration 45Q: 3 clusters Score -251715.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251728.921875 Penalty: 4019.633301
	Iteration 46Q: 3 clusters Score -251728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251737.546875 Penalty: 4019.633301
	Iteration 47Q: 3 clusters Score -251737.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -251746.734375 Penalty: 4019.633301
	Iteration 48Q: 3 clusters Score -251746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -251754.843750 Penalty: 4019.633301
	Iteration 49Q: 3 clusters Score -251754.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -251766.765625 Penalty: 4019.633301
	Iteration 50Q: 3 clusters Score -251766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -251772.281250 Penalty: 4019.633301
	Iteration 51Q: 3 clusters Score -251772.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -251779.250000 Penalty: 4019.633301
	Iteration 52Q: 3 clusters Score -251779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251782.812500 Penalty: 4019.633301
	Iteration 53Q: 3 clusters Score -251782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -251787.187500 Penalty: 4019.633301
	Iteration 54Q: 3 clusters Score -251787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -251791.937500 Penalty: 4019.633301
	Iteration 55Q: 3 clusters Score -251791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -251797.671875 Penalty: 4019.633301
	Iteration 56Q: 3 clusters Score -251797.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -251803.125000 Penalty: 4019.633301
	Iteration 57Q: 3 clusters Score -251803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -251809.421875 Penalty: 4019.633301
	Iteration 58Q: 3 clusters Score -251809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -251812.437500 Penalty: 4019.633301
	Iteration 59Q: 3 clusters Score -251812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251813.703125 Penalty: 4019.633301
	Iteration 60F: 3 clusters Score -251813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -251820.296875 Penalty: 4019.633301
	Iteration 61Q: 3 clusters Score -251820.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -251827.609375 Penalty: 4019.633301
	Iteration 62Q: 3 clusters Score -251827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -251830.656250 Penalty: 4019.633301
	Iteration 63Q: 3 clusters Score -251830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -251831.921875 Penalty: 4019.633301
	Iteration 64Q: 3 clusters Score -251831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -251833.437500 Penalty: 4019.633301
	Iteration 65Q: 3 clusters Score -251833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -251834.234375 Penalty: 4019.633301
	Iteration 66Q: 3 clusters Score -251834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -251835.203125 Penalty: 4019.633301
	Iteration 67Q: 3 clusters Score -251835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -251837.078125 Penalty: 4019.633301
	Iteration 68Q: 3 clusters Score -251837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251837.328125 Penalty: 4019.633301
	Iteration 69Q: 3 clusters Score -251837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251837.328125 Penalty: 4019.633301
	Iteration 70F: 3 clusters Score -251837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -1533228.625000 Penalty: 2356.912842
	Iteration 0F: 2 clusters Score -1533229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1523500.500000 Penalty: 4713.825684
	Iteration 0F: 3 clusters Score -1523500 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1526767.875000 Penalty: 4713.825684
	Iteration 1F: 3 clusters Score -1526768 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1527311.250000 Penalty: 4713.825684
	Iteration 2F: 3 clusters Score -1527311 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1527885.250000 Penalty: 4713.825684
	Iteration 3F: 3 clusters Score -1527885 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1528494.625000 Penalty: 4713.825684
	Iteration 4F: 3 clusters Score -1528495 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1529048.750000 Penalty: 4713.825684
	Iteration 5F: 3 clusters Score -1529049 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1529526.625000 Penalty: 4713.825684
	Iteration 6F: 3 clusters Score -1529527 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1529959.125000 Penalty: 4713.825684
	Iteration 7Q: 3 clusters Score -1529959 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1530314.000000 Penalty: 4713.825684
	Iteration 8Q: 3 clusters Score -1530314 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1530553.875000 Penalty: 4713.825684
	Iteration 9Q: 3 clusters Score -1530554 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1530700.250000 Penalty: 4713.825684
	Iteration 10Q: 3 clusters Score -1530700 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1530832.125000 Penalty: 4713.825684
	Iteration 11Q: 3 clusters Score -1530832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1530927.000000 Penalty: 4713.825684
	Iteration 12Q: 3 clusters Score -1530927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1530990.625000 Penalty: 4713.825684
	Iteration 13Q: 3 clusters Score -1530991 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1531022.000000 Penalty: 4713.825684
	Iteration 14Q: 3 clusters Score -1531022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1531042.750000 Penalty: 4713.825684
	Iteration 15Q: 3 clusters Score -1531043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1531063.125000 Penalty: 4713.825684
	Iteration 16Q: 3 clusters Score -1531063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1531079.500000 Penalty: 4713.825684
	Iteration 17Q: 3 clusters Score -1531080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1531096.625000 Penalty: 4713.825684
	Iteration 18Q: 3 clusters Score -1531097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1531115.500000 Penalty: 4713.825684
	Iteration 19Q: 3 clusters Score -1531116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1531130.000000 Penalty: 4713.825684
	Iteration 20F: 3 clusters Score -1531130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1531140.000000 Penalty: 4713.825684
	Iteration 21Q: 3 clusters Score -1531140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1531148.625000 Penalty: 4713.825684
	Iteration 22Q: 3 clusters Score -1531149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1531155.625000 Penalty: 4713.825684
	Iteration 23Q: 3 clusters Score -1531156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1531159.500000 Penalty: 4713.825684
	Iteration 24Q: 3 clusters Score -1531160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1531170.125000 Penalty: 4713.825684
	Iteration 25Q: 3 clusters Score -1531170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1531176.625000 Penalty: 4713.825684
	Iteration 26Q: 3 clusters Score -1531177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1531176.375000 Penalty: 4713.825684
	Iteration 27Q: 3 clusters Score -1531176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1531179.250000 Penalty: 4713.825684
	Iteration 28Q: 3 clusters Score -1531179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1531181.875000 Penalty: 4713.825684
	Iteration 29Q: 3 clusters Score -1531182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1531182.750000 Penalty: 4713.825684
	Iteration 30Q: 3 clusters Score -1531183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1531184.375000 Penalty: 4713.825684
	Iteration 31Q: 3 clusters Score -1531184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1531188.500000 Penalty: 4713.825684
	Iteration 32Q: 3 clusters Score -1531188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1531190.000000 Penalty: 4713.825684
	Iteration 33Q: 3 clusters Score -1531190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1531190.000000 Penalty: 4713.825684
	Iteration 34F: 3 clusters Score -1531190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Entering Unmasked Estep 
Score: -1736248.625000 Penalty: 2385.116211
	Iteration 0F: 2 clusters Score -1736249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1725401.875000 Penalty: 4770.232422
	Iteration 0F: 3 clusters Score -1725402 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1728850.625000 Penalty: 4770.232422
	Iteration 1F: 3 clusters Score -1728851 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1729223.125000 Penalty: 4770.232422
	Iteration 2F: 3 clusters Score -1729223 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1729494.125000 Penalty: 4770.232422
	Iteration 3Q: 3 clusters Score -1729494 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1729744.500000 Penalty: 4770.232422
	Iteration 4Q: 3 clusters Score -1729744 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1729969.250000 Penalty: 4770.232422
	Iteration 5Q: 3 clusters Score -1729969 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1730220.500000 Penalty: 4770.232422
	Iteration 6Q: 3 clusters Score -1730220 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1730499.500000 Penalty: 4770.232422
	Iteration 7Q: 3 clusters Score -1730500 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1730846.000000 Penalty: 4770.232422
	Iteration 8Q: 3 clusters Score -1730846 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1731297.375000 Penalty: 4770.232422
	Iteration 9Q: 3 clusters Score -1731297 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1731795.750000 Penalty: 4770.232422
	Iteration 10Q: 3 clusters Score -1731796 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1732303.000000 Penalty: 4770.232422
	Iteration 11Q: 3 clusters Score -1732303 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1732797.375000 Penalty: 4770.232422
	Iteration 12Q: 3 clusters Score -1732797 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1733225.000000 Penalty: 4770.232422
	Iteration 13Q: 3 clusters Score -1733225 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1733519.375000 Penalty: 4770.232422
	Iteration 14Q: 3 clusters Score -1733519 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1733735.625000 Penalty: 4770.232422
	Iteration 15Q: 3 clusters Score -1733736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1733870.250000 Penalty: 4770.232422
	Iteration 16Q: 3 clusters Score -1733870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1733955.375000 Penalty: 4770.232422
	Iteration 17Q: 3 clusters Score -1733955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1734011.625000 Penalty: 4770.232422
	Iteration 18Q: 3 clusters Score -1734012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1734054.750000 Penalty: 4770.232422
	Iteration 19Q: 3 clusters Score -1734055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1734075.250000 Penalty: 4770.232422
	Iteration 20F: 3 clusters Score -1734075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1734096.000000 Penalty: 4770.232422
	Iteration 21Q: 3 clusters Score -1734096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1734116.500000 Penalty: 4770.232422
	Iteration 22Q: 3 clusters Score -1734116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1734129.250000 Penalty: 4770.232422
	Iteration 23Q: 3 clusters Score -1734129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1734142.125000 Penalty: 4770.232422
	Iteration 24Q: 3 clusters Score -1734142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1734154.250000 Penalty: 4770.232422
	Iteration 25Q: 3 clusters Score -1734154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1734158.875000 Penalty: 4770.232422
	Iteration 26Q: 3 clusters Score -1734159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1734166.750000 Penalty: 4770.232422
	Iteration 27Q: 3 clusters Score -1734167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1734170.875000 Penalty: 4770.232422
	Iteration 28Q: 3 clusters Score -1734171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1734174.000000 Penalty: 4770.232422
	Iteration 29Q: 3 clusters Score -1734174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1734182.250000 Penalty: 4770.232422
	Iteration 30Q: 3 clusters Score -1734182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1734183.750000 Penalty: 4770.232422
	Iteration 31Q: 3 clusters Score -1734184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1734186.625000 Penalty: 4770.232422
	Iteration 32Q: 3 clusters Score -1734187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1734183.750000 Penalty: 4770.232422
	Iteration 33Q: 3 clusters Score -1734184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1734187.375000 Penalty: 4770.232422
	Iteration 34Q: 3 clusters Score -1734187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1734186.750000 Penalty: 4770.232422
	Iteration 35Q: 3 clusters Score -1734187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1734192.875000 Penalty: 4770.232422
	Iteration 36Q: 3 clusters Score -1734193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1734197.250000 Penalty: 4770.232422
	Iteration 37Q: 3 clusters Score -1734197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1734199.125000 Penalty: 4770.232422
	Iteration 38Q: 3 clusters Score -1734199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1734201.125000 Penalty: 4770.232422
	Iteration 39Q: 3 clusters Score -1734201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1734207.000000 Penalty: 4770.232422
	Iteration 40F: 3 clusters Score -1734207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1734210.750000 Penalty: 4770.232422
	Iteration 41Q: 3 clusters Score -1734211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1734213.750000 Penalty: 4770.232422
	Iteration 42Q: 3 clusters Score -1734214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1734222.750000 Penalty: 4770.232422
	Iteration 43Q: 3 clusters Score -1734223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1734223.375000 Penalty: 4770.232422
	Iteration 44Q: 3 clusters Score -1734223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1734224.750000 Penalty: 4770.232422
	Iteration 45Q: 3 clusters Score -1734225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1734223.375000 Penalty: 4770.232422
	Iteration 46Q: 3 clusters Score -1734223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1734223.375000 Penalty: 4770.232422
	Iteration 47F: 3 clusters Score -1734223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -339508.093750 Penalty: 2001.274536
	Iteration 0F: 2 clusters Score -339508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -336137.156250 Penalty: 4002.549072
	Iteration 0F: 3 clusters Score -336137.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -336886.062500 Penalty: 4002.549072
	Iteration 1F: 3 clusters Score -336886.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -337088.687500 Penalty: 4002.549072
	Iteration 2F: 3 clusters Score -337088.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -337241.968750 Penalty: 4002.549072
	Iteration 3F: 3 clusters Score -337242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337347.281250 Penalty: 4002.549072
	Iteration 4Q: 3 clusters Score -337347.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337463.625000 Penalty: 4002.549072
	Iteration 5Q: 3 clusters Score -337463.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -337588.843750 Penalty: 4002.549072
	Iteration 6Q: 3 clusters Score -337588.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337742.500000 Penalty: 4002.549072
	Iteration 7Q: 3 clusters Score -337742.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337947.062500 Penalty: 4002.549072
	Iteration 8F: 3 clusters Score -337947.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -338147.593750 Penalty: 4002.549072
	Iteration 9F: 3 clusters Score -338147.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -338336.218750 Penalty: 4002.549072
	Iteration 10Q: 3 clusters Score -338336.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338522.125000 Penalty: 4002.549072
	Iteration 11Q: 3 clusters Score -338522.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -338636.375000 Penalty: 4002.549072
	Iteration 12Q: 3 clusters Score -338636.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -338734.312500 Penalty: 4002.549072
	Iteration 13Q: 3 clusters Score -338734.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -338790.750000 Penalty: 4002.549072
	Iteration 14Q: 3 clusters Score -338790.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -338824.375000 Penalty: 4002.549072
	Iteration 15Q: 3 clusters Score -338824.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -338844.125000 Penalty: 4002.549072
	Iteration 16Q: 3 clusters Score -338844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -338857.093750 Penalty: 4002.549072
	Iteration 17Q: 3 clusters Score -338857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -338864.062500 Penalty: 4002.549072
	Iteration 18Q: 3 clusters Score -338864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -338869.468750 Penalty: 4002.549072
	Iteration 19Q: 3 clusters Score -338869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -338871.812500 Penalty: 4002.549072
	Iteration 20F: 3 clusters Score -338871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -338872.312500 Penalty: 4002.549072
	Iteration 21Q: 3 clusters Score -338872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -338873.218750 Penalty: 4002.549072
	Iteration 22Q: 3 clusters Score -338873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -338875.093750 Penalty: 4002.549072
	Iteration 23Q: 3 clusters Score -338875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -338875.718750 Penalty: 4002.549072
	Iteration 24Q: 3 clusters Score -338875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -338876.843750 Penalty: 4002.549072
	Iteration 25Q: 3 clusters Score -338876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -338876.843750 Penalty: 4002.549072
	Iteration 26F: 3 clusters Score -338876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -258850.468750 Penalty: 1970.497681
	Iteration 0F: 2 clusters Score -258850.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -255726.781250 Penalty: 3940.995361
	Iteration 0F: 3 clusters Score -255726.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -256452.000000 Penalty: 3940.995361
	Iteration 1F: 3 clusters Score -256452 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -256741.812500 Penalty: 3940.995361
	Iteration 2F: 3 clusters Score -256741.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256922.171875 Penalty: 3940.995361
	Iteration 3F: 3 clusters Score -256922.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -257071.750000 Penalty: 3940.995361
	Iteration 4F: 3 clusters Score -257071.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257207.718750 Penalty: 3940.995361
	Iteration 5Q: 3 clusters Score -257207.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -257331.390625 Penalty: 3940.995361
	Iteration 6Q: 3 clusters Score -257331.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -257438.203125 Penalty: 3940.995361
	Iteration 7Q: 3 clusters Score -257438.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257508.500000 Penalty: 3940.995361
	Iteration 8Q: 3 clusters Score -257508.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -257567.125000 Penalty: 3940.995361
	Iteration 9Q: 3 clusters Score -257567.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -257601.265625 Penalty: 3940.995361
	Iteration 10Q: 3 clusters Score -257601.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257625.859375 Penalty: 3940.995361
	Iteration 11Q: 3 clusters Score -257625.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -257647.671875 Penalty: 3940.995361
	Iteration 12Q: 3 clusters Score -257647.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -257665.890625 Penalty: 3940.995361
	Iteration 13Q: 3 clusters Score -257665.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257685.906250 Penalty: 3940.995361
	Iteration 14Q: 3 clusters Score -257685.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -257702.937500 Penalty: 3940.995361
	Iteration 15Q: 3 clusters Score -257702.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -257720.265625 Penalty: 3940.995361
	Iteration 16Q: 3 clusters Score -257720.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -257728.390625 Penalty: 3940.995361
	Iteration 17Q: 3 clusters Score -257728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -257736.500000 Penalty: 3940.995361
	Iteration 18Q: 3 clusters Score -257736.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -257744.234375 Penalty: 3940.995361
	Iteration 19Q: 3 clusters Score -257744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257752.453125 Penalty: 3940.995361
	Iteration 20F: 3 clusters Score -257752.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -257766.093750 Penalty: 3940.995361
	Iteration 21Q: 3 clusters Score -257766.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257780.328125 Penalty: 3940.995361
	Iteration 22Q: 3 clusters Score -257780.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -257795.171875 Penalty: 3940.995361
	Iteration 23Q: 3 clusters Score -257795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257805.546875 Penalty: 3940.995361
	Iteration 24Q: 3 clusters Score -257805.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -257824.125000 Penalty: 3940.995361
	Iteration 25Q: 3 clusters Score -257824.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257844.562500 Penalty: 3940.995361
	Iteration 26Q: 3 clusters Score -257844.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -257865.171875 Penalty: 3940.995361
	Iteration 27Q: 3 clusters Score -257865.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -257884.578125 Penalty: 3940.995361
	Iteration 28Q: 3 clusters Score -257884.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -257899.984375 Penalty: 3940.995361
	Iteration 29Q: 3 clusters Score -257900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -257912.484375 Penalty: 3940.995361
	Iteration 30Q: 3 clusters Score -257912.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -257921.531250 Penalty: 3940.995361
	Iteration 31Q: 3 clusters Score -257921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -257928.468750 Penalty: 3940.995361
	Iteration 32Q: 3 clusters Score -257928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -257933.484375 Penalty: 3940.995361
	Iteration 33Q: 3 clusters Score -257933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -257936.625000 Penalty: 3940.995361
	Iteration 34Q: 3 clusters Score -257936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -257939.375000 Penalty: 3940.995361
	Iteration 35Q: 3 clusters Score -257939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -257940.968750 Penalty: 3940.995361
	Iteration 36Q: 3 clusters Score -257941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -257943.156250 Penalty: 3940.995361
	Iteration 37Q: 3 clusters Score -257943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -257944.437500 Penalty: 3940.995361
	Iteration 38Q: 3 clusters Score -257944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257946.187500 Penalty: 3940.995361
	Iteration 39Q: 3 clusters Score -257946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -257947.109375 Penalty: 3940.995361
	Iteration 40F: 3 clusters Score -257947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -257947.500000 Penalty: 3940.995361
	Iteration 41Q: 3 clusters Score -257947.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -257947.906250 Penalty: 3940.995361
	Iteration 42Q: 3 clusters Score -257947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -257947.906250 Penalty: 3940.995361
	Iteration 43F: 3 clusters Score -257947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -597673.250000 Penalty: 2137.921631
	Iteration 0F: 2 clusters Score -597673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -592801.687500 Penalty: 4275.843262
	Iteration 0F: 3 clusters Score -592801.7 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -594065.250000 Penalty: 4275.843262
	Iteration 1F: 3 clusters Score -594065.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -594392.375000 Penalty: 4275.843262
	Iteration 2F: 3 clusters Score -594392.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -594621.875000 Penalty: 4275.843262
	Iteration 3F: 3 clusters Score -594621.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -594811.375000 Penalty: 4275.843262
	Iteration 4Q: 3 clusters Score -594811.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -595001.062500 Penalty: 4275.843262
	Iteration 5Q: 3 clusters Score -595001.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -595164.937500 Penalty: 4275.843262
	Iteration 6Q: 3 clusters Score -595164.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -595298.250000 Penalty: 4275.843262
	Iteration 7Q: 3 clusters Score -595298.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -595395.437500 Penalty: 4275.843262
	Iteration 8Q: 3 clusters Score -595395.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -595471.000000 Penalty: 4275.843262
	Iteration 9Q: 3 clusters Score -595471 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -595531.062500 Penalty: 4275.843262
	Iteration 10Q: 3 clusters Score -595531.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -595583.500000 Penalty: 4275.843262
	Iteration 11Q: 3 clusters Score -595583.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -595631.625000 Penalty: 4275.843262
	Iteration 12Q: 3 clusters Score -595631.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -595671.437500 Penalty: 4275.843262
	Iteration 13Q: 3 clusters Score -595671.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -595699.250000 Penalty: 4275.843262
	Iteration 14Q: 3 clusters Score -595699.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -595722.187500 Penalty: 4275.843262
	Iteration 15Q: 3 clusters Score -595722.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -595739.562500 Penalty: 4275.843262
	Iteration 16Q: 3 clusters Score -595739.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -595749.187500 Penalty: 4275.843262
	Iteration 17Q: 3 clusters Score -595749.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -595757.062500 Penalty: 4275.843262
	Iteration 18Q: 3 clusters Score -595757.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -595767.437500 Penalty: 4275.843262
	Iteration 19Q: 3 clusters Score -595767.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -595778.187500 Penalty: 4275.843262
	Iteration 20F: 3 clusters Score -595778.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -595785.250000 Penalty: 4275.843262
	Iteration 21Q: 3 clusters Score -595785.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -595795.687500 Penalty: 4275.843262
	Iteration 22Q: 3 clusters Score -595795.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -595805.812500 Penalty: 4275.843262
	Iteration 23Q: 3 clusters Score -595805.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -595818.000000 Penalty: 4275.843262
	Iteration 24Q: 3 clusters Score -595818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -595825.437500 Penalty: 4275.843262
	Iteration 25Q: 3 clusters Score -595825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -595833.750000 Penalty: 4275.843262
	Iteration 26Q: 3 clusters Score -595833.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -595842.750000 Penalty: 4275.843262
	Iteration 27Q: 3 clusters Score -595842.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -595852.812500 Penalty: 4275.843262
	Iteration 28Q: 3 clusters Score -595852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -595863.000000 Penalty: 4275.843262
	Iteration 29Q: 3 clusters Score -595863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -595870.375000 Penalty: 4275.843262
	Iteration 30Q: 3 clusters Score -595870.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -595879.250000 Penalty: 4275.843262
	Iteration 31Q: 3 clusters Score -595879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -595882.562500 Penalty: 4275.843262
	Iteration 32Q: 3 clusters Score -595882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -595886.687500 Penalty: 4275.843262
	Iteration 33Q: 3 clusters Score -595886.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -595887.687500 Penalty: 4275.843262
	Iteration 34Q: 3 clusters Score -595887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -595890.750000 Penalty: 4275.843262
	Iteration 35Q: 3 clusters Score -595890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -595891.125000 Penalty: 4275.843262
	Iteration 36Q: 3 clusters Score -595891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -595892.312500 Penalty: 4275.843262
	Iteration 37Q: 3 clusters Score -595892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -595895.812500 Penalty: 4275.843262
	Iteration 38Q: 3 clusters Score -595895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -595899.000000 Penalty: 4275.843262
	Iteration 39Q: 3 clusters Score -595899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -595900.750000 Penalty: 4275.843262
	Iteration 40F: 3 clusters Score -595900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -595901.687500 Penalty: 4275.843262
	Iteration 41Q: 3 clusters Score -595901.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -595905.000000 Penalty: 4275.843262
	Iteration 42Q: 3 clusters Score -595905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -595905.937500 Penalty: 4275.843262
	Iteration 43Q: 3 clusters Score -595905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -595907.250000 Penalty: 4275.843262
	Iteration 44Q: 3 clusters Score -595907.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -595909.062500 Penalty: 4275.843262
	Iteration 45Q: 3 clusters Score -595909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -595912.687500 Penalty: 4275.843262
	Iteration 46Q: 3 clusters Score -595912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -595915.250000 Penalty: 4275.843262
	Iteration 47Q: 3 clusters Score -595915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -595915.125000 Penalty: 4275.843262
	Iteration 48Q: 3 clusters Score -595915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -595916.000000 Penalty: 4275.843262
	Iteration 49Q: 3 clusters Score -595916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -595918.187500 Penalty: 4275.843262
	Iteration 50Q: 3 clusters Score -595918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -595917.437500 Penalty: 4275.843262
	Iteration 51Q: 3 clusters Score -595917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -595917.437500 Penalty: 4275.843262
	Iteration 52F: 3 clusters Score -595917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Entering Unmasked Estep 
Score: -3456904.500000 Penalty: 2562.526123
	Iteration 0F: 2 clusters Score -3456904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3435783.500000 Penalty: 5125.052246
	Iteration 0F: 3 clusters Score -3435784 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3443525.500000 Penalty: 5125.052246
	Iteration 1F: 3 clusters Score -3443526 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3444035.500000 Penalty: 5125.052246
	Iteration 2Q: 3 clusters Score -3444036 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3444503.750000 Penalty: 5125.052246
	Iteration 3Q: 3 clusters Score -3444504 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3445005.250000 Penalty: 5125.052246
	Iteration 4Q: 3 clusters Score -3445005 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3445633.500000 Penalty: 5125.052246
	Iteration 5Q: 3 clusters Score -3445634 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3446572.750000 Penalty: 5125.052246
	Iteration 6F: 3 clusters Score -3446573 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3447828.500000 Penalty: 5125.052246
	Iteration 7F: 3 clusters Score -3447828 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3449371.750000 Penalty: 5125.052246
	Iteration 8F: 3 clusters Score -3449372 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3450869.500000 Penalty: 5125.052246
	Iteration 9F: 3 clusters Score -3450870 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3452103.750000 Penalty: 5125.052246
	Iteration 10Q: 3 clusters Score -3452104 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3453075.500000 Penalty: 5125.052246
	Iteration 11Q: 3 clusters Score -3453076 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3453728.500000 Penalty: 5125.052246
	Iteration 12Q: 3 clusters Score -3453728 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3454112.500000 Penalty: 5125.052246
	Iteration 13Q: 3 clusters Score -3454112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3454336.000000 Penalty: 5125.052246
	Iteration 14Q: 3 clusters Score -3454336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3454459.500000 Penalty: 5125.052246
	Iteration 15Q: 3 clusters Score -3454460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3454544.750000 Penalty: 5125.052246
	Iteration 16Q: 3 clusters Score -3454545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3454584.500000 Penalty: 5125.052246
	Iteration 17Q: 3 clusters Score -3454584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3454598.500000 Penalty: 5125.052246
	Iteration 18Q: 3 clusters Score -3454598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3454601.250000 Penalty: 5125.052246
	Iteration 19Q: 3 clusters Score -3454601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3454604.750000 Penalty: 5125.052246
	Iteration 20F: 3 clusters Score -3454605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3454607.500000 Penalty: 5125.052246
	Iteration 21Q: 3 clusters Score -3454608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3454609.500000 Penalty: 5125.052246
	Iteration 22Q: 3 clusters Score -3454610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3454612.000000 Penalty: 5125.052246
	Iteration 23Q: 3 clusters Score -3454612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3454614.000000 Penalty: 5125.052246
	Iteration 24Q: 3 clusters Score -3454614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3454618.500000 Penalty: 5125.052246
	Iteration 25Q: 3 clusters Score -3454618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3454626.250000 Penalty: 5125.052246
	Iteration 26Q: 3 clusters Score -3454626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3454632.000000 Penalty: 5125.052246
	Iteration 27Q: 3 clusters Score -3454632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3454635.750000 Penalty: 5125.052246
	Iteration 28Q: 3 clusters Score -3454636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3454641.000000 Penalty: 5125.052246
	Iteration 29Q: 3 clusters Score -3454641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3454645.250000 Penalty: 5125.052246
	Iteration 30Q: 3 clusters Score -3454645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3454647.000000 Penalty: 5125.052246
	Iteration 31Q: 3 clusters Score -3454647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3454645.000000 Penalty: 5125.052246
	Iteration 32Q: 3 clusters Score -3454645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3454645.000000 Penalty: 5125.052246
	Iteration 33F: 3 clusters Score -3454645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -719707.062500 Penalty: 2177.520996
	Iteration 0F: 2 clusters Score -719707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -714258.125000 Penalty: 4355.041992
	Iteration 0F: 3 clusters Score -714258.1 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -715686.562500 Penalty: 4355.041992
	Iteration 1F: 3 clusters Score -715686.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -716004.750000 Penalty: 4355.041992
	Iteration 2F: 3 clusters Score -716004.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -716287.500000 Penalty: 4355.041992
	Iteration 3F: 3 clusters Score -716287.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -716563.250000 Penalty: 4355.041992
	Iteration 4F: 3 clusters Score -716563.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -716866.687500 Penalty: 4355.041992
	Iteration 5F: 3 clusters Score -716866.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -717202.062500 Penalty: 4355.041992
	Iteration 6F: 3 clusters Score -717202.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -717616.500000 Penalty: 4355.041992
	Iteration 7F: 3 clusters Score -717616.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -718054.875000 Penalty: 4355.041992
	Iteration 8F: 3 clusters Score -718054.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -718389.625000 Penalty: 4355.041992
	Iteration 9Q: 3 clusters Score -718389.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -718564.375000 Penalty: 4355.041992
	Iteration 10Q: 3 clusters Score -718564.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -718657.875000 Penalty: 4355.041992
	Iteration 11Q: 3 clusters Score -718657.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -718729.750000 Penalty: 4355.041992
	Iteration 12Q: 3 clusters Score -718729.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -718784.937500 Penalty: 4355.041992
	Iteration 13Q: 3 clusters Score -718784.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -718821.125000 Penalty: 4355.041992
	Iteration 14Q: 3 clusters Score -718821.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -718841.000000 Penalty: 4355.041992
	Iteration 15Q: 3 clusters Score -718841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -718862.125000 Penalty: 4355.041992
	Iteration 16Q: 3 clusters Score -718862.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -718879.375000 Penalty: 4355.041992
	Iteration 17Q: 3 clusters Score -718879.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -718893.812500 Penalty: 4355.041992
	Iteration 18Q: 3 clusters Score -718893.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -718903.312500 Penalty: 4355.041992
	Iteration 19Q: 3 clusters Score -718903.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -718917.625000 Penalty: 4355.041992
	Iteration 20F: 3 clusters Score -718917.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -718936.187500 Penalty: 4355.041992
	Iteration 21Q: 3 clusters Score -718936.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -718955.187500 Penalty: 4355.041992
	Iteration 22Q: 3 clusters Score -718955.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -718983.500000 Penalty: 4355.041992
	Iteration 23Q: 3 clusters Score -718983.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -719008.062500 Penalty: 4355.041992
	Iteration 24Q: 3 clusters Score -719008.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -719034.375000 Penalty: 4355.041992
	Iteration 25Q: 3 clusters Score -719034.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -719058.062500 Penalty: 4355.041992
	Iteration 26Q: 3 clusters Score -719058.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -719070.250000 Penalty: 4355.041992
	Iteration 27Q: 3 clusters Score -719070.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -719081.875000 Penalty: 4355.041992
	Iteration 28Q: 3 clusters Score -719081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -719096.562500 Penalty: 4355.041992
	Iteration 29Q: 3 clusters Score -719096.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -719117.000000 Penalty: 4355.041992
	Iteration 30Q: 3 clusters Score -719117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -719141.125000 Penalty: 4355.041992
	Iteration 31Q: 3 clusters Score -719141.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -719159.375000 Penalty: 4355.041992
	Iteration 32Q: 3 clusters Score -719159.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -719170.062500 Penalty: 4355.041992
	Iteration 33Q: 3 clusters Score -719170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -719177.062500 Penalty: 4355.041992
	Iteration 34Q: 3 clusters Score -719177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -719184.875000 Penalty: 4355.041992
	Iteration 35Q: 3 clusters Score -719184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -719186.125000 Penalty: 4355.041992
	Iteration 36Q: 3 clusters Score -719186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -719187.812500 Penalty: 4355.041992
	Iteration 37Q: 3 clusters Score -719187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -719190.312500 Penalty: 4355.041992
	Iteration 38Q: 3 clusters Score -719190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -719191.187500 Penalty: 4355.041992
	Iteration 39Q: 3 clusters Score -719191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -719191.437500 Penalty: 4355.041992
	Iteration 40F: 3 clusters Score -719191.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -1067198.125000 Penalty: 2307.395264
	Iteration 0F: 2 clusters Score -1067198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1058923.250000 Penalty: 4614.790527
	Iteration 0F: 3 clusters Score -1058923 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1061927.875000 Penalty: 4614.790527
	Iteration 1F: 3 clusters Score -1061928 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1062723.500000 Penalty: 4614.790527
	Iteration 2F: 3 clusters Score -1062724 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1063334.750000 Penalty: 4614.790527
	Iteration 3F: 3 clusters Score -1063335 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1063695.500000 Penalty: 4614.790527
	Iteration 4F: 3 clusters Score -1063696 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1063922.125000 Penalty: 4614.790527
	Iteration 5Q: 3 clusters Score -1063922 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1064089.250000 Penalty: 4614.790527
	Iteration 6Q: 3 clusters Score -1064089 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1064220.250000 Penalty: 4614.790527
	Iteration 7Q: 3 clusters Score -1064220 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1064330.000000 Penalty: 4614.790527
	Iteration 8Q: 3 clusters Score -1064330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1064428.750000 Penalty: 4614.790527
	Iteration 9Q: 3 clusters Score -1064429 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1064522.000000 Penalty: 4614.790527
	Iteration 10Q: 3 clusters Score -1064522 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1064621.000000 Penalty: 4614.790527
	Iteration 11Q: 3 clusters Score -1064621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1064697.125000 Penalty: 4614.790527
	Iteration 12Q: 3 clusters Score -1064697 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1064771.875000 Penalty: 4614.790527
	Iteration 13Q: 3 clusters Score -1064772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1064857.000000 Penalty: 4614.790527
	Iteration 14Q: 3 clusters Score -1064857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1064924.000000 Penalty: 4614.790527
	Iteration 15Q: 3 clusters Score -1064924 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1064994.250000 Penalty: 4614.790527
	Iteration 16Q: 3 clusters Score -1064994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1065042.625000 Penalty: 4614.790527
	Iteration 17Q: 3 clusters Score -1065043 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1065087.250000 Penalty: 4614.790527
	Iteration 18Q: 3 clusters Score -1065087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1065120.375000 Penalty: 4614.790527
	Iteration 19Q: 3 clusters Score -1065120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1065153.125000 Penalty: 4614.790527
	Iteration 20F: 3 clusters Score -1065153 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1065184.375000 Penalty: 4614.790527
	Iteration 21Q: 3 clusters Score -1065184 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1065223.875000 Penalty: 4614.790527
	Iteration 22Q: 3 clusters Score -1065224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1065271.625000 Penalty: 4614.790527
	Iteration 23Q: 3 clusters Score -1065272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1065321.625000 Penalty: 4614.790527
	Iteration 24Q: 3 clusters Score -1065322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1065375.375000 Penalty: 4614.790527
	Iteration 25Q: 3 clusters Score -1065375 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1065417.625000 Penalty: 4614.790527
	Iteration 26Q: 3 clusters Score -1065418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1065449.000000 Penalty: 4614.790527
	Iteration 27Q: 3 clusters Score -1065449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1065475.500000 Penalty: 4614.790527
	Iteration 28Q: 3 clusters Score -1065476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1065496.250000 Penalty: 4614.790527
	Iteration 29Q: 3 clusters Score -1065496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1065514.250000 Penalty: 4614.790527
	Iteration 30Q: 3 clusters Score -1065514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1065525.375000 Penalty: 4614.790527
	Iteration 31Q: 3 clusters Score -1065525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1065540.250000 Penalty: 4614.790527
	Iteration 32Q: 3 clusters Score -1065540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1065552.625000 Penalty: 4614.790527
	Iteration 33Q: 3 clusters Score -1065553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1065565.375000 Penalty: 4614.790527
	Iteration 34Q: 3 clusters Score -1065565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1065575.750000 Penalty: 4614.790527
	Iteration 35Q: 3 clusters Score -1065576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1065592.000000 Penalty: 4614.790527
	Iteration 36Q: 3 clusters Score -1065592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1065604.250000 Penalty: 4614.790527
	Iteration 37Q: 3 clusters Score -1065604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1065615.250000 Penalty: 4614.790527
	Iteration 38Q: 3 clusters Score -1065615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1065623.000000 Penalty: 4614.790527
	Iteration 39Q: 3 clusters Score -1065623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1065638.250000 Penalty: 4614.790527
	Iteration 40F: 3 clusters Score -1065638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1065656.000000 Penalty: 4614.790527
	Iteration 41Q: 3 clusters Score -1065656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1065680.875000 Penalty: 4614.790527
	Iteration 42Q: 3 clusters Score -1065681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1065700.125000 Penalty: 4614.790527
	Iteration 43Q: 3 clusters Score -1065700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1065710.500000 Penalty: 4614.790527
	Iteration 44Q: 3 clusters Score -1065710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1065729.875000 Penalty: 4614.790527
	Iteration 45Q: 3 clusters Score -1065730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1065745.250000 Penalty: 4614.790527
	Iteration 46Q: 3 clusters Score -1065745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1065758.250000 Penalty: 4614.790527
	Iteration 47Q: 3 clusters Score -1065758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1065766.250000 Penalty: 4614.790527
	Iteration 48Q: 3 clusters Score -1065766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1065771.000000 Penalty: 4614.790527
	Iteration 49Q: 3 clusters Score -1065771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1065774.125000 Penalty: 4614.790527
	Iteration 50Q: 3 clusters Score -1065774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1065777.500000 Penalty: 4614.790527
	Iteration 51Q: 3 clusters Score -1065778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1065780.625000 Penalty: 4614.790527
	Iteration 52Q: 3 clusters Score -1065781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1065782.375000 Penalty: 4614.790527
	Iteration 53Q: 3 clusters Score -1065782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1065784.250000 Penalty: 4614.790527
	Iteration 54Q: 3 clusters Score -1065784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1065789.375000 Penalty: 4614.790527
	Iteration 55Q: 3 clusters Score -1065789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1065788.125000 Penalty: 4614.790527
	Iteration 56Q: 3 clusters Score -1065788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1065789.875000 Penalty: 4614.790527
	Iteration 57Q: 3 clusters Score -1065790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1065789.875000 Penalty: 4614.790527
	Iteration 58Q: 3 clusters Score -1065790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1065788.625000 Penalty: 4614.790527
	Iteration 59Q: 3 clusters Score -1065789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1065793.125000 Penalty: 4614.790527
	Iteration 60F: 3 clusters Score -1065793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1065795.750000 Penalty: 4614.790527
	Iteration 61Q: 3 clusters Score -1065796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1065794.875000 Penalty: 4614.790527
	Iteration 62Q: 3 clusters Score -1065795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1065795.125000 Penalty: 4614.790527
	Iteration 63Q: 3 clusters Score -1065795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1065796.625000 Penalty: 4614.790527
	Iteration 64Q: 3 clusters Score -1065797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1065796.625000 Penalty: 4614.790527
	Iteration 65F: 3 clusters Score -1065797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Entering Unmasked Estep 
Score: -3196587.500000 Penalty: 2564.119141
	Iteration 0F: 2 clusters Score -3196588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3175391.750000 Penalty: 5128.238281
	Iteration 0F: 3 clusters Score -3175392 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3183360.750000 Penalty: 5128.238281
	Iteration 1F: 3 clusters Score -3183361 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3184175.000000 Penalty: 5128.238281
	Iteration 2F: 3 clusters Score -3184175 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3185041.500000 Penalty: 5128.238281
	Iteration 3F: 3 clusters Score -3185042 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3186047.250000 Penalty: 5128.238281
	Iteration 4F: 3 clusters Score -3186047 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3187079.250000 Penalty: 5128.238281
	Iteration 5F: 3 clusters Score -3187079 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3188065.000000 Penalty: 5128.238281
	Iteration 6F: 3 clusters Score -3188065 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3188918.500000 Penalty: 5128.238281
	Iteration 7F: 3 clusters Score -3188918 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3189720.250000 Penalty: 5128.238281
	Iteration 8Q: 3 clusters Score -3189720 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3190458.250000 Penalty: 5128.238281
	Iteration 9Q: 3 clusters Score -3190458 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3191066.750000 Penalty: 5128.238281
	Iteration 10Q: 3 clusters Score -3191067 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3191509.750000 Penalty: 5128.238281
	Iteration 11Q: 3 clusters Score -3191510 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3191835.500000 Penalty: 5128.238281
	Iteration 12Q: 3 clusters Score -3191836 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3192083.250000 Penalty: 5128.238281
	Iteration 13Q: 3 clusters Score -3192083 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3192270.000000 Penalty: 5128.238281
	Iteration 14Q: 3 clusters Score -3192270 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3192432.500000 Penalty: 5128.238281
	Iteration 15Q: 3 clusters Score -3192432 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3192562.750000 Penalty: 5128.238281
	Iteration 16Q: 3 clusters Score -3192563 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3192678.250000 Penalty: 5128.238281
	Iteration 17Q: 3 clusters Score -3192678 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3192792.000000 Penalty: 5128.238281
	Iteration 18Q: 3 clusters Score -3192792 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3192947.000000 Penalty: 5128.238281
	Iteration 19Q: 3 clusters Score -3192947 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3193103.500000 Penalty: 5128.238281
	Iteration 20F: 3 clusters Score -3193104 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3193264.750000 Penalty: 5128.238281
	Iteration 21Q: 3 clusters Score -3193265 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3193437.750000 Penalty: 5128.238281
	Iteration 22Q: 3 clusters Score -3193438 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3193593.750000 Penalty: 5128.238281
	Iteration 23Q: 3 clusters Score -3193594 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3193745.000000 Penalty: 5128.238281
	Iteration 24Q: 3 clusters Score -3193745 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3193936.000000 Penalty: 5128.238281
	Iteration 25Q: 3 clusters Score -3193936 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3194097.500000 Penalty: 5128.238281
	Iteration 26Q: 3 clusters Score -3194098 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3194246.500000 Penalty: 5128.238281
	Iteration 27Q: 3 clusters Score -3194246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3194373.500000 Penalty: 5128.238281
	Iteration 28Q: 3 clusters Score -3194374 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3194477.250000 Penalty: 5128.238281
	Iteration 29Q: 3 clusters Score -3194477 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3194581.750000 Penalty: 5128.238281
	Iteration 30Q: 3 clusters Score -3194582 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3194681.000000 Penalty: 5128.238281
	Iteration 31Q: 3 clusters Score -3194681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3194748.750000 Penalty: 5128.238281
	Iteration 32Q: 3 clusters Score -3194749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3194807.750000 Penalty: 5128.238281
	Iteration 33Q: 3 clusters Score -3194808 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3194874.250000 Penalty: 5128.238281
	Iteration 34Q: 3 clusters Score -3194874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3194926.250000 Penalty: 5128.238281
	Iteration 35Q: 3 clusters Score -3194926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3194967.750000 Penalty: 5128.238281
	Iteration 36Q: 3 clusters Score -3194968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3194998.500000 Penalty: 5128.238281
	Iteration 37Q: 3 clusters Score -3194998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3195002.250000 Penalty: 5128.238281
	Iteration 38Q: 3 clusters Score -3195002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3195016.500000 Penalty: 5128.238281
	Iteration 39Q: 3 clusters Score -3195016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3195026.250000 Penalty: 5128.238281
	Iteration 40F: 3 clusters Score -3195026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3195031.500000 Penalty: 5128.238281
	Iteration 41Q: 3 clusters Score -3195032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3195036.500000 Penalty: 5128.238281
	Iteration 42Q: 3 clusters Score -3195036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3195058.000000 Penalty: 5128.238281
	Iteration 43Q: 3 clusters Score -3195058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3195066.000000 Penalty: 5128.238281
	Iteration 44Q: 3 clusters Score -3195066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3195060.000000 Penalty: 5128.238281
	Iteration 45Q: 3 clusters Score -3195060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3195064.500000 Penalty: 5128.238281
	Iteration 46Q: 3 clusters Score -3195064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3195070.500000 Penalty: 5128.238281
	Iteration 47Q: 3 clusters Score -3195070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3195070.500000 Penalty: 5128.238281
	Iteration 48Q: 3 clusters Score -3195070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3195073.500000 Penalty: 5128.238281
	Iteration 49Q: 3 clusters Score -3195074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3195072.500000 Penalty: 5128.238281
	Iteration 50Q: 3 clusters Score -3195072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3195074.500000 Penalty: 5128.238281
	Iteration 51Q: 3 clusters Score -3195074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3195076.500000 Penalty: 5128.238281
	Iteration 52Q: 3 clusters Score -3195076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3195080.250000 Penalty: 5128.238281
	Iteration 53Q: 3 clusters Score -3195080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3195086.250000 Penalty: 5128.238281
	Iteration 54Q: 3 clusters Score -3195086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3195082.500000 Penalty: 5128.238281
	Iteration 55Q: 3 clusters Score -3195082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3195087.500000 Penalty: 5128.238281
	Iteration 56Q: 3 clusters Score -3195088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3195088.750000 Penalty: 5128.238281
	Iteration 57Q: 3 clusters Score -3195089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3195090.000000 Penalty: 5128.238281
	Iteration 58Q: 3 clusters Score -3195090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -3195095.750000 Penalty: 5128.238281
	Iteration 59Q: 3 clusters Score -3195096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3195094.250000 Penalty: 5128.238281
	Iteration 60F: 3 clusters Score -3195094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3195096.750000 Penalty: 5128.238281
	Iteration 61Q: 3 clusters Score -3195097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3195099.750000 Penalty: 5128.238281
	Iteration 62Q: 3 clusters Score -3195100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -3195098.750000 Penalty: 5128.238281
	Iteration 63Q: 3 clusters Score -3195099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3195099.250000 Penalty: 5128.238281
	Iteration 64Q: 3 clusters Score -3195099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -3195096.250000 Penalty: 5128.238281
	Iteration 65Q: 3 clusters Score -3195096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3195100.750000 Penalty: 5128.238281
	Iteration 66Q: 3 clusters Score -3195101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3195099.750000 Penalty: 5128.238281
	Iteration 67Q: 3 clusters Score -3195100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3195100.000000 Penalty: 5128.238281
	Iteration 68Q: 3 clusters Score -3195100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3195100.000000 Penalty: 5128.238281
	Iteration 69F: 3 clusters Score -3195100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -3356993.250000 Penalty: 2549.177246
	Iteration 0F: 2 clusters Score -3356993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3336929.750000 Penalty: 5098.354492
	Iteration 0F: 3 clusters Score -3336930 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3343904.500000 Penalty: 5098.354492
	Iteration 1F: 3 clusters Score -3343904 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3344465.000000 Penalty: 5098.354492
	Iteration 2Q: 3 clusters Score -3344465 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3345202.000000 Penalty: 5098.354492
	Iteration 3F: 3 clusters Score -3345202 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3346286.500000 Penalty: 5098.354492
	Iteration 4F: 3 clusters Score -3346286 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3347808.750000 Penalty: 5098.354492
	Iteration 5F: 3 clusters Score -3347809 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3349616.500000 Penalty: 5098.354492
	Iteration 6F: 3 clusters Score -3349616 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3351090.500000 Penalty: 5098.354492
	Iteration 7F: 3 clusters Score -3351090 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3352186.000000 Penalty: 5098.354492
	Iteration 8Q: 3 clusters Score -3352186 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3353045.000000 Penalty: 5098.354492
	Iteration 9Q: 3 clusters Score -3353045 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3353657.000000 Penalty: 5098.354492
	Iteration 10Q: 3 clusters Score -3353657 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3354066.000000 Penalty: 5098.354492
	Iteration 11Q: 3 clusters Score -3354066 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3354342.500000 Penalty: 5098.354492
	Iteration 12Q: 3 clusters Score -3354342 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3354529.750000 Penalty: 5098.354492
	Iteration 13Q: 3 clusters Score -3354530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3354655.000000 Penalty: 5098.354492
	Iteration 14Q: 3 clusters Score -3354655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3354720.000000 Penalty: 5098.354492
	Iteration 15Q: 3 clusters Score -3354720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3354753.750000 Penalty: 5098.354492
	Iteration 16Q: 3 clusters Score -3354754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3354774.000000 Penalty: 5098.354492
	Iteration 17Q: 3 clusters Score -3354774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3354788.500000 Penalty: 5098.354492
	Iteration 18Q: 3 clusters Score -3354788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3354798.750000 Penalty: 5098.354492
	Iteration 19Q: 3 clusters Score -3354799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3354805.250000 Penalty: 5098.354492
	Iteration 20F: 3 clusters Score -3354805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3354813.500000 Penalty: 5098.354492
	Iteration 21Q: 3 clusters Score -3354814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3354821.500000 Penalty: 5098.354492
	Iteration 22Q: 3 clusters Score -3354822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3354826.750000 Penalty: 5098.354492
	Iteration 23Q: 3 clusters Score -3354827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3354833.500000 Penalty: 5098.354492
	Iteration 24Q: 3 clusters Score -3354834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3354837.500000 Penalty: 5098.354492
	Iteration 25Q: 3 clusters Score -3354838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3354838.000000 Penalty: 5098.354492
	Iteration 26Q: 3 clusters Score -3354838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3354838.000000 Penalty: 5098.354492
	Iteration 27F: 3 clusters Score -3354838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Entering Unmasked Estep 
Score: -1919107.125000 Penalty: 2413.782959
	Iteration 0F: 2 clusters Score -1919107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1907122.375000 Penalty: 4827.565918
	Iteration 0F: 3 clusters Score -1907122 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1911121.125000 Penalty: 4827.565918
	Iteration 1F: 3 clusters Score -1911121 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1911866.875000 Penalty: 4827.565918
	Iteration 2F: 3 clusters Score -1911867 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1912707.875000 Penalty: 4827.565918
	Iteration 3F: 3 clusters Score -1912708 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1913613.000000 Penalty: 4827.565918
	Iteration 4F: 3 clusters Score -1913613 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1914485.000000 Penalty: 4827.565918
	Iteration 5F: 3 clusters Score -1914485 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1915236.000000 Penalty: 4827.565918
	Iteration 6F: 3 clusters Score -1915236 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1915883.250000 Penalty: 4827.565918
	Iteration 7F: 3 clusters Score -1915883 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1916472.750000 Penalty: 4827.565918
	Iteration 8F: 3 clusters Score -1916473 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1916943.375000 Penalty: 4827.565918
	Iteration 9Q: 3 clusters Score -1916943 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1917424.625000 Penalty: 4827.565918
	Iteration 10Q: 3 clusters Score -1917425 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1917830.750000 Penalty: 4827.565918
	Iteration 11Q: 3 clusters Score -1917831 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1918235.000000 Penalty: 4827.565918
	Iteration 12Q: 3 clusters Score -1918235 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1918465.125000 Penalty: 4827.565918
	Iteration 13Q: 3 clusters Score -1918465 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1918585.500000 Penalty: 4827.565918
	Iteration 14Q: 3 clusters Score -1918586 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1918646.375000 Penalty: 4827.565918
	Iteration 15Q: 3 clusters Score -1918646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1918672.125000 Penalty: 4827.565918
	Iteration 16Q: 3 clusters Score -1918672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1918690.500000 Penalty: 4827.565918
	Iteration 17Q: 3 clusters Score -1918690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1918695.500000 Penalty: 4827.565918
	Iteration 18Q: 3 clusters Score -1918696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1918708.625000 Penalty: 4827.565918
	Iteration 19Q: 3 clusters Score -1918709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1918713.250000 Penalty: 4827.565918
	Iteration 20F: 3 clusters Score -1918713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1918712.875000 Penalty: 4827.565918
	Iteration 21Q: 3 clusters Score -1918713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1918719.500000 Penalty: 4827.565918
	Iteration 22Q: 3 clusters Score -1918720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1918715.625000 Penalty: 4827.565918
	Iteration 23Q: 3 clusters Score -1918716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1918717.125000 Penalty: 4827.565918
	Iteration 24Q: 3 clusters Score -1918717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1918716.875000 Penalty: 4827.565918
	Iteration 25Q: 3 clusters Score -1918717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1918715.250000 Penalty: 4827.565918
	Iteration 26Q: 3 clusters Score -1918715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1918717.250000 Penalty: 4827.565918
	Iteration 27Q: 3 clusters Score -1918717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1918719.000000 Penalty: 4827.565918
	Iteration 28Q: 3 clusters Score -1918719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1918721.500000 Penalty: 4827.565918
	Iteration 29Q: 3 clusters Score -1918722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1918722.625000 Penalty: 4827.565918
	Iteration 30Q: 3 clusters Score -1918723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1918724.750000 Penalty: 4827.565918
	Iteration 31Q: 3 clusters Score -1918725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1918726.375000 Penalty: 4827.565918
	Iteration 32Q: 3 clusters Score -1918726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1918730.500000 Penalty: 4827.565918
	Iteration 33Q: 3 clusters Score -1918730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1918726.125000 Penalty: 4827.565918
	Iteration 34Q: 3 clusters Score -1918726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1918727.625000 Penalty: 4827.565918
	Iteration 35Q: 3 clusters Score -1918728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1918724.625000 Penalty: 4827.565918
	Iteration 36Q: 3 clusters Score -1918725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1918724.625000 Penalty: 4827.565918
	Iteration 37F: 3 clusters Score -1918725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -137776.046875 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -137776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135597.312500 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -135597.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136116.609375 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -136116.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -136392.421875 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -136392.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136538.328125 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -136538.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -136627.250000 Penalty: 3585.640625
	Iteration 4Q: 3 clusters Score -136627.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136664.140625 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -136664.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136697.343750 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -136697.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136724.812500 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -136724.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -136758.109375 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -136758.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136775.515625 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -136775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136788.781250 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -136788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136795.921875 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -136795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136805.718750 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -136805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136809.343750 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -136809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136812.734375 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -136812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136815.906250 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -136815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136818.109375 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -136818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136821.390625 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -136821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136823.765625 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -136823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136824.953125 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -136825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136826.625000 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -136826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136829.531250 Penalty: 3585.640625
	Iteration 21Q: 3 clusters Score -136829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136830.640625 Penalty: 3585.640625
	Iteration 22Q: 3 clusters Score -136830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -136832.812500 Penalty: 3585.640625
	Iteration 23Q: 3 clusters Score -136832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136837.218750 Penalty: 3585.640625
	Iteration 24Q: 3 clusters Score -136837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136842.578125 Penalty: 3585.640625
	Iteration 25Q: 3 clusters Score -136842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136845.812500 Penalty: 3585.640625
	Iteration 26Q: 3 clusters Score -136845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -136850.578125 Penalty: 3585.640625
	Iteration 27Q: 3 clusters Score -136850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136856.296875 Penalty: 3585.640625
	Iteration 28Q: 3 clusters Score -136856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136863.671875 Penalty: 3585.640625
	Iteration 29Q: 3 clusters Score -136863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -136866.906250 Penalty: 3585.640625
	Iteration 30Q: 3 clusters Score -136866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136871.828125 Penalty: 3585.640625
	Iteration 31Q: 3 clusters Score -136871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136879.109375 Penalty: 3585.640625
	Iteration 32Q: 3 clusters Score -136879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136879.109375 Penalty: 3585.640625
	Iteration 33F: 3 clusters Score -136879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Entering Unmasked Estep 
Score: -1147930.375000 Penalty: 2292.264160
	Iteration 0F: 2 clusters Score -1147930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1140078.875000 Penalty: 4584.528320
	Iteration 0F: 3 clusters Score -1140079 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1142773.125000 Penalty: 4584.528320
	Iteration 1F: 3 clusters Score -1142773 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1143663.750000 Penalty: 4584.528320
	Iteration 2F: 3 clusters Score -1143664 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1144523.375000 Penalty: 4584.528320
	Iteration 3F: 3 clusters Score -1144523 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1145239.500000 Penalty: 4584.528320
	Iteration 4F: 3 clusters Score -1145240 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1145654.500000 Penalty: 4584.528320
	Iteration 5F: 3 clusters Score -1145654 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1145861.875000 Penalty: 4584.528320
	Iteration 6Q: 3 clusters Score -1145862 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1145958.250000 Penalty: 4584.528320
	Iteration 7Q: 3 clusters Score -1145958 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1146018.000000 Penalty: 4584.528320
	Iteration 8Q: 3 clusters Score -1146018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1146056.375000 Penalty: 4584.528320
	Iteration 9Q: 3 clusters Score -1146056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1146081.250000 Penalty: 4584.528320
	Iteration 10Q: 3 clusters Score -1146081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1146092.500000 Penalty: 4584.528320
	Iteration 11Q: 3 clusters Score -1146092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1146100.250000 Penalty: 4584.528320
	Iteration 12Q: 3 clusters Score -1146100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1146110.125000 Penalty: 4584.528320
	Iteration 13Q: 3 clusters Score -1146110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1146113.500000 Penalty: 4584.528320
	Iteration 14Q: 3 clusters Score -1146114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1146122.875000 Penalty: 4584.528320
	Iteration 15Q: 3 clusters Score -1146123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1146130.250000 Penalty: 4584.528320
	Iteration 16Q: 3 clusters Score -1146130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1146135.625000 Penalty: 4584.528320
	Iteration 17Q: 3 clusters Score -1146136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1146140.500000 Penalty: 4584.528320
	Iteration 18Q: 3 clusters Score -1146140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1146145.375000 Penalty: 4584.528320
	Iteration 19Q: 3 clusters Score -1146145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1146149.625000 Penalty: 4584.528320
	Iteration 20F: 3 clusters Score -1146150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1146157.375000 Penalty: 4584.528320
	Iteration 21Q: 3 clusters Score -1146157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1146160.125000 Penalty: 4584.528320
	Iteration 22Q: 3 clusters Score -1146160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1146162.000000 Penalty: 4584.528320
	Iteration 23Q: 3 clusters Score -1146162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1146163.500000 Penalty: 4584.528320
	Iteration 24Q: 3 clusters Score -1146164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1146164.875000 Penalty: 4584.528320
	Iteration 25Q: 3 clusters Score -1146165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1146166.500000 Penalty: 4584.528320
	Iteration 26Q: 3 clusters Score -1146166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1146166.875000 Penalty: 4584.528320
	Iteration 27Q: 3 clusters Score -1146167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1146168.875000 Penalty: 4584.528320
	Iteration 28Q: 3 clusters Score -1146169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1146167.250000 Penalty: 4584.528320
	Iteration 29Q: 3 clusters Score -1146167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1146169.000000 Penalty: 4584.528320
	Iteration 30Q: 3 clusters Score -1146169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1146172.375000 Penalty: 4584.528320
	Iteration 31Q: 3 clusters Score -1146172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1146171.500000 Penalty: 4584.528320
	Iteration 32Q: 3 clusters Score -1146172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1146168.750000 Penalty: 4584.528320
	Iteration 33Q: 3 clusters Score -1146169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1146168.000000 Penalty: 4584.528320
	Iteration 34Q: 3 clusters Score -1146168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1146170.375000 Penalty: 4584.528320
	Iteration 35Q: 3 clusters Score -1146170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1146170.375000 Penalty: 4584.528320
	Iteration 36F: 3 clusters Score -1146170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -798195.812500 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -798195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -792446.250000 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -792446.2 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -793993.000000 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -793993 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -794240.125000 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -794240.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -794393.000000 Penalty: 4385.357910
	Iteration 3Q: 3 clusters Score -794393 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -794527.750000 Penalty: 4385.357910
	Iteration 4Q: 3 clusters Score -794527.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -794616.812500 Penalty: 4385.357910
	Iteration 5Q: 3 clusters Score -794616.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -794708.750000 Penalty: 4385.357910
	Iteration 6Q: 3 clusters Score -794708.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -794793.812500 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -794793.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -794884.250000 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -794884.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -794971.312500 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -794971.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -795053.312500 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -795053.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -795142.687500 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -795142.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -795224.937500 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -795224.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -795304.937500 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -795304.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -795376.125000 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -795376.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -795440.937500 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -795440.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -795509.312500 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -795509.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -795573.875000 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -795573.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -795633.875000 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -795633.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -795699.687500 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -795699.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -795773.250000 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -795773.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -795840.750000 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -795840.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -795893.000000 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -795893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -795945.625000 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -795945.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -795987.875000 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -795987.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -796022.625000 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -796022.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -796042.187500 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -796042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -796061.375000 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -796061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -796082.125000 Penalty: 4385.357910
	Iteration 28Q: 3 clusters Score -796082.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -796108.687500 Penalty: 4385.357910
	Iteration 29Q: 3 clusters Score -796108.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -796135.250000 Penalty: 4385.357910
	Iteration 30Q: 3 clusters Score -796135.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -796159.437500 Penalty: 4385.357910
	Iteration 31Q: 3 clusters Score -796159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -796176.187500 Penalty: 4385.357910
	Iteration 32Q: 3 clusters Score -796176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -796192.875000 Penalty: 4385.357910
	Iteration 33Q: 3 clusters Score -796192.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -796207.187500 Penalty: 4385.357910
	Iteration 34Q: 3 clusters Score -796207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -796221.750000 Penalty: 4385.357910
	Iteration 35Q: 3 clusters Score -796221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -796225.812500 Penalty: 4385.357910
	Iteration 36Q: 3 clusters Score -796225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -796227.187500 Penalty: 4385.357910
	Iteration 37Q: 3 clusters Score -796227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -796229.375000 Penalty: 4385.357910
	Iteration 38Q: 3 clusters Score -796229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -796232.125000 Penalty: 4385.357910
	Iteration 39Q: 3 clusters Score -796232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -796231.125000 Penalty: 4385.357910
	Iteration 40F: 3 clusters Score -796231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -796235.812500 Penalty: 4385.357910
	Iteration 41Q: 3 clusters Score -796235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -796236.250000 Penalty: 4385.357910
	Iteration 42Q: 3 clusters Score -796236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -796236.250000 Penalty: 4385.357910
	Iteration 43F: 3 clusters Score -796236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -662064.312500 Penalty: 2174.529297
	Iteration 0F: 2 clusters Score -662064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -656570.875000 Penalty: 4349.058594
	Iteration 0F: 3 clusters Score -656570.9 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -658165.437500 Penalty: 4349.058594
	Iteration 1F: 3 clusters Score -658165.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -658597.562500 Penalty: 4349.058594
	Iteration 2F: 3 clusters Score -658597.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -658904.562500 Penalty: 4349.058594
	Iteration 3F: 3 clusters Score -658904.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -659133.000000 Penalty: 4349.058594
	Iteration 4F: 3 clusters Score -659133 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -659319.750000 Penalty: 4349.058594
	Iteration 5Q: 3 clusters Score -659319.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -659428.187500 Penalty: 4349.058594
	Iteration 6Q: 3 clusters Score -659428.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -659508.812500 Penalty: 4349.058594
	Iteration 7Q: 3 clusters Score -659508.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -659559.562500 Penalty: 4349.058594
	Iteration 8Q: 3 clusters Score -659559.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -659598.875000 Penalty: 4349.058594
	Iteration 9Q: 3 clusters Score -659598.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -659638.437500 Penalty: 4349.058594
	Iteration 10Q: 3 clusters Score -659638.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -659674.375000 Penalty: 4349.058594
	Iteration 11Q: 3 clusters Score -659674.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -659696.000000 Penalty: 4349.058594
	Iteration 12Q: 3 clusters Score -659696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -659711.250000 Penalty: 4349.058594
	Iteration 13Q: 3 clusters Score -659711.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -659725.875000 Penalty: 4349.058594
	Iteration 14Q: 3 clusters Score -659725.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -659737.375000 Penalty: 4349.058594
	Iteration 15Q: 3 clusters Score -659737.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -659746.250000 Penalty: 4349.058594
	Iteration 16Q: 3 clusters Score -659746.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -659758.250000 Penalty: 4349.058594
	Iteration 17Q: 3 clusters Score -659758.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -659765.375000 Penalty: 4349.058594
	Iteration 18Q: 3 clusters Score -659765.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -659773.187500 Penalty: 4349.058594
	Iteration 19Q: 3 clusters Score -659773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -659782.250000 Penalty: 4349.058594
	Iteration 20F: 3 clusters Score -659782.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -659792.562500 Penalty: 4349.058594
	Iteration 21Q: 3 clusters Score -659792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -659797.625000 Penalty: 4349.058594
	Iteration 22Q: 3 clusters Score -659797.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -659802.000000 Penalty: 4349.058594
	Iteration 23Q: 3 clusters Score -659802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -659806.000000 Penalty: 4349.058594
	Iteration 24Q: 3 clusters Score -659806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -659809.000000 Penalty: 4349.058594
	Iteration 25Q: 3 clusters Score -659809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -659812.125000 Penalty: 4349.058594
	Iteration 26Q: 3 clusters Score -659812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -659816.312500 Penalty: 4349.058594
	Iteration 27Q: 3 clusters Score -659816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -659819.250000 Penalty: 4349.058594
	Iteration 28Q: 3 clusters Score -659819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -659822.187500 Penalty: 4349.058594
	Iteration 29Q: 3 clusters Score -659822.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -659825.437500 Penalty: 4349.058594
	Iteration 30Q: 3 clusters Score -659825.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -659829.937500 Penalty: 4349.058594
	Iteration 31Q: 3 clusters Score -659829.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -659831.250000 Penalty: 4349.058594
	Iteration 32Q: 3 clusters Score -659831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -659834.000000 Penalty: 4349.058594
	Iteration 33Q: 3 clusters Score -659834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -659835.812500 Penalty: 4349.058594
	Iteration 34Q: 3 clusters Score -659835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -659837.437500 Penalty: 4349.058594
	Iteration 35Q: 3 clusters Score -659837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -659837.250000 Penalty: 4349.058594
	Iteration 36Q: 3 clusters Score -659837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -659839.125000 Penalty: 4349.058594
	Iteration 37Q: 3 clusters Score -659839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -659838.437500 Penalty: 4349.058594
	Iteration 38Q: 3 clusters Score -659838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -659839.875000 Penalty: 4349.058594
	Iteration 39Q: 3 clusters Score -659839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -659839.875000 Penalty: 4349.058594
	Iteration 40F: 3 clusters Score -659839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (54380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Entering Unmasked Estep 
Score: -6251379.000000 Penalty: 2704.130371
	Iteration 0F: 2 clusters Score -6251379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -6214816.500000 Penalty: 5408.260742
	Iteration 0F: 3 clusters Score -6214816 nChanged 25128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -6228749.000000 Penalty: 5408.260742
	Iteration 1F: 3 clusters Score -6228749 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6229499.500000 Penalty: 5408.260742
	Iteration 2Q: 3 clusters Score -6229500 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6230383.000000 Penalty: 5408.260742
	Iteration 3Q: 3 clusters Score -6230383 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -6231412.500000 Penalty: 5408.260742
	Iteration 4Q: 3 clusters Score -6231412 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6232686.500000 Penalty: 5408.260742
	Iteration 5Q: 3 clusters Score -6232686 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -6234480.000000 Penalty: 5408.260742
	Iteration 6F: 3 clusters Score -6234480 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -6237075.500000 Penalty: 5408.260742
	Iteration 7F: 3 clusters Score -6237076 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6240136.000000 Penalty: 5408.260742
	Iteration 8F: 3 clusters Score -6240136 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -6243361.000000 Penalty: 5408.260742
	Iteration 9F: 3 clusters Score -6243361 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6245999.000000 Penalty: 5408.260742
	Iteration 10F: 3 clusters Score -6245999 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6247887.500000 Penalty: 5408.260742
	Iteration 11Q: 3 clusters Score -6247888 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6249096.500000 Penalty: 5408.260742
	Iteration 12Q: 3 clusters Score -6249096 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6250133.500000 Penalty: 5408.260742
	Iteration 13Q: 3 clusters Score -6250134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6250605.500000 Penalty: 5408.260742
	Iteration 14Q: 3 clusters Score -6250606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6250814.500000 Penalty: 5408.260742
	Iteration 15Q: 3 clusters Score -6250814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6250900.500000 Penalty: 5408.260742
	Iteration 16Q: 3 clusters Score -6250900 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6250962.000000 Penalty: 5408.260742
	Iteration 17Q: 3 clusters Score -6250962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6250994.500000 Penalty: 5408.260742
	Iteration 18Q: 3 clusters Score -6250994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6251009.000000 Penalty: 5408.260742
	Iteration 19Q: 3 clusters Score -6251009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6251044.000000 Penalty: 5408.260742
	Iteration 20F: 3 clusters Score -6251044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6251056.000000 Penalty: 5408.260742
	Iteration 21Q: 3 clusters Score -6251056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6251061.000000 Penalty: 5408.260742
	Iteration 22Q: 3 clusters Score -6251061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6251056.000000 Penalty: 5408.260742
	Iteration 23Q: 3 clusters Score -6251056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6251065.000000 Penalty: 5408.260742
	Iteration 24Q: 3 clusters Score -6251065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6251069.000000 Penalty: 5408.260742
	Iteration 25Q: 3 clusters Score -6251069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6251068.500000 Penalty: 5408.260742
	Iteration 26Q: 3 clusters Score -6251068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6251071.500000 Penalty: 5408.260742
	Iteration 27Q: 3 clusters Score -6251072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6251079.000000 Penalty: 5408.260742
	Iteration 28Q: 3 clusters Score -6251079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6251077.500000 Penalty: 5408.260742
	Iteration 29Q: 3 clusters Score -6251078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6251082.000000 Penalty: 5408.260742
	Iteration 30Q: 3 clusters Score -6251082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6251079.500000 Penalty: 5408.260742
	Iteration 31Q: 3 clusters Score -6251080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6251074.000000 Penalty: 5408.260742
	Iteration 32Q: 3 clusters Score -6251074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6251075.500000 Penalty: 5408.260742
	Iteration 33Q: 3 clusters Score -6251076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6251076.000000 Penalty: 5408.260742
	Iteration 34Q: 3 clusters Score -6251076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6251081.500000 Penalty: 5408.260742
	Iteration 35Q: 3 clusters Score -6251082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6251073.500000 Penalty: 5408.260742
	Iteration 36Q: 3 clusters Score -6251074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6251083.500000 Penalty: 5408.260742
	Iteration 37Q: 3 clusters Score -6251084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6251085.000000 Penalty: 5408.260742
	Iteration 38Q: 3 clusters Score -6251085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6251086.000000 Penalty: 5408.260742
	Iteration 39Q: 3 clusters Score -6251086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6251086.000000 Penalty: 5408.260742
	Iteration 40F: 3 clusters Score -6251086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Entering Unmasked Estep 
Score: -4426661.000000 Penalty: 2617.272461
	Iteration 0F: 2 clusters Score -4426661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4400681.500000 Penalty: 5234.544922
	Iteration 0F: 3 clusters Score -4400682 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4410626.500000 Penalty: 5234.544922
	Iteration 1F: 3 clusters Score -4410626 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4411644.000000 Penalty: 5234.544922
	Iteration 2F: 3 clusters Score -4411644 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4412690.500000 Penalty: 5234.544922
	Iteration 3F: 3 clusters Score -4412690 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4414007.500000 Penalty: 5234.544922
	Iteration 4F: 3 clusters Score -4414008 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4415385.000000 Penalty: 5234.544922
	Iteration 5F: 3 clusters Score -4415385 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4416638.500000 Penalty: 5234.544922
	Iteration 6F: 3 clusters Score -4416638 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4417675.500000 Penalty: 5234.544922
	Iteration 7F: 3 clusters Score -4417676 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4418476.500000 Penalty: 5234.544922
	Iteration 8Q: 3 clusters Score -4418476 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4419037.000000 Penalty: 5234.544922
	Iteration 9Q: 3 clusters Score -4419037 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -4419439.000000 Penalty: 5234.544922
	Iteration 10Q: 3 clusters Score -4419439 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4419785.000000 Penalty: 5234.544922
	Iteration 11Q: 3 clusters Score -4419785 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4420090.500000 Penalty: 5234.544922
	Iteration 12Q: 3 clusters Score -4420090 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4420411.500000 Penalty: 5234.544922
	Iteration 13Q: 3 clusters Score -4420412 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4420721.000000 Penalty: 5234.544922
	Iteration 14Q: 3 clusters Score -4420721 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -4421011.000000 Penalty: 5234.544922
	Iteration 15Q: 3 clusters Score -4421011 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4421354.500000 Penalty: 5234.544922
	Iteration 16Q: 3 clusters Score -4421354 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4421685.500000 Penalty: 5234.544922
	Iteration 17Q: 3 clusters Score -4421686 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4422003.500000 Penalty: 5234.544922
	Iteration 18Q: 3 clusters Score -4422004 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4422332.500000 Penalty: 5234.544922
	Iteration 19Q: 3 clusters Score -4422332 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4422594.500000 Penalty: 5234.544922
	Iteration 20F: 3 clusters Score -4422594 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -4422844.500000 Penalty: 5234.544922
	Iteration 21Q: 3 clusters Score -4422844 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4423106.500000 Penalty: 5234.544922
	Iteration 22Q: 3 clusters Score -4423106 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4423380.500000 Penalty: 5234.544922
	Iteration 23Q: 3 clusters Score -4423380 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4423571.500000 Penalty: 5234.544922
	Iteration 24Q: 3 clusters Score -4423572 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4423751.000000 Penalty: 5234.544922
	Iteration 25Q: 3 clusters Score -4423751 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4423874.000000 Penalty: 5234.544922
	Iteration 26Q: 3 clusters Score -4423874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4423978.500000 Penalty: 5234.544922
	Iteration 27Q: 3 clusters Score -4423978 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4424064.000000 Penalty: 5234.544922
	Iteration 28Q: 3 clusters Score -4424064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4424131.000000 Penalty: 5234.544922
	Iteration 29Q: 3 clusters Score -4424131 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4424185.000000 Penalty: 5234.544922
	Iteration 30Q: 3 clusters Score -4424185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4424209.000000 Penalty: 5234.544922
	Iteration 31Q: 3 clusters Score -4424209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4424242.000000 Penalty: 5234.544922
	Iteration 32Q: 3 clusters Score -4424242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4424263.000000 Penalty: 5234.544922
	Iteration 33Q: 3 clusters Score -4424263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4424280.500000 Penalty: 5234.544922
	Iteration 34Q: 3 clusters Score -4424280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4424306.000000 Penalty: 5234.544922
	Iteration 35Q: 3 clusters Score -4424306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4424332.500000 Penalty: 5234.544922
	Iteration 36Q: 3 clusters Score -4424332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4424360.500000 Penalty: 5234.544922
	Iteration 37Q: 3 clusters Score -4424360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -4424373.000000 Penalty: 5234.544922
	Iteration 38Q: 3 clusters Score -4424373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4424393.500000 Penalty: 5234.544922
	Iteration 39Q: 3 clusters Score -4424394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -4424399.000000 Penalty: 5234.544922
	Iteration 40F: 3 clusters Score -4424399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4424412.500000 Penalty: 5234.544922
	Iteration 41Q: 3 clusters Score -4424412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4424421.000000 Penalty: 5234.544922
	Iteration 42Q: 3 clusters Score -4424421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4424427.000000 Penalty: 5234.544922
	Iteration 43Q: 3 clusters Score -4424427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4424443.000000 Penalty: 5234.544922
	Iteration 44Q: 3 clusters Score -4424443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4424447.000000 Penalty: 5234.544922
	Iteration 45Q: 3 clusters Score -4424447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4424446.500000 Penalty: 5234.544922
	Iteration 46Q: 3 clusters Score -4424446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4424456.500000 Penalty: 5234.544922
	Iteration 47Q: 3 clusters Score -4424456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4424462.000000 Penalty: 5234.544922
	Iteration 48Q: 3 clusters Score -4424462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4424471.500000 Penalty: 5234.544922
	Iteration 49Q: 3 clusters Score -4424472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4424470.500000 Penalty: 5234.544922
	Iteration 50Q: 3 clusters Score -4424470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -4424474.500000 Penalty: 5234.544922
	Iteration 51Q: 3 clusters Score -4424474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4424485.500000 Penalty: 5234.544922
	Iteration 52Q: 3 clusters Score -4424486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4424492.500000 Penalty: 5234.544922
	Iteration 53Q: 3 clusters Score -4424492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4424497.000000 Penalty: 5234.544922
	Iteration 54Q: 3 clusters Score -4424497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4424500.500000 Penalty: 5234.544922
	Iteration 55Q: 3 clusters Score -4424500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4424500.000000 Penalty: 5234.544922
	Iteration 56Q: 3 clusters Score -4424500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4424502.000000 Penalty: 5234.544922
	Iteration 57Q: 3 clusters Score -4424502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4424502.000000 Penalty: 5234.544922
	Iteration 58F: 3 clusters Score -4424502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -560287.187500 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -560287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -555241.125000 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -555241.1 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -556892.125000 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -556892.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -557558.062500 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -557558.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -558041.625000 Penalty: 4297.545410
	Iteration 3F: 3 clusters Score -558041.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -558343.375000 Penalty: 4297.545410
	Iteration 4F: 3 clusters Score -558343.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -558547.500000 Penalty: 4297.545410
	Iteration 5Q: 3 clusters Score -558547.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -558657.187500 Penalty: 4297.545410
	Iteration 6Q: 3 clusters Score -558657.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -558732.750000 Penalty: 4297.545410
	Iteration 7Q: 3 clusters Score -558732.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -558775.250000 Penalty: 4297.545410
	Iteration 8Q: 3 clusters Score -558775.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -558806.500000 Penalty: 4297.545410
	Iteration 9Q: 3 clusters Score -558806.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -558839.375000 Penalty: 4297.545410
	Iteration 10Q: 3 clusters Score -558839.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -558875.312500 Penalty: 4297.545410
	Iteration 11Q: 3 clusters Score -558875.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -558902.500000 Penalty: 4297.545410
	Iteration 12Q: 3 clusters Score -558902.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -558919.812500 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -558919.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -558938.375000 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -558938.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -558953.750000 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -558953.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -558968.250000 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -558968.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -558988.125000 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -558988.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -559004.125000 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -559004.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -559016.812500 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -559016.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -559031.812500 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -559031.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -559043.125000 Penalty: 4297.545410
	Iteration 21Q: 3 clusters Score -559043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -559054.062500 Penalty: 4297.545410
	Iteration 22Q: 3 clusters Score -559054.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -559063.937500 Penalty: 4297.545410
	Iteration 23Q: 3 clusters Score -559063.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -559070.687500 Penalty: 4297.545410
	Iteration 24Q: 3 clusters Score -559070.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -559077.687500 Penalty: 4297.545410
	Iteration 25Q: 3 clusters Score -559077.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -559082.562500 Penalty: 4297.545410
	Iteration 26Q: 3 clusters Score -559082.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -559090.000000 Penalty: 4297.545410
	Iteration 27Q: 3 clusters Score -559090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -559098.187500 Penalty: 4297.545410
	Iteration 28Q: 3 clusters Score -559098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -559105.125000 Penalty: 4297.545410
	Iteration 29Q: 3 clusters Score -559105.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -559116.625000 Penalty: 4297.545410
	Iteration 30Q: 3 clusters Score -559116.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -559125.625000 Penalty: 4297.545410
	Iteration 31Q: 3 clusters Score -559125.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -559136.500000 Penalty: 4297.545410
	Iteration 32Q: 3 clusters Score -559136.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -559145.562500 Penalty: 4297.545410
	Iteration 33Q: 3 clusters Score -559145.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -559153.625000 Penalty: 4297.545410
	Iteration 34Q: 3 clusters Score -559153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -559159.687500 Penalty: 4297.545410
	Iteration 35Q: 3 clusters Score -559159.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -559167.125000 Penalty: 4297.545410
	Iteration 36Q: 3 clusters Score -559167.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -559174.312500 Penalty: 4297.545410
	Iteration 37Q: 3 clusters Score -559174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -559178.062500 Penalty: 4297.545410
	Iteration 38Q: 3 clusters Score -559178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -559180.000000 Penalty: 4297.545410
	Iteration 39Q: 3 clusters Score -559180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -559180.937500 Penalty: 4297.545410
	Iteration 40F: 3 clusters Score -559180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -559180.937500 Penalty: 4297.545410
	Iteration 41Q: 3 clusters Score -559180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -559181.375000 Penalty: 4297.545410
	Iteration 42Q: 3 clusters Score -559181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -559182.062500 Penalty: 4297.545410
	Iteration 43Q: 3 clusters Score -559182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -559182.500000 Penalty: 4297.545410
	Iteration 44Q: 3 clusters Score -559182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -559183.625000 Penalty: 4297.545410
	Iteration 45Q: 3 clusters Score -559183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -559186.125000 Penalty: 4297.545410
	Iteration 46Q: 3 clusters Score -559186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -559190.812500 Penalty: 4297.545410
	Iteration 47Q: 3 clusters Score -559190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -559192.750000 Penalty: 4297.545410
	Iteration 48Q: 3 clusters Score -559192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -559195.125000 Penalty: 4297.545410
	Iteration 49Q: 3 clusters Score -559195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -559200.937500 Penalty: 4297.545410
	Iteration 50Q: 3 clusters Score -559200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -559203.812500 Penalty: 4297.545410
	Iteration 51Q: 3 clusters Score -559203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -559207.000000 Penalty: 4297.545410
	Iteration 52Q: 3 clusters Score -559207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -559213.000000 Penalty: 4297.545410
	Iteration 53Q: 3 clusters Score -559213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -559220.687500 Penalty: 4297.545410
	Iteration 54Q: 3 clusters Score -559220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -559225.250000 Penalty: 4297.545410
	Iteration 55Q: 3 clusters Score -559225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -559231.500000 Penalty: 4297.545410
	Iteration 56Q: 3 clusters Score -559231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -559234.125000 Penalty: 4297.545410
	Iteration 57Q: 3 clusters Score -559234.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -559239.125000 Penalty: 4297.545410
	Iteration 58Q: 3 clusters Score -559239.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -559242.562500 Penalty: 4297.545410
	Iteration 59Q: 3 clusters Score -559242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -559249.625000 Penalty: 4297.545410
	Iteration 60F: 3 clusters Score -559249.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -559260.562500 Penalty: 4297.545410
	Iteration 61Q: 3 clusters Score -559260.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -559276.000000 Penalty: 4297.545410
	Iteration 62Q: 3 clusters Score -559276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -559291.375000 Penalty: 4297.545410
	Iteration 63Q: 3 clusters Score -559291.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -559314.187500 Penalty: 4297.545410
	Iteration 64Q: 3 clusters Score -559314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -559336.562500 Penalty: 4297.545410
	Iteration 65Q: 3 clusters Score -559336.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -559360.000000 Penalty: 4297.545410
	Iteration 66Q: 3 clusters Score -559360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -559378.375000 Penalty: 4297.545410
	Iteration 67Q: 3 clusters Score -559378.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -559389.312500 Penalty: 4297.545410
	Iteration 68Q: 3 clusters Score -559389.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -559401.125000 Penalty: 4297.545410
	Iteration 69Q: 3 clusters Score -559401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -559415.937500 Penalty: 4297.545410
	Iteration 70Q: 3 clusters Score -559415.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -559427.187500 Penalty: 4297.545410
	Iteration 71Q: 3 clusters Score -559427.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -559436.187500 Penalty: 4297.545410
	Iteration 72Q: 3 clusters Score -559436.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -559445.937500 Penalty: 4297.545410
	Iteration 73Q: 3 clusters Score -559445.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -559452.312500 Penalty: 4297.545410
	Iteration 74Q: 3 clusters Score -559452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559457.750000 Penalty: 4297.545410
	Iteration 75Q: 3 clusters Score -559457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -559460.812500 Penalty: 4297.545410
	Iteration 76Q: 3 clusters Score -559460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -559464.000000 Penalty: 4297.545410
	Iteration 77Q: 3 clusters Score -559464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -559468.687500 Penalty: 4297.545410
	Iteration 78Q: 3 clusters Score -559468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -559472.750000 Penalty: 4297.545410
	Iteration 79Q: 3 clusters Score -559472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -559476.875000 Penalty: 4297.545410
	Iteration 80F: 3 clusters Score -559476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -559478.312500 Penalty: 4297.545410
	Iteration 81Q: 3 clusters Score -559478.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -559480.750000 Penalty: 4297.545410
	Iteration 82Q: 3 clusters Score -559480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -559482.812500 Penalty: 4297.545410
	Iteration 83Q: 3 clusters Score -559482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -559483.125000 Penalty: 4297.545410
	Iteration 84Q: 3 clusters Score -559483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -559483.437500 Penalty: 4297.545410
	Iteration 85Q: 3 clusters Score -559483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -559483.375000 Penalty: 4297.545410
	Iteration 86Q: 3 clusters Score -559483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -559483.375000 Penalty: 4297.545410
	Iteration 87F: 3 clusters Score -559483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Entering Unmasked Estep 
Score: -4835809.500000 Penalty: 2638.614258
	Iteration 0F: 2 clusters Score -4835810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4807511.500000 Penalty: 5277.228516
	Iteration 0F: 3 clusters Score -4807512 nChanged 19188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4817955.000000 Penalty: 5277.228516
	Iteration 1F: 3 clusters Score -4817955 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4818509.500000 Penalty: 5277.228516
	Iteration 2Q: 3 clusters Score -4818510 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4819115.000000 Penalty: 5277.228516
	Iteration 3Q: 3 clusters Score -4819115 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4819753.500000 Penalty: 5277.228516
	Iteration 4Q: 3 clusters Score -4819754 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -4820477.000000 Penalty: 5277.228516
	Iteration 5Q: 3 clusters Score -4820477 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4821421.500000 Penalty: 5277.228516
	Iteration 6Q: 3 clusters Score -4821422 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4822611.000000 Penalty: 5277.228516
	Iteration 7F: 3 clusters Score -4822611 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4824182.000000 Penalty: 5277.228516
	Iteration 8F: 3 clusters Score -4824182 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4826167.500000 Penalty: 5277.228516
	Iteration 9F: 3 clusters Score -4826168 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4828382.500000 Penalty: 5277.228516
	Iteration 10F: 3 clusters Score -4828382 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4830509.000000 Penalty: 5277.228516
	Iteration 11F: 3 clusters Score -4830509 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4832029.500000 Penalty: 5277.228516
	Iteration 12Q: 3 clusters Score -4832030 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4832827.500000 Penalty: 5277.228516
	Iteration 13Q: 3 clusters Score -4832828 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -4833180.000000 Penalty: 5277.228516
	Iteration 14Q: 3 clusters Score -4833180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4833322.000000 Penalty: 5277.228516
	Iteration 15Q: 3 clusters Score -4833322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -4833432.000000 Penalty: 5277.228516
	Iteration 16Q: 3 clusters Score -4833432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -4833465.000000 Penalty: 5277.228516
	Iteration 17Q: 3 clusters Score -4833465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4833496.500000 Penalty: 5277.228516
	Iteration 18Q: 3 clusters Score -4833496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4833520.000000 Penalty: 5277.228516
	Iteration 19Q: 3 clusters Score -4833520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -4833543.000000 Penalty: 5277.228516
	Iteration 20F: 3 clusters Score -4833543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -4833562.500000 Penalty: 5277.228516
	Iteration 21Q: 3 clusters Score -4833562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4833576.000000 Penalty: 5277.228516
	Iteration 22Q: 3 clusters Score -4833576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -4833580.500000 Penalty: 5277.228516
	Iteration 23Q: 3 clusters Score -4833580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -4833577.000000 Penalty: 5277.228516
	Iteration 24Q: 3 clusters Score -4833577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -4833588.500000 Penalty: 5277.228516
	Iteration 25Q: 3 clusters Score -4833588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -4833590.500000 Penalty: 5277.228516
	Iteration 26Q: 3 clusters Score -4833590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -4833595.500000 Penalty: 5277.228516
	Iteration 27Q: 3 clusters Score -4833596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4833591.000000 Penalty: 5277.228516
	Iteration 28Q: 3 clusters Score -4833591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4833591.500000 Penalty: 5277.228516
	Iteration 29Q: 3 clusters Score -4833592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4833594.000000 Penalty: 5277.228516
	Iteration 30Q: 3 clusters Score -4833594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -4833594.500000 Penalty: 5277.228516
	Iteration 31Q: 3 clusters Score -4833594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -4833594.500000 Penalty: 5277.228516
	Iteration 32F: 3 clusters Score -4833594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Entering Unmasked Estep 
Score: -1014259.875000 Penalty: 2280.592529
	Iteration 0F: 2 clusters Score -1014260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1006696.937500 Penalty: 4561.185059
	Iteration 0F: 3 clusters Score -1006697 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1009226.000000 Penalty: 4561.185059
	Iteration 1F: 3 clusters Score -1009226 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1009839.312500 Penalty: 4561.185059
	Iteration 2F: 3 clusters Score -1009839 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1010459.500000 Penalty: 4561.185059
	Iteration 3F: 3 clusters Score -1010460 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1011111.500000 Penalty: 4561.185059
	Iteration 4F: 3 clusters Score -1011112 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1011778.125000 Penalty: 4561.185059
	Iteration 5F: 3 clusters Score -1011778 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1012316.937500 Penalty: 4561.185059
	Iteration 6F: 3 clusters Score -1012317 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1012729.437500 Penalty: 4561.185059
	Iteration 7F: 3 clusters Score -1012729 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1013038.250000 Penalty: 4561.185059
	Iteration 8Q: 3 clusters Score -1013038 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1013252.625000 Penalty: 4561.185059
	Iteration 9Q: 3 clusters Score -1013253 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1013403.687500 Penalty: 4561.185059
	Iteration 10Q: 3 clusters Score -1013404 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1013503.875000 Penalty: 4561.185059
	Iteration 11Q: 3 clusters Score -1013504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1013565.625000 Penalty: 4561.185059
	Iteration 12Q: 3 clusters Score -1013566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1013616.625000 Penalty: 4561.185059
	Iteration 13Q: 3 clusters Score -1013617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1013684.187500 Penalty: 4561.185059
	Iteration 14Q: 3 clusters Score -1013684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1013738.687500 Penalty: 4561.185059
	Iteration 15Q: 3 clusters Score -1013739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1013783.625000 Penalty: 4561.185059
	Iteration 16Q: 3 clusters Score -1013784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1013825.500000 Penalty: 4561.185059
	Iteration 17Q: 3 clusters Score -1013826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1013850.437500 Penalty: 4561.185059
	Iteration 18Q: 3 clusters Score -1013850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1013869.000000 Penalty: 4561.185059
	Iteration 19Q: 3 clusters Score -1013869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1013885.812500 Penalty: 4561.185059
	Iteration 20F: 3 clusters Score -1013886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1013896.500000 Penalty: 4561.185059
	Iteration 21Q: 3 clusters Score -1013896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1013907.937500 Penalty: 4561.185059
	Iteration 22Q: 3 clusters Score -1013908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1013915.312500 Penalty: 4561.185059
	Iteration 23Q: 3 clusters Score -1013915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1013925.437500 Penalty: 4561.185059
	Iteration 24Q: 3 clusters Score -1013925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1013932.250000 Penalty: 4561.185059
	Iteration 25Q: 3 clusters Score -1013932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1013933.687500 Penalty: 4561.185059
	Iteration 26Q: 3 clusters Score -1013934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1013935.875000 Penalty: 4561.185059
	Iteration 27Q: 3 clusters Score -1013936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1013939.875000 Penalty: 4561.185059
	Iteration 28Q: 3 clusters Score -1013940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1013943.687500 Penalty: 4561.185059
	Iteration 29Q: 3 clusters Score -1013944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1013943.687500 Penalty: 4561.185059
	Iteration 30Q: 3 clusters Score -1013944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1013946.000000 Penalty: 4561.185059
	Iteration 31Q: 3 clusters Score -1013946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1013948.687500 Penalty: 4561.185059
	Iteration 32Q: 3 clusters Score -1013949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1013950.812500 Penalty: 4561.185059
	Iteration 33Q: 3 clusters Score -1013951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1013952.687500 Penalty: 4561.185059
	Iteration 34Q: 3 clusters Score -1013953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1013954.250000 Penalty: 4561.185059
	Iteration 35Q: 3 clusters Score -1013954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1013954.562500 Penalty: 4561.185059
	Iteration 36Q: 3 clusters Score -1013955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1013958.937500 Penalty: 4561.185059
	Iteration 37Q: 3 clusters Score -1013959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1013962.312500 Penalty: 4561.185059
	Iteration 38Q: 3 clusters Score -1013962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1013964.687500 Penalty: 4561.185059
	Iteration 39Q: 3 clusters Score -1013965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1013970.437500 Penalty: 4561.185059
	Iteration 40F: 3 clusters Score -1013970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1013973.562500 Penalty: 4561.185059
	Iteration 41Q: 3 clusters Score -1013974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1013973.562500 Penalty: 4561.185059
	Iteration 42Q: 3 clusters Score -1013974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1013976.875000 Penalty: 4561.185059
	Iteration 43Q: 3 clusters Score -1013977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1013975.187500 Penalty: 4561.185059
	Iteration 44Q: 3 clusters Score -1013975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1013973.500000 Penalty: 4561.185059
	Iteration 45Q: 3 clusters Score -1013974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1013979.062500 Penalty: 4561.185059
	Iteration 46Q: 3 clusters Score -1013979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1013979.062500 Penalty: 4561.185059
	Iteration 47Q: 3 clusters Score -1013979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1013983.062500 Penalty: 4561.185059
	Iteration 48Q: 3 clusters Score -1013983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1013984.812500 Penalty: 4561.185059
	Iteration 49Q: 3 clusters Score -1013985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1013991.875000 Penalty: 4561.185059
	Iteration 50Q: 3 clusters Score -1013992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1013992.312500 Penalty: 4561.185059
	Iteration 51Q: 3 clusters Score -1013992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1013994.062500 Penalty: 4561.185059
	Iteration 52Q: 3 clusters Score -1013994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1013998.062500 Penalty: 4561.185059
	Iteration 53Q: 3 clusters Score -1013998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1014000.687500 Penalty: 4561.185059
	Iteration 54Q: 3 clusters Score -1014001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1014007.937500 Penalty: 4561.185059
	Iteration 55Q: 3 clusters Score -1014008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1014009.625000 Penalty: 4561.185059
	Iteration 56Q: 3 clusters Score -1014010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1014011.437500 Penalty: 4561.185059
	Iteration 57Q: 3 clusters Score -1014011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1014012.875000 Penalty: 4561.185059
	Iteration 58Q: 3 clusters Score -1014013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1014014.250000 Penalty: 4561.185059
	Iteration 59Q: 3 clusters Score -1014014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1014019.437500 Penalty: 4561.185059
	Iteration 60F: 3 clusters Score -1014019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1014021.625000 Penalty: 4561.185059
	Iteration 61Q: 3 clusters Score -1014022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1014021.187500 Penalty: 4561.185059
	Iteration 62Q: 3 clusters Score -1014021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1014024.250000 Penalty: 4561.185059
	Iteration 63Q: 3 clusters Score -1014024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1014024.750000 Penalty: 4561.185059
	Iteration 64Q: 3 clusters Score -1014025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1014025.312500 Penalty: 4561.185059
	Iteration 65Q: 3 clusters Score -1014025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1014025.375000 Penalty: 4561.185059
	Iteration 66Q: 3 clusters Score -1014025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1014024.875000 Penalty: 4561.185059
	Iteration 67Q: 3 clusters Score -1014025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1014026.125000 Penalty: 4561.185059
	Iteration 68Q: 3 clusters Score -1014026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1014026.125000 Penalty: 4561.185059
	Iteration 69F: 3 clusters Score -1014026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -140382.218750 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -140382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138267.062500 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -138267.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138559.109375 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -138559.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138638.109375 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -138638.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138683.046875 Penalty: 3548.689209
	Iteration 3Q: 3 clusters Score -138683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138708.671875 Penalty: 3548.689209
	Iteration 4Q: 3 clusters Score -138708.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138738.421875 Penalty: 3548.689209
	Iteration 5Q: 3 clusters Score -138738.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138761.750000 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -138761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138777.296875 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -138777.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -138791.359375 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -138791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138805.062500 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -138805.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138825.718750 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -138825.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138841.140625 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -138841.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -138861.906250 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -138861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138881.640625 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -138881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138901.515625 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -138901.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -138933.828125 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -138933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138956.218750 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -138956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -138992.703125 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -138992.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139008.109375 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -139008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -139017.125000 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -139017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139023.531250 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -139023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -139032.687500 Penalty: 3548.689209
	Iteration 21Q: 3 clusters Score -139032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -139033.812500 Penalty: 3548.689209
	Iteration 22Q: 3 clusters Score -139033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -139034.406250 Penalty: 3548.689209
	Iteration 23Q: 3 clusters Score -139034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139035.234375 Penalty: 3548.689209
	Iteration 24Q: 3 clusters Score -139035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139035.234375 Penalty: 3548.689209
	Iteration 25F: 3 clusters Score -139035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Entering Unmasked Estep 
Score: -1284654.250000 Penalty: 2323.800049
	Iteration 0F: 2 clusters Score -1284654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1275870.625000 Penalty: 4647.600098
	Iteration 0F: 3 clusters Score -1275871 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1278520.875000 Penalty: 4647.600098
	Iteration 1F: 3 clusters Score -1278521 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1278910.000000 Penalty: 4647.600098
	Iteration 2F: 3 clusters Score -1278910 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1279194.500000 Penalty: 4647.600098
	Iteration 3F: 3 clusters Score -1279194 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1279408.875000 Penalty: 4647.600098
	Iteration 4Q: 3 clusters Score -1279409 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1279594.125000 Penalty: 4647.600098
	Iteration 5Q: 3 clusters Score -1279594 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1279757.375000 Penalty: 4647.600098
	Iteration 6Q: 3 clusters Score -1279757 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1279926.875000 Penalty: 4647.600098
	Iteration 7Q: 3 clusters Score -1279927 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1280118.500000 Penalty: 4647.600098
	Iteration 8Q: 3 clusters Score -1280118 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1280293.250000 Penalty: 4647.600098
	Iteration 9Q: 3 clusters Score -1280293 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1280485.250000 Penalty: 4647.600098
	Iteration 10Q: 3 clusters Score -1280485 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1280723.125000 Penalty: 4647.600098
	Iteration 11Q: 3 clusters Score -1280723 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1280983.250000 Penalty: 4647.600098
	Iteration 12Q: 3 clusters Score -1280983 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1281261.250000 Penalty: 4647.600098
	Iteration 13Q: 3 clusters Score -1281261 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1281551.125000 Penalty: 4647.600098
	Iteration 14Q: 3 clusters Score -1281551 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1281804.625000 Penalty: 4647.600098
	Iteration 15Q: 3 clusters Score -1281805 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1281976.750000 Penalty: 4647.600098
	Iteration 16Q: 3 clusters Score -1281977 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1282123.750000 Penalty: 4647.600098
	Iteration 17Q: 3 clusters Score -1282124 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1282233.375000 Penalty: 4647.600098
	Iteration 18Q: 3 clusters Score -1282233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1282308.875000 Penalty: 4647.600098
	Iteration 19Q: 3 clusters Score -1282309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1282359.625000 Penalty: 4647.600098
	Iteration 20F: 3 clusters Score -1282360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1282396.125000 Penalty: 4647.600098
	Iteration 21Q: 3 clusters Score -1282396 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1282432.375000 Penalty: 4647.600098
	Iteration 22Q: 3 clusters Score -1282432 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1282456.500000 Penalty: 4647.600098
	Iteration 23Q: 3 clusters Score -1282456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1282480.625000 Penalty: 4647.600098
	Iteration 24Q: 3 clusters Score -1282481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1282503.625000 Penalty: 4647.600098
	Iteration 25Q: 3 clusters Score -1282504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1282514.875000 Penalty: 4647.600098
	Iteration 26Q: 3 clusters Score -1282515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1282527.875000 Penalty: 4647.600098
	Iteration 27Q: 3 clusters Score -1282528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1282534.125000 Penalty: 4647.600098
	Iteration 28Q: 3 clusters Score -1282534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1282550.875000 Penalty: 4647.600098
	Iteration 29Q: 3 clusters Score -1282551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1282562.250000 Penalty: 4647.600098
	Iteration 30Q: 3 clusters Score -1282562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1282575.125000 Penalty: 4647.600098
	Iteration 31Q: 3 clusters Score -1282575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1282589.375000 Penalty: 4647.600098
	Iteration 32Q: 3 clusters Score -1282589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1282606.125000 Penalty: 4647.600098
	Iteration 33Q: 3 clusters Score -1282606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1282618.625000 Penalty: 4647.600098
	Iteration 34Q: 3 clusters Score -1282619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1282633.500000 Penalty: 4647.600098
	Iteration 35Q: 3 clusters Score -1282634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1282641.125000 Penalty: 4647.600098
	Iteration 36Q: 3 clusters Score -1282641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1282644.500000 Penalty: 4647.600098
	Iteration 37Q: 3 clusters Score -1282644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1282658.125000 Penalty: 4647.600098
	Iteration 38Q: 3 clusters Score -1282658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1282660.750000 Penalty: 4647.600098
	Iteration 39Q: 3 clusters Score -1282661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1282665.625000 Penalty: 4647.600098
	Iteration 40F: 3 clusters Score -1282666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1282672.375000 Penalty: 4647.600098
	Iteration 41Q: 3 clusters Score -1282672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1282676.375000 Penalty: 4647.600098
	Iteration 42Q: 3 clusters Score -1282676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1282684.375000 Penalty: 4647.600098
	Iteration 43Q: 3 clusters Score -1282684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1282692.250000 Penalty: 4647.600098
	Iteration 44Q: 3 clusters Score -1282692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1282696.250000 Penalty: 4647.600098
	Iteration 45Q: 3 clusters Score -1282696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1282703.250000 Penalty: 4647.600098
	Iteration 46Q: 3 clusters Score -1282703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1282712.125000 Penalty: 4647.600098
	Iteration 47Q: 3 clusters Score -1282712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1282720.875000 Penalty: 4647.600098
	Iteration 48Q: 3 clusters Score -1282721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1282732.000000 Penalty: 4647.600098
	Iteration 49Q: 3 clusters Score -1282732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1282740.375000 Penalty: 4647.600098
	Iteration 50Q: 3 clusters Score -1282740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1282746.250000 Penalty: 4647.600098
	Iteration 51Q: 3 clusters Score -1282746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1282750.000000 Penalty: 4647.600098
	Iteration 52Q: 3 clusters Score -1282750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1282762.250000 Penalty: 4647.600098
	Iteration 53Q: 3 clusters Score -1282762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1282766.250000 Penalty: 4647.600098
	Iteration 54Q: 3 clusters Score -1282766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1282772.000000 Penalty: 4647.600098
	Iteration 55Q: 3 clusters Score -1282772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1282779.875000 Penalty: 4647.600098
	Iteration 56Q: 3 clusters Score -1282780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1282787.750000 Penalty: 4647.600098
	Iteration 57Q: 3 clusters Score -1282788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1282789.500000 Penalty: 4647.600098
	Iteration 58Q: 3 clusters Score -1282790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1282802.625000 Penalty: 4647.600098
	Iteration 59Q: 3 clusters Score -1282803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1282802.875000 Penalty: 4647.600098
	Iteration 60F: 3 clusters Score -1282803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1282812.750000 Penalty: 4647.600098
	Iteration 61Q: 3 clusters Score -1282813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1282821.625000 Penalty: 4647.600098
	Iteration 62Q: 3 clusters Score -1282822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1282831.500000 Penalty: 4647.600098
	Iteration 63Q: 3 clusters Score -1282832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1282836.250000 Penalty: 4647.600098
	Iteration 64Q: 3 clusters Score -1282836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1282844.875000 Penalty: 4647.600098
	Iteration 65Q: 3 clusters Score -1282845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1282856.125000 Penalty: 4647.600098
	Iteration 66Q: 3 clusters Score -1282856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1282862.000000 Penalty: 4647.600098
	Iteration 67Q: 3 clusters Score -1282862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1282867.875000 Penalty: 4647.600098
	Iteration 68Q: 3 clusters Score -1282868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1282884.250000 Penalty: 4647.600098
	Iteration 69Q: 3 clusters Score -1282884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1282900.625000 Penalty: 4647.600098
	Iteration 70Q: 3 clusters Score -1282901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1282913.875000 Penalty: 4647.600098
	Iteration 71Q: 3 clusters Score -1282914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1282917.500000 Penalty: 4647.600098
	Iteration 72Q: 3 clusters Score -1282918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1282921.375000 Penalty: 4647.600098
	Iteration 73Q: 3 clusters Score -1282921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1282929.375000 Penalty: 4647.600098
	Iteration 74Q: 3 clusters Score -1282929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1282930.375000 Penalty: 4647.600098
	Iteration 75Q: 3 clusters Score -1282930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1282931.375000 Penalty: 4647.600098
	Iteration 76Q: 3 clusters Score -1282931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1282933.375000 Penalty: 4647.600098
	Iteration 77Q: 3 clusters Score -1282933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1282938.625000 Penalty: 4647.600098
	Iteration 78Q: 3 clusters Score -1282939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1282938.375000 Penalty: 4647.600098
	Iteration 79Q: 3 clusters Score -1282938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1282936.750000 Penalty: 4647.600098
	Iteration 80F: 3 clusters Score -1282937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1282938.125000 Penalty: 4647.600098
	Iteration 81Q: 3 clusters Score -1282938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1282941.625000 Penalty: 4647.600098
	Iteration 82Q: 3 clusters Score -1282942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1282943.750000 Penalty: 4647.600098
	Iteration 83Q: 3 clusters Score -1282944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1282947.000000 Penalty: 4647.600098
	Iteration 84Q: 3 clusters Score -1282947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1282948.875000 Penalty: 4647.600098
	Iteration 85Q: 3 clusters Score -1282949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1282951.125000 Penalty: 4647.600098
	Iteration 86Q: 3 clusters Score -1282951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1282952.500000 Penalty: 4647.600098
	Iteration 87Q: 3 clusters Score -1282952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1282954.750000 Penalty: 4647.600098
	Iteration 88Q: 3 clusters Score -1282955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1282961.125000 Penalty: 4647.600098
	Iteration 89Q: 3 clusters Score -1282961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1282961.875000 Penalty: 4647.600098
	Iteration 90Q: 3 clusters Score -1282962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1282965.625000 Penalty: 4647.600098
	Iteration 91Q: 3 clusters Score -1282966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1282965.500000 Penalty: 4647.600098
	Iteration 92Q: 3 clusters Score -1282966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1282965.875000 Penalty: 4647.600098
	Iteration 93Q: 3 clusters Score -1282966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1282966.125000 Penalty: 4647.600098
	Iteration 94Q: 3 clusters Score -1282966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1282968.625000 Penalty: 4647.600098
	Iteration 95Q: 3 clusters Score -1282969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1282969.875000 Penalty: 4647.600098
	Iteration 96Q: 3 clusters Score -1282970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1282970.375000 Penalty: 4647.600098
	Iteration 97Q: 3 clusters Score -1282970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1282970.875000 Penalty: 4647.600098
	Iteration 98Q: 3 clusters Score -1282971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1282975.625000 Penalty: 4647.600098
	Iteration 99Q: 3 clusters Score -1282976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1282977.125000 Penalty: 4647.600098
	Iteration 100F: 3 clusters Score -1282977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1282974.375000 Penalty: 4647.600098
	Iteration 101Q: 3 clusters Score -1282974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1282975.875000 Penalty: 4647.600098
	Iteration 102Q: 3 clusters Score -1282976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1282979.875000 Penalty: 4647.600098
	Iteration 103Q: 3 clusters Score -1282980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1282982.500000 Penalty: 4647.600098
	Iteration 104Q: 3 clusters Score -1282982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1282984.750000 Penalty: 4647.600098
	Iteration 105Q: 3 clusters Score -1282985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1282987.250000 Penalty: 4647.600098
	Iteration 106Q: 3 clusters Score -1282987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1282988.500000 Penalty: 4647.600098
	Iteration 107Q: 3 clusters Score -1282988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1282991.750000 Penalty: 4647.600098
	Iteration 108Q: 3 clusters Score -1282992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1282990.375000 Penalty: 4647.600098
	Iteration 109Q: 3 clusters Score -1282990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1282990.875000 Penalty: 4647.600098
	Iteration 110Q: 3 clusters Score -1282991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1282990.875000 Penalty: 4647.600098
	Iteration 111F: 3 clusters Score -1282991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Entering Unmasked Estep 
Score: -2351822.000000 Penalty: 2463.479736
	Iteration 0F: 2 clusters Score -2351822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2337396.750000 Penalty: 4926.959473
	Iteration 0F: 3 clusters Score -2337397 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2342172.750000 Penalty: 4926.959473
	Iteration 1F: 3 clusters Score -2342173 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2342602.000000 Penalty: 4926.959473
	Iteration 2F: 3 clusters Score -2342602 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2343105.750000 Penalty: 4926.959473
	Iteration 3Q: 3 clusters Score -2343106 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2343769.750000 Penalty: 4926.959473
	Iteration 4F: 3 clusters Score -2343770 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2344579.750000 Penalty: 4926.959473
	Iteration 5F: 3 clusters Score -2344580 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2345569.500000 Penalty: 4926.959473
	Iteration 6F: 3 clusters Score -2345570 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2346528.000000 Penalty: 4926.959473
	Iteration 7F: 3 clusters Score -2346528 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2347247.250000 Penalty: 4926.959473
	Iteration 8F: 3 clusters Score -2347247 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2347809.500000 Penalty: 4926.959473
	Iteration 9Q: 3 clusters Score -2347810 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2348275.750000 Penalty: 4926.959473
	Iteration 10Q: 3 clusters Score -2348276 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2348690.250000 Penalty: 4926.959473
	Iteration 11Q: 3 clusters Score -2348690 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2349140.500000 Penalty: 4926.959473
	Iteration 12Q: 3 clusters Score -2349140 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2349609.750000 Penalty: 4926.959473
	Iteration 13Q: 3 clusters Score -2349610 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2350013.500000 Penalty: 4926.959473
	Iteration 14Q: 3 clusters Score -2350014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2350229.000000 Penalty: 4926.959473
	Iteration 15Q: 3 clusters Score -2350229 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2350380.250000 Penalty: 4926.959473
	Iteration 16Q: 3 clusters Score -2350380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2350444.250000 Penalty: 4926.959473
	Iteration 17Q: 3 clusters Score -2350444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2350496.250000 Penalty: 4926.959473
	Iteration 18Q: 3 clusters Score -2350496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2350518.750000 Penalty: 4926.959473
	Iteration 19Q: 3 clusters Score -2350519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2350539.500000 Penalty: 4926.959473
	Iteration 20F: 3 clusters Score -2350540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2350560.000000 Penalty: 4926.959473
	Iteration 21Q: 3 clusters Score -2350560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2350565.750000 Penalty: 4926.959473
	Iteration 22Q: 3 clusters Score -2350566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2350574.250000 Penalty: 4926.959473
	Iteration 23Q: 3 clusters Score -2350574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2350576.250000 Penalty: 4926.959473
	Iteration 24Q: 3 clusters Score -2350576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2350580.500000 Penalty: 4926.959473
	Iteration 25Q: 3 clusters Score -2350580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2350583.250000 Penalty: 4926.959473
	Iteration 26Q: 3 clusters Score -2350583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2350588.000000 Penalty: 4926.959473
	Iteration 27Q: 3 clusters Score -2350588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2350590.500000 Penalty: 4926.959473
	Iteration 28Q: 3 clusters Score -2350590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2350593.250000 Penalty: 4926.959473
	Iteration 29Q: 3 clusters Score -2350593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2350588.750000 Penalty: 4926.959473
	Iteration 30Q: 3 clusters Score -2350589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2350591.750000 Penalty: 4926.959473
	Iteration 31Q: 3 clusters Score -2350592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2350605.000000 Penalty: 4926.959473
	Iteration 32Q: 3 clusters Score -2350605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2350608.000000 Penalty: 4926.959473
	Iteration 33Q: 3 clusters Score -2350608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2350614.250000 Penalty: 4926.959473
	Iteration 34Q: 3 clusters Score -2350614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2350621.250000 Penalty: 4926.959473
	Iteration 35Q: 3 clusters Score -2350621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2350623.500000 Penalty: 4926.959473
	Iteration 36Q: 3 clusters Score -2350624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2350625.250000 Penalty: 4926.959473
	Iteration 37Q: 3 clusters Score -2350625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2350624.750000 Penalty: 4926.959473
	Iteration 38Q: 3 clusters Score -2350625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2350628.250000 Penalty: 4926.959473
	Iteration 39Q: 3 clusters Score -2350628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2350630.500000 Penalty: 4926.959473
	Iteration 40F: 3 clusters Score -2350630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2350634.250000 Penalty: 4926.959473
	Iteration 41Q: 3 clusters Score -2350634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2350631.250000 Penalty: 4926.959473
	Iteration 42Q: 3 clusters Score -2350631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2350632.000000 Penalty: 4926.959473
	Iteration 43Q: 3 clusters Score -2350632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2350637.250000 Penalty: 4926.959473
	Iteration 44Q: 3 clusters Score -2350637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2350635.000000 Penalty: 4926.959473
	Iteration 45Q: 3 clusters Score -2350635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2350638.000000 Penalty: 4926.959473
	Iteration 46Q: 3 clusters Score -2350638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2350636.500000 Penalty: 4926.959473
	Iteration 47Q: 3 clusters Score -2350636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2350640.250000 Penalty: 4926.959473
	Iteration 48Q: 3 clusters Score -2350640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2350641.000000 Penalty: 4926.959473
	Iteration 49Q: 3 clusters Score -2350641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2350643.500000 Penalty: 4926.959473
	Iteration 50Q: 3 clusters Score -2350644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2350641.500000 Penalty: 4926.959473
	Iteration 51Q: 3 clusters Score -2350642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2350641.000000 Penalty: 4926.959473
	Iteration 52Q: 3 clusters Score -2350641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2350641.000000 Penalty: 4926.959473
	Iteration 53Q: 3 clusters Score -2350641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2350645.250000 Penalty: 4926.959473
	Iteration 54Q: 3 clusters Score -2350645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2350644.250000 Penalty: 4926.959473
	Iteration 55Q: 3 clusters Score -2350644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2350646.250000 Penalty: 4926.959473
	Iteration 56Q: 3 clusters Score -2350646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2350642.750000 Penalty: 4926.959473
	Iteration 57Q: 3 clusters Score -2350643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2350642.750000 Penalty: 4926.959473
	Iteration 58F: 3 clusters Score -2350643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Entering Unmasked Estep 
Score: -1863440.750000 Penalty: 2406.818848
	Iteration 0F: 2 clusters Score -1863441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1851708.875000 Penalty: 4813.637695
	Iteration 0F: 3 clusters Score -1851709 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1855504.500000 Penalty: 4813.637695
	Iteration 1F: 3 clusters Score -1855504 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1856012.500000 Penalty: 4813.637695
	Iteration 2F: 3 clusters Score -1856012 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1856603.875000 Penalty: 4813.637695
	Iteration 3F: 3 clusters Score -1856604 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1857379.875000 Penalty: 4813.637695
	Iteration 4F: 3 clusters Score -1857380 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1858395.000000 Penalty: 4813.637695
	Iteration 5F: 3 clusters Score -1858395 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1859440.125000 Penalty: 4813.637695
	Iteration 6F: 3 clusters Score -1859440 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1860424.125000 Penalty: 4813.637695
	Iteration 7F: 3 clusters Score -1860424 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1861303.875000 Penalty: 4813.637695
	Iteration 8F: 3 clusters Score -1861304 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1862104.250000 Penalty: 4813.637695
	Iteration 9Q: 3 clusters Score -1862104 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1862526.125000 Penalty: 4813.637695
	Iteration 10Q: 3 clusters Score -1862526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1862716.125000 Penalty: 4813.637695
	Iteration 11Q: 3 clusters Score -1862716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1862825.875000 Penalty: 4813.637695
	Iteration 12Q: 3 clusters Score -1862826 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1862905.250000 Penalty: 4813.637695
	Iteration 13Q: 3 clusters Score -1862905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1862950.000000 Penalty: 4813.637695
	Iteration 14Q: 3 clusters Score -1862950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1863007.750000 Penalty: 4813.637695
	Iteration 15Q: 3 clusters Score -1863008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1863051.750000 Penalty: 4813.637695
	Iteration 16Q: 3 clusters Score -1863052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1863103.250000 Penalty: 4813.637695
	Iteration 17Q: 3 clusters Score -1863103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1863138.125000 Penalty: 4813.637695
	Iteration 18Q: 3 clusters Score -1863138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1863164.000000 Penalty: 4813.637695
	Iteration 19Q: 3 clusters Score -1863164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1863182.625000 Penalty: 4813.637695
	Iteration 20F: 3 clusters Score -1863183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1863192.500000 Penalty: 4813.637695
	Iteration 21Q: 3 clusters Score -1863192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1863195.875000 Penalty: 4813.637695
	Iteration 22Q: 3 clusters Score -1863196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1863203.875000 Penalty: 4813.637695
	Iteration 23Q: 3 clusters Score -1863204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1863205.250000 Penalty: 4813.637695
	Iteration 24Q: 3 clusters Score -1863205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1863209.250000 Penalty: 4813.637695
	Iteration 25Q: 3 clusters Score -1863209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1863212.625000 Penalty: 4813.637695
	Iteration 26Q: 3 clusters Score -1863213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1863210.750000 Penalty: 4813.637695
	Iteration 27Q: 3 clusters Score -1863211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1863212.625000 Penalty: 4813.637695
	Iteration 28Q: 3 clusters Score -1863213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1863212.875000 Penalty: 4813.637695
	Iteration 29Q: 3 clusters Score -1863213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1863212.875000 Penalty: 4813.637695
	Iteration 30F: 3 clusters Score -1863213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -471560.250000 Penalty: 2078.750977
	Iteration 0F: 2 clusters Score -471560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -467436.843750 Penalty: 4157.501953
	Iteration 0F: 3 clusters Score -467436.8 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -468366.031250 Penalty: 4157.501953
	Iteration 1F: 3 clusters Score -468366 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -468662.968750 Penalty: 4157.501953
	Iteration 2F: 3 clusters Score -468663 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -468915.531250 Penalty: 4157.501953
	Iteration 3F: 3 clusters Score -468915.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -469147.312500 Penalty: 4157.501953
	Iteration 4F: 3 clusters Score -469147.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -469320.843750 Penalty: 4157.501953
	Iteration 5F: 3 clusters Score -469320.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -469497.062500 Penalty: 4157.501953
	Iteration 6Q: 3 clusters Score -469497.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -469648.406250 Penalty: 4157.501953
	Iteration 7Q: 3 clusters Score -469648.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -469799.156250 Penalty: 4157.501953
	Iteration 8Q: 3 clusters Score -469799.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -469940.468750 Penalty: 4157.501953
	Iteration 9Q: 3 clusters Score -469940.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -470042.250000 Penalty: 4157.501953
	Iteration 10Q: 3 clusters Score -470042.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -470103.750000 Penalty: 4157.501953
	Iteration 11Q: 3 clusters Score -470103.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -470152.125000 Penalty: 4157.501953
	Iteration 12Q: 3 clusters Score -470152.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -470194.500000 Penalty: 4157.501953
	Iteration 13Q: 3 clusters Score -470194.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -470223.718750 Penalty: 4157.501953
	Iteration 14Q: 3 clusters Score -470223.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -470247.000000 Penalty: 4157.501953
	Iteration 15Q: 3 clusters Score -470247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -470260.812500 Penalty: 4157.501953
	Iteration 16Q: 3 clusters Score -470260.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -470276.031250 Penalty: 4157.501953
	Iteration 17Q: 3 clusters Score -470276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -470287.718750 Penalty: 4157.501953
	Iteration 18Q: 3 clusters Score -470287.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -470300.750000 Penalty: 4157.501953
	Iteration 19Q: 3 clusters Score -470300.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -470310.281250 Penalty: 4157.501953
	Iteration 20F: 3 clusters Score -470310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -470322.843750 Penalty: 4157.501953
	Iteration 21Q: 3 clusters Score -470322.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -470334.750000 Penalty: 4157.501953
	Iteration 22Q: 3 clusters Score -470334.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -470355.625000 Penalty: 4157.501953
	Iteration 23Q: 3 clusters Score -470355.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -470374.937500 Penalty: 4157.501953
	Iteration 24Q: 3 clusters Score -470374.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -470399.000000 Penalty: 4157.501953
	Iteration 25Q: 3 clusters Score -470399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -470425.250000 Penalty: 4157.501953
	Iteration 26Q: 3 clusters Score -470425.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -470448.125000 Penalty: 4157.501953
	Iteration 27Q: 3 clusters Score -470448.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -470461.406250 Penalty: 4157.501953
	Iteration 28Q: 3 clusters Score -470461.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -470473.187500 Penalty: 4157.501953
	Iteration 29Q: 3 clusters Score -470473.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -470481.187500 Penalty: 4157.501953
	Iteration 30Q: 3 clusters Score -470481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -470489.531250 Penalty: 4157.501953
	Iteration 31Q: 3 clusters Score -470489.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -470500.906250 Penalty: 4157.501953
	Iteration 32Q: 3 clusters Score -470500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -470506.625000 Penalty: 4157.501953
	Iteration 33Q: 3 clusters Score -470506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -470513.750000 Penalty: 4157.501953
	Iteration 34Q: 3 clusters Score -470513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -470513.625000 Penalty: 4157.501953
	Iteration 35Q: 3 clusters Score -470513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -470514.718750 Penalty: 4157.501953
	Iteration 36Q: 3 clusters Score -470514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -470515.093750 Penalty: 4157.501953
	Iteration 37Q: 3 clusters Score -470515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -470515.687500 Penalty: 4157.501953
	Iteration 38Q: 3 clusters Score -470515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -470516.062500 Penalty: 4157.501953
	Iteration 39Q: 3 clusters Score -470516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -470516.062500 Penalty: 4157.501953
	Iteration 40F: 3 clusters Score -470516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -972167.875000 Penalty: 2252.433594
	Iteration 0F: 2 clusters Score -972167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -965216.875000 Penalty: 4504.867188
	Iteration 0F: 3 clusters Score -965216.9 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -967250.000000 Penalty: 4504.867188
	Iteration 1F: 3 clusters Score -967250 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -967623.062500 Penalty: 4504.867188
	Iteration 2F: 3 clusters Score -967623.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -967980.625000 Penalty: 4504.867188
	Iteration 3F: 3 clusters Score -967980.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -968370.375000 Penalty: 4504.867188
	Iteration 4F: 3 clusters Score -968370.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -968723.812500 Penalty: 4504.867188
	Iteration 5F: 3 clusters Score -968723.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -969051.750000 Penalty: 4504.867188
	Iteration 6F: 3 clusters Score -969051.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -969368.250000 Penalty: 4504.867188
	Iteration 7F: 3 clusters Score -969368.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -969628.187500 Penalty: 4504.867188
	Iteration 8Q: 3 clusters Score -969628.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -969844.375000 Penalty: 4504.867188
	Iteration 9Q: 3 clusters Score -969844.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -970000.437500 Penalty: 4504.867188
	Iteration 10Q: 3 clusters Score -970000.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -970104.000000 Penalty: 4504.867188
	Iteration 11Q: 3 clusters Score -970104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -970166.875000 Penalty: 4504.867188
	Iteration 12Q: 3 clusters Score -970166.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -970201.875000 Penalty: 4504.867188
	Iteration 13Q: 3 clusters Score -970201.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -970232.250000 Penalty: 4504.867188
	Iteration 14Q: 3 clusters Score -970232.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -970256.562500 Penalty: 4504.867188
	Iteration 15Q: 3 clusters Score -970256.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -970280.562500 Penalty: 4504.867188
	Iteration 16Q: 3 clusters Score -970280.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -970307.187500 Penalty: 4504.867188
	Iteration 17Q: 3 clusters Score -970307.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -970329.375000 Penalty: 4504.867188
	Iteration 18Q: 3 clusters Score -970329.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -970354.250000 Penalty: 4504.867188
	Iteration 19Q: 3 clusters Score -970354.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -970378.062500 Penalty: 4504.867188
	Iteration 20F: 3 clusters Score -970378.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -970407.625000 Penalty: 4504.867188
	Iteration 21Q: 3 clusters Score -970407.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -970432.500000 Penalty: 4504.867188
	Iteration 22Q: 3 clusters Score -970432.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -970449.000000 Penalty: 4504.867188
	Iteration 23Q: 3 clusters Score -970449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -970457.812500 Penalty: 4504.867188
	Iteration 24Q: 3 clusters Score -970457.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -970471.250000 Penalty: 4504.867188
	Iteration 25Q: 3 clusters Score -970471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -970476.250000 Penalty: 4504.867188
	Iteration 26Q: 3 clusters Score -970476.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -970483.750000 Penalty: 4504.867188
	Iteration 27Q: 3 clusters Score -970483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -970485.062500 Penalty: 4504.867188
	Iteration 28Q: 3 clusters Score -970485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -970488.687500 Penalty: 4504.867188
	Iteration 29Q: 3 clusters Score -970488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -970492.875000 Penalty: 4504.867188
	Iteration 30Q: 3 clusters Score -970492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -970496.937500 Penalty: 4504.867188
	Iteration 31Q: 3 clusters Score -970496.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -970497.812500 Penalty: 4504.867188
	Iteration 32Q: 3 clusters Score -970497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -970501.750000 Penalty: 4504.867188
	Iteration 33Q: 3 clusters Score -970501.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -970504.937500 Penalty: 4504.867188
	Iteration 34Q: 3 clusters Score -970504.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -970508.000000 Penalty: 4504.867188
	Iteration 35Q: 3 clusters Score -970508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -970509.312500 Penalty: 4504.867188
	Iteration 36Q: 3 clusters Score -970509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -970511.000000 Penalty: 4504.867188
	Iteration 37Q: 3 clusters Score -970511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -970514.312500 Penalty: 4504.867188
	Iteration 38Q: 3 clusters Score -970514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -970514.125000 Penalty: 4504.867188
	Iteration 39Q: 3 clusters Score -970514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -970513.250000 Penalty: 4504.867188
	Iteration 40F: 3 clusters Score -970513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -970513.187500 Penalty: 4504.867188
	Iteration 41Q: 3 clusters Score -970513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -970512.500000 Penalty: 4504.867188
	Iteration 42Q: 3 clusters Score -970512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -970513.687500 Penalty: 4504.867188
	Iteration 43Q: 3 clusters Score -970513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -970514.062500 Penalty: 4504.867188
	Iteration 44Q: 3 clusters Score -970514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -970513.250000 Penalty: 4504.867188
	Iteration 45Q: 3 clusters Score -970513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -970517.250000 Penalty: 4504.867188
	Iteration 46Q: 3 clusters Score -970517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -970515.375000 Penalty: 4504.867188
	Iteration 47Q: 3 clusters Score -970515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -970515.125000 Penalty: 4504.867188
	Iteration 48Q: 3 clusters Score -970515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -970517.062500 Penalty: 4504.867188
	Iteration 49Q: 3 clusters Score -970517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -970516.375000 Penalty: 4504.867188
	Iteration 50Q: 3 clusters Score -970516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -970516.375000 Penalty: 4504.867188
	Iteration 51Q: 3 clusters Score -970516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -970516.375000 Penalty: 4504.867188
	Iteration 52F: 3 clusters Score -970516.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -704543.562500 Penalty: 2194.608398
	Iteration 0F: 2 clusters Score -704543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -698870.312500 Penalty: 4389.216797
	Iteration 0F: 3 clusters Score -698870.3 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -700478.687500 Penalty: 4389.216797
	Iteration 1F: 3 clusters Score -700478.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -700825.937500 Penalty: 4389.216797
	Iteration 2F: 3 clusters Score -700825.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -701102.937500 Penalty: 4389.216797
	Iteration 3F: 3 clusters Score -701102.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -701337.125000 Penalty: 4389.216797
	Iteration 4F: 3 clusters Score -701337.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -701554.312500 Penalty: 4389.216797
	Iteration 5Q: 3 clusters Score -701554.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -701729.937500 Penalty: 4389.216797
	Iteration 6Q: 3 clusters Score -701729.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -701882.562500 Penalty: 4389.216797
	Iteration 7Q: 3 clusters Score -701882.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -702024.937500 Penalty: 4389.216797
	Iteration 8Q: 3 clusters Score -702024.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -702134.750000 Penalty: 4389.216797
	Iteration 9Q: 3 clusters Score -702134.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -702234.750000 Penalty: 4389.216797
	Iteration 10Q: 3 clusters Score -702234.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -702315.750000 Penalty: 4389.216797
	Iteration 11Q: 3 clusters Score -702315.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -702387.937500 Penalty: 4389.216797
	Iteration 12Q: 3 clusters Score -702387.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -702472.000000 Penalty: 4389.216797
	Iteration 13Q: 3 clusters Score -702472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -702554.312500 Penalty: 4389.216797
	Iteration 14Q: 3 clusters Score -702554.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -702611.500000 Penalty: 4389.216797
	Iteration 15Q: 3 clusters Score -702611.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -702659.062500 Penalty: 4389.216797
	Iteration 16Q: 3 clusters Score -702659.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -702691.312500 Penalty: 4389.216797
	Iteration 17Q: 3 clusters Score -702691.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -702723.625000 Penalty: 4389.216797
	Iteration 18Q: 3 clusters Score -702723.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -702758.750000 Penalty: 4389.216797
	Iteration 19Q: 3 clusters Score -702758.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -702788.125000 Penalty: 4389.216797
	Iteration 20F: 3 clusters Score -702788.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -702802.375000 Penalty: 4389.216797
	Iteration 21Q: 3 clusters Score -702802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -702817.625000 Penalty: 4389.216797
	Iteration 22Q: 3 clusters Score -702817.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -702834.500000 Penalty: 4389.216797
	Iteration 23Q: 3 clusters Score -702834.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -702848.562500 Penalty: 4389.216797
	Iteration 24Q: 3 clusters Score -702848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -702855.625000 Penalty: 4389.216797
	Iteration 25Q: 3 clusters Score -702855.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -702866.937500 Penalty: 4389.216797
	Iteration 26Q: 3 clusters Score -702866.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -702873.812500 Penalty: 4389.216797
	Iteration 27Q: 3 clusters Score -702873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -702879.687500 Penalty: 4389.216797
	Iteration 28Q: 3 clusters Score -702879.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -702888.625000 Penalty: 4389.216797
	Iteration 29Q: 3 clusters Score -702888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -702894.375000 Penalty: 4389.216797
	Iteration 30Q: 3 clusters Score -702894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -702897.250000 Penalty: 4389.216797
	Iteration 31Q: 3 clusters Score -702897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -702901.437500 Penalty: 4389.216797
	Iteration 32Q: 3 clusters Score -702901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -702906.312500 Penalty: 4389.216797
	Iteration 33Q: 3 clusters Score -702906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -702909.687500 Penalty: 4389.216797
	Iteration 34Q: 3 clusters Score -702909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -702912.625000 Penalty: 4389.216797
	Iteration 35Q: 3 clusters Score -702912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -702914.000000 Penalty: 4389.216797
	Iteration 36Q: 3 clusters Score -702914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -702915.812500 Penalty: 4389.216797
	Iteration 37Q: 3 clusters Score -702915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -702919.187500 Penalty: 4389.216797
	Iteration 38Q: 3 clusters Score -702919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -702919.500000 Penalty: 4389.216797
	Iteration 39Q: 3 clusters Score -702919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -702919.625000 Penalty: 4389.216797
	Iteration 40F: 3 clusters Score -702919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Entering Unmasked Estep 
Score: -3821320.250000 Penalty: 2583.126221
	Iteration 0F: 2 clusters Score -3821320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3798545.250000 Penalty: 5166.252441
	Iteration 0F: 3 clusters Score -3798545 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3807270.500000 Penalty: 5166.252441
	Iteration 1F: 3 clusters Score -3807270 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3808229.000000 Penalty: 5166.252441
	Iteration 2F: 3 clusters Score -3808229 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3809462.750000 Penalty: 5166.252441
	Iteration 3F: 3 clusters Score -3809463 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3810792.500000 Penalty: 5166.252441
	Iteration 4F: 3 clusters Score -3810792 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3812135.000000 Penalty: 5166.252441
	Iteration 5F: 3 clusters Score -3812135 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3813381.750000 Penalty: 5166.252441
	Iteration 6F: 3 clusters Score -3813382 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3814569.750000 Penalty: 5166.252441
	Iteration 7F: 3 clusters Score -3814570 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3815611.750000 Penalty: 5166.252441
	Iteration 8Q: 3 clusters Score -3815612 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3816702.750000 Penalty: 5166.252441
	Iteration 9Q: 3 clusters Score -3816703 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3817804.000000 Penalty: 5166.252441
	Iteration 10Q: 3 clusters Score -3817804 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3818859.750000 Penalty: 5166.252441
	Iteration 11Q: 3 clusters Score -3818860 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3819674.500000 Penalty: 5166.252441
	Iteration 12Q: 3 clusters Score -3819674 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3820191.000000 Penalty: 5166.252441
	Iteration 13Q: 3 clusters Score -3820191 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3820543.000000 Penalty: 5166.252441
	Iteration 14Q: 3 clusters Score -3820543 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3820762.500000 Penalty: 5166.252441
	Iteration 15Q: 3 clusters Score -3820762 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3820867.500000 Penalty: 5166.252441
	Iteration 16Q: 3 clusters Score -3820868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3820953.500000 Penalty: 5166.252441
	Iteration 17Q: 3 clusters Score -3820954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -3821016.000000 Penalty: 5166.252441
	Iteration 18Q: 3 clusters Score -3821016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3821053.000000 Penalty: 5166.252441
	Iteration 19Q: 3 clusters Score -3821053 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3821072.750000 Penalty: 5166.252441
	Iteration 20F: 3 clusters Score -3821073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3821084.500000 Penalty: 5166.252441
	Iteration 21Q: 3 clusters Score -3821084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3821104.250000 Penalty: 5166.252441
	Iteration 22Q: 3 clusters Score -3821104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3821094.250000 Penalty: 5166.252441
	Iteration 23Q: 3 clusters Score -3821094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3821101.000000 Penalty: 5166.252441
	Iteration 24Q: 3 clusters Score -3821101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3821100.000000 Penalty: 5166.252441
	Iteration 25Q: 3 clusters Score -3821100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3821103.000000 Penalty: 5166.252441
	Iteration 26Q: 3 clusters Score -3821103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3821096.500000 Penalty: 5166.252441
	Iteration 27Q: 3 clusters Score -3821096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3821100.000000 Penalty: 5166.252441
	Iteration 28Q: 3 clusters Score -3821100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3821094.250000 Penalty: 5166.252441
	Iteration 29Q: 3 clusters Score -3821094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3821093.750000 Penalty: 5166.252441
	Iteration 30Q: 3 clusters Score -3821094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3821095.500000 Penalty: 5166.252441
	Iteration 31Q: 3 clusters Score -3821096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3821095.500000 Penalty: 5166.252441
	Iteration 32F: 3 clusters Score -3821096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -98107.867188 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -98107.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96225.117188 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -96225.12 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96539.039062 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -96539.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96643.773438 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -96643.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96688.828125 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -96688.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96724.781250 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -96724.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96777.234375 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -96777.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96830.898438 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -96830.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96908.812500 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -96908.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96978.492188 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -96978.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97029.070312 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -97029.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97066.148438 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -97066.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97101.453125 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -97101.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97125.328125 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -97125.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97142.015625 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -97142.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97158.382812 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -97158.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97181.976562 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -97181.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97201.304688 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -97201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97212.625000 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -97212.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97226.109375 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -97226.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97239.234375 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -97239.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97273.406250 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -97273.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97290.960938 Penalty: 3383.809814
	Iteration 21Q: 3 clusters Score -97290.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97311.773438 Penalty: 3383.809814
	Iteration 22Q: 3 clusters Score -97311.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97360.046875 Penalty: 3383.809814
	Iteration 23Q: 3 clusters Score -97360.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97402.554688 Penalty: 3383.809814
	Iteration 24Q: 3 clusters Score -97402.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97516.976562 Penalty: 3383.809814
	Iteration 25Q: 3 clusters Score -97516.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97652.281250 Penalty: 3383.809814
	Iteration 26Q: 3 clusters Score -97652.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97692.812500 Penalty: 3383.809814
	Iteration 27Q: 3 clusters Score -97692.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97695.078125 Penalty: 3383.809814
	Iteration 28Q: 3 clusters Score -97695.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97698.359375 Penalty: 3383.809814
	Iteration 29Q: 3 clusters Score -97698.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97701.984375 Penalty: 3383.809814
	Iteration 30Q: 3 clusters Score -97701.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97708.312500 Penalty: 3383.809814
	Iteration 31Q: 3 clusters Score -97708.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97716.945312 Penalty: 3383.809814
	Iteration 32Q: 3 clusters Score -97716.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97738.328125 Penalty: 3383.809814
	Iteration 33Q: 3 clusters Score -97738.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97790.976562 Penalty: 3383.809814
	Iteration 34Q: 3 clusters Score -97790.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97848.851562 Penalty: 3383.809814
	Iteration 35Q: 3 clusters Score -97848.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97884.773438 Penalty: 3383.809814
	Iteration 36Q: 3 clusters Score -97884.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97912.664062 Penalty: 3383.809814
	Iteration 37Q: 3 clusters Score -97912.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97941.304688 Penalty: 3383.809814
	Iteration 38Q: 3 clusters Score -97941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97968.281250 Penalty: 3383.809814
	Iteration 39Q: 3 clusters Score -97968.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97973.046875 Penalty: 3383.809814
	Iteration 40F: 3 clusters Score -97973.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97974.328125 Penalty: 3383.809814
	Iteration 41Q: 3 clusters Score -97974.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97974.328125 Penalty: 3383.809814
	Iteration 42F: 3 clusters Score -97974.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -376315.562500 Penalty: 2038.993408
	Iteration 0F: 2 clusters Score -376315.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -372611.531250 Penalty: 4077.986816
	Iteration 0F: 3 clusters Score -372611.5 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -373534.593750 Penalty: 4077.986816
	Iteration 1F: 3 clusters Score -373534.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -373969.437500 Penalty: 4077.986816
	Iteration 2F: 3 clusters Score -373969.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -374340.437500 Penalty: 4077.986816
	Iteration 3F: 3 clusters Score -374340.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -374586.593750 Penalty: 4077.986816
	Iteration 4F: 3 clusters Score -374586.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -374740.562500 Penalty: 4077.986816
	Iteration 5Q: 3 clusters Score -374740.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -374839.687500 Penalty: 4077.986816
	Iteration 6Q: 3 clusters Score -374839.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -374906.156250 Penalty: 4077.986816
	Iteration 7Q: 3 clusters Score -374906.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -374952.781250 Penalty: 4077.986816
	Iteration 8Q: 3 clusters Score -374952.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -374988.000000 Penalty: 4077.986816
	Iteration 9Q: 3 clusters Score -374988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -375017.562500 Penalty: 4077.986816
	Iteration 10Q: 3 clusters Score -375017.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375040.468750 Penalty: 4077.986816
	Iteration 11Q: 3 clusters Score -375040.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -375058.718750 Penalty: 4077.986816
	Iteration 12Q: 3 clusters Score -375058.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375071.750000 Penalty: 4077.986816
	Iteration 13Q: 3 clusters Score -375071.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -375088.875000 Penalty: 4077.986816
	Iteration 14Q: 3 clusters Score -375088.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -375104.187500 Penalty: 4077.986816
	Iteration 15Q: 3 clusters Score -375104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -375115.531250 Penalty: 4077.986816
	Iteration 16Q: 3 clusters Score -375115.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -375126.531250 Penalty: 4077.986816
	Iteration 17Q: 3 clusters Score -375126.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -375135.125000 Penalty: 4077.986816
	Iteration 18Q: 3 clusters Score -375135.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -375139.906250 Penalty: 4077.986816
	Iteration 19Q: 3 clusters Score -375139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -375144.781250 Penalty: 4077.986816
	Iteration 20F: 3 clusters Score -375144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -375148.031250 Penalty: 4077.986816
	Iteration 21Q: 3 clusters Score -375148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -375153.687500 Penalty: 4077.986816
	Iteration 22Q: 3 clusters Score -375153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -375155.718750 Penalty: 4077.986816
	Iteration 23Q: 3 clusters Score -375155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -375157.031250 Penalty: 4077.986816
	Iteration 24Q: 3 clusters Score -375157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -375160.906250 Penalty: 4077.986816
	Iteration 25Q: 3 clusters Score -375160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -375164.062500 Penalty: 4077.986816
	Iteration 26Q: 3 clusters Score -375164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -375166.375000 Penalty: 4077.986816
	Iteration 27Q: 3 clusters Score -375166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -375167.281250 Penalty: 4077.986816
	Iteration 28Q: 3 clusters Score -375167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -375168.937500 Penalty: 4077.986816
	Iteration 29Q: 3 clusters Score -375168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -375171.062500 Penalty: 4077.986816
	Iteration 30Q: 3 clusters Score -375171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -375171.000000 Penalty: 4077.986816
	Iteration 31Q: 3 clusters Score -375171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -375171.500000 Penalty: 4077.986816
	Iteration 32Q: 3 clusters Score -375171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -375171.468750 Penalty: 4077.986816
	Iteration 33Q: 3 clusters Score -375171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -375171.125000 Penalty: 4077.986816
	Iteration 34Q: 3 clusters Score -375171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -375173.843750 Penalty: 4077.986816
	Iteration 35Q: 3 clusters Score -375173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -375174.750000 Penalty: 4077.986816
	Iteration 36Q: 3 clusters Score -375174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -375175.593750 Penalty: 4077.986816
	Iteration 37Q: 3 clusters Score -375175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -375177.625000 Penalty: 4077.986816
	Iteration 38Q: 3 clusters Score -375177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -375177.687500 Penalty: 4077.986816
	Iteration 39Q: 3 clusters Score -375177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -375178.375000 Penalty: 4077.986816
	Iteration 40F: 3 clusters Score -375178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (47602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Entering Unmasked Estep 
Score: -5480587.500000 Penalty: 2671.116211
	Iteration 0F: 2 clusters Score -5480588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5448495.000000 Penalty: 5342.232422
	Iteration 0F: 3 clusters Score -5448495 nChanged 21890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5460415.000000 Penalty: 5342.232422
	Iteration 1F: 3 clusters Score -5460415 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5460961.500000 Penalty: 5342.232422
	Iteration 2Q: 3 clusters Score -5460962 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5461412.000000 Penalty: 5342.232422
	Iteration 3Q: 3 clusters Score -5461412 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5461803.500000 Penalty: 5342.232422
	Iteration 4Q: 3 clusters Score -5461804 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5462207.000000 Penalty: 5342.232422
	Iteration 5Q: 3 clusters Score -5462207 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5462503.000000 Penalty: 5342.232422
	Iteration 6Q: 3 clusters Score -5462503 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5462868.000000 Penalty: 5342.232422
	Iteration 7Q: 3 clusters Score -5462868 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5463241.000000 Penalty: 5342.232422
	Iteration 8Q: 3 clusters Score -5463241 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5463742.500000 Penalty: 5342.232422
	Iteration 9Q: 3 clusters Score -5463742 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -5464365.000000 Penalty: 5342.232422
	Iteration 10Q: 3 clusters Score -5464365 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5465118.000000 Penalty: 5342.232422
	Iteration 11Q: 3 clusters Score -5465118 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5466100.000000 Penalty: 5342.232422
	Iteration 12Q: 3 clusters Score -5466100 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -5467380.000000 Penalty: 5342.232422
	Iteration 13Q: 3 clusters Score -5467380 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -5468783.000000 Penalty: 5342.232422
	Iteration 14Q: 3 clusters Score -5468783 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -5470384.000000 Penalty: 5342.232422
	Iteration 15F: 3 clusters Score -5470384 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -5471993.500000 Penalty: 5342.232422
	Iteration 16Q: 3 clusters Score -5471994 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -5473337.500000 Penalty: 5342.232422
	Iteration 17Q: 3 clusters Score -5473338 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -5474476.500000 Penalty: 5342.232422
	Iteration 18Q: 3 clusters Score -5474476 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -5475337.500000 Penalty: 5342.232422
	Iteration 19Q: 3 clusters Score -5475338 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5475996.500000 Penalty: 5342.232422
	Iteration 20F: 3 clusters Score -5475996 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5476485.000000 Penalty: 5342.232422
	Iteration 21Q: 3 clusters Score -5476485 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5476901.000000 Penalty: 5342.232422
	Iteration 22Q: 3 clusters Score -5476901 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5477284.000000 Penalty: 5342.232422
	Iteration 23Q: 3 clusters Score -5477284 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5477566.000000 Penalty: 5342.232422
	Iteration 24Q: 3 clusters Score -5477566 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5477705.500000 Penalty: 5342.232422
	Iteration 25Q: 3 clusters Score -5477706 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5477822.000000 Penalty: 5342.232422
	Iteration 26Q: 3 clusters Score -5477822 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5477941.000000 Penalty: 5342.232422
	Iteration 27Q: 3 clusters Score -5477941 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5478009.500000 Penalty: 5342.232422
	Iteration 28Q: 3 clusters Score -5478010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5478105.000000 Penalty: 5342.232422
	Iteration 29Q: 3 clusters Score -5478105 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5478165.500000 Penalty: 5342.232422
	Iteration 30Q: 3 clusters Score -5478166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5478218.500000 Penalty: 5342.232422
	Iteration 31Q: 3 clusters Score -5478218 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5478286.500000 Penalty: 5342.232422
	Iteration 32Q: 3 clusters Score -5478286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5478320.000000 Penalty: 5342.232422
	Iteration 33Q: 3 clusters Score -5478320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5478350.000000 Penalty: 5342.232422
	Iteration 34Q: 3 clusters Score -5478350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5478380.500000 Penalty: 5342.232422
	Iteration 35Q: 3 clusters Score -5478380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5478410.000000 Penalty: 5342.232422
	Iteration 36Q: 3 clusters Score -5478410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5478442.500000 Penalty: 5342.232422
	Iteration 37Q: 3 clusters Score -5478442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5478472.500000 Penalty: 5342.232422
	Iteration 38Q: 3 clusters Score -5478472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5478474.000000 Penalty: 5342.232422
	Iteration 39Q: 3 clusters Score -5478474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5478499.500000 Penalty: 5342.232422
	Iteration 40F: 3 clusters Score -5478500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5478509.000000 Penalty: 5342.232422
	Iteration 41Q: 3 clusters Score -5478509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5478536.000000 Penalty: 5342.232422
	Iteration 42Q: 3 clusters Score -5478536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5478538.000000 Penalty: 5342.232422
	Iteration 43Q: 3 clusters Score -5478538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5478553.000000 Penalty: 5342.232422
	Iteration 44Q: 3 clusters Score -5478553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5478565.000000 Penalty: 5342.232422
	Iteration 45Q: 3 clusters Score -5478565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5478578.000000 Penalty: 5342.232422
	Iteration 46Q: 3 clusters Score -5478578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5478570.500000 Penalty: 5342.232422
	Iteration 47Q: 3 clusters Score -5478570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5478575.500000 Penalty: 5342.232422
	Iteration 48Q: 3 clusters Score -5478576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5478574.000000 Penalty: 5342.232422
	Iteration 49Q: 3 clusters Score -5478574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5478575.500000 Penalty: 5342.232422
	Iteration 50Q: 3 clusters Score -5478576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5478579.000000 Penalty: 5342.232422
	Iteration 51Q: 3 clusters Score -5478579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5478580.000000 Penalty: 5342.232422
	Iteration 52Q: 3 clusters Score -5478580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5478590.000000 Penalty: 5342.232422
	Iteration 53Q: 3 clusters Score -5478590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5478591.500000 Penalty: 5342.232422
	Iteration 54Q: 3 clusters Score -5478592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5478594.000000 Penalty: 5342.232422
	Iteration 55Q: 3 clusters Score -5478594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5478597.000000 Penalty: 5342.232422
	Iteration 56Q: 3 clusters Score -5478597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5478602.500000 Penalty: 5342.232422
	Iteration 57Q: 3 clusters Score -5478602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5478598.000000 Penalty: 5342.232422
	Iteration 58Q: 3 clusters Score -5478598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5478612.500000 Penalty: 5342.232422
	Iteration 59Q: 3 clusters Score -5478612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5478607.500000 Penalty: 5342.232422
	Iteration 60F: 3 clusters Score -5478608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5478609.500000 Penalty: 5342.232422
	Iteration 61Q: 3 clusters Score -5478610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5478612.000000 Penalty: 5342.232422
	Iteration 62Q: 3 clusters Score -5478612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5478612.000000 Penalty: 5342.232422
	Iteration 63F: 3 clusters Score -5478612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -337695.906250 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -337695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -334047.906250 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -334047.9 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -335186.562500 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -335186.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -335628.843750 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -335628.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -335895.750000 Penalty: 4074.105957
	Iteration 3F: 3 clusters Score -335895.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -336081.312500 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -336081.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -336244.687500 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -336244.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -336378.750000 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -336378.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -336487.062500 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -336487.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -336569.687500 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -336569.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -336624.843750 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -336624.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -336675.343750 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -336675.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -336723.812500 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -336723.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -336768.375000 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -336768.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -336811.343750 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -336811.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -336863.406250 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -336863.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -336913.968750 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -336914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -336959.531250 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -336959.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -336995.562500 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -336995.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337027.687500 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -337027.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337044.281250 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -337044.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -337057.562500 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -337057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -337075.062500 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -337075.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -337082.937500 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -337082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -337087.687500 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -337087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337090.781250 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -337090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -337094.218750 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -337094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -337099.000000 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -337099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -337099.093750 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -337099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -337099.468750 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -337099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -337100.468750 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -337100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -337100.687500 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -337100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -337101.187500 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -337101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -337101.187500 Penalty: 4074.105957
	Iteration 32F: 3 clusters Score -337101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (11969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Entering Unmasked Estep 
Score: -1331426.000000 Penalty: 2328.738770
	Iteration 0F: 2 clusters Score -1331426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1322454.125000 Penalty: 4657.477539
	Iteration 0F: 3 clusters Score -1322454 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1325147.250000 Penalty: 4657.477539
	Iteration 1F: 3 clusters Score -1325147 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1325518.500000 Penalty: 4657.477539
	Iteration 2F: 3 clusters Score -1325518 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1325826.250000 Penalty: 4657.477539
	Iteration 3F: 3 clusters Score -1325826 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1326113.375000 Penalty: 4657.477539
	Iteration 4Q: 3 clusters Score -1326113 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1326404.375000 Penalty: 4657.477539
	Iteration 5Q: 3 clusters Score -1326404 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1326724.750000 Penalty: 4657.477539
	Iteration 6Q: 3 clusters Score -1326725 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1327061.000000 Penalty: 4657.477539
	Iteration 7Q: 3 clusters Score -1327061 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1327391.375000 Penalty: 4657.477539
	Iteration 8Q: 3 clusters Score -1327391 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1327718.500000 Penalty: 4657.477539
	Iteration 9Q: 3 clusters Score -1327718 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1328039.875000 Penalty: 4657.477539
	Iteration 10Q: 3 clusters Score -1328040 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1328342.500000 Penalty: 4657.477539
	Iteration 11Q: 3 clusters Score -1328342 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1328591.750000 Penalty: 4657.477539
	Iteration 12Q: 3 clusters Score -1328592 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1328815.375000 Penalty: 4657.477539
	Iteration 13Q: 3 clusters Score -1328815 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1328972.750000 Penalty: 4657.477539
	Iteration 14Q: 3 clusters Score -1328973 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1329096.750000 Penalty: 4657.477539
	Iteration 15Q: 3 clusters Score -1329097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1329205.875000 Penalty: 4657.477539
	Iteration 16Q: 3 clusters Score -1329206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1329281.250000 Penalty: 4657.477539
	Iteration 17Q: 3 clusters Score -1329281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1329347.000000 Penalty: 4657.477539
	Iteration 18Q: 3 clusters Score -1329347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1329391.625000 Penalty: 4657.477539
	Iteration 19Q: 3 clusters Score -1329392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1329413.500000 Penalty: 4657.477539
	Iteration 20F: 3 clusters Score -1329414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1329434.625000 Penalty: 4657.477539
	Iteration 21Q: 3 clusters Score -1329435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1329455.625000 Penalty: 4657.477539
	Iteration 22Q: 3 clusters Score -1329456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1329468.000000 Penalty: 4657.477539
	Iteration 23Q: 3 clusters Score -1329468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1329478.625000 Penalty: 4657.477539
	Iteration 24Q: 3 clusters Score -1329479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1329486.250000 Penalty: 4657.477539
	Iteration 25Q: 3 clusters Score -1329486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1329498.125000 Penalty: 4657.477539
	Iteration 26Q: 3 clusters Score -1329498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1329504.875000 Penalty: 4657.477539
	Iteration 27Q: 3 clusters Score -1329505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1329506.750000 Penalty: 4657.477539
	Iteration 28Q: 3 clusters Score -1329507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1329507.625000 Penalty: 4657.477539
	Iteration 29Q: 3 clusters Score -1329508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1329510.500000 Penalty: 4657.477539
	Iteration 30Q: 3 clusters Score -1329510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1329512.250000 Penalty: 4657.477539
	Iteration 31Q: 3 clusters Score -1329512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1329514.750000 Penalty: 4657.477539
	Iteration 32Q: 3 clusters Score -1329515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1329516.375000 Penalty: 4657.477539
	Iteration 33Q: 3 clusters Score -1329516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1329515.375000 Penalty: 4657.477539
	Iteration 34Q: 3 clusters Score -1329515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1329518.500000 Penalty: 4657.477539
	Iteration 35Q: 3 clusters Score -1329518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1329520.375000 Penalty: 4657.477539
	Iteration 36Q: 3 clusters Score -1329520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1329520.750000 Penalty: 4657.477539
	Iteration 37Q: 3 clusters Score -1329521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1329521.750000 Penalty: 4657.477539
	Iteration 38Q: 3 clusters Score -1329522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1329521.750000 Penalty: 4657.477539
	Iteration 39F: 3 clusters Score -1329522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Entering Unmasked Estep 
Score: -1305936.125000 Penalty: 2342.187744
	Iteration 0F: 2 clusters Score -1305936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1296675.250000 Penalty: 4684.375488
	Iteration 0F: 3 clusters Score -1296675 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1300031.125000 Penalty: 4684.375488
	Iteration 1F: 3 clusters Score -1300031 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1301149.250000 Penalty: 4684.375488
	Iteration 2F: 3 clusters Score -1301149 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1302239.250000 Penalty: 4684.375488
	Iteration 3F: 3 clusters Score -1302239 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1303145.000000 Penalty: 4684.375488
	Iteration 4F: 3 clusters Score -1303145 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1303737.875000 Penalty: 4684.375488
	Iteration 5F: 3 clusters Score -1303738 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1304095.875000 Penalty: 4684.375488
	Iteration 6Q: 3 clusters Score -1304096 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1304320.625000 Penalty: 4684.375488
	Iteration 7Q: 3 clusters Score -1304321 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1304464.750000 Penalty: 4684.375488
	Iteration 8Q: 3 clusters Score -1304465 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1304596.000000 Penalty: 4684.375488
	Iteration 9Q: 3 clusters Score -1304596 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1304727.625000 Penalty: 4684.375488
	Iteration 10Q: 3 clusters Score -1304728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1304830.250000 Penalty: 4684.375488
	Iteration 11Q: 3 clusters Score -1304830 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1304918.125000 Penalty: 4684.375488
	Iteration 12Q: 3 clusters Score -1304918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1304987.375000 Penalty: 4684.375488
	Iteration 13Q: 3 clusters Score -1304987 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1305046.625000 Penalty: 4684.375488
	Iteration 14Q: 3 clusters Score -1305047 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1305086.875000 Penalty: 4684.375488
	Iteration 15Q: 3 clusters Score -1305087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1305113.500000 Penalty: 4684.375488
	Iteration 16Q: 3 clusters Score -1305114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1305136.750000 Penalty: 4684.375488
	Iteration 17Q: 3 clusters Score -1305137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1305146.000000 Penalty: 4684.375488
	Iteration 18Q: 3 clusters Score -1305146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1305155.500000 Penalty: 4684.375488
	Iteration 19Q: 3 clusters Score -1305156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1305171.250000 Penalty: 4684.375488
	Iteration 20F: 3 clusters Score -1305171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1305178.000000 Penalty: 4684.375488
	Iteration 21Q: 3 clusters Score -1305178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1305183.250000 Penalty: 4684.375488
	Iteration 22Q: 3 clusters Score -1305183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1305191.625000 Penalty: 4684.375488
	Iteration 23Q: 3 clusters Score -1305192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1305196.875000 Penalty: 4684.375488
	Iteration 24Q: 3 clusters Score -1305197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1305206.375000 Penalty: 4684.375488
	Iteration 25Q: 3 clusters Score -1305206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1305211.375000 Penalty: 4684.375488
	Iteration 26Q: 3 clusters Score -1305211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1305218.375000 Penalty: 4684.375488
	Iteration 27Q: 3 clusters Score -1305218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1305222.500000 Penalty: 4684.375488
	Iteration 28Q: 3 clusters Score -1305222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1305230.375000 Penalty: 4684.375488
	Iteration 29Q: 3 clusters Score -1305230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1305234.875000 Penalty: 4684.375488
	Iteration 30Q: 3 clusters Score -1305235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1305239.250000 Penalty: 4684.375488
	Iteration 31Q: 3 clusters Score -1305239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1305244.500000 Penalty: 4684.375488
	Iteration 32Q: 3 clusters Score -1305244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1305251.750000 Penalty: 4684.375488
	Iteration 33Q: 3 clusters Score -1305252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1305255.625000 Penalty: 4684.375488
	Iteration 34Q: 3 clusters Score -1305256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1305258.250000 Penalty: 4684.375488
	Iteration 35Q: 3 clusters Score -1305258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1305260.750000 Penalty: 4684.375488
	Iteration 36Q: 3 clusters Score -1305261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1305263.000000 Penalty: 4684.375488
	Iteration 37Q: 3 clusters Score -1305263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1305274.750000 Penalty: 4684.375488
	Iteration 38Q: 3 clusters Score -1305275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1305278.500000 Penalty: 4684.375488
	Iteration 39Q: 3 clusters Score -1305278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1305282.625000 Penalty: 4684.375488
	Iteration 40F: 3 clusters Score -1305283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1305295.625000 Penalty: 4684.375488
	Iteration 41Q: 3 clusters Score -1305296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1305304.250000 Penalty: 4684.375488
	Iteration 42Q: 3 clusters Score -1305304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1305306.625000 Penalty: 4684.375488
	Iteration 43Q: 3 clusters Score -1305307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1305311.375000 Penalty: 4684.375488
	Iteration 44Q: 3 clusters Score -1305311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1305320.250000 Penalty: 4684.375488
	Iteration 45Q: 3 clusters Score -1305320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1305320.875000 Penalty: 4684.375488
	Iteration 46Q: 3 clusters Score -1305321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1305325.250000 Penalty: 4684.375488
	Iteration 47Q: 3 clusters Score -1305325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1305333.125000 Penalty: 4684.375488
	Iteration 48Q: 3 clusters Score -1305333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1305341.000000 Penalty: 4684.375488
	Iteration 49Q: 3 clusters Score -1305341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1305344.375000 Penalty: 4684.375488
	Iteration 50Q: 3 clusters Score -1305344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1305352.000000 Penalty: 4684.375488
	Iteration 51Q: 3 clusters Score -1305352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1305353.875000 Penalty: 4684.375488
	Iteration 52Q: 3 clusters Score -1305354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1305359.875000 Penalty: 4684.375488
	Iteration 53Q: 3 clusters Score -1305360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1305363.000000 Penalty: 4684.375488
	Iteration 54Q: 3 clusters Score -1305363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1305366.375000 Penalty: 4684.375488
	Iteration 55Q: 3 clusters Score -1305366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1305365.625000 Penalty: 4684.375488
	Iteration 56Q: 3 clusters Score -1305366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1305364.625000 Penalty: 4684.375488
	Iteration 57Q: 3 clusters Score -1305365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1305366.625000 Penalty: 4684.375488
	Iteration 58Q: 3 clusters Score -1305367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1305365.875000 Penalty: 4684.375488
	Iteration 59Q: 3 clusters Score -1305366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1305365.125000 Penalty: 4684.375488
	Iteration 60F: 3 clusters Score -1305365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1305365.625000 Penalty: 4684.375488
	Iteration 61Q: 3 clusters Score -1305366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1305365.125000 Penalty: 4684.375488
	Iteration 62Q: 3 clusters Score -1305365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1305365.000000 Penalty: 4684.375488
	Iteration 63Q: 3 clusters Score -1305365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1305364.875000 Penalty: 4684.375488
	Iteration 64Q: 3 clusters Score -1305365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1305364.125000 Penalty: 4684.375488
	Iteration 65Q: 3 clusters Score -1305364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1305364.625000 Penalty: 4684.375488
	Iteration 66Q: 3 clusters Score -1305365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1305364.000000 Penalty: 4684.375488
	Iteration 67Q: 3 clusters Score -1305364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1305367.875000 Penalty: 4684.375488
	Iteration 68Q: 3 clusters Score -1305368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1305366.625000 Penalty: 4684.375488
	Iteration 69Q: 3 clusters Score -1305367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1305368.250000 Penalty: 4684.375488
	Iteration 70Q: 3 clusters Score -1305368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1305367.500000 Penalty: 4684.375488
	Iteration 71Q: 3 clusters Score -1305368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1305367.000000 Penalty: 4684.375488
	Iteration 72Q: 3 clusters Score -1305367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1305372.375000 Penalty: 4684.375488
	Iteration 73Q: 3 clusters Score -1305372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1305374.875000 Penalty: 4684.375488
	Iteration 74Q: 3 clusters Score -1305375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1305374.500000 Penalty: 4684.375488
	Iteration 75Q: 3 clusters Score -1305374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1305375.125000 Penalty: 4684.375488
	Iteration 76Q: 3 clusters Score -1305375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1305377.750000 Penalty: 4684.375488
	Iteration 77Q: 3 clusters Score -1305378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1305377.625000 Penalty: 4684.375488
	Iteration 78Q: 3 clusters Score -1305378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1305376.500000 Penalty: 4684.375488
	Iteration 79Q: 3 clusters Score -1305376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1305378.625000 Penalty: 4684.375488
	Iteration 80F: 3 clusters Score -1305379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1305378.875000 Penalty: 4684.375488
	Iteration 81Q: 3 clusters Score -1305379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1305380.250000 Penalty: 4684.375488
	Iteration 82Q: 3 clusters Score -1305380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1305381.375000 Penalty: 4684.375488
	Iteration 83Q: 3 clusters Score -1305381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1305383.750000 Penalty: 4684.375488
	Iteration 84Q: 3 clusters Score -1305384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1305383.500000 Penalty: 4684.375488
	Iteration 85Q: 3 clusters Score -1305384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1305386.000000 Penalty: 4684.375488
	Iteration 86Q: 3 clusters Score -1305386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1305385.250000 Penalty: 4684.375488
	Iteration 87Q: 3 clusters Score -1305385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1305382.750000 Penalty: 4684.375488
	Iteration 88Q: 3 clusters Score -1305383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1305385.125000 Penalty: 4684.375488
	Iteration 89Q: 3 clusters Score -1305385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1305389.625000 Penalty: 4684.375488
	Iteration 90Q: 3 clusters Score -1305390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1305392.125000 Penalty: 4684.375488
	Iteration 91Q: 3 clusters Score -1305392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1305393.250000 Penalty: 4684.375488
	Iteration 92Q: 3 clusters Score -1305393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1305393.000000 Penalty: 4684.375488
	Iteration 93Q: 3 clusters Score -1305393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1305395.000000 Penalty: 4684.375488
	Iteration 94Q: 3 clusters Score -1305395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1305394.500000 Penalty: 4684.375488
	Iteration 95Q: 3 clusters Score -1305394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1305392.625000 Penalty: 4684.375488
	Iteration 96Q: 3 clusters Score -1305393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1305392.500000 Penalty: 4684.375488
	Iteration 97Q: 3 clusters Score -1305392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1305392.625000 Penalty: 4684.375488
	Iteration 98Q: 3 clusters Score -1305393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1305397.250000 Penalty: 4684.375488
	Iteration 99Q: 3 clusters Score -1305397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1305399.750000 Penalty: 4684.375488
	Iteration 100F: 3 clusters Score -1305400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1305400.000000 Penalty: 4684.375488
	Iteration 101Q: 3 clusters Score -1305400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1305397.500000 Penalty: 4684.375488
	Iteration 102Q: 3 clusters Score -1305398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1305399.000000 Penalty: 4684.375488
	Iteration 103Q: 3 clusters Score -1305399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1305402.625000 Penalty: 4684.375488
	Iteration 104Q: 3 clusters Score -1305403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1305403.250000 Penalty: 4684.375488
	Iteration 105Q: 3 clusters Score -1305403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1305403.125000 Penalty: 4684.375488
	Iteration 106Q: 3 clusters Score -1305403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1305400.250000 Penalty: 4684.375488
	Iteration 107Q: 3 clusters Score -1305400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1305400.375000 Penalty: 4684.375488
	Iteration 108Q: 3 clusters Score -1305400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1305400.625000 Penalty: 4684.375488
	Iteration 109Q: 3 clusters Score -1305401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1305402.500000 Penalty: 4684.375488
	Iteration 110Q: 3 clusters Score -1305402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1305399.875000 Penalty: 4684.375488
	Iteration 111Q: 3 clusters Score -1305400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1305399.875000 Penalty: 4684.375488
	Iteration 112F: 3 clusters Score -1305400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -314709.875000 Penalty: 2018.436523
	Iteration 0F: 2 clusters Score -314709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -311225.218750 Penalty: 4036.873047
	Iteration 0F: 3 clusters Score -311225.2 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -312090.375000 Penalty: 4036.873047
	Iteration 1F: 3 clusters Score -312090.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -312394.250000 Penalty: 4036.873047
	Iteration 2F: 3 clusters Score -312394.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -312632.250000 Penalty: 4036.873047
	Iteration 3F: 3 clusters Score -312632.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -312806.250000 Penalty: 4036.873047
	Iteration 4F: 3 clusters Score -312806.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -312983.687500 Penalty: 4036.873047
	Iteration 5Q: 3 clusters Score -312983.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -313173.500000 Penalty: 4036.873047
	Iteration 6Q: 3 clusters Score -313173.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -313357.906250 Penalty: 4036.873047
	Iteration 7Q: 3 clusters Score -313357.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -313520.406250 Penalty: 4036.873047
	Iteration 8Q: 3 clusters Score -313520.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -313637.593750 Penalty: 4036.873047
	Iteration 9Q: 3 clusters Score -313637.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -313716.718750 Penalty: 4036.873047
	Iteration 10Q: 3 clusters Score -313716.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -313776.156250 Penalty: 4036.873047
	Iteration 11Q: 3 clusters Score -313776.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -313811.218750 Penalty: 4036.873047
	Iteration 12Q: 3 clusters Score -313811.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -313829.031250 Penalty: 4036.873047
	Iteration 13Q: 3 clusters Score -313829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -313834.375000 Penalty: 4036.873047
	Iteration 14Q: 3 clusters Score -313834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -313839.125000 Penalty: 4036.873047
	Iteration 15Q: 3 clusters Score -313839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -313840.687500 Penalty: 4036.873047
	Iteration 16Q: 3 clusters Score -313840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -313841.343750 Penalty: 4036.873047
	Iteration 17Q: 3 clusters Score -313841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -313844.812500 Penalty: 4036.873047
	Iteration 18Q: 3 clusters Score -313844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -313847.093750 Penalty: 4036.873047
	Iteration 19Q: 3 clusters Score -313847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -313849.656250 Penalty: 4036.873047
	Iteration 20F: 3 clusters Score -313849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -313850.781250 Penalty: 4036.873047
	Iteration 21Q: 3 clusters Score -313850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -313852.031250 Penalty: 4036.873047
	Iteration 22Q: 3 clusters Score -313852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -313852.031250 Penalty: 4036.873047
	Iteration 23F: 3 clusters Score -313852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -928146.437500 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -928146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -921418.937500 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -921418.9 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -923520.625000 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -923520.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -924107.687500 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -924107.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -924735.250000 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -924735.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -925380.750000 Penalty: 4493.866699
	Iteration 4F: 3 clusters Score -925380.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -925842.625000 Penalty: 4493.866699
	Iteration 5F: 3 clusters Score -925842.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -926160.062500 Penalty: 4493.866699
	Iteration 6Q: 3 clusters Score -926160.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -926350.312500 Penalty: 4493.866699
	Iteration 7Q: 3 clusters Score -926350.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -926453.437500 Penalty: 4493.866699
	Iteration 8Q: 3 clusters Score -926453.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -926521.875000 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -926521.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -926582.250000 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -926582.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -926633.125000 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -926633.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -926662.125000 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -926662.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -926683.375000 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -926683.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -926701.187500 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -926701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -926714.500000 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -926714.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -926726.125000 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -926726.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -926734.375000 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -926734.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -926744.000000 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -926744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -926751.812500 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -926751.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -926763.000000 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -926763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -926772.062500 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -926772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -926782.437500 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -926782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -926787.750000 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -926787.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -926793.812500 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -926793.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -926798.500000 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -926798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -926801.875000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -926801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -926801.187500 Penalty: 4493.866699
	Iteration 27Q: 3 clusters Score -926801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -926801.562500 Penalty: 4493.866699
	Iteration 28Q: 3 clusters Score -926801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -926802.062500 Penalty: 4493.866699
	Iteration 29Q: 3 clusters Score -926802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -926801.937500 Penalty: 4493.866699
	Iteration 30Q: 3 clusters Score -926801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -926802.250000 Penalty: 4493.866699
	Iteration 31Q: 3 clusters Score -926802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -926802.500000 Penalty: 4493.866699
	Iteration 32Q: 3 clusters Score -926802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -926802.500000 Penalty: 4493.866699
	Iteration 33F: 3 clusters Score -926802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -573056.000000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -573056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -568156.000000 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -568156 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -569416.812500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -569416.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -569716.437500 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -569716.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -569915.250000 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -569915.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -570047.125000 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -570047.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -570139.062500 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -570139.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -570221.625000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -570221.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -570313.125000 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -570313.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -570404.000000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -570404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -570479.500000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -570479.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -570534.625000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -570534.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -570583.250000 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -570583.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -570642.562500 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -570642.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -570707.437500 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -570707.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -570752.062500 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -570752.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -570789.000000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -570789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -570819.375000 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -570819.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -570848.000000 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -570848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -570863.937500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -570863.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -570885.750000 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -570885.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -570911.437500 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -570911.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -570935.187500 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -570935.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -570955.312500 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -570955.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -570973.562500 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -570973.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -571000.187500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -571000.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -571023.250000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -571023.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -571037.500000 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -571037.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -571047.500000 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -571047.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -571054.437500 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -571054.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -571069.375000 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -571069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -571083.000000 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -571083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -571094.875000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -571094.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -571105.750000 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -571105.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -571113.375000 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -571113.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -571120.437500 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -571120.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -571131.812500 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -571131.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -571142.625000 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -571142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -571145.937500 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -571145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -571150.312500 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -571150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -571155.875000 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -571155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -571158.375000 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -571158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -571160.687500 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -571160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -571161.437500 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -571161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -571161.437500 Penalty: 4283.653320
	Iteration 43F: 3 clusters Score -571161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -281279.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -281279.5 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 1279 members 
Entering Unmasked Estep 
Score: -278375.625000 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -278375.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -278942.531250 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -278942.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279098.187500 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -279098.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -279174.031250 Penalty: 3886.839355
	Iteration 3Q: 3 clusters Score -279174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -279238.281250 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -279238.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -279292.875000 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -279292.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -279357.000000 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -279357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -279414.875000 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -279414.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -279464.593750 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -279464.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -279519.812500 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -279519.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -279560.156250 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -279560.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -279589.375000 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -279589.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -279623.062500 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -279623.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -279651.968750 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -279652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -279667.812500 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -279667.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -279679.562500 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -279679.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -279689.500000 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -279689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -279696.687500 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -279696.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -279703.593750 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -279703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -279710.750000 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -279710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279722.500000 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -279722.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279730.343750 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -279730.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -279737.937500 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -279737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -279743.156250 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -279743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -279746.906250 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -279746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -279749.500000 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -279749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -279749.500000 Penalty: 3886.839355
	Iteration 26F: 3 clusters Score -279749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Entering Unmasked Estep 
Score: -793084.437500 Penalty: 2211.193604
	Iteration 0F: 2 clusters Score -793084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -787053.687500 Penalty: 4422.387207
	Iteration 0F: 3 clusters Score -787053.7 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -788684.437500 Penalty: 4422.387207
	Iteration 1F: 3 clusters Score -788684.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -788995.625000 Penalty: 4422.387207
	Iteration 2F: 3 clusters Score -788995.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -789184.875000 Penalty: 4422.387207
	Iteration 3F: 3 clusters Score -789184.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -789310.937500 Penalty: 4422.387207
	Iteration 4Q: 3 clusters Score -789310.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -789419.812500 Penalty: 4422.387207
	Iteration 5Q: 3 clusters Score -789419.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -789515.562500 Penalty: 4422.387207
	Iteration 6Q: 3 clusters Score -789515.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -789607.875000 Penalty: 4422.387207
	Iteration 7Q: 3 clusters Score -789607.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -789697.375000 Penalty: 4422.387207
	Iteration 8Q: 3 clusters Score -789697.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -789811.750000 Penalty: 4422.387207
	Iteration 9Q: 3 clusters Score -789811.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -789937.875000 Penalty: 4422.387207
	Iteration 10Q: 3 clusters Score -789937.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -790064.625000 Penalty: 4422.387207
	Iteration 11Q: 3 clusters Score -790064.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -790195.062500 Penalty: 4422.387207
	Iteration 12Q: 3 clusters Score -790195.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -790302.812500 Penalty: 4422.387207
	Iteration 13Q: 3 clusters Score -790302.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -790411.437500 Penalty: 4422.387207
	Iteration 14Q: 3 clusters Score -790411.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -790509.687500 Penalty: 4422.387207
	Iteration 15Q: 3 clusters Score -790509.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -790617.625000 Penalty: 4422.387207
	Iteration 16Q: 3 clusters Score -790617.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -790719.125000 Penalty: 4422.387207
	Iteration 17Q: 3 clusters Score -790719.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -790809.062500 Penalty: 4422.387207
	Iteration 18Q: 3 clusters Score -790809.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -790887.937500 Penalty: 4422.387207
	Iteration 19Q: 3 clusters Score -790887.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -790955.125000 Penalty: 4422.387207
	Iteration 20F: 3 clusters Score -790955.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -791027.125000 Penalty: 4422.387207
	Iteration 21Q: 3 clusters Score -791027.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -791076.812500 Penalty: 4422.387207
	Iteration 22Q: 3 clusters Score -791076.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -791113.375000 Penalty: 4422.387207
	Iteration 23Q: 3 clusters Score -791113.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -791143.750000 Penalty: 4422.387207
	Iteration 24Q: 3 clusters Score -791143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -791165.250000 Penalty: 4422.387207
	Iteration 25Q: 3 clusters Score -791165.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -791190.125000 Penalty: 4422.387207
	Iteration 26Q: 3 clusters Score -791190.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -791220.500000 Penalty: 4422.387207
	Iteration 27Q: 3 clusters Score -791220.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -791252.125000 Penalty: 4422.387207
	Iteration 28Q: 3 clusters Score -791252.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -791277.750000 Penalty: 4422.387207
	Iteration 29Q: 3 clusters Score -791277.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -791305.625000 Penalty: 4422.387207
	Iteration 30Q: 3 clusters Score -791305.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -791338.937500 Penalty: 4422.387207
	Iteration 31Q: 3 clusters Score -791338.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -791382.250000 Penalty: 4422.387207
	Iteration 32Q: 3 clusters Score -791382.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -791416.687500 Penalty: 4422.387207
	Iteration 33Q: 3 clusters Score -791416.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -791445.500000 Penalty: 4422.387207
	Iteration 34Q: 3 clusters Score -791445.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -791462.000000 Penalty: 4422.387207
	Iteration 35Q: 3 clusters Score -791462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -791474.687500 Penalty: 4422.387207
	Iteration 36Q: 3 clusters Score -791474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -791487.937500 Penalty: 4422.387207
	Iteration 37Q: 3 clusters Score -791487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -791492.312500 Penalty: 4422.387207
	Iteration 38Q: 3 clusters Score -791492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -791498.375000 Penalty: 4422.387207
	Iteration 39Q: 3 clusters Score -791498.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -791507.000000 Penalty: 4422.387207
	Iteration 40F: 3 clusters Score -791507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -791515.062500 Penalty: 4422.387207
	Iteration 41Q: 3 clusters Score -791515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -791519.375000 Penalty: 4422.387207
	Iteration 42Q: 3 clusters Score -791519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -791522.625000 Penalty: 4422.387207
	Iteration 43Q: 3 clusters Score -791522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -791522.625000 Penalty: 4422.387207
	Iteration 44F: 3 clusters Score -791522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -526885.000000 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -526885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -522583.250000 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -522583.2 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -523781.250000 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -523781.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -524166.218750 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -524166.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -524554.625000 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -524554.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -524965.687500 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -524965.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -525466.375000 Penalty: 4207.165039
	Iteration 5F: 3 clusters Score -525466.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -525977.937500 Penalty: 4207.165039
	Iteration 6F: 3 clusters Score -525977.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -526254.312500 Penalty: 4207.165039
	Iteration 7F: 3 clusters Score -526254.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -526407.062500 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -526407.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -526500.875000 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -526500.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -526570.625000 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -526570.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -526612.000000 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -526612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -526641.500000 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -526641.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -526667.125000 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -526667.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -526683.500000 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -526683.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -526703.937500 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -526703.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -526713.687500 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -526713.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -526723.187500 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -526723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -526731.375000 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -526731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -526740.750000 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -526740.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -526747.062500 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -526747.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -526753.937500 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -526753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -526763.437500 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -526763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -526773.062500 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -526773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -526780.750000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -526780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -526788.125000 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -526788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -526793.500000 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -526793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -526801.875000 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -526801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -526805.187500 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -526805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -526806.562500 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -526806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -526808.000000 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -526808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -526808.312500 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -526808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -526809.687500 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -526809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -526811.500000 Penalty: 4207.165039
	Iteration 33Q: 3 clusters Score -526811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -526813.500000 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -526813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -526813.250000 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -526813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -526813.875000 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -526813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -526814.687500 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -526814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -526816.625000 Penalty: 4207.165039
	Iteration 38Q: 3 clusters Score -526816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -526817.000000 Penalty: 4207.165039
	Iteration 39Q: 3 clusters Score -526817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -526819.250000 Penalty: 4207.165039
	Iteration 40F: 3 clusters Score -526819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -526819.562500 Penalty: 4207.165039
	Iteration 41Q: 3 clusters Score -526819.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -526819.562500 Penalty: 4207.165039
	Iteration 42F: 3 clusters Score -526819.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -446269.187500 Penalty: 2093.999512
	Iteration 0F: 2 clusters Score -446269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -442034.656250 Penalty: 4187.999023
	Iteration 0F: 3 clusters Score -442034.7 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -443140.218750 Penalty: 4187.999023
	Iteration 1F: 3 clusters Score -443140.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -443483.281250 Penalty: 4187.999023
	Iteration 2F: 3 clusters Score -443483.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -443748.062500 Penalty: 4187.999023
	Iteration 3F: 3 clusters Score -443748.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -443940.718750 Penalty: 4187.999023
	Iteration 4Q: 3 clusters Score -443940.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -444095.093750 Penalty: 4187.999023
	Iteration 5Q: 3 clusters Score -444095.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -444238.250000 Penalty: 4187.999023
	Iteration 6Q: 3 clusters Score -444238.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -444388.187500 Penalty: 4187.999023
	Iteration 7Q: 3 clusters Score -444388.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -444518.906250 Penalty: 4187.999023
	Iteration 8Q: 3 clusters Score -444518.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -444618.593750 Penalty: 4187.999023
	Iteration 9Q: 3 clusters Score -444618.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -444712.250000 Penalty: 4187.999023
	Iteration 10Q: 3 clusters Score -444712.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -444810.312500 Penalty: 4187.999023
	Iteration 11Q: 3 clusters Score -444810.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -444879.375000 Penalty: 4187.999023
	Iteration 12Q: 3 clusters Score -444879.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -444920.625000 Penalty: 4187.999023
	Iteration 13Q: 3 clusters Score -444920.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -444946.031250 Penalty: 4187.999023
	Iteration 14Q: 3 clusters Score -444946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -444961.406250 Penalty: 4187.999023
	Iteration 15Q: 3 clusters Score -444961.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444981.187500 Penalty: 4187.999023
	Iteration 16Q: 3 clusters Score -444981.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -444995.437500 Penalty: 4187.999023
	Iteration 17Q: 3 clusters Score -444995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -445005.187500 Penalty: 4187.999023
	Iteration 18Q: 3 clusters Score -445005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -445012.625000 Penalty: 4187.999023
	Iteration 19Q: 3 clusters Score -445012.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -445020.312500 Penalty: 4187.999023
	Iteration 20F: 3 clusters Score -445020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -445027.875000 Penalty: 4187.999023
	Iteration 21Q: 3 clusters Score -445027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -445032.156250 Penalty: 4187.999023
	Iteration 22Q: 3 clusters Score -445032.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -445036.937500 Penalty: 4187.999023
	Iteration 23Q: 3 clusters Score -445036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -445041.750000 Penalty: 4187.999023
	Iteration 24Q: 3 clusters Score -445041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -445047.093750 Penalty: 4187.999023
	Iteration 25Q: 3 clusters Score -445047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -445049.250000 Penalty: 4187.999023
	Iteration 26Q: 3 clusters Score -445049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -445049.406250 Penalty: 4187.999023
	Iteration 27Q: 3 clusters Score -445049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -445050.031250 Penalty: 4187.999023
	Iteration 28Q: 3 clusters Score -445050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445050.531250 Penalty: 4187.999023
	Iteration 29Q: 3 clusters Score -445050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -445051.468750 Penalty: 4187.999023
	Iteration 30Q: 3 clusters Score -445051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -445051.875000 Penalty: 4187.999023
	Iteration 31Q: 3 clusters Score -445051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -445052.000000 Penalty: 4187.999023
	Iteration 32Q: 3 clusters Score -445052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445053.031250 Penalty: 4187.999023
	Iteration 33Q: 3 clusters Score -445053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -445052.500000 Penalty: 4187.999023
	Iteration 34Q: 3 clusters Score -445052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -445053.281250 Penalty: 4187.999023
	Iteration 35Q: 3 clusters Score -445053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -445053.281250 Penalty: 4187.999023
	Iteration 36Q: 3 clusters Score -445053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445053.750000 Penalty: 4187.999023
	Iteration 37Q: 3 clusters Score -445053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -445054.062500 Penalty: 4187.999023
	Iteration 38Q: 3 clusters Score -445054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -445054.125000 Penalty: 4187.999023
	Iteration 39Q: 3 clusters Score -445054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -445054.125000 Penalty: 4187.999023
	Iteration 40F: 3 clusters Score -445054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (7506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Entering Unmasked Estep 
Score: -783155.250000 Penalty: 2213.017578
	Iteration 0F: 2 clusters Score -783155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -777075.187500 Penalty: 4426.035156
	Iteration 0F: 3 clusters Score -777075.2 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -778711.312500 Penalty: 4426.035156
	Iteration 1F: 3 clusters Score -778711.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -779039.562500 Penalty: 4426.035156
	Iteration 2F: 3 clusters Score -779039.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -779287.000000 Penalty: 4426.035156
	Iteration 3F: 3 clusters Score -779287 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -779481.937500 Penalty: 4426.035156
	Iteration 4Q: 3 clusters Score -779481.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -779665.250000 Penalty: 4426.035156
	Iteration 5Q: 3 clusters Score -779665.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -779865.875000 Penalty: 4426.035156
	Iteration 6Q: 3 clusters Score -779865.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -780057.750000 Penalty: 4426.035156
	Iteration 7Q: 3 clusters Score -780057.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -780250.250000 Penalty: 4426.035156
	Iteration 8Q: 3 clusters Score -780250.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -780443.437500 Penalty: 4426.035156
	Iteration 9Q: 3 clusters Score -780443.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -780638.937500 Penalty: 4426.035156
	Iteration 10Q: 3 clusters Score -780638.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -780806.187500 Penalty: 4426.035156
	Iteration 11Q: 3 clusters Score -780806.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -780923.187500 Penalty: 4426.035156
	Iteration 12Q: 3 clusters Score -780923.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -781025.687500 Penalty: 4426.035156
	Iteration 13Q: 3 clusters Score -781025.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -781122.437500 Penalty: 4426.035156
	Iteration 14Q: 3 clusters Score -781122.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -781215.875000 Penalty: 4426.035156
	Iteration 15Q: 3 clusters Score -781215.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -781308.000000 Penalty: 4426.035156
	Iteration 16Q: 3 clusters Score -781308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -781404.312500 Penalty: 4426.035156
	Iteration 17Q: 3 clusters Score -781404.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -781498.250000 Penalty: 4426.035156
	Iteration 18Q: 3 clusters Score -781498.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -781580.000000 Penalty: 4426.035156
	Iteration 19Q: 3 clusters Score -781580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -781647.562500 Penalty: 4426.035156
	Iteration 20F: 3 clusters Score -781647.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -781720.062500 Penalty: 4426.035156
	Iteration 21Q: 3 clusters Score -781720.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -781785.125000 Penalty: 4426.035156
	Iteration 22Q: 3 clusters Score -781785.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -781847.750000 Penalty: 4426.035156
	Iteration 23Q: 3 clusters Score -781847.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -781918.375000 Penalty: 4426.035156
	Iteration 24Q: 3 clusters Score -781918.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -781996.625000 Penalty: 4426.035156
	Iteration 25Q: 3 clusters Score -781996.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -782071.250000 Penalty: 4426.035156
	Iteration 26Q: 3 clusters Score -782071.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -782146.812500 Penalty: 4426.035156
	Iteration 27Q: 3 clusters Score -782146.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -782222.125000 Penalty: 4426.035156
	Iteration 28Q: 3 clusters Score -782222.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -782289.000000 Penalty: 4426.035156
	Iteration 29Q: 3 clusters Score -782289 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -782346.937500 Penalty: 4426.035156
	Iteration 30Q: 3 clusters Score -782346.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -782403.250000 Penalty: 4426.035156
	Iteration 31Q: 3 clusters Score -782403.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -782452.437500 Penalty: 4426.035156
	Iteration 32Q: 3 clusters Score -782452.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -782494.750000 Penalty: 4426.035156
	Iteration 33Q: 3 clusters Score -782494.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -782532.875000 Penalty: 4426.035156
	Iteration 34Q: 3 clusters Score -782532.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -782558.250000 Penalty: 4426.035156
	Iteration 35Q: 3 clusters Score -782558.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -782584.125000 Penalty: 4426.035156
	Iteration 36Q: 3 clusters Score -782584.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -782611.000000 Penalty: 4426.035156
	Iteration 37Q: 3 clusters Score -782611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -782646.125000 Penalty: 4426.035156
	Iteration 38Q: 3 clusters Score -782646.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -782668.500000 Penalty: 4426.035156
	Iteration 39Q: 3 clusters Score -782668.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -782693.062500 Penalty: 4426.035156
	Iteration 40F: 3 clusters Score -782693.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -782705.062500 Penalty: 4426.035156
	Iteration 41Q: 3 clusters Score -782705.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -782721.437500 Penalty: 4426.035156
	Iteration 42Q: 3 clusters Score -782721.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -782727.187500 Penalty: 4426.035156
	Iteration 43Q: 3 clusters Score -782727.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -782735.500000 Penalty: 4426.035156
	Iteration 44Q: 3 clusters Score -782735.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -782741.875000 Penalty: 4426.035156
	Iteration 45Q: 3 clusters Score -782741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -782746.437500 Penalty: 4426.035156
	Iteration 46Q: 3 clusters Score -782746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -782745.750000 Penalty: 4426.035156
	Iteration 47Q: 3 clusters Score -782745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -782747.375000 Penalty: 4426.035156
	Iteration 48Q: 3 clusters Score -782747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -782748.312500 Penalty: 4426.035156
	Iteration 49Q: 3 clusters Score -782748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -782749.312500 Penalty: 4426.035156
	Iteration 50Q: 3 clusters Score -782749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -782750.312500 Penalty: 4426.035156
	Iteration 51Q: 3 clusters Score -782750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -782749.875000 Penalty: 4426.035156
	Iteration 52Q: 3 clusters Score -782749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -782749.875000 Penalty: 4426.035156
	Iteration 53F: 3 clusters Score -782749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -556653.750000 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -556653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -551916.437500 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -551916.4 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -553105.375000 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -553105.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -553431.625000 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -553431.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -553732.750000 Penalty: 4256.228516
	Iteration 3F: 3 clusters Score -553732.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -554069.375000 Penalty: 4256.228516
	Iteration 4F: 3 clusters Score -554069.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -554482.500000 Penalty: 4256.228516
	Iteration 5F: 3 clusters Score -554482.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -554930.125000 Penalty: 4256.228516
	Iteration 6F: 3 clusters Score -554930.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -555349.875000 Penalty: 4256.228516
	Iteration 7F: 3 clusters Score -555349.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -555661.000000 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -555661 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -555859.625000 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -555859.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -555978.250000 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -555978.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -556022.937500 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -556022.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -556060.750000 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -556060.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -556092.625000 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -556092.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -556111.875000 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -556111.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -556122.625000 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -556122.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -556133.625000 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -556133.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -556140.250000 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -556140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -556145.687500 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -556145.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -556152.375000 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -556152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -556157.500000 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -556157.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -556160.250000 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -556160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -556163.687500 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -556163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -556164.125000 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -556164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -556165.812500 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -556165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -556169.062500 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -556169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -556170.125000 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -556170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -556171.062500 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -556171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -556171.875000 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -556171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -556172.500000 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -556172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -556172.500000 Penalty: 4256.228516
	Iteration 30F: 3 clusters Score -556172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -214860.734375 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -214860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212241.328125 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -212241.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212675.953125 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -212676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -212805.156250 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -212805.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212866.312500 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -212866.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212912.687500 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -212912.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212957.468750 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -212957.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212985.906250 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -212985.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -213014.046875 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -213014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -213045.281250 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -213045.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -213071.750000 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -213071.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -213093.046875 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -213093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -213113.625000 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -213113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213127.703125 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -213127.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -213145.406250 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -213145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -213163.343750 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -213163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -213172.265625 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -213172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213179.328125 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -213179.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -213185.828125 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -213185.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213191.453125 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -213191.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -213196.515625 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -213196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -213202.953125 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -213203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213208.609375 Penalty: 3756.980957
	Iteration 21Q: 3 clusters Score -213208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213215.000000 Penalty: 3756.980957
	Iteration 22Q: 3 clusters Score -213215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213218.625000 Penalty: 3756.980957
	Iteration 23Q: 3 clusters Score -213218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -213224.359375 Penalty: 3756.980957
	Iteration 24Q: 3 clusters Score -213224.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -213231.015625 Penalty: 3756.980957
	Iteration 25Q: 3 clusters Score -213231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -213237.515625 Penalty: 3756.980957
	Iteration 26Q: 3 clusters Score -213237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -213243.031250 Penalty: 3756.980957
	Iteration 27Q: 3 clusters Score -213243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -213251.187500 Penalty: 3756.980957
	Iteration 28Q: 3 clusters Score -213251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -213259.750000 Penalty: 3756.980957
	Iteration 29Q: 3 clusters Score -213259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213264.593750 Penalty: 3756.980957
	Iteration 30Q: 3 clusters Score -213264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213270.796875 Penalty: 3756.980957
	Iteration 31Q: 3 clusters Score -213270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213274.531250 Penalty: 3756.980957
	Iteration 32Q: 3 clusters Score -213274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213275.359375 Penalty: 3756.980957
	Iteration 33Q: 3 clusters Score -213275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -213277.437500 Penalty: 3756.980957
	Iteration 34Q: 3 clusters Score -213277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -213282.234375 Penalty: 3756.980957
	Iteration 35Q: 3 clusters Score -213282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213284.890625 Penalty: 3756.980957
	Iteration 36Q: 3 clusters Score -213284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213286.562500 Penalty: 3756.980957
	Iteration 37Q: 3 clusters Score -213286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213288.062500 Penalty: 3756.980957
	Iteration 38Q: 3 clusters Score -213288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213288.062500 Penalty: 3756.980957
	Iteration 39F: 3 clusters Score -213288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -806140.437500 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -806140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -800171.000000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -800171 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -801725.625000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -801725.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -802021.250000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -802021.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -802255.062500 Penalty: 4406.629395
	Iteration 3F: 3 clusters Score -802255.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -802459.125000 Penalty: 4406.629395
	Iteration 4F: 3 clusters Score -802459.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -802651.375000 Penalty: 4406.629395
	Iteration 5Q: 3 clusters Score -802651.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -802825.125000 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -802825.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -802973.125000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -802973.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -803122.687500 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -803122.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -803246.437500 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -803246.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -803340.250000 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -803340.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -803421.187500 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -803421.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -803486.312500 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -803486.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -803542.437500 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -803542.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -803586.187500 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -803586.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -803623.000000 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -803623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -803652.687500 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -803652.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -803672.125000 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -803672.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -803690.562500 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -803690.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -803707.062500 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -803707.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -803721.375000 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -803721.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -803739.250000 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -803739.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -803750.500000 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -803750.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -803765.562500 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -803765.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -803776.250000 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -803776.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -803786.125000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -803786.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -803794.500000 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -803794.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -803800.250000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -803800.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -803807.125000 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -803807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -803811.750000 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -803811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -803817.312500 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -803817.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -803820.312500 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -803820.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -803824.750000 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -803824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -803830.937500 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -803830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -803833.500000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -803833.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -803836.437500 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -803836.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -803840.312500 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -803840.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -803846.562500 Penalty: 4406.629395
	Iteration 37Q: 3 clusters Score -803846.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -803850.750000 Penalty: 4406.629395
	Iteration 38Q: 3 clusters Score -803850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -803854.000000 Penalty: 4406.629395
	Iteration 39Q: 3 clusters Score -803854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -803857.937500 Penalty: 4406.629395
	Iteration 40F: 3 clusters Score -803857.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -803868.000000 Penalty: 4406.629395
	Iteration 41Q: 3 clusters Score -803868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -803872.937500 Penalty: 4406.629395
	Iteration 42Q: 3 clusters Score -803872.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -803879.000000 Penalty: 4406.629395
	Iteration 43Q: 3 clusters Score -803879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -803885.062500 Penalty: 4406.629395
	Iteration 44Q: 3 clusters Score -803885.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -803892.125000 Penalty: 4406.629395
	Iteration 45Q: 3 clusters Score -803892.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -803901.312500 Penalty: 4406.629395
	Iteration 46Q: 3 clusters Score -803901.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -803905.250000 Penalty: 4406.629395
	Iteration 47Q: 3 clusters Score -803905.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -803908.562500 Penalty: 4406.629395
	Iteration 48Q: 3 clusters Score -803908.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -803912.812500 Penalty: 4406.629395
	Iteration 49Q: 3 clusters Score -803912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -803919.687500 Penalty: 4406.629395
	Iteration 50Q: 3 clusters Score -803919.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -803921.250000 Penalty: 4406.629395
	Iteration 51Q: 3 clusters Score -803921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -803922.625000 Penalty: 4406.629395
	Iteration 52Q: 3 clusters Score -803922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -803924.750000 Penalty: 4406.629395
	Iteration 53Q: 3 clusters Score -803924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -803926.250000 Penalty: 4406.629395
	Iteration 54Q: 3 clusters Score -803926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -803927.625000 Penalty: 4406.629395
	Iteration 55Q: 3 clusters Score -803927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -803929.375000 Penalty: 4406.629395
	Iteration 56Q: 3 clusters Score -803929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -803929.125000 Penalty: 4406.629395
	Iteration 57Q: 3 clusters Score -803929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -803930.500000 Penalty: 4406.629395
	Iteration 58Q: 3 clusters Score -803930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -803930.812500 Penalty: 4406.629395
	Iteration 59Q: 3 clusters Score -803930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -803931.875000 Penalty: 4406.629395
	Iteration 60F: 3 clusters Score -803931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -803933.500000 Penalty: 4406.629395
	Iteration 61Q: 3 clusters Score -803933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -803933.937500 Penalty: 4406.629395
	Iteration 62Q: 3 clusters Score -803933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -803935.000000 Penalty: 4406.629395
	Iteration 63Q: 3 clusters Score -803935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -803936.750000 Penalty: 4406.629395
	Iteration 64Q: 3 clusters Score -803936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -803938.312500 Penalty: 4406.629395
	Iteration 65Q: 3 clusters Score -803938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -803938.937500 Penalty: 4406.629395
	Iteration 66Q: 3 clusters Score -803938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -803938.937500 Penalty: 4406.629395
	Iteration 67F: 3 clusters Score -803938.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -489467.968750 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -489468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -484933.468750 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -484933.5 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -486300.906250 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -486300.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -486756.375000 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -486756.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -487129.093750 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -487129.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -487382.468750 Penalty: 4226.408691
	Iteration 4F: 3 clusters Score -487382.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -487573.031250 Penalty: 4226.408691
	Iteration 5Q: 3 clusters Score -487573 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -487687.750000 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -487687.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -487773.437500 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -487773.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -487830.281250 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -487830.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -487861.875000 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -487861.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -487884.593750 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -487884.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -487903.750000 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -487903.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -487919.093750 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -487919.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -487926.468750 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -487926.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -487939.812500 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -487939.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -487949.437500 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -487949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -487958.187500 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -487958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -487964.312500 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -487964.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -487971.937500 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -487971.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -487978.906250 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -487978.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -487985.906250 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -487985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -487993.312500 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -487993.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -487999.968750 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -488000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -488004.375000 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -488004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -488009.937500 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -488009.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -488015.687500 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -488015.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -488019.843750 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -488019.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -488027.187500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -488027.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -488033.875000 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -488033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -488039.500000 Penalty: 4226.408691
	Iteration 29Q: 3 clusters Score -488039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -488044.750000 Penalty: 4226.408691
	Iteration 30Q: 3 clusters Score -488044.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -488049.406250 Penalty: 4226.408691
	Iteration 31Q: 3 clusters Score -488049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -488051.656250 Penalty: 4226.408691
	Iteration 32Q: 3 clusters Score -488051.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -488055.250000 Penalty: 4226.408691
	Iteration 33Q: 3 clusters Score -488055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -488057.843750 Penalty: 4226.408691
	Iteration 34Q: 3 clusters Score -488057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -488059.937500 Penalty: 4226.408691
	Iteration 35Q: 3 clusters Score -488059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -488060.906250 Penalty: 4226.408691
	Iteration 36Q: 3 clusters Score -488060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -488062.125000 Penalty: 4226.408691
	Iteration 37Q: 3 clusters Score -488062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -488062.500000 Penalty: 4226.408691
	Iteration 38Q: 3 clusters Score -488062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -488062.968750 Penalty: 4226.408691
	Iteration 39Q: 3 clusters Score -488063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -488062.750000 Penalty: 4226.408691
	Iteration 40F: 3 clusters Score -488062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -488064.000000 Penalty: 4226.408691
	Iteration 41Q: 3 clusters Score -488064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -488063.875000 Penalty: 4226.408691
	Iteration 42Q: 3 clusters Score -488063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -488066.062500 Penalty: 4226.408691
	Iteration 43Q: 3 clusters Score -488066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -488065.500000 Penalty: 4226.408691
	Iteration 44Q: 3 clusters Score -488065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -488065.687500 Penalty: 4226.408691
	Iteration 45Q: 3 clusters Score -488065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -488065.875000 Penalty: 4226.408691
	Iteration 46Q: 3 clusters Score -488065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -488065.875000 Penalty: 4226.408691
	Iteration 47F: 3 clusters Score -488065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -89489.664062 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -89489.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87755.296875 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -87755.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88077.257812 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -88077.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88187.195312 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -88187.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88246.898438 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -88246.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88281.890625 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -88281.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88317.656250 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -88317.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88337.242188 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -88337.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -88361.773438 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -88361.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88388.171875 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -88388.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -88411.398438 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -88411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88438.085938 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -88438.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88457.687500 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -88457.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -88474.187500 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -88474.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88481.703125 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -88481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88487.273438 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -88487.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88487.273438 Penalty: 3339.767334
	Iteration 15F: 3 clusters Score -88487.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (17598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Entering Unmasked Estep 
Score: -2019007.250000 Penalty: 2424.333984
	Iteration 0F: 2 clusters Score -2019007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2006422.125000 Penalty: 4848.667969
	Iteration 0F: 3 clusters Score -2006422 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2010577.750000 Penalty: 4848.667969
	Iteration 1F: 3 clusters Score -2010578 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2010975.750000 Penalty: 4848.667969
	Iteration 2F: 3 clusters Score -2010976 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2011296.250000 Penalty: 4848.667969
	Iteration 3Q: 3 clusters Score -2011296 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2011580.125000 Penalty: 4848.667969
	Iteration 4Q: 3 clusters Score -2011580 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2011906.500000 Penalty: 4848.667969
	Iteration 5Q: 3 clusters Score -2011906 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2012290.125000 Penalty: 4848.667969
	Iteration 6Q: 3 clusters Score -2012290 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2012831.500000 Penalty: 4848.667969
	Iteration 7F: 3 clusters Score -2012832 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2013532.625000 Penalty: 4848.667969
	Iteration 8F: 3 clusters Score -2013533 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2014296.625000 Penalty: 4848.667969
	Iteration 9F: 3 clusters Score -2014297 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2015114.875000 Penalty: 4848.667969
	Iteration 10F: 3 clusters Score -2015115 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2015824.625000 Penalty: 4848.667969
	Iteration 11Q: 3 clusters Score -2015825 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2016320.125000 Penalty: 4848.667969
	Iteration 12Q: 3 clusters Score -2016320 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2016612.625000 Penalty: 4848.667969
	Iteration 13Q: 3 clusters Score -2016613 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2016777.125000 Penalty: 4848.667969
	Iteration 14Q: 3 clusters Score -2016777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2016864.125000 Penalty: 4848.667969
	Iteration 15Q: 3 clusters Score -2016864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2016933.750000 Penalty: 4848.667969
	Iteration 16Q: 3 clusters Score -2016934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2016988.375000 Penalty: 4848.667969
	Iteration 17Q: 3 clusters Score -2016988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2017026.625000 Penalty: 4848.667969
	Iteration 18Q: 3 clusters Score -2017027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2017046.750000 Penalty: 4848.667969
	Iteration 19Q: 3 clusters Score -2017047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2017061.875000 Penalty: 4848.667969
	Iteration 20F: 3 clusters Score -2017062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2017070.875000 Penalty: 4848.667969
	Iteration 21Q: 3 clusters Score -2017071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2017085.250000 Penalty: 4848.667969
	Iteration 22Q: 3 clusters Score -2017085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2017096.250000 Penalty: 4848.667969
	Iteration 23Q: 3 clusters Score -2017096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2017103.500000 Penalty: 4848.667969
	Iteration 24Q: 3 clusters Score -2017104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2017110.750000 Penalty: 4848.667969
	Iteration 25Q: 3 clusters Score -2017111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2017115.125000 Penalty: 4848.667969
	Iteration 26Q: 3 clusters Score -2017115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2017120.625000 Penalty: 4848.667969
	Iteration 27Q: 3 clusters Score -2017121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2017128.625000 Penalty: 4848.667969
	Iteration 28Q: 3 clusters Score -2017129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2017138.375000 Penalty: 4848.667969
	Iteration 29Q: 3 clusters Score -2017138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2017140.375000 Penalty: 4848.667969
	Iteration 30Q: 3 clusters Score -2017140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2017151.125000 Penalty: 4848.667969
	Iteration 31Q: 3 clusters Score -2017151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2017157.125000 Penalty: 4848.667969
	Iteration 32Q: 3 clusters Score -2017157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2017160.000000 Penalty: 4848.667969
	Iteration 33Q: 3 clusters Score -2017160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2017164.000000 Penalty: 4848.667969
	Iteration 34Q: 3 clusters Score -2017164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2017167.750000 Penalty: 4848.667969
	Iteration 35Q: 3 clusters Score -2017168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2017175.250000 Penalty: 4848.667969
	Iteration 36Q: 3 clusters Score -2017175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2017183.625000 Penalty: 4848.667969
	Iteration 37Q: 3 clusters Score -2017184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2017192.375000 Penalty: 4848.667969
	Iteration 38Q: 3 clusters Score -2017192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2017199.375000 Penalty: 4848.667969
	Iteration 39Q: 3 clusters Score -2017199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2017206.875000 Penalty: 4848.667969
	Iteration 40F: 3 clusters Score -2017207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2017218.250000 Penalty: 4848.667969
	Iteration 41Q: 3 clusters Score -2017218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2017218.125000 Penalty: 4848.667969
	Iteration 42Q: 3 clusters Score -2017218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2017228.250000 Penalty: 4848.667969
	Iteration 43Q: 3 clusters Score -2017228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2017232.125000 Penalty: 4848.667969
	Iteration 44Q: 3 clusters Score -2017232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2017235.625000 Penalty: 4848.667969
	Iteration 45Q: 3 clusters Score -2017236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2017239.375000 Penalty: 4848.667969
	Iteration 46Q: 3 clusters Score -2017239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2017243.250000 Penalty: 4848.667969
	Iteration 47Q: 3 clusters Score -2017243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2017250.000000 Penalty: 4848.667969
	Iteration 48Q: 3 clusters Score -2017250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2017259.000000 Penalty: 4848.667969
	Iteration 49Q: 3 clusters Score -2017259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2017270.750000 Penalty: 4848.667969
	Iteration 50Q: 3 clusters Score -2017271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2017285.625000 Penalty: 4848.667969
	Iteration 51Q: 3 clusters Score -2017286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2017293.750000 Penalty: 4848.667969
	Iteration 52Q: 3 clusters Score -2017294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2017304.625000 Penalty: 4848.667969
	Iteration 53Q: 3 clusters Score -2017305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2017313.250000 Penalty: 4848.667969
	Iteration 54Q: 3 clusters Score -2017313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2017330.625000 Penalty: 4848.667969
	Iteration 55Q: 3 clusters Score -2017331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2017338.875000 Penalty: 4848.667969
	Iteration 56Q: 3 clusters Score -2017339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2017349.000000 Penalty: 4848.667969
	Iteration 57Q: 3 clusters Score -2017349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2017367.500000 Penalty: 4848.667969
	Iteration 58Q: 3 clusters Score -2017368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2017381.250000 Penalty: 4848.667969
	Iteration 59Q: 3 clusters Score -2017381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2017387.750000 Penalty: 4848.667969
	Iteration 60F: 3 clusters Score -2017388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2017400.250000 Penalty: 4848.667969
	Iteration 61Q: 3 clusters Score -2017400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2017408.750000 Penalty: 4848.667969
	Iteration 62Q: 3 clusters Score -2017409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2017422.500000 Penalty: 4848.667969
	Iteration 63Q: 3 clusters Score -2017422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2017434.375000 Penalty: 4848.667969
	Iteration 64Q: 3 clusters Score -2017434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2017442.875000 Penalty: 4848.667969
	Iteration 65Q: 3 clusters Score -2017443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2017461.125000 Penalty: 4848.667969
	Iteration 66Q: 3 clusters Score -2017461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2017481.000000 Penalty: 4848.667969
	Iteration 67Q: 3 clusters Score -2017481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2017497.875000 Penalty: 4848.667969
	Iteration 68Q: 3 clusters Score -2017498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2017525.375000 Penalty: 4848.667969
	Iteration 69Q: 3 clusters Score -2017525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2017558.250000 Penalty: 4848.667969
	Iteration 70Q: 3 clusters Score -2017558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2017594.625000 Penalty: 4848.667969
	Iteration 71Q: 3 clusters Score -2017595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2017621.875000 Penalty: 4848.667969
	Iteration 72Q: 3 clusters Score -2017622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2017648.875000 Penalty: 4848.667969
	Iteration 73Q: 3 clusters Score -2017649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2017662.875000 Penalty: 4848.667969
	Iteration 74Q: 3 clusters Score -2017663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2017682.875000 Penalty: 4848.667969
	Iteration 75Q: 3 clusters Score -2017683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2017710.875000 Penalty: 4848.667969
	Iteration 76Q: 3 clusters Score -2017711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2017745.125000 Penalty: 4848.667969
	Iteration 77Q: 3 clusters Score -2017745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2017770.125000 Penalty: 4848.667969
	Iteration 78Q: 3 clusters Score -2017770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2017791.250000 Penalty: 4848.667969
	Iteration 79Q: 3 clusters Score -2017791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2017812.500000 Penalty: 4848.667969
	Iteration 80F: 3 clusters Score -2017812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2017842.625000 Penalty: 4848.667969
	Iteration 81Q: 3 clusters Score -2017843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2017864.375000 Penalty: 4848.667969
	Iteration 82Q: 3 clusters Score -2017864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2017874.125000 Penalty: 4848.667969
	Iteration 83Q: 3 clusters Score -2017874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2017889.750000 Penalty: 4848.667969
	Iteration 84Q: 3 clusters Score -2017890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2017911.250000 Penalty: 4848.667969
	Iteration 85Q: 3 clusters Score -2017911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2017929.625000 Penalty: 4848.667969
	Iteration 86Q: 3 clusters Score -2017930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2017946.125000 Penalty: 4848.667969
	Iteration 87Q: 3 clusters Score -2017946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2017964.625000 Penalty: 4848.667969
	Iteration 88Q: 3 clusters Score -2017965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2017981.750000 Penalty: 4848.667969
	Iteration 89Q: 3 clusters Score -2017982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2018005.500000 Penalty: 4848.667969
	Iteration 90Q: 3 clusters Score -2018006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2018029.125000 Penalty: 4848.667969
	Iteration 91Q: 3 clusters Score -2018029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2018038.625000 Penalty: 4848.667969
	Iteration 92Q: 3 clusters Score -2018039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2018046.125000 Penalty: 4848.667969
	Iteration 93Q: 3 clusters Score -2018046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2018053.250000 Penalty: 4848.667969
	Iteration 94Q: 3 clusters Score -2018053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2018068.625000 Penalty: 4848.667969
	Iteration 95Q: 3 clusters Score -2018069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2018079.500000 Penalty: 4848.667969
	Iteration 96Q: 3 clusters Score -2018080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2018097.250000 Penalty: 4848.667969
	Iteration 97Q: 3 clusters Score -2018097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2018108.250000 Penalty: 4848.667969
	Iteration 98Q: 3 clusters Score -2018108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2018111.625000 Penalty: 4848.667969
	Iteration 99Q: 3 clusters Score -2018112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2018126.500000 Penalty: 4848.667969
	Iteration 100F: 3 clusters Score -2018126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2018140.375000 Penalty: 4848.667969
	Iteration 101Q: 3 clusters Score -2018140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2018144.750000 Penalty: 4848.667969
	Iteration 102Q: 3 clusters Score -2018145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2018144.125000 Penalty: 4848.667969
	Iteration 103Q: 3 clusters Score -2018144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2018149.375000 Penalty: 4848.667969
	Iteration 104Q: 3 clusters Score -2018149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2018150.625000 Penalty: 4848.667969
	Iteration 105Q: 3 clusters Score -2018151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2018151.500000 Penalty: 4848.667969
	Iteration 106Q: 3 clusters Score -2018152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2018157.625000 Penalty: 4848.667969
	Iteration 107Q: 3 clusters Score -2018158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2018167.000000 Penalty: 4848.667969
	Iteration 108Q: 3 clusters Score -2018167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2018168.875000 Penalty: 4848.667969
	Iteration 109Q: 3 clusters Score -2018169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2018172.500000 Penalty: 4848.667969
	Iteration 110Q: 3 clusters Score -2018172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2018178.625000 Penalty: 4848.667969
	Iteration 111Q: 3 clusters Score -2018179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2018184.000000 Penalty: 4848.667969
	Iteration 112Q: 3 clusters Score -2018184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2018184.125000 Penalty: 4848.667969
	Iteration 113Q: 3 clusters Score -2018184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2018185.250000 Penalty: 4848.667969
	Iteration 114Q: 3 clusters Score -2018185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2018182.125000 Penalty: 4848.667969
	Iteration 115Q: 3 clusters Score -2018182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2018183.500000 Penalty: 4848.667969
	Iteration 116Q: 3 clusters Score -2018184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2018185.125000 Penalty: 4848.667969
	Iteration 117Q: 3 clusters Score -2018185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2018184.875000 Penalty: 4848.667969
	Iteration 118Q: 3 clusters Score -2018185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2018186.000000 Penalty: 4848.667969
	Iteration 119Q: 3 clusters Score -2018186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2018184.875000 Penalty: 4848.667969
	Iteration 120F: 3 clusters Score -2018185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2018184.250000 Penalty: 4848.667969
	Iteration 121Q: 3 clusters Score -2018184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2018184.625000 Penalty: 4848.667969
	Iteration 122Q: 3 clusters Score -2018185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2018185.500000 Penalty: 4848.667969
	Iteration 123Q: 3 clusters Score -2018186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2018182.375000 Penalty: 4848.667969
	Iteration 124Q: 3 clusters Score -2018182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2018185.625000 Penalty: 4848.667969
	Iteration 125Q: 3 clusters Score -2018186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2018185.750000 Penalty: 4848.667969
	Iteration 126Q: 3 clusters Score -2018186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2018185.750000 Penalty: 4848.667969
	Iteration 127F: 3 clusters Score -2018186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -2472196.500000 Penalty: 2477.993652
	Iteration 0F: 2 clusters Score -2472196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2456896.250000 Penalty: 4955.987305
	Iteration 0F: 3 clusters Score -2456896 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2462090.750000 Penalty: 4955.987305
	Iteration 1F: 3 clusters Score -2462091 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2462568.750000 Penalty: 4955.987305
	Iteration 2F: 3 clusters Score -2462569 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2463092.000000 Penalty: 4955.987305
	Iteration 3F: 3 clusters Score -2463092 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2463655.750000 Penalty: 4955.987305
	Iteration 4F: 3 clusters Score -2463656 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2464296.250000 Penalty: 4955.987305
	Iteration 5F: 3 clusters Score -2464296 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2465074.750000 Penalty: 4955.987305
	Iteration 6F: 3 clusters Score -2465075 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2465955.250000 Penalty: 4955.987305
	Iteration 7F: 3 clusters Score -2465955 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2466969.750000 Penalty: 4955.987305
	Iteration 8F: 3 clusters Score -2466970 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2467965.250000 Penalty: 4955.987305
	Iteration 9F: 3 clusters Score -2467965 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2468828.000000 Penalty: 4955.987305
	Iteration 10Q: 3 clusters Score -2468828 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2469491.250000 Penalty: 4955.987305
	Iteration 11Q: 3 clusters Score -2469491 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2469832.750000 Penalty: 4955.987305
	Iteration 12Q: 3 clusters Score -2469833 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2470044.000000 Penalty: 4955.987305
	Iteration 13Q: 3 clusters Score -2470044 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2470134.500000 Penalty: 4955.987305
	Iteration 14Q: 3 clusters Score -2470134 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2470211.250000 Penalty: 4955.987305
	Iteration 15Q: 3 clusters Score -2470211 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2470257.000000 Penalty: 4955.987305
	Iteration 16Q: 3 clusters Score -2470257 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2470280.000000 Penalty: 4955.987305
	Iteration 17Q: 3 clusters Score -2470280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2470292.250000 Penalty: 4955.987305
	Iteration 18Q: 3 clusters Score -2470292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2470304.750000 Penalty: 4955.987305
	Iteration 19Q: 3 clusters Score -2470305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2470312.000000 Penalty: 4955.987305
	Iteration 20F: 3 clusters Score -2470312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2470332.500000 Penalty: 4955.987305
	Iteration 21Q: 3 clusters Score -2470332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2470340.500000 Penalty: 4955.987305
	Iteration 22Q: 3 clusters Score -2470340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2470347.250000 Penalty: 4955.987305
	Iteration 23Q: 3 clusters Score -2470347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2470349.750000 Penalty: 4955.987305
	Iteration 24Q: 3 clusters Score -2470350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2470364.750000 Penalty: 4955.987305
	Iteration 25Q: 3 clusters Score -2470365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2470369.750000 Penalty: 4955.987305
	Iteration 26Q: 3 clusters Score -2470370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2470381.500000 Penalty: 4955.987305
	Iteration 27Q: 3 clusters Score -2470382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2470389.000000 Penalty: 4955.987305
	Iteration 28Q: 3 clusters Score -2470389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2470389.250000 Penalty: 4955.987305
	Iteration 29Q: 3 clusters Score -2470389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2470392.500000 Penalty: 4955.987305
	Iteration 30Q: 3 clusters Score -2470392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2470399.250000 Penalty: 4955.987305
	Iteration 31Q: 3 clusters Score -2470399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2470404.750000 Penalty: 4955.987305
	Iteration 32Q: 3 clusters Score -2470405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2470403.500000 Penalty: 4955.987305
	Iteration 33Q: 3 clusters Score -2470404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2470408.250000 Penalty: 4955.987305
	Iteration 34Q: 3 clusters Score -2470408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2470413.000000 Penalty: 4955.987305
	Iteration 35Q: 3 clusters Score -2470413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2470416.750000 Penalty: 4955.987305
	Iteration 36Q: 3 clusters Score -2470417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2470419.250000 Penalty: 4955.987305
	Iteration 37Q: 3 clusters Score -2470419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2470412.750000 Penalty: 4955.987305
	Iteration 38Q: 3 clusters Score -2470413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2470412.000000 Penalty: 4955.987305
	Iteration 39Q: 3 clusters Score -2470412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2470411.750000 Penalty: 4955.987305
	Iteration 40F: 3 clusters Score -2470412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2470409.250000 Penalty: 4955.987305
	Iteration 41Q: 3 clusters Score -2470409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2470411.000000 Penalty: 4955.987305
	Iteration 42Q: 3 clusters Score -2470411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2470418.250000 Penalty: 4955.987305
	Iteration 43Q: 3 clusters Score -2470418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2470418.000000 Penalty: 4955.987305
	Iteration 44Q: 3 clusters Score -2470418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2470419.250000 Penalty: 4955.987305
	Iteration 45Q: 3 clusters Score -2470419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2470418.500000 Penalty: 4955.987305
	Iteration 46Q: 3 clusters Score -2470418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2470418.250000 Penalty: 4955.987305
	Iteration 47Q: 3 clusters Score -2470418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2470420.500000 Penalty: 4955.987305
	Iteration 48Q: 3 clusters Score -2470420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2470423.000000 Penalty: 4955.987305
	Iteration 49Q: 3 clusters Score -2470423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2470427.750000 Penalty: 4955.987305
	Iteration 50Q: 3 clusters Score -2470428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2470425.500000 Penalty: 4955.987305
	Iteration 51Q: 3 clusters Score -2470426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2470426.250000 Penalty: 4955.987305
	Iteration 52Q: 3 clusters Score -2470426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2470427.250000 Penalty: 4955.987305
	Iteration 53Q: 3 clusters Score -2470427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2470427.500000 Penalty: 4955.987305
	Iteration 54Q: 3 clusters Score -2470428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2470424.750000 Penalty: 4955.987305
	Iteration 55Q: 3 clusters Score -2470425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2470427.000000 Penalty: 4955.987305
	Iteration 56Q: 3 clusters Score -2470427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2470426.250000 Penalty: 4955.987305
	Iteration 57Q: 3 clusters Score -2470426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2470430.500000 Penalty: 4955.987305
	Iteration 58Q: 3 clusters Score -2470430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2470429.250000 Penalty: 4955.987305
	Iteration 59Q: 3 clusters Score -2470429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2470432.000000 Penalty: 4955.987305
	Iteration 60F: 3 clusters Score -2470432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2470430.750000 Penalty: 4955.987305
	Iteration 61Q: 3 clusters Score -2470431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2470432.500000 Penalty: 4955.987305
	Iteration 62Q: 3 clusters Score -2470432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2470429.250000 Penalty: 4955.987305
	Iteration 63Q: 3 clusters Score -2470429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2470430.000000 Penalty: 4955.987305
	Iteration 64Q: 3 clusters Score -2470430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2470424.750000 Penalty: 4955.987305
	Iteration 65Q: 3 clusters Score -2470425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2470424.000000 Penalty: 4955.987305
	Iteration 66Q: 3 clusters Score -2470424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2470424.000000 Penalty: 4955.987305
	Iteration 67F: 3 clusters Score -2470424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -170897.312500 Penalty: 1877.853149
	Iteration 0F: 2 clusters Score -170897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -168376.687500 Penalty: 3755.706299
	Iteration 0F: 3 clusters Score -168376.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -169069.328125 Penalty: 3755.706299
	Iteration 1F: 3 clusters Score -169069.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -169431.953125 Penalty: 3755.706299
	Iteration 2F: 3 clusters Score -169432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -169645.796875 Penalty: 3755.706299
	Iteration 3F: 3 clusters Score -169645.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169799.500000 Penalty: 3755.706299
	Iteration 4Q: 3 clusters Score -169799.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -169956.562500 Penalty: 3755.706299
	Iteration 5Q: 3 clusters Score -169956.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -170122.890625 Penalty: 3755.706299
	Iteration 6Q: 3 clusters Score -170122.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170262.781250 Penalty: 3755.706299
	Iteration 7Q: 3 clusters Score -170262.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170400.984375 Penalty: 3755.706299
	Iteration 8Q: 3 clusters Score -170401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -170513.609375 Penalty: 3755.706299
	Iteration 9Q: 3 clusters Score -170513.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170628.890625 Penalty: 3755.706299
	Iteration 10Q: 3 clusters Score -170628.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -170728.859375 Penalty: 3755.706299
	Iteration 11Q: 3 clusters Score -170728.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -170788.046875 Penalty: 3755.706299
	Iteration 12Q: 3 clusters Score -170788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -170823.281250 Penalty: 3755.706299
	Iteration 13Q: 3 clusters Score -170823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -170835.468750 Penalty: 3755.706299
	Iteration 14Q: 3 clusters Score -170835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -170842.000000 Penalty: 3755.706299
	Iteration 15Q: 3 clusters Score -170842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -170849.562500 Penalty: 3755.706299
	Iteration 16Q: 3 clusters Score -170849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -170856.656250 Penalty: 3755.706299
	Iteration 17Q: 3 clusters Score -170856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -170866.421875 Penalty: 3755.706299
	Iteration 18Q: 3 clusters Score -170866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170883.906250 Penalty: 3755.706299
	Iteration 19Q: 3 clusters Score -170883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170900.125000 Penalty: 3755.706299
	Iteration 20F: 3 clusters Score -170900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -170909.703125 Penalty: 3755.706299
	Iteration 21Q: 3 clusters Score -170909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170917.265625 Penalty: 3755.706299
	Iteration 22Q: 3 clusters Score -170917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -170922.437500 Penalty: 3755.706299
	Iteration 23Q: 3 clusters Score -170922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170929.062500 Penalty: 3755.706299
	Iteration 24Q: 3 clusters Score -170929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170930.218750 Penalty: 3755.706299
	Iteration 25Q: 3 clusters Score -170930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -170930.890625 Penalty: 3755.706299
	Iteration 26Q: 3 clusters Score -170930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -170931.953125 Penalty: 3755.706299
	Iteration 27Q: 3 clusters Score -170932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170932.281250 Penalty: 3755.706299
	Iteration 28Q: 3 clusters Score -170932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170932.281250 Penalty: 3755.706299
	Iteration 29F: 3 clusters Score -170932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 63480 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77180 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171142 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32599 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27994 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13409 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5545 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 30921 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16865 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54380 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 41755 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11733 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16398 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8799 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47602 members 
Mstep: Class 59 contains 3692 members 
Mstep: Class 60 contains 11969 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7451 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4645 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21849 members 
Mstep: Class 77 contains 884 members 
Mstep: Class 78 contains 5809 members 
Mstep: Class 79 contains 45052 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9778 members 
Mstep: Class 91 contains 3053 members 
Mstep: Class 92 contains 5544 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5400 members 
Mstep: Class 97 contains 1506 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Mstep: Class 101 contains 1059 members 
Entering Unmasked Estep 
Score: -212295616.000000 Penalty: 362902.031250
Splitting cluster 77 changes total score from -212297472.000000 to -212295616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -559277.562500 Penalty: 2149.456543
	Iteration 0F: 2 clusters Score -559277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -554269.750000 Penalty: 4298.913086
	Iteration 0F: 3 clusters Score -554269.8 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -555607.625000 Penalty: 4298.913086
	Iteration 1F: 3 clusters Score -555607.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -556090.125000 Penalty: 4298.913086
	Iteration 2F: 3 clusters Score -556090.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -556470.687500 Penalty: 4298.913086
	Iteration 3F: 3 clusters Score -556470.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -556829.562500 Penalty: 4298.913086
	Iteration 4F: 3 clusters Score -556829.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -557120.062500 Penalty: 4298.913086
	Iteration 5F: 3 clusters Score -557120.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -557340.375000 Penalty: 4298.913086
	Iteration 6Q: 3 clusters Score -557340.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -557504.750000 Penalty: 4298.913086
	Iteration 7Q: 3 clusters Score -557504.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -557622.500000 Penalty: 4298.913086
	Iteration 8Q: 3 clusters Score -557622.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -557708.625000 Penalty: 4298.913086
	Iteration 9Q: 3 clusters Score -557708.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -557777.562500 Penalty: 4298.913086
	Iteration 10Q: 3 clusters Score -557777.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -557830.750000 Penalty: 4298.913086
	Iteration 11Q: 3 clusters Score -557830.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -557857.125000 Penalty: 4298.913086
	Iteration 12Q: 3 clusters Score -557857.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -557886.437500 Penalty: 4298.913086
	Iteration 13Q: 3 clusters Score -557886.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -557909.562500 Penalty: 4298.913086
	Iteration 14Q: 3 clusters Score -557909.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -557921.187500 Penalty: 4298.913086
	Iteration 15Q: 3 clusters Score -557921.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -557928.500000 Penalty: 4298.913086
	Iteration 16Q: 3 clusters Score -557928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -557929.500000 Penalty: 4298.913086
	Iteration 17Q: 3 clusters Score -557929.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -557935.437500 Penalty: 4298.913086
	Iteration 18Q: 3 clusters Score -557935.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -557937.937500 Penalty: 4298.913086
	Iteration 19Q: 3 clusters Score -557937.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -557943.812500 Penalty: 4298.913086
	Iteration 20F: 3 clusters Score -557943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -557944.562500 Penalty: 4298.913086
	Iteration 21Q: 3 clusters Score -557944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -557947.312500 Penalty: 4298.913086
	Iteration 22Q: 3 clusters Score -557947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -557948.687500 Penalty: 4298.913086
	Iteration 23Q: 3 clusters Score -557948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -557949.750000 Penalty: 4298.913086
	Iteration 24Q: 3 clusters Score -557949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -557950.687500 Penalty: 4298.913086
	Iteration 25Q: 3 clusters Score -557950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -557950.062500 Penalty: 4298.913086
	Iteration 26Q: 3 clusters Score -557950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -557950.875000 Penalty: 4298.913086
	Iteration 27Q: 3 clusters Score -557950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -557952.187500 Penalty: 4298.913086
	Iteration 28Q: 3 clusters Score -557952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -557951.937500 Penalty: 4298.913086
	Iteration 29Q: 3 clusters Score -557951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -557951.937500 Penalty: 4298.913086
	Iteration 30F: 3 clusters Score -557951.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (45052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Entering Unmasked Estep 
Score: -5143515.500000 Penalty: 2657.461914
	Iteration 0F: 2 clusters Score -5143516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5113105.500000 Penalty: 5314.923828
	Iteration 0F: 3 clusters Score -5113106 nChanged 20617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5124490.500000 Penalty: 5314.923828
	Iteration 1F: 3 clusters Score -5124490 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5125359.500000 Penalty: 5314.923828
	Iteration 2Q: 3 clusters Score -5125360 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5126414.500000 Penalty: 5314.923828
	Iteration 3F: 3 clusters Score -5126414 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5127586.000000 Penalty: 5314.923828
	Iteration 4F: 3 clusters Score -5127586 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5128841.000000 Penalty: 5314.923828
	Iteration 5F: 3 clusters Score -5128841 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -5130389.500000 Penalty: 5314.923828
	Iteration 6F: 3 clusters Score -5130390 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5131985.000000 Penalty: 5314.923828
	Iteration 7F: 3 clusters Score -5131985 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5133408.500000 Penalty: 5314.923828
	Iteration 8F: 3 clusters Score -5133408 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5134516.000000 Penalty: 5314.923828
	Iteration 9Q: 3 clusters Score -5134516 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5135354.000000 Penalty: 5314.923828
	Iteration 10Q: 3 clusters Score -5135354 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5136025.500000 Penalty: 5314.923828
	Iteration 11Q: 3 clusters Score -5136026 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5136693.500000 Penalty: 5314.923828
	Iteration 12Q: 3 clusters Score -5136694 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5137435.000000 Penalty: 5314.923828
	Iteration 13Q: 3 clusters Score -5137435 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -5138263.000000 Penalty: 5314.923828
	Iteration 14Q: 3 clusters Score -5138263 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -5139199.500000 Penalty: 5314.923828
	Iteration 15Q: 3 clusters Score -5139200 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -5140115.000000 Penalty: 5314.923828
	Iteration 16Q: 3 clusters Score -5140115 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5140894.500000 Penalty: 5314.923828
	Iteration 17Q: 3 clusters Score -5140894 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -5141389.000000 Penalty: 5314.923828
	Iteration 18Q: 3 clusters Score -5141389 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5141818.500000 Penalty: 5314.923828
	Iteration 19Q: 3 clusters Score -5141818 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5142232.000000 Penalty: 5314.923828
	Iteration 20F: 3 clusters Score -5142232 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -5142508.500000 Penalty: 5314.923828
	Iteration 21Q: 3 clusters Score -5142508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5142693.500000 Penalty: 5314.923828
	Iteration 22Q: 3 clusters Score -5142694 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5142826.000000 Penalty: 5314.923828
	Iteration 23Q: 3 clusters Score -5142826 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5142940.500000 Penalty: 5314.923828
	Iteration 24Q: 3 clusters Score -5142940 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5143014.000000 Penalty: 5314.923828
	Iteration 25Q: 3 clusters Score -5143014 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5143104.000000 Penalty: 5314.923828
	Iteration 26Q: 3 clusters Score -5143104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5143161.500000 Penalty: 5314.923828
	Iteration 27Q: 3 clusters Score -5143162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5143213.500000 Penalty: 5314.923828
	Iteration 28Q: 3 clusters Score -5143214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5143226.500000 Penalty: 5314.923828
	Iteration 29Q: 3 clusters Score -5143226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5143249.000000 Penalty: 5314.923828
	Iteration 30Q: 3 clusters Score -5143249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5143244.500000 Penalty: 5314.923828
	Iteration 31Q: 3 clusters Score -5143244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5143265.000000 Penalty: 5314.923828
	Iteration 32Q: 3 clusters Score -5143265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5143269.000000 Penalty: 5314.923828
	Iteration 33Q: 3 clusters Score -5143269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5143279.000000 Penalty: 5314.923828
	Iteration 34Q: 3 clusters Score -5143279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5143284.000000 Penalty: 5314.923828
	Iteration 35Q: 3 clusters Score -5143284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5143285.500000 Penalty: 5314.923828
	Iteration 36Q: 3 clusters Score -5143286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5143283.500000 Penalty: 5314.923828
	Iteration 37Q: 3 clusters Score -5143284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5143279.000000 Penalty: 5314.923828
	Iteration 38Q: 3 clusters Score -5143279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5143284.000000 Penalty: 5314.923828
	Iteration 39Q: 3 clusters Score -5143284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5143286.500000 Penalty: 5314.923828
	Iteration 40F: 3 clusters Score -5143286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5143283.500000 Penalty: 5314.923828
	Iteration 41Q: 3 clusters Score -5143284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5143289.000000 Penalty: 5314.923828
	Iteration 42Q: 3 clusters Score -5143289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5143289.500000 Penalty: 5314.923828
	Iteration 43Q: 3 clusters Score -5143290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5143290.500000 Penalty: 5314.923828
	Iteration 44Q: 3 clusters Score -5143290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5143291.000000 Penalty: 5314.923828
	Iteration 45Q: 3 clusters Score -5143291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5143291.500000 Penalty: 5314.923828
	Iteration 46Q: 3 clusters Score -5143292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -5143290.000000 Penalty: 5314.923828
	Iteration 47Q: 3 clusters Score -5143290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5143289.500000 Penalty: 5314.923828
	Iteration 48Q: 3 clusters Score -5143290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5143289.500000 Penalty: 5314.923828
	Iteration 49Q: 3 clusters Score -5143290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5143292.500000 Penalty: 5314.923828
	Iteration 50Q: 3 clusters Score -5143292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5143296.500000 Penalty: 5314.923828
	Iteration 51Q: 3 clusters Score -5143296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5143295.500000 Penalty: 5314.923828
	Iteration 52Q: 3 clusters Score -5143296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5143289.500000 Penalty: 5314.923828
	Iteration 53Q: 3 clusters Score -5143290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5143281.000000 Penalty: 5314.923828
	Iteration 54Q: 3 clusters Score -5143281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5143284.500000 Penalty: 5314.923828
	Iteration 55Q: 3 clusters Score -5143284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5143288.000000 Penalty: 5314.923828
	Iteration 56Q: 3 clusters Score -5143288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -5143284.500000 Penalty: 5314.923828
	Iteration 57Q: 3 clusters Score -5143284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5143281.000000 Penalty: 5314.923828
	Iteration 58Q: 3 clusters Score -5143281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5143280.000000 Penalty: 5314.923828
	Iteration 59Q: 3 clusters Score -5143280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5143284.000000 Penalty: 5314.923828
	Iteration 60F: 3 clusters Score -5143284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5143283.500000 Penalty: 5314.923828
	Iteration 61Q: 3 clusters Score -5143284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -5143284.000000 Penalty: 5314.923828
	Iteration 62Q: 3 clusters Score -5143284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5143285.500000 Penalty: 5314.923828
	Iteration 63Q: 3 clusters Score -5143286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5143281.000000 Penalty: 5314.923828
	Iteration 64Q: 3 clusters Score -5143281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5143281.500000 Penalty: 5314.923828
	Iteration 65Q: 3 clusters Score -5143282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5143281.500000 Penalty: 5314.923828
	Iteration 66Q: 3 clusters Score -5143282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -5143281.500000 Penalty: 5314.923828
	Iteration 67Q: 3 clusters Score -5143282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5143284.000000 Penalty: 5314.923828
	Iteration 68Q: 3 clusters Score -5143284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5143283.000000 Penalty: 5314.923828
	Iteration 69Q: 3 clusters Score -5143283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5143286.500000 Penalty: 5314.923828
	Iteration 70Q: 3 clusters Score -5143286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5143286.500000 Penalty: 5314.923828
	Iteration 71F: 3 clusters Score -5143286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -180114.500000 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -180114.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177709.484375 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -177709.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -178178.812500 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -178178.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -178323.609375 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -178323.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -178414.890625 Penalty: 3681.200684
	Iteration 3Q: 3 clusters Score -178414.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -178466.531250 Penalty: 3681.200684
	Iteration 4Q: 3 clusters Score -178466.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -178512.359375 Penalty: 3681.200684
	Iteration 5Q: 3 clusters Score -178512.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -178557.906250 Penalty: 3681.200684
	Iteration 6Q: 3 clusters Score -178557.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178596.875000 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -178596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -178619.906250 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -178619.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -178640.593750 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -178640.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178670.625000 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -178670.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -178693.468750 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -178693.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -178705.484375 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -178705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -178709.765625 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -178709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -178717.843750 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -178717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -178721.750000 Penalty: 3681.200684
	Iteration 15Q: 3 clusters Score -178721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -178730.468750 Penalty: 3681.200684
	Iteration 16Q: 3 clusters Score -178730.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -178741.265625 Penalty: 3681.200684
	Iteration 17Q: 3 clusters Score -178741.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -178756.609375 Penalty: 3681.200684
	Iteration 18Q: 3 clusters Score -178756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -178763.640625 Penalty: 3681.200684
	Iteration 19Q: 3 clusters Score -178763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178769.187500 Penalty: 3681.200684
	Iteration 20F: 3 clusters Score -178769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178774.984375 Penalty: 3681.200684
	Iteration 21Q: 3 clusters Score -178775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -178780.109375 Penalty: 3681.200684
	Iteration 22Q: 3 clusters Score -178780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -178784.484375 Penalty: 3681.200684
	Iteration 23Q: 3 clusters Score -178784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -178785.843750 Penalty: 3681.200684
	Iteration 24Q: 3 clusters Score -178785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -178785.843750 Penalty: 3681.200684
	Iteration 25F: 3 clusters Score -178785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -271008.375000 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -271008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268114.875000 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -268114.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -268700.093750 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -268700.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -268856.093750 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -268856.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -268958.343750 Penalty: 3861.098877
	Iteration 3Q: 3 clusters Score -268958.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269029.656250 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -269029.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -269079.812500 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -269079.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -269118.031250 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -269118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -269138.750000 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -269138.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -269156.343750 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -269156.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -269174.656250 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -269174.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -269187.156250 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -269187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -269197.656250 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -269197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -269206.281250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -269206.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -269210.500000 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -269210.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -269218.968750 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -269219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -269221.843750 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -269221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -269225.656250 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -269225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -269228.125000 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -269228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -269228.531250 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -269228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -269228.437500 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -269228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -269229.187500 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -269229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -269230.500000 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -269230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -269230.687500 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -269230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -269230.687500 Penalty: 3861.098877
	Iteration 23F: 3 clusters Score -269230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -253970.031250 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -253970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -251163.734375 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -251163.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -251635.640625 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -251635.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -251765.437500 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -251765.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -251834.093750 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -251834.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -251872.593750 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -251872.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -251897.453125 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -251897.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -251918.109375 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -251918.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -251941.343750 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -251941.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -251967.437500 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -251967.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -251993.015625 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -251993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -252009.281250 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -252009.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252021.359375 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -252021.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -252030.156250 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -252030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252037.546875 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -252037.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -252044.031250 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -252044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -252046.406250 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -252046.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -252050.734375 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -252050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -252054.734375 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -252054.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -252061.812500 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -252061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -252065.796875 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -252065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -252067.046875 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -252067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -252068.750000 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -252068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -252074.843750 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -252074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252081.437500 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -252081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -252083.437500 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -252083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -252085.656250 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -252085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -252086.953125 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -252087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -252087.921875 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -252087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -252087.921875 Penalty: 3834.820068
	Iteration 28F: 3 clusters Score -252087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (13381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Entering Unmasked Estep 
Score: -1385347.875000 Penalty: 2356.394531
	Iteration 0F: 2 clusters Score -1385348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1375585.125000 Penalty: 4712.789062
	Iteration 0F: 3 clusters Score -1375585 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1379150.125000 Penalty: 4712.789062
	Iteration 1F: 3 clusters Score -1379150 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1380017.500000 Penalty: 4712.789062
	Iteration 2F: 3 clusters Score -1380018 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1380806.875000 Penalty: 4712.789062
	Iteration 3F: 3 clusters Score -1380807 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1381339.375000 Penalty: 4712.789062
	Iteration 4F: 3 clusters Score -1381339 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1381747.375000 Penalty: 4712.789062
	Iteration 5F: 3 clusters Score -1381747 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1382044.250000 Penalty: 4712.789062
	Iteration 6Q: 3 clusters Score -1382044 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1382286.750000 Penalty: 4712.789062
	Iteration 7Q: 3 clusters Score -1382287 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1382484.375000 Penalty: 4712.789062
	Iteration 8Q: 3 clusters Score -1382484 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1382626.000000 Penalty: 4712.789062
	Iteration 9Q: 3 clusters Score -1382626 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1382733.625000 Penalty: 4712.789062
	Iteration 10Q: 3 clusters Score -1382734 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1382813.625000 Penalty: 4712.789062
	Iteration 11Q: 3 clusters Score -1382814 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1382891.375000 Penalty: 4712.789062
	Iteration 12Q: 3 clusters Score -1382891 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1382961.000000 Penalty: 4712.789062
	Iteration 13Q: 3 clusters Score -1382961 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1383022.750000 Penalty: 4712.789062
	Iteration 14Q: 3 clusters Score -1383023 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1383068.250000 Penalty: 4712.789062
	Iteration 15Q: 3 clusters Score -1383068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1383105.625000 Penalty: 4712.789062
	Iteration 16Q: 3 clusters Score -1383106 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1383139.500000 Penalty: 4712.789062
	Iteration 17Q: 3 clusters Score -1383140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1383174.500000 Penalty: 4712.789062
	Iteration 18Q: 3 clusters Score -1383174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1383202.625000 Penalty: 4712.789062
	Iteration 19Q: 3 clusters Score -1383203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1383225.125000 Penalty: 4712.789062
	Iteration 20F: 3 clusters Score -1383225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1383240.500000 Penalty: 4712.789062
	Iteration 21Q: 3 clusters Score -1383240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1383263.000000 Penalty: 4712.789062
	Iteration 22Q: 3 clusters Score -1383263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1383272.250000 Penalty: 4712.789062
	Iteration 23Q: 3 clusters Score -1383272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1383283.625000 Penalty: 4712.789062
	Iteration 24Q: 3 clusters Score -1383284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1383287.500000 Penalty: 4712.789062
	Iteration 25Q: 3 clusters Score -1383288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1383288.750000 Penalty: 4712.789062
	Iteration 26Q: 3 clusters Score -1383289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1383291.375000 Penalty: 4712.789062
	Iteration 27Q: 3 clusters Score -1383291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1383294.000000 Penalty: 4712.789062
	Iteration 28Q: 3 clusters Score -1383294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1383300.125000 Penalty: 4712.789062
	Iteration 29Q: 3 clusters Score -1383300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1383304.750000 Penalty: 4712.789062
	Iteration 30Q: 3 clusters Score -1383305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1383305.125000 Penalty: 4712.789062
	Iteration 31Q: 3 clusters Score -1383305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1383306.125000 Penalty: 4712.789062
	Iteration 32Q: 3 clusters Score -1383306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1383307.500000 Penalty: 4712.789062
	Iteration 33Q: 3 clusters Score -1383308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1383310.500000 Penalty: 4712.789062
	Iteration 34Q: 3 clusters Score -1383310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1383311.625000 Penalty: 4712.789062
	Iteration 35Q: 3 clusters Score -1383312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1383312.875000 Penalty: 4712.789062
	Iteration 36Q: 3 clusters Score -1383313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1383313.750000 Penalty: 4712.789062
	Iteration 37Q: 3 clusters Score -1383314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1383320.750000 Penalty: 4712.789062
	Iteration 38Q: 3 clusters Score -1383321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1383319.750000 Penalty: 4712.789062
	Iteration 39Q: 3 clusters Score -1383320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1383323.125000 Penalty: 4712.789062
	Iteration 40F: 3 clusters Score -1383323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1383323.875000 Penalty: 4712.789062
	Iteration 41Q: 3 clusters Score -1383324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1383325.125000 Penalty: 4712.789062
	Iteration 42Q: 3 clusters Score -1383325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1383329.500000 Penalty: 4712.789062
	Iteration 43Q: 3 clusters Score -1383330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1383334.250000 Penalty: 4712.789062
	Iteration 44Q: 3 clusters Score -1383334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1383340.250000 Penalty: 4712.789062
	Iteration 45Q: 3 clusters Score -1383340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1383344.250000 Penalty: 4712.789062
	Iteration 46Q: 3 clusters Score -1383344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1383349.625000 Penalty: 4712.789062
	Iteration 47Q: 3 clusters Score -1383350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1383356.500000 Penalty: 4712.789062
	Iteration 48Q: 3 clusters Score -1383356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1383366.500000 Penalty: 4712.789062
	Iteration 49Q: 3 clusters Score -1383366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1383372.375000 Penalty: 4712.789062
	Iteration 50Q: 3 clusters Score -1383372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1383376.000000 Penalty: 4712.789062
	Iteration 51Q: 3 clusters Score -1383376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1383385.250000 Penalty: 4712.789062
	Iteration 52Q: 3 clusters Score -1383385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1383392.875000 Penalty: 4712.789062
	Iteration 53Q: 3 clusters Score -1383393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1383396.750000 Penalty: 4712.789062
	Iteration 54Q: 3 clusters Score -1383397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1383395.375000 Penalty: 4712.789062
	Iteration 55Q: 3 clusters Score -1383395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1383398.875000 Penalty: 4712.789062
	Iteration 56Q: 3 clusters Score -1383399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1383408.125000 Penalty: 4712.789062
	Iteration 57Q: 3 clusters Score -1383408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1383409.500000 Penalty: 4712.789062
	Iteration 58Q: 3 clusters Score -1383410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1383415.500000 Penalty: 4712.789062
	Iteration 59Q: 3 clusters Score -1383416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1383421.375000 Penalty: 4712.789062
	Iteration 60F: 3 clusters Score -1383421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1383428.125000 Penalty: 4712.789062
	Iteration 61Q: 3 clusters Score -1383428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1383427.000000 Penalty: 4712.789062
	Iteration 62Q: 3 clusters Score -1383427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1383436.750000 Penalty: 4712.789062
	Iteration 63Q: 3 clusters Score -1383437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1383442.500000 Penalty: 4712.789062
	Iteration 64Q: 3 clusters Score -1383442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1383446.750000 Penalty: 4712.789062
	Iteration 65Q: 3 clusters Score -1383447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1383448.875000 Penalty: 4712.789062
	Iteration 66Q: 3 clusters Score -1383449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1383453.500000 Penalty: 4712.789062
	Iteration 67Q: 3 clusters Score -1383454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1383458.875000 Penalty: 4712.789062
	Iteration 68Q: 3 clusters Score -1383459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1383467.500000 Penalty: 4712.789062
	Iteration 69Q: 3 clusters Score -1383468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1383473.500000 Penalty: 4712.789062
	Iteration 70Q: 3 clusters Score -1383474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1383478.875000 Penalty: 4712.789062
	Iteration 71Q: 3 clusters Score -1383479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1383480.875000 Penalty: 4712.789062
	Iteration 72Q: 3 clusters Score -1383481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1383486.750000 Penalty: 4712.789062
	Iteration 73Q: 3 clusters Score -1383487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1383492.250000 Penalty: 4712.789062
	Iteration 74Q: 3 clusters Score -1383492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1383489.000000 Penalty: 4712.789062
	Iteration 75Q: 3 clusters Score -1383489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1383493.250000 Penalty: 4712.789062
	Iteration 76Q: 3 clusters Score -1383493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1383494.000000 Penalty: 4712.789062
	Iteration 77Q: 3 clusters Score -1383494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1383499.125000 Penalty: 4712.789062
	Iteration 78Q: 3 clusters Score -1383499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1383500.500000 Penalty: 4712.789062
	Iteration 79Q: 3 clusters Score -1383500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1383504.250000 Penalty: 4712.789062
	Iteration 80F: 3 clusters Score -1383504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1383505.375000 Penalty: 4712.789062
	Iteration 81Q: 3 clusters Score -1383505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1383507.250000 Penalty: 4712.789062
	Iteration 82Q: 3 clusters Score -1383507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1383510.250000 Penalty: 4712.789062
	Iteration 83Q: 3 clusters Score -1383510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1383516.625000 Penalty: 4712.789062
	Iteration 84Q: 3 clusters Score -1383517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1383518.250000 Penalty: 4712.789062
	Iteration 85Q: 3 clusters Score -1383518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1383524.250000 Penalty: 4712.789062
	Iteration 86Q: 3 clusters Score -1383524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1383530.125000 Penalty: 4712.789062
	Iteration 87Q: 3 clusters Score -1383530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1383532.625000 Penalty: 4712.789062
	Iteration 88Q: 3 clusters Score -1383533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1383539.250000 Penalty: 4712.789062
	Iteration 89Q: 3 clusters Score -1383539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1383542.000000 Penalty: 4712.789062
	Iteration 90Q: 3 clusters Score -1383542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1383550.000000 Penalty: 4712.789062
	Iteration 91Q: 3 clusters Score -1383550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1383563.250000 Penalty: 4712.789062
	Iteration 92Q: 3 clusters Score -1383563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1383573.750000 Penalty: 4712.789062
	Iteration 93Q: 3 clusters Score -1383574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1383584.125000 Penalty: 4712.789062
	Iteration 94Q: 3 clusters Score -1383584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1383595.375000 Penalty: 4712.789062
	Iteration 95Q: 3 clusters Score -1383595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1383605.875000 Penalty: 4712.789062
	Iteration 96Q: 3 clusters Score -1383606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1383615.000000 Penalty: 4712.789062
	Iteration 97Q: 3 clusters Score -1383615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1383630.500000 Penalty: 4712.789062
	Iteration 98Q: 3 clusters Score -1383630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1383636.500000 Penalty: 4712.789062
	Iteration 99Q: 3 clusters Score -1383636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1383648.375000 Penalty: 4712.789062
	Iteration 100F: 3 clusters Score -1383648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1383655.875000 Penalty: 4712.789062
	Iteration 101Q: 3 clusters Score -1383656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1383671.000000 Penalty: 4712.789062
	Iteration 102Q: 3 clusters Score -1383671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1383682.000000 Penalty: 4712.789062
	Iteration 103Q: 3 clusters Score -1383682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1383689.250000 Penalty: 4712.789062
	Iteration 104Q: 3 clusters Score -1383689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1383692.000000 Penalty: 4712.789062
	Iteration 105Q: 3 clusters Score -1383692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1383696.125000 Penalty: 4712.789062
	Iteration 106Q: 3 clusters Score -1383696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1383701.375000 Penalty: 4712.789062
	Iteration 107Q: 3 clusters Score -1383701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1383703.500000 Penalty: 4712.789062
	Iteration 108Q: 3 clusters Score -1383704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1383707.750000 Penalty: 4712.789062
	Iteration 109Q: 3 clusters Score -1383708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1383709.000000 Penalty: 4712.789062
	Iteration 110Q: 3 clusters Score -1383709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1383708.750000 Penalty: 4712.789062
	Iteration 111Q: 3 clusters Score -1383709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1383712.875000 Penalty: 4712.789062
	Iteration 112Q: 3 clusters Score -1383713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1383715.625000 Penalty: 4712.789062
	Iteration 113Q: 3 clusters Score -1383716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1383716.375000 Penalty: 4712.789062
	Iteration 114Q: 3 clusters Score -1383716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1383717.375000 Penalty: 4712.789062
	Iteration 115Q: 3 clusters Score -1383717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1383716.750000 Penalty: 4712.789062
	Iteration 116Q: 3 clusters Score -1383717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1383717.875000 Penalty: 4712.789062
	Iteration 117Q: 3 clusters Score -1383718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1383718.375000 Penalty: 4712.789062
	Iteration 118Q: 3 clusters Score -1383718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1383719.125000 Penalty: 4712.789062
	Iteration 119Q: 3 clusters Score -1383719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1383722.000000 Penalty: 4712.789062
	Iteration 120F: 3 clusters Score -1383722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1383723.875000 Penalty: 4712.789062
	Iteration 121Q: 3 clusters Score -1383724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1383721.875000 Penalty: 4712.789062
	Iteration 122Q: 3 clusters Score -1383722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1383722.375000 Penalty: 4712.789062
	Iteration 123Q: 3 clusters Score -1383722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1383724.500000 Penalty: 4712.789062
	Iteration 124Q: 3 clusters Score -1383724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1383725.375000 Penalty: 4712.789062
	Iteration 125Q: 3 clusters Score -1383725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1383726.750000 Penalty: 4712.789062
	Iteration 126Q: 3 clusters Score -1383727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1383724.500000 Penalty: 4712.789062
	Iteration 127Q: 3 clusters Score -1383724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1383726.250000 Penalty: 4712.789062
	Iteration 128Q: 3 clusters Score -1383726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1383724.750000 Penalty: 4712.789062
	Iteration 129Q: 3 clusters Score -1383725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1383725.125000 Penalty: 4712.789062
	Iteration 130Q: 3 clusters Score -1383725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1383725.500000 Penalty: 4712.789062
	Iteration 131Q: 3 clusters Score -1383726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1383729.625000 Penalty: 4712.789062
	Iteration 132Q: 3 clusters Score -1383730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1383729.750000 Penalty: 4712.789062
	Iteration 133Q: 3 clusters Score -1383730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1383729.750000 Penalty: 4712.789062
	Iteration 134F: 3 clusters Score -1383730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -153857.765625 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -153857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -151516.812500 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -151516.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -152134.921875 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -152134.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152389.406250 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -152389.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152566.390625 Penalty: 3693.216797
	Iteration 3F: 3 clusters Score -152566.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152689.093750 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -152689.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152788.984375 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -152789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152851.750000 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -152851.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152886.578125 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -152886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152918.984375 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -152919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152940.578125 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -152940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152954.031250 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -152954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152963.984375 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -152964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152967.781250 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -152967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152970.796875 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -152970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152971.375000 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -152971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152972.750000 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -152972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152974.187500 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -152974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152974.500000 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -152974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152975.062500 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -152975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152975.062500 Penalty: 3693.216797
	Iteration 19F: 3 clusters Score -152975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -661221.812500 Penalty: 2160.519775
	Iteration 0F: 2 clusters Score -661221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -656050.000000 Penalty: 4321.039551
	Iteration 0F: 3 clusters Score -656050 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -657419.125000 Penalty: 4321.039551
	Iteration 1F: 3 clusters Score -657419.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -657844.375000 Penalty: 4321.039551
	Iteration 2F: 3 clusters Score -657844.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -658282.812500 Penalty: 4321.039551
	Iteration 3F: 3 clusters Score -658282.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -658810.625000 Penalty: 4321.039551
	Iteration 4F: 3 clusters Score -658810.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -659304.437500 Penalty: 4321.039551
	Iteration 5F: 3 clusters Score -659304.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -659675.687500 Penalty: 4321.039551
	Iteration 6F: 3 clusters Score -659675.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -659914.750000 Penalty: 4321.039551
	Iteration 7Q: 3 clusters Score -659914.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -660026.687500 Penalty: 4321.039551
	Iteration 8Q: 3 clusters Score -660026.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -660093.062500 Penalty: 4321.039551
	Iteration 9Q: 3 clusters Score -660093.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -660138.250000 Penalty: 4321.039551
	Iteration 10Q: 3 clusters Score -660138.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -660163.187500 Penalty: 4321.039551
	Iteration 11Q: 3 clusters Score -660163.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -660179.625000 Penalty: 4321.039551
	Iteration 12Q: 3 clusters Score -660179.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -660194.125000 Penalty: 4321.039551
	Iteration 13Q: 3 clusters Score -660194.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -660201.562500 Penalty: 4321.039551
	Iteration 14Q: 3 clusters Score -660201.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -660207.250000 Penalty: 4321.039551
	Iteration 15Q: 3 clusters Score -660207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -660211.687500 Penalty: 4321.039551
	Iteration 16Q: 3 clusters Score -660211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -660212.625000 Penalty: 4321.039551
	Iteration 17Q: 3 clusters Score -660212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -660213.562500 Penalty: 4321.039551
	Iteration 18Q: 3 clusters Score -660213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -660217.562500 Penalty: 4321.039551
	Iteration 19Q: 3 clusters Score -660217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -660216.687500 Penalty: 4321.039551
	Iteration 20F: 3 clusters Score -660216.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -756885.875000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -756885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -751271.125000 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -751271.1 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -752793.812500 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -752793.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -753098.125000 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -753098.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -753307.562500 Penalty: 4372.202637
	Iteration 3F: 3 clusters Score -753307.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -753444.687500 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -753444.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -753566.500000 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -753566.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -753702.375000 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -753702.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -753843.687500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -753843.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -753961.375000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -753961.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -754063.937500 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -754063.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -754160.250000 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -754160.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -754248.250000 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -754248.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -754320.187500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -754320.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -754379.812500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -754379.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -754444.562500 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -754444.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -754493.875000 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -754493.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -754534.250000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -754534.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -754575.812500 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -754575.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -754618.750000 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -754618.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -754668.562500 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -754668.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -754726.875000 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -754726.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -754784.187500 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -754784.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -754840.500000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -754840.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -754910.187500 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -754910.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -754979.812500 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -754979.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -755063.375000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -755063.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -755120.062500 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -755120.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -755151.625000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -755151.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -755175.375000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -755175.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -755191.187500 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -755191.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -755204.375000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -755204.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -755213.562500 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -755213.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -755227.375000 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -755227.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -755235.062500 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -755235.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -755242.000000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -755242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -755247.812500 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -755247.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -755254.000000 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -755254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -755260.750000 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -755260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -755263.312500 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -755263.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -755264.437500 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -755264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -755265.375000 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -755265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -755266.312500 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -755266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -755266.125000 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -755266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -755265.250000 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -755265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -755267.750000 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -755267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -755269.000000 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -755269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -755270.250000 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -755270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -755270.562500 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -755270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -755273.625000 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -755273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -755273.312500 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -755273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -755274.375000 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -755274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -755276.562500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -755276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -755276.187500 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -755276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -755276.250000 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -755276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -755277.187500 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -755277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -755279.312500 Penalty: 4372.202637
	Iteration 55Q: 3 clusters Score -755279.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -755279.312500 Penalty: 4372.202637
	Iteration 56F: 3 clusters Score -755279.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -341048.187500 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -341048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -337777.250000 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -337777.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -338501.625000 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -338501.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -338700.656250 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -338700.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -338829.875000 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -338829.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -338921.843750 Penalty: 3986.140381
	Iteration 4Q: 3 clusters Score -338921.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -339002.218750 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -339002.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -339070.468750 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -339070.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -339135.750000 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -339135.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -339178.625000 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -339178.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -339212.156250 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -339212.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -339244.250000 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -339244.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -339269.781250 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -339269.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -339292.343750 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -339292.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -339313.093750 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -339313.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -339333.656250 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -339333.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -339351.593750 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -339351.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -339372.750000 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -339372.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -339384.812500 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -339384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -339395.062500 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -339395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -339404.625000 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -339404.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -339412.625000 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -339412.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -339421.343750 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -339421.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -339429.843750 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -339429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -339439.531250 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -339439.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -339453.812500 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -339453.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -339462.187500 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -339462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -339466.718750 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -339466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -339470.750000 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -339470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -339472.843750 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -339472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -339474.750000 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -339474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -339475.062500 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -339475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -339475.062500 Penalty: 3986.140381
	Iteration 31F: 3 clusters Score -339475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -91435.804688 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -91435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89606.671875 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -89606.67 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89879.625000 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -89879.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90019.031250 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -90019.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90124.593750 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -90124.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90239.921875 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -90239.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90355.992188 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -90355.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90451.789062 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -90451.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90499.671875 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -90499.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90523.039062 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -90523.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90545.140625 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -90545.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90571.312500 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -90571.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90590.765625 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -90590.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90599.125000 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -90599.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90603.773438 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -90603.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90606.914062 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -90606.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90612.406250 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -90612.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90613.617188 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -90613.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90613.617188 Penalty: 3337.399902
	Iteration 17F: 3 clusters Score -90613.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -261992.093750 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -261992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -259175.328125 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -259175.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -259690.062500 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -259690.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259849.250000 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -259849.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259925.781250 Penalty: 3847.285156
	Iteration 3Q: 3 clusters Score -259925.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259976.187500 Penalty: 3847.285156
	Iteration 4Q: 3 clusters Score -259976.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -260020.343750 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -260020.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260053.250000 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -260053.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -260083.578125 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -260083.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -260109.562500 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -260109.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -260128.375000 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -260128.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -260150.515625 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -260150.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -260164.140625 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -260164.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260175.156250 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -260175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -260185.218750 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -260185.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -260194.156250 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -260194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -260199.703125 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -260199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -260204.046875 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -260204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260209.078125 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -260209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -260212.421875 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -260212.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -260218.062500 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -260218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -260227.968750 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -260228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -260237.140625 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -260237.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -260247.093750 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -260247.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -260254.375000 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -260254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -260258.812500 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -260258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -260264.578125 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -260264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -260269.671875 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -260269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -260274.515625 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -260274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260279.906250 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -260279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -260286.515625 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -260286.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -260293.000000 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -260293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -260300.265625 Penalty: 3847.285156
	Iteration 31Q: 3 clusters Score -260300.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -260310.750000 Penalty: 3847.285156
	Iteration 32Q: 3 clusters Score -260310.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -260318.546875 Penalty: 3847.285156
	Iteration 33Q: 3 clusters Score -260318.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -260326.437500 Penalty: 3847.285156
	Iteration 34Q: 3 clusters Score -260326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -260335.328125 Penalty: 3847.285156
	Iteration 35Q: 3 clusters Score -260335.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -260345.125000 Penalty: 3847.285156
	Iteration 36Q: 3 clusters Score -260345.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -260348.875000 Penalty: 3847.285156
	Iteration 37Q: 3 clusters Score -260348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -260351.718750 Penalty: 3847.285156
	Iteration 38Q: 3 clusters Score -260351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -260354.375000 Penalty: 3847.285156
	Iteration 39Q: 3 clusters Score -260354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -260357.390625 Penalty: 3847.285156
	Iteration 40F: 3 clusters Score -260357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -260360.515625 Penalty: 3847.285156
	Iteration 41Q: 3 clusters Score -260360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -260363.312500 Penalty: 3847.285156
	Iteration 42Q: 3 clusters Score -260363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -260368.140625 Penalty: 3847.285156
	Iteration 43Q: 3 clusters Score -260368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -260370.687500 Penalty: 3847.285156
	Iteration 44Q: 3 clusters Score -260370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -260372.250000 Penalty: 3847.285156
	Iteration 45Q: 3 clusters Score -260372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -260372.984375 Penalty: 3847.285156
	Iteration 46Q: 3 clusters Score -260373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -260374.218750 Penalty: 3847.285156
	Iteration 47Q: 3 clusters Score -260374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -260374.218750 Penalty: 3847.285156
	Iteration 48F: 3 clusters Score -260374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -888650.812500 Penalty: 2278.596680
	Iteration 0F: 2 clusters Score -888650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -881125.875000 Penalty: 4557.193359
	Iteration 0F: 3 clusters Score -881125.9 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -883516.812500 Penalty: 4557.193359
	Iteration 1F: 3 clusters Score -883516.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -884023.250000 Penalty: 4557.193359
	Iteration 2F: 3 clusters Score -884023.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -884451.375000 Penalty: 4557.193359
	Iteration 3F: 3 clusters Score -884451.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -884828.375000 Penalty: 4557.193359
	Iteration 4F: 3 clusters Score -884828.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -885100.750000 Penalty: 4557.193359
	Iteration 5Q: 3 clusters Score -885100.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -885359.500000 Penalty: 4557.193359
	Iteration 6Q: 3 clusters Score -885359.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -885572.062500 Penalty: 4557.193359
	Iteration 7Q: 3 clusters Score -885572.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -885764.750000 Penalty: 4557.193359
	Iteration 8Q: 3 clusters Score -885764.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -885951.625000 Penalty: 4557.193359
	Iteration 9Q: 3 clusters Score -885951.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -886121.000000 Penalty: 4557.193359
	Iteration 10Q: 3 clusters Score -886121 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -886270.937500 Penalty: 4557.193359
	Iteration 11Q: 3 clusters Score -886270.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -886411.062500 Penalty: 4557.193359
	Iteration 12Q: 3 clusters Score -886411.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -886546.812500 Penalty: 4557.193359
	Iteration 13Q: 3 clusters Score -886546.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -886652.187500 Penalty: 4557.193359
	Iteration 14Q: 3 clusters Score -886652.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -886725.625000 Penalty: 4557.193359
	Iteration 15Q: 3 clusters Score -886725.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -886787.625000 Penalty: 4557.193359
	Iteration 16Q: 3 clusters Score -886787.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -886835.000000 Penalty: 4557.193359
	Iteration 17Q: 3 clusters Score -886835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -886876.437500 Penalty: 4557.193359
	Iteration 18Q: 3 clusters Score -886876.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -886911.375000 Penalty: 4557.193359
	Iteration 19Q: 3 clusters Score -886911.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -886936.250000 Penalty: 4557.193359
	Iteration 20F: 3 clusters Score -886936.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -886966.125000 Penalty: 4557.193359
	Iteration 21Q: 3 clusters Score -886966.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -886985.437500 Penalty: 4557.193359
	Iteration 22Q: 3 clusters Score -886985.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -886997.375000 Penalty: 4557.193359
	Iteration 23Q: 3 clusters Score -886997.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -887010.812500 Penalty: 4557.193359
	Iteration 24Q: 3 clusters Score -887010.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -887020.875000 Penalty: 4557.193359
	Iteration 25Q: 3 clusters Score -887020.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -887026.625000 Penalty: 4557.193359
	Iteration 26Q: 3 clusters Score -887026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -887032.500000 Penalty: 4557.193359
	Iteration 27Q: 3 clusters Score -887032.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -887033.437500 Penalty: 4557.193359
	Iteration 28Q: 3 clusters Score -887033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -887033.687500 Penalty: 4557.193359
	Iteration 29Q: 3 clusters Score -887033.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -887038.312500 Penalty: 4557.193359
	Iteration 30Q: 3 clusters Score -887038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -887040.375000 Penalty: 4557.193359
	Iteration 31Q: 3 clusters Score -887040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -887041.062500 Penalty: 4557.193359
	Iteration 32Q: 3 clusters Score -887041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -887042.812500 Penalty: 4557.193359
	Iteration 33Q: 3 clusters Score -887042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -887044.062500 Penalty: 4557.193359
	Iteration 34Q: 3 clusters Score -887044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -887045.312500 Penalty: 4557.193359
	Iteration 35Q: 3 clusters Score -887045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -887044.687500 Penalty: 4557.193359
	Iteration 36Q: 3 clusters Score -887044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -887047.437500 Penalty: 4557.193359
	Iteration 37Q: 3 clusters Score -887047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -887051.875000 Penalty: 4557.193359
	Iteration 38Q: 3 clusters Score -887051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -887050.500000 Penalty: 4557.193359
	Iteration 39Q: 3 clusters Score -887050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -887051.500000 Penalty: 4557.193359
	Iteration 40F: 3 clusters Score -887051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -887053.125000 Penalty: 4557.193359
	Iteration 41Q: 3 clusters Score -887053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -887052.250000 Penalty: 4557.193359
	Iteration 42Q: 3 clusters Score -887052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -887053.875000 Penalty: 4557.193359
	Iteration 43Q: 3 clusters Score -887053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -887057.375000 Penalty: 4557.193359
	Iteration 44Q: 3 clusters Score -887057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -887058.375000 Penalty: 4557.193359
	Iteration 45Q: 3 clusters Score -887058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -887060.500000 Penalty: 4557.193359
	Iteration 46Q: 3 clusters Score -887060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -887060.875000 Penalty: 4557.193359
	Iteration 47Q: 3 clusters Score -887060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -887063.437500 Penalty: 4557.193359
	Iteration 48Q: 3 clusters Score -887063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -887062.750000 Penalty: 4557.193359
	Iteration 49Q: 3 clusters Score -887062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -887062.000000 Penalty: 4557.193359
	Iteration 50Q: 3 clusters Score -887062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -887062.000000 Penalty: 4557.193359
	Iteration 51F: 3 clusters Score -887062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -278699.250000 Penalty: 1989.922241
	Iteration 0F: 2 clusters Score -278699.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -275384.406250 Penalty: 3979.844482
	Iteration 0F: 3 clusters Score -275384.4 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -276197.906250 Penalty: 3979.844482
	Iteration 1F: 3 clusters Score -276197.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -276498.281250 Penalty: 3979.844482
	Iteration 2F: 3 clusters Score -276498.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -276749.687500 Penalty: 3979.844482
	Iteration 3F: 3 clusters Score -276749.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -276925.187500 Penalty: 3979.844482
	Iteration 4F: 3 clusters Score -276925.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -277043.718750 Penalty: 3979.844482
	Iteration 5Q: 3 clusters Score -277043.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -277140.343750 Penalty: 3979.844482
	Iteration 6Q: 3 clusters Score -277140.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -277204.531250 Penalty: 3979.844482
	Iteration 7Q: 3 clusters Score -277204.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -277244.625000 Penalty: 3979.844482
	Iteration 8Q: 3 clusters Score -277244.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -277281.187500 Penalty: 3979.844482
	Iteration 9Q: 3 clusters Score -277281.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -277311.875000 Penalty: 3979.844482
	Iteration 10Q: 3 clusters Score -277311.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277334.343750 Penalty: 3979.844482
	Iteration 11Q: 3 clusters Score -277334.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -277352.750000 Penalty: 3979.844482
	Iteration 12Q: 3 clusters Score -277352.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277364.531250 Penalty: 3979.844482
	Iteration 13Q: 3 clusters Score -277364.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -277376.500000 Penalty: 3979.844482
	Iteration 14Q: 3 clusters Score -277376.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -277386.500000 Penalty: 3979.844482
	Iteration 15Q: 3 clusters Score -277386.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -277390.343750 Penalty: 3979.844482
	Iteration 16Q: 3 clusters Score -277390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -277391.156250 Penalty: 3979.844482
	Iteration 17Q: 3 clusters Score -277391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -277392.937500 Penalty: 3979.844482
	Iteration 18Q: 3 clusters Score -277392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -277395.656250 Penalty: 3979.844482
	Iteration 19Q: 3 clusters Score -277395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -277398.281250 Penalty: 3979.844482
	Iteration 20F: 3 clusters Score -277398.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -277401.125000 Penalty: 3979.844482
	Iteration 21Q: 3 clusters Score -277401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -277403.468750 Penalty: 3979.844482
	Iteration 22Q: 3 clusters Score -277403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -277406.281250 Penalty: 3979.844482
	Iteration 23Q: 3 clusters Score -277406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -277406.843750 Penalty: 3979.844482
	Iteration 24Q: 3 clusters Score -277406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -277407.218750 Penalty: 3979.844482
	Iteration 25Q: 3 clusters Score -277407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -277407.218750 Penalty: 3979.844482
	Iteration 26F: 3 clusters Score -277407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -622000.000000 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -622000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -617043.125000 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -617043.1 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -618244.062500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -618244.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -618483.125000 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -618483.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -618632.687500 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -618632.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -618744.875000 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -618744.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -618836.625000 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -618836.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -618910.125000 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -618910.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -618971.437500 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -618971.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -619027.500000 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -619027.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -619081.625000 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -619081.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -619126.875000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -619126.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -619177.875000 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -619177.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -619224.812500 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -619224.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -619283.750000 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -619283.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -619355.625000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -619355.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -619449.875000 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -619449.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -619588.125000 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -619588.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -619774.312500 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -619774.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -620025.937500 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -620025.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -620306.812500 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -620306.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -620550.750000 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -620550.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -620795.812500 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -620795.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -621039.687500 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -621039.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -621209.000000 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -621209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -621303.437500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -621303.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -621357.500000 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -621357.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -621394.812500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -621394.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -621415.250000 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -621415.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -621429.562500 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -621429.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -621439.500000 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -621439.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -621449.125000 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -621449.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -621457.750000 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -621457.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -621459.875000 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -621459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -621464.687500 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -621464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -621469.250000 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -621469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -621473.312500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -621473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -621476.562500 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -621476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -621477.312500 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -621477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -621479.062500 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -621479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -621483.062500 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -621483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -621482.062500 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -621482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -621485.312500 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -621485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -621484.312500 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -621484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -621484.625000 Penalty: 4275.753906
	Iteration 43Q: 3 clusters Score -621484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -621486.062500 Penalty: 4275.753906
	Iteration 44Q: 3 clusters Score -621486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -621487.187500 Penalty: 4275.753906
	Iteration 45Q: 3 clusters Score -621487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -621487.562500 Penalty: 4275.753906
	Iteration 46Q: 3 clusters Score -621487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -621487.562500 Penalty: 4275.753906
	Iteration 47F: 3 clusters Score -621487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -211285.234375 Penalty: 1887.368774
	Iteration 0F: 2 clusters Score -211285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -208719.546875 Penalty: 3774.737549
	Iteration 0F: 3 clusters Score -208719.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -209241.046875 Penalty: 3774.737549
	Iteration 1F: 3 clusters Score -209241 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -209443.812500 Penalty: 3774.737549
	Iteration 2F: 3 clusters Score -209443.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209589.546875 Penalty: 3774.737549
	Iteration 3F: 3 clusters Score -209589.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209698.750000 Penalty: 3774.737549
	Iteration 4Q: 3 clusters Score -209698.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -209767.156250 Penalty: 3774.737549
	Iteration 5Q: 3 clusters Score -209767.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209809.593750 Penalty: 3774.737549
	Iteration 6Q: 3 clusters Score -209809.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209845.984375 Penalty: 3774.737549
	Iteration 7Q: 3 clusters Score -209846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209873.937500 Penalty: 3774.737549
	Iteration 8Q: 3 clusters Score -209873.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209901.484375 Penalty: 3774.737549
	Iteration 9Q: 3 clusters Score -209901.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209923.734375 Penalty: 3774.737549
	Iteration 10Q: 3 clusters Score -209923.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -209934.406250 Penalty: 3774.737549
	Iteration 11Q: 3 clusters Score -209934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209945.453125 Penalty: 3774.737549
	Iteration 12Q: 3 clusters Score -209945.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209954.125000 Penalty: 3774.737549
	Iteration 13Q: 3 clusters Score -209954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209958.015625 Penalty: 3774.737549
	Iteration 14Q: 3 clusters Score -209958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209959.687500 Penalty: 3774.737549
	Iteration 15Q: 3 clusters Score -209959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209962.656250 Penalty: 3774.737549
	Iteration 16Q: 3 clusters Score -209962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -209963.984375 Penalty: 3774.737549
	Iteration 17Q: 3 clusters Score -209964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209964.046875 Penalty: 3774.737549
	Iteration 18Q: 3 clusters Score -209964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209965.421875 Penalty: 3774.737549
	Iteration 19Q: 3 clusters Score -209965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -209966.093750 Penalty: 3774.737549
	Iteration 20F: 3 clusters Score -209966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -209966.500000 Penalty: 3774.737549
	Iteration 21Q: 3 clusters Score -209966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -209966.500000 Penalty: 3774.737549
	Iteration 22F: 3 clusters Score -209966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (50688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Entering Unmasked Estep 
Score: -5943772.000000 Penalty: 2686.694336
	Iteration 0F: 2 clusters Score -5943772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5909636.000000 Penalty: 5373.388672
	Iteration 0F: 3 clusters Score -5909636 nChanged 23443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5922799.000000 Penalty: 5373.388672
	Iteration 1F: 3 clusters Score -5922799 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -5923394.500000 Penalty: 5373.388672
	Iteration 2Q: 3 clusters Score -5923394 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5923968.500000 Penalty: 5373.388672
	Iteration 3Q: 3 clusters Score -5923968 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5924707.500000 Penalty: 5373.388672
	Iteration 4Q: 3 clusters Score -5924708 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5925547.000000 Penalty: 5373.388672
	Iteration 5Q: 3 clusters Score -5925547 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5926792.500000 Penalty: 5373.388672
	Iteration 6Q: 3 clusters Score -5926792 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5928568.000000 Penalty: 5373.388672
	Iteration 7F: 3 clusters Score -5928568 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5930692.500000 Penalty: 5373.388672
	Iteration 8F: 3 clusters Score -5930692 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5932978.000000 Penalty: 5373.388672
	Iteration 9F: 3 clusters Score -5932978 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -5935041.000000 Penalty: 5373.388672
	Iteration 10F: 3 clusters Score -5935041 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5936663.000000 Penalty: 5373.388672
	Iteration 11Q: 3 clusters Score -5936663 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5937933.000000 Penalty: 5373.388672
	Iteration 12Q: 3 clusters Score -5937933 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5938841.000000 Penalty: 5373.388672
	Iteration 13Q: 3 clusters Score -5938841 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5939518.000000 Penalty: 5373.388672
	Iteration 14Q: 3 clusters Score -5939518 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5939986.500000 Penalty: 5373.388672
	Iteration 15Q: 3 clusters Score -5939986 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5940360.000000 Penalty: 5373.388672
	Iteration 16Q: 3 clusters Score -5940360 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5940611.500000 Penalty: 5373.388672
	Iteration 17Q: 3 clusters Score -5940612 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5940826.000000 Penalty: 5373.388672
	Iteration 18Q: 3 clusters Score -5940826 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5940958.500000 Penalty: 5373.388672
	Iteration 19Q: 3 clusters Score -5940958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5941058.500000 Penalty: 5373.388672
	Iteration 20F: 3 clusters Score -5941058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5941133.500000 Penalty: 5373.388672
	Iteration 21Q: 3 clusters Score -5941134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5941180.500000 Penalty: 5373.388672
	Iteration 22Q: 3 clusters Score -5941180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5941200.000000 Penalty: 5373.388672
	Iteration 23Q: 3 clusters Score -5941200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5941230.500000 Penalty: 5373.388672
	Iteration 24Q: 3 clusters Score -5941230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5941260.500000 Penalty: 5373.388672
	Iteration 25Q: 3 clusters Score -5941260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5941293.000000 Penalty: 5373.388672
	Iteration 26Q: 3 clusters Score -5941293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5941322.000000 Penalty: 5373.388672
	Iteration 27Q: 3 clusters Score -5941322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5941343.000000 Penalty: 5373.388672
	Iteration 28Q: 3 clusters Score -5941343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5941371.500000 Penalty: 5373.388672
	Iteration 29Q: 3 clusters Score -5941372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5941403.500000 Penalty: 5373.388672
	Iteration 30Q: 3 clusters Score -5941404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5941422.000000 Penalty: 5373.388672
	Iteration 31Q: 3 clusters Score -5941422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5941430.000000 Penalty: 5373.388672
	Iteration 32Q: 3 clusters Score -5941430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5941440.000000 Penalty: 5373.388672
	Iteration 33Q: 3 clusters Score -5941440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5941436.000000 Penalty: 5373.388672
	Iteration 34Q: 3 clusters Score -5941436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5941445.500000 Penalty: 5373.388672
	Iteration 35Q: 3 clusters Score -5941446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5941449.500000 Penalty: 5373.388672
	Iteration 36Q: 3 clusters Score -5941450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5941447.000000 Penalty: 5373.388672
	Iteration 37Q: 3 clusters Score -5941447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5941450.500000 Penalty: 5373.388672
	Iteration 38Q: 3 clusters Score -5941450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5941454.500000 Penalty: 5373.388672
	Iteration 39Q: 3 clusters Score -5941454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5941453.500000 Penalty: 5373.388672
	Iteration 40F: 3 clusters Score -5941454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5941464.500000 Penalty: 5373.388672
	Iteration 41Q: 3 clusters Score -5941464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5941470.000000 Penalty: 5373.388672
	Iteration 42Q: 3 clusters Score -5941470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5941471.500000 Penalty: 5373.388672
	Iteration 43Q: 3 clusters Score -5941472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5941474.500000 Penalty: 5373.388672
	Iteration 44Q: 3 clusters Score -5941474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5941487.000000 Penalty: 5373.388672
	Iteration 45Q: 3 clusters Score -5941487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5941490.500000 Penalty: 5373.388672
	Iteration 46Q: 3 clusters Score -5941490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5941500.000000 Penalty: 5373.388672
	Iteration 47Q: 3 clusters Score -5941500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5941494.500000 Penalty: 5373.388672
	Iteration 48Q: 3 clusters Score -5941494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5941498.500000 Penalty: 5373.388672
	Iteration 49Q: 3 clusters Score -5941498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5941500.000000 Penalty: 5373.388672
	Iteration 50Q: 3 clusters Score -5941500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5941500.500000 Penalty: 5373.388672
	Iteration 51Q: 3 clusters Score -5941500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5941503.500000 Penalty: 5373.388672
	Iteration 52Q: 3 clusters Score -5941504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5941502.500000 Penalty: 5373.388672
	Iteration 53Q: 3 clusters Score -5941502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5941501.000000 Penalty: 5373.388672
	Iteration 54Q: 3 clusters Score -5941501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5941504.000000 Penalty: 5373.388672
	Iteration 55Q: 3 clusters Score -5941504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5941506.500000 Penalty: 5373.388672
	Iteration 56Q: 3 clusters Score -5941506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5941509.500000 Penalty: 5373.388672
	Iteration 57Q: 3 clusters Score -5941510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5941509.500000 Penalty: 5373.388672
	Iteration 58Q: 3 clusters Score -5941510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5941509.500000 Penalty: 5373.388672
	Iteration 59F: 3 clusters Score -5941510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -691182.125000 Penalty: 2167.087158
	Iteration 0F: 2 clusters Score -691182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -685862.875000 Penalty: 4334.174316
	Iteration 0F: 3 clusters Score -685862.9 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -687341.000000 Penalty: 4334.174316
	Iteration 1F: 3 clusters Score -687341 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -687574.312500 Penalty: 4334.174316
	Iteration 2F: 3 clusters Score -687574.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -687733.625000 Penalty: 4334.174316
	Iteration 3Q: 3 clusters Score -687733.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -687877.125000 Penalty: 4334.174316
	Iteration 4Q: 3 clusters Score -687877.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -688021.375000 Penalty: 4334.174316
	Iteration 5Q: 3 clusters Score -688021.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -688167.812500 Penalty: 4334.174316
	Iteration 6Q: 3 clusters Score -688167.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -688313.437500 Penalty: 4334.174316
	Iteration 7Q: 3 clusters Score -688313.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -688435.375000 Penalty: 4334.174316
	Iteration 8Q: 3 clusters Score -688435.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -688513.937500 Penalty: 4334.174316
	Iteration 9Q: 3 clusters Score -688513.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -688572.312500 Penalty: 4334.174316
	Iteration 10Q: 3 clusters Score -688572.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -688624.937500 Penalty: 4334.174316
	Iteration 11Q: 3 clusters Score -688624.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -688676.187500 Penalty: 4334.174316
	Iteration 12Q: 3 clusters Score -688676.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -688719.125000 Penalty: 4334.174316
	Iteration 13Q: 3 clusters Score -688719.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -688751.812500 Penalty: 4334.174316
	Iteration 14Q: 3 clusters Score -688751.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -688780.062500 Penalty: 4334.174316
	Iteration 15Q: 3 clusters Score -688780.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -688805.937500 Penalty: 4334.174316
	Iteration 16Q: 3 clusters Score -688805.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -688826.812500 Penalty: 4334.174316
	Iteration 17Q: 3 clusters Score -688826.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -688849.437500 Penalty: 4334.174316
	Iteration 18Q: 3 clusters Score -688849.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -688868.000000 Penalty: 4334.174316
	Iteration 19Q: 3 clusters Score -688868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -688884.812500 Penalty: 4334.174316
	Iteration 20F: 3 clusters Score -688884.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -688899.250000 Penalty: 4334.174316
	Iteration 21Q: 3 clusters Score -688899.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -688912.312500 Penalty: 4334.174316
	Iteration 22Q: 3 clusters Score -688912.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -688927.312500 Penalty: 4334.174316
	Iteration 23Q: 3 clusters Score -688927.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -688939.375000 Penalty: 4334.174316
	Iteration 24Q: 3 clusters Score -688939.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -688948.312500 Penalty: 4334.174316
	Iteration 25Q: 3 clusters Score -688948.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -688956.125000 Penalty: 4334.174316
	Iteration 26Q: 3 clusters Score -688956.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -688965.812500 Penalty: 4334.174316
	Iteration 27Q: 3 clusters Score -688965.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -688974.812500 Penalty: 4334.174316
	Iteration 28Q: 3 clusters Score -688974.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -688981.750000 Penalty: 4334.174316
	Iteration 29Q: 3 clusters Score -688981.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -688990.250000 Penalty: 4334.174316
	Iteration 30Q: 3 clusters Score -688990.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -688996.500000 Penalty: 4334.174316
	Iteration 31Q: 3 clusters Score -688996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -689001.125000 Penalty: 4334.174316
	Iteration 32Q: 3 clusters Score -689001.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -689004.687500 Penalty: 4334.174316
	Iteration 33Q: 3 clusters Score -689004.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -689010.000000 Penalty: 4334.174316
	Iteration 34Q: 3 clusters Score -689010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -689012.750000 Penalty: 4334.174316
	Iteration 35Q: 3 clusters Score -689012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -689016.062500 Penalty: 4334.174316
	Iteration 36Q: 3 clusters Score -689016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -689018.625000 Penalty: 4334.174316
	Iteration 37Q: 3 clusters Score -689018.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -689020.875000 Penalty: 4334.174316
	Iteration 38Q: 3 clusters Score -689020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -689022.937500 Penalty: 4334.174316
	Iteration 39Q: 3 clusters Score -689022.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -689027.375000 Penalty: 4334.174316
	Iteration 40F: 3 clusters Score -689027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -689027.437500 Penalty: 4334.174316
	Iteration 41Q: 3 clusters Score -689027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -689031.187500 Penalty: 4334.174316
	Iteration 42Q: 3 clusters Score -689031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -689033.937500 Penalty: 4334.174316
	Iteration 43Q: 3 clusters Score -689033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -689034.250000 Penalty: 4334.174316
	Iteration 44Q: 3 clusters Score -689034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -689032.937500 Penalty: 4334.174316
	Iteration 45Q: 3 clusters Score -689032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -689031.875000 Penalty: 4334.174316
	Iteration 46Q: 3 clusters Score -689031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -689033.437500 Penalty: 4334.174316
	Iteration 47Q: 3 clusters Score -689033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -689033.250000 Penalty: 4334.174316
	Iteration 48Q: 3 clusters Score -689033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -689033.687500 Penalty: 4334.174316
	Iteration 49Q: 3 clusters Score -689033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -689036.000000 Penalty: 4334.174316
	Iteration 50Q: 3 clusters Score -689036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -689035.750000 Penalty: 4334.174316
	Iteration 51Q: 3 clusters Score -689035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -689036.125000 Penalty: 4334.174316
	Iteration 52Q: 3 clusters Score -689036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -689039.125000 Penalty: 4334.174316
	Iteration 53Q: 3 clusters Score -689039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -689041.187500 Penalty: 4334.174316
	Iteration 54Q: 3 clusters Score -689041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -689043.750000 Penalty: 4334.174316
	Iteration 55Q: 3 clusters Score -689043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -689046.437500 Penalty: 4334.174316
	Iteration 56Q: 3 clusters Score -689046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -689047.562500 Penalty: 4334.174316
	Iteration 57Q: 3 clusters Score -689047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -689050.312500 Penalty: 4334.174316
	Iteration 58Q: 3 clusters Score -689050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -689050.687500 Penalty: 4334.174316
	Iteration 59Q: 3 clusters Score -689050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -689051.500000 Penalty: 4334.174316
	Iteration 60F: 3 clusters Score -689051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -689051.375000 Penalty: 4334.174316
	Iteration 61Q: 3 clusters Score -689051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -689054.625000 Penalty: 4334.174316
	Iteration 62Q: 3 clusters Score -689054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -689055.062500 Penalty: 4334.174316
	Iteration 63Q: 3 clusters Score -689055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -689055.125000 Penalty: 4334.174316
	Iteration 64Q: 3 clusters Score -689055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -689057.000000 Penalty: 4334.174316
	Iteration 65Q: 3 clusters Score -689057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -689056.500000 Penalty: 4334.174316
	Iteration 66Q: 3 clusters Score -689056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -689056.875000 Penalty: 4334.174316
	Iteration 67Q: 3 clusters Score -689056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -689057.125000 Penalty: 4334.174316
	Iteration 68Q: 3 clusters Score -689057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -689058.062500 Penalty: 4334.174316
	Iteration 69Q: 3 clusters Score -689058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -689059.312500 Penalty: 4334.174316
	Iteration 70Q: 3 clusters Score -689059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -689060.062500 Penalty: 4334.174316
	Iteration 71Q: 3 clusters Score -689060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -689061.750000 Penalty: 4334.174316
	Iteration 72Q: 3 clusters Score -689061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -689063.125000 Penalty: 4334.174316
	Iteration 73Q: 3 clusters Score -689063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -689062.562500 Penalty: 4334.174316
	Iteration 74Q: 3 clusters Score -689062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -689062.625000 Penalty: 4334.174316
	Iteration 75Q: 3 clusters Score -689062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -689062.625000 Penalty: 4334.174316
	Iteration 76F: 3 clusters Score -689062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -597095.187500 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -597095.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -592327.187500 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -592327.2 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -593600.625000 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -593600.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -593877.812500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -593877.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -594169.812500 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -594169.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -594458.625000 Penalty: 4262.700684
	Iteration 4F: 3 clusters Score -594458.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -594748.375000 Penalty: 4262.700684
	Iteration 5F: 3 clusters Score -594748.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -594956.562500 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -594956.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -595115.062500 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -595115.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -595255.125000 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -595255.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -595342.625000 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -595342.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -595392.687500 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -595392.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -595437.375000 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -595437.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -595462.562500 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -595462.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -595478.937500 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -595478.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -595492.937500 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -595492.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -595507.125000 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -595507.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -595518.000000 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -595518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -595532.312500 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -595532.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -595545.625000 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -595545.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -595557.187500 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -595557.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -595561.437500 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -595561.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -595565.062500 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -595565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -595568.312500 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -595568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -595568.875000 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -595568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -595573.312500 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -595573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -595577.437500 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -595577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -595578.937500 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -595578.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -595581.812500 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -595581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -595585.437500 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -595585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -595586.687500 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -595586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -595589.750000 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -595589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -595591.625000 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -595591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -595592.062500 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -595592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -595593.250000 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -595593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -595593.250000 Penalty: 4262.700684
	Iteration 34F: 3 clusters Score -595593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -162829.828125 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -162829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160550.375000 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -160550.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160936.234375 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -160936.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -161046.343750 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -161046.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161133.093750 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -161133.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161194.312500 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -161194.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161231.500000 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -161231.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161254.187500 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -161254.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161265.234375 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -161265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161272.765625 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -161272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161277.359375 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -161277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161284.046875 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -161284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161292.234375 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -161292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161297.187500 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -161297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161299.843750 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -161299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161304.312500 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -161304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161309.937500 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -161309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161310.515625 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -161310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161313.718750 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -161313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161316.906250 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -161316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161316.906250 Penalty: 3629.337402
	Iteration 19F: 3 clusters Score -161316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -292387.875000 Penalty: 1998.857178
	Iteration 0F: 2 clusters Score -292387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -289079.187500 Penalty: 3997.714355
	Iteration 0F: 3 clusters Score -289079.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -289921.812500 Penalty: 3997.714355
	Iteration 1F: 3 clusters Score -289921.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -290186.062500 Penalty: 3997.714355
	Iteration 2F: 3 clusters Score -290186.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -290366.468750 Penalty: 3997.714355
	Iteration 3F: 3 clusters Score -290366.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290516.656250 Penalty: 3997.714355
	Iteration 4Q: 3 clusters Score -290516.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290647.125000 Penalty: 3997.714355
	Iteration 5Q: 3 clusters Score -290647.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290765.968750 Penalty: 3997.714355
	Iteration 6Q: 3 clusters Score -290766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -290881.437500 Penalty: 3997.714355
	Iteration 7Q: 3 clusters Score -290881.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -290973.937500 Penalty: 3997.714355
	Iteration 8Q: 3 clusters Score -290973.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291048.062500 Penalty: 3997.714355
	Iteration 9Q: 3 clusters Score -291048.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -291093.000000 Penalty: 3997.714355
	Iteration 10Q: 3 clusters Score -291093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -291124.687500 Penalty: 3997.714355
	Iteration 11Q: 3 clusters Score -291124.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291163.156250 Penalty: 3997.714355
	Iteration 12Q: 3 clusters Score -291163.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -291185.750000 Penalty: 3997.714355
	Iteration 13Q: 3 clusters Score -291185.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291208.250000 Penalty: 3997.714355
	Iteration 14Q: 3 clusters Score -291208.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291234.406250 Penalty: 3997.714355
	Iteration 15Q: 3 clusters Score -291234.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -291258.406250 Penalty: 3997.714355
	Iteration 16Q: 3 clusters Score -291258.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291281.218750 Penalty: 3997.714355
	Iteration 17Q: 3 clusters Score -291281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -291294.218750 Penalty: 3997.714355
	Iteration 18Q: 3 clusters Score -291294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -291302.312500 Penalty: 3997.714355
	Iteration 19Q: 3 clusters Score -291302.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -291317.656250 Penalty: 3997.714355
	Iteration 20F: 3 clusters Score -291317.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -291341.562500 Penalty: 3997.714355
	Iteration 21Q: 3 clusters Score -291341.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -291361.156250 Penalty: 3997.714355
	Iteration 22Q: 3 clusters Score -291361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291373.875000 Penalty: 3997.714355
	Iteration 23Q: 3 clusters Score -291373.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -291386.500000 Penalty: 3997.714355
	Iteration 24Q: 3 clusters Score -291386.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -291401.531250 Penalty: 3997.714355
	Iteration 25Q: 3 clusters Score -291401.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -291414.531250 Penalty: 3997.714355
	Iteration 26Q: 3 clusters Score -291414.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -291432.343750 Penalty: 3997.714355
	Iteration 27Q: 3 clusters Score -291432.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291448.437500 Penalty: 3997.714355
	Iteration 28Q: 3 clusters Score -291448.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -291472.125000 Penalty: 3997.714355
	Iteration 29Q: 3 clusters Score -291472.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -291493.875000 Penalty: 3997.714355
	Iteration 30Q: 3 clusters Score -291493.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -291516.468750 Penalty: 3997.714355
	Iteration 31Q: 3 clusters Score -291516.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -291543.250000 Penalty: 3997.714355
	Iteration 32Q: 3 clusters Score -291543.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291560.906250 Penalty: 3997.714355
	Iteration 33Q: 3 clusters Score -291560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291568.375000 Penalty: 3997.714355
	Iteration 34Q: 3 clusters Score -291568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -291575.593750 Penalty: 3997.714355
	Iteration 35Q: 3 clusters Score -291575.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -291583.312500 Penalty: 3997.714355
	Iteration 36Q: 3 clusters Score -291583.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291591.812500 Penalty: 3997.714355
	Iteration 37Q: 3 clusters Score -291591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -291602.500000 Penalty: 3997.714355
	Iteration 38Q: 3 clusters Score -291602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -291607.437500 Penalty: 3997.714355
	Iteration 39Q: 3 clusters Score -291607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -291612.093750 Penalty: 3997.714355
	Iteration 40F: 3 clusters Score -291612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -291614.781250 Penalty: 3997.714355
	Iteration 41Q: 3 clusters Score -291614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -291620.093750 Penalty: 3997.714355
	Iteration 42Q: 3 clusters Score -291620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -291624.250000 Penalty: 3997.714355
	Iteration 43Q: 3 clusters Score -291624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -291626.875000 Penalty: 3997.714355
	Iteration 44Q: 3 clusters Score -291626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -291628.312500 Penalty: 3997.714355
	Iteration 45Q: 3 clusters Score -291628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -291630.312500 Penalty: 3997.714355
	Iteration 46Q: 3 clusters Score -291630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -291632.625000 Penalty: 3997.714355
	Iteration 47Q: 3 clusters Score -291632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -291633.500000 Penalty: 3997.714355
	Iteration 48Q: 3 clusters Score -291633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -291633.500000 Penalty: 3997.714355
	Iteration 49F: 3 clusters Score -291633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -170026.421875 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -170026.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -167665.062500 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -167665.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -168035.968750 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -168036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -168176.390625 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -168176.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -168338.140625 Penalty: 3657.815918
	Iteration 3Q: 3 clusters Score -168338.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -168467.359375 Penalty: 3657.815918
	Iteration 4F: 3 clusters Score -168467.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168573.031250 Penalty: 3657.815918
	Iteration 5F: 3 clusters Score -168573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -168632.671875 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -168632.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168679.250000 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -168679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -168703.437500 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -168703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168735.953125 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -168736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168766.031250 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -168766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -168784.890625 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -168784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -168805.093750 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -168805.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -168820.578125 Penalty: 3657.815918
	Iteration 13Q: 3 clusters Score -168820.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -168832.000000 Penalty: 3657.815918
	Iteration 14Q: 3 clusters Score -168832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -168843.078125 Penalty: 3657.815918
	Iteration 15Q: 3 clusters Score -168843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -168852.468750 Penalty: 3657.815918
	Iteration 16Q: 3 clusters Score -168852.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -168865.156250 Penalty: 3657.815918
	Iteration 17Q: 3 clusters Score -168865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -168877.250000 Penalty: 3657.815918
	Iteration 18Q: 3 clusters Score -168877.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -168891.687500 Penalty: 3657.815918
	Iteration 19Q: 3 clusters Score -168891.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -168901.859375 Penalty: 3657.815918
	Iteration 20F: 3 clusters Score -168901.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -168908.296875 Penalty: 3657.815918
	Iteration 21Q: 3 clusters Score -168908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -168914.937500 Penalty: 3657.815918
	Iteration 22Q: 3 clusters Score -168914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -168930.828125 Penalty: 3657.815918
	Iteration 23Q: 3 clusters Score -168930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -168947.640625 Penalty: 3657.815918
	Iteration 24Q: 3 clusters Score -168947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -168949.968750 Penalty: 3657.815918
	Iteration 25Q: 3 clusters Score -168950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -168951.656250 Penalty: 3657.815918
	Iteration 26Q: 3 clusters Score -168951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -168952.968750 Penalty: 3657.815918
	Iteration 27Q: 3 clusters Score -168953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -168956.062500 Penalty: 3657.815918
	Iteration 28Q: 3 clusters Score -168956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -168961.703125 Penalty: 3657.815918
	Iteration 29Q: 3 clusters Score -168961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -168962.140625 Penalty: 3657.815918
	Iteration 30Q: 3 clusters Score -168962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -168962.140625 Penalty: 3657.815918
	Iteration 31F: 3 clusters Score -168962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (3166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Entering Unmasked Estep 
Score: -355841.531250 Penalty: 1998.935669
	Iteration 0F: 2 clusters Score -355841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -352470.093750 Penalty: 3997.871338
	Iteration 0F: 3 clusters Score -352470.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -353193.500000 Penalty: 3997.871338
	Iteration 1F: 3 clusters Score -353193.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -353369.687500 Penalty: 3997.871338
	Iteration 2F: 3 clusters Score -353369.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -353493.343750 Penalty: 3997.871338
	Iteration 3F: 3 clusters Score -353493.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -353584.750000 Penalty: 3997.871338
	Iteration 4Q: 3 clusters Score -353584.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -353634.750000 Penalty: 3997.871338
	Iteration 5Q: 3 clusters Score -353634.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -353672.500000 Penalty: 3997.871338
	Iteration 6Q: 3 clusters Score -353672.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -353704.125000 Penalty: 3997.871338
	Iteration 7Q: 3 clusters Score -353704.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -353731.625000 Penalty: 3997.871338
	Iteration 8Q: 3 clusters Score -353731.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -353757.687500 Penalty: 3997.871338
	Iteration 9Q: 3 clusters Score -353757.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353774.937500 Penalty: 3997.871338
	Iteration 10Q: 3 clusters Score -353774.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -353794.093750 Penalty: 3997.871338
	Iteration 11Q: 3 clusters Score -353794.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353809.406250 Penalty: 3997.871338
	Iteration 12Q: 3 clusters Score -353809.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353820.968750 Penalty: 3997.871338
	Iteration 13Q: 3 clusters Score -353821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -353833.812500 Penalty: 3997.871338
	Iteration 14Q: 3 clusters Score -353833.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -353847.531250 Penalty: 3997.871338
	Iteration 15Q: 3 clusters Score -353847.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -353866.875000 Penalty: 3997.871338
	Iteration 16Q: 3 clusters Score -353866.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -353887.281250 Penalty: 3997.871338
	Iteration 17Q: 3 clusters Score -353887.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -353913.968750 Penalty: 3997.871338
	Iteration 18Q: 3 clusters Score -353914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -353953.500000 Penalty: 3997.871338
	Iteration 19Q: 3 clusters Score -353953.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -353995.750000 Penalty: 3997.871338
	Iteration 20F: 3 clusters Score -353995.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -354032.312500 Penalty: 3997.871338
	Iteration 21Q: 3 clusters Score -354032.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -354061.437500 Penalty: 3997.871338
	Iteration 22Q: 3 clusters Score -354061.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -354087.125000 Penalty: 3997.871338
	Iteration 23Q: 3 clusters Score -354087.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -354110.312500 Penalty: 3997.871338
	Iteration 24Q: 3 clusters Score -354110.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -354131.468750 Penalty: 3997.871338
	Iteration 25Q: 3 clusters Score -354131.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -354150.375000 Penalty: 3997.871338
	Iteration 26Q: 3 clusters Score -354150.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -354164.531250 Penalty: 3997.871338
	Iteration 27Q: 3 clusters Score -354164.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -354175.437500 Penalty: 3997.871338
	Iteration 28Q: 3 clusters Score -354175.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -354186.031250 Penalty: 3997.871338
	Iteration 29Q: 3 clusters Score -354186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -354193.625000 Penalty: 3997.871338
	Iteration 30Q: 3 clusters Score -354193.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -354196.437500 Penalty: 3997.871338
	Iteration 31Q: 3 clusters Score -354196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -354197.843750 Penalty: 3997.871338
	Iteration 32Q: 3 clusters Score -354197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -354199.437500 Penalty: 3997.871338
	Iteration 33Q: 3 clusters Score -354199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -354200.968750 Penalty: 3997.871338
	Iteration 34Q: 3 clusters Score -354201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -354204.562500 Penalty: 3997.871338
	Iteration 35Q: 3 clusters Score -354204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -354207.437500 Penalty: 3997.871338
	Iteration 36Q: 3 clusters Score -354207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -354211.468750 Penalty: 3997.871338
	Iteration 37Q: 3 clusters Score -354211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -354214.875000 Penalty: 3997.871338
	Iteration 38Q: 3 clusters Score -354214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -354219.250000 Penalty: 3997.871338
	Iteration 39Q: 3 clusters Score -354219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -354221.812500 Penalty: 3997.871338
	Iteration 40F: 3 clusters Score -354221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -354227.750000 Penalty: 3997.871338
	Iteration 41Q: 3 clusters Score -354227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354237.593750 Penalty: 3997.871338
	Iteration 42Q: 3 clusters Score -354237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354242.812500 Penalty: 3997.871338
	Iteration 43Q: 3 clusters Score -354242.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -354254.156250 Penalty: 3997.871338
	Iteration 44Q: 3 clusters Score -354254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -354267.031250 Penalty: 3997.871338
	Iteration 45Q: 3 clusters Score -354267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -354279.000000 Penalty: 3997.871338
	Iteration 46Q: 3 clusters Score -354279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -354291.937500 Penalty: 3997.871338
	Iteration 47Q: 3 clusters Score -354291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354300.375000 Penalty: 3997.871338
	Iteration 48Q: 3 clusters Score -354300.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -354307.968750 Penalty: 3997.871338
	Iteration 49Q: 3 clusters Score -354308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -354312.687500 Penalty: 3997.871338
	Iteration 50Q: 3 clusters Score -354312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -354314.437500 Penalty: 3997.871338
	Iteration 51Q: 3 clusters Score -354314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -354316.343750 Penalty: 3997.871338
	Iteration 52Q: 3 clusters Score -354316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354321.031250 Penalty: 3997.871338
	Iteration 53Q: 3 clusters Score -354321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354326.718750 Penalty: 3997.871338
	Iteration 54Q: 3 clusters Score -354326.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354336.187500 Penalty: 3997.871338
	Iteration 55Q: 3 clusters Score -354336.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -354347.312500 Penalty: 3997.871338
	Iteration 56Q: 3 clusters Score -354347.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -354355.812500 Penalty: 3997.871338
	Iteration 57Q: 3 clusters Score -354355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -354363.125000 Penalty: 3997.871338
	Iteration 58Q: 3 clusters Score -354363.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354367.375000 Penalty: 3997.871338
	Iteration 59Q: 3 clusters Score -354367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354370.968750 Penalty: 3997.871338
	Iteration 60F: 3 clusters Score -354371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354373.468750 Penalty: 3997.871338
	Iteration 61Q: 3 clusters Score -354373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354374.156250 Penalty: 3997.871338
	Iteration 62Q: 3 clusters Score -354374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -354376.093750 Penalty: 3997.871338
	Iteration 63Q: 3 clusters Score -354376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354378.125000 Penalty: 3997.871338
	Iteration 64Q: 3 clusters Score -354378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354381.031250 Penalty: 3997.871338
	Iteration 65Q: 3 clusters Score -354381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354380.843750 Penalty: 3997.871338
	Iteration 66Q: 3 clusters Score -354380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -354382.125000 Penalty: 3997.871338
	Iteration 67Q: 3 clusters Score -354382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -354383.031250 Penalty: 3997.871338
	Iteration 68Q: 3 clusters Score -354383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -354385.312500 Penalty: 3997.871338
	Iteration 69Q: 3 clusters Score -354385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354388.125000 Penalty: 3997.871338
	Iteration 70Q: 3 clusters Score -354388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354390.156250 Penalty: 3997.871338
	Iteration 71Q: 3 clusters Score -354390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354394.000000 Penalty: 3997.871338
	Iteration 72Q: 3 clusters Score -354394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -354396.468750 Penalty: 3997.871338
	Iteration 73Q: 3 clusters Score -354396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354397.531250 Penalty: 3997.871338
	Iteration 74Q: 3 clusters Score -354397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -354399.718750 Penalty: 3997.871338
	Iteration 75Q: 3 clusters Score -354399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -354402.125000 Penalty: 3997.871338
	Iteration 76Q: 3 clusters Score -354402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -354404.968750 Penalty: 3997.871338
	Iteration 77Q: 3 clusters Score -354405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -354405.843750 Penalty: 3997.871338
	Iteration 78Q: 3 clusters Score -354405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -354407.843750 Penalty: 3997.871338
	Iteration 79Q: 3 clusters Score -354407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -354408.937500 Penalty: 3997.871338
	Iteration 80F: 3 clusters Score -354408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -354409.531250 Penalty: 3997.871338
	Iteration 81Q: 3 clusters Score -354409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -354411.062500 Penalty: 3997.871338
	Iteration 82Q: 3 clusters Score -354411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -354412.187500 Penalty: 3997.871338
	Iteration 83Q: 3 clusters Score -354412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -354414.468750 Penalty: 3997.871338
	Iteration 84Q: 3 clusters Score -354414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -354417.843750 Penalty: 3997.871338
	Iteration 85Q: 3 clusters Score -354417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -354420.562500 Penalty: 3997.871338
	Iteration 86Q: 3 clusters Score -354420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -354421.218750 Penalty: 3997.871338
	Iteration 87Q: 3 clusters Score -354421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -354422.250000 Penalty: 3997.871338
	Iteration 88Q: 3 clusters Score -354422.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -354425.343750 Penalty: 3997.871338
	Iteration 89Q: 3 clusters Score -354425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -354427.718750 Penalty: 3997.871338
	Iteration 90Q: 3 clusters Score -354427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -354427.625000 Penalty: 3997.871338
	Iteration 91Q: 3 clusters Score -354427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -354428.375000 Penalty: 3997.871338
	Iteration 92Q: 3 clusters Score -354428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -354428.250000 Penalty: 3997.871338
	Iteration 93Q: 3 clusters Score -354428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -354428.250000 Penalty: 3997.871338
	Iteration 94F: 3 clusters Score -354428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 63480 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77180 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171142 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32599 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27994 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 13409 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5545 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10982 members 
Mstep: Class 36 contains 30921 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16865 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54380 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 41755 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11733 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16398 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8799 members 
Mstep: Class 54 contains 6969 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47602 members 
Mstep: Class 59 contains 3692 members 
Mstep: Class 60 contains 11969 members 
Mstep: Class 61 contains 12636 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7451 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4645 members 
Mstep: Class 69 contains 7506 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21849 members 
Mstep: Class 77 contains 1943 members 
Mstep: Class 78 contains 5809 members 
Mstep: Class 79 contains 45052 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9778 members 
Mstep: Class 91 contains 3053 members 
Mstep: Class 92 contains 5544 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5400 members 
Mstep: Class 97 contains 1506 members 
Mstep: Class 98 contains 3165 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297408.000000 Penalty: 359308.937500
Iteration 279Q: 101 clusters Score -2.122974e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 63479 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77188 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171144 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35765 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32590 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27994 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 13411 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5538 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10986 members 
Mstep: Class 36 contains 30918 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16864 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54376 members 
Mstep: Class 44 contains 38311 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9858 members 
Mstep: Class 48 contains 1280 members 
Mstep: Class 49 contains 11737 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16398 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8800 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47603 members 
Mstep: Class 59 contains 3691 members 
Mstep: Class 60 contains 11962 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7452 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4645 members 
Mstep: Class 69 contains 7511 members 
Mstep: Class 70 contains 5329 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21851 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5813 members 
Mstep: Class 79 contains 45049 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9782 members 
Mstep: Class 91 contains 3051 members 
Mstep: Class 92 contains 5541 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5407 members 
Mstep: Class 97 contains 1507 members 
Mstep: Class 98 contains 3166 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297472.000000 Penalty: 359308.937500
Iteration 280F: 101 clusters Score -2.122975e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 63478 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77197 members 
Mstep: Class 9 contains 248620 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 3479 members 
Mstep: Class 12 contains 171149 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131312 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32582 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27993 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 13410 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5533 members 
Mstep: Class 33 contains 30724 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10988 members 
Mstep: Class 36 contains 30915 members 
Mstep: Class 37 contains 29114 members 
Mstep: Class 38 contains 16863 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54375 members 
Mstep: Class 44 contains 38311 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9858 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11741 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3721 members 
Mstep: Class 58 contains 47606 members 
Mstep: Class 59 contains 3693 members 
Mstep: Class 60 contains 11955 members 
Mstep: Class 61 contains 12635 members 
Mstep: Class 62 contains 3426 members 
Mstep: Class 63 contains 8604 members 
Mstep: Class 64 contains 5628 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7454 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4645 members 
Mstep: Class 69 contains 7511 members 
Mstep: Class 70 contains 5329 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5021 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21857 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5815 members 
Mstep: Class 79 contains 45042 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13380 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9789 members 
Mstep: Class 91 contains 3044 members 
Mstep: Class 92 contains 5540 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5412 members 
Mstep: Class 97 contains 1508 members 
Mstep: Class 98 contains 3166 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297536.000000 Penalty: 359308.937500
Iteration 281Q: 101 clusters Score -2.122975e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143689 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 63475 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77206 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171156 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131311 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32575 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27992 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 13410 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30907 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 16863 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 54370 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11742 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16398 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6974 members 
Mstep: Class 55 contains 33385 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47606 members 
Mstep: Class 59 contains 3697 members 
Mstep: Class 60 contains 11949 members 
Mstep: Class 61 contains 12634 members 
Mstep: Class 62 contains 3426 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5628 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7460 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4645 members 
Mstep: Class 69 contains 7512 members 
Mstep: Class 70 contains 5327 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21859 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5819 members 
Mstep: Class 79 contains 45040 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9787 members 
Mstep: Class 91 contains 3041 members 
Mstep: Class 92 contains 5533 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5421 members 
Mstep: Class 97 contains 1509 members 
Mstep: Class 98 contains 3166 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297696.000000 Penalty: 359308.937500
Iteration 282Q: 101 clusters Score -2.122977e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 63472 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77209 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171148 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35765 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32575 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27991 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 13409 members 
Mstep: Class 29 contains 15024 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 5532 members 
Mstep: Class 33 contains 30724 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10994 members 
Mstep: Class 36 contains 30907 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16863 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 54366 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9859 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4368 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6973 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47605 members 
Mstep: Class 59 contains 3697 members 
Mstep: Class 60 contains 11947 members 
Mstep: Class 61 contains 12633 members 
Mstep: Class 62 contains 3426 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5631 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7463 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4646 members 
Mstep: Class 69 contains 7512 members 
Mstep: Class 70 contains 5327 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17598 members 
Mstep: Class 76 contains 21862 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5822 members 
Mstep: Class 79 contains 45037 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6073 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9784 members 
Mstep: Class 91 contains 3037 members 
Mstep: Class 92 contains 5527 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1512 members 
Mstep: Class 98 contains 3167 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297856.000000 Penalty: 359308.937500
Iteration 283Q: 101 clusters Score -2.122979e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 63470 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77213 members 
Mstep: Class 9 contains 248617 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 171143 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35765 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32575 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27989 members 
Mstep: Class 27 contains 3313 members 
Mstep: Class 28 contains 13410 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 30722 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10995 members 
Mstep: Class 36 contains 30900 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16862 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 54365 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4369 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6972 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47605 members 
Mstep: Class 59 contains 3696 members 
Mstep: Class 60 contains 11949 members 
Mstep: Class 61 contains 12632 members 
Mstep: Class 62 contains 3428 members 
Mstep: Class 63 contains 8607 members 
Mstep: Class 64 contains 5632 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7466 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7513 members 
Mstep: Class 70 contains 5327 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21872 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5818 members 
Mstep: Class 79 contains 45033 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2278 members 
Mstep: Class 83 contains 13385 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6073 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9792 members 
Mstep: Class 91 contains 3027 members 
Mstep: Class 92 contains 5528 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1515 members 
Mstep: Class 98 contains 3167 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297824.000000 Penalty: 359308.937500
Iteration 284Q: 101 clusters Score -2.122978e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 63468 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77217 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 171139 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32576 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27990 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13409 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 5528 members 
Mstep: Class 33 contains 30723 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10995 members 
Mstep: Class 36 contains 30899 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16862 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54363 members 
Mstep: Class 44 contains 38313 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4370 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6964 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47607 members 
Mstep: Class 59 contains 3696 members 
Mstep: Class 60 contains 11947 members 
Mstep: Class 61 contains 12629 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 8607 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7463 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7515 members 
Mstep: Class 70 contains 5329 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21873 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5816 members 
Mstep: Class 79 contains 45033 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13384 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6072 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9804 members 
Mstep: Class 91 contains 3023 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1516 members 
Mstep: Class 98 contains 3168 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298016.000000 Penalty: 359308.937500
Iteration 285Q: 101 clusters Score -2.12298e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 63467 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77218 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 12 contains 171134 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 8006 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32573 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27990 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 13408 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 3195 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 5524 members 
Mstep: Class 33 contains 30724 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10996 members 
Mstep: Class 36 contains 30896 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16862 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 54360 members 
Mstep: Class 44 contains 38313 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1278 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20606 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4371 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6963 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47608 members 
Mstep: Class 59 contains 3696 members 
Mstep: Class 60 contains 11947 members 
Mstep: Class 61 contains 12628 members 
Mstep: Class 62 contains 3432 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7469 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 5331 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5018 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21877 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5818 members 
Mstep: Class 79 contains 45031 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13384 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6074 members 
Mstep: Class 86 contains 6734 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9804 members 
Mstep: Class 91 contains 3019 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1520 members 
Mstep: Class 98 contains 3170 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298016.000000 Penalty: 359308.937500
Iteration 286Q: 101 clusters Score -2.12298e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 63465 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77220 members 
Mstep: Class 9 contains 248619 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 171126 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 59619 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32568 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27990 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 13408 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5522 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10998 members 
Mstep: Class 36 contains 30894 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16862 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 54357 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5793 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20606 members 
Mstep: Class 51 contains 16399 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6961 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3724 members 
Mstep: Class 58 contains 47609 members 
Mstep: Class 59 contains 3695 members 
Mstep: Class 60 contains 11945 members 
Mstep: Class 61 contains 12628 members 
Mstep: Class 62 contains 3430 members 
Mstep: Class 63 contains 8607 members 
Mstep: Class 64 contains 5629 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7477 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 5331 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21879 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5827 members 
Mstep: Class 79 contains 45023 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13382 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6075 members 
Mstep: Class 86 contains 6733 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9811 members 
Mstep: Class 91 contains 3007 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1526 members 
Mstep: Class 98 contains 3172 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297904.000000 Penalty: 359308.937500
Iteration 287Q: 101 clusters Score -2.122979e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 63466 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77222 members 
Mstep: Class 9 contains 248620 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3472 members 
Mstep: Class 12 contains 171120 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8013 members 
Mstep: Class 19 contains 59619 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32565 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27989 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13408 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5517 members 
Mstep: Class 33 contains 30726 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10998 members 
Mstep: Class 36 contains 30891 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16862 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6424 members 
Mstep: Class 43 contains 54357 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20606 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6959 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3723 members 
Mstep: Class 58 contains 47610 members 
Mstep: Class 59 contains 3697 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3430 members 
Mstep: Class 63 contains 8607 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7480 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4648 members 
Mstep: Class 69 contains 7516 members 
Mstep: Class 70 contains 5332 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21881 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5831 members 
Mstep: Class 79 contains 45021 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6075 members 
Mstep: Class 86 contains 6733 members 
Mstep: Class 87 contains 3092 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9818 members 
Mstep: Class 91 contains 2996 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1528 members 
Mstep: Class 98 contains 3176 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298064.000000 Penalty: 359308.937500
Iteration 288Q: 101 clusters Score -2.122981e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 63466 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77224 members 
Mstep: Class 9 contains 248623 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 171115 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 59621 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32560 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27987 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13408 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5515 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10997 members 
Mstep: Class 36 contains 30888 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16862 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 54357 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9855 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20606 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6958 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47610 members 
Mstep: Class 59 contains 3699 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12627 members 
Mstep: Class 62 contains 3430 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5631 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7484 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7517 members 
Mstep: Class 70 contains 5330 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5018 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21884 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5831 members 
Mstep: Class 79 contains 45020 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13382 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6075 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9828 members 
Mstep: Class 91 contains 2992 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1529 members 
Mstep: Class 98 contains 3176 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298144.000000 Penalty: 359308.937500
Iteration 289Q: 101 clusters Score -2.122981e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 63466 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77226 members 
Mstep: Class 9 contains 248622 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 171105 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 59621 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32556 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27985 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 13408 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 5514 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10997 members 
Mstep: Class 36 contains 30888 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16861 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6426 members 
Mstep: Class 43 contains 54355 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11746 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6957 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3722 members 
Mstep: Class 58 contains 47612 members 
Mstep: Class 59 contains 3701 members 
Mstep: Class 60 contains 11945 members 
Mstep: Class 61 contains 12626 members 
Mstep: Class 62 contains 3429 members 
Mstep: Class 63 contains 8606 members 
Mstep: Class 64 contains 5631 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7487 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4646 members 
Mstep: Class 69 contains 7519 members 
Mstep: Class 70 contains 5331 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21887 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5831 members 
Mstep: Class 79 contains 45018 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13382 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6076 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9831 members 
Mstep: Class 91 contains 2986 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1531 members 
Mstep: Class 98 contains 3175 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212297984.000000 Penalty: 359308.937500
Iteration 290Q: 101 clusters Score -2.12298e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 63466 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77228 members 
Mstep: Class 9 contains 248622 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 3467 members 
Mstep: Class 12 contains 171093 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 59622 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32552 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27984 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 13407 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 30726 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 10999 members 
Mstep: Class 36 contains 30887 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16860 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54352 members 
Mstep: Class 44 contains 38312 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9856 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11746 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6959 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3723 members 
Mstep: Class 58 contains 47612 members 
Mstep: Class 59 contains 3704 members 
Mstep: Class 60 contains 11947 members 
Mstep: Class 61 contains 12623 members 
Mstep: Class 62 contains 3427 members 
Mstep: Class 63 contains 8608 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7488 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4646 members 
Mstep: Class 69 contains 7522 members 
Mstep: Class 70 contains 5335 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7218 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21892 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5833 members 
Mstep: Class 79 contains 45015 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6075 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9830 members 
Mstep: Class 91 contains 2984 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3175 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298032.000000 Penalty: 359308.937500
Iteration 291Q: 101 clusters Score -2.12298e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 63467 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77228 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171091 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 131310 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 59622 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32544 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27984 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 13406 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5508 members 
Mstep: Class 33 contains 30726 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 11000 members 
Mstep: Class 36 contains 30890 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16859 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54350 members 
Mstep: Class 44 contains 38311 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9857 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20608 members 
Mstep: Class 51 contains 16397 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8801 members 
Mstep: Class 54 contains 6959 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3724 members 
Mstep: Class 58 contains 47613 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11947 members 
Mstep: Class 61 contains 12623 members 
Mstep: Class 62 contains 3427 members 
Mstep: Class 63 contains 8609 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7488 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4646 members 
Mstep: Class 69 contains 7522 members 
Mstep: Class 70 contains 5333 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21896 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5835 members 
Mstep: Class 79 contains 45015 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6076 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9827 members 
Mstep: Class 91 contains 2982 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3175 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298080.000000 Penalty: 359308.937500
Iteration 292Q: 101 clusters Score -2.122981e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11803 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 63468 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77229 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171090 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35769 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 59621 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16540 members 
Mstep: Class 24 contains 32539 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27984 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 13404 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3196 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 5505 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 10999 members 
Mstep: Class 36 contains 30888 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16858 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 54348 members 
Mstep: Class 44 contains 38311 members 
Mstep: Class 45 contains 5795 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9860 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 16396 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6960 members 
Mstep: Class 55 contains 33384 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3724 members 
Mstep: Class 58 contains 47614 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11946 members 
Mstep: Class 61 contains 12623 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8611 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7487 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4646 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5334 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21901 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5837 members 
Mstep: Class 79 contains 45016 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6077 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9835 members 
Mstep: Class 91 contains 2979 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3175 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298224.000000 Penalty: 359308.937500
Iteration 293Q: 101 clusters Score -2.122982e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 63468 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77230 members 
Mstep: Class 9 contains 248620 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171091 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35770 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 59620 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16541 members 
Mstep: Class 24 contains 32531 members 
Mstep: Class 25 contains 5481 members 
Mstep: Class 26 contains 27983 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 13402 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 5503 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10999 members 
Mstep: Class 36 contains 30891 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16857 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54346 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11743 members 
Mstep: Class 50 contains 20606 members 
Mstep: Class 51 contains 16395 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6956 members 
Mstep: Class 55 contains 33385 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3724 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 11946 members 
Mstep: Class 61 contains 12621 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8613 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7487 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7523 members 
Mstep: Class 70 contains 5333 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5021 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21908 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5838 members 
Mstep: Class 79 contains 45016 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6078 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9832 members 
Mstep: Class 91 contains 2978 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3176 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298144.000000 Penalty: 359308.937500
Iteration 294Q: 101 clusters Score -2.122981e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143698 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 14018 members 
Mstep: Class 6 contains 63468 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77230 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171085 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35771 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8028 members 
Mstep: Class 19 contains 59617 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32526 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27982 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5506 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10999 members 
Mstep: Class 36 contains 30891 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16856 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 54346 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20603 members 
Mstep: Class 51 contains 16395 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6955 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3724 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 11945 members 
Mstep: Class 61 contains 12618 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8612 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5340 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21913 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5837 members 
Mstep: Class 79 contains 45016 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6078 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9842 members 
Mstep: Class 91 contains 2976 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3176 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298224.000000 Penalty: 359308.937500
Iteration 295Q: 101 clusters Score -2.122982e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 63468 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77232 members 
Mstep: Class 9 contains 248621 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171074 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35772 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 59617 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32523 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27981 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5508 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10999 members 
Mstep: Class 36 contains 30892 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16856 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54341 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 16395 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6954 members 
Mstep: Class 55 contains 33386 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3724 members 
Mstep: Class 58 contains 47618 members 
Mstep: Class 59 contains 3709 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12614 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8611 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4647 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5347 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5021 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21919 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5838 members 
Mstep: Class 79 contains 45015 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6077 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9847 members 
Mstep: Class 91 contains 2980 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3176 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298160.000000 Penalty: 359308.937500
Iteration 296Q: 101 clusters Score -2.122982e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143700 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14014 members 
Mstep: Class 6 contains 63468 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 77233 members 
Mstep: Class 9 contains 248623 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171075 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35776 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 59617 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32517 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27980 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10998 members 
Mstep: Class 36 contains 30891 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54334 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11741 members 
Mstep: Class 50 contains 20602 members 
Mstep: Class 51 contains 16394 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6953 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47618 members 
Mstep: Class 59 contains 3709 members 
Mstep: Class 60 contains 11943 members 
Mstep: Class 61 contains 12614 members 
Mstep: Class 62 contains 3422 members 
Mstep: Class 63 contains 8611 members 
Mstep: Class 64 contains 5630 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7481 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4648 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 5348 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5021 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21923 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5839 members 
Mstep: Class 79 contains 45014 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6077 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9859 members 
Mstep: Class 91 contains 2979 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5426 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3176 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298320.000000 Penalty: 359308.937500
Iteration 297Q: 101 clusters Score -2.122983e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 63466 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77234 members 
Mstep: Class 9 contains 248626 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171073 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35774 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32514 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27978 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30725 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10998 members 
Mstep: Class 36 contains 30891 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54334 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11741 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 16394 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6951 members 
Mstep: Class 55 contains 33388 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47618 members 
Mstep: Class 59 contains 3710 members 
Mstep: Class 60 contains 11941 members 
Mstep: Class 61 contains 12613 members 
Mstep: Class 62 contains 3422 members 
Mstep: Class 63 contains 8613 members 
Mstep: Class 64 contains 5631 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7478 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4649 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 5346 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5021 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21929 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5839 members 
Mstep: Class 79 contains 45011 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13384 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6077 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9868 members 
Mstep: Class 91 contains 2979 members 
Mstep: Class 92 contains 5531 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5424 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3177 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298288.000000 Penalty: 359308.937500
Iteration 298Q: 101 clusters Score -2.122983e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 63464 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77233 members 
Mstep: Class 9 contains 248626 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171079 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35774 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59619 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32510 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27977 members 
Mstep: Class 27 contains 3323 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30724 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10998 members 
Mstep: Class 36 contains 30890 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54335 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5796 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11740 members 
Mstep: Class 50 contains 20599 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6948 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47618 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 11941 members 
Mstep: Class 61 contains 12613 members 
Mstep: Class 62 contains 3422 members 
Mstep: Class 63 contains 8611 members 
Mstep: Class 64 contains 5634 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7478 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4649 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 5346 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5021 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21936 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5840 members 
Mstep: Class 79 contains 45010 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6078 members 
Mstep: Class 86 contains 6732 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9873 members 
Mstep: Class 91 contains 2976 members 
Mstep: Class 92 contains 5530 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5423 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3177 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298320.000000 Penalty: 359308.937500
Iteration 299Q: 101 clusters Score -2.122983e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143702 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77233 members 
Mstep: Class 9 contains 248626 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 171077 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 131306 members 
Mstep: Class 15 contains 35775 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59619 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32506 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27974 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5509 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10998 members 
Mstep: Class 36 contains 30890 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54334 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9863 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11741 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4372 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6944 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47618 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11942 members 
Mstep: Class 61 contains 12613 members 
Mstep: Class 62 contains 3422 members 
Mstep: Class 63 contains 8611 members 
Mstep: Class 64 contains 5633 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7478 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4652 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 5346 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5020 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21941 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5840 members 
Mstep: Class 79 contains 45009 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6080 members 
Mstep: Class 86 contains 6733 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9884 members 
Mstep: Class 91 contains 2972 members 
Mstep: Class 92 contains 5528 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5424 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298304.000000 Penalty: 359308.937500
Iteration 300F: 101 clusters Score -2.122983e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77235 members 
Mstep: Class 9 contains 248625 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171071 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 59618 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32501 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27974 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30719 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10997 members 
Mstep: Class 36 contains 30887 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10333 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54333 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5794 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9863 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11742 members 
Mstep: Class 50 contains 20602 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6947 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3705 members 
Mstep: Class 60 contains 11942 members 
Mstep: Class 61 contains 12612 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8612 members 
Mstep: Class 64 contains 5635 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7478 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 5344 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21943 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5839 members 
Mstep: Class 79 contains 45008 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6079 members 
Mstep: Class 86 contains 6736 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9898 members 
Mstep: Class 91 contains 2966 members 
Mstep: Class 92 contains 5522 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6236 members 
Mstep: Class 96 contains 5428 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298448.000000 Penalty: 359308.937500
Iteration 301Q: 101 clusters Score -2.122984e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 14014 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77235 members 
Mstep: Class 9 contains 248626 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171071 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 59617 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32500 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27973 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30718 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10995 members 
Mstep: Class 36 contains 30884 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54334 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9863 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11742 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6949 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11943 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8608 members 
Mstep: Class 64 contains 5636 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7482 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7525 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21946 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5841 members 
Mstep: Class 79 contains 45006 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13383 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6080 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9907 members 
Mstep: Class 91 contains 2959 members 
Mstep: Class 92 contains 5519 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6236 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3181 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298512.000000 Penalty: 359308.937500
Iteration 302Q: 101 clusters Score -2.122985e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77235 members 
Mstep: Class 9 contains 248624 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171067 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 59614 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32496 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27971 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30718 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10995 members 
Mstep: Class 36 contains 30885 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 54336 members 
Mstep: Class 44 contains 38310 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9864 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11743 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6950 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5636 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7481 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5349 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5019 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21948 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5842 members 
Mstep: Class 79 contains 45005 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13381 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6081 members 
Mstep: Class 86 contains 6738 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9922 members 
Mstep: Class 91 contains 2954 members 
Mstep: Class 92 contains 5517 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6236 members 
Mstep: Class 96 contains 5432 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3180 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298592.000000 Penalty: 359308.937500
Iteration 303Q: 101 clusters Score -2.122986e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30996 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77234 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171059 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35776 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 59613 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32489 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27968 members 
Mstep: Class 27 contains 3328 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 30718 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10995 members 
Mstep: Class 36 contains 30879 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10329 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 54335 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9865 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6956 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3709 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8603 members 
Mstep: Class 64 contains 5640 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7479 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5348 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21951 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5844 members 
Mstep: Class 79 contains 45005 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13378 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6084 members 
Mstep: Class 86 contains 6740 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9937 members 
Mstep: Class 91 contains 2945 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6236 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3179 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298640.000000 Penalty: 359308.937500
Iteration 304Q: 101 clusters Score -2.122986e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77234 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171055 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35776 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59613 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32489 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27968 members 
Mstep: Class 27 contains 3328 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30717 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30877 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10329 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 54334 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9866 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4373 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6960 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3709 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3421 members 
Mstep: Class 63 contains 8604 members 
Mstep: Class 64 contains 5642 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7481 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 5349 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5026 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21951 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5843 members 
Mstep: Class 79 contains 45004 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13379 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6085 members 
Mstep: Class 86 contains 6738 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9949 members 
Mstep: Class 91 contains 2942 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50690 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1533 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298608.000000 Penalty: 359308.937500
Iteration 305Q: 101 clusters Score -2.122986e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 14010 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77234 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171057 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35775 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59612 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32485 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27968 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30719 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30879 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10329 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 54334 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9867 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11746 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6962 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3422 members 
Mstep: Class 63 contains 8603 members 
Mstep: Class 64 contains 5642 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7480 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 5347 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21952 members 
Mstep: Class 77 contains 1943 members 
Mstep: Class 78 contains 5843 members 
Mstep: Class 79 contains 45002 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13377 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6085 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9958 members 
Mstep: Class 91 contains 2945 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1534 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298528.000000 Penalty: 359308.937500
Iteration 306Q: 101 clusters Score -2.122985e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 14010 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77234 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171061 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35775 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59609 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32482 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27967 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30880 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10328 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 54331 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9868 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11747 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6964 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3725 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11944 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8602 members 
Mstep: Class 64 contains 5642 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7478 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4653 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 5346 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21953 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5845 members 
Mstep: Class 79 contains 45000 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2279 members 
Mstep: Class 83 contains 13376 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6086 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9957 members 
Mstep: Class 91 contains 2951 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50689 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1536 members 
Mstep: Class 98 contains 3179 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298352.000000 Penalty: 359308.937500
Iteration 307Q: 101 clusters Score -2.122984e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77233 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171062 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35775 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 59609 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32476 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27966 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30722 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30878 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10328 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 54329 members 
Mstep: Class 44 contains 38309 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9865 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6970 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3726 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11943 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8602 members 
Mstep: Class 64 contains 5642 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7481 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4654 members 
Mstep: Class 69 contains 7520 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21955 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5847 members 
Mstep: Class 79 contains 45000 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13375 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6088 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9963 members 
Mstep: Class 91 contains 2953 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1536 members 
Mstep: Class 98 contains 3179 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298272.000000 Penalty: 359308.937500
Iteration 308Q: 101 clusters Score -2.122983e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77232 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171059 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35773 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 59609 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32476 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27966 members 
Mstep: Class 27 contains 3317 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30722 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10328 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 54324 members 
Mstep: Class 44 contains 38308 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41753 members 
Mstep: Class 47 contains 9863 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11744 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6971 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3726 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11943 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8604 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7484 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4655 members 
Mstep: Class 69 contains 7519 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21956 members 
Mstep: Class 77 contains 1942 members 
Mstep: Class 78 contains 5848 members 
Mstep: Class 79 contains 44997 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13375 members 
Mstep: Class 84 contains 1713 members 
Mstep: Class 85 contains 6093 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9968 members 
Mstep: Class 91 contains 2954 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50688 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1537 members 
Mstep: Class 98 contains 3179 members 
Mstep: Class 99 contains 1595 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298384.000000 Penalty: 359308.937500
Iteration 309Q: 101 clusters Score -2.122984e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63464 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77233 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171054 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131309 members 
Mstep: Class 15 contains 35773 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 59609 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32477 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27966 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30722 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30872 members 
Mstep: Class 37 contains 29111 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10328 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 54321 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6973 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3727 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 11943 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8604 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7486 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4654 members 
Mstep: Class 69 contains 7519 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21957 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5849 members 
Mstep: Class 79 contains 44995 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13374 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6099 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9972 members 
Mstep: Class 91 contains 2951 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1538 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298400.000000 Penalty: 359308.937500
Iteration 310Q: 101 clusters Score -2.122984e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30995 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77237 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 171050 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35773 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32469 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30872 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10327 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6433 members 
Mstep: Class 43 contains 54320 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11748 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16393 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6976 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3729 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11943 members 
Mstep: Class 61 contains 12611 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7486 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4654 members 
Mstep: Class 69 contains 7517 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17599 members 
Mstep: Class 76 contains 21959 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5849 members 
Mstep: Class 79 contains 44993 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13374 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6102 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9975 members 
Mstep: Class 91 contains 2950 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50686 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1539 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298480.000000 Penalty: 359308.937500
Iteration 311Q: 101 clusters Score -2.122985e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77238 members 
Mstep: Class 9 contains 248626 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 3463 members 
Mstep: Class 12 contains 171044 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35774 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32465 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30872 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16855 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10326 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6433 members 
Mstep: Class 43 contains 54320 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11749 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16392 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6976 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47615 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11942 members 
Mstep: Class 61 contains 12611 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7478 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4655 members 
Mstep: Class 69 contains 7521 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17600 members 
Mstep: Class 76 contains 21962 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5849 members 
Mstep: Class 79 contains 44992 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13374 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9980 members 
Mstep: Class 91 contains 2952 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1541 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298448.000000 Penalty: 359308.937500
Iteration 312Q: 101 clusters Score -2.122984e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30994 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77238 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171041 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35776 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32462 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30873 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54319 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16391 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11941 members 
Mstep: Class 61 contains 12611 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8604 members 
Mstep: Class 64 contains 5641 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7480 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4654 members 
Mstep: Class 69 contains 7522 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17601 members 
Mstep: Class 76 contains 21963 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5850 members 
Mstep: Class 79 contains 44989 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13374 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9985 members 
Mstep: Class 91 contains 2952 members 
Mstep: Class 92 contains 5513 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1543 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298496.000000 Penalty: 359308.937500
Iteration 313Q: 101 clusters Score -2.122985e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77242 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171037 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131307 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32460 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30720 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30872 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54319 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16390 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11937 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5640 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7483 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4654 members 
Mstep: Class 69 contains 7523 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5024 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17604 members 
Mstep: Class 76 contains 21964 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5849 members 
Mstep: Class 79 contains 44988 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13374 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9988 members 
Mstep: Class 91 contains 2950 members 
Mstep: Class 92 contains 5514 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298512.000000 Penalty: 359308.937500
Iteration 314Q: 101 clusters Score -2.122985e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77245 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171037 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35779 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7859 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32460 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10994 members 
Mstep: Class 36 contains 30872 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54318 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11934 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7483 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4655 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21965 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5847 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13373 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9990 members 
Mstep: Class 91 contains 2947 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5431 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298656.000000 Penalty: 359308.937500
Iteration 315Q: 101 clusters Score -2.122987e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77245 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171037 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35780 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32463 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30722 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10994 members 
Mstep: Class 36 contains 30872 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54317 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6978 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47616 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11934 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7484 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4656 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21965 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5844 members 
Mstep: Class 79 contains 44985 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9993 members 
Mstep: Class 91 contains 2943 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298656.000000 Penalty: 359308.937500
Iteration 316Q: 101 clusters Score -2.122987e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77244 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171038 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35781 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8034 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32462 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15022 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30873 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54316 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5792 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3707 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12610 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4656 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21965 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5846 members 
Mstep: Class 79 contains 44985 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9996 members 
Mstep: Class 91 contains 2939 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298624.000000 Penalty: 359308.937500
Iteration 317Q: 101 clusters Score -2.122986e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171038 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8036 members 
Mstep: Class 19 contains 59610 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32465 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30874 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54315 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7484 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21965 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5846 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6105 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9999 members 
Mstep: Class 91 contains 2936 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298720.000000 Penalty: 359308.937500
Iteration 318Q: 101 clusters Score -2.122987e+08 nChanged 8
Entering ConstructFrom: 
Score: -212298720.000000 Penalty: 359308.937500
Entering ConstructFrom: 
Trying to split cluster 1 (143704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Entering Unmasked Estep 
Score: -16554545.000000 Penalty: 2945.126709
	Iteration 0F: 2 clusters Score -1.655454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -16457968.000000 Penalty: 5890.253418
	Iteration 0F: 3 clusters Score -1.645797e+07 nChanged 68886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -16497607.000000 Penalty: 5890.253418
	Iteration 1F: 3 clusters Score -1.649761e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -16498749.000000 Penalty: 5890.253418
	Iteration 2Q: 3 clusters Score -1.649875e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -16499904.000000 Penalty: 5890.253418
	Iteration 3Q: 3 clusters Score -1.64999e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -16501670.000000 Penalty: 5890.253418
	Iteration 4Q: 3 clusters Score -1.650167e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -16504257.000000 Penalty: 5890.253418
	Iteration 5Q: 3 clusters Score -1.650426e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -16508049.000000 Penalty: 5890.253418
	Iteration 6F: 3 clusters Score -1.650805e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -16513351.000000 Penalty: 5890.253418
	Iteration 7F: 3 clusters Score -1.651335e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -16520002.000000 Penalty: 5890.253418
	Iteration 8F: 3 clusters Score -1.652e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -16527358.000000 Penalty: 5890.253418
	Iteration 9F: 3 clusters Score -1.652736e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -16534836.000000 Penalty: 5890.253418
	Iteration 10F: 3 clusters Score -1.653484e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -16541182.000000 Penalty: 5890.253418
	Iteration 11F: 3 clusters Score -1.654118e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -16545785.000000 Penalty: 5890.253418
	Iteration 12Q: 3 clusters Score -1.654578e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 137593 members 
Entering Unmasked Estep 
Score: -16548614.000000 Penalty: 5890.253418
	Iteration 13Q: 3 clusters Score -1.654861e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 139331 members 
Entering Unmasked Estep 
Score: -16550299.000000 Penalty: 5890.253418
	Iteration 14Q: 3 clusters Score -1.65503e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 140223 members 
Entering Unmasked Estep 
Score: -16551186.000000 Penalty: 5890.253418
	Iteration 15Q: 3 clusters Score -1.655119e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 140713 members 
Entering Unmasked Estep 
Score: -16551660.000000 Penalty: 5890.253418
	Iteration 16Q: 3 clusters Score -1.655166e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 141002 members 
Entering Unmasked Estep 
Score: -16551893.000000 Penalty: 5890.253418
	Iteration 17Q: 3 clusters Score -1.655189e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -16552018.000000 Penalty: 5890.253418
	Iteration 18Q: 3 clusters Score -1.655202e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -16552075.000000 Penalty: 5890.253418
	Iteration 19Q: 3 clusters Score -1.655208e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -16552172.000000 Penalty: 5890.253418
	Iteration 20F: 3 clusters Score -1.655217e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -16552207.000000 Penalty: 5890.253418
	Iteration 21Q: 3 clusters Score -1.655221e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -16552259.000000 Penalty: 5890.253418
	Iteration 22Q: 3 clusters Score -1.655226e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 141720 members 
Entering Unmasked Estep 
Score: -16552294.000000 Penalty: 5890.253418
	Iteration 23Q: 3 clusters Score -1.655229e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 141766 members 
Entering Unmasked Estep 
Score: -16552327.000000 Penalty: 5890.253418
	Iteration 24Q: 3 clusters Score -1.655233e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 141806 members 
Entering Unmasked Estep 
Score: -16552333.000000 Penalty: 5890.253418
	Iteration 25Q: 3 clusters Score -1.655233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -16552332.000000 Penalty: 5890.253418
	Iteration 26Q: 3 clusters Score -1.655233e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 141865 members 
Entering Unmasked Estep 
Score: -16552343.000000 Penalty: 5890.253418
	Iteration 27Q: 3 clusters Score -1.655234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 141886 members 
Entering Unmasked Estep 
Score: -16552312.000000 Penalty: 5890.253418
	Iteration 28Q: 3 clusters Score -1.655231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -16552344.000000 Penalty: 5890.253418
	Iteration 29Q: 3 clusters Score -1.655234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 141916 members 
Entering Unmasked Estep 
Score: -16552367.000000 Penalty: 5890.253418
	Iteration 30Q: 3 clusters Score -1.655237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -16552368.000000 Penalty: 5890.253418
	Iteration 31Q: 3 clusters Score -1.655237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -16552373.000000 Penalty: 5890.253418
	Iteration 32Q: 3 clusters Score -1.655237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 141956 members 
Entering Unmasked Estep 
Score: -16552377.000000 Penalty: 5890.253418
	Iteration 33Q: 3 clusters Score -1.655238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 141967 members 
Entering Unmasked Estep 
Score: -16552379.000000 Penalty: 5890.253418
	Iteration 34Q: 3 clusters Score -1.655238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 141969 members 
Entering Unmasked Estep 
Score: -16552385.000000 Penalty: 5890.253418
	Iteration 35Q: 3 clusters Score -1.655238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 141975 members 
Entering Unmasked Estep 
Score: -16552372.000000 Penalty: 5890.253418
	Iteration 36Q: 3 clusters Score -1.655237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
Score: -16552380.000000 Penalty: 5890.253418
	Iteration 37Q: 3 clusters Score -1.655238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 141985 members 
Entering Unmasked Estep 
Score: -16552380.000000 Penalty: 5890.253418
	Iteration 38Q: 3 clusters Score -1.655238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 141989 members 
Entering Unmasked Estep 
Score: -16552390.000000 Penalty: 5890.253418
	Iteration 39Q: 3 clusters Score -1.655239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 141992 members 
Entering Unmasked Estep 
Score: -16552386.000000 Penalty: 5890.253418
	Iteration 40F: 3 clusters Score -1.655239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -16552387.000000 Penalty: 5890.253418
	Iteration 41Q: 3 clusters Score -1.655239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -16552398.000000 Penalty: 5890.253418
	Iteration 42Q: 3 clusters Score -1.65524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 142003 members 
Entering Unmasked Estep 
Score: -16552404.000000 Penalty: 5890.253418
	Iteration 43Q: 3 clusters Score -1.65524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 142004 members 
Entering Unmasked Estep 
Score: -16552404.000000 Penalty: 5890.253418
	Iteration 44Q: 3 clusters Score -1.65524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -16552403.000000 Penalty: 5890.253418
	Iteration 45Q: 3 clusters Score -1.65524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -16552394.000000 Penalty: 5890.253418
	Iteration 46Q: 3 clusters Score -1.655239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -16552394.000000 Penalty: 5890.253418
	Iteration 47F: 3 clusters Score -1.655239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1073041.125000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1073041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1065585.000000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1065585 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1067772.750000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1067773 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1068186.875000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1068187 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1068609.750000 Penalty: 4551.787109
	Iteration 3F: 3 clusters Score -1068610 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1069103.750000 Penalty: 4551.787109
	Iteration 4F: 3 clusters Score -1069104 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1069691.625000 Penalty: 4551.787109
	Iteration 5F: 3 clusters Score -1069692 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1070303.000000 Penalty: 4551.787109
	Iteration 6F: 3 clusters Score -1070303 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1070735.375000 Penalty: 4551.787109
	Iteration 7F: 3 clusters Score -1070735 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1070928.250000 Penalty: 4551.787109
	Iteration 8Q: 3 clusters Score -1070928 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1071030.750000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1071031 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1071099.500000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1071100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1071132.750000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1071133 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1071161.375000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1071161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1071175.500000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1071176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1071188.375000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1071188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1071198.250000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1071198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1071202.000000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1071202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1071206.125000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1071206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1071209.375000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1071209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1071211.250000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1071211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1071214.250000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1071214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1071213.750000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1071214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1071214.625000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1071215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1071214.625000 Penalty: 4551.787109
	Iteration 23F: 3 clusters Score -1071215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Entering Unmasked Estep 
Score: -3569897.750000 Penalty: 2564.687988
	Iteration 0F: 2 clusters Score -3569898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3548734.500000 Penalty: 5129.375977
	Iteration 0F: 3 clusters Score -3548734 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3556311.750000 Penalty: 5129.375977
	Iteration 1F: 3 clusters Score -3556312 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3556866.000000 Penalty: 5129.375977
	Iteration 2Q: 3 clusters Score -3556866 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3557454.500000 Penalty: 5129.375977
	Iteration 3Q: 3 clusters Score -3557454 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3558119.500000 Penalty: 5129.375977
	Iteration 4Q: 3 clusters Score -3558120 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3558951.750000 Penalty: 5129.375977
	Iteration 5F: 3 clusters Score -3558952 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3560040.500000 Penalty: 5129.375977
	Iteration 6F: 3 clusters Score -3560040 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3561232.500000 Penalty: 5129.375977
	Iteration 7F: 3 clusters Score -3561232 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3562212.750000 Penalty: 5129.375977
	Iteration 8F: 3 clusters Score -3562213 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3563096.250000 Penalty: 5129.375977
	Iteration 9Q: 3 clusters Score -3563096 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3563817.500000 Penalty: 5129.375977
	Iteration 10Q: 3 clusters Score -3563818 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3564428.750000 Penalty: 5129.375977
	Iteration 11Q: 3 clusters Score -3564429 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3564979.000000 Penalty: 5129.375977
	Iteration 12Q: 3 clusters Score -3564979 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3565354.250000 Penalty: 5129.375977
	Iteration 13Q: 3 clusters Score -3565354 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3565667.750000 Penalty: 5129.375977
	Iteration 14Q: 3 clusters Score -3565668 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3565890.500000 Penalty: 5129.375977
	Iteration 15Q: 3 clusters Score -3565890 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3566016.250000 Penalty: 5129.375977
	Iteration 16Q: 3 clusters Score -3566016 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3566098.250000 Penalty: 5129.375977
	Iteration 17Q: 3 clusters Score -3566098 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3566149.000000 Penalty: 5129.375977
	Iteration 18Q: 3 clusters Score -3566149 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3566199.000000 Penalty: 5129.375977
	Iteration 19Q: 3 clusters Score -3566199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3566252.500000 Penalty: 5129.375977
	Iteration 20F: 3 clusters Score -3566252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3566281.250000 Penalty: 5129.375977
	Iteration 21Q: 3 clusters Score -3566281 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3566311.500000 Penalty: 5129.375977
	Iteration 22Q: 3 clusters Score -3566312 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3566351.750000 Penalty: 5129.375977
	Iteration 23Q: 3 clusters Score -3566352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3566381.250000 Penalty: 5129.375977
	Iteration 24Q: 3 clusters Score -3566381 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3566432.250000 Penalty: 5129.375977
	Iteration 25Q: 3 clusters Score -3566432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3566469.750000 Penalty: 5129.375977
	Iteration 26Q: 3 clusters Score -3566470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3566509.000000 Penalty: 5129.375977
	Iteration 27Q: 3 clusters Score -3566509 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3566546.250000 Penalty: 5129.375977
	Iteration 28Q: 3 clusters Score -3566546 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3566577.000000 Penalty: 5129.375977
	Iteration 29Q: 3 clusters Score -3566577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3566617.500000 Penalty: 5129.375977
	Iteration 30Q: 3 clusters Score -3566618 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3566646.500000 Penalty: 5129.375977
	Iteration 31Q: 3 clusters Score -3566646 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3566700.500000 Penalty: 5129.375977
	Iteration 32Q: 3 clusters Score -3566700 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3566756.500000 Penalty: 5129.375977
	Iteration 33Q: 3 clusters Score -3566756 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3566831.750000 Penalty: 5129.375977
	Iteration 34Q: 3 clusters Score -3566832 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3566916.250000 Penalty: 5129.375977
	Iteration 35Q: 3 clusters Score -3566916 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3566977.750000 Penalty: 5129.375977
	Iteration 36Q: 3 clusters Score -3566978 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3567041.750000 Penalty: 5129.375977
	Iteration 37Q: 3 clusters Score -3567042 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3567102.000000 Penalty: 5129.375977
	Iteration 38Q: 3 clusters Score -3567102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3567154.750000 Penalty: 5129.375977
	Iteration 39Q: 3 clusters Score -3567155 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3567210.750000 Penalty: 5129.375977
	Iteration 40F: 3 clusters Score -3567211 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3567261.750000 Penalty: 5129.375977
	Iteration 41Q: 3 clusters Score -3567262 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3567335.500000 Penalty: 5129.375977
	Iteration 42Q: 3 clusters Score -3567336 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3567366.750000 Penalty: 5129.375977
	Iteration 43Q: 3 clusters Score -3567367 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3567405.250000 Penalty: 5129.375977
	Iteration 44Q: 3 clusters Score -3567405 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3567440.250000 Penalty: 5129.375977
	Iteration 45Q: 3 clusters Score -3567440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3567480.250000 Penalty: 5129.375977
	Iteration 46Q: 3 clusters Score -3567480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3567514.750000 Penalty: 5129.375977
	Iteration 47Q: 3 clusters Score -3567515 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3567552.000000 Penalty: 5129.375977
	Iteration 48Q: 3 clusters Score -3567552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3567588.000000 Penalty: 5129.375977
	Iteration 49Q: 3 clusters Score -3567588 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3567599.000000 Penalty: 5129.375977
	Iteration 50Q: 3 clusters Score -3567599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3567613.000000 Penalty: 5129.375977
	Iteration 51Q: 3 clusters Score -3567613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3567639.500000 Penalty: 5129.375977
	Iteration 52Q: 3 clusters Score -3567640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3567661.000000 Penalty: 5129.375977
	Iteration 53Q: 3 clusters Score -3567661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3567668.750000 Penalty: 5129.375977
	Iteration 54Q: 3 clusters Score -3567669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3567681.500000 Penalty: 5129.375977
	Iteration 55Q: 3 clusters Score -3567682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3567687.500000 Penalty: 5129.375977
	Iteration 56Q: 3 clusters Score -3567688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3567703.000000 Penalty: 5129.375977
	Iteration 57Q: 3 clusters Score -3567703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3567711.750000 Penalty: 5129.375977
	Iteration 58Q: 3 clusters Score -3567712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3567730.500000 Penalty: 5129.375977
	Iteration 59Q: 3 clusters Score -3567730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3567722.750000 Penalty: 5129.375977
	Iteration 60F: 3 clusters Score -3567723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3567725.000000 Penalty: 5129.375977
	Iteration 61Q: 3 clusters Score -3567725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3567741.250000 Penalty: 5129.375977
	Iteration 62Q: 3 clusters Score -3567741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3567769.500000 Penalty: 5129.375977
	Iteration 63Q: 3 clusters Score -3567770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3567780.250000 Penalty: 5129.375977
	Iteration 64Q: 3 clusters Score -3567780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3567787.500000 Penalty: 5129.375977
	Iteration 65Q: 3 clusters Score -3567788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3567796.000000 Penalty: 5129.375977
	Iteration 66Q: 3 clusters Score -3567796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3567804.750000 Penalty: 5129.375977
	Iteration 67Q: 3 clusters Score -3567805 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3567818.750000 Penalty: 5129.375977
	Iteration 68Q: 3 clusters Score -3567819 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3567844.500000 Penalty: 5129.375977
	Iteration 69Q: 3 clusters Score -3567844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3567840.250000 Penalty: 5129.375977
	Iteration 70Q: 3 clusters Score -3567840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3567848.250000 Penalty: 5129.375977
	Iteration 71Q: 3 clusters Score -3567848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3567854.250000 Penalty: 5129.375977
	Iteration 72Q: 3 clusters Score -3567854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3567864.500000 Penalty: 5129.375977
	Iteration 73Q: 3 clusters Score -3567864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3567862.000000 Penalty: 5129.375977
	Iteration 74Q: 3 clusters Score -3567862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3567859.750000 Penalty: 5129.375977
	Iteration 75Q: 3 clusters Score -3567860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3567863.500000 Penalty: 5129.375977
	Iteration 76Q: 3 clusters Score -3567864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3567870.250000 Penalty: 5129.375977
	Iteration 77Q: 3 clusters Score -3567870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3567872.750000 Penalty: 5129.375977
	Iteration 78Q: 3 clusters Score -3567873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3567876.500000 Penalty: 5129.375977
	Iteration 79Q: 3 clusters Score -3567876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3567878.000000 Penalty: 5129.375977
	Iteration 80F: 3 clusters Score -3567878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3567883.000000 Penalty: 5129.375977
	Iteration 81Q: 3 clusters Score -3567883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3567873.750000 Penalty: 5129.375977
	Iteration 82Q: 3 clusters Score -3567874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3567870.250000 Penalty: 5129.375977
	Iteration 83Q: 3 clusters Score -3567870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3567871.250000 Penalty: 5129.375977
	Iteration 84Q: 3 clusters Score -3567871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3567877.250000 Penalty: 5129.375977
	Iteration 85Q: 3 clusters Score -3567877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3567877.000000 Penalty: 5129.375977
	Iteration 86Q: 3 clusters Score -3567877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3567869.750000 Penalty: 5129.375977
	Iteration 87Q: 3 clusters Score -3567870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3567872.750000 Penalty: 5129.375977
	Iteration 88Q: 3 clusters Score -3567873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3567877.500000 Penalty: 5129.375977
	Iteration 89Q: 3 clusters Score -3567878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3567876.000000 Penalty: 5129.375977
	Iteration 90Q: 3 clusters Score -3567876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3567874.500000 Penalty: 5129.375977
	Iteration 91Q: 3 clusters Score -3567874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3567871.000000 Penalty: 5129.375977
	Iteration 92Q: 3 clusters Score -3567871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3567870.250000 Penalty: 5129.375977
	Iteration 93Q: 3 clusters Score -3567870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3567870.000000 Penalty: 5129.375977
	Iteration 94Q: 3 clusters Score -3567870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3567869.000000 Penalty: 5129.375977
	Iteration 95Q: 3 clusters Score -3567869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3567867.750000 Penalty: 5129.375977
	Iteration 96Q: 3 clusters Score -3567868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3567870.500000 Penalty: 5129.375977
	Iteration 97Q: 3 clusters Score -3567870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3567865.750000 Penalty: 5129.375977
	Iteration 98Q: 3 clusters Score -3567866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3567863.250000 Penalty: 5129.375977
	Iteration 99Q: 3 clusters Score -3567863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3567862.750000 Penalty: 5129.375977
	Iteration 100F: 3 clusters Score -3567863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3567859.750000 Penalty: 5129.375977
	Iteration 101Q: 3 clusters Score -3567860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3567865.000000 Penalty: 5129.375977
	Iteration 102Q: 3 clusters Score -3567865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3567866.500000 Penalty: 5129.375977
	Iteration 103Q: 3 clusters Score -3567866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3567868.000000 Penalty: 5129.375977
	Iteration 104Q: 3 clusters Score -3567868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3567876.250000 Penalty: 5129.375977
	Iteration 105Q: 3 clusters Score -3567876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3567874.750000 Penalty: 5129.375977
	Iteration 106Q: 3 clusters Score -3567875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3567881.500000 Penalty: 5129.375977
	Iteration 107Q: 3 clusters Score -3567882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3567879.500000 Penalty: 5129.375977
	Iteration 108Q: 3 clusters Score -3567880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3567878.500000 Penalty: 5129.375977
	Iteration 109Q: 3 clusters Score -3567878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3567882.000000 Penalty: 5129.375977
	Iteration 110Q: 3 clusters Score -3567882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3567879.500000 Penalty: 5129.375977
	Iteration 111Q: 3 clusters Score -3567880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3567880.500000 Penalty: 5129.375977
	Iteration 112Q: 3 clusters Score -3567880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3567869.750000 Penalty: 5129.375977
	Iteration 113Q: 3 clusters Score -3567870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3567879.000000 Penalty: 5129.375977
	Iteration 114Q: 3 clusters Score -3567879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3567882.500000 Penalty: 5129.375977
	Iteration 115Q: 3 clusters Score -3567882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3567885.000000 Penalty: 5129.375977
	Iteration 116Q: 3 clusters Score -3567885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3567884.250000 Penalty: 5129.375977
	Iteration 117Q: 3 clusters Score -3567884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3567883.500000 Penalty: 5129.375977
	Iteration 118Q: 3 clusters Score -3567884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3567882.250000 Penalty: 5129.375977
	Iteration 119Q: 3 clusters Score -3567882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3567886.000000 Penalty: 5129.375977
	Iteration 120F: 3 clusters Score -3567886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3567885.750000 Penalty: 5129.375977
	Iteration 121Q: 3 clusters Score -3567886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3567888.000000 Penalty: 5129.375977
	Iteration 122Q: 3 clusters Score -3567888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3567884.500000 Penalty: 5129.375977
	Iteration 123Q: 3 clusters Score -3567884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3567886.750000 Penalty: 5129.375977
	Iteration 124Q: 3 clusters Score -3567887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3567886.750000 Penalty: 5129.375977
	Iteration 125F: 3 clusters Score -3567887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -1268350.750000 Penalty: 2325.127930
	Iteration 0F: 2 clusters Score -1268351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1259542.250000 Penalty: 4650.255859
	Iteration 0F: 3 clusters Score -1259542 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1262309.125000 Penalty: 4650.255859
	Iteration 1F: 3 clusters Score -1262309 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1262681.000000 Penalty: 4650.255859
	Iteration 2F: 3 clusters Score -1262681 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1262953.875000 Penalty: 4650.255859
	Iteration 3Q: 3 clusters Score -1262954 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1263224.375000 Penalty: 4650.255859
	Iteration 4Q: 3 clusters Score -1263224 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1263514.375000 Penalty: 4650.255859
	Iteration 5Q: 3 clusters Score -1263514 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1263880.750000 Penalty: 4650.255859
	Iteration 6Q: 3 clusters Score -1263881 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1264296.125000 Penalty: 4650.255859
	Iteration 7F: 3 clusters Score -1264296 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1264656.875000 Penalty: 4650.255859
	Iteration 8Q: 3 clusters Score -1264657 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1264987.000000 Penalty: 4650.255859
	Iteration 9Q: 3 clusters Score -1264987 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1265309.625000 Penalty: 4650.255859
	Iteration 10Q: 3 clusters Score -1265310 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1265572.250000 Penalty: 4650.255859
	Iteration 11Q: 3 clusters Score -1265572 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1265774.625000 Penalty: 4650.255859
	Iteration 12Q: 3 clusters Score -1265775 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1265945.750000 Penalty: 4650.255859
	Iteration 13Q: 3 clusters Score -1265946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1266056.250000 Penalty: 4650.255859
	Iteration 14Q: 3 clusters Score -1266056 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1266146.250000 Penalty: 4650.255859
	Iteration 15Q: 3 clusters Score -1266146 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1266221.875000 Penalty: 4650.255859
	Iteration 16Q: 3 clusters Score -1266222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1266280.125000 Penalty: 4650.255859
	Iteration 17Q: 3 clusters Score -1266280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1266332.250000 Penalty: 4650.255859
	Iteration 18Q: 3 clusters Score -1266332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1266366.000000 Penalty: 4650.255859
	Iteration 19Q: 3 clusters Score -1266366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1266405.000000 Penalty: 4650.255859
	Iteration 20F: 3 clusters Score -1266405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1266451.250000 Penalty: 4650.255859
	Iteration 21Q: 3 clusters Score -1266451 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1266500.625000 Penalty: 4650.255859
	Iteration 22Q: 3 clusters Score -1266501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1266555.000000 Penalty: 4650.255859
	Iteration 23Q: 3 clusters Score -1266555 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1266614.125000 Penalty: 4650.255859
	Iteration 24Q: 3 clusters Score -1266614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1266668.250000 Penalty: 4650.255859
	Iteration 25Q: 3 clusters Score -1266668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1266713.125000 Penalty: 4650.255859
	Iteration 26Q: 3 clusters Score -1266713 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1266753.375000 Penalty: 4650.255859
	Iteration 27Q: 3 clusters Score -1266753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1266799.625000 Penalty: 4650.255859
	Iteration 28Q: 3 clusters Score -1266800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1266841.625000 Penalty: 4650.255859
	Iteration 29Q: 3 clusters Score -1266842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1266890.250000 Penalty: 4650.255859
	Iteration 30Q: 3 clusters Score -1266890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1266929.625000 Penalty: 4650.255859
	Iteration 31Q: 3 clusters Score -1266930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1266961.750000 Penalty: 4650.255859
	Iteration 32Q: 3 clusters Score -1266962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1266986.000000 Penalty: 4650.255859
	Iteration 33Q: 3 clusters Score -1266986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1267018.125000 Penalty: 4650.255859
	Iteration 34Q: 3 clusters Score -1267018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1267052.250000 Penalty: 4650.255859
	Iteration 35Q: 3 clusters Score -1267052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1267071.375000 Penalty: 4650.255859
	Iteration 36Q: 3 clusters Score -1267071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1267084.625000 Penalty: 4650.255859
	Iteration 37Q: 3 clusters Score -1267085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1267102.125000 Penalty: 4650.255859
	Iteration 38Q: 3 clusters Score -1267102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1267116.625000 Penalty: 4650.255859
	Iteration 39Q: 3 clusters Score -1267117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1267128.500000 Penalty: 4650.255859
	Iteration 40F: 3 clusters Score -1267128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1267135.125000 Penalty: 4650.255859
	Iteration 41Q: 3 clusters Score -1267135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1267142.750000 Penalty: 4650.255859
	Iteration 42Q: 3 clusters Score -1267143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1267152.000000 Penalty: 4650.255859
	Iteration 43Q: 3 clusters Score -1267152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1267153.625000 Penalty: 4650.255859
	Iteration 44Q: 3 clusters Score -1267154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1267154.500000 Penalty: 4650.255859
	Iteration 45Q: 3 clusters Score -1267154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1267159.625000 Penalty: 4650.255859
	Iteration 46Q: 3 clusters Score -1267160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1267164.625000 Penalty: 4650.255859
	Iteration 47Q: 3 clusters Score -1267165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1267168.000000 Penalty: 4650.255859
	Iteration 48Q: 3 clusters Score -1267168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1267173.000000 Penalty: 4650.255859
	Iteration 49Q: 3 clusters Score -1267173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1267174.875000 Penalty: 4650.255859
	Iteration 50Q: 3 clusters Score -1267175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1267174.125000 Penalty: 4650.255859
	Iteration 51Q: 3 clusters Score -1267174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1267174.875000 Penalty: 4650.255859
	Iteration 52Q: 3 clusters Score -1267175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1267173.750000 Penalty: 4650.255859
	Iteration 53Q: 3 clusters Score -1267174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1267175.500000 Penalty: 4650.255859
	Iteration 54Q: 3 clusters Score -1267176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1267176.125000 Penalty: 4650.255859
	Iteration 55Q: 3 clusters Score -1267176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1267180.750000 Penalty: 4650.255859
	Iteration 56Q: 3 clusters Score -1267181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1267181.625000 Penalty: 4650.255859
	Iteration 57Q: 3 clusters Score -1267182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1267184.375000 Penalty: 4650.255859
	Iteration 58Q: 3 clusters Score -1267184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1267185.625000 Penalty: 4650.255859
	Iteration 59Q: 3 clusters Score -1267186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1267184.500000 Penalty: 4650.255859
	Iteration 60F: 3 clusters Score -1267184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1267187.375000 Penalty: 4650.255859
	Iteration 61Q: 3 clusters Score -1267187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1267188.375000 Penalty: 4650.255859
	Iteration 62Q: 3 clusters Score -1267188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1267191.875000 Penalty: 4650.255859
	Iteration 63Q: 3 clusters Score -1267192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1267195.625000 Penalty: 4650.255859
	Iteration 64Q: 3 clusters Score -1267196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1267197.250000 Penalty: 4650.255859
	Iteration 65Q: 3 clusters Score -1267197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1267196.500000 Penalty: 4650.255859
	Iteration 66Q: 3 clusters Score -1267196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1267197.750000 Penalty: 4650.255859
	Iteration 67Q: 3 clusters Score -1267198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1267197.875000 Penalty: 4650.255859
	Iteration 68Q: 3 clusters Score -1267198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1267198.125000 Penalty: 4650.255859
	Iteration 69Q: 3 clusters Score -1267198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1267198.125000 Penalty: 4650.255859
	Iteration 70F: 3 clusters Score -1267198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Entering Unmasked Estep 
Score: -1633260.875000 Penalty: 2367.839844
	Iteration 0F: 2 clusters Score -1633261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1623015.500000 Penalty: 4735.679688
	Iteration 0F: 3 clusters Score -1623016 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1626440.250000 Penalty: 4735.679688
	Iteration 1F: 3 clusters Score -1626440 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1626998.875000 Penalty: 4735.679688
	Iteration 2F: 3 clusters Score -1626999 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1627564.875000 Penalty: 4735.679688
	Iteration 3F: 3 clusters Score -1627565 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1628124.500000 Penalty: 4735.679688
	Iteration 4F: 3 clusters Score -1628124 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1628702.125000 Penalty: 4735.679688
	Iteration 5F: 3 clusters Score -1628702 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1629201.375000 Penalty: 4735.679688
	Iteration 6F: 3 clusters Score -1629201 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1629655.625000 Penalty: 4735.679688
	Iteration 7Q: 3 clusters Score -1629656 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1630028.625000 Penalty: 4735.679688
	Iteration 8Q: 3 clusters Score -1630029 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1630383.000000 Penalty: 4735.679688
	Iteration 9Q: 3 clusters Score -1630383 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1630634.625000 Penalty: 4735.679688
	Iteration 10Q: 3 clusters Score -1630635 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1630817.250000 Penalty: 4735.679688
	Iteration 11Q: 3 clusters Score -1630817 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1630945.125000 Penalty: 4735.679688
	Iteration 12Q: 3 clusters Score -1630945 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1631054.875000 Penalty: 4735.679688
	Iteration 13Q: 3 clusters Score -1631055 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1631165.875000 Penalty: 4735.679688
	Iteration 14Q: 3 clusters Score -1631166 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1631297.875000 Penalty: 4735.679688
	Iteration 15Q: 3 clusters Score -1631298 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1631448.750000 Penalty: 4735.679688
	Iteration 16Q: 3 clusters Score -1631449 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1631606.375000 Penalty: 4735.679688
	Iteration 17Q: 3 clusters Score -1631606 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1631749.125000 Penalty: 4735.679688
	Iteration 18Q: 3 clusters Score -1631749 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1631871.625000 Penalty: 4735.679688
	Iteration 19Q: 3 clusters Score -1631872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1631973.500000 Penalty: 4735.679688
	Iteration 20F: 3 clusters Score -1631974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1632051.250000 Penalty: 4735.679688
	Iteration 21Q: 3 clusters Score -1632051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1632074.500000 Penalty: 4735.679688
	Iteration 22Q: 3 clusters Score -1632074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1632098.250000 Penalty: 4735.679688
	Iteration 23Q: 3 clusters Score -1632098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1632108.750000 Penalty: 4735.679688
	Iteration 24Q: 3 clusters Score -1632109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1632116.375000 Penalty: 4735.679688
	Iteration 25Q: 3 clusters Score -1632116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1632121.875000 Penalty: 4735.679688
	Iteration 26Q: 3 clusters Score -1632122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1632131.375000 Penalty: 4735.679688
	Iteration 27Q: 3 clusters Score -1632131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1632131.875000 Penalty: 4735.679688
	Iteration 28Q: 3 clusters Score -1632132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1632135.500000 Penalty: 4735.679688
	Iteration 29Q: 3 clusters Score -1632136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1632134.250000 Penalty: 4735.679688
	Iteration 30Q: 3 clusters Score -1632134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1632135.625000 Penalty: 4735.679688
	Iteration 31Q: 3 clusters Score -1632136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1632138.000000 Penalty: 4735.679688
	Iteration 32Q: 3 clusters Score -1632138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1632138.500000 Penalty: 4735.679688
	Iteration 33Q: 3 clusters Score -1632138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1632138.500000 Penalty: 4735.679688
	Iteration 34F: 3 clusters Score -1632138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Entering Unmasked Estep 
Score: -7257776.000000 Penalty: 2742.432861
	Iteration 0F: 2 clusters Score -7257776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -7214922.500000 Penalty: 5484.865723
	Iteration 0F: 3 clusters Score -7214922 nChanged 29749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -7232094.000000 Penalty: 5484.865723
	Iteration 1F: 3 clusters Score -7232094 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7232903.000000 Penalty: 5484.865723
	Iteration 2Q: 3 clusters Score -7232903 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7233922.000000 Penalty: 5484.865723
	Iteration 3Q: 3 clusters Score -7233922 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -7235197.000000 Penalty: 5484.865723
	Iteration 4Q: 3 clusters Score -7235197 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7237146.500000 Penalty: 5484.865723
	Iteration 5F: 3 clusters Score -7237146 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7239670.000000 Penalty: 5484.865723
	Iteration 6F: 3 clusters Score -7239670 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7242573.500000 Penalty: 5484.865723
	Iteration 7F: 3 clusters Score -7242574 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7245233.000000 Penalty: 5484.865723
	Iteration 8F: 3 clusters Score -7245233 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -7247570.500000 Penalty: 5484.865723
	Iteration 9F: 3 clusters Score -7247570 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -7249154.500000 Penalty: 5484.865723
	Iteration 10Q: 3 clusters Score -7249154 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -7250086.000000 Penalty: 5484.865723
	Iteration 11Q: 3 clusters Score -7250086 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -7250668.000000 Penalty: 5484.865723
	Iteration 12Q: 3 clusters Score -7250668 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -7251065.000000 Penalty: 5484.865723
	Iteration 13Q: 3 clusters Score -7251065 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -7251376.500000 Penalty: 5484.865723
	Iteration 14Q: 3 clusters Score -7251376 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -7251670.500000 Penalty: 5484.865723
	Iteration 15Q: 3 clusters Score -7251670 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -7251973.500000 Penalty: 5484.865723
	Iteration 16Q: 3 clusters Score -7251974 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -7252319.000000 Penalty: 5484.865723
	Iteration 17Q: 3 clusters Score -7252319 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -7252733.000000 Penalty: 5484.865723
	Iteration 18Q: 3 clusters Score -7252733 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -7253136.500000 Penalty: 5484.865723
	Iteration 19Q: 3 clusters Score -7253136 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -7253602.500000 Penalty: 5484.865723
	Iteration 20F: 3 clusters Score -7253602 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -7254154.000000 Penalty: 5484.865723
	Iteration 21Q: 3 clusters Score -7254154 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -7254658.500000 Penalty: 5484.865723
	Iteration 22Q: 3 clusters Score -7254658 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -7255154.000000 Penalty: 5484.865723
	Iteration 23Q: 3 clusters Score -7255154 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -7255547.000000 Penalty: 5484.865723
	Iteration 24Q: 3 clusters Score -7255547 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7255912.500000 Penalty: 5484.865723
	Iteration 25Q: 3 clusters Score -7255912 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -7256183.500000 Penalty: 5484.865723
	Iteration 26Q: 3 clusters Score -7256184 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7256375.000000 Penalty: 5484.865723
	Iteration 27Q: 3 clusters Score -7256375 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7256477.000000 Penalty: 5484.865723
	Iteration 28Q: 3 clusters Score -7256477 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -7256550.000000 Penalty: 5484.865723
	Iteration 29Q: 3 clusters Score -7256550 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7256605.500000 Penalty: 5484.865723
	Iteration 30Q: 3 clusters Score -7256606 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -7256666.500000 Penalty: 5484.865723
	Iteration 31Q: 3 clusters Score -7256666 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7256699.500000 Penalty: 5484.865723
	Iteration 32Q: 3 clusters Score -7256700 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -7256751.000000 Penalty: 5484.865723
	Iteration 33Q: 3 clusters Score -7256751 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -7256790.000000 Penalty: 5484.865723
	Iteration 34Q: 3 clusters Score -7256790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7256807.500000 Penalty: 5484.865723
	Iteration 35Q: 3 clusters Score -7256808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -7256821.000000 Penalty: 5484.865723
	Iteration 36Q: 3 clusters Score -7256821 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -7256855.500000 Penalty: 5484.865723
	Iteration 37Q: 3 clusters Score -7256856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -7256870.000000 Penalty: 5484.865723
	Iteration 38Q: 3 clusters Score -7256870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7256858.000000 Penalty: 5484.865723
	Iteration 39Q: 3 clusters Score -7256858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -7256875.000000 Penalty: 5484.865723
	Iteration 40F: 3 clusters Score -7256875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7256883.000000 Penalty: 5484.865723
	Iteration 41Q: 3 clusters Score -7256883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -7256888.500000 Penalty: 5484.865723
	Iteration 42Q: 3 clusters Score -7256888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -7256897.500000 Penalty: 5484.865723
	Iteration 43Q: 3 clusters Score -7256898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7256905.000000 Penalty: 5484.865723
	Iteration 44Q: 3 clusters Score -7256905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7256902.500000 Penalty: 5484.865723
	Iteration 45Q: 3 clusters Score -7256902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -7256915.000000 Penalty: 5484.865723
	Iteration 46Q: 3 clusters Score -7256915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -7256910.500000 Penalty: 5484.865723
	Iteration 47Q: 3 clusters Score -7256910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -7256916.500000 Penalty: 5484.865723
	Iteration 48Q: 3 clusters Score -7256916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -7256904.500000 Penalty: 5484.865723
	Iteration 49Q: 3 clusters Score -7256904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -7256905.500000 Penalty: 5484.865723
	Iteration 50Q: 3 clusters Score -7256906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -7256903.500000 Penalty: 5484.865723
	Iteration 51Q: 3 clusters Score -7256904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7256892.500000 Penalty: 5484.865723
	Iteration 52Q: 3 clusters Score -7256892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7256895.500000 Penalty: 5484.865723
	Iteration 53Q: 3 clusters Score -7256896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -7256902.500000 Penalty: 5484.865723
	Iteration 54Q: 3 clusters Score -7256902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -7256922.000000 Penalty: 5484.865723
	Iteration 55Q: 3 clusters Score -7256922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7256914.500000 Penalty: 5484.865723
	Iteration 56Q: 3 clusters Score -7256914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -7256910.000000 Penalty: 5484.865723
	Iteration 57Q: 3 clusters Score -7256910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -7256910.500000 Penalty: 5484.865723
	Iteration 58Q: 3 clusters Score -7256910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7256913.500000 Penalty: 5484.865723
	Iteration 59Q: 3 clusters Score -7256914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -7256917.500000 Penalty: 5484.865723
	Iteration 60F: 3 clusters Score -7256918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -7256913.500000 Penalty: 5484.865723
	Iteration 61Q: 3 clusters Score -7256914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -7256908.500000 Penalty: 5484.865723
	Iteration 62Q: 3 clusters Score -7256908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7256914.500000 Penalty: 5484.865723
	Iteration 63Q: 3 clusters Score -7256914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -7256911.500000 Penalty: 5484.865723
	Iteration 64Q: 3 clusters Score -7256912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -7256913.000000 Penalty: 5484.865723
	Iteration 65Q: 3 clusters Score -7256913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -7256924.500000 Penalty: 5484.865723
	Iteration 66Q: 3 clusters Score -7256924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -7256909.500000 Penalty: 5484.865723
	Iteration 67Q: 3 clusters Score -7256910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -7256902.000000 Penalty: 5484.865723
	Iteration 68Q: 3 clusters Score -7256902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -7256907.000000 Penalty: 5484.865723
	Iteration 69Q: 3 clusters Score -7256907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -7256904.500000 Penalty: 5484.865723
	Iteration 70Q: 3 clusters Score -7256904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -7256901.500000 Penalty: 5484.865723
	Iteration 71Q: 3 clusters Score -7256902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -7256910.500000 Penalty: 5484.865723
	Iteration 72Q: 3 clusters Score -7256910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -7256917.000000 Penalty: 5484.865723
	Iteration 73Q: 3 clusters Score -7256917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7256905.000000 Penalty: 5484.865723
	Iteration 74Q: 3 clusters Score -7256905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7256914.000000 Penalty: 5484.865723
	Iteration 75Q: 3 clusters Score -7256914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -7256913.500000 Penalty: 5484.865723
	Iteration 76Q: 3 clusters Score -7256914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -7256912.500000 Penalty: 5484.865723
	Iteration 77Q: 3 clusters Score -7256912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -7256914.000000 Penalty: 5484.865723
	Iteration 78Q: 3 clusters Score -7256914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7256910.500000 Penalty: 5484.865723
	Iteration 79Q: 3 clusters Score -7256910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -7256911.000000 Penalty: 5484.865723
	Iteration 80F: 3 clusters Score -7256911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -7256916.000000 Penalty: 5484.865723
	Iteration 81Q: 3 clusters Score -7256916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -7256910.000000 Penalty: 5484.865723
	Iteration 82Q: 3 clusters Score -7256910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7256915.000000 Penalty: 5484.865723
	Iteration 83Q: 3 clusters Score -7256915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7256915.000000 Penalty: 5484.865723
	Iteration 84F: 3 clusters Score -7256915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -215741.328125 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -215741.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -213082.578125 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -213082.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -213665.281250 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -213665.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -213919.593750 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -213919.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -214126.171875 Penalty: 3797.543213
	Iteration 3F: 3 clusters Score -214126.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214303.093750 Penalty: 3797.543213
	Iteration 4F: 3 clusters Score -214303.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -214419.062500 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -214419.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -214510.703125 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -214510.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -214560.921875 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -214560.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -214594.546875 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -214594.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -214617.453125 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -214617.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -214629.515625 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -214629.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -214641.625000 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -214641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -214644.703125 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -214644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -214646.218750 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -214646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -214647.000000 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -214647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -214647.000000 Penalty: 3797.543213
	Iteration 15F: 3 clusters Score -214647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Entering Unmasked Estep 
Score: -8872907.000000 Penalty: 2791.168457
	Iteration 0F: 2 clusters Score -8872907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8821215.000000 Penalty: 5582.336914
	Iteration 0F: 3 clusters Score -8821215 nChanged 36295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8842369.000000 Penalty: 5582.336914
	Iteration 1F: 3 clusters Score -8842369 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8843701.000000 Penalty: 5582.336914
	Iteration 2Q: 3 clusters Score -8843701 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8845532.000000 Penalty: 5582.336914
	Iteration 3F: 3 clusters Score -8845532 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -8848199.000000 Penalty: 5582.336914
	Iteration 4F: 3 clusters Score -8848199 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -8851834.000000 Penalty: 5582.336914
	Iteration 5F: 3 clusters Score -8851834 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -8856310.000000 Penalty: 5582.336914
	Iteration 6F: 3 clusters Score -8856310 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -8860399.000000 Penalty: 5582.336914
	Iteration 7F: 3 clusters Score -8860399 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -8863514.000000 Penalty: 5582.336914
	Iteration 8F: 3 clusters Score -8863514 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -8865861.000000 Penalty: 5582.336914
	Iteration 9Q: 3 clusters Score -8865861 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -8867612.000000 Penalty: 5582.336914
	Iteration 10Q: 3 clusters Score -8867612 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -8868792.000000 Penalty: 5582.336914
	Iteration 11Q: 3 clusters Score -8868792 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -8869483.000000 Penalty: 5582.336914
	Iteration 12Q: 3 clusters Score -8869483 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -8869830.000000 Penalty: 5582.336914
	Iteration 13Q: 3 clusters Score -8869830 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -8870074.000000 Penalty: 5582.336914
	Iteration 14Q: 3 clusters Score -8870074 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -8870177.000000 Penalty: 5582.336914
	Iteration 15Q: 3 clusters Score -8870177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -8870281.000000 Penalty: 5582.336914
	Iteration 16Q: 3 clusters Score -8870281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -8870351.000000 Penalty: 5582.336914
	Iteration 17Q: 3 clusters Score -8870351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -8870388.000000 Penalty: 5582.336914
	Iteration 18Q: 3 clusters Score -8870388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -8870415.000000 Penalty: 5582.336914
	Iteration 19Q: 3 clusters Score -8870415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -8870438.000000 Penalty: 5582.336914
	Iteration 20F: 3 clusters Score -8870438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -8870450.000000 Penalty: 5582.336914
	Iteration 21Q: 3 clusters Score -8870450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -8870464.000000 Penalty: 5582.336914
	Iteration 22Q: 3 clusters Score -8870464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -8870469.000000 Penalty: 5582.336914
	Iteration 23Q: 3 clusters Score -8870469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -8870473.000000 Penalty: 5582.336914
	Iteration 24Q: 3 clusters Score -8870473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -8870480.000000 Penalty: 5582.336914
	Iteration 25Q: 3 clusters Score -8870480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -8870487.000000 Penalty: 5582.336914
	Iteration 26Q: 3 clusters Score -8870487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -8870490.000000 Penalty: 5582.336914
	Iteration 27Q: 3 clusters Score -8870490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -8870485.000000 Penalty: 5582.336914
	Iteration 28Q: 3 clusters Score -8870485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -8870488.000000 Penalty: 5582.336914
	Iteration 29Q: 3 clusters Score -8870488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -8870488.000000 Penalty: 5582.336914
	Iteration 30Q: 3 clusters Score -8870488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -8870490.000000 Penalty: 5582.336914
	Iteration 31Q: 3 clusters Score -8870490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -8870486.000000 Penalty: 5582.336914
	Iteration 32Q: 3 clusters Score -8870486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -8870490.000000 Penalty: 5582.336914
	Iteration 33Q: 3 clusters Score -8870490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -8870490.000000 Penalty: 5582.336914
	Iteration 34F: 3 clusters Score -8870490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248627 members 
Entering Unmasked Estep 
Score: -29134578.000000 Penalty: 3081.079834
	Iteration 0F: 2 clusters Score -2.913458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124266 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -28975942.000000 Penalty: 6162.159668
	Iteration 0F: 3 clusters Score -2.897594e+07 nChanged 120585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -29047066.000000 Penalty: 6162.159668
	Iteration 1F: 3 clusters Score -2.904707e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -29048006.000000 Penalty: 6162.159668
	Iteration 2Q: 3 clusters Score -2.904801e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -29049366.000000 Penalty: 6162.159668
	Iteration 3Q: 3 clusters Score -2.904937e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -29051736.000000 Penalty: 6162.159668
	Iteration 4Q: 3 clusters Score -2.905174e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 146025 members 
Entering Unmasked Estep 
Score: -29055486.000000 Penalty: 6162.159668
	Iteration 5Q: 3 clusters Score -2.905549e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -29062606.000000 Penalty: 6162.159668
	Iteration 6F: 3 clusters Score -2.906261e+07 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 173949 members 
Entering Unmasked Estep 
Score: -29073058.000000 Penalty: 6162.159668
	Iteration 7F: 3 clusters Score -2.907306e+07 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 192226 members 
Entering Unmasked Estep 
Score: -29085598.000000 Penalty: 6162.159668
	Iteration 8F: 3 clusters Score -2.90856e+07 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 210181 members 
Entering Unmasked Estep 
Score: -29098798.000000 Penalty: 6162.159668
	Iteration 9F: 3 clusters Score -2.90988e+07 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 225249 members 
Entering Unmasked Estep 
Score: -29110982.000000 Penalty: 6162.159668
	Iteration 10F: 3 clusters Score -2.911098e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 236227 members 
Entering Unmasked Estep 
Score: -29120452.000000 Penalty: 6162.159668
	Iteration 11Q: 3 clusters Score -2.912045e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 242801 members 
Entering Unmasked Estep 
Score: -29126546.000000 Penalty: 6162.159668
	Iteration 12Q: 3 clusters Score -2.912655e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 246026 members 
Entering Unmasked Estep 
Score: -29129740.000000 Penalty: 6162.159668
	Iteration 13Q: 3 clusters Score -2.912974e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 247302 members 
Entering Unmasked Estep 
Score: -29130898.000000 Penalty: 6162.159668
	Iteration 14Q: 3 clusters Score -2.91309e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 247773 members 
Entering Unmasked Estep 
Score: -29131468.000000 Penalty: 6162.159668
	Iteration 15Q: 3 clusters Score -2.913147e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 247956 members 
Entering Unmasked Estep 
Score: -29131744.000000 Penalty: 6162.159668
	Iteration 16Q: 3 clusters Score -2.913174e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 248039 members 
Entering Unmasked Estep 
Score: -29131856.000000 Penalty: 6162.159668
	Iteration 17Q: 3 clusters Score -2.913186e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 248088 members 
Entering Unmasked Estep 
Score: -29131962.000000 Penalty: 6162.159668
	Iteration 18Q: 3 clusters Score -2.913196e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 248121 members 
Entering Unmasked Estep 
Score: -29131988.000000 Penalty: 6162.159668
	Iteration 19Q: 3 clusters Score -2.913199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 248141 members 
Entering Unmasked Estep 
Score: -29131996.000000 Penalty: 6162.159668
	Iteration 20F: 3 clusters Score -2.9132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 248155 members 
Entering Unmasked Estep 
Score: -29132028.000000 Penalty: 6162.159668
	Iteration 21Q: 3 clusters Score -2.913203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 248168 members 
Entering Unmasked Estep 
Score: -29132056.000000 Penalty: 6162.159668
	Iteration 22Q: 3 clusters Score -2.913206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 248175 members 
Entering Unmasked Estep 
Score: -29132068.000000 Penalty: 6162.159668
	Iteration 23Q: 3 clusters Score -2.913207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 248177 members 
Entering Unmasked Estep 
Score: -29132076.000000 Penalty: 6162.159668
	Iteration 24Q: 3 clusters Score -2.913208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 248180 members 
Entering Unmasked Estep 
Score: -29132064.000000 Penalty: 6162.159668
	Iteration 25Q: 3 clusters Score -2.913206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 248184 members 
Entering Unmasked Estep 
Score: -29132066.000000 Penalty: 6162.159668
	Iteration 26Q: 3 clusters Score -2.913207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 248190 members 
Entering Unmasked Estep 
Score: -29132058.000000 Penalty: 6162.159668
	Iteration 27Q: 3 clusters Score -2.913206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 248193 members 
Entering Unmasked Estep 
Score: -29132060.000000 Penalty: 6162.159668
	Iteration 28Q: 3 clusters Score -2.913206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 248193 members 
Entering Unmasked Estep 
Score: -29132058.000000 Penalty: 6162.159668
	Iteration 29Q: 3 clusters Score -2.913206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 248193 members 
Entering Unmasked Estep 
Score: -29132058.000000 Penalty: 6162.159668
	Iteration 30F: 3 clusters Score -2.913206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -979631.750000 Penalty: 2272.433838
	Iteration 0F: 2 clusters Score -979631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -972301.062500 Penalty: 4544.867676
	Iteration 0F: 3 clusters Score -972301.1 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -974635.625000 Penalty: 4544.867676
	Iteration 1F: 3 clusters Score -974635.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -975231.187500 Penalty: 4544.867676
	Iteration 2F: 3 clusters Score -975231.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -975830.750000 Penalty: 4544.867676
	Iteration 3F: 3 clusters Score -975830.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -976472.000000 Penalty: 4544.867676
	Iteration 4F: 3 clusters Score -976472 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -976984.125000 Penalty: 4544.867676
	Iteration 5F: 3 clusters Score -976984.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -977436.437500 Penalty: 4544.867676
	Iteration 6F: 3 clusters Score -977436.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -977809.750000 Penalty: 4544.867676
	Iteration 7F: 3 clusters Score -977809.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -978093.187500 Penalty: 4544.867676
	Iteration 8Q: 3 clusters Score -978093.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -978268.875000 Penalty: 4544.867676
	Iteration 9Q: 3 clusters Score -978268.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -978408.500000 Penalty: 4544.867676
	Iteration 10Q: 3 clusters Score -978408.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -978499.062500 Penalty: 4544.867676
	Iteration 11Q: 3 clusters Score -978499.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -978572.562500 Penalty: 4544.867676
	Iteration 12Q: 3 clusters Score -978572.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -978628.062500 Penalty: 4544.867676
	Iteration 13Q: 3 clusters Score -978628.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -978667.375000 Penalty: 4544.867676
	Iteration 14Q: 3 clusters Score -978667.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -978696.250000 Penalty: 4544.867676
	Iteration 15Q: 3 clusters Score -978696.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -978716.312500 Penalty: 4544.867676
	Iteration 16Q: 3 clusters Score -978716.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -978730.125000 Penalty: 4544.867676
	Iteration 17Q: 3 clusters Score -978730.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -978733.812500 Penalty: 4544.867676
	Iteration 18Q: 3 clusters Score -978733.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -978741.937500 Penalty: 4544.867676
	Iteration 19Q: 3 clusters Score -978741.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -978744.812500 Penalty: 4544.867676
	Iteration 20F: 3 clusters Score -978744.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -978750.687500 Penalty: 4544.867676
	Iteration 21Q: 3 clusters Score -978750.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -978760.375000 Penalty: 4544.867676
	Iteration 22Q: 3 clusters Score -978760.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -978764.875000 Penalty: 4544.867676
	Iteration 23Q: 3 clusters Score -978764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -978768.562500 Penalty: 4544.867676
	Iteration 24Q: 3 clusters Score -978768.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -978772.250000 Penalty: 4544.867676
	Iteration 25Q: 3 clusters Score -978772.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -978777.500000 Penalty: 4544.867676
	Iteration 26Q: 3 clusters Score -978777.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -978782.312500 Penalty: 4544.867676
	Iteration 27Q: 3 clusters Score -978782.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -978785.125000 Penalty: 4544.867676
	Iteration 28Q: 3 clusters Score -978785.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -978790.750000 Penalty: 4544.867676
	Iteration 29Q: 3 clusters Score -978790.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -978796.125000 Penalty: 4544.867676
	Iteration 30Q: 3 clusters Score -978796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -978801.875000 Penalty: 4544.867676
	Iteration 31Q: 3 clusters Score -978801.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -978807.500000 Penalty: 4544.867676
	Iteration 32Q: 3 clusters Score -978807.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -978810.375000 Penalty: 4544.867676
	Iteration 33Q: 3 clusters Score -978810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -978814.750000 Penalty: 4544.867676
	Iteration 34Q: 3 clusters Score -978814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -978814.250000 Penalty: 4544.867676
	Iteration 35Q: 3 clusters Score -978814.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -978818.062500 Penalty: 4544.867676
	Iteration 36Q: 3 clusters Score -978818.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -978820.687500 Penalty: 4544.867676
	Iteration 37Q: 3 clusters Score -978820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -978824.062500 Penalty: 4544.867676
	Iteration 38Q: 3 clusters Score -978824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -978827.875000 Penalty: 4544.867676
	Iteration 39Q: 3 clusters Score -978827.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -978831.437500 Penalty: 4544.867676
	Iteration 40F: 3 clusters Score -978831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -978833.562500 Penalty: 4544.867676
	Iteration 41Q: 3 clusters Score -978833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -978834.625000 Penalty: 4544.867676
	Iteration 42Q: 3 clusters Score -978834.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -978834.250000 Penalty: 4544.867676
	Iteration 43Q: 3 clusters Score -978834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -978836.000000 Penalty: 4544.867676
	Iteration 44Q: 3 clusters Score -978836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -978836.687500 Penalty: 4544.867676
	Iteration 45Q: 3 clusters Score -978836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -978836.500000 Penalty: 4544.867676
	Iteration 46Q: 3 clusters Score -978836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -978836.437500 Penalty: 4544.867676
	Iteration 47Q: 3 clusters Score -978836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -978838.500000 Penalty: 4544.867676
	Iteration 48Q: 3 clusters Score -978838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -978838.000000 Penalty: 4544.867676
	Iteration 49Q: 3 clusters Score -978838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -978840.312500 Penalty: 4544.867676
	Iteration 50Q: 3 clusters Score -978840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -978842.125000 Penalty: 4544.867676
	Iteration 51Q: 3 clusters Score -978842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -978840.312500 Penalty: 4544.867676
	Iteration 52Q: 3 clusters Score -978840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -978844.000000 Penalty: 4544.867676
	Iteration 53Q: 3 clusters Score -978844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -978844.875000 Penalty: 4544.867676
	Iteration 54Q: 3 clusters Score -978844.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -978843.937500 Penalty: 4544.867676
	Iteration 55Q: 3 clusters Score -978843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -978844.750000 Penalty: 4544.867676
	Iteration 56Q: 3 clusters Score -978844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -978848.000000 Penalty: 4544.867676
	Iteration 57Q: 3 clusters Score -978848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -978849.187500 Penalty: 4544.867676
	Iteration 58Q: 3 clusters Score -978849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -978850.000000 Penalty: 4544.867676
	Iteration 59Q: 3 clusters Score -978850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -978850.187500 Penalty: 4544.867676
	Iteration 60F: 3 clusters Score -978850.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -361446.687500 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -361446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -357880.000000 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -357880 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -358738.250000 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -358738.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -359001.531250 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -359001.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -359202.250000 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -359202.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -359401.281250 Penalty: 4042.202637
	Iteration 4F: 3 clusters Score -359401.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -359600.312500 Penalty: 4042.202637
	Iteration 5F: 3 clusters Score -359600.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -359789.843750 Penalty: 4042.202637
	Iteration 6F: 3 clusters Score -359789.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -359964.812500 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -359964.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -360088.406250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -360088.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -360173.218750 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -360173.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -360245.375000 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -360245.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -360301.812500 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -360301.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -360336.687500 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -360336.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -360365.593750 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -360365.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -360385.750000 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -360385.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -360409.406250 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -360409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -360421.531250 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -360421.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -360426.718750 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -360426.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -360432.375000 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -360432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -360437.343750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -360437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -360441.062500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -360441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -360447.312500 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -360447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -360455.125000 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -360455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -360458.906250 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -360458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -360465.437500 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -360465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -360469.281250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -360469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -360472.531250 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -360472.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -360478.406250 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -360478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -360483.625000 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -360483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -360486.437500 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -360486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -360487.187500 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -360487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -360487.187500 Penalty: 4042.202637
	Iteration 31F: 3 clusters Score -360487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Entering Unmasked Estep 
Score: -18146428.000000 Penalty: 2988.310791
	Iteration 0F: 2 clusters Score -1.814643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -18031902.000000 Penalty: 5976.621582
	Iteration 0F: 3 clusters Score -1.80319e+07 nChanged 81972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -18081596.000000 Penalty: 5976.621582
	Iteration 1F: 3 clusters Score -1.80816e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -18085000.000000 Penalty: 5976.621582
	Iteration 2Q: 3 clusters Score -1.8085e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 76200 members 
Entering Unmasked Estep 
Score: -18089376.000000 Penalty: 5976.621582
	Iteration 3F: 3 clusters Score -1.808938e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -18094330.000000 Penalty: 5976.621582
	Iteration 4F: 3 clusters Score -1.809433e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -18100238.000000 Penalty: 5976.621582
	Iteration 5F: 3 clusters Score -1.810024e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111205 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -18106318.000000 Penalty: 5976.621582
	Iteration 6F: 3 clusters Score -1.810632e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -18112170.000000 Penalty: 5976.621582
	Iteration 7F: 3 clusters Score -1.811217e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -18118320.000000 Penalty: 5976.621582
	Iteration 8F: 3 clusters Score -1.811832e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -18124158.000000 Penalty: 5976.621582
	Iteration 9F: 3 clusters Score -1.812416e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -18129750.000000 Penalty: 5976.621582
	Iteration 10Q: 3 clusters Score -1.812975e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -18134542.000000 Penalty: 5976.621582
	Iteration 11Q: 3 clusters Score -1.813454e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156880 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -18138134.000000 Penalty: 5976.621582
	Iteration 12Q: 3 clusters Score -1.813813e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -18140658.000000 Penalty: 5976.621582
	Iteration 13Q: 3 clusters Score -1.814066e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -18142184.000000 Penalty: 5976.621582
	Iteration 14Q: 3 clusters Score -1.814218e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -18143240.000000 Penalty: 5976.621582
	Iteration 15Q: 3 clusters Score -1.814324e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -18143824.000000 Penalty: 5976.621582
	Iteration 16Q: 3 clusters Score -1.814382e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -18144242.000000 Penalty: 5976.621582
	Iteration 17Q: 3 clusters Score -1.814424e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -18144570.000000 Penalty: 5976.621582
	Iteration 18Q: 3 clusters Score -1.814457e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -18144718.000000 Penalty: 5976.621582
	Iteration 19Q: 3 clusters Score -1.814472e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -18144874.000000 Penalty: 5976.621582
	Iteration 20F: 3 clusters Score -1.814487e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168114 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -18144980.000000 Penalty: 5976.621582
	Iteration 21Q: 3 clusters Score -1.814498e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -18145034.000000 Penalty: 5976.621582
	Iteration 22Q: 3 clusters Score -1.814503e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -18145102.000000 Penalty: 5976.621582
	Iteration 23Q: 3 clusters Score -1.81451e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18145120.000000 Penalty: 5976.621582
	Iteration 24Q: 3 clusters Score -1.814512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18145146.000000 Penalty: 5976.621582
	Iteration 25Q: 3 clusters Score -1.814515e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -18145154.000000 Penalty: 5976.621582
	Iteration 26Q: 3 clusters Score -1.814515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168407 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -18145182.000000 Penalty: 5976.621582
	Iteration 27Q: 3 clusters Score -1.814518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168423 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -18145206.000000 Penalty: 5976.621582
	Iteration 28Q: 3 clusters Score -1.814521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -18145222.000000 Penalty: 5976.621582
	Iteration 29Q: 3 clusters Score -1.814522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168445 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18145226.000000 Penalty: 5976.621582
	Iteration 30Q: 3 clusters Score -1.814523e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -18145246.000000 Penalty: 5976.621582
	Iteration 31Q: 3 clusters Score -1.814525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18145258.000000 Penalty: 5976.621582
	Iteration 32Q: 3 clusters Score -1.814526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -18145266.000000 Penalty: 5976.621582
	Iteration 33Q: 3 clusters Score -1.814527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -18145300.000000 Penalty: 5976.621582
	Iteration 34Q: 3 clusters Score -1.81453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -18145300.000000 Penalty: 5976.621582
	Iteration 35Q: 3 clusters Score -1.81453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168498 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18145298.000000 Penalty: 5976.621582
	Iteration 36Q: 3 clusters Score -1.81453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168498 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18145298.000000 Penalty: 5976.621582
	Iteration 37Q: 3 clusters Score -1.81453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -18145304.000000 Penalty: 5976.621582
	Iteration 38Q: 3 clusters Score -1.81453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168506 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -18145302.000000 Penalty: 5976.621582
	Iteration 39Q: 3 clusters Score -1.81453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -18145308.000000 Penalty: 5976.621582
	Iteration 40F: 3 clusters Score -1.814531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -18145304.000000 Penalty: 5976.621582
	Iteration 41Q: 3 clusters Score -1.81453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -18145310.000000 Penalty: 5976.621582
	Iteration 42Q: 3 clusters Score -1.814531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -18145310.000000 Penalty: 5976.621582
	Iteration 43Q: 3 clusters Score -1.814531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -18145316.000000 Penalty: 5976.621582
	Iteration 44Q: 3 clusters Score -1.814532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168527 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -18145316.000000 Penalty: 5976.621582
	Iteration 45Q: 3 clusters Score -1.814532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168533 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -18145312.000000 Penalty: 5976.621582
	Iteration 46Q: 3 clusters Score -1.814531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168539 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -18145316.000000 Penalty: 5976.621582
	Iteration 47Q: 3 clusters Score -1.814532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -18145306.000000 Penalty: 5976.621582
	Iteration 48Q: 3 clusters Score -1.814531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168546 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -18145320.000000 Penalty: 5976.621582
	Iteration 49Q: 3 clusters Score -1.814532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -18145318.000000 Penalty: 5976.621582
	Iteration 50Q: 3 clusters Score -1.814532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168552 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -18145326.000000 Penalty: 5976.621582
	Iteration 51Q: 3 clusters Score -1.814533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -18145310.000000 Penalty: 5976.621582
	Iteration 52Q: 3 clusters Score -1.814531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -18145320.000000 Penalty: 5976.621582
	Iteration 53Q: 3 clusters Score -1.814532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168566 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18145306.000000 Penalty: 5976.621582
	Iteration 54Q: 3 clusters Score -1.814531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -18145306.000000 Penalty: 5976.621582
	Iteration 55Q: 3 clusters Score -1.814531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -18145314.000000 Penalty: 5976.621582
	Iteration 56Q: 3 clusters Score -1.814531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168576 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -18145324.000000 Penalty: 5976.621582
	Iteration 57Q: 3 clusters Score -1.814532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18145336.000000 Penalty: 5976.621582
	Iteration 58Q: 3 clusters Score -1.814534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -18145322.000000 Penalty: 5976.621582
	Iteration 59Q: 3 clusters Score -1.814532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -18145322.000000 Penalty: 5976.621582
	Iteration 60F: 3 clusters Score -1.814532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -18145328.000000 Penalty: 5976.621582
	Iteration 61Q: 3 clusters Score -1.814533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168587 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18145322.000000 Penalty: 5976.621582
	Iteration 62Q: 3 clusters Score -1.814532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -18145316.000000 Penalty: 5976.621582
	Iteration 63Q: 3 clusters Score -1.814532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168591 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -18145322.000000 Penalty: 5976.621582
	Iteration 64Q: 3 clusters Score -1.814532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -18145322.000000 Penalty: 5976.621582
	Iteration 65Q: 3 clusters Score -1.814532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -18145332.000000 Penalty: 5976.621582
	Iteration 66Q: 3 clusters Score -1.814533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -18145332.000000 Penalty: 5976.621582
	Iteration 67Q: 3 clusters Score -1.814533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -18145334.000000 Penalty: 5976.621582
	Iteration 68Q: 3 clusters Score -1.814533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -18145338.000000 Penalty: 5976.621582
	Iteration 69Q: 3 clusters Score -1.814534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -18145326.000000 Penalty: 5976.621582
	Iteration 70Q: 3 clusters Score -1.814533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168595 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -18145324.000000 Penalty: 5976.621582
	Iteration 71Q: 3 clusters Score -1.814532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -18145326.000000 Penalty: 5976.621582
	Iteration 72Q: 3 clusters Score -1.814533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -18145332.000000 Penalty: 5976.621582
	Iteration 73Q: 3 clusters Score -1.814533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -18145326.000000 Penalty: 5976.621582
	Iteration 74Q: 3 clusters Score -1.814533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -18145326.000000 Penalty: 5976.621582
	Iteration 75F: 3 clusters Score -1.814533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -552114.687500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -552114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -547408.062500 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -547408.1 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -548678.937500 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -548678.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -548942.500000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -548942.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -549131.312500 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -549131.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -549317.812500 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -549317.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -549491.437500 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -549491.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -549694.375000 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -549694.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -549933.437500 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -549933.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -550136.750000 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -550136.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -550296.875000 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -550296.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -550432.687500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -550432.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -550552.125000 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -550552.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -550638.437500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -550638.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -550713.375000 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -550713.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -550764.812500 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -550764.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -550794.875000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -550794.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -550827.000000 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -550827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -550861.562500 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -550861.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -550907.750000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -550907.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -550958.500000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -550958.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -550997.625000 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -550997.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -551033.062500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -551033.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -551057.250000 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -551057.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -551076.937500 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -551076.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -551085.000000 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -551085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -551093.937500 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -551093.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -551103.812500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -551103.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -551114.312500 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -551114.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -551122.875000 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -551122.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -551129.937500 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -551129.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -551136.250000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -551136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -551142.250000 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -551142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -551146.812500 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -551146.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -551151.375000 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -551151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -551153.125000 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -551153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -551153.875000 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -551153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -551155.312500 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -551155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -551156.187500 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -551156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -551157.312500 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -551157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -551159.500000 Penalty: 4248.538574
	Iteration 39Q: 3 clusters Score -551159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -551159.250000 Penalty: 4248.538574
	Iteration 40F: 3 clusters Score -551159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -551159.875000 Penalty: 4248.538574
	Iteration 41Q: 3 clusters Score -551159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -551159.875000 Penalty: 4248.538574
	Iteration 42F: 3 clusters Score -551159.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Entering Unmasked Estep 
Score: -15233052.000000 Penalty: 2922.754639
	Iteration 0F: 2 clusters Score -1.523305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -15145011.000000 Penalty: 5845.509277
	Iteration 0F: 3 clusters Score -1.514501e+07 nChanged 62552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -15181891.000000 Penalty: 5845.509277
	Iteration 1F: 3 clusters Score -1.518189e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -15183367.000000 Penalty: 5845.509277
	Iteration 2Q: 3 clusters Score -1.518337e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -15185342.000000 Penalty: 5845.509277
	Iteration 3Q: 3 clusters Score -1.518534e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -15188415.000000 Penalty: 5845.509277
	Iteration 4F: 3 clusters Score -1.518842e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -15193339.000000 Penalty: 5845.509277
	Iteration 5F: 3 clusters Score -1.519334e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -15200388.000000 Penalty: 5845.509277
	Iteration 6F: 3 clusters Score -1.520039e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -15209209.000000 Penalty: 5845.509277
	Iteration 7F: 3 clusters Score -1.520921e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -15217908.000000 Penalty: 5845.509277
	Iteration 8F: 3 clusters Score -1.521791e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -15224188.000000 Penalty: 5845.509277
	Iteration 9Q: 3 clusters Score -1.522419e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -15227571.000000 Penalty: 5845.509277
	Iteration 10Q: 3 clusters Score -1.522757e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -15229134.000000 Penalty: 5845.509277
	Iteration 11Q: 3 clusters Score -1.522913e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -15229908.000000 Penalty: 5845.509277
	Iteration 12Q: 3 clusters Score -1.522991e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15230264.000000 Penalty: 5845.509277
	Iteration 13Q: 3 clusters Score -1.523026e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15230400.000000 Penalty: 5845.509277
	Iteration 14Q: 3 clusters Score -1.52304e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15230522.000000 Penalty: 5845.509277
	Iteration 15Q: 3 clusters Score -1.523052e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130169 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15230646.000000 Penalty: 5845.509277
	Iteration 16Q: 3 clusters Score -1.523065e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -15230696.000000 Penalty: 5845.509277
	Iteration 17Q: 3 clusters Score -1.52307e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15230759.000000 Penalty: 5845.509277
	Iteration 18Q: 3 clusters Score -1.523076e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130293 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15230802.000000 Penalty: 5845.509277
	Iteration 19Q: 3 clusters Score -1.52308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130312 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15230842.000000 Penalty: 5845.509277
	Iteration 20F: 3 clusters Score -1.523084e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130328 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15230855.000000 Penalty: 5845.509277
	Iteration 21Q: 3 clusters Score -1.523086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130345 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15230865.000000 Penalty: 5845.509277
	Iteration 22Q: 3 clusters Score -1.523086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -15230863.000000 Penalty: 5845.509277
	Iteration 23Q: 3 clusters Score -1.523086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -15230880.000000 Penalty: 5845.509277
	Iteration 24Q: 3 clusters Score -1.523088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130376 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15230882.000000 Penalty: 5845.509277
	Iteration 25Q: 3 clusters Score -1.523088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15230896.000000 Penalty: 5845.509277
	Iteration 26Q: 3 clusters Score -1.52309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15230894.000000 Penalty: 5845.509277
	Iteration 27Q: 3 clusters Score -1.523089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15230897.000000 Penalty: 5845.509277
	Iteration 28Q: 3 clusters Score -1.52309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130395 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15230888.000000 Penalty: 5845.509277
	Iteration 29Q: 3 clusters Score -1.523089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15230894.000000 Penalty: 5845.509277
	Iteration 30Q: 3 clusters Score -1.523089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15230899.000000 Penalty: 5845.509277
	Iteration 31Q: 3 clusters Score -1.52309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15230905.000000 Penalty: 5845.509277
	Iteration 32Q: 3 clusters Score -1.52309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15230899.000000 Penalty: 5845.509277
	Iteration 33Q: 3 clusters Score -1.52309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15230899.000000 Penalty: 5845.509277
	Iteration 34F: 3 clusters Score -1.52309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Entering Unmasked Estep 
Score: -4077863.750000 Penalty: 2600.329590
	Iteration 0F: 2 clusters Score -4077864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4053593.500000 Penalty: 5200.659180
	Iteration 0F: 3 clusters Score -4053594 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4062966.500000 Penalty: 5200.659180
	Iteration 1F: 3 clusters Score -4062966 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4063992.000000 Penalty: 5200.659180
	Iteration 2F: 3 clusters Score -4063992 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4065256.250000 Penalty: 5200.659180
	Iteration 3F: 3 clusters Score -4065256 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4066783.500000 Penalty: 5200.659180
	Iteration 4F: 3 clusters Score -4066784 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4068334.750000 Penalty: 5200.659180
	Iteration 5F: 3 clusters Score -4068335 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4069886.250000 Penalty: 5200.659180
	Iteration 6F: 3 clusters Score -4069886 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4071127.000000 Penalty: 5200.659180
	Iteration 7F: 3 clusters Score -4071127 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4072226.500000 Penalty: 5200.659180
	Iteration 8Q: 3 clusters Score -4072226 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -4073575.500000 Penalty: 5200.659180
	Iteration 9Q: 3 clusters Score -4073576 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4075151.750000 Penalty: 5200.659180
	Iteration 10Q: 3 clusters Score -4075152 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4076200.000000 Penalty: 5200.659180
	Iteration 11Q: 3 clusters Score -4076200 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4076666.000000 Penalty: 5200.659180
	Iteration 12Q: 3 clusters Score -4076666 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -4076827.500000 Penalty: 5200.659180
	Iteration 13Q: 3 clusters Score -4076828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4076891.250000 Penalty: 5200.659180
	Iteration 14Q: 3 clusters Score -4076891 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4076905.000000 Penalty: 5200.659180
	Iteration 15Q: 3 clusters Score -4076905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4076936.000000 Penalty: 5200.659180
	Iteration 16Q: 3 clusters Score -4076936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4076939.500000 Penalty: 5200.659180
	Iteration 17Q: 3 clusters Score -4076940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4076958.250000 Penalty: 5200.659180
	Iteration 18Q: 3 clusters Score -4076958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4076954.250000 Penalty: 5200.659180
	Iteration 19Q: 3 clusters Score -4076954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4076953.250000 Penalty: 5200.659180
	Iteration 20F: 3 clusters Score -4076953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4076972.250000 Penalty: 5200.659180
	Iteration 21Q: 3 clusters Score -4076972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4076964.750000 Penalty: 5200.659180
	Iteration 22Q: 3 clusters Score -4076965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4076967.500000 Penalty: 5200.659180
	Iteration 23Q: 3 clusters Score -4076968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -4076961.750000 Penalty: 5200.659180
	Iteration 24Q: 3 clusters Score -4076962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4076963.250000 Penalty: 5200.659180
	Iteration 25Q: 3 clusters Score -4076963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4076963.250000 Penalty: 5200.659180
	Iteration 26Q: 3 clusters Score -4076963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4076958.250000 Penalty: 5200.659180
	Iteration 27Q: 3 clusters Score -4076958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -4076961.500000 Penalty: 5200.659180
	Iteration 28Q: 3 clusters Score -4076962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4076953.750000 Penalty: 5200.659180
	Iteration 29Q: 3 clusters Score -4076954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4076955.250000 Penalty: 5200.659180
	Iteration 30Q: 3 clusters Score -4076955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4076965.500000 Penalty: 5200.659180
	Iteration 31Q: 3 clusters Score -4076966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4076958.500000 Penalty: 5200.659180
	Iteration 32Q: 3 clusters Score -4076958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4076973.250000 Penalty: 5200.659180
	Iteration 33Q: 3 clusters Score -4076973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4076965.750000 Penalty: 5200.659180
	Iteration 34Q: 3 clusters Score -4076966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4076970.750000 Penalty: 5200.659180
	Iteration 35Q: 3 clusters Score -4076971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4076971.500000 Penalty: 5200.659180
	Iteration 36Q: 3 clusters Score -4076972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -4076973.250000 Penalty: 5200.659180
	Iteration 37Q: 3 clusters Score -4076973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4076979.750000 Penalty: 5200.659180
	Iteration 38Q: 3 clusters Score -4076980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4076982.250000 Penalty: 5200.659180
	Iteration 39Q: 3 clusters Score -4076982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4076991.000000 Penalty: 5200.659180
	Iteration 40F: 3 clusters Score -4076991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4076988.750000 Penalty: 5200.659180
	Iteration 41Q: 3 clusters Score -4076989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4076997.250000 Penalty: 5200.659180
	Iteration 42Q: 3 clusters Score -4076997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4077004.750000 Penalty: 5200.659180
	Iteration 43Q: 3 clusters Score -4077005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4077018.250000 Penalty: 5200.659180
	Iteration 44Q: 3 clusters Score -4077018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4077028.500000 Penalty: 5200.659180
	Iteration 45Q: 3 clusters Score -4077028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4077041.750000 Penalty: 5200.659180
	Iteration 46Q: 3 clusters Score -4077042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4077069.000000 Penalty: 5200.659180
	Iteration 47Q: 3 clusters Score -4077069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4077072.500000 Penalty: 5200.659180
	Iteration 48Q: 3 clusters Score -4077072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4077084.250000 Penalty: 5200.659180
	Iteration 49Q: 3 clusters Score -4077084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4077088.500000 Penalty: 5200.659180
	Iteration 50Q: 3 clusters Score -4077088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4077112.000000 Penalty: 5200.659180
	Iteration 51Q: 3 clusters Score -4077112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4077098.500000 Penalty: 5200.659180
	Iteration 52Q: 3 clusters Score -4077098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4077112.500000 Penalty: 5200.659180
	Iteration 53Q: 3 clusters Score -4077112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4077114.750000 Penalty: 5200.659180
	Iteration 54Q: 3 clusters Score -4077115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4077115.250000 Penalty: 5200.659180
	Iteration 55Q: 3 clusters Score -4077115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -4077129.250000 Penalty: 5200.659180
	Iteration 56Q: 3 clusters Score -4077129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4077129.750000 Penalty: 5200.659180
	Iteration 57Q: 3 clusters Score -4077130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4077128.500000 Penalty: 5200.659180
	Iteration 58Q: 3 clusters Score -4077128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4077125.750000 Penalty: 5200.659180
	Iteration 59Q: 3 clusters Score -4077126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4077124.750000 Penalty: 5200.659180
	Iteration 60F: 3 clusters Score -4077125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -4077126.750000 Penalty: 5200.659180
	Iteration 61Q: 3 clusters Score -4077127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4077126.000000 Penalty: 5200.659180
	Iteration 62Q: 3 clusters Score -4077126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -4077124.000000 Penalty: 5200.659180
	Iteration 63Q: 3 clusters Score -4077124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4077127.750000 Penalty: 5200.659180
	Iteration 64Q: 3 clusters Score -4077128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4077127.000000 Penalty: 5200.659180
	Iteration 65Q: 3 clusters Score -4077127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4077128.500000 Penalty: 5200.659180
	Iteration 66Q: 3 clusters Score -4077128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4077129.250000 Penalty: 5200.659180
	Iteration 67Q: 3 clusters Score -4077129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -4077133.500000 Penalty: 5200.659180
	Iteration 68Q: 3 clusters Score -4077134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4077134.250000 Penalty: 5200.659180
	Iteration 69Q: 3 clusters Score -4077134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4077131.750000 Penalty: 5200.659180
	Iteration 70Q: 3 clusters Score -4077132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4077132.500000 Penalty: 5200.659180
	Iteration 71Q: 3 clusters Score -4077132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4077134.500000 Penalty: 5200.659180
	Iteration 72Q: 3 clusters Score -4077134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4077130.500000 Penalty: 5200.659180
	Iteration 73Q: 3 clusters Score -4077130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4077130.250000 Penalty: 5200.659180
	Iteration 74Q: 3 clusters Score -4077130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4077131.500000 Penalty: 5200.659180
	Iteration 75Q: 3 clusters Score -4077132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4077130.000000 Penalty: 5200.659180
	Iteration 76Q: 3 clusters Score -4077130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -4077129.500000 Penalty: 5200.659180
	Iteration 77Q: 3 clusters Score -4077130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -4077128.750000 Penalty: 5200.659180
	Iteration 78Q: 3 clusters Score -4077129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4077126.250000 Penalty: 5200.659180
	Iteration 79Q: 3 clusters Score -4077126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4077121.250000 Penalty: 5200.659180
	Iteration 80F: 3 clusters Score -4077121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4077123.500000 Penalty: 5200.659180
	Iteration 81Q: 3 clusters Score -4077124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4077121.000000 Penalty: 5200.659180
	Iteration 82Q: 3 clusters Score -4077121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4077121.000000 Penalty: 5200.659180
	Iteration 83F: 3 clusters Score -4077121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -292874.625000 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -292874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -289836.375000 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -289836.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -290821.906250 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -290821.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -291287.093750 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -291287.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -291632.125000 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -291632.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -291825.062500 Penalty: 3922.924561
	Iteration 4F: 3 clusters Score -291825.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -291919.906250 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -291919.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -291977.531250 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -291977.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -292006.656250 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -292006.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -292029.406250 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -292029.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -292046.906250 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -292046.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -292066.437500 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -292066.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -292079.500000 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -292079.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -292087.593750 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -292087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -292093.125000 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -292093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -292098.468750 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -292098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -292102.468750 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -292102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -292104.062500 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -292104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -292106.281250 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -292106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292107.656250 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -292107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292109.843750 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -292109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -292109.843750 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -292109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Entering Unmasked Estep 
Score: -1133668.750000 Penalty: 2289.318604
	Iteration 0F: 2 clusters Score -1133669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1125908.000000 Penalty: 4578.637207
	Iteration 0F: 3 clusters Score -1125908 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1128279.625000 Penalty: 4578.637207
	Iteration 1F: 3 clusters Score -1128280 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1128799.875000 Penalty: 4578.637207
	Iteration 2F: 3 clusters Score -1128800 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1129315.500000 Penalty: 4578.637207
	Iteration 3F: 3 clusters Score -1129316 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1129857.375000 Penalty: 4578.637207
	Iteration 4F: 3 clusters Score -1129857 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1130393.750000 Penalty: 4578.637207
	Iteration 5F: 3 clusters Score -1130394 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1130855.875000 Penalty: 4578.637207
	Iteration 6F: 3 clusters Score -1130856 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1131155.000000 Penalty: 4578.637207
	Iteration 7Q: 3 clusters Score -1131155 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1131350.000000 Penalty: 4578.637207
	Iteration 8Q: 3 clusters Score -1131350 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1131472.125000 Penalty: 4578.637207
	Iteration 9Q: 3 clusters Score -1131472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1131581.000000 Penalty: 4578.637207
	Iteration 10Q: 3 clusters Score -1131581 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1131643.000000 Penalty: 4578.637207
	Iteration 11Q: 3 clusters Score -1131643 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1131711.750000 Penalty: 4578.637207
	Iteration 12Q: 3 clusters Score -1131712 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1131765.750000 Penalty: 4578.637207
	Iteration 13Q: 3 clusters Score -1131766 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1131816.250000 Penalty: 4578.637207
	Iteration 14Q: 3 clusters Score -1131816 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1131851.875000 Penalty: 4578.637207
	Iteration 15Q: 3 clusters Score -1131852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1131885.375000 Penalty: 4578.637207
	Iteration 16Q: 3 clusters Score -1131885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1131914.500000 Penalty: 4578.637207
	Iteration 17Q: 3 clusters Score -1131914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1131948.000000 Penalty: 4578.637207
	Iteration 18Q: 3 clusters Score -1131948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1131984.750000 Penalty: 4578.637207
	Iteration 19Q: 3 clusters Score -1131985 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1132018.375000 Penalty: 4578.637207
	Iteration 20F: 3 clusters Score -1132018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1132053.375000 Penalty: 4578.637207
	Iteration 21Q: 3 clusters Score -1132053 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1132083.250000 Penalty: 4578.637207
	Iteration 22Q: 3 clusters Score -1132083 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1132109.750000 Penalty: 4578.637207
	Iteration 23Q: 3 clusters Score -1132110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1132134.375000 Penalty: 4578.637207
	Iteration 24Q: 3 clusters Score -1132134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1132156.875000 Penalty: 4578.637207
	Iteration 25Q: 3 clusters Score -1132157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1132179.500000 Penalty: 4578.637207
	Iteration 26Q: 3 clusters Score -1132180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1132199.875000 Penalty: 4578.637207
	Iteration 27Q: 3 clusters Score -1132200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1132213.375000 Penalty: 4578.637207
	Iteration 28Q: 3 clusters Score -1132213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1132231.125000 Penalty: 4578.637207
	Iteration 29Q: 3 clusters Score -1132231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1132244.000000 Penalty: 4578.637207
	Iteration 30Q: 3 clusters Score -1132244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1132264.375000 Penalty: 4578.637207
	Iteration 31Q: 3 clusters Score -1132264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1132276.750000 Penalty: 4578.637207
	Iteration 32Q: 3 clusters Score -1132277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1132286.375000 Penalty: 4578.637207
	Iteration 33Q: 3 clusters Score -1132286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1132298.875000 Penalty: 4578.637207
	Iteration 34Q: 3 clusters Score -1132299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1132308.000000 Penalty: 4578.637207
	Iteration 35Q: 3 clusters Score -1132308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1132317.625000 Penalty: 4578.637207
	Iteration 36Q: 3 clusters Score -1132318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1132326.375000 Penalty: 4578.637207
	Iteration 37Q: 3 clusters Score -1132326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1132325.625000 Penalty: 4578.637207
	Iteration 38Q: 3 clusters Score -1132326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1132335.375000 Penalty: 4578.637207
	Iteration 39Q: 3 clusters Score -1132335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1132341.250000 Penalty: 4578.637207
	Iteration 40F: 3 clusters Score -1132341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1132346.750000 Penalty: 4578.637207
	Iteration 41Q: 3 clusters Score -1132347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1132351.250000 Penalty: 4578.637207
	Iteration 42Q: 3 clusters Score -1132351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1132360.000000 Penalty: 4578.637207
	Iteration 43Q: 3 clusters Score -1132360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1132366.625000 Penalty: 4578.637207
	Iteration 44Q: 3 clusters Score -1132367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1132369.375000 Penalty: 4578.637207
	Iteration 45Q: 3 clusters Score -1132369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1132375.750000 Penalty: 4578.637207
	Iteration 46Q: 3 clusters Score -1132376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1132387.125000 Penalty: 4578.637207
	Iteration 47Q: 3 clusters Score -1132387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1132393.500000 Penalty: 4578.637207
	Iteration 48Q: 3 clusters Score -1132394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1132402.750000 Penalty: 4578.637207
	Iteration 49Q: 3 clusters Score -1132403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1132406.750000 Penalty: 4578.637207
	Iteration 50Q: 3 clusters Score -1132407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1132410.125000 Penalty: 4578.637207
	Iteration 51Q: 3 clusters Score -1132410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1132418.250000 Penalty: 4578.637207
	Iteration 52Q: 3 clusters Score -1132418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1132419.750000 Penalty: 4578.637207
	Iteration 53Q: 3 clusters Score -1132420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1132422.000000 Penalty: 4578.637207
	Iteration 54Q: 3 clusters Score -1132422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1132422.000000 Penalty: 4578.637207
	Iteration 55Q: 3 clusters Score -1132422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1132425.375000 Penalty: 4578.637207
	Iteration 56Q: 3 clusters Score -1132425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1132430.250000 Penalty: 4578.637207
	Iteration 57Q: 3 clusters Score -1132430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1132433.000000 Penalty: 4578.637207
	Iteration 58Q: 3 clusters Score -1132433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1132434.000000 Penalty: 4578.637207
	Iteration 59Q: 3 clusters Score -1132434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1132436.750000 Penalty: 4578.637207
	Iteration 60F: 3 clusters Score -1132437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1132439.375000 Penalty: 4578.637207
	Iteration 61Q: 3 clusters Score -1132439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1132441.500000 Penalty: 4578.637207
	Iteration 62Q: 3 clusters Score -1132442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1132443.875000 Penalty: 4578.637207
	Iteration 63Q: 3 clusters Score -1132444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1132447.000000 Penalty: 4578.637207
	Iteration 64Q: 3 clusters Score -1132447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1132446.625000 Penalty: 4578.637207
	Iteration 65Q: 3 clusters Score -1132447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1132455.000000 Penalty: 4578.637207
	Iteration 66Q: 3 clusters Score -1132455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1132458.750000 Penalty: 4578.637207
	Iteration 67Q: 3 clusters Score -1132459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1132460.750000 Penalty: 4578.637207
	Iteration 68Q: 3 clusters Score -1132461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1132463.000000 Penalty: 4578.637207
	Iteration 69Q: 3 clusters Score -1132463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1132466.000000 Penalty: 4578.637207
	Iteration 70Q: 3 clusters Score -1132466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1132465.875000 Penalty: 4578.637207
	Iteration 71Q: 3 clusters Score -1132466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1132467.125000 Penalty: 4578.637207
	Iteration 72Q: 3 clusters Score -1132467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1132468.375000 Penalty: 4578.637207
	Iteration 73Q: 3 clusters Score -1132468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1132470.375000 Penalty: 4578.637207
	Iteration 74Q: 3 clusters Score -1132470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1132470.625000 Penalty: 4578.637207
	Iteration 75Q: 3 clusters Score -1132471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1132470.625000 Penalty: 4578.637207
	Iteration 76F: 3 clusters Score -1132471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Entering Unmasked Estep 
Score: -806759.125000 Penalty: 2229.968994
	Iteration 0F: 2 clusters Score -806759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -800401.937500 Penalty: 4459.937988
	Iteration 0F: 3 clusters Score -800401.9 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -802315.375000 Penalty: 4459.937988
	Iteration 1F: 3 clusters Score -802315.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -802672.187500 Penalty: 4459.937988
	Iteration 2F: 3 clusters Score -802672.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -802949.125000 Penalty: 4459.937988
	Iteration 3F: 3 clusters Score -802949.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -803200.187500 Penalty: 4459.937988
	Iteration 4Q: 3 clusters Score -803200.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -803479.062500 Penalty: 4459.937988
	Iteration 5Q: 3 clusters Score -803479.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -803752.000000 Penalty: 4459.937988
	Iteration 6Q: 3 clusters Score -803752 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -803968.000000 Penalty: 4459.937988
	Iteration 7Q: 3 clusters Score -803968 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -804144.250000 Penalty: 4459.937988
	Iteration 8Q: 3 clusters Score -804144.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -804302.437500 Penalty: 4459.937988
	Iteration 9Q: 3 clusters Score -804302.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -804428.750000 Penalty: 4459.937988
	Iteration 10Q: 3 clusters Score -804428.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -804525.812500 Penalty: 4459.937988
	Iteration 11Q: 3 clusters Score -804525.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -804599.312500 Penalty: 4459.937988
	Iteration 12Q: 3 clusters Score -804599.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -804651.437500 Penalty: 4459.937988
	Iteration 13Q: 3 clusters Score -804651.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -804697.562500 Penalty: 4459.937988
	Iteration 14Q: 3 clusters Score -804697.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -804737.562500 Penalty: 4459.937988
	Iteration 15Q: 3 clusters Score -804737.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -804776.875000 Penalty: 4459.937988
	Iteration 16Q: 3 clusters Score -804776.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -804803.812500 Penalty: 4459.937988
	Iteration 17Q: 3 clusters Score -804803.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -804830.187500 Penalty: 4459.937988
	Iteration 18Q: 3 clusters Score -804830.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -804863.000000 Penalty: 4459.937988
	Iteration 19Q: 3 clusters Score -804863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -804891.750000 Penalty: 4459.937988
	Iteration 20F: 3 clusters Score -804891.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -804911.625000 Penalty: 4459.937988
	Iteration 21Q: 3 clusters Score -804911.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -804925.875000 Penalty: 4459.937988
	Iteration 22Q: 3 clusters Score -804925.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -804939.500000 Penalty: 4459.937988
	Iteration 23Q: 3 clusters Score -804939.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -804948.875000 Penalty: 4459.937988
	Iteration 24Q: 3 clusters Score -804948.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -804957.812500 Penalty: 4459.937988
	Iteration 25Q: 3 clusters Score -804957.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -804968.437500 Penalty: 4459.937988
	Iteration 26Q: 3 clusters Score -804968.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -804977.375000 Penalty: 4459.937988
	Iteration 27Q: 3 clusters Score -804977.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -804986.437500 Penalty: 4459.937988
	Iteration 28Q: 3 clusters Score -804986.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -804999.375000 Penalty: 4459.937988
	Iteration 29Q: 3 clusters Score -804999.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -805009.250000 Penalty: 4459.937988
	Iteration 30Q: 3 clusters Score -805009.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -805021.875000 Penalty: 4459.937988
	Iteration 31Q: 3 clusters Score -805021.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -805034.562500 Penalty: 4459.937988
	Iteration 32Q: 3 clusters Score -805034.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -805047.187500 Penalty: 4459.937988
	Iteration 33Q: 3 clusters Score -805047.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -805063.437500 Penalty: 4459.937988
	Iteration 34Q: 3 clusters Score -805063.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -805085.875000 Penalty: 4459.937988
	Iteration 35Q: 3 clusters Score -805085.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -805104.812500 Penalty: 4459.937988
	Iteration 36Q: 3 clusters Score -805104.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -805121.500000 Penalty: 4459.937988
	Iteration 37Q: 3 clusters Score -805121.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -805137.125000 Penalty: 4459.937988
	Iteration 38Q: 3 clusters Score -805137.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -805151.000000 Penalty: 4459.937988
	Iteration 39Q: 3 clusters Score -805151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -805165.562500 Penalty: 4459.937988
	Iteration 40F: 3 clusters Score -805165.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -805180.375000 Penalty: 4459.937988
	Iteration 41Q: 3 clusters Score -805180.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -805190.000000 Penalty: 4459.937988
	Iteration 42Q: 3 clusters Score -805190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -805197.500000 Penalty: 4459.937988
	Iteration 43Q: 3 clusters Score -805197.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -805206.312500 Penalty: 4459.937988
	Iteration 44Q: 3 clusters Score -805206.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -805214.750000 Penalty: 4459.937988
	Iteration 45Q: 3 clusters Score -805214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -805217.250000 Penalty: 4459.937988
	Iteration 46Q: 3 clusters Score -805217.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -805221.812500 Penalty: 4459.937988
	Iteration 47Q: 3 clusters Score -805221.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -805228.312500 Penalty: 4459.937988
	Iteration 48Q: 3 clusters Score -805228.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -805233.125000 Penalty: 4459.937988
	Iteration 49Q: 3 clusters Score -805233.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -805237.937500 Penalty: 4459.937988
	Iteration 50Q: 3 clusters Score -805237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -805242.875000 Penalty: 4459.937988
	Iteration 51Q: 3 clusters Score -805242.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -805250.125000 Penalty: 4459.937988
	Iteration 52Q: 3 clusters Score -805250.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -805257.375000 Penalty: 4459.937988
	Iteration 53Q: 3 clusters Score -805257.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -805265.125000 Penalty: 4459.937988
	Iteration 54Q: 3 clusters Score -805265.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -805269.750000 Penalty: 4459.937988
	Iteration 55Q: 3 clusters Score -805269.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -805271.562500 Penalty: 4459.937988
	Iteration 56Q: 3 clusters Score -805271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -805274.812500 Penalty: 4459.937988
	Iteration 57Q: 3 clusters Score -805274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -805278.187500 Penalty: 4459.937988
	Iteration 58Q: 3 clusters Score -805278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -805277.937500 Penalty: 4459.937988
	Iteration 59Q: 3 clusters Score -805277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -805278.937500 Penalty: 4459.937988
	Iteration 60F: 3 clusters Score -805278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -805281.750000 Penalty: 4459.937988
	Iteration 61Q: 3 clusters Score -805281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -805283.937500 Penalty: 4459.937988
	Iteration 62Q: 3 clusters Score -805283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -805285.687500 Penalty: 4459.937988
	Iteration 63Q: 3 clusters Score -805285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -805288.437500 Penalty: 4459.937988
	Iteration 64Q: 3 clusters Score -805288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -805290.125000 Penalty: 4459.937988
	Iteration 65Q: 3 clusters Score -805290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -805293.562500 Penalty: 4459.937988
	Iteration 66Q: 3 clusters Score -805293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -805298.062500 Penalty: 4459.937988
	Iteration 67Q: 3 clusters Score -805298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -805298.687500 Penalty: 4459.937988
	Iteration 68Q: 3 clusters Score -805298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -805299.500000 Penalty: 4459.937988
	Iteration 69Q: 3 clusters Score -805299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -805299.750000 Penalty: 4459.937988
	Iteration 70Q: 3 clusters Score -805299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -805301.250000 Penalty: 4459.937988
	Iteration 71Q: 3 clusters Score -805301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -805301.375000 Penalty: 4459.937988
	Iteration 72Q: 3 clusters Score -805301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -805301.375000 Penalty: 4459.937988
	Iteration 73Q: 3 clusters Score -805301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -805302.250000 Penalty: 4459.937988
	Iteration 74Q: 3 clusters Score -805302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -805304.250000 Penalty: 4459.937988
	Iteration 75Q: 3 clusters Score -805304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -805304.562500 Penalty: 4459.937988
	Iteration 76Q: 3 clusters Score -805304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -805303.875000 Penalty: 4459.937988
	Iteration 77Q: 3 clusters Score -805303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -805304.937500 Penalty: 4459.937988
	Iteration 78Q: 3 clusters Score -805304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -805303.687500 Penalty: 4459.937988
	Iteration 79Q: 3 clusters Score -805303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -805303.687500 Penalty: 4459.937988
	Iteration 80F: 3 clusters Score -805303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Entering Unmasked Estep 
Score: -6859905.500000 Penalty: 2726.907471
	Iteration 0F: 2 clusters Score -6859906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -6819808.500000 Penalty: 5453.814941
	Iteration 0F: 3 clusters Score -6819808 nChanged 27743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -6835395.000000 Penalty: 5453.814941
	Iteration 1F: 3 clusters Score -6835395 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -6836229.000000 Penalty: 5453.814941
	Iteration 2Q: 3 clusters Score -6836229 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -6837373.000000 Penalty: 5453.814941
	Iteration 3Q: 3 clusters Score -6837373 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -6839006.500000 Penalty: 5453.814941
	Iteration 4Q: 3 clusters Score -6839006 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -6841299.000000 Penalty: 5453.814941
	Iteration 5F: 3 clusters Score -6841299 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -6844181.500000 Penalty: 5453.814941
	Iteration 6F: 3 clusters Score -6844182 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -6846992.500000 Penalty: 5453.814941
	Iteration 7F: 3 clusters Score -6846992 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -6849593.000000 Penalty: 5453.814941
	Iteration 8F: 3 clusters Score -6849593 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -6851604.500000 Penalty: 5453.814941
	Iteration 9Q: 3 clusters Score -6851604 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6853042.500000 Penalty: 5453.814941
	Iteration 10Q: 3 clusters Score -6853042 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6854004.500000 Penalty: 5453.814941
	Iteration 11Q: 3 clusters Score -6854004 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -6854629.500000 Penalty: 5453.814941
	Iteration 12Q: 3 clusters Score -6854630 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -6855110.500000 Penalty: 5453.814941
	Iteration 13Q: 3 clusters Score -6855110 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6855441.500000 Penalty: 5453.814941
	Iteration 14Q: 3 clusters Score -6855442 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6855747.000000 Penalty: 5453.814941
	Iteration 15Q: 3 clusters Score -6855747 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6856068.500000 Penalty: 5453.814941
	Iteration 16Q: 3 clusters Score -6856068 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6856333.000000 Penalty: 5453.814941
	Iteration 17Q: 3 clusters Score -6856333 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6856524.000000 Penalty: 5453.814941
	Iteration 18Q: 3 clusters Score -6856524 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6856677.500000 Penalty: 5453.814941
	Iteration 19Q: 3 clusters Score -6856678 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6856840.000000 Penalty: 5453.814941
	Iteration 20F: 3 clusters Score -6856840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6856965.000000 Penalty: 5453.814941
	Iteration 21Q: 3 clusters Score -6856965 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6857070.500000 Penalty: 5453.814941
	Iteration 22Q: 3 clusters Score -6857070 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6857171.000000 Penalty: 5453.814941
	Iteration 23Q: 3 clusters Score -6857171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6857234.500000 Penalty: 5453.814941
	Iteration 24Q: 3 clusters Score -6857234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6857298.500000 Penalty: 5453.814941
	Iteration 25Q: 3 clusters Score -6857298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6857351.500000 Penalty: 5453.814941
	Iteration 26Q: 3 clusters Score -6857352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6857383.000000 Penalty: 5453.814941
	Iteration 27Q: 3 clusters Score -6857383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6857444.000000 Penalty: 5453.814941
	Iteration 28Q: 3 clusters Score -6857444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58858 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6857463.000000 Penalty: 5453.814941
	Iteration 29Q: 3 clusters Score -6857463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6857479.000000 Penalty: 5453.814941
	Iteration 30Q: 3 clusters Score -6857479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6857494.500000 Penalty: 5453.814941
	Iteration 31Q: 3 clusters Score -6857494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6857509.000000 Penalty: 5453.814941
	Iteration 32Q: 3 clusters Score -6857509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6857515.000000 Penalty: 5453.814941
	Iteration 33Q: 3 clusters Score -6857515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6857522.500000 Penalty: 5453.814941
	Iteration 34Q: 3 clusters Score -6857522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6857534.500000 Penalty: 5453.814941
	Iteration 35Q: 3 clusters Score -6857534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6857536.500000 Penalty: 5453.814941
	Iteration 36Q: 3 clusters Score -6857536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6857538.500000 Penalty: 5453.814941
	Iteration 37Q: 3 clusters Score -6857538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6857546.500000 Penalty: 5453.814941
	Iteration 38Q: 3 clusters Score -6857546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6857553.500000 Penalty: 5453.814941
	Iteration 39Q: 3 clusters Score -6857554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6857554.000000 Penalty: 5453.814941
	Iteration 40F: 3 clusters Score -6857554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6857560.000000 Penalty: 5453.814941
	Iteration 41Q: 3 clusters Score -6857560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6857564.500000 Penalty: 5453.814941
	Iteration 42Q: 3 clusters Score -6857564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6857564.000000 Penalty: 5453.814941
	Iteration 43Q: 3 clusters Score -6857564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6857564.000000 Penalty: 5453.814941
	Iteration 44Q: 3 clusters Score -6857564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6857568.500000 Penalty: 5453.814941
	Iteration 45Q: 3 clusters Score -6857568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6857568.500000 Penalty: 5453.814941
	Iteration 46F: 3 clusters Score -6857568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -896609.187500 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -896609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -890378.437500 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -890378.4 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -892205.875000 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -892205.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -892586.250000 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -892586.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -892855.437500 Penalty: 4448.640625
	Iteration 3F: 3 clusters Score -892855.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -893013.437500 Penalty: 4448.640625
	Iteration 4Q: 3 clusters Score -893013.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -893145.875000 Penalty: 4448.640625
	Iteration 5Q: 3 clusters Score -893145.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -893252.312500 Penalty: 4448.640625
	Iteration 6Q: 3 clusters Score -893252.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -893347.125000 Penalty: 4448.640625
	Iteration 7Q: 3 clusters Score -893347.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -893437.062500 Penalty: 4448.640625
	Iteration 8Q: 3 clusters Score -893437.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -893561.187500 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -893561.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -893682.500000 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -893682.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -893811.375000 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -893811.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -893952.312500 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -893952.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -894094.875000 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -894094.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -894226.500000 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -894226.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -894352.375000 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -894352.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -894449.500000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -894449.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -894530.625000 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -894530.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -894594.375000 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -894594.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -894650.062500 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -894650.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -894716.437500 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -894716.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -894763.125000 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -894763.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -894793.125000 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -894793.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -894814.750000 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -894814.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -894835.375000 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -894835.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -894855.625000 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -894855.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -894871.062500 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -894871.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -894895.375000 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -894895.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -894907.187500 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -894907.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -894914.687500 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -894914.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -894921.125000 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -894921.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -894925.062500 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -894925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -894927.062500 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -894927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -894929.937500 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -894929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -894932.000000 Penalty: 4448.640625
	Iteration 34Q: 3 clusters Score -894932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -894934.187500 Penalty: 4448.640625
	Iteration 35Q: 3 clusters Score -894934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -894935.312500 Penalty: 4448.640625
	Iteration 36Q: 3 clusters Score -894935.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -894937.062500 Penalty: 4448.640625
	Iteration 37Q: 3 clusters Score -894937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -894938.187500 Penalty: 4448.640625
	Iteration 38Q: 3 clusters Score -894938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -894938.187500 Penalty: 4448.640625
	Iteration 39Q: 3 clusters Score -894938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -894938.187500 Penalty: 4448.640625
	Iteration 40F: 3 clusters Score -894938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -34195.375000 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -34195.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32956.757812 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -32956.76 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33315.386719 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -33315.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33632.683594 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -33632.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33972.109375 Penalty: 2937.102783
	Iteration 3F: 3 clusters Score -33972.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34180.183594 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -34180.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34268.214844 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -34268.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -34438.281250 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -34438.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -34490.210938 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -34490.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -34507.500000 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -34507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -34511.363281 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -34511.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -34514.382812 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -34514.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -34517.804688 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -34517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -34517.804688 Penalty: 2937.102783
	Iteration 12F: 3 clusters Score -34517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171038 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 285 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32463 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27964 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54314 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21966 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5847 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6104 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9999 members 
Mstep: Class 91 contains 2935 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Mstep: Class 101 contains 88 members 
Entering Unmasked Estep 
Score: -212296880.000000 Penalty: 362902.031250
Splitting cluster 21 changes total score from -212298720.000000 to -212296880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -1410850.375000 Penalty: 2341.263428
	Iteration 0F: 2 clusters Score -1410850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1401573.250000 Penalty: 4682.526855
	Iteration 0F: 3 clusters Score -1401573 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1404747.250000 Penalty: 4682.526855
	Iteration 1F: 3 clusters Score -1404747 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1405180.375000 Penalty: 4682.526855
	Iteration 2F: 3 clusters Score -1405180 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1405487.500000 Penalty: 4682.526855
	Iteration 3F: 3 clusters Score -1405488 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1405722.750000 Penalty: 4682.526855
	Iteration 4Q: 3 clusters Score -1405723 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1405934.750000 Penalty: 4682.526855
	Iteration 5Q: 3 clusters Score -1405935 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1406136.125000 Penalty: 4682.526855
	Iteration 6Q: 3 clusters Score -1406136 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1406330.500000 Penalty: 4682.526855
	Iteration 7Q: 3 clusters Score -1406330 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1406512.125000 Penalty: 4682.526855
	Iteration 8Q: 3 clusters Score -1406512 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1406686.875000 Penalty: 4682.526855
	Iteration 9Q: 3 clusters Score -1406687 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1406847.375000 Penalty: 4682.526855
	Iteration 10Q: 3 clusters Score -1406847 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1407001.500000 Penalty: 4682.526855
	Iteration 11Q: 3 clusters Score -1407002 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1407161.000000 Penalty: 4682.526855
	Iteration 12Q: 3 clusters Score -1407161 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1407302.750000 Penalty: 4682.526855
	Iteration 13Q: 3 clusters Score -1407303 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1407443.250000 Penalty: 4682.526855
	Iteration 14Q: 3 clusters Score -1407443 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1407585.875000 Penalty: 4682.526855
	Iteration 15Q: 3 clusters Score -1407586 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1407721.625000 Penalty: 4682.526855
	Iteration 16Q: 3 clusters Score -1407722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1407831.000000 Penalty: 4682.526855
	Iteration 17Q: 3 clusters Score -1407831 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1407935.750000 Penalty: 4682.526855
	Iteration 18Q: 3 clusters Score -1407936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1408012.250000 Penalty: 4682.526855
	Iteration 19Q: 3 clusters Score -1408012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1408078.875000 Penalty: 4682.526855
	Iteration 20F: 3 clusters Score -1408079 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1408139.625000 Penalty: 4682.526855
	Iteration 21Q: 3 clusters Score -1408140 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1408201.875000 Penalty: 4682.526855
	Iteration 22Q: 3 clusters Score -1408202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1408256.000000 Penalty: 4682.526855
	Iteration 23Q: 3 clusters Score -1408256 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1408298.000000 Penalty: 4682.526855
	Iteration 24Q: 3 clusters Score -1408298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1408337.625000 Penalty: 4682.526855
	Iteration 25Q: 3 clusters Score -1408338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1408368.250000 Penalty: 4682.526855
	Iteration 26Q: 3 clusters Score -1408368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1408393.875000 Penalty: 4682.526855
	Iteration 27Q: 3 clusters Score -1408394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1408418.750000 Penalty: 4682.526855
	Iteration 28Q: 3 clusters Score -1408419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1408435.000000 Penalty: 4682.526855
	Iteration 29Q: 3 clusters Score -1408435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1408450.375000 Penalty: 4682.526855
	Iteration 30Q: 3 clusters Score -1408450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1408467.000000 Penalty: 4682.526855
	Iteration 31Q: 3 clusters Score -1408467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1408479.125000 Penalty: 4682.526855
	Iteration 32Q: 3 clusters Score -1408479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1408490.125000 Penalty: 4682.526855
	Iteration 33Q: 3 clusters Score -1408490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1408500.000000 Penalty: 4682.526855
	Iteration 34Q: 3 clusters Score -1408500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1408513.125000 Penalty: 4682.526855
	Iteration 35Q: 3 clusters Score -1408513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1408522.875000 Penalty: 4682.526855
	Iteration 36Q: 3 clusters Score -1408523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1408524.125000 Penalty: 4682.526855
	Iteration 37Q: 3 clusters Score -1408524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1408541.375000 Penalty: 4682.526855
	Iteration 38Q: 3 clusters Score -1408541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1408546.250000 Penalty: 4682.526855
	Iteration 39Q: 3 clusters Score -1408546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1408547.500000 Penalty: 4682.526855
	Iteration 40F: 3 clusters Score -1408548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1408550.375000 Penalty: 4682.526855
	Iteration 41Q: 3 clusters Score -1408550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1408555.000000 Penalty: 4682.526855
	Iteration 42Q: 3 clusters Score -1408555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1408557.125000 Penalty: 4682.526855
	Iteration 43Q: 3 clusters Score -1408557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1408560.375000 Penalty: 4682.526855
	Iteration 44Q: 3 clusters Score -1408560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1408564.750000 Penalty: 4682.526855
	Iteration 45Q: 3 clusters Score -1408565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1408569.625000 Penalty: 4682.526855
	Iteration 46Q: 3 clusters Score -1408570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1408575.000000 Penalty: 4682.526855
	Iteration 47Q: 3 clusters Score -1408575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1408576.500000 Penalty: 4682.526855
	Iteration 48Q: 3 clusters Score -1408576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1408582.875000 Penalty: 4682.526855
	Iteration 49Q: 3 clusters Score -1408583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1408590.250000 Penalty: 4682.526855
	Iteration 50Q: 3 clusters Score -1408590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1408596.750000 Penalty: 4682.526855
	Iteration 51Q: 3 clusters Score -1408597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1408605.000000 Penalty: 4682.526855
	Iteration 52Q: 3 clusters Score -1408605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1408612.125000 Penalty: 4682.526855
	Iteration 53Q: 3 clusters Score -1408612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1408617.875000 Penalty: 4682.526855
	Iteration 54Q: 3 clusters Score -1408618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1408625.750000 Penalty: 4682.526855
	Iteration 55Q: 3 clusters Score -1408626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1408628.750000 Penalty: 4682.526855
	Iteration 56Q: 3 clusters Score -1408629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1408632.875000 Penalty: 4682.526855
	Iteration 57Q: 3 clusters Score -1408633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1408636.875000 Penalty: 4682.526855
	Iteration 58Q: 3 clusters Score -1408637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1408644.000000 Penalty: 4682.526855
	Iteration 59Q: 3 clusters Score -1408644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1408650.375000 Penalty: 4682.526855
	Iteration 60F: 3 clusters Score -1408650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1408655.500000 Penalty: 4682.526855
	Iteration 61Q: 3 clusters Score -1408656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1408663.000000 Penalty: 4682.526855
	Iteration 62Q: 3 clusters Score -1408663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1408664.875000 Penalty: 4682.526855
	Iteration 63Q: 3 clusters Score -1408665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1408665.375000 Penalty: 4682.526855
	Iteration 64Q: 3 clusters Score -1408665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1408673.625000 Penalty: 4682.526855
	Iteration 65Q: 3 clusters Score -1408674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1408678.250000 Penalty: 4682.526855
	Iteration 66Q: 3 clusters Score -1408678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1408679.500000 Penalty: 4682.526855
	Iteration 67Q: 3 clusters Score -1408680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1408682.375000 Penalty: 4682.526855
	Iteration 68Q: 3 clusters Score -1408682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1408682.875000 Penalty: 4682.526855
	Iteration 69Q: 3 clusters Score -1408683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1408687.000000 Penalty: 4682.526855
	Iteration 70Q: 3 clusters Score -1408687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1408689.250000 Penalty: 4682.526855
	Iteration 71Q: 3 clusters Score -1408689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1408689.625000 Penalty: 4682.526855
	Iteration 72Q: 3 clusters Score -1408690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1408693.000000 Penalty: 4682.526855
	Iteration 73Q: 3 clusters Score -1408693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1408695.875000 Penalty: 4682.526855
	Iteration 74Q: 3 clusters Score -1408696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1408704.250000 Penalty: 4682.526855
	Iteration 75Q: 3 clusters Score -1408704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1408708.125000 Penalty: 4682.526855
	Iteration 76Q: 3 clusters Score -1408708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1408708.500000 Penalty: 4682.526855
	Iteration 77Q: 3 clusters Score -1408708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1408711.375000 Penalty: 4682.526855
	Iteration 78Q: 3 clusters Score -1408711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1408713.250000 Penalty: 4682.526855
	Iteration 79Q: 3 clusters Score -1408713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1408718.375000 Penalty: 4682.526855
	Iteration 80F: 3 clusters Score -1408718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1408722.375000 Penalty: 4682.526855
	Iteration 81Q: 3 clusters Score -1408722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1408728.625000 Penalty: 4682.526855
	Iteration 82Q: 3 clusters Score -1408729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1408728.000000 Penalty: 4682.526855
	Iteration 83Q: 3 clusters Score -1408728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1408732.250000 Penalty: 4682.526855
	Iteration 84Q: 3 clusters Score -1408732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1408732.875000 Penalty: 4682.526855
	Iteration 85Q: 3 clusters Score -1408733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1408735.250000 Penalty: 4682.526855
	Iteration 86Q: 3 clusters Score -1408735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1408733.125000 Penalty: 4682.526855
	Iteration 87Q: 3 clusters Score -1408733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1408734.000000 Penalty: 4682.526855
	Iteration 88Q: 3 clusters Score -1408734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1408732.250000 Penalty: 4682.526855
	Iteration 89Q: 3 clusters Score -1408732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1408732.250000 Penalty: 4682.526855
	Iteration 90F: 3 clusters Score -1408732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Entering Unmasked Estep 
Score: -1906062.125000 Penalty: 2408.987305
	Iteration 0F: 2 clusters Score -1906062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1894151.125000 Penalty: 4817.974609
	Iteration 0F: 3 clusters Score -1894151 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1897936.250000 Penalty: 4817.974609
	Iteration 1F: 3 clusters Score -1897936 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1898295.500000 Penalty: 4817.974609
	Iteration 2F: 3 clusters Score -1898296 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1898616.625000 Penalty: 4817.974609
	Iteration 3Q: 3 clusters Score -1898617 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1898930.750000 Penalty: 4817.974609
	Iteration 4Q: 3 clusters Score -1898931 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1899264.875000 Penalty: 4817.974609
	Iteration 5Q: 3 clusters Score -1899265 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1899638.750000 Penalty: 4817.974609
	Iteration 6Q: 3 clusters Score -1899639 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1900073.250000 Penalty: 4817.974609
	Iteration 7Q: 3 clusters Score -1900073 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1900505.500000 Penalty: 4817.974609
	Iteration 8F: 3 clusters Score -1900506 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1900913.625000 Penalty: 4817.974609
	Iteration 9Q: 3 clusters Score -1900914 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1901253.000000 Penalty: 4817.974609
	Iteration 10Q: 3 clusters Score -1901253 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1901532.750000 Penalty: 4817.974609
	Iteration 11Q: 3 clusters Score -1901533 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1901761.375000 Penalty: 4817.974609
	Iteration 12Q: 3 clusters Score -1901761 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1902003.250000 Penalty: 4817.974609
	Iteration 13Q: 3 clusters Score -1902003 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1902205.750000 Penalty: 4817.974609
	Iteration 14Q: 3 clusters Score -1902206 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1902424.750000 Penalty: 4817.974609
	Iteration 15Q: 3 clusters Score -1902425 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1902640.125000 Penalty: 4817.974609
	Iteration 16Q: 3 clusters Score -1902640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1902846.625000 Penalty: 4817.974609
	Iteration 17Q: 3 clusters Score -1902847 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1903042.250000 Penalty: 4817.974609
	Iteration 18Q: 3 clusters Score -1903042 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1903237.000000 Penalty: 4817.974609
	Iteration 19Q: 3 clusters Score -1903237 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1903400.875000 Penalty: 4817.974609
	Iteration 20F: 3 clusters Score -1903401 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1903555.375000 Penalty: 4817.974609
	Iteration 21Q: 3 clusters Score -1903555 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1903659.625000 Penalty: 4817.974609
	Iteration 22Q: 3 clusters Score -1903660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1903756.125000 Penalty: 4817.974609
	Iteration 23Q: 3 clusters Score -1903756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1903813.125000 Penalty: 4817.974609
	Iteration 24Q: 3 clusters Score -1903813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1903853.875000 Penalty: 4817.974609
	Iteration 25Q: 3 clusters Score -1903854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1903885.625000 Penalty: 4817.974609
	Iteration 26Q: 3 clusters Score -1903886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1903915.125000 Penalty: 4817.974609
	Iteration 27Q: 3 clusters Score -1903915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1903939.125000 Penalty: 4817.974609
	Iteration 28Q: 3 clusters Score -1903939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1903964.125000 Penalty: 4817.974609
	Iteration 29Q: 3 clusters Score -1903964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1903973.875000 Penalty: 4817.974609
	Iteration 30Q: 3 clusters Score -1903974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1903978.125000 Penalty: 4817.974609
	Iteration 31Q: 3 clusters Score -1903978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1903995.875000 Penalty: 4817.974609
	Iteration 32Q: 3 clusters Score -1903996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1904003.250000 Penalty: 4817.974609
	Iteration 33Q: 3 clusters Score -1904003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1904008.125000 Penalty: 4817.974609
	Iteration 34Q: 3 clusters Score -1904008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1904019.125000 Penalty: 4817.974609
	Iteration 35Q: 3 clusters Score -1904019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1904027.000000 Penalty: 4817.974609
	Iteration 36Q: 3 clusters Score -1904027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1904026.375000 Penalty: 4817.974609
	Iteration 37Q: 3 clusters Score -1904026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1904032.500000 Penalty: 4817.974609
	Iteration 38Q: 3 clusters Score -1904032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1904033.875000 Penalty: 4817.974609
	Iteration 39Q: 3 clusters Score -1904034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1904037.375000 Penalty: 4817.974609
	Iteration 40F: 3 clusters Score -1904037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1904042.625000 Penalty: 4817.974609
	Iteration 41Q: 3 clusters Score -1904043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1904043.750000 Penalty: 4817.974609
	Iteration 42Q: 3 clusters Score -1904044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1904045.000000 Penalty: 4817.974609
	Iteration 43Q: 3 clusters Score -1904045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1904049.000000 Penalty: 4817.974609
	Iteration 44Q: 3 clusters Score -1904049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1904048.375000 Penalty: 4817.974609
	Iteration 45Q: 3 clusters Score -1904048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1904051.250000 Penalty: 4817.974609
	Iteration 46Q: 3 clusters Score -1904051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1904052.375000 Penalty: 4817.974609
	Iteration 47Q: 3 clusters Score -1904052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1904056.750000 Penalty: 4817.974609
	Iteration 48Q: 3 clusters Score -1904057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1904057.750000 Penalty: 4817.974609
	Iteration 49Q: 3 clusters Score -1904058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1904057.750000 Penalty: 4817.974609
	Iteration 50Q: 3 clusters Score -1904058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1904059.750000 Penalty: 4817.974609
	Iteration 51Q: 3 clusters Score -1904060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1904058.875000 Penalty: 4817.974609
	Iteration 52Q: 3 clusters Score -1904059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1904059.875000 Penalty: 4817.974609
	Iteration 53Q: 3 clusters Score -1904060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1904059.875000 Penalty: 4817.974609
	Iteration 54F: 3 clusters Score -1904060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -3342386.250000 Penalty: 2576.188477
	Iteration 0F: 2 clusters Score -3342386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3320265.250000 Penalty: 5152.376953
	Iteration 0F: 3 clusters Score -3320265 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3328991.000000 Penalty: 5152.376953
	Iteration 1F: 3 clusters Score -3328991 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3330195.250000 Penalty: 5152.376953
	Iteration 2F: 3 clusters Score -3330195 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3331495.500000 Penalty: 5152.376953
	Iteration 3F: 3 clusters Score -3331496 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3332660.250000 Penalty: 5152.376953
	Iteration 4F: 3 clusters Score -3332660 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3333663.500000 Penalty: 5152.376953
	Iteration 5F: 3 clusters Score -3333664 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3334382.500000 Penalty: 5152.376953
	Iteration 6F: 3 clusters Score -3334382 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3334945.000000 Penalty: 5152.376953
	Iteration 7Q: 3 clusters Score -3334945 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3335406.750000 Penalty: 5152.376953
	Iteration 8Q: 3 clusters Score -3335407 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3335774.500000 Penalty: 5152.376953
	Iteration 9Q: 3 clusters Score -3335774 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3336116.000000 Penalty: 5152.376953
	Iteration 10Q: 3 clusters Score -3336116 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3336444.750000 Penalty: 5152.376953
	Iteration 11Q: 3 clusters Score -3336445 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3336693.250000 Penalty: 5152.376953
	Iteration 12Q: 3 clusters Score -3336693 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3336958.000000 Penalty: 5152.376953
	Iteration 13Q: 3 clusters Score -3336958 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3337210.250000 Penalty: 5152.376953
	Iteration 14Q: 3 clusters Score -3337210 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3337438.500000 Penalty: 5152.376953
	Iteration 15Q: 3 clusters Score -3337438 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3337618.250000 Penalty: 5152.376953
	Iteration 16Q: 3 clusters Score -3337618 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3337774.500000 Penalty: 5152.376953
	Iteration 17Q: 3 clusters Score -3337774 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3337913.500000 Penalty: 5152.376953
	Iteration 18Q: 3 clusters Score -3337914 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3337999.750000 Penalty: 5152.376953
	Iteration 19Q: 3 clusters Score -3338000 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3338111.250000 Penalty: 5152.376953
	Iteration 20F: 3 clusters Score -3338111 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3338183.250000 Penalty: 5152.376953
	Iteration 21Q: 3 clusters Score -3338183 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3338277.500000 Penalty: 5152.376953
	Iteration 22Q: 3 clusters Score -3338278 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3338339.750000 Penalty: 5152.376953
	Iteration 23Q: 3 clusters Score -3338340 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3338416.000000 Penalty: 5152.376953
	Iteration 24Q: 3 clusters Score -3338416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3338496.000000 Penalty: 5152.376953
	Iteration 25Q: 3 clusters Score -3338496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3338579.250000 Penalty: 5152.376953
	Iteration 26Q: 3 clusters Score -3338579 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3338648.000000 Penalty: 5152.376953
	Iteration 27Q: 3 clusters Score -3338648 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3338745.500000 Penalty: 5152.376953
	Iteration 28Q: 3 clusters Score -3338746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3338865.250000 Penalty: 5152.376953
	Iteration 29Q: 3 clusters Score -3338865 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3338958.750000 Penalty: 5152.376953
	Iteration 30Q: 3 clusters Score -3338959 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3339073.000000 Penalty: 5152.376953
	Iteration 31Q: 3 clusters Score -3339073 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3339181.000000 Penalty: 5152.376953
	Iteration 32Q: 3 clusters Score -3339181 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3339323.500000 Penalty: 5152.376953
	Iteration 33Q: 3 clusters Score -3339324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3339458.750000 Penalty: 5152.376953
	Iteration 34Q: 3 clusters Score -3339459 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3339608.000000 Penalty: 5152.376953
	Iteration 35Q: 3 clusters Score -3339608 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3339735.750000 Penalty: 5152.376953
	Iteration 36Q: 3 clusters Score -3339736 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -3339893.250000 Penalty: 5152.376953
	Iteration 37Q: 3 clusters Score -3339893 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3340032.250000 Penalty: 5152.376953
	Iteration 38Q: 3 clusters Score -3340032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3340160.000000 Penalty: 5152.376953
	Iteration 39Q: 3 clusters Score -3340160 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3340274.500000 Penalty: 5152.376953
	Iteration 40F: 3 clusters Score -3340274 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3340341.750000 Penalty: 5152.376953
	Iteration 41Q: 3 clusters Score -3340342 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3340388.750000 Penalty: 5152.376953
	Iteration 42Q: 3 clusters Score -3340389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -3340434.250000 Penalty: 5152.376953
	Iteration 43Q: 3 clusters Score -3340434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3340463.250000 Penalty: 5152.376953
	Iteration 44Q: 3 clusters Score -3340463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3340490.250000 Penalty: 5152.376953
	Iteration 45Q: 3 clusters Score -3340490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3340515.750000 Penalty: 5152.376953
	Iteration 46Q: 3 clusters Score -3340516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3340541.750000 Penalty: 5152.376953
	Iteration 47Q: 3 clusters Score -3340542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3340564.250000 Penalty: 5152.376953
	Iteration 48Q: 3 clusters Score -3340564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3340578.500000 Penalty: 5152.376953
	Iteration 49Q: 3 clusters Score -3340578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3340590.750000 Penalty: 5152.376953
	Iteration 50Q: 3 clusters Score -3340591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3340604.250000 Penalty: 5152.376953
	Iteration 51Q: 3 clusters Score -3340604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3340609.750000 Penalty: 5152.376953
	Iteration 52Q: 3 clusters Score -3340610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3340612.250000 Penalty: 5152.376953
	Iteration 53Q: 3 clusters Score -3340612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3340619.000000 Penalty: 5152.376953
	Iteration 54Q: 3 clusters Score -3340619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3340631.750000 Penalty: 5152.376953
	Iteration 55Q: 3 clusters Score -3340632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -3340639.500000 Penalty: 5152.376953
	Iteration 56Q: 3 clusters Score -3340640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3340645.500000 Penalty: 5152.376953
	Iteration 57Q: 3 clusters Score -3340646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3340646.000000 Penalty: 5152.376953
	Iteration 58Q: 3 clusters Score -3340646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3340650.500000 Penalty: 5152.376953
	Iteration 59Q: 3 clusters Score -3340650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3340648.000000 Penalty: 5152.376953
	Iteration 60F: 3 clusters Score -3340648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3340654.000000 Penalty: 5152.376953
	Iteration 61Q: 3 clusters Score -3340654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3340652.750000 Penalty: 5152.376953
	Iteration 62Q: 3 clusters Score -3340653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3340665.000000 Penalty: 5152.376953
	Iteration 63Q: 3 clusters Score -3340665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3340666.500000 Penalty: 5152.376953
	Iteration 64Q: 3 clusters Score -3340666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3340665.500000 Penalty: 5152.376953
	Iteration 65Q: 3 clusters Score -3340666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3340667.000000 Penalty: 5152.376953
	Iteration 66Q: 3 clusters Score -3340667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3340666.250000 Penalty: 5152.376953
	Iteration 67Q: 3 clusters Score -3340666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3340668.000000 Penalty: 5152.376953
	Iteration 68Q: 3 clusters Score -3340668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3340668.000000 Penalty: 5152.376953
	Iteration 69Q: 3 clusters Score -3340668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3340668.000000 Penalty: 5152.376953
	Iteration 70F: 3 clusters Score -3340668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -614610.625000 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -614610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -609875.937500 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -609875.9 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -611074.375000 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -611074.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -611365.625000 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -611365.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -611669.750000 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -611669.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -612070.812500 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -612070.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -612641.625000 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -612641.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -613235.937500 Penalty: 4269.994629
	Iteration 6F: 3 clusters Score -613235.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -613639.312500 Penalty: 4269.994629
	Iteration 7F: 3 clusters Score -613639.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -613853.562500 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -613853.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -613970.875000 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -613970.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -614032.312500 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -614032.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -614070.625000 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -614070.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -614092.812500 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -614092.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -614108.125000 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -614108.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -614117.062500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -614117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -614120.062500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -614120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -614120.250000 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -614120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -614122.500000 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -614122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -614123.187500 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -614123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -614123.250000 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -614123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -614122.750000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -614122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -614125.000000 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -614125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -614125.000000 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -614125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -614124.937500 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -614124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -614124.937500 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -614124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -614126.062500 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -614126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -614126.812500 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -614126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -614126.812500 Penalty: 4269.994629
	Iteration 27F: 3 clusters Score -614126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Entering Unmasked Estep 
Score: -3184456.750000 Penalty: 2539.190918
	Iteration 0F: 2 clusters Score -3184457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3165302.500000 Penalty: 5078.381836
	Iteration 0F: 3 clusters Score -3165302 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3172310.000000 Penalty: 5078.381836
	Iteration 1F: 3 clusters Score -3172310 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3173442.750000 Penalty: 5078.381836
	Iteration 2F: 3 clusters Score -3173443 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3175088.500000 Penalty: 5078.381836
	Iteration 3F: 3 clusters Score -3175088 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3176791.250000 Penalty: 5078.381836
	Iteration 4F: 3 clusters Score -3176791 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3178140.750000 Penalty: 5078.381836
	Iteration 5F: 3 clusters Score -3178141 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3178868.250000 Penalty: 5078.381836
	Iteration 6F: 3 clusters Score -3178868 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3179286.250000 Penalty: 5078.381836
	Iteration 7Q: 3 clusters Score -3179286 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3179497.250000 Penalty: 5078.381836
	Iteration 8Q: 3 clusters Score -3179497 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3179618.750000 Penalty: 5078.381836
	Iteration 9Q: 3 clusters Score -3179619 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3179694.750000 Penalty: 5078.381836
	Iteration 10Q: 3 clusters Score -3179695 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3179736.000000 Penalty: 5078.381836
	Iteration 11Q: 3 clusters Score -3179736 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3179805.500000 Penalty: 5078.381836
	Iteration 12Q: 3 clusters Score -3179806 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3179843.250000 Penalty: 5078.381836
	Iteration 13Q: 3 clusters Score -3179843 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3179886.250000 Penalty: 5078.381836
	Iteration 14Q: 3 clusters Score -3179886 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3179935.000000 Penalty: 5078.381836
	Iteration 15Q: 3 clusters Score -3179935 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3179985.500000 Penalty: 5078.381836
	Iteration 16Q: 3 clusters Score -3179986 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3180031.500000 Penalty: 5078.381836
	Iteration 17Q: 3 clusters Score -3180032 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3180109.000000 Penalty: 5078.381836
	Iteration 18Q: 3 clusters Score -3180109 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3180194.750000 Penalty: 5078.381836
	Iteration 19Q: 3 clusters Score -3180195 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3180292.000000 Penalty: 5078.381836
	Iteration 20F: 3 clusters Score -3180292 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3180409.750000 Penalty: 5078.381836
	Iteration 21Q: 3 clusters Score -3180410 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3180546.500000 Penalty: 5078.381836
	Iteration 22Q: 3 clusters Score -3180546 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3180693.000000 Penalty: 5078.381836
	Iteration 23Q: 3 clusters Score -3180693 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3180860.500000 Penalty: 5078.381836
	Iteration 24Q: 3 clusters Score -3180860 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3181024.750000 Penalty: 5078.381836
	Iteration 25Q: 3 clusters Score -3181025 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3181198.250000 Penalty: 5078.381836
	Iteration 26Q: 3 clusters Score -3181198 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3181364.500000 Penalty: 5078.381836
	Iteration 27Q: 3 clusters Score -3181364 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3181531.000000 Penalty: 5078.381836
	Iteration 28Q: 3 clusters Score -3181531 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3181685.250000 Penalty: 5078.381836
	Iteration 29Q: 3 clusters Score -3181685 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3181814.250000 Penalty: 5078.381836
	Iteration 30Q: 3 clusters Score -3181814 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3181916.000000 Penalty: 5078.381836
	Iteration 31Q: 3 clusters Score -3181916 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3182017.750000 Penalty: 5078.381836
	Iteration 32Q: 3 clusters Score -3182018 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3182096.250000 Penalty: 5078.381836
	Iteration 33Q: 3 clusters Score -3182096 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3182184.000000 Penalty: 5078.381836
	Iteration 34Q: 3 clusters Score -3182184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3182292.750000 Penalty: 5078.381836
	Iteration 35Q: 3 clusters Score -3182293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3182379.500000 Penalty: 5078.381836
	Iteration 36Q: 3 clusters Score -3182380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3182440.250000 Penalty: 5078.381836
	Iteration 37Q: 3 clusters Score -3182440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3182481.250000 Penalty: 5078.381836
	Iteration 38Q: 3 clusters Score -3182481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3182509.000000 Penalty: 5078.381836
	Iteration 39Q: 3 clusters Score -3182509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3182529.750000 Penalty: 5078.381836
	Iteration 40F: 3 clusters Score -3182530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3182540.500000 Penalty: 5078.381836
	Iteration 41Q: 3 clusters Score -3182540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3182560.250000 Penalty: 5078.381836
	Iteration 42Q: 3 clusters Score -3182560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3182570.000000 Penalty: 5078.381836
	Iteration 43Q: 3 clusters Score -3182570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3182583.000000 Penalty: 5078.381836
	Iteration 44Q: 3 clusters Score -3182583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3182597.000000 Penalty: 5078.381836
	Iteration 45Q: 3 clusters Score -3182597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3182598.500000 Penalty: 5078.381836
	Iteration 46Q: 3 clusters Score -3182598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3182602.000000 Penalty: 5078.381836
	Iteration 47Q: 3 clusters Score -3182602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3182605.000000 Penalty: 5078.381836
	Iteration 48Q: 3 clusters Score -3182605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3182605.750000 Penalty: 5078.381836
	Iteration 49Q: 3 clusters Score -3182606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3182605.500000 Penalty: 5078.381836
	Iteration 50Q: 3 clusters Score -3182606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3182606.250000 Penalty: 5078.381836
	Iteration 51Q: 3 clusters Score -3182606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3182609.000000 Penalty: 5078.381836
	Iteration 52Q: 3 clusters Score -3182609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3182608.250000 Penalty: 5078.381836
	Iteration 53Q: 3 clusters Score -3182608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3182610.250000 Penalty: 5078.381836
	Iteration 54Q: 3 clusters Score -3182610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3182610.250000 Penalty: 5078.381836
	Iteration 55F: 3 clusters Score -3182610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -252341.593750 Penalty: 2010.340698
	Iteration 0F: 2 clusters Score -252341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -249051.640625 Penalty: 4020.681396
	Iteration 0F: 3 clusters Score -249051.6 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -250184.593750 Penalty: 4020.681396
	Iteration 1F: 3 clusters Score -250184.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -250655.859375 Penalty: 4020.681396
	Iteration 2F: 3 clusters Score -250655.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -251005.968750 Penalty: 4020.681396
	Iteration 3F: 3 clusters Score -251006 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -251237.046875 Penalty: 4020.681396
	Iteration 4F: 3 clusters Score -251237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -251349.796875 Penalty: 4020.681396
	Iteration 5Q: 3 clusters Score -251349.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -251415.687500 Penalty: 4020.681396
	Iteration 6Q: 3 clusters Score -251415.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -251454.484375 Penalty: 4020.681396
	Iteration 7Q: 3 clusters Score -251454.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -251476.953125 Penalty: 4020.681396
	Iteration 8Q: 3 clusters Score -251477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -251496.093750 Penalty: 4020.681396
	Iteration 9Q: 3 clusters Score -251496.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -251509.687500 Penalty: 4020.681396
	Iteration 10Q: 3 clusters Score -251509.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -251518.156250 Penalty: 4020.681396
	Iteration 11Q: 3 clusters Score -251518.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -251524.015625 Penalty: 4020.681396
	Iteration 12Q: 3 clusters Score -251524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -251527.171875 Penalty: 4020.681396
	Iteration 13Q: 3 clusters Score -251527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -251533.015625 Penalty: 4020.681396
	Iteration 14Q: 3 clusters Score -251533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -251536.312500 Penalty: 4020.681396
	Iteration 15Q: 3 clusters Score -251536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251537.468750 Penalty: 4020.681396
	Iteration 16Q: 3 clusters Score -251537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -251539.250000 Penalty: 4020.681396
	Iteration 17Q: 3 clusters Score -251539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -251541.453125 Penalty: 4020.681396
	Iteration 18Q: 3 clusters Score -251541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -251541.390625 Penalty: 4020.681396
	Iteration 19Q: 3 clusters Score -251541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -251541.843750 Penalty: 4020.681396
	Iteration 20F: 3 clusters Score -251541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -251541.859375 Penalty: 4020.681396
	Iteration 21Q: 3 clusters Score -251541.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -251541.859375 Penalty: 4020.681396
	Iteration 22F: 3 clusters Score -251541.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1532548.250000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1532548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1522793.250000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1522793 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1525824.000000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1525824 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1526273.750000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1526274 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1526641.750000 Penalty: 4713.604004
	Iteration 3F: 3 clusters Score -1526642 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1527009.000000 Penalty: 4713.604004
	Iteration 4F: 3 clusters Score -1527009 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1527414.750000 Penalty: 4713.604004
	Iteration 5Q: 3 clusters Score -1527415 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1527877.500000 Penalty: 4713.604004
	Iteration 6F: 3 clusters Score -1527878 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1528426.125000 Penalty: 4713.604004
	Iteration 7F: 3 clusters Score -1528426 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1529042.625000 Penalty: 4713.604004
	Iteration 8F: 3 clusters Score -1529043 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1529489.125000 Penalty: 4713.604004
	Iteration 9F: 3 clusters Score -1529489 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1529718.500000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1529718 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1529886.250000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1529886 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1529994.000000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1529994 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1530077.625000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1530078 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1530146.250000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1530146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1530206.000000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1530206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1530244.250000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1530244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1530260.375000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1530260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1530277.250000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1530277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1530287.750000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1530288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1530295.750000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1530296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1530308.000000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1530308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1530314.625000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1530315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1530329.125000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1530329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1530333.125000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1530333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1530345.000000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1530345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1530361.000000 Penalty: 4713.604004
	Iteration 26Q: 3 clusters Score -1530361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1530373.375000 Penalty: 4713.604004
	Iteration 27Q: 3 clusters Score -1530373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1530388.250000 Penalty: 4713.604004
	Iteration 28Q: 3 clusters Score -1530388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1530405.500000 Penalty: 4713.604004
	Iteration 29Q: 3 clusters Score -1530406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1530426.500000 Penalty: 4713.604004
	Iteration 30Q: 3 clusters Score -1530426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1530436.750000 Penalty: 4713.604004
	Iteration 31Q: 3 clusters Score -1530437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1530454.625000 Penalty: 4713.604004
	Iteration 32Q: 3 clusters Score -1530455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1530467.875000 Penalty: 4713.604004
	Iteration 33Q: 3 clusters Score -1530468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1530495.750000 Penalty: 4713.604004
	Iteration 34Q: 3 clusters Score -1530496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1530522.750000 Penalty: 4713.604004
	Iteration 35Q: 3 clusters Score -1530523 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1530559.375000 Penalty: 4713.604004
	Iteration 36Q: 3 clusters Score -1530559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1530610.375000 Penalty: 4713.604004
	Iteration 37Q: 3 clusters Score -1530610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1530672.875000 Penalty: 4713.604004
	Iteration 38Q: 3 clusters Score -1530673 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1530733.125000 Penalty: 4713.604004
	Iteration 39Q: 3 clusters Score -1530733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1530798.250000 Penalty: 4713.604004
	Iteration 40F: 3 clusters Score -1530798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1530854.000000 Penalty: 4713.604004
	Iteration 41Q: 3 clusters Score -1530854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1530921.375000 Penalty: 4713.604004
	Iteration 42Q: 3 clusters Score -1530921 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1530975.625000 Penalty: 4713.604004
	Iteration 43Q: 3 clusters Score -1530976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1531033.375000 Penalty: 4713.604004
	Iteration 44Q: 3 clusters Score -1531033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1531067.500000 Penalty: 4713.604004
	Iteration 45Q: 3 clusters Score -1531068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1531100.000000 Penalty: 4713.604004
	Iteration 46Q: 3 clusters Score -1531100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1531128.000000 Penalty: 4713.604004
	Iteration 47Q: 3 clusters Score -1531128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1531152.375000 Penalty: 4713.604004
	Iteration 48Q: 3 clusters Score -1531152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1531179.875000 Penalty: 4713.604004
	Iteration 49Q: 3 clusters Score -1531180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1531198.000000 Penalty: 4713.604004
	Iteration 50Q: 3 clusters Score -1531198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1531217.250000 Penalty: 4713.604004
	Iteration 51Q: 3 clusters Score -1531217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1531234.000000 Penalty: 4713.604004
	Iteration 52Q: 3 clusters Score -1531234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1531244.500000 Penalty: 4713.604004
	Iteration 53Q: 3 clusters Score -1531244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1531256.250000 Penalty: 4713.604004
	Iteration 54Q: 3 clusters Score -1531256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1531262.000000 Penalty: 4713.604004
	Iteration 55Q: 3 clusters Score -1531262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1531273.500000 Penalty: 4713.604004
	Iteration 56Q: 3 clusters Score -1531274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1531279.125000 Penalty: 4713.604004
	Iteration 57Q: 3 clusters Score -1531279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1531284.000000 Penalty: 4713.604004
	Iteration 58Q: 3 clusters Score -1531284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1531294.750000 Penalty: 4713.604004
	Iteration 59Q: 3 clusters Score -1531295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1531298.375000 Penalty: 4713.604004
	Iteration 60F: 3 clusters Score -1531298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1531301.125000 Penalty: 4713.604004
	Iteration 61Q: 3 clusters Score -1531301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1531311.375000 Penalty: 4713.604004
	Iteration 62Q: 3 clusters Score -1531311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1531313.875000 Penalty: 4713.604004
	Iteration 63Q: 3 clusters Score -1531314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1531317.750000 Penalty: 4713.604004
	Iteration 64Q: 3 clusters Score -1531318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1531324.000000 Penalty: 4713.604004
	Iteration 65Q: 3 clusters Score -1531324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1531324.500000 Penalty: 4713.604004
	Iteration 66Q: 3 clusters Score -1531324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1531325.250000 Penalty: 4713.604004
	Iteration 67Q: 3 clusters Score -1531325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1531327.750000 Penalty: 4713.604004
	Iteration 68Q: 3 clusters Score -1531328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1531330.750000 Penalty: 4713.604004
	Iteration 69Q: 3 clusters Score -1531331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1531338.875000 Penalty: 4713.604004
	Iteration 70Q: 3 clusters Score -1531339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1531344.750000 Penalty: 4713.604004
	Iteration 71Q: 3 clusters Score -1531345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1531346.875000 Penalty: 4713.604004
	Iteration 72Q: 3 clusters Score -1531347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1531346.250000 Penalty: 4713.604004
	Iteration 73Q: 3 clusters Score -1531346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1531351.375000 Penalty: 4713.604004
	Iteration 74Q: 3 clusters Score -1531351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1531350.000000 Penalty: 4713.604004
	Iteration 75Q: 3 clusters Score -1531350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1531351.750000 Penalty: 4713.604004
	Iteration 76Q: 3 clusters Score -1531352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1531350.500000 Penalty: 4713.604004
	Iteration 77Q: 3 clusters Score -1531350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1531353.125000 Penalty: 4713.604004
	Iteration 78Q: 3 clusters Score -1531353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1531353.625000 Penalty: 4713.604004
	Iteration 79Q: 3 clusters Score -1531354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1531353.000000 Penalty: 4713.604004
	Iteration 80F: 3 clusters Score -1531353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1531357.875000 Penalty: 4713.604004
	Iteration 81Q: 3 clusters Score -1531358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1531357.750000 Penalty: 4713.604004
	Iteration 82Q: 3 clusters Score -1531358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1531357.250000 Penalty: 4713.604004
	Iteration 83Q: 3 clusters Score -1531357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1531358.625000 Penalty: 4713.604004
	Iteration 84Q: 3 clusters Score -1531359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1531363.125000 Penalty: 4713.604004
	Iteration 85Q: 3 clusters Score -1531363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1531361.375000 Penalty: 4713.604004
	Iteration 86Q: 3 clusters Score -1531361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1531359.500000 Penalty: 4713.604004
	Iteration 87Q: 3 clusters Score -1531360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1531363.250000 Penalty: 4713.604004
	Iteration 88Q: 3 clusters Score -1531363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1531364.500000 Penalty: 4713.604004
	Iteration 89Q: 3 clusters Score -1531364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1531363.500000 Penalty: 4713.604004
	Iteration 90Q: 3 clusters Score -1531364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1531366.625000 Penalty: 4713.604004
	Iteration 91Q: 3 clusters Score -1531367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1531365.250000 Penalty: 4713.604004
	Iteration 92Q: 3 clusters Score -1531365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1531368.375000 Penalty: 4713.604004
	Iteration 93Q: 3 clusters Score -1531368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1531366.000000 Penalty: 4713.604004
	Iteration 94Q: 3 clusters Score -1531366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1531367.125000 Penalty: 4713.604004
	Iteration 95Q: 3 clusters Score -1531367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1531368.000000 Penalty: 4713.604004
	Iteration 96Q: 3 clusters Score -1531368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1531369.625000 Penalty: 4713.604004
	Iteration 97Q: 3 clusters Score -1531370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1531368.500000 Penalty: 4713.604004
	Iteration 98Q: 3 clusters Score -1531368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1531368.375000 Penalty: 4713.604004
	Iteration 99Q: 3 clusters Score -1531368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1531368.000000 Penalty: 4713.604004
	Iteration 100F: 3 clusters Score -1531368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1531371.875000 Penalty: 4713.604004
	Iteration 101Q: 3 clusters Score -1531372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1531372.500000 Penalty: 4713.604004
	Iteration 102Q: 3 clusters Score -1531372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1531374.250000 Penalty: 4713.604004
	Iteration 103Q: 3 clusters Score -1531374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1531376.000000 Penalty: 4713.604004
	Iteration 104Q: 3 clusters Score -1531376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1531373.750000 Penalty: 4713.604004
	Iteration 105Q: 3 clusters Score -1531374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1531373.625000 Penalty: 4713.604004
	Iteration 106Q: 3 clusters Score -1531374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1531373.625000 Penalty: 4713.604004
	Iteration 107F: 3 clusters Score -1531374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Entering Unmasked Estep 
Score: -1735908.375000 Penalty: 2385.066650
	Iteration 0F: 2 clusters Score -1735908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1725007.750000 Penalty: 4770.133301
	Iteration 0F: 3 clusters Score -1725008 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1728452.125000 Penalty: 4770.133301
	Iteration 1F: 3 clusters Score -1728452 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1728804.000000 Penalty: 4770.133301
	Iteration 2F: 3 clusters Score -1728804 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1729056.250000 Penalty: 4770.133301
	Iteration 3Q: 3 clusters Score -1729056 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1729247.750000 Penalty: 4770.133301
	Iteration 4Q: 3 clusters Score -1729248 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1729428.375000 Penalty: 4770.133301
	Iteration 5Q: 3 clusters Score -1729428 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1729622.000000 Penalty: 4770.133301
	Iteration 6Q: 3 clusters Score -1729622 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1729847.375000 Penalty: 4770.133301
	Iteration 7Q: 3 clusters Score -1729847 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1730122.125000 Penalty: 4770.133301
	Iteration 8Q: 3 clusters Score -1730122 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1730432.250000 Penalty: 4770.133301
	Iteration 9Q: 3 clusters Score -1730432 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1730792.500000 Penalty: 4770.133301
	Iteration 10Q: 3 clusters Score -1730792 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1731220.750000 Penalty: 4770.133301
	Iteration 11Q: 3 clusters Score -1731221 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1731671.125000 Penalty: 4770.133301
	Iteration 12Q: 3 clusters Score -1731671 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1732106.000000 Penalty: 4770.133301
	Iteration 13Q: 3 clusters Score -1732106 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1732467.625000 Penalty: 4770.133301
	Iteration 14Q: 3 clusters Score -1732468 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1732742.875000 Penalty: 4770.133301
	Iteration 15Q: 3 clusters Score -1732743 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1732939.250000 Penalty: 4770.133301
	Iteration 16Q: 3 clusters Score -1732939 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1733079.375000 Penalty: 4770.133301
	Iteration 17Q: 3 clusters Score -1733079 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1733213.750000 Penalty: 4770.133301
	Iteration 18Q: 3 clusters Score -1733214 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1733315.625000 Penalty: 4770.133301
	Iteration 19Q: 3 clusters Score -1733316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1733395.625000 Penalty: 4770.133301
	Iteration 20F: 3 clusters Score -1733396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1733446.625000 Penalty: 4770.133301
	Iteration 21Q: 3 clusters Score -1733447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1733493.875000 Penalty: 4770.133301
	Iteration 22Q: 3 clusters Score -1733494 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1733566.000000 Penalty: 4770.133301
	Iteration 23Q: 3 clusters Score -1733566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1733624.750000 Penalty: 4770.133301
	Iteration 24Q: 3 clusters Score -1733625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1733643.125000 Penalty: 4770.133301
	Iteration 25Q: 3 clusters Score -1733643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1733674.000000 Penalty: 4770.133301
	Iteration 26Q: 3 clusters Score -1733674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1733703.750000 Penalty: 4770.133301
	Iteration 27Q: 3 clusters Score -1733704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1733722.375000 Penalty: 4770.133301
	Iteration 28Q: 3 clusters Score -1733722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1733741.000000 Penalty: 4770.133301
	Iteration 29Q: 3 clusters Score -1733741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1733764.000000 Penalty: 4770.133301
	Iteration 30Q: 3 clusters Score -1733764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1733783.875000 Penalty: 4770.133301
	Iteration 31Q: 3 clusters Score -1733784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1733799.875000 Penalty: 4770.133301
	Iteration 32Q: 3 clusters Score -1733800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1733812.250000 Penalty: 4770.133301
	Iteration 33Q: 3 clusters Score -1733812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1733822.500000 Penalty: 4770.133301
	Iteration 34Q: 3 clusters Score -1733822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1733829.875000 Penalty: 4770.133301
	Iteration 35Q: 3 clusters Score -1733830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1733838.875000 Penalty: 4770.133301
	Iteration 36Q: 3 clusters Score -1733839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1733845.250000 Penalty: 4770.133301
	Iteration 37Q: 3 clusters Score -1733845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1733853.375000 Penalty: 4770.133301
	Iteration 38Q: 3 clusters Score -1733853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1733857.875000 Penalty: 4770.133301
	Iteration 39Q: 3 clusters Score -1733858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1733864.000000 Penalty: 4770.133301
	Iteration 40F: 3 clusters Score -1733864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1733867.875000 Penalty: 4770.133301
	Iteration 41Q: 3 clusters Score -1733868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1733872.875000 Penalty: 4770.133301
	Iteration 42Q: 3 clusters Score -1733873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1733874.125000 Penalty: 4770.133301
	Iteration 43Q: 3 clusters Score -1733874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1733877.250000 Penalty: 4770.133301
	Iteration 44Q: 3 clusters Score -1733877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1733879.000000 Penalty: 4770.133301
	Iteration 45Q: 3 clusters Score -1733879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1733879.000000 Penalty: 4770.133301
	Iteration 46Q: 3 clusters Score -1733879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1733880.125000 Penalty: 4770.133301
	Iteration 47Q: 3 clusters Score -1733880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1733881.000000 Penalty: 4770.133301
	Iteration 48Q: 3 clusters Score -1733881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1733884.250000 Penalty: 4770.133301
	Iteration 49Q: 3 clusters Score -1733884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1733884.875000 Penalty: 4770.133301
	Iteration 50Q: 3 clusters Score -1733885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1733888.125000 Penalty: 4770.133301
	Iteration 51Q: 3 clusters Score -1733888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1733890.000000 Penalty: 4770.133301
	Iteration 52Q: 3 clusters Score -1733890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1733893.750000 Penalty: 4770.133301
	Iteration 53Q: 3 clusters Score -1733894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1733892.000000 Penalty: 4770.133301
	Iteration 54Q: 3 clusters Score -1733892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1733895.375000 Penalty: 4770.133301
	Iteration 55Q: 3 clusters Score -1733895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1733894.875000 Penalty: 4770.133301
	Iteration 56Q: 3 clusters Score -1733895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1733904.250000 Penalty: 4770.133301
	Iteration 57Q: 3 clusters Score -1733904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1733904.625000 Penalty: 4770.133301
	Iteration 58Q: 3 clusters Score -1733905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1733906.875000 Penalty: 4770.133301
	Iteration 59Q: 3 clusters Score -1733907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1733913.750000 Penalty: 4770.133301
	Iteration 60F: 3 clusters Score -1733914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1733920.125000 Penalty: 4770.133301
	Iteration 61Q: 3 clusters Score -1733920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1733924.875000 Penalty: 4770.133301
	Iteration 62Q: 3 clusters Score -1733925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1733926.625000 Penalty: 4770.133301
	Iteration 63Q: 3 clusters Score -1733927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1733926.875000 Penalty: 4770.133301
	Iteration 64Q: 3 clusters Score -1733927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1733928.375000 Penalty: 4770.133301
	Iteration 65Q: 3 clusters Score -1733928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1733928.375000 Penalty: 4770.133301
	Iteration 66F: 3 clusters Score -1733928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -339648.531250 Penalty: 2001.429688
	Iteration 0F: 2 clusters Score -339648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -336279.406250 Penalty: 4002.859375
	Iteration 0F: 3 clusters Score -336279.4 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -337056.250000 Penalty: 4002.859375
	Iteration 1F: 3 clusters Score -337056.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -337272.031250 Penalty: 4002.859375
	Iteration 2F: 3 clusters Score -337272 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -337447.687500 Penalty: 4002.859375
	Iteration 3F: 3 clusters Score -337447.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -337682.312500 Penalty: 4002.859375
	Iteration 4F: 3 clusters Score -337682.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -337937.937500 Penalty: 4002.859375
	Iteration 5F: 3 clusters Score -337937.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -338176.000000 Penalty: 4002.859375
	Iteration 6F: 3 clusters Score -338176 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -338367.125000 Penalty: 4002.859375
	Iteration 7F: 3 clusters Score -338367.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -338547.093750 Penalty: 4002.859375
	Iteration 8Q: 3 clusters Score -338547.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -338671.468750 Penalty: 4002.859375
	Iteration 9Q: 3 clusters Score -338671.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -338757.562500 Penalty: 4002.859375
	Iteration 10Q: 3 clusters Score -338757.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -338819.656250 Penalty: 4002.859375
	Iteration 11Q: 3 clusters Score -338819.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -338855.750000 Penalty: 4002.859375
	Iteration 12Q: 3 clusters Score -338855.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -338872.343750 Penalty: 4002.859375
	Iteration 13Q: 3 clusters Score -338872.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -338886.718750 Penalty: 4002.859375
	Iteration 14Q: 3 clusters Score -338886.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -338900.750000 Penalty: 4002.859375
	Iteration 15Q: 3 clusters Score -338900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -338911.468750 Penalty: 4002.859375
	Iteration 16Q: 3 clusters Score -338911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338918.000000 Penalty: 4002.859375
	Iteration 17Q: 3 clusters Score -338918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -338923.781250 Penalty: 4002.859375
	Iteration 18Q: 3 clusters Score -338923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -338925.875000 Penalty: 4002.859375
	Iteration 19Q: 3 clusters Score -338925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -338928.500000 Penalty: 4002.859375
	Iteration 20F: 3 clusters Score -338928.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -338931.343750 Penalty: 4002.859375
	Iteration 21Q: 3 clusters Score -338931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -338933.718750 Penalty: 4002.859375
	Iteration 22Q: 3 clusters Score -338933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -338936.781250 Penalty: 4002.859375
	Iteration 23Q: 3 clusters Score -338936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -338941.687500 Penalty: 4002.859375
	Iteration 24Q: 3 clusters Score -338941.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -338947.562500 Penalty: 4002.859375
	Iteration 25Q: 3 clusters Score -338947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -338956.968750 Penalty: 4002.859375
	Iteration 26Q: 3 clusters Score -338957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -338965.343750 Penalty: 4002.859375
	Iteration 27Q: 3 clusters Score -338965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -338969.906250 Penalty: 4002.859375
	Iteration 28Q: 3 clusters Score -338969.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -338976.312500 Penalty: 4002.859375
	Iteration 29Q: 3 clusters Score -338976.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -338984.218750 Penalty: 4002.859375
	Iteration 30Q: 3 clusters Score -338984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -338989.843750 Penalty: 4002.859375
	Iteration 31Q: 3 clusters Score -338989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -338998.906250 Penalty: 4002.859375
	Iteration 32Q: 3 clusters Score -338998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -339001.437500 Penalty: 4002.859375
	Iteration 33Q: 3 clusters Score -339001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -339005.593750 Penalty: 4002.859375
	Iteration 34Q: 3 clusters Score -339005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -339008.062500 Penalty: 4002.859375
	Iteration 35Q: 3 clusters Score -339008.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -339012.593750 Penalty: 4002.859375
	Iteration 36Q: 3 clusters Score -339012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -339014.437500 Penalty: 4002.859375
	Iteration 37Q: 3 clusters Score -339014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -339016.000000 Penalty: 4002.859375
	Iteration 38Q: 3 clusters Score -339016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -339016.218750 Penalty: 4002.859375
	Iteration 39Q: 3 clusters Score -339016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -339016.218750 Penalty: 4002.859375
	Iteration 40F: 3 clusters Score -339016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -259217.546875 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -259217.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -256118.109375 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -256118.1 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -256963.906250 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -256963.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -257324.218750 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -257324.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -257574.046875 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -257574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -257710.765625 Penalty: 3941.697754
	Iteration 4F: 3 clusters Score -257710.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -257804.265625 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -257804.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -257886.406250 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -257886.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -257940.203125 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -257940.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -257982.390625 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -257982.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -258014.500000 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -258014.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258051.687500 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -258051.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -258092.593750 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -258092.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -258120.984375 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -258121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -258145.578125 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -258145.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -258165.375000 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -258165.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -258175.125000 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -258175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -258178.796875 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -258178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -258183.062500 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -258183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -258189.734375 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -258189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -258195.046875 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -258195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -258197.656250 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -258197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -258199.296875 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -258199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -258200.734375 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -258200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -258201.093750 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -258201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -258201.093750 Penalty: 3941.697754
	Iteration 24F: 3 clusters Score -258201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -594255.000000 Penalty: 2136.396240
	Iteration 0F: 2 clusters Score -594255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -589392.625000 Penalty: 4272.792480
	Iteration 0F: 3 clusters Score -589392.6 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -590639.375000 Penalty: 4272.792480
	Iteration 1F: 3 clusters Score -590639.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -590940.125000 Penalty: 4272.792480
	Iteration 2F: 3 clusters Score -590940.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -591169.562500 Penalty: 4272.792480
	Iteration 3F: 3 clusters Score -591169.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -591320.500000 Penalty: 4272.792480
	Iteration 4Q: 3 clusters Score -591320.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -591441.250000 Penalty: 4272.792480
	Iteration 5Q: 3 clusters Score -591441.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -591555.750000 Penalty: 4272.792480
	Iteration 6Q: 3 clusters Score -591555.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -591667.437500 Penalty: 4272.792480
	Iteration 7Q: 3 clusters Score -591667.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -591780.875000 Penalty: 4272.792480
	Iteration 8Q: 3 clusters Score -591780.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -591890.875000 Penalty: 4272.792480
	Iteration 9Q: 3 clusters Score -591890.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -591998.687500 Penalty: 4272.792480
	Iteration 10Q: 3 clusters Score -591998.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -592111.125000 Penalty: 4272.792480
	Iteration 11Q: 3 clusters Score -592111.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -592211.500000 Penalty: 4272.792480
	Iteration 12Q: 3 clusters Score -592211.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -592300.312500 Penalty: 4272.792480
	Iteration 13Q: 3 clusters Score -592300.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -592395.062500 Penalty: 4272.792480
	Iteration 14Q: 3 clusters Score -592395.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -592470.937500 Penalty: 4272.792480
	Iteration 15Q: 3 clusters Score -592470.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -592535.000000 Penalty: 4272.792480
	Iteration 16Q: 3 clusters Score -592535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -592591.562500 Penalty: 4272.792480
	Iteration 17Q: 3 clusters Score -592591.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -592646.437500 Penalty: 4272.792480
	Iteration 18Q: 3 clusters Score -592646.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -592705.625000 Penalty: 4272.792480
	Iteration 19Q: 3 clusters Score -592705.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -592751.750000 Penalty: 4272.792480
	Iteration 20F: 3 clusters Score -592751.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -592778.625000 Penalty: 4272.792480
	Iteration 21Q: 3 clusters Score -592778.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -592797.375000 Penalty: 4272.792480
	Iteration 22Q: 3 clusters Score -592797.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -592808.875000 Penalty: 4272.792480
	Iteration 23Q: 3 clusters Score -592808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -592819.500000 Penalty: 4272.792480
	Iteration 24Q: 3 clusters Score -592819.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -592830.062500 Penalty: 4272.792480
	Iteration 25Q: 3 clusters Score -592830.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -592838.000000 Penalty: 4272.792480
	Iteration 26Q: 3 clusters Score -592838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -592839.687500 Penalty: 4272.792480
	Iteration 27Q: 3 clusters Score -592839.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -592845.562500 Penalty: 4272.792480
	Iteration 28Q: 3 clusters Score -592845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -592850.500000 Penalty: 4272.792480
	Iteration 29Q: 3 clusters Score -592850.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -592857.875000 Penalty: 4272.792480
	Iteration 30Q: 3 clusters Score -592857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -592863.250000 Penalty: 4272.792480
	Iteration 31Q: 3 clusters Score -592863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -592868.937500 Penalty: 4272.792480
	Iteration 32Q: 3 clusters Score -592868.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -592877.000000 Penalty: 4272.792480
	Iteration 33Q: 3 clusters Score -592877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -592882.000000 Penalty: 4272.792480
	Iteration 34Q: 3 clusters Score -592882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -592884.687500 Penalty: 4272.792480
	Iteration 35Q: 3 clusters Score -592884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -592885.687500 Penalty: 4272.792480
	Iteration 36Q: 3 clusters Score -592885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -592884.125000 Penalty: 4272.792480
	Iteration 37Q: 3 clusters Score -592884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -592885.375000 Penalty: 4272.792480
	Iteration 38Q: 3 clusters Score -592885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -592885.750000 Penalty: 4272.792480
	Iteration 39Q: 3 clusters Score -592885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -592885.687500 Penalty: 4272.792480
	Iteration 40F: 3 clusters Score -592885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Entering Unmasked Estep 
Score: -3456668.500000 Penalty: 2562.510010
	Iteration 0F: 2 clusters Score -3456668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3435732.250000 Penalty: 5125.020020
	Iteration 0F: 3 clusters Score -3435732 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3443437.750000 Penalty: 5125.020020
	Iteration 1F: 3 clusters Score -3443438 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3444031.250000 Penalty: 5125.020020
	Iteration 2F: 3 clusters Score -3444031 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3444619.250000 Penalty: 5125.020020
	Iteration 3Q: 3 clusters Score -3444619 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3445184.750000 Penalty: 5125.020020
	Iteration 4Q: 3 clusters Score -3445185 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3445801.250000 Penalty: 5125.020020
	Iteration 5Q: 3 clusters Score -3445801 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3446423.500000 Penalty: 5125.020020
	Iteration 6Q: 3 clusters Score -3446424 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3447036.500000 Penalty: 5125.020020
	Iteration 7Q: 3 clusters Score -3447036 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3447690.750000 Penalty: 5125.020020
	Iteration 8Q: 3 clusters Score -3447691 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3448434.250000 Penalty: 5125.020020
	Iteration 9Q: 3 clusters Score -3448434 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3449311.000000 Penalty: 5125.020020
	Iteration 10Q: 3 clusters Score -3449311 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3450293.000000 Penalty: 5125.020020
	Iteration 11Q: 3 clusters Score -3450293 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3451183.250000 Penalty: 5125.020020
	Iteration 12Q: 3 clusters Score -3451183 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3451889.500000 Penalty: 5125.020020
	Iteration 13Q: 3 clusters Score -3451890 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3452419.000000 Penalty: 5125.020020
	Iteration 14Q: 3 clusters Score -3452419 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3452851.750000 Penalty: 5125.020020
	Iteration 15Q: 3 clusters Score -3452852 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3453200.000000 Penalty: 5125.020020
	Iteration 16Q: 3 clusters Score -3453200 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3453498.500000 Penalty: 5125.020020
	Iteration 17Q: 3 clusters Score -3453498 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3453748.500000 Penalty: 5125.020020
	Iteration 18Q: 3 clusters Score -3453748 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3453962.500000 Penalty: 5125.020020
	Iteration 19Q: 3 clusters Score -3453962 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3454132.750000 Penalty: 5125.020020
	Iteration 20F: 3 clusters Score -3454133 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3454278.750000 Penalty: 5125.020020
	Iteration 21Q: 3 clusters Score -3454279 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3454365.000000 Penalty: 5125.020020
	Iteration 22Q: 3 clusters Score -3454365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3454438.250000 Penalty: 5125.020020
	Iteration 23Q: 3 clusters Score -3454438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3454522.000000 Penalty: 5125.020020
	Iteration 24Q: 3 clusters Score -3454522 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3454562.750000 Penalty: 5125.020020
	Iteration 25Q: 3 clusters Score -3454563 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3454596.250000 Penalty: 5125.020020
	Iteration 26Q: 3 clusters Score -3454596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3454629.500000 Penalty: 5125.020020
	Iteration 27Q: 3 clusters Score -3454630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3454662.000000 Penalty: 5125.020020
	Iteration 28Q: 3 clusters Score -3454662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3454682.750000 Penalty: 5125.020020
	Iteration 29Q: 3 clusters Score -3454683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3454697.000000 Penalty: 5125.020020
	Iteration 30Q: 3 clusters Score -3454697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3454710.500000 Penalty: 5125.020020
	Iteration 31Q: 3 clusters Score -3454710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3454726.250000 Penalty: 5125.020020
	Iteration 32Q: 3 clusters Score -3454726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3454740.250000 Penalty: 5125.020020
	Iteration 33Q: 3 clusters Score -3454740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3454745.000000 Penalty: 5125.020020
	Iteration 34Q: 3 clusters Score -3454745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3454755.750000 Penalty: 5125.020020
	Iteration 35Q: 3 clusters Score -3454756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3454764.500000 Penalty: 5125.020020
	Iteration 36Q: 3 clusters Score -3454764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3454769.500000 Penalty: 5125.020020
	Iteration 37Q: 3 clusters Score -3454770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3454773.750000 Penalty: 5125.020020
	Iteration 38Q: 3 clusters Score -3454774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3454766.250000 Penalty: 5125.020020
	Iteration 39Q: 3 clusters Score -3454766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3454775.250000 Penalty: 5125.020020
	Iteration 40F: 3 clusters Score -3454775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3454785.750000 Penalty: 5125.020020
	Iteration 41Q: 3 clusters Score -3454786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3454780.250000 Penalty: 5125.020020
	Iteration 42Q: 3 clusters Score -3454780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3454783.750000 Penalty: 5125.020020
	Iteration 43Q: 3 clusters Score -3454784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3454788.000000 Penalty: 5125.020020
	Iteration 44Q: 3 clusters Score -3454788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3454784.250000 Penalty: 5125.020020
	Iteration 45Q: 3 clusters Score -3454784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3454786.000000 Penalty: 5125.020020
	Iteration 46Q: 3 clusters Score -3454786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3454791.250000 Penalty: 5125.020020
	Iteration 47Q: 3 clusters Score -3454791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3454791.250000 Penalty: 5125.020020
	Iteration 48Q: 3 clusters Score -3454791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3454794.500000 Penalty: 5125.020020
	Iteration 49Q: 3 clusters Score -3454794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3454801.750000 Penalty: 5125.020020
	Iteration 50Q: 3 clusters Score -3454802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3454805.500000 Penalty: 5125.020020
	Iteration 51Q: 3 clusters Score -3454806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3454817.000000 Penalty: 5125.020020
	Iteration 52Q: 3 clusters Score -3454817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3454818.750000 Penalty: 5125.020020
	Iteration 53Q: 3 clusters Score -3454819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3454823.750000 Penalty: 5125.020020
	Iteration 54Q: 3 clusters Score -3454824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3454829.000000 Penalty: 5125.020020
	Iteration 55Q: 3 clusters Score -3454829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3454834.500000 Penalty: 5125.020020
	Iteration 56Q: 3 clusters Score -3454834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3454835.750000 Penalty: 5125.020020
	Iteration 57Q: 3 clusters Score -3454836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3454838.500000 Penalty: 5125.020020
	Iteration 58Q: 3 clusters Score -3454838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3454837.750000 Penalty: 5125.020020
	Iteration 59Q: 3 clusters Score -3454838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3454842.750000 Penalty: 5125.020020
	Iteration 60F: 3 clusters Score -3454843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3454851.000000 Penalty: 5125.020020
	Iteration 61Q: 3 clusters Score -3454851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3454850.250000 Penalty: 5125.020020
	Iteration 62Q: 3 clusters Score -3454850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3454859.000000 Penalty: 5125.020020
	Iteration 63Q: 3 clusters Score -3454859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3454861.750000 Penalty: 5125.020020
	Iteration 64Q: 3 clusters Score -3454862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3454859.500000 Penalty: 5125.020020
	Iteration 65Q: 3 clusters Score -3454860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3454862.250000 Penalty: 5125.020020
	Iteration 66Q: 3 clusters Score -3454862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3454869.000000 Penalty: 5125.020020
	Iteration 67Q: 3 clusters Score -3454869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3454868.000000 Penalty: 5125.020020
	Iteration 68Q: 3 clusters Score -3454868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3454869.750000 Penalty: 5125.020020
	Iteration 69Q: 3 clusters Score -3454870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3454871.750000 Penalty: 5125.020020
	Iteration 70Q: 3 clusters Score -3454872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3454867.750000 Penalty: 5125.020020
	Iteration 71Q: 3 clusters Score -3454868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3454868.000000 Penalty: 5125.020020
	Iteration 72Q: 3 clusters Score -3454868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3454874.500000 Penalty: 5125.020020
	Iteration 73Q: 3 clusters Score -3454874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3454877.500000 Penalty: 5125.020020
	Iteration 74Q: 3 clusters Score -3454878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3454878.750000 Penalty: 5125.020020
	Iteration 75Q: 3 clusters Score -3454879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3454879.000000 Penalty: 5125.020020
	Iteration 76Q: 3 clusters Score -3454879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3454880.000000 Penalty: 5125.020020
	Iteration 77Q: 3 clusters Score -3454880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3454877.500000 Penalty: 5125.020020
	Iteration 78Q: 3 clusters Score -3454878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3454880.500000 Penalty: 5125.020020
	Iteration 79Q: 3 clusters Score -3454880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3454881.000000 Penalty: 5125.020020
	Iteration 80F: 3 clusters Score -3454881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3454881.750000 Penalty: 5125.020020
	Iteration 81Q: 3 clusters Score -3454882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3454882.000000 Penalty: 5125.020020
	Iteration 82Q: 3 clusters Score -3454882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3454886.000000 Penalty: 5125.020020
	Iteration 83Q: 3 clusters Score -3454886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3454883.250000 Penalty: 5125.020020
	Iteration 84Q: 3 clusters Score -3454883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3454884.250000 Penalty: 5125.020020
	Iteration 85Q: 3 clusters Score -3454884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3454883.750000 Penalty: 5125.020020
	Iteration 86Q: 3 clusters Score -3454884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3454883.750000 Penalty: 5125.020020
	Iteration 87F: 3 clusters Score -3454884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -719944.000000 Penalty: 2177.597168
	Iteration 0F: 2 clusters Score -719944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -714500.875000 Penalty: 4355.194336
	Iteration 0F: 3 clusters Score -714500.9 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -715922.500000 Penalty: 4355.194336
	Iteration 1F: 3 clusters Score -715922.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -716261.625000 Penalty: 4355.194336
	Iteration 2F: 3 clusters Score -716261.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -716554.562500 Penalty: 4355.194336
	Iteration 3F: 3 clusters Score -716554.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -716857.750000 Penalty: 4355.194336
	Iteration 4F: 3 clusters Score -716857.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -717164.812500 Penalty: 4355.194336
	Iteration 5F: 3 clusters Score -717164.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -717420.687500 Penalty: 4355.194336
	Iteration 6F: 3 clusters Score -717420.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -717630.312500 Penalty: 4355.194336
	Iteration 7Q: 3 clusters Score -717630.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -717815.937500 Penalty: 4355.194336
	Iteration 8Q: 3 clusters Score -717815.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -717938.937500 Penalty: 4355.194336
	Iteration 9Q: 3 clusters Score -717938.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -718019.000000 Penalty: 4355.194336
	Iteration 10Q: 3 clusters Score -718019 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -718077.062500 Penalty: 4355.194336
	Iteration 11Q: 3 clusters Score -718077.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -718125.187500 Penalty: 4355.194336
	Iteration 12Q: 3 clusters Score -718125.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -718175.500000 Penalty: 4355.194336
	Iteration 13Q: 3 clusters Score -718175.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -718213.250000 Penalty: 4355.194336
	Iteration 14Q: 3 clusters Score -718213.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -718249.187500 Penalty: 4355.194336
	Iteration 15Q: 3 clusters Score -718249.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -718274.187500 Penalty: 4355.194336
	Iteration 16Q: 3 clusters Score -718274.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -718292.625000 Penalty: 4355.194336
	Iteration 17Q: 3 clusters Score -718292.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -718304.875000 Penalty: 4355.194336
	Iteration 18Q: 3 clusters Score -718304.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -718307.875000 Penalty: 4355.194336
	Iteration 19Q: 3 clusters Score -718307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -718318.187500 Penalty: 4355.194336
	Iteration 20F: 3 clusters Score -718318.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -718325.250000 Penalty: 4355.194336
	Iteration 21Q: 3 clusters Score -718325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -718327.562500 Penalty: 4355.194336
	Iteration 22Q: 3 clusters Score -718327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -718330.500000 Penalty: 4355.194336
	Iteration 23Q: 3 clusters Score -718330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -718331.812500 Penalty: 4355.194336
	Iteration 24Q: 3 clusters Score -718331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -718331.500000 Penalty: 4355.194336
	Iteration 25Q: 3 clusters Score -718331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -718333.812500 Penalty: 4355.194336
	Iteration 26Q: 3 clusters Score -718333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -718334.625000 Penalty: 4355.194336
	Iteration 27Q: 3 clusters Score -718334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -718334.125000 Penalty: 4355.194336
	Iteration 28Q: 3 clusters Score -718334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -718334.125000 Penalty: 4355.194336
	Iteration 29F: 3 clusters Score -718334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Entering Unmasked Estep 
Score: -1068132.625000 Penalty: 2307.643311
	Iteration 0F: 2 clusters Score -1068133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1059918.875000 Penalty: 4615.286621
	Iteration 0F: 3 clusters Score -1059919 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1062450.500000 Penalty: 4615.286621
	Iteration 1F: 3 clusters Score -1062450 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1063117.875000 Penalty: 4615.286621
	Iteration 2F: 3 clusters Score -1063118 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1063805.750000 Penalty: 4615.286621
	Iteration 3F: 3 clusters Score -1063806 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1064481.750000 Penalty: 4615.286621
	Iteration 4F: 3 clusters Score -1064482 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1065065.500000 Penalty: 4615.286621
	Iteration 5F: 3 clusters Score -1065066 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1065521.250000 Penalty: 4615.286621
	Iteration 6F: 3 clusters Score -1065521 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1065854.625000 Penalty: 4615.286621
	Iteration 7Q: 3 clusters Score -1065855 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1066066.000000 Penalty: 4615.286621
	Iteration 8Q: 3 clusters Score -1066066 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1066194.250000 Penalty: 4615.286621
	Iteration 9Q: 3 clusters Score -1066194 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1066272.250000 Penalty: 4615.286621
	Iteration 10Q: 3 clusters Score -1066272 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1066322.875000 Penalty: 4615.286621
	Iteration 11Q: 3 clusters Score -1066323 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1066349.500000 Penalty: 4615.286621
	Iteration 12Q: 3 clusters Score -1066350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1066371.000000 Penalty: 4615.286621
	Iteration 13Q: 3 clusters Score -1066371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1066392.375000 Penalty: 4615.286621
	Iteration 14Q: 3 clusters Score -1066392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1066403.000000 Penalty: 4615.286621
	Iteration 15Q: 3 clusters Score -1066403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1066414.000000 Penalty: 4615.286621
	Iteration 16Q: 3 clusters Score -1066414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1066423.250000 Penalty: 4615.286621
	Iteration 17Q: 3 clusters Score -1066423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1066432.125000 Penalty: 4615.286621
	Iteration 18Q: 3 clusters Score -1066432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1066439.000000 Penalty: 4615.286621
	Iteration 19Q: 3 clusters Score -1066439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1066445.750000 Penalty: 4615.286621
	Iteration 20F: 3 clusters Score -1066446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1066450.500000 Penalty: 4615.286621
	Iteration 21Q: 3 clusters Score -1066450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1066457.125000 Penalty: 4615.286621
	Iteration 22Q: 3 clusters Score -1066457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1066463.500000 Penalty: 4615.286621
	Iteration 23Q: 3 clusters Score -1066464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1066465.875000 Penalty: 4615.286621
	Iteration 24Q: 3 clusters Score -1066466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1066467.875000 Penalty: 4615.286621
	Iteration 25Q: 3 clusters Score -1066468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1066475.375000 Penalty: 4615.286621
	Iteration 26Q: 3 clusters Score -1066475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1066482.375000 Penalty: 4615.286621
	Iteration 27Q: 3 clusters Score -1066482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1066488.625000 Penalty: 4615.286621
	Iteration 28Q: 3 clusters Score -1066489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1066495.500000 Penalty: 4615.286621
	Iteration 29Q: 3 clusters Score -1066496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1066499.500000 Penalty: 4615.286621
	Iteration 30Q: 3 clusters Score -1066500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1066504.000000 Penalty: 4615.286621
	Iteration 31Q: 3 clusters Score -1066504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1066508.125000 Penalty: 4615.286621
	Iteration 32Q: 3 clusters Score -1066508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1066509.000000 Penalty: 4615.286621
	Iteration 33Q: 3 clusters Score -1066509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1066512.125000 Penalty: 4615.286621
	Iteration 34Q: 3 clusters Score -1066512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1066514.625000 Penalty: 4615.286621
	Iteration 35Q: 3 clusters Score -1066515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1066515.375000 Penalty: 4615.286621
	Iteration 36Q: 3 clusters Score -1066515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1066515.375000 Penalty: 4615.286621
	Iteration 37Q: 3 clusters Score -1066515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1066517.750000 Penalty: 4615.286621
	Iteration 38Q: 3 clusters Score -1066518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1066521.250000 Penalty: 4615.286621
	Iteration 39Q: 3 clusters Score -1066521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1066522.375000 Penalty: 4615.286621
	Iteration 40F: 3 clusters Score -1066522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1066521.000000 Penalty: 4615.286621
	Iteration 41Q: 3 clusters Score -1066521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1066521.000000 Penalty: 4615.286621
	Iteration 42F: 3 clusters Score -1066521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Entering Unmasked Estep 
Score: -3192014.500000 Penalty: 2563.750000
	Iteration 0F: 2 clusters Score -3192014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3170837.250000 Penalty: 5127.500000
	Iteration 0F: 3 clusters Score -3170837 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3178786.000000 Penalty: 5127.500000
	Iteration 1F: 3 clusters Score -3178786 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3179762.750000 Penalty: 5127.500000
	Iteration 2F: 3 clusters Score -3179763 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3180863.750000 Penalty: 5127.500000
	Iteration 3F: 3 clusters Score -3180864 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3181960.500000 Penalty: 5127.500000
	Iteration 4F: 3 clusters Score -3181960 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3182941.250000 Penalty: 5127.500000
	Iteration 5F: 3 clusters Score -3182941 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3183883.750000 Penalty: 5127.500000
	Iteration 6F: 3 clusters Score -3183884 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3184741.750000 Penalty: 5127.500000
	Iteration 7F: 3 clusters Score -3184742 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3185435.750000 Penalty: 5127.500000
	Iteration 8Q: 3 clusters Score -3185436 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3186040.750000 Penalty: 5127.500000
	Iteration 9Q: 3 clusters Score -3186041 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3186521.500000 Penalty: 5127.500000
	Iteration 10Q: 3 clusters Score -3186522 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3186944.250000 Penalty: 5127.500000
	Iteration 11Q: 3 clusters Score -3186944 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3187320.500000 Penalty: 5127.500000
	Iteration 12Q: 3 clusters Score -3187320 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3187551.000000 Penalty: 5127.500000
	Iteration 13Q: 3 clusters Score -3187551 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3187751.000000 Penalty: 5127.500000
	Iteration 14Q: 3 clusters Score -3187751 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3187881.000000 Penalty: 5127.500000
	Iteration 15Q: 3 clusters Score -3187881 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3188015.750000 Penalty: 5127.500000
	Iteration 16Q: 3 clusters Score -3188016 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3188133.750000 Penalty: 5127.500000
	Iteration 17Q: 3 clusters Score -3188134 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3188252.750000 Penalty: 5127.500000
	Iteration 18Q: 3 clusters Score -3188253 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3188346.500000 Penalty: 5127.500000
	Iteration 19Q: 3 clusters Score -3188346 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3188462.500000 Penalty: 5127.500000
	Iteration 20F: 3 clusters Score -3188462 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3188551.250000 Penalty: 5127.500000
	Iteration 21Q: 3 clusters Score -3188551 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3188684.000000 Penalty: 5127.500000
	Iteration 22Q: 3 clusters Score -3188684 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3188801.250000 Penalty: 5127.500000
	Iteration 23Q: 3 clusters Score -3188801 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3188933.750000 Penalty: 5127.500000
	Iteration 24Q: 3 clusters Score -3188934 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3189074.750000 Penalty: 5127.500000
	Iteration 25Q: 3 clusters Score -3189075 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3189224.500000 Penalty: 5127.500000
	Iteration 26Q: 3 clusters Score -3189224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3189355.250000 Penalty: 5127.500000
	Iteration 27Q: 3 clusters Score -3189355 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3189492.750000 Penalty: 5127.500000
	Iteration 28Q: 3 clusters Score -3189493 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3189591.500000 Penalty: 5127.500000
	Iteration 29Q: 3 clusters Score -3189592 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3189698.750000 Penalty: 5127.500000
	Iteration 30Q: 3 clusters Score -3189699 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3189816.000000 Penalty: 5127.500000
	Iteration 31Q: 3 clusters Score -3189816 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3189900.000000 Penalty: 5127.500000
	Iteration 32Q: 3 clusters Score -3189900 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3189985.500000 Penalty: 5127.500000
	Iteration 33Q: 3 clusters Score -3189986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3190087.250000 Penalty: 5127.500000
	Iteration 34Q: 3 clusters Score -3190087 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3190163.750000 Penalty: 5127.500000
	Iteration 35Q: 3 clusters Score -3190164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3190238.750000 Penalty: 5127.500000
	Iteration 36Q: 3 clusters Score -3190239 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3190309.000000 Penalty: 5127.500000
	Iteration 37Q: 3 clusters Score -3190309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3190353.000000 Penalty: 5127.500000
	Iteration 38Q: 3 clusters Score -3190353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3190368.250000 Penalty: 5127.500000
	Iteration 39Q: 3 clusters Score -3190368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3190395.000000 Penalty: 5127.500000
	Iteration 40F: 3 clusters Score -3190395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3190409.750000 Penalty: 5127.500000
	Iteration 41Q: 3 clusters Score -3190410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3190426.000000 Penalty: 5127.500000
	Iteration 42Q: 3 clusters Score -3190426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3190437.750000 Penalty: 5127.500000
	Iteration 43Q: 3 clusters Score -3190438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3190453.250000 Penalty: 5127.500000
	Iteration 44Q: 3 clusters Score -3190453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3190459.250000 Penalty: 5127.500000
	Iteration 45Q: 3 clusters Score -3190459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3190462.000000 Penalty: 5127.500000
	Iteration 46Q: 3 clusters Score -3190462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3190473.750000 Penalty: 5127.500000
	Iteration 47Q: 3 clusters Score -3190474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3190480.750000 Penalty: 5127.500000
	Iteration 48Q: 3 clusters Score -3190481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3190480.500000 Penalty: 5127.500000
	Iteration 49Q: 3 clusters Score -3190480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3190490.000000 Penalty: 5127.500000
	Iteration 50Q: 3 clusters Score -3190490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3190496.250000 Penalty: 5127.500000
	Iteration 51Q: 3 clusters Score -3190496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3190492.750000 Penalty: 5127.500000
	Iteration 52Q: 3 clusters Score -3190493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3190494.750000 Penalty: 5127.500000
	Iteration 53Q: 3 clusters Score -3190495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3190498.750000 Penalty: 5127.500000
	Iteration 54Q: 3 clusters Score -3190499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3190498.500000 Penalty: 5127.500000
	Iteration 55Q: 3 clusters Score -3190498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3190505.500000 Penalty: 5127.500000
	Iteration 56Q: 3 clusters Score -3190506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3190501.000000 Penalty: 5127.500000
	Iteration 57Q: 3 clusters Score -3190501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3190503.500000 Penalty: 5127.500000
	Iteration 58Q: 3 clusters Score -3190504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3190514.000000 Penalty: 5127.500000
	Iteration 59Q: 3 clusters Score -3190514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3190515.000000 Penalty: 5127.500000
	Iteration 60F: 3 clusters Score -3190515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3190520.500000 Penalty: 5127.500000
	Iteration 61Q: 3 clusters Score -3190520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3190527.250000 Penalty: 5127.500000
	Iteration 62Q: 3 clusters Score -3190527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3190528.750000 Penalty: 5127.500000
	Iteration 63Q: 3 clusters Score -3190529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3190530.000000 Penalty: 5127.500000
	Iteration 64Q: 3 clusters Score -3190530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3190530.500000 Penalty: 5127.500000
	Iteration 65Q: 3 clusters Score -3190530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3190534.500000 Penalty: 5127.500000
	Iteration 66Q: 3 clusters Score -3190534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3190530.500000 Penalty: 5127.500000
	Iteration 67Q: 3 clusters Score -3190530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3190530.500000 Penalty: 5127.500000
	Iteration 68F: 3 clusters Score -3190530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Entering Unmasked Estep 
Score: -3356664.250000 Penalty: 2549.151611
	Iteration 0F: 2 clusters Score -3356664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3336719.750000 Penalty: 5098.303223
	Iteration 0F: 3 clusters Score -3336720 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3343727.500000 Penalty: 5098.303223
	Iteration 1F: 3 clusters Score -3343728 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3344242.750000 Penalty: 5098.303223
	Iteration 2F: 3 clusters Score -3344243 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3344711.500000 Penalty: 5098.303223
	Iteration 3Q: 3 clusters Score -3344712 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3345241.250000 Penalty: 5098.303223
	Iteration 4Q: 3 clusters Score -3345241 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3345886.750000 Penalty: 5098.303223
	Iteration 5Q: 3 clusters Score -3345887 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3346775.750000 Penalty: 5098.303223
	Iteration 6F: 3 clusters Score -3346776 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3347815.250000 Penalty: 5098.303223
	Iteration 7F: 3 clusters Score -3347815 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3348926.500000 Penalty: 5098.303223
	Iteration 8F: 3 clusters Score -3348926 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3349924.500000 Penalty: 5098.303223
	Iteration 9F: 3 clusters Score -3349924 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3350803.250000 Penalty: 5098.303223
	Iteration 10Q: 3 clusters Score -3350803 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3351564.250000 Penalty: 5098.303223
	Iteration 11Q: 3 clusters Score -3351564 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3352224.250000 Penalty: 5098.303223
	Iteration 12Q: 3 clusters Score -3352224 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3352816.500000 Penalty: 5098.303223
	Iteration 13Q: 3 clusters Score -3352816 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3353286.000000 Penalty: 5098.303223
	Iteration 14Q: 3 clusters Score -3353286 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3353630.250000 Penalty: 5098.303223
	Iteration 15Q: 3 clusters Score -3353630 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3353889.250000 Penalty: 5098.303223
	Iteration 16Q: 3 clusters Score -3353889 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3354091.500000 Penalty: 5098.303223
	Iteration 17Q: 3 clusters Score -3354092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3354230.500000 Penalty: 5098.303223
	Iteration 18Q: 3 clusters Score -3354230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3354307.750000 Penalty: 5098.303223
	Iteration 19Q: 3 clusters Score -3354308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3354363.250000 Penalty: 5098.303223
	Iteration 20F: 3 clusters Score -3354363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3354394.000000 Penalty: 5098.303223
	Iteration 21Q: 3 clusters Score -3354394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3354434.500000 Penalty: 5098.303223
	Iteration 22Q: 3 clusters Score -3354434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3354453.000000 Penalty: 5098.303223
	Iteration 23Q: 3 clusters Score -3354453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3354467.500000 Penalty: 5098.303223
	Iteration 24Q: 3 clusters Score -3354468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3354484.500000 Penalty: 5098.303223
	Iteration 25Q: 3 clusters Score -3354484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3354497.500000 Penalty: 5098.303223
	Iteration 26Q: 3 clusters Score -3354498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3354503.000000 Penalty: 5098.303223
	Iteration 27Q: 3 clusters Score -3354503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3354506.750000 Penalty: 5098.303223
	Iteration 28Q: 3 clusters Score -3354507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3354507.250000 Penalty: 5098.303223
	Iteration 29Q: 3 clusters Score -3354507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3354508.750000 Penalty: 5098.303223
	Iteration 30Q: 3 clusters Score -3354509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3354511.250000 Penalty: 5098.303223
	Iteration 31Q: 3 clusters Score -3354511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3354511.500000 Penalty: 5098.303223
	Iteration 32Q: 3 clusters Score -3354512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3354511.500000 Penalty: 5098.303223
	Iteration 33F: 3 clusters Score -3354512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Entering Unmasked Estep 
Score: -1917911.500000 Penalty: 2413.621338
	Iteration 0F: 2 clusters Score -1917912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1905936.750000 Penalty: 4827.242676
	Iteration 0F: 3 clusters Score -1905937 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1910005.375000 Penalty: 4827.242676
	Iteration 1F: 3 clusters Score -1910005 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1910460.125000 Penalty: 4827.242676
	Iteration 2F: 3 clusters Score -1910460 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1910881.375000 Penalty: 4827.242676
	Iteration 3F: 3 clusters Score -1910881 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1911340.875000 Penalty: 4827.242676
	Iteration 4Q: 3 clusters Score -1911341 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1911846.625000 Penalty: 4827.242676
	Iteration 5F: 3 clusters Score -1911847 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1912408.250000 Penalty: 4827.242676
	Iteration 6F: 3 clusters Score -1912408 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1913007.875000 Penalty: 4827.242676
	Iteration 7F: 3 clusters Score -1913008 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1913488.250000 Penalty: 4827.242676
	Iteration 8Q: 3 clusters Score -1913488 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1913900.625000 Penalty: 4827.242676
	Iteration 9Q: 3 clusters Score -1913901 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1914256.500000 Penalty: 4827.242676
	Iteration 10Q: 3 clusters Score -1914256 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1914555.500000 Penalty: 4827.242676
	Iteration 11Q: 3 clusters Score -1914556 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1914831.875000 Penalty: 4827.242676
	Iteration 12Q: 3 clusters Score -1914832 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1915020.250000 Penalty: 4827.242676
	Iteration 13Q: 3 clusters Score -1915020 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1915173.500000 Penalty: 4827.242676
	Iteration 14Q: 3 clusters Score -1915174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1915292.875000 Penalty: 4827.242676
	Iteration 15Q: 3 clusters Score -1915293 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1915388.625000 Penalty: 4827.242676
	Iteration 16Q: 3 clusters Score -1915389 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1915465.000000 Penalty: 4827.242676
	Iteration 17Q: 3 clusters Score -1915465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1915527.375000 Penalty: 4827.242676
	Iteration 18Q: 3 clusters Score -1915527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1915581.875000 Penalty: 4827.242676
	Iteration 19Q: 3 clusters Score -1915582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1915633.750000 Penalty: 4827.242676
	Iteration 20F: 3 clusters Score -1915634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1915690.125000 Penalty: 4827.242676
	Iteration 21Q: 3 clusters Score -1915690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1915730.500000 Penalty: 4827.242676
	Iteration 22Q: 3 clusters Score -1915730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1915780.625000 Penalty: 4827.242676
	Iteration 23Q: 3 clusters Score -1915781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1915809.500000 Penalty: 4827.242676
	Iteration 24Q: 3 clusters Score -1915810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1915841.875000 Penalty: 4827.242676
	Iteration 25Q: 3 clusters Score -1915842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1915872.125000 Penalty: 4827.242676
	Iteration 26Q: 3 clusters Score -1915872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1915892.000000 Penalty: 4827.242676
	Iteration 27Q: 3 clusters Score -1915892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1915916.875000 Penalty: 4827.242676
	Iteration 28Q: 3 clusters Score -1915917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1915943.250000 Penalty: 4827.242676
	Iteration 29Q: 3 clusters Score -1915943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1915961.000000 Penalty: 4827.242676
	Iteration 30Q: 3 clusters Score -1915961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1915981.375000 Penalty: 4827.242676
	Iteration 31Q: 3 clusters Score -1915981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1915991.500000 Penalty: 4827.242676
	Iteration 32Q: 3 clusters Score -1915992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1916006.500000 Penalty: 4827.242676
	Iteration 33Q: 3 clusters Score -1916006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1916024.250000 Penalty: 4827.242676
	Iteration 34Q: 3 clusters Score -1916024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1916038.875000 Penalty: 4827.242676
	Iteration 35Q: 3 clusters Score -1916039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1916049.375000 Penalty: 4827.242676
	Iteration 36Q: 3 clusters Score -1916049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1916064.875000 Penalty: 4827.242676
	Iteration 37Q: 3 clusters Score -1916065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1916070.500000 Penalty: 4827.242676
	Iteration 38Q: 3 clusters Score -1916070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1916075.875000 Penalty: 4827.242676
	Iteration 39Q: 3 clusters Score -1916076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1916088.625000 Penalty: 4827.242676
	Iteration 40F: 3 clusters Score -1916089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1916101.625000 Penalty: 4827.242676
	Iteration 41Q: 3 clusters Score -1916102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1916105.875000 Penalty: 4827.242676
	Iteration 42Q: 3 clusters Score -1916106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1916117.375000 Penalty: 4827.242676
	Iteration 43Q: 3 clusters Score -1916117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1916123.500000 Penalty: 4827.242676
	Iteration 44Q: 3 clusters Score -1916124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1916130.625000 Penalty: 4827.242676
	Iteration 45Q: 3 clusters Score -1916131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1916137.625000 Penalty: 4827.242676
	Iteration 46Q: 3 clusters Score -1916138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1916145.625000 Penalty: 4827.242676
	Iteration 47Q: 3 clusters Score -1916146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1916161.875000 Penalty: 4827.242676
	Iteration 48Q: 3 clusters Score -1916162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1916173.250000 Penalty: 4827.242676
	Iteration 49Q: 3 clusters Score -1916173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1916186.000000 Penalty: 4827.242676
	Iteration 50Q: 3 clusters Score -1916186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1916190.875000 Penalty: 4827.242676
	Iteration 51Q: 3 clusters Score -1916191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1916199.500000 Penalty: 4827.242676
	Iteration 52Q: 3 clusters Score -1916200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1916212.250000 Penalty: 4827.242676
	Iteration 53Q: 3 clusters Score -1916212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1916226.625000 Penalty: 4827.242676
	Iteration 54Q: 3 clusters Score -1916227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1916239.250000 Penalty: 4827.242676
	Iteration 55Q: 3 clusters Score -1916239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1916253.875000 Penalty: 4827.242676
	Iteration 56Q: 3 clusters Score -1916254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1916266.875000 Penalty: 4827.242676
	Iteration 57Q: 3 clusters Score -1916267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1916276.125000 Penalty: 4827.242676
	Iteration 58Q: 3 clusters Score -1916276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1916286.250000 Penalty: 4827.242676
	Iteration 59Q: 3 clusters Score -1916286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1916294.625000 Penalty: 4827.242676
	Iteration 60F: 3 clusters Score -1916295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1916300.125000 Penalty: 4827.242676
	Iteration 61Q: 3 clusters Score -1916300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1916299.750000 Penalty: 4827.242676
	Iteration 62Q: 3 clusters Score -1916300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1916304.125000 Penalty: 4827.242676
	Iteration 63Q: 3 clusters Score -1916304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1916310.125000 Penalty: 4827.242676
	Iteration 64Q: 3 clusters Score -1916310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1916309.000000 Penalty: 4827.242676
	Iteration 65Q: 3 clusters Score -1916309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1916315.125000 Penalty: 4827.242676
	Iteration 66Q: 3 clusters Score -1916315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1916317.000000 Penalty: 4827.242676
	Iteration 67Q: 3 clusters Score -1916317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1916316.500000 Penalty: 4827.242676
	Iteration 68Q: 3 clusters Score -1916316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1916319.000000 Penalty: 4827.242676
	Iteration 69Q: 3 clusters Score -1916319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1916319.375000 Penalty: 4827.242676
	Iteration 70Q: 3 clusters Score -1916319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1916320.750000 Penalty: 4827.242676
	Iteration 71Q: 3 clusters Score -1916321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1916322.250000 Penalty: 4827.242676
	Iteration 72Q: 3 clusters Score -1916322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1916324.875000 Penalty: 4827.242676
	Iteration 73Q: 3 clusters Score -1916325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1916331.000000 Penalty: 4827.242676
	Iteration 74Q: 3 clusters Score -1916331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1916332.375000 Penalty: 4827.242676
	Iteration 75Q: 3 clusters Score -1916332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1916336.500000 Penalty: 4827.242676
	Iteration 76Q: 3 clusters Score -1916336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1916340.625000 Penalty: 4827.242676
	Iteration 77Q: 3 clusters Score -1916341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1916345.375000 Penalty: 4827.242676
	Iteration 78Q: 3 clusters Score -1916345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1916349.875000 Penalty: 4827.242676
	Iteration 79Q: 3 clusters Score -1916350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1916349.125000 Penalty: 4827.242676
	Iteration 80F: 3 clusters Score -1916349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -137776.046875 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -137776 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 688 members 
Entering Unmasked Estep 
Score: -135574.234375 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -135574.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135958.062500 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -135958.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -136085.640625 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -136085.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136168.921875 Penalty: 3585.640625
	Iteration 3Q: 3 clusters Score -136168.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136266.390625 Penalty: 3585.640625
	Iteration 4Q: 3 clusters Score -136266.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136368.890625 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -136368.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136447.984375 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -136448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136533.718750 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -136533.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136596.562500 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -136596.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -136664.984375 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -136665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136706.921875 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -136706.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136743.921875 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -136743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136767.578125 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -136767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -136774.937500 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -136774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136781.687500 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -136781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136786.546875 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -136786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -136788.062500 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -136788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136789.937500 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -136789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -136790.453125 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -136790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136791.187500 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -136791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136792.359375 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -136792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136794.250000 Penalty: 3585.640625
	Iteration 21Q: 3 clusters Score -136794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136794.687500 Penalty: 3585.640625
	Iteration 22Q: 3 clusters Score -136794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136794.687500 Penalty: 3585.640625
	Iteration 23F: 3 clusters Score -136794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1147144.000000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1147144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1139272.125000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1139272 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1141571.625000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1141572 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1141953.375000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1141953 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1142332.500000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1142332 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1142732.875000 Penalty: 4584.192871
	Iteration 4F: 3 clusters Score -1142733 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1143119.125000 Penalty: 4584.192871
	Iteration 5F: 3 clusters Score -1143119 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1143495.000000 Penalty: 4584.192871
	Iteration 6F: 3 clusters Score -1143495 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1143881.250000 Penalty: 4584.192871
	Iteration 7F: 3 clusters Score -1143881 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1144247.250000 Penalty: 4584.192871
	Iteration 8F: 3 clusters Score -1144247 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1144560.875000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1144561 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1144778.500000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1144778 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1144934.750000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1144935 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1145042.250000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1145042 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1145117.500000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1145118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1145172.375000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1145172 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1145205.750000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1145206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1145245.625000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1145246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1145269.500000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1145270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1145288.000000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1145288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1145301.750000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1145302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1145304.375000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1145304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1145317.125000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1145317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1145326.250000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1145326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1145332.250000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1145332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1145338.625000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1145339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1145345.125000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1145345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1145346.875000 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1145347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1145350.875000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1145351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1145354.625000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1145355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1145359.000000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1145359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1145366.250000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1145366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1145365.000000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1145365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1145364.375000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1145364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1145366.500000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1145366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1145366.375000 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1145366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1145367.875000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1145368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1145370.750000 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1145371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1145372.000000 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1145372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1145373.000000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1145373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1145372.875000 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1145373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1145372.625000 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1145373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1145373.375000 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -1145373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1145374.500000 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -1145374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1145375.250000 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -1145375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1145373.875000 Penalty: 4584.192871
	Iteration 44Q: 3 clusters Score -1145374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1145374.375000 Penalty: 4584.192871
	Iteration 45Q: 3 clusters Score -1145374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1145375.750000 Penalty: 4584.192871
	Iteration 46Q: 3 clusters Score -1145376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1145375.625000 Penalty: 4584.192871
	Iteration 47Q: 3 clusters Score -1145376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1145378.625000 Penalty: 4584.192871
	Iteration 48Q: 3 clusters Score -1145379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1145378.250000 Penalty: 4584.192871
	Iteration 49Q: 3 clusters Score -1145378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1145380.125000 Penalty: 4584.192871
	Iteration 50Q: 3 clusters Score -1145380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1145378.625000 Penalty: 4584.192871
	Iteration 51Q: 3 clusters Score -1145379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1145378.625000 Penalty: 4584.192871
	Iteration 52F: 3 clusters Score -1145379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -798195.812500 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -798195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -792498.000000 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -792498 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -793923.000000 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -793923 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -794154.562500 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -794154.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -794291.312500 Penalty: 4385.357910
	Iteration 3Q: 3 clusters Score -794291.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -794396.437500 Penalty: 4385.357910
	Iteration 4Q: 3 clusters Score -794396.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -794482.687500 Penalty: 4385.357910
	Iteration 5Q: 3 clusters Score -794482.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -794562.437500 Penalty: 4385.357910
	Iteration 6Q: 3 clusters Score -794562.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -794635.625000 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -794635.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -794695.937500 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -794695.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -794760.000000 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -794760 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -794833.062500 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -794833.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -794906.625000 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -794906.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -794978.875000 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -794978.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -795051.000000 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -795051 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -795119.437500 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -795119.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -795192.562500 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -795192.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -795272.812500 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -795272.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -795344.500000 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -795344.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -795399.625000 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -795399.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -795435.687500 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -795435.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -795470.500000 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -795470.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -795505.250000 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -795505.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -795538.562500 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -795538.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -795571.687500 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -795571.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -795616.312500 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -795616.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -795655.062500 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -795655.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -795697.250000 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -795697.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -795733.250000 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -795733.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -795781.875000 Penalty: 4385.357910
	Iteration 28Q: 3 clusters Score -795781.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -795825.062500 Penalty: 4385.357910
	Iteration 29Q: 3 clusters Score -795825.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -795859.937500 Penalty: 4385.357910
	Iteration 30Q: 3 clusters Score -795859.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -795892.625000 Penalty: 4385.357910
	Iteration 31Q: 3 clusters Score -795892.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -795919.875000 Penalty: 4385.357910
	Iteration 32Q: 3 clusters Score -795919.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -795941.687500 Penalty: 4385.357910
	Iteration 33Q: 3 clusters Score -795941.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -795959.000000 Penalty: 4385.357910
	Iteration 34Q: 3 clusters Score -795959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -795977.937500 Penalty: 4385.357910
	Iteration 35Q: 3 clusters Score -795977.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -795996.562500 Penalty: 4385.357910
	Iteration 36Q: 3 clusters Score -795996.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -796016.000000 Penalty: 4385.357910
	Iteration 37Q: 3 clusters Score -796016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -796030.562500 Penalty: 4385.357910
	Iteration 38Q: 3 clusters Score -796030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -796044.000000 Penalty: 4385.357910
	Iteration 39Q: 3 clusters Score -796044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -796061.750000 Penalty: 4385.357910
	Iteration 40F: 3 clusters Score -796061.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -796071.937500 Penalty: 4385.357910
	Iteration 41Q: 3 clusters Score -796071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -796082.812500 Penalty: 4385.357910
	Iteration 42Q: 3 clusters Score -796082.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -796098.062500 Penalty: 4385.357910
	Iteration 43Q: 3 clusters Score -796098.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -796103.875000 Penalty: 4385.357910
	Iteration 44Q: 3 clusters Score -796103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -796111.625000 Penalty: 4385.357910
	Iteration 45Q: 3 clusters Score -796111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -796124.062500 Penalty: 4385.357910
	Iteration 46Q: 3 clusters Score -796124.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -796140.937500 Penalty: 4385.357910
	Iteration 47Q: 3 clusters Score -796140.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -796154.125000 Penalty: 4385.357910
	Iteration 48Q: 3 clusters Score -796154.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -796163.812500 Penalty: 4385.357910
	Iteration 49Q: 3 clusters Score -796163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -796175.750000 Penalty: 4385.357910
	Iteration 50Q: 3 clusters Score -796175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -796179.500000 Penalty: 4385.357910
	Iteration 51Q: 3 clusters Score -796179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -796187.062500 Penalty: 4385.357910
	Iteration 52Q: 3 clusters Score -796187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -796193.812500 Penalty: 4385.357910
	Iteration 53Q: 3 clusters Score -796193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -796200.562500 Penalty: 4385.357910
	Iteration 54Q: 3 clusters Score -796200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -796204.187500 Penalty: 4385.357910
	Iteration 55Q: 3 clusters Score -796204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -796207.312500 Penalty: 4385.357910
	Iteration 56Q: 3 clusters Score -796207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -796211.937500 Penalty: 4385.357910
	Iteration 57Q: 3 clusters Score -796211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -796212.750000 Penalty: 4385.357910
	Iteration 58Q: 3 clusters Score -796212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -796215.437500 Penalty: 4385.357910
	Iteration 59Q: 3 clusters Score -796215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -796219.500000 Penalty: 4385.357910
	Iteration 60F: 3 clusters Score -796219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -796217.812500 Penalty: 4385.357910
	Iteration 61Q: 3 clusters Score -796217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -796218.937500 Penalty: 4385.357910
	Iteration 62Q: 3 clusters Score -796218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -796220.687500 Penalty: 4385.357910
	Iteration 63Q: 3 clusters Score -796220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -796224.937500 Penalty: 4385.357910
	Iteration 64Q: 3 clusters Score -796224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -796227.312500 Penalty: 4385.357910
	Iteration 65Q: 3 clusters Score -796227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -796229.000000 Penalty: 4385.357910
	Iteration 66Q: 3 clusters Score -796229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -796230.812500 Penalty: 4385.357910
	Iteration 67Q: 3 clusters Score -796230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -796231.750000 Penalty: 4385.357910
	Iteration 68Q: 3 clusters Score -796231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -796234.375000 Penalty: 4385.357910
	Iteration 69Q: 3 clusters Score -796234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -796239.750000 Penalty: 4385.357910
	Iteration 70Q: 3 clusters Score -796239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -796243.500000 Penalty: 4385.357910
	Iteration 71Q: 3 clusters Score -796243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -796248.000000 Penalty: 4385.357910
	Iteration 72Q: 3 clusters Score -796248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -796248.375000 Penalty: 4385.357910
	Iteration 73Q: 3 clusters Score -796248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -796248.375000 Penalty: 4385.357910
	Iteration 74F: 3 clusters Score -796248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -662813.812500 Penalty: 2174.799316
	Iteration 0F: 2 clusters Score -662813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -657492.000000 Penalty: 4349.598633
	Iteration 0F: 3 clusters Score -657492 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -659072.125000 Penalty: 4349.598633
	Iteration 1F: 3 clusters Score -659072.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -659501.625000 Penalty: 4349.598633
	Iteration 2F: 3 clusters Score -659501.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -659857.375000 Penalty: 4349.598633
	Iteration 3F: 3 clusters Score -659857.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -660138.000000 Penalty: 4349.598633
	Iteration 4F: 3 clusters Score -660138 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -660361.312500 Penalty: 4349.598633
	Iteration 5F: 3 clusters Score -660361.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -660542.000000 Penalty: 4349.598633
	Iteration 6Q: 3 clusters Score -660542 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -660676.062500 Penalty: 4349.598633
	Iteration 7Q: 3 clusters Score -660676.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -660776.312500 Penalty: 4349.598633
	Iteration 8Q: 3 clusters Score -660776.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -660852.875000 Penalty: 4349.598633
	Iteration 9Q: 3 clusters Score -660852.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -660917.187500 Penalty: 4349.598633
	Iteration 10Q: 3 clusters Score -660917.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -660972.437500 Penalty: 4349.598633
	Iteration 11Q: 3 clusters Score -660972.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -661015.625000 Penalty: 4349.598633
	Iteration 12Q: 3 clusters Score -661015.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -661048.375000 Penalty: 4349.598633
	Iteration 13Q: 3 clusters Score -661048.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -661080.687500 Penalty: 4349.598633
	Iteration 14Q: 3 clusters Score -661080.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -661105.375000 Penalty: 4349.598633
	Iteration 15Q: 3 clusters Score -661105.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -661129.437500 Penalty: 4349.598633
	Iteration 16Q: 3 clusters Score -661129.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -661148.500000 Penalty: 4349.598633
	Iteration 17Q: 3 clusters Score -661148.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -661160.875000 Penalty: 4349.598633
	Iteration 18Q: 3 clusters Score -661160.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -661173.375000 Penalty: 4349.598633
	Iteration 19Q: 3 clusters Score -661173.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -661182.687500 Penalty: 4349.598633
	Iteration 20F: 3 clusters Score -661182.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -661189.250000 Penalty: 4349.598633
	Iteration 21Q: 3 clusters Score -661189.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -661194.187500 Penalty: 4349.598633
	Iteration 22Q: 3 clusters Score -661194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -661198.812500 Penalty: 4349.598633
	Iteration 23Q: 3 clusters Score -661198.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -661203.875000 Penalty: 4349.598633
	Iteration 24Q: 3 clusters Score -661203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -661207.687500 Penalty: 4349.598633
	Iteration 25Q: 3 clusters Score -661207.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -661212.250000 Penalty: 4349.598633
	Iteration 26Q: 3 clusters Score -661212.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -661215.687500 Penalty: 4349.598633
	Iteration 27Q: 3 clusters Score -661215.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -661222.312500 Penalty: 4349.598633
	Iteration 28Q: 3 clusters Score -661222.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -661225.062500 Penalty: 4349.598633
	Iteration 29Q: 3 clusters Score -661225.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -661230.750000 Penalty: 4349.598633
	Iteration 30Q: 3 clusters Score -661230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -661235.125000 Penalty: 4349.598633
	Iteration 31Q: 3 clusters Score -661235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -661237.437500 Penalty: 4349.598633
	Iteration 32Q: 3 clusters Score -661237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -661239.187500 Penalty: 4349.598633
	Iteration 33Q: 3 clusters Score -661239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -661242.312500 Penalty: 4349.598633
	Iteration 34Q: 3 clusters Score -661242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -661243.125000 Penalty: 4349.598633
	Iteration 35Q: 3 clusters Score -661243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -661244.875000 Penalty: 4349.598633
	Iteration 36Q: 3 clusters Score -661244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -661246.437500 Penalty: 4349.598633
	Iteration 37Q: 3 clusters Score -661246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -661246.687500 Penalty: 4349.598633
	Iteration 38Q: 3 clusters Score -661246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -661249.187500 Penalty: 4349.598633
	Iteration 39Q: 3 clusters Score -661249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -661252.562500 Penalty: 4349.598633
	Iteration 40F: 3 clusters Score -661252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -661257.312500 Penalty: 4349.598633
	Iteration 41Q: 3 clusters Score -661257.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -661264.500000 Penalty: 4349.598633
	Iteration 42Q: 3 clusters Score -661264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -661269.000000 Penalty: 4349.598633
	Iteration 43Q: 3 clusters Score -661269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -661270.250000 Penalty: 4349.598633
	Iteration 44Q: 3 clusters Score -661270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -661271.062500 Penalty: 4349.598633
	Iteration 45Q: 3 clusters Score -661271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -661274.937500 Penalty: 4349.598633
	Iteration 46Q: 3 clusters Score -661274.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -661278.062500 Penalty: 4349.598633
	Iteration 47Q: 3 clusters Score -661278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -661281.437500 Penalty: 4349.598633
	Iteration 48Q: 3 clusters Score -661281.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -661289.875000 Penalty: 4349.598633
	Iteration 49Q: 3 clusters Score -661289.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -661299.750000 Penalty: 4349.598633
	Iteration 50Q: 3 clusters Score -661299.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -661307.375000 Penalty: 4349.598633
	Iteration 51Q: 3 clusters Score -661307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -661317.250000 Penalty: 4349.598633
	Iteration 52Q: 3 clusters Score -661317.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -661324.562500 Penalty: 4349.598633
	Iteration 53Q: 3 clusters Score -661324.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -661330.812500 Penalty: 4349.598633
	Iteration 54Q: 3 clusters Score -661330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -661341.062500 Penalty: 4349.598633
	Iteration 55Q: 3 clusters Score -661341.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -661345.125000 Penalty: 4349.598633
	Iteration 56Q: 3 clusters Score -661345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -661349.187500 Penalty: 4349.598633
	Iteration 57Q: 3 clusters Score -661349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -661354.312500 Penalty: 4349.598633
	Iteration 58Q: 3 clusters Score -661354.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -661358.250000 Penalty: 4349.598633
	Iteration 59Q: 3 clusters Score -661358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -661361.625000 Penalty: 4349.598633
	Iteration 60F: 3 clusters Score -661361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -661365.750000 Penalty: 4349.598633
	Iteration 61Q: 3 clusters Score -661365.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -661372.812500 Penalty: 4349.598633
	Iteration 62Q: 3 clusters Score -661372.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -661376.562500 Penalty: 4349.598633
	Iteration 63Q: 3 clusters Score -661376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -661381.187500 Penalty: 4349.598633
	Iteration 64Q: 3 clusters Score -661381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -661382.500000 Penalty: 4349.598633
	Iteration 65Q: 3 clusters Score -661382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -661384.187500 Penalty: 4349.598633
	Iteration 66Q: 3 clusters Score -661384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -661383.875000 Penalty: 4349.598633
	Iteration 67Q: 3 clusters Score -661383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -661385.500000 Penalty: 4349.598633
	Iteration 68Q: 3 clusters Score -661385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -661386.250000 Penalty: 4349.598633
	Iteration 69Q: 3 clusters Score -661386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -661387.000000 Penalty: 4349.598633
	Iteration 70Q: 3 clusters Score -661387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -661387.000000 Penalty: 4349.598633
	Iteration 71Q: 3 clusters Score -661387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -661389.625000 Penalty: 4349.598633
	Iteration 72Q: 3 clusters Score -661389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -661390.062500 Penalty: 4349.598633
	Iteration 73Q: 3 clusters Score -661390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -661391.000000 Penalty: 4349.598633
	Iteration 74Q: 3 clusters Score -661391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -661392.812500 Penalty: 4349.598633
	Iteration 75Q: 3 clusters Score -661392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -661394.687500 Penalty: 4349.598633
	Iteration 76Q: 3 clusters Score -661394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -661394.562500 Penalty: 4349.598633
	Iteration 77Q: 3 clusters Score -661394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -661394.562500 Penalty: 4349.598633
	Iteration 78F: 3 clusters Score -661394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (54314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Entering Unmasked Estep 
Score: -6244030.000000 Penalty: 2703.829346
	Iteration 0F: 2 clusters Score -6244030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -6207410.000000 Penalty: 5407.658691
	Iteration 0F: 3 clusters Score -6207410 nChanged 25239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6221913.000000 Penalty: 5407.658691
	Iteration 1F: 3 clusters Score -6221913 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -6223070.000000 Penalty: 5407.658691
	Iteration 2Q: 3 clusters Score -6223070 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6224766.500000 Penalty: 5407.658691
	Iteration 3F: 3 clusters Score -6224766 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -6227111.000000 Penalty: 5407.658691
	Iteration 4F: 3 clusters Score -6227111 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -6229862.500000 Penalty: 5407.658691
	Iteration 5F: 3 clusters Score -6229862 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -6232518.000000 Penalty: 5407.658691
	Iteration 6F: 3 clusters Score -6232518 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -6234857.500000 Penalty: 5407.658691
	Iteration 7F: 3 clusters Score -6234858 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -6237055.500000 Penalty: 5407.658691
	Iteration 8Q: 3 clusters Score -6237056 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -6239005.000000 Penalty: 5407.658691
	Iteration 9Q: 3 clusters Score -6239005 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -6240644.500000 Penalty: 5407.658691
	Iteration 10Q: 3 clusters Score -6240644 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6241731.000000 Penalty: 5407.658691
	Iteration 11Q: 3 clusters Score -6241731 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6242374.500000 Penalty: 5407.658691
	Iteration 12Q: 3 clusters Score -6242374 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -6242771.000000 Penalty: 5407.658691
	Iteration 13Q: 3 clusters Score -6242771 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6242940.500000 Penalty: 5407.658691
	Iteration 14Q: 3 clusters Score -6242940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -6243068.500000 Penalty: 5407.658691
	Iteration 15Q: 3 clusters Score -6243068 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6243158.000000 Penalty: 5407.658691
	Iteration 16Q: 3 clusters Score -6243158 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -6243188.000000 Penalty: 5407.658691
	Iteration 17Q: 3 clusters Score -6243188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6243194.500000 Penalty: 5407.658691
	Iteration 18Q: 3 clusters Score -6243194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -6243194.500000 Penalty: 5407.658691
	Iteration 19Q: 3 clusters Score -6243194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -6243210.000000 Penalty: 5407.658691
	Iteration 20F: 3 clusters Score -6243210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -6243218.000000 Penalty: 5407.658691
	Iteration 21Q: 3 clusters Score -6243218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -6243223.000000 Penalty: 5407.658691
	Iteration 22Q: 3 clusters Score -6243223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6243204.500000 Penalty: 5407.658691
	Iteration 23Q: 3 clusters Score -6243204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -6243228.000000 Penalty: 5407.658691
	Iteration 24Q: 3 clusters Score -6243228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6243221.000000 Penalty: 5407.658691
	Iteration 25Q: 3 clusters Score -6243221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -6243223.000000 Penalty: 5407.658691
	Iteration 26Q: 3 clusters Score -6243223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6243225.000000 Penalty: 5407.658691
	Iteration 27Q: 3 clusters Score -6243225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -6243219.000000 Penalty: 5407.658691
	Iteration 28Q: 3 clusters Score -6243219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -6243215.500000 Penalty: 5407.658691
	Iteration 29Q: 3 clusters Score -6243216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -6243211.500000 Penalty: 5407.658691
	Iteration 30Q: 3 clusters Score -6243212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -6243215.000000 Penalty: 5407.658691
	Iteration 31Q: 3 clusters Score -6243215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -6243224.000000 Penalty: 5407.658691
	Iteration 32Q: 3 clusters Score -6243224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6243213.000000 Penalty: 5407.658691
	Iteration 33Q: 3 clusters Score -6243213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -6243217.000000 Penalty: 5407.658691
	Iteration 34Q: 3 clusters Score -6243217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -6243218.500000 Penalty: 5407.658691
	Iteration 35Q: 3 clusters Score -6243218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6243225.500000 Penalty: 5407.658691
	Iteration 36Q: 3 clusters Score -6243226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6243230.000000 Penalty: 5407.658691
	Iteration 37Q: 3 clusters Score -6243230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -6243230.000000 Penalty: 5407.658691
	Iteration 38Q: 3 clusters Score -6243230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6243233.500000 Penalty: 5407.658691
	Iteration 39Q: 3 clusters Score -6243234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -6243233.500000 Penalty: 5407.658691
	Iteration 40F: 3 clusters Score -6243234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6243229.500000 Penalty: 5407.658691
	Iteration 41Q: 3 clusters Score -6243230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6243231.500000 Penalty: 5407.658691
	Iteration 42Q: 3 clusters Score -6243232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6243224.000000 Penalty: 5407.658691
	Iteration 43Q: 3 clusters Score -6243224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -6243224.000000 Penalty: 5407.658691
	Iteration 44Q: 3 clusters Score -6243224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6243230.000000 Penalty: 5407.658691
	Iteration 45Q: 3 clusters Score -6243230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6243219.500000 Penalty: 5407.658691
	Iteration 46Q: 3 clusters Score -6243220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -6243220.000000 Penalty: 5407.658691
	Iteration 47Q: 3 clusters Score -6243220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6243206.500000 Penalty: 5407.658691
	Iteration 48Q: 3 clusters Score -6243206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -6243218.000000 Penalty: 5407.658691
	Iteration 49Q: 3 clusters Score -6243218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6243205.500000 Penalty: 5407.658691
	Iteration 50Q: 3 clusters Score -6243206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6243207.000000 Penalty: 5407.658691
	Iteration 51Q: 3 clusters Score -6243207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -6243203.000000 Penalty: 5407.658691
	Iteration 52Q: 3 clusters Score -6243203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -6243202.500000 Penalty: 5407.658691
	Iteration 53Q: 3 clusters Score -6243202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6243198.000000 Penalty: 5407.658691
	Iteration 54Q: 3 clusters Score -6243198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -6243200.000000 Penalty: 5407.658691
	Iteration 55Q: 3 clusters Score -6243200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6243205.500000 Penalty: 5407.658691
	Iteration 56Q: 3 clusters Score -6243206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6243206.500000 Penalty: 5407.658691
	Iteration 57Q: 3 clusters Score -6243206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -6243210.000000 Penalty: 5407.658691
	Iteration 58Q: 3 clusters Score -6243210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6243209.000000 Penalty: 5407.658691
	Iteration 59Q: 3 clusters Score -6243209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6243208.500000 Penalty: 5407.658691
	Iteration 60F: 3 clusters Score -6243208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -6243204.500000 Penalty: 5407.658691
	Iteration 61Q: 3 clusters Score -6243204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6243213.500000 Penalty: 5407.658691
	Iteration 62Q: 3 clusters Score -6243214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6243211.500000 Penalty: 5407.658691
	Iteration 63Q: 3 clusters Score -6243212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -6243207.500000 Penalty: 5407.658691
	Iteration 64Q: 3 clusters Score -6243208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6243214.500000 Penalty: 5407.658691
	Iteration 65Q: 3 clusters Score -6243214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6243217.000000 Penalty: 5407.658691
	Iteration 66Q: 3 clusters Score -6243217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6243217.000000 Penalty: 5407.658691
	Iteration 67F: 3 clusters Score -6243217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Entering Unmasked Estep 
Score: -4426156.000000 Penalty: 2617.240234
	Iteration 0F: 2 clusters Score -4426156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4400226.000000 Penalty: 5234.480469
	Iteration 0F: 3 clusters Score -4400226 nChanged 17563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4409910.500000 Penalty: 5234.480469
	Iteration 1F: 3 clusters Score -4409910 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4410386.500000 Penalty: 5234.480469
	Iteration 2Q: 3 clusters Score -4410386 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4410816.000000 Penalty: 5234.480469
	Iteration 3Q: 3 clusters Score -4410816 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4411215.000000 Penalty: 5234.480469
	Iteration 4Q: 3 clusters Score -4411215 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4411619.500000 Penalty: 5234.480469
	Iteration 5Q: 3 clusters Score -4411620 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4412121.500000 Penalty: 5234.480469
	Iteration 6Q: 3 clusters Score -4412122 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4412794.500000 Penalty: 5234.480469
	Iteration 7Q: 3 clusters Score -4412794 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4413605.000000 Penalty: 5234.480469
	Iteration 8Q: 3 clusters Score -4413605 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4414550.500000 Penalty: 5234.480469
	Iteration 9Q: 3 clusters Score -4414550 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4415558.000000 Penalty: 5234.480469
	Iteration 10F: 3 clusters Score -4415558 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4416360.000000 Penalty: 5234.480469
	Iteration 11Q: 3 clusters Score -4416360 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4417017.500000 Penalty: 5234.480469
	Iteration 12Q: 3 clusters Score -4417018 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4417447.000000 Penalty: 5234.480469
	Iteration 13Q: 3 clusters Score -4417447 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -4417836.500000 Penalty: 5234.480469
	Iteration 14Q: 3 clusters Score -4417836 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4418146.500000 Penalty: 5234.480469
	Iteration 15Q: 3 clusters Score -4418146 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4418410.500000 Penalty: 5234.480469
	Iteration 16Q: 3 clusters Score -4418410 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4418724.500000 Penalty: 5234.480469
	Iteration 17Q: 3 clusters Score -4418724 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4419007.500000 Penalty: 5234.480469
	Iteration 18Q: 3 clusters Score -4419008 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4419265.500000 Penalty: 5234.480469
	Iteration 19Q: 3 clusters Score -4419266 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4419537.500000 Penalty: 5234.480469
	Iteration 20F: 3 clusters Score -4419538 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4419796.000000 Penalty: 5234.480469
	Iteration 21Q: 3 clusters Score -4419796 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4420005.500000 Penalty: 5234.480469
	Iteration 22Q: 3 clusters Score -4420006 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4420235.500000 Penalty: 5234.480469
	Iteration 23Q: 3 clusters Score -4420236 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -4420460.000000 Penalty: 5234.480469
	Iteration 24Q: 3 clusters Score -4420460 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4420681.000000 Penalty: 5234.480469
	Iteration 25Q: 3 clusters Score -4420681 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4420886.000000 Penalty: 5234.480469
	Iteration 26Q: 3 clusters Score -4420886 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4421115.500000 Penalty: 5234.480469
	Iteration 27Q: 3 clusters Score -4421116 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -4421410.500000 Penalty: 5234.480469
	Iteration 28Q: 3 clusters Score -4421410 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4421771.500000 Penalty: 5234.480469
	Iteration 29Q: 3 clusters Score -4421772 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4422174.000000 Penalty: 5234.480469
	Iteration 30Q: 3 clusters Score -4422174 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4422631.000000 Penalty: 5234.480469
	Iteration 31Q: 3 clusters Score -4422631 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4423127.500000 Penalty: 5234.480469
	Iteration 32Q: 3 clusters Score -4423128 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4423669.500000 Penalty: 5234.480469
	Iteration 33Q: 3 clusters Score -4423670 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4424187.000000 Penalty: 5234.480469
	Iteration 34Q: 3 clusters Score -4424187 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4424470.000000 Penalty: 5234.480469
	Iteration 35Q: 3 clusters Score -4424470 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4424608.000000 Penalty: 5234.480469
	Iteration 36Q: 3 clusters Score -4424608 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4424731.000000 Penalty: 5234.480469
	Iteration 37Q: 3 clusters Score -4424731 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4424803.000000 Penalty: 5234.480469
	Iteration 38Q: 3 clusters Score -4424803 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4424862.500000 Penalty: 5234.480469
	Iteration 39Q: 3 clusters Score -4424862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4424900.500000 Penalty: 5234.480469
	Iteration 40F: 3 clusters Score -4424900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4424928.000000 Penalty: 5234.480469
	Iteration 41Q: 3 clusters Score -4424928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4424939.000000 Penalty: 5234.480469
	Iteration 42Q: 3 clusters Score -4424939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4424941.000000 Penalty: 5234.480469
	Iteration 43Q: 3 clusters Score -4424941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4424946.500000 Penalty: 5234.480469
	Iteration 44Q: 3 clusters Score -4424946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4424959.000000 Penalty: 5234.480469
	Iteration 45Q: 3 clusters Score -4424959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4424974.500000 Penalty: 5234.480469
	Iteration 46Q: 3 clusters Score -4424974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4424975.000000 Penalty: 5234.480469
	Iteration 47Q: 3 clusters Score -4424975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4424975.000000 Penalty: 5234.480469
	Iteration 48Q: 3 clusters Score -4424975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4424978.500000 Penalty: 5234.480469
	Iteration 49Q: 3 clusters Score -4424978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4424981.500000 Penalty: 5234.480469
	Iteration 50Q: 3 clusters Score -4424982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4424977.000000 Penalty: 5234.480469
	Iteration 51Q: 3 clusters Score -4424977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4424985.000000 Penalty: 5234.480469
	Iteration 52Q: 3 clusters Score -4424985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4424990.500000 Penalty: 5234.480469
	Iteration 53Q: 3 clusters Score -4424990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4424986.000000 Penalty: 5234.480469
	Iteration 54Q: 3 clusters Score -4424986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4424977.500000 Penalty: 5234.480469
	Iteration 55Q: 3 clusters Score -4424978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4424977.500000 Penalty: 5234.480469
	Iteration 56Q: 3 clusters Score -4424978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4424980.000000 Penalty: 5234.480469
	Iteration 57Q: 3 clusters Score -4424980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4424981.000000 Penalty: 5234.480469
	Iteration 58Q: 3 clusters Score -4424981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4424983.000000 Penalty: 5234.480469
	Iteration 59Q: 3 clusters Score -4424983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4424983.000000 Penalty: 5234.480469
	Iteration 60F: 3 clusters Score -4424983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -560195.937500 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -560195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -555232.937500 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -555232.9 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -556877.687500 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -556877.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -557463.937500 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -557463.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -557888.312500 Penalty: 4297.374023
	Iteration 3F: 3 clusters Score -557888.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -558167.187500 Penalty: 4297.374023
	Iteration 4F: 3 clusters Score -558167.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -558365.937500 Penalty: 4297.374023
	Iteration 5Q: 3 clusters Score -558365.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -558492.562500 Penalty: 4297.374023
	Iteration 6Q: 3 clusters Score -558492.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -558582.250000 Penalty: 4297.374023
	Iteration 7Q: 3 clusters Score -558582.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -558647.062500 Penalty: 4297.374023
	Iteration 8Q: 3 clusters Score -558647.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -558679.500000 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -558679.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -558708.375000 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -558708.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -558745.375000 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -558745.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -558772.500000 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -558772.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -558790.125000 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -558790.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -558811.187500 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -558811.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -558828.000000 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -558828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -558843.375000 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -558843.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -558854.312500 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -558854.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -558872.312500 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -558872.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -558895.937500 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -558895.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -558925.250000 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -558925.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -558955.812500 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -558955.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -558974.125000 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -558974.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -558986.250000 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -558986.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -558995.562500 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -558995.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -559005.312500 Penalty: 4297.374023
	Iteration 25Q: 3 clusters Score -559005.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -559017.187500 Penalty: 4297.374023
	Iteration 26Q: 3 clusters Score -559017.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -559028.875000 Penalty: 4297.374023
	Iteration 27Q: 3 clusters Score -559028.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -559041.500000 Penalty: 4297.374023
	Iteration 28Q: 3 clusters Score -559041.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -559057.500000 Penalty: 4297.374023
	Iteration 29Q: 3 clusters Score -559057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -559075.062500 Penalty: 4297.374023
	Iteration 30Q: 3 clusters Score -559075.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -559095.625000 Penalty: 4297.374023
	Iteration 31Q: 3 clusters Score -559095.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -559119.750000 Penalty: 4297.374023
	Iteration 32Q: 3 clusters Score -559119.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -559145.937500 Penalty: 4297.374023
	Iteration 33Q: 3 clusters Score -559145.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -559173.500000 Penalty: 4297.374023
	Iteration 34Q: 3 clusters Score -559173.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -559194.750000 Penalty: 4297.374023
	Iteration 35Q: 3 clusters Score -559194.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559213.000000 Penalty: 4297.374023
	Iteration 36Q: 3 clusters Score -559213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -559226.437500 Penalty: 4297.374023
	Iteration 37Q: 3 clusters Score -559226.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -559236.937500 Penalty: 4297.374023
	Iteration 38Q: 3 clusters Score -559236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -559248.625000 Penalty: 4297.374023
	Iteration 39Q: 3 clusters Score -559248.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -559261.250000 Penalty: 4297.374023
	Iteration 40F: 3 clusters Score -559261.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -559271.875000 Penalty: 4297.374023
	Iteration 41Q: 3 clusters Score -559271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -559284.125000 Penalty: 4297.374023
	Iteration 42Q: 3 clusters Score -559284.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -559308.687500 Penalty: 4297.374023
	Iteration 43Q: 3 clusters Score -559308.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -559333.125000 Penalty: 4297.374023
	Iteration 44Q: 3 clusters Score -559333.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -559341.875000 Penalty: 4297.374023
	Iteration 45Q: 3 clusters Score -559341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -559346.875000 Penalty: 4297.374023
	Iteration 46Q: 3 clusters Score -559346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -559350.812500 Penalty: 4297.374023
	Iteration 47Q: 3 clusters Score -559350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -559352.937500 Penalty: 4297.374023
	Iteration 48Q: 3 clusters Score -559352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -559355.750000 Penalty: 4297.374023
	Iteration 49Q: 3 clusters Score -559355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -559358.437500 Penalty: 4297.374023
	Iteration 50Q: 3 clusters Score -559358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -559363.687500 Penalty: 4297.374023
	Iteration 51Q: 3 clusters Score -559363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -559367.375000 Penalty: 4297.374023
	Iteration 52Q: 3 clusters Score -559367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -559371.687500 Penalty: 4297.374023
	Iteration 53Q: 3 clusters Score -559371.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -559377.375000 Penalty: 4297.374023
	Iteration 54Q: 3 clusters Score -559377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -559379.812500 Penalty: 4297.374023
	Iteration 55Q: 3 clusters Score -559379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -559382.000000 Penalty: 4297.374023
	Iteration 56Q: 3 clusters Score -559382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -559383.812500 Penalty: 4297.374023
	Iteration 57Q: 3 clusters Score -559383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -559385.375000 Penalty: 4297.374023
	Iteration 58Q: 3 clusters Score -559385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -559387.187500 Penalty: 4297.374023
	Iteration 59Q: 3 clusters Score -559387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -559386.125000 Penalty: 4297.374023
	Iteration 60F: 3 clusters Score -559386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -559386.812500 Penalty: 4297.374023
	Iteration 61Q: 3 clusters Score -559386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -559387.437500 Penalty: 4297.374023
	Iteration 62Q: 3 clusters Score -559387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -559388.687500 Penalty: 4297.374023
	Iteration 63Q: 3 clusters Score -559388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559390.750000 Penalty: 4297.374023
	Iteration 64Q: 3 clusters Score -559390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559392.062500 Penalty: 4297.374023
	Iteration 65Q: 3 clusters Score -559392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559391.125000 Penalty: 4297.374023
	Iteration 66Q: 3 clusters Score -559391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -559393.437500 Penalty: 4297.374023
	Iteration 67Q: 3 clusters Score -559393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559394.625000 Penalty: 4297.374023
	Iteration 68Q: 3 clusters Score -559394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -559394.687500 Penalty: 4297.374023
	Iteration 69Q: 3 clusters Score -559394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -559394.875000 Penalty: 4297.374023
	Iteration 70Q: 3 clusters Score -559394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -559394.875000 Penalty: 4297.374023
	Iteration 71F: 3 clusters Score -559394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Entering Unmasked Estep 
Score: -4835697.000000 Penalty: 2638.608398
	Iteration 0F: 2 clusters Score -4835697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4807429.000000 Penalty: 5277.216797
	Iteration 0F: 3 clusters Score -4807429 nChanged 19147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4817761.500000 Penalty: 5277.216797
	Iteration 1F: 3 clusters Score -4817762 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4818249.000000 Penalty: 5277.216797
	Iteration 2Q: 3 clusters Score -4818249 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4818799.000000 Penalty: 5277.216797
	Iteration 3Q: 3 clusters Score -4818799 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4819206.500000 Penalty: 5277.216797
	Iteration 4Q: 3 clusters Score -4819206 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4819647.500000 Penalty: 5277.216797
	Iteration 5Q: 3 clusters Score -4819648 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4820149.500000 Penalty: 5277.216797
	Iteration 6Q: 3 clusters Score -4820150 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4820815.000000 Penalty: 5277.216797
	Iteration 7Q: 3 clusters Score -4820815 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4821651.000000 Penalty: 5277.216797
	Iteration 8Q: 3 clusters Score -4821651 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4822684.500000 Penalty: 5277.216797
	Iteration 9Q: 3 clusters Score -4822684 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4824121.500000 Penalty: 5277.216797
	Iteration 10F: 3 clusters Score -4824122 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4825975.500000 Penalty: 5277.216797
	Iteration 11F: 3 clusters Score -4825976 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4828018.500000 Penalty: 5277.216797
	Iteration 12F: 3 clusters Score -4828018 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4829986.500000 Penalty: 5277.216797
	Iteration 13F: 3 clusters Score -4829986 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -4831426.000000 Penalty: 5277.216797
	Iteration 14Q: 3 clusters Score -4831426 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -4832352.500000 Penalty: 5277.216797
	Iteration 15Q: 3 clusters Score -4832352 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4832851.000000 Penalty: 5277.216797
	Iteration 16Q: 3 clusters Score -4832851 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4833113.500000 Penalty: 5277.216797
	Iteration 17Q: 3 clusters Score -4833114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -4833244.500000 Penalty: 5277.216797
	Iteration 18Q: 3 clusters Score -4833244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4833283.500000 Penalty: 5277.216797
	Iteration 19Q: 3 clusters Score -4833284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -4833324.500000 Penalty: 5277.216797
	Iteration 20F: 3 clusters Score -4833324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -4833360.000000 Penalty: 5277.216797
	Iteration 21Q: 3 clusters Score -4833360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -4833373.000000 Penalty: 5277.216797
	Iteration 22Q: 3 clusters Score -4833373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -4833382.000000 Penalty: 5277.216797
	Iteration 23Q: 3 clusters Score -4833382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4833383.000000 Penalty: 5277.216797
	Iteration 24Q: 3 clusters Score -4833383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4833379.500000 Penalty: 5277.216797
	Iteration 25Q: 3 clusters Score -4833380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4833379.500000 Penalty: 5277.216797
	Iteration 26F: 3 clusters Score -4833380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1014769.437500 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -1014769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1007355.875000 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -1007356 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1010123.312500 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -1010123 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1010907.687500 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -1010908 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1011577.500000 Penalty: 4561.436523
	Iteration 3F: 3 clusters Score -1011578 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1012125.625000 Penalty: 4561.436523
	Iteration 4F: 3 clusters Score -1012126 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1012536.750000 Penalty: 4561.436523
	Iteration 5F: 3 clusters Score -1012537 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1012840.375000 Penalty: 4561.436523
	Iteration 6Q: 3 clusters Score -1012840 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1013103.375000 Penalty: 4561.436523
	Iteration 7Q: 3 clusters Score -1013103 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1013318.687500 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -1013319 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1013460.500000 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -1013460 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1013574.437500 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -1013574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1013647.687500 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -1013648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1013696.375000 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -1013696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1013733.562500 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -1013734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1013769.500000 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -1013770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1013796.875000 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -1013797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1013823.250000 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -1013823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1013852.500000 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -1013852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1013886.062500 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -1013886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1013920.437500 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -1013920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1013943.500000 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -1013944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1013977.187500 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -1013977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1013993.687500 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -1013994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1014003.812500 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -1014004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1014014.125000 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -1014014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1014025.250000 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -1014025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1014033.937500 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -1014034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1014041.125000 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -1014041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1014045.687500 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -1014046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1014046.125000 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -1014046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1014048.125000 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -1014048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1014049.937500 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -1014050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1014054.000000 Penalty: 4561.436523
	Iteration 32Q: 3 clusters Score -1014054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1014056.437500 Penalty: 4561.436523
	Iteration 33Q: 3 clusters Score -1014056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1014057.250000 Penalty: 4561.436523
	Iteration 34Q: 3 clusters Score -1014057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1014061.000000 Penalty: 4561.436523
	Iteration 35Q: 3 clusters Score -1014061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1014064.562500 Penalty: 4561.436523
	Iteration 36Q: 3 clusters Score -1014065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1014066.500000 Penalty: 4561.436523
	Iteration 37Q: 3 clusters Score -1014066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1014065.812500 Penalty: 4561.436523
	Iteration 38Q: 3 clusters Score -1014066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1014066.375000 Penalty: 4561.436523
	Iteration 39Q: 3 clusters Score -1014066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1014068.750000 Penalty: 4561.436523
	Iteration 40F: 3 clusters Score -1014069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1014073.250000 Penalty: 4561.436523
	Iteration 41Q: 3 clusters Score -1014073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1014073.937500 Penalty: 4561.436523
	Iteration 42Q: 3 clusters Score -1014074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1014075.625000 Penalty: 4561.436523
	Iteration 43Q: 3 clusters Score -1014076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1014075.937500 Penalty: 4561.436523
	Iteration 44Q: 3 clusters Score -1014076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1014078.812500 Penalty: 4561.436523
	Iteration 45Q: 3 clusters Score -1014079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1014078.625000 Penalty: 4561.436523
	Iteration 46Q: 3 clusters Score -1014079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1014078.625000 Penalty: 4561.436523
	Iteration 47F: 3 clusters Score -1014079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -140261.828125 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -140261.8 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 634 members 
Entering Unmasked Estep 
Score: -138181.531250 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -138181.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138472.718750 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -138472.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138554.203125 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -138554.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -138597.484375 Penalty: 3548.301514
	Iteration 3Q: 3 clusters Score -138597.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138647.593750 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -138647.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138671.406250 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -138671.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138696.125000 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -138696.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138726.687500 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -138726.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138762.437500 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -138762.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138806.546875 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -138806.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138852.187500 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -138852.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138892.390625 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -138892.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -138926.203125 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -138926.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138972.250000 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -138972.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139010.687500 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -139010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139036.640625 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -139036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139058.406250 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -139058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139074.265625 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -139074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139089.687500 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -139089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139103.312500 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -139103.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -139108.203125 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -139108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139108.703125 Penalty: 3548.301514
	Iteration 21Q: 3 clusters Score -139108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139108.703125 Penalty: 3548.301514
	Iteration 22F: 3 clusters Score -139108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Entering Unmasked Estep 
Score: -1286668.375000 Penalty: 2324.201172
	Iteration 0F: 2 clusters Score -1286668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1277959.375000 Penalty: 4648.402344
	Iteration 0F: 3 clusters Score -1277959 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1280646.750000 Penalty: 4648.402344
	Iteration 1F: 3 clusters Score -1280647 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1281063.000000 Penalty: 4648.402344
	Iteration 2F: 3 clusters Score -1281063 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1281386.000000 Penalty: 4648.402344
	Iteration 3F: 3 clusters Score -1281386 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1281677.875000 Penalty: 4648.402344
	Iteration 4Q: 3 clusters Score -1281678 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1281923.875000 Penalty: 4648.402344
	Iteration 5Q: 3 clusters Score -1281924 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1282127.875000 Penalty: 4648.402344
	Iteration 6Q: 3 clusters Score -1282128 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1282343.375000 Penalty: 4648.402344
	Iteration 7Q: 3 clusters Score -1282343 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1282545.250000 Penalty: 4648.402344
	Iteration 8Q: 3 clusters Score -1282545 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1282771.750000 Penalty: 4648.402344
	Iteration 9Q: 3 clusters Score -1282772 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1283004.875000 Penalty: 4648.402344
	Iteration 10Q: 3 clusters Score -1283005 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1283248.375000 Penalty: 4648.402344
	Iteration 11Q: 3 clusters Score -1283248 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1283491.000000 Penalty: 4648.402344
	Iteration 12Q: 3 clusters Score -1283491 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1283680.875000 Penalty: 4648.402344
	Iteration 13Q: 3 clusters Score -1283681 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1283840.500000 Penalty: 4648.402344
	Iteration 14Q: 3 clusters Score -1283840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1283988.125000 Penalty: 4648.402344
	Iteration 15Q: 3 clusters Score -1283988 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1284104.875000 Penalty: 4648.402344
	Iteration 16Q: 3 clusters Score -1284105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1284173.625000 Penalty: 4648.402344
	Iteration 17Q: 3 clusters Score -1284174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1284233.250000 Penalty: 4648.402344
	Iteration 18Q: 3 clusters Score -1284233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1284281.500000 Penalty: 4648.402344
	Iteration 19Q: 3 clusters Score -1284282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1284323.125000 Penalty: 4648.402344
	Iteration 20F: 3 clusters Score -1284323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1284353.750000 Penalty: 4648.402344
	Iteration 21Q: 3 clusters Score -1284354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1284393.375000 Penalty: 4648.402344
	Iteration 22Q: 3 clusters Score -1284393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1284418.250000 Penalty: 4648.402344
	Iteration 23Q: 3 clusters Score -1284418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1284450.500000 Penalty: 4648.402344
	Iteration 24Q: 3 clusters Score -1284450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1284480.750000 Penalty: 4648.402344
	Iteration 25Q: 3 clusters Score -1284481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1284517.875000 Penalty: 4648.402344
	Iteration 26Q: 3 clusters Score -1284518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1284548.750000 Penalty: 4648.402344
	Iteration 27Q: 3 clusters Score -1284549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1284578.750000 Penalty: 4648.402344
	Iteration 28Q: 3 clusters Score -1284579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1284616.625000 Penalty: 4648.402344
	Iteration 29Q: 3 clusters Score -1284617 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1284662.625000 Penalty: 4648.402344
	Iteration 30Q: 3 clusters Score -1284663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1284709.750000 Penalty: 4648.402344
	Iteration 31Q: 3 clusters Score -1284710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1284761.625000 Penalty: 4648.402344
	Iteration 32Q: 3 clusters Score -1284762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1284805.500000 Penalty: 4648.402344
	Iteration 33Q: 3 clusters Score -1284806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1284853.625000 Penalty: 4648.402344
	Iteration 34Q: 3 clusters Score -1284854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1284893.250000 Penalty: 4648.402344
	Iteration 35Q: 3 clusters Score -1284893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1284920.000000 Penalty: 4648.402344
	Iteration 36Q: 3 clusters Score -1284920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1284933.125000 Penalty: 4648.402344
	Iteration 37Q: 3 clusters Score -1284933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1284953.625000 Penalty: 4648.402344
	Iteration 38Q: 3 clusters Score -1284954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1284963.875000 Penalty: 4648.402344
	Iteration 39Q: 3 clusters Score -1284964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1284972.375000 Penalty: 4648.402344
	Iteration 40F: 3 clusters Score -1284972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1284975.500000 Penalty: 4648.402344
	Iteration 41Q: 3 clusters Score -1284976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1284980.625000 Penalty: 4648.402344
	Iteration 42Q: 3 clusters Score -1284981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1284991.000000 Penalty: 4648.402344
	Iteration 43Q: 3 clusters Score -1284991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1284994.375000 Penalty: 4648.402344
	Iteration 44Q: 3 clusters Score -1284994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1285000.375000 Penalty: 4648.402344
	Iteration 45Q: 3 clusters Score -1285000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1285004.875000 Penalty: 4648.402344
	Iteration 46Q: 3 clusters Score -1285005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1285009.125000 Penalty: 4648.402344
	Iteration 47Q: 3 clusters Score -1285009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1285010.875000 Penalty: 4648.402344
	Iteration 48Q: 3 clusters Score -1285011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1285017.125000 Penalty: 4648.402344
	Iteration 49Q: 3 clusters Score -1285017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1285016.500000 Penalty: 4648.402344
	Iteration 50Q: 3 clusters Score -1285016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1285016.250000 Penalty: 4648.402344
	Iteration 51Q: 3 clusters Score -1285016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1285017.375000 Penalty: 4648.402344
	Iteration 52Q: 3 clusters Score -1285017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1285017.375000 Penalty: 4648.402344
	Iteration 53F: 3 clusters Score -1285017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -2350955.750000 Penalty: 2463.395508
	Iteration 0F: 2 clusters Score -2350956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2336476.500000 Penalty: 4926.791016
	Iteration 0F: 3 clusters Score -2336476 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2341396.000000 Penalty: 4926.791016
	Iteration 1F: 3 clusters Score -2341396 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2341910.000000 Penalty: 4926.791016
	Iteration 2F: 3 clusters Score -2341910 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2342623.500000 Penalty: 4926.791016
	Iteration 3F: 3 clusters Score -2342624 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2343477.000000 Penalty: 4926.791016
	Iteration 4F: 3 clusters Score -2343477 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2344383.750000 Penalty: 4926.791016
	Iteration 5F: 3 clusters Score -2344384 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2345309.500000 Penalty: 4926.791016
	Iteration 6F: 3 clusters Score -2345310 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2346213.500000 Penalty: 4926.791016
	Iteration 7F: 3 clusters Score -2346214 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2346864.500000 Penalty: 4926.791016
	Iteration 8F: 3 clusters Score -2346864 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2347306.750000 Penalty: 4926.791016
	Iteration 9Q: 3 clusters Score -2347307 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2347632.750000 Penalty: 4926.791016
	Iteration 10Q: 3 clusters Score -2347633 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2347903.750000 Penalty: 4926.791016
	Iteration 11Q: 3 clusters Score -2347904 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2348176.000000 Penalty: 4926.791016
	Iteration 12Q: 3 clusters Score -2348176 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2348448.500000 Penalty: 4926.791016
	Iteration 13Q: 3 clusters Score -2348448 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2348792.250000 Penalty: 4926.791016
	Iteration 14Q: 3 clusters Score -2348792 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2349225.000000 Penalty: 4926.791016
	Iteration 15Q: 3 clusters Score -2349225 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2349450.000000 Penalty: 4926.791016
	Iteration 16Q: 3 clusters Score -2349450 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2349558.000000 Penalty: 4926.791016
	Iteration 17Q: 3 clusters Score -2349558 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2349617.250000 Penalty: 4926.791016
	Iteration 18Q: 3 clusters Score -2349617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2349644.000000 Penalty: 4926.791016
	Iteration 19Q: 3 clusters Score -2349644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2349667.000000 Penalty: 4926.791016
	Iteration 20F: 3 clusters Score -2349667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2349683.500000 Penalty: 4926.791016
	Iteration 21Q: 3 clusters Score -2349684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2349697.500000 Penalty: 4926.791016
	Iteration 22Q: 3 clusters Score -2349698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2349700.750000 Penalty: 4926.791016
	Iteration 23Q: 3 clusters Score -2349701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2349706.500000 Penalty: 4926.791016
	Iteration 24Q: 3 clusters Score -2349706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2349711.500000 Penalty: 4926.791016
	Iteration 25Q: 3 clusters Score -2349712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2349715.500000 Penalty: 4926.791016
	Iteration 26Q: 3 clusters Score -2349716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2349718.250000 Penalty: 4926.791016
	Iteration 27Q: 3 clusters Score -2349718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2349729.500000 Penalty: 4926.791016
	Iteration 28Q: 3 clusters Score -2349730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2349730.750000 Penalty: 4926.791016
	Iteration 29Q: 3 clusters Score -2349731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2349735.000000 Penalty: 4926.791016
	Iteration 30Q: 3 clusters Score -2349735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2349747.000000 Penalty: 4926.791016
	Iteration 31Q: 3 clusters Score -2349747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2349751.000000 Penalty: 4926.791016
	Iteration 32Q: 3 clusters Score -2349751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2349754.250000 Penalty: 4926.791016
	Iteration 33Q: 3 clusters Score -2349754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2349752.250000 Penalty: 4926.791016
	Iteration 34Q: 3 clusters Score -2349752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2349758.500000 Penalty: 4926.791016
	Iteration 35Q: 3 clusters Score -2349758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2349755.000000 Penalty: 4926.791016
	Iteration 36Q: 3 clusters Score -2349755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2349758.750000 Penalty: 4926.791016
	Iteration 37Q: 3 clusters Score -2349759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2349761.250000 Penalty: 4926.791016
	Iteration 38Q: 3 clusters Score -2349761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2349761.000000 Penalty: 4926.791016
	Iteration 39Q: 3 clusters Score -2349761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2349762.750000 Penalty: 4926.791016
	Iteration 40F: 3 clusters Score -2349763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2349764.000000 Penalty: 4926.791016
	Iteration 41Q: 3 clusters Score -2349764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2349764.000000 Penalty: 4926.791016
	Iteration 42Q: 3 clusters Score -2349764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2349772.000000 Penalty: 4926.791016
	Iteration 43Q: 3 clusters Score -2349772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2349773.250000 Penalty: 4926.791016
	Iteration 44Q: 3 clusters Score -2349773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2349777.500000 Penalty: 4926.791016
	Iteration 45Q: 3 clusters Score -2349778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2349771.750000 Penalty: 4926.791016
	Iteration 46Q: 3 clusters Score -2349772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2349774.750000 Penalty: 4926.791016
	Iteration 47Q: 3 clusters Score -2349775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2349772.750000 Penalty: 4926.791016
	Iteration 48Q: 3 clusters Score -2349773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2349772.250000 Penalty: 4926.791016
	Iteration 49Q: 3 clusters Score -2349772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2349774.250000 Penalty: 4926.791016
	Iteration 50Q: 3 clusters Score -2349774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2349779.000000 Penalty: 4926.791016
	Iteration 51Q: 3 clusters Score -2349779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2349778.250000 Penalty: 4926.791016
	Iteration 52Q: 3 clusters Score -2349778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2349779.750000 Penalty: 4926.791016
	Iteration 53Q: 3 clusters Score -2349780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2349782.250000 Penalty: 4926.791016
	Iteration 54Q: 3 clusters Score -2349782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2349783.000000 Penalty: 4926.791016
	Iteration 55Q: 3 clusters Score -2349783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2349783.000000 Penalty: 4926.791016
	Iteration 56F: 3 clusters Score -2349783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Entering Unmasked Estep 
Score: -1862355.125000 Penalty: 2406.667480
	Iteration 0F: 2 clusters Score -1862355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1850661.125000 Penalty: 4813.334961
	Iteration 0F: 3 clusters Score -1850661 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1854413.625000 Penalty: 4813.334961
	Iteration 1F: 3 clusters Score -1854414 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1854849.000000 Penalty: 4813.334961
	Iteration 2F: 3 clusters Score -1854849 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1855307.250000 Penalty: 4813.334961
	Iteration 3F: 3 clusters Score -1855307 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1855856.125000 Penalty: 4813.334961
	Iteration 4F: 3 clusters Score -1855856 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1856504.000000 Penalty: 4813.334961
	Iteration 5F: 3 clusters Score -1856504 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1857205.500000 Penalty: 4813.334961
	Iteration 6F: 3 clusters Score -1857206 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1857864.875000 Penalty: 4813.334961
	Iteration 7F: 3 clusters Score -1857865 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1858426.125000 Penalty: 4813.334961
	Iteration 8F: 3 clusters Score -1858426 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1858885.875000 Penalty: 4813.334961
	Iteration 9Q: 3 clusters Score -1858886 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1859298.750000 Penalty: 4813.334961
	Iteration 10Q: 3 clusters Score -1859299 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1859640.500000 Penalty: 4813.334961
	Iteration 11Q: 3 clusters Score -1859640 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1859944.500000 Penalty: 4813.334961
	Iteration 12Q: 3 clusters Score -1859944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1860220.875000 Penalty: 4813.334961
	Iteration 13Q: 3 clusters Score -1860221 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1860422.250000 Penalty: 4813.334961
	Iteration 14Q: 3 clusters Score -1860422 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1860580.000000 Penalty: 4813.334961
	Iteration 15Q: 3 clusters Score -1860580 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1860692.375000 Penalty: 4813.334961
	Iteration 16Q: 3 clusters Score -1860692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1860746.000000 Penalty: 4813.334961
	Iteration 17Q: 3 clusters Score -1860746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1860786.250000 Penalty: 4813.334961
	Iteration 18Q: 3 clusters Score -1860786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1860816.875000 Penalty: 4813.334961
	Iteration 19Q: 3 clusters Score -1860817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1860838.250000 Penalty: 4813.334961
	Iteration 20F: 3 clusters Score -1860838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1860849.000000 Penalty: 4813.334961
	Iteration 21Q: 3 clusters Score -1860849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1860874.250000 Penalty: 4813.334961
	Iteration 22Q: 3 clusters Score -1860874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1860889.125000 Penalty: 4813.334961
	Iteration 23Q: 3 clusters Score -1860889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1860902.250000 Penalty: 4813.334961
	Iteration 24Q: 3 clusters Score -1860902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1860907.375000 Penalty: 4813.334961
	Iteration 25Q: 3 clusters Score -1860907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1860915.250000 Penalty: 4813.334961
	Iteration 26Q: 3 clusters Score -1860915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1860924.750000 Penalty: 4813.334961
	Iteration 27Q: 3 clusters Score -1860925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1860929.500000 Penalty: 4813.334961
	Iteration 28Q: 3 clusters Score -1860930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1860937.000000 Penalty: 4813.334961
	Iteration 29Q: 3 clusters Score -1860937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1860943.500000 Penalty: 4813.334961
	Iteration 30Q: 3 clusters Score -1860944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1860949.750000 Penalty: 4813.334961
	Iteration 31Q: 3 clusters Score -1860950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1860948.375000 Penalty: 4813.334961
	Iteration 32Q: 3 clusters Score -1860948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1860951.375000 Penalty: 4813.334961
	Iteration 33Q: 3 clusters Score -1860951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1860953.750000 Penalty: 4813.334961
	Iteration 34Q: 3 clusters Score -1860954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1860954.625000 Penalty: 4813.334961
	Iteration 35Q: 3 clusters Score -1860955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1860957.875000 Penalty: 4813.334961
	Iteration 36Q: 3 clusters Score -1860958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1860963.125000 Penalty: 4813.334961
	Iteration 37Q: 3 clusters Score -1860963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1860958.625000 Penalty: 4813.334961
	Iteration 38Q: 3 clusters Score -1860959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1860959.625000 Penalty: 4813.334961
	Iteration 39Q: 3 clusters Score -1860960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1860959.625000 Penalty: 4813.334961
	Iteration 40F: 3 clusters Score -1860960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1860960.375000 Penalty: 4813.334961
	Iteration 41Q: 3 clusters Score -1860960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1860959.500000 Penalty: 4813.334961
	Iteration 42Q: 3 clusters Score -1860960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1860960.500000 Penalty: 4813.334961
	Iteration 43Q: 3 clusters Score -1860960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1860962.000000 Penalty: 4813.334961
	Iteration 44Q: 3 clusters Score -1860962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1860963.875000 Penalty: 4813.334961
	Iteration 45Q: 3 clusters Score -1860964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1860963.625000 Penalty: 4813.334961
	Iteration 46Q: 3 clusters Score -1860964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1860963.625000 Penalty: 4813.334961
	Iteration 47F: 3 clusters Score -1860964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -472142.062500 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -472142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -468076.875000 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -468076.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -469120.062500 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -469120.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -469440.781250 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -469440.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -469755.093750 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -469755.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -470000.406250 Penalty: 4158.183105
	Iteration 4F: 3 clusters Score -470000.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -470227.906250 Penalty: 4158.183105
	Iteration 5F: 3 clusters Score -470227.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -470386.687500 Penalty: 4158.183105
	Iteration 6Q: 3 clusters Score -470386.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -470462.312500 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -470462.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -470519.812500 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -470519.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -470561.718750 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -470561.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -470594.812500 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -470594.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -470613.468750 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -470613.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -470627.187500 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -470627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -470636.718750 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -470636.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -470645.656250 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -470645.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -470650.156250 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -470650.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -470653.343750 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -470653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -470655.968750 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -470656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -470660.812500 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -470660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -470664.218750 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -470664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -470665.000000 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -470665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -470665.500000 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -470665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -470665.906250 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -470665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -470666.437500 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -470666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -470668.718750 Penalty: 4158.183105
	Iteration 24Q: 3 clusters Score -470668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -470669.593750 Penalty: 4158.183105
	Iteration 25Q: 3 clusters Score -470669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -470669.375000 Penalty: 4158.183105
	Iteration 26Q: 3 clusters Score -470669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -470669.093750 Penalty: 4158.183105
	Iteration 27Q: 3 clusters Score -470669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -470669.812500 Penalty: 4158.183105
	Iteration 28Q: 3 clusters Score -470669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -470669.531250 Penalty: 4158.183105
	Iteration 29Q: 3 clusters Score -470669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -470669.531250 Penalty: 4158.183105
	Iteration 30F: 3 clusters Score -470669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Entering Unmasked Estep 
Score: -972478.625000 Penalty: 2252.518066
	Iteration 0F: 2 clusters Score -972478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -965496.437500 Penalty: 4505.036133
	Iteration 0F: 3 clusters Score -965496.4 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -967511.250000 Penalty: 4505.036133
	Iteration 1F: 3 clusters Score -967511.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -967961.625000 Penalty: 4505.036133
	Iteration 2F: 3 clusters Score -967961.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -968358.250000 Penalty: 4505.036133
	Iteration 3F: 3 clusters Score -968358.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -968727.000000 Penalty: 4505.036133
	Iteration 4F: 3 clusters Score -968727 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -969089.625000 Penalty: 4505.036133
	Iteration 5F: 3 clusters Score -969089.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -969401.687500 Penalty: 4505.036133
	Iteration 6F: 3 clusters Score -969401.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -969670.312500 Penalty: 4505.036133
	Iteration 7Q: 3 clusters Score -969670.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -969917.625000 Penalty: 4505.036133
	Iteration 8Q: 3 clusters Score -969917.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -970136.812500 Penalty: 4505.036133
	Iteration 9Q: 3 clusters Score -970136.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -970317.312500 Penalty: 4505.036133
	Iteration 10Q: 3 clusters Score -970317.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -970435.125000 Penalty: 4505.036133
	Iteration 11Q: 3 clusters Score -970435.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -970509.000000 Penalty: 4505.036133
	Iteration 12Q: 3 clusters Score -970509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -970556.187500 Penalty: 4505.036133
	Iteration 13Q: 3 clusters Score -970556.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -970590.375000 Penalty: 4505.036133
	Iteration 14Q: 3 clusters Score -970590.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -970615.312500 Penalty: 4505.036133
	Iteration 15Q: 3 clusters Score -970615.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -970633.062500 Penalty: 4505.036133
	Iteration 16Q: 3 clusters Score -970633.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -970656.375000 Penalty: 4505.036133
	Iteration 17Q: 3 clusters Score -970656.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -970665.000000 Penalty: 4505.036133
	Iteration 18Q: 3 clusters Score -970665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -970674.312500 Penalty: 4505.036133
	Iteration 19Q: 3 clusters Score -970674.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -970682.437500 Penalty: 4505.036133
	Iteration 20F: 3 clusters Score -970682.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -970686.937500 Penalty: 4505.036133
	Iteration 21Q: 3 clusters Score -970686.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -970690.250000 Penalty: 4505.036133
	Iteration 22Q: 3 clusters Score -970690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -970694.312500 Penalty: 4505.036133
	Iteration 23Q: 3 clusters Score -970694.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -970697.250000 Penalty: 4505.036133
	Iteration 24Q: 3 clusters Score -970697.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -970698.625000 Penalty: 4505.036133
	Iteration 25Q: 3 clusters Score -970698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -970698.625000 Penalty: 4505.036133
	Iteration 26Q: 3 clusters Score -970698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -970700.875000 Penalty: 4505.036133
	Iteration 27Q: 3 clusters Score -970700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -970703.562500 Penalty: 4505.036133
	Iteration 28Q: 3 clusters Score -970703.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -970703.187500 Penalty: 4505.036133
	Iteration 29Q: 3 clusters Score -970703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -970706.875000 Penalty: 4505.036133
	Iteration 30Q: 3 clusters Score -970706.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -970711.125000 Penalty: 4505.036133
	Iteration 31Q: 3 clusters Score -970711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -970713.875000 Penalty: 4505.036133
	Iteration 32Q: 3 clusters Score -970713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -970714.937500 Penalty: 4505.036133
	Iteration 33Q: 3 clusters Score -970714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -970716.687500 Penalty: 4505.036133
	Iteration 34Q: 3 clusters Score -970716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -970716.625000 Penalty: 4505.036133
	Iteration 35Q: 3 clusters Score -970716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -970719.625000 Penalty: 4505.036133
	Iteration 36Q: 3 clusters Score -970719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -970722.875000 Penalty: 4505.036133
	Iteration 37Q: 3 clusters Score -970722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -970719.750000 Penalty: 4505.036133
	Iteration 38Q: 3 clusters Score -970719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -970722.687500 Penalty: 4505.036133
	Iteration 39Q: 3 clusters Score -970722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -970722.625000 Penalty: 4505.036133
	Iteration 40F: 3 clusters Score -970722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -970724.125000 Penalty: 4505.036133
	Iteration 41Q: 3 clusters Score -970724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -970724.625000 Penalty: 4505.036133
	Iteration 42Q: 3 clusters Score -970724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -970724.250000 Penalty: 4505.036133
	Iteration 43Q: 3 clusters Score -970724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -970725.125000 Penalty: 4505.036133
	Iteration 44Q: 3 clusters Score -970725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -970725.687500 Penalty: 4505.036133
	Iteration 45Q: 3 clusters Score -970725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -970727.812500 Penalty: 4505.036133
	Iteration 46Q: 3 clusters Score -970727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -970727.250000 Penalty: 4505.036133
	Iteration 47Q: 3 clusters Score -970727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -970727.562500 Penalty: 4505.036133
	Iteration 48Q: 3 clusters Score -970727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -970728.187500 Penalty: 4505.036133
	Iteration 49Q: 3 clusters Score -970728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -970730.000000 Penalty: 4505.036133
	Iteration 50Q: 3 clusters Score -970730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -970731.875000 Penalty: 4505.036133
	Iteration 51Q: 3 clusters Score -970731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -970731.375000 Penalty: 4505.036133
	Iteration 52Q: 3 clusters Score -970731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -970729.062500 Penalty: 4505.036133
	Iteration 53Q: 3 clusters Score -970729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -970729.625000 Penalty: 4505.036133
	Iteration 54Q: 3 clusters Score -970729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -970731.687500 Penalty: 4505.036133
	Iteration 55Q: 3 clusters Score -970731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -970730.750000 Penalty: 4505.036133
	Iteration 56Q: 3 clusters Score -970730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -970730.312500 Penalty: 4505.036133
	Iteration 57Q: 3 clusters Score -970730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -970730.312500 Penalty: 4505.036133
	Iteration 58F: 3 clusters Score -970730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -705865.750000 Penalty: 2194.892822
	Iteration 0F: 2 clusters Score -705865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -700153.437500 Penalty: 4389.785645
	Iteration 0F: 3 clusters Score -700153.4 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -701845.875000 Penalty: 4389.785645
	Iteration 1F: 3 clusters Score -701845.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -702279.437500 Penalty: 4389.785645
	Iteration 2F: 3 clusters Score -702279.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -702610.562500 Penalty: 4389.785645
	Iteration 3F: 3 clusters Score -702610.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -702853.687500 Penalty: 4389.785645
	Iteration 4F: 3 clusters Score -702853.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -703076.687500 Penalty: 4389.785645
	Iteration 5Q: 3 clusters Score -703076.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -703277.625000 Penalty: 4389.785645
	Iteration 6Q: 3 clusters Score -703277.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -703433.375000 Penalty: 4389.785645
	Iteration 7Q: 3 clusters Score -703433.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -703574.750000 Penalty: 4389.785645
	Iteration 8Q: 3 clusters Score -703574.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -703697.250000 Penalty: 4389.785645
	Iteration 9Q: 3 clusters Score -703697.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -703800.250000 Penalty: 4389.785645
	Iteration 10Q: 3 clusters Score -703800.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -703879.375000 Penalty: 4389.785645
	Iteration 11Q: 3 clusters Score -703879.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -703946.500000 Penalty: 4389.785645
	Iteration 12Q: 3 clusters Score -703946.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -704029.250000 Penalty: 4389.785645
	Iteration 13Q: 3 clusters Score -704029.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -704107.875000 Penalty: 4389.785645
	Iteration 14Q: 3 clusters Score -704107.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -704184.812500 Penalty: 4389.785645
	Iteration 15Q: 3 clusters Score -704184.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -704255.562500 Penalty: 4389.785645
	Iteration 16Q: 3 clusters Score -704255.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -704338.875000 Penalty: 4389.785645
	Iteration 17Q: 3 clusters Score -704338.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -704439.375000 Penalty: 4389.785645
	Iteration 18Q: 3 clusters Score -704439.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -704524.812500 Penalty: 4389.785645
	Iteration 19Q: 3 clusters Score -704524.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -704616.812500 Penalty: 4389.785645
	Iteration 20F: 3 clusters Score -704616.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -704669.875000 Penalty: 4389.785645
	Iteration 21Q: 3 clusters Score -704669.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -704713.500000 Penalty: 4389.785645
	Iteration 22Q: 3 clusters Score -704713.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -704756.875000 Penalty: 4389.785645
	Iteration 23Q: 3 clusters Score -704756.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -704783.187500 Penalty: 4389.785645
	Iteration 24Q: 3 clusters Score -704783.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -704798.562500 Penalty: 4389.785645
	Iteration 25Q: 3 clusters Score -704798.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -704807.625000 Penalty: 4389.785645
	Iteration 26Q: 3 clusters Score -704807.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -704814.187500 Penalty: 4389.785645
	Iteration 27Q: 3 clusters Score -704814.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -704827.187500 Penalty: 4389.785645
	Iteration 28Q: 3 clusters Score -704827.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -704839.812500 Penalty: 4389.785645
	Iteration 29Q: 3 clusters Score -704839.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -704851.187500 Penalty: 4389.785645
	Iteration 30Q: 3 clusters Score -704851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -704856.875000 Penalty: 4389.785645
	Iteration 31Q: 3 clusters Score -704856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -704860.500000 Penalty: 4389.785645
	Iteration 32Q: 3 clusters Score -704860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -704861.437500 Penalty: 4389.785645
	Iteration 33Q: 3 clusters Score -704861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -704863.375000 Penalty: 4389.785645
	Iteration 34Q: 3 clusters Score -704863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -704864.312500 Penalty: 4389.785645
	Iteration 35Q: 3 clusters Score -704864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -704867.062500 Penalty: 4389.785645
	Iteration 36Q: 3 clusters Score -704867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -704864.687500 Penalty: 4389.785645
	Iteration 37Q: 3 clusters Score -704864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -704865.437500 Penalty: 4389.785645
	Iteration 38Q: 3 clusters Score -704865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -704865.437500 Penalty: 4389.785645
	Iteration 39Q: 3 clusters Score -704865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -704866.000000 Penalty: 4389.785645
	Iteration 40F: 3 clusters Score -704866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -704868.187500 Penalty: 4389.785645
	Iteration 41Q: 3 clusters Score -704868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -704867.500000 Penalty: 4389.785645
	Iteration 42Q: 3 clusters Score -704867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -704866.875000 Penalty: 4389.785645
	Iteration 43Q: 3 clusters Score -704866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -704867.375000 Penalty: 4389.785645
	Iteration 44Q: 3 clusters Score -704867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -704867.375000 Penalty: 4389.785645
	Iteration 45F: 3 clusters Score -704867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Entering Unmasked Estep 
Score: -3821640.000000 Penalty: 2583.148682
	Iteration 0F: 2 clusters Score -3821640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3798920.000000 Penalty: 5166.297363
	Iteration 0F: 3 clusters Score -3798920 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3807925.000000 Penalty: 5166.297363
	Iteration 1F: 3 clusters Score -3807925 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3809459.500000 Penalty: 5166.297363
	Iteration 2F: 3 clusters Score -3809460 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3811168.000000 Penalty: 5166.297363
	Iteration 3F: 3 clusters Score -3811168 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3812956.750000 Penalty: 5166.297363
	Iteration 4F: 3 clusters Score -3812957 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3814886.750000 Penalty: 5166.297363
	Iteration 5F: 3 clusters Score -3814887 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -3816707.000000 Penalty: 5166.297363
	Iteration 6F: 3 clusters Score -3816707 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3818174.000000 Penalty: 5166.297363
	Iteration 7F: 3 clusters Score -3818174 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3819397.500000 Penalty: 5166.297363
	Iteration 8Q: 3 clusters Score -3819398 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3820291.750000 Penalty: 5166.297363
	Iteration 9Q: 3 clusters Score -3820292 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3820793.250000 Penalty: 5166.297363
	Iteration 10Q: 3 clusters Score -3820793 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3821035.250000 Penalty: 5166.297363
	Iteration 11Q: 3 clusters Score -3821035 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3821181.500000 Penalty: 5166.297363
	Iteration 12Q: 3 clusters Score -3821182 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3821273.500000 Penalty: 5166.297363
	Iteration 13Q: 3 clusters Score -3821274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3821349.500000 Penalty: 5166.297363
	Iteration 14Q: 3 clusters Score -3821350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3821377.250000 Penalty: 5166.297363
	Iteration 15Q: 3 clusters Score -3821377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3821405.250000 Penalty: 5166.297363
	Iteration 16Q: 3 clusters Score -3821405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3821412.000000 Penalty: 5166.297363
	Iteration 17Q: 3 clusters Score -3821412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3821420.250000 Penalty: 5166.297363
	Iteration 18Q: 3 clusters Score -3821420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3821423.250000 Penalty: 5166.297363
	Iteration 19Q: 3 clusters Score -3821423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3821427.500000 Penalty: 5166.297363
	Iteration 20F: 3 clusters Score -3821428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3821429.500000 Penalty: 5166.297363
	Iteration 21Q: 3 clusters Score -3821430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3821426.750000 Penalty: 5166.297363
	Iteration 22Q: 3 clusters Score -3821427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3821429.750000 Penalty: 5166.297363
	Iteration 23Q: 3 clusters Score -3821430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3821433.750000 Penalty: 5166.297363
	Iteration 24Q: 3 clusters Score -3821434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3821439.500000 Penalty: 5166.297363
	Iteration 25Q: 3 clusters Score -3821440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3821438.000000 Penalty: 5166.297363
	Iteration 26Q: 3 clusters Score -3821438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3821436.500000 Penalty: 5166.297363
	Iteration 27Q: 3 clusters Score -3821436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3821437.750000 Penalty: 5166.297363
	Iteration 28Q: 3 clusters Score -3821438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3821437.500000 Penalty: 5166.297363
	Iteration 29Q: 3 clusters Score -3821438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3821439.750000 Penalty: 5166.297363
	Iteration 30Q: 3 clusters Score -3821440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3821439.250000 Penalty: 5166.297363
	Iteration 31Q: 3 clusters Score -3821439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3821439.750000 Penalty: 5166.297363
	Iteration 32Q: 3 clusters Score -3821440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3821441.000000 Penalty: 5166.297363
	Iteration 33Q: 3 clusters Score -3821441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3821438.250000 Penalty: 5166.297363
	Iteration 34Q: 3 clusters Score -3821438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3821438.250000 Penalty: 5166.297363
	Iteration 35F: 3 clusters Score -3821438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -98107.867188 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -98107.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96219.976562 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -96219.98 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96596.515625 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -96596.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96732.593750 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -96732.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96845.679688 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -96845.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96955.625000 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -96955.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97110.218750 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -97110.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97261.531250 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -97261.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97327.085938 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -97327.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97368.023438 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -97368.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97396.789062 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -97396.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97414.710938 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -97414.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97429.687500 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -97429.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97445.968750 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -97445.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97456.515625 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -97456.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97459.320312 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -97459.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97459.320312 Penalty: 3383.809814
	Iteration 15F: 3 clusters Score -97459.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -377153.281250 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -377153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -373430.187500 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -373430.2 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -374292.406250 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -374292.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -374554.218750 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -374554.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -374759.218750 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -374759.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -374917.343750 Penalty: 4079.184814
	Iteration 4F: 3 clusters Score -374917.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -375042.312500 Penalty: 4079.184814
	Iteration 5Q: 3 clusters Score -375042.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -375150.031250 Penalty: 4079.184814
	Iteration 6Q: 3 clusters Score -375150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -375230.406250 Penalty: 4079.184814
	Iteration 7Q: 3 clusters Score -375230.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375295.031250 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -375295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -375339.781250 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -375339.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375378.375000 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -375378.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -375421.281250 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -375421.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -375449.531250 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -375449.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -375470.500000 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -375470.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -375489.187500 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -375489.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -375500.000000 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -375500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -375511.125000 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -375511.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -375526.000000 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -375526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -375545.593750 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -375545.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -375564.062500 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -375564.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -375577.968750 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -375578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -375591.937500 Penalty: 4079.184814
	Iteration 21Q: 3 clusters Score -375591.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -375605.281250 Penalty: 4079.184814
	Iteration 22Q: 3 clusters Score -375605.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375618.562500 Penalty: 4079.184814
	Iteration 23Q: 3 clusters Score -375618.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -375633.718750 Penalty: 4079.184814
	Iteration 24Q: 3 clusters Score -375633.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -375651.937500 Penalty: 4079.184814
	Iteration 25Q: 3 clusters Score -375651.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -375669.875000 Penalty: 4079.184814
	Iteration 26Q: 3 clusters Score -375669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -375694.843750 Penalty: 4079.184814
	Iteration 27Q: 3 clusters Score -375694.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -375718.906250 Penalty: 4079.184814
	Iteration 28Q: 3 clusters Score -375718.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -375734.812500 Penalty: 4079.184814
	Iteration 29Q: 3 clusters Score -375734.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -375748.218750 Penalty: 4079.184814
	Iteration 30Q: 3 clusters Score -375748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -375763.968750 Penalty: 4079.184814
	Iteration 31Q: 3 clusters Score -375764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -375786.468750 Penalty: 4079.184814
	Iteration 32Q: 3 clusters Score -375786.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -375806.531250 Penalty: 4079.184814
	Iteration 33Q: 3 clusters Score -375806.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -375824.156250 Penalty: 4079.184814
	Iteration 34Q: 3 clusters Score -375824.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -375847.812500 Penalty: 4079.184814
	Iteration 35Q: 3 clusters Score -375847.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -375872.656250 Penalty: 4079.184814
	Iteration 36Q: 3 clusters Score -375872.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -375893.437500 Penalty: 4079.184814
	Iteration 37Q: 3 clusters Score -375893.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -375927.625000 Penalty: 4079.184814
	Iteration 38Q: 3 clusters Score -375927.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -375949.531250 Penalty: 4079.184814
	Iteration 39Q: 3 clusters Score -375949.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -375968.656250 Penalty: 4079.184814
	Iteration 40F: 3 clusters Score -375968.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -375987.593750 Penalty: 4079.184814
	Iteration 41Q: 3 clusters Score -375987.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -376001.343750 Penalty: 4079.184814
	Iteration 42Q: 3 clusters Score -376001.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -376007.406250 Penalty: 4079.184814
	Iteration 43Q: 3 clusters Score -376007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -376009.875000 Penalty: 4079.184814
	Iteration 44Q: 3 clusters Score -376009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376013.281250 Penalty: 4079.184814
	Iteration 45Q: 3 clusters Score -376013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -376016.562500 Penalty: 4079.184814
	Iteration 46Q: 3 clusters Score -376016.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -376023.062500 Penalty: 4079.184814
	Iteration 47Q: 3 clusters Score -376023.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -376026.812500 Penalty: 4079.184814
	Iteration 48Q: 3 clusters Score -376026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -376031.531250 Penalty: 4079.184814
	Iteration 49Q: 3 clusters Score -376031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -376033.031250 Penalty: 4079.184814
	Iteration 50Q: 3 clusters Score -376033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -376034.031250 Penalty: 4079.184814
	Iteration 51Q: 3 clusters Score -376034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -376033.843750 Penalty: 4079.184814
	Iteration 52Q: 3 clusters Score -376033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -376033.843750 Penalty: 4079.184814
	Iteration 53F: 3 clusters Score -376033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (47617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Entering Unmasked Estep 
Score: -5482232.000000 Penalty: 2671.194580
	Iteration 0F: 2 clusters Score -5482232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -5449939.000000 Penalty: 5342.389160
	Iteration 0F: 3 clusters Score -5449939 nChanged 21911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5462204.000000 Penalty: 5342.389160
	Iteration 1F: 3 clusters Score -5462204 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5462997.000000 Penalty: 5342.389160
	Iteration 2Q: 3 clusters Score -5462997 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5463995.500000 Penalty: 5342.389160
	Iteration 3Q: 3 clusters Score -5463996 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -5465580.500000 Penalty: 5342.389160
	Iteration 4F: 3 clusters Score -5465580 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -5468200.500000 Penalty: 5342.389160
	Iteration 5F: 3 clusters Score -5468200 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5471636.000000 Penalty: 5342.389160
	Iteration 6F: 3 clusters Score -5471636 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -5475180.500000 Penalty: 5342.389160
	Iteration 7F: 3 clusters Score -5475180 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5477894.000000 Penalty: 5342.389160
	Iteration 8F: 3 clusters Score -5477894 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -5479049.000000 Penalty: 5342.389160
	Iteration 9Q: 3 clusters Score -5479049 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -5479510.500000 Penalty: 5342.389160
	Iteration 10Q: 3 clusters Score -5479510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5479675.500000 Penalty: 5342.389160
	Iteration 11Q: 3 clusters Score -5479676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5479758.500000 Penalty: 5342.389160
	Iteration 12Q: 3 clusters Score -5479758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5479788.000000 Penalty: 5342.389160
	Iteration 13Q: 3 clusters Score -5479788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -5479812.000000 Penalty: 5342.389160
	Iteration 14Q: 3 clusters Score -5479812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5479820.000000 Penalty: 5342.389160
	Iteration 15Q: 3 clusters Score -5479820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5479823.000000 Penalty: 5342.389160
	Iteration 16Q: 3 clusters Score -5479823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -5479829.500000 Penalty: 5342.389160
	Iteration 17Q: 3 clusters Score -5479830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5479826.000000 Penalty: 5342.389160
	Iteration 18Q: 3 clusters Score -5479826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5479838.000000 Penalty: 5342.389160
	Iteration 19Q: 3 clusters Score -5479838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5479846.000000 Penalty: 5342.389160
	Iteration 20F: 3 clusters Score -5479846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -5479852.000000 Penalty: 5342.389160
	Iteration 21Q: 3 clusters Score -5479852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -5479851.000000 Penalty: 5342.389160
	Iteration 22Q: 3 clusters Score -5479851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -5479854.000000 Penalty: 5342.389160
	Iteration 23Q: 3 clusters Score -5479854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5479855.500000 Penalty: 5342.389160
	Iteration 24Q: 3 clusters Score -5479856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5479855.000000 Penalty: 5342.389160
	Iteration 25Q: 3 clusters Score -5479855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5479855.000000 Penalty: 5342.389160
	Iteration 26F: 3 clusters Score -5479855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -338769.593750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -338769.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -335051.656250 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -335051.7 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -336014.156250 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -336014.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -336363.906250 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -336363.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -336592.531250 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -336592.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -336765.062500 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -336765.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -336914.625000 Penalty: 4075.983398
	Iteration 5Q: 3 clusters Score -336914.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -337045.125000 Penalty: 4075.983398
	Iteration 6Q: 3 clusters Score -337045.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -337150.468750 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -337150.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -337200.468750 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -337200.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -337236.812500 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -337236.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -337269.406250 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -337269.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337292.625000 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -337292.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -337327.406250 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -337327.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -337363.656250 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -337363.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337420.437500 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -337420.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -337478.531250 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -337478.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -337539.187500 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -337539.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -337621.500000 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -337621.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -337710.406250 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -337710.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -337788.687500 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -337788.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -337855.218750 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -337855.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -337914.968750 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -337915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -337963.968750 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -337964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -338008.468750 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -338008.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -338033.875000 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -338033.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -338046.468750 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -338046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -338057.937500 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -338057.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -338064.906250 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -338064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -338071.531250 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -338071.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -338075.968750 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -338076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -338083.093750 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -338083.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -338089.812500 Penalty: 4075.983398
	Iteration 31Q: 3 clusters Score -338089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -338095.562500 Penalty: 4075.983398
	Iteration 32Q: 3 clusters Score -338095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -338099.156250 Penalty: 4075.983398
	Iteration 33Q: 3 clusters Score -338099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338099.343750 Penalty: 4075.983398
	Iteration 34Q: 3 clusters Score -338099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -338100.031250 Penalty: 4075.983398
	Iteration 35Q: 3 clusters Score -338100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -338101.062500 Penalty: 4075.983398
	Iteration 36Q: 3 clusters Score -338101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -338101.687500 Penalty: 4075.983398
	Iteration 37Q: 3 clusters Score -338101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -338102.718750 Penalty: 4075.983398
	Iteration 38Q: 3 clusters Score -338102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -338103.093750 Penalty: 4075.983398
	Iteration 39Q: 3 clusters Score -338103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -338103.093750 Penalty: 4075.983398
	Iteration 40F: 3 clusters Score -338103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (11933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Entering Unmasked Estep 
Score: -1327176.375000 Penalty: 2327.991699
	Iteration 0F: 2 clusters Score -1327176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1318360.250000 Penalty: 4655.983398
	Iteration 0F: 3 clusters Score -1318360 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1321121.500000 Penalty: 4655.983398
	Iteration 1F: 3 clusters Score -1321122 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1321452.875000 Penalty: 4655.983398
	Iteration 2F: 3 clusters Score -1321453 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1321715.750000 Penalty: 4655.983398
	Iteration 3Q: 3 clusters Score -1321716 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1321947.750000 Penalty: 4655.983398
	Iteration 4Q: 3 clusters Score -1321948 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1322159.625000 Penalty: 4655.983398
	Iteration 5Q: 3 clusters Score -1322160 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1322390.500000 Penalty: 4655.983398
	Iteration 6Q: 3 clusters Score -1322390 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1322641.625000 Penalty: 4655.983398
	Iteration 7Q: 3 clusters Score -1322642 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1322938.625000 Penalty: 4655.983398
	Iteration 8Q: 3 clusters Score -1322939 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1323272.000000 Penalty: 4655.983398
	Iteration 9Q: 3 clusters Score -1323272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1323574.125000 Penalty: 4655.983398
	Iteration 10Q: 3 clusters Score -1323574 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1323848.750000 Penalty: 4655.983398
	Iteration 11Q: 3 clusters Score -1323849 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1324108.875000 Penalty: 4655.983398
	Iteration 12Q: 3 clusters Score -1324109 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1324324.125000 Penalty: 4655.983398
	Iteration 13Q: 3 clusters Score -1324324 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1324505.375000 Penalty: 4655.983398
	Iteration 14Q: 3 clusters Score -1324505 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1324675.625000 Penalty: 4655.983398
	Iteration 15Q: 3 clusters Score -1324676 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1324813.125000 Penalty: 4655.983398
	Iteration 16Q: 3 clusters Score -1324813 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1324909.250000 Penalty: 4655.983398
	Iteration 17Q: 3 clusters Score -1324909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1324980.875000 Penalty: 4655.983398
	Iteration 18Q: 3 clusters Score -1324981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1325044.000000 Penalty: 4655.983398
	Iteration 19Q: 3 clusters Score -1325044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1325100.250000 Penalty: 4655.983398
	Iteration 20F: 3 clusters Score -1325100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1325135.000000 Penalty: 4655.983398
	Iteration 21Q: 3 clusters Score -1325135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1325162.500000 Penalty: 4655.983398
	Iteration 22Q: 3 clusters Score -1325162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1325177.375000 Penalty: 4655.983398
	Iteration 23Q: 3 clusters Score -1325177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1325195.875000 Penalty: 4655.983398
	Iteration 24Q: 3 clusters Score -1325196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1325212.875000 Penalty: 4655.983398
	Iteration 25Q: 3 clusters Score -1325213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1325228.250000 Penalty: 4655.983398
	Iteration 26Q: 3 clusters Score -1325228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1325236.875000 Penalty: 4655.983398
	Iteration 27Q: 3 clusters Score -1325237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1325240.125000 Penalty: 4655.983398
	Iteration 28Q: 3 clusters Score -1325240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1325242.625000 Penalty: 4655.983398
	Iteration 29Q: 3 clusters Score -1325243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1325245.250000 Penalty: 4655.983398
	Iteration 30Q: 3 clusters Score -1325245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1325246.875000 Penalty: 4655.983398
	Iteration 31Q: 3 clusters Score -1325247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1325251.750000 Penalty: 4655.983398
	Iteration 32Q: 3 clusters Score -1325252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1325255.125000 Penalty: 4655.983398
	Iteration 33Q: 3 clusters Score -1325255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1325258.250000 Penalty: 4655.983398
	Iteration 34Q: 3 clusters Score -1325258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1325258.625000 Penalty: 4655.983398
	Iteration 35Q: 3 clusters Score -1325259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1325260.875000 Penalty: 4655.983398
	Iteration 36Q: 3 clusters Score -1325261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1325261.000000 Penalty: 4655.983398
	Iteration 37Q: 3 clusters Score -1325261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1325261.000000 Penalty: 4655.983398
	Iteration 38F: 3 clusters Score -1325261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Entering Unmasked Estep 
Score: -1303308.625000 Penalty: 2341.657227
	Iteration 0F: 2 clusters Score -1303309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1293951.250000 Penalty: 4683.314453
	Iteration 0F: 3 clusters Score -1293951 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1297308.875000 Penalty: 4683.314453
	Iteration 1F: 3 clusters Score -1297309 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1298126.375000 Penalty: 4683.314453
	Iteration 2F: 3 clusters Score -1298126 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1298797.000000 Penalty: 4683.314453
	Iteration 3F: 3 clusters Score -1298797 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1299298.000000 Penalty: 4683.314453
	Iteration 4F: 3 clusters Score -1299298 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1299685.000000 Penalty: 4683.314453
	Iteration 5F: 3 clusters Score -1299685 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1299978.625000 Penalty: 4683.314453
	Iteration 6Q: 3 clusters Score -1299979 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1300183.000000 Penalty: 4683.314453
	Iteration 7Q: 3 clusters Score -1300183 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1300356.625000 Penalty: 4683.314453
	Iteration 8Q: 3 clusters Score -1300357 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1300492.625000 Penalty: 4683.314453
	Iteration 9Q: 3 clusters Score -1300493 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1300605.875000 Penalty: 4683.314453
	Iteration 10Q: 3 clusters Score -1300606 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1300694.375000 Penalty: 4683.314453
	Iteration 11Q: 3 clusters Score -1300694 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1300766.125000 Penalty: 4683.314453
	Iteration 12Q: 3 clusters Score -1300766 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1300823.250000 Penalty: 4683.314453
	Iteration 13Q: 3 clusters Score -1300823 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1300871.625000 Penalty: 4683.314453
	Iteration 14Q: 3 clusters Score -1300872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1300923.500000 Penalty: 4683.314453
	Iteration 15Q: 3 clusters Score -1300924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1300967.375000 Penalty: 4683.314453
	Iteration 16Q: 3 clusters Score -1300967 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1300996.625000 Penalty: 4683.314453
	Iteration 17Q: 3 clusters Score -1300997 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1301030.000000 Penalty: 4683.314453
	Iteration 18Q: 3 clusters Score -1301030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1301055.875000 Penalty: 4683.314453
	Iteration 19Q: 3 clusters Score -1301056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1301081.250000 Penalty: 4683.314453
	Iteration 20F: 3 clusters Score -1301081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1301104.500000 Penalty: 4683.314453
	Iteration 21Q: 3 clusters Score -1301104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1301111.875000 Penalty: 4683.314453
	Iteration 22Q: 3 clusters Score -1301112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1301132.625000 Penalty: 4683.314453
	Iteration 23Q: 3 clusters Score -1301133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1301147.000000 Penalty: 4683.314453
	Iteration 24Q: 3 clusters Score -1301147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1301162.750000 Penalty: 4683.314453
	Iteration 25Q: 3 clusters Score -1301163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1301184.875000 Penalty: 4683.314453
	Iteration 26Q: 3 clusters Score -1301185 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1301197.500000 Penalty: 4683.314453
	Iteration 27Q: 3 clusters Score -1301198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1301227.125000 Penalty: 4683.314453
	Iteration 28Q: 3 clusters Score -1301227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1301240.625000 Penalty: 4683.314453
	Iteration 29Q: 3 clusters Score -1301241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1301259.500000 Penalty: 4683.314453
	Iteration 30Q: 3 clusters Score -1301260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1301281.625000 Penalty: 4683.314453
	Iteration 31Q: 3 clusters Score -1301282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1301300.625000 Penalty: 4683.314453
	Iteration 32Q: 3 clusters Score -1301301 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1301322.000000 Penalty: 4683.314453
	Iteration 33Q: 3 clusters Score -1301322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1301340.875000 Penalty: 4683.314453
	Iteration 34Q: 3 clusters Score -1301341 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1301366.125000 Penalty: 4683.314453
	Iteration 35Q: 3 clusters Score -1301366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1301386.125000 Penalty: 4683.314453
	Iteration 36Q: 3 clusters Score -1301386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1301410.000000 Penalty: 4683.314453
	Iteration 37Q: 3 clusters Score -1301410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1301429.000000 Penalty: 4683.314453
	Iteration 38Q: 3 clusters Score -1301429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1301444.000000 Penalty: 4683.314453
	Iteration 39Q: 3 clusters Score -1301444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1301460.875000 Penalty: 4683.314453
	Iteration 40F: 3 clusters Score -1301461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1301484.375000 Penalty: 4683.314453
	Iteration 41Q: 3 clusters Score -1301484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1301504.000000 Penalty: 4683.314453
	Iteration 42Q: 3 clusters Score -1301504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1301527.625000 Penalty: 4683.314453
	Iteration 43Q: 3 clusters Score -1301528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1301555.375000 Penalty: 4683.314453
	Iteration 44Q: 3 clusters Score -1301555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1301593.500000 Penalty: 4683.314453
	Iteration 45Q: 3 clusters Score -1301594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1301633.375000 Penalty: 4683.314453
	Iteration 46Q: 3 clusters Score -1301633 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1301674.125000 Penalty: 4683.314453
	Iteration 47Q: 3 clusters Score -1301674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1301731.000000 Penalty: 4683.314453
	Iteration 48Q: 3 clusters Score -1301731 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1301785.750000 Penalty: 4683.314453
	Iteration 49Q: 3 clusters Score -1301786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1301854.250000 Penalty: 4683.314453
	Iteration 50Q: 3 clusters Score -1301854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1301943.500000 Penalty: 4683.314453
	Iteration 51Q: 3 clusters Score -1301944 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1302037.500000 Penalty: 4683.314453
	Iteration 52Q: 3 clusters Score -1302038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1302133.000000 Penalty: 4683.314453
	Iteration 53Q: 3 clusters Score -1302133 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1302220.500000 Penalty: 4683.314453
	Iteration 54Q: 3 clusters Score -1302220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1302295.625000 Penalty: 4683.314453
	Iteration 55Q: 3 clusters Score -1302296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1302376.625000 Penalty: 4683.314453
	Iteration 56Q: 3 clusters Score -1302377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1302466.750000 Penalty: 4683.314453
	Iteration 57Q: 3 clusters Score -1302467 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1302529.125000 Penalty: 4683.314453
	Iteration 58Q: 3 clusters Score -1302529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1302574.875000 Penalty: 4683.314453
	Iteration 59Q: 3 clusters Score -1302575 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1302606.625000 Penalty: 4683.314453
	Iteration 60F: 3 clusters Score -1302607 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1302633.250000 Penalty: 4683.314453
	Iteration 61Q: 3 clusters Score -1302633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1302650.125000 Penalty: 4683.314453
	Iteration 62Q: 3 clusters Score -1302650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1302659.375000 Penalty: 4683.314453
	Iteration 63Q: 3 clusters Score -1302659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1302671.250000 Penalty: 4683.314453
	Iteration 64Q: 3 clusters Score -1302671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1302677.375000 Penalty: 4683.314453
	Iteration 65Q: 3 clusters Score -1302677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1302684.000000 Penalty: 4683.314453
	Iteration 66Q: 3 clusters Score -1302684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1302696.000000 Penalty: 4683.314453
	Iteration 67Q: 3 clusters Score -1302696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1302697.125000 Penalty: 4683.314453
	Iteration 68Q: 3 clusters Score -1302697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1302696.875000 Penalty: 4683.314453
	Iteration 69Q: 3 clusters Score -1302697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1302698.750000 Penalty: 4683.314453
	Iteration 70Q: 3 clusters Score -1302699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1302697.500000 Penalty: 4683.314453
	Iteration 71Q: 3 clusters Score -1302698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1302699.500000 Penalty: 4683.314453
	Iteration 72Q: 3 clusters Score -1302700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1302698.625000 Penalty: 4683.314453
	Iteration 73Q: 3 clusters Score -1302699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1302698.625000 Penalty: 4683.314453
	Iteration 74Q: 3 clusters Score -1302699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1302698.875000 Penalty: 4683.314453
	Iteration 75Q: 3 clusters Score -1302699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1302698.875000 Penalty: 4683.314453
	Iteration 76F: 3 clusters Score -1302699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -314566.250000 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -314566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -311135.437500 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -311135.4 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -312138.406250 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -312138.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -312588.312500 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -312588.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -312926.968750 Penalty: 4036.728271
	Iteration 3F: 3 clusters Score -312927 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -313143.187500 Penalty: 4036.728271
	Iteration 4F: 3 clusters Score -313143.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -313284.437500 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -313284.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -313407.468750 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -313407.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -313507.562500 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -313507.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -313562.531250 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -313562.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -313598.625000 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -313598.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -313629.125000 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -313629.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -313648.187500 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -313648.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -313675.062500 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -313675.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313700.718750 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -313700.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -313726.843750 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -313726.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -313743.187500 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -313743.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -313757.687500 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -313757.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -313766.562500 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -313766.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -313771.281250 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -313771.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313775.781250 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -313775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313777.687500 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -313777.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -313781.906250 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -313781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313787.281250 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -313787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -313790.343750 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -313790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313791.406250 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -313791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313793.375000 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -313793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313793.937500 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -313793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313795.437500 Penalty: 4036.728271
	Iteration 27Q: 3 clusters Score -313795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313797.281250 Penalty: 4036.728271
	Iteration 28Q: 3 clusters Score -313797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -313800.750000 Penalty: 4036.728271
	Iteration 29Q: 3 clusters Score -313800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -313803.093750 Penalty: 4036.728271
	Iteration 30Q: 3 clusters Score -313803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -313805.000000 Penalty: 4036.728271
	Iteration 31Q: 3 clusters Score -313805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -313805.468750 Penalty: 4036.728271
	Iteration 32Q: 3 clusters Score -313805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313806.906250 Penalty: 4036.728271
	Iteration 33Q: 3 clusters Score -313806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -313807.625000 Penalty: 4036.728271
	Iteration 34Q: 3 clusters Score -313807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -313809.875000 Penalty: 4036.728271
	Iteration 35Q: 3 clusters Score -313809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -313809.875000 Penalty: 4036.728271
	Iteration 36F: 3 clusters Score -313809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Entering Unmasked Estep 
Score: -928417.187500 Penalty: 2246.904541
	Iteration 0F: 2 clusters Score -928417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -921643.625000 Penalty: 4493.809082
	Iteration 0F: 3 clusters Score -921643.6 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -923518.750000 Penalty: 4493.809082
	Iteration 1F: 3 clusters Score -923518.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -923889.187500 Penalty: 4493.809082
	Iteration 2F: 3 clusters Score -923889.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -924307.375000 Penalty: 4493.809082
	Iteration 3F: 3 clusters Score -924307.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -924723.250000 Penalty: 4493.809082
	Iteration 4F: 3 clusters Score -924723.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -925147.062500 Penalty: 4493.809082
	Iteration 5F: 3 clusters Score -925147.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -925611.875000 Penalty: 4493.809082
	Iteration 6F: 3 clusters Score -925611.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -926058.312500 Penalty: 4493.809082
	Iteration 7F: 3 clusters Score -926058.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -926357.375000 Penalty: 4493.809082
	Iteration 8F: 3 clusters Score -926357.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -926549.437500 Penalty: 4493.809082
	Iteration 9Q: 3 clusters Score -926549.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -926676.937500 Penalty: 4493.809082
	Iteration 10Q: 3 clusters Score -926676.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -926754.062500 Penalty: 4493.809082
	Iteration 11Q: 3 clusters Score -926754.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -926798.000000 Penalty: 4493.809082
	Iteration 12Q: 3 clusters Score -926798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -926824.562500 Penalty: 4493.809082
	Iteration 13Q: 3 clusters Score -926824.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -926855.000000 Penalty: 4493.809082
	Iteration 14Q: 3 clusters Score -926855 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -926877.125000 Penalty: 4493.809082
	Iteration 15Q: 3 clusters Score -926877.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -926890.937500 Penalty: 4493.809082
	Iteration 16Q: 3 clusters Score -926890.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -926901.125000 Penalty: 4493.809082
	Iteration 17Q: 3 clusters Score -926901.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -926917.187500 Penalty: 4493.809082
	Iteration 18Q: 3 clusters Score -926917.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -926927.437500 Penalty: 4493.809082
	Iteration 19Q: 3 clusters Score -926927.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -926931.625000 Penalty: 4493.809082
	Iteration 20F: 3 clusters Score -926931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -926934.250000 Penalty: 4493.809082
	Iteration 21Q: 3 clusters Score -926934.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -926937.687500 Penalty: 4493.809082
	Iteration 22Q: 3 clusters Score -926937.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -926941.750000 Penalty: 4493.809082
	Iteration 23Q: 3 clusters Score -926941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -926942.000000 Penalty: 4493.809082
	Iteration 24Q: 3 clusters Score -926942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -926943.375000 Penalty: 4493.809082
	Iteration 25Q: 3 clusters Score -926943.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -926946.750000 Penalty: 4493.809082
	Iteration 26Q: 3 clusters Score -926946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -926954.187500 Penalty: 4493.809082
	Iteration 27Q: 3 clusters Score -926954.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -926957.937500 Penalty: 4493.809082
	Iteration 28Q: 3 clusters Score -926957.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -926968.687500 Penalty: 4493.809082
	Iteration 29Q: 3 clusters Score -926968.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -926973.000000 Penalty: 4493.809082
	Iteration 30Q: 3 clusters Score -926973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -926978.500000 Penalty: 4493.809082
	Iteration 31Q: 3 clusters Score -926978.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -926979.687500 Penalty: 4493.809082
	Iteration 32Q: 3 clusters Score -926979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -926983.750000 Penalty: 4493.809082
	Iteration 33Q: 3 clusters Score -926983.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -926985.937500 Penalty: 4493.809082
	Iteration 34Q: 3 clusters Score -926985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -926992.562500 Penalty: 4493.809082
	Iteration 35Q: 3 clusters Score -926992.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -926997.187500 Penalty: 4493.809082
	Iteration 36Q: 3 clusters Score -926997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -927002.687500 Penalty: 4493.809082
	Iteration 37Q: 3 clusters Score -927002.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -927006.750000 Penalty: 4493.809082
	Iteration 38Q: 3 clusters Score -927006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -927011.562500 Penalty: 4493.809082
	Iteration 39Q: 3 clusters Score -927011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -927014.437500 Penalty: 4493.809082
	Iteration 40F: 3 clusters Score -927014.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -927016.375000 Penalty: 4493.809082
	Iteration 41Q: 3 clusters Score -927016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -927018.375000 Penalty: 4493.809082
	Iteration 42Q: 3 clusters Score -927018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -927019.562500 Penalty: 4493.809082
	Iteration 43Q: 3 clusters Score -927019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -927020.000000 Penalty: 4493.809082
	Iteration 44Q: 3 clusters Score -927020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -927022.500000 Penalty: 4493.809082
	Iteration 45Q: 3 clusters Score -927022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -927023.062500 Penalty: 4493.809082
	Iteration 46Q: 3 clusters Score -927023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -927023.812500 Penalty: 4493.809082
	Iteration 47Q: 3 clusters Score -927023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -927026.375000 Penalty: 4493.809082
	Iteration 48Q: 3 clusters Score -927026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -927025.687500 Penalty: 4493.809082
	Iteration 49Q: 3 clusters Score -927025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -927027.250000 Penalty: 4493.809082
	Iteration 50Q: 3 clusters Score -927027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -927028.187500 Penalty: 4493.809082
	Iteration 51Q: 3 clusters Score -927028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -927029.687500 Penalty: 4493.809082
	Iteration 52Q: 3 clusters Score -927029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -927029.500000 Penalty: 4493.809082
	Iteration 53Q: 3 clusters Score -927029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -927027.812500 Penalty: 4493.809082
	Iteration 54Q: 3 clusters Score -927027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -927028.250000 Penalty: 4493.809082
	Iteration 55Q: 3 clusters Score -927028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -927029.312500 Penalty: 4493.809082
	Iteration 56Q: 3 clusters Score -927029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -927029.312500 Penalty: 4493.809082
	Iteration 57F: 3 clusters Score -927029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -573660.375000 Penalty: 2142.090576
	Iteration 0F: 2 clusters Score -573660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -568731.750000 Penalty: 4284.181152
	Iteration 0F: 3 clusters Score -568731.8 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -570089.687500 Penalty: 4284.181152
	Iteration 1F: 3 clusters Score -570089.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -570407.125000 Penalty: 4284.181152
	Iteration 2F: 3 clusters Score -570407.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -570599.812500 Penalty: 4284.181152
	Iteration 3F: 3 clusters Score -570599.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -570732.625000 Penalty: 4284.181152
	Iteration 4Q: 3 clusters Score -570732.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -570846.250000 Penalty: 4284.181152
	Iteration 5Q: 3 clusters Score -570846.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -570934.500000 Penalty: 4284.181152
	Iteration 6Q: 3 clusters Score -570934.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -571000.687500 Penalty: 4284.181152
	Iteration 7Q: 3 clusters Score -571000.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -571051.375000 Penalty: 4284.181152
	Iteration 8Q: 3 clusters Score -571051.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -571095.187500 Penalty: 4284.181152
	Iteration 9Q: 3 clusters Score -571095.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -571124.562500 Penalty: 4284.181152
	Iteration 10Q: 3 clusters Score -571124.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -571148.562500 Penalty: 4284.181152
	Iteration 11Q: 3 clusters Score -571148.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -571164.875000 Penalty: 4284.181152
	Iteration 12Q: 3 clusters Score -571164.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -571182.312500 Penalty: 4284.181152
	Iteration 13Q: 3 clusters Score -571182.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -571192.000000 Penalty: 4284.181152
	Iteration 14Q: 3 clusters Score -571192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -571204.437500 Penalty: 4284.181152
	Iteration 15Q: 3 clusters Score -571204.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -571214.875000 Penalty: 4284.181152
	Iteration 16Q: 3 clusters Score -571214.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -571224.062500 Penalty: 4284.181152
	Iteration 17Q: 3 clusters Score -571224.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -571230.437500 Penalty: 4284.181152
	Iteration 18Q: 3 clusters Score -571230.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -571237.625000 Penalty: 4284.181152
	Iteration 19Q: 3 clusters Score -571237.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -571247.437500 Penalty: 4284.181152
	Iteration 20F: 3 clusters Score -571247.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -571254.062500 Penalty: 4284.181152
	Iteration 21Q: 3 clusters Score -571254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -571257.562500 Penalty: 4284.181152
	Iteration 22Q: 3 clusters Score -571257.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -571260.187500 Penalty: 4284.181152
	Iteration 23Q: 3 clusters Score -571260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -571264.562500 Penalty: 4284.181152
	Iteration 24Q: 3 clusters Score -571264.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -571268.937500 Penalty: 4284.181152
	Iteration 25Q: 3 clusters Score -571268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -571273.000000 Penalty: 4284.181152
	Iteration 26Q: 3 clusters Score -571273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -571275.125000 Penalty: 4284.181152
	Iteration 27Q: 3 clusters Score -571275.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -571278.437500 Penalty: 4284.181152
	Iteration 28Q: 3 clusters Score -571278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -571278.312500 Penalty: 4284.181152
	Iteration 29Q: 3 clusters Score -571278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -571280.000000 Penalty: 4284.181152
	Iteration 30Q: 3 clusters Score -571280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -571280.000000 Penalty: 4284.181152
	Iteration 31F: 3 clusters Score -571280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -281279.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -281279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278283.156250 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -278283.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -278895.531250 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -278895.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -279044.125000 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -279044.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279127.250000 Penalty: 3886.839355
	Iteration 3Q: 3 clusters Score -279127.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -279183.781250 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -279183.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279232.625000 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -279232.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -279268.843750 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -279268.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279301.906250 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -279301.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279321.968750 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -279322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -279335.687500 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -279335.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -279348.125000 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -279348.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -279360.218750 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -279360.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -279376.437500 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -279376.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -279393.750000 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -279393.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -279415.781250 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -279415.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -279428.437500 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -279428.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -279436.843750 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -279436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -279446.656250 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -279446.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -279456.531250 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -279456.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -279466.281250 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -279466.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -279475.093750 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -279475.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -279485.250000 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -279485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -279498.812500 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -279498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -279512.437500 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -279512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -279524.812500 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -279524.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -279542.937500 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -279542.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -279559.031250 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -279559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -279565.375000 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -279565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -279579.718750 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -279579.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -279601.187500 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -279601.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -279622.718750 Penalty: 3886.839355
	Iteration 30Q: 3 clusters Score -279622.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -279643.156250 Penalty: 3886.839355
	Iteration 31Q: 3 clusters Score -279643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -279661.375000 Penalty: 3886.839355
	Iteration 32Q: 3 clusters Score -279661.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -279675.593750 Penalty: 3886.839355
	Iteration 33Q: 3 clusters Score -279675.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -279683.406250 Penalty: 3886.839355
	Iteration 34Q: 3 clusters Score -279683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -279688.125000 Penalty: 3886.839355
	Iteration 35Q: 3 clusters Score -279688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -279690.875000 Penalty: 3886.839355
	Iteration 36Q: 3 clusters Score -279690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -279694.625000 Penalty: 3886.839355
	Iteration 37Q: 3 clusters Score -279694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -279698.468750 Penalty: 3886.839355
	Iteration 38Q: 3 clusters Score -279698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -279698.687500 Penalty: 3886.839355
	Iteration 39Q: 3 clusters Score -279698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -279699.718750 Penalty: 3886.839355
	Iteration 40F: 3 clusters Score -279699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -279699.750000 Penalty: 3886.839355
	Iteration 41Q: 3 clusters Score -279699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -279704.187500 Penalty: 3886.839355
	Iteration 42Q: 3 clusters Score -279704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -279711.687500 Penalty: 3886.839355
	Iteration 43Q: 3 clusters Score -279711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -279715.156250 Penalty: 3886.839355
	Iteration 44Q: 3 clusters Score -279715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -279717.093750 Penalty: 3886.839355
	Iteration 45Q: 3 clusters Score -279717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -279719.375000 Penalty: 3886.839355
	Iteration 46Q: 3 clusters Score -279719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -279723.250000 Penalty: 3886.839355
	Iteration 47Q: 3 clusters Score -279723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -279729.593750 Penalty: 3886.839355
	Iteration 48Q: 3 clusters Score -279729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -279734.031250 Penalty: 3886.839355
	Iteration 49Q: 3 clusters Score -279734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -279736.437500 Penalty: 3886.839355
	Iteration 50Q: 3 clusters Score -279736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -279738.437500 Penalty: 3886.839355
	Iteration 51Q: 3 clusters Score -279738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -279740.468750 Penalty: 3886.839355
	Iteration 52Q: 3 clusters Score -279740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -279743.437500 Penalty: 3886.839355
	Iteration 53Q: 3 clusters Score -279743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -279744.781250 Penalty: 3886.839355
	Iteration 54Q: 3 clusters Score -279744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -279746.093750 Penalty: 3886.839355
	Iteration 55Q: 3 clusters Score -279746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -279746.093750 Penalty: 3886.839355
	Iteration 56F: 3 clusters Score -279746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -797485.000000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -797485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -791414.312500 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -791414.3 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -792961.937500 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -792961.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -793246.125000 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -793246.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -793486.000000 Penalty: 4424.645508
	Iteration 3F: 3 clusters Score -793486 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -793682.125000 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -793682.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -793863.937500 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -793863.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -794036.750000 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -794036.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -794200.062500 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -794200.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -794391.875000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -794391.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -794583.625000 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -794583.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -794780.500000 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -794780.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -794941.062500 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -794941.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -795070.875000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -795070.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -795196.375000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -795196.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -795307.375000 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -795307.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -795412.937500 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -795412.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -795501.687500 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -795501.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -795584.125000 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -795584.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -795671.312500 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -795671.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -795768.187500 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -795768.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -795875.187500 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -795875.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -795994.437500 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -795994.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -796126.375000 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -796126.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -796242.250000 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -796242.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -796318.062500 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -796318.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -796366.062500 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -796366.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -796392.000000 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -796392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -796406.500000 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -796406.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -796413.875000 Penalty: 4424.645508
	Iteration 28Q: 3 clusters Score -796413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -796420.125000 Penalty: 4424.645508
	Iteration 29Q: 3 clusters Score -796420.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -796425.000000 Penalty: 4424.645508
	Iteration 30Q: 3 clusters Score -796425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -796424.750000 Penalty: 4424.645508
	Iteration 31Q: 3 clusters Score -796424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -796428.750000 Penalty: 4424.645508
	Iteration 32Q: 3 clusters Score -796428.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -796427.875000 Penalty: 4424.645508
	Iteration 33Q: 3 clusters Score -796427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -796429.750000 Penalty: 4424.645508
	Iteration 34Q: 3 clusters Score -796429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -796431.375000 Penalty: 4424.645508
	Iteration 35Q: 3 clusters Score -796431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -796430.750000 Penalty: 4424.645508
	Iteration 36Q: 3 clusters Score -796430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -796431.125000 Penalty: 4424.645508
	Iteration 37Q: 3 clusters Score -796431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -796432.687500 Penalty: 4424.645508
	Iteration 38Q: 3 clusters Score -796432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -796432.687500 Penalty: 4424.645508
	Iteration 39F: 3 clusters Score -796432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -526885.000000 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -526885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -522492.625000 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -522492.6 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -523681.375000 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -523681.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -523957.156250 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -523957.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -524165.093750 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -524165.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -524338.250000 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -524338.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -524464.500000 Penalty: 4207.165039
	Iteration 5Q: 3 clusters Score -524464.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -524576.062500 Penalty: 4207.165039
	Iteration 6Q: 3 clusters Score -524576.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -524692.500000 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -524692.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -524810.937500 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -524810.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -524940.937500 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -524940.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -525055.937500 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -525055.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -525164.062500 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -525164.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -525253.562500 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -525253.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -525326.625000 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -525326.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -525401.375000 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -525401.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -525457.250000 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -525457.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -525495.812500 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -525495.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -525523.875000 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -525523.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -525554.500000 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -525554.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -525589.875000 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -525589.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -525646.312500 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -525646.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -525753.562500 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -525753.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -525896.875000 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -525896.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -526111.125000 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -526111.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -526279.875000 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -526279.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -526363.812500 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -526363.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -526420.812500 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -526420.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -526455.562500 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -526455.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -526469.437500 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -526469.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -526480.562500 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -526480.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -526489.812500 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -526489.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -526496.062500 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -526496.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -526499.750000 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -526499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -526502.687500 Penalty: 4207.165039
	Iteration 33Q: 3 clusters Score -526502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -526503.312500 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -526503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -526504.312500 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -526504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -526505.312500 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -526505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -526506.562500 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -526506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -526507.562500 Penalty: 4207.165039
	Iteration 38Q: 3 clusters Score -526507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -526507.250000 Penalty: 4207.165039
	Iteration 39Q: 3 clusters Score -526507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -526507.250000 Penalty: 4207.165039
	Iteration 40F: 3 clusters Score -526507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -447403.968750 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -447404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -443102.156250 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -443102.2 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -444273.468750 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -444273.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -444634.781250 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -444634.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -444968.250000 Penalty: 4189.278809
	Iteration 3F: 3 clusters Score -444968.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -445263.218750 Penalty: 4189.278809
	Iteration 4F: 3 clusters Score -445263.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -445476.125000 Penalty: 4189.278809
	Iteration 5F: 3 clusters Score -445476.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -445607.687500 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -445607.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -445713.625000 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -445713.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -445798.281250 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -445798.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -445859.875000 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -445859.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -445919.656250 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -445919.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -445967.437500 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -445967.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -446007.937500 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -446007.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -446041.500000 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -446041.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -446085.187500 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -446085.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -446131.687500 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -446131.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -446164.500000 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -446164.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -446203.125000 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -446203.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -446230.156250 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -446230.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -446250.125000 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -446250.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -446261.781250 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -446261.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -446271.062500 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -446271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -446274.218750 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -446274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -446277.187500 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -446277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -446280.031250 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -446280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -446283.000000 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -446283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -446287.000000 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -446287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -446289.593750 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -446289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -446292.718750 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -446292.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -446296.500000 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -446296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -446296.781250 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -446296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -446296.531250 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -446296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -446296.937500 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -446296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -446297.625000 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -446297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -446297.531250 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -446297.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -446297.531250 Penalty: 4189.278809
	Iteration 35F: 3 clusters Score -446297.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -785040.312500 Penalty: 2213.611572
	Iteration 0F: 2 clusters Score -785040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -778976.312500 Penalty: 4427.223145
	Iteration 0F: 3 clusters Score -778976.3 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -780751.187500 Penalty: 4427.223145
	Iteration 1F: 3 clusters Score -780751.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -781068.875000 Penalty: 4427.223145
	Iteration 2F: 3 clusters Score -781068.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -781334.437500 Penalty: 4427.223145
	Iteration 3F: 3 clusters Score -781334.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -781636.062500 Penalty: 4427.223145
	Iteration 4F: 3 clusters Score -781636.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -782011.000000 Penalty: 4427.223145
	Iteration 5F: 3 clusters Score -782011 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -782520.750000 Penalty: 4427.223145
	Iteration 6F: 3 clusters Score -782520.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -783055.937500 Penalty: 4427.223145
	Iteration 7F: 3 clusters Score -783055.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -783608.562500 Penalty: 4427.223145
	Iteration 8F: 3 clusters Score -783608.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -784054.437500 Penalty: 4427.223145
	Iteration 9F: 3 clusters Score -784054.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -784355.812500 Penalty: 4427.223145
	Iteration 10Q: 3 clusters Score -784355.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -784514.562500 Penalty: 4427.223145
	Iteration 11Q: 3 clusters Score -784514.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -784574.687500 Penalty: 4427.223145
	Iteration 12Q: 3 clusters Score -784574.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -784612.500000 Penalty: 4427.223145
	Iteration 13Q: 3 clusters Score -784612.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -784633.062500 Penalty: 4427.223145
	Iteration 14Q: 3 clusters Score -784633.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -784643.375000 Penalty: 4427.223145
	Iteration 15Q: 3 clusters Score -784643.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -784649.812500 Penalty: 4427.223145
	Iteration 16Q: 3 clusters Score -784649.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -784655.875000 Penalty: 4427.223145
	Iteration 17Q: 3 clusters Score -784655.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -784663.312500 Penalty: 4427.223145
	Iteration 18Q: 3 clusters Score -784663.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -784669.687500 Penalty: 4427.223145
	Iteration 19Q: 3 clusters Score -784669.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -784676.250000 Penalty: 4427.223145
	Iteration 20F: 3 clusters Score -784676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -784678.625000 Penalty: 4427.223145
	Iteration 21Q: 3 clusters Score -784678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -784680.000000 Penalty: 4427.223145
	Iteration 22Q: 3 clusters Score -784680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -784682.500000 Penalty: 4427.223145
	Iteration 23Q: 3 clusters Score -784682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -784682.375000 Penalty: 4427.223145
	Iteration 24Q: 3 clusters Score -784682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -784681.312500 Penalty: 4427.223145
	Iteration 25Q: 3 clusters Score -784681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -784682.750000 Penalty: 4427.223145
	Iteration 26Q: 3 clusters Score -784682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -784682.562500 Penalty: 4427.223145
	Iteration 27Q: 3 clusters Score -784682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -784682.312500 Penalty: 4427.223145
	Iteration 28Q: 3 clusters Score -784682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -784683.062500 Penalty: 4427.223145
	Iteration 29Q: 3 clusters Score -784683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -784684.312500 Penalty: 4427.223145
	Iteration 30Q: 3 clusters Score -784684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -784684.312500 Penalty: 4427.223145
	Iteration 31F: 3 clusters Score -784684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -557745.187500 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -557745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -552992.937500 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -552992.9 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -554248.125000 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -554248.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -554507.937500 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -554507.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -554733.687500 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -554733.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -554952.312500 Penalty: 4257.622559
	Iteration 4Q: 3 clusters Score -554952.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -555157.562500 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -555157.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -555369.937500 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -555369.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -555608.312500 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -555608.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -555906.500000 Penalty: 4257.622559
	Iteration 8F: 3 clusters Score -555906.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -556209.562500 Penalty: 4257.622559
	Iteration 9F: 3 clusters Score -556209.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -556453.125000 Penalty: 4257.622559
	Iteration 10F: 3 clusters Score -556453.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -556631.687500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -556631.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -556771.250000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -556771.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -556863.062500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -556863.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -556926.437500 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -556926.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -556977.312500 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -556977.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -557016.687500 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -557016.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -557060.125000 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -557060.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -557093.250000 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -557093.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -557114.437500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -557114.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -557133.000000 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -557133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -557149.125000 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -557149.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -557168.062500 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -557168.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -557180.500000 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -557180.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -557191.812500 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -557191.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -557205.750000 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -557205.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -557220.750000 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -557220.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -557234.562500 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -557234.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -557243.250000 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -557243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -557250.125000 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -557250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -557255.937500 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -557255.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -557259.687500 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -557259.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -557262.562500 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -557262.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -557268.937500 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -557268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -557273.625000 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -557273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -557276.250000 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -557276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -557281.625000 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -557281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -557284.875000 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -557284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -557285.937500 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -557285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -557288.500000 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -557288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -557291.312500 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -557291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -557292.125000 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -557292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -557291.937500 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -557291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -557293.750000 Penalty: 4257.622559
	Iteration 43Q: 3 clusters Score -557293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -557295.000000 Penalty: 4257.622559
	Iteration 44Q: 3 clusters Score -557295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -557294.750000 Penalty: 4257.622559
	Iteration 45Q: 3 clusters Score -557294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -557295.250000 Penalty: 4257.622559
	Iteration 46Q: 3 clusters Score -557295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -557295.250000 Penalty: 4257.622559
	Iteration 47F: 3 clusters Score -557295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -214860.734375 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -214860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212243.062500 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -212243.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -212671.328125 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -212671.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -212783.343750 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -212783.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212847.109375 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -212847.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -212889.546875 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -212889.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -212919.640625 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -212919.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212939.093750 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -212939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -212951.265625 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -212951.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212961.328125 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -212961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212967.281250 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -212967.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212972.671875 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -212972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212976.421875 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -212976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -212976.921875 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -212976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212976.968750 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -212977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212976.968750 Penalty: 3756.980957
	Iteration 14F: 3 clusters Score -212977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -806242.937500 Penalty: 2203.349121
	Iteration 0F: 2 clusters Score -806242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -800303.812500 Penalty: 4406.698242
	Iteration 0F: 3 clusters Score -800303.8 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -802001.062500 Penalty: 4406.698242
	Iteration 1F: 3 clusters Score -802001.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -802333.937500 Penalty: 4406.698242
	Iteration 2F: 3 clusters Score -802333.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -802565.250000 Penalty: 4406.698242
	Iteration 3F: 3 clusters Score -802565.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -802790.625000 Penalty: 4406.698242
	Iteration 4F: 3 clusters Score -802790.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -802989.125000 Penalty: 4406.698242
	Iteration 5Q: 3 clusters Score -802989.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -803135.875000 Penalty: 4406.698242
	Iteration 6Q: 3 clusters Score -803135.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -803264.750000 Penalty: 4406.698242
	Iteration 7Q: 3 clusters Score -803264.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -803386.500000 Penalty: 4406.698242
	Iteration 8Q: 3 clusters Score -803386.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -803493.625000 Penalty: 4406.698242
	Iteration 9Q: 3 clusters Score -803493.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -803584.812500 Penalty: 4406.698242
	Iteration 10Q: 3 clusters Score -803584.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -803663.750000 Penalty: 4406.698242
	Iteration 11Q: 3 clusters Score -803663.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -803741.562500 Penalty: 4406.698242
	Iteration 12Q: 3 clusters Score -803741.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -803801.625000 Penalty: 4406.698242
	Iteration 13Q: 3 clusters Score -803801.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -803850.687500 Penalty: 4406.698242
	Iteration 14Q: 3 clusters Score -803850.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -803896.437500 Penalty: 4406.698242
	Iteration 15Q: 3 clusters Score -803896.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -803929.187500 Penalty: 4406.698242
	Iteration 16Q: 3 clusters Score -803929.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -803970.375000 Penalty: 4406.698242
	Iteration 17Q: 3 clusters Score -803970.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -803999.062500 Penalty: 4406.698242
	Iteration 18Q: 3 clusters Score -803999.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -804014.187500 Penalty: 4406.698242
	Iteration 19Q: 3 clusters Score -804014.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -804029.000000 Penalty: 4406.698242
	Iteration 20F: 3 clusters Score -804029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -804045.500000 Penalty: 4406.698242
	Iteration 21Q: 3 clusters Score -804045.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -804054.687500 Penalty: 4406.698242
	Iteration 22Q: 3 clusters Score -804054.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -804064.250000 Penalty: 4406.698242
	Iteration 23Q: 3 clusters Score -804064.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -804075.125000 Penalty: 4406.698242
	Iteration 24Q: 3 clusters Score -804075.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -804084.000000 Penalty: 4406.698242
	Iteration 25Q: 3 clusters Score -804084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -804096.437500 Penalty: 4406.698242
	Iteration 26Q: 3 clusters Score -804096.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -804108.875000 Penalty: 4406.698242
	Iteration 27Q: 3 clusters Score -804108.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -804114.500000 Penalty: 4406.698242
	Iteration 28Q: 3 clusters Score -804114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -804120.312500 Penalty: 4406.698242
	Iteration 29Q: 3 clusters Score -804120.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -804125.250000 Penalty: 4406.698242
	Iteration 30Q: 3 clusters Score -804125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -804127.875000 Penalty: 4406.698242
	Iteration 31Q: 3 clusters Score -804127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -804130.750000 Penalty: 4406.698242
	Iteration 32Q: 3 clusters Score -804130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -804131.750000 Penalty: 4406.698242
	Iteration 33Q: 3 clusters Score -804131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -804131.000000 Penalty: 4406.698242
	Iteration 34Q: 3 clusters Score -804131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -804134.812500 Penalty: 4406.698242
	Iteration 35Q: 3 clusters Score -804134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -804137.312500 Penalty: 4406.698242
	Iteration 36Q: 3 clusters Score -804137.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -804141.187500 Penalty: 4406.698242
	Iteration 37Q: 3 clusters Score -804141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -804144.687500 Penalty: 4406.698242
	Iteration 38Q: 3 clusters Score -804144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -804146.062500 Penalty: 4406.698242
	Iteration 39Q: 3 clusters Score -804146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -804148.812500 Penalty: 4406.698242
	Iteration 40F: 3 clusters Score -804148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -804150.500000 Penalty: 4406.698242
	Iteration 41Q: 3 clusters Score -804150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -804151.875000 Penalty: 4406.698242
	Iteration 42Q: 3 clusters Score -804151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -804154.062500 Penalty: 4406.698242
	Iteration 43Q: 3 clusters Score -804154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -804155.687500 Penalty: 4406.698242
	Iteration 44Q: 3 clusters Score -804155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -804157.125000 Penalty: 4406.698242
	Iteration 45Q: 3 clusters Score -804157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -804159.312500 Penalty: 4406.698242
	Iteration 46Q: 3 clusters Score -804159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -804162.687500 Penalty: 4406.698242
	Iteration 47Q: 3 clusters Score -804162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -804162.750000 Penalty: 4406.698242
	Iteration 48Q: 3 clusters Score -804162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -804165.937500 Penalty: 4406.698242
	Iteration 49Q: 3 clusters Score -804165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -804167.875000 Penalty: 4406.698242
	Iteration 50Q: 3 clusters Score -804167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -804167.437500 Penalty: 4406.698242
	Iteration 51Q: 3 clusters Score -804167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -804168.937500 Penalty: 4406.698242
	Iteration 52Q: 3 clusters Score -804168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -804171.500000 Penalty: 4406.698242
	Iteration 53Q: 3 clusters Score -804171.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -804172.625000 Penalty: 4406.698242
	Iteration 54Q: 3 clusters Score -804172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -804173.812500 Penalty: 4406.698242
	Iteration 55Q: 3 clusters Score -804173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -804175.812500 Penalty: 4406.698242
	Iteration 56Q: 3 clusters Score -804175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -804175.875000 Penalty: 4406.698242
	Iteration 57Q: 3 clusters Score -804175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -804175.875000 Penalty: 4406.698242
	Iteration 58F: 3 clusters Score -804175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -489888.062500 Penalty: 2113.402100
	Iteration 0F: 2 clusters Score -489888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -485412.687500 Penalty: 4226.804199
	Iteration 0F: 3 clusters Score -485412.7 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -486572.843750 Penalty: 4226.804199
	Iteration 1F: 3 clusters Score -486572.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -486912.625000 Penalty: 4226.804199
	Iteration 2F: 3 clusters Score -486912.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -487157.625000 Penalty: 4226.804199
	Iteration 3F: 3 clusters Score -487157.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -487358.250000 Penalty: 4226.804199
	Iteration 4F: 3 clusters Score -487358.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -487524.906250 Penalty: 4226.804199
	Iteration 5Q: 3 clusters Score -487524.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -487682.062500 Penalty: 4226.804199
	Iteration 6Q: 3 clusters Score -487682.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -487805.343750 Penalty: 4226.804199
	Iteration 7Q: 3 clusters Score -487805.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -487904.031250 Penalty: 4226.804199
	Iteration 8Q: 3 clusters Score -487904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -487993.625000 Penalty: 4226.804199
	Iteration 9Q: 3 clusters Score -487993.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -488055.937500 Penalty: 4226.804199
	Iteration 10Q: 3 clusters Score -488055.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -488108.968750 Penalty: 4226.804199
	Iteration 11Q: 3 clusters Score -488109 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -488165.250000 Penalty: 4226.804199
	Iteration 12Q: 3 clusters Score -488165.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -488202.125000 Penalty: 4226.804199
	Iteration 13Q: 3 clusters Score -488202.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -488237.625000 Penalty: 4226.804199
	Iteration 14Q: 3 clusters Score -488237.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -488267.437500 Penalty: 4226.804199
	Iteration 15Q: 3 clusters Score -488267.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -488301.468750 Penalty: 4226.804199
	Iteration 16Q: 3 clusters Score -488301.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -488328.875000 Penalty: 4226.804199
	Iteration 17Q: 3 clusters Score -488328.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -488342.031250 Penalty: 4226.804199
	Iteration 18Q: 3 clusters Score -488342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -488351.687500 Penalty: 4226.804199
	Iteration 19Q: 3 clusters Score -488351.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -488363.187500 Penalty: 4226.804199
	Iteration 20F: 3 clusters Score -488363.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -488371.812500 Penalty: 4226.804199
	Iteration 21Q: 3 clusters Score -488371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -488380.187500 Penalty: 4226.804199
	Iteration 22Q: 3 clusters Score -488380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -488383.781250 Penalty: 4226.804199
	Iteration 23Q: 3 clusters Score -488383.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -488388.750000 Penalty: 4226.804199
	Iteration 24Q: 3 clusters Score -488388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -488394.343750 Penalty: 4226.804199
	Iteration 25Q: 3 clusters Score -488394.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -488401.531250 Penalty: 4226.804199
	Iteration 26Q: 3 clusters Score -488401.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -488406.156250 Penalty: 4226.804199
	Iteration 27Q: 3 clusters Score -488406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -488410.031250 Penalty: 4226.804199
	Iteration 28Q: 3 clusters Score -488410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -488415.593750 Penalty: 4226.804199
	Iteration 29Q: 3 clusters Score -488415.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -488421.843750 Penalty: 4226.804199
	Iteration 30Q: 3 clusters Score -488421.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -488428.781250 Penalty: 4226.804199
	Iteration 31Q: 3 clusters Score -488428.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -488435.375000 Penalty: 4226.804199
	Iteration 32Q: 3 clusters Score -488435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -488439.187500 Penalty: 4226.804199
	Iteration 33Q: 3 clusters Score -488439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -488443.343750 Penalty: 4226.804199
	Iteration 34Q: 3 clusters Score -488443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -488446.375000 Penalty: 4226.804199
	Iteration 35Q: 3 clusters Score -488446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -488450.781250 Penalty: 4226.804199
	Iteration 36Q: 3 clusters Score -488450.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -488454.218750 Penalty: 4226.804199
	Iteration 37Q: 3 clusters Score -488454.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -488458.250000 Penalty: 4226.804199
	Iteration 38Q: 3 clusters Score -488458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -488466.625000 Penalty: 4226.804199
	Iteration 39Q: 3 clusters Score -488466.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488473.281250 Penalty: 4226.804199
	Iteration 40F: 3 clusters Score -488473.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -488478.906250 Penalty: 4226.804199
	Iteration 41Q: 3 clusters Score -488478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -488486.843750 Penalty: 4226.804199
	Iteration 42Q: 3 clusters Score -488486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -488496.468750 Penalty: 4226.804199
	Iteration 43Q: 3 clusters Score -488496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -488503.812500 Penalty: 4226.804199
	Iteration 44Q: 3 clusters Score -488503.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -488510.312500 Penalty: 4226.804199
	Iteration 45Q: 3 clusters Score -488510.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488516.593750 Penalty: 4226.804199
	Iteration 46Q: 3 clusters Score -488516.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -488525.843750 Penalty: 4226.804199
	Iteration 47Q: 3 clusters Score -488525.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -488534.718750 Penalty: 4226.804199
	Iteration 48Q: 3 clusters Score -488534.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -488542.937500 Penalty: 4226.804199
	Iteration 49Q: 3 clusters Score -488542.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -488553.281250 Penalty: 4226.804199
	Iteration 50Q: 3 clusters Score -488553.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -488560.625000 Penalty: 4226.804199
	Iteration 51Q: 3 clusters Score -488560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -488567.718750 Penalty: 4226.804199
	Iteration 52Q: 3 clusters Score -488567.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -488581.968750 Penalty: 4226.804199
	Iteration 53Q: 3 clusters Score -488582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -488596.812500 Penalty: 4226.804199
	Iteration 54Q: 3 clusters Score -488596.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -488607.843750 Penalty: 4226.804199
	Iteration 55Q: 3 clusters Score -488607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -488617.562500 Penalty: 4226.804199
	Iteration 56Q: 3 clusters Score -488617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -488630.843750 Penalty: 4226.804199
	Iteration 57Q: 3 clusters Score -488630.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -488645.750000 Penalty: 4226.804199
	Iteration 58Q: 3 clusters Score -488645.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -488652.875000 Penalty: 4226.804199
	Iteration 59Q: 3 clusters Score -488652.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -488659.531250 Penalty: 4226.804199
	Iteration 60F: 3 clusters Score -488659.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -488667.218750 Penalty: 4226.804199
	Iteration 61Q: 3 clusters Score -488667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -488673.843750 Penalty: 4226.804199
	Iteration 62Q: 3 clusters Score -488673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -488682.031250 Penalty: 4226.804199
	Iteration 63Q: 3 clusters Score -488682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -488686.000000 Penalty: 4226.804199
	Iteration 64Q: 3 clusters Score -488686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -488690.093750 Penalty: 4226.804199
	Iteration 65Q: 3 clusters Score -488690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -488692.156250 Penalty: 4226.804199
	Iteration 66Q: 3 clusters Score -488692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -488696.343750 Penalty: 4226.804199
	Iteration 67Q: 3 clusters Score -488696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -488697.406250 Penalty: 4226.804199
	Iteration 68Q: 3 clusters Score -488697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -488700.562500 Penalty: 4226.804199
	Iteration 69Q: 3 clusters Score -488700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -488702.531250 Penalty: 4226.804199
	Iteration 70Q: 3 clusters Score -488702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -488704.781250 Penalty: 4226.804199
	Iteration 71Q: 3 clusters Score -488704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -488705.062500 Penalty: 4226.804199
	Iteration 72Q: 3 clusters Score -488705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -488705.656250 Penalty: 4226.804199
	Iteration 73Q: 3 clusters Score -488705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -488706.562500 Penalty: 4226.804199
	Iteration 74Q: 3 clusters Score -488706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -488706.812500 Penalty: 4226.804199
	Iteration 75Q: 3 clusters Score -488706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -488706.812500 Penalty: 4226.804199
	Iteration 76F: 3 clusters Score -488706.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -89489.664062 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -89489.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87742.851562 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -87742.85 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88072.226562 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -88072.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88214.460938 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -88214.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88333.578125 Penalty: 3339.767334
	Iteration 3F: 3 clusters Score -88333.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88415.835938 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -88415.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88469.343750 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -88469.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88497.937500 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -88497.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88539.031250 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -88539.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88572.976562 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -88572.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88596.859375 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -88596.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88612.664062 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -88612.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88619.023438 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -88619.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88629.593750 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -88629.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88630.906250 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -88630.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88633.273438 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -88633.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88637.070312 Penalty: 3339.767334
	Iteration 15Q: 3 clusters Score -88637.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88642.203125 Penalty: 3339.767334
	Iteration 16Q: 3 clusters Score -88642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88646.765625 Penalty: 3339.767334
	Iteration 17Q: 3 clusters Score -88646.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88653.578125 Penalty: 3339.767334
	Iteration 18Q: 3 clusters Score -88653.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88660.750000 Penalty: 3339.767334
	Iteration 19Q: 3 clusters Score -88660.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88668.054688 Penalty: 3339.767334
	Iteration 20F: 3 clusters Score -88668.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88674.882812 Penalty: 3339.767334
	Iteration 21Q: 3 clusters Score -88674.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88674.882812 Penalty: 3339.767334
	Iteration 22F: 3 clusters Score -88674.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (17606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Entering Unmasked Estep 
Score: -2019888.000000 Penalty: 2424.446777
	Iteration 0F: 2 clusters Score -2019888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2007328.875000 Penalty: 4848.893555
	Iteration 0F: 3 clusters Score -2007329 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2011492.875000 Penalty: 4848.893555
	Iteration 1F: 3 clusters Score -2011493 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2011895.375000 Penalty: 4848.893555
	Iteration 2F: 3 clusters Score -2011895 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2012302.000000 Penalty: 4848.893555
	Iteration 3Q: 3 clusters Score -2012302 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2012712.375000 Penalty: 4848.893555
	Iteration 4Q: 3 clusters Score -2012712 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2013170.125000 Penalty: 4848.893555
	Iteration 5Q: 3 clusters Score -2013170 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2013688.875000 Penalty: 4848.893555
	Iteration 6Q: 3 clusters Score -2013689 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2014209.750000 Penalty: 4848.893555
	Iteration 7F: 3 clusters Score -2014210 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2014872.875000 Penalty: 4848.893555
	Iteration 8F: 3 clusters Score -2014873 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2015680.500000 Penalty: 4848.893555
	Iteration 9F: 3 clusters Score -2015680 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2016496.000000 Penalty: 4848.893555
	Iteration 10F: 3 clusters Score -2016496 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2017124.500000 Penalty: 4848.893555
	Iteration 11F: 3 clusters Score -2017124 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2017528.750000 Penalty: 4848.893555
	Iteration 12Q: 3 clusters Score -2017529 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2017825.875000 Penalty: 4848.893555
	Iteration 13Q: 3 clusters Score -2017826 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2018045.625000 Penalty: 4848.893555
	Iteration 14Q: 3 clusters Score -2018046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2018215.375000 Penalty: 4848.893555
	Iteration 15Q: 3 clusters Score -2018215 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2018400.750000 Penalty: 4848.893555
	Iteration 16Q: 3 clusters Score -2018401 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2018585.375000 Penalty: 4848.893555
	Iteration 17Q: 3 clusters Score -2018585 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2018754.625000 Penalty: 4848.893555
	Iteration 18Q: 3 clusters Score -2018755 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2018858.375000 Penalty: 4848.893555
	Iteration 19Q: 3 clusters Score -2018858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2018943.125000 Penalty: 4848.893555
	Iteration 20F: 3 clusters Score -2018943 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2019010.875000 Penalty: 4848.893555
	Iteration 21Q: 3 clusters Score -2019011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2019040.500000 Penalty: 4848.893555
	Iteration 22Q: 3 clusters Score -2019040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2019065.625000 Penalty: 4848.893555
	Iteration 23Q: 3 clusters Score -2019066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2019078.625000 Penalty: 4848.893555
	Iteration 24Q: 3 clusters Score -2019079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2019084.500000 Penalty: 4848.893555
	Iteration 25Q: 3 clusters Score -2019084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2019085.375000 Penalty: 4848.893555
	Iteration 26Q: 3 clusters Score -2019085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2019090.250000 Penalty: 4848.893555
	Iteration 27Q: 3 clusters Score -2019090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2019095.625000 Penalty: 4848.893555
	Iteration 28Q: 3 clusters Score -2019096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2019108.000000 Penalty: 4848.893555
	Iteration 29Q: 3 clusters Score -2019108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2019107.125000 Penalty: 4848.893555
	Iteration 30Q: 3 clusters Score -2019107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2019104.875000 Penalty: 4848.893555
	Iteration 31Q: 3 clusters Score -2019105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2019105.125000 Penalty: 4848.893555
	Iteration 32Q: 3 clusters Score -2019105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2019104.250000 Penalty: 4848.893555
	Iteration 33Q: 3 clusters Score -2019104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2019106.625000 Penalty: 4848.893555
	Iteration 34Q: 3 clusters Score -2019107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2019106.750000 Penalty: 4848.893555
	Iteration 35Q: 3 clusters Score -2019107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2019107.625000 Penalty: 4848.893555
	Iteration 36Q: 3 clusters Score -2019108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2019107.375000 Penalty: 4848.893555
	Iteration 37Q: 3 clusters Score -2019107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2019109.250000 Penalty: 4848.893555
	Iteration 38Q: 3 clusters Score -2019109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2019112.625000 Penalty: 4848.893555
	Iteration 39Q: 3 clusters Score -2019113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2019111.750000 Penalty: 4848.893555
	Iteration 40F: 3 clusters Score -2019112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2019114.250000 Penalty: 4848.893555
	Iteration 41Q: 3 clusters Score -2019114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2019115.750000 Penalty: 4848.893555
	Iteration 42Q: 3 clusters Score -2019116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2019115.750000 Penalty: 4848.893555
	Iteration 43Q: 3 clusters Score -2019116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2019117.250000 Penalty: 4848.893555
	Iteration 44Q: 3 clusters Score -2019117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2019113.125000 Penalty: 4848.893555
	Iteration 45Q: 3 clusters Score -2019113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2019115.250000 Penalty: 4848.893555
	Iteration 46Q: 3 clusters Score -2019115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2019114.000000 Penalty: 4848.893555
	Iteration 47Q: 3 clusters Score -2019114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2019117.625000 Penalty: 4848.893555
	Iteration 48Q: 3 clusters Score -2019118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2019116.750000 Penalty: 4848.893555
	Iteration 49Q: 3 clusters Score -2019117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2019116.000000 Penalty: 4848.893555
	Iteration 50Q: 3 clusters Score -2019116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2019119.250000 Penalty: 4848.893555
	Iteration 51Q: 3 clusters Score -2019119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2019115.875000 Penalty: 4848.893555
	Iteration 52Q: 3 clusters Score -2019116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2019117.250000 Penalty: 4848.893555
	Iteration 53Q: 3 clusters Score -2019117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2019119.000000 Penalty: 4848.893555
	Iteration 54Q: 3 clusters Score -2019119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2019119.750000 Penalty: 4848.893555
	Iteration 55Q: 3 clusters Score -2019120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2019119.750000 Penalty: 4848.893555
	Iteration 56F: 3 clusters Score -2019120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (21966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Entering Unmasked Estep 
Score: -2484840.750000 Penalty: 2479.318359
	Iteration 0F: 2 clusters Score -2484841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2469545.750000 Penalty: 4958.636719
	Iteration 0F: 3 clusters Score -2469546 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2475000.000000 Penalty: 4958.636719
	Iteration 1F: 3 clusters Score -2475000 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2475503.250000 Penalty: 4958.636719
	Iteration 2F: 3 clusters Score -2475503 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2476006.500000 Penalty: 4958.636719
	Iteration 3Q: 3 clusters Score -2476006 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2476484.000000 Penalty: 4958.636719
	Iteration 4Q: 3 clusters Score -2476484 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2476917.000000 Penalty: 4958.636719
	Iteration 5Q: 3 clusters Score -2476917 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2477378.750000 Penalty: 4958.636719
	Iteration 6Q: 3 clusters Score -2477379 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2477830.500000 Penalty: 4958.636719
	Iteration 7Q: 3 clusters Score -2477830 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2478325.000000 Penalty: 4958.636719
	Iteration 8Q: 3 clusters Score -2478325 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2478812.250000 Penalty: 4958.636719
	Iteration 9Q: 3 clusters Score -2478812 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2479342.500000 Penalty: 4958.636719
	Iteration 10Q: 3 clusters Score -2479342 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2479877.250000 Penalty: 4958.636719
	Iteration 11Q: 3 clusters Score -2479877 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2480348.250000 Penalty: 4958.636719
	Iteration 12Q: 3 clusters Score -2480348 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2480761.250000 Penalty: 4958.636719
	Iteration 13Q: 3 clusters Score -2480761 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2481142.000000 Penalty: 4958.636719
	Iteration 14Q: 3 clusters Score -2481142 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2481490.250000 Penalty: 4958.636719
	Iteration 15Q: 3 clusters Score -2481490 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2481759.500000 Penalty: 4958.636719
	Iteration 16Q: 3 clusters Score -2481760 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2481954.000000 Penalty: 4958.636719
	Iteration 17Q: 3 clusters Score -2481954 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2482108.750000 Penalty: 4958.636719
	Iteration 18Q: 3 clusters Score -2482109 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2482242.250000 Penalty: 4958.636719
	Iteration 19Q: 3 clusters Score -2482242 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2482344.750000 Penalty: 4958.636719
	Iteration 20F: 3 clusters Score -2482345 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2482416.000000 Penalty: 4958.636719
	Iteration 21Q: 3 clusters Score -2482416 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2482473.750000 Penalty: 4958.636719
	Iteration 22Q: 3 clusters Score -2482474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2482538.000000 Penalty: 4958.636719
	Iteration 23Q: 3 clusters Score -2482538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2482577.250000 Penalty: 4958.636719
	Iteration 24Q: 3 clusters Score -2482577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2482625.750000 Penalty: 4958.636719
	Iteration 25Q: 3 clusters Score -2482626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2482661.250000 Penalty: 4958.636719
	Iteration 26Q: 3 clusters Score -2482661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2482686.250000 Penalty: 4958.636719
	Iteration 27Q: 3 clusters Score -2482686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2482716.750000 Penalty: 4958.636719
	Iteration 28Q: 3 clusters Score -2482717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2482732.750000 Penalty: 4958.636719
	Iteration 29Q: 3 clusters Score -2482733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2482755.750000 Penalty: 4958.636719
	Iteration 30Q: 3 clusters Score -2482756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2482769.750000 Penalty: 4958.636719
	Iteration 31Q: 3 clusters Score -2482770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2482789.750000 Penalty: 4958.636719
	Iteration 32Q: 3 clusters Score -2482790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2482803.000000 Penalty: 4958.636719
	Iteration 33Q: 3 clusters Score -2482803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2482820.500000 Penalty: 4958.636719
	Iteration 34Q: 3 clusters Score -2482820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2482829.000000 Penalty: 4958.636719
	Iteration 35Q: 3 clusters Score -2482829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2482852.000000 Penalty: 4958.636719
	Iteration 36Q: 3 clusters Score -2482852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2482864.000000 Penalty: 4958.636719
	Iteration 37Q: 3 clusters Score -2482864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2482876.250000 Penalty: 4958.636719
	Iteration 38Q: 3 clusters Score -2482876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2482885.000000 Penalty: 4958.636719
	Iteration 39Q: 3 clusters Score -2482885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2482892.750000 Penalty: 4958.636719
	Iteration 40F: 3 clusters Score -2482893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2482900.250000 Penalty: 4958.636719
	Iteration 41Q: 3 clusters Score -2482900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2482912.250000 Penalty: 4958.636719
	Iteration 42Q: 3 clusters Score -2482912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2482919.500000 Penalty: 4958.636719
	Iteration 43Q: 3 clusters Score -2482920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2482925.250000 Penalty: 4958.636719
	Iteration 44Q: 3 clusters Score -2482925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2482935.250000 Penalty: 4958.636719
	Iteration 45Q: 3 clusters Score -2482935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2482934.500000 Penalty: 4958.636719
	Iteration 46Q: 3 clusters Score -2482934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2482940.500000 Penalty: 4958.636719
	Iteration 47Q: 3 clusters Score -2482940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2482946.250000 Penalty: 4958.636719
	Iteration 48Q: 3 clusters Score -2482946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2482950.500000 Penalty: 4958.636719
	Iteration 49Q: 3 clusters Score -2482950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2482951.500000 Penalty: 4958.636719
	Iteration 50Q: 3 clusters Score -2482952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2482955.750000 Penalty: 4958.636719
	Iteration 51Q: 3 clusters Score -2482956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2482955.750000 Penalty: 4958.636719
	Iteration 52Q: 3 clusters Score -2482956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2482960.500000 Penalty: 4958.636719
	Iteration 53Q: 3 clusters Score -2482960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2482959.500000 Penalty: 4958.636719
	Iteration 54Q: 3 clusters Score -2482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2482957.500000 Penalty: 4958.636719
	Iteration 55Q: 3 clusters Score -2482958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2482963.000000 Penalty: 4958.636719
	Iteration 56Q: 3 clusters Score -2482963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2482958.750000 Penalty: 4958.636719
	Iteration 57Q: 3 clusters Score -2482959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2482957.250000 Penalty: 4958.636719
	Iteration 58Q: 3 clusters Score -2482957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2482960.500000 Penalty: 4958.636719
	Iteration 59Q: 3 clusters Score -2482960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2482964.000000 Penalty: 4958.636719
	Iteration 60F: 3 clusters Score -2482964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2482967.250000 Penalty: 4958.636719
	Iteration 61Q: 3 clusters Score -2482967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2482965.000000 Penalty: 4958.636719
	Iteration 62Q: 3 clusters Score -2482965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2482961.500000 Penalty: 4958.636719
	Iteration 63Q: 3 clusters Score -2482962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2482965.750000 Penalty: 4958.636719
	Iteration 64Q: 3 clusters Score -2482966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2482970.750000 Penalty: 4958.636719
	Iteration 65Q: 3 clusters Score -2482971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2482968.750000 Penalty: 4958.636719
	Iteration 66Q: 3 clusters Score -2482969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2482967.500000 Penalty: 4958.636719
	Iteration 67Q: 3 clusters Score -2482968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2482970.750000 Penalty: 4958.636719
	Iteration 68Q: 3 clusters Score -2482971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2482970.750000 Penalty: 4958.636719
	Iteration 69F: 3 clusters Score -2482971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -170753.796875 Penalty: 1877.597778
	Iteration 0F: 2 clusters Score -170753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -168181.687500 Penalty: 3755.195557
	Iteration 0F: 3 clusters Score -168181.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -168761.578125 Penalty: 3755.195557
	Iteration 1F: 3 clusters Score -168761.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -168972.187500 Penalty: 3755.195557
	Iteration 2F: 3 clusters Score -168972.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -169127.562500 Penalty: 3755.195557
	Iteration 3F: 3 clusters Score -169127.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169286.687500 Penalty: 3755.195557
	Iteration 4Q: 3 clusters Score -169286.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -169452.781250 Penalty: 3755.195557
	Iteration 5F: 3 clusters Score -169452.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -169551.578125 Penalty: 3755.195557
	Iteration 6Q: 3 clusters Score -169551.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -169618.953125 Penalty: 3755.195557
	Iteration 7Q: 3 clusters Score -169619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169694.984375 Penalty: 3755.195557
	Iteration 8Q: 3 clusters Score -169695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -169789.312500 Penalty: 3755.195557
	Iteration 9Q: 3 clusters Score -169789.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -169886.406250 Penalty: 3755.195557
	Iteration 10Q: 3 clusters Score -169886.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -169957.171875 Penalty: 3755.195557
	Iteration 11Q: 3 clusters Score -169957.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -169996.953125 Penalty: 3755.195557
	Iteration 12Q: 3 clusters Score -169997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -170027.031250 Penalty: 3755.195557
	Iteration 13Q: 3 clusters Score -170027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170061.703125 Penalty: 3755.195557
	Iteration 14Q: 3 clusters Score -170061.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -170099.015625 Penalty: 3755.195557
	Iteration 15Q: 3 clusters Score -170099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -170127.093750 Penalty: 3755.195557
	Iteration 16Q: 3 clusters Score -170127.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -170168.375000 Penalty: 3755.195557
	Iteration 17Q: 3 clusters Score -170168.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -170201.312500 Penalty: 3755.195557
	Iteration 18Q: 3 clusters Score -170201.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -170234.609375 Penalty: 3755.195557
	Iteration 19Q: 3 clusters Score -170234.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -170249.578125 Penalty: 3755.195557
	Iteration 20F: 3 clusters Score -170249.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170271.328125 Penalty: 3755.195557
	Iteration 21Q: 3 clusters Score -170271.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -170285.406250 Penalty: 3755.195557
	Iteration 22Q: 3 clusters Score -170285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -170298.453125 Penalty: 3755.195557
	Iteration 23Q: 3 clusters Score -170298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170316.531250 Penalty: 3755.195557
	Iteration 24Q: 3 clusters Score -170316.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -170341.312500 Penalty: 3755.195557
	Iteration 25Q: 3 clusters Score -170341.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170359.328125 Penalty: 3755.195557
	Iteration 26Q: 3 clusters Score -170359.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -170371.328125 Penalty: 3755.195557
	Iteration 27Q: 3 clusters Score -170371.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170389.093750 Penalty: 3755.195557
	Iteration 28Q: 3 clusters Score -170389.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170425.031250 Penalty: 3755.195557
	Iteration 29Q: 3 clusters Score -170425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -170480.765625 Penalty: 3755.195557
	Iteration 30Q: 3 clusters Score -170480.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -170512.828125 Penalty: 3755.195557
	Iteration 31Q: 3 clusters Score -170512.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -170526.359375 Penalty: 3755.195557
	Iteration 32Q: 3 clusters Score -170526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -170534.687500 Penalty: 3755.195557
	Iteration 33Q: 3 clusters Score -170534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -170541.234375 Penalty: 3755.195557
	Iteration 34Q: 3 clusters Score -170541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -170547.125000 Penalty: 3755.195557
	Iteration 35Q: 3 clusters Score -170547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -170553.156250 Penalty: 3755.195557
	Iteration 36Q: 3 clusters Score -170553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -170560.140625 Penalty: 3755.195557
	Iteration 37Q: 3 clusters Score -170560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170565.171875 Penalty: 3755.195557
	Iteration 38Q: 3 clusters Score -170565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170565.703125 Penalty: 3755.195557
	Iteration 39Q: 3 clusters Score -170565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170566.468750 Penalty: 3755.195557
	Iteration 40F: 3 clusters Score -170566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170567.187500 Penalty: 3755.195557
	Iteration 41Q: 3 clusters Score -170567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170567.468750 Penalty: 3755.195557
	Iteration 42Q: 3 clusters Score -170567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170567.468750 Penalty: 3755.195557
	Iteration 43F: 3 clusters Score -170567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -563061.375000 Penalty: 2151.073730
	Iteration 0F: 2 clusters Score -563061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -558029.750000 Penalty: 4302.147461
	Iteration 0F: 3 clusters Score -558029.8 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -559560.687500 Penalty: 4302.147461
	Iteration 1F: 3 clusters Score -559560.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -560032.562500 Penalty: 4302.147461
	Iteration 2F: 3 clusters Score -560032.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -560419.375000 Penalty: 4302.147461
	Iteration 3F: 3 clusters Score -560419.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -560718.125000 Penalty: 4302.147461
	Iteration 4F: 3 clusters Score -560718.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -560952.812500 Penalty: 4302.147461
	Iteration 5F: 3 clusters Score -560952.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -561145.312500 Penalty: 4302.147461
	Iteration 6Q: 3 clusters Score -561145.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -561320.125000 Penalty: 4302.147461
	Iteration 7Q: 3 clusters Score -561320.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -561469.625000 Penalty: 4302.147461
	Iteration 8Q: 3 clusters Score -561469.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -561577.000000 Penalty: 4302.147461
	Iteration 9Q: 3 clusters Score -561577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -561673.187500 Penalty: 4302.147461
	Iteration 10Q: 3 clusters Score -561673.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -561753.125000 Penalty: 4302.147461
	Iteration 11Q: 3 clusters Score -561753.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -561809.375000 Penalty: 4302.147461
	Iteration 12Q: 3 clusters Score -561809.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -561840.437500 Penalty: 4302.147461
	Iteration 13Q: 3 clusters Score -561840.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -561874.937500 Penalty: 4302.147461
	Iteration 14Q: 3 clusters Score -561874.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -561901.312500 Penalty: 4302.147461
	Iteration 15Q: 3 clusters Score -561901.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -561922.812500 Penalty: 4302.147461
	Iteration 16Q: 3 clusters Score -561922.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -561937.625000 Penalty: 4302.147461
	Iteration 17Q: 3 clusters Score -561937.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -561945.062500 Penalty: 4302.147461
	Iteration 18Q: 3 clusters Score -561945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -561948.812500 Penalty: 4302.147461
	Iteration 19Q: 3 clusters Score -561948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -561950.125000 Penalty: 4302.147461
	Iteration 20F: 3 clusters Score -561950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -561951.375000 Penalty: 4302.147461
	Iteration 21Q: 3 clusters Score -561951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -561955.937500 Penalty: 4302.147461
	Iteration 22Q: 3 clusters Score -561955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -561957.750000 Penalty: 4302.147461
	Iteration 23Q: 3 clusters Score -561957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -561956.812500 Penalty: 4302.147461
	Iteration 24Q: 3 clusters Score -561956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -561959.437500 Penalty: 4302.147461
	Iteration 25Q: 3 clusters Score -561959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -561961.562500 Penalty: 4302.147461
	Iteration 26Q: 3 clusters Score -561961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -561961.875000 Penalty: 4302.147461
	Iteration 27Q: 3 clusters Score -561961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -561961.750000 Penalty: 4302.147461
	Iteration 28Q: 3 clusters Score -561961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -561962.750000 Penalty: 4302.147461
	Iteration 29Q: 3 clusters Score -561962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -561962.625000 Penalty: 4302.147461
	Iteration 30Q: 3 clusters Score -561962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -561962.625000 Penalty: 4302.147461
	Iteration 31F: 3 clusters Score -561962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (44986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Entering Unmasked Estep 
Score: -5136365.000000 Penalty: 2657.098389
	Iteration 0F: 2 clusters Score -5136365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -5105997.500000 Penalty: 5314.196777
	Iteration 0F: 3 clusters Score -5105998 nChanged 20588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5117666.000000 Penalty: 5314.196777
	Iteration 1F: 3 clusters Score -5117666 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5118699.000000 Penalty: 5314.196777
	Iteration 2F: 3 clusters Score -5118699 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5120102.000000 Penalty: 5314.196777
	Iteration 3F: 3 clusters Score -5120102 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -5121667.000000 Penalty: 5314.196777
	Iteration 4F: 3 clusters Score -5121667 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5123408.500000 Penalty: 5314.196777
	Iteration 5F: 3 clusters Score -5123408 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -5125183.500000 Penalty: 5314.196777
	Iteration 6F: 3 clusters Score -5125184 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5126807.000000 Penalty: 5314.196777
	Iteration 7F: 3 clusters Score -5126807 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5128240.500000 Penalty: 5314.196777
	Iteration 8F: 3 clusters Score -5128240 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5129444.000000 Penalty: 5314.196777
	Iteration 9Q: 3 clusters Score -5129444 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5130448.000000 Penalty: 5314.196777
	Iteration 10Q: 3 clusters Score -5130448 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5131267.000000 Penalty: 5314.196777
	Iteration 11Q: 3 clusters Score -5131267 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5132134.500000 Penalty: 5314.196777
	Iteration 12Q: 3 clusters Score -5132134 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -5132955.000000 Penalty: 5314.196777
	Iteration 13Q: 3 clusters Score -5132955 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5133737.000000 Penalty: 5314.196777
	Iteration 14Q: 3 clusters Score -5133737 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5134445.000000 Penalty: 5314.196777
	Iteration 15Q: 3 clusters Score -5134445 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5134999.000000 Penalty: 5314.196777
	Iteration 16Q: 3 clusters Score -5134999 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5135448.000000 Penalty: 5314.196777
	Iteration 17Q: 3 clusters Score -5135448 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5135862.000000 Penalty: 5314.196777
	Iteration 18Q: 3 clusters Score -5135862 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -5136116.000000 Penalty: 5314.196777
	Iteration 19Q: 3 clusters Score -5136116 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -5136271.000000 Penalty: 5314.196777
	Iteration 20F: 3 clusters Score -5136271 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5136361.000000 Penalty: 5314.196777
	Iteration 21Q: 3 clusters Score -5136361 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -5136415.000000 Penalty: 5314.196777
	Iteration 22Q: 3 clusters Score -5136415 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5136471.500000 Penalty: 5314.196777
	Iteration 23Q: 3 clusters Score -5136472 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5136482.500000 Penalty: 5314.196777
	Iteration 24Q: 3 clusters Score -5136482 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5136509.000000 Penalty: 5314.196777
	Iteration 25Q: 3 clusters Score -5136509 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5136530.000000 Penalty: 5314.196777
	Iteration 26Q: 3 clusters Score -5136530 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5136550.000000 Penalty: 5314.196777
	Iteration 27Q: 3 clusters Score -5136550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5136566.000000 Penalty: 5314.196777
	Iteration 28Q: 3 clusters Score -5136566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5136589.500000 Penalty: 5314.196777
	Iteration 29Q: 3 clusters Score -5136590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5136611.500000 Penalty: 5314.196777
	Iteration 30Q: 3 clusters Score -5136612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5136614.500000 Penalty: 5314.196777
	Iteration 31Q: 3 clusters Score -5136614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5136620.000000 Penalty: 5314.196777
	Iteration 32Q: 3 clusters Score -5136620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5136615.000000 Penalty: 5314.196777
	Iteration 33Q: 3 clusters Score -5136615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5136616.500000 Penalty: 5314.196777
	Iteration 34Q: 3 clusters Score -5136616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5136619.000000 Penalty: 5314.196777
	Iteration 35Q: 3 clusters Score -5136619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5136620.500000 Penalty: 5314.196777
	Iteration 36Q: 3 clusters Score -5136620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5136627.500000 Penalty: 5314.196777
	Iteration 37Q: 3 clusters Score -5136628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5136625.500000 Penalty: 5314.196777
	Iteration 38Q: 3 clusters Score -5136626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5136633.500000 Penalty: 5314.196777
	Iteration 39Q: 3 clusters Score -5136634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5136638.500000 Penalty: 5314.196777
	Iteration 40F: 3 clusters Score -5136638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -5136630.000000 Penalty: 5314.196777
	Iteration 41Q: 3 clusters Score -5136630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5136612.000000 Penalty: 5314.196777
	Iteration 42Q: 3 clusters Score -5136612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5136615.500000 Penalty: 5314.196777
	Iteration 43Q: 3 clusters Score -5136616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5136616.500000 Penalty: 5314.196777
	Iteration 44Q: 3 clusters Score -5136616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -5136622.000000 Penalty: 5314.196777
	Iteration 45Q: 3 clusters Score -5136622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5136614.500000 Penalty: 5314.196777
	Iteration 46Q: 3 clusters Score -5136614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5136612.000000 Penalty: 5314.196777
	Iteration 47Q: 3 clusters Score -5136612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -5136623.000000 Penalty: 5314.196777
	Iteration 48Q: 3 clusters Score -5136623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -5136621.500000 Penalty: 5314.196777
	Iteration 49Q: 3 clusters Score -5136622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5136620.500000 Penalty: 5314.196777
	Iteration 50Q: 3 clusters Score -5136620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5136625.500000 Penalty: 5314.196777
	Iteration 51Q: 3 clusters Score -5136626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -5136628.000000 Penalty: 5314.196777
	Iteration 52Q: 3 clusters Score -5136628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5136624.500000 Penalty: 5314.196777
	Iteration 53Q: 3 clusters Score -5136624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5136627.000000 Penalty: 5314.196777
	Iteration 54Q: 3 clusters Score -5136627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5136624.500000 Penalty: 5314.196777
	Iteration 55Q: 3 clusters Score -5136624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -5136621.000000 Penalty: 5314.196777
	Iteration 56Q: 3 clusters Score -5136621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5136614.500000 Penalty: 5314.196777
	Iteration 57Q: 3 clusters Score -5136614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5136613.500000 Penalty: 5314.196777
	Iteration 58Q: 3 clusters Score -5136614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5136617.500000 Penalty: 5314.196777
	Iteration 59Q: 3 clusters Score -5136618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -5136620.500000 Penalty: 5314.196777
	Iteration 60F: 3 clusters Score -5136620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -5136620.500000 Penalty: 5314.196777
	Iteration 61Q: 3 clusters Score -5136620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -5136617.500000 Penalty: 5314.196777
	Iteration 62Q: 3 clusters Score -5136618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5136618.000000 Penalty: 5314.196777
	Iteration 63Q: 3 clusters Score -5136618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5136620.000000 Penalty: 5314.196777
	Iteration 64Q: 3 clusters Score -5136620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5136623.500000 Penalty: 5314.196777
	Iteration 65Q: 3 clusters Score -5136624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -5136620.000000 Penalty: 5314.196777
	Iteration 66Q: 3 clusters Score -5136620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5136625.000000 Penalty: 5314.196777
	Iteration 67Q: 3 clusters Score -5136625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -5136627.000000 Penalty: 5314.196777
	Iteration 68Q: 3 clusters Score -5136627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5136628.500000 Penalty: 5314.196777
	Iteration 69Q: 3 clusters Score -5136628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5136628.500000 Penalty: 5314.196777
	Iteration 70F: 3 clusters Score -5136628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171038 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32463 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27964 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54314 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21966 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5847 members 
Mstep: Class 79 contains 23538 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6104 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9999 members 
Mstep: Class 91 contains 2935 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Mstep: Class 101 contains 21448 members 
Entering Unmasked Estep 
Score: -212296416.000000 Penalty: 362902.031250
Splitting cluster 79 changes total score from -212298720.000000 to -212296416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -180114.500000 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -180114.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -177720.093750 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -177720.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178154.093750 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -178154.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178257.796875 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -178257.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178311.265625 Penalty: 3681.200684
	Iteration 3Q: 3 clusters Score -178311.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178344.703125 Penalty: 3681.200684
	Iteration 4Q: 3 clusters Score -178344.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178362.656250 Penalty: 3681.200684
	Iteration 5Q: 3 clusters Score -178362.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178376.531250 Penalty: 3681.200684
	Iteration 6Q: 3 clusters Score -178376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -178396.640625 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -178396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -178418.968750 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -178419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178440.093750 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -178440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178456.171875 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -178456.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178476.859375 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -178476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -178499.750000 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -178499.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178516.156250 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -178516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178539.265625 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -178539.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -178574.671875 Penalty: 3681.200684
	Iteration 15Q: 3 clusters Score -178574.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178607.171875 Penalty: 3681.200684
	Iteration 16Q: 3 clusters Score -178607.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178633.187500 Penalty: 3681.200684
	Iteration 17Q: 3 clusters Score -178633.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -178655.421875 Penalty: 3681.200684
	Iteration 18Q: 3 clusters Score -178655.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -178673.296875 Penalty: 3681.200684
	Iteration 19Q: 3 clusters Score -178673.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178695.828125 Penalty: 3681.200684
	Iteration 20F: 3 clusters Score -178695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178713.218750 Penalty: 3681.200684
	Iteration 21Q: 3 clusters Score -178713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178721.437500 Penalty: 3681.200684
	Iteration 22Q: 3 clusters Score -178721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178726.875000 Penalty: 3681.200684
	Iteration 23Q: 3 clusters Score -178726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178734.046875 Penalty: 3681.200684
	Iteration 24Q: 3 clusters Score -178734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178740.890625 Penalty: 3681.200684
	Iteration 25Q: 3 clusters Score -178740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178746.906250 Penalty: 3681.200684
	Iteration 26Q: 3 clusters Score -178746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178749.140625 Penalty: 3681.200684
	Iteration 27Q: 3 clusters Score -178749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178753.281250 Penalty: 3681.200684
	Iteration 28Q: 3 clusters Score -178753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178759.187500 Penalty: 3681.200684
	Iteration 29Q: 3 clusters Score -178759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178767.312500 Penalty: 3681.200684
	Iteration 30Q: 3 clusters Score -178767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178772.625000 Penalty: 3681.200684
	Iteration 31Q: 3 clusters Score -178772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178775.453125 Penalty: 3681.200684
	Iteration 32Q: 3 clusters Score -178775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178777.375000 Penalty: 3681.200684
	Iteration 33Q: 3 clusters Score -178777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178780.484375 Penalty: 3681.200684
	Iteration 34Q: 3 clusters Score -178780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178780.750000 Penalty: 3681.200684
	Iteration 35Q: 3 clusters Score -178780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178780.750000 Penalty: 3681.200684
	Iteration 36F: 3 clusters Score -178780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -271008.375000 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -271008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -268132.062500 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -268132.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268645.343750 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -268645.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -268789.625000 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -268789.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -268892.218750 Penalty: 3861.098877
	Iteration 3Q: 3 clusters Score -268892.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268966.156250 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -268966.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269029.875000 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -269029.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269075.281250 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -269075.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -269122.531250 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -269122.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -269153.000000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -269153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -269191.625000 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -269191.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -269232.062500 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -269232.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269279.406250 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -269279.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -269313.031250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -269313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269340.687500 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -269340.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -269366.437500 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -269366.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -269389.000000 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -269389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -269403.781250 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -269403.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -269425.875000 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -269425.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269438.000000 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -269438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -269446.625000 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -269446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -269455.187500 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -269455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -269459.250000 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -269459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -269464.375000 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -269464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269467.781250 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -269467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269471.718750 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -269471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -269474.812500 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -269474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -269478.437500 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -269478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269484.968750 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -269485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269490.125000 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -269490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269494.875000 Penalty: 3861.098877
	Iteration 29Q: 3 clusters Score -269494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269498.156250 Penalty: 3861.098877
	Iteration 30Q: 3 clusters Score -269498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269501.531250 Penalty: 3861.098877
	Iteration 31Q: 3 clusters Score -269501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269505.906250 Penalty: 3861.098877
	Iteration 32Q: 3 clusters Score -269505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269509.281250 Penalty: 3861.098877
	Iteration 33Q: 3 clusters Score -269509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269510.687500 Penalty: 3861.098877
	Iteration 34Q: 3 clusters Score -269510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269515.375000 Penalty: 3861.098877
	Iteration 35Q: 3 clusters Score -269515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269522.593750 Penalty: 3861.098877
	Iteration 36Q: 3 clusters Score -269522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269531.156250 Penalty: 3861.098877
	Iteration 37Q: 3 clusters Score -269531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269539.343750 Penalty: 3861.098877
	Iteration 38Q: 3 clusters Score -269539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -269546.281250 Penalty: 3861.098877
	Iteration 39Q: 3 clusters Score -269546.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269550.031250 Penalty: 3861.098877
	Iteration 40F: 3 clusters Score -269550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269552.562500 Penalty: 3861.098877
	Iteration 41Q: 3 clusters Score -269552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -269553.312500 Penalty: 3861.098877
	Iteration 42Q: 3 clusters Score -269553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269556.812500 Penalty: 3861.098877
	Iteration 43Q: 3 clusters Score -269556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269558.718750 Penalty: 3861.098877
	Iteration 44Q: 3 clusters Score -269558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269563.875000 Penalty: 3861.098877
	Iteration 45Q: 3 clusters Score -269563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -269567.093750 Penalty: 3861.098877
	Iteration 46Q: 3 clusters Score -269567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269570.468750 Penalty: 3861.098877
	Iteration 47Q: 3 clusters Score -269570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269571.312500 Penalty: 3861.098877
	Iteration 48Q: 3 clusters Score -269571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269571.312500 Penalty: 3861.098877
	Iteration 49F: 3 clusters Score -269571.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -254070.031250 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -254070 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 1180 members 
Entering Unmasked Estep 
Score: -251260.875000 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -251260.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251802.078125 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -251802.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -251949.218750 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -251949.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -252030.171875 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -252030.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -252071.500000 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -252071.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -252117.625000 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -252117.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -252148.984375 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -252149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -252170.171875 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -252170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -252182.890625 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -252182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -252190.375000 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -252190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -252192.484375 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -252192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -252196.218750 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -252196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -252197.625000 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -252197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -252198.921875 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -252198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -252199.296875 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -252199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252199.875000 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -252199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252199.875000 Penalty: 3835.037598
	Iteration 16F: 3 clusters Score -252199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (13372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Entering Unmasked Estep 
Score: -1384555.250000 Penalty: 2356.227783
	Iteration 0F: 2 clusters Score -1384555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1374737.500000 Penalty: 4712.455566
	Iteration 0F: 3 clusters Score -1374738 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1378134.500000 Penalty: 4712.455566
	Iteration 1F: 3 clusters Score -1378134 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1378828.625000 Penalty: 4712.455566
	Iteration 2F: 3 clusters Score -1378829 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1379422.625000 Penalty: 4712.455566
	Iteration 3F: 3 clusters Score -1379423 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1379925.000000 Penalty: 4712.455566
	Iteration 4F: 3 clusters Score -1379925 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1380294.375000 Penalty: 4712.455566
	Iteration 5F: 3 clusters Score -1380294 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1380578.125000 Penalty: 4712.455566
	Iteration 6Q: 3 clusters Score -1380578 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1380810.625000 Penalty: 4712.455566
	Iteration 7Q: 3 clusters Score -1380811 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1381000.125000 Penalty: 4712.455566
	Iteration 8Q: 3 clusters Score -1381000 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1381162.875000 Penalty: 4712.455566
	Iteration 9Q: 3 clusters Score -1381163 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1381305.875000 Penalty: 4712.455566
	Iteration 10Q: 3 clusters Score -1381306 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1381417.375000 Penalty: 4712.455566
	Iteration 11Q: 3 clusters Score -1381417 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1381531.750000 Penalty: 4712.455566
	Iteration 12Q: 3 clusters Score -1381532 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1381621.000000 Penalty: 4712.455566
	Iteration 13Q: 3 clusters Score -1381621 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1381715.500000 Penalty: 4712.455566
	Iteration 14Q: 3 clusters Score -1381716 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1381808.000000 Penalty: 4712.455566
	Iteration 15Q: 3 clusters Score -1381808 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1381885.875000 Penalty: 4712.455566
	Iteration 16Q: 3 clusters Score -1381886 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1381967.375000 Penalty: 4712.455566
	Iteration 17Q: 3 clusters Score -1381967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1382032.500000 Penalty: 4712.455566
	Iteration 18Q: 3 clusters Score -1382032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1382095.375000 Penalty: 4712.455566
	Iteration 19Q: 3 clusters Score -1382095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1382136.625000 Penalty: 4712.455566
	Iteration 20F: 3 clusters Score -1382137 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1382178.750000 Penalty: 4712.455566
	Iteration 21Q: 3 clusters Score -1382179 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1382209.250000 Penalty: 4712.455566
	Iteration 22Q: 3 clusters Score -1382209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1382242.000000 Penalty: 4712.455566
	Iteration 23Q: 3 clusters Score -1382242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1382272.125000 Penalty: 4712.455566
	Iteration 24Q: 3 clusters Score -1382272 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1382304.375000 Penalty: 4712.455566
	Iteration 25Q: 3 clusters Score -1382304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1382342.250000 Penalty: 4712.455566
	Iteration 26Q: 3 clusters Score -1382342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1382379.500000 Penalty: 4712.455566
	Iteration 27Q: 3 clusters Score -1382380 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1382429.000000 Penalty: 4712.455566
	Iteration 28Q: 3 clusters Score -1382429 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1382481.250000 Penalty: 4712.455566
	Iteration 29Q: 3 clusters Score -1382481 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1382533.375000 Penalty: 4712.455566
	Iteration 30Q: 3 clusters Score -1382533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1382574.000000 Penalty: 4712.455566
	Iteration 31Q: 3 clusters Score -1382574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1382601.375000 Penalty: 4712.455566
	Iteration 32Q: 3 clusters Score -1382601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1382620.000000 Penalty: 4712.455566
	Iteration 33Q: 3 clusters Score -1382620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1382645.875000 Penalty: 4712.455566
	Iteration 34Q: 3 clusters Score -1382646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1382662.750000 Penalty: 4712.455566
	Iteration 35Q: 3 clusters Score -1382663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1382690.000000 Penalty: 4712.455566
	Iteration 36Q: 3 clusters Score -1382690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1382718.250000 Penalty: 4712.455566
	Iteration 37Q: 3 clusters Score -1382718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1382753.750000 Penalty: 4712.455566
	Iteration 38Q: 3 clusters Score -1382754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1382786.375000 Penalty: 4712.455566
	Iteration 39Q: 3 clusters Score -1382786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1382813.500000 Penalty: 4712.455566
	Iteration 40F: 3 clusters Score -1382814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1382842.250000 Penalty: 4712.455566
	Iteration 41Q: 3 clusters Score -1382842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1382864.875000 Penalty: 4712.455566
	Iteration 42Q: 3 clusters Score -1382865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1382884.500000 Penalty: 4712.455566
	Iteration 43Q: 3 clusters Score -1382884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1382896.000000 Penalty: 4712.455566
	Iteration 44Q: 3 clusters Score -1382896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1382903.500000 Penalty: 4712.455566
	Iteration 45Q: 3 clusters Score -1382904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1382915.000000 Penalty: 4712.455566
	Iteration 46Q: 3 clusters Score -1382915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1382917.625000 Penalty: 4712.455566
	Iteration 47Q: 3 clusters Score -1382918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1382921.875000 Penalty: 4712.455566
	Iteration 48Q: 3 clusters Score -1382922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1382929.375000 Penalty: 4712.455566
	Iteration 49Q: 3 clusters Score -1382929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1382934.500000 Penalty: 4712.455566
	Iteration 50Q: 3 clusters Score -1382934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1382935.000000 Penalty: 4712.455566
	Iteration 51Q: 3 clusters Score -1382935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1382938.500000 Penalty: 4712.455566
	Iteration 52Q: 3 clusters Score -1382938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1382945.500000 Penalty: 4712.455566
	Iteration 53Q: 3 clusters Score -1382946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1382951.000000 Penalty: 4712.455566
	Iteration 54Q: 3 clusters Score -1382951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1382951.875000 Penalty: 4712.455566
	Iteration 55Q: 3 clusters Score -1382952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1382959.625000 Penalty: 4712.455566
	Iteration 56Q: 3 clusters Score -1382960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1382967.250000 Penalty: 4712.455566
	Iteration 57Q: 3 clusters Score -1382967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1382967.125000 Penalty: 4712.455566
	Iteration 58Q: 3 clusters Score -1382967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1382967.750000 Penalty: 4712.455566
	Iteration 59Q: 3 clusters Score -1382968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1382969.375000 Penalty: 4712.455566
	Iteration 60F: 3 clusters Score -1382969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1382969.750000 Penalty: 4712.455566
	Iteration 61Q: 3 clusters Score -1382970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1382970.125000 Penalty: 4712.455566
	Iteration 62Q: 3 clusters Score -1382970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1382970.125000 Penalty: 4712.455566
	Iteration 63F: 3 clusters Score -1382970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -153937.156250 Penalty: 1846.753174
	Iteration 0F: 2 clusters Score -153937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -151526.343750 Penalty: 3693.506348
	Iteration 0F: 3 clusters Score -151526.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152092.343750 Penalty: 3693.506348
	Iteration 1F: 3 clusters Score -152092.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152330.750000 Penalty: 3693.506348
	Iteration 2F: 3 clusters Score -152330.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152506.406250 Penalty: 3693.506348
	Iteration 3F: 3 clusters Score -152506.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -152673.968750 Penalty: 3693.506348
	Iteration 4F: 3 clusters Score -152674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152801.250000 Penalty: 3693.506348
	Iteration 5Q: 3 clusters Score -152801.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -152889.265625 Penalty: 3693.506348
	Iteration 6Q: 3 clusters Score -152889.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152931.781250 Penalty: 3693.506348
	Iteration 7Q: 3 clusters Score -152931.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152969.265625 Penalty: 3693.506348
	Iteration 8Q: 3 clusters Score -152969.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152996.078125 Penalty: 3693.506348
	Iteration 9Q: 3 clusters Score -152996.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -153017.218750 Penalty: 3693.506348
	Iteration 10Q: 3 clusters Score -153017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -153025.656250 Penalty: 3693.506348
	Iteration 11Q: 3 clusters Score -153025.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -153036.078125 Penalty: 3693.506348
	Iteration 12Q: 3 clusters Score -153036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -153042.984375 Penalty: 3693.506348
	Iteration 13Q: 3 clusters Score -153043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153049.718750 Penalty: 3693.506348
	Iteration 14Q: 3 clusters Score -153049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -153058.937500 Penalty: 3693.506348
	Iteration 15Q: 3 clusters Score -153058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153060.031250 Penalty: 3693.506348
	Iteration 16Q: 3 clusters Score -153060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153061.859375 Penalty: 3693.506348
	Iteration 17Q: 3 clusters Score -153061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153062.125000 Penalty: 3693.506348
	Iteration 18Q: 3 clusters Score -153062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153062.125000 Penalty: 3693.506348
	Iteration 19F: 3 clusters Score -153062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -664567.687500 Penalty: 2161.741455
	Iteration 0F: 2 clusters Score -664567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -659344.125000 Penalty: 4323.482910
	Iteration 0F: 3 clusters Score -659344.1 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -660838.562500 Penalty: 4323.482910
	Iteration 1F: 3 clusters Score -660838.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -661150.562500 Penalty: 4323.482910
	Iteration 2F: 3 clusters Score -661150.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -661369.687500 Penalty: 4323.482910
	Iteration 3F: 3 clusters Score -661369.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -661569.562500 Penalty: 4323.482910
	Iteration 4Q: 3 clusters Score -661569.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -661773.937500 Penalty: 4323.482910
	Iteration 5Q: 3 clusters Score -661773.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -661986.062500 Penalty: 4323.482910
	Iteration 6Q: 3 clusters Score -661986.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -662213.437500 Penalty: 4323.482910
	Iteration 7Q: 3 clusters Score -662213.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -662457.000000 Penalty: 4323.482910
	Iteration 8Q: 3 clusters Score -662457 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -662656.312500 Penalty: 4323.482910
	Iteration 9Q: 3 clusters Score -662656.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -662867.312500 Penalty: 4323.482910
	Iteration 10Q: 3 clusters Score -662867.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -663037.937500 Penalty: 4323.482910
	Iteration 11Q: 3 clusters Score -663037.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -663167.312500 Penalty: 4323.482910
	Iteration 12Q: 3 clusters Score -663167.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -663282.312500 Penalty: 4323.482910
	Iteration 13Q: 3 clusters Score -663282.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -663361.625000 Penalty: 4323.482910
	Iteration 14Q: 3 clusters Score -663361.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -663414.500000 Penalty: 4323.482910
	Iteration 15Q: 3 clusters Score -663414.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -663456.937500 Penalty: 4323.482910
	Iteration 16Q: 3 clusters Score -663456.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -663478.812500 Penalty: 4323.482910
	Iteration 17Q: 3 clusters Score -663478.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -663496.062500 Penalty: 4323.482910
	Iteration 18Q: 3 clusters Score -663496.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -663510.937500 Penalty: 4323.482910
	Iteration 19Q: 3 clusters Score -663510.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -663527.000000 Penalty: 4323.482910
	Iteration 20F: 3 clusters Score -663527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -663538.250000 Penalty: 4323.482910
	Iteration 21Q: 3 clusters Score -663538.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -663541.875000 Penalty: 4323.482910
	Iteration 22Q: 3 clusters Score -663541.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -663548.312500 Penalty: 4323.482910
	Iteration 23Q: 3 clusters Score -663548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -663548.875000 Penalty: 4323.482910
	Iteration 24Q: 3 clusters Score -663548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -663551.312500 Penalty: 4323.482910
	Iteration 25Q: 3 clusters Score -663551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -663553.437500 Penalty: 4323.482910
	Iteration 26Q: 3 clusters Score -663553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -663553.062500 Penalty: 4323.482910
	Iteration 27Q: 3 clusters Score -663553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -663551.812500 Penalty: 4323.482910
	Iteration 28Q: 3 clusters Score -663551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -663551.812500 Penalty: 4323.482910
	Iteration 29F: 3 clusters Score -663551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -757213.375000 Penalty: 2186.211670
	Iteration 0F: 2 clusters Score -757213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -751602.812500 Penalty: 4372.423340
	Iteration 0F: 3 clusters Score -751602.8 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -753184.062500 Penalty: 4372.423340
	Iteration 1F: 3 clusters Score -753184.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -753482.625000 Penalty: 4372.423340
	Iteration 2F: 3 clusters Score -753482.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -753698.312500 Penalty: 4372.423340
	Iteration 3F: 3 clusters Score -753698.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -753866.000000 Penalty: 4372.423340
	Iteration 4Q: 3 clusters Score -753866 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -754017.187500 Penalty: 4372.423340
	Iteration 5Q: 3 clusters Score -754017.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -754171.187500 Penalty: 4372.423340
	Iteration 6Q: 3 clusters Score -754171.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -754322.187500 Penalty: 4372.423340
	Iteration 7Q: 3 clusters Score -754322.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -754492.687500 Penalty: 4372.423340
	Iteration 8Q: 3 clusters Score -754492.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -754672.875000 Penalty: 4372.423340
	Iteration 9Q: 3 clusters Score -754672.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -754839.687500 Penalty: 4372.423340
	Iteration 10Q: 3 clusters Score -754839.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -754990.312500 Penalty: 4372.423340
	Iteration 11Q: 3 clusters Score -754990.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -755097.937500 Penalty: 4372.423340
	Iteration 12Q: 3 clusters Score -755097.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -755199.312500 Penalty: 4372.423340
	Iteration 13Q: 3 clusters Score -755199.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -755293.125000 Penalty: 4372.423340
	Iteration 14Q: 3 clusters Score -755293.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -755358.687500 Penalty: 4372.423340
	Iteration 15Q: 3 clusters Score -755358.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -755410.062500 Penalty: 4372.423340
	Iteration 16Q: 3 clusters Score -755410.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -755437.000000 Penalty: 4372.423340
	Iteration 17Q: 3 clusters Score -755437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -755453.625000 Penalty: 4372.423340
	Iteration 18Q: 3 clusters Score -755453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -755471.187500 Penalty: 4372.423340
	Iteration 19Q: 3 clusters Score -755471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -755481.125000 Penalty: 4372.423340
	Iteration 20F: 3 clusters Score -755481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -755487.562500 Penalty: 4372.423340
	Iteration 21Q: 3 clusters Score -755487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -755491.937500 Penalty: 4372.423340
	Iteration 22Q: 3 clusters Score -755491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -755492.375000 Penalty: 4372.423340
	Iteration 23Q: 3 clusters Score -755492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -755493.875000 Penalty: 4372.423340
	Iteration 24Q: 3 clusters Score -755493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -755494.437500 Penalty: 4372.423340
	Iteration 25Q: 3 clusters Score -755494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -755496.062500 Penalty: 4372.423340
	Iteration 26Q: 3 clusters Score -755496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -755496.500000 Penalty: 4372.423340
	Iteration 27Q: 3 clusters Score -755496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -755498.312500 Penalty: 4372.423340
	Iteration 28Q: 3 clusters Score -755498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -755498.625000 Penalty: 4372.423340
	Iteration 29Q: 3 clusters Score -755498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -755500.687500 Penalty: 4372.423340
	Iteration 30Q: 3 clusters Score -755500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -755500.687500 Penalty: 4372.423340
	Iteration 31F: 3 clusters Score -755500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -340943.937500 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -340943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337663.156250 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -337663.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -338348.531250 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -338348.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -338566.781250 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -338566.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -338713.437500 Penalty: 3985.979980
	Iteration 3F: 3 clusters Score -338713.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -338850.156250 Penalty: 3985.979980
	Iteration 4Q: 3 clusters Score -338850.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -338998.781250 Penalty: 3985.979980
	Iteration 5Q: 3 clusters Score -338998.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -339141.687500 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -339141.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -339230.906250 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -339230.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -339294.781250 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -339294.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -339348.500000 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -339348.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -339399.343750 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -339399.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -339432.968750 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -339433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -339457.562500 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -339457.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -339482.406250 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -339482.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -339501.406250 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -339501.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -339515.562500 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -339515.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -339536.031250 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -339536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -339552.031250 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -339552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -339569.187500 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -339569.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -339589.531250 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -339589.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -339606.187500 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -339606.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -339624.718750 Penalty: 3985.979980
	Iteration 21Q: 3 clusters Score -339624.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -339642.250000 Penalty: 3985.979980
	Iteration 22Q: 3 clusters Score -339642.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -339653.531250 Penalty: 3985.979980
	Iteration 23Q: 3 clusters Score -339653.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -339659.156250 Penalty: 3985.979980
	Iteration 24Q: 3 clusters Score -339659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -339665.781250 Penalty: 3985.979980
	Iteration 25Q: 3 clusters Score -339665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -339675.937500 Penalty: 3985.979980
	Iteration 26Q: 3 clusters Score -339675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -339685.250000 Penalty: 3985.979980
	Iteration 27Q: 3 clusters Score -339685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339691.250000 Penalty: 3985.979980
	Iteration 28Q: 3 clusters Score -339691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -339698.437500 Penalty: 3985.979980
	Iteration 29Q: 3 clusters Score -339698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -339704.468750 Penalty: 3985.979980
	Iteration 30Q: 3 clusters Score -339704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -339714.656250 Penalty: 3985.979980
	Iteration 31Q: 3 clusters Score -339714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -339719.750000 Penalty: 3985.979980
	Iteration 32Q: 3 clusters Score -339719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -339723.250000 Penalty: 3985.979980
	Iteration 33Q: 3 clusters Score -339723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -339726.093750 Penalty: 3985.979980
	Iteration 34Q: 3 clusters Score -339726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -339728.625000 Penalty: 3985.979980
	Iteration 35Q: 3 clusters Score -339728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -339730.968750 Penalty: 3985.979980
	Iteration 36Q: 3 clusters Score -339731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -339734.562500 Penalty: 3985.979980
	Iteration 37Q: 3 clusters Score -339734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -339737.593750 Penalty: 3985.979980
	Iteration 38Q: 3 clusters Score -339737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -339740.375000 Penalty: 3985.979980
	Iteration 39Q: 3 clusters Score -339740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -339742.531250 Penalty: 3985.979980
	Iteration 40F: 3 clusters Score -339742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -339743.781250 Penalty: 3985.979980
	Iteration 41Q: 3 clusters Score -339743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -339744.593750 Penalty: 3985.979980
	Iteration 42Q: 3 clusters Score -339744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -339745.781250 Penalty: 3985.979980
	Iteration 43Q: 3 clusters Score -339745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339745.625000 Penalty: 3985.979980
	Iteration 44Q: 3 clusters Score -339745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339745.625000 Penalty: 3985.979980
	Iteration 45F: 3 clusters Score -339745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -91435.804688 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -91435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89630.375000 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -89630.38 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89869.007812 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -89869.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89930.593750 Penalty: 3337.399902
	Iteration 2Q: 3 clusters Score -89930.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89984.257812 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -89984.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90002.398438 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -90002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90007.804688 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -90007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90012.460938 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -90012.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90022.437500 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -90022.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90028.718750 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -90028.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90033.554688 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -90033.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90036.765625 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -90036.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90037.718750 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -90037.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90038.406250 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -90038.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90038.835938 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -90038.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90038.835938 Penalty: 3337.399902
	Iteration 14F: 3 clusters Score -90038.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -261992.093750 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -261992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -259163.312500 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -259163.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -259710.906250 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -259710.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -259850.593750 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -259850.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -259947.406250 Penalty: 3847.285156
	Iteration 3Q: 3 clusters Score -259947.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -260002.406250 Penalty: 3847.285156
	Iteration 4Q: 3 clusters Score -260002.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260035.406250 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -260035.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260055.906250 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -260055.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -260072.640625 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -260072.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -260090.718750 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -260090.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -260102.375000 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -260102.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -260107.546875 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -260107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -260111.171875 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -260111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -260112.234375 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -260112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -260113.187500 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -260113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -260114.109375 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -260114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -260116.203125 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -260116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -260118.859375 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -260118.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260124.109375 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -260124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -260126.390625 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -260126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -260128.578125 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -260128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -260129.515625 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -260129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -260130.046875 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -260130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -260130.500000 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -260130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260131.140625 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -260131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -260131.718750 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -260131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -260132.328125 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -260132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260133.015625 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -260133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -260133.375000 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -260133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -260133.375000 Penalty: 3847.285156
	Iteration 28F: 3 clusters Score -260133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -910766.437500 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -910766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -903229.437500 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -903229.4 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -905937.000000 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -905937 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -906644.125000 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -906644.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -907140.875000 Penalty: 4568.279297
	Iteration 3F: 3 clusters Score -907140.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -907516.375000 Penalty: 4568.279297
	Iteration 4F: 3 clusters Score -907516.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -907814.062500 Penalty: 4568.279297
	Iteration 5Q: 3 clusters Score -907814.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -908042.187500 Penalty: 4568.279297
	Iteration 6Q: 3 clusters Score -908042.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -908228.000000 Penalty: 4568.279297
	Iteration 7Q: 3 clusters Score -908228 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -908379.875000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -908379.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -908506.437500 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -908506.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -908621.687500 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -908621.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -908721.375000 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -908721.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -908841.062500 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -908841.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -908948.062500 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -908948.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -909045.812500 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -909045.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -909148.687500 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -909148.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -909230.750000 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -909230.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -909291.687500 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -909291.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -909341.875000 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -909341.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -909395.875000 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -909395.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -909438.375000 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -909438.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -909472.312500 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -909472.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -909494.125000 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -909494.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -909509.750000 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -909509.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -909522.062500 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -909522.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -909532.187500 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -909532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -909539.375000 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -909539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -909542.312500 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -909542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -909546.625000 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -909546.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -909551.687500 Penalty: 4568.279297
	Iteration 29Q: 3 clusters Score -909551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -909556.375000 Penalty: 4568.279297
	Iteration 30Q: 3 clusters Score -909556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -909560.125000 Penalty: 4568.279297
	Iteration 31Q: 3 clusters Score -909560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -909565.875000 Penalty: 4568.279297
	Iteration 32Q: 3 clusters Score -909565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -909569.562500 Penalty: 4568.279297
	Iteration 33Q: 3 clusters Score -909569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -909569.812500 Penalty: 4568.279297
	Iteration 34Q: 3 clusters Score -909569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -909570.062500 Penalty: 4568.279297
	Iteration 35Q: 3 clusters Score -909570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -909570.625000 Penalty: 4568.279297
	Iteration 36Q: 3 clusters Score -909570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -909570.187500 Penalty: 4568.279297
	Iteration 37Q: 3 clusters Score -909570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -909570.875000 Penalty: 4568.279297
	Iteration 38Q: 3 clusters Score -909570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -909572.125000 Penalty: 4568.279297
	Iteration 39Q: 3 clusters Score -909572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -909572.125000 Penalty: 4568.279297
	Iteration 40F: 3 clusters Score -909572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -267128.281250 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -267128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -263914.281250 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -263914.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -264771.281250 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -264771.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -265085.625000 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -265085.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -265293.531250 Penalty: 3960.293457
	Iteration 3F: 3 clusters Score -265293.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -265444.000000 Penalty: 3960.293457
	Iteration 4F: 3 clusters Score -265444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -265560.812500 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -265560.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -265669.250000 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -265669.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -265763.312500 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -265763.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -265831.437500 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -265831.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -265876.906250 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -265876.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -265920.687500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -265920.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -265946.250000 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -265946.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -265968.937500 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -265968.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -265982.218750 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -265982.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -265992.625000 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -265992.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -266000.125000 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -266000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -266006.718750 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -266006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -266009.375000 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -266009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -266011.593750 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -266011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -266012.906250 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -266012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266015.218750 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -266015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -266018.843750 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -266018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -266021.218750 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -266021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266024.437500 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -266024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -266028.812500 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -266028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266030.437500 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -266030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266031.218750 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -266031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -266031.437500 Penalty: 3960.293457
	Iteration 27Q: 3 clusters Score -266031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -266031.437500 Penalty: 3960.293457
	Iteration 28F: 3 clusters Score -266031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -618687.250000 Penalty: 2136.576172
	Iteration 0F: 2 clusters Score -618687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -613821.000000 Penalty: 4273.152344
	Iteration 0F: 3 clusters Score -613821 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -615044.187500 Penalty: 4273.152344
	Iteration 1F: 3 clusters Score -615044.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -615273.687500 Penalty: 4273.152344
	Iteration 2F: 3 clusters Score -615273.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -615420.875000 Penalty: 4273.152344
	Iteration 3Q: 3 clusters Score -615420.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -615559.187500 Penalty: 4273.152344
	Iteration 4Q: 3 clusters Score -615559.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -615673.500000 Penalty: 4273.152344
	Iteration 5Q: 3 clusters Score -615673.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -615772.062500 Penalty: 4273.152344
	Iteration 6Q: 3 clusters Score -615772.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -615881.062500 Penalty: 4273.152344
	Iteration 7Q: 3 clusters Score -615881.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -615963.000000 Penalty: 4273.152344
	Iteration 8Q: 3 clusters Score -615963 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -616039.187500 Penalty: 4273.152344
	Iteration 9Q: 3 clusters Score -616039.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -616114.000000 Penalty: 4273.152344
	Iteration 10Q: 3 clusters Score -616114 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -616203.437500 Penalty: 4273.152344
	Iteration 11Q: 3 clusters Score -616203.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -616289.375000 Penalty: 4273.152344
	Iteration 12Q: 3 clusters Score -616289.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -616401.000000 Penalty: 4273.152344
	Iteration 13Q: 3 clusters Score -616401 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -616504.625000 Penalty: 4273.152344
	Iteration 14Q: 3 clusters Score -616504.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -616623.000000 Penalty: 4273.152344
	Iteration 15Q: 3 clusters Score -616623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -616773.875000 Penalty: 4273.152344
	Iteration 16Q: 3 clusters Score -616773.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -616917.250000 Penalty: 4273.152344
	Iteration 17Q: 3 clusters Score -616917.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -617023.437500 Penalty: 4273.152344
	Iteration 18Q: 3 clusters Score -617023.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -617090.187500 Penalty: 4273.152344
	Iteration 19Q: 3 clusters Score -617090.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -617129.375000 Penalty: 4273.152344
	Iteration 20F: 3 clusters Score -617129.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -617156.375000 Penalty: 4273.152344
	Iteration 21Q: 3 clusters Score -617156.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -617171.312500 Penalty: 4273.152344
	Iteration 22Q: 3 clusters Score -617171.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -617186.000000 Penalty: 4273.152344
	Iteration 23Q: 3 clusters Score -617186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -617198.562500 Penalty: 4273.152344
	Iteration 24Q: 3 clusters Score -617198.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -617207.750000 Penalty: 4273.152344
	Iteration 25Q: 3 clusters Score -617207.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -617217.625000 Penalty: 4273.152344
	Iteration 26Q: 3 clusters Score -617217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -617220.812500 Penalty: 4273.152344
	Iteration 27Q: 3 clusters Score -617220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617223.812500 Penalty: 4273.152344
	Iteration 28Q: 3 clusters Score -617223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -617223.562500 Penalty: 4273.152344
	Iteration 29Q: 3 clusters Score -617223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -617228.687500 Penalty: 4273.152344
	Iteration 30Q: 3 clusters Score -617228.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -617230.062500 Penalty: 4273.152344
	Iteration 31Q: 3 clusters Score -617230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -617231.062500 Penalty: 4273.152344
	Iteration 32Q: 3 clusters Score -617231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -617232.312500 Penalty: 4273.152344
	Iteration 33Q: 3 clusters Score -617232.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617234.187500 Penalty: 4273.152344
	Iteration 34Q: 3 clusters Score -617234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617235.750000 Penalty: 4273.152344
	Iteration 35Q: 3 clusters Score -617235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617237.375000 Penalty: 4273.152344
	Iteration 36Q: 3 clusters Score -617237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -617237.187500 Penalty: 4273.152344
	Iteration 37Q: 3 clusters Score -617237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -617238.312500 Penalty: 4273.152344
	Iteration 38Q: 3 clusters Score -617238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -617238.125000 Penalty: 4273.152344
	Iteration 39Q: 3 clusters Score -617238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617239.250000 Penalty: 4273.152344
	Iteration 40F: 3 clusters Score -617239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -211285.234375 Penalty: 1887.368774
	Iteration 0F: 2 clusters Score -211285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -208702.234375 Penalty: 3774.737549
	Iteration 0F: 3 clusters Score -208702.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -209216.921875 Penalty: 3774.737549
	Iteration 1F: 3 clusters Score -209216.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -209338.359375 Penalty: 3774.737549
	Iteration 2F: 3 clusters Score -209338.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -209428.703125 Penalty: 3774.737549
	Iteration 3Q: 3 clusters Score -209428.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -209474.734375 Penalty: 3774.737549
	Iteration 4Q: 3 clusters Score -209474.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -209509.593750 Penalty: 3774.737549
	Iteration 5Q: 3 clusters Score -209509.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -209526.562500 Penalty: 3774.737549
	Iteration 6Q: 3 clusters Score -209526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -209533.000000 Penalty: 3774.737549
	Iteration 7Q: 3 clusters Score -209533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209538.703125 Penalty: 3774.737549
	Iteration 8Q: 3 clusters Score -209538.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -209544.531250 Penalty: 3774.737549
	Iteration 9Q: 3 clusters Score -209544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -209548.078125 Penalty: 3774.737549
	Iteration 10Q: 3 clusters Score -209548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -209551.843750 Penalty: 3774.737549
	Iteration 11Q: 3 clusters Score -209551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -209555.843750 Penalty: 3774.737549
	Iteration 12Q: 3 clusters Score -209555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -209560.265625 Penalty: 3774.737549
	Iteration 13Q: 3 clusters Score -209560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -209563.500000 Penalty: 3774.737549
	Iteration 14Q: 3 clusters Score -209563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -209565.640625 Penalty: 3774.737549
	Iteration 15Q: 3 clusters Score -209565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -209568.625000 Penalty: 3774.737549
	Iteration 16Q: 3 clusters Score -209568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -209573.125000 Penalty: 3774.737549
	Iteration 17Q: 3 clusters Score -209573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -209577.437500 Penalty: 3774.737549
	Iteration 18Q: 3 clusters Score -209577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -209578.609375 Penalty: 3774.737549
	Iteration 19Q: 3 clusters Score -209578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -209579.890625 Penalty: 3774.737549
	Iteration 20F: 3 clusters Score -209579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -209580.531250 Penalty: 3774.737549
	Iteration 21Q: 3 clusters Score -209580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -209581.890625 Penalty: 3774.737549
	Iteration 22Q: 3 clusters Score -209581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -209581.890625 Penalty: 3774.737549
	Iteration 23F: 3 clusters Score -209581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (50687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Entering Unmasked Estep 
Score: -5943648.500000 Penalty: 2686.689209
	Iteration 0F: 2 clusters Score -5943648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -5909719.000000 Penalty: 5373.378418
	Iteration 0F: 3 clusters Score -5909719 nChanged 23410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5922931.000000 Penalty: 5373.378418
	Iteration 1F: 3 clusters Score -5922931 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -5923980.000000 Penalty: 5373.378418
	Iteration 2F: 3 clusters Score -5923980 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -5925440.000000 Penalty: 5373.378418
	Iteration 3F: 3 clusters Score -5925440 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5927632.500000 Penalty: 5373.378418
	Iteration 4F: 3 clusters Score -5927632 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5930529.000000 Penalty: 5373.378418
	Iteration 5F: 3 clusters Score -5930529 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -5934074.000000 Penalty: 5373.378418
	Iteration 6F: 3 clusters Score -5934074 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5937323.500000 Penalty: 5373.378418
	Iteration 7F: 3 clusters Score -5937324 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -5939375.500000 Penalty: 5373.378418
	Iteration 8Q: 3 clusters Score -5939376 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -5940384.500000 Penalty: 5373.378418
	Iteration 9Q: 3 clusters Score -5940384 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -5940841.500000 Penalty: 5373.378418
	Iteration 10Q: 3 clusters Score -5940842 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -5941019.500000 Penalty: 5373.378418
	Iteration 11Q: 3 clusters Score -5941020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -5941100.500000 Penalty: 5373.378418
	Iteration 12Q: 3 clusters Score -5941100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -5941165.000000 Penalty: 5373.378418
	Iteration 13Q: 3 clusters Score -5941165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -5941199.000000 Penalty: 5373.378418
	Iteration 14Q: 3 clusters Score -5941199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -5941219.000000 Penalty: 5373.378418
	Iteration 15Q: 3 clusters Score -5941219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -5941248.000000 Penalty: 5373.378418
	Iteration 16Q: 3 clusters Score -5941248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -5941257.000000 Penalty: 5373.378418
	Iteration 17Q: 3 clusters Score -5941257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -5941257.500000 Penalty: 5373.378418
	Iteration 18Q: 3 clusters Score -5941258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -5941263.000000 Penalty: 5373.378418
	Iteration 19Q: 3 clusters Score -5941263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -5941267.000000 Penalty: 5373.378418
	Iteration 20F: 3 clusters Score -5941267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -5941281.500000 Penalty: 5373.378418
	Iteration 21Q: 3 clusters Score -5941282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -5941282.500000 Penalty: 5373.378418
	Iteration 22Q: 3 clusters Score -5941282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -5941291.500000 Penalty: 5373.378418
	Iteration 23Q: 3 clusters Score -5941292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -5941299.000000 Penalty: 5373.378418
	Iteration 24Q: 3 clusters Score -5941299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -5941314.500000 Penalty: 5373.378418
	Iteration 25Q: 3 clusters Score -5941314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -5941320.000000 Penalty: 5373.378418
	Iteration 26Q: 3 clusters Score -5941320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -5941318.500000 Penalty: 5373.378418
	Iteration 27Q: 3 clusters Score -5941318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -5941322.500000 Penalty: 5373.378418
	Iteration 28Q: 3 clusters Score -5941322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -5941327.500000 Penalty: 5373.378418
	Iteration 29Q: 3 clusters Score -5941328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -5941328.500000 Penalty: 5373.378418
	Iteration 30Q: 3 clusters Score -5941328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -5941331.000000 Penalty: 5373.378418
	Iteration 31Q: 3 clusters Score -5941331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -5941331.000000 Penalty: 5373.378418
	Iteration 32F: 3 clusters Score -5941331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -691182.812500 Penalty: 2167.087158
	Iteration 0F: 2 clusters Score -691182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -685914.000000 Penalty: 4334.174316
	Iteration 0F: 3 clusters Score -685914 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -687285.437500 Penalty: 4334.174316
	Iteration 1F: 3 clusters Score -687285.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -687602.125000 Penalty: 4334.174316
	Iteration 2F: 3 clusters Score -687602.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -687901.312500 Penalty: 4334.174316
	Iteration 3F: 3 clusters Score -687901.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -688226.562500 Penalty: 4334.174316
	Iteration 4F: 3 clusters Score -688226.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -688552.687500 Penalty: 4334.174316
	Iteration 5F: 3 clusters Score -688552.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -688795.375000 Penalty: 4334.174316
	Iteration 6F: 3 clusters Score -688795.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -688960.375000 Penalty: 4334.174316
	Iteration 7Q: 3 clusters Score -688960.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -689081.875000 Penalty: 4334.174316
	Iteration 8Q: 3 clusters Score -689081.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -689169.312500 Penalty: 4334.174316
	Iteration 9Q: 3 clusters Score -689169.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -689224.375000 Penalty: 4334.174316
	Iteration 10Q: 3 clusters Score -689224.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -689257.437500 Penalty: 4334.174316
	Iteration 11Q: 3 clusters Score -689257.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -689283.000000 Penalty: 4334.174316
	Iteration 12Q: 3 clusters Score -689283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -689302.562500 Penalty: 4334.174316
	Iteration 13Q: 3 clusters Score -689302.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -689315.625000 Penalty: 4334.174316
	Iteration 14Q: 3 clusters Score -689315.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -689325.812500 Penalty: 4334.174316
	Iteration 15Q: 3 clusters Score -689325.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -689331.750000 Penalty: 4334.174316
	Iteration 16Q: 3 clusters Score -689331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -689338.250000 Penalty: 4334.174316
	Iteration 17Q: 3 clusters Score -689338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -689341.187500 Penalty: 4334.174316
	Iteration 18Q: 3 clusters Score -689341.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -689345.937500 Penalty: 4334.174316
	Iteration 19Q: 3 clusters Score -689345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -689348.875000 Penalty: 4334.174316
	Iteration 20F: 3 clusters Score -689348.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -689351.062500 Penalty: 4334.174316
	Iteration 21Q: 3 clusters Score -689351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -689353.375000 Penalty: 4334.174316
	Iteration 22Q: 3 clusters Score -689353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -689356.812500 Penalty: 4334.174316
	Iteration 23Q: 3 clusters Score -689356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -689358.500000 Penalty: 4334.174316
	Iteration 24Q: 3 clusters Score -689358.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -689360.312500 Penalty: 4334.174316
	Iteration 25Q: 3 clusters Score -689360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -689364.500000 Penalty: 4334.174316
	Iteration 26Q: 3 clusters Score -689364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -689366.187500 Penalty: 4334.174316
	Iteration 27Q: 3 clusters Score -689366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -689366.937500 Penalty: 4334.174316
	Iteration 28Q: 3 clusters Score -689366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -689368.500000 Penalty: 4334.174316
	Iteration 29Q: 3 clusters Score -689368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -689368.625000 Penalty: 4334.174316
	Iteration 30Q: 3 clusters Score -689368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -689369.625000 Penalty: 4334.174316
	Iteration 31Q: 3 clusters Score -689369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -689370.375000 Penalty: 4334.174316
	Iteration 32Q: 3 clusters Score -689370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -689369.750000 Penalty: 4334.174316
	Iteration 33Q: 3 clusters Score -689369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -689370.812500 Penalty: 4334.174316
	Iteration 34Q: 3 clusters Score -689370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -689370.312500 Penalty: 4334.174316
	Iteration 35Q: 3 clusters Score -689370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -689370.312500 Penalty: 4334.174316
	Iteration 36F: 3 clusters Score -689370.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -600618.312500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -600618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -595802.375000 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -595802.4 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -597094.937500 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -597094.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -597464.500000 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -597464.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -597733.812500 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -597733.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -597987.500000 Penalty: 4265.448242
	Iteration 4F: 3 clusters Score -597987.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -598197.812500 Penalty: 4265.448242
	Iteration 5F: 3 clusters Score -598197.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -598380.937500 Penalty: 4265.448242
	Iteration 6Q: 3 clusters Score -598380.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -598529.562500 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -598529.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -598656.312500 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -598656.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -598749.687500 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -598749.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -598808.500000 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -598808.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -598852.750000 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -598852.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -598884.687500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -598884.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -598907.750000 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -598907.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -598924.812500 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -598924.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -598946.375000 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -598946.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -598966.875000 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -598966.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -598985.562500 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -598985.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -599000.125000 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -599000.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -599004.812500 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -599004.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -599010.562500 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -599010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -599013.625000 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -599013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -599014.375000 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -599014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -599016.687500 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -599016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -599017.062500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -599017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -599017.750000 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -599017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -599017.937500 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -599017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -599018.750000 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -599018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -599019.875000 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -599019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -599023.937500 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -599023.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -599026.562500 Penalty: 4265.448242
	Iteration 30Q: 3 clusters Score -599026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -599031.562500 Penalty: 4265.448242
	Iteration 31Q: 3 clusters Score -599031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -599030.875000 Penalty: 4265.448242
	Iteration 32Q: 3 clusters Score -599030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -599032.312500 Penalty: 4265.448242
	Iteration 33Q: 3 clusters Score -599032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -599032.312500 Penalty: 4265.448242
	Iteration 34F: 3 clusters Score -599032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -166954.796875 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -166954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164662.703125 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -164662.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165101.781250 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -165101.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165226.312500 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -165226.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165275.312500 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -165275.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165322.406250 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -165322.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165372.859375 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -165372.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165415.765625 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -165415.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165448.265625 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -165448.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165475.453125 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -165475.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165496.140625 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -165496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165513.640625 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -165513.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165525.796875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -165525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165532.656250 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -165532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165543.562500 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -165543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165556.500000 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -165556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165563.125000 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -165563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165565.812500 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -165565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165575.812500 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -165575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -165596.250000 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -165596.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165616.484375 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -165616.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165628.750000 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -165628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165637.500000 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -165637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -165646.109375 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -165646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165653.937500 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -165653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165657.859375 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -165657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -165658.515625 Penalty: 3641.697266
	Iteration 25Q: 3 clusters Score -165658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -165660.781250 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -165660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -165662.609375 Penalty: 3641.697266
	Iteration 27Q: 3 clusters Score -165662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165662.828125 Penalty: 3641.697266
	Iteration 28Q: 3 clusters Score -165662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165662.828125 Penalty: 3641.697266
	Iteration 29F: 3 clusters Score -165662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -293511.156250 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -293511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -290184.031250 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -290184 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -290988.750000 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -290988.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291283.062500 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -291283.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -291521.781250 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -291521.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -291675.968750 Penalty: 3999.747803
	Iteration 4F: 3 clusters Score -291676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -291789.375000 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -291789.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -291870.093750 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -291870.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291925.812500 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -291925.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291962.187500 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -291962.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291994.187500 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -291994.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -292016.500000 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -292016.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -292031.125000 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -292031.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -292044.531250 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -292044.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -292062.906250 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -292062.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -292081.156250 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -292081.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -292108.437500 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -292108.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292131.406250 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -292131.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -292153.500000 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -292153.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -292171.500000 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -292171.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -292196.437500 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -292196.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -292217.625000 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -292217.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -292232.031250 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -292232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -292243.843750 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -292243.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292250.750000 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -292250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292252.187500 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -292252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -292254.312500 Penalty: 3999.747803
	Iteration 25Q: 3 clusters Score -292254.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -292255.312500 Penalty: 3999.747803
	Iteration 26Q: 3 clusters Score -292255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -292256.812500 Penalty: 3999.747803
	Iteration 27Q: 3 clusters Score -292256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292260.468750 Penalty: 3999.747803
	Iteration 28Q: 3 clusters Score -292260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -292263.750000 Penalty: 3999.747803
	Iteration 29Q: 3 clusters Score -292263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -292265.812500 Penalty: 3999.747803
	Iteration 30Q: 3 clusters Score -292265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -292266.000000 Penalty: 3999.747803
	Iteration 31Q: 3 clusters Score -292266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292267.687500 Penalty: 3999.747803
	Iteration 32Q: 3 clusters Score -292267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -292270.843750 Penalty: 3999.747803
	Iteration 33Q: 3 clusters Score -292270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -292286.375000 Penalty: 3999.747803
	Iteration 34Q: 3 clusters Score -292286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -292294.187500 Penalty: 3999.747803
	Iteration 35Q: 3 clusters Score -292294.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -292302.562500 Penalty: 3999.747803
	Iteration 36Q: 3 clusters Score -292302.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -292314.437500 Penalty: 3999.747803
	Iteration 37Q: 3 clusters Score -292314.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -292325.812500 Penalty: 3999.747803
	Iteration 38Q: 3 clusters Score -292325.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -292334.281250 Penalty: 3999.747803
	Iteration 39Q: 3 clusters Score -292334.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -292341.906250 Penalty: 3999.747803
	Iteration 40F: 3 clusters Score -292341.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -292347.187500 Penalty: 3999.747803
	Iteration 41Q: 3 clusters Score -292347.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -292354.718750 Penalty: 3999.747803
	Iteration 42Q: 3 clusters Score -292354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -292361.875000 Penalty: 3999.747803
	Iteration 43Q: 3 clusters Score -292361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -292369.812500 Penalty: 3999.747803
	Iteration 44Q: 3 clusters Score -292369.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -292375.062500 Penalty: 3999.747803
	Iteration 45Q: 3 clusters Score -292375.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -292386.562500 Penalty: 3999.747803
	Iteration 46Q: 3 clusters Score -292386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -292399.218750 Penalty: 3999.747803
	Iteration 47Q: 3 clusters Score -292399.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -292408.406250 Penalty: 3999.747803
	Iteration 48Q: 3 clusters Score -292408.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292414.843750 Penalty: 3999.747803
	Iteration 49Q: 3 clusters Score -292414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -292422.531250 Penalty: 3999.747803
	Iteration 50Q: 3 clusters Score -292422.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -292432.468750 Penalty: 3999.747803
	Iteration 51Q: 3 clusters Score -292432.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -292441.250000 Penalty: 3999.747803
	Iteration 52Q: 3 clusters Score -292441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -292449.000000 Penalty: 3999.747803
	Iteration 53Q: 3 clusters Score -292449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -292459.406250 Penalty: 3999.747803
	Iteration 54Q: 3 clusters Score -292459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -292468.562500 Penalty: 3999.747803
	Iteration 55Q: 3 clusters Score -292468.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -292478.406250 Penalty: 3999.747803
	Iteration 56Q: 3 clusters Score -292478.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -292485.187500 Penalty: 3999.747803
	Iteration 57Q: 3 clusters Score -292485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -292491.687500 Penalty: 3999.747803
	Iteration 58Q: 3 clusters Score -292491.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -292497.875000 Penalty: 3999.747803
	Iteration 59Q: 3 clusters Score -292497.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -292504.468750 Penalty: 3999.747803
	Iteration 60F: 3 clusters Score -292504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -292511.000000 Penalty: 3999.747803
	Iteration 61Q: 3 clusters Score -292511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -292516.406250 Penalty: 3999.747803
	Iteration 62Q: 3 clusters Score -292516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -292521.250000 Penalty: 3999.747803
	Iteration 63Q: 3 clusters Score -292521.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -292529.343750 Penalty: 3999.747803
	Iteration 64Q: 3 clusters Score -292529.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -292534.968750 Penalty: 3999.747803
	Iteration 65Q: 3 clusters Score -292535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -292536.875000 Penalty: 3999.747803
	Iteration 66Q: 3 clusters Score -292536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -292538.218750 Penalty: 3999.747803
	Iteration 67Q: 3 clusters Score -292538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -292539.000000 Penalty: 3999.747803
	Iteration 68Q: 3 clusters Score -292539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -292539.812500 Penalty: 3999.747803
	Iteration 69Q: 3 clusters Score -292539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -292540.312500 Penalty: 3999.747803
	Iteration 70Q: 3 clusters Score -292540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -292540.937500 Penalty: 3999.747803
	Iteration 71Q: 3 clusters Score -292540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -292541.093750 Penalty: 3999.747803
	Iteration 72Q: 3 clusters Score -292541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -292541.593750 Penalty: 3999.747803
	Iteration 73Q: 3 clusters Score -292541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -292541.281250 Penalty: 3999.747803
	Iteration 74Q: 3 clusters Score -292541.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -292541.281250 Penalty: 3999.747803
	Iteration 75F: 3 clusters Score -292541.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -170127.718750 Penalty: 1829.063354
	Iteration 0F: 2 clusters Score -170127.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -167795.125000 Penalty: 3658.126709
	Iteration 0F: 3 clusters Score -167795.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168270.828125 Penalty: 3658.126709
	Iteration 1F: 3 clusters Score -168270.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168487.265625 Penalty: 3658.126709
	Iteration 2F: 3 clusters Score -168487.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168669.625000 Penalty: 3658.126709
	Iteration 3F: 3 clusters Score -168669.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -168810.453125 Penalty: 3658.126709
	Iteration 4F: 3 clusters Score -168810.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -168886.093750 Penalty: 3658.126709
	Iteration 5Q: 3 clusters Score -168886.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -168938.671875 Penalty: 3658.126709
	Iteration 6Q: 3 clusters Score -168938.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -168969.687500 Penalty: 3658.126709
	Iteration 7Q: 3 clusters Score -168969.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -168999.125000 Penalty: 3658.126709
	Iteration 8Q: 3 clusters Score -168999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -169011.343750 Penalty: 3658.126709
	Iteration 9Q: 3 clusters Score -169011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -169027.250000 Penalty: 3658.126709
	Iteration 10Q: 3 clusters Score -169027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -169047.859375 Penalty: 3658.126709
	Iteration 11Q: 3 clusters Score -169047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -169053.000000 Penalty: 3658.126709
	Iteration 12Q: 3 clusters Score -169053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -169058.171875 Penalty: 3658.126709
	Iteration 13Q: 3 clusters Score -169058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -169062.859375 Penalty: 3658.126709
	Iteration 14Q: 3 clusters Score -169062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -169065.578125 Penalty: 3658.126709
	Iteration 15Q: 3 clusters Score -169065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -169070.437500 Penalty: 3658.126709
	Iteration 16Q: 3 clusters Score -169070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -169075.968750 Penalty: 3658.126709
	Iteration 17Q: 3 clusters Score -169076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -169079.218750 Penalty: 3658.126709
	Iteration 18Q: 3 clusters Score -169079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -169079.687500 Penalty: 3658.126709
	Iteration 19Q: 3 clusters Score -169079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -169079.687500 Penalty: 3658.126709
	Iteration 20F: 3 clusters Score -169079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -356056.406250 Penalty: 1999.092285
	Iteration 0F: 2 clusters Score -356056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -352699.843750 Penalty: 3998.184570
	Iteration 0F: 3 clusters Score -352699.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -353408.656250 Penalty: 3998.184570
	Iteration 1F: 3 clusters Score -353408.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -353571.343750 Penalty: 3998.184570
	Iteration 2F: 3 clusters Score -353571.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -353676.500000 Penalty: 3998.184570
	Iteration 3Q: 3 clusters Score -353676.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -353765.812500 Penalty: 3998.184570
	Iteration 4Q: 3 clusters Score -353765.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353831.500000 Penalty: 3998.184570
	Iteration 5Q: 3 clusters Score -353831.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -353890.093750 Penalty: 3998.184570
	Iteration 6Q: 3 clusters Score -353890.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -353948.625000 Penalty: 3998.184570
	Iteration 7Q: 3 clusters Score -353948.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -353995.312500 Penalty: 3998.184570
	Iteration 8Q: 3 clusters Score -353995.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -354022.531250 Penalty: 3998.184570
	Iteration 9Q: 3 clusters Score -354022.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354046.031250 Penalty: 3998.184570
	Iteration 10Q: 3 clusters Score -354046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -354067.000000 Penalty: 3998.184570
	Iteration 11Q: 3 clusters Score -354067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -354083.531250 Penalty: 3998.184570
	Iteration 12Q: 3 clusters Score -354083.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -354103.218750 Penalty: 3998.184570
	Iteration 13Q: 3 clusters Score -354103.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -354123.062500 Penalty: 3998.184570
	Iteration 14Q: 3 clusters Score -354123.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354138.500000 Penalty: 3998.184570
	Iteration 15Q: 3 clusters Score -354138.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -354151.968750 Penalty: 3998.184570
	Iteration 16Q: 3 clusters Score -354152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -354169.656250 Penalty: 3998.184570
	Iteration 17Q: 3 clusters Score -354169.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -354185.312500 Penalty: 3998.184570
	Iteration 18Q: 3 clusters Score -354185.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -354195.062500 Penalty: 3998.184570
	Iteration 19Q: 3 clusters Score -354195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -354203.062500 Penalty: 3998.184570
	Iteration 20F: 3 clusters Score -354203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354208.406250 Penalty: 3998.184570
	Iteration 21Q: 3 clusters Score -354208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -354211.687500 Penalty: 3998.184570
	Iteration 22Q: 3 clusters Score -354211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -354214.406250 Penalty: 3998.184570
	Iteration 23Q: 3 clusters Score -354214.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -354218.625000 Penalty: 3998.184570
	Iteration 24Q: 3 clusters Score -354218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -354220.406250 Penalty: 3998.184570
	Iteration 25Q: 3 clusters Score -354220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -354222.937500 Penalty: 3998.184570
	Iteration 26Q: 3 clusters Score -354222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -354226.000000 Penalty: 3998.184570
	Iteration 27Q: 3 clusters Score -354226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -354229.000000 Penalty: 3998.184570
	Iteration 28Q: 3 clusters Score -354229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -354231.843750 Penalty: 3998.184570
	Iteration 29Q: 3 clusters Score -354231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -354233.500000 Penalty: 3998.184570
	Iteration 30Q: 3 clusters Score -354233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -354234.750000 Penalty: 3998.184570
	Iteration 31Q: 3 clusters Score -354234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -354237.718750 Penalty: 3998.184570
	Iteration 32Q: 3 clusters Score -354237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -354237.843750 Penalty: 3998.184570
	Iteration 33Q: 3 clusters Score -354237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -354238.562500 Penalty: 3998.184570
	Iteration 34Q: 3 clusters Score -354238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -354238.562500 Penalty: 3998.184570
	Iteration 35F: 3 clusters Score -354238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171038 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32463 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27964 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54314 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21966 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5847 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6104 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9999 members 
Mstep: Class 91 contains 2935 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298688.000000 Penalty: 359308.937500
Iteration 319Q: 101 clusters Score -2.122987e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8038 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32464 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54313 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21967 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5850 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 9999 members 
Mstep: Class 91 contains 2933 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298736.000000 Penalty: 359308.937500
Iteration 320F: 101 clusters Score -2.122987e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8039 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32462 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5851 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10000 members 
Mstep: Class 91 contains 2932 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298720.000000 Penalty: 359308.937500
Iteration 321Q: 101 clusters Score -2.122987e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32460 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1941 members 
Mstep: Class 78 contains 5852 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10000 members 
Mstep: Class 91 contains 2931 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298720.000000 Penalty: 359308.937500
Iteration 322Q: 101 clusters Score -2.122987e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63462 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32459 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3423 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1940 members 
Mstep: Class 78 contains 5852 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10001 members 
Mstep: Class 91 contains 2933 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298688.000000 Penalty: 359308.937500
Iteration 323Q: 101 clusters Score -2.122987e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63461 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32459 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10993 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3424 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5853 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10001 members 
Mstep: Class 91 contains 2934 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298768.000000 Penalty: 359308.937500
Iteration 324Q: 101 clusters Score -2.122988e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63461 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32459 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5853 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10002 members 
Mstep: Class 91 contains 2933 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298752.000000 Penalty: 359308.937500
Iteration 325Q: 101 clusters Score -2.122988e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63461 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32459 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5853 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10002 members 
Mstep: Class 91 contains 2933 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -212298752.000000 Penalty: 359308.937500
Iteration 326F: 101 clusters Score -2.122988e+08 nChanged 0
Entering ConstructFrom: 
Score: -212298752.000000 Penalty: 359308.937500
Entering ConstructFrom: 
Trying to split cluster 1 (143704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Entering Unmasked Estep 
Score: -16554545.000000 Penalty: 2945.126709
	Iteration 0F: 2 clusters Score -1.655454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -16458203.000000 Penalty: 5890.253418
	Iteration 0F: 3 clusters Score -1.64582e+07 nChanged 68627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -16498059.000000 Penalty: 5890.253418
	Iteration 1F: 3 clusters Score -1.649806e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -16499273.000000 Penalty: 5890.253418
	Iteration 2Q: 3 clusters Score -1.649927e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -16501092.000000 Penalty: 5890.253418
	Iteration 3Q: 3 clusters Score -1.650109e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -16504327.000000 Penalty: 5890.253418
	Iteration 4Q: 3 clusters Score -1.650433e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -16509472.000000 Penalty: 5890.253418
	Iteration 5F: 3 clusters Score -1.650947e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -16517429.000000 Penalty: 5890.253418
	Iteration 6F: 3 clusters Score -1.651743e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -16527967.000000 Penalty: 5890.253418
	Iteration 7F: 3 clusters Score -1.652797e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 129425 members 
Entering Unmasked Estep 
Score: -16538500.000000 Penalty: 5890.253418
	Iteration 8F: 3 clusters Score -1.65385e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 137026 members 
Entering Unmasked Estep 
Score: -16545791.000000 Penalty: 5890.253418
	Iteration 9F: 3 clusters Score -1.654579e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -16549445.000000 Penalty: 5890.253418
	Iteration 10Q: 3 clusters Score -1.654944e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 142409 members 
Entering Unmasked Estep 
Score: -16550936.000000 Penalty: 5890.253418
	Iteration 11Q: 3 clusters Score -1.655094e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -16551495.000000 Penalty: 5890.253418
	Iteration 12Q: 3 clusters Score -1.65515e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -16551767.000000 Penalty: 5890.253418
	Iteration 13Q: 3 clusters Score -1.655177e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -16551899.000000 Penalty: 5890.253418
	Iteration 14Q: 3 clusters Score -1.65519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -16551989.000000 Penalty: 5890.253418
	Iteration 15Q: 3 clusters Score -1.655199e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -16552063.000000 Penalty: 5890.253418
	Iteration 16Q: 3 clusters Score -1.655206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -16552095.000000 Penalty: 5890.253418
	Iteration 17Q: 3 clusters Score -1.65521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -16552144.000000 Penalty: 5890.253418
	Iteration 18Q: 3 clusters Score -1.655214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -16552184.000000 Penalty: 5890.253418
	Iteration 19Q: 3 clusters Score -1.655218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -16552233.000000 Penalty: 5890.253418
	Iteration 20F: 3 clusters Score -1.655223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -16552273.000000 Penalty: 5890.253418
	Iteration 21Q: 3 clusters Score -1.655227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -16552278.000000 Penalty: 5890.253418
	Iteration 22Q: 3 clusters Score -1.655228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -16552297.000000 Penalty: 5890.253418
	Iteration 23Q: 3 clusters Score -1.65523e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -16552317.000000 Penalty: 5890.253418
	Iteration 24Q: 3 clusters Score -1.655232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -16552325.000000 Penalty: 5890.253418
	Iteration 25Q: 3 clusters Score -1.655232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -16552338.000000 Penalty: 5890.253418
	Iteration 26Q: 3 clusters Score -1.655234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -16552339.000000 Penalty: 5890.253418
	Iteration 27Q: 3 clusters Score -1.655234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -16552355.000000 Penalty: 5890.253418
	Iteration 28Q: 3 clusters Score -1.655236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 143151 members 
Entering Unmasked Estep 
Score: -16552352.000000 Penalty: 5890.253418
	Iteration 29Q: 3 clusters Score -1.655235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 143144 members 
Entering Unmasked Estep 
Score: -16552383.000000 Penalty: 5890.253418
	Iteration 30Q: 3 clusters Score -1.655238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -16552382.000000 Penalty: 5890.253418
	Iteration 31Q: 3 clusters Score -1.655238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -16552398.000000 Penalty: 5890.253418
	Iteration 32Q: 3 clusters Score -1.65524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 143136 members 
Entering Unmasked Estep 
Score: -16552405.000000 Penalty: 5890.253418
	Iteration 33Q: 3 clusters Score -1.65524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 143137 members 
Entering Unmasked Estep 
Score: -16552403.000000 Penalty: 5890.253418
	Iteration 34Q: 3 clusters Score -1.65524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -16552404.000000 Penalty: 5890.253418
	Iteration 35Q: 3 clusters Score -1.65524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -16552402.000000 Penalty: 5890.253418
	Iteration 36Q: 3 clusters Score -1.65524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -16552401.000000 Penalty: 5890.253418
	Iteration 37Q: 3 clusters Score -1.65524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -16552401.000000 Penalty: 5890.253418
	Iteration 38F: 3 clusters Score -1.65524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1072945.125000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1072945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1065443.625000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1065444 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1067741.875000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1067742 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1068133.000000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1068133 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1068435.500000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1068436 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1068761.375000 Penalty: 4551.735840
	Iteration 4F: 3 clusters Score -1068761 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1069164.500000 Penalty: 4551.735840
	Iteration 5F: 3 clusters Score -1069164 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1069598.000000 Penalty: 4551.735840
	Iteration 6F: 3 clusters Score -1069598 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1070031.625000 Penalty: 4551.735840
	Iteration 7F: 3 clusters Score -1070032 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1070418.375000 Penalty: 4551.735840
	Iteration 8F: 3 clusters Score -1070418 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1070641.000000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1070641 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1070782.750000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1070783 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1070884.625000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1070885 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1070944.125000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1070944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1070983.000000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1070983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1071009.875000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1071010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1071032.375000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1071032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1071040.750000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1071041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1071045.750000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1071046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1071052.625000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1071053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1071056.250000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1071056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1071063.750000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1071064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1071067.250000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1071067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1071073.375000 Penalty: 4551.735840
	Iteration 22Q: 3 clusters Score -1071073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1071074.750000 Penalty: 4551.735840
	Iteration 23Q: 3 clusters Score -1071075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1071077.250000 Penalty: 4551.735840
	Iteration 24Q: 3 clusters Score -1071077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1071081.125000 Penalty: 4551.735840
	Iteration 25Q: 3 clusters Score -1071081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1071082.625000 Penalty: 4551.735840
	Iteration 26Q: 3 clusters Score -1071083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1071085.000000 Penalty: 4551.735840
	Iteration 27Q: 3 clusters Score -1071085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1071085.625000 Penalty: 4551.735840
	Iteration 28Q: 3 clusters Score -1071086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1071087.250000 Penalty: 4551.735840
	Iteration 29Q: 3 clusters Score -1071087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1071088.750000 Penalty: 4551.735840
	Iteration 30Q: 3 clusters Score -1071089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1071089.750000 Penalty: 4551.735840
	Iteration 31Q: 3 clusters Score -1071090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1071091.250000 Penalty: 4551.735840
	Iteration 32Q: 3 clusters Score -1071091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1071089.125000 Penalty: 4551.735840
	Iteration 33Q: 3 clusters Score -1071089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1071090.250000 Penalty: 4551.735840
	Iteration 34Q: 3 clusters Score -1071090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1071089.875000 Penalty: 4551.735840
	Iteration 35Q: 3 clusters Score -1071090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1071089.250000 Penalty: 4551.735840
	Iteration 36Q: 3 clusters Score -1071089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1071091.500000 Penalty: 4551.735840
	Iteration 37Q: 3 clusters Score -1071092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1071089.625000 Penalty: 4551.735840
	Iteration 38Q: 3 clusters Score -1071090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1071090.000000 Penalty: 4551.735840
	Iteration 39Q: 3 clusters Score -1071090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1071091.500000 Penalty: 4551.735840
	Iteration 40F: 3 clusters Score -1071092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1071093.875000 Penalty: 4551.735840
	Iteration 41Q: 3 clusters Score -1071094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1071094.375000 Penalty: 4551.735840
	Iteration 42Q: 3 clusters Score -1071094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1071094.375000 Penalty: 4551.735840
	Iteration 43F: 3 clusters Score -1071094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Entering Unmasked Estep 
Score: -3569897.750000 Penalty: 2564.687988
	Iteration 0F: 2 clusters Score -3569898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3548828.000000 Penalty: 5129.375977
	Iteration 0F: 3 clusters Score -3548828 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3556129.500000 Penalty: 5129.375977
	Iteration 1F: 3 clusters Score -3556130 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3556535.500000 Penalty: 5129.375977
	Iteration 2Q: 3 clusters Score -3556536 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3556927.000000 Penalty: 5129.375977
	Iteration 3Q: 3 clusters Score -3556927 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3557275.250000 Penalty: 5129.375977
	Iteration 4Q: 3 clusters Score -3557275 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3557615.250000 Penalty: 5129.375977
	Iteration 5Q: 3 clusters Score -3557615 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3557992.750000 Penalty: 5129.375977
	Iteration 6Q: 3 clusters Score -3557993 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3558422.250000 Penalty: 5129.375977
	Iteration 7Q: 3 clusters Score -3558422 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3558947.750000 Penalty: 5129.375977
	Iteration 8Q: 3 clusters Score -3558948 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3559609.250000 Penalty: 5129.375977
	Iteration 9Q: 3 clusters Score -3559609 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3560365.000000 Penalty: 5129.375977
	Iteration 10Q: 3 clusters Score -3560365 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3561390.500000 Penalty: 5129.375977
	Iteration 11Q: 3 clusters Score -3561390 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3562546.750000 Penalty: 5129.375977
	Iteration 12Q: 3 clusters Score -3562547 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3563800.750000 Penalty: 5129.375977
	Iteration 13Q: 3 clusters Score -3563801 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3564738.500000 Penalty: 5129.375977
	Iteration 14Q: 3 clusters Score -3564738 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3565323.000000 Penalty: 5129.375977
	Iteration 15Q: 3 clusters Score -3565323 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3565714.750000 Penalty: 5129.375977
	Iteration 16Q: 3 clusters Score -3565715 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3565934.750000 Penalty: 5129.375977
	Iteration 17Q: 3 clusters Score -3565935 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3566115.250000 Penalty: 5129.375977
	Iteration 18Q: 3 clusters Score -3566115 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3566272.000000 Penalty: 5129.375977
	Iteration 19Q: 3 clusters Score -3566272 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3566425.500000 Penalty: 5129.375977
	Iteration 20F: 3 clusters Score -3566426 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3566585.000000 Penalty: 5129.375977
	Iteration 21Q: 3 clusters Score -3566585 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3566786.750000 Penalty: 5129.375977
	Iteration 22Q: 3 clusters Score -3566787 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3566900.000000 Penalty: 5129.375977
	Iteration 23Q: 3 clusters Score -3566900 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3567000.000000 Penalty: 5129.375977
	Iteration 24Q: 3 clusters Score -3567000 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3567081.500000 Penalty: 5129.375977
	Iteration 25Q: 3 clusters Score -3567082 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3567145.500000 Penalty: 5129.375977
	Iteration 26Q: 3 clusters Score -3567146 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3567188.000000 Penalty: 5129.375977
	Iteration 27Q: 3 clusters Score -3567188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3567240.000000 Penalty: 5129.375977
	Iteration 28Q: 3 clusters Score -3567240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3567275.000000 Penalty: 5129.375977
	Iteration 29Q: 3 clusters Score -3567275 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3567315.250000 Penalty: 5129.375977
	Iteration 30Q: 3 clusters Score -3567315 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3567334.500000 Penalty: 5129.375977
	Iteration 31Q: 3 clusters Score -3567334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3567371.250000 Penalty: 5129.375977
	Iteration 32Q: 3 clusters Score -3567371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3567395.000000 Penalty: 5129.375977
	Iteration 33Q: 3 clusters Score -3567395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3567420.500000 Penalty: 5129.375977
	Iteration 34Q: 3 clusters Score -3567420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3567452.500000 Penalty: 5129.375977
	Iteration 35Q: 3 clusters Score -3567452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3567459.750000 Penalty: 5129.375977
	Iteration 36Q: 3 clusters Score -3567460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3567485.500000 Penalty: 5129.375977
	Iteration 37Q: 3 clusters Score -3567486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3567502.750000 Penalty: 5129.375977
	Iteration 38Q: 3 clusters Score -3567503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3567516.500000 Penalty: 5129.375977
	Iteration 39Q: 3 clusters Score -3567516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3567539.750000 Penalty: 5129.375977
	Iteration 40F: 3 clusters Score -3567540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3567544.750000 Penalty: 5129.375977
	Iteration 41Q: 3 clusters Score -3567545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3567570.000000 Penalty: 5129.375977
	Iteration 42Q: 3 clusters Score -3567570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3567590.500000 Penalty: 5129.375977
	Iteration 43Q: 3 clusters Score -3567590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3567609.000000 Penalty: 5129.375977
	Iteration 44Q: 3 clusters Score -3567609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3567618.750000 Penalty: 5129.375977
	Iteration 45Q: 3 clusters Score -3567619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3567652.750000 Penalty: 5129.375977
	Iteration 46Q: 3 clusters Score -3567653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3567671.000000 Penalty: 5129.375977
	Iteration 47Q: 3 clusters Score -3567671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3567674.750000 Penalty: 5129.375977
	Iteration 48Q: 3 clusters Score -3567675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3567691.500000 Penalty: 5129.375977
	Iteration 49Q: 3 clusters Score -3567692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3567703.000000 Penalty: 5129.375977
	Iteration 50Q: 3 clusters Score -3567703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3567715.250000 Penalty: 5129.375977
	Iteration 51Q: 3 clusters Score -3567715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3567736.750000 Penalty: 5129.375977
	Iteration 52Q: 3 clusters Score -3567737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3567743.000000 Penalty: 5129.375977
	Iteration 53Q: 3 clusters Score -3567743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3567747.250000 Penalty: 5129.375977
	Iteration 54Q: 3 clusters Score -3567747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3567751.500000 Penalty: 5129.375977
	Iteration 55Q: 3 clusters Score -3567752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3567756.000000 Penalty: 5129.375977
	Iteration 56Q: 3 clusters Score -3567756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3567770.250000 Penalty: 5129.375977
	Iteration 57Q: 3 clusters Score -3567770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3567770.000000 Penalty: 5129.375977
	Iteration 58Q: 3 clusters Score -3567770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3567773.500000 Penalty: 5129.375977
	Iteration 59Q: 3 clusters Score -3567774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3567788.000000 Penalty: 5129.375977
	Iteration 60F: 3 clusters Score -3567788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3567804.500000 Penalty: 5129.375977
	Iteration 61Q: 3 clusters Score -3567804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3567812.250000 Penalty: 5129.375977
	Iteration 62Q: 3 clusters Score -3567812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3567826.500000 Penalty: 5129.375977
	Iteration 63Q: 3 clusters Score -3567826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3567837.500000 Penalty: 5129.375977
	Iteration 64Q: 3 clusters Score -3567838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3567847.500000 Penalty: 5129.375977
	Iteration 65Q: 3 clusters Score -3567848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3567857.250000 Penalty: 5129.375977
	Iteration 66Q: 3 clusters Score -3567857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3567858.000000 Penalty: 5129.375977
	Iteration 67Q: 3 clusters Score -3567858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3567864.000000 Penalty: 5129.375977
	Iteration 68Q: 3 clusters Score -3567864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3567871.250000 Penalty: 5129.375977
	Iteration 69Q: 3 clusters Score -3567871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3567877.500000 Penalty: 5129.375977
	Iteration 70Q: 3 clusters Score -3567878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3567881.250000 Penalty: 5129.375977
	Iteration 71Q: 3 clusters Score -3567881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3567887.500000 Penalty: 5129.375977
	Iteration 72Q: 3 clusters Score -3567888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3567894.000000 Penalty: 5129.375977
	Iteration 73Q: 3 clusters Score -3567894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3567899.500000 Penalty: 5129.375977
	Iteration 74Q: 3 clusters Score -3567900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3567902.500000 Penalty: 5129.375977
	Iteration 75Q: 3 clusters Score -3567902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3567909.000000 Penalty: 5129.375977
	Iteration 76Q: 3 clusters Score -3567909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3567911.250000 Penalty: 5129.375977
	Iteration 77Q: 3 clusters Score -3567911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3567911.250000 Penalty: 5129.375977
	Iteration 78Q: 3 clusters Score -3567911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3567907.500000 Penalty: 5129.375977
	Iteration 79Q: 3 clusters Score -3567908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3567914.000000 Penalty: 5129.375977
	Iteration 80F: 3 clusters Score -3567914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3567912.000000 Penalty: 5129.375977
	Iteration 81Q: 3 clusters Score -3567912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3567913.250000 Penalty: 5129.375977
	Iteration 82Q: 3 clusters Score -3567913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3567909.250000 Penalty: 5129.375977
	Iteration 83Q: 3 clusters Score -3567909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3567909.250000 Penalty: 5129.375977
	Iteration 84F: 3 clusters Score -3567909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -1268350.750000 Penalty: 2325.127930
	Iteration 0F: 2 clusters Score -1268351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1259589.000000 Penalty: 4650.255859
	Iteration 0F: 3 clusters Score -1259589 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1262329.000000 Penalty: 4650.255859
	Iteration 1F: 3 clusters Score -1262329 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1262805.375000 Penalty: 4650.255859
	Iteration 2F: 3 clusters Score -1262805 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1263199.375000 Penalty: 4650.255859
	Iteration 3F: 3 clusters Score -1263199 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1263588.750000 Penalty: 4650.255859
	Iteration 4F: 3 clusters Score -1263589 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1263992.625000 Penalty: 4650.255859
	Iteration 5F: 3 clusters Score -1263993 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1264445.000000 Penalty: 4650.255859
	Iteration 6F: 3 clusters Score -1264445 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1264908.500000 Penalty: 4650.255859
	Iteration 7F: 3 clusters Score -1264908 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1265410.375000 Penalty: 4650.255859
	Iteration 8F: 3 clusters Score -1265410 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1265948.500000 Penalty: 4650.255859
	Iteration 9F: 3 clusters Score -1265948 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1266391.625000 Penalty: 4650.255859
	Iteration 10Q: 3 clusters Score -1266392 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1266699.000000 Penalty: 4650.255859
	Iteration 11Q: 3 clusters Score -1266699 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1266932.500000 Penalty: 4650.255859
	Iteration 12Q: 3 clusters Score -1266932 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1267070.000000 Penalty: 4650.255859
	Iteration 13Q: 3 clusters Score -1267070 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1267131.375000 Penalty: 4650.255859
	Iteration 14Q: 3 clusters Score -1267131 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1267186.375000 Penalty: 4650.255859
	Iteration 15Q: 3 clusters Score -1267186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1267224.375000 Penalty: 4650.255859
	Iteration 16Q: 3 clusters Score -1267224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1267253.625000 Penalty: 4650.255859
	Iteration 17Q: 3 clusters Score -1267254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1267279.500000 Penalty: 4650.255859
	Iteration 18Q: 3 clusters Score -1267280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1267307.250000 Penalty: 4650.255859
	Iteration 19Q: 3 clusters Score -1267307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1267329.000000 Penalty: 4650.255859
	Iteration 20F: 3 clusters Score -1267329 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1267347.750000 Penalty: 4650.255859
	Iteration 21Q: 3 clusters Score -1267348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1267366.375000 Penalty: 4650.255859
	Iteration 22Q: 3 clusters Score -1267366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1267382.250000 Penalty: 4650.255859
	Iteration 23Q: 3 clusters Score -1267382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1267402.000000 Penalty: 4650.255859
	Iteration 24Q: 3 clusters Score -1267402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1267410.250000 Penalty: 4650.255859
	Iteration 25Q: 3 clusters Score -1267410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1267414.625000 Penalty: 4650.255859
	Iteration 26Q: 3 clusters Score -1267415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1267420.250000 Penalty: 4650.255859
	Iteration 27Q: 3 clusters Score -1267420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1267423.250000 Penalty: 4650.255859
	Iteration 28Q: 3 clusters Score -1267423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1267428.250000 Penalty: 4650.255859
	Iteration 29Q: 3 clusters Score -1267428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1267432.375000 Penalty: 4650.255859
	Iteration 30Q: 3 clusters Score -1267432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1267435.625000 Penalty: 4650.255859
	Iteration 31Q: 3 clusters Score -1267436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1267441.125000 Penalty: 4650.255859
	Iteration 32Q: 3 clusters Score -1267441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1267440.250000 Penalty: 4650.255859
	Iteration 33Q: 3 clusters Score -1267440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1267442.250000 Penalty: 4650.255859
	Iteration 34Q: 3 clusters Score -1267442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1267441.500000 Penalty: 4650.255859
	Iteration 35Q: 3 clusters Score -1267442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1267445.625000 Penalty: 4650.255859
	Iteration 36Q: 3 clusters Score -1267446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1267443.000000 Penalty: 4650.255859
	Iteration 37Q: 3 clusters Score -1267443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1267441.875000 Penalty: 4650.255859
	Iteration 38Q: 3 clusters Score -1267442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1267440.875000 Penalty: 4650.255859
	Iteration 39Q: 3 clusters Score -1267441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1267446.625000 Penalty: 4650.255859
	Iteration 40F: 3 clusters Score -1267447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1267445.500000 Penalty: 4650.255859
	Iteration 41Q: 3 clusters Score -1267446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1267446.375000 Penalty: 4650.255859
	Iteration 42Q: 3 clusters Score -1267446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1267445.000000 Penalty: 4650.255859
	Iteration 43Q: 3 clusters Score -1267445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1267445.625000 Penalty: 4650.255859
	Iteration 44Q: 3 clusters Score -1267446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1267445.500000 Penalty: 4650.255859
	Iteration 45Q: 3 clusters Score -1267446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1267445.000000 Penalty: 4650.255859
	Iteration 46Q: 3 clusters Score -1267445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1267446.375000 Penalty: 4650.255859
	Iteration 47Q: 3 clusters Score -1267446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1267447.625000 Penalty: 4650.255859
	Iteration 48Q: 3 clusters Score -1267448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1267446.125000 Penalty: 4650.255859
	Iteration 49Q: 3 clusters Score -1267446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1267449.875000 Penalty: 4650.255859
	Iteration 50Q: 3 clusters Score -1267450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1267448.375000 Penalty: 4650.255859
	Iteration 51Q: 3 clusters Score -1267448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1267448.375000 Penalty: 4650.255859
	Iteration 52F: 3 clusters Score -1267448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Entering Unmasked Estep 
Score: -1633260.875000 Penalty: 2367.839844
	Iteration 0F: 2 clusters Score -1633261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1623086.625000 Penalty: 4735.679688
	Iteration 0F: 3 clusters Score -1623087 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1626353.625000 Penalty: 4735.679688
	Iteration 1F: 3 clusters Score -1626354 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1626885.125000 Penalty: 4735.679688
	Iteration 2F: 3 clusters Score -1626885 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1627422.875000 Penalty: 4735.679688
	Iteration 3F: 3 clusters Score -1627423 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1627968.750000 Penalty: 4735.679688
	Iteration 4F: 3 clusters Score -1627969 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1628586.250000 Penalty: 4735.679688
	Iteration 5F: 3 clusters Score -1628586 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1629169.250000 Penalty: 4735.679688
	Iteration 6F: 3 clusters Score -1629169 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1629728.625000 Penalty: 4735.679688
	Iteration 7F: 3 clusters Score -1629729 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1630222.375000 Penalty: 4735.679688
	Iteration 8Q: 3 clusters Score -1630222 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1630637.750000 Penalty: 4735.679688
	Iteration 9Q: 3 clusters Score -1630638 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1630999.875000 Penalty: 4735.679688
	Iteration 10Q: 3 clusters Score -1631000 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1631255.000000 Penalty: 4735.679688
	Iteration 11Q: 3 clusters Score -1631255 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1631443.250000 Penalty: 4735.679688
	Iteration 12Q: 3 clusters Score -1631443 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1631589.875000 Penalty: 4735.679688
	Iteration 13Q: 3 clusters Score -1631590 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1631720.750000 Penalty: 4735.679688
	Iteration 14Q: 3 clusters Score -1631721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1631812.625000 Penalty: 4735.679688
	Iteration 15Q: 3 clusters Score -1631813 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1631911.750000 Penalty: 4735.679688
	Iteration 16Q: 3 clusters Score -1631912 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1631991.625000 Penalty: 4735.679688
	Iteration 17Q: 3 clusters Score -1631992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1632037.000000 Penalty: 4735.679688
	Iteration 18Q: 3 clusters Score -1632037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1632071.500000 Penalty: 4735.679688
	Iteration 19Q: 3 clusters Score -1632072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1632089.375000 Penalty: 4735.679688
	Iteration 20F: 3 clusters Score -1632089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1632104.250000 Penalty: 4735.679688
	Iteration 21Q: 3 clusters Score -1632104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1632114.250000 Penalty: 4735.679688
	Iteration 22Q: 3 clusters Score -1632114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1632125.500000 Penalty: 4735.679688
	Iteration 23Q: 3 clusters Score -1632126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1632125.250000 Penalty: 4735.679688
	Iteration 24Q: 3 clusters Score -1632125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1632126.500000 Penalty: 4735.679688
	Iteration 25Q: 3 clusters Score -1632126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1632129.125000 Penalty: 4735.679688
	Iteration 26Q: 3 clusters Score -1632129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1632129.750000 Penalty: 4735.679688
	Iteration 27Q: 3 clusters Score -1632130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1632130.125000 Penalty: 4735.679688
	Iteration 28Q: 3 clusters Score -1632130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1632128.625000 Penalty: 4735.679688
	Iteration 29Q: 3 clusters Score -1632129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1632133.500000 Penalty: 4735.679688
	Iteration 30Q: 3 clusters Score -1632134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1632135.250000 Penalty: 4735.679688
	Iteration 31Q: 3 clusters Score -1632135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1632132.875000 Penalty: 4735.679688
	Iteration 32Q: 3 clusters Score -1632133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1632140.000000 Penalty: 4735.679688
	Iteration 33Q: 3 clusters Score -1632140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1632139.750000 Penalty: 4735.679688
	Iteration 34Q: 3 clusters Score -1632140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1632139.250000 Penalty: 4735.679688
	Iteration 35Q: 3 clusters Score -1632139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1632141.000000 Penalty: 4735.679688
	Iteration 36Q: 3 clusters Score -1632141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1632140.750000 Penalty: 4735.679688
	Iteration 37Q: 3 clusters Score -1632141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1632140.875000 Penalty: 4735.679688
	Iteration 38Q: 3 clusters Score -1632141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1632144.125000 Penalty: 4735.679688
	Iteration 39Q: 3 clusters Score -1632144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1632145.000000 Penalty: 4735.679688
	Iteration 40F: 3 clusters Score -1632145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Entering Unmasked Estep 
Score: -7257674.000000 Penalty: 2742.428955
	Iteration 0F: 2 clusters Score -7257674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7214859.500000 Penalty: 5484.857910
	Iteration 0F: 3 clusters Score -7214860 nChanged 29539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -7231773.500000 Penalty: 5484.857910
	Iteration 1F: 3 clusters Score -7231774 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -7232971.500000 Penalty: 5484.857910
	Iteration 2Q: 3 clusters Score -7232972 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -7234643.000000 Penalty: 5484.857910
	Iteration 3F: 3 clusters Score -7234643 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -7236922.000000 Penalty: 5484.857910
	Iteration 4F: 3 clusters Score -7236922 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -7239725.500000 Penalty: 5484.857910
	Iteration 5F: 3 clusters Score -7239726 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -7242736.500000 Penalty: 5484.857910
	Iteration 6F: 3 clusters Score -7242736 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -7245442.000000 Penalty: 5484.857910
	Iteration 7F: 3 clusters Score -7245442 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7247575.000000 Penalty: 5484.857910
	Iteration 8F: 3 clusters Score -7247575 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -7249157.500000 Penalty: 5484.857910
	Iteration 9Q: 3 clusters Score -7249158 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7250480.500000 Penalty: 5484.857910
	Iteration 10Q: 3 clusters Score -7250480 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -7251396.500000 Penalty: 5484.857910
	Iteration 11Q: 3 clusters Score -7251396 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -7252058.500000 Penalty: 5484.857910
	Iteration 12Q: 3 clusters Score -7252058 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -7252536.500000 Penalty: 5484.857910
	Iteration 13Q: 3 clusters Score -7252536 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -7252850.500000 Penalty: 5484.857910
	Iteration 14Q: 3 clusters Score -7252850 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -7253040.500000 Penalty: 5484.857910
	Iteration 15Q: 3 clusters Score -7253040 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -7253116.500000 Penalty: 5484.857910
	Iteration 16Q: 3 clusters Score -7253116 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -7253205.000000 Penalty: 5484.857910
	Iteration 17Q: 3 clusters Score -7253205 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7253259.000000 Penalty: 5484.857910
	Iteration 18Q: 3 clusters Score -7253259 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -7253315.500000 Penalty: 5484.857910
	Iteration 19Q: 3 clusters Score -7253316 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -7253352.500000 Penalty: 5484.857910
	Iteration 20F: 3 clusters Score -7253352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -7253359.000000 Penalty: 5484.857910
	Iteration 21Q: 3 clusters Score -7253359 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -7253384.500000 Penalty: 5484.857910
	Iteration 22Q: 3 clusters Score -7253384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -7253403.500000 Penalty: 5484.857910
	Iteration 23Q: 3 clusters Score -7253404 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -7253417.500000 Penalty: 5484.857910
	Iteration 24Q: 3 clusters Score -7253418 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -7253428.000000 Penalty: 5484.857910
	Iteration 25Q: 3 clusters Score -7253428 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7253423.000000 Penalty: 5484.857910
	Iteration 26Q: 3 clusters Score -7253423 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -7253434.500000 Penalty: 5484.857910
	Iteration 27Q: 3 clusters Score -7253434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -7253451.500000 Penalty: 5484.857910
	Iteration 28Q: 3 clusters Score -7253452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -7253439.500000 Penalty: 5484.857910
	Iteration 29Q: 3 clusters Score -7253440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -7253441.000000 Penalty: 5484.857910
	Iteration 30Q: 3 clusters Score -7253441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7253461.000000 Penalty: 5484.857910
	Iteration 31Q: 3 clusters Score -7253461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -7253480.500000 Penalty: 5484.857910
	Iteration 32Q: 3 clusters Score -7253480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7253497.000000 Penalty: 5484.857910
	Iteration 33Q: 3 clusters Score -7253497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -7253517.000000 Penalty: 5484.857910
	Iteration 34Q: 3 clusters Score -7253517 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -7253499.500000 Penalty: 5484.857910
	Iteration 35Q: 3 clusters Score -7253500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -7253506.500000 Penalty: 5484.857910
	Iteration 36Q: 3 clusters Score -7253506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -7253500.500000 Penalty: 5484.857910
	Iteration 37Q: 3 clusters Score -7253500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -7253487.500000 Penalty: 5484.857910
	Iteration 38Q: 3 clusters Score -7253488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -7253499.000000 Penalty: 5484.857910
	Iteration 39Q: 3 clusters Score -7253499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -7253504.500000 Penalty: 5484.857910
	Iteration 40F: 3 clusters Score -7253504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -7253514.000000 Penalty: 5484.857910
	Iteration 41Q: 3 clusters Score -7253514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -7253516.500000 Penalty: 5484.857910
	Iteration 42Q: 3 clusters Score -7253516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -7253531.500000 Penalty: 5484.857910
	Iteration 43Q: 3 clusters Score -7253532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7253544.500000 Penalty: 5484.857910
	Iteration 44Q: 3 clusters Score -7253544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7253558.000000 Penalty: 5484.857910
	Iteration 45Q: 3 clusters Score -7253558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7253562.000000 Penalty: 5484.857910
	Iteration 46Q: 3 clusters Score -7253562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -7253556.500000 Penalty: 5484.857910
	Iteration 47Q: 3 clusters Score -7253556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7253567.000000 Penalty: 5484.857910
	Iteration 48Q: 3 clusters Score -7253567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -7253575.000000 Penalty: 5484.857910
	Iteration 49Q: 3 clusters Score -7253575 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7253571.000000 Penalty: 5484.857910
	Iteration 50Q: 3 clusters Score -7253571 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7253555.000000 Penalty: 5484.857910
	Iteration 51Q: 3 clusters Score -7253555 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -7253569.000000 Penalty: 5484.857910
	Iteration 52Q: 3 clusters Score -7253569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -7253583.500000 Penalty: 5484.857910
	Iteration 53Q: 3 clusters Score -7253584 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -7253600.500000 Penalty: 5484.857910
	Iteration 54Q: 3 clusters Score -7253600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -7253591.500000 Penalty: 5484.857910
	Iteration 55Q: 3 clusters Score -7253592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7253592.500000 Penalty: 5484.857910
	Iteration 56Q: 3 clusters Score -7253592 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -7253612.500000 Penalty: 5484.857910
	Iteration 57Q: 3 clusters Score -7253612 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -7253629.000000 Penalty: 5484.857910
	Iteration 58Q: 3 clusters Score -7253629 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -7253657.500000 Penalty: 5484.857910
	Iteration 59Q: 3 clusters Score -7253658 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7253663.500000 Penalty: 5484.857910
	Iteration 60F: 3 clusters Score -7253664 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7253671.500000 Penalty: 5484.857910
	Iteration 61Q: 3 clusters Score -7253672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -7253672.000000 Penalty: 5484.857910
	Iteration 62Q: 3 clusters Score -7253672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7253699.500000 Penalty: 5484.857910
	Iteration 63Q: 3 clusters Score -7253700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -7253722.000000 Penalty: 5484.857910
	Iteration 64Q: 3 clusters Score -7253722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7253736.500000 Penalty: 5484.857910
	Iteration 65Q: 3 clusters Score -7253736 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7253751.500000 Penalty: 5484.857910
	Iteration 66Q: 3 clusters Score -7253752 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7253767.000000 Penalty: 5484.857910
	Iteration 67Q: 3 clusters Score -7253767 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7253794.000000 Penalty: 5484.857910
	Iteration 68Q: 3 clusters Score -7253794 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7253796.000000 Penalty: 5484.857910
	Iteration 69Q: 3 clusters Score -7253796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7253819.500000 Penalty: 5484.857910
	Iteration 70Q: 3 clusters Score -7253820 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7253833.000000 Penalty: 5484.857910
	Iteration 71Q: 3 clusters Score -7253833 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7253833.000000 Penalty: 5484.857910
	Iteration 72Q: 3 clusters Score -7253833 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7253841.500000 Penalty: 5484.857910
	Iteration 73Q: 3 clusters Score -7253842 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -7253883.500000 Penalty: 5484.857910
	Iteration 74Q: 3 clusters Score -7253884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7253913.000000 Penalty: 5484.857910
	Iteration 75Q: 3 clusters Score -7253913 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -7253921.500000 Penalty: 5484.857910
	Iteration 76Q: 3 clusters Score -7253922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7253954.500000 Penalty: 5484.857910
	Iteration 77Q: 3 clusters Score -7253954 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7253946.000000 Penalty: 5484.857910
	Iteration 78Q: 3 clusters Score -7253946 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -7253940.500000 Penalty: 5484.857910
	Iteration 79Q: 3 clusters Score -7253940 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -7253994.000000 Penalty: 5484.857910
	Iteration 80F: 3 clusters Score -7253994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7254016.000000 Penalty: 5484.857910
	Iteration 81Q: 3 clusters Score -7254016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -7254018.000000 Penalty: 5484.857910
	Iteration 82Q: 3 clusters Score -7254018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7254022.000000 Penalty: 5484.857910
	Iteration 83Q: 3 clusters Score -7254022 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7254014.000000 Penalty: 5484.857910
	Iteration 84Q: 3 clusters Score -7254014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -7254027.000000 Penalty: 5484.857910
	Iteration 85Q: 3 clusters Score -7254027 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -7254043.500000 Penalty: 5484.857910
	Iteration 86Q: 3 clusters Score -7254044 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -7254054.500000 Penalty: 5484.857910
	Iteration 87Q: 3 clusters Score -7254054 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -7254075.000000 Penalty: 5484.857910
	Iteration 88Q: 3 clusters Score -7254075 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -7254124.000000 Penalty: 5484.857910
	Iteration 89Q: 3 clusters Score -7254124 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -7254142.000000 Penalty: 5484.857910
	Iteration 90Q: 3 clusters Score -7254142 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -7254174.500000 Penalty: 5484.857910
	Iteration 91Q: 3 clusters Score -7254174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -7254203.500000 Penalty: 5484.857910
	Iteration 92Q: 3 clusters Score -7254204 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -7254254.500000 Penalty: 5484.857910
	Iteration 93Q: 3 clusters Score -7254254 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -7254292.500000 Penalty: 5484.857910
	Iteration 94Q: 3 clusters Score -7254292 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -7254378.500000 Penalty: 5484.857910
	Iteration 95Q: 3 clusters Score -7254378 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -7254453.500000 Penalty: 5484.857910
	Iteration 96Q: 3 clusters Score -7254454 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -7254465.500000 Penalty: 5484.857910
	Iteration 97Q: 3 clusters Score -7254466 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -7254537.500000 Penalty: 5484.857910
	Iteration 98Q: 3 clusters Score -7254538 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -7254631.500000 Penalty: 5484.857910
	Iteration 99Q: 3 clusters Score -7254632 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -7254705.500000 Penalty: 5484.857910
	Iteration 100F: 3 clusters Score -7254706 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -7254734.000000 Penalty: 5484.857910
	Iteration 101Q: 3 clusters Score -7254734 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -7254767.500000 Penalty: 5484.857910
	Iteration 102Q: 3 clusters Score -7254768 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -7254812.500000 Penalty: 5484.857910
	Iteration 103Q: 3 clusters Score -7254812 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -7254856.000000 Penalty: 5484.857910
	Iteration 104Q: 3 clusters Score -7254856 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -7254920.500000 Penalty: 5484.857910
	Iteration 105Q: 3 clusters Score -7254920 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -7254953.000000 Penalty: 5484.857910
	Iteration 106Q: 3 clusters Score -7254953 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -7255009.500000 Penalty: 5484.857910
	Iteration 107Q: 3 clusters Score -7255010 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -7255049.000000 Penalty: 5484.857910
	Iteration 108Q: 3 clusters Score -7255049 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -7255114.000000 Penalty: 5484.857910
	Iteration 109Q: 3 clusters Score -7255114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -7255160.000000 Penalty: 5484.857910
	Iteration 110Q: 3 clusters Score -7255160 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -7255230.500000 Penalty: 5484.857910
	Iteration 111Q: 3 clusters Score -7255230 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -7255274.000000 Penalty: 5484.857910
	Iteration 112Q: 3 clusters Score -7255274 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -7255332.500000 Penalty: 5484.857910
	Iteration 113Q: 3 clusters Score -7255332 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7255406.000000 Penalty: 5484.857910
	Iteration 114Q: 3 clusters Score -7255406 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -7255472.500000 Penalty: 5484.857910
	Iteration 115Q: 3 clusters Score -7255472 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7255525.000000 Penalty: 5484.857910
	Iteration 116Q: 3 clusters Score -7255525 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -7255597.000000 Penalty: 5484.857910
	Iteration 117Q: 3 clusters Score -7255597 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -7255655.500000 Penalty: 5484.857910
	Iteration 118Q: 3 clusters Score -7255656 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -7255758.000000 Penalty: 5484.857910
	Iteration 119Q: 3 clusters Score -7255758 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7255843.000000 Penalty: 5484.857910
	Iteration 120F: 3 clusters Score -7255843 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -7255952.500000 Penalty: 5484.857910
	Iteration 121Q: 3 clusters Score -7255952 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -7256055.000000 Penalty: 5484.857910
	Iteration 122Q: 3 clusters Score -7256055 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -7256117.000000 Penalty: 5484.857910
	Iteration 123Q: 3 clusters Score -7256117 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7256180.000000 Penalty: 5484.857910
	Iteration 124Q: 3 clusters Score -7256180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -7256256.000000 Penalty: 5484.857910
	Iteration 125Q: 3 clusters Score -7256256 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7256343.000000 Penalty: 5484.857910
	Iteration 126Q: 3 clusters Score -7256343 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -7256393.500000 Penalty: 5484.857910
	Iteration 127Q: 3 clusters Score -7256394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7256460.500000 Penalty: 5484.857910
	Iteration 128Q: 3 clusters Score -7256460 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -7256497.000000 Penalty: 5484.857910
	Iteration 129Q: 3 clusters Score -7256497 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -7256527.500000 Penalty: 5484.857910
	Iteration 130Q: 3 clusters Score -7256528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -7256550.000000 Penalty: 5484.857910
	Iteration 131Q: 3 clusters Score -7256550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -7256574.500000 Penalty: 5484.857910
	Iteration 132Q: 3 clusters Score -7256574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -7256609.500000 Penalty: 5484.857910
	Iteration 133Q: 3 clusters Score -7256610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -7256609.000000 Penalty: 5484.857910
	Iteration 134Q: 3 clusters Score -7256609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -7256632.000000 Penalty: 5484.857910
	Iteration 135Q: 3 clusters Score -7256632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -7256653.500000 Penalty: 5484.857910
	Iteration 136Q: 3 clusters Score -7256654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -7256671.500000 Penalty: 5484.857910
	Iteration 137Q: 3 clusters Score -7256672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -7256681.500000 Penalty: 5484.857910
	Iteration 138Q: 3 clusters Score -7256682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -7256696.000000 Penalty: 5484.857910
	Iteration 139Q: 3 clusters Score -7256696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -7256704.000000 Penalty: 5484.857910
	Iteration 140F: 3 clusters Score -7256704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -7256718.500000 Penalty: 5484.857910
	Iteration 141Q: 3 clusters Score -7256718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -7256730.000000 Penalty: 5484.857910
	Iteration 142Q: 3 clusters Score -7256730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -7256751.500000 Penalty: 5484.857910
	Iteration 143Q: 3 clusters Score -7256752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -7256758.000000 Penalty: 5484.857910
	Iteration 144Q: 3 clusters Score -7256758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -7256765.000000 Penalty: 5484.857910
	Iteration 145Q: 3 clusters Score -7256765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7256763.000000 Penalty: 5484.857910
	Iteration 146Q: 3 clusters Score -7256763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -7256753.500000 Penalty: 5484.857910
	Iteration 147Q: 3 clusters Score -7256754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -7256760.500000 Penalty: 5484.857910
	Iteration 148Q: 3 clusters Score -7256760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -7256762.000000 Penalty: 5484.857910
	Iteration 149Q: 3 clusters Score -7256762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -7256769.000000 Penalty: 5484.857910
	Iteration 150Q: 3 clusters Score -7256769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -7256765.500000 Penalty: 5484.857910
	Iteration 151Q: 3 clusters Score -7256766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7256770.000000 Penalty: 5484.857910
	Iteration 152Q: 3 clusters Score -7256770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -7256766.000000 Penalty: 5484.857910
	Iteration 153Q: 3 clusters Score -7256766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -7256773.500000 Penalty: 5484.857910
	Iteration 154Q: 3 clusters Score -7256774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -7256764.000000 Penalty: 5484.857910
	Iteration 155Q: 3 clusters Score -7256764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -7256769.500000 Penalty: 5484.857910
	Iteration 156Q: 3 clusters Score -7256770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7256777.000000 Penalty: 5484.857910
	Iteration 157Q: 3 clusters Score -7256777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7256778.500000 Penalty: 5484.857910
	Iteration 158Q: 3 clusters Score -7256778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7256774.500000 Penalty: 5484.857910
	Iteration 159Q: 3 clusters Score -7256774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -7256777.500000 Penalty: 5484.857910
	Iteration 160F: 3 clusters Score -7256778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -7256773.000000 Penalty: 5484.857910
	Iteration 161Q: 3 clusters Score -7256773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -7256782.000000 Penalty: 5484.857910
	Iteration 162Q: 3 clusters Score -7256782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7256777.000000 Penalty: 5484.857910
	Iteration 163Q: 3 clusters Score -7256777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -7256778.500000 Penalty: 5484.857910
	Iteration 164Q: 3 clusters Score -7256778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7256779.500000 Penalty: 5484.857910
	Iteration 165Q: 3 clusters Score -7256780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7256785.000000 Penalty: 5484.857910
	Iteration 166Q: 3 clusters Score -7256785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -7256782.500000 Penalty: 5484.857910
	Iteration 167Q: 3 clusters Score -7256782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -7256788.500000 Penalty: 5484.857910
	Iteration 168Q: 3 clusters Score -7256788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -7256800.500000 Penalty: 5484.857910
	Iteration 169Q: 3 clusters Score -7256800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -7256799.000000 Penalty: 5484.857910
	Iteration 170Q: 3 clusters Score -7256799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -7256806.500000 Penalty: 5484.857910
	Iteration 171Q: 3 clusters Score -7256806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -7256806.500000 Penalty: 5484.857910
	Iteration 172Q: 3 clusters Score -7256806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -7256812.500000 Penalty: 5484.857910
	Iteration 173Q: 3 clusters Score -7256812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -7256811.000000 Penalty: 5484.857910
	Iteration 174Q: 3 clusters Score -7256811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7256813.500000 Penalty: 5484.857910
	Iteration 175Q: 3 clusters Score -7256814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -7256810.500000 Penalty: 5484.857910
	Iteration 176Q: 3 clusters Score -7256810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -7256811.500000 Penalty: 5484.857910
	Iteration 177Q: 3 clusters Score -7256812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7256807.000000 Penalty: 5484.857910
	Iteration 178Q: 3 clusters Score -7256807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -7256805.500000 Penalty: 5484.857910
	Iteration 179Q: 3 clusters Score -7256806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7256804.500000 Penalty: 5484.857910
	Iteration 180F: 3 clusters Score -7256804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -7256810.500000 Penalty: 5484.857910
	Iteration 181Q: 3 clusters Score -7256810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -7256800.500000 Penalty: 5484.857910
	Iteration 182Q: 3 clusters Score -7256800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -7256807.500000 Penalty: 5484.857910
	Iteration 183Q: 3 clusters Score -7256808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -7256801.500000 Penalty: 5484.857910
	Iteration 184Q: 3 clusters Score -7256802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7256796.500000 Penalty: 5484.857910
	Iteration 185Q: 3 clusters Score -7256796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -7256801.500000 Penalty: 5484.857910
	Iteration 186Q: 3 clusters Score -7256802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -7256802.500000 Penalty: 5484.857910
	Iteration 187Q: 3 clusters Score -7256802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -7256796.000000 Penalty: 5484.857910
	Iteration 188Q: 3 clusters Score -7256796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -7256807.500000 Penalty: 5484.857910
	Iteration 189Q: 3 clusters Score -7256808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -7256815.500000 Penalty: 5484.857910
	Iteration 190Q: 3 clusters Score -7256816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -7256811.000000 Penalty: 5484.857910
	Iteration 191Q: 3 clusters Score -7256811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -7256817.500000 Penalty: 5484.857910
	Iteration 192Q: 3 clusters Score -7256818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -7256813.000000 Penalty: 5484.857910
	Iteration 193Q: 3 clusters Score -7256813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -7256807.000000 Penalty: 5484.857910
	Iteration 194Q: 3 clusters Score -7256807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -7256807.000000 Penalty: 5484.857910
	Iteration 195Q: 3 clusters Score -7256807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -7256806.000000 Penalty: 5484.857910
	Iteration 196Q: 3 clusters Score -7256806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -7256812.000000 Penalty: 5484.857910
	Iteration 197Q: 3 clusters Score -7256812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7256797.000000 Penalty: 5484.857910
	Iteration 198Q: 3 clusters Score -7256797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7256800.000000 Penalty: 5484.857910
	Iteration 199Q: 3 clusters Score -7256800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7256797.000000 Penalty: 5484.857910
	Iteration 200F: 3 clusters Score -7256797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7256803.500000 Penalty: 5484.857910
	Iteration 201Q: 3 clusters Score -7256804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -7256798.500000 Penalty: 5484.857910
	Iteration 202Q: 3 clusters Score -7256798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -7256800.000000 Penalty: 5484.857910
	Iteration 203Q: 3 clusters Score -7256800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -7256799.500000 Penalty: 5484.857910
	Iteration 204Q: 3 clusters Score -7256800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -7256793.500000 Penalty: 5484.857910
	Iteration 205Q: 3 clusters Score -7256794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -7256801.500000 Penalty: 5484.857910
	Iteration 206Q: 3 clusters Score -7256802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7256802.500000 Penalty: 5484.857910
	Iteration 207Q: 3 clusters Score -7256802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7256802.500000 Penalty: 5484.857910
	Iteration 208F: 3 clusters Score -7256802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -215741.328125 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -215741.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -213046.484375 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -213046.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -213616.734375 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -213616.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -213883.140625 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -213883.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -214104.296875 Penalty: 3797.543213
	Iteration 3F: 3 clusters Score -214104.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -214301.203125 Penalty: 3797.543213
	Iteration 4F: 3 clusters Score -214301.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -214432.812500 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -214432.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -214502.281250 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -214502.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -214569.453125 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -214569.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -214616.906250 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -214616.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -214647.046875 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -214647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -214665.406250 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -214665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -214686.828125 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -214686.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -214704.750000 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -214704.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -214720.656250 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -214720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -214729.343750 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -214729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -214734.906250 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -214734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214738.562500 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -214738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -214742.140625 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -214742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -214746.421875 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -214746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -214748.921875 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -214748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -214751.312500 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -214751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -214755.453125 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -214755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -214759.546875 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -214759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -214764.062500 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -214764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -214772.593750 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -214772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -214777.125000 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -214777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214783.375000 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -214783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214786.937500 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -214786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -214790.890625 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -214790.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -214792.578125 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -214792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -214796.140625 Penalty: 3797.543213
	Iteration 30Q: 3 clusters Score -214796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -214799.062500 Penalty: 3797.543213
	Iteration 31Q: 3 clusters Score -214799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214799.625000 Penalty: 3797.543213
	Iteration 32Q: 3 clusters Score -214799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -214800.375000 Penalty: 3797.543213
	Iteration 33Q: 3 clusters Score -214800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -214800.703125 Penalty: 3797.543213
	Iteration 34Q: 3 clusters Score -214800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -214800.703125 Penalty: 3797.543213
	Iteration 35F: 3 clusters Score -214800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Entering Unmasked Estep 
Score: -8872907.000000 Penalty: 2791.168457
	Iteration 0F: 2 clusters Score -8872907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -8821100.000000 Penalty: 5582.336914
	Iteration 0F: 3 clusters Score -8821100 nChanged 36379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -8841873.000000 Penalty: 5582.336914
	Iteration 1F: 3 clusters Score -8841873 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -8843037.000000 Penalty: 5582.336914
	Iteration 2Q: 3 clusters Score -8843037 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8844491.000000 Penalty: 5582.336914
	Iteration 3Q: 3 clusters Score -8844491 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8846490.000000 Penalty: 5582.336914
	Iteration 4F: 3 clusters Score -8846490 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -8849309.000000 Penalty: 5582.336914
	Iteration 5F: 3 clusters Score -8849309 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -8852878.000000 Penalty: 5582.336914
	Iteration 6F: 3 clusters Score -8852878 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -8856661.000000 Penalty: 5582.336914
	Iteration 7F: 3 clusters Score -8856661 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -8860293.000000 Penalty: 5582.336914
	Iteration 8F: 3 clusters Score -8860293 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -8863434.000000 Penalty: 5582.336914
	Iteration 9F: 3 clusters Score -8863434 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -8865820.000000 Penalty: 5582.336914
	Iteration 10Q: 3 clusters Score -8865820 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -8867524.000000 Penalty: 5582.336914
	Iteration 11Q: 3 clusters Score -8867524 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -8868709.000000 Penalty: 5582.336914
	Iteration 12Q: 3 clusters Score -8868709 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -8869377.000000 Penalty: 5582.336914
	Iteration 13Q: 3 clusters Score -8869377 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -8869740.000000 Penalty: 5582.336914
	Iteration 14Q: 3 clusters Score -8869740 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -8869998.000000 Penalty: 5582.336914
	Iteration 15Q: 3 clusters Score -8869998 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -8870164.000000 Penalty: 5582.336914
	Iteration 16Q: 3 clusters Score -8870164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -8870240.000000 Penalty: 5582.336914
	Iteration 17Q: 3 clusters Score -8870240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -8870298.000000 Penalty: 5582.336914
	Iteration 18Q: 3 clusters Score -8870298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -8870346.000000 Penalty: 5582.336914
	Iteration 19Q: 3 clusters Score -8870346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -8870385.000000 Penalty: 5582.336914
	Iteration 20F: 3 clusters Score -8870385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -8870423.000000 Penalty: 5582.336914
	Iteration 21Q: 3 clusters Score -8870423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -8870429.000000 Penalty: 5582.336914
	Iteration 22Q: 3 clusters Score -8870429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -8870432.000000 Penalty: 5582.336914
	Iteration 23Q: 3 clusters Score -8870432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -8870434.000000 Penalty: 5582.336914
	Iteration 24Q: 3 clusters Score -8870434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -8870446.000000 Penalty: 5582.336914
	Iteration 25Q: 3 clusters Score -8870446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -8870454.000000 Penalty: 5582.336914
	Iteration 26Q: 3 clusters Score -8870454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -8870455.000000 Penalty: 5582.336914
	Iteration 27Q: 3 clusters Score -8870455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -8870456.000000 Penalty: 5582.336914
	Iteration 28Q: 3 clusters Score -8870456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -8870459.000000 Penalty: 5582.336914
	Iteration 29Q: 3 clusters Score -8870459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -8870462.000000 Penalty: 5582.336914
	Iteration 30Q: 3 clusters Score -8870462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -8870476.000000 Penalty: 5582.336914
	Iteration 31Q: 3 clusters Score -8870476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -8870479.000000 Penalty: 5582.336914
	Iteration 32Q: 3 clusters Score -8870479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -8870484.000000 Penalty: 5582.336914
	Iteration 33Q: 3 clusters Score -8870484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -8870483.000000 Penalty: 5582.336914
	Iteration 34Q: 3 clusters Score -8870483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -8870483.000000 Penalty: 5582.336914
	Iteration 35F: 3 clusters Score -8870483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248627 members 
Entering Unmasked Estep 
Score: -29134578.000000 Penalty: 3081.079834
	Iteration 0F: 2 clusters Score -2.913458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 124074 members 
Entering Unmasked Estep 
Score: -28976630.000000 Penalty: 6162.159668
	Iteration 0F: 3 clusters Score -2.897663e+07 nChanged 119900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -29047736.000000 Penalty: 6162.159668
	Iteration 1F: 3 clusters Score -2.904774e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134032 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -29049562.000000 Penalty: 6162.159668
	Iteration 2Q: 3 clusters Score -2.904956e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -29053158.000000 Penalty: 6162.159668
	Iteration 3Q: 3 clusters Score -2.905316e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -29059426.000000 Penalty: 6162.159668
	Iteration 4F: 3 clusters Score -2.905943e+07 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164511 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -29068664.000000 Penalty: 6162.159668
	Iteration 5F: 3 clusters Score -2.906866e+07 nChanged 18803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181884 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -29080714.000000 Penalty: 6162.159668
	Iteration 6F: 3 clusters Score -2.908071e+07 nChanged 19189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200171 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -29093514.000000 Penalty: 6162.159668
	Iteration 7F: 3 clusters Score -2.909351e+07 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217045 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -29105554.000000 Penalty: 6162.159668
	Iteration 8F: 3 clusters Score -2.910555e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230388 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -29116266.000000 Penalty: 6162.159668
	Iteration 9F: 3 clusters Score -2.911627e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239269 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -29123918.000000 Penalty: 6162.159668
	Iteration 10Q: 3 clusters Score -2.912392e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244039 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -29128174.000000 Penalty: 6162.159668
	Iteration 11Q: 3 clusters Score -2.912817e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246093 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -29130194.000000 Penalty: 6162.159668
	Iteration 12Q: 3 clusters Score -2.913019e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246930 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -29131038.000000 Penalty: 6162.159668
	Iteration 13Q: 3 clusters Score -2.913104e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247290 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -29131404.000000 Penalty: 6162.159668
	Iteration 14Q: 3 clusters Score -2.91314e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247453 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -29131610.000000 Penalty: 6162.159668
	Iteration 15Q: 3 clusters Score -2.913161e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247533 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -29131780.000000 Penalty: 6162.159668
	Iteration 16Q: 3 clusters Score -2.913178e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247574 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29131912.000000 Penalty: 6162.159668
	Iteration 17Q: 3 clusters Score -2.913191e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247603 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -29131992.000000 Penalty: 6162.159668
	Iteration 18Q: 3 clusters Score -2.913199e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247628 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -29132008.000000 Penalty: 6162.159668
	Iteration 19Q: 3 clusters Score -2.913201e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247652 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -29132010.000000 Penalty: 6162.159668
	Iteration 20F: 3 clusters Score -2.913201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247671 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -29132076.000000 Penalty: 6162.159668
	Iteration 21Q: 3 clusters Score -2.913208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -29132086.000000 Penalty: 6162.159668
	Iteration 22Q: 3 clusters Score -2.913209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247691 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29132138.000000 Penalty: 6162.159668
	Iteration 23Q: 3 clusters Score -2.913214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29132164.000000 Penalty: 6162.159668
	Iteration 24Q: 3 clusters Score -2.913216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247693 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29132172.000000 Penalty: 6162.159668
	Iteration 25Q: 3 clusters Score -2.913217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29132152.000000 Penalty: 6162.159668
	Iteration 26Q: 3 clusters Score -2.913215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29132156.000000 Penalty: 6162.159668
	Iteration 27Q: 3 clusters Score -2.913216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -29132148.000000 Penalty: 6162.159668
	Iteration 28Q: 3 clusters Score -2.913215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29132154.000000 Penalty: 6162.159668
	Iteration 29Q: 3 clusters Score -2.913215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29132168.000000 Penalty: 6162.159668
	Iteration 30Q: 3 clusters Score -2.913217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29132172.000000 Penalty: 6162.159668
	Iteration 31Q: 3 clusters Score -2.913217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29132166.000000 Penalty: 6162.159668
	Iteration 32Q: 3 clusters Score -2.913217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29132172.000000 Penalty: 6162.159668
	Iteration 33Q: 3 clusters Score -2.913217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247684 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -29132178.000000 Penalty: 6162.159668
	Iteration 34Q: 3 clusters Score -2.913218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247684 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -29132188.000000 Penalty: 6162.159668
	Iteration 35Q: 3 clusters Score -2.913219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29132186.000000 Penalty: 6162.159668
	Iteration 36Q: 3 clusters Score -2.913219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247690 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -29132200.000000 Penalty: 6162.159668
	Iteration 37Q: 3 clusters Score -2.91322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247692 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29132202.000000 Penalty: 6162.159668
	Iteration 38Q: 3 clusters Score -2.91322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247691 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29132204.000000 Penalty: 6162.159668
	Iteration 39Q: 3 clusters Score -2.91322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247695 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -29132208.000000 Penalty: 6162.159668
	Iteration 40F: 3 clusters Score -2.913221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247695 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -29132198.000000 Penalty: 6162.159668
	Iteration 41Q: 3 clusters Score -2.91322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247697 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29132200.000000 Penalty: 6162.159668
	Iteration 42Q: 3 clusters Score -2.91322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29132210.000000 Penalty: 6162.159668
	Iteration 43Q: 3 clusters Score -2.913221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29132210.000000 Penalty: 6162.159668
	Iteration 44F: 3 clusters Score -2.913221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -979544.062500 Penalty: 2272.407715
	Iteration 0F: 2 clusters Score -979544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -972145.937500 Penalty: 4544.815430
	Iteration 0F: 3 clusters Score -972145.9 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -974293.875000 Penalty: 4544.815430
	Iteration 1F: 3 clusters Score -974293.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -974648.125000 Penalty: 4544.815430
	Iteration 2F: 3 clusters Score -974648.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -975004.375000 Penalty: 4544.815430
	Iteration 3F: 3 clusters Score -975004.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -975364.562500 Penalty: 4544.815430
	Iteration 4F: 3 clusters Score -975364.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -975782.250000 Penalty: 4544.815430
	Iteration 5F: 3 clusters Score -975782.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -976234.375000 Penalty: 4544.815430
	Iteration 6F: 3 clusters Score -976234.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -976692.437500 Penalty: 4544.815430
	Iteration 7F: 3 clusters Score -976692.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -977094.312500 Penalty: 4544.815430
	Iteration 8F: 3 clusters Score -977094.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -977363.937500 Penalty: 4544.815430
	Iteration 9Q: 3 clusters Score -977363.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -977548.312500 Penalty: 4544.815430
	Iteration 10Q: 3 clusters Score -977548.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -977682.812500 Penalty: 4544.815430
	Iteration 11Q: 3 clusters Score -977682.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -977775.312500 Penalty: 4544.815430
	Iteration 12Q: 3 clusters Score -977775.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -977825.187500 Penalty: 4544.815430
	Iteration 13Q: 3 clusters Score -977825.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -977861.437500 Penalty: 4544.815430
	Iteration 14Q: 3 clusters Score -977861.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -977890.125000 Penalty: 4544.815430
	Iteration 15Q: 3 clusters Score -977890.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -977917.125000 Penalty: 4544.815430
	Iteration 16Q: 3 clusters Score -977917.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -977936.750000 Penalty: 4544.815430
	Iteration 17Q: 3 clusters Score -977936.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -977951.062500 Penalty: 4544.815430
	Iteration 18Q: 3 clusters Score -977951.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -977964.500000 Penalty: 4544.815430
	Iteration 19Q: 3 clusters Score -977964.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -977976.937500 Penalty: 4544.815430
	Iteration 20F: 3 clusters Score -977976.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -977997.812500 Penalty: 4544.815430
	Iteration 21Q: 3 clusters Score -977997.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -978015.687500 Penalty: 4544.815430
	Iteration 22Q: 3 clusters Score -978015.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -978038.437500 Penalty: 4544.815430
	Iteration 23Q: 3 clusters Score -978038.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -978070.000000 Penalty: 4544.815430
	Iteration 24Q: 3 clusters Score -978070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -978089.437500 Penalty: 4544.815430
	Iteration 25Q: 3 clusters Score -978089.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -978109.375000 Penalty: 4544.815430
	Iteration 26Q: 3 clusters Score -978109.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -978121.687500 Penalty: 4544.815430
	Iteration 27Q: 3 clusters Score -978121.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -978136.500000 Penalty: 4544.815430
	Iteration 28Q: 3 clusters Score -978136.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -978147.437500 Penalty: 4544.815430
	Iteration 29Q: 3 clusters Score -978147.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -978160.437500 Penalty: 4544.815430
	Iteration 30Q: 3 clusters Score -978160.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -978168.375000 Penalty: 4544.815430
	Iteration 31Q: 3 clusters Score -978168.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -978180.875000 Penalty: 4544.815430
	Iteration 32Q: 3 clusters Score -978180.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -978189.812500 Penalty: 4544.815430
	Iteration 33Q: 3 clusters Score -978189.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -978198.250000 Penalty: 4544.815430
	Iteration 34Q: 3 clusters Score -978198.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -978208.187500 Penalty: 4544.815430
	Iteration 35Q: 3 clusters Score -978208.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -978215.750000 Penalty: 4544.815430
	Iteration 36Q: 3 clusters Score -978215.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -978221.250000 Penalty: 4544.815430
	Iteration 37Q: 3 clusters Score -978221.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -978229.437500 Penalty: 4544.815430
	Iteration 38Q: 3 clusters Score -978229.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -978231.937500 Penalty: 4544.815430
	Iteration 39Q: 3 clusters Score -978231.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -978242.812500 Penalty: 4544.815430
	Iteration 40F: 3 clusters Score -978242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -978250.625000 Penalty: 4544.815430
	Iteration 41Q: 3 clusters Score -978250.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -978258.125000 Penalty: 4544.815430
	Iteration 42Q: 3 clusters Score -978258.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -978268.812500 Penalty: 4544.815430
	Iteration 43Q: 3 clusters Score -978268.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -978275.687500 Penalty: 4544.815430
	Iteration 44Q: 3 clusters Score -978275.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -978282.625000 Penalty: 4544.815430
	Iteration 45Q: 3 clusters Score -978282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -978289.437500 Penalty: 4544.815430
	Iteration 46Q: 3 clusters Score -978289.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -978292.375000 Penalty: 4544.815430
	Iteration 47Q: 3 clusters Score -978292.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -978297.000000 Penalty: 4544.815430
	Iteration 48Q: 3 clusters Score -978297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -978301.187500 Penalty: 4544.815430
	Iteration 49Q: 3 clusters Score -978301.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -978311.187500 Penalty: 4544.815430
	Iteration 50Q: 3 clusters Score -978311.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -978317.625000 Penalty: 4544.815430
	Iteration 51Q: 3 clusters Score -978317.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -978319.187500 Penalty: 4544.815430
	Iteration 52Q: 3 clusters Score -978319.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -978321.312500 Penalty: 4544.815430
	Iteration 53Q: 3 clusters Score -978321.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -978324.562500 Penalty: 4544.815430
	Iteration 54Q: 3 clusters Score -978324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -978327.875000 Penalty: 4544.815430
	Iteration 55Q: 3 clusters Score -978327.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -978330.437500 Penalty: 4544.815430
	Iteration 56Q: 3 clusters Score -978330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -978332.562500 Penalty: 4544.815430
	Iteration 57Q: 3 clusters Score -978332.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -978337.187500 Penalty: 4544.815430
	Iteration 58Q: 3 clusters Score -978337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -978339.187500 Penalty: 4544.815430
	Iteration 59Q: 3 clusters Score -978339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -978340.312500 Penalty: 4544.815430
	Iteration 60F: 3 clusters Score -978340.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -978346.062500 Penalty: 4544.815430
	Iteration 61Q: 3 clusters Score -978346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -978349.937500 Penalty: 4544.815430
	Iteration 62Q: 3 clusters Score -978349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -978353.062500 Penalty: 4544.815430
	Iteration 63Q: 3 clusters Score -978353.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -978355.625000 Penalty: 4544.815430
	Iteration 64Q: 3 clusters Score -978355.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -978355.562500 Penalty: 4544.815430
	Iteration 65Q: 3 clusters Score -978355.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -978362.000000 Penalty: 4544.815430
	Iteration 66Q: 3 clusters Score -978362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -978364.250000 Penalty: 4544.815430
	Iteration 67Q: 3 clusters Score -978364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -978364.187500 Penalty: 4544.815430
	Iteration 68Q: 3 clusters Score -978364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -978368.375000 Penalty: 4544.815430
	Iteration 69Q: 3 clusters Score -978368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -978369.000000 Penalty: 4544.815430
	Iteration 70Q: 3 clusters Score -978369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -978368.312500 Penalty: 4544.815430
	Iteration 71Q: 3 clusters Score -978368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -978370.125000 Penalty: 4544.815430
	Iteration 72Q: 3 clusters Score -978370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -978371.250000 Penalty: 4544.815430
	Iteration 73Q: 3 clusters Score -978371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -978373.187500 Penalty: 4544.815430
	Iteration 74Q: 3 clusters Score -978373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -978373.562500 Penalty: 4544.815430
	Iteration 75Q: 3 clusters Score -978373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -978374.562500 Penalty: 4544.815430
	Iteration 76Q: 3 clusters Score -978374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -978377.187500 Penalty: 4544.815430
	Iteration 77Q: 3 clusters Score -978377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -978376.625000 Penalty: 4544.815430
	Iteration 78Q: 3 clusters Score -978376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -978384.000000 Penalty: 4544.815430
	Iteration 79Q: 3 clusters Score -978384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -978385.000000 Penalty: 4544.815430
	Iteration 80F: 3 clusters Score -978385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -978394.250000 Penalty: 4544.815430
	Iteration 81Q: 3 clusters Score -978394.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -978406.750000 Penalty: 4544.815430
	Iteration 82Q: 3 clusters Score -978406.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -978420.125000 Penalty: 4544.815430
	Iteration 83Q: 3 clusters Score -978420.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -978435.500000 Penalty: 4544.815430
	Iteration 84Q: 3 clusters Score -978435.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -978456.562500 Penalty: 4544.815430
	Iteration 85Q: 3 clusters Score -978456.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -978478.562500 Penalty: 4544.815430
	Iteration 86Q: 3 clusters Score -978478.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -978495.312500 Penalty: 4544.815430
	Iteration 87Q: 3 clusters Score -978495.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -978511.125000 Penalty: 4544.815430
	Iteration 88Q: 3 clusters Score -978511.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -978527.687500 Penalty: 4544.815430
	Iteration 89Q: 3 clusters Score -978527.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -978540.437500 Penalty: 4544.815430
	Iteration 90Q: 3 clusters Score -978540.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -978550.437500 Penalty: 4544.815430
	Iteration 91Q: 3 clusters Score -978550.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -978557.375000 Penalty: 4544.815430
	Iteration 92Q: 3 clusters Score -978557.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -978564.250000 Penalty: 4544.815430
	Iteration 93Q: 3 clusters Score -978564.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -978569.000000 Penalty: 4544.815430
	Iteration 94Q: 3 clusters Score -978569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -978574.687500 Penalty: 4544.815430
	Iteration 95Q: 3 clusters Score -978574.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -978582.187500 Penalty: 4544.815430
	Iteration 96Q: 3 clusters Score -978582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -978585.625000 Penalty: 4544.815430
	Iteration 97Q: 3 clusters Score -978585.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -978588.500000 Penalty: 4544.815430
	Iteration 98Q: 3 clusters Score -978588.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -978593.000000 Penalty: 4544.815430
	Iteration 99Q: 3 clusters Score -978593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -978594.437500 Penalty: 4544.815430
	Iteration 100F: 3 clusters Score -978594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -978601.812500 Penalty: 4544.815430
	Iteration 101Q: 3 clusters Score -978601.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -978603.750000 Penalty: 4544.815430
	Iteration 102Q: 3 clusters Score -978603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -978610.625000 Penalty: 4544.815430
	Iteration 103Q: 3 clusters Score -978610.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -978609.687500 Penalty: 4544.815430
	Iteration 104Q: 3 clusters Score -978609.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -978609.375000 Penalty: 4544.815430
	Iteration 105Q: 3 clusters Score -978609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -978611.500000 Penalty: 4544.815430
	Iteration 106Q: 3 clusters Score -978611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -978615.625000 Penalty: 4544.815430
	Iteration 107Q: 3 clusters Score -978615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -978615.125000 Penalty: 4544.815430
	Iteration 108Q: 3 clusters Score -978615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -978617.312500 Penalty: 4544.815430
	Iteration 109Q: 3 clusters Score -978617.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -978621.875000 Penalty: 4544.815430
	Iteration 110Q: 3 clusters Score -978621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -978621.937500 Penalty: 4544.815430
	Iteration 111Q: 3 clusters Score -978621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -978622.312500 Penalty: 4544.815430
	Iteration 112Q: 3 clusters Score -978622.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -978625.625000 Penalty: 4544.815430
	Iteration 113Q: 3 clusters Score -978625.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -978625.250000 Penalty: 4544.815430
	Iteration 114Q: 3 clusters Score -978625.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -978626.937500 Penalty: 4544.815430
	Iteration 115Q: 3 clusters Score -978626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -978626.625000 Penalty: 4544.815430
	Iteration 116Q: 3 clusters Score -978626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -978627.125000 Penalty: 4544.815430
	Iteration 117Q: 3 clusters Score -978627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -978630.812500 Penalty: 4544.815430
	Iteration 118Q: 3 clusters Score -978630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -978630.062500 Penalty: 4544.815430
	Iteration 119Q: 3 clusters Score -978630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -978633.375000 Penalty: 4544.815430
	Iteration 120F: 3 clusters Score -978633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -978633.000000 Penalty: 4544.815430
	Iteration 121Q: 3 clusters Score -978633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -978633.687500 Penalty: 4544.815430
	Iteration 122Q: 3 clusters Score -978633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -978633.187500 Penalty: 4544.815430
	Iteration 123Q: 3 clusters Score -978633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -978633.187500 Penalty: 4544.815430
	Iteration 124F: 3 clusters Score -978633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -361446.687500 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -361446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -357952.468750 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -357952.5 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -358791.343750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -358791.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -359228.468750 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -359228.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359667.531250 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -359667.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -359987.593750 Penalty: 4042.202637
	Iteration 4F: 3 clusters Score -359987.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -360191.781250 Penalty: 4042.202637
	Iteration 5F: 3 clusters Score -360191.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -360325.031250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -360325 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -360413.625000 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -360413.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -360478.562500 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -360478.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -360516.781250 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -360516.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -360561.125000 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -360561.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -360598.062500 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -360598.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -360621.218750 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -360621.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -360640.531250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -360640.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -360662.250000 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -360662.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -360679.812500 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -360679.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -360695.562500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -360695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -360711.156250 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -360711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -360727.062500 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -360727.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -360740.718750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -360740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -360748.781250 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -360748.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360754.875000 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -360754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360756.468750 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -360756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -360758.000000 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -360758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360758.437500 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -360758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -360759.406250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -360759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -360760.687500 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -360760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -360760.687500 Penalty: 4042.202637
	Iteration 27F: 3 clusters Score -360760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (171039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Entering Unmasked Estep 
Score: -18146528.000000 Penalty: 2988.312500
	Iteration 0F: 2 clusters Score -1.814653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -18032062.000000 Penalty: 5976.625000
	Iteration 0F: 3 clusters Score -1.803206e+07 nChanged 81728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -18081076.000000 Penalty: 5976.625000
	Iteration 1F: 3 clusters Score -1.808108e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -18083716.000000 Penalty: 5976.625000
	Iteration 2Q: 3 clusters Score -1.808372e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -18087596.000000 Penalty: 5976.625000
	Iteration 3Q: 3 clusters Score -1.80876e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -18093108.000000 Penalty: 5976.625000
	Iteration 4F: 3 clusters Score -1.809311e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -18100536.000000 Penalty: 5976.625000
	Iteration 5F: 3 clusters Score -1.810054e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122353 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -18109270.000000 Penalty: 5976.625000
	Iteration 6F: 3 clusters Score -1.810927e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -18118090.000000 Penalty: 5976.625000
	Iteration 7F: 3 clusters Score -1.811809e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -18125414.000000 Penalty: 5976.625000
	Iteration 8F: 3 clusters Score -1.812541e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -18131016.000000 Penalty: 5976.625000
	Iteration 9Q: 3 clusters Score -1.813102e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -18134904.000000 Penalty: 5976.625000
	Iteration 10Q: 3 clusters Score -1.81349e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156614 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -18137534.000000 Penalty: 5976.625000
	Iteration 11Q: 3 clusters Score -1.813753e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -18139232.000000 Penalty: 5976.625000
	Iteration 12Q: 3 clusters Score -1.813923e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -18140484.000000 Penalty: 5976.625000
	Iteration 13Q: 3 clusters Score -1.814048e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -18141286.000000 Penalty: 5976.625000
	Iteration 14Q: 3 clusters Score -1.814129e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164789 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -18141836.000000 Penalty: 5976.625000
	Iteration 15Q: 3 clusters Score -1.814184e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165917 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -18142374.000000 Penalty: 5976.625000
	Iteration 16Q: 3 clusters Score -1.814237e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -18142752.000000 Penalty: 5976.625000
	Iteration 17Q: 3 clusters Score -1.814275e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167456 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -18143084.000000 Penalty: 5976.625000
	Iteration 18Q: 3 clusters Score -1.814308e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -18143316.000000 Penalty: 5976.625000
	Iteration 19Q: 3 clusters Score -1.814332e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -18143524.000000 Penalty: 5976.625000
	Iteration 20F: 3 clusters Score -1.814352e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -18143682.000000 Penalty: 5976.625000
	Iteration 21Q: 3 clusters Score -1.814368e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -18143882.000000 Penalty: 5976.625000
	Iteration 22Q: 3 clusters Score -1.814388e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18143970.000000 Penalty: 5976.625000
	Iteration 23Q: 3 clusters Score -1.814397e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18144028.000000 Penalty: 5976.625000
	Iteration 24Q: 3 clusters Score -1.814403e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -18144090.000000 Penalty: 5976.625000
	Iteration 25Q: 3 clusters Score -1.814409e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169421 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -18144082.000000 Penalty: 5976.625000
	Iteration 26Q: 3 clusters Score -1.814408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169470 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -18144100.000000 Penalty: 5976.625000
	Iteration 27Q: 3 clusters Score -1.81441e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -18144134.000000 Penalty: 5976.625000
	Iteration 28Q: 3 clusters Score -1.814413e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -18144144.000000 Penalty: 5976.625000
	Iteration 29Q: 3 clusters Score -1.814414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -18144172.000000 Penalty: 5976.625000
	Iteration 30Q: 3 clusters Score -1.814417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18144194.000000 Penalty: 5976.625000
	Iteration 31Q: 3 clusters Score -1.814419e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169611 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -18144162.000000 Penalty: 5976.625000
	Iteration 32Q: 3 clusters Score -1.814416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -18144182.000000 Penalty: 5976.625000
	Iteration 33Q: 3 clusters Score -1.814418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -18144220.000000 Penalty: 5976.625000
	Iteration 34Q: 3 clusters Score -1.814422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -18144214.000000 Penalty: 5976.625000
	Iteration 35Q: 3 clusters Score -1.814421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18144216.000000 Penalty: 5976.625000
	Iteration 36Q: 3 clusters Score -1.814422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169711 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18144232.000000 Penalty: 5976.625000
	Iteration 37Q: 3 clusters Score -1.814423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -18144254.000000 Penalty: 5976.625000
	Iteration 38Q: 3 clusters Score -1.814425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169728 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18144238.000000 Penalty: 5976.625000
	Iteration 39Q: 3 clusters Score -1.814424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169730 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -18144248.000000 Penalty: 5976.625000
	Iteration 40F: 3 clusters Score -1.814425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169728 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18144254.000000 Penalty: 5976.625000
	Iteration 41Q: 3 clusters Score -1.814425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169730 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -18144250.000000 Penalty: 5976.625000
	Iteration 42Q: 3 clusters Score -1.814425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -18144250.000000 Penalty: 5976.625000
	Iteration 43Q: 3 clusters Score -1.814425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18144248.000000 Penalty: 5976.625000
	Iteration 44Q: 3 clusters Score -1.814425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -18144244.000000 Penalty: 5976.625000
	Iteration 45Q: 3 clusters Score -1.814424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169736 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -18144252.000000 Penalty: 5976.625000
	Iteration 46Q: 3 clusters Score -1.814425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -18144242.000000 Penalty: 5976.625000
	Iteration 47Q: 3 clusters Score -1.814424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -18144244.000000 Penalty: 5976.625000
	Iteration 48Q: 3 clusters Score -1.814424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -18144238.000000 Penalty: 5976.625000
	Iteration 49Q: 3 clusters Score -1.814424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18144248.000000 Penalty: 5976.625000
	Iteration 50Q: 3 clusters Score -1.814425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18144250.000000 Penalty: 5976.625000
	Iteration 51Q: 3 clusters Score -1.814425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18144238.000000 Penalty: 5976.625000
	Iteration 52Q: 3 clusters Score -1.814424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18144234.000000 Penalty: 5976.625000
	Iteration 53Q: 3 clusters Score -1.814423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18144240.000000 Penalty: 5976.625000
	Iteration 54Q: 3 clusters Score -1.814424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -18144236.000000 Penalty: 5976.625000
	Iteration 55Q: 3 clusters Score -1.814424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -18144242.000000 Penalty: 5976.625000
	Iteration 56Q: 3 clusters Score -1.814424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -18144242.000000 Penalty: 5976.625000
	Iteration 57F: 3 clusters Score -1.814424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -552114.687500 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -552114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -547493.062500 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -547493.1 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -548641.437500 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -548641.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -548873.125000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -548873.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -549058.250000 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -549058.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -549217.312500 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -549217.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -549358.437500 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -549358.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -549500.125000 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -549500.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -549683.500000 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -549683.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -549895.312500 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -549895.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -550127.750000 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -550127.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -550350.687500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -550350.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -550555.187500 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -550555.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -550709.750000 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -550709.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -550805.937500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -550805.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -550867.937500 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -550867.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -550901.562500 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -550901.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -550923.312500 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -550923.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -550939.062500 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -550939.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -550953.500000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -550953.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -550964.750000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -550964.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -550972.937500 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -550972.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -550978.937500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -550978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -550984.062500 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -550984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -550987.875000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -550987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -550988.250000 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -550988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -550990.062500 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -550990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -550991.437500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -550991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -550992.687500 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -550992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -550996.312500 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -550996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -550997.437500 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -550997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -550999.875000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -550999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -551003.437500 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -551003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -551006.000000 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -551006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -551007.437500 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -551007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -551009.937500 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -551009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -551010.000000 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -551010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -551011.875000 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -551011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -551011.875000 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -551011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -551012.250000 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -551012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -551012.250000 Penalty: 4248.538574
	Iteration 39F: 3 clusters Score -551012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (131308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Entering Unmasked Estep 
Score: -15233052.000000 Penalty: 2922.754639
	Iteration 0F: 2 clusters Score -1.523305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -15144860.000000 Penalty: 5845.509277
	Iteration 0F: 3 clusters Score -1.514486e+07 nChanged 62554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -15181375.000000 Penalty: 5845.509277
	Iteration 1F: 3 clusters Score -1.518138e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -15182537.000000 Penalty: 5845.509277
	Iteration 2Q: 3 clusters Score -1.518254e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -15184311.000000 Penalty: 5845.509277
	Iteration 3Q: 3 clusters Score -1.518431e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -15187578.000000 Penalty: 5845.509277
	Iteration 4F: 3 clusters Score -1.518758e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -15193916.000000 Penalty: 5845.509277
	Iteration 5F: 3 clusters Score -1.519392e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -15203966.000000 Penalty: 5845.509277
	Iteration 6F: 3 clusters Score -1.520397e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -15215565.000000 Penalty: 5845.509277
	Iteration 7F: 3 clusters Score -1.521556e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -15224241.000000 Penalty: 5845.509277
	Iteration 8F: 3 clusters Score -1.522424e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -15228420.000000 Penalty: 5845.509277
	Iteration 9Q: 3 clusters Score -1.522842e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15229830.000000 Penalty: 5845.509277
	Iteration 10Q: 3 clusters Score -1.522983e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130895 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15230180.000000 Penalty: 5845.509277
	Iteration 11Q: 3 clusters Score -1.523018e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130992 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15230356.000000 Penalty: 5845.509277
	Iteration 12Q: 3 clusters Score -1.523036e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131023 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15230413.000000 Penalty: 5845.509277
	Iteration 13Q: 3 clusters Score -1.523041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131034 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15230434.000000 Penalty: 5845.509277
	Iteration 14Q: 3 clusters Score -1.523043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131048 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15230458.000000 Penalty: 5845.509277
	Iteration 15Q: 3 clusters Score -1.523046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131048 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15230468.000000 Penalty: 5845.509277
	Iteration 16Q: 3 clusters Score -1.523047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15230467.000000 Penalty: 5845.509277
	Iteration 17Q: 3 clusters Score -1.523047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131050 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15230477.000000 Penalty: 5845.509277
	Iteration 18Q: 3 clusters Score -1.523048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131052 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15230483.000000 Penalty: 5845.509277
	Iteration 19Q: 3 clusters Score -1.523048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15230474.000000 Penalty: 5845.509277
	Iteration 20F: 3 clusters Score -1.523047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15230475.000000 Penalty: 5845.509277
	Iteration 21Q: 3 clusters Score -1.523048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131058 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15230483.000000 Penalty: 5845.509277
	Iteration 22Q: 3 clusters Score -1.523048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15230497.000000 Penalty: 5845.509277
	Iteration 23Q: 3 clusters Score -1.52305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15230504.000000 Penalty: 5845.509277
	Iteration 24Q: 3 clusters Score -1.52305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15230503.000000 Penalty: 5845.509277
	Iteration 25Q: 3 clusters Score -1.52305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15230496.000000 Penalty: 5845.509277
	Iteration 26Q: 3 clusters Score -1.52305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15230504.000000 Penalty: 5845.509277
	Iteration 27Q: 3 clusters Score -1.52305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15230513.000000 Penalty: 5845.509277
	Iteration 28Q: 3 clusters Score -1.523051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15230513.000000 Penalty: 5845.509277
	Iteration 29F: 3 clusters Score -1.523051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Entering Unmasked Estep 
Score: -4077978.500000 Penalty: 2600.336670
	Iteration 0F: 2 clusters Score -4077978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4053493.750000 Penalty: 5200.673340
	Iteration 0F: 3 clusters Score -4053494 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4062544.250000 Penalty: 5200.673340
	Iteration 1F: 3 clusters Score -4062544 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4063332.750000 Penalty: 5200.673340
	Iteration 2F: 3 clusters Score -4063333 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4064457.000000 Penalty: 5200.673340
	Iteration 3F: 3 clusters Score -4064457 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4066145.500000 Penalty: 5200.673340
	Iteration 4F: 3 clusters Score -4066146 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4068179.750000 Penalty: 5200.673340
	Iteration 5F: 3 clusters Score -4068180 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4069954.750000 Penalty: 5200.673340
	Iteration 6F: 3 clusters Score -4069955 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4071018.500000 Penalty: 5200.673340
	Iteration 7F: 3 clusters Score -4071018 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4071556.750000 Penalty: 5200.673340
	Iteration 8Q: 3 clusters Score -4071557 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4071808.000000 Penalty: 5200.673340
	Iteration 9Q: 3 clusters Score -4071808 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4071974.000000 Penalty: 5200.673340
	Iteration 10Q: 3 clusters Score -4071974 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4072037.250000 Penalty: 5200.673340
	Iteration 11Q: 3 clusters Score -4072037 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4072111.500000 Penalty: 5200.673340
	Iteration 12Q: 3 clusters Score -4072112 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4072154.000000 Penalty: 5200.673340
	Iteration 13Q: 3 clusters Score -4072154 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4072189.000000 Penalty: 5200.673340
	Iteration 14Q: 3 clusters Score -4072189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4072206.500000 Penalty: 5200.673340
	Iteration 15Q: 3 clusters Score -4072206 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4072220.250000 Penalty: 5200.673340
	Iteration 16Q: 3 clusters Score -4072220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -4072251.000000 Penalty: 5200.673340
	Iteration 17Q: 3 clusters Score -4072251 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4072275.750000 Penalty: 5200.673340
	Iteration 18Q: 3 clusters Score -4072276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4072309.500000 Penalty: 5200.673340
	Iteration 19Q: 3 clusters Score -4072310 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4072337.500000 Penalty: 5200.673340
	Iteration 20F: 3 clusters Score -4072338 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4072368.750000 Penalty: 5200.673340
	Iteration 21Q: 3 clusters Score -4072369 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4072423.750000 Penalty: 5200.673340
	Iteration 22Q: 3 clusters Score -4072424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4072486.000000 Penalty: 5200.673340
	Iteration 23Q: 3 clusters Score -4072486 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4072557.750000 Penalty: 5200.673340
	Iteration 24Q: 3 clusters Score -4072558 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4072623.250000 Penalty: 5200.673340
	Iteration 25Q: 3 clusters Score -4072623 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4072708.500000 Penalty: 5200.673340
	Iteration 26Q: 3 clusters Score -4072708 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4072785.000000 Penalty: 5200.673340
	Iteration 27Q: 3 clusters Score -4072785 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4072873.750000 Penalty: 5200.673340
	Iteration 28Q: 3 clusters Score -4072874 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4072968.250000 Penalty: 5200.673340
	Iteration 29Q: 3 clusters Score -4072968 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4073062.500000 Penalty: 5200.673340
	Iteration 30Q: 3 clusters Score -4073062 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4073162.250000 Penalty: 5200.673340
	Iteration 31Q: 3 clusters Score -4073162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4073291.750000 Penalty: 5200.673340
	Iteration 32Q: 3 clusters Score -4073292 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4073413.750000 Penalty: 5200.673340
	Iteration 33Q: 3 clusters Score -4073414 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4073523.750000 Penalty: 5200.673340
	Iteration 34Q: 3 clusters Score -4073524 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4073619.000000 Penalty: 5200.673340
	Iteration 35Q: 3 clusters Score -4073619 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4073760.000000 Penalty: 5200.673340
	Iteration 36Q: 3 clusters Score -4073760 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4073869.500000 Penalty: 5200.673340
	Iteration 37Q: 3 clusters Score -4073870 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4074005.250000 Penalty: 5200.673340
	Iteration 38Q: 3 clusters Score -4074005 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4074143.250000 Penalty: 5200.673340
	Iteration 39Q: 3 clusters Score -4074143 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4074301.000000 Penalty: 5200.673340
	Iteration 40F: 3 clusters Score -4074301 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4074425.750000 Penalty: 5200.673340
	Iteration 41Q: 3 clusters Score -4074426 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -4074556.000000 Penalty: 5200.673340
	Iteration 42Q: 3 clusters Score -4074556 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4074682.750000 Penalty: 5200.673340
	Iteration 43Q: 3 clusters Score -4074683 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4074809.000000 Penalty: 5200.673340
	Iteration 44Q: 3 clusters Score -4074809 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4074923.750000 Penalty: 5200.673340
	Iteration 45Q: 3 clusters Score -4074924 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4075020.250000 Penalty: 5200.673340
	Iteration 46Q: 3 clusters Score -4075020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -4075123.000000 Penalty: 5200.673340
	Iteration 47Q: 3 clusters Score -4075123 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4075213.250000 Penalty: 5200.673340
	Iteration 48Q: 3 clusters Score -4075213 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4075283.500000 Penalty: 5200.673340
	Iteration 49Q: 3 clusters Score -4075284 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4075363.750000 Penalty: 5200.673340
	Iteration 50Q: 3 clusters Score -4075364 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4075426.500000 Penalty: 5200.673340
	Iteration 51Q: 3 clusters Score -4075426 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4075521.500000 Penalty: 5200.673340
	Iteration 52Q: 3 clusters Score -4075522 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4075589.500000 Penalty: 5200.673340
	Iteration 53Q: 3 clusters Score -4075590 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4075669.500000 Penalty: 5200.673340
	Iteration 54Q: 3 clusters Score -4075670 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4075748.000000 Penalty: 5200.673340
	Iteration 55Q: 3 clusters Score -4075748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4075839.250000 Penalty: 5200.673340
	Iteration 56Q: 3 clusters Score -4075839 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4075930.000000 Penalty: 5200.673340
	Iteration 57Q: 3 clusters Score -4075930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4076004.500000 Penalty: 5200.673340
	Iteration 58Q: 3 clusters Score -4076004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4076079.500000 Penalty: 5200.673340
	Iteration 59Q: 3 clusters Score -4076080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4076136.250000 Penalty: 5200.673340
	Iteration 60F: 3 clusters Score -4076136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4076172.500000 Penalty: 5200.673340
	Iteration 61Q: 3 clusters Score -4076172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4076210.000000 Penalty: 5200.673340
	Iteration 62Q: 3 clusters Score -4076210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4076239.000000 Penalty: 5200.673340
	Iteration 63Q: 3 clusters Score -4076239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4076251.250000 Penalty: 5200.673340
	Iteration 64Q: 3 clusters Score -4076251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4076270.750000 Penalty: 5200.673340
	Iteration 65Q: 3 clusters Score -4076271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4076284.000000 Penalty: 5200.673340
	Iteration 66Q: 3 clusters Score -4076284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4076287.250000 Penalty: 5200.673340
	Iteration 67Q: 3 clusters Score -4076287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4076301.250000 Penalty: 5200.673340
	Iteration 68Q: 3 clusters Score -4076301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4076317.000000 Penalty: 5200.673340
	Iteration 69Q: 3 clusters Score -4076317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4076322.000000 Penalty: 5200.673340
	Iteration 70Q: 3 clusters Score -4076322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4076331.250000 Penalty: 5200.673340
	Iteration 71Q: 3 clusters Score -4076331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4076340.000000 Penalty: 5200.673340
	Iteration 72Q: 3 clusters Score -4076340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4076337.500000 Penalty: 5200.673340
	Iteration 73Q: 3 clusters Score -4076338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4076336.000000 Penalty: 5200.673340
	Iteration 74Q: 3 clusters Score -4076336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4076345.500000 Penalty: 5200.673340
	Iteration 75Q: 3 clusters Score -4076346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4076346.250000 Penalty: 5200.673340
	Iteration 76Q: 3 clusters Score -4076346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4076346.000000 Penalty: 5200.673340
	Iteration 77Q: 3 clusters Score -4076346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4076355.000000 Penalty: 5200.673340
	Iteration 78Q: 3 clusters Score -4076355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4076353.250000 Penalty: 5200.673340
	Iteration 79Q: 3 clusters Score -4076353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4076350.000000 Penalty: 5200.673340
	Iteration 80F: 3 clusters Score -4076350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4076349.250000 Penalty: 5200.673340
	Iteration 81Q: 3 clusters Score -4076349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4076348.250000 Penalty: 5200.673340
	Iteration 82Q: 3 clusters Score -4076348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4076353.250000 Penalty: 5200.673340
	Iteration 83Q: 3 clusters Score -4076353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4076351.750000 Penalty: 5200.673340
	Iteration 84Q: 3 clusters Score -4076352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4076354.500000 Penalty: 5200.673340
	Iteration 85Q: 3 clusters Score -4076354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4076358.000000 Penalty: 5200.673340
	Iteration 86Q: 3 clusters Score -4076358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4076361.250000 Penalty: 5200.673340
	Iteration 87Q: 3 clusters Score -4076361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4076361.250000 Penalty: 5200.673340
	Iteration 88F: 3 clusters Score -4076361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -292874.625000 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -292874.6 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 1369 members 
Entering Unmasked Estep 
Score: -289771.093750 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -289771.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -290454.187500 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -290454.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290800.406250 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -290800.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -291159.375000 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -291159.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -291538.906250 Penalty: 3922.924561
	Iteration 4F: 3 clusters Score -291538.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -291719.062500 Penalty: 3922.924561
	Iteration 5F: 3 clusters Score -291719.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -291832.250000 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -291832.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -291908.281250 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -291908.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -291939.593750 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -291939.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -291960.406250 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -291960.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -291976.593750 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -291976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -291992.125000 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -291992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -292003.750000 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -292003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -292011.375000 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -292011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -292016.406250 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -292016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -292021.250000 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -292021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -292023.343750 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -292023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -292025.250000 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -292025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -292026.468750 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -292026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -292027.656250 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -292027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -292028.125000 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -292028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -292028.750000 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -292028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -292028.750000 Penalty: 3922.924561
	Iteration 22F: 3 clusters Score -292028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Entering Unmasked Estep 
Score: -1133668.750000 Penalty: 2289.318604
	Iteration 0F: 2 clusters Score -1133669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1125933.500000 Penalty: 4578.637207
	Iteration 0F: 3 clusters Score -1125934 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1128339.375000 Penalty: 4578.637207
	Iteration 1F: 3 clusters Score -1128339 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1128887.375000 Penalty: 4578.637207
	Iteration 2F: 3 clusters Score -1128887 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1129435.875000 Penalty: 4578.637207
	Iteration 3F: 3 clusters Score -1129436 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1129976.000000 Penalty: 4578.637207
	Iteration 4F: 3 clusters Score -1129976 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1130541.000000 Penalty: 4578.637207
	Iteration 5F: 3 clusters Score -1130541 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1131167.375000 Penalty: 4578.637207
	Iteration 6F: 3 clusters Score -1131167 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1131970.750000 Penalty: 4578.637207
	Iteration 7F: 3 clusters Score -1131971 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1133037.375000 Penalty: 4578.637207
	Iteration 8F: 3 clusters Score -1133037 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1134041.875000 Penalty: 4578.637207
	Iteration 9F: 3 clusters Score -1134042 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1134650.125000 Penalty: 4578.637207
	Iteration 10Q: 3 clusters Score -1134650 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1134847.250000 Penalty: 4578.637207
	Iteration 11Q: 3 clusters Score -1134847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1134883.875000 Penalty: 4578.637207
	Iteration 12Q: 3 clusters Score -1134884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1134890.250000 Penalty: 4578.637207
	Iteration 13Q: 3 clusters Score -1134890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1134894.875000 Penalty: 4578.637207
	Iteration 14Q: 3 clusters Score -1134895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1134895.375000 Penalty: 4578.637207
	Iteration 15Q: 3 clusters Score -1134895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1134898.625000 Penalty: 4578.637207
	Iteration 16Q: 3 clusters Score -1134899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1134897.875000 Penalty: 4578.637207
	Iteration 17Q: 3 clusters Score -1134898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1134896.750000 Penalty: 4578.637207
	Iteration 18Q: 3 clusters Score -1134897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1134897.500000 Penalty: 4578.637207
	Iteration 19Q: 3 clusters Score -1134898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1134897.500000 Penalty: 4578.637207
	Iteration 20F: 3 clusters Score -1134898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63461 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32459 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5853 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10002 members 
Mstep: Class 91 contains 2933 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Mstep: Class 101 contains 4108 members 
Entering Unmasked Estep 
Score: -212298160.000000 Penalty: 362902.031250
Splitting cluster 17 changes total score from -212298752.000000 to -212298160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -807152.375000 Penalty: 2230.092529
	Iteration 0F: 2 clusters Score -807152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -800672.312500 Penalty: 4460.185059
	Iteration 0F: 3 clusters Score -800672.3 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -802623.250000 Penalty: 4460.185059
	Iteration 1F: 3 clusters Score -802623.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -803031.437500 Penalty: 4460.185059
	Iteration 2F: 3 clusters Score -803031.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -803355.937500 Penalty: 4460.185059
	Iteration 3F: 3 clusters Score -803355.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -803706.375000 Penalty: 4460.185059
	Iteration 4F: 3 clusters Score -803706.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -804009.062500 Penalty: 4460.185059
	Iteration 5F: 3 clusters Score -804009.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -804257.750000 Penalty: 4460.185059
	Iteration 6Q: 3 clusters Score -804257.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -804472.937500 Penalty: 4460.185059
	Iteration 7Q: 3 clusters Score -804472.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -804652.125000 Penalty: 4460.185059
	Iteration 8Q: 3 clusters Score -804652.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -804829.062500 Penalty: 4460.185059
	Iteration 9Q: 3 clusters Score -804829.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -804980.125000 Penalty: 4460.185059
	Iteration 10Q: 3 clusters Score -804980.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -805123.312500 Penalty: 4460.185059
	Iteration 11Q: 3 clusters Score -805123.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -805222.312500 Penalty: 4460.185059
	Iteration 12Q: 3 clusters Score -805222.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -805316.812500 Penalty: 4460.185059
	Iteration 13Q: 3 clusters Score -805316.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -805422.625000 Penalty: 4460.185059
	Iteration 14Q: 3 clusters Score -805422.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -805498.125000 Penalty: 4460.185059
	Iteration 15Q: 3 clusters Score -805498.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -805572.187500 Penalty: 4460.185059
	Iteration 16Q: 3 clusters Score -805572.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -805653.875000 Penalty: 4460.185059
	Iteration 17Q: 3 clusters Score -805653.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -805733.187500 Penalty: 4460.185059
	Iteration 18Q: 3 clusters Score -805733.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -805803.437500 Penalty: 4460.185059
	Iteration 19Q: 3 clusters Score -805803.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -805861.625000 Penalty: 4460.185059
	Iteration 20F: 3 clusters Score -805861.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -805917.375000 Penalty: 4460.185059
	Iteration 21Q: 3 clusters Score -805917.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -805978.500000 Penalty: 4460.185059
	Iteration 22Q: 3 clusters Score -805978.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -806033.812500 Penalty: 4460.185059
	Iteration 23Q: 3 clusters Score -806033.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -806077.500000 Penalty: 4460.185059
	Iteration 24Q: 3 clusters Score -806077.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -806131.750000 Penalty: 4460.185059
	Iteration 25Q: 3 clusters Score -806131.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -806179.687500 Penalty: 4460.185059
	Iteration 26Q: 3 clusters Score -806179.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -806222.562500 Penalty: 4460.185059
	Iteration 27Q: 3 clusters Score -806222.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -806259.937500 Penalty: 4460.185059
	Iteration 28Q: 3 clusters Score -806259.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -806287.625000 Penalty: 4460.185059
	Iteration 29Q: 3 clusters Score -806287.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -806299.625000 Penalty: 4460.185059
	Iteration 30Q: 3 clusters Score -806299.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -806315.125000 Penalty: 4460.185059
	Iteration 31Q: 3 clusters Score -806315.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -806331.062500 Penalty: 4460.185059
	Iteration 32Q: 3 clusters Score -806331.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -806344.250000 Penalty: 4460.185059
	Iteration 33Q: 3 clusters Score -806344.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -806355.062500 Penalty: 4460.185059
	Iteration 34Q: 3 clusters Score -806355.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -806358.125000 Penalty: 4460.185059
	Iteration 35Q: 3 clusters Score -806358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -806364.500000 Penalty: 4460.185059
	Iteration 36Q: 3 clusters Score -806364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -806367.187500 Penalty: 4460.185059
	Iteration 37Q: 3 clusters Score -806367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -806368.375000 Penalty: 4460.185059
	Iteration 38Q: 3 clusters Score -806368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -806369.875000 Penalty: 4460.185059
	Iteration 39Q: 3 clusters Score -806369.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -806372.000000 Penalty: 4460.185059
	Iteration 40F: 3 clusters Score -806372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -806373.875000 Penalty: 4460.185059
	Iteration 41Q: 3 clusters Score -806373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -806374.812500 Penalty: 4460.185059
	Iteration 42Q: 3 clusters Score -806374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -806376.000000 Penalty: 4460.185059
	Iteration 43Q: 3 clusters Score -806376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -806376.562500 Penalty: 4460.185059
	Iteration 44Q: 3 clusters Score -806376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -806377.687500 Penalty: 4460.185059
	Iteration 45Q: 3 clusters Score -806377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -806377.687500 Penalty: 4460.185059
	Iteration 46F: 3 clusters Score -806377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Entering Unmasked Estep 
Score: -6859905.500000 Penalty: 2726.907471
	Iteration 0F: 2 clusters Score -6859906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -6819922.000000 Penalty: 5453.814941
	Iteration 0F: 3 clusters Score -6819922 nChanged 27521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -6835171.500000 Penalty: 5453.814941
	Iteration 1F: 3 clusters Score -6835172 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -6835874.000000 Penalty: 5453.814941
	Iteration 2Q: 3 clusters Score -6835874 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -6836738.000000 Penalty: 5453.814941
	Iteration 3Q: 3 clusters Score -6836738 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -6838062.500000 Penalty: 5453.814941
	Iteration 4Q: 3 clusters Score -6838062 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -6840095.500000 Penalty: 5453.814941
	Iteration 5F: 3 clusters Score -6840096 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -6843442.000000 Penalty: 5453.814941
	Iteration 6F: 3 clusters Score -6843442 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -6848016.000000 Penalty: 5453.814941
	Iteration 7F: 3 clusters Score -6848016 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -6852383.500000 Penalty: 5453.814941
	Iteration 8F: 3 clusters Score -6852384 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -6855204.000000 Penalty: 5453.814941
	Iteration 9Q: 3 clusters Score -6855204 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -6856494.000000 Penalty: 5453.814941
	Iteration 10Q: 3 clusters Score -6856494 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -6857083.500000 Penalty: 5453.814941
	Iteration 11Q: 3 clusters Score -6857084 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -6857347.000000 Penalty: 5453.814941
	Iteration 12Q: 3 clusters Score -6857347 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -6857524.000000 Penalty: 5453.814941
	Iteration 13Q: 3 clusters Score -6857524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -6857613.000000 Penalty: 5453.814941
	Iteration 14Q: 3 clusters Score -6857613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -6857662.500000 Penalty: 5453.814941
	Iteration 15Q: 3 clusters Score -6857662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -6857697.500000 Penalty: 5453.814941
	Iteration 16Q: 3 clusters Score -6857698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -6857735.000000 Penalty: 5453.814941
	Iteration 17Q: 3 clusters Score -6857735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -6857763.500000 Penalty: 5453.814941
	Iteration 18Q: 3 clusters Score -6857764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -6857788.000000 Penalty: 5453.814941
	Iteration 19Q: 3 clusters Score -6857788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -6857799.000000 Penalty: 5453.814941
	Iteration 20F: 3 clusters Score -6857799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -6857805.500000 Penalty: 5453.814941
	Iteration 21Q: 3 clusters Score -6857806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6857812.500000 Penalty: 5453.814941
	Iteration 22Q: 3 clusters Score -6857812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -6857824.500000 Penalty: 5453.814941
	Iteration 23Q: 3 clusters Score -6857824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6857837.000000 Penalty: 5453.814941
	Iteration 24Q: 3 clusters Score -6857837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -6857854.500000 Penalty: 5453.814941
	Iteration 25Q: 3 clusters Score -6857854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6857863.000000 Penalty: 5453.814941
	Iteration 26Q: 3 clusters Score -6857863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -6857876.500000 Penalty: 5453.814941
	Iteration 27Q: 3 clusters Score -6857876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -6857881.000000 Penalty: 5453.814941
	Iteration 28Q: 3 clusters Score -6857881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6857892.000000 Penalty: 5453.814941
	Iteration 29Q: 3 clusters Score -6857892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -6857901.500000 Penalty: 5453.814941
	Iteration 30Q: 3 clusters Score -6857902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6857899.500000 Penalty: 5453.814941
	Iteration 31Q: 3 clusters Score -6857900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -6857908.000000 Penalty: 5453.814941
	Iteration 32Q: 3 clusters Score -6857908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6857901.500000 Penalty: 5453.814941
	Iteration 33Q: 3 clusters Score -6857902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -6857904.500000 Penalty: 5453.814941
	Iteration 34Q: 3 clusters Score -6857904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -6857910.000000 Penalty: 5453.814941
	Iteration 35Q: 3 clusters Score -6857910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -6857909.000000 Penalty: 5453.814941
	Iteration 36Q: 3 clusters Score -6857909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -6857911.000000 Penalty: 5453.814941
	Iteration 37Q: 3 clusters Score -6857911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -6857915.000000 Penalty: 5453.814941
	Iteration 38Q: 3 clusters Score -6857915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -6857914.000000 Penalty: 5453.814941
	Iteration 39Q: 3 clusters Score -6857914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -6857916.000000 Penalty: 5453.814941
	Iteration 40F: 3 clusters Score -6857916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -896609.187500 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -896609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -890303.812500 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -890303.8 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -892082.937500 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -892082.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -892379.437500 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -892379.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -892538.187500 Penalty: 4448.640625
	Iteration 3Q: 3 clusters Score -892538.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -892675.187500 Penalty: 4448.640625
	Iteration 4Q: 3 clusters Score -892675.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -892789.250000 Penalty: 4448.640625
	Iteration 5Q: 3 clusters Score -892789.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -892889.250000 Penalty: 4448.640625
	Iteration 6Q: 3 clusters Score -892889.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -892977.687500 Penalty: 4448.640625
	Iteration 7Q: 3 clusters Score -892977.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -893051.250000 Penalty: 4448.640625
	Iteration 8Q: 3 clusters Score -893051.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -893117.187500 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -893117.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -893177.937500 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -893177.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -893238.687500 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -893238.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -893309.437500 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -893309.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -893386.500000 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -893386.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -893458.625000 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -893458.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -893523.437500 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -893523.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -893600.000000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -893600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -893704.937500 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -893704.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -893819.687500 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -893819.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -893906.875000 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -893906.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -893969.687500 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -893969.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -894021.500000 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -894021.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -894065.062500 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -894065.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -894102.000000 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -894102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -894130.500000 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -894130.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -894151.125000 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -894151.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -894177.875000 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -894177.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -894200.250000 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -894200.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -894225.812500 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -894225.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -894244.000000 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -894244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -894268.000000 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -894268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -894293.187500 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -894293.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -894307.625000 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -894307.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -894325.875000 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -894325.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -894337.625000 Penalty: 4448.640625
	Iteration 34Q: 3 clusters Score -894337.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -894348.500000 Penalty: 4448.640625
	Iteration 35Q: 3 clusters Score -894348.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -894368.312500 Penalty: 4448.640625
	Iteration 36Q: 3 clusters Score -894368.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -894392.500000 Penalty: 4448.640625
	Iteration 37Q: 3 clusters Score -894392.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -894416.062500 Penalty: 4448.640625
	Iteration 38Q: 3 clusters Score -894416.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -894442.187500 Penalty: 4448.640625
	Iteration 39Q: 3 clusters Score -894442.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -894464.687500 Penalty: 4448.640625
	Iteration 40F: 3 clusters Score -894464.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -894483.187500 Penalty: 4448.640625
	Iteration 41Q: 3 clusters Score -894483.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -894503.125000 Penalty: 4448.640625
	Iteration 42Q: 3 clusters Score -894503.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -894523.625000 Penalty: 4448.640625
	Iteration 43Q: 3 clusters Score -894523.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -894537.500000 Penalty: 4448.640625
	Iteration 44Q: 3 clusters Score -894537.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -894551.500000 Penalty: 4448.640625
	Iteration 45Q: 3 clusters Score -894551.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -894569.750000 Penalty: 4448.640625
	Iteration 46Q: 3 clusters Score -894569.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -894587.812500 Penalty: 4448.640625
	Iteration 47Q: 3 clusters Score -894587.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -894600.937500 Penalty: 4448.640625
	Iteration 48Q: 3 clusters Score -894600.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -894613.562500 Penalty: 4448.640625
	Iteration 49Q: 3 clusters Score -894613.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -894620.687500 Penalty: 4448.640625
	Iteration 50Q: 3 clusters Score -894620.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -894626.812500 Penalty: 4448.640625
	Iteration 51Q: 3 clusters Score -894626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -894636.125000 Penalty: 4448.640625
	Iteration 52Q: 3 clusters Score -894636.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -894643.562500 Penalty: 4448.640625
	Iteration 53Q: 3 clusters Score -894643.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -894646.875000 Penalty: 4448.640625
	Iteration 54Q: 3 clusters Score -894646.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -894650.500000 Penalty: 4448.640625
	Iteration 55Q: 3 clusters Score -894650.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -894656.187500 Penalty: 4448.640625
	Iteration 56Q: 3 clusters Score -894656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -894662.750000 Penalty: 4448.640625
	Iteration 57Q: 3 clusters Score -894662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -894668.500000 Penalty: 4448.640625
	Iteration 58Q: 3 clusters Score -894668.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -894676.750000 Penalty: 4448.640625
	Iteration 59Q: 3 clusters Score -894676.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -894683.750000 Penalty: 4448.640625
	Iteration 60F: 3 clusters Score -894683.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -894689.625000 Penalty: 4448.640625
	Iteration 61Q: 3 clusters Score -894689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -894693.625000 Penalty: 4448.640625
	Iteration 62Q: 3 clusters Score -894693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -894699.187500 Penalty: 4448.640625
	Iteration 63Q: 3 clusters Score -894699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -894704.562500 Penalty: 4448.640625
	Iteration 64Q: 3 clusters Score -894704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -894710.062500 Penalty: 4448.640625
	Iteration 65Q: 3 clusters Score -894710.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -894715.500000 Penalty: 4448.640625
	Iteration 66Q: 3 clusters Score -894715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -894721.312500 Penalty: 4448.640625
	Iteration 67Q: 3 clusters Score -894721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -894724.875000 Penalty: 4448.640625
	Iteration 68Q: 3 clusters Score -894724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -894730.687500 Penalty: 4448.640625
	Iteration 69Q: 3 clusters Score -894730.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -894735.312500 Penalty: 4448.640625
	Iteration 70Q: 3 clusters Score -894735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -894737.312500 Penalty: 4448.640625
	Iteration 71Q: 3 clusters Score -894737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -894741.125000 Penalty: 4448.640625
	Iteration 72Q: 3 clusters Score -894741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -894744.812500 Penalty: 4448.640625
	Iteration 73Q: 3 clusters Score -894744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -894744.687500 Penalty: 4448.640625
	Iteration 74Q: 3 clusters Score -894744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -894746.187500 Penalty: 4448.640625
	Iteration 75Q: 3 clusters Score -894746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -894748.500000 Penalty: 4448.640625
	Iteration 76Q: 3 clusters Score -894748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -894747.250000 Penalty: 4448.640625
	Iteration 77Q: 3 clusters Score -894747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -894748.375000 Penalty: 4448.640625
	Iteration 78Q: 3 clusters Score -894748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -894752.875000 Penalty: 4448.640625
	Iteration 79Q: 3 clusters Score -894752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -894758.500000 Penalty: 4448.640625
	Iteration 80F: 3 clusters Score -894758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -894759.937500 Penalty: 4448.640625
	Iteration 81Q: 3 clusters Score -894759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -894766.312500 Penalty: 4448.640625
	Iteration 82Q: 3 clusters Score -894766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -894767.312500 Penalty: 4448.640625
	Iteration 83Q: 3 clusters Score -894767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -894768.500000 Penalty: 4448.640625
	Iteration 84Q: 3 clusters Score -894768.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -894770.687500 Penalty: 4448.640625
	Iteration 85Q: 3 clusters Score -894770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -894771.125000 Penalty: 4448.640625
	Iteration 86Q: 3 clusters Score -894771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -894771.000000 Penalty: 4448.640625
	Iteration 87Q: 3 clusters Score -894771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -894772.250000 Penalty: 4448.640625
	Iteration 88Q: 3 clusters Score -894772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -894772.437500 Penalty: 4448.640625
	Iteration 89Q: 3 clusters Score -894772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -894774.250000 Penalty: 4448.640625
	Iteration 90Q: 3 clusters Score -894774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -894773.312500 Penalty: 4448.640625
	Iteration 91Q: 3 clusters Score -894773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -894774.000000 Penalty: 4448.640625
	Iteration 92Q: 3 clusters Score -894774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -894773.250000 Penalty: 4448.640625
	Iteration 93Q: 3 clusters Score -894773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -894773.750000 Penalty: 4448.640625
	Iteration 94Q: 3 clusters Score -894773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -894777.000000 Penalty: 4448.640625
	Iteration 95Q: 3 clusters Score -894777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -894778.437500 Penalty: 4448.640625
	Iteration 96Q: 3 clusters Score -894778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -894780.375000 Penalty: 4448.640625
	Iteration 97Q: 3 clusters Score -894780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -894781.125000 Penalty: 4448.640625
	Iteration 98Q: 3 clusters Score -894781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -894783.625000 Penalty: 4448.640625
	Iteration 99Q: 3 clusters Score -894783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -894786.625000 Penalty: 4448.640625
	Iteration 100F: 3 clusters Score -894786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -894790.312500 Penalty: 4448.640625
	Iteration 101Q: 3 clusters Score -894790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -894791.312500 Penalty: 4448.640625
	Iteration 102Q: 3 clusters Score -894791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -894794.312500 Penalty: 4448.640625
	Iteration 103Q: 3 clusters Score -894794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -894797.375000 Penalty: 4448.640625
	Iteration 104Q: 3 clusters Score -894797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -894798.312500 Penalty: 4448.640625
	Iteration 105Q: 3 clusters Score -894798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -894799.687500 Penalty: 4448.640625
	Iteration 106Q: 3 clusters Score -894799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -894803.437500 Penalty: 4448.640625
	Iteration 107Q: 3 clusters Score -894803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -894804.000000 Penalty: 4448.640625
	Iteration 108Q: 3 clusters Score -894804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -894803.687500 Penalty: 4448.640625
	Iteration 109Q: 3 clusters Score -894803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -894806.500000 Penalty: 4448.640625
	Iteration 110Q: 3 clusters Score -894806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -894808.125000 Penalty: 4448.640625
	Iteration 111Q: 3 clusters Score -894808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -894809.375000 Penalty: 4448.640625
	Iteration 112Q: 3 clusters Score -894809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -894809.375000 Penalty: 4448.640625
	Iteration 113F: 3 clusters Score -894809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -34195.375000 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -34195.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32912.597656 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -32912.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33205.292969 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -33205.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33411.187500 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -33411.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33584.710938 Penalty: 2937.102783
	Iteration 3F: 3 clusters Score -33584.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -33870.429688 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -33870.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -34199.531250 Penalty: 2937.102783
	Iteration 5F: 3 clusters Score -34199.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34425.273438 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -34425.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -34475.738281 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -34475.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -34506.937500 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -34506.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -34526.738281 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -34526.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -34532.222656 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -34532.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -34536.507812 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -34536.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -34539.882812 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -34539.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -34539.882812 Penalty: 2937.102783
	Iteration 13F: 3 clusters Score -34539.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 63461 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 171039 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 131308 members 
Mstep: Class 15 contains 35783 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 59611 members 
Mstep: Class 20 contains 7856 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 16542 members 
Mstep: Class 24 contains 32459 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 13403 members 
Mstep: Class 29 contains 15021 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 5511 members 
Mstep: Class 33 contains 30721 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 10992 members 
Mstep: Class 36 contains 30875 members 
Mstep: Class 37 contains 29110 members 
Mstep: Class 38 contains 16854 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 10325 members 
Mstep: Class 41 contains 6915 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 54312 members 
Mstep: Class 44 contains 38307 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 41754 members 
Mstep: Class 47 contains 9862 members 
Mstep: Class 48 contains 1279 members 
Mstep: Class 49 contains 11752 members 
Mstep: Class 50 contains 20600 members 
Mstep: Class 51 contains 16388 members 
Mstep: Class 52 contains 4374 members 
Mstep: Class 53 contains 8802 members 
Mstep: Class 54 contains 6977 members 
Mstep: Class 55 contains 33387 members 
Mstep: Class 56 contains 918 members 
Mstep: Class 57 contains 3730 members 
Mstep: Class 58 contains 47617 members 
Mstep: Class 59 contains 3706 members 
Mstep: Class 60 contains 11933 members 
Mstep: Class 61 contains 12609 members 
Mstep: Class 62 contains 3425 members 
Mstep: Class 63 contains 8605 members 
Mstep: Class 64 contains 5639 members 
Mstep: Class 65 contains 2531 members 
Mstep: Class 66 contains 7485 members 
Mstep: Class 67 contains 4828 members 
Mstep: Class 68 contains 4657 members 
Mstep: Class 69 contains 7524 members 
Mstep: Class 70 contains 5345 members 
Mstep: Class 71 contains 1948 members 
Mstep: Class 72 contains 7219 members 
Mstep: Class 73 contains 5023 members 
Mstep: Class 74 contains 840 members 
Mstep: Class 75 contains 17606 members 
Mstep: Class 76 contains 21968 members 
Mstep: Class 77 contains 1939 members 
Mstep: Class 78 contains 5853 members 
Mstep: Class 79 contains 44986 members 
Mstep: Class 80 contains 1672 members 
Mstep: Class 81 contains 2403 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 13372 members 
Mstep: Class 84 contains 1714 members 
Mstep: Class 85 contains 6103 members 
Mstep: Class 86 contains 6737 members 
Mstep: Class 87 contains 3091 members 
Mstep: Class 88 contains 836 members 
Mstep: Class 89 contains 2337 members 
Mstep: Class 90 contains 10002 members 
Mstep: Class 91 contains 2933 members 
Mstep: Class 92 contains 5515 members 
Mstep: Class 93 contains 2019 members 
Mstep: Class 94 contains 50687 members 
Mstep: Class 95 contains 6237 members 
Mstep: Class 96 contains 5430 members 
Mstep: Class 97 contains 1544 members 
Mstep: Class 98 contains 3178 members 
Mstep: Class 99 contains 1596 members 
Mstep: Class 100 contains 3168 members 
Mstep: Class 101 contains 87 members 
Entering Unmasked Estep 
Score: -212296896.000000 Penalty: 362902.031250
Splitting cluster 21 changes total score from -212298752.000000 to -212296896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (12588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Entering Unmasked Estep 
Score: -1410743.375000 Penalty: 2341.243896
	Iteration 0F: 2 clusters Score -1410743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1401457.500000 Penalty: 4682.487793
	Iteration 0F: 3 clusters Score -1401458 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1404464.875000 Penalty: 4682.487793
	Iteration 1F: 3 clusters Score -1404465 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1405106.125000 Penalty: 4682.487793
	Iteration 2F: 3 clusters Score -1405106 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1405577.000000 Penalty: 4682.487793
	Iteration 3F: 3 clusters Score -1405577 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1405927.750000 Penalty: 4682.487793
	Iteration 4F: 3 clusters Score -1405928 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1406208.875000 Penalty: 4682.487793
	Iteration 5Q: 3 clusters Score -1406209 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1406454.125000 Penalty: 4682.487793
	Iteration 6Q: 3 clusters Score -1406454 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1406682.750000 Penalty: 4682.487793
	Iteration 7Q: 3 clusters Score -1406683 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1406909.500000 Penalty: 4682.487793
	Iteration 8Q: 3 clusters Score -1406910 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1407161.375000 Penalty: 4682.487793
	Iteration 9Q: 3 clusters Score -1407161 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1407387.500000 Penalty: 4682.487793
	Iteration 10Q: 3 clusters Score -1407388 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1407542.875000 Penalty: 4682.487793
	Iteration 11Q: 3 clusters Score -1407543 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1407675.750000 Penalty: 4682.487793
	Iteration 12Q: 3 clusters Score -1407676 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1407801.000000 Penalty: 4682.487793
	Iteration 13Q: 3 clusters Score -1407801 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1407922.250000 Penalty: 4682.487793
	Iteration 14Q: 3 clusters Score -1407922 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1408019.250000 Penalty: 4682.487793
	Iteration 15Q: 3 clusters Score -1408019 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1408101.500000 Penalty: 4682.487793
	Iteration 16Q: 3 clusters Score -1408102 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1408170.125000 Penalty: 4682.487793
	Iteration 17Q: 3 clusters Score -1408170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1408216.625000 Penalty: 4682.487793
	Iteration 18Q: 3 clusters Score -1408217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1408252.250000 Penalty: 4682.487793
	Iteration 19Q: 3 clusters Score -1408252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1408278.625000 Penalty: 4682.487793
	Iteration 20F: 3 clusters Score -1408279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1408298.875000 Penalty: 4682.487793
	Iteration 21Q: 3 clusters Score -1408299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1408318.375000 Penalty: 4682.487793
	Iteration 22Q: 3 clusters Score -1408318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1408343.375000 Penalty: 4682.487793
	Iteration 23Q: 3 clusters Score -1408343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1408366.875000 Penalty: 4682.487793
	Iteration 24Q: 3 clusters Score -1408367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1408388.750000 Penalty: 4682.487793
	Iteration 25Q: 3 clusters Score -1408389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1408407.125000 Penalty: 4682.487793
	Iteration 26Q: 3 clusters Score -1408407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1408417.625000 Penalty: 4682.487793
	Iteration 27Q: 3 clusters Score -1408418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1408432.750000 Penalty: 4682.487793
	Iteration 28Q: 3 clusters Score -1408433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1408441.625000 Penalty: 4682.487793
	Iteration 29Q: 3 clusters Score -1408442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1408452.875000 Penalty: 4682.487793
	Iteration 30Q: 3 clusters Score -1408453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1408457.250000 Penalty: 4682.487793
	Iteration 31Q: 3 clusters Score -1408457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1408466.125000 Penalty: 4682.487793
	Iteration 32Q: 3 clusters Score -1408466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1408471.500000 Penalty: 4682.487793
	Iteration 33Q: 3 clusters Score -1408472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1408479.250000 Penalty: 4682.487793
	Iteration 34Q: 3 clusters Score -1408479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1408483.125000 Penalty: 4682.487793
	Iteration 35Q: 3 clusters Score -1408483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1408490.750000 Penalty: 4682.487793
	Iteration 36Q: 3 clusters Score -1408491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1408500.125000 Penalty: 4682.487793
	Iteration 37Q: 3 clusters Score -1408500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1408505.750000 Penalty: 4682.487793
	Iteration 38Q: 3 clusters Score -1408506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1408507.625000 Penalty: 4682.487793
	Iteration 39Q: 3 clusters Score -1408508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1408508.875000 Penalty: 4682.487793
	Iteration 40F: 3 clusters Score -1408509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1408512.375000 Penalty: 4682.487793
	Iteration 41Q: 3 clusters Score -1408512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1408513.500000 Penalty: 4682.487793
	Iteration 42Q: 3 clusters Score -1408514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1408518.000000 Penalty: 4682.487793
	Iteration 43Q: 3 clusters Score -1408518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1408523.625000 Penalty: 4682.487793
	Iteration 44Q: 3 clusters Score -1408524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1408527.375000 Penalty: 4682.487793
	Iteration 45Q: 3 clusters Score -1408527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1408532.000000 Penalty: 4682.487793
	Iteration 46Q: 3 clusters Score -1408532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1408536.625000 Penalty: 4682.487793
	Iteration 47Q: 3 clusters Score -1408537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1408538.875000 Penalty: 4682.487793
	Iteration 48Q: 3 clusters Score -1408539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1408539.375000 Penalty: 4682.487793
	Iteration 49Q: 3 clusters Score -1408539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1408540.750000 Penalty: 4682.487793
	Iteration 50Q: 3 clusters Score -1408541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1408541.000000 Penalty: 4682.487793
	Iteration 51Q: 3 clusters Score -1408541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1408541.000000 Penalty: 4682.487793
	Iteration 52Q: 3 clusters Score -1408541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1408541.125000 Penalty: 4682.487793
	Iteration 53Q: 3 clusters Score -1408541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1408539.375000 Penalty: 4682.487793
	Iteration 54Q: 3 clusters Score -1408539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1408540.500000 Penalty: 4682.487793
	Iteration 55Q: 3 clusters Score -1408540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1408543.250000 Penalty: 4682.487793
	Iteration 56Q: 3 clusters Score -1408543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1408543.625000 Penalty: 4682.487793
	Iteration 57Q: 3 clusters Score -1408544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1408548.250000 Penalty: 4682.487793
	Iteration 58Q: 3 clusters Score -1408548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1408550.625000 Penalty: 4682.487793
	Iteration 59Q: 3 clusters Score -1408551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1408551.000000 Penalty: 4682.487793
	Iteration 60F: 3 clusters Score -1408551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1408551.875000 Penalty: 4682.487793
	Iteration 61Q: 3 clusters Score -1408552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1408551.875000 Penalty: 4682.487793
	Iteration 62F: 3 clusters Score -1408552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Entering Unmasked Estep 
Score: -1906062.125000 Penalty: 2408.987305
	Iteration 0F: 2 clusters Score -1906062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1894228.750000 Penalty: 4817.974609
	Iteration 0F: 3 clusters Score -1894229 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1898050.250000 Penalty: 4817.974609
	Iteration 1F: 3 clusters Score -1898050 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1898410.000000 Penalty: 4817.974609
	Iteration 2F: 3 clusters Score -1898410 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1898668.500000 Penalty: 4817.974609
	Iteration 3Q: 3 clusters Score -1898668 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1898876.125000 Penalty: 4817.974609
	Iteration 4Q: 3 clusters Score -1898876 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1899060.250000 Penalty: 4817.974609
	Iteration 5Q: 3 clusters Score -1899060 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1899249.000000 Penalty: 4817.974609
	Iteration 6Q: 3 clusters Score -1899249 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1899434.125000 Penalty: 4817.974609
	Iteration 7Q: 3 clusters Score -1899434 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1899655.500000 Penalty: 4817.974609
	Iteration 8Q: 3 clusters Score -1899656 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1899918.625000 Penalty: 4817.974609
	Iteration 9Q: 3 clusters Score -1899919 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1900196.000000 Penalty: 4817.974609
	Iteration 10Q: 3 clusters Score -1900196 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1900453.750000 Penalty: 4817.974609
	Iteration 11Q: 3 clusters Score -1900454 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1900721.875000 Penalty: 4817.974609
	Iteration 12Q: 3 clusters Score -1900722 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1900998.000000 Penalty: 4817.974609
	Iteration 13Q: 3 clusters Score -1900998 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1901294.250000 Penalty: 4817.974609
	Iteration 14Q: 3 clusters Score -1901294 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1901623.375000 Penalty: 4817.974609
	Iteration 15Q: 3 clusters Score -1901623 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1901937.125000 Penalty: 4817.974609
	Iteration 16Q: 3 clusters Score -1901937 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1902223.375000 Penalty: 4817.974609
	Iteration 17Q: 3 clusters Score -1902223 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1902492.500000 Penalty: 4817.974609
	Iteration 18Q: 3 clusters Score -1902492 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1902758.750000 Penalty: 4817.974609
	Iteration 19Q: 3 clusters Score -1902759 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1902958.125000 Penalty: 4817.974609
	Iteration 20F: 3 clusters Score -1902958 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1903126.250000 Penalty: 4817.974609
	Iteration 21Q: 3 clusters Score -1903126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1903271.750000 Penalty: 4817.974609
	Iteration 22Q: 3 clusters Score -1903272 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1903401.750000 Penalty: 4817.974609
	Iteration 23Q: 3 clusters Score -1903402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1903508.875000 Penalty: 4817.974609
	Iteration 24Q: 3 clusters Score -1903509 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1903593.000000 Penalty: 4817.974609
	Iteration 25Q: 3 clusters Score -1903593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1903683.500000 Penalty: 4817.974609
	Iteration 26Q: 3 clusters Score -1903684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1903744.250000 Penalty: 4817.974609
	Iteration 27Q: 3 clusters Score -1903744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1903790.875000 Penalty: 4817.974609
	Iteration 28Q: 3 clusters Score -1903791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1903834.375000 Penalty: 4817.974609
	Iteration 29Q: 3 clusters Score -1903834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1903863.875000 Penalty: 4817.974609
	Iteration 30Q: 3 clusters Score -1903864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1903898.750000 Penalty: 4817.974609
	Iteration 31Q: 3 clusters Score -1903899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1903921.875000 Penalty: 4817.974609
	Iteration 32Q: 3 clusters Score -1903922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1903950.625000 Penalty: 4817.974609
	Iteration 33Q: 3 clusters Score -1903951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1903969.375000 Penalty: 4817.974609
	Iteration 34Q: 3 clusters Score -1903969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1903990.250000 Penalty: 4817.974609
	Iteration 35Q: 3 clusters Score -1903990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1904010.375000 Penalty: 4817.974609
	Iteration 36Q: 3 clusters Score -1904010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1904020.250000 Penalty: 4817.974609
	Iteration 37Q: 3 clusters Score -1904020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1904029.250000 Penalty: 4817.974609
	Iteration 38Q: 3 clusters Score -1904029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1904030.875000 Penalty: 4817.974609
	Iteration 39Q: 3 clusters Score -1904031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1904034.500000 Penalty: 4817.974609
	Iteration 40F: 3 clusters Score -1904034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1904035.000000 Penalty: 4817.974609
	Iteration 41Q: 3 clusters Score -1904035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1904048.875000 Penalty: 4817.974609
	Iteration 42Q: 3 clusters Score -1904049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1904048.875000 Penalty: 4817.974609
	Iteration 43Q: 3 clusters Score -1904049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1904045.875000 Penalty: 4817.974609
	Iteration 44Q: 3 clusters Score -1904046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1904050.625000 Penalty: 4817.974609
	Iteration 45Q: 3 clusters Score -1904051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1904054.250000 Penalty: 4817.974609
	Iteration 46Q: 3 clusters Score -1904054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1904054.500000 Penalty: 4817.974609
	Iteration 47Q: 3 clusters Score -1904054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1904057.250000 Penalty: 4817.974609
	Iteration 48Q: 3 clusters Score -1904057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1904061.375000 Penalty: 4817.974609
	Iteration 49Q: 3 clusters Score -1904061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1904061.125000 Penalty: 4817.974609
	Iteration 50Q: 3 clusters Score -1904061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1904063.000000 Penalty: 4817.974609
	Iteration 51Q: 3 clusters Score -1904063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1904063.000000 Penalty: 4817.974609
	Iteration 52F: 3 clusters Score -1904063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Entering Unmasked Estep 
Score: -3341985.500000 Penalty: 2576.157959
	Iteration 0F: 2 clusters Score -3341986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3319707.500000 Penalty: 5152.315918
	Iteration 0F: 3 clusters Score -3319708 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3328119.250000 Penalty: 5152.315918
	Iteration 1F: 3 clusters Score -3328119 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3329002.750000 Penalty: 5152.315918
	Iteration 2F: 3 clusters Score -3329003 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3330009.750000 Penalty: 5152.315918
	Iteration 3F: 3 clusters Score -3330010 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3331136.750000 Penalty: 5152.315918
	Iteration 4F: 3 clusters Score -3331137 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3332356.750000 Penalty: 5152.315918
	Iteration 5F: 3 clusters Score -3332357 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3333507.750000 Penalty: 5152.315918
	Iteration 6F: 3 clusters Score -3333508 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3334648.500000 Penalty: 5152.315918
	Iteration 7F: 3 clusters Score -3334648 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3335674.250000 Penalty: 5152.315918
	Iteration 8F: 3 clusters Score -3335674 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3336570.000000 Penalty: 5152.315918
	Iteration 9Q: 3 clusters Score -3336570 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3337465.250000 Penalty: 5152.315918
	Iteration 10Q: 3 clusters Score -3337465 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3338217.500000 Penalty: 5152.315918
	Iteration 11Q: 3 clusters Score -3338218 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3338871.250000 Penalty: 5152.315918
	Iteration 12Q: 3 clusters Score -3338871 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3339328.250000 Penalty: 5152.315918
	Iteration 13Q: 3 clusters Score -3339328 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3339697.000000 Penalty: 5152.315918
	Iteration 14Q: 3 clusters Score -3339697 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3339999.500000 Penalty: 5152.315918
	Iteration 15Q: 3 clusters Score -3340000 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3340250.250000 Penalty: 5152.315918
	Iteration 16Q: 3 clusters Score -3340250 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3340438.250000 Penalty: 5152.315918
	Iteration 17Q: 3 clusters Score -3340438 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3340596.250000 Penalty: 5152.315918
	Iteration 18Q: 3 clusters Score -3340596 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3340714.000000 Penalty: 5152.315918
	Iteration 19Q: 3 clusters Score -3340714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3340819.750000 Penalty: 5152.315918
	Iteration 20F: 3 clusters Score -3340820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3340894.250000 Penalty: 5152.315918
	Iteration 21Q: 3 clusters Score -3340894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3340951.250000 Penalty: 5152.315918
	Iteration 22Q: 3 clusters Score -3340951 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3341044.500000 Penalty: 5152.315918
	Iteration 23Q: 3 clusters Score -3341044 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3341096.000000 Penalty: 5152.315918
	Iteration 24Q: 3 clusters Score -3341096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3341132.500000 Penalty: 5152.315918
	Iteration 25Q: 3 clusters Score -3341132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3341151.750000 Penalty: 5152.315918
	Iteration 26Q: 3 clusters Score -3341152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3341179.500000 Penalty: 5152.315918
	Iteration 27Q: 3 clusters Score -3341180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3341182.000000 Penalty: 5152.315918
	Iteration 28Q: 3 clusters Score -3341182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3341192.500000 Penalty: 5152.315918
	Iteration 29Q: 3 clusters Score -3341192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3341200.750000 Penalty: 5152.315918
	Iteration 30Q: 3 clusters Score -3341201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3341206.750000 Penalty: 5152.315918
	Iteration 31Q: 3 clusters Score -3341207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3341222.750000 Penalty: 5152.315918
	Iteration 32Q: 3 clusters Score -3341223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3341235.750000 Penalty: 5152.315918
	Iteration 33Q: 3 clusters Score -3341236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3341239.500000 Penalty: 5152.315918
	Iteration 34Q: 3 clusters Score -3341240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3341237.500000 Penalty: 5152.315918
	Iteration 35Q: 3 clusters Score -3341238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3341237.750000 Penalty: 5152.315918
	Iteration 36Q: 3 clusters Score -3341238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3341236.250000 Penalty: 5152.315918
	Iteration 37Q: 3 clusters Score -3341236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3341240.000000 Penalty: 5152.315918
	Iteration 38Q: 3 clusters Score -3341240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3341244.750000 Penalty: 5152.315918
	Iteration 39Q: 3 clusters Score -3341245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3341248.250000 Penalty: 5152.315918
	Iteration 40F: 3 clusters Score -3341248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3341251.250000 Penalty: 5152.315918
	Iteration 41Q: 3 clusters Score -3341251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3341251.250000 Penalty: 5152.315918
	Iteration 42F: 3 clusters Score -3341251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -614610.625000 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -614610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -609783.500000 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -609783.5 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -611114.000000 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -611114 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -611452.937500 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -611452.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -611742.625000 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -611742.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -612026.062500 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -612026.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -612340.062500 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -612340.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -612631.250000 Penalty: 4269.994629
	Iteration 6F: 3 clusters Score -612631.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -612887.000000 Penalty: 4269.994629
	Iteration 7F: 3 clusters Score -612887 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -613077.375000 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -613077.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -613230.187500 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -613230.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -613330.687500 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -613330.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -613395.437500 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -613395.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -613443.062500 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -613443.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -613487.250000 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -613487.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -613518.625000 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -613518.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -613549.687500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -613549.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -613579.500000 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -613579.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -613607.375000 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -613607.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -613629.812500 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -613629.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -613661.750000 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -613661.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -613696.750000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -613696.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -613728.375000 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -613728.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -613758.812500 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -613758.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -613795.062500 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -613795.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -613842.375000 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -613842.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -613881.250000 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -613881.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -613914.812500 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -613914.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -613940.312500 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -613940.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -613960.375000 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -613960.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -613982.750000 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -613982.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -614003.937500 Penalty: 4269.994629
	Iteration 30Q: 3 clusters Score -614003.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -614022.437500 Penalty: 4269.994629
	Iteration 31Q: 3 clusters Score -614022.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -614030.750000 Penalty: 4269.994629
	Iteration 32Q: 3 clusters Score -614030.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -614039.687500 Penalty: 4269.994629
	Iteration 33Q: 3 clusters Score -614039.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -614047.312500 Penalty: 4269.994629
	Iteration 34Q: 3 clusters Score -614047.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -614051.562500 Penalty: 4269.994629
	Iteration 35Q: 3 clusters Score -614051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -614057.500000 Penalty: 4269.994629
	Iteration 36Q: 3 clusters Score -614057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -614061.000000 Penalty: 4269.994629
	Iteration 37Q: 3 clusters Score -614061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -614063.375000 Penalty: 4269.994629
	Iteration 38Q: 3 clusters Score -614063.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -614067.187500 Penalty: 4269.994629
	Iteration 39Q: 3 clusters Score -614067.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -614071.312500 Penalty: 4269.994629
	Iteration 40F: 3 clusters Score -614071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -614072.687500 Penalty: 4269.994629
	Iteration 41Q: 3 clusters Score -614072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -614078.062500 Penalty: 4269.994629
	Iteration 42Q: 3 clusters Score -614078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -614081.625000 Penalty: 4269.994629
	Iteration 43Q: 3 clusters Score -614081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -614080.187500 Penalty: 4269.994629
	Iteration 44Q: 3 clusters Score -614080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -614083.125000 Penalty: 4269.994629
	Iteration 45Q: 3 clusters Score -614083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -614084.250000 Penalty: 4269.994629
	Iteration 46Q: 3 clusters Score -614084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -614087.000000 Penalty: 4269.994629
	Iteration 47Q: 3 clusters Score -614087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -614087.750000 Penalty: 4269.994629
	Iteration 48Q: 3 clusters Score -614087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -614089.562500 Penalty: 4269.994629
	Iteration 49Q: 3 clusters Score -614089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -614093.812500 Penalty: 4269.994629
	Iteration 50Q: 3 clusters Score -614093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -614096.125000 Penalty: 4269.994629
	Iteration 51Q: 3 clusters Score -614096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -614098.937500 Penalty: 4269.994629
	Iteration 52Q: 3 clusters Score -614098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -614099.437500 Penalty: 4269.994629
	Iteration 53Q: 3 clusters Score -614099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -614100.125000 Penalty: 4269.994629
	Iteration 54Q: 3 clusters Score -614100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -614101.250000 Penalty: 4269.994629
	Iteration 55Q: 3 clusters Score -614101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -614101.250000 Penalty: 4269.994629
	Iteration 56F: 3 clusters Score -614101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Entering Unmasked Estep 
Score: -3184361.250000 Penalty: 2539.182129
	Iteration 0F: 2 clusters Score -3184361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3165215.500000 Penalty: 5078.364258
	Iteration 0F: 3 clusters Score -3165216 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3172244.250000 Penalty: 5078.364258
	Iteration 1F: 3 clusters Score -3172244 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3173082.000000 Penalty: 5078.364258
	Iteration 2F: 3 clusters Score -3173082 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3174189.000000 Penalty: 5078.364258
	Iteration 3F: 3 clusters Score -3174189 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3175532.000000 Penalty: 5078.364258
	Iteration 4F: 3 clusters Score -3175532 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3176926.250000 Penalty: 5078.364258
	Iteration 5F: 3 clusters Score -3176926 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3178116.750000 Penalty: 5078.364258
	Iteration 6F: 3 clusters Score -3178117 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3179011.250000 Penalty: 5078.364258
	Iteration 7F: 3 clusters Score -3179011 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3179683.000000 Penalty: 5078.364258
	Iteration 8Q: 3 clusters Score -3179683 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3180305.000000 Penalty: 5078.364258
	Iteration 9Q: 3 clusters Score -3180305 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3180835.750000 Penalty: 5078.364258
	Iteration 10Q: 3 clusters Score -3180836 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3181214.750000 Penalty: 5078.364258
	Iteration 11Q: 3 clusters Score -3181215 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3181476.750000 Penalty: 5078.364258
	Iteration 12Q: 3 clusters Score -3181477 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3181693.500000 Penalty: 5078.364258
	Iteration 13Q: 3 clusters Score -3181694 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3181862.000000 Penalty: 5078.364258
	Iteration 14Q: 3 clusters Score -3181862 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3181987.500000 Penalty: 5078.364258
	Iteration 15Q: 3 clusters Score -3181988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3182087.500000 Penalty: 5078.364258
	Iteration 16Q: 3 clusters Score -3182088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3182164.000000 Penalty: 5078.364258
	Iteration 17Q: 3 clusters Score -3182164 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3182207.250000 Penalty: 5078.364258
	Iteration 18Q: 3 clusters Score -3182207 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3182251.250000 Penalty: 5078.364258
	Iteration 19Q: 3 clusters Score -3182251 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3182272.250000 Penalty: 5078.364258
	Iteration 20F: 3 clusters Score -3182272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3182298.250000 Penalty: 5078.364258
	Iteration 21Q: 3 clusters Score -3182298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3182337.000000 Penalty: 5078.364258
	Iteration 22Q: 3 clusters Score -3182337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3182345.500000 Penalty: 5078.364258
	Iteration 23Q: 3 clusters Score -3182346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3182375.500000 Penalty: 5078.364258
	Iteration 24Q: 3 clusters Score -3182376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3182392.250000 Penalty: 5078.364258
	Iteration 25Q: 3 clusters Score -3182392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3182419.000000 Penalty: 5078.364258
	Iteration 26Q: 3 clusters Score -3182419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3182433.750000 Penalty: 5078.364258
	Iteration 27Q: 3 clusters Score -3182434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3182452.500000 Penalty: 5078.364258
	Iteration 28Q: 3 clusters Score -3182452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3182464.750000 Penalty: 5078.364258
	Iteration 29Q: 3 clusters Score -3182465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3182477.500000 Penalty: 5078.364258
	Iteration 30Q: 3 clusters Score -3182478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3182491.000000 Penalty: 5078.364258
	Iteration 31Q: 3 clusters Score -3182491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3182498.000000 Penalty: 5078.364258
	Iteration 32Q: 3 clusters Score -3182498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3182505.000000 Penalty: 5078.364258
	Iteration 33Q: 3 clusters Score -3182505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3182516.000000 Penalty: 5078.364258
	Iteration 34Q: 3 clusters Score -3182516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3182521.000000 Penalty: 5078.364258
	Iteration 35Q: 3 clusters Score -3182521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3182533.750000 Penalty: 5078.364258
	Iteration 36Q: 3 clusters Score -3182534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3182547.750000 Penalty: 5078.364258
	Iteration 37Q: 3 clusters Score -3182548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3182552.000000 Penalty: 5078.364258
	Iteration 38Q: 3 clusters Score -3182552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3182560.250000 Penalty: 5078.364258
	Iteration 39Q: 3 clusters Score -3182560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3182568.500000 Penalty: 5078.364258
	Iteration 40F: 3 clusters Score -3182568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3182575.250000 Penalty: 5078.364258
	Iteration 41Q: 3 clusters Score -3182575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3182581.000000 Penalty: 5078.364258
	Iteration 42Q: 3 clusters Score -3182581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3182584.250000 Penalty: 5078.364258
	Iteration 43Q: 3 clusters Score -3182584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3182587.250000 Penalty: 5078.364258
	Iteration 44Q: 3 clusters Score -3182587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3182594.250000 Penalty: 5078.364258
	Iteration 45Q: 3 clusters Score -3182594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3182599.000000 Penalty: 5078.364258
	Iteration 46Q: 3 clusters Score -3182599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3182609.750000 Penalty: 5078.364258
	Iteration 47Q: 3 clusters Score -3182610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3182610.000000 Penalty: 5078.364258
	Iteration 48Q: 3 clusters Score -3182610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3182611.000000 Penalty: 5078.364258
	Iteration 49Q: 3 clusters Score -3182611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3182609.750000 Penalty: 5078.364258
	Iteration 50Q: 3 clusters Score -3182610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3182611.250000 Penalty: 5078.364258
	Iteration 51Q: 3 clusters Score -3182611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3182612.250000 Penalty: 5078.364258
	Iteration 52Q: 3 clusters Score -3182612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3182611.500000 Penalty: 5078.364258
	Iteration 53Q: 3 clusters Score -3182612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3182613.500000 Penalty: 5078.364258
	Iteration 54Q: 3 clusters Score -3182614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3182614.500000 Penalty: 5078.364258
	Iteration 55Q: 3 clusters Score -3182614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3182614.500000 Penalty: 5078.364258
	Iteration 56F: 3 clusters Score -3182614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -252341.593750 Penalty: 2010.340698
	Iteration 0F: 2 clusters Score -252341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -248979.140625 Penalty: 4020.681396
	Iteration 0F: 3 clusters Score -248979.1 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -250151.906250 Penalty: 4020.681396
	Iteration 1F: 3 clusters Score -250151.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -250667.500000 Penalty: 4020.681396
	Iteration 2F: 3 clusters Score -250667.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -250994.421875 Penalty: 4020.681396
	Iteration 3F: 3 clusters Score -250994.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -251212.078125 Penalty: 4020.681396
	Iteration 4F: 3 clusters Score -251212.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -251353.640625 Penalty: 4020.681396
	Iteration 5Q: 3 clusters Score -251353.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -251448.078125 Penalty: 4020.681396
	Iteration 6Q: 3 clusters Score -251448.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -251524.671875 Penalty: 4020.681396
	Iteration 7Q: 3 clusters Score -251524.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -251577.625000 Penalty: 4020.681396
	Iteration 8Q: 3 clusters Score -251577.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -251617.031250 Penalty: 4020.681396
	Iteration 9Q: 3 clusters Score -251617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -251659.109375 Penalty: 4020.681396
	Iteration 10Q: 3 clusters Score -251659.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -251703.781250 Penalty: 4020.681396
	Iteration 11Q: 3 clusters Score -251703.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -251738.671875 Penalty: 4020.681396
	Iteration 12Q: 3 clusters Score -251738.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -251763.140625 Penalty: 4020.681396
	Iteration 13Q: 3 clusters Score -251763.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -251787.359375 Penalty: 4020.681396
	Iteration 14Q: 3 clusters Score -251787.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -251808.187500 Penalty: 4020.681396
	Iteration 15Q: 3 clusters Score -251808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -251822.671875 Penalty: 4020.681396
	Iteration 16Q: 3 clusters Score -251822.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -251829.718750 Penalty: 4020.681396
	Iteration 17Q: 3 clusters Score -251829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -251833.859375 Penalty: 4020.681396
	Iteration 18Q: 3 clusters Score -251833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -251836.890625 Penalty: 4020.681396
	Iteration 19Q: 3 clusters Score -251836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -251840.546875 Penalty: 4020.681396
	Iteration 20F: 3 clusters Score -251840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -251856.671875 Penalty: 4020.681396
	Iteration 21Q: 3 clusters Score -251856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -251860.562500 Penalty: 4020.681396
	Iteration 22Q: 3 clusters Score -251860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -251862.437500 Penalty: 4020.681396
	Iteration 23Q: 3 clusters Score -251862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -251863.968750 Penalty: 4020.681396
	Iteration 24Q: 3 clusters Score -251864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -251866.140625 Penalty: 4020.681396
	Iteration 25Q: 3 clusters Score -251866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -251867.625000 Penalty: 4020.681396
	Iteration 26Q: 3 clusters Score -251867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -251868.500000 Penalty: 4020.681396
	Iteration 27Q: 3 clusters Score -251868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -251868.437500 Penalty: 4020.681396
	Iteration 28Q: 3 clusters Score -251868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -251868.437500 Penalty: 4020.681396
	Iteration 29F: 3 clusters Score -251868.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1532548.250000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1532548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1522718.125000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1522718 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1525895.750000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1525896 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1526357.750000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1526358 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1526849.625000 Penalty: 4713.604004
	Iteration 3F: 3 clusters Score -1526850 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1527379.250000 Penalty: 4713.604004
	Iteration 4F: 3 clusters Score -1527379 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1528010.125000 Penalty: 4713.604004
	Iteration 5F: 3 clusters Score -1528010 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1528713.875000 Penalty: 4713.604004
	Iteration 6F: 3 clusters Score -1528714 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1529385.125000 Penalty: 4713.604004
	Iteration 7F: 3 clusters Score -1529385 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1529944.625000 Penalty: 4713.604004
	Iteration 8F: 3 clusters Score -1529945 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1530403.375000 Penalty: 4713.604004
	Iteration 9Q: 3 clusters Score -1530403 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1530726.750000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1530727 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1530948.875000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1530949 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1531078.125000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1531078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1531151.500000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1531152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1531208.500000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1531208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1531241.750000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1531242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1531272.250000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1531272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1531291.625000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1531292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1531299.250000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1531299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1531307.250000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1531307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1531314.000000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1531314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1531319.125000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1531319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1531319.375000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1531319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1531326.625000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1531327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1531327.125000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1531327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1531330.750000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1531331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1531335.250000 Penalty: 4713.604004
	Iteration 26Q: 3 clusters Score -1531335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1531338.250000 Penalty: 4713.604004
	Iteration 27Q: 3 clusters Score -1531338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1531343.500000 Penalty: 4713.604004
	Iteration 28Q: 3 clusters Score -1531344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1531343.750000 Penalty: 4713.604004
	Iteration 29Q: 3 clusters Score -1531344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1531343.000000 Penalty: 4713.604004
	Iteration 30Q: 3 clusters Score -1531343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1531347.375000 Penalty: 4713.604004
	Iteration 31Q: 3 clusters Score -1531347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1531345.875000 Penalty: 4713.604004
	Iteration 32Q: 3 clusters Score -1531346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1531345.250000 Penalty: 4713.604004
	Iteration 33Q: 3 clusters Score -1531345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1531348.500000 Penalty: 4713.604004
	Iteration 34Q: 3 clusters Score -1531348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1531347.375000 Penalty: 4713.604004
	Iteration 35Q: 3 clusters Score -1531347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1531350.875000 Penalty: 4713.604004
	Iteration 36Q: 3 clusters Score -1531351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1531350.750000 Penalty: 4713.604004
	Iteration 37Q: 3 clusters Score -1531351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1531352.000000 Penalty: 4713.604004
	Iteration 38Q: 3 clusters Score -1531352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1531352.625000 Penalty: 4713.604004
	Iteration 39Q: 3 clusters Score -1531353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1531352.375000 Penalty: 4713.604004
	Iteration 40F: 3 clusters Score -1531352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1531352.250000 Penalty: 4713.604004
	Iteration 41Q: 3 clusters Score -1531352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1531352.125000 Penalty: 4713.604004
	Iteration 42Q: 3 clusters Score -1531352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1531352.625000 Penalty: 4713.604004
	Iteration 43Q: 3 clusters Score -1531353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1531351.500000 Penalty: 4713.604004
	Iteration 44Q: 3 clusters Score -1531352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1531352.500000 Penalty: 4713.604004
	Iteration 45Q: 3 clusters Score -1531352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1531350.250000 Penalty: 4713.604004
	Iteration 46Q: 3 clusters Score -1531350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1531353.250000 Penalty: 4713.604004
	Iteration 47Q: 3 clusters Score -1531353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1531352.625000 Penalty: 4713.604004
	Iteration 48Q: 3 clusters Score -1531353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1531355.875000 Penalty: 4713.604004
	Iteration 49Q: 3 clusters Score -1531356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1531356.500000 Penalty: 4713.604004
	Iteration 50Q: 3 clusters Score -1531356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1531359.500000 Penalty: 4713.604004
	Iteration 51Q: 3 clusters Score -1531360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1531358.875000 Penalty: 4713.604004
	Iteration 52Q: 3 clusters Score -1531359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1531359.500000 Penalty: 4713.604004
	Iteration 53Q: 3 clusters Score -1531360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1531361.875000 Penalty: 4713.604004
	Iteration 54Q: 3 clusters Score -1531362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1531367.875000 Penalty: 4713.604004
	Iteration 55Q: 3 clusters Score -1531368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1531368.625000 Penalty: 4713.604004
	Iteration 56Q: 3 clusters Score -1531369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1531366.375000 Penalty: 4713.604004
	Iteration 57Q: 3 clusters Score -1531366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1531367.125000 Penalty: 4713.604004
	Iteration 58Q: 3 clusters Score -1531367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1531369.125000 Penalty: 4713.604004
	Iteration 59Q: 3 clusters Score -1531369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1531368.625000 Penalty: 4713.604004
	Iteration 60F: 3 clusters Score -1531369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1531372.875000 Penalty: 4713.604004
	Iteration 61Q: 3 clusters Score -1531373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1531374.750000 Penalty: 4713.604004
	Iteration 62Q: 3 clusters Score -1531375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1531374.750000 Penalty: 4713.604004
	Iteration 63F: 3 clusters Score -1531375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Entering Unmasked Estep 
Score: -1735908.375000 Penalty: 2385.066650
	Iteration 0F: 2 clusters Score -1735908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1725050.375000 Penalty: 4770.133301
	Iteration 0F: 3 clusters Score -1725050 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1728428.875000 Penalty: 4770.133301
	Iteration 1F: 3 clusters Score -1728429 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1728767.125000 Penalty: 4770.133301
	Iteration 2F: 3 clusters Score -1728767 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1728998.875000 Penalty: 4770.133301
	Iteration 3Q: 3 clusters Score -1728999 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1729162.875000 Penalty: 4770.133301
	Iteration 4Q: 3 clusters Score -1729163 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1729288.250000 Penalty: 4770.133301
	Iteration 5Q: 3 clusters Score -1729288 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1729402.375000 Penalty: 4770.133301
	Iteration 6Q: 3 clusters Score -1729402 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1729512.625000 Penalty: 4770.133301
	Iteration 7Q: 3 clusters Score -1729513 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1729629.125000 Penalty: 4770.133301
	Iteration 8Q: 3 clusters Score -1729629 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1729750.750000 Penalty: 4770.133301
	Iteration 9Q: 3 clusters Score -1729751 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1729875.375000 Penalty: 4770.133301
	Iteration 10Q: 3 clusters Score -1729875 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1730053.625000 Penalty: 4770.133301
	Iteration 11Q: 3 clusters Score -1730054 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1730268.000000 Penalty: 4770.133301
	Iteration 12Q: 3 clusters Score -1730268 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1730533.875000 Penalty: 4770.133301
	Iteration 13Q: 3 clusters Score -1730534 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1730865.000000 Penalty: 4770.133301
	Iteration 14Q: 3 clusters Score -1730865 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1731249.250000 Penalty: 4770.133301
	Iteration 15Q: 3 clusters Score -1731249 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1731702.750000 Penalty: 4770.133301
	Iteration 16Q: 3 clusters Score -1731703 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1732210.375000 Penalty: 4770.133301
	Iteration 17Q: 3 clusters Score -1732210 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1732669.375000 Penalty: 4770.133301
	Iteration 18Q: 3 clusters Score -1732669 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1733011.500000 Penalty: 4770.133301
	Iteration 19Q: 3 clusters Score -1733012 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1733234.250000 Penalty: 4770.133301
	Iteration 20F: 3 clusters Score -1733234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1733357.750000 Penalty: 4770.133301
	Iteration 21Q: 3 clusters Score -1733358 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1733468.250000 Penalty: 4770.133301
	Iteration 22Q: 3 clusters Score -1733468 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1733537.500000 Penalty: 4770.133301
	Iteration 23Q: 3 clusters Score -1733538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1733581.625000 Penalty: 4770.133301
	Iteration 24Q: 3 clusters Score -1733582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1733613.375000 Penalty: 4770.133301
	Iteration 25Q: 3 clusters Score -1733613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1733639.625000 Penalty: 4770.133301
	Iteration 26Q: 3 clusters Score -1733640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1733658.875000 Penalty: 4770.133301
	Iteration 27Q: 3 clusters Score -1733659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1733675.375000 Penalty: 4770.133301
	Iteration 28Q: 3 clusters Score -1733675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1733694.625000 Penalty: 4770.133301
	Iteration 29Q: 3 clusters Score -1733695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1733715.750000 Penalty: 4770.133301
	Iteration 30Q: 3 clusters Score -1733716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1733727.125000 Penalty: 4770.133301
	Iteration 31Q: 3 clusters Score -1733727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1733733.625000 Penalty: 4770.133301
	Iteration 32Q: 3 clusters Score -1733734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1733743.125000 Penalty: 4770.133301
	Iteration 33Q: 3 clusters Score -1733743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1733748.625000 Penalty: 4770.133301
	Iteration 34Q: 3 clusters Score -1733749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1733752.000000 Penalty: 4770.133301
	Iteration 35Q: 3 clusters Score -1733752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1733756.500000 Penalty: 4770.133301
	Iteration 36Q: 3 clusters Score -1733756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1733764.375000 Penalty: 4770.133301
	Iteration 37Q: 3 clusters Score -1733764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1733765.375000 Penalty: 4770.133301
	Iteration 38Q: 3 clusters Score -1733765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1733773.750000 Penalty: 4770.133301
	Iteration 39Q: 3 clusters Score -1733774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1733777.250000 Penalty: 4770.133301
	Iteration 40F: 3 clusters Score -1733777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1733779.125000 Penalty: 4770.133301
	Iteration 41Q: 3 clusters Score -1733779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1733783.250000 Penalty: 4770.133301
	Iteration 42Q: 3 clusters Score -1733783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1733789.000000 Penalty: 4770.133301
	Iteration 43Q: 3 clusters Score -1733789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1733794.375000 Penalty: 4770.133301
	Iteration 44Q: 3 clusters Score -1733794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1733798.500000 Penalty: 4770.133301
	Iteration 45Q: 3 clusters Score -1733798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1733800.625000 Penalty: 4770.133301
	Iteration 46Q: 3 clusters Score -1733801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1733800.125000 Penalty: 4770.133301
	Iteration 47Q: 3 clusters Score -1733800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1733802.875000 Penalty: 4770.133301
	Iteration 48Q: 3 clusters Score -1733803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1733808.750000 Penalty: 4770.133301
	Iteration 49Q: 3 clusters Score -1733809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1733806.750000 Penalty: 4770.133301
	Iteration 50Q: 3 clusters Score -1733807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1733806.375000 Penalty: 4770.133301
	Iteration 51Q: 3 clusters Score -1733806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1733807.500000 Penalty: 4770.133301
	Iteration 52Q: 3 clusters Score -1733808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1733809.375000 Penalty: 4770.133301
	Iteration 53Q: 3 clusters Score -1733809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1733808.125000 Penalty: 4770.133301
	Iteration 54Q: 3 clusters Score -1733808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1733807.875000 Penalty: 4770.133301
	Iteration 55Q: 3 clusters Score -1733808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1733809.375000 Penalty: 4770.133301
	Iteration 56Q: 3 clusters Score -1733809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1733811.625000 Penalty: 4770.133301
	Iteration 57Q: 3 clusters Score -1733812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1733809.875000 Penalty: 4770.133301
	Iteration 58Q: 3 clusters Score -1733810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1733810.625000 Penalty: 4770.133301
	Iteration 59Q: 3 clusters Score -1733811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1733810.625000 Penalty: 4770.133301
	Iteration 60F: 3 clusters Score -1733811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -339648.531250 Penalty: 2001.429688
	Iteration 0F: 2 clusters Score -339648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -336284.468750 Penalty: 4002.859375
	Iteration 0F: 3 clusters Score -336284.5 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -337163.375000 Penalty: 4002.859375
	Iteration 1F: 3 clusters Score -337163.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -337608.437500 Penalty: 4002.859375
	Iteration 2F: 3 clusters Score -337608.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -338019.281250 Penalty: 4002.859375
	Iteration 3F: 3 clusters Score -338019.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -338342.531250 Penalty: 4002.859375
	Iteration 4F: 3 clusters Score -338342.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -338626.281250 Penalty: 4002.859375
	Iteration 5F: 3 clusters Score -338626.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -338788.781250 Penalty: 4002.859375
	Iteration 6Q: 3 clusters Score -338788.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -338849.500000 Penalty: 4002.859375
	Iteration 7Q: 3 clusters Score -338849.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -338895.093750 Penalty: 4002.859375
	Iteration 8Q: 3 clusters Score -338895.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -338919.593750 Penalty: 4002.859375
	Iteration 9Q: 3 clusters Score -338919.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -338940.718750 Penalty: 4002.859375
	Iteration 10Q: 3 clusters Score -338940.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -338950.906250 Penalty: 4002.859375
	Iteration 11Q: 3 clusters Score -338950.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -338961.906250 Penalty: 4002.859375
	Iteration 12Q: 3 clusters Score -338961.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -338972.968750 Penalty: 4002.859375
	Iteration 13Q: 3 clusters Score -338973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -338977.843750 Penalty: 4002.859375
	Iteration 14Q: 3 clusters Score -338977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -338982.625000 Penalty: 4002.859375
	Iteration 15Q: 3 clusters Score -338982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -338986.593750 Penalty: 4002.859375
	Iteration 16Q: 3 clusters Score -338986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -338988.718750 Penalty: 4002.859375
	Iteration 17Q: 3 clusters Score -338988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -338990.656250 Penalty: 4002.859375
	Iteration 18Q: 3 clusters Score -338990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -338990.656250 Penalty: 4002.859375
	Iteration 19F: 3 clusters Score -338990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -259129.828125 Penalty: 1970.761108
	Iteration 0F: 2 clusters Score -259129.8 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 1395 members 
Entering Unmasked Estep 
Score: -256020.296875 Penalty: 3941.522217
	Iteration 0F: 3 clusters Score -256020.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -256861.640625 Penalty: 3941.522217
	Iteration 1F: 3 clusters Score -256861.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -257260.390625 Penalty: 3941.522217
	Iteration 2F: 3 clusters Score -257260.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -257612.203125 Penalty: 3941.522217
	Iteration 3F: 3 clusters Score -257612.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -257868.046875 Penalty: 3941.522217
	Iteration 4F: 3 clusters Score -257868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -258015.156250 Penalty: 3941.522217
	Iteration 5Q: 3 clusters Score -258015.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -258092.390625 Penalty: 3941.522217
	Iteration 6Q: 3 clusters Score -258092.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258147.906250 Penalty: 3941.522217
	Iteration 7Q: 3 clusters Score -258147.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -258177.875000 Penalty: 3941.522217
	Iteration 8Q: 3 clusters Score -258177.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -258204.718750 Penalty: 3941.522217
	Iteration 9Q: 3 clusters Score -258204.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -258241.312500 Penalty: 3941.522217
	Iteration 10Q: 3 clusters Score -258241.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -258265.750000 Penalty: 3941.522217
	Iteration 11Q: 3 clusters Score -258265.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -258281.640625 Penalty: 3941.522217
	Iteration 12Q: 3 clusters Score -258281.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -258298.890625 Penalty: 3941.522217
	Iteration 13Q: 3 clusters Score -258298.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258312.187500 Penalty: 3941.522217
	Iteration 14Q: 3 clusters Score -258312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258319.062500 Penalty: 3941.522217
	Iteration 15Q: 3 clusters Score -258319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -258322.171875 Penalty: 3941.522217
	Iteration 16Q: 3 clusters Score -258322.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258327.046875 Penalty: 3941.522217
	Iteration 17Q: 3 clusters Score -258327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -258327.703125 Penalty: 3941.522217
	Iteration 18Q: 3 clusters Score -258327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -258328.531250 Penalty: 3941.522217
	Iteration 19Q: 3 clusters Score -258328.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -258328.859375 Penalty: 3941.522217
	Iteration 20F: 3 clusters Score -258328.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -594255.000000 Penalty: 2136.396240
	Iteration 0F: 2 clusters Score -594255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -589406.437500 Penalty: 4272.792480
	Iteration 0F: 3 clusters Score -589406.4 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -590700.500000 Penalty: 4272.792480
	Iteration 1F: 3 clusters Score -590700.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -591106.812500 Penalty: 4272.792480
	Iteration 2F: 3 clusters Score -591106.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -591450.812500 Penalty: 4272.792480
	Iteration 3F: 3 clusters Score -591450.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -591740.500000 Penalty: 4272.792480
	Iteration 4F: 3 clusters Score -591740.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -592022.062500 Penalty: 4272.792480
	Iteration 5F: 3 clusters Score -592022.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -592265.000000 Penalty: 4272.792480
	Iteration 6F: 3 clusters Score -592265 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -592451.750000 Penalty: 4272.792480
	Iteration 7Q: 3 clusters Score -592451.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -592604.312500 Penalty: 4272.792480
	Iteration 8Q: 3 clusters Score -592604.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -592729.437500 Penalty: 4272.792480
	Iteration 9Q: 3 clusters Score -592729.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -592833.687500 Penalty: 4272.792480
	Iteration 10Q: 3 clusters Score -592833.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -592921.625000 Penalty: 4272.792480
	Iteration 11Q: 3 clusters Score -592921.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -592967.000000 Penalty: 4272.792480
	Iteration 12Q: 3 clusters Score -592967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -592989.375000 Penalty: 4272.792480
	Iteration 13Q: 3 clusters Score -592989.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -593006.062500 Penalty: 4272.792480
	Iteration 14Q: 3 clusters Score -593006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -593016.125000 Penalty: 4272.792480
	Iteration 15Q: 3 clusters Score -593016.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -593030.562500 Penalty: 4272.792480
	Iteration 16Q: 3 clusters Score -593030.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -593043.437500 Penalty: 4272.792480
	Iteration 17Q: 3 clusters Score -593043.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -593055.062500 Penalty: 4272.792480
	Iteration 18Q: 3 clusters Score -593055.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -593077.250000 Penalty: 4272.792480
	Iteration 19Q: 3 clusters Score -593077.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -593104.500000 Penalty: 4272.792480
	Iteration 20F: 3 clusters Score -593104.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -593125.687500 Penalty: 4272.792480
	Iteration 21Q: 3 clusters Score -593125.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -593144.562500 Penalty: 4272.792480
	Iteration 22Q: 3 clusters Score -593144.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -593157.062500 Penalty: 4272.792480
	Iteration 23Q: 3 clusters Score -593157.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -593172.312500 Penalty: 4272.792480
	Iteration 24Q: 3 clusters Score -593172.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -593184.875000 Penalty: 4272.792480
	Iteration 25Q: 3 clusters Score -593184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -593191.062500 Penalty: 4272.792480
	Iteration 26Q: 3 clusters Score -593191.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -593201.187500 Penalty: 4272.792480
	Iteration 27Q: 3 clusters Score -593201.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -593206.500000 Penalty: 4272.792480
	Iteration 28Q: 3 clusters Score -593206.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -593211.562500 Penalty: 4272.792480
	Iteration 29Q: 3 clusters Score -593211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -593213.500000 Penalty: 4272.792480
	Iteration 30Q: 3 clusters Score -593213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -593216.000000 Penalty: 4272.792480
	Iteration 31Q: 3 clusters Score -593216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -593217.500000 Penalty: 4272.792480
	Iteration 32Q: 3 clusters Score -593217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -593218.875000 Penalty: 4272.792480
	Iteration 33Q: 3 clusters Score -593218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -593218.875000 Penalty: 4272.792480
	Iteration 34F: 3 clusters Score -593218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Entering Unmasked Estep 
Score: -3456668.500000 Penalty: 2562.510010
	Iteration 0F: 2 clusters Score -3456668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3435709.250000 Penalty: 5125.020020
	Iteration 0F: 3 clusters Score -3435709 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3443218.750000 Penalty: 5125.020020
	Iteration 1F: 3 clusters Score -3443219 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3443707.000000 Penalty: 5125.020020
	Iteration 2Q: 3 clusters Score -3443707 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3444120.750000 Penalty: 5125.020020
	Iteration 3Q: 3 clusters Score -3444121 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3444565.500000 Penalty: 5125.020020
	Iteration 4Q: 3 clusters Score -3444566 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3445017.250000 Penalty: 5125.020020
	Iteration 5Q: 3 clusters Score -3445017 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3445547.000000 Penalty: 5125.020020
	Iteration 6Q: 3 clusters Score -3445547 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3446221.250000 Penalty: 5125.020020
	Iteration 7Q: 3 clusters Score -3446221 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3447125.000000 Penalty: 5125.020020
	Iteration 8F: 3 clusters Score -3447125 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3448090.500000 Penalty: 5125.020020
	Iteration 9F: 3 clusters Score -3448090 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3449154.000000 Penalty: 5125.020020
	Iteration 10F: 3 clusters Score -3449154 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3450105.750000 Penalty: 5125.020020
	Iteration 11F: 3 clusters Score -3450106 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3451005.000000 Penalty: 5125.020020
	Iteration 12Q: 3 clusters Score -3451005 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3451805.500000 Penalty: 5125.020020
	Iteration 13Q: 3 clusters Score -3451806 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3452499.500000 Penalty: 5125.020020
	Iteration 14Q: 3 clusters Score -3452500 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3453136.750000 Penalty: 5125.020020
	Iteration 15Q: 3 clusters Score -3453137 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3453590.250000 Penalty: 5125.020020
	Iteration 16Q: 3 clusters Score -3453590 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3453927.250000 Penalty: 5125.020020
	Iteration 17Q: 3 clusters Score -3453927 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3454176.750000 Penalty: 5125.020020
	Iteration 18Q: 3 clusters Score -3454177 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3454332.250000 Penalty: 5125.020020
	Iteration 19Q: 3 clusters Score -3454332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3454443.750000 Penalty: 5125.020020
	Iteration 20F: 3 clusters Score -3454444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3454512.250000 Penalty: 5125.020020
	Iteration 21Q: 3 clusters Score -3454512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3454579.750000 Penalty: 5125.020020
	Iteration 22Q: 3 clusters Score -3454580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3454613.000000 Penalty: 5125.020020
	Iteration 23Q: 3 clusters Score -3454613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3454625.000000 Penalty: 5125.020020
	Iteration 24Q: 3 clusters Score -3454625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3454632.250000 Penalty: 5125.020020
	Iteration 25Q: 3 clusters Score -3454632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3454645.250000 Penalty: 5125.020020
	Iteration 26Q: 3 clusters Score -3454645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3454646.500000 Penalty: 5125.020020
	Iteration 27Q: 3 clusters Score -3454646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3454651.500000 Penalty: 5125.020020
	Iteration 28Q: 3 clusters Score -3454652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3454655.000000 Penalty: 5125.020020
	Iteration 29Q: 3 clusters Score -3454655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3454659.000000 Penalty: 5125.020020
	Iteration 30Q: 3 clusters Score -3454659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3454657.500000 Penalty: 5125.020020
	Iteration 31Q: 3 clusters Score -3454658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3454658.750000 Penalty: 5125.020020
	Iteration 32Q: 3 clusters Score -3454659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3454658.750000 Penalty: 5125.020020
	Iteration 33F: 3 clusters Score -3454659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -719944.000000 Penalty: 2177.597168
	Iteration 0F: 2 clusters Score -719944 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 3210 members 
Entering Unmasked Estep 
Score: -714501.812500 Penalty: 4355.194336
	Iteration 0F: 3 clusters Score -714501.8 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -716080.562500 Penalty: 4355.194336
	Iteration 1F: 3 clusters Score -716080.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -716508.687500 Penalty: 4355.194336
	Iteration 2F: 3 clusters Score -716508.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -716926.437500 Penalty: 4355.194336
	Iteration 3F: 3 clusters Score -716926.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -717347.375000 Penalty: 4355.194336
	Iteration 4F: 3 clusters Score -717347.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -717674.500000 Penalty: 4355.194336
	Iteration 5F: 3 clusters Score -717674.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -717915.750000 Penalty: 4355.194336
	Iteration 6Q: 3 clusters Score -717915.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -718057.437500 Penalty: 4355.194336
	Iteration 7Q: 3 clusters Score -718057.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -718158.750000 Penalty: 4355.194336
	Iteration 8Q: 3 clusters Score -718158.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -718220.250000 Penalty: 4355.194336
	Iteration 9Q: 3 clusters Score -718220.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -718258.625000 Penalty: 4355.194336
	Iteration 10Q: 3 clusters Score -718258.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -718284.875000 Penalty: 4355.194336
	Iteration 11Q: 3 clusters Score -718284.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -718304.812500 Penalty: 4355.194336
	Iteration 12Q: 3 clusters Score -718304.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -718319.437500 Penalty: 4355.194336
	Iteration 13Q: 3 clusters Score -718319.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -718332.375000 Penalty: 4355.194336
	Iteration 14Q: 3 clusters Score -718332.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -718335.937500 Penalty: 4355.194336
	Iteration 15Q: 3 clusters Score -718335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -718340.312500 Penalty: 4355.194336
	Iteration 16Q: 3 clusters Score -718340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -718340.062500 Penalty: 4355.194336
	Iteration 17Q: 3 clusters Score -718340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -718343.812500 Penalty: 4355.194336
	Iteration 18Q: 3 clusters Score -718343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -718352.000000 Penalty: 4355.194336
	Iteration 19Q: 3 clusters Score -718352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -718351.937500 Penalty: 4355.194336
	Iteration 20F: 3 clusters Score -718351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -718353.687500 Penalty: 4355.194336
	Iteration 21Q: 3 clusters Score -718353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -718354.312500 Penalty: 4355.194336
	Iteration 22Q: 3 clusters Score -718354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -718355.687500 Penalty: 4355.194336
	Iteration 23Q: 3 clusters Score -718355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -718360.000000 Penalty: 4355.194336
	Iteration 24Q: 3 clusters Score -718360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -718361.937500 Penalty: 4355.194336
	Iteration 25Q: 3 clusters Score -718361.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -718366.562500 Penalty: 4355.194336
	Iteration 26Q: 3 clusters Score -718366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -718368.250000 Penalty: 4355.194336
	Iteration 27Q: 3 clusters Score -718368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -718369.250000 Penalty: 4355.194336
	Iteration 28Q: 3 clusters Score -718369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -718367.875000 Penalty: 4355.194336
	Iteration 29Q: 3 clusters Score -718367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -718369.437500 Penalty: 4355.194336
	Iteration 30Q: 3 clusters Score -718369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -718370.375000 Penalty: 4355.194336
	Iteration 31Q: 3 clusters Score -718370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -718370.375000 Penalty: 4355.194336
	Iteration 32F: 3 clusters Score -718370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -1068040.500000 Penalty: 2307.620850
	Iteration 0F: 2 clusters Score -1068040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1059804.625000 Penalty: 4615.241699
	Iteration 0F: 3 clusters Score -1059805 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1062746.375000 Penalty: 4615.241699
	Iteration 1F: 3 clusters Score -1062746 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1063701.125000 Penalty: 4615.241699
	Iteration 2F: 3 clusters Score -1063701 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1064696.750000 Penalty: 4615.241699
	Iteration 3F: 3 clusters Score -1064697 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1065488.625000 Penalty: 4615.241699
	Iteration 4F: 3 clusters Score -1065489 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1066013.875000 Penalty: 4615.241699
	Iteration 5F: 3 clusters Score -1066014 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1066311.000000 Penalty: 4615.241699
	Iteration 6Q: 3 clusters Score -1066311 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1066486.000000 Penalty: 4615.241699
	Iteration 7Q: 3 clusters Score -1066486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1066585.750000 Penalty: 4615.241699
	Iteration 8Q: 3 clusters Score -1066586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1066649.750000 Penalty: 4615.241699
	Iteration 9Q: 3 clusters Score -1066650 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1066692.750000 Penalty: 4615.241699
	Iteration 10Q: 3 clusters Score -1066693 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1066728.375000 Penalty: 4615.241699
	Iteration 11Q: 3 clusters Score -1066728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1066757.875000 Penalty: 4615.241699
	Iteration 12Q: 3 clusters Score -1066758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1066778.625000 Penalty: 4615.241699
	Iteration 13Q: 3 clusters Score -1066779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1066792.125000 Penalty: 4615.241699
	Iteration 14Q: 3 clusters Score -1066792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1066803.375000 Penalty: 4615.241699
	Iteration 15Q: 3 clusters Score -1066803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1066812.625000 Penalty: 4615.241699
	Iteration 16Q: 3 clusters Score -1066813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1066814.875000 Penalty: 4615.241699
	Iteration 17Q: 3 clusters Score -1066815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1066821.000000 Penalty: 4615.241699
	Iteration 18Q: 3 clusters Score -1066821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1066828.125000 Penalty: 4615.241699
	Iteration 19Q: 3 clusters Score -1066828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1066831.875000 Penalty: 4615.241699
	Iteration 20F: 3 clusters Score -1066832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1066837.125000 Penalty: 4615.241699
	Iteration 21Q: 3 clusters Score -1066837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1066840.375000 Penalty: 4615.241699
	Iteration 22Q: 3 clusters Score -1066840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1066839.750000 Penalty: 4615.241699
	Iteration 23Q: 3 clusters Score -1066840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1066841.875000 Penalty: 4615.241699
	Iteration 24Q: 3 clusters Score -1066842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1066839.375000 Penalty: 4615.241699
	Iteration 25Q: 3 clusters Score -1066839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1066840.625000 Penalty: 4615.241699
	Iteration 26Q: 3 clusters Score -1066841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1066841.375000 Penalty: 4615.241699
	Iteration 27Q: 3 clusters Score -1066841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1066839.375000 Penalty: 4615.241699
	Iteration 28Q: 3 clusters Score -1066839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1066842.125000 Penalty: 4615.241699
	Iteration 29Q: 3 clusters Score -1066842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1066842.000000 Penalty: 4615.241699
	Iteration 30Q: 3 clusters Score -1066842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1066842.125000 Penalty: 4615.241699
	Iteration 31Q: 3 clusters Score -1066842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1066841.750000 Penalty: 4615.241699
	Iteration 32Q: 3 clusters Score -1066842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1066842.250000 Penalty: 4615.241699
	Iteration 33Q: 3 clusters Score -1066842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1066843.500000 Penalty: 4615.241699
	Iteration 34Q: 3 clusters Score -1066844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1066844.750000 Penalty: 4615.241699
	Iteration 35Q: 3 clusters Score -1066845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1066842.875000 Penalty: 4615.241699
	Iteration 36Q: 3 clusters Score -1066843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1066846.125000 Penalty: 4615.241699
	Iteration 37Q: 3 clusters Score -1066846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1066846.125000 Penalty: 4615.241699
	Iteration 38F: 3 clusters Score -1066846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Entering Unmasked Estep 
Score: -3192014.500000 Penalty: 2563.750000
	Iteration 0F: 2 clusters Score -3192014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3170807.500000 Penalty: 5127.500000
	Iteration 0F: 3 clusters Score -3170808 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3178668.000000 Penalty: 5127.500000
	Iteration 1F: 3 clusters Score -3178668 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3179450.250000 Penalty: 5127.500000
	Iteration 2F: 3 clusters Score -3179450 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3180188.250000 Penalty: 5127.500000
	Iteration 3F: 3 clusters Score -3180188 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3180927.250000 Penalty: 5127.500000
	Iteration 4F: 3 clusters Score -3180927 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3181693.500000 Penalty: 5127.500000
	Iteration 5F: 3 clusters Score -3181694 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3182510.250000 Penalty: 5127.500000
	Iteration 6Q: 3 clusters Score -3182510 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3183335.250000 Penalty: 5127.500000
	Iteration 7Q: 3 clusters Score -3183335 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3184214.250000 Penalty: 5127.500000
	Iteration 8Q: 3 clusters Score -3184214 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3185045.250000 Penalty: 5127.500000
	Iteration 9Q: 3 clusters Score -3185045 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3185772.000000 Penalty: 5127.500000
	Iteration 10Q: 3 clusters Score -3185772 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3186377.500000 Penalty: 5127.500000
	Iteration 11Q: 3 clusters Score -3186378 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3186848.750000 Penalty: 5127.500000
	Iteration 12Q: 3 clusters Score -3186849 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3187212.250000 Penalty: 5127.500000
	Iteration 13Q: 3 clusters Score -3187212 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3187483.000000 Penalty: 5127.500000
	Iteration 14Q: 3 clusters Score -3187483 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3187712.750000 Penalty: 5127.500000
	Iteration 15Q: 3 clusters Score -3187713 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3187912.500000 Penalty: 5127.500000
	Iteration 16Q: 3 clusters Score -3187912 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3188084.750000 Penalty: 5127.500000
	Iteration 17Q: 3 clusters Score -3188085 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3188234.750000 Penalty: 5127.500000
	Iteration 18Q: 3 clusters Score -3188235 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3188404.750000 Penalty: 5127.500000
	Iteration 19Q: 3 clusters Score -3188405 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3188558.250000 Penalty: 5127.500000
	Iteration 20F: 3 clusters Score -3188558 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3188722.000000 Penalty: 5127.500000
	Iteration 21Q: 3 clusters Score -3188722 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3188884.500000 Penalty: 5127.500000
	Iteration 22Q: 3 clusters Score -3188884 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3189030.250000 Penalty: 5127.500000
	Iteration 23Q: 3 clusters Score -3189030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3189145.500000 Penalty: 5127.500000
	Iteration 24Q: 3 clusters Score -3189146 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3189270.250000 Penalty: 5127.500000
	Iteration 25Q: 3 clusters Score -3189270 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3189383.250000 Penalty: 5127.500000
	Iteration 26Q: 3 clusters Score -3189383 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3189507.500000 Penalty: 5127.500000
	Iteration 27Q: 3 clusters Score -3189508 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3189609.750000 Penalty: 5127.500000
	Iteration 28Q: 3 clusters Score -3189610 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3189686.000000 Penalty: 5127.500000
	Iteration 29Q: 3 clusters Score -3189686 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3189775.000000 Penalty: 5127.500000
	Iteration 30Q: 3 clusters Score -3189775 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3189827.500000 Penalty: 5127.500000
	Iteration 31Q: 3 clusters Score -3189828 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3189882.500000 Penalty: 5127.500000
	Iteration 32Q: 3 clusters Score -3189882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3189924.250000 Penalty: 5127.500000
	Iteration 33Q: 3 clusters Score -3189924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3189958.000000 Penalty: 5127.500000
	Iteration 34Q: 3 clusters Score -3189958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3189987.750000 Penalty: 5127.500000
	Iteration 35Q: 3 clusters Score -3189988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3190016.750000 Penalty: 5127.500000
	Iteration 36Q: 3 clusters Score -3190017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3190027.250000 Penalty: 5127.500000
	Iteration 37Q: 3 clusters Score -3190027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3190045.250000 Penalty: 5127.500000
	Iteration 38Q: 3 clusters Score -3190045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3190066.250000 Penalty: 5127.500000
	Iteration 39Q: 3 clusters Score -3190066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3190085.000000 Penalty: 5127.500000
	Iteration 40F: 3 clusters Score -3190085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3190103.750000 Penalty: 5127.500000
	Iteration 41Q: 3 clusters Score -3190104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3190122.500000 Penalty: 5127.500000
	Iteration 42Q: 3 clusters Score -3190122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3190133.750000 Penalty: 5127.500000
	Iteration 43Q: 3 clusters Score -3190134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3190155.750000 Penalty: 5127.500000
	Iteration 44Q: 3 clusters Score -3190156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3190163.750000 Penalty: 5127.500000
	Iteration 45Q: 3 clusters Score -3190164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3190187.000000 Penalty: 5127.500000
	Iteration 46Q: 3 clusters Score -3190187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3190200.500000 Penalty: 5127.500000
	Iteration 47Q: 3 clusters Score -3190200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3190226.250000 Penalty: 5127.500000
	Iteration 48Q: 3 clusters Score -3190226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3190252.500000 Penalty: 5127.500000
	Iteration 49Q: 3 clusters Score -3190252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3190272.000000 Penalty: 5127.500000
	Iteration 50Q: 3 clusters Score -3190272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3190280.750000 Penalty: 5127.500000
	Iteration 51Q: 3 clusters Score -3190281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3190293.000000 Penalty: 5127.500000
	Iteration 52Q: 3 clusters Score -3190293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3190307.250000 Penalty: 5127.500000
	Iteration 53Q: 3 clusters Score -3190307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3190329.000000 Penalty: 5127.500000
	Iteration 54Q: 3 clusters Score -3190329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3190340.000000 Penalty: 5127.500000
	Iteration 55Q: 3 clusters Score -3190340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3190353.500000 Penalty: 5127.500000
	Iteration 56Q: 3 clusters Score -3190354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3190364.250000 Penalty: 5127.500000
	Iteration 57Q: 3 clusters Score -3190364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3190363.000000 Penalty: 5127.500000
	Iteration 58Q: 3 clusters Score -3190363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3190368.250000 Penalty: 5127.500000
	Iteration 59Q: 3 clusters Score -3190368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3190374.500000 Penalty: 5127.500000
	Iteration 60F: 3 clusters Score -3190374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3190380.750000 Penalty: 5127.500000
	Iteration 61Q: 3 clusters Score -3190381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3190381.500000 Penalty: 5127.500000
	Iteration 62Q: 3 clusters Score -3190382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3190386.500000 Penalty: 5127.500000
	Iteration 63Q: 3 clusters Score -3190386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3190383.250000 Penalty: 5127.500000
	Iteration 64Q: 3 clusters Score -3190383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3190388.750000 Penalty: 5127.500000
	Iteration 65Q: 3 clusters Score -3190389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3190388.250000 Penalty: 5127.500000
	Iteration 66Q: 3 clusters Score -3190388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3190391.750000 Penalty: 5127.500000
	Iteration 67Q: 3 clusters Score -3190392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3190391.000000 Penalty: 5127.500000
	Iteration 68Q: 3 clusters Score -3190391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3190387.750000 Penalty: 5127.500000
	Iteration 69Q: 3 clusters Score -3190388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3190388.500000 Penalty: 5127.500000
	Iteration 70Q: 3 clusters Score -3190388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3190391.750000 Penalty: 5127.500000
	Iteration 71Q: 3 clusters Score -3190392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3190392.000000 Penalty: 5127.500000
	Iteration 72Q: 3 clusters Score -3190392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3190398.500000 Penalty: 5127.500000
	Iteration 73Q: 3 clusters Score -3190398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3190398.000000 Penalty: 5127.500000
	Iteration 74Q: 3 clusters Score -3190398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3190400.250000 Penalty: 5127.500000
	Iteration 75Q: 3 clusters Score -3190400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3190397.500000 Penalty: 5127.500000
	Iteration 76Q: 3 clusters Score -3190398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3190397.500000 Penalty: 5127.500000
	Iteration 77F: 3 clusters Score -3190398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Entering Unmasked Estep 
Score: -3356664.250000 Penalty: 2549.151611
	Iteration 0F: 2 clusters Score -3356664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3336734.250000 Penalty: 5098.303223
	Iteration 0F: 3 clusters Score -3336734 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3343771.500000 Penalty: 5098.303223
	Iteration 1F: 3 clusters Score -3343772 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3344345.250000 Penalty: 5098.303223
	Iteration 2F: 3 clusters Score -3344345 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3344900.500000 Penalty: 5098.303223
	Iteration 3Q: 3 clusters Score -3344900 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3345671.750000 Penalty: 5098.303223
	Iteration 4Q: 3 clusters Score -3345672 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3346670.250000 Penalty: 5098.303223
	Iteration 5F: 3 clusters Score -3346670 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3347769.750000 Penalty: 5098.303223
	Iteration 6F: 3 clusters Score -3347770 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3349000.250000 Penalty: 5098.303223
	Iteration 7F: 3 clusters Score -3349000 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3350151.750000 Penalty: 5098.303223
	Iteration 8F: 3 clusters Score -3350152 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3351178.250000 Penalty: 5098.303223
	Iteration 9F: 3 clusters Score -3351178 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3352020.000000 Penalty: 5098.303223
	Iteration 10Q: 3 clusters Score -3352020 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3352635.250000 Penalty: 5098.303223
	Iteration 11Q: 3 clusters Score -3352635 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3353037.750000 Penalty: 5098.303223
	Iteration 12Q: 3 clusters Score -3353038 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3353244.250000 Penalty: 5098.303223
	Iteration 13Q: 3 clusters Score -3353244 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3353420.250000 Penalty: 5098.303223
	Iteration 14Q: 3 clusters Score -3353420 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3353558.500000 Penalty: 5098.303223
	Iteration 15Q: 3 clusters Score -3353558 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3353698.750000 Penalty: 5098.303223
	Iteration 16Q: 3 clusters Score -3353699 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3353804.500000 Penalty: 5098.303223
	Iteration 17Q: 3 clusters Score -3353804 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3353922.000000 Penalty: 5098.303223
	Iteration 18Q: 3 clusters Score -3353922 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3354039.500000 Penalty: 5098.303223
	Iteration 19Q: 3 clusters Score -3354040 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3354115.000000 Penalty: 5098.303223
	Iteration 20F: 3 clusters Score -3354115 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3354194.000000 Penalty: 5098.303223
	Iteration 21Q: 3 clusters Score -3354194 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3354271.000000 Penalty: 5098.303223
	Iteration 22Q: 3 clusters Score -3354271 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3354336.250000 Penalty: 5098.303223
	Iteration 23Q: 3 clusters Score -3354336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3354417.000000 Penalty: 5098.303223
	Iteration 24Q: 3 clusters Score -3354417 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3354513.500000 Penalty: 5098.303223
	Iteration 25Q: 3 clusters Score -3354514 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3354588.250000 Penalty: 5098.303223
	Iteration 26Q: 3 clusters Score -3354588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3354649.750000 Penalty: 5098.303223
	Iteration 27Q: 3 clusters Score -3354650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3354746.250000 Penalty: 5098.303223
	Iteration 28Q: 3 clusters Score -3354746 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3354834.750000 Penalty: 5098.303223
	Iteration 29Q: 3 clusters Score -3354835 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3354951.750000 Penalty: 5098.303223
	Iteration 30Q: 3 clusters Score -3354952 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3355060.000000 Penalty: 5098.303223
	Iteration 31Q: 3 clusters Score -3355060 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3355161.000000 Penalty: 5098.303223
	Iteration 32Q: 3 clusters Score -3355161 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3355261.500000 Penalty: 5098.303223
	Iteration 33Q: 3 clusters Score -3355262 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3355359.500000 Penalty: 5098.303223
	Iteration 34Q: 3 clusters Score -3355360 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3355452.500000 Penalty: 5098.303223
	Iteration 35Q: 3 clusters Score -3355452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3355531.750000 Penalty: 5098.303223
	Iteration 36Q: 3 clusters Score -3355532 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3355603.250000 Penalty: 5098.303223
	Iteration 37Q: 3 clusters Score -3355603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3355646.000000 Penalty: 5098.303223
	Iteration 38Q: 3 clusters Score -3355646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3355712.750000 Penalty: 5098.303223
	Iteration 39Q: 3 clusters Score -3355713 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3355751.750000 Penalty: 5098.303223
	Iteration 40F: 3 clusters Score -3355752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3355786.500000 Penalty: 5098.303223
	Iteration 41Q: 3 clusters Score -3355786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3355821.500000 Penalty: 5098.303223
	Iteration 42Q: 3 clusters Score -3355822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3355826.250000 Penalty: 5098.303223
	Iteration 43Q: 3 clusters Score -3355826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3355844.000000 Penalty: 5098.303223
	Iteration 44Q: 3 clusters Score -3355844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3355859.250000 Penalty: 5098.303223
	Iteration 45Q: 3 clusters Score -3355859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3355860.750000 Penalty: 5098.303223
	Iteration 46Q: 3 clusters Score -3355861 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3355872.250000 Penalty: 5098.303223
	Iteration 47Q: 3 clusters Score -3355872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3355871.000000 Penalty: 5098.303223
	Iteration 48Q: 3 clusters Score -3355871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3355884.000000 Penalty: 5098.303223
	Iteration 49Q: 3 clusters Score -3355884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3355886.000000 Penalty: 5098.303223
	Iteration 50Q: 3 clusters Score -3355886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3355882.250000 Penalty: 5098.303223
	Iteration 51Q: 3 clusters Score -3355882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3355875.500000 Penalty: 5098.303223
	Iteration 52Q: 3 clusters Score -3355876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3355891.750000 Penalty: 5098.303223
	Iteration 53Q: 3 clusters Score -3355892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3355892.750000 Penalty: 5098.303223
	Iteration 54Q: 3 clusters Score -3355893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3355895.500000 Penalty: 5098.303223
	Iteration 55Q: 3 clusters Score -3355896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3355900.750000 Penalty: 5098.303223
	Iteration 56Q: 3 clusters Score -3355901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3355896.500000 Penalty: 5098.303223
	Iteration 57Q: 3 clusters Score -3355896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3355891.500000 Penalty: 5098.303223
	Iteration 58Q: 3 clusters Score -3355892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3355891.750000 Penalty: 5098.303223
	Iteration 59Q: 3 clusters Score -3355892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3355894.750000 Penalty: 5098.303223
	Iteration 60F: 3 clusters Score -3355895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3355894.500000 Penalty: 5098.303223
	Iteration 61Q: 3 clusters Score -3355894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3355889.500000 Penalty: 5098.303223
	Iteration 62Q: 3 clusters Score -3355890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3355895.750000 Penalty: 5098.303223
	Iteration 63Q: 3 clusters Score -3355896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3355905.250000 Penalty: 5098.303223
	Iteration 64Q: 3 clusters Score -3355905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3355903.000000 Penalty: 5098.303223
	Iteration 65Q: 3 clusters Score -3355903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3355909.500000 Penalty: 5098.303223
	Iteration 66Q: 3 clusters Score -3355910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3355905.750000 Penalty: 5098.303223
	Iteration 67Q: 3 clusters Score -3355906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3355904.000000 Penalty: 5098.303223
	Iteration 68Q: 3 clusters Score -3355904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3355904.000000 Penalty: 5098.303223
	Iteration 69Q: 3 clusters Score -3355904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3355906.250000 Penalty: 5098.303223
	Iteration 70Q: 3 clusters Score -3355906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3355903.250000 Penalty: 5098.303223
	Iteration 71Q: 3 clusters Score -3355903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3355898.500000 Penalty: 5098.303223
	Iteration 72Q: 3 clusters Score -3355898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3355898.000000 Penalty: 5098.303223
	Iteration 73Q: 3 clusters Score -3355898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3355899.250000 Penalty: 5098.303223
	Iteration 74Q: 3 clusters Score -3355899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3355898.500000 Penalty: 5098.303223
	Iteration 75Q: 3 clusters Score -3355898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3355898.500000 Penalty: 5098.303223
	Iteration 76F: 3 clusters Score -3355898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Entering Unmasked Estep 
Score: -1917911.500000 Penalty: 2413.621338
	Iteration 0F: 2 clusters Score -1917912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1905949.625000 Penalty: 4827.242676
	Iteration 0F: 3 clusters Score -1905950 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1909973.375000 Penalty: 4827.242676
	Iteration 1F: 3 clusters Score -1909973 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1910655.250000 Penalty: 4827.242676
	Iteration 2F: 3 clusters Score -1910655 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1911308.875000 Penalty: 4827.242676
	Iteration 3F: 3 clusters Score -1911309 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1911893.250000 Penalty: 4827.242676
	Iteration 4F: 3 clusters Score -1911893 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1912407.875000 Penalty: 4827.242676
	Iteration 5F: 3 clusters Score -1912408 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1912855.875000 Penalty: 4827.242676
	Iteration 6Q: 3 clusters Score -1912856 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1913238.125000 Penalty: 4827.242676
	Iteration 7Q: 3 clusters Score -1913238 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1913582.250000 Penalty: 4827.242676
	Iteration 8Q: 3 clusters Score -1913582 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1913853.000000 Penalty: 4827.242676
	Iteration 9Q: 3 clusters Score -1913853 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1914076.375000 Penalty: 4827.242676
	Iteration 10Q: 3 clusters Score -1914076 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1914262.125000 Penalty: 4827.242676
	Iteration 11Q: 3 clusters Score -1914262 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1914366.250000 Penalty: 4827.242676
	Iteration 12Q: 3 clusters Score -1914366 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1914488.250000 Penalty: 4827.242676
	Iteration 13Q: 3 clusters Score -1914488 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1914545.875000 Penalty: 4827.242676
	Iteration 14Q: 3 clusters Score -1914546 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1914614.125000 Penalty: 4827.242676
	Iteration 15Q: 3 clusters Score -1914614 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1914658.000000 Penalty: 4827.242676
	Iteration 16Q: 3 clusters Score -1914658 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1914701.375000 Penalty: 4827.242676
	Iteration 17Q: 3 clusters Score -1914701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1914726.500000 Penalty: 4827.242676
	Iteration 18Q: 3 clusters Score -1914726 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1914751.125000 Penalty: 4827.242676
	Iteration 19Q: 3 clusters Score -1914751 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1914768.250000 Penalty: 4827.242676
	Iteration 20F: 3 clusters Score -1914768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1914782.750000 Penalty: 4827.242676
	Iteration 21Q: 3 clusters Score -1914783 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1914792.625000 Penalty: 4827.242676
	Iteration 22Q: 3 clusters Score -1914793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1914807.500000 Penalty: 4827.242676
	Iteration 23Q: 3 clusters Score -1914808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1914813.500000 Penalty: 4827.242676
	Iteration 24Q: 3 clusters Score -1914814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1914827.875000 Penalty: 4827.242676
	Iteration 25Q: 3 clusters Score -1914828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1914830.625000 Penalty: 4827.242676
	Iteration 26Q: 3 clusters Score -1914831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1914835.375000 Penalty: 4827.242676
	Iteration 27Q: 3 clusters Score -1914835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1914839.875000 Penalty: 4827.242676
	Iteration 28Q: 3 clusters Score -1914840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1914845.625000 Penalty: 4827.242676
	Iteration 29Q: 3 clusters Score -1914846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1914846.625000 Penalty: 4827.242676
	Iteration 30Q: 3 clusters Score -1914847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1914851.750000 Penalty: 4827.242676
	Iteration 31Q: 3 clusters Score -1914852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1914854.625000 Penalty: 4827.242676
	Iteration 32Q: 3 clusters Score -1914855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1914852.625000 Penalty: 4827.242676
	Iteration 33Q: 3 clusters Score -1914853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1914861.750000 Penalty: 4827.242676
	Iteration 34Q: 3 clusters Score -1914862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1914864.875000 Penalty: 4827.242676
	Iteration 35Q: 3 clusters Score -1914865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1914869.250000 Penalty: 4827.242676
	Iteration 36Q: 3 clusters Score -1914869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1914867.000000 Penalty: 4827.242676
	Iteration 37Q: 3 clusters Score -1914867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1914873.375000 Penalty: 4827.242676
	Iteration 38Q: 3 clusters Score -1914873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1914879.625000 Penalty: 4827.242676
	Iteration 39Q: 3 clusters Score -1914880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1914877.500000 Penalty: 4827.242676
	Iteration 40F: 3 clusters Score -1914878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1914887.000000 Penalty: 4827.242676
	Iteration 41Q: 3 clusters Score -1914887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1914897.625000 Penalty: 4827.242676
	Iteration 42Q: 3 clusters Score -1914898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1914903.750000 Penalty: 4827.242676
	Iteration 43Q: 3 clusters Score -1914904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1914919.750000 Penalty: 4827.242676
	Iteration 44Q: 3 clusters Score -1914920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1914946.000000 Penalty: 4827.242676
	Iteration 45Q: 3 clusters Score -1914946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1914965.625000 Penalty: 4827.242676
	Iteration 46Q: 3 clusters Score -1914966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1914988.375000 Penalty: 4827.242676
	Iteration 47Q: 3 clusters Score -1914988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1915030.500000 Penalty: 4827.242676
	Iteration 48Q: 3 clusters Score -1915030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1915096.500000 Penalty: 4827.242676
	Iteration 49Q: 3 clusters Score -1915096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1915198.375000 Penalty: 4827.242676
	Iteration 50Q: 3 clusters Score -1915198 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1915406.875000 Penalty: 4827.242676
	Iteration 51Q: 3 clusters Score -1915407 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1915774.375000 Penalty: 4827.242676
	Iteration 52Q: 3 clusters Score -1915774 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1916121.625000 Penalty: 4827.242676
	Iteration 53Q: 3 clusters Score -1916122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1916313.875000 Penalty: 4827.242676
	Iteration 54Q: 3 clusters Score -1916314 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1916418.875000 Penalty: 4827.242676
	Iteration 55Q: 3 clusters Score -1916419 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1916477.125000 Penalty: 4827.242676
	Iteration 56Q: 3 clusters Score -1916477 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1916520.125000 Penalty: 4827.242676
	Iteration 57Q: 3 clusters Score -1916520 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1916537.375000 Penalty: 4827.242676
	Iteration 58Q: 3 clusters Score -1916537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1916551.875000 Penalty: 4827.242676
	Iteration 59Q: 3 clusters Score -1916552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1916562.250000 Penalty: 4827.242676
	Iteration 60F: 3 clusters Score -1916562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1916566.125000 Penalty: 4827.242676
	Iteration 61Q: 3 clusters Score -1916566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1916573.375000 Penalty: 4827.242676
	Iteration 62Q: 3 clusters Score -1916573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1916585.250000 Penalty: 4827.242676
	Iteration 63Q: 3 clusters Score -1916585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1916593.500000 Penalty: 4827.242676
	Iteration 64Q: 3 clusters Score -1916594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1916600.875000 Penalty: 4827.242676
	Iteration 65Q: 3 clusters Score -1916601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1916605.625000 Penalty: 4827.242676
	Iteration 66Q: 3 clusters Score -1916606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1916609.000000 Penalty: 4827.242676
	Iteration 67Q: 3 clusters Score -1916609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1916619.625000 Penalty: 4827.242676
	Iteration 68Q: 3 clusters Score -1916620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1916625.875000 Penalty: 4827.242676
	Iteration 69Q: 3 clusters Score -1916626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1916631.750000 Penalty: 4827.242676
	Iteration 70Q: 3 clusters Score -1916632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1916636.875000 Penalty: 4827.242676
	Iteration 71Q: 3 clusters Score -1916637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1916634.875000 Penalty: 4827.242676
	Iteration 72Q: 3 clusters Score -1916635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1916641.375000 Penalty: 4827.242676
	Iteration 73Q: 3 clusters Score -1916641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1916638.500000 Penalty: 4827.242676
	Iteration 74Q: 3 clusters Score -1916638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1916636.125000 Penalty: 4827.242676
	Iteration 75Q: 3 clusters Score -1916636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1916638.875000 Penalty: 4827.242676
	Iteration 76Q: 3 clusters Score -1916639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1916639.125000 Penalty: 4827.242676
	Iteration 77Q: 3 clusters Score -1916639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1916639.625000 Penalty: 4827.242676
	Iteration 78Q: 3 clusters Score -1916640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1916643.875000 Penalty: 4827.242676
	Iteration 79Q: 3 clusters Score -1916644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1916642.250000 Penalty: 4827.242676
	Iteration 80F: 3 clusters Score -1916642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1916641.750000 Penalty: 4827.242676
	Iteration 81Q: 3 clusters Score -1916642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1916642.875000 Penalty: 4827.242676
	Iteration 82Q: 3 clusters Score -1916643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1916643.000000 Penalty: 4827.242676
	Iteration 83Q: 3 clusters Score -1916643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1916643.000000 Penalty: 4827.242676
	Iteration 84F: 3 clusters Score -1916643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -137776.046875 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -137776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135561.750000 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -135561.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136050.437500 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -136050.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -136370.984375 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -136371 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136582.875000 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -136582.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136699.015625 Penalty: 3585.640625
	Iteration 4F: 3 clusters Score -136699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136777.171875 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -136777.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136827.656250 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -136827.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136856.703125 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -136856.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136868.218750 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -136868.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136879.703125 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -136879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136887.515625 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -136887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136891.328125 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -136891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136892.562500 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -136892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136892.562500 Penalty: 3585.640625
	Iteration 13F: 3 clusters Score -136892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1147144.000000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1147144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1139382.875000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1139383 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1141650.250000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1141650 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1142083.000000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1142083 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1142467.125000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1142467 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1142864.625000 Penalty: 4584.192871
	Iteration 4F: 3 clusters Score -1142865 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1143251.750000 Penalty: 4584.192871
	Iteration 5F: 3 clusters Score -1143252 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1143619.375000 Penalty: 4584.192871
	Iteration 6F: 3 clusters Score -1143619 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1143963.000000 Penalty: 4584.192871
	Iteration 7F: 3 clusters Score -1143963 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1144275.125000 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1144275 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1144518.125000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1144518 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1144737.125000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1144737 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1144911.250000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1144911 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1145060.500000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1145060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1145176.125000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1145176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1145257.250000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1145257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1145308.625000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1145309 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1145356.250000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1145356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1145406.125000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1145406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1145453.875000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1145454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1145488.750000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1145489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1145513.125000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1145513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1145538.500000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1145538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1145561.625000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1145562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1145582.125000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1145582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1145603.000000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1145603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1145616.500000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1145616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1145631.500000 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1145632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1145634.125000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1145634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1145639.625000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1145640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1145647.250000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1145647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1145660.125000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1145660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1145665.250000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1145665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1145672.000000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1145672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1145674.000000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1145674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1145680.250000 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1145680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1145683.125000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1145683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1145682.250000 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1145682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1145687.125000 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1145687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1145693.625000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1145694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1145697.500000 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1145698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1145699.750000 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1145700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1145704.500000 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -1145704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1145705.625000 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -1145706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1145706.625000 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -1145707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1145710.750000 Penalty: 4584.192871
	Iteration 44Q: 3 clusters Score -1145711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1145710.375000 Penalty: 4584.192871
	Iteration 45Q: 3 clusters Score -1145710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1145710.875000 Penalty: 4584.192871
	Iteration 46Q: 3 clusters Score -1145711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1145712.250000 Penalty: 4584.192871
	Iteration 47Q: 3 clusters Score -1145712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1145713.750000 Penalty: 4584.192871
	Iteration 48Q: 3 clusters Score -1145714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1145713.750000 Penalty: 4584.192871
	Iteration 49F: 3 clusters Score -1145714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -798195.812500 Penalty: 2192.678955
	Iteration 0F: 2 clusters Score -798195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -792478.000000 Penalty: 4385.357910
	Iteration 0F: 3 clusters Score -792478 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -793995.750000 Penalty: 4385.357910
	Iteration 1F: 3 clusters Score -793995.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -794255.750000 Penalty: 4385.357910
	Iteration 2F: 3 clusters Score -794255.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -794424.562500 Penalty: 4385.357910
	Iteration 3F: 3 clusters Score -794424.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -794547.437500 Penalty: 4385.357910
	Iteration 4Q: 3 clusters Score -794547.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -794628.125000 Penalty: 4385.357910
	Iteration 5Q: 3 clusters Score -794628.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -794694.312500 Penalty: 4385.357910
	Iteration 6Q: 3 clusters Score -794694.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -794754.062500 Penalty: 4385.357910
	Iteration 7Q: 3 clusters Score -794754.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -794813.000000 Penalty: 4385.357910
	Iteration 8Q: 3 clusters Score -794813 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -794872.812500 Penalty: 4385.357910
	Iteration 9Q: 3 clusters Score -794872.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -794939.750000 Penalty: 4385.357910
	Iteration 10Q: 3 clusters Score -794939.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -795018.937500 Penalty: 4385.357910
	Iteration 11Q: 3 clusters Score -795018.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -795107.562500 Penalty: 4385.357910
	Iteration 12Q: 3 clusters Score -795107.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -795183.750000 Penalty: 4385.357910
	Iteration 13Q: 3 clusters Score -795183.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -795260.062500 Penalty: 4385.357910
	Iteration 14Q: 3 clusters Score -795260.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -795339.625000 Penalty: 4385.357910
	Iteration 15Q: 3 clusters Score -795339.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -795431.937500 Penalty: 4385.357910
	Iteration 16Q: 3 clusters Score -795431.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -795514.187500 Penalty: 4385.357910
	Iteration 17Q: 3 clusters Score -795514.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -795585.562500 Penalty: 4385.357910
	Iteration 18Q: 3 clusters Score -795585.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -795660.312500 Penalty: 4385.357910
	Iteration 19Q: 3 clusters Score -795660.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -795740.375000 Penalty: 4385.357910
	Iteration 20F: 3 clusters Score -795740.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -795813.187500 Penalty: 4385.357910
	Iteration 21Q: 3 clusters Score -795813.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -795874.000000 Penalty: 4385.357910
	Iteration 22Q: 3 clusters Score -795874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -795928.437500 Penalty: 4385.357910
	Iteration 23Q: 3 clusters Score -795928.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -795966.812500 Penalty: 4385.357910
	Iteration 24Q: 3 clusters Score -795966.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -796000.187500 Penalty: 4385.357910
	Iteration 25Q: 3 clusters Score -796000.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -796034.250000 Penalty: 4385.357910
	Iteration 26Q: 3 clusters Score -796034.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -796055.562500 Penalty: 4385.357910
	Iteration 27Q: 3 clusters Score -796055.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -796072.000000 Penalty: 4385.357910
	Iteration 28Q: 3 clusters Score -796072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -796085.250000 Penalty: 4385.357910
	Iteration 29Q: 3 clusters Score -796085.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -796096.125000 Penalty: 4385.357910
	Iteration 30Q: 3 clusters Score -796096.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -796111.000000 Penalty: 4385.357910
	Iteration 31Q: 3 clusters Score -796111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -796132.875000 Penalty: 4385.357910
	Iteration 32Q: 3 clusters Score -796132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -796146.250000 Penalty: 4385.357910
	Iteration 33Q: 3 clusters Score -796146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -796159.187500 Penalty: 4385.357910
	Iteration 34Q: 3 clusters Score -796159.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -796172.937500 Penalty: 4385.357910
	Iteration 35Q: 3 clusters Score -796172.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -796186.562500 Penalty: 4385.357910
	Iteration 36Q: 3 clusters Score -796186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -796195.000000 Penalty: 4385.357910
	Iteration 37Q: 3 clusters Score -796195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -796202.437500 Penalty: 4385.357910
	Iteration 38Q: 3 clusters Score -796202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -796204.750000 Penalty: 4385.357910
	Iteration 39Q: 3 clusters Score -796204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -796206.250000 Penalty: 4385.357910
	Iteration 40F: 3 clusters Score -796206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -796209.625000 Penalty: 4385.357910
	Iteration 41Q: 3 clusters Score -796209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -796213.875000 Penalty: 4385.357910
	Iteration 42Q: 3 clusters Score -796213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -796221.000000 Penalty: 4385.357910
	Iteration 43Q: 3 clusters Score -796221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -796234.000000 Penalty: 4385.357910
	Iteration 44Q: 3 clusters Score -796234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -796239.625000 Penalty: 4385.357910
	Iteration 45Q: 3 clusters Score -796239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -796241.500000 Penalty: 4385.357910
	Iteration 46Q: 3 clusters Score -796241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -796243.125000 Penalty: 4385.357910
	Iteration 47Q: 3 clusters Score -796243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -796243.062500 Penalty: 4385.357910
	Iteration 48Q: 3 clusters Score -796243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -796244.750000 Penalty: 4385.357910
	Iteration 49Q: 3 clusters Score -796244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -796246.562500 Penalty: 4385.357910
	Iteration 50Q: 3 clusters Score -796246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -796248.750000 Penalty: 4385.357910
	Iteration 51Q: 3 clusters Score -796248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -796249.812500 Penalty: 4385.357910
	Iteration 52Q: 3 clusters Score -796249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -796249.812500 Penalty: 4385.357910
	Iteration 53F: 3 clusters Score -796249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -662813.812500 Penalty: 2174.799316
	Iteration 0F: 2 clusters Score -662813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -657344.062500 Penalty: 4349.598633
	Iteration 0F: 3 clusters Score -657344.1 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -659060.000000 Penalty: 4349.598633
	Iteration 1F: 3 clusters Score -659060 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -659552.812500 Penalty: 4349.598633
	Iteration 2F: 3 clusters Score -659552.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -659941.062500 Penalty: 4349.598633
	Iteration 3F: 3 clusters Score -659941.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -660250.812500 Penalty: 4349.598633
	Iteration 4F: 3 clusters Score -660250.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -660435.125000 Penalty: 4349.598633
	Iteration 5Q: 3 clusters Score -660435.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -660592.437500 Penalty: 4349.598633
	Iteration 6Q: 3 clusters Score -660592.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -660727.625000 Penalty: 4349.598633
	Iteration 7Q: 3 clusters Score -660727.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -660829.875000 Penalty: 4349.598633
	Iteration 8Q: 3 clusters Score -660829.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -660913.937500 Penalty: 4349.598633
	Iteration 9Q: 3 clusters Score -660913.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -660974.625000 Penalty: 4349.598633
	Iteration 10Q: 3 clusters Score -660974.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -661015.500000 Penalty: 4349.598633
	Iteration 11Q: 3 clusters Score -661015.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -661048.000000 Penalty: 4349.598633
	Iteration 12Q: 3 clusters Score -661048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -661075.625000 Penalty: 4349.598633
	Iteration 13Q: 3 clusters Score -661075.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -661095.562500 Penalty: 4349.598633
	Iteration 14Q: 3 clusters Score -661095.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -661116.875000 Penalty: 4349.598633
	Iteration 15Q: 3 clusters Score -661116.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -661136.187500 Penalty: 4349.598633
	Iteration 16Q: 3 clusters Score -661136.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -661152.125000 Penalty: 4349.598633
	Iteration 17Q: 3 clusters Score -661152.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -661169.625000 Penalty: 4349.598633
	Iteration 18Q: 3 clusters Score -661169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -661179.375000 Penalty: 4349.598633
	Iteration 19Q: 3 clusters Score -661179.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -661190.937500 Penalty: 4349.598633
	Iteration 20F: 3 clusters Score -661190.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -661200.562500 Penalty: 4349.598633
	Iteration 21Q: 3 clusters Score -661200.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -661210.000000 Penalty: 4349.598633
	Iteration 22Q: 3 clusters Score -661210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -661216.375000 Penalty: 4349.598633
	Iteration 23Q: 3 clusters Score -661216.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -661221.875000 Penalty: 4349.598633
	Iteration 24Q: 3 clusters Score -661221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -661225.312500 Penalty: 4349.598633
	Iteration 25Q: 3 clusters Score -661225.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -661227.562500 Penalty: 4349.598633
	Iteration 26Q: 3 clusters Score -661227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -661230.062500 Penalty: 4349.598633
	Iteration 27Q: 3 clusters Score -661230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -661232.750000 Penalty: 4349.598633
	Iteration 28Q: 3 clusters Score -661232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -661232.062500 Penalty: 4349.598633
	Iteration 29Q: 3 clusters Score -661232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -661234.187500 Penalty: 4349.598633
	Iteration 30Q: 3 clusters Score -661234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -661233.625000 Penalty: 4349.598633
	Iteration 31Q: 3 clusters Score -661233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -661235.437500 Penalty: 4349.598633
	Iteration 32Q: 3 clusters Score -661235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -661235.875000 Penalty: 4349.598633
	Iteration 33Q: 3 clusters Score -661235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -661236.937500 Penalty: 4349.598633
	Iteration 34Q: 3 clusters Score -661236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -661236.937500 Penalty: 4349.598633
	Iteration 35F: 3 clusters Score -661236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (54312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Entering Unmasked Estep 
Score: -6243797.000000 Penalty: 2703.820068
	Iteration 0F: 2 clusters Score -6243797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -6207289.500000 Penalty: 5407.640137
	Iteration 0F: 3 clusters Score -6207290 nChanged 25064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6221571.000000 Penalty: 5407.640137
	Iteration 1F: 3 clusters Score -6221571 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -6222708.000000 Penalty: 5407.640137
	Iteration 2F: 3 clusters Score -6222708 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6224380.000000 Penalty: 5407.640137
	Iteration 3F: 3 clusters Score -6224380 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -6226599.000000 Penalty: 5407.640137
	Iteration 4F: 3 clusters Score -6226599 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -6229271.500000 Penalty: 5407.640137
	Iteration 5F: 3 clusters Score -6229272 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -6231881.500000 Penalty: 5407.640137
	Iteration 6F: 3 clusters Score -6231882 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -6234106.000000 Penalty: 5407.640137
	Iteration 7F: 3 clusters Score -6234106 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -6235955.500000 Penalty: 5407.640137
	Iteration 8F: 3 clusters Score -6235956 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -6237393.500000 Penalty: 5407.640137
	Iteration 9Q: 3 clusters Score -6237394 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -6238537.500000 Penalty: 5407.640137
	Iteration 10Q: 3 clusters Score -6238538 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -6239399.000000 Penalty: 5407.640137
	Iteration 11Q: 3 clusters Score -6239399 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -6240037.000000 Penalty: 5407.640137
	Iteration 12Q: 3 clusters Score -6240037 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -6240535.000000 Penalty: 5407.640137
	Iteration 13Q: 3 clusters Score -6240535 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -6240854.000000 Penalty: 5407.640137
	Iteration 14Q: 3 clusters Score -6240854 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -6241087.000000 Penalty: 5407.640137
	Iteration 15Q: 3 clusters Score -6241087 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -6241225.500000 Penalty: 5407.640137
	Iteration 16Q: 3 clusters Score -6241226 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6241338.000000 Penalty: 5407.640137
	Iteration 17Q: 3 clusters Score -6241338 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -6241411.000000 Penalty: 5407.640137
	Iteration 18Q: 3 clusters Score -6241411 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -6241476.500000 Penalty: 5407.640137
	Iteration 19Q: 3 clusters Score -6241476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -6241525.500000 Penalty: 5407.640137
	Iteration 20F: 3 clusters Score -6241526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -6241544.500000 Penalty: 5407.640137
	Iteration 21Q: 3 clusters Score -6241544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -6241573.000000 Penalty: 5407.640137
	Iteration 22Q: 3 clusters Score -6241573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -6241590.500000 Penalty: 5407.640137
	Iteration 23Q: 3 clusters Score -6241590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -6241611.000000 Penalty: 5407.640137
	Iteration 24Q: 3 clusters Score -6241611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -6241617.500000 Penalty: 5407.640137
	Iteration 25Q: 3 clusters Score -6241618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6241627.000000 Penalty: 5407.640137
	Iteration 26Q: 3 clusters Score -6241627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -6241627.500000 Penalty: 5407.640137
	Iteration 27Q: 3 clusters Score -6241628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6241651.000000 Penalty: 5407.640137
	Iteration 28Q: 3 clusters Score -6241651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -6241659.500000 Penalty: 5407.640137
	Iteration 29Q: 3 clusters Score -6241660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -6241680.500000 Penalty: 5407.640137
	Iteration 30Q: 3 clusters Score -6241680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -6241696.500000 Penalty: 5407.640137
	Iteration 31Q: 3 clusters Score -6241696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -6241719.000000 Penalty: 5407.640137
	Iteration 32Q: 3 clusters Score -6241719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -6241717.000000 Penalty: 5407.640137
	Iteration 33Q: 3 clusters Score -6241717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6241739.500000 Penalty: 5407.640137
	Iteration 34Q: 3 clusters Score -6241740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6241751.000000 Penalty: 5407.640137
	Iteration 35Q: 3 clusters Score -6241751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -6241758.500000 Penalty: 5407.640137
	Iteration 36Q: 3 clusters Score -6241758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -6241766.500000 Penalty: 5407.640137
	Iteration 37Q: 3 clusters Score -6241766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6241769.500000 Penalty: 5407.640137
	Iteration 38Q: 3 clusters Score -6241770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6241774.500000 Penalty: 5407.640137
	Iteration 39Q: 3 clusters Score -6241774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6241773.000000 Penalty: 5407.640137
	Iteration 40F: 3 clusters Score -6241773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -6241777.500000 Penalty: 5407.640137
	Iteration 41Q: 3 clusters Score -6241778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -6241783.500000 Penalty: 5407.640137
	Iteration 42Q: 3 clusters Score -6241784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -6241786.000000 Penalty: 5407.640137
	Iteration 43Q: 3 clusters Score -6241786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6241791.000000 Penalty: 5407.640137
	Iteration 44Q: 3 clusters Score -6241791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -6241789.000000 Penalty: 5407.640137
	Iteration 45Q: 3 clusters Score -6241789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -6241800.500000 Penalty: 5407.640137
	Iteration 46Q: 3 clusters Score -6241800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -6241802.000000 Penalty: 5407.640137
	Iteration 47Q: 3 clusters Score -6241802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6241809.000000 Penalty: 5407.640137
	Iteration 48Q: 3 clusters Score -6241809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6241805.000000 Penalty: 5407.640137
	Iteration 49Q: 3 clusters Score -6241805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -6241808.000000 Penalty: 5407.640137
	Iteration 50Q: 3 clusters Score -6241808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -6241809.500000 Penalty: 5407.640137
	Iteration 51Q: 3 clusters Score -6241810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -6241814.500000 Penalty: 5407.640137
	Iteration 52Q: 3 clusters Score -6241814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6241827.500000 Penalty: 5407.640137
	Iteration 53Q: 3 clusters Score -6241828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -6241829.000000 Penalty: 5407.640137
	Iteration 54Q: 3 clusters Score -6241829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6241833.500000 Penalty: 5407.640137
	Iteration 55Q: 3 clusters Score -6241834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -6241830.500000 Penalty: 5407.640137
	Iteration 56Q: 3 clusters Score -6241830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -6241830.500000 Penalty: 5407.640137
	Iteration 57Q: 3 clusters Score -6241830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -6241828.000000 Penalty: 5407.640137
	Iteration 58Q: 3 clusters Score -6241828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -6241836.500000 Penalty: 5407.640137
	Iteration 59Q: 3 clusters Score -6241836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -6241836.500000 Penalty: 5407.640137
	Iteration 60F: 3 clusters Score -6241836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -6241831.000000 Penalty: 5407.640137
	Iteration 61Q: 3 clusters Score -6241831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -6241836.000000 Penalty: 5407.640137
	Iteration 62Q: 3 clusters Score -6241836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -6241836.000000 Penalty: 5407.640137
	Iteration 63F: 3 clusters Score -6241836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Entering Unmasked Estep 
Score: -4426156.000000 Penalty: 2617.240234
	Iteration 0F: 2 clusters Score -4426156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4400334.000000 Penalty: 5234.480469
	Iteration 0F: 3 clusters Score -4400334 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4409770.500000 Penalty: 5234.480469
	Iteration 1F: 3 clusters Score -4409770 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4410317.000000 Penalty: 5234.480469
	Iteration 2Q: 3 clusters Score -4410317 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4410791.000000 Penalty: 5234.480469
	Iteration 3Q: 3 clusters Score -4410791 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4411372.000000 Penalty: 5234.480469
	Iteration 4Q: 3 clusters Score -4411372 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4411995.500000 Penalty: 5234.480469
	Iteration 5Q: 3 clusters Score -4411996 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4412810.500000 Penalty: 5234.480469
	Iteration 6Q: 3 clusters Score -4412810 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4413973.500000 Penalty: 5234.480469
	Iteration 7F: 3 clusters Score -4413974 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -4415532.000000 Penalty: 5234.480469
	Iteration 8F: 3 clusters Score -4415532 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -4417366.500000 Penalty: 5234.480469
	Iteration 9F: 3 clusters Score -4417366 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4419034.500000 Penalty: 5234.480469
	Iteration 10F: 3 clusters Score -4419034 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4420371.000000 Penalty: 5234.480469
	Iteration 11F: 3 clusters Score -4420371 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4421364.000000 Penalty: 5234.480469
	Iteration 12Q: 3 clusters Score -4421364 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4422173.500000 Penalty: 5234.480469
	Iteration 13Q: 3 clusters Score -4422174 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4422783.500000 Penalty: 5234.480469
	Iteration 14Q: 3 clusters Score -4422784 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4423217.000000 Penalty: 5234.480469
	Iteration 15Q: 3 clusters Score -4423217 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4423586.000000 Penalty: 5234.480469
	Iteration 16Q: 3 clusters Score -4423586 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4423845.500000 Penalty: 5234.480469
	Iteration 17Q: 3 clusters Score -4423846 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4424018.500000 Penalty: 5234.480469
	Iteration 18Q: 3 clusters Score -4424018 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4424145.000000 Penalty: 5234.480469
	Iteration 19Q: 3 clusters Score -4424145 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4424245.500000 Penalty: 5234.480469
	Iteration 20F: 3 clusters Score -4424246 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4424341.000000 Penalty: 5234.480469
	Iteration 21Q: 3 clusters Score -4424341 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4424424.000000 Penalty: 5234.480469
	Iteration 22Q: 3 clusters Score -4424424 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4424491.500000 Penalty: 5234.480469
	Iteration 23Q: 3 clusters Score -4424492 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4424544.500000 Penalty: 5234.480469
	Iteration 24Q: 3 clusters Score -4424544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4424611.000000 Penalty: 5234.480469
	Iteration 25Q: 3 clusters Score -4424611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4424659.500000 Penalty: 5234.480469
	Iteration 26Q: 3 clusters Score -4424660 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4424727.000000 Penalty: 5234.480469
	Iteration 27Q: 3 clusters Score -4424727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4424764.500000 Penalty: 5234.480469
	Iteration 28Q: 3 clusters Score -4424764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4424793.500000 Penalty: 5234.480469
	Iteration 29Q: 3 clusters Score -4424794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4424836.000000 Penalty: 5234.480469
	Iteration 30Q: 3 clusters Score -4424836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4424856.500000 Penalty: 5234.480469
	Iteration 31Q: 3 clusters Score -4424856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4424866.500000 Penalty: 5234.480469
	Iteration 32Q: 3 clusters Score -4424866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4424879.000000 Penalty: 5234.480469
	Iteration 33Q: 3 clusters Score -4424879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4424879.500000 Penalty: 5234.480469
	Iteration 34Q: 3 clusters Score -4424880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4424879.500000 Penalty: 5234.480469
	Iteration 35Q: 3 clusters Score -4424880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4424886.500000 Penalty: 5234.480469
	Iteration 36Q: 3 clusters Score -4424886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4424898.000000 Penalty: 5234.480469
	Iteration 37Q: 3 clusters Score -4424898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4424902.500000 Penalty: 5234.480469
	Iteration 38Q: 3 clusters Score -4424902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4424906.000000 Penalty: 5234.480469
	Iteration 39Q: 3 clusters Score -4424906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4424911.000000 Penalty: 5234.480469
	Iteration 40F: 3 clusters Score -4424911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4424907.500000 Penalty: 5234.480469
	Iteration 41Q: 3 clusters Score -4424908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4424914.000000 Penalty: 5234.480469
	Iteration 42Q: 3 clusters Score -4424914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4424911.000000 Penalty: 5234.480469
	Iteration 43Q: 3 clusters Score -4424911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4424922.500000 Penalty: 5234.480469
	Iteration 44Q: 3 clusters Score -4424922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4424923.000000 Penalty: 5234.480469
	Iteration 45Q: 3 clusters Score -4424923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4424920.500000 Penalty: 5234.480469
	Iteration 46Q: 3 clusters Score -4424920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4424917.500000 Penalty: 5234.480469
	Iteration 47Q: 3 clusters Score -4424918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4424930.500000 Penalty: 5234.480469
	Iteration 48Q: 3 clusters Score -4424930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4424935.500000 Penalty: 5234.480469
	Iteration 49Q: 3 clusters Score -4424936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4424936.500000 Penalty: 5234.480469
	Iteration 50Q: 3 clusters Score -4424936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4424941.000000 Penalty: 5234.480469
	Iteration 51Q: 3 clusters Score -4424941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4424939.000000 Penalty: 5234.480469
	Iteration 52Q: 3 clusters Score -4424939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4424937.500000 Penalty: 5234.480469
	Iteration 53Q: 3 clusters Score -4424938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4424939.000000 Penalty: 5234.480469
	Iteration 54Q: 3 clusters Score -4424939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -4424943.000000 Penalty: 5234.480469
	Iteration 55Q: 3 clusters Score -4424943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4424945.000000 Penalty: 5234.480469
	Iteration 56Q: 3 clusters Score -4424945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4424936.500000 Penalty: 5234.480469
	Iteration 57Q: 3 clusters Score -4424936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4424947.000000 Penalty: 5234.480469
	Iteration 58Q: 3 clusters Score -4424947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4424948.500000 Penalty: 5234.480469
	Iteration 59Q: 3 clusters Score -4424948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4424944.500000 Penalty: 5234.480469
	Iteration 60F: 3 clusters Score -4424944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4424943.000000 Penalty: 5234.480469
	Iteration 61Q: 3 clusters Score -4424943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4424951.000000 Penalty: 5234.480469
	Iteration 62Q: 3 clusters Score -4424951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4424952.000000 Penalty: 5234.480469
	Iteration 63Q: 3 clusters Score -4424952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4424951.000000 Penalty: 5234.480469
	Iteration 64Q: 3 clusters Score -4424951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4424947.500000 Penalty: 5234.480469
	Iteration 65Q: 3 clusters Score -4424948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4424953.000000 Penalty: 5234.480469
	Iteration 66Q: 3 clusters Score -4424953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4424956.000000 Penalty: 5234.480469
	Iteration 67Q: 3 clusters Score -4424956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4424958.500000 Penalty: 5234.480469
	Iteration 68Q: 3 clusters Score -4424958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4424954.500000 Penalty: 5234.480469
	Iteration 69Q: 3 clusters Score -4424954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4424957.500000 Penalty: 5234.480469
	Iteration 70Q: 3 clusters Score -4424958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4424955.000000 Penalty: 5234.480469
	Iteration 71Q: 3 clusters Score -4424955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4424953.000000 Penalty: 5234.480469
	Iteration 72Q: 3 clusters Score -4424953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4424953.000000 Penalty: 5234.480469
	Iteration 73F: 3 clusters Score -4424953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -560195.937500 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -560195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -555204.375000 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -555204.4 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -556809.312500 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -556809.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -557363.250000 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -557363.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -557758.562500 Penalty: 4297.374023
	Iteration 3F: 3 clusters Score -557758.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -558043.750000 Penalty: 4297.374023
	Iteration 4F: 3 clusters Score -558043.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -558266.125000 Penalty: 4297.374023
	Iteration 5F: 3 clusters Score -558266.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -558437.937500 Penalty: 4297.374023
	Iteration 6Q: 3 clusters Score -558437.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -558578.500000 Penalty: 4297.374023
	Iteration 7Q: 3 clusters Score -558578.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -558701.062500 Penalty: 4297.374023
	Iteration 8Q: 3 clusters Score -558701.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -558817.062500 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -558817.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -558899.625000 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -558899.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -558957.625000 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -558957.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -559016.562500 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -559016.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -559081.375000 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -559081.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -559145.187500 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -559145.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -559201.437500 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -559201.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -559259.187500 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -559259.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -559307.187500 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -559307.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -559351.437500 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -559351.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -559378.187500 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -559378.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -559393.687500 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -559393.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -559405.937500 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -559405.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -559413.687500 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -559413.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -559421.875000 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -559421.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -559429.625000 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -559429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -559434.562500 Penalty: 4297.374023
	Iteration 25Q: 3 clusters Score -559434.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -559440.500000 Penalty: 4297.374023
	Iteration 26Q: 3 clusters Score -559440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -559444.875000 Penalty: 4297.374023
	Iteration 27Q: 3 clusters Score -559444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -559452.375000 Penalty: 4297.374023
	Iteration 28Q: 3 clusters Score -559452.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -559458.562500 Penalty: 4297.374023
	Iteration 29Q: 3 clusters Score -559458.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -559467.000000 Penalty: 4297.374023
	Iteration 30Q: 3 clusters Score -559467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -559475.375000 Penalty: 4297.374023
	Iteration 31Q: 3 clusters Score -559475.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -559480.875000 Penalty: 4297.374023
	Iteration 32Q: 3 clusters Score -559480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -559484.312500 Penalty: 4297.374023
	Iteration 33Q: 3 clusters Score -559484.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -559486.375000 Penalty: 4297.374023
	Iteration 34Q: 3 clusters Score -559486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -559490.312500 Penalty: 4297.374023
	Iteration 35Q: 3 clusters Score -559490.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -559492.250000 Penalty: 4297.374023
	Iteration 36Q: 3 clusters Score -559492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -559495.062500 Penalty: 4297.374023
	Iteration 37Q: 3 clusters Score -559495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -559500.437500 Penalty: 4297.374023
	Iteration 38Q: 3 clusters Score -559500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -559505.312500 Penalty: 4297.374023
	Iteration 39Q: 3 clusters Score -559505.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -559509.937500 Penalty: 4297.374023
	Iteration 40F: 3 clusters Score -559509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -559513.812500 Penalty: 4297.374023
	Iteration 41Q: 3 clusters Score -559513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -559518.250000 Penalty: 4297.374023
	Iteration 42Q: 3 clusters Score -559518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -559518.562500 Penalty: 4297.374023
	Iteration 43Q: 3 clusters Score -559518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -559521.187500 Penalty: 4297.374023
	Iteration 44Q: 3 clusters Score -559521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -559522.250000 Penalty: 4297.374023
	Iteration 45Q: 3 clusters Score -559522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -559521.687500 Penalty: 4297.374023
	Iteration 46Q: 3 clusters Score -559521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -559522.000000 Penalty: 4297.374023
	Iteration 47Q: 3 clusters Score -559522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -559522.375000 Penalty: 4297.374023
	Iteration 48Q: 3 clusters Score -559522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -559522.375000 Penalty: 4297.374023
	Iteration 49F: 3 clusters Score -559522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (41754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Entering Unmasked Estep 
Score: -4835697.000000 Penalty: 2638.608398
	Iteration 0F: 2 clusters Score -4835697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4807289.000000 Penalty: 5277.216797
	Iteration 0F: 3 clusters Score -4807289 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4817844.500000 Penalty: 5277.216797
	Iteration 1F: 3 clusters Score -4817844 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4818494.000000 Penalty: 5277.216797
	Iteration 2Q: 3 clusters Score -4818494 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4819254.500000 Penalty: 5277.216797
	Iteration 3Q: 3 clusters Score -4819254 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4820332.000000 Penalty: 5277.216797
	Iteration 4F: 3 clusters Score -4820332 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -4821806.000000 Penalty: 5277.216797
	Iteration 5F: 3 clusters Score -4821806 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4823958.500000 Penalty: 5277.216797
	Iteration 6F: 3 clusters Score -4823958 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4826636.000000 Penalty: 5277.216797
	Iteration 7F: 3 clusters Score -4826636 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4829183.500000 Penalty: 5277.216797
	Iteration 8F: 3 clusters Score -4829184 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4831143.500000 Penalty: 5277.216797
	Iteration 9F: 3 clusters Score -4831144 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4832355.000000 Penalty: 5277.216797
	Iteration 10Q: 3 clusters Score -4832355 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4832916.000000 Penalty: 5277.216797
	Iteration 11Q: 3 clusters Score -4832916 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4833137.500000 Penalty: 5277.216797
	Iteration 12Q: 3 clusters Score -4833138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4833247.500000 Penalty: 5277.216797
	Iteration 13Q: 3 clusters Score -4833248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4833314.000000 Penalty: 5277.216797
	Iteration 14Q: 3 clusters Score -4833314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4833337.500000 Penalty: 5277.216797
	Iteration 15Q: 3 clusters Score -4833338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4833351.500000 Penalty: 5277.216797
	Iteration 16Q: 3 clusters Score -4833352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4833365.500000 Penalty: 5277.216797
	Iteration 17Q: 3 clusters Score -4833366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4833370.500000 Penalty: 5277.216797
	Iteration 18Q: 3 clusters Score -4833370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4833381.500000 Penalty: 5277.216797
	Iteration 19Q: 3 clusters Score -4833382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4833382.500000 Penalty: 5277.216797
	Iteration 20F: 3 clusters Score -4833382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4833380.500000 Penalty: 5277.216797
	Iteration 21Q: 3 clusters Score -4833380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4833383.500000 Penalty: 5277.216797
	Iteration 22Q: 3 clusters Score -4833384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4833391.000000 Penalty: 5277.216797
	Iteration 23Q: 3 clusters Score -4833391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4833394.000000 Penalty: 5277.216797
	Iteration 24Q: 3 clusters Score -4833394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4833397.500000 Penalty: 5277.216797
	Iteration 25Q: 3 clusters Score -4833398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4833396.000000 Penalty: 5277.216797
	Iteration 26Q: 3 clusters Score -4833396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4833396.000000 Penalty: 5277.216797
	Iteration 27F: 3 clusters Score -4833396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1014769.437500 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -1014769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1007241.000000 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -1007241 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1009502.312500 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -1009502 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1010028.875000 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -1010029 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1010533.312500 Penalty: 4561.436523
	Iteration 3F: 3 clusters Score -1010533 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1010988.375000 Penalty: 4561.436523
	Iteration 4F: 3 clusters Score -1010988 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1011412.687500 Penalty: 4561.436523
	Iteration 5F: 3 clusters Score -1011413 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1011802.562500 Penalty: 4561.436523
	Iteration 6F: 3 clusters Score -1011803 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1012168.750000 Penalty: 4561.436523
	Iteration 7Q: 3 clusters Score -1012169 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1012515.125000 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -1012515 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1012846.562500 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -1012847 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1013109.625000 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -1013110 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1013331.625000 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -1013332 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1013521.250000 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -1013521 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1013679.687500 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -1013680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1013796.125000 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -1013796 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1013893.375000 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -1013893 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1013964.062500 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -1013964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1014024.687500 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -1014025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1014071.437500 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -1014071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1014109.437500 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -1014109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1014136.687500 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -1014137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1014160.312500 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -1014160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1014181.187500 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -1014181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1014187.750000 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -1014188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1014198.125000 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -1014198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1014205.562500 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -1014206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1014208.000000 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -1014208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1014211.687500 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -1014212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1014214.875000 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -1014215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1014217.875000 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -1014218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1014220.875000 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -1014221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1014220.125000 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -1014220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1014220.750000 Penalty: 4561.436523
	Iteration 32Q: 3 clusters Score -1014221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1014221.625000 Penalty: 4561.436523
	Iteration 33Q: 3 clusters Score -1014222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1014223.937500 Penalty: 4561.436523
	Iteration 34Q: 3 clusters Score -1014224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1014222.187500 Penalty: 4561.436523
	Iteration 35Q: 3 clusters Score -1014222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1014224.437500 Penalty: 4561.436523
	Iteration 36Q: 3 clusters Score -1014224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1014225.062500 Penalty: 4561.436523
	Iteration 37Q: 3 clusters Score -1014225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1014225.062500 Penalty: 4561.436523
	Iteration 38F: 3 clusters Score -1014225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -140261.828125 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -140261.8 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 657 members 
Entering Unmasked Estep 
Score: -138099.140625 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -138099.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138440.921875 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -138440.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138526.734375 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -138526.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138592.359375 Penalty: 3548.301514
	Iteration 3Q: 3 clusters Score -138592.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138637.687500 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -138637.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138656.500000 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -138656.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138674.546875 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -138674.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138690.093750 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -138690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -138702.203125 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -138702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138714.187500 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -138714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138722.859375 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -138722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138731.984375 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -138732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138740.312500 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -138740.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138744.984375 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -138745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138748.421875 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -138748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138752.125000 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -138752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -138754.062500 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -138754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -138756.578125 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -138756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -138756.578125 Penalty: 3548.301514
	Iteration 18F: 3 clusters Score -138756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Entering Unmasked Estep 
Score: -1286668.375000 Penalty: 2324.201172
	Iteration 0F: 2 clusters Score -1286668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1278003.750000 Penalty: 4648.402344
	Iteration 0F: 3 clusters Score -1278004 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1280642.250000 Penalty: 4648.402344
	Iteration 1F: 3 clusters Score -1280642 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1281035.875000 Penalty: 4648.402344
	Iteration 2F: 3 clusters Score -1281036 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1281325.875000 Penalty: 4648.402344
	Iteration 3F: 3 clusters Score -1281326 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1281535.875000 Penalty: 4648.402344
	Iteration 4Q: 3 clusters Score -1281536 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1281728.625000 Penalty: 4648.402344
	Iteration 5Q: 3 clusters Score -1281729 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1281914.625000 Penalty: 4648.402344
	Iteration 6Q: 3 clusters Score -1281915 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1282084.750000 Penalty: 4648.402344
	Iteration 7Q: 3 clusters Score -1282085 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1282285.125000 Penalty: 4648.402344
	Iteration 8Q: 3 clusters Score -1282285 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1282498.250000 Penalty: 4648.402344
	Iteration 9Q: 3 clusters Score -1282498 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1282718.375000 Penalty: 4648.402344
	Iteration 10Q: 3 clusters Score -1282718 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1282951.125000 Penalty: 4648.402344
	Iteration 11Q: 3 clusters Score -1282951 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1283152.125000 Penalty: 4648.402344
	Iteration 12Q: 3 clusters Score -1283152 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1283309.125000 Penalty: 4648.402344
	Iteration 13Q: 3 clusters Score -1283309 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1283417.625000 Penalty: 4648.402344
	Iteration 14Q: 3 clusters Score -1283418 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1283493.500000 Penalty: 4648.402344
	Iteration 15Q: 3 clusters Score -1283494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1283556.875000 Penalty: 4648.402344
	Iteration 16Q: 3 clusters Score -1283557 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1283605.625000 Penalty: 4648.402344
	Iteration 17Q: 3 clusters Score -1283606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1283650.750000 Penalty: 4648.402344
	Iteration 18Q: 3 clusters Score -1283651 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1283710.000000 Penalty: 4648.402344
	Iteration 19Q: 3 clusters Score -1283710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1283780.625000 Penalty: 4648.402344
	Iteration 20F: 3 clusters Score -1283781 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1283853.250000 Penalty: 4648.402344
	Iteration 21Q: 3 clusters Score -1283853 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1283921.000000 Penalty: 4648.402344
	Iteration 22Q: 3 clusters Score -1283921 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1284000.500000 Penalty: 4648.402344
	Iteration 23Q: 3 clusters Score -1284000 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1284073.250000 Penalty: 4648.402344
	Iteration 24Q: 3 clusters Score -1284073 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1284136.125000 Penalty: 4648.402344
	Iteration 25Q: 3 clusters Score -1284136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1284181.125000 Penalty: 4648.402344
	Iteration 26Q: 3 clusters Score -1284181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1284225.750000 Penalty: 4648.402344
	Iteration 27Q: 3 clusters Score -1284226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1284270.625000 Penalty: 4648.402344
	Iteration 28Q: 3 clusters Score -1284271 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1284302.375000 Penalty: 4648.402344
	Iteration 29Q: 3 clusters Score -1284302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1284320.000000 Penalty: 4648.402344
	Iteration 30Q: 3 clusters Score -1284320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1284335.250000 Penalty: 4648.402344
	Iteration 31Q: 3 clusters Score -1284335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1284345.875000 Penalty: 4648.402344
	Iteration 32Q: 3 clusters Score -1284346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1284353.250000 Penalty: 4648.402344
	Iteration 33Q: 3 clusters Score -1284353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1284368.750000 Penalty: 4648.402344
	Iteration 34Q: 3 clusters Score -1284369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1284384.875000 Penalty: 4648.402344
	Iteration 35Q: 3 clusters Score -1284385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1284395.750000 Penalty: 4648.402344
	Iteration 36Q: 3 clusters Score -1284396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1284408.625000 Penalty: 4648.402344
	Iteration 37Q: 3 clusters Score -1284409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1284423.125000 Penalty: 4648.402344
	Iteration 38Q: 3 clusters Score -1284423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1284433.625000 Penalty: 4648.402344
	Iteration 39Q: 3 clusters Score -1284434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1284445.000000 Penalty: 4648.402344
	Iteration 40F: 3 clusters Score -1284445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1284455.000000 Penalty: 4648.402344
	Iteration 41Q: 3 clusters Score -1284455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1284461.250000 Penalty: 4648.402344
	Iteration 42Q: 3 clusters Score -1284461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1284472.500000 Penalty: 4648.402344
	Iteration 43Q: 3 clusters Score -1284472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1284479.750000 Penalty: 4648.402344
	Iteration 44Q: 3 clusters Score -1284480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1284484.625000 Penalty: 4648.402344
	Iteration 45Q: 3 clusters Score -1284485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1284492.500000 Penalty: 4648.402344
	Iteration 46Q: 3 clusters Score -1284492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1284492.750000 Penalty: 4648.402344
	Iteration 47Q: 3 clusters Score -1284493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1284500.750000 Penalty: 4648.402344
	Iteration 48Q: 3 clusters Score -1284501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1284505.125000 Penalty: 4648.402344
	Iteration 49Q: 3 clusters Score -1284505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1284512.500000 Penalty: 4648.402344
	Iteration 50Q: 3 clusters Score -1284512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1284516.875000 Penalty: 4648.402344
	Iteration 51Q: 3 clusters Score -1284517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1284525.000000 Penalty: 4648.402344
	Iteration 52Q: 3 clusters Score -1284525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1284533.500000 Penalty: 4648.402344
	Iteration 53Q: 3 clusters Score -1284534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1284543.500000 Penalty: 4648.402344
	Iteration 54Q: 3 clusters Score -1284544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1284547.500000 Penalty: 4648.402344
	Iteration 55Q: 3 clusters Score -1284548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1284555.875000 Penalty: 4648.402344
	Iteration 56Q: 3 clusters Score -1284556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1284563.125000 Penalty: 4648.402344
	Iteration 57Q: 3 clusters Score -1284563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1284575.250000 Penalty: 4648.402344
	Iteration 58Q: 3 clusters Score -1284575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1284580.125000 Penalty: 4648.402344
	Iteration 59Q: 3 clusters Score -1284580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1284586.625000 Penalty: 4648.402344
	Iteration 60F: 3 clusters Score -1284587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1284600.375000 Penalty: 4648.402344
	Iteration 61Q: 3 clusters Score -1284600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1284606.875000 Penalty: 4648.402344
	Iteration 62Q: 3 clusters Score -1284607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1284615.375000 Penalty: 4648.402344
	Iteration 63Q: 3 clusters Score -1284615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1284622.375000 Penalty: 4648.402344
	Iteration 64Q: 3 clusters Score -1284622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1284629.625000 Penalty: 4648.402344
	Iteration 65Q: 3 clusters Score -1284630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1284631.000000 Penalty: 4648.402344
	Iteration 66Q: 3 clusters Score -1284631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1284632.375000 Penalty: 4648.402344
	Iteration 67Q: 3 clusters Score -1284632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1284630.250000 Penalty: 4648.402344
	Iteration 68Q: 3 clusters Score -1284630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1284633.250000 Penalty: 4648.402344
	Iteration 69Q: 3 clusters Score -1284633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1284632.500000 Penalty: 4648.402344
	Iteration 70Q: 3 clusters Score -1284632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1284632.875000 Penalty: 4648.402344
	Iteration 71Q: 3 clusters Score -1284633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1284639.000000 Penalty: 4648.402344
	Iteration 72Q: 3 clusters Score -1284639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1284643.625000 Penalty: 4648.402344
	Iteration 73Q: 3 clusters Score -1284644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1284649.500000 Penalty: 4648.402344
	Iteration 74Q: 3 clusters Score -1284650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1284650.750000 Penalty: 4648.402344
	Iteration 75Q: 3 clusters Score -1284651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1284653.750000 Penalty: 4648.402344
	Iteration 76Q: 3 clusters Score -1284654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1284659.250000 Penalty: 4648.402344
	Iteration 77Q: 3 clusters Score -1284659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1284663.000000 Penalty: 4648.402344
	Iteration 78Q: 3 clusters Score -1284663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1284667.375000 Penalty: 4648.402344
	Iteration 79Q: 3 clusters Score -1284667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1284671.500000 Penalty: 4648.402344
	Iteration 80F: 3 clusters Score -1284672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1284677.500000 Penalty: 4648.402344
	Iteration 81Q: 3 clusters Score -1284678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1284679.500000 Penalty: 4648.402344
	Iteration 82Q: 3 clusters Score -1284680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1284686.000000 Penalty: 4648.402344
	Iteration 83Q: 3 clusters Score -1284686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1284691.250000 Penalty: 4648.402344
	Iteration 84Q: 3 clusters Score -1284691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1284696.250000 Penalty: 4648.402344
	Iteration 85Q: 3 clusters Score -1284696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1284695.625000 Penalty: 4648.402344
	Iteration 86Q: 3 clusters Score -1284696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1284699.000000 Penalty: 4648.402344
	Iteration 87Q: 3 clusters Score -1284699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1284698.500000 Penalty: 4648.402344
	Iteration 88Q: 3 clusters Score -1284698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1284700.000000 Penalty: 4648.402344
	Iteration 89Q: 3 clusters Score -1284700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1284702.625000 Penalty: 4648.402344
	Iteration 90Q: 3 clusters Score -1284703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1284703.500000 Penalty: 4648.402344
	Iteration 91Q: 3 clusters Score -1284704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1284707.375000 Penalty: 4648.402344
	Iteration 92Q: 3 clusters Score -1284707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1284708.250000 Penalty: 4648.402344
	Iteration 93Q: 3 clusters Score -1284708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1284706.875000 Penalty: 4648.402344
	Iteration 94Q: 3 clusters Score -1284707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1284711.500000 Penalty: 4648.402344
	Iteration 95Q: 3 clusters Score -1284712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1284712.750000 Penalty: 4648.402344
	Iteration 96Q: 3 clusters Score -1284713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1284713.000000 Penalty: 4648.402344
	Iteration 97Q: 3 clusters Score -1284713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1284712.875000 Penalty: 4648.402344
	Iteration 98Q: 3 clusters Score -1284713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1284712.625000 Penalty: 4648.402344
	Iteration 99Q: 3 clusters Score -1284713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1284713.625000 Penalty: 4648.402344
	Iteration 100F: 3 clusters Score -1284714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1284713.750000 Penalty: 4648.402344
	Iteration 101Q: 3 clusters Score -1284714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1284712.250000 Penalty: 4648.402344
	Iteration 102Q: 3 clusters Score -1284712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1284715.625000 Penalty: 4648.402344
	Iteration 103Q: 3 clusters Score -1284716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1284716.750000 Penalty: 4648.402344
	Iteration 104Q: 3 clusters Score -1284717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1284717.250000 Penalty: 4648.402344
	Iteration 105Q: 3 clusters Score -1284717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1284717.375000 Penalty: 4648.402344
	Iteration 106Q: 3 clusters Score -1284717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1284716.250000 Penalty: 4648.402344
	Iteration 107Q: 3 clusters Score -1284716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1284716.250000 Penalty: 4648.402344
	Iteration 108F: 3 clusters Score -1284716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -2350955.750000 Penalty: 2463.395508
	Iteration 0F: 2 clusters Score -2350956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2336430.000000 Penalty: 4926.791016
	Iteration 0F: 3 clusters Score -2336430 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2341263.000000 Penalty: 4926.791016
	Iteration 1F: 3 clusters Score -2341263 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2341686.250000 Penalty: 4926.791016
	Iteration 2F: 3 clusters Score -2341686 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2342133.000000 Penalty: 4926.791016
	Iteration 3Q: 3 clusters Score -2342133 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2342720.500000 Penalty: 4926.791016
	Iteration 4F: 3 clusters Score -2342720 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2343581.250000 Penalty: 4926.791016
	Iteration 5F: 3 clusters Score -2343581 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2344836.750000 Penalty: 4926.791016
	Iteration 6F: 3 clusters Score -2344837 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2346299.500000 Penalty: 4926.791016
	Iteration 7F: 3 clusters Score -2346300 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2347497.500000 Penalty: 4926.791016
	Iteration 8F: 3 clusters Score -2347498 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2348250.250000 Penalty: 4926.791016
	Iteration 9Q: 3 clusters Score -2348250 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2348892.750000 Penalty: 4926.791016
	Iteration 10Q: 3 clusters Score -2348893 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2349367.000000 Penalty: 4926.791016
	Iteration 11Q: 3 clusters Score -2349367 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2349636.750000 Penalty: 4926.791016
	Iteration 12Q: 3 clusters Score -2349637 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2349726.250000 Penalty: 4926.791016
	Iteration 13Q: 3 clusters Score -2349726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2349763.000000 Penalty: 4926.791016
	Iteration 14Q: 3 clusters Score -2349763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2349774.750000 Penalty: 4926.791016
	Iteration 15Q: 3 clusters Score -2349775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2349790.750000 Penalty: 4926.791016
	Iteration 16Q: 3 clusters Score -2349791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2349790.250000 Penalty: 4926.791016
	Iteration 17Q: 3 clusters Score -2349790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2349788.500000 Penalty: 4926.791016
	Iteration 18Q: 3 clusters Score -2349788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2349789.750000 Penalty: 4926.791016
	Iteration 19Q: 3 clusters Score -2349790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2349793.250000 Penalty: 4926.791016
	Iteration 20F: 3 clusters Score -2349793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2349796.250000 Penalty: 4926.791016
	Iteration 21Q: 3 clusters Score -2349796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2349797.000000 Penalty: 4926.791016
	Iteration 22Q: 3 clusters Score -2349797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2349797.000000 Penalty: 4926.791016
	Iteration 23F: 3 clusters Score -2349797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Entering Unmasked Estep 
Score: -1862355.125000 Penalty: 2406.667480
	Iteration 0F: 2 clusters Score -1862355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1850764.750000 Penalty: 4813.334961
	Iteration 0F: 3 clusters Score -1850765 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1854523.875000 Penalty: 4813.334961
	Iteration 1F: 3 clusters Score -1854524 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1855053.750000 Penalty: 4813.334961
	Iteration 2F: 3 clusters Score -1855054 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1855666.250000 Penalty: 4813.334961
	Iteration 3F: 3 clusters Score -1855666 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1856336.750000 Penalty: 4813.334961
	Iteration 4F: 3 clusters Score -1856337 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1857011.250000 Penalty: 4813.334961
	Iteration 5F: 3 clusters Score -1857011 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1857600.125000 Penalty: 4813.334961
	Iteration 6F: 3 clusters Score -1857600 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1858047.500000 Penalty: 4813.334961
	Iteration 7Q: 3 clusters Score -1858048 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1858408.500000 Penalty: 4813.334961
	Iteration 8Q: 3 clusters Score -1858408 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1858698.125000 Penalty: 4813.334961
	Iteration 9Q: 3 clusters Score -1858698 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1858933.000000 Penalty: 4813.334961
	Iteration 10Q: 3 clusters Score -1858933 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1859166.125000 Penalty: 4813.334961
	Iteration 11Q: 3 clusters Score -1859166 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1859367.250000 Penalty: 4813.334961
	Iteration 12Q: 3 clusters Score -1859367 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1859557.125000 Penalty: 4813.334961
	Iteration 13Q: 3 clusters Score -1859557 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1859759.125000 Penalty: 4813.334961
	Iteration 14Q: 3 clusters Score -1859759 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1859975.375000 Penalty: 4813.334961
	Iteration 15Q: 3 clusters Score -1859975 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1860191.375000 Penalty: 4813.334961
	Iteration 16Q: 3 clusters Score -1860191 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1860395.125000 Penalty: 4813.334961
	Iteration 17Q: 3 clusters Score -1860395 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1860560.875000 Penalty: 4813.334961
	Iteration 18Q: 3 clusters Score -1860561 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1860667.375000 Penalty: 4813.334961
	Iteration 19Q: 3 clusters Score -1860667 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1860747.500000 Penalty: 4813.334961
	Iteration 20F: 3 clusters Score -1860748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1860795.750000 Penalty: 4813.334961
	Iteration 21Q: 3 clusters Score -1860796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1860819.250000 Penalty: 4813.334961
	Iteration 22Q: 3 clusters Score -1860819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1860840.500000 Penalty: 4813.334961
	Iteration 23Q: 3 clusters Score -1860840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1860852.500000 Penalty: 4813.334961
	Iteration 24Q: 3 clusters Score -1860852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1860865.500000 Penalty: 4813.334961
	Iteration 25Q: 3 clusters Score -1860866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1860877.500000 Penalty: 4813.334961
	Iteration 26Q: 3 clusters Score -1860878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1860878.125000 Penalty: 4813.334961
	Iteration 27Q: 3 clusters Score -1860878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1860882.125000 Penalty: 4813.334961
	Iteration 28Q: 3 clusters Score -1860882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1860888.375000 Penalty: 4813.334961
	Iteration 29Q: 3 clusters Score -1860888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1860887.625000 Penalty: 4813.334961
	Iteration 30Q: 3 clusters Score -1860888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1860890.125000 Penalty: 4813.334961
	Iteration 31Q: 3 clusters Score -1860890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1860890.750000 Penalty: 4813.334961
	Iteration 32Q: 3 clusters Score -1860891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1860894.000000 Penalty: 4813.334961
	Iteration 33Q: 3 clusters Score -1860894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1860895.875000 Penalty: 4813.334961
	Iteration 34Q: 3 clusters Score -1860896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1860897.375000 Penalty: 4813.334961
	Iteration 35Q: 3 clusters Score -1860897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1860899.000000 Penalty: 4813.334961
	Iteration 36Q: 3 clusters Score -1860899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1860898.625000 Penalty: 4813.334961
	Iteration 37Q: 3 clusters Score -1860899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1860905.500000 Penalty: 4813.334961
	Iteration 38Q: 3 clusters Score -1860906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1860907.000000 Penalty: 4813.334961
	Iteration 39Q: 3 clusters Score -1860907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1860908.500000 Penalty: 4813.334961
	Iteration 40F: 3 clusters Score -1860908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1860910.875000 Penalty: 4813.334961
	Iteration 41Q: 3 clusters Score -1860911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1860916.875000 Penalty: 4813.334961
	Iteration 42Q: 3 clusters Score -1860917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1860918.375000 Penalty: 4813.334961
	Iteration 43Q: 3 clusters Score -1860918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1860921.125000 Penalty: 4813.334961
	Iteration 44Q: 3 clusters Score -1860921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1860922.750000 Penalty: 4813.334961
	Iteration 45Q: 3 clusters Score -1860923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1860923.625000 Penalty: 4813.334961
	Iteration 46Q: 3 clusters Score -1860924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1860926.375000 Penalty: 4813.334961
	Iteration 47Q: 3 clusters Score -1860926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1860925.375000 Penalty: 4813.334961
	Iteration 48Q: 3 clusters Score -1860925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1860927.500000 Penalty: 4813.334961
	Iteration 49Q: 3 clusters Score -1860928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1860930.625000 Penalty: 4813.334961
	Iteration 50Q: 3 clusters Score -1860931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1860928.000000 Penalty: 4813.334961
	Iteration 51Q: 3 clusters Score -1860928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1860928.000000 Penalty: 4813.334961
	Iteration 52Q: 3 clusters Score -1860928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1860928.625000 Penalty: 4813.334961
	Iteration 53Q: 3 clusters Score -1860929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1860930.750000 Penalty: 4813.334961
	Iteration 54Q: 3 clusters Score -1860931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1860929.625000 Penalty: 4813.334961
	Iteration 55Q: 3 clusters Score -1860930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1860929.000000 Penalty: 4813.334961
	Iteration 56Q: 3 clusters Score -1860929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1860931.750000 Penalty: 4813.334961
	Iteration 57Q: 3 clusters Score -1860932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1860932.875000 Penalty: 4813.334961
	Iteration 58Q: 3 clusters Score -1860933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1860933.125000 Penalty: 4813.334961
	Iteration 59Q: 3 clusters Score -1860933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1860933.125000 Penalty: 4813.334961
	Iteration 60F: 3 clusters Score -1860933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -472142.062500 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -472142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -467980.562500 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -467980.6 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -469068.312500 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -469068.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -469314.781250 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -469314.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -469496.812500 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -469496.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -469676.718750 Penalty: 4158.183105
	Iteration 4F: 3 clusters Score -469676.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -469833.312500 Penalty: 4158.183105
	Iteration 5Q: 3 clusters Score -469833.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -469966.000000 Penalty: 4158.183105
	Iteration 6Q: 3 clusters Score -469966 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -470074.281250 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -470074.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -470166.906250 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -470166.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -470241.937500 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -470241.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -470316.062500 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -470316.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -470402.687500 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -470402.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -470472.187500 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -470472.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -470530.312500 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -470530.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -470584.375000 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -470584.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470633.468750 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -470633.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -470661.656250 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -470661.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -470686.968750 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -470687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -470713.500000 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -470713.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -470732.406250 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -470732.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -470750.156250 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -470750.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -470764.875000 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -470764.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470771.343750 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -470771.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -470776.218750 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -470776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470780.218750 Penalty: 4158.183105
	Iteration 24Q: 3 clusters Score -470780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470783.125000 Penalty: 4158.183105
	Iteration 25Q: 3 clusters Score -470783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -470785.343750 Penalty: 4158.183105
	Iteration 26Q: 3 clusters Score -470785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470785.500000 Penalty: 4158.183105
	Iteration 27Q: 3 clusters Score -470785.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470785.875000 Penalty: 4158.183105
	Iteration 28Q: 3 clusters Score -470785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -470786.531250 Penalty: 4158.183105
	Iteration 29Q: 3 clusters Score -470786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -470787.625000 Penalty: 4158.183105
	Iteration 30Q: 3 clusters Score -470787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -470788.281250 Penalty: 4158.183105
	Iteration 31Q: 3 clusters Score -470788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -470789.500000 Penalty: 4158.183105
	Iteration 32Q: 3 clusters Score -470789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -470788.968750 Penalty: 4158.183105
	Iteration 33Q: 3 clusters Score -470789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -470788.843750 Penalty: 4158.183105
	Iteration 34Q: 3 clusters Score -470788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -470788.843750 Penalty: 4158.183105
	Iteration 35F: 3 clusters Score -470788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Entering Unmasked Estep 
Score: -972478.625000 Penalty: 2252.518066
	Iteration 0F: 2 clusters Score -972478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -965637.625000 Penalty: 4505.036133
	Iteration 0F: 3 clusters Score -965637.6 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -968009.437500 Penalty: 4505.036133
	Iteration 1F: 3 clusters Score -968009.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -968775.000000 Penalty: 4505.036133
	Iteration 2F: 3 clusters Score -968775 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -969420.625000 Penalty: 4505.036133
	Iteration 3F: 3 clusters Score -969420.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -969878.562500 Penalty: 4505.036133
	Iteration 4F: 3 clusters Score -969878.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -970188.312500 Penalty: 4505.036133
	Iteration 5F: 3 clusters Score -970188.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -970408.625000 Penalty: 4505.036133
	Iteration 6Q: 3 clusters Score -970408.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -970569.687500 Penalty: 4505.036133
	Iteration 7Q: 3 clusters Score -970569.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -970677.562500 Penalty: 4505.036133
	Iteration 8Q: 3 clusters Score -970677.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -970749.312500 Penalty: 4505.036133
	Iteration 9Q: 3 clusters Score -970749.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -970798.062500 Penalty: 4505.036133
	Iteration 10Q: 3 clusters Score -970798.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -970829.125000 Penalty: 4505.036133
	Iteration 11Q: 3 clusters Score -970829.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -970851.625000 Penalty: 4505.036133
	Iteration 12Q: 3 clusters Score -970851.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -970868.562500 Penalty: 4505.036133
	Iteration 13Q: 3 clusters Score -970868.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -970884.875000 Penalty: 4505.036133
	Iteration 14Q: 3 clusters Score -970884.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -970901.375000 Penalty: 4505.036133
	Iteration 15Q: 3 clusters Score -970901.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -970912.750000 Penalty: 4505.036133
	Iteration 16Q: 3 clusters Score -970912.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -970923.687500 Penalty: 4505.036133
	Iteration 17Q: 3 clusters Score -970923.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -970928.500000 Penalty: 4505.036133
	Iteration 18Q: 3 clusters Score -970928.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -970936.125000 Penalty: 4505.036133
	Iteration 19Q: 3 clusters Score -970936.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -970940.625000 Penalty: 4505.036133
	Iteration 20F: 3 clusters Score -970940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -970943.687500 Penalty: 4505.036133
	Iteration 21Q: 3 clusters Score -970943.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -970949.000000 Penalty: 4505.036133
	Iteration 22Q: 3 clusters Score -970949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -970950.750000 Penalty: 4505.036133
	Iteration 23Q: 3 clusters Score -970950.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -970956.437500 Penalty: 4505.036133
	Iteration 24Q: 3 clusters Score -970956.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -970963.312500 Penalty: 4505.036133
	Iteration 25Q: 3 clusters Score -970963.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -970968.250000 Penalty: 4505.036133
	Iteration 26Q: 3 clusters Score -970968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -970972.125000 Penalty: 4505.036133
	Iteration 27Q: 3 clusters Score -970972.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -970976.500000 Penalty: 4505.036133
	Iteration 28Q: 3 clusters Score -970976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -970977.312500 Penalty: 4505.036133
	Iteration 29Q: 3 clusters Score -970977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -970980.875000 Penalty: 4505.036133
	Iteration 30Q: 3 clusters Score -970980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -970983.562500 Penalty: 4505.036133
	Iteration 31Q: 3 clusters Score -970983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -970987.937500 Penalty: 4505.036133
	Iteration 32Q: 3 clusters Score -970987.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -970991.250000 Penalty: 4505.036133
	Iteration 33Q: 3 clusters Score -970991.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -970993.437500 Penalty: 4505.036133
	Iteration 34Q: 3 clusters Score -970993.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -970998.125000 Penalty: 4505.036133
	Iteration 35Q: 3 clusters Score -970998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -970999.687500 Penalty: 4505.036133
	Iteration 36Q: 3 clusters Score -970999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -971001.437500 Penalty: 4505.036133
	Iteration 37Q: 3 clusters Score -971001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -971004.375000 Penalty: 4505.036133
	Iteration 38Q: 3 clusters Score -971004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -971007.687500 Penalty: 4505.036133
	Iteration 39Q: 3 clusters Score -971007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -971007.937500 Penalty: 4505.036133
	Iteration 40F: 3 clusters Score -971007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -971009.687500 Penalty: 4505.036133
	Iteration 41Q: 3 clusters Score -971009.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -971014.875000 Penalty: 4505.036133
	Iteration 42Q: 3 clusters Score -971014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -971017.125000 Penalty: 4505.036133
	Iteration 43Q: 3 clusters Score -971017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -971018.312500 Penalty: 4505.036133
	Iteration 44Q: 3 clusters Score -971018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -971022.562500 Penalty: 4505.036133
	Iteration 45Q: 3 clusters Score -971022.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -971029.875000 Penalty: 4505.036133
	Iteration 46Q: 3 clusters Score -971029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -971033.125000 Penalty: 4505.036133
	Iteration 47Q: 3 clusters Score -971033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -971037.625000 Penalty: 4505.036133
	Iteration 48Q: 3 clusters Score -971037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -971040.750000 Penalty: 4505.036133
	Iteration 49Q: 3 clusters Score -971040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -971045.062500 Penalty: 4505.036133
	Iteration 50Q: 3 clusters Score -971045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -971049.812500 Penalty: 4505.036133
	Iteration 51Q: 3 clusters Score -971049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -971056.687500 Penalty: 4505.036133
	Iteration 52Q: 3 clusters Score -971056.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -971062.812500 Penalty: 4505.036133
	Iteration 53Q: 3 clusters Score -971062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -971066.250000 Penalty: 4505.036133
	Iteration 54Q: 3 clusters Score -971066.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -971073.687500 Penalty: 4505.036133
	Iteration 55Q: 3 clusters Score -971073.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -971078.750000 Penalty: 4505.036133
	Iteration 56Q: 3 clusters Score -971078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -971078.625000 Penalty: 4505.036133
	Iteration 57Q: 3 clusters Score -971078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -971078.562500 Penalty: 4505.036133
	Iteration 58Q: 3 clusters Score -971078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -971078.937500 Penalty: 4505.036133
	Iteration 59Q: 3 clusters Score -971078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -971078.937500 Penalty: 4505.036133
	Iteration 60F: 3 clusters Score -971078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -705865.750000 Penalty: 2194.892822
	Iteration 0F: 2 clusters Score -705865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -700122.812500 Penalty: 4389.785645
	Iteration 0F: 3 clusters Score -700122.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -701694.375000 Penalty: 4389.785645
	Iteration 1F: 3 clusters Score -701694.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -701971.875000 Penalty: 4389.785645
	Iteration 2F: 3 clusters Score -701971.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -702190.625000 Penalty: 4389.785645
	Iteration 3F: 3 clusters Score -702190.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -702365.125000 Penalty: 4389.785645
	Iteration 4Q: 3 clusters Score -702365.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -702530.562500 Penalty: 4389.785645
	Iteration 5Q: 3 clusters Score -702530.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -702726.500000 Penalty: 4389.785645
	Iteration 6Q: 3 clusters Score -702726.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -702919.062500 Penalty: 4389.785645
	Iteration 7Q: 3 clusters Score -702919.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -703112.625000 Penalty: 4389.785645
	Iteration 8Q: 3 clusters Score -703112.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -703288.500000 Penalty: 4389.785645
	Iteration 9Q: 3 clusters Score -703288.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -703424.812500 Penalty: 4389.785645
	Iteration 10Q: 3 clusters Score -703424.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -703519.562500 Penalty: 4389.785645
	Iteration 11Q: 3 clusters Score -703519.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -703578.312500 Penalty: 4389.785645
	Iteration 12Q: 3 clusters Score -703578.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -703651.687500 Penalty: 4389.785645
	Iteration 13Q: 3 clusters Score -703651.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -703726.062500 Penalty: 4389.785645
	Iteration 14Q: 3 clusters Score -703726.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -703805.750000 Penalty: 4389.785645
	Iteration 15Q: 3 clusters Score -703805.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -703887.312500 Penalty: 4389.785645
	Iteration 16Q: 3 clusters Score -703887.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -703971.937500 Penalty: 4389.785645
	Iteration 17Q: 3 clusters Score -703971.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -704053.500000 Penalty: 4389.785645
	Iteration 18Q: 3 clusters Score -704053.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -704131.000000 Penalty: 4389.785645
	Iteration 19Q: 3 clusters Score -704131 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -704207.187500 Penalty: 4389.785645
	Iteration 20F: 3 clusters Score -704207.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -704291.312500 Penalty: 4389.785645
	Iteration 21Q: 3 clusters Score -704291.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -704368.750000 Penalty: 4389.785645
	Iteration 22Q: 3 clusters Score -704368.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -704445.812500 Penalty: 4389.785645
	Iteration 23Q: 3 clusters Score -704445.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -704526.375000 Penalty: 4389.785645
	Iteration 24Q: 3 clusters Score -704526.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -704597.187500 Penalty: 4389.785645
	Iteration 25Q: 3 clusters Score -704597.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -704657.750000 Penalty: 4389.785645
	Iteration 26Q: 3 clusters Score -704657.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -704708.875000 Penalty: 4389.785645
	Iteration 27Q: 3 clusters Score -704708.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -704742.125000 Penalty: 4389.785645
	Iteration 28Q: 3 clusters Score -704742.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -704781.500000 Penalty: 4389.785645
	Iteration 29Q: 3 clusters Score -704781.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -704820.375000 Penalty: 4389.785645
	Iteration 30Q: 3 clusters Score -704820.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -704859.687500 Penalty: 4389.785645
	Iteration 31Q: 3 clusters Score -704859.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -704906.500000 Penalty: 4389.785645
	Iteration 32Q: 3 clusters Score -704906.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -704945.062500 Penalty: 4389.785645
	Iteration 33Q: 3 clusters Score -704945.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -704985.625000 Penalty: 4389.785645
	Iteration 34Q: 3 clusters Score -704985.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -705005.312500 Penalty: 4389.785645
	Iteration 35Q: 3 clusters Score -705005.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -705018.250000 Penalty: 4389.785645
	Iteration 36Q: 3 clusters Score -705018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -705025.187500 Penalty: 4389.785645
	Iteration 37Q: 3 clusters Score -705025.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -705030.312500 Penalty: 4389.785645
	Iteration 38Q: 3 clusters Score -705030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -705033.125000 Penalty: 4389.785645
	Iteration 39Q: 3 clusters Score -705033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -705035.875000 Penalty: 4389.785645
	Iteration 40F: 3 clusters Score -705035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -705034.937500 Penalty: 4389.785645
	Iteration 41Q: 3 clusters Score -705034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -705035.500000 Penalty: 4389.785645
	Iteration 42Q: 3 clusters Score -705035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -705036.437500 Penalty: 4389.785645
	Iteration 43Q: 3 clusters Score -705036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -705036.875000 Penalty: 4389.785645
	Iteration 44Q: 3 clusters Score -705036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -705037.375000 Penalty: 4389.785645
	Iteration 45Q: 3 clusters Score -705037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -705037.187500 Penalty: 4389.785645
	Iteration 46Q: 3 clusters Score -705037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -705037.187500 Penalty: 4389.785645
	Iteration 47F: 3 clusters Score -705037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (33387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Entering Unmasked Estep 
Score: -3821640.000000 Penalty: 2583.148682
	Iteration 0F: 2 clusters Score -3821640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3798879.750000 Penalty: 5166.297363
	Iteration 0F: 3 clusters Score -3798880 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3807004.500000 Penalty: 5166.297363
	Iteration 1F: 3 clusters Score -3807004 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3807725.500000 Penalty: 5166.297363
	Iteration 2F: 3 clusters Score -3807726 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3808898.250000 Penalty: 5166.297363
	Iteration 3F: 3 clusters Score -3808898 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3810587.750000 Penalty: 5166.297363
	Iteration 4F: 3 clusters Score -3810588 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3812507.500000 Penalty: 5166.297363
	Iteration 5F: 3 clusters Score -3812508 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3814326.750000 Penalty: 5166.297363
	Iteration 6F: 3 clusters Score -3814327 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3815959.750000 Penalty: 5166.297363
	Iteration 7F: 3 clusters Score -3815960 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3817361.000000 Penalty: 5166.297363
	Iteration 8F: 3 clusters Score -3817361 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3818705.000000 Penalty: 5166.297363
	Iteration 9Q: 3 clusters Score -3818705 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3819799.500000 Penalty: 5166.297363
	Iteration 10Q: 3 clusters Score -3819800 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3820610.500000 Penalty: 5166.297363
	Iteration 11Q: 3 clusters Score -3820610 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3821070.750000 Penalty: 5166.297363
	Iteration 12Q: 3 clusters Score -3821071 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3821257.000000 Penalty: 5166.297363
	Iteration 13Q: 3 clusters Score -3821257 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3821339.750000 Penalty: 5166.297363
	Iteration 14Q: 3 clusters Score -3821340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3821392.500000 Penalty: 5166.297363
	Iteration 15Q: 3 clusters Score -3821392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3821413.000000 Penalty: 5166.297363
	Iteration 16Q: 3 clusters Score -3821413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3821428.250000 Penalty: 5166.297363
	Iteration 17Q: 3 clusters Score -3821428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3821434.000000 Penalty: 5166.297363
	Iteration 18Q: 3 clusters Score -3821434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3821441.750000 Penalty: 5166.297363
	Iteration 19Q: 3 clusters Score -3821442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3821445.250000 Penalty: 5166.297363
	Iteration 20F: 3 clusters Score -3821445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3821452.000000 Penalty: 5166.297363
	Iteration 21Q: 3 clusters Score -3821452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3821452.500000 Penalty: 5166.297363
	Iteration 22Q: 3 clusters Score -3821452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3821455.250000 Penalty: 5166.297363
	Iteration 23Q: 3 clusters Score -3821455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3821453.750000 Penalty: 5166.297363
	Iteration 24Q: 3 clusters Score -3821454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3821466.250000 Penalty: 5166.297363
	Iteration 25Q: 3 clusters Score -3821466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3821469.000000 Penalty: 5166.297363
	Iteration 26Q: 3 clusters Score -3821469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3821467.500000 Penalty: 5166.297363
	Iteration 27Q: 3 clusters Score -3821468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3821470.750000 Penalty: 5166.297363
	Iteration 28Q: 3 clusters Score -3821471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3821466.750000 Penalty: 5166.297363
	Iteration 29Q: 3 clusters Score -3821467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3821471.750000 Penalty: 5166.297363
	Iteration 30Q: 3 clusters Score -3821472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3821473.250000 Penalty: 5166.297363
	Iteration 31Q: 3 clusters Score -3821473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3821474.500000 Penalty: 5166.297363
	Iteration 32Q: 3 clusters Score -3821474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3821474.500000 Penalty: 5166.297363
	Iteration 33F: 3 clusters Score -3821474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -98107.867188 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -98107.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96254.710938 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -96254.71 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96558.382812 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -96558.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96677.664062 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -96677.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96766.984375 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -96766.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96824.734375 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -96824.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96860.210938 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -96860.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96898.140625 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -96898.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96924.476562 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -96924.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -96936.351562 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -96936.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -96950.992188 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -96950.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -96950.992188 Penalty: 3383.809814
	Iteration 10F: 3 clusters Score -96950.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -377153.281250 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -377153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -373510.156250 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -373510.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -374447.218750 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -374447.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -374742.125000 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -374742.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -374945.468750 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -374945.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -375145.968750 Penalty: 4079.184814
	Iteration 4Q: 3 clusters Score -375146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -375287.718750 Penalty: 4079.184814
	Iteration 5Q: 3 clusters Score -375287.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -375393.125000 Penalty: 4079.184814
	Iteration 6Q: 3 clusters Score -375393.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -375486.406250 Penalty: 4079.184814
	Iteration 7Q: 3 clusters Score -375486.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -375560.718750 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -375560.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -375618.906250 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -375618.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -375672.312500 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -375672.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375724.781250 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -375724.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -375775.562500 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -375775.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -375823.468750 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -375823.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -375867.718750 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -375867.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -375900.750000 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -375900.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -375930.593750 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -375930.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -375959.000000 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -375959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375981.187500 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -375981.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -375999.906250 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -375999.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -376015.562500 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -376015.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -376036.906250 Penalty: 4079.184814
	Iteration 21Q: 3 clusters Score -376036.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -376059.281250 Penalty: 4079.184814
	Iteration 22Q: 3 clusters Score -376059.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -376084.718750 Penalty: 4079.184814
	Iteration 23Q: 3 clusters Score -376084.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -376105.062500 Penalty: 4079.184814
	Iteration 24Q: 3 clusters Score -376105.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -376123.343750 Penalty: 4079.184814
	Iteration 25Q: 3 clusters Score -376123.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -376135.062500 Penalty: 4079.184814
	Iteration 26Q: 3 clusters Score -376135.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -376148.531250 Penalty: 4079.184814
	Iteration 27Q: 3 clusters Score -376148.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -376167.250000 Penalty: 4079.184814
	Iteration 28Q: 3 clusters Score -376167.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -376184.812500 Penalty: 4079.184814
	Iteration 29Q: 3 clusters Score -376184.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -376200.750000 Penalty: 4079.184814
	Iteration 30Q: 3 clusters Score -376200.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -376212.187500 Penalty: 4079.184814
	Iteration 31Q: 3 clusters Score -376212.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -376227.093750 Penalty: 4079.184814
	Iteration 32Q: 3 clusters Score -376227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -376237.500000 Penalty: 4079.184814
	Iteration 33Q: 3 clusters Score -376237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -376247.406250 Penalty: 4079.184814
	Iteration 34Q: 3 clusters Score -376247.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -376257.562500 Penalty: 4079.184814
	Iteration 35Q: 3 clusters Score -376257.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -376263.875000 Penalty: 4079.184814
	Iteration 36Q: 3 clusters Score -376263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -376272.781250 Penalty: 4079.184814
	Iteration 37Q: 3 clusters Score -376272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -376281.875000 Penalty: 4079.184814
	Iteration 38Q: 3 clusters Score -376281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -376290.187500 Penalty: 4079.184814
	Iteration 39Q: 3 clusters Score -376290.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -376298.687500 Penalty: 4079.184814
	Iteration 40F: 3 clusters Score -376298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -376305.406250 Penalty: 4079.184814
	Iteration 41Q: 3 clusters Score -376305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -376312.781250 Penalty: 4079.184814
	Iteration 42Q: 3 clusters Score -376312.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -376321.062500 Penalty: 4079.184814
	Iteration 43Q: 3 clusters Score -376321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -376326.906250 Penalty: 4079.184814
	Iteration 44Q: 3 clusters Score -376326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -376333.312500 Penalty: 4079.184814
	Iteration 45Q: 3 clusters Score -376333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -376337.218750 Penalty: 4079.184814
	Iteration 46Q: 3 clusters Score -376337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -376338.281250 Penalty: 4079.184814
	Iteration 47Q: 3 clusters Score -376338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -376340.656250 Penalty: 4079.184814
	Iteration 48Q: 3 clusters Score -376340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -376341.937500 Penalty: 4079.184814
	Iteration 49Q: 3 clusters Score -376341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -376344.750000 Penalty: 4079.184814
	Iteration 50Q: 3 clusters Score -376344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -376347.500000 Penalty: 4079.184814
	Iteration 51Q: 3 clusters Score -376347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -376351.343750 Penalty: 4079.184814
	Iteration 52Q: 3 clusters Score -376351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -376358.250000 Penalty: 4079.184814
	Iteration 53Q: 3 clusters Score -376358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -376360.875000 Penalty: 4079.184814
	Iteration 54Q: 3 clusters Score -376360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -376364.531250 Penalty: 4079.184814
	Iteration 55Q: 3 clusters Score -376364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -376370.406250 Penalty: 4079.184814
	Iteration 56Q: 3 clusters Score -376370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -376377.937500 Penalty: 4079.184814
	Iteration 57Q: 3 clusters Score -376377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -376385.000000 Penalty: 4079.184814
	Iteration 58Q: 3 clusters Score -376385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -376393.500000 Penalty: 4079.184814
	Iteration 59Q: 3 clusters Score -376393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -376402.281250 Penalty: 4079.184814
	Iteration 60F: 3 clusters Score -376402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -376408.250000 Penalty: 4079.184814
	Iteration 61Q: 3 clusters Score -376408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -376414.843750 Penalty: 4079.184814
	Iteration 62Q: 3 clusters Score -376414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -376420.218750 Penalty: 4079.184814
	Iteration 63Q: 3 clusters Score -376420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -376422.625000 Penalty: 4079.184814
	Iteration 64Q: 3 clusters Score -376422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -376427.468750 Penalty: 4079.184814
	Iteration 65Q: 3 clusters Score -376427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -376430.062500 Penalty: 4079.184814
	Iteration 66Q: 3 clusters Score -376430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -376432.531250 Penalty: 4079.184814
	Iteration 67Q: 3 clusters Score -376432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -376438.281250 Penalty: 4079.184814
	Iteration 68Q: 3 clusters Score -376438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -376440.750000 Penalty: 4079.184814
	Iteration 69Q: 3 clusters Score -376440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -376446.343750 Penalty: 4079.184814
	Iteration 70Q: 3 clusters Score -376446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -376448.468750 Penalty: 4079.184814
	Iteration 71Q: 3 clusters Score -376448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -376452.031250 Penalty: 4079.184814
	Iteration 72Q: 3 clusters Score -376452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -376454.968750 Penalty: 4079.184814
	Iteration 73Q: 3 clusters Score -376455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -376457.156250 Penalty: 4079.184814
	Iteration 74Q: 3 clusters Score -376457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -376458.687500 Penalty: 4079.184814
	Iteration 75Q: 3 clusters Score -376458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -376460.312500 Penalty: 4079.184814
	Iteration 76Q: 3 clusters Score -376460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -376461.750000 Penalty: 4079.184814
	Iteration 77Q: 3 clusters Score -376461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -376462.406250 Penalty: 4079.184814
	Iteration 78Q: 3 clusters Score -376462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -376463.687500 Penalty: 4079.184814
	Iteration 79Q: 3 clusters Score -376463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -376464.937500 Penalty: 4079.184814
	Iteration 80F: 3 clusters Score -376464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -376464.906250 Penalty: 4079.184814
	Iteration 81Q: 3 clusters Score -376464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -376464.906250 Penalty: 4079.184814
	Iteration 82F: 3 clusters Score -376464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (47617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Entering Unmasked Estep 
Score: -5482232.000000 Penalty: 2671.194580
	Iteration 0F: 2 clusters Score -5482232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5449994.500000 Penalty: 5342.389160
	Iteration 0F: 3 clusters Score -5449994 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5462117.000000 Penalty: 5342.389160
	Iteration 1F: 3 clusters Score -5462117 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5462663.500000 Penalty: 5342.389160
	Iteration 2Q: 3 clusters Score -5462664 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5463249.500000 Penalty: 5342.389160
	Iteration 3Q: 3 clusters Score -5463250 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5463876.500000 Penalty: 5342.389160
	Iteration 4Q: 3 clusters Score -5463876 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5464498.000000 Penalty: 5342.389160
	Iteration 5Q: 3 clusters Score -5464498 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5465207.000000 Penalty: 5342.389160
	Iteration 6Q: 3 clusters Score -5465207 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5466129.500000 Penalty: 5342.389160
	Iteration 7Q: 3 clusters Score -5466130 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5467151.500000 Penalty: 5342.389160
	Iteration 8Q: 3 clusters Score -5467152 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5468197.000000 Penalty: 5342.389160
	Iteration 9Q: 3 clusters Score -5468197 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5469325.000000 Penalty: 5342.389160
	Iteration 10Q: 3 clusters Score -5469325 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -5470380.000000 Penalty: 5342.389160
	Iteration 11Q: 3 clusters Score -5470380 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5471385.500000 Penalty: 5342.389160
	Iteration 12Q: 3 clusters Score -5471386 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5472182.000000 Penalty: 5342.389160
	Iteration 13Q: 3 clusters Score -5472182 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5472825.500000 Penalty: 5342.389160
	Iteration 14Q: 3 clusters Score -5472826 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5473198.000000 Penalty: 5342.389160
	Iteration 15Q: 3 clusters Score -5473198 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5473432.500000 Penalty: 5342.389160
	Iteration 16Q: 3 clusters Score -5473432 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5473574.500000 Penalty: 5342.389160
	Iteration 17Q: 3 clusters Score -5473574 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5473720.000000 Penalty: 5342.389160
	Iteration 18Q: 3 clusters Score -5473720 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5473804.000000 Penalty: 5342.389160
	Iteration 19Q: 3 clusters Score -5473804 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5473915.000000 Penalty: 5342.389160
	Iteration 20F: 3 clusters Score -5473915 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5473998.000000 Penalty: 5342.389160
	Iteration 21Q: 3 clusters Score -5473998 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -5474075.000000 Penalty: 5342.389160
	Iteration 22Q: 3 clusters Score -5474075 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5474160.500000 Penalty: 5342.389160
	Iteration 23Q: 3 clusters Score -5474160 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5474272.000000 Penalty: 5342.389160
	Iteration 24Q: 3 clusters Score -5474272 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5474362.000000 Penalty: 5342.389160
	Iteration 25Q: 3 clusters Score -5474362 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -5474491.000000 Penalty: 5342.389160
	Iteration 26Q: 3 clusters Score -5474491 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5474631.000000 Penalty: 5342.389160
	Iteration 27Q: 3 clusters Score -5474631 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -5474739.500000 Penalty: 5342.389160
	Iteration 28Q: 3 clusters Score -5474740 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5474910.000000 Penalty: 5342.389160
	Iteration 29Q: 3 clusters Score -5474910 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5475082.500000 Penalty: 5342.389160
	Iteration 30Q: 3 clusters Score -5475082 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -5475287.000000 Penalty: 5342.389160
	Iteration 31Q: 3 clusters Score -5475287 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5475450.500000 Penalty: 5342.389160
	Iteration 32Q: 3 clusters Score -5475450 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5475613.000000 Penalty: 5342.389160
	Iteration 33Q: 3 clusters Score -5475613 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5475738.500000 Penalty: 5342.389160
	Iteration 34Q: 3 clusters Score -5475738 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5475924.000000 Penalty: 5342.389160
	Iteration 35Q: 3 clusters Score -5475924 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -5476031.500000 Penalty: 5342.389160
	Iteration 36Q: 3 clusters Score -5476032 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5476127.500000 Penalty: 5342.389160
	Iteration 37Q: 3 clusters Score -5476128 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5476232.500000 Penalty: 5342.389160
	Iteration 38Q: 3 clusters Score -5476232 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5476284.500000 Penalty: 5342.389160
	Iteration 39Q: 3 clusters Score -5476284 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5476331.000000 Penalty: 5342.389160
	Iteration 40F: 3 clusters Score -5476331 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5476382.500000 Penalty: 5342.389160
	Iteration 41Q: 3 clusters Score -5476382 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5476417.000000 Penalty: 5342.389160
	Iteration 42Q: 3 clusters Score -5476417 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5476472.000000 Penalty: 5342.389160
	Iteration 43Q: 3 clusters Score -5476472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -5476518.500000 Penalty: 5342.389160
	Iteration 44Q: 3 clusters Score -5476518 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5476562.500000 Penalty: 5342.389160
	Iteration 45Q: 3 clusters Score -5476562 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -5476582.000000 Penalty: 5342.389160
	Iteration 46Q: 3 clusters Score -5476582 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5476614.000000 Penalty: 5342.389160
	Iteration 47Q: 3 clusters Score -5476614 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5476626.000000 Penalty: 5342.389160
	Iteration 48Q: 3 clusters Score -5476626 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5476663.500000 Penalty: 5342.389160
	Iteration 49Q: 3 clusters Score -5476664 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -5476676.500000 Penalty: 5342.389160
	Iteration 50Q: 3 clusters Score -5476676 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5476691.000000 Penalty: 5342.389160
	Iteration 51Q: 3 clusters Score -5476691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5476709.000000 Penalty: 5342.389160
	Iteration 52Q: 3 clusters Score -5476709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5476732.000000 Penalty: 5342.389160
	Iteration 53Q: 3 clusters Score -5476732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -5476725.500000 Penalty: 5342.389160
	Iteration 54Q: 3 clusters Score -5476726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -5476733.000000 Penalty: 5342.389160
	Iteration 55Q: 3 clusters Score -5476733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -5476745.000000 Penalty: 5342.389160
	Iteration 56Q: 3 clusters Score -5476745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5476754.500000 Penalty: 5342.389160
	Iteration 57Q: 3 clusters Score -5476754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5476770.500000 Penalty: 5342.389160
	Iteration 58Q: 3 clusters Score -5476770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -5476783.000000 Penalty: 5342.389160
	Iteration 59Q: 3 clusters Score -5476783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5476787.000000 Penalty: 5342.389160
	Iteration 60F: 3 clusters Score -5476787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -5476796.500000 Penalty: 5342.389160
	Iteration 61Q: 3 clusters Score -5476796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -5476803.500000 Penalty: 5342.389160
	Iteration 62Q: 3 clusters Score -5476804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -5476803.000000 Penalty: 5342.389160
	Iteration 63Q: 3 clusters Score -5476803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -5476813.000000 Penalty: 5342.389160
	Iteration 64Q: 3 clusters Score -5476813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5476833.000000 Penalty: 5342.389160
	Iteration 65Q: 3 clusters Score -5476833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5476828.500000 Penalty: 5342.389160
	Iteration 66Q: 3 clusters Score -5476828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -5476828.000000 Penalty: 5342.389160
	Iteration 67Q: 3 clusters Score -5476828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5476831.000000 Penalty: 5342.389160
	Iteration 68Q: 3 clusters Score -5476831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5476848.500000 Penalty: 5342.389160
	Iteration 69Q: 3 clusters Score -5476848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5476865.500000 Penalty: 5342.389160
	Iteration 70Q: 3 clusters Score -5476866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5476858.000000 Penalty: 5342.389160
	Iteration 71Q: 3 clusters Score -5476858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5476870.000000 Penalty: 5342.389160
	Iteration 72Q: 3 clusters Score -5476870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -5476885.000000 Penalty: 5342.389160
	Iteration 73Q: 3 clusters Score -5476885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -5476871.500000 Penalty: 5342.389160
	Iteration 74Q: 3 clusters Score -5476872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5476877.500000 Penalty: 5342.389160
	Iteration 75Q: 3 clusters Score -5476878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -5476887.000000 Penalty: 5342.389160
	Iteration 76Q: 3 clusters Score -5476887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5476890.000000 Penalty: 5342.389160
	Iteration 77Q: 3 clusters Score -5476890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5476887.000000 Penalty: 5342.389160
	Iteration 78Q: 3 clusters Score -5476887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -5476891.500000 Penalty: 5342.389160
	Iteration 79Q: 3 clusters Score -5476892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5476889.000000 Penalty: 5342.389160
	Iteration 80F: 3 clusters Score -5476889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -5476899.000000 Penalty: 5342.389160
	Iteration 81Q: 3 clusters Score -5476899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5476881.000000 Penalty: 5342.389160
	Iteration 82Q: 3 clusters Score -5476881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5476882.000000 Penalty: 5342.389160
	Iteration 83Q: 3 clusters Score -5476882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5476891.000000 Penalty: 5342.389160
	Iteration 84Q: 3 clusters Score -5476891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -5476884.000000 Penalty: 5342.389160
	Iteration 85Q: 3 clusters Score -5476884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -5476889.500000 Penalty: 5342.389160
	Iteration 86Q: 3 clusters Score -5476890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -5476898.000000 Penalty: 5342.389160
	Iteration 87Q: 3 clusters Score -5476898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -5476895.000000 Penalty: 5342.389160
	Iteration 88Q: 3 clusters Score -5476895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5476891.500000 Penalty: 5342.389160
	Iteration 89Q: 3 clusters Score -5476892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -5476895.500000 Penalty: 5342.389160
	Iteration 90Q: 3 clusters Score -5476896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -5476900.000000 Penalty: 5342.389160
	Iteration 91Q: 3 clusters Score -5476900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5476902.500000 Penalty: 5342.389160
	Iteration 92Q: 3 clusters Score -5476902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -5476894.500000 Penalty: 5342.389160
	Iteration 93Q: 3 clusters Score -5476894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5476891.500000 Penalty: 5342.389160
	Iteration 94Q: 3 clusters Score -5476892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -5476905.500000 Penalty: 5342.389160
	Iteration 95Q: 3 clusters Score -5476906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -5476899.000000 Penalty: 5342.389160
	Iteration 96Q: 3 clusters Score -5476899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -5476902.500000 Penalty: 5342.389160
	Iteration 97Q: 3 clusters Score -5476902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5476911.500000 Penalty: 5342.389160
	Iteration 98Q: 3 clusters Score -5476912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5476917.000000 Penalty: 5342.389160
	Iteration 99Q: 3 clusters Score -5476917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5476911.000000 Penalty: 5342.389160
	Iteration 100F: 3 clusters Score -5476911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -5476908.500000 Penalty: 5342.389160
	Iteration 101Q: 3 clusters Score -5476908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -5476909.000000 Penalty: 5342.389160
	Iteration 102Q: 3 clusters Score -5476909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -5476919.000000 Penalty: 5342.389160
	Iteration 103Q: 3 clusters Score -5476919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5476923.500000 Penalty: 5342.389160
	Iteration 104Q: 3 clusters Score -5476924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -5476928.500000 Penalty: 5342.389160
	Iteration 105Q: 3 clusters Score -5476928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5476934.500000 Penalty: 5342.389160
	Iteration 106Q: 3 clusters Score -5476934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -5476921.500000 Penalty: 5342.389160
	Iteration 107Q: 3 clusters Score -5476922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -5476925.500000 Penalty: 5342.389160
	Iteration 108Q: 3 clusters Score -5476926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -5476919.500000 Penalty: 5342.389160
	Iteration 109Q: 3 clusters Score -5476920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5476914.500000 Penalty: 5342.389160
	Iteration 110Q: 3 clusters Score -5476914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5476921.000000 Penalty: 5342.389160
	Iteration 111Q: 3 clusters Score -5476921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -5476926.000000 Penalty: 5342.389160
	Iteration 112Q: 3 clusters Score -5476926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5476932.500000 Penalty: 5342.389160
	Iteration 113Q: 3 clusters Score -5476932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -5476928.500000 Penalty: 5342.389160
	Iteration 114Q: 3 clusters Score -5476928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -5476934.000000 Penalty: 5342.389160
	Iteration 115Q: 3 clusters Score -5476934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -5476938.000000 Penalty: 5342.389160
	Iteration 116Q: 3 clusters Score -5476938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5476930.500000 Penalty: 5342.389160
	Iteration 117Q: 3 clusters Score -5476930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5476927.500000 Penalty: 5342.389160
	Iteration 118Q: 3 clusters Score -5476928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5476938.500000 Penalty: 5342.389160
	Iteration 119Q: 3 clusters Score -5476938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5476931.000000 Penalty: 5342.389160
	Iteration 120F: 3 clusters Score -5476931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5476933.000000 Penalty: 5342.389160
	Iteration 121Q: 3 clusters Score -5476933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5476928.000000 Penalty: 5342.389160
	Iteration 122Q: 3 clusters Score -5476928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5476919.500000 Penalty: 5342.389160
	Iteration 123Q: 3 clusters Score -5476920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5476925.500000 Penalty: 5342.389160
	Iteration 124Q: 3 clusters Score -5476926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -5476924.500000 Penalty: 5342.389160
	Iteration 125Q: 3 clusters Score -5476924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5476922.000000 Penalty: 5342.389160
	Iteration 126Q: 3 clusters Score -5476922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5476913.000000 Penalty: 5342.389160
	Iteration 127Q: 3 clusters Score -5476913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -5476924.500000 Penalty: 5342.389160
	Iteration 128Q: 3 clusters Score -5476924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5476927.500000 Penalty: 5342.389160
	Iteration 129Q: 3 clusters Score -5476928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5476924.000000 Penalty: 5342.389160
	Iteration 130Q: 3 clusters Score -5476924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -5476927.500000 Penalty: 5342.389160
	Iteration 131Q: 3 clusters Score -5476928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -5476937.500000 Penalty: 5342.389160
	Iteration 132Q: 3 clusters Score -5476938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -5476932.500000 Penalty: 5342.389160
	Iteration 133Q: 3 clusters Score -5476932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -5476932.000000 Penalty: 5342.389160
	Iteration 134Q: 3 clusters Score -5476932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5476923.500000 Penalty: 5342.389160
	Iteration 135Q: 3 clusters Score -5476924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -5476928.500000 Penalty: 5342.389160
	Iteration 136Q: 3 clusters Score -5476928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5476925.500000 Penalty: 5342.389160
	Iteration 137Q: 3 clusters Score -5476926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -5476929.000000 Penalty: 5342.389160
	Iteration 138Q: 3 clusters Score -5476929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -5476931.500000 Penalty: 5342.389160
	Iteration 139Q: 3 clusters Score -5476932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -5476932.500000 Penalty: 5342.389160
	Iteration 140F: 3 clusters Score -5476932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -5476932.500000 Penalty: 5342.389160
	Iteration 141Q: 3 clusters Score -5476932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -5476935.500000 Penalty: 5342.389160
	Iteration 142Q: 3 clusters Score -5476936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -5476939.000000 Penalty: 5342.389160
	Iteration 143Q: 3 clusters Score -5476939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5476928.500000 Penalty: 5342.389160
	Iteration 144Q: 3 clusters Score -5476928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5476936.000000 Penalty: 5342.389160
	Iteration 145Q: 3 clusters Score -5476936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5476933.000000 Penalty: 5342.389160
	Iteration 146Q: 3 clusters Score -5476933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -5476927.500000 Penalty: 5342.389160
	Iteration 147Q: 3 clusters Score -5476928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5476923.500000 Penalty: 5342.389160
	Iteration 148Q: 3 clusters Score -5476924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5476927.000000 Penalty: 5342.389160
	Iteration 149Q: 3 clusters Score -5476927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5476937.000000 Penalty: 5342.389160
	Iteration 150Q: 3 clusters Score -5476937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5476936.500000 Penalty: 5342.389160
	Iteration 151Q: 3 clusters Score -5476936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5476930.000000 Penalty: 5342.389160
	Iteration 152Q: 3 clusters Score -5476930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5476947.000000 Penalty: 5342.389160
	Iteration 153Q: 3 clusters Score -5476947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -5476959.500000 Penalty: 5342.389160
	Iteration 154Q: 3 clusters Score -5476960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5476952.000000 Penalty: 5342.389160
	Iteration 155Q: 3 clusters Score -5476952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -5476959.000000 Penalty: 5342.389160
	Iteration 156Q: 3 clusters Score -5476959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5476964.500000 Penalty: 5342.389160
	Iteration 157Q: 3 clusters Score -5476964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -5476960.500000 Penalty: 5342.389160
	Iteration 158Q: 3 clusters Score -5476960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5476967.500000 Penalty: 5342.389160
	Iteration 159Q: 3 clusters Score -5476968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5476980.000000 Penalty: 5342.389160
	Iteration 160F: 3 clusters Score -5476980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5476982.000000 Penalty: 5342.389160
	Iteration 161Q: 3 clusters Score -5476982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -5476991.000000 Penalty: 5342.389160
	Iteration 162Q: 3 clusters Score -5476991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5476985.000000 Penalty: 5342.389160
	Iteration 163Q: 3 clusters Score -5476985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -5476984.500000 Penalty: 5342.389160
	Iteration 164Q: 3 clusters Score -5476984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5476992.500000 Penalty: 5342.389160
	Iteration 165Q: 3 clusters Score -5476992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5476989.500000 Penalty: 5342.389160
	Iteration 166Q: 3 clusters Score -5476990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -5476987.000000 Penalty: 5342.389160
	Iteration 167Q: 3 clusters Score -5476987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -5476978.500000 Penalty: 5342.389160
	Iteration 168Q: 3 clusters Score -5476978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5476986.500000 Penalty: 5342.389160
	Iteration 169Q: 3 clusters Score -5476986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5476985.500000 Penalty: 5342.389160
	Iteration 170Q: 3 clusters Score -5476986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5476979.500000 Penalty: 5342.389160
	Iteration 171Q: 3 clusters Score -5476980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -5476989.000000 Penalty: 5342.389160
	Iteration 172Q: 3 clusters Score -5476989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -5476983.000000 Penalty: 5342.389160
	Iteration 173Q: 3 clusters Score -5476983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5476976.500000 Penalty: 5342.389160
	Iteration 174Q: 3 clusters Score -5476976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -5476980.500000 Penalty: 5342.389160
	Iteration 175Q: 3 clusters Score -5476980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -5476979.500000 Penalty: 5342.389160
	Iteration 176Q: 3 clusters Score -5476980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5476972.000000 Penalty: 5342.389160
	Iteration 177Q: 3 clusters Score -5476972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5476961.000000 Penalty: 5342.389160
	Iteration 178Q: 3 clusters Score -5476961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -5476970.500000 Penalty: 5342.389160
	Iteration 179Q: 3 clusters Score -5476970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -5476966.000000 Penalty: 5342.389160
	Iteration 180F: 3 clusters Score -5476966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -5476970.500000 Penalty: 5342.389160
	Iteration 181Q: 3 clusters Score -5476970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -5476968.000000 Penalty: 5342.389160
	Iteration 182Q: 3 clusters Score -5476968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -5476962.000000 Penalty: 5342.389160
	Iteration 183Q: 3 clusters Score -5476962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -5476970.500000 Penalty: 5342.389160
	Iteration 184Q: 3 clusters Score -5476970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -5476978.500000 Penalty: 5342.389160
	Iteration 185Q: 3 clusters Score -5476978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -5476969.500000 Penalty: 5342.389160
	Iteration 186Q: 3 clusters Score -5476970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5476979.500000 Penalty: 5342.389160
	Iteration 187Q: 3 clusters Score -5476980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -5476970.000000 Penalty: 5342.389160
	Iteration 188Q: 3 clusters Score -5476970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5476969.000000 Penalty: 5342.389160
	Iteration 189Q: 3 clusters Score -5476969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5476987.000000 Penalty: 5342.389160
	Iteration 190Q: 3 clusters Score -5476987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5476990.000000 Penalty: 5342.389160
	Iteration 191Q: 3 clusters Score -5476990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -5476993.500000 Penalty: 5342.389160
	Iteration 192Q: 3 clusters Score -5476994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -5476997.000000 Penalty: 5342.389160
	Iteration 193Q: 3 clusters Score -5476997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5476992.000000 Penalty: 5342.389160
	Iteration 194Q: 3 clusters Score -5476992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -5476995.500000 Penalty: 5342.389160
	Iteration 195Q: 3 clusters Score -5476996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5477010.000000 Penalty: 5342.389160
	Iteration 196Q: 3 clusters Score -5477010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -5477015.000000 Penalty: 5342.389160
	Iteration 197Q: 3 clusters Score -5477015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5477010.500000 Penalty: 5342.389160
	Iteration 198Q: 3 clusters Score -5477010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -5477010.000000 Penalty: 5342.389160
	Iteration 199Q: 3 clusters Score -5477010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5477005.500000 Penalty: 5342.389160
	Iteration 200F: 3 clusters Score -5477006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5477004.000000 Penalty: 5342.389160
	Iteration 201Q: 3 clusters Score -5477004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -5477015.500000 Penalty: 5342.389160
	Iteration 202Q: 3 clusters Score -5477016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -5477007.500000 Penalty: 5342.389160
	Iteration 203Q: 3 clusters Score -5477008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -5477003.500000 Penalty: 5342.389160
	Iteration 204Q: 3 clusters Score -5477004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5477009.000000 Penalty: 5342.389160
	Iteration 205Q: 3 clusters Score -5477009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -5477005.500000 Penalty: 5342.389160
	Iteration 206Q: 3 clusters Score -5477006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -5477010.500000 Penalty: 5342.389160
	Iteration 207Q: 3 clusters Score -5477010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -5477006.500000 Penalty: 5342.389160
	Iteration 208Q: 3 clusters Score -5477006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -5477019.500000 Penalty: 5342.389160
	Iteration 209Q: 3 clusters Score -5477020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -5477017.500000 Penalty: 5342.389160
	Iteration 210Q: 3 clusters Score -5477018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -5477006.500000 Penalty: 5342.389160
	Iteration 211Q: 3 clusters Score -5477006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5477015.500000 Penalty: 5342.389160
	Iteration 212Q: 3 clusters Score -5477016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -5477023.500000 Penalty: 5342.389160
	Iteration 213Q: 3 clusters Score -5477024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -5477018.000000 Penalty: 5342.389160
	Iteration 214Q: 3 clusters Score -5477018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -5477023.000000 Penalty: 5342.389160
	Iteration 215Q: 3 clusters Score -5477023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -5477013.500000 Penalty: 5342.389160
	Iteration 216Q: 3 clusters Score -5477014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -5477031.500000 Penalty: 5342.389160
	Iteration 217Q: 3 clusters Score -5477032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5477052.000000 Penalty: 5342.389160
	Iteration 218Q: 3 clusters Score -5477052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -5477056.500000 Penalty: 5342.389160
	Iteration 219Q: 3 clusters Score -5477056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5477069.500000 Penalty: 5342.389160
	Iteration 220F: 3 clusters Score -5477070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5477084.500000 Penalty: 5342.389160
	Iteration 221Q: 3 clusters Score -5477084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -5477082.500000 Penalty: 5342.389160
	Iteration 222Q: 3 clusters Score -5477082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -5477092.000000 Penalty: 5342.389160
	Iteration 223Q: 3 clusters Score -5477092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5477098.500000 Penalty: 5342.389160
	Iteration 224Q: 3 clusters Score -5477098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -5477105.000000 Penalty: 5342.389160
	Iteration 225Q: 3 clusters Score -5477105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -5477115.000000 Penalty: 5342.389160
	Iteration 226Q: 3 clusters Score -5477115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -5477118.500000 Penalty: 5342.389160
	Iteration 227Q: 3 clusters Score -5477118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -5477122.000000 Penalty: 5342.389160
	Iteration 228Q: 3 clusters Score -5477122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -5477136.500000 Penalty: 5342.389160
	Iteration 229Q: 3 clusters Score -5477136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -5477154.500000 Penalty: 5342.389160
	Iteration 230Q: 3 clusters Score -5477154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5477143.500000 Penalty: 5342.389160
	Iteration 231Q: 3 clusters Score -5477144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -5477150.500000 Penalty: 5342.389160
	Iteration 232Q: 3 clusters Score -5477150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5477177.500000 Penalty: 5342.389160
	Iteration 233Q: 3 clusters Score -5477178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5477184.500000 Penalty: 5342.389160
	Iteration 234Q: 3 clusters Score -5477184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -5477190.000000 Penalty: 5342.389160
	Iteration 235Q: 3 clusters Score -5477190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5477209.000000 Penalty: 5342.389160
	Iteration 236Q: 3 clusters Score -5477209 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5477199.000000 Penalty: 5342.389160
	Iteration 237Q: 3 clusters Score -5477199 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -5477206.000000 Penalty: 5342.389160
	Iteration 238Q: 3 clusters Score -5477206 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -5477231.000000 Penalty: 5342.389160
	Iteration 239Q: 3 clusters Score -5477231 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5477238.000000 Penalty: 5342.389160
	Iteration 240F: 3 clusters Score -5477238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5477265.000000 Penalty: 5342.389160
	Iteration 241Q: 3 clusters Score -5477265 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5477288.500000 Penalty: 5342.389160
	Iteration 242Q: 3 clusters Score -5477288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5477341.500000 Penalty: 5342.389160
	Iteration 243Q: 3 clusters Score -5477342 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5477366.500000 Penalty: 5342.389160
	Iteration 244Q: 3 clusters Score -5477366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5477373.500000 Penalty: 5342.389160
	Iteration 245Q: 3 clusters Score -5477374 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -5477389.500000 Penalty: 5342.389160
	Iteration 246Q: 3 clusters Score -5477390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5477441.000000 Penalty: 5342.389160
	Iteration 247Q: 3 clusters Score -5477441 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5477470.500000 Penalty: 5342.389160
	Iteration 248Q: 3 clusters Score -5477470 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -5477519.500000 Penalty: 5342.389160
	Iteration 249Q: 3 clusters Score -5477520 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5477562.000000 Penalty: 5342.389160
	Iteration 250Q: 3 clusters Score -5477562 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5477579.000000 Penalty: 5342.389160
	Iteration 251Q: 3 clusters Score -5477579 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5477607.500000 Penalty: 5342.389160
	Iteration 252Q: 3 clusters Score -5477608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5477677.000000 Penalty: 5342.389160
	Iteration 253Q: 3 clusters Score -5477677 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5477762.500000 Penalty: 5342.389160
	Iteration 254Q: 3 clusters Score -5477762 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5477835.000000 Penalty: 5342.389160
	Iteration 255Q: 3 clusters Score -5477835 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5477919.500000 Penalty: 5342.389160
	Iteration 256Q: 3 clusters Score -5477920 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5478023.500000 Penalty: 5342.389160
	Iteration 257Q: 3 clusters Score -5478024 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5478113.500000 Penalty: 5342.389160
	Iteration 258Q: 3 clusters Score -5478114 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5478176.500000 Penalty: 5342.389160
	Iteration 259Q: 3 clusters Score -5478176 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5478266.000000 Penalty: 5342.389160
	Iteration 260F: 3 clusters Score -5478266 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5478391.000000 Penalty: 5342.389160
	Iteration 261Q: 3 clusters Score -5478391 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5478493.500000 Penalty: 5342.389160
	Iteration 262Q: 3 clusters Score -5478494 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5478601.500000 Penalty: 5342.389160
	Iteration 263Q: 3 clusters Score -5478602 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5478706.000000 Penalty: 5342.389160
	Iteration 264Q: 3 clusters Score -5478706 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5478806.000000 Penalty: 5342.389160
	Iteration 265Q: 3 clusters Score -5478806 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5478897.500000 Penalty: 5342.389160
	Iteration 266Q: 3 clusters Score -5478898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -5478934.500000 Penalty: 5342.389160
	Iteration 267Q: 3 clusters Score -5478934 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5478983.000000 Penalty: 5342.389160
	Iteration 268Q: 3 clusters Score -5478983 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5479026.000000 Penalty: 5342.389160
	Iteration 269Q: 3 clusters Score -5479026 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5479046.500000 Penalty: 5342.389160
	Iteration 270Q: 3 clusters Score -5479046 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5479057.500000 Penalty: 5342.389160
	Iteration 271Q: 3 clusters Score -5479058 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5479092.500000 Penalty: 5342.389160
	Iteration 272Q: 3 clusters Score -5479092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5479123.500000 Penalty: 5342.389160
	Iteration 273Q: 3 clusters Score -5479124 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -5479150.000000 Penalty: 5342.389160
	Iteration 274Q: 3 clusters Score -5479150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5479174.000000 Penalty: 5342.389160
	Iteration 275Q: 3 clusters Score -5479174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5479199.000000 Penalty: 5342.389160
	Iteration 276Q: 3 clusters Score -5479199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -5479225.000000 Penalty: 5342.389160
	Iteration 277Q: 3 clusters Score -5479225 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5479236.000000 Penalty: 5342.389160
	Iteration 278Q: 3 clusters Score -5479236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -5479259.500000 Penalty: 5342.389160
	Iteration 279Q: 3 clusters Score -5479260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -5479299.000000 Penalty: 5342.389160
	Iteration 280F: 3 clusters Score -5479299 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5479299.500000 Penalty: 5342.389160
	Iteration 281Q: 3 clusters Score -5479300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5479308.000000 Penalty: 5342.389160
	Iteration 282Q: 3 clusters Score -5479308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5479321.500000 Penalty: 5342.389160
	Iteration 283Q: 3 clusters Score -5479322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5479338.000000 Penalty: 5342.389160
	Iteration 284Q: 3 clusters Score -5479338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5479346.000000 Penalty: 5342.389160
	Iteration 285Q: 3 clusters Score -5479346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -5479361.500000 Penalty: 5342.389160
	Iteration 286Q: 3 clusters Score -5479362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5479372.500000 Penalty: 5342.389160
	Iteration 287Q: 3 clusters Score -5479372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5479409.000000 Penalty: 5342.389160
	Iteration 288Q: 3 clusters Score -5479409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5479419.000000 Penalty: 5342.389160
	Iteration 289Q: 3 clusters Score -5479419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5479423.500000 Penalty: 5342.389160
	Iteration 290Q: 3 clusters Score -5479424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5479445.500000 Penalty: 5342.389160
	Iteration 291Q: 3 clusters Score -5479446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -5479479.500000 Penalty: 5342.389160
	Iteration 292Q: 3 clusters Score -5479480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -5479506.500000 Penalty: 5342.389160
	Iteration 293Q: 3 clusters Score -5479506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5479549.000000 Penalty: 5342.389160
	Iteration 294Q: 3 clusters Score -5479549 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5479562.500000 Penalty: 5342.389160
	Iteration 295Q: 3 clusters Score -5479562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5479579.000000 Penalty: 5342.389160
	Iteration 296Q: 3 clusters Score -5479579 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5479606.500000 Penalty: 5342.389160
	Iteration 297Q: 3 clusters Score -5479606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -5479604.500000 Penalty: 5342.389160
	Iteration 298Q: 3 clusters Score -5479604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -5479644.500000 Penalty: 5342.389160
	Iteration 299Q: 3 clusters Score -5479644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5479659.000000 Penalty: 5342.389160
	Iteration 300F: 3 clusters Score -5479659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5479698.500000 Penalty: 5342.389160
	Iteration 301Q: 3 clusters Score -5479698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5479729.000000 Penalty: 5342.389160
	Iteration 302Q: 3 clusters Score -5479729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5479749.500000 Penalty: 5342.389160
	Iteration 303Q: 3 clusters Score -5479750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -5479789.500000 Penalty: 5342.389160
	Iteration 304Q: 3 clusters Score -5479790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -5479805.000000 Penalty: 5342.389160
	Iteration 305Q: 3 clusters Score -5479805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -5479818.500000 Penalty: 5342.389160
	Iteration 306Q: 3 clusters Score -5479818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5479836.500000 Penalty: 5342.389160
	Iteration 307Q: 3 clusters Score -5479836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5479856.000000 Penalty: 5342.389160
	Iteration 308Q: 3 clusters Score -5479856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5479880.500000 Penalty: 5342.389160
	Iteration 309Q: 3 clusters Score -5479880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5479882.500000 Penalty: 5342.389160
	Iteration 310Q: 3 clusters Score -5479882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -5479891.000000 Penalty: 5342.389160
	Iteration 311Q: 3 clusters Score -5479891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -5479914.000000 Penalty: 5342.389160
	Iteration 312Q: 3 clusters Score -5479914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5479926.500000 Penalty: 5342.389160
	Iteration 313Q: 3 clusters Score -5479926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -5479942.500000 Penalty: 5342.389160
	Iteration 314Q: 3 clusters Score -5479942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5479961.000000 Penalty: 5342.389160
	Iteration 315Q: 3 clusters Score -5479961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -5479975.000000 Penalty: 5342.389160
	Iteration 316Q: 3 clusters Score -5479975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -5479993.500000 Penalty: 5342.389160
	Iteration 317Q: 3 clusters Score -5479994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5479990.500000 Penalty: 5342.389160
	Iteration 318Q: 3 clusters Score -5479990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5480007.000000 Penalty: 5342.389160
	Iteration 319Q: 3 clusters Score -5480007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -5480020.500000 Penalty: 5342.389160
	Iteration 320F: 3 clusters Score -5480020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -5480033.500000 Penalty: 5342.389160
	Iteration 321Q: 3 clusters Score -5480034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -5480040.500000 Penalty: 5342.389160
	Iteration 322Q: 3 clusters Score -5480040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5480049.500000 Penalty: 5342.389160
	Iteration 323Q: 3 clusters Score -5480050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -5480062.500000 Penalty: 5342.389160
	Iteration 324Q: 3 clusters Score -5480062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5480066.000000 Penalty: 5342.389160
	Iteration 325Q: 3 clusters Score -5480066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -5480080.000000 Penalty: 5342.389160
	Iteration 326Q: 3 clusters Score -5480080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -5480091.500000 Penalty: 5342.389160
	Iteration 327Q: 3 clusters Score -5480092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -5480101.000000 Penalty: 5342.389160
	Iteration 328Q: 3 clusters Score -5480101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -5480104.500000 Penalty: 5342.389160
	Iteration 329Q: 3 clusters Score -5480104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5480115.500000 Penalty: 5342.389160
	Iteration 330Q: 3 clusters Score -5480116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -5480107.500000 Penalty: 5342.389160
	Iteration 331Q: 3 clusters Score -5480108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -5480103.500000 Penalty: 5342.389160
	Iteration 332Q: 3 clusters Score -5480104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -5480108.500000 Penalty: 5342.389160
	Iteration 333Q: 3 clusters Score -5480108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5480107.500000 Penalty: 5342.389160
	Iteration 334Q: 3 clusters Score -5480108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -5480109.000000 Penalty: 5342.389160
	Iteration 335Q: 3 clusters Score -5480109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5480118.000000 Penalty: 5342.389160
	Iteration 336Q: 3 clusters Score -5480118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -5480130.000000 Penalty: 5342.389160
	Iteration 337Q: 3 clusters Score -5480130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -5480150.500000 Penalty: 5342.389160
	Iteration 338Q: 3 clusters Score -5480150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5480159.000000 Penalty: 5342.389160
	Iteration 339Q: 3 clusters Score -5480159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -5480162.500000 Penalty: 5342.389160
	Iteration 340F: 3 clusters Score -5480162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5480157.500000 Penalty: 5342.389160
	Iteration 341Q: 3 clusters Score -5480158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5480178.000000 Penalty: 5342.389160
	Iteration 342Q: 3 clusters Score -5480178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -5480175.500000 Penalty: 5342.389160
	Iteration 343Q: 3 clusters Score -5480176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5480179.000000 Penalty: 5342.389160
	Iteration 344Q: 3 clusters Score -5480179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -5480188.500000 Penalty: 5342.389160
	Iteration 345Q: 3 clusters Score -5480188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -5480187.000000 Penalty: 5342.389160
	Iteration 346Q: 3 clusters Score -5480187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -5480195.500000 Penalty: 5342.389160
	Iteration 347Q: 3 clusters Score -5480196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5480197.000000 Penalty: 5342.389160
	Iteration 348Q: 3 clusters Score -5480197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -5480190.000000 Penalty: 5342.389160
	Iteration 349Q: 3 clusters Score -5480190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5480191.000000 Penalty: 5342.389160
	Iteration 350Q: 3 clusters Score -5480191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5480192.000000 Penalty: 5342.389160
	Iteration 351Q: 3 clusters Score -5480192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -5480202.500000 Penalty: 5342.389160
	Iteration 352Q: 3 clusters Score -5480202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -5480202.000000 Penalty: 5342.389160
	Iteration 353Q: 3 clusters Score -5480202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -5480202.000000 Penalty: 5342.389160
	Iteration 354Q: 3 clusters Score -5480202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5480200.000000 Penalty: 5342.389160
	Iteration 355Q: 3 clusters Score -5480200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5480205.000000 Penalty: 5342.389160
	Iteration 356Q: 3 clusters Score -5480205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -5480201.000000 Penalty: 5342.389160
	Iteration 357Q: 3 clusters Score -5480201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5480201.000000 Penalty: 5342.389160
	Iteration 358Q: 3 clusters Score -5480201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -5480200.000000 Penalty: 5342.389160
	Iteration 359Q: 3 clusters Score -5480200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -5480200.000000 Penalty: 5342.389160
	Iteration 360F: 3 clusters Score -5480200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5480203.500000 Penalty: 5342.389160
	Iteration 361Q: 3 clusters Score -5480204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5480204.000000 Penalty: 5342.389160
	Iteration 362Q: 3 clusters Score -5480204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -5480203.000000 Penalty: 5342.389160
	Iteration 363Q: 3 clusters Score -5480203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -5480207.000000 Penalty: 5342.389160
	Iteration 364Q: 3 clusters Score -5480207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -5480211.500000 Penalty: 5342.389160
	Iteration 365Q: 3 clusters Score -5480212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5480206.500000 Penalty: 5342.389160
	Iteration 366Q: 3 clusters Score -5480206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5480208.500000 Penalty: 5342.389160
	Iteration 367Q: 3 clusters Score -5480208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -5480210.000000 Penalty: 5342.389160
	Iteration 368Q: 3 clusters Score -5480210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5480209.500000 Penalty: 5342.389160
	Iteration 369Q: 3 clusters Score -5480210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5480207.500000 Penalty: 5342.389160
	Iteration 370Q: 3 clusters Score -5480208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5480207.000000 Penalty: 5342.389160
	Iteration 371Q: 3 clusters Score -5480207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -5480206.000000 Penalty: 5342.389160
	Iteration 372Q: 3 clusters Score -5480206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -5480207.500000 Penalty: 5342.389160
	Iteration 373Q: 3 clusters Score -5480208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -5480209.000000 Penalty: 5342.389160
	Iteration 374Q: 3 clusters Score -5480209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -5480208.000000 Penalty: 5342.389160
	Iteration 375Q: 3 clusters Score -5480208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5480208.500000 Penalty: 5342.389160
	Iteration 376Q: 3 clusters Score -5480208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5480219.500000 Penalty: 5342.389160
	Iteration 377Q: 3 clusters Score -5480220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5480224.000000 Penalty: 5342.389160
	Iteration 378Q: 3 clusters Score -5480224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5480221.500000 Penalty: 5342.389160
	Iteration 379Q: 3 clusters Score -5480222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5480223.500000 Penalty: 5342.389160
	Iteration 380F: 3 clusters Score -5480224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -5480222.500000 Penalty: 5342.389160
	Iteration 381Q: 3 clusters Score -5480222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -5480225.000000 Penalty: 5342.389160
	Iteration 382Q: 3 clusters Score -5480225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -5480225.000000 Penalty: 5342.389160
	Iteration 383F: 3 clusters Score -5480225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -338769.593750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -338769.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -335098.781250 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -335098.8 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -336079.187500 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -336079.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -336461.843750 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -336461.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -336789.250000 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -336789.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -337060.968750 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -337061 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -337338.718750 Penalty: 4075.983398
	Iteration 5F: 3 clusters Score -337338.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -337577.593750 Penalty: 4075.983398
	Iteration 6F: 3 clusters Score -337577.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -337729.187500 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -337729.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -337867.593750 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -337867.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337949.125000 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -337949.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -337995.781250 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -337995.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -338024.406250 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -338024.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -338045.406250 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -338045.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -338067.281250 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -338067.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -338087.250000 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -338087.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -338113.875000 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -338113.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -338143.343750 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -338143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -338163.375000 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -338163.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -338182.812500 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -338182.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -338195.781250 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -338195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -338203.468750 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -338203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -338209.937500 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -338209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338217.343750 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -338217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -338221.406250 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -338221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -338226.218750 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -338226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -338233.031250 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -338233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -338235.343750 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -338235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -338237.093750 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -338237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -338237.937500 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -338237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -338239.562500 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -338239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -338240.156250 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -338240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -338240.156250 Penalty: 4075.983398
	Iteration 31F: 3 clusters Score -338240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (11933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Entering Unmasked Estep 
Score: -1327176.375000 Penalty: 2327.991699
	Iteration 0F: 2 clusters Score -1327176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1318311.625000 Penalty: 4655.983398
	Iteration 0F: 3 clusters Score -1318312 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1321073.500000 Penalty: 4655.983398
	Iteration 1F: 3 clusters Score -1321074 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1321406.875000 Penalty: 4655.983398
	Iteration 2F: 3 clusters Score -1321407 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1321727.125000 Penalty: 4655.983398
	Iteration 3F: 3 clusters Score -1321727 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1322019.125000 Penalty: 4655.983398
	Iteration 4Q: 3 clusters Score -1322019 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1322297.500000 Penalty: 4655.983398
	Iteration 5Q: 3 clusters Score -1322298 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1322566.500000 Penalty: 4655.983398
	Iteration 6Q: 3 clusters Score -1322566 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1322863.500000 Penalty: 4655.983398
	Iteration 7Q: 3 clusters Score -1322864 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1323191.875000 Penalty: 4655.983398
	Iteration 8Q: 3 clusters Score -1323192 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1323527.125000 Penalty: 4655.983398
	Iteration 9Q: 3 clusters Score -1323527 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1323851.125000 Penalty: 4655.983398
	Iteration 10Q: 3 clusters Score -1323851 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1324166.875000 Penalty: 4655.983398
	Iteration 11Q: 3 clusters Score -1324167 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1324473.500000 Penalty: 4655.983398
	Iteration 12Q: 3 clusters Score -1324474 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1324712.750000 Penalty: 4655.983398
	Iteration 13Q: 3 clusters Score -1324713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1324881.000000 Penalty: 4655.983398
	Iteration 14Q: 3 clusters Score -1324881 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1324994.375000 Penalty: 4655.983398
	Iteration 15Q: 3 clusters Score -1324994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1325064.875000 Penalty: 4655.983398
	Iteration 16Q: 3 clusters Score -1325065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1325114.875000 Penalty: 4655.983398
	Iteration 17Q: 3 clusters Score -1325115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1325161.375000 Penalty: 4655.983398
	Iteration 18Q: 3 clusters Score -1325161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1325184.500000 Penalty: 4655.983398
	Iteration 19Q: 3 clusters Score -1325184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1325199.000000 Penalty: 4655.983398
	Iteration 20F: 3 clusters Score -1325199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1325208.500000 Penalty: 4655.983398
	Iteration 21Q: 3 clusters Score -1325208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1325218.250000 Penalty: 4655.983398
	Iteration 22Q: 3 clusters Score -1325218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1325226.250000 Penalty: 4655.983398
	Iteration 23Q: 3 clusters Score -1325226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1325235.375000 Penalty: 4655.983398
	Iteration 24Q: 3 clusters Score -1325235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1325239.750000 Penalty: 4655.983398
	Iteration 25Q: 3 clusters Score -1325240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1325245.000000 Penalty: 4655.983398
	Iteration 26Q: 3 clusters Score -1325245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1325249.250000 Penalty: 4655.983398
	Iteration 27Q: 3 clusters Score -1325249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1325253.875000 Penalty: 4655.983398
	Iteration 28Q: 3 clusters Score -1325254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1325250.750000 Penalty: 4655.983398
	Iteration 29Q: 3 clusters Score -1325251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1325251.625000 Penalty: 4655.983398
	Iteration 30Q: 3 clusters Score -1325252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1325254.625000 Penalty: 4655.983398
	Iteration 31Q: 3 clusters Score -1325255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1325255.625000 Penalty: 4655.983398
	Iteration 32Q: 3 clusters Score -1325256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1325255.000000 Penalty: 4655.983398
	Iteration 33Q: 3 clusters Score -1325255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1325256.500000 Penalty: 4655.983398
	Iteration 34Q: 3 clusters Score -1325256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1325257.000000 Penalty: 4655.983398
	Iteration 35Q: 3 clusters Score -1325257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1325257.000000 Penalty: 4655.983398
	Iteration 36F: 3 clusters Score -1325257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Entering Unmasked Estep 
Score: -1303308.625000 Penalty: 2341.657227
	Iteration 0F: 2 clusters Score -1303309 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 6344 members 
Entering Unmasked Estep 
Score: -1294083.500000 Penalty: 4683.314453
	Iteration 0F: 3 clusters Score -1294084 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1297555.500000 Penalty: 4683.314453
	Iteration 1F: 3 clusters Score -1297556 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1298539.625000 Penalty: 4683.314453
	Iteration 2F: 3 clusters Score -1298540 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1299407.500000 Penalty: 4683.314453
	Iteration 3F: 3 clusters Score -1299408 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1300097.375000 Penalty: 4683.314453
	Iteration 4F: 3 clusters Score -1300097 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1300615.250000 Penalty: 4683.314453
	Iteration 5F: 3 clusters Score -1300615 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1300987.125000 Penalty: 4683.314453
	Iteration 6Q: 3 clusters Score -1300987 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1301245.500000 Penalty: 4683.314453
	Iteration 7Q: 3 clusters Score -1301246 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1301482.625000 Penalty: 4683.314453
	Iteration 8Q: 3 clusters Score -1301483 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1301755.500000 Penalty: 4683.314453
	Iteration 9Q: 3 clusters Score -1301756 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1302037.250000 Penalty: 4683.314453
	Iteration 10Q: 3 clusters Score -1302037 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1302243.625000 Penalty: 4683.314453
	Iteration 11Q: 3 clusters Score -1302244 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1302353.625000 Penalty: 4683.314453
	Iteration 12Q: 3 clusters Score -1302354 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1302416.625000 Penalty: 4683.314453
	Iteration 13Q: 3 clusters Score -1302417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1302456.375000 Penalty: 4683.314453
	Iteration 14Q: 3 clusters Score -1302456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1302479.500000 Penalty: 4683.314453
	Iteration 15Q: 3 clusters Score -1302480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1302492.500000 Penalty: 4683.314453
	Iteration 16Q: 3 clusters Score -1302492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1302500.000000 Penalty: 4683.314453
	Iteration 17Q: 3 clusters Score -1302500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1302503.500000 Penalty: 4683.314453
	Iteration 18Q: 3 clusters Score -1302504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1302510.375000 Penalty: 4683.314453
	Iteration 19Q: 3 clusters Score -1302510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1302514.500000 Penalty: 4683.314453
	Iteration 20F: 3 clusters Score -1302514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1302513.500000 Penalty: 4683.314453
	Iteration 21Q: 3 clusters Score -1302514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1302516.500000 Penalty: 4683.314453
	Iteration 22Q: 3 clusters Score -1302516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1302517.750000 Penalty: 4683.314453
	Iteration 23Q: 3 clusters Score -1302518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1302515.875000 Penalty: 4683.314453
	Iteration 24Q: 3 clusters Score -1302516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1302520.250000 Penalty: 4683.314453
	Iteration 25Q: 3 clusters Score -1302520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1302519.250000 Penalty: 4683.314453
	Iteration 26Q: 3 clusters Score -1302519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1302520.250000 Penalty: 4683.314453
	Iteration 27Q: 3 clusters Score -1302520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1302521.000000 Penalty: 4683.314453
	Iteration 28Q: 3 clusters Score -1302521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1302520.375000 Penalty: 4683.314453
	Iteration 29Q: 3 clusters Score -1302520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1302520.375000 Penalty: 4683.314453
	Iteration 30Q: 3 clusters Score -1302520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1302522.250000 Penalty: 4683.314453
	Iteration 31Q: 3 clusters Score -1302522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1302523.250000 Penalty: 4683.314453
	Iteration 32Q: 3 clusters Score -1302523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1302527.750000 Penalty: 4683.314453
	Iteration 33Q: 3 clusters Score -1302528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1302532.500000 Penalty: 4683.314453
	Iteration 34Q: 3 clusters Score -1302532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1302532.625000 Penalty: 4683.314453
	Iteration 35Q: 3 clusters Score -1302533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1302536.000000 Penalty: 4683.314453
	Iteration 36Q: 3 clusters Score -1302536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1302533.625000 Penalty: 4683.314453
	Iteration 37Q: 3 clusters Score -1302534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1302538.750000 Penalty: 4683.314453
	Iteration 38Q: 3 clusters Score -1302539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1302538.250000 Penalty: 4683.314453
	Iteration 39Q: 3 clusters Score -1302538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1302537.750000 Penalty: 4683.314453
	Iteration 40F: 3 clusters Score -1302538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1302541.125000 Penalty: 4683.314453
	Iteration 41Q: 3 clusters Score -1302541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1302541.500000 Penalty: 4683.314453
	Iteration 42Q: 3 clusters Score -1302542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1302540.750000 Penalty: 4683.314453
	Iteration 43Q: 3 clusters Score -1302541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1302540.750000 Penalty: 4683.314453
	Iteration 44Q: 3 clusters Score -1302541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1302542.625000 Penalty: 4683.314453
	Iteration 45Q: 3 clusters Score -1302543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1302544.250000 Penalty: 4683.314453
	Iteration 46Q: 3 clusters Score -1302544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1302547.875000 Penalty: 4683.314453
	Iteration 47Q: 3 clusters Score -1302548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1302547.875000 Penalty: 4683.314453
	Iteration 48Q: 3 clusters Score -1302548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1302549.625000 Penalty: 4683.314453
	Iteration 49Q: 3 clusters Score -1302550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1302549.000000 Penalty: 4683.314453
	Iteration 50Q: 3 clusters Score -1302549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1302549.000000 Penalty: 4683.314453
	Iteration 51F: 3 clusters Score -1302549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -314647.000000 Penalty: 2018.436523
	Iteration 0F: 2 clusters Score -314647 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 1718 members 
Entering Unmasked Estep 
Score: -311149.468750 Penalty: 4036.873047
	Iteration 0F: 3 clusters Score -311149.5 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -312087.968750 Penalty: 4036.873047
	Iteration 1F: 3 clusters Score -312088 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -312446.062500 Penalty: 4036.873047
	Iteration 2F: 3 clusters Score -312446.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -312781.906250 Penalty: 4036.873047
	Iteration 3F: 3 clusters Score -312781.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -313036.156250 Penalty: 4036.873047
	Iteration 4F: 3 clusters Score -313036.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -313253.406250 Penalty: 4036.873047
	Iteration 5F: 3 clusters Score -313253.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -313423.750000 Penalty: 4036.873047
	Iteration 6Q: 3 clusters Score -313423.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -313543.937500 Penalty: 4036.873047
	Iteration 7Q: 3 clusters Score -313543.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -313629.593750 Penalty: 4036.873047
	Iteration 8Q: 3 clusters Score -313629.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -313691.125000 Penalty: 4036.873047
	Iteration 9Q: 3 clusters Score -313691.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -313740.187500 Penalty: 4036.873047
	Iteration 10Q: 3 clusters Score -313740.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -313788.625000 Penalty: 4036.873047
	Iteration 11Q: 3 clusters Score -313788.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -313817.531250 Penalty: 4036.873047
	Iteration 12Q: 3 clusters Score -313817.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -313838.468750 Penalty: 4036.873047
	Iteration 13Q: 3 clusters Score -313838.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -313852.875000 Penalty: 4036.873047
	Iteration 14Q: 3 clusters Score -313852.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -313867.843750 Penalty: 4036.873047
	Iteration 15Q: 3 clusters Score -313867.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -313881.593750 Penalty: 4036.873047
	Iteration 16Q: 3 clusters Score -313881.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -313896.187500 Penalty: 4036.873047
	Iteration 17Q: 3 clusters Score -313896.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -313903.562500 Penalty: 4036.873047
	Iteration 18Q: 3 clusters Score -313903.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -313910.875000 Penalty: 4036.873047
	Iteration 19Q: 3 clusters Score -313910.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -313918.250000 Penalty: 4036.873047
	Iteration 20F: 3 clusters Score -313918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -313923.031250 Penalty: 4036.873047
	Iteration 21Q: 3 clusters Score -313923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -313929.906250 Penalty: 4036.873047
	Iteration 22Q: 3 clusters Score -313929.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -313940.187500 Penalty: 4036.873047
	Iteration 23Q: 3 clusters Score -313940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -313947.437500 Penalty: 4036.873047
	Iteration 24Q: 3 clusters Score -313947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -313954.156250 Penalty: 4036.873047
	Iteration 25Q: 3 clusters Score -313954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -313957.906250 Penalty: 4036.873047
	Iteration 26Q: 3 clusters Score -313957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -313958.656250 Penalty: 4036.873047
	Iteration 27Q: 3 clusters Score -313958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313960.562500 Penalty: 4036.873047
	Iteration 28Q: 3 clusters Score -313960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313963.000000 Penalty: 4036.873047
	Iteration 29Q: 3 clusters Score -313963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -313964.125000 Penalty: 4036.873047
	Iteration 30Q: 3 clusters Score -313964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313964.593750 Penalty: 4036.873047
	Iteration 31Q: 3 clusters Score -313964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -313965.156250 Penalty: 4036.873047
	Iteration 32Q: 3 clusters Score -313965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -313965.781250 Penalty: 4036.873047
	Iteration 33Q: 3 clusters Score -313965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -313965.781250 Penalty: 4036.873047
	Iteration 34F: 3 clusters Score -313965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (8605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Entering Unmasked Estep 
Score: -928417.187500 Penalty: 2246.904541
	Iteration 0F: 2 clusters Score -928417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -921584.250000 Penalty: 4493.809082
	Iteration 0F: 3 clusters Score -921584.2 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -923585.875000 Penalty: 4493.809082
	Iteration 1F: 3 clusters Score -923585.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -923954.625000 Penalty: 4493.809082
	Iteration 2F: 3 clusters Score -923954.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -924232.125000 Penalty: 4493.809082
	Iteration 3F: 3 clusters Score -924232.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -924494.437500 Penalty: 4493.809082
	Iteration 4F: 3 clusters Score -924494.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -924782.062500 Penalty: 4493.809082
	Iteration 5Q: 3 clusters Score -924782.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -925078.500000 Penalty: 4493.809082
	Iteration 6Q: 3 clusters Score -925078.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -925405.125000 Penalty: 4493.809082
	Iteration 7F: 3 clusters Score -925405.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -925785.812500 Penalty: 4493.809082
	Iteration 8F: 3 clusters Score -925785.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -926126.250000 Penalty: 4493.809082
	Iteration 9F: 3 clusters Score -926126.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -926390.187500 Penalty: 4493.809082
	Iteration 10Q: 3 clusters Score -926390.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -926582.875000 Penalty: 4493.809082
	Iteration 11Q: 3 clusters Score -926582.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -926700.375000 Penalty: 4493.809082
	Iteration 12Q: 3 clusters Score -926700.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -926775.062500 Penalty: 4493.809082
	Iteration 13Q: 3 clusters Score -926775.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -926816.187500 Penalty: 4493.809082
	Iteration 14Q: 3 clusters Score -926816.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -926842.750000 Penalty: 4493.809082
	Iteration 15Q: 3 clusters Score -926842.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -926873.250000 Penalty: 4493.809082
	Iteration 16Q: 3 clusters Score -926873.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -926890.312500 Penalty: 4493.809082
	Iteration 17Q: 3 clusters Score -926890.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -926913.125000 Penalty: 4493.809082
	Iteration 18Q: 3 clusters Score -926913.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -926931.187500 Penalty: 4493.809082
	Iteration 19Q: 3 clusters Score -926931.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -926950.125000 Penalty: 4493.809082
	Iteration 20F: 3 clusters Score -926950.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -926971.250000 Penalty: 4493.809082
	Iteration 21Q: 3 clusters Score -926971.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -926991.750000 Penalty: 4493.809082
	Iteration 22Q: 3 clusters Score -926991.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -927005.375000 Penalty: 4493.809082
	Iteration 23Q: 3 clusters Score -927005.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -927018.062500 Penalty: 4493.809082
	Iteration 24Q: 3 clusters Score -927018.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -927024.312500 Penalty: 4493.809082
	Iteration 25Q: 3 clusters Score -927024.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -927031.312500 Penalty: 4493.809082
	Iteration 26Q: 3 clusters Score -927031.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -927039.062500 Penalty: 4493.809082
	Iteration 27Q: 3 clusters Score -927039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -927043.375000 Penalty: 4493.809082
	Iteration 28Q: 3 clusters Score -927043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -927047.687500 Penalty: 4493.809082
	Iteration 29Q: 3 clusters Score -927047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -927052.562500 Penalty: 4493.809082
	Iteration 30Q: 3 clusters Score -927052.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -927058.312500 Penalty: 4493.809082
	Iteration 31Q: 3 clusters Score -927058.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -927058.062500 Penalty: 4493.809082
	Iteration 32Q: 3 clusters Score -927058.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -927061.750000 Penalty: 4493.809082
	Iteration 33Q: 3 clusters Score -927061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -927063.687500 Penalty: 4493.809082
	Iteration 34Q: 3 clusters Score -927063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -927062.500000 Penalty: 4493.809082
	Iteration 35Q: 3 clusters Score -927062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -927065.812500 Penalty: 4493.809082
	Iteration 36Q: 3 clusters Score -927065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -927070.312500 Penalty: 4493.809082
	Iteration 37Q: 3 clusters Score -927070.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -927072.437500 Penalty: 4493.809082
	Iteration 38Q: 3 clusters Score -927072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -927073.937500 Penalty: 4493.809082
	Iteration 39Q: 3 clusters Score -927073.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -927078.312500 Penalty: 4493.809082
	Iteration 40F: 3 clusters Score -927078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -927080.500000 Penalty: 4493.809082
	Iteration 41Q: 3 clusters Score -927080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -927080.687500 Penalty: 4493.809082
	Iteration 42Q: 3 clusters Score -927080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -927081.000000 Penalty: 4493.809082
	Iteration 43Q: 3 clusters Score -927081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -927080.437500 Penalty: 4493.809082
	Iteration 44Q: 3 clusters Score -927080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -927083.375000 Penalty: 4493.809082
	Iteration 45Q: 3 clusters Score -927083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -927086.062500 Penalty: 4493.809082
	Iteration 46Q: 3 clusters Score -927086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -927085.500000 Penalty: 4493.809082
	Iteration 47Q: 3 clusters Score -927085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -927086.125000 Penalty: 4493.809082
	Iteration 48Q: 3 clusters Score -927086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -927085.062500 Penalty: 4493.809082
	Iteration 49Q: 3 clusters Score -927085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -927086.875000 Penalty: 4493.809082
	Iteration 50Q: 3 clusters Score -927086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -927087.750000 Penalty: 4493.809082
	Iteration 51Q: 3 clusters Score -927087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -927088.375000 Penalty: 4493.809082
	Iteration 52Q: 3 clusters Score -927088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -927089.437500 Penalty: 4493.809082
	Iteration 53Q: 3 clusters Score -927089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -927091.687500 Penalty: 4493.809082
	Iteration 54Q: 3 clusters Score -927091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -927089.937500 Penalty: 4493.809082
	Iteration 55Q: 3 clusters Score -927089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -927089.937500 Penalty: 4493.809082
	Iteration 56F: 3 clusters Score -927089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -573660.375000 Penalty: 2142.090576
	Iteration 0F: 2 clusters Score -573660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -568733.750000 Penalty: 4284.181152
	Iteration 0F: 3 clusters Score -568733.8 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -570002.000000 Penalty: 4284.181152
	Iteration 1F: 3 clusters Score -570002 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -570294.500000 Penalty: 4284.181152
	Iteration 2F: 3 clusters Score -570294.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -570486.625000 Penalty: 4284.181152
	Iteration 3F: 3 clusters Score -570486.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -570614.875000 Penalty: 4284.181152
	Iteration 4Q: 3 clusters Score -570614.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -570714.687500 Penalty: 4284.181152
	Iteration 5Q: 3 clusters Score -570714.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -570781.500000 Penalty: 4284.181152
	Iteration 6Q: 3 clusters Score -570781.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -570836.562500 Penalty: 4284.181152
	Iteration 7Q: 3 clusters Score -570836.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -570888.250000 Penalty: 4284.181152
	Iteration 8Q: 3 clusters Score -570888.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -570933.562500 Penalty: 4284.181152
	Iteration 9Q: 3 clusters Score -570933.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -570968.437500 Penalty: 4284.181152
	Iteration 10Q: 3 clusters Score -570968.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -570990.875000 Penalty: 4284.181152
	Iteration 11Q: 3 clusters Score -570990.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -571013.125000 Penalty: 4284.181152
	Iteration 12Q: 3 clusters Score -571013.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -571034.750000 Penalty: 4284.181152
	Iteration 13Q: 3 clusters Score -571034.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -571051.375000 Penalty: 4284.181152
	Iteration 14Q: 3 clusters Score -571051.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -571068.562500 Penalty: 4284.181152
	Iteration 15Q: 3 clusters Score -571068.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -571081.937500 Penalty: 4284.181152
	Iteration 16Q: 3 clusters Score -571081.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -571096.625000 Penalty: 4284.181152
	Iteration 17Q: 3 clusters Score -571096.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -571108.187500 Penalty: 4284.181152
	Iteration 18Q: 3 clusters Score -571108.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -571120.500000 Penalty: 4284.181152
	Iteration 19Q: 3 clusters Score -571120.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -571130.062500 Penalty: 4284.181152
	Iteration 20F: 3 clusters Score -571130.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -571139.937500 Penalty: 4284.181152
	Iteration 21Q: 3 clusters Score -571139.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -571146.875000 Penalty: 4284.181152
	Iteration 22Q: 3 clusters Score -571146.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -571154.437500 Penalty: 4284.181152
	Iteration 23Q: 3 clusters Score -571154.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -571163.562500 Penalty: 4284.181152
	Iteration 24Q: 3 clusters Score -571163.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -571172.687500 Penalty: 4284.181152
	Iteration 25Q: 3 clusters Score -571172.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -571184.500000 Penalty: 4284.181152
	Iteration 26Q: 3 clusters Score -571184.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -571195.062500 Penalty: 4284.181152
	Iteration 27Q: 3 clusters Score -571195.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -571203.375000 Penalty: 4284.181152
	Iteration 28Q: 3 clusters Score -571203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -571210.250000 Penalty: 4284.181152
	Iteration 29Q: 3 clusters Score -571210.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -571217.000000 Penalty: 4284.181152
	Iteration 30Q: 3 clusters Score -571217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -571222.875000 Penalty: 4284.181152
	Iteration 31Q: 3 clusters Score -571222.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -571227.500000 Penalty: 4284.181152
	Iteration 32Q: 3 clusters Score -571227.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -571230.937500 Penalty: 4284.181152
	Iteration 33Q: 3 clusters Score -571230.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -571236.375000 Penalty: 4284.181152
	Iteration 34Q: 3 clusters Score -571236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -571242.250000 Penalty: 4284.181152
	Iteration 35Q: 3 clusters Score -571242.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -571245.875000 Penalty: 4284.181152
	Iteration 36Q: 3 clusters Score -571245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -571249.812500 Penalty: 4284.181152
	Iteration 37Q: 3 clusters Score -571249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -571253.437500 Penalty: 4284.181152
	Iteration 38Q: 3 clusters Score -571253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -571258.312500 Penalty: 4284.181152
	Iteration 39Q: 3 clusters Score -571258.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -571264.750000 Penalty: 4284.181152
	Iteration 40F: 3 clusters Score -571264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -571270.875000 Penalty: 4284.181152
	Iteration 41Q: 3 clusters Score -571270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -571275.562500 Penalty: 4284.181152
	Iteration 42Q: 3 clusters Score -571275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -571279.312500 Penalty: 4284.181152
	Iteration 43Q: 3 clusters Score -571279.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -571282.000000 Penalty: 4284.181152
	Iteration 44Q: 3 clusters Score -571282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -571288.750000 Penalty: 4284.181152
	Iteration 45Q: 3 clusters Score -571288.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -571292.625000 Penalty: 4284.181152
	Iteration 46Q: 3 clusters Score -571292.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -571297.062500 Penalty: 4284.181152
	Iteration 47Q: 3 clusters Score -571297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -571301.187500 Penalty: 4284.181152
	Iteration 48Q: 3 clusters Score -571301.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -571308.062500 Penalty: 4284.181152
	Iteration 49Q: 3 clusters Score -571308.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -571316.000000 Penalty: 4284.181152
	Iteration 50Q: 3 clusters Score -571316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -571323.000000 Penalty: 4284.181152
	Iteration 51Q: 3 clusters Score -571323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -571329.937500 Penalty: 4284.181152
	Iteration 52Q: 3 clusters Score -571329.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -571337.750000 Penalty: 4284.181152
	Iteration 53Q: 3 clusters Score -571337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -571344.125000 Penalty: 4284.181152
	Iteration 54Q: 3 clusters Score -571344.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -571351.625000 Penalty: 4284.181152
	Iteration 55Q: 3 clusters Score -571351.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -571359.625000 Penalty: 4284.181152
	Iteration 56Q: 3 clusters Score -571359.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -571368.437500 Penalty: 4284.181152
	Iteration 57Q: 3 clusters Score -571368.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -571375.187500 Penalty: 4284.181152
	Iteration 58Q: 3 clusters Score -571375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -571379.500000 Penalty: 4284.181152
	Iteration 59Q: 3 clusters Score -571379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -571386.312500 Penalty: 4284.181152
	Iteration 60F: 3 clusters Score -571386.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -571393.250000 Penalty: 4284.181152
	Iteration 61Q: 3 clusters Score -571393.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -571404.250000 Penalty: 4284.181152
	Iteration 62Q: 3 clusters Score -571404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -571413.625000 Penalty: 4284.181152
	Iteration 63Q: 3 clusters Score -571413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -571420.625000 Penalty: 4284.181152
	Iteration 64Q: 3 clusters Score -571420.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -571429.312500 Penalty: 4284.181152
	Iteration 65Q: 3 clusters Score -571429.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -571435.500000 Penalty: 4284.181152
	Iteration 66Q: 3 clusters Score -571435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -571443.312500 Penalty: 4284.181152
	Iteration 67Q: 3 clusters Score -571443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -571451.250000 Penalty: 4284.181152
	Iteration 68Q: 3 clusters Score -571451.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -571461.125000 Penalty: 4284.181152
	Iteration 69Q: 3 clusters Score -571461.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -571470.125000 Penalty: 4284.181152
	Iteration 70Q: 3 clusters Score -571470.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -571476.750000 Penalty: 4284.181152
	Iteration 71Q: 3 clusters Score -571476.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -571488.625000 Penalty: 4284.181152
	Iteration 72Q: 3 clusters Score -571488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -571500.750000 Penalty: 4284.181152
	Iteration 73Q: 3 clusters Score -571500.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -571511.125000 Penalty: 4284.181152
	Iteration 74Q: 3 clusters Score -571511.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -571528.125000 Penalty: 4284.181152
	Iteration 75Q: 3 clusters Score -571528.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -571546.687500 Penalty: 4284.181152
	Iteration 76Q: 3 clusters Score -571546.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -571560.562500 Penalty: 4284.181152
	Iteration 77Q: 3 clusters Score -571560.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -571568.687500 Penalty: 4284.181152
	Iteration 78Q: 3 clusters Score -571568.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -571576.312500 Penalty: 4284.181152
	Iteration 79Q: 3 clusters Score -571576.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -571583.437500 Penalty: 4284.181152
	Iteration 80F: 3 clusters Score -571583.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -571586.875000 Penalty: 4284.181152
	Iteration 81Q: 3 clusters Score -571586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -571588.750000 Penalty: 4284.181152
	Iteration 82Q: 3 clusters Score -571588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -571593.062500 Penalty: 4284.181152
	Iteration 83Q: 3 clusters Score -571593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -571595.312500 Penalty: 4284.181152
	Iteration 84Q: 3 clusters Score -571595.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -571599.375000 Penalty: 4284.181152
	Iteration 85Q: 3 clusters Score -571599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -571600.312500 Penalty: 4284.181152
	Iteration 86Q: 3 clusters Score -571600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -571603.750000 Penalty: 4284.181152
	Iteration 87Q: 3 clusters Score -571603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -571606.062500 Penalty: 4284.181152
	Iteration 88Q: 3 clusters Score -571606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -571606.500000 Penalty: 4284.181152
	Iteration 89Q: 3 clusters Score -571606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -571612.312500 Penalty: 4284.181152
	Iteration 90Q: 3 clusters Score -571612.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -571619.750000 Penalty: 4284.181152
	Iteration 91Q: 3 clusters Score -571619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -571628.500000 Penalty: 4284.181152
	Iteration 92Q: 3 clusters Score -571628.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -571633.625000 Penalty: 4284.181152
	Iteration 93Q: 3 clusters Score -571633.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -571640.125000 Penalty: 4284.181152
	Iteration 94Q: 3 clusters Score -571640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -571644.062500 Penalty: 4284.181152
	Iteration 95Q: 3 clusters Score -571644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -571648.062500 Penalty: 4284.181152
	Iteration 96Q: 3 clusters Score -571648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -571653.750000 Penalty: 4284.181152
	Iteration 97Q: 3 clusters Score -571653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -571658.312500 Penalty: 4284.181152
	Iteration 98Q: 3 clusters Score -571658.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -571664.687500 Penalty: 4284.181152
	Iteration 99Q: 3 clusters Score -571664.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -571672.687500 Penalty: 4284.181152
	Iteration 100F: 3 clusters Score -571672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -571679.312500 Penalty: 4284.181152
	Iteration 101Q: 3 clusters Score -571679.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -571685.312500 Penalty: 4284.181152
	Iteration 102Q: 3 clusters Score -571685.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -571693.937500 Penalty: 4284.181152
	Iteration 103Q: 3 clusters Score -571693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -571697.062500 Penalty: 4284.181152
	Iteration 104Q: 3 clusters Score -571697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -571701.562500 Penalty: 4284.181152
	Iteration 105Q: 3 clusters Score -571701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -571705.000000 Penalty: 4284.181152
	Iteration 106Q: 3 clusters Score -571705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -571709.500000 Penalty: 4284.181152
	Iteration 107Q: 3 clusters Score -571709.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -571713.125000 Penalty: 4284.181152
	Iteration 108Q: 3 clusters Score -571713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -571718.250000 Penalty: 4284.181152
	Iteration 109Q: 3 clusters Score -571718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -571722.875000 Penalty: 4284.181152
	Iteration 110Q: 3 clusters Score -571722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -571724.875000 Penalty: 4284.181152
	Iteration 111Q: 3 clusters Score -571724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -571728.937500 Penalty: 4284.181152
	Iteration 112Q: 3 clusters Score -571728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -571733.625000 Penalty: 4284.181152
	Iteration 113Q: 3 clusters Score -571733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -571736.687500 Penalty: 4284.181152
	Iteration 114Q: 3 clusters Score -571736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -571738.750000 Penalty: 4284.181152
	Iteration 115Q: 3 clusters Score -571738.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -571742.750000 Penalty: 4284.181152
	Iteration 116Q: 3 clusters Score -571742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -571746.437500 Penalty: 4284.181152
	Iteration 117Q: 3 clusters Score -571746.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -571753.812500 Penalty: 4284.181152
	Iteration 118Q: 3 clusters Score -571753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -571756.687500 Penalty: 4284.181152
	Iteration 119Q: 3 clusters Score -571756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -571759.750000 Penalty: 4284.181152
	Iteration 120F: 3 clusters Score -571759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -571761.312500 Penalty: 4284.181152
	Iteration 121Q: 3 clusters Score -571761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -571762.375000 Penalty: 4284.181152
	Iteration 122Q: 3 clusters Score -571762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -571762.312500 Penalty: 4284.181152
	Iteration 123Q: 3 clusters Score -571762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -571764.187500 Penalty: 4284.181152
	Iteration 124Q: 3 clusters Score -571764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -571765.125000 Penalty: 4284.181152
	Iteration 125Q: 3 clusters Score -571765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -571766.562500 Penalty: 4284.181152
	Iteration 126Q: 3 clusters Score -571766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -571766.437500 Penalty: 4284.181152
	Iteration 127Q: 3 clusters Score -571766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -571766.187500 Penalty: 4284.181152
	Iteration 128Q: 3 clusters Score -571766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -571766.187500 Penalty: 4284.181152
	Iteration 129F: 3 clusters Score -571766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -281279.531250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -281279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -278283.593750 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -278283.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -278795.781250 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -278795.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -278928.343750 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -278928.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -279026.187500 Penalty: 3886.839355
	Iteration 3Q: 3 clusters Score -279026.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -279104.343750 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -279104.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -279173.843750 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -279173.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -279218.406250 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -279218.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -279253.437500 Penalty: 3886.839355
	Iteration 7Q: 3 clusters Score -279253.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -279282.468750 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -279282.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -279309.343750 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -279309.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -279327.812500 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -279327.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -279341.125000 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -279341.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -279356.468750 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -279356.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -279367.812500 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -279367.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -279375.343750 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -279375.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -279382.906250 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -279382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -279390.718750 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -279390.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279398.156250 Penalty: 3886.839355
	Iteration 17Q: 3 clusters Score -279398.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -279402.593750 Penalty: 3886.839355
	Iteration 18Q: 3 clusters Score -279402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279408.656250 Penalty: 3886.839355
	Iteration 19Q: 3 clusters Score -279408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279412.093750 Penalty: 3886.839355
	Iteration 20F: 3 clusters Score -279412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279414.625000 Penalty: 3886.839355
	Iteration 21Q: 3 clusters Score -279414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279416.218750 Penalty: 3886.839355
	Iteration 22Q: 3 clusters Score -279416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -279418.125000 Penalty: 3886.839355
	Iteration 23Q: 3 clusters Score -279418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279419.531250 Penalty: 3886.839355
	Iteration 24Q: 3 clusters Score -279419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -279420.812500 Penalty: 3886.839355
	Iteration 25Q: 3 clusters Score -279420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279426.250000 Penalty: 3886.839355
	Iteration 26Q: 3 clusters Score -279426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -279428.812500 Penalty: 3886.839355
	Iteration 27Q: 3 clusters Score -279428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -279429.343750 Penalty: 3886.839355
	Iteration 28Q: 3 clusters Score -279429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279430.656250 Penalty: 3886.839355
	Iteration 29Q: 3 clusters Score -279430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279430.656250 Penalty: 3886.839355
	Iteration 30F: 3 clusters Score -279430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -797485.000000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -797485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -791404.187500 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -791404.2 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -793140.125000 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -793140.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -793451.937500 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -793451.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -793679.687500 Penalty: 4424.645508
	Iteration 3F: 3 clusters Score -793679.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -793833.812500 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -793833.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -793948.187500 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -793948.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -794035.437500 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -794035.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -794117.125000 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -794117.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -794175.875000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -794175.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -794228.937500 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -794228.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -794274.437500 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -794274.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -794318.625000 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -794318.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -794364.250000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -794364.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -794422.375000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -794422.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -794491.562500 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -794491.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -794557.250000 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -794557.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -794614.187500 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -794614.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -794672.937500 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -794672.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -794738.375000 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -794738.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -794790.625000 Penalty: 4424.